From 045625248409d284a757ee9ea679c32d08cfd480 Mon Sep 17 00:00:00 2001
From: ccontet <clement.contet@irit.fr>
Date: Thu, 15 Aug 2024 13:02:55 +0200
Subject: [PATCH] Initial commit
---
Appendix.pdf | Bin 0 -> 867258 bytes
README.md | 98 +-
experiments/SAXp_size_4_12.py | 94 +
.../coordinates/mds_swap_2d.csv | 157 +
experiments/SAXp_size_4_12/distances/swap.csv | 12091 ++++++++++++++++
.../elections/1D Interval_0.soc | 12 +
.../elections/1D Interval_1.soc | 11 +
.../elections/1D Interval_2.soc | 12 +
.../elections/1D Interval_3.soc | 10 +
.../elections/1D Interval_4.soc | 12 +
.../elections/1D Interval_5.soc | 10 +
.../elections/1D Interval_6.soc | 11 +
.../elections/1D Interval_7.soc | 11 +
.../elections/1D Interval_8.soc | 12 +
.../elections/1D Interval_9.soc | 12 +
.../SAXp_size_4_12/elections/2D Disc_0.soc | 12 +
.../SAXp_size_4_12/elections/2D Disc_1.soc | 10 +
.../SAXp_size_4_12/elections/2D Disc_2.soc | 13 +
.../SAXp_size_4_12/elections/2D Disc_3.soc | 14 +
.../SAXp_size_4_12/elections/2D Disc_4.soc | 14 +
.../SAXp_size_4_12/elections/2D Disc_5.soc | 14 +
.../SAXp_size_4_12/elections/2D Disc_6.soc | 14 +
.../SAXp_size_4_12/elections/2D Disc_7.soc | 13 +
.../SAXp_size_4_12/elections/2D Disc_8.soc | 15 +
.../SAXp_size_4_12/elections/2D Disc_9.soc | 12 +
.../SAXp_size_4_12/elections/2D Sphere_0.soc | 14 +
.../SAXp_size_4_12/elections/2D Sphere_1.soc | 14 +
.../SAXp_size_4_12/elections/2D Sphere_2.soc | 14 +
.../SAXp_size_4_12/elections/2D Sphere_3.soc | 12 +
.../SAXp_size_4_12/elections/2D Sphere_4.soc | 14 +
.../SAXp_size_4_12/elections/2D Sphere_5.soc | 11 +
.../SAXp_size_4_12/elections/2D Sphere_6.soc | 16 +
.../SAXp_size_4_12/elections/2D Sphere_7.soc | 14 +
.../SAXp_size_4_12/elections/2D Sphere_8.soc | 13 +
.../SAXp_size_4_12/elections/2D Sphere_9.soc | 13 +
.../SAXp_size_4_12/elections/3D Cube_0.soc | 16 +
.../SAXp_size_4_12/elections/3D Cube_1.soc | 14 +
.../SAXp_size_4_12/elections/3D Cube_2.soc | 13 +
.../SAXp_size_4_12/elections/3D Cube_3.soc | 16 +
.../SAXp_size_4_12/elections/3D Cube_4.soc | 18 +
.../SAXp_size_4_12/elections/3D Cube_5.soc | 16 +
.../SAXp_size_4_12/elections/3D Cube_6.soc | 13 +
.../SAXp_size_4_12/elections/3D Cube_7.soc | 14 +
.../SAXp_size_4_12/elections/3D Cube_8.soc | 16 +
.../SAXp_size_4_12/elections/3D Cube_9.soc | 14 +
.../SAXp_size_4_12/elections/3D Sphere_0.soc | 14 +
.../SAXp_size_4_12/elections/3D Sphere_1.soc | 14 +
.../SAXp_size_4_12/elections/3D Sphere_2.soc | 14 +
.../SAXp_size_4_12/elections/3D Sphere_3.soc | 15 +
.../SAXp_size_4_12/elections/3D Sphere_4.soc | 13 +
.../SAXp_size_4_12/elections/3D Sphere_5.soc | 13 +
.../SAXp_size_4_12/elections/3D Sphere_6.soc | 16 +
.../SAXp_size_4_12/elections/3D Sphere_7.soc | 15 +
.../SAXp_size_4_12/elections/3D Sphere_8.soc | 13 +
.../SAXp_size_4_12/elections/3D Sphere_9.soc | 15 +
experiments/SAXp_size_4_12/elections/AN.soc | 9 +
.../elections/Group-Separable_0.soc | 11 +
.../elections/Group-Separable_1.soc | 9 +
.../elections/Group-Separable_2.soc | 14 +
.../elections/Group-Separable_3.soc | 11 +
.../elections/Group-Separable_4.soc | 13 +
.../elections/Group-Separable_5.soc | 14 +
.../elections/Group-Separable_6.soc | 10 +
.../elections/Group-Separable_7.soc | 14 +
.../elections/Group-Separable_8.soc | 13 +
.../elections/Group-Separable_9.soc | 14 +
.../SAXp_size_4_12/elections/IAC_0.soc | 15 +
.../SAXp_size_4_12/elections/IAC_1.soc | 15 +
.../SAXp_size_4_12/elections/IAC_2.soc | 12 +
.../SAXp_size_4_12/elections/IAC_3.soc | 16 +
.../SAXp_size_4_12/elections/IAC_4.soc | 17 +
.../SAXp_size_4_12/elections/IAC_5.soc | 16 +
.../SAXp_size_4_12/elections/IAC_6.soc | 13 +
.../SAXp_size_4_12/elections/IAC_7.soc | 15 +
.../SAXp_size_4_12/elections/IAC_8.soc | 14 +
.../SAXp_size_4_12/elections/IAC_9.soc | 14 +
experiments/SAXp_size_4_12/elections/ID.soc | 8 +
.../elections/Impartial Culture_0.soc | 19 +
.../elections/Impartial Culture_1.soc | 18 +
.../elections/Impartial Culture_2.soc | 16 +
.../elections/Impartial Culture_3.soc | 17 +
.../elections/Impartial Culture_4.soc | 17 +
.../elections/Impartial Culture_5.soc | 17 +
.../elections/Impartial Culture_6.soc | 17 +
.../elections/Impartial Culture_7.soc | 18 +
.../elections/Impartial Culture_8.soc | 18 +
.../elections/Impartial Culture_9.soc | 18 +
.../elections/Norm-Mallows 0.5_0.soc | 15 +
.../elections/Norm-Mallows 0.5_1.soc | 14 +
.../elections/Norm-Mallows 0.5_2.soc | 12 +
.../elections/Norm-Mallows 0.5_3.soc | 15 +
.../elections/Norm-Mallows 0.5_4.soc | 16 +
.../elections/Norm-Mallows 0.5_5.soc | 13 +
.../elections/Norm-Mallows 0.5_6.soc | 16 +
.../elections/Norm-Mallows 0.5_7.soc | 14 +
.../elections/Norm-Mallows 0.5_8.soc | 15 +
.../elections/Norm-Mallows 0.5_9.soc | 13 +
.../elections/SP by Conitzer_0.soc | 14 +
.../elections/SP by Conitzer_1.soc | 14 +
.../elections/SP by Conitzer_2.soc | 13 +
.../elections/SP by Conitzer_3.soc | 12 +
.../elections/SP by Conitzer_4.soc | 11 +
.../elections/SP by Conitzer_5.soc | 14 +
.../elections/SP by Conitzer_6.soc | 13 +
.../elections/SP by Conitzer_7.soc | 13 +
.../elections/SP by Conitzer_8.soc | 12 +
.../elections/SP by Conitzer_9.soc | 12 +
.../elections/SP by Walsh_0.soc | 14 +
.../elections/SP by Walsh_1.soc | 14 +
.../elections/SP by Walsh_2.soc | 15 +
.../elections/SP by Walsh_3.soc | 13 +
.../elections/SP by Walsh_4.soc | 13 +
.../elections/SP by Walsh_5.soc | 14 +
.../elections/SP by Walsh_6.soc | 13 +
.../elections/SP by Walsh_7.soc | 14 +
.../elections/SP by Walsh_8.soc | 13 +
.../elections/SP by Walsh_9.soc | 13 +
.../SAXp_size_4_12/elections/SPOC_0.soc | 17 +
.../SAXp_size_4_12/elections/SPOC_1.soc | 17 +
.../SAXp_size_4_12/elections/SPOC_2.soc | 16 +
.../SAXp_size_4_12/elections/SPOC_3.soc | 16 +
.../SAXp_size_4_12/elections/SPOC_4.soc | 14 +
.../SAXp_size_4_12/elections/SPOC_5.soc | 14 +
.../SAXp_size_4_12/elections/SPOC_6.soc | 18 +
.../SAXp_size_4_12/elections/SPOC_7.soc | 15 +
.../SAXp_size_4_12/elections/SPOC_8.soc | 17 +
.../SAXp_size_4_12/elections/SPOC_9.soc | 17 +
.../elections/Single-Crossing_0.soc | 13 +
.../elections/Single-Crossing_1.soc | 13 +
.../elections/Single-Crossing_2.soc | 14 +
.../elections/Single-Crossing_3.soc | 13 +
.../elections/Single-Crossing_4.soc | 12 +
.../elections/Single-Crossing_5.soc | 12 +
.../elections/Single-Crossing_6.soc | 13 +
.../elections/Single-Crossing_7.soc | 13 +
.../elections/Single-Crossing_8.soc | 14 +
.../elections/Single-Crossing_9.soc | 12 +
experiments/SAXp_size_4_12/elections/UN_0.soc | 19 +
experiments/SAXp_size_4_12/elections/UN_1.soc | 19 +
experiments/SAXp_size_4_12/elections/UN_2.soc | 17 +
experiments/SAXp_size_4_12/elections/UN_3.soc | 17 +
.../elections/Urn culture_id (gamma)_0.soc | 15 +
.../elections/Urn culture_id (gamma)_1.soc | 16 +
.../elections/Urn culture_id (gamma)_2.soc | 19 +
.../elections/Urn culture_id (gamma)_3.soc | 16 +
.../elections/Urn culture_id (gamma)_4.soc | 16 +
.../elections/Urn culture_id (gamma)_5.soc | 15 +
.../elections/Urn culture_id (gamma)_6.soc | 16 +
.../elections/Urn culture_id (gamma)_7.soc | 15 +
.../elections/Urn culture_id (gamma)_8.soc | 15 +
.../elections/Urn culture_id (gamma)_9.soc | 16 +
.../elections/Urn culture_id 0.1_0.soc | 14 +
.../elections/Urn culture_id 0.1_1.soc | 14 +
.../elections/Urn culture_id 0.1_2.soc | 11 +
.../elections/Urn culture_id 0.1_3.soc | 17 +
.../elections/Urn culture_id 0.1_4.soc | 14 +
.../elections/Urn culture_id 0.1_5.soc | 18 +
.../elections/Urn culture_id 0.1_6.soc | 13 +
.../elections/Urn culture_id 0.1_7.soc | 16 +
.../elections/Urn culture_id 0.1_8.soc | 14 +
.../elections/Urn culture_id 0.1_9.soc | 13 +
.../SAXp_size_4_12/features/Agreement.csv | 157 +
.../SAXp_size_4_12/features/Diversity.csv | 157 +
.../SAXp_size_4_12/features/Polarization.csv | 157 +
.../SAXp_size_4_12/features/SAXp_size.csv | 157 +
.../SAXp_size_4_12/features/margin.csv | 157 +
experiments/SAXp_size_4_12/map.csv | 19 +
scoring_rule_Xp.py | 284 +
168 files changed, 15646 insertions(+), 87 deletions(-)
create mode 100644 Appendix.pdf
create mode 100644 experiments/SAXp_size_4_12.py
create mode 100644 experiments/SAXp_size_4_12/coordinates/mds_swap_2d.csv
create mode 100644 experiments/SAXp_size_4_12/distances/swap.csv
create mode 100644 experiments/SAXp_size_4_12/elections/1D Interval_0.soc
create mode 100644 experiments/SAXp_size_4_12/elections/1D Interval_1.soc
create mode 100644 experiments/SAXp_size_4_12/elections/1D Interval_2.soc
create mode 100644 experiments/SAXp_size_4_12/elections/1D Interval_3.soc
create mode 100644 experiments/SAXp_size_4_12/elections/1D Interval_4.soc
create mode 100644 experiments/SAXp_size_4_12/elections/1D Interval_5.soc
create mode 100644 experiments/SAXp_size_4_12/elections/1D Interval_6.soc
create mode 100644 experiments/SAXp_size_4_12/elections/1D Interval_7.soc
create mode 100644 experiments/SAXp_size_4_12/elections/1D Interval_8.soc
create mode 100644 experiments/SAXp_size_4_12/elections/1D Interval_9.soc
create mode 100644 experiments/SAXp_size_4_12/elections/2D Disc_0.soc
create mode 100644 experiments/SAXp_size_4_12/elections/2D Disc_1.soc
create mode 100644 experiments/SAXp_size_4_12/elections/2D Disc_2.soc
create mode 100644 experiments/SAXp_size_4_12/elections/2D Disc_3.soc
create mode 100644 experiments/SAXp_size_4_12/elections/2D Disc_4.soc
create mode 100644 experiments/SAXp_size_4_12/elections/2D Disc_5.soc
create mode 100644 experiments/SAXp_size_4_12/elections/2D Disc_6.soc
create mode 100644 experiments/SAXp_size_4_12/elections/2D Disc_7.soc
create mode 100644 experiments/SAXp_size_4_12/elections/2D Disc_8.soc
create mode 100644 experiments/SAXp_size_4_12/elections/2D Disc_9.soc
create mode 100644 experiments/SAXp_size_4_12/elections/2D Sphere_0.soc
create mode 100644 experiments/SAXp_size_4_12/elections/2D Sphere_1.soc
create mode 100644 experiments/SAXp_size_4_12/elections/2D Sphere_2.soc
create mode 100644 experiments/SAXp_size_4_12/elections/2D Sphere_3.soc
create mode 100644 experiments/SAXp_size_4_12/elections/2D Sphere_4.soc
create mode 100644 experiments/SAXp_size_4_12/elections/2D Sphere_5.soc
create mode 100644 experiments/SAXp_size_4_12/elections/2D Sphere_6.soc
create mode 100644 experiments/SAXp_size_4_12/elections/2D Sphere_7.soc
create mode 100644 experiments/SAXp_size_4_12/elections/2D Sphere_8.soc
create mode 100644 experiments/SAXp_size_4_12/elections/2D Sphere_9.soc
create mode 100644 experiments/SAXp_size_4_12/elections/3D Cube_0.soc
create mode 100644 experiments/SAXp_size_4_12/elections/3D Cube_1.soc
create mode 100644 experiments/SAXp_size_4_12/elections/3D Cube_2.soc
create mode 100644 experiments/SAXp_size_4_12/elections/3D Cube_3.soc
create mode 100644 experiments/SAXp_size_4_12/elections/3D Cube_4.soc
create mode 100644 experiments/SAXp_size_4_12/elections/3D Cube_5.soc
create mode 100644 experiments/SAXp_size_4_12/elections/3D Cube_6.soc
create mode 100644 experiments/SAXp_size_4_12/elections/3D Cube_7.soc
create mode 100644 experiments/SAXp_size_4_12/elections/3D Cube_8.soc
create mode 100644 experiments/SAXp_size_4_12/elections/3D Cube_9.soc
create mode 100644 experiments/SAXp_size_4_12/elections/3D Sphere_0.soc
create mode 100644 experiments/SAXp_size_4_12/elections/3D Sphere_1.soc
create mode 100644 experiments/SAXp_size_4_12/elections/3D Sphere_2.soc
create mode 100644 experiments/SAXp_size_4_12/elections/3D Sphere_3.soc
create mode 100644 experiments/SAXp_size_4_12/elections/3D Sphere_4.soc
create mode 100644 experiments/SAXp_size_4_12/elections/3D Sphere_5.soc
create mode 100644 experiments/SAXp_size_4_12/elections/3D Sphere_6.soc
create mode 100644 experiments/SAXp_size_4_12/elections/3D Sphere_7.soc
create mode 100644 experiments/SAXp_size_4_12/elections/3D Sphere_8.soc
create mode 100644 experiments/SAXp_size_4_12/elections/3D Sphere_9.soc
create mode 100644 experiments/SAXp_size_4_12/elections/AN.soc
create mode 100644 experiments/SAXp_size_4_12/elections/Group-Separable_0.soc
create mode 100644 experiments/SAXp_size_4_12/elections/Group-Separable_1.soc
create mode 100644 experiments/SAXp_size_4_12/elections/Group-Separable_2.soc
create mode 100644 experiments/SAXp_size_4_12/elections/Group-Separable_3.soc
create mode 100644 experiments/SAXp_size_4_12/elections/Group-Separable_4.soc
create mode 100644 experiments/SAXp_size_4_12/elections/Group-Separable_5.soc
create mode 100644 experiments/SAXp_size_4_12/elections/Group-Separable_6.soc
create mode 100644 experiments/SAXp_size_4_12/elections/Group-Separable_7.soc
create mode 100644 experiments/SAXp_size_4_12/elections/Group-Separable_8.soc
create mode 100644 experiments/SAXp_size_4_12/elections/Group-Separable_9.soc
create mode 100644 experiments/SAXp_size_4_12/elections/IAC_0.soc
create mode 100644 experiments/SAXp_size_4_12/elections/IAC_1.soc
create mode 100644 experiments/SAXp_size_4_12/elections/IAC_2.soc
create mode 100644 experiments/SAXp_size_4_12/elections/IAC_3.soc
create mode 100644 experiments/SAXp_size_4_12/elections/IAC_4.soc
create mode 100644 experiments/SAXp_size_4_12/elections/IAC_5.soc
create mode 100644 experiments/SAXp_size_4_12/elections/IAC_6.soc
create mode 100644 experiments/SAXp_size_4_12/elections/IAC_7.soc
create mode 100644 experiments/SAXp_size_4_12/elections/IAC_8.soc
create mode 100644 experiments/SAXp_size_4_12/elections/IAC_9.soc
create mode 100644 experiments/SAXp_size_4_12/elections/ID.soc
create mode 100644 experiments/SAXp_size_4_12/elections/Impartial Culture_0.soc
create mode 100644 experiments/SAXp_size_4_12/elections/Impartial Culture_1.soc
create mode 100644 experiments/SAXp_size_4_12/elections/Impartial Culture_2.soc
create mode 100644 experiments/SAXp_size_4_12/elections/Impartial Culture_3.soc
create mode 100644 experiments/SAXp_size_4_12/elections/Impartial Culture_4.soc
create mode 100644 experiments/SAXp_size_4_12/elections/Impartial Culture_5.soc
create mode 100644 experiments/SAXp_size_4_12/elections/Impartial Culture_6.soc
create mode 100644 experiments/SAXp_size_4_12/elections/Impartial Culture_7.soc
create mode 100644 experiments/SAXp_size_4_12/elections/Impartial Culture_8.soc
create mode 100644 experiments/SAXp_size_4_12/elections/Impartial Culture_9.soc
create mode 100644 experiments/SAXp_size_4_12/elections/Norm-Mallows 0.5_0.soc
create mode 100644 experiments/SAXp_size_4_12/elections/Norm-Mallows 0.5_1.soc
create mode 100644 experiments/SAXp_size_4_12/elections/Norm-Mallows 0.5_2.soc
create mode 100644 experiments/SAXp_size_4_12/elections/Norm-Mallows 0.5_3.soc
create mode 100644 experiments/SAXp_size_4_12/elections/Norm-Mallows 0.5_4.soc
create mode 100644 experiments/SAXp_size_4_12/elections/Norm-Mallows 0.5_5.soc
create mode 100644 experiments/SAXp_size_4_12/elections/Norm-Mallows 0.5_6.soc
create mode 100644 experiments/SAXp_size_4_12/elections/Norm-Mallows 0.5_7.soc
create mode 100644 experiments/SAXp_size_4_12/elections/Norm-Mallows 0.5_8.soc
create mode 100644 experiments/SAXp_size_4_12/elections/Norm-Mallows 0.5_9.soc
create mode 100644 experiments/SAXp_size_4_12/elections/SP by Conitzer_0.soc
create mode 100644 experiments/SAXp_size_4_12/elections/SP by Conitzer_1.soc
create mode 100644 experiments/SAXp_size_4_12/elections/SP by Conitzer_2.soc
create mode 100644 experiments/SAXp_size_4_12/elections/SP by Conitzer_3.soc
create mode 100644 experiments/SAXp_size_4_12/elections/SP by Conitzer_4.soc
create mode 100644 experiments/SAXp_size_4_12/elections/SP by Conitzer_5.soc
create mode 100644 experiments/SAXp_size_4_12/elections/SP by Conitzer_6.soc
create mode 100644 experiments/SAXp_size_4_12/elections/SP by Conitzer_7.soc
create mode 100644 experiments/SAXp_size_4_12/elections/SP by Conitzer_8.soc
create mode 100644 experiments/SAXp_size_4_12/elections/SP by Conitzer_9.soc
create mode 100644 experiments/SAXp_size_4_12/elections/SP by Walsh_0.soc
create mode 100644 experiments/SAXp_size_4_12/elections/SP by Walsh_1.soc
create mode 100644 experiments/SAXp_size_4_12/elections/SP by Walsh_2.soc
create mode 100644 experiments/SAXp_size_4_12/elections/SP by Walsh_3.soc
create mode 100644 experiments/SAXp_size_4_12/elections/SP by Walsh_4.soc
create mode 100644 experiments/SAXp_size_4_12/elections/SP by Walsh_5.soc
create mode 100644 experiments/SAXp_size_4_12/elections/SP by Walsh_6.soc
create mode 100644 experiments/SAXp_size_4_12/elections/SP by Walsh_7.soc
create mode 100644 experiments/SAXp_size_4_12/elections/SP by Walsh_8.soc
create mode 100644 experiments/SAXp_size_4_12/elections/SP by Walsh_9.soc
create mode 100644 experiments/SAXp_size_4_12/elections/SPOC_0.soc
create mode 100644 experiments/SAXp_size_4_12/elections/SPOC_1.soc
create mode 100644 experiments/SAXp_size_4_12/elections/SPOC_2.soc
create mode 100644 experiments/SAXp_size_4_12/elections/SPOC_3.soc
create mode 100644 experiments/SAXp_size_4_12/elections/SPOC_4.soc
create mode 100644 experiments/SAXp_size_4_12/elections/SPOC_5.soc
create mode 100644 experiments/SAXp_size_4_12/elections/SPOC_6.soc
create mode 100644 experiments/SAXp_size_4_12/elections/SPOC_7.soc
create mode 100644 experiments/SAXp_size_4_12/elections/SPOC_8.soc
create mode 100644 experiments/SAXp_size_4_12/elections/SPOC_9.soc
create mode 100644 experiments/SAXp_size_4_12/elections/Single-Crossing_0.soc
create mode 100644 experiments/SAXp_size_4_12/elections/Single-Crossing_1.soc
create mode 100644 experiments/SAXp_size_4_12/elections/Single-Crossing_2.soc
create mode 100644 experiments/SAXp_size_4_12/elections/Single-Crossing_3.soc
create mode 100644 experiments/SAXp_size_4_12/elections/Single-Crossing_4.soc
create mode 100644 experiments/SAXp_size_4_12/elections/Single-Crossing_5.soc
create mode 100644 experiments/SAXp_size_4_12/elections/Single-Crossing_6.soc
create mode 100644 experiments/SAXp_size_4_12/elections/Single-Crossing_7.soc
create mode 100644 experiments/SAXp_size_4_12/elections/Single-Crossing_8.soc
create mode 100644 experiments/SAXp_size_4_12/elections/Single-Crossing_9.soc
create mode 100644 experiments/SAXp_size_4_12/elections/UN_0.soc
create mode 100644 experiments/SAXp_size_4_12/elections/UN_1.soc
create mode 100644 experiments/SAXp_size_4_12/elections/UN_2.soc
create mode 100644 experiments/SAXp_size_4_12/elections/UN_3.soc
create mode 100644 experiments/SAXp_size_4_12/elections/Urn culture_id (gamma)_0.soc
create mode 100644 experiments/SAXp_size_4_12/elections/Urn culture_id (gamma)_1.soc
create mode 100644 experiments/SAXp_size_4_12/elections/Urn culture_id (gamma)_2.soc
create mode 100644 experiments/SAXp_size_4_12/elections/Urn culture_id (gamma)_3.soc
create mode 100644 experiments/SAXp_size_4_12/elections/Urn culture_id (gamma)_4.soc
create mode 100644 experiments/SAXp_size_4_12/elections/Urn culture_id (gamma)_5.soc
create mode 100644 experiments/SAXp_size_4_12/elections/Urn culture_id (gamma)_6.soc
create mode 100644 experiments/SAXp_size_4_12/elections/Urn culture_id (gamma)_7.soc
create mode 100644 experiments/SAXp_size_4_12/elections/Urn culture_id (gamma)_8.soc
create mode 100644 experiments/SAXp_size_4_12/elections/Urn culture_id (gamma)_9.soc
create mode 100644 experiments/SAXp_size_4_12/elections/Urn culture_id 0.1_0.soc
create mode 100644 experiments/SAXp_size_4_12/elections/Urn culture_id 0.1_1.soc
create mode 100644 experiments/SAXp_size_4_12/elections/Urn culture_id 0.1_2.soc
create mode 100644 experiments/SAXp_size_4_12/elections/Urn culture_id 0.1_3.soc
create mode 100644 experiments/SAXp_size_4_12/elections/Urn culture_id 0.1_4.soc
create mode 100644 experiments/SAXp_size_4_12/elections/Urn culture_id 0.1_5.soc
create mode 100644 experiments/SAXp_size_4_12/elections/Urn culture_id 0.1_6.soc
create mode 100644 experiments/SAXp_size_4_12/elections/Urn culture_id 0.1_7.soc
create mode 100644 experiments/SAXp_size_4_12/elections/Urn culture_id 0.1_8.soc
create mode 100644 experiments/SAXp_size_4_12/elections/Urn culture_id 0.1_9.soc
create mode 100644 experiments/SAXp_size_4_12/features/Agreement.csv
create mode 100644 experiments/SAXp_size_4_12/features/Diversity.csv
create mode 100644 experiments/SAXp_size_4_12/features/Polarization.csv
create mode 100644 experiments/SAXp_size_4_12/features/SAXp_size.csv
create mode 100644 experiments/SAXp_size_4_12/features/margin.csv
create mode 100644 experiments/SAXp_size_4_12/map.csv
create mode 100644 scoring_rule_Xp.py
diff --git a/Appendix.pdf b/Appendix.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..f2001d7be86753b31c59bfed43bb0224eb726a76
GIT binary patch
literal 867258
zcmY!laB<T$)HCPeGEp#4$WO}Rva#XPcgxHvNi9;)cgsmENp(q0&QD3@()UTtOE1Y#
zFfuZ=u;j9{<0>vGN=?k=s+jY(_H^HqQ|s>T+2{0_+eJ~OH7-8kKm+?W_V3J68~F7$
z=_UC8`Ms{)MXxCE)RZZav3IS_H#Fu<o41gIO}@MPXX%Sizw1Nm&ffgz@n`$SE9-+N
z7i(T!zkT}u&q4b259I%Uuit+__4U8c$8VoD*t-6%iLdkeOWa<scV))S{`Oa1zJ7vt
z#K-+{|E`~|uisx^(mpjfEML(6;{LdQfA6pQe<b_~<0Sj9f3xN8*PDdSJ)Ql(@afCs
zhEKnCmQ_5HzbH9<`uF!2#DAGA{*yI(ef-yK`_r@5A3quT^|h*~Wl0oY#s0MKw|aDB
z<4^C1$$1fK_4Qxc<?OpUn<_8dOASt*|M~Ghg}MH9`&0f~^+h|?{(M;aMc@9E?ALo5
zv)x}mex@P!^vhGHt$U7qxOKYweE;vlUmtFno}N%<B<HHvbxBNbV^6O3^Ve?!!@d|V
ztk}6HCg}cNoyV!iW-NWb=+N_Dm0wENc{~k1VA7NFxxYX3lbuWNo``?DF5Eu;WtRKL
zzl$Fon0irmb@tC?t!8`84nKc2>)!HL?JF#|ox8XH&V?V_9T%SSiuBoWDaA|NJ~zd$
zwr8z}`wj&T^_lLUZA&6gZuU8y^J|BKN9xs6vdK4Vz8z=Jnd|fQ*C!Q)ne}__hqinQ
zwbwH{pZ;@Sk$2>=Mb0jt>NbAcTIw`YbkSs&OL~)E|8)^O)mw0KOYh#LU3T#eA`#b~
z2JQ}@zWC$SvrF1LE&DC<tk*BSp?%%zp02;pg?Edq8GZ`KI8K%JITLxKW-Vt0+r$$a
z>gQQ-?|y2S;`Qyc>BH<-aZ2W|GJQ)<dmKo)Sbk^ovG#|rAI`R3^D)6bbJ5)AcV!B!
z1g8JpbWB=m&U#f#@8ces52WV5Z_KWVnYK6bv6AhEW6v$i=bP%y-yQ8Y_s*lKq8~Px
z-utz5cXIFPe*4ni!+y%ydo;gEx+Goyp|j_>)cpG&>#}R+yxsIE&tUudugClBWMZBy
zIPsj_-(cJ6IV-+i{CfDY)cifJ%cnE<2EN{DlzULaZRV`%wKj(tiv4mq4YvgTtT@a1
zY^m0gCjKSw7l`fO#UiUQ_fcwm+JmIhR}1eN9ewalYcl7L!m8!kNs{I}7x8Sqce_Hv
z==0YDYq}ilVjiyFkTm(#jMGLH&Y6vYXFqNEwRbwB)(fu_zZ#uGMW-I%%@)7@^mU1x
z_Y~8cr&F|UU4A<C+st#p%KQJV$qh{t%Uf;hvvS#ljF`SGu9$!&bJtnyKP)+uXUmzL
zarZOozW2?!$9IkOz0&jo@x;#i;dc6Ab9OboO*vD><N9f5H_u-CGrP4F0@)+#4!bkl
zd}8(_?)$Q~{R|wb8@xX-dVOHzs%3~g{OPXu7sf8Ww+qZqoL*5W&9b)Vq_z0`_W{)}
zd*>aQw>9ed_uchxx*q>NpI2DP&o-qbd<y%#U%k_>&S<fit+iL;;g#+H(eGDwdw&u!
zj#l*eTr`tAhb#LLr&5SSbJUji+j3m29gZ42P2d+dzUI;slB_@b0K+n!9P_Fb?_`p^
z8-4yn3QsfK?ehGvO{qlj>XX0vmD+wB&wggmGx5%+vtB2)+Sdv&t0tJTn9csVw9LoY
zYUWMl2LX5Ye(elNYm?Abyc;{+`&3B7?%BMo&)px3OS&8|iU|Al?)R6275mTrcDU2s
z6k~pTZ^7qhy~_8_w;$CsoW0#6aq+z4_S5bbe*UJNICH_KBlqKaZZ5y3K2yalEzaO{
zho1PM_^si)PV!i++j+}!?~6ZIZ0}1iUA#v9Yi3l`j29X2W*skGUw40}i|3l7T{ipL
z{&v@^8qW_=t~nR*sYdU|Uh4~mt4=H~wR^a{(@fm(UHB4#Hp8kcu00l0O;sxx?j~5@
zXb3g?qBC2)$A0eClqca*+dbnsZPz%)Xckpowf=p}b#u9Tc*?Hhhsv)BY_vN1>hDYL
zg+9K*%JWhV^|Yquet8+%BOkf8Goow$zUQ1D^|b#*CbB!RrnQM*HrN&Usr<-{#u*6`
z^WP+1&;4usGV4jsz3V3%=X2~_6<{&{zvdT5pNda1Ee2;+xo<ocaOK2`)OA-J&m8Mm
z{vcp#s{OwB&5nQnIWEh+zC+PWaIutnu$XeQQ!wY<mxk9Wlr`OVs<h4AbzmOL%e20N
z^Jy1&*FVi>UNQTfG4ua-@8<Z<%D1rIVCW|iF8JJ~>BT2T2e!<0k!FX^K8shL@o8^O
z#nf*pM>CGair(nROq@Gq@vj88DE7Du9*aeuUc4CFnJats<s{B}<3m4Zt-A2^+z-3R
zyv1CeOExX}D)&m}s{r%sit|CCAsRWkIkj8#Ro9tR*gJn`<}niE-84n@Qo!ztu06WH
z)CIifwf3&^oWJSt*KOLd*YsX)+9fD)Dsb{Cb^|>(j}_b^KSNGWfBD#1*>KuYemC1h
z1xa~#-t}!)GCzD2Rx?jvf5Gg&KH2^Ju^XXluDfd|%={#)QOv=)V733Vu8pBl`={Qx
zYx8eubkxVyhwjPdD*iqCvbkwi(9vIItaoBd>)qrZZ@3-KZn3n_EN6@O*>6`Xz27Ij
zl{VE>FZ#V(LaJ5IE>k98la}!WS&wcp!^Lf>vse86e8ueUq|Md=+hlptO7dK1?Ql(V
zUdLv=PGp}xdspGxu0@}@Ywk+tCFDH&`8BO~>aOMAXX^_v%sF%8MdPo9#RgwD&s{zx
zs@Za7v6FnvvvYA*t?L$Y9527B-CyeSwdlaPBUTryj&GReB|T%?lIoxdQ;c_sE!kV4
z@?kGi;__{QO*Qq8V{JB83N7JmOK|!o5HYQx*QcbBKOv}AZq=g37e`LMVo_(e{wHvw
z>4mWQ>77U2nY*_t*M9pabYtmnohN~39_8P;_1Es-om-!Cqkk{zdcR|9e$I=!?0&N^
z`}4B<9eM6=+xpw%`>Shl)zT0A@7@YkzMq@@y^2GvoNw8_+qb+096PstJ9vKX-00sS
zal7-v_MY8zdOo+`i}pPUd+vE@uHB?``OX6oABN%;$Luu}v;FyBu|HVCwyo?}>fvbK
zjELGF$Fz;j4Q;kD`lejcdUmd%Wijiz%~KN(r=7pPVD6oD4nDpC>};Fv|6oovdzHb!
zv+D55JG;~OH3;ZRS>EURT$Fvwt9f~0|J$X%-UeJT{l@ohYN-9xocaFgz8fRU{+Dgy
z;yNl+_>jrRF?W~3K68tyxk9!pW^U>ilA6g@AaqV{>(P@7Ou3IqOlhvSIPuK=rLAzr
z@hN|w^sW(Mv)*j;J8sX(=fYd&Z@lsId7yXjngjRN?|EI}<9WgFp8073>xnDAhT5dP
z=KWV&;p5fA_B*;tL~gU{>gPIg!PmmR)jch>S+-!x)5ENJ2fGw6I!RtNwOJ;0KK#QB
z-s5$b^=y`Pnd)D@T+A}N|Gp0YL&Mi=T$}Gp*)F(#Q`C0C?%6LIJ@(sIDJ1^Cd$Bno
z`tR&T>>S%N&NXseUaRo?(UtAD8%6D%TBF_E&)h$&_TlP<<A3ZU6}3KlHT6D@D4g*o
zdWrwGlo>yaAHCUH!Zl&av3NtjLk|uc?cttPz1rl%(gSDnEu4~q?^b1qXPoIf=oP=a
z|BcYm<H8q~PMEW*(D}$tRe6rI8S6jZ%>K0E+}|IT-u<iYcjo$dDt?bk`NMyq!)ns!
zr)<7j=dK^^(Un(|ie7j1)%=pIj(~Z+@eTDgefk~G^*?=^q-lG~vh>5=FP098etKRP
zCtt18O*<p*+<yMe?|%;irdD1TsqL)2yt-bt{rsk7mv{d*pRV<v=S14;bsW~8uT*e4
znPqQ(r>F7x7W21Q`*M4IHRIdv*Bq3>FXS#?#(CD!X2Ob3-Cc1N2Nq5`f1T-86}O;M
zE^B>*P)&oA{DKSY8W-6$4zg=}VdSc95UK@<E#|-ADz9)!W3_Al55`{)n7@2swED#m
z`-O4W1LmHC>=MoV2A9|+uCAMU>(K+|9;+M8_ZF0K<vrMRi{Z$>pM0xSRU?$+U435c
z@woD#nW12BPK`)K=AqfwYJxem@2owwZ0@v6m#tsCNME^g-|x*=YEr9?eVpji_%3+q
zv!gE$*O#rVjBUIAQMvx||DA3BY&hR1zTp3R%KCqRbA6HHeEIYj<$teh$?UTX_F((>
z(?{{N+*Hja1s`_$EUYQ7*<dO6<%Z9~8=JQj-Zu=kn19K|CyM`^2wUdC*~YDvJ0EG>
zcd6-oe@5h*%<?Z6SIW=Q3=x^K@9dNRS!`!gxJ=)b@ApZZZ@S`-bxvAT`tu5vrbj#H
zpH)s2&SpIH;%wX8P7c*X&8!vkW;0l|Zr+p^Rv)@wr(@|i?Nw^K^=<}*Of5<c4v?72
zH+|8!&2O*VSN{8~(nfFEhNo5);i5;+GrT_~V$X1IYK2o|+p1WdZL1%|S_X;UJNt6`
zF?o&o3MVG+{xaKt+I_{p*Ura%c;ChF|H`7j_ZMr<cm3UN`t-u0WpkFgn=busFKoS%
zb57)AhwA0ueU_cEe*9p|cbS-7;mgkKp06&G@m^xR<%J~+&RbrvV=1`TD7V?_LcQZM
zofRg3Z$42ApK)^C^K)8<^IrxkUN=geH}j3$OrwTZ_0G%A)HhfgPYw*&mH4mq{pp!L
zXPs_;63=D(7v+EB$aUZS^~N*WSXX>A+`H@@-&~QDi*a!gg2y`SKkBDVl(ab!b?{7Q
z%A#;ZXQR^*wXKcLH<lGmll~DUJwf$D7}FO$u7ixZ3%0F`l$&tsA=9}f=Tj&CZPeYu
z!r_wDw&;q!o5)MqqKgY9_s;BFv`}&4u@L6N`%<m;H>_Xk#Kt{QDJ0S^DgMVk#;fxe
zNx6Pco_R;-SIoE5e_DK#rfht*_jY@7>$#@&R^5}LmbJ2lDQ0Leiv6#-X7_!^%FSUB
zbM-8D@XpoZySjB!bFj#T`l6GJpVe&_JaG^*?$@>a(J694>z}O11z+2`xi@Mb2|s^Y
zzP_m_g2nv8`^=N?OMmT6)k@}=u&U^?`Q`V5SL1HE?l=GPZ*Blv8GBdh&6lc`zPq&~
zg_g^Hsn$??^0RA=tMS~I-#2u`Jl}VUEo6h>)j0c2Yfc_KvHFL_U%C2UGwSrK?`DW*
zMLeCk?&AB_&_;{Lw~y`ZTz4$?OSRn5lFleE+m5>aRV<hFe(il~$#?1f%X5GD7vImG
z^(&8agKgpV_YU^w79C$CAFV#Qd_Vgy!4F0Eulc;@`E_yf!Is8lH$omeJh9(C^V;2u
z{l35d)g11r`?KuSyMvW+SGR|jmEYTAwD0}4*;AXWcGcEhbJ!j4&=kCOTG{6OhK;_D
z(@(y!2)On3u<uL5rFUg>j}>N`Pjn97?X|m;b=fb*rFVUA-xpN*dR?TxQLHCryGXt3
zDxs<SAE<jz>;74_WJUM6BU;^|((O+dhJ>EwVv8=$mUXz6?B%`fSLV&hvvcxUY&J(^
zDmzIsG(CQELaO&&mce2EcTP($Cftv2lj0FOGQUeIg!iWl@3X0$ckUM|{dY~>d*5{8
z`UX+HX<z?^Z8($``TlI~m1pc$d|?fn?mb|h@_<?77eo8$D(>2bshi^dGs?wXldfsd
z`@yh%`qy9l3L6<UUh~==SkcUzy0=pD_}WePGVa?4U%PGjTtVmc-kUdeXcleocK^QB
z=+XbsnXXe;p8lPqSFN&H!>hBl$=+o1iR7PaXCD3ccX!>DOXdCo&;6HJSDJKu7A#S}
z&;96&{DOcJ52fyMHdxr+KE}^nXy&|gw)kg-SB~el{tbI|@aMt#SDMZJHf*f?%fdNb
z{khZE@B%#(KlRloZYqBA;eQg7aqMN^wPTxS{@uISK<DGm+plh(xp(5<v$Suy|D>9C
zS?`rhDO<}U-ZfP$f4%e*zvty4uZ39stdI0>Oql&5CYLQZSCYjxt>~=4dfvEAa$T~%
zBHhcrWG09nyt4F<k=@La{1BJUEU}w57fYP?OpOrM%@;m)Icv`>=I*)=?=!zCRUVO3
z=-#wI<I06rnJp4U3P<YJvobi`xvhO^v3PP|3-gwh6F&!XG`hHo{`yr}>+t!MgVYN4
zQyf8)tzDQi=Oi?6Ufccr@<O*}cXb;Hx1(==-C+<Gt-K(imLO!*ICt8+);ngLo;}k;
zcir6iJzJo}QM;$1VaA3pXAT|TR<P@Xsc+Dec~=&%`jt9!>J^r*8<BoS8@E)}{AKvo
z^Em&R_>XyWUQLcy_^f|--~WWV#%=SaEO`GelvBJpdUorwWu4Be)#}!~Vi8z)psVka
zU{hbxf~6D1YiBWC`Qq~V-Q#}>S5qYp?f89SD(5Y`{(!j~|2RpuEDf|d_40IU2@{_{
zDI3E-h6e^m_PejB;EBnW@%YW6v)z5>Lao;s4m(*R8?wxQtI0+Di23M$W~b8KBWdej
z^d>~tRU2MqV|*zswQKjZsM-4^xbCNZEzmPP=JC~=C**j6%*%d-y<6Q*Et~B<!R7Ok
zjcMxq5;qMjjqJVdlrg<!ReZDfm$-20E0a%)f5%*q*rB{6=Ml^I>#Viut5+Ok3P=_Y
ziMRVBbSA=dmG4<6#iNy#fwkL}uDrLq$h>sofg7ugV<&b?ytisw)a%yq`c!`C%A)C>
z`!?A;XnCgY5gPkF%1(gmYh~41`G|MQrz1}>g_t}tXMJg8QDk{_!vl|o&Rc;N@0iw2
z>JieqI`O8Id)P{4J^6`#3;K^girbMP+oD<XDJV2f<CS;GIuFV9vZuL@GpVikFkO1}
z(Kz$6H9ean6Id2bk};MPx*24hq<m&&cGmoDdG`DB@BVwX<ke=U=aCDI@8`*VOm97R
zSF7aKrB%N_w+nj+ug?GF%(3Kf*yhh`ewH!4Jl5&6;ElYWLhPp6eP41+cl)fH%yKE^
z#FFD%X34rWvWff@W4|h!pQ^(-Z#uJ6;MvnJ{)I3W$y{P;Nc`3@m+7z?_i2OI9VPpY
zvHw|lds63p=Fj^qJ}Xapar*F`)^6S{%)ce$f@M}UU6W6II?>{|cL($25Dv@KJsacK
zh}q41somg~C4Tj_sL+dmzZ`ci{QAU{xyVE9@U@jr-(M|zA?>rb_QrYh884(69>nJG
zn7*soaEmAPyy+U|sV%%*J{K3ta2zTMluVzTqEQ`s#A=Gdltk%L2c?;N{;p8g=v)wZ
ze1ndh%iFf{E1t^?rcC_Mw~RIH+~??*EOX}bPK??0O3=~X+xnZH<*FdXhvLi631v*y
z+mXA$pJirF#0o3L3%U)i>#7@Sx);PAn6}CMa-RIg_^_?_^>VlODIMDLR<`}ul7BZ-
zwp%Y(`C2s5*WO#JVY-vr-FWVImJNMh&L7i1U~hL^{Ilfj2^;Lz|H<H8mMgZ2QASff
zS@w+Z!sJiK`(FQ)*%a$@=jT-+`?+0nw(7ojUb*f}<RjxXlf936%siaLe)y4Ta7b)V
zKv>)cnS9|;u^o@+zVHZ{{pYDttHZ;t0>eo6s^GKQjV~<}T9}S{eO!7fm0_v)$!Y7Y
z7jQ4#Ik)i=f2KmxnU;wXK2H?hggt)VdXJ-U@!1zCV!8r?7E>C64(&+GV96}#IaMqX
zo$e-awfObg^$IU{3cc7V^yi{th4G<T-#bp;*42!D?=wB`Nm77nK~bHU=%*a!O*-4O
z((JoCc1Y<PuTxcvnHK)Mr*mQOZPuc*t{y6<a%Nn4e)@*me@7-6?_B2%LMh4>brb%W
zb1pf%B<GZju!or9uAao+z`L#;mmP#peLn0Kd^l_A3JosFlqu1CU;Gb5&tN(hwfPRO
zUAMdlui&YvD$`GYR!rO**q~6DTCh(*J$DN0-4HhSD_Z$xM&b))MY$t4O}@F~!PbI~
zbwO8;RZqWuY2MN++%LcE+_3uM((B5C+8aA3=Gj|v&lkMBWBqrJI;9!=-ZZ@n{ONr9
zzRb5g$-fb52^ZT0CdL#qGX7A?7hsvIpMB`q`hJFs#rLu^rFb1|6e3D1oI0K?OPK1o
zw=<{Y-aUtu77qTWkwt;~W<{9IuW>x~_syKJX%RhtAKa;35TyS~<adXpd!OO_uq(xa
z=1a2IusE-lO_aW{`hLknK`V8CZ|f^^;&vq}C%ksuZ0#?#4v*Ngx4>b-$|Ez+3oR~<
zbS}9k#mFAD-|om;D{)>O7Rzl*e%{l6?w~Pw&-+l`T=lbuPgi)EE?B$n+ot=S!4Zq+
zMMy5_wz;p&nmF&2sAW%g>(mRYUhlcRwsT%f%i7PqJ%{ssq;>P-znB#5e>utU-sPf<
zhnxPl#QfS-C|RhyT=;9F;n4$5m$zSbP7d}@)%{hhVz#L_{@dNh@yU@>e=ZCzj&^UH
zyEN(Vs<h9CHH$2^^cvP%cO1TNWOT)6;mU{6ZV3vLuU=gnm)>!z=cvx=#b5p688mx^
ziyT`6CWxLd<K?MYkfVJ1>7h^Cjxcl{IF&ei;jIO~m4siN^-|VgXgqZG*g`fNtCZ&J
zk=ZTtWaTY>?UtDNQ%}Y1M>N-hxoi_0mddc3{C{5h+JAAuw~OZ`TR(~gSWmx|dv{9A
z9TT4F4u-15M^g;5&5I>vdZU<Il9rut=|~k2pDMHLxUu1SrdLvC0eTA?os7j#|0~gG
zo|CG<#c{Q=iMcP*Xrf~d%Z8VBiJafAyg0k#ys^8yG54X486|TMna`beJ*fH1wK+ok
zyW-AEEm?F*W0yFK?svT-->+^jkhb^Tu$=Ro$-#5860+F;M5@hDzwzU>j{(=se}{cH
z1WnU<E9~-ZvSZ4=yg!^ui}OFQOtf`O@fWz6o3&qhy3G&Spht`Ltt^uZel%G)v@r2y
z-xQ0?HJdd*ih3{nIy>i3)6I?#uf6<aW+wai)o}P^ZN2pMx|iP^c@bYfEwL}pmY#Wd
zcFvEQm#?pE5bFGp>RW!U^Yw<9vz`3+rf@szG2W_w|Lc{sCcpk$p(j-w`YL|$Q-s1F
zZaZVO`=kE4#*S>U;D{tU`<jHv@clf2GCwydJ}kQJ@_e0q$D$MdF8AiN-8iylf>#<-
zmdE9N0bg8i=-rN%I@%)fT)kng#fFezHE#97mwu_)%U9H?76c>*IZ5cu*sOGWdq~^$
zZL^nctj=>izxKsW(WkrfU7JIW+9{nBI*`KY*SGK2;Ym75H|M8F9_O8zVVdFje};<p
zM`e+U_t~CeMV8JSoZq)6wH`ZTd|svd>rTE&0VeVKk@Z*HO1zKXSZubC-Dh@4d*alq
z6&VUG|MEDU4{O9uGd{xOvx{Zv(hs6csTCU^d=%`v`ix&gwpp8HuThUk+zpqI&?pVA
zLPK36r-d&%j!53)eiN&EA;PI=O=J3`)@93`WBgl_svf<J`CYtoZgY+4u65J)zAK$0
zwjm}&BgcsM^F7x~^(jjA*)~;6qI2JbD9`_Kq_fWT_B@M=ktJtO)I4(etL(liG0N=h
z=eC@Lt@8|1%wKU`m@s!vE(hcN`?)8)etGfSJUO#D^vb+vpAM~DDchzKx%Pg-iLRTc
zOw^2)M8+{pX4krFl+t<r>fV(So92d_o0e*<%F$)#-({N8sb+a*m%IM<e&4nK_e8|r
zU(9q@I$B-(LT%>GnCoE+zWbe6V6|ZNVXiL+Tl>z1E%+_<=CJ6C3(HdKS$Dapue7)m
zy1;uuLEY9Pf2Rl=Si9Ev_pf!x?>;q!|IGuvhi?yXvnjh7edLN{jyW3DvsdGg=UK~{
zS0?tDIw+dYFi+%p<aVs)Nal%uf7=!v$$iHq=MeHdV$YI?icAZ6*q{7Up2>4jP0qpR
zvh+s=!M{`QfA!|@;bHnTefk1D(eL8<?K8RKQr#M49XZ!@%~q9QQ+LzZ{J!B^tXWw`
z?!tYw4p%$av-Xq}2&y#4X>AbvQCHZRXvTT-1DCiki!Be6*cPs+mudzxqvU_NsVvD#
z=J|9kNG2q4>y^Jg@1+a=Dy~?!Chv(_ae=|lOVi>`rkuO>u1M#pSo>_=$*<C{zw6p9
zd-C70TX(l<TY1it+?6`_?THJ5VLxXs+|2%Ov2jVRxtH)or5G;t%51|ka})pX(Nlf#
zYwe~}0++7zoHRCSnsnP#&@|mKveWPQJg3tO8K>uP{n8E<Q}Nd}TcA^_ucu>hN`?Q=
zDVAQ&FU`UHNi10|j&u04d~;{z6|Uh8=9nA*Bjc3HhiZ3w4y)G(SIm@>J8<j5%k=b5
z@jm%m0z9m^U6bs;9emcnKFw#*o4nU;-38w@x)clp?XED-`8hlM!kg~qiwBKPiXD3V
z*k#+wv~zh3m(&W5te-Q>Y@TmI#Mjf4B0g{8&sdX_^TazmZ^iEaALHYSzQ*7G|G$5F
zRLlRjtBV%=s@IRz_u85*&a`X$^lkO#mtK|cwOaV+(<l4<=bN*S+*|qkS%|ypwiMx-
zf~0@Ny4Uu0mQ*I1X)3Rt{`GjFxQCqo-sxxfBNa{MzEp-O3hdLDPFP>#c{<1GwAj)c
zj85w%ypK+3*X^$ERb4PG-bLcaE!Sj@m2G)eq7Qk_yf1D&X?xRMZc9V@tWy$t&eJY1
zAHCnDyY|b8BRja-lsAQICEN6+sRkSk?DMGp6?4oh^~@jJb0NnHgdA0N<joA1JCrqh
zs-a^aZ%e=uq0oaoUw9RSo;{8WO!Z-BoO<@uj7p7-=YRb>B@rLOE}6Ba=cLJ$0QO?<
z)E++7>8IC(9`rGp(!Z)F^GnkGaLL8-&#bkQtM=tauoN#bdX{%`?XIh*W?WwN-+&=C
z+%bh=stupR$pS;cdt43^!>XhirmQ%5{w%|kdpE_eGia>kW-8CR#?5e){n%=LhOXs>
zHtY_We{5{oB3T|XGirP;<zZNw`({V_*^ezJEB$1DGCb{Nm?CX{yzR;#W(JMYnQ_a1
zY5QH?Z}0Y-GuT>+{qCY88GApOY&_$$w6}BdW6g}%P|ImOj7*{;cBV$W<}s-!AAI_K
zNR;d3*X5Gk_9ht<i@CkqzD-`j(U*9#!)o#D39E{N0{-Vu{$==R+jD2-n_S**;&*Bv
zhd+%lnwIFqlY2xoNo)D6v;5m*gkI|1QV^JU?bms?=~7kydwpiuXSmI4l36wJpmuAn
zRkZvOW}DwFj1HYQUTD3%(>B{_hTojMum3*1@x4sjYD3YJ{K}sn3#Rq7O||Mf;?^pc
z!=d)~(ZYzAQl4%r<OM`(dsUi0-Fd0u$)@#>{YFc>@uJ^3hqP5Bbxw9adAGv(=Hi)K
za~|E$TchJ(Rx!iowpvft$~x8n@ib-b&bYip<=g!hYvxXzv?h32(8jtG;yj<2ufBD7
zp%AvI$zsn{KG~;g<)<C4$L?QpG|P9I?TR^3(GQM^o;N?as`=>^wYzKY?U4$IetO07
z@X6?>S6=_xZ58AvD=8BBcYE>ED_ey_!%wfw-fq2K!ywSdvBEgDNLKiWf9XtBjpf&J
z@0Tz34L`jybwfq`jyEw{n;dI(rb=!vELmw_9@y0-Dg3#y^$^E-mS%>-ryk6^;UP8s
zdjF(A0p|l95(oXQ^X?=nY*x^f3Y)nt<wEM=<^uC{t*A1=d0OfEzs1$=x=QZ3S!DO_
z+lHARjD@XPSJhkZ&JSYiRFv&JEdT7D##P<!Iom~;v&+^_+gB}XS2p>boL=pO`<Z)h
zo{sys%KQD<-6C(+n*Gd*{pI>AVR~Gre(%Y3buaJ6RNbv&E7Hy{cxnB9k;@6q$7`3&
z_)*l%b9uhp-&+Mg-oAWs$-FXK<P6^&_kRViiuI?v)J!gX$^QQ5J%<|0FE!qeFMY4G
z_dj@SmY2;z#pI1IFO@fD%PO!qPq*th&K7-FZu-22zL|5@*6P_#Ro@r+a+~-3o6CJ3
z7*8zQ`|eWp`{!CGjIQusTdE#2nbDo^$sPH!m%l9|uhm$I8~^-hZmw&^U&GhM-OoH<
zx`Ipa-8$QQEOyluH}oDD@0dILz;gxhiVJULmg&z8I=6f7K`!GAZ|%_CZg1u97KSd9
z-ru*F^P{`lyi<#+S~ON<*9B@j?EcOcZPb$W^_}ecXZ@F}HM(Q`l6oAPR<gJ)_xM^_
z?aHlpJInv+dim#NQC1PZYqv7zPMP~$(wd|5<aUc2&Dy+$6JlznXRWIA3fPqKZTC4(
z)Axb}6Lu?R)J*A&{-UOFvt4)J<0X4N51AN+yXkKZ>z3;(oY*Nd!-|JviGs@1ZAn4Z
zp@%YL+Ki9XUEC*_t?$$*IrHPJlaqGsS<*23o+tBrJJ#a!DLGfFdM0e)6zI_AQ<-Ue
ztUyzOLs=(KhJ$;Tm&!6t!<Q^;e+SHr^i4KcV0Hca5~~F}cy6B2O}Nl!DG{)xL-j{5
zTj4bAN*jfJyBvR2NpQ?++?BAoJFKQQF7}CTP29%LLM7Hi8y;N$eR$@g$Gfk;=+Suj
zF5$MT<BZqS?sVmvPYnE#aNAFzG~;&XhlX79^)3?|x2i|K*V%aC{+Vb0-foMXATrne
z!;V~Y(@US8%naI){L4o(#dxbi!0X0&I~M%AHRX^>WefXF8@YEswp8YAsdV~r*Z#z_
ziF1GOZ?3di^M21+<GX^}&hUTr-KfnR_>q<Czd}b>dCEUWfvM+aS5+%${Z4KzZ(d<i
zIUyo3UcX@D;*Cz5YMdvrtaRQd?djy+*{l#S|J-C1m!GkrhaG|&B7M#>zfthKaO!`D
zO5?$ueJYLeB5xb#rKH_X%v&ciNyX$`v60&YWe=feotwQTO{m>sympexm$*6WCaUnX
zU%Sr!@{ZE$UBP?etRgQYWUrVfdb5Jr<jAxWJ-q841$kWAu{AF8NB6IN`y#|$A1FI*
zQOIbvG>}M0&^eHBljWJa%nX;x2A}FOcgg<ZD<?Iscc(CaTICse|HZT43qHJEE6^Uv
zSRFAjOZUI6<#nd#%hc}pCs<0UGZ>pPiXMLO?alh)_M@kl>iF}&E-JWu$VJlahFH4o
znWvqLFWT;72#PDalBnk`;Hf@y&nlm&i|%upGz#2ryl2}kVYctu@=uAsuL&4crE<6Q
zEWJ?Nu_0XF_u6#*cBwW0BX(!5yX?3*(cy=Lr8;BmsW#dD!Qa2#Jv29f|FGvIgNZA7
zpT#zdx*W|DVoC0<K6?7C*ZN5cBD^tLmW^vJq+WhK^>fBeqw5|5Yz69HyEcX}?dS9q
z*kdpFQ7K_Y_Vw`To1Rr=OkZ;S{w+z92lg)vEnXO}uwP-UVXXA$=UhkItB$EZ_*3@q
zm$2<^{r}*m<dl?8-_D;~P;z_!D&rTw+4QUb%CG)9|F8MJXIuO&{u+K^-}7+k`$hIM
z-V1%d|KZ!Ux?jxaH9kMTAm8(T)qi8&A1_(wT;$1|{kK7=PEB6;nrlUZE7z6Orwb-J
z794SL2wj$U^J)-hFK^b$BadFP$gU6jl&hA%ZO>EQr9!^n&Nr6+pR#Cu%*rE083#%x
zFnKk<x?cLNxpx(Nebtw2oz<I8h0e@45OtG(Q6R_UH6PnAzv#JUQzG$Tb`8ffwr|W+
zTT6o-&)qkWeZj-2ZgKgFy59oT1bYMFi^`n_PklIF=UhK<fZa>RE&inS-8@%)_J4fe
zm|YjTEc-2bWZ}7e3i|C!HBB?8Mu=%~tXa3mt={0Gw%ppO4oC0LJC(EW)VjYmtb&z~
zuWo)nsrJO=+Ua%f%opV^m#_SB`t8fzB4sx@q&nDU=~V5seO>Ts+Vy`C?WMJc7^=Tb
z+23dN$J6%dcV#hKo(tcm+;`J?b?58GjYm>-udbheJ-AM4>5lviv1bz&Yqy5xcRjGn
zU|MKk(8M%xxvRnAS&{<f#X>iV6gcb|Kl+y6sX08=qH|09F~&tX6L~5Gi?*3Fdiu`J
z&A5Mc@BSHEe=<3Ip8fT^mA$d=O2NH*XU=A0^|<+`#ch4$!mRY5+17r+v#J;8W!GdV
zvz}!R-BujE^79(DTh$id<R%o&Ucdj<jq2C-tk$b7Z(4qP^--qijr4o7br#=P%)Z@Q
zxhq#)w)$43&%vjm$L*LL1vfSpMqX08@3^axS+R?4MY6w9wUyPkz>4G#@3w4}Qu<<M
z_03t{#%9{|eCux(t!nS{tB=q7=Ga_vO;X6O;9S&^zFKjM8{4hEH5;$aD}OU{-SG$w
z#YdkeB-ghvJ5KlE`*Z3@;N1grVoKlKp2v4b&5=X2rS#2qPk}2N?R}djJdgak@aOB`
zH|7`Ff9nag2>RLhHhp;WZ=22CPmAYGn>4>lV)~&|yBi-iZSdpjxqWIuA)^Y%E3u`s
zGLMJ3I5QNmX*~SolRRar%gR|-WE*wY6xjV|I>J^pf8JvQH?~*%pSKioO?u$Q=6v1w
zmV~vjq-NA9j(*)QN1M*XrL47@ZgKji`E=vTe=~P1%T2xf!ouf2+l?IA+1vsQkI(Hd
z-|8^o+5E;?k7lgkopS14nfRG0Eq?h&d|X4#>z=JWVzv92{I>1yyWa=}-k)B#MW6F*
zpWyc^7c9!S*m_ewy$al){NIw%c>&uF4oB7k#<<2Cdt;uYg*XJfEap-yW)t18-tvmZ
z)W^>kdyB9<5c}L2{VBBL1D{sVx~==gSIv$*(K~y=OXF?(-^cvuWS0K3_*O=}ez4aw
zhxy@kIotQAzw_m5n>B-H+kW}!hKn}L$gYo%;V?gVIrY8V&Trp8+4bkt$8UdcE@k)j
z$LHVt^FQ9H?|Wl^r|Qk}clPFw^XlLID_(Z#OTR<LwbZ(~@8l{S_WR$M)9P|JIAF_>
ztwxPrtLxTIIp8l7w(2gEc^~t#vol@^KUPyb*P0c6R=8=))C+Ot**quK-{szLaxF(`
z!ps;IwvQ*Cyl*zp)F~19_U6WoH;a#JsHjan>}520#?oI#k{xngh0kv%^*Aq1vo*gX
zx!_01HTD}*bS7jm$hbBg?ys8ny@&m^<ecl#QHM|37cV#MK3(g`vaw`BmRrKUIn!=1
zhS)uhDD_+Qc+J*1j~<tpalT-77H{5rCG@rHo~Q4_g4RwsY`?m_uHfqgcEP{ASDnqP
zFP?v;Sks>VRlvIC{Huj?@48!s{_gMS71+snMAIkd$Z_L3@0=y^)z9rM%?`aeQty?s
zWWIRnPnKPCn2oA$8orB5R@E?aS-W+yO_|AS=b6lpRzBij$kBA*S|alx>Cqm4C!S}u
zJF2e+|Ms;hdopKfsGRj)(e3x^ioQRRntQhKVQufU)=Tenp4P4X;nFO4Q(4#Kecp>k
zmq#KFticVuriqh9J|E&c7~kkA|9J;jan_T7rAxZrd}Hyb*IIl?U3w00SmY``-+j!y
za*4Z`<qR%|Fr0YG@l5_fYLs{U6VBfu+N@u~mkA4`$CU^)`Ejt>+!DIL{Mg{ccm3z<
zIXY+axH=zRe<rAAe}c#vGXu->T;@fht`T`Zd}LNkdwE6Ad6nWqpTN=p-Yq3Ex;^^$
zcC0zTThgVe<df=lR`1aQ^Qc3wSYs>FZn|?McGWC1$SB-mfAXe>LEicF-;+(2T<_W0
zz95G+;kARY#&7H2lTCz9DgTZ7Ta{5iDK%E^rT-$a*s^!tUr&EgSImC5{-yt-#K@0o
z2`~OP{`LH4X?Kos-MbA%&tE>iv3Z`IUsXZ<q{|z!<=_3;_fJK6e#IVp&O_^5D;Uc5
zUYvi#yX>p_&9>O}(Iv-~S6-O^B=T+c@h_2YXP>?Dt3CX8QvIakH*6fQ9=iN&=h0`D
zSLQ#_-&AQ6qG0=b@|{K(w?gftsVqvTq(l9MB!5p(_e|mF{ot=OapAAuwkk$iEJ8Ee
z!sq*4JMjA2bn9EoQ!K8_82-Itr<(d@)A28whMZh?wWN0bx%+F%i}lX6UNh!jxH^sd
z(1Y}^nlrbrzJGanirr$Xd&^T!bjSYct@Ub3El-|5NujKBQQDK@?LRYSO?0tZ(W%Vh
z{%eZMzN5LdUOZ>SmYA-55@9yKcBwz7x75yTk-e6;mOptD!#zjloyx>_SC${Cc-vgw
zu>JQGiFti%?NskENGEbP+NmyD{q3vf!;o|5Uj{!4{-j;&rPA?e;R}P5UoxHU8jkZP
z9Xvl_tDWi<9pfUSzME#H^Tf_Cl4EuM^t=0h)h*V&t?lYk7c8gm>O6A)IpfiMxtd+_
zMRJPAYo{pq^xRqe!}nO><{!Roe+!T1@7>KY{qS7vy2;@gd&3{ynSSr(nj;T_Vrm$F
zycgo$&zlhAz5ZR5%(S5EixUf#Qj-Ppxeo5*Fi^9&VcJmmzGZ{qw!F(*7#<(Y4Q*#Q
zHaof_BlG@euC<wL62{#R_!>6y8>*|FG`|+>P$MJpl`p}k_WPknM`z7FTYH9KGgpq?
z_xZ;AzLtyHKAfhwN<*vaQ}p$T4A(E@oKQKib@h*1Y&&K&7-v0ln3x^Xp0SZt=j6Uv
zef7Bo*KauNZ=J}i=bU@8k)z{q;q~sv(VsG>J2b8BTUIn<f=cBB_PEURg-g@h&jhTR
zwev9B#gZLt=WjM#55IHvPpWiw!4u)=H%%{l+k(v&tl93t_S(q$vqscZrHkRumt7B3
zexvb5XJ;?dxv;{;Vy1__?OdYu?!ct!-ghI4Emp~@Ul&+?mj8R-tivmBPB=NEbV|Te
zEtiQ3-?lH-`gNN7`rLAs%}?W+uDaiSkkzijQDt)4;+3C0i$S`Eh0bDIQ7*o{_Cd8G
z&o(|bdYR#3RQWY9oc~0ZbhL)!lqTo(4Xfkzm4Ds}*vsMUvT8@V@So3nrRo!opR`e9
zb`WRm=l;`Zw?j9N=@EaAonFlvS78ojBekk$)+>HbTDmMd%WviHBZ03(#7<W`%;^08
zxUo*$!+e6c@~NtcY?+$EYW7#AdI+Cwv0PCX`6=n_#MkR@&7Tr>vU}>3#s(Ajlij8t
z>O1ySG+($ezb;sN@s{pAGZenAjL2x6B)&R-WkG-H0fBdkv&`*h?1@O9?f1-ZGf!OR
z>^&8q;twCR)zGd`|MaL+d168QIy1-I18j0^(>MQq{nVn;Fje&|_omh<awlVDUbWvp
z68mS}5Am8MN%!_Q@BSfepmzLa_v|&|!Vlm5n>zc;(S6r)d-qAi><{>1ThYF&WRkMA
zyulNO@<-PuzIF<<J>6aOnBT=?Rq_mp@?IsbtfOBuShb#%eP?PkkZTT0oOf)Ko3j^B
z)LeIqSFD?O#Un0mVRU<}yJeG5TcvkeBuj~hV~z6N0PZzMPu!FC&dHfwecVDM=!f==
zDYbuOzrMavmw9z%T!Yi{vzb3FcC@Z~_holhQo_WW6SL=Sy8ggz)6JtZ<e&I+Z?khY
zmh+Z=aY6n-p<YBqN5#C0(dVD7KeleMUcI=%nFFe>iSu7>b=Z-g#p5k{==hZ%KTLU_
zA7tCr(4_y;QTJ--gBiPg=IuQ%t^37Ncu|Sw(G8p0!Y3wM=`ZrLRko^UDKjouy86V%
zgS!pV^a_KosVzBTe8SLZT5#vVx2?S?lGZMLXQ!8OmHw+!EIRXiVopuzzuc>KQu8<S
zRaARAuC3u%>l`yPDp2#8-wn4u-s4V^dlywM`#zg@zOFgH?grbnTc+#JF@5c`N2HPC
zY$#7D%TLo)ZRXGWx}xF*^^8keHu&hWr~UtvxnT;6*1M(~T-#bAmi<_EMyshYfor42
z;o16^_yTHo$(AwddWe6hpTYEg!LOTFJPSNo%ecJ*)phu`s-H8rz8tdOb;Hir@`YTf
z<ws2y^UYtRbI+Jd`csS{+sb{j4K)^V<@`Nr$j@HAc#-2`foc4L0YW$O#jY+akC`_;
zMsM%;_E!Z4F)C9R3tn5O@o16#)&HzIweNUuY|gx0tS)r;Bv;VOpK8hyr&W~H7T*$n
z;yjN<MkzMCCz^Zl-Nt%pf#i?|4WEd4t%?~_ooqX}c2C&OEt;$odfddrKj*Yhf&Y>f
z=UrCJFAb=Aa4tLlbEM;{wSRU!h+bUK5S{)#HF&*nLZy_TWZ2`lhgnhHtR+XQvJ=e2
z9_~~6;MOH}UR^Ir{u8&b_`X%yriFqUB~9g#x38+{-B?uX@hIuTrc+bd@97pg@<bdv
zUS0CY=`-)dGb(x^HLuqjcD<DIi7`njc+ft3|HhLJ6717|nXFaOTjV{};>{=D&Tc!7
z@H?}1eAs(PZqkkqmN#lUxgR-JY`*mNNbB-PMsYO}YwC3i1r0t6YiO}f(Ae#i`>4sL
z?s32Wm$r6c@%LTvZ&toLcjm?HH}cno#e@CX?JNp6hKd$XKf>y<soQ&vU_(Q3P4*+D
zh>XuK<o#pz`15I|RUEOYRNL_>e&U0w?Q+xSKNpU<cksWQi%oFee>Imq_uuj>KeGI~
zm08eUPu#kp<GcU#bpd(yVuJUdNNrwUob@tiTHK}?Z+^Ix#40(~>^goa&FHm-MD8C|
z6_+P-gvDMZm1KCQShQ}c?mhB{sdMp@w5Wu8YnSS64_ndsP(VznYKB0}u`eQ;THKL~
zMNG_}9tc>x)IUPwtt^*t`7MWunx)G<&#}zloL1PoF7ct^lWqILRxsZ-4r@Qmd&4>+
z*`@P$Pr|2-&266+rCjNpH-Gi!x{1>lt@wB^abx_=<;4>$c;-)7xh79|<_#vcBYT5f
zQ&%3I+8lW}(fVD+v6+>3=Jo_{=`ToL_G9(&m#>q~dWz0CbmX03CfBOn$}?}SJ+tst
z#p<3tVbXeBry6>FmLC&1V?BAw=_mJ--KUB*EAP`{-&nMGe+kdRiT3LSXLav&%H1Fv
z-?5&@%W=MhMuBna`+Yw=zjsfIZnAVLzOTpX{dKBK<d+{JJPTA!zMDLiSbk4T?SUqL
z#SP^;5u1Q}{`%AJ%HAnpb@_Om<Lpj8Z;f-CCogE++PL_B)}8lB_PZ*N)MTHoI^igG
zf9a}{msdniaa5f7d+6#@!Id4e-X7ISe;+jM>=u=M_H*tTubD2L{(=Ab{j~pmjT)>6
z%T_Btj(2Q{JFdle_{xE7p2O!iy%*JgRd7+PblJ*{k2vD)+1R_8R5*C$%u#Otr_OzO
zrhI8r$IV5dMwfF}pOKmrnU<#$?Q^n6<m0O?j~3qEBolF8d6$&sZO6%_TtA)so8lbL
z@=RIa8^?Y)Y|-o^UKU~+9&Vk-x+cjh{GBKsc-uO#znS-G&gA<HO>K&Lop0rzeR>*u
zI&RwZ^cJo#`4^2H>wI1>FxvUtxAegmhC}vcFXvraw6M(Y`x>^y?T0q)$bax`ftGTI
zRAaGmgYLqR^(U5WiK*eZafyxXe|_wg>OR9msv3uT)HnQb4wFB_dxHDKx>J)1=FdH`
z@B2*A<g+|o9HH56_k7IVEB`yBIB6-wzR}pp-X-<@TlMnH>#xKt=QeddG?BU+AMC>R
z+9#sv&&--Rvoxa;#HP-lF-J!|pX=~8d%yQg)@;>Rbkz-4+?gXQBk^RGY)a8Sfu{23
z{Zf0jK6aFvW5W1ziQ2N1W$e2d&u9DH*qxw0<NU7FhCcbdsSPt9{PgO*Yh*LSf|cce
zD`WMulo?K}GQobItu{o3)Vm++Wi092k(?@j*F!KkIY4T|v%_o-Cqz^(YjIC|T^pjT
z;9B0BUsJvMi0+)G{Jqf!zr_2;OlbMHrKvL~@sLRLdesAWB^S)MQm}jU^3j4PD_P7-
zmfT%yJ>hbSc6aW12krcy7Pl`ye|hT1OAEI?&H8@ft~wUc^NyzF4{ju-`S4Di_IAp&
z2o{G$h6|=$+NCgYU(Vw0))0sN$3K)@OI7viYOY&dYtzV?q~*eS|Ab2Ou6g{E*Pd|p
zSYxR&Res*u*5KsA4E>HrtOZ5aFL-mX+pP3etlOBR*7V*YRzvUD9Q&*6{~PBo;V_k+
z{(bQlonytq!5bEs-Pm^SsWF3Ncb>?>dx6G#Rrwg&HoNT?U$~<Epz_OSeto|k6?k1k
zKIhGg{MWZ;_q|nS3hNnSgs;_aKUmA0az0l{_)=ol3<dMFfKvCH_5R1!8?bk9JZKP-
z;97cZW!+`bZ}%7YF}wCwi>04o5naKkSRfMU9`M%ew|-<=Gw)}%H~WvWstYmLE6o;&
zs8wDTzwfx{xA^(-wIaXY-`u(F>_2bI#j<bqUzvU}p|<hw^eWr7H~Rw}pB(7eH}P0m
z&y^o5qW`n~UcZV-Pmkf-{YPdQHGvKnzuf$H<44q0#c%iT?LENtJOBB#cMe?_CuUcl
zddu==|J?bC*>Cngd6*-y=IXs)JIfenFuZwEvgoR_PLN06x@jQ`3O0VL54HNg>qd@u
zNT{5FcIwXBgrMZg$P4U?3q(UU{#>Dutk1%5>ak*|g7bsb<qiqL4kAxpCY0awDoi-x
zk#r)rU|na6m|CR4CMUxdiG@k~9x@1iidYrDt^MA@(`TzPboSVUoUgsGDn8(5)BLa&
z*(;r%kv_`nRgRjov8rkEXgR&QQTkfvYyI9Amix;Kg2m2AzKOnkSLk6*QT6k%&e{7u
z>8zAHzT%ZKPk*-LmdSyky{oi)R^1bSa-z<x`T<*|mUqejjuXL=pA4)*1DAha7@Qi@
zVE4h$DwIF9=km2*MZd)!lzeBMVIj0t^N{I`MXKf3U0-a@D-*1mD<1r!`OOQZkjveg
zJ^Ckltori>lAUBk{BpaZa@TNu`EH>nVEnp2Pa}HK&ow-jt9YW1EV>_f=f$T(AuA4S
zecw1~#d$8vH4c~it)pIt8*H0%X=$Ibj<@X#p0ZZ2&)=55OTPMYUMov;%VPOWSMnqO
z?oVC0ykPBe`OP;X#azp4e@WlHnyb5T_KjuJZul?MiDwj0`+h;ldB39dDpjir=J|`6
z?b0Mq@m<S08@7cn^?a<LIoE>%jYikVwxR_)emFRmFseKZXbQNOb%n7r#b}E1T1f>v
zJrQ3<v8S_^|L|})ahm&hHk;Y@Dzi0q_q(;eTb0e;Y5n?n`@5ezZe>4^T~+^~tE&Ii
z{O^_`ZLO{S0e^$TuHK*X=*NwCXSNGmVM{x2FFn9DM>RCY`Pu7>hjy9PZOdP)nEilv
z&%)ySQk!O7NlZ0lJ)V7{DdN9u_K8=S5v$bfvNX?KnK1Xs(Os@7N)68|HZoMNI<!sj
zq0yl`+jCpRRv))qoV4WVu1+Rx#f%SSQ94<_?jF7s{xUXmqgb*`=0>GS+^knxJQklh
z5z!;~n@iF7P-B&!Opn*|%#F_!BRJz%cU<`Ok}XW9?Ul_uQSWZ4O*MCm*F;Qts^zx$
z{mNHb+#ah=K40}Y_=1~c(X#8eG^W4d+Y>FFs(NVW&R(N;Kev|!$|<kia@SSzAglE*
zjrgaBp0M-sOl;{>_W85BJW$Ly@=CXRQRwcS2J#nNXHMFu>Cq?~5oav-?ypz;d)pfB
z-M_cS9PrrwU-OK(^Jc~DO()(RsA1f8S@aoq{DW!lZoGQEI3g!(k3qbjdX41OZjH7*
zxf%<OIv%rl=eg_VY7y&t4yKsMBeyOjpZa$oV0y<vtA#tC8MbmZw9k9RpU=I0f>YrA
zazPbIKb^cT$M}z-ocAVf^wZgR=Vefis$y|l(61=rn3OqZx)w}1cq}6LC1Y~dg-=Yq
z#=G28%eqoNyS-j}P1t;nS=P@}jYiw1{5Jp2D}7=8;!9fHlQSZ`H(0r)&bs>}-sj>>
zoBz^p*4!vk*?oTQtrc4A+45UjTDkUcKb)_flH)L`>sI}4kqwGr%PiE4W=LzySJ}PD
zNhgNuhHG#`gXukYE{=Ig;n(`hx9)$G_e}fO35z+&?Kd|rUM|4c|8nXs^}us}A%8b*
zE#0KK&f<Jd1iz1ayzP!h>n=1j#!XpyRw!h}oFW15uhLrY4rH-qeq?T4bZu`Y$f&fW
z-y4k6UhdU;7sTf^Kg{dhh0Qngc1rJA6Q#Q|`{ktFUhguVbK2x5KV{LYiYQ_)*Xy~~
za3<gz|LYeiwX-ix(KMgqB+O8|q45fLHB;5~`n?L<kJe1y-l41PbXz=jcH!B%OwY5@
z58AAG)|bT_mi3O!ezsN%$NDRG0&5Q5vwgN^!Hi;&TSm*-6}+}&AK~h^YL8cx`*?rX
zt@z^ah96(^{cL&{QS2@q6}58b;kSSFOv@9GCdU+q?`AgtUbOf1y2f|ezG_cYTgulr
z_8qs|WVOhX^JSHmanYLsCDG;92iNV*c)#Fb1YhJu1uMl=-_FCr8nd?MKdNY|bn38K
z5D?5)P<Q=8tj5EJpKKh>CFd?PcrrX@UuYvcN6UzBU&E1dw|D&4J|~~NU^4gdd!E(J
z4lACt)cc&AP$l-#;iQ0N`1wf-&vSoy{`}TsueK{^Ya>nuOpxE3eR6`|rn8e4R^~XZ
z<6uzxvEj_I>#OFeI)ARZA+ZE~u?BZ##NYkX{X~j_z0><ZYc=jW-<y8c0<u;kuFiXY
ze?Ry1^)D~X&Hri0t*>3{z$Kkxx8lX6tBp^^B5E%lKlQ-&N7+$L9j*g8Pm2-`yyw4h
zxJdO_Sd4>|Ynynl(wm+bA0L<4zeYNGSy^Y9g)NROQ_>Rlj%I3*W_?qA+SbT><1UYF
z;*VGit7QdR1h<}MnCtg!XJUeg>;05zaS05JD<(<&OmB^}3w|5IVb`1KY4q!F#J+O}
z&Klnpv)%R9!tnguD5thxeqtv*^voohgTzf61796nrg>m0^SA3I^(XayG^&1k<<y<a
zeZOP&a`m(oJTW}R^DjCs%iwLP_LY>--QmOW{K%iUsfjxU)+hIy8kY+FU)>&jWEZE>
zbg5%&JG*}7q^Ii_^(8!5!s_<Pe)nc$$F6&a%tBt4q(9e)zErKh@K>tmMDE!~><VV&
z7{o3;9h`Q+R&arZ?Atdsyz%)r_vugj_?mOpZ^6}Z{`*39b8EU=6#kPHFRMr?37H_J
z!r!fzU~oWL@~|uy<DSJ%{Iy?K6x+N=TF?GeQZhH9*5Q1u5yz>mHMOi-+0Uvvxp(}!
zxKHK6mlqaI0mpc{wkplsQ?+mxv);G1LwR>EbH8<*F8;1G^2W7X%fRn1lUZ5T%r&38
zep=R{KM`|81>zV#-d`VLeBNYly!RiyUMt~g=h^j(Hmc;N*e>xctJwT_22a)nE#rsN
z10zF(CN;^$Yvy!HMVho8FnXb5a*xZjQ!7Dyv0LK}{|ndSYVU?WTcy^t=aDm4%bcGx
zOJ9kv(!Ty%tULNk^-i^CB4&3p_lMlDa`f78w{dpPZi&Lji#Bj3@je#y&)DaAzQXfO
zyVP{=A6ffZqTQ#tzicjS`!lz!p7X_arf?w_SwFLhLRMd;zICsBue7W{O!B_Q8|DRz
zc6crSXfBv5VdB#N(%89RR-HxU>fi@f>~@|KTTc|-7cCYt+yAqRW0LNgstXV2-wAvs
z$jmh9(5uU)Hkx^@s(C?c;#cxBcGxOReNxoh-!h}aW#RHptJ5C>YM1Uj_~n3N&n?5E
zuN?382i9q`&Re~)-#FTRqxtJfouE6<nV)TBTFs%$cKT2avr;vicFu=IImZgmo7t~a
zy<f|l^;0aPWLMPAwZ-!`UMSkSUrttc+57izxg)->5B`4i&c!FeFJ6c|+VMVU;ij0r
z-F>0!oLU7Z7q)sO`ui`vt{tLuc5~3eOF=CU{8t7Xlz14c6=L)1@v^<&qguJHwjT^g
zY~{K!C1RnI;wNeCkaa5k_pW=y@-uO)S<brsSK5>J-s}GBto#@8>8wret<s%w&xMw5
zc$L~xvhe!Z-_w6tJe@3-P$j?f`+evA|Jv6$9;)B_=lA~5|COuNGN(km|7&RfJmYV}
zF$ozauB>OucV5+KZc&TksQQxg^m^UPN2jtB?l^RuVrcB}-r4*+?LALIE&Ict>$e8&
zk63xEdgAH4eSut2ua_@yjM}r|;!1w5y#<11db^V5$!0V?sG8{WEhSC0QDVBkNYta(
zZ~FGnconhp{cJ&@OapbP$xlC?iR-Fb_0>;cRX|TDi{FIh%RR-G#QktMG?g`R_FgyV
z+a7oCGWW1G#Ksv*S>?z6@mqW_f}?#6+o~hHYuVoTCaz)gV*lr`I&t5Z($xp2pWbk~
zP=0meA^+cN*s{WBH%0EQuI-HvUw!|2c(E4mWT&jP4we-R9;Kph4eu*+{kV0r$M@AD
zOSv;MGO||*%t~FRHkDOH=V+5>SK+pOA3y_;GVyD=Hs7xd7C7UpC$v1_;KlV1L<F9x
zPyeo7$ko#&QnGL3`?}xj4dtwOuj#yAz;g3M_A;-oSDcU97!<b2@~>PQ-Q^wUwczl>
z;zv2b*GtdnG>2>Lv0`fGz2U0<XWEf{2Xw84!o7B$m@0Q8z1)(4XU2n!_wP?j8yqjW
zW|});M&;(9f463?&G_8JyZu1gv2d9~8PUg?7aJ@-)l;{i=fY7VtKj6WmZNG`o~F+>
zhkrcZu>W(Qb>D@+v*!i#TzAg$FmN*G_HD_V<|=5FzvjNa)A6aSfmiYh4mvN`_3p-M
z7Jct$l2@D>ax%hFC%PQ^#B9C9*3>2KB*Qu>ZpTNpfin5$_QwXOJ-(Z{#(2`nopYP`
z(jyf!?3T-4U~Q87AIO~Px7aB*p>Vs4`G(-?VzIK2YgYwB4?geQJWo_nL3}~n)}=c>
zu+9!Txidl0{M}cjPAyRZuj5+tGuZ+b_^r;+d#^Z?chRMTZbIP!&)+PWUVCbzNBke_
zin$^o^;L8I*MD}en#&w{oBxy5!iK$;$KU)(H`M4d+jVNei|2>9nw56=_9p~fx!vBv
z->AW^^+cLeB=Yjw4@!z(zS*&KIi3kt57^STzP012<~d=FZFS$4?RYoKYwiAHfAUzm
zcImpXbe+z&C<*!4{%Uo*#IELyqx%F;J^Xw$VBZQ$);UgwkC->etXj%EiH&i$+rGN<
z7bY}*|7obxGFKwrPB7!oVjtgq6Mc4bR)jpUReu&LwNvSi=&Q<nO~w<B2R)i9W;Olr
z-QfOc&DTBgY4g|3)Yffklb@669Cu*D^4Bg*ueo2po3o`t`{<e%91pW*t@5**mb7KX
zsTDlej$h3vTGsK;aM?a1#_&3&)Pv?%J!%`Sw$3<U6!T#2;gihM9XGnKtzGY9vME@u
zfcFpQ4Bzb=V%D6{Y3^HiN_MJQyQmHack3gWAV=9656yJ5Kk>27>jQtEHaxQ3$!DG0
z_5-_RrPPgXZAdOYbL8IU?O%M`j9rhUFwUIQ7%#z+vc+^#^#rFGC+((Q;3|Id^OB*~
zuba<y%U?M9N#<*3=bNXyuK##fyHacVm1K@*c{Sf-!r!Hf8J`Llyl)%6a_+<3?N8Ia
zWHSrjJm1Y<JF#@alXoX?dh`7&S$QpM#f)IaYy5T7vStRYeH1s(d#l9!pqYFnMK_wg
zw@S&m3!IuUSM%y8Zth(#5>`%IUb-_OeeRsMtCyU4s((Lj)z{qEug4Z0*njyq|M}}%
zf|k}SDzQ}3V|%;2?%iDP={qk;tknqKrE_Wb6us;3Ji~bG*ZY}!P4B$)@vW-s(wybq
z(_cC-lX-s9m{~FKiQ@E?oqGZv-xG*4IvO(Vci8DICFc7NXMLRdLfpE`W1_3utFASj
z$F}iBh33qgB6BkA2<xlu3t4<a6(tW|I?{5lamAri8x&S=P&N8yFV@i|FsY7nQ=v(-
z^|C)Nb@*q9=&a;>&U$Cp-~C2^tv9ZjDx+;N)2T$Y=TS@TG>(=_ZC^YLA`H@9x2+Ek
znz$k=SbuJ`|KrnX3ztf839PiLv#U(LvwK#j=DMZNqMq{Q{W!h!TFV1Y?j{uz?MrTj
zyn(M?H7N@Ed=g;woua&&=K$}AbDV1~2Qei=NAi8R-#m%r|FVXC)x56`FZao2xA=au
z`F*HV{;ynIb;G-^z29zGO4u(8u03uy&*$li{Jg`wQO)<%r>?y^f%$(++Sk3^QYt^T
zoMv*6f9JKiO5Q56c=gfwdxF_t|9T)*GvDlR_`;~-ZHfXnjT|R&CEsRs5}kYf6bH9@
z8T%HE&|AS1EzR5_$|TNct`eJnWp;Gi%;K(-Dx!&(o3||DJG^AttxtyTvTaWb+g401
zeRS#N6>a7<NjtxW7VLgASII-*P}mlpZxXk1bQbS_mGDqLCC_f|AvP`Mi}9LEivK0g
zn7ugR{M$2U=iZ;W-q`&7`)|!NW*b+}JNClz$ekMY9WCa<m*&ox-MQq+zcXi<nSZ`N
zb!Uy*QMKaYLdA?|m0OnnZ%^L2bHn_>_dC+USLy=ga~b@btfKlj^QK>#X#JGy$&q8%
zm^A}WEPfPX;u?D~T=$)A%!@qBg4J1Rz21@9mpX5Wc3d!;XYJiQ>pO#F#a!>1H@s3^
z))#AjKRqX(tJABk_;>2b$;lPD?2WfN8}?T0yd!mcQvKvoy{A9FcNwJb+RC=rCcCIL
z!^dVrw#SuS)-zU`7M*x#HGNaP^@E_ixl7D7*(4pCV%lO(Ez|hKUZ{E6N&TMD@uhDR
zMI?ehe%rk?DDSRZ&CQj5?brKxPMd`I-qyKPpXIcvHR4k)=gIdEg6?^EB<Y?rR{Z&+
zB}GnLXnz0IPnBE0rL56!efmdzm8JiY-!`J23kA-8t&mqPaws#oC(a_S5GZEI6j-pn
zH7!iS>2k%){;jT)IM01~`+FTj>5-7E3JuA<!p%iiht5eZ=xcu};+38>f0vV#ke*oX
z4ufhd{Z%?a=}+DtP;~tgk*BR<B@|@yBHhGlrk{Rk)r{`9TW>o}aF1XA_2L?j%4Ih=
zJg0@s)Cligm2x!S?E3G?THR+i*&G%PdU|1RKymc6%*hY;ZMrulB(mvA*52-Arz_T-
zFIS0(cH!UJ98&qy%H3nC=2@GTC(+DHl#i}G`9^4F-ty1BRYexoo9r%Ld6=u%+H*=(
zB4x#znM=bZr(XA*wmM$B=Ty><Y>7I#z1Bur_Z{ZXxh65SS?}N9Pa5nJQ*G-M48I++
zIOy15(-WJr^L>_B__lpNt@0V}X{;&dGt^>#G3VONTOV8e6c>N`^V(|hrkFmB{5k#a
z=Rf0GylJ1l+9BP=o7jcamqaS%I2G;Cx%%nJzGV$3Rd091J-BpEnEP$5V59a~kE*>V
zOPx|9d%Gr0$PrNO;1kx;R!zVB%=+<Lee<->dk;3bS;?4L&VE_GQM3PX+nSR~yP0Pj
zDgV06mG9c%xhpzrXWoIQ*2nKpW@_sdU^ll6{Q6qTmGz_Tj0;5%p2WENv(B#RQmkOS
ze#q<LV=mX$w#5DYi<;!O7<?5wAyd=!p~qT7OR8RBdHJDB*RS?|m#SIyy0T%*x6KtZ
zzbbDq%aV6J%3E^ktjf-_VINlKhuzctc=EgH|92g_2K}KsW1fF{{9?-OK*L?<uUwr!
zao4V$yf65@Vms9<6iQW7&)ch(if&=7UAE4y{_hsE1+R*JF}zC-3Sassa9X5z#<?3t
z$|3287Cl|D`08Wd%}*c8nVh{fufF%<UHQaWoXa0<pPlyW>ID<!gd<&<ZXvSYjn3w!
z@(2H$vMv7FE&hjV#3sh|9ddd0B*k*IyX1T4IahC0F06Pu!LK;%e7P69<!bi-Cp7z3
zt=GBQu{r86(@UxJuWbEW?f<GRdY#g=N8;@I%#U{tMEdqxBseCXsCv;n(OqNHr@t|e
z*IYXt>~_5F+>Fgp&s{AJa!bEcOy6qG-*Zr~D6GHE;9662)q)?4jQ(yR0y8WpNW1PA
zcsAi~yng(gt5d#LZ4T-xS*DwQ^oZZ#MYpf57vH}Ax5b&YjuQEz8Djb?a*eIGd@|&{
zcguFc4{`Ue?;0=8_MTNCWuwONYd7a=bEd@}5pO>VZJ!hzA2*|?DtOVc85)KQmW!32
z`R=^6<?7<%kbJc@d6{P%${IH8+QI%(<e|<__rk{|JO2nAdKEeUo=*ht+BpiHLMP2Q
zS3jK_vB;U_P&CKt(x`(mVh;|_J79lNt?i9&mKNJ?cO%0+woj%8In=VxpWIdOKE%6L
zSNg(5z6vAh2FHCXrbXGFTfOzluK9m6w_XXK#P~aVWw)`;yE!~3p17=0W3JNo>tDHa
z-ETkU|A#+)F8>fZy(qTjn48t{aNScL(+_dQmrhGxTRlxzefBI%k@80Fn%)hwQp~=H
zTngTP?v-~&_=+#<dafQRm?>Zs!d|G}Y<XeD>|aid$y;|=SRPKOSm1NW#OrMR5zQ%g
zMe`Ha%xhOjS!0&y*d}b{?;~G)=1+I*W%t0a)z8<7Z1!35<cC6aea5o~p3l}eZ=G)%
zlJUh~{hf>dg&S=1wk%#VZA0qB#;?7}At@cHuD6OO{^C286*~3v<@PC8Z_L{q=f|tL
zx^qg+lUa?jQ?9a@MlD{m?1hg*q-_4x=-fSrAAGPoW_*{yl(TNjracx9Rk^Zm6wSG&
zf0yA`>VboasXKk{9q3}6dUsXuwbR04k0Ll)S8iB)X3;C*(AT$@E%f*<9>4nOxlk2@
z)T7=h3zrHleNmad#p$nx?eSR)=7hWM)A{{+Bm48hxQ1A1_v$4}?k%6dGkqfWnqwNj
znu1KDQYu$yL})mg_w}EQ3~o8*nW&U5x3GMs&(BmX|5+!RUuv|Sk*JjxDLW$5^U=~~
zQ}4Qy6B$J=ZhP=)?c#dr3(hi8)+^f8IDg+&{Q5ZDea^3!%@$cRetk?lAmTDHSLyTi
zE!whs&di!w?(;VwGMekx^!3Z@R$OnLm|1YH<L1h~RPDE3i(Aeg)1Pm8+wZT&{yxvY
zch<(fEPJJXN=cM0tS0%Dd%-34Ap7uwhbbG_7`k4sl;?kNclxhNm))1ny`ItFR;v5;
zaiiSJgxx_te{;5LU%hhvW!X~UCx1RO8+^Pj_(6L{#rs5i8R7WvVNLhW#2S25IC<{z
zhLs$jHhxcd)EsKopJ0_I%X8@T9WUqJ$y+BXK7HvM^eM8($JtY5GvkCEZgXYsg+zNj
z(u`=0;p$I0->~M$re7S_f~!L(&sn$doYjOya(|a5-)g>9@oewxPEHFEZ?%gTK6tRT
zG)o+wKmXtiww`vM2{l=JC+4h~wBes#!m?TaGo%8yPAS>jAi&uy?bR5i=o-%?u+cEx
zBD?MV@<leEcE(8dKlTbZcx{`0POLzSy-fXQt_f><*l%VjW%sC;T&s9(I&%^4o<;GN
zE*^=~r2lR*{8({QxXfI>SJrRxhtR#RPZ@7Kd}hLNh5rKTT1|hIRxtBCJUC&O5a0f@
z&yHQXdgS~Gt`#R0*7LPq(P@6F*2S=@C0w=lpkc)kvlt$Bl^0R&TzfXTOg^&xWG`D#
zpNDY}=cB(T&5mZATzaF0MSZ!-w7uM(mjYMiJZbzA7Wwt{F8{Me+lzhPEnYakZ|BR-
zt8oVeC+*nJFHt*jjq5V^w7)a_A4J8>Np<JUzWs8me4qI<S5bwEj${2dN)JV?is0wS
zHeB4$vUSUCz9lSSoY_b7W7NJane7@k&+;}~XA*nb(QOLJxtnuBPDNOM{bKX^s`lxK
z+dA{Jnm39aS3FRo#N@xGFS}>!k&>x1yHsUUjUA8O+AO(d!W^-d8y-*j6W8?e{JJff
zt(o*g-RK&d-@4AtGRbRf=j$$2c{f)goBh51-T52M7}D-c-MB4XST||S+~aH!JHGV!
zAB*~3@RG4-Yx4h4SDP^3iJsqPoU>`E+!Ocp_0knK%yOsQ!~U{O_<1q%y6B^?auHu&
zbH1JvxN_g)v!VNg!mFdN=8MmfHnRR}cPOfHd17O}#+jLUe|K|aYl<7(>RDL7+dBO3
zIqhQy!`<`Ko5gScm|n`!b!~m?hV<x|uiCH8BVJ^+dc{0UI~0|_|NiDz<#X&ZCG57o
z{B88ou72LL)pPG(OiEl9*LqK)mL-0z{EH)R-F#l0`gHYF(%mPkr}|Z^ewfB6!KCiK
z$?4uF&V5k~`=6z{d@c$;9&UYJ@_6{_+cj?&A6JvIfA}txJ+t}kf(LJFwr(+gw72=q
z;*%b3bB~uWzKztm+%swAeeu(44!oLwcUD%5@bmk-S7xPdOBCBsR{i}g@6y!ty{)Ut
z+?`+kbnv+G<Y{YumPTyGoo+vdt5*~5dx!`qt+SI9_;}@&#k@=n-CqyP=0%yZ=jCen
zdOVx4OsqI_bII<7Cc8AZi;J?TdhYGteqT{^_Uu&QKM{}8xh6GLY;E*j_{GiZmPUQn
zC&!bQu9*EhERpLW=4TWr&ogOtvcazJKH-^JoSU27B3y!_OEk4Vc{H5}S@=F9>$j@s
zqSm)@A6K5Zc%^I0v~;o36+4?9<kc3eT&uc5(`4&u_uG!a+G(F2g*3coe9t}O^HYZp
ze>?4OU6eoj{z~!IkQ;(GB-U&#etDtq)F+Lk1@3+#%jz0u&&cv&S~6?nkC_`SxVAM5
zCn(f>*6et&+i}aI%pCReyuoYFGpQXoSAI_-E9byHXI`euW`(SwU$xgvzwu1<bfsna
z(K#(^{XQmrs%84r_u6OcWP5|lV$%<}nyBjBo9!dRecAs~yQ=qz5bf#NH3~;Uyc@TC
zXk-jt`-)G->2!$n!aG*`d8Kr`4|0m#-0Kr6J=wJ3a^#;cJO);!Fa9U&T=u~ze(|c@
zzfv5R91<0>^RH`fd~#aT=G*(0r@b|g3M1yV-Eq`V({uQsB<b+gETJ-P6ZbUsL%tFB
z{^lHvy1Q3z{-HcK|El8C--<)F-ah(rmCL!Ht9jwe-CwkP5m*(qiQ&?^S0(G*3Pfg>
zuk-s}Id^f$*3WSz{Ht!w<J)_zeVO#bvmslznjFtMwPiv4{XI2phxV=i*&jFeaCrP$
z-k&vdPxmigwU&Klh3?~%f1gd;dvtfES<R*%gYD%`@c~yo9{kAPy4WLQE!&z*-6b+d
zL_2Pry>NT=USC0zyZYA{lqSDTS{ku2a*s)(?2>(}vl2cWn(<Pg_E*DG#@}zb&z;{<
z+FP8g$Rc$5*=F7cUS>b%yq$bN<iM>*prJdhO3={Vuacri4pEyDZC1T;ocnIBiSf)0
zi_bk#cae~ET9WXPIl50vcYWjYcgZ{C-({HD%ya+Barp1wGi|&PpUxXe|8U%R%jc@Q
z$=6H$sXO*BzPVw(+tt~;+b``iKNNiD>hetnnX}!te&gG+^49G~KCZe(Y2~8DMVln<
z1|FMM7SkMX&vCKUj~ls8QlX`a!2<HWH|DMWwmYY2>z1SMd$mKC+}yuwuXWp-MN7Tz
zthjdZ<`N%Y^9w87LbtNa_Rw3h(|55{sEBm1YJT00TgRh=V%|>PVDMY2S8HqkX35Aa
zdAw)47ZlIEUa?6;qe#x@bB_9={&1BQ3RjPR`nE>0`^+uN15DN;j_298y<@brjlSFJ
zHZ`@eJlE;pOx@QT_HE-kl>Kp=+({?aMvne$n^nSlA3aQp%9W}7zv8ZLUFg=??xiil
zs!r+-b2XgQh4S~@=9tUD@AAU$^NLlGW!C+x(mnPbTKsDDzbWtETtEGvedD*ZCtRs{
zDbRC-Q}a^tld`x>i9Uwd%)kuu7-FCPyZh!TU1wV)ILT?dx<o=lWJTIT_KX8&Y&Y57
zoZYi;^D3236WS*QX{MHz*8gOd53si`?dEQ_u~C^V?|gFm|JYyhKR@?Zt4yDtudwFx
zm(6)IRD8`nZ{6~;)0^{8?4fAtWzp-~za5WQf8xolZ|;Tqm;SBD`n~U|`}d#j-xojm
z>H12(*7k4qQvFB!fBp)qd-9X{@7q^D%bp&;5qa`0<J<nK87-wV@2wHhf4OODP0Wkd
z@F`Cn?`?~ld~&OivC`!8lfSciau+{sEm)oTC1uiU`NIbB5od)%>r6gB>C|~z`A4kv
zvccV!r=RCtwOOup>hs#ke@d&1=B2+@o0|Fee*XW@Z};#2d;fOt^7=Dh+W!QHF4NbV
zzU%CK=IHpke^sYXi~ryMU-ZxG_2z$<*{ttZkq<h%TKS|z$BS>Wo^3Jp8r%W->elSX
z6;A5BRFH_2+;hezN?+)s=+aGhN}f#CQTh8qCHu+eWxvi{7V@>axT)*GGo{}$eJ|ra
z1n(96XId|`?s!O(_|#mU_X~|Am!3bZzHy!N4bIAf?P3>yZ=Je|QOc}x1JAlYjoFd^
zD&kM2T~k~7;q}>?irXJIJbAQ#KVxa#?$G-`=fB$U;>F`lbLHxG*W725erErA+rK||
zKHXruJbl{DT~ZGxxLWL8!{t0tYo4PWU+H;+{fBSpc0JLP54P}T4|V50RN2b+W$DWK
zq8shrtGzBby(*&bv<KJi;?T6O4ILk+x_myfh_7sp*VCLo6$>N3Zn3%IdCnptRd<b1
zMBA_6*zc+rN-JhbiduB(Nwa;I++^UA@<n`}!O_)`f81joFS_-ao9{bn!m__7V0zM3
z-P2D}?eE9LZ(i(py`J~njq{G@O9~d)CCDa<baw@^r_a3CCDMJuF21fVRq*kpNuNVq
zBim}Hhh_bi4>j#eu3p)F=gG$8_%k}Sx*L}SoaftY8Tn93HtqC=Z_gJ*tlyPYZGEM3
z8sDNr%N?bk9h_b+bs%Yivtx@9%iTTAE=})GA2Xca{mDNg<$y$IXE;AM^W3vbns&Sp
zd-<YlQ_Pb$^S+g`a{Js{9K^hPZtl;0+l2lU2~^$QKlgb=Uf$on%$Qw2|0OYWF-@H=
zxcu2;nN`nUzGeHJY4p&@OvzA+;rzsno6Rq;?cw+Rvy0PiOU3F#I%yyDuKYRiS^e9h
z11WJ?CbLuig@pd}e71B$`R(%U-!qoy+RJ8MO}=fn>(G3znPm@;zkIM&!s7{_lH?Dk
zo5kT%MQf*c{8`cY?}+iL6<1lZZ6<9L4=?%tb#5*1gcr-Z1@_oqoA=3M!jItJhoir`
zc`d%ZXysa#(gqIct#ci$PcOZ!aN6BS;X|RZ;Hep%TZK+rwMrd3XXm7+v1$hU_d@xs
z2%Q_Nrp@k5opsmt%MbDY7jI}A?a>Nd&SbLYhUc#57gx1?bzEi^b#TMnt9BoyRUZbI
z<$nBUcI9twx4C)!Vyi7jg?DHESSDKU-<oz~!pru$E~Ud~Zhbd0KejLbz_f75NXBC}
zOp{kP2wJRu%G95;_sp!zzk>HpjC#!af$b<`?~ZAwue!*veLr<=F~7`T)(nSK-dm9>
zW}Bw&|MN8V!<U6Rr`|k$vE_<MM}|$iTBS|lE2%HBA3kYK`yH>l#^6%>3ZLg3va!v}
zu58gWS~H=bv3Xn8p9?IfZEm;DxchL%gA*67zq+fLbWF)us-?Q{&5xZm8jH<7L|eOP
z>TYVjaJ1xgeAp`I^F}3Cl$3Q2yS>_bu1WZ6g>vup^5`2$D-;~w&MsZ{VZKw7a;;L+
ztKBC5FVx-=dVlP0%09Vkf6~sg$ZeeLwj$$g?uV8a^(t+)twx*n*@u78;9m6h$NG68
zOAcmo*K1U~{Pktp+wb2`U-iClUZ9?dacR{&oePS4+4P@%e`|8iK!0{#+;djL{Ex0t
z7H^i-yKl*;YC1SIW#!hKy&`viiArzSrKgazWPV)4Z;=_XoDRJQ4=%CS`IT~Y(Y-U~
z$qSlU_pLbhOvNbqzEKXBRqXRv|LDybAK7;~JimA(Hr91{yPa_03XZj0GAnAW5`XN8
z{Jc>3R{8z>iU9QkHy6I*ZRx7k<2YJ(t$+Dq_5{J=FF%+)T`iiFUNvPaS}Z>_ZGE0)
z$kj(r8n?_o&ZyUyvb1AO5kI5nQ@@o-eF6Dh`iZOD<o&CjPB&c{9hkc2MZwX&440KN
z_RJP(G5FgQu6*`*gHUzYvzrxSFC&8{uH)ZV{XS1}^SlLrWyEU*<O0{L7c6pFqNl}n
zXqS`ymwO@}0#^mx!()E0vD@k%&Sk$Z!hB6p*WWIiCJ(kkO?lyV<Atx*u)O{1ake3+
z%3*^@fvQ5m&FfzdJBTRh+|<45)?e1>+0;?8xML}MlEfO%Z(dW&_?8CpF5SlCW|y_i
zm8qGhO(?O)pkswo;NydpQ!P7s`1aM^*|*lB#?SNjLGKx5PZQ&qWOuK)URA!JM(#^f
zV6cYGCyp~mUu-!q-1yGAnvpl@qUh~HZa<f|XN$VaPh4J~@AiB(vuV}d*%usJiWzD*
zUA(DQ<u0;vZQsX*K7NjGCX{n9Z}}3uH?Sq!!q4TYtWL9fiHh^tSqy$^-(_kAI@k9w
zGBvg(+OF5WRrT%(kA>r#Qudmz+S|DzS2o-+sV@FqY@=;ZP`g{*WP^ZCLQLXQ6`3E0
z{I2giQ5E_|C~(!?;t5CCoh-vrS06P}eB(GJsK#O8*Gf*db7DJ^SY}4d_38fNlCksL
z-_97r%FChaX5`Gdyd!C?{qOREqa{4sS0=5=W%_Z%s+m9NXjD+m?iER|vjSHp9p#@C
z*exBh(NouI)s2#qn^z`THCcsJ<>dq&wbHK>3SE<Fbu;U@r{vAEr>}C9el?OeHfR-F
zqx?+b#f6YFr7Lx=rk-tF&o1O@w>RU{YC*Gm1#fRU7*AnTkmiv)7dWx!e!~n24{g)Q
zuT5{3m|l3$a4Dd)Tga5}r_0`V(b=iL_PzTN^|-_ClB86>w8UmE9yOz+>;(xGpMJ6K
z3}ZB0++2I}{NeN_r^~9$GToEq;?(&&e@TagbH4Uyi`=1_b>P(UQ;S4vuLw!2Ke=~6
z?advN5Ax#fa<k&TU6*dijJp}uGF9xcs^1|$X06L>XB^4g#?e1PkA2Qc&y+OD5})_F
zt)kjR>lte<@0Ab#W_~-(Ldxc2eyQmpg@St<g7313G5x#XujI7+;)lD>mp%OCxH{{f
zVvEYv8X?zI9_IH;7OZs$YyCLAYmtqJn7gst6er;yQLS_TPU{!#WS&u&ckr8-y;H8p
z`=}Y&)!$B6S3I93+ANi6Tfp;4=af;{U71gfi#NQm_P?afqab5%rObWkWn-4$tAp(M
z$%lST5^-f=5HXdF*EY8PASENgCa1G?iFO!QkNwBTYM$(3>0$FGPAasyF^^%Y2@hA`
zttqn>Ca5?t8MtrAbjxp86db_*yJMmMofjfTMQUQXJA5*77#1w5RXp_CuXa^~Q+f5n
ze}xW=6V*Oe23pkqDm8Rbl?pIDG`Dg2glU?y%D<#7bIx-spLV=)xr41^$H@YhT8k{r
z6Hk;Q3m;@kC8o`q&KsU>_`zjm!2X<?{om*F_=Pk0{5l}~@S@rWmzHTq4+Nik*LUz{
z#-7?Q4`=ENEN^)0Ewrko?|!Xc@zomUxOa9d&VDFTk5t^GoNj2-IQ@0AtYC1sz3sE7
zV&6ZWIi33ZMG>EV__4yN)3q5FJ^xr_T`rvVO78JfHbcF?Y)_t+ol8End2RW$4cr;6
zd+wBe_#(OI&bMug?)e{_efaL(Eoa`IUueJMsPGfUWeo{Ahin`FCZw2{9s6}a(b(X5
zjn1O3kjVFEGm_1hHK@-#$k&@AH9^aDa?_zXJ96cE>RMaMuAcjL@gBF3-NZ9miw@p?
z(Pnz|%hHG^i{H+_E~M-FFX-R2jth5OHB*;<<q_QNBJnZg%6!59^*27WE^9C8Y2Thx
zzAe$LOrTx6M{df6c-OL7I<0MYXSV&-ZC=|PvbcNhci*S-vdPs_=6@3PW-C3GRs8D{
zU?{pZwj}qhe2}3w-=!^Qk8l<?lvNz~U069?Np-!-5#3ET<$~wr?;QNbZLy0nQ9icL
zkhSg1dWj92xL2Py>pA>t*1D2v!TVddjSH<kbSK=tD#vX&!)4)i$3@GJ?PuG@SirGa
z(&_4cu16;SJ`2y=-_|E@xGt+ch0WmdB71GVS+~A2{gQlkSLNu5pn2B~H`d3RZOJ))
zjXB(LT9(=49nWXvADNVYT;8|Z`q^!L&LzuzGCVdJ8pnQ~`Z?iYUb6dreJ5e>?}8F+
z2R1EotJ=^Yko08Ied&|0bT&<m*p+fO@5rU2Ut$HW{ky_hH01(QwLt#61CO=s@9`c^
ztl--J(&O&bpJhG2;$jXtE6<2{e*FBBt7~>YE58z(xz{%9@J+`*_Ok1CUn==?-MKW}
zYLaE&M4u-wL@#aJrEO<aaQ)@&%FhR{#y-5l<+EwQDxGWdJ9h9D8tg6qckQ=W^nKO$
zv$NOOt$0^@{fxyEeeM4?5vyO-UM|1<^8Wf0Pwlu`jE*q<-oEP9?Ug_LmQ=}KsN18v
z;`aU8?SJ@}wOs!HBY*n;;__4Jx+?#hBeb33bQ`8^`9CM5cK->b0Owre_v%VZgnKWp
zQ?dEkU0;3pea6K#i}-z2D;6K!BY)NT^Yw$C7W_POyb21>FKp@4>eGGpx8r?y<^GMS
z%eqegp81de*<X=z>ks>x1a2(*JHeFKf5o4!OkLw`FJBmM+J86bmj7E>tB(1>CuOF8
zbN1^wX@7Rfot{a&Z~Ow{GXh+$P86zgdy>0k!Z-WglX0&X<+t1|l*mcy{w!HhG~<ZC
z!;{^fJPZb_wjWaX?5xRiyHrjrNTR{w{}d6npZg3JZ&jRH;>Ol|Ao+<~oS2b>hM}0T
z#1%*W4~M?;v`KtmO|}zxcQ&Cy;DhWYrhV<o3+4*1YCB|nS$KJmXY`D&)>jwgmBbbP
zxcphNY@1MxMuq63_9>e_Tnsy@>eu({>oEtRfN6i^PuydXoBUkby)mHK`P9jX-&dn&
zY>vq}v#%l{qD{tgiP4JEhC-GjFD_iKzwlq?m;C!_AAV%ss@ropadzOh+gGc~H<tW5
zx7t_hB5URJGd`grM<b?3I*UlAJ*ihY^PaVV@3N-y^JPl<Cj~F<b@E$qhyA}xdwb|R
zkzGv_1w%F+R(5x3>(bj==V8CvndkIv1Fhq?{t9q?FuUiHpR+-cVLLnj8`GALGZ;l)
zinb&;tLWV-V_jie@baT~&EI(AuRjh?dRex$dX2Q6(%QwhK5Sdpx!z@BYW<_dWr^SX
zuf?26eQ<h@e#J^nzY|x5t&0SBf0m26M`rH0@3p7!<a>|8+T)9#eTn!hG3%v9y{7l~
zWxuDSeta~2(;WLJA*r05tLvLLiRgE)dbwvx>c6y8n>?O<D^ICoTO{Q7aC>^4-+R&1
z4L@hj<x$z+_|r3E-9%Tx-Y*KDH-FT!u&BAX@Lp2grHPaM66*TyKA$jMc*gwiDv{MS
zkBi(Uea(B8exQVD;hP85Gv{wjdOEjQ(BkkBBm2mME@%Avx9J+#Tbu7_O<VMWE5KsT
zPmc@jOE3In-Lu*1GH7k!o49A`s|(uBNM6sFs-<$`&zF;P9F$WN%yJFvH`*PsJahj3
z95elu0`VvR^hC@HoU3N^^X$aQI-iZZUKQ%-Xspa$oELxQj}FUZ`INe@N5OszU+kUp
zbMAkQXX%BPzOWnEXPYaAKiFBz{_MHzqSJiOmW#)h8Q3q?o<4JjeZx=9rAnS(bByiX
z{~u01<A0Ms`po%*|3654p4=p)ZeSl>&!c8j@1IiFwKnw6C!PdV_IqFID&Hm4nfd(^
zd8Qur-eQ&`AF~BhoxqeY3}N?+R`zWP+{^5~U(U=m&6#!Y!Y00;!mpS0wBE^uz0cTt
z{7!U*#)^B2q7o~r+Pz)Anc6<`lKs=u`$~47$DPfq%4ODvUD#Ou=A^^RiLYdrNS&R?
zd)1mlh+}oRgHf5m!+^bq``;!w@XnXqAGOz6mnkFf@y4(h#V=>G-;Ai3{#HJEV?o&y
z^Ht>~@0i6_m2b&=o%iMP!%3E$tID_3wd#bvpV8Z~JmkH`XSEg8FLS=$s7tv1FRO*)
zh1mC78$B-ll6E=ldiZtXi^8)a#oH7s0!~Y}3AWx-WUsm*-LWTCXYb=&p3wLQ&Q{Of
zEa5vbd-LjRZC~F8pWgC$MYG$XN&SJLZ6YqdJhC%q)TWh6nQZ#OtjxM~O^v}CzB`2_
zZd%)J%$aiN0Ow+lz2?`~Ox|}Y$KSD$>v4|D;n_^<HD{(?J{bFaK3~uBq;~fRi#2&$
zk1syQwk7r4!O36GGVHn(!!qBdHu914)#lx@?w@*|HmOPcuzIrHP3xVbRpjM=C(f#O
zT`8CUzW$azd)IvDmtUqf$t^75JKW_HV93z*eqqU~-kpvw-^}rzE1Li5!bjGMzL^Ot
zITGE9Qf=?oPu$D7(<=S5rRu#}zWJZyB+7Sv;j?=lEc~Net^dp0GwhZV&%e~1oT<5g
z`&R?W&z6cu%sutgFI&DhNxZzb#4mprljN#4eF5p>)^n20-BXOEFIXD8TI;1>v~1Rz
zo_@*lwvGAs9kursmK@@k<gKVb>yl^?14Eq8J?10xgD#|>^)!5TzdEzat8DRG6PC>r
zbjmKJe&43qAu=<d!|`y~uD}P!_@cO%wEgyEpLOkon@M$hf<v^#gostlU2n@WiiEyx
zm0rZC>(jMk-_eCK^Vc`d&s)%PP&?nkSJPR2UEzw`cQ)A<D6%@;n3#1?v^+s>`-5Ar
zY`FW@|5&s{#&GZY{GP{-wqJcZoZ4o0ez+%7p!r!kwZ=bM>=$RZOQ@lA)rFd^6IjEq
zBncV^g-U%_&+UAEJt*|*?bfwLflv6B7&m{LHoetssY_tZn*GN$uZ75*N!0#%U3zv+
zj-`Hpj!n?fT1g9yKZc1(d#YGevI<sb$%!3F;@o&4d53l6&bR54V(#)6Cw<V@mQTO*
zu{!9JNygu<nhPwC-%nd}Cv*CteU@(gceJ+L{t(1x^Q9>)>A|V>qPKFHbTn5aG+b+l
zf6jKyDLbKlVXW<?)RjR`E(E-(cv;`>wA;n-W?)8mvu)76Qz2{CZvL$}W!v0*_SQ0A
zi?Dk;*}IRo3-5DW7#lvft{{KLIn6D%Ej%MKwx`AwMr2(7BK2=E_uEOTzuq|QuI)X3
zaAK3QX2vO@Eh!OMr-C;9ewgVSd8K&AZcXm2JJr>jcn&&Fn0IM%>gFDv{V$Z)u9|m!
z^3uZe%c<p(Gu6MOEEFh-(pE11|817{fj`M}wy`W>l_;Ii)GfAk&#SrJ-_DoaW)k=_
z;kMff(J9H*J9B^XY=3)CrRu3D|9s|n*>^koGG5J6zr5h5;_Uq&vw8E)=VyLAdeW@)
zI`f8w(ky@VCM$kl@rd`#-j?2NoNxb{a7>wdyON*n&_%}J12PS5AqQSsN3fil!r7NK
z=cVO5?$ai26Ca%_e7$KKpML+pS8c8{_sT5(_Ue|)Vu6oAVrqH&RE30i47*nq#jfRD
z(8Aig^u^ngNB1c(-d|%Dd!{FTHf!9CmFyu^Up7B%C^JfAd?f!T!6IbWb9u3PYqcP$
z^W60>4nN5;)tQ~>81s1g)K?e!Q+kfK#Q9C}GA(QoQop(Dhr6?P^;PZ-)*^|26fAGd
zct2~lT;RlSTK_Dw-+!NISRwglGuM7)$>!N@zl|itCvRm>;hBH(JNraKu1XeFldA!{
z+>R{}{#|4*nfydNZpD=9{2vWligMcDdCwMo@guczug>~EoA$&_yB?oVDHv39;!{)c
zoA(>{91DAOO_oQVZTW;$tBJpkmCO*5*ec_+VX7ySU2s5Jrf-VEtp#&((&GHiM6mDB
zTl=JuXG^T1gNk&K0$=9x)J8SW-M3zKX-kB<1nqIqX1c(dlvVkFb87V-%Y#)<XIRY0
zoWyYN%=<9Q?)S+ipAuSSELxW=m(%-Fp}BljYwl`AspFhB`?w{a&3}8l@YczX+a8~L
z>s!9}@_)|2kBk5HXQmsTS*)_!BjDpL+w|RYk7}vKrB9rD;hfT%!ou~oauclN*B5@=
z_~2CVq6vxC-4<Lsubq2zdhvvdj{mrvpItsQK~%bazdg^+^|O!ud-7@Vnw19qGA*Vv
z^wia-Pv+gHyz`E@gww?@8pUgU^}eU^cb!;#&rff@+>h(()8*4&*lO?G^ZnkJ&XZ3s
z8_7P1nDgbs%9Brbod}zJdaq=R61R+5;`3#V|99+}bb6-9>;FH#*H@mNUcdM6_xbr#
zIsU($+*9~-{q``?PZ!RGeO$kN*=|WE^U0MGfpxXN`+vWETQy-H<KY6HTP(|@uL-W4
z>n|uK-nn(ZxNPWGgZS?&f2}z4tZh}h>a}0OH&<3^NfiZL{e72z6L0AJ&9(LuSUN?P
zyn6p&uKCsH9HG;za_si+sZ+09ut($j@4d$k{l1?ZIq`Juy8C_Qaaj-N_Fwfh-4pM-
z$?jj3=}Dv6A1A6sCav2uE5&ft%z2kpR`b~JdS={aA?Nd=FX!EfAFdx%yZFj1_^iG)
zJ)iL)P)GO8KFRgATt5Q@O;+1nsOk_-sh*`VCtdjIs=qS|80=bAoOncD@|)U+EtU)s
ze)Z||$2pO*{&(7>&P!$5aEmwmys|7rlUKN~)X{*Q+5T>gP-zxxOpNm0K*mK145jsw
zUsoI6nHTwW$=RSAFVlGZJNeR|Z7n~y-7oRb^oY%?Ih9W{OB_*Vo+zJ|uCRL64f(g3
z*?*r*&FJ@6l}<S6u*Ka;?`{s~?=-=Pnnvpn&Rg7f&G>ovq+4}W`3JX)^ZE`(B#Wop
z+8lg5^>l5~-Or0{zy3LSe6j5tRTKU^i{5W{*8Ewy>`0<Q{PiE24*OOeJ*Mf;|HNJK
z9mfg%H^EEaZo3ll?V+5)|ApJG+-Ev*oa2<H!@thll`CJ&W&HGfAy?MnN`?A=FN+)g
zeE*Veae+_h`idM@9?iKX$4<3b*^AtAST=b{n9G$pecJE8?OEO?a7%t?{qYljrk6kI
z-TI5;Z1;n<kj42AHgDzEy(4$XTqytSy-B)aJGg#r|N2hFgJFJOM)gFo7LToeCO)^9
z+cMXRRVe@8+2e~=^WXM+vcDzpR@U3(g-6|Vgd-*;y2L#Y-MaPXfyFCR>|7$Z)Gf&S
z<hT3Pd1)r+cN)0|C0D&FeOWTq($Pvu?KSsG4&4>ClHCpWLq8|}`)w??ccE<AIi^*-
z1(#VLd{~*=IxpG!R7XJ0$7<_S2bR5mwp8h7a<^pa^!fRMce!m0=D*Q>FEOn%soy*+
z=~?eFZ<h_b_7z(C{B+MKoXFj)%#nKL-CGUjzsXkR!Y?$8cl7Vx6MQ$d-q~Gpy)^fQ
zb+(?TB@82M+&?il^%*^CQv4nJ&>%v-@q>rhvwPPr75_TvsAIkH*PdI~qCMDG{JmMX
z{)|hwnf|QyYjczx+udBOndEeKu-uWgO*pP6kml&M?eDA;2V=VguY~LsYt?nX9VIvM
zT9Mq6gwAzd2Y1(QoYlH4`d6L8mCO4I%>tNIWsZL4V*fY6SFSXxWobmnPk(2YO|{WW
zr@Bmh{BMo@#-w_)RX6{p|JW>YFzQ=+r}y^r^Lsa0^ZnX<WR~BI#rc0C7yW4ew??An
z{?YkY8E<__7rj`&$-eq_eC_YRy#3eoPS(4tE!qF&c8b%sgxPD-oV;9HE2lOvuDaPE
znmqZ(;dFK9s^)JKQ#{_AE;*ZWV!^bekK3&cB`5jy37@?F-qP^FM_ChgYxOOR3Ou5f
zhn2cG3pbr|3P_GMS){3cZF1V%0=}7|uNYq!TQOZ^{XFNxiLa;4b)RlymvxECa>{PC
z+R(}z&^poX0(S!Esa<)z+fQ=`hVXkY>Q)W9^zow8cb@ZMCT9MpbIm@Kl_t19JMh;#
zF>0Oo$CrgSXP=%hQM`b~!SnoS-FfpSGW8}g^WENgG=*j9(K|_6>X{yF{7=PR$4}j_
zvGY!nsQb>Nw{94xt8e~TpHsbQUi2Low;x$@g}aouSE%;iIN`(UaaMQTi7mfR-ARh|
ziQaiM`E0*Vqv*UxcOEHj);Xt}_oun<shIF;)!VikrtS0$_;Ek%s;hW>0t?%}>?(up
z5j`umOpUg=R8?oP{YUJ_^IQM5eGCxan6WSHkF<??m%Ls{NYe)HJGmv=pP59sCcn|(
z5$JcYne=8y)b_pSl&lqR3i`Ybi1?klH8I~lOF@Kp4R5=_(g%N=W+*5vVpYgp^o5Og
z?}r$fgBNEnmHp~-)huS$LxZ-}r?NvnmtJdC);yb%v||CQLf7iU20=WAyjDE7G<?px
z-Tl6&&)|ajH5;Caf|KT#BgIQve(#v}=&Ys1z6&3!4YqHSQ<Z<M;BOk_{j%|%UfVJ+
zSBH16-U<ag+h^@NHEOrc#gOpm-8OTVbxjHRDt2{F)`=TYId2#BYqhLUWjpcV^25mt
zPC?6EdV0>i*L4qmyGeRys#})ApIO)RN{wIc_|-DQI+~OJ_#O6LhaddQlxF>#oc!)y
z&r{w#0jsYSYtEM|USBEWsF7Tz^2}~mp-5-%&fjOOcSxSe5h%{zo8f-uuDIyF8>f!H
zHvGOm>wmcU-Yx&F`8KVa&f+w;OkCccG0@BPo|a+b?g@T!OA_3EPCI(Vdsd5XdiFM%
zxU5{|<cVG>LVA5E0T1Rg-<euHxz$A1?`mYhdcz-<H=Fi5W#}gQ#hujYR_f5?kZS1f
zHtU+na(34DQUjss&c^5awEHJam#_VP?{3htv-jt1jAnXbqtIvZ^2OTX&lgiVYWi|H
z>sH;6`u^KFO1;A74p&F8N6dt{-YW{lyWV@WoR|H(<{5(kPfD5PwHR^5#7!CBs&6iE
z{oePvZDozA(~~nNzBUSo3bjbAn5b1IozK+D612q2hk3gK4@Z!$@SF+Pghc{4#7-1`
z@{ZlLxoBSSjZNFW@3RtrVc@7z@@(1d+Qiehg2eVoUVqXzZL8DUZ}kZi6=vklcfBa|
z^<Cq%tqwbkc4n$?S;PDA4a3G70axwCMw{!Ti&Lhb|I%*YUbWqE!FkuyV%rk?e)JqG
zo~eB1P)tJK1{IAPWq$sjO`mzpo%>=_q}y%lb>4ox5ud*syIbW;%zJQUOVEbL{l|0{
zOgd$jH}Qb(3#P-r%9X`+lHJ6;_3RIuFwc*=AJCxQV#DPtS#mb;#9{%LqFU`Gj~G~P
z@>hPj+vRg?&DG!!awnXPTe(@!-pfBGx3oX2;Ly3ZX|kDn=7mVM?EkVxT(Kv4{b9w*
z{rfHkE@#`&m+ZcG!@B(DJ~x%g{_+{y_nfvVthun(=&!Ii!@j*7A&%Nr#_L6@_}I!9
zB!Aq!>3<^ky-j<Tm|w9=+xhr@V1lySMyVHFY8qmdrxF!E{SI8S{*=thg*G?2k4Cv}
zY)acUVM1cSnu&i7D{EXcIn<EkJ88p>3*1Lfop;{2Yj$5v|GV(@8~Qlv*B6#3toi(O
z<&^T<7I$amn67!e{PUZTQ~T}LT>dWqKIEw}pUe7<>%#(-f;=)FH03Bxo%G50a#+<;
z&y(`ZvM<fAC26TnWc2r6`sU_N%UNEU6PHzP)Lk0nXWn0Ma_`J3YfOV@c)XMqNngei
zARm}Md&9DKGb27R2+sY?&0N^nz9mFrMauWX_h))^X8c&Kcj0Aeqf>LnuiH^O<0Hg7
zR!wxj_TgS}M#cq0YiZv4wv{{OdEd{uxP_Vb{cF*g8YTv&^PAg(StQDTuu1K^lqR(B
zrH|Xn_6czrKb~4<{J3#u$$#U66K(3<9~J&sWOHi8rz#1X_D~ZyC)>4sPXgJL_8+rf
zzt*_-;or(By6n1#ZM@=tKW&n9n&E!(kZt7@rP#BJ-!RWMIkPy&de_`D&&%YNrXN@q
z8uX@_@m}GDLm%2dYe>H@X_3DuTJ==qSzuLAGM7L^a@%ejFTMJYQ*2J%JFVBJbdR;(
zc8a^_vy~h9%s*?aOj<B;rj3`-{n<h<_4j{YuNdI2*1u^YWA`S{#akFAPc!&s={F-h
z>63<gesA1;u_CpfVXAFG+^hesxUyy9Oq){*w{1==e$%APBJ$<L49DmDwQk!QeB!sR
z-@Vl4)WQD~VowFs>ss(TI`54S+cnQ!@(5FK#O$tB0lH5Ex0(K(kh5JRBCo9dmW@|z
z+R@jnho@h0je1i2P3s@0yv00s$%&=$l~aD^pICfkS=n)G*;KQb!+z!UKEb=$tz-)i
ze*fZbzV$TEda0v-BZ7B7E}d@cH_0z6>-w+YFMpPm*~;@RH`^K<ox62qtY%n~{3+c9
z@xE{8s8`>xTrE|2Zq^-n9lo<-)9r(In%rZJ(nwiU<oujHl3RI=PGSu|-?L=rtKV8b
zFo-Wmm65+DZ0#7{aV8`3TlA@|ol_Nhjn*$^c=km=WM-{*?Hq>4uag6LW?AoAdsOvw
z_S+Rp@81e|uA5Q#aCThCvh(hbdDII8Y&35~@H);(;dS%5ImKu}((7LWKT|{#+cz%|
z64+G{cYmqSOIM$kd2UvTxx0jZZsb^c^=578A^w2Scy@2Eqc_f~o$zs=?^NH)Vc|O0
zpiNoIhJC&86SkKzC&d%y$a@>e=uRqkUwybpy8jt-UDl@svreD9&$ueFVtb62_4BHA
zCzt<@*&n<5@V1NBbJD90KMZT<s5kw(Ys$BGwkOM{9NXsL5uH)GA}{;Os|kzi)m&G8
zXkR9@M{t`}i-|=}sYU#i$=Us)UI%uyhqZr>wF=$4S@FNe>cfw&I%Y?z*!?wopv16V
z@pQ&v$<DQWw)UEiUvg6}UsLex{hz34S9dF?)S|h1j&9ppKE`SHvq~d`g|e>{Ea1EB
zyq1r7S1{K>uDQ*%YaN!Iy%|4COI|g9gSyyGmqN}t2mi0O<@vtV%H@{f;^(hRQ^m4Q
zL@ZHA+9nh<qv_NawFA?fysp~#m4CPD$>ExEuuQ99BH!IIK}p$w5Ot}@4zANZ7aPQm
zS>&V!*X~cds8zUN8PDXt-4)zhk~f#GT%mBUboTx}r>^5gD?0iA-<`cBZ2B5Yu{yq0
zez|4VJQ6pT3G}Bs-?4AW+?$akb3yH@#E~7^rw@xSj~2LcKsbGZ^RWbjbD6JOiuQ2K
zW4y~ZQUA`)`qYNyi#~H6%<PkKxyyI8q`z6}fygF9u7CN8{p*V2?mwNA*Pir5=6%_V
zQst)C{NKE?K5g`H<?5=QcSW`->1?0s!X<9JJZmRQWjnYm)A#W3=M&NwJM)`0Z1KKL
zhotv!w?0xAw)j?xdTINIPQ6Oy`Oo#jl5c-xNd2@^MsBHFfZFP>SKbNyH4tB5@z6tf
zM&Z{C0pt56)>Cc<^<U8bc%<}_{)sy;Z>+ajdV3*XG~0bAvG&|Di`wTL!O97H`Wlb_
zI=iO*EMK;MR92bA4`tgU_lp+rTszeDaNdpU?Mp6CE#vvzapr6G47c)FElH6^xfWHO
zX1N%T<w>)y8@+H0RB<jbTfm-vb}QqPO&nEUp4|V|@<WXyMEXMVBs-R>fWWy<u2o+a
zZ+GNx6usuqf5hh2;T7($msAJvul%rRMSG5?tL-A0F0+E1iKWX{92aOj|D*ZV?9XkU
zPMp5iZu4)5XBK3U`C3~W_-d!$=fEq<R`cewRON`C`>VUaJ;Y~v(TO*=EZDys*f5<f
zC?u`ya`M#T?GF6MSl_Rh)4ia5PGRIbkp?-tvTsWlw0}RkpYO|sm`#htk_420?VZss
zf91Df|JGk@Q`ZVUvvimy@kQE@|NPI012#2t{<l^>d7dO!I`7!VIgOP8Y!5s;=fw9_
zCM+@bdUB`5=8H!K$EP1+opYoo9RKHX&guEll@r>ZN#!`n%@tp+u3D5;JYiYZGp_db
z+07iRZnZBizP!5Sip-J8OM@=Ruxzz7V^_>l%Gj{>nL^3G-YJ|Dc%Csz`^|2<@lIiD
z{0e5lw95=;OQRgmOz+#({J?@GckKqFbphwM?P?APRK7B8s`({7{&M!pNt1;G3U(b@
z@6R`<x4{10lP__<eCN(7zSV4V_oU;RhdcfH&i{@pC{oaFD=@anZPk&Qn0nc%dIGQd
z^V7GRO?J+1-g8_iNyvGb#-f%P++vdbmwrYz-PE6K;P>JCy&T248|OYaU%J@gTSim;
z1y!yX%XOY|DW8>hiWfgyx%#fxF57nr8tPZiahGkKGv$YtDZlFV8C~A)jXwM8mO7*@
zR5ImOHFjkbvAeio-jp@-u665i@0}67zT2Ezr|aJ88JE9$@HVpdC+7-(l53yg_pCmv
z@hICPmB}Bfw{sr!xv25^!ud;ILlZ8Z(Bt3EX(_Yyc8+imm-ob-by2e?WSlALu)AP#
zV4mvxze%@SPVl?WyJ}eT?!+>!=eyZAb$eS#oOt4vAIx6jQsX?`+SO>W#*4O-Ik#I@
z%zDVDF+10ZtKXa3z~iyYv)ZV`GbeJSXt=y@wzxf^-p%LXQZvO*jT>ZLz9r0_Abf7k
zInK*fvnMd#)r!BU`S)qAQ`WyG`}MvaM^z`!zpVDe<bJ0)kH;R(ipsb|lS&KkPdYb0
z&7OBj&87EmHTU9;>Q9sRNk}x#|I2CXbcEG<xz?=tjgLbwcCiPXTQgy`t<%5A2duj`
zEmNA}QLkTf&}hX<W%JLIx?c(#`T7Q|7YP5R^={+-P><yTE@hh;JWkZzS^PdM#VAL2
zZp-Q&?%eSPmt<Vhi{Fcv9549DI;&Mhqe9W^tapLN!srej)e`QBT+-Tiok}!zww?$|
zpD?klXn}3=uGSyB1k200SAI?VcjR3pd-<AN{cX`F4E%j3JbMv(;%FK7#QTD?wb?c|
zMKPF`8(VUuDKdQyF<5=RIO&sh=mQTO<JOyZL;k7h?PlI+R(ht1D>CZyu`eY#CykE>
zXoMfgI&?@=bKM1-?2`(!-u!(QHs?IUXV2G`ZO3Nwotn6Cx9FC2;a`+E{Fg3Rw_LK1
zuXc-*{ZWe==gEnWKJ*KSmJ}~_3cdHm@kHyl#MovfwzY}PYoA{*QSw+5r5G7kdB5!S
zvqLWW`?CJcxg#F`HM*rJzUJ!7{$29(&W7ur`|rCZF|H=G``$)J&YG)<ZEO?QzpDNv
z^I&z?>rXcOvds6twV$}&%H#Ad@%XPt!}sp_v1<9J(1jeYABx=Fa8HY4<NvECT_b9b
zUfr^oV|B!zP~Sx_1Jh35P+BwDK<AKG>4WXv8-iw@yC2sQdbR9GXT=7N*PJgOJUKHb
zq$O0_c5ZyjRsVo0Kf$orl+~^gdmDq5Zodj`DgF2Gr)xxe+^PO6so(zgTm5-*F@Ngi
z=SHg6&F?9Nv;KDtJMpgF!q(|-N^i*lrHPi3f6`10EN^^kvE1VDApDNoPf@0Wt1t8J
z<lU@z;pmB2_MiVW=GvXQ;{8%XXx5I<9hE0<thw-fOIGNE!+#fco#d%~?jk<>N}%;~
z_RDXc^E+0tK0DgySDCSP<AUC^$G7fk?D)o{xVS;>K<fbo3mx?>>2`H5dS=x<s|~w%
zuG;+ljoN#Acjn&9WSr6-Y0UIk>lw3?Yx<&!8mmKJc(PWknZDFq>|(8t|4#oKUbjWk
z1v1V1otLR@Kk_eS*>jUaf!c4?iq5jOMQ-?dac0)hYwoiWUYq6~lH#1&{#L*5<;|a(
z9{q;4%cu9fi1_hFA!|a@lxZ(^f3N!Zb6e4E{_A^J+Q%=<>U)$nbzO(ZjT-Hs-uW+H
z+*38a*zonFC*y>)GGDG9?&czK{z>sNQ;k+VULsdGWk<sd){W)NdYNb5tn=|*bZ+NO
zO`S)&N*2kM!q$e-%Ap~zjx@~eFg$V6&Covh?A)L28<`ank8ga&c*Idaaa!9-&gLyn
zO>O}yOACBHtbOXQH`C>&?KNI;%h?*MnzNNZO<A7)Vb0>)hZx@{%zm=rNr>5!yH9VV
zMXj}eTh5pHNF?Cs<)ph(_r5v$E&tl}?S)qX_blhV374x@r&?9S+?d<3TRO4)@Wj4D
z?_wr!O_g|a;j4i4sgB?`hu>u^6E>_<d=s~4<|F@G3UB7I3qACku{1idT(+-wL$yoN
zh5a)3yxvdQ&>ZV-)V{rHSyod(OWWPz1$v2@fw3zT{9c#EJQhz7DdXR8t5)&~(?XN4
z8&yR9C_H<)v^4H~?V|47nF`Gg1!*zGF-w`Fb}uZ5<7TeS<l4od+MK&+M{2a=QtnNa
z%-^<U9^1ocxo1k%xz+Cy_*ZOcc)o<+sp!U^SB>vyJvz7M!{r@EQ^aqaS7R~xRl7Uw
z$ZWxL3~EB9rpA|cG*}+d^B1VzBxaF&Cg7PvMc1n(4g04twQX+P7o2ct*@_7(IoBpI
z{yesNU5j7#+tm5`_WL!er+OWB2%MI9f4WE1>aePV-1-%Y`yaG!y?d#)F6e)gc-#l3
z-Y48~9~O!4`Eb5f{FKSx<p;QBZ!=CUzg4#3m+fB#*0W#MzLeSgOH^LM_DMnEpINio
z{_=&{AN?mD`FHVgo=eGV{;@x3HIz8a8dmRZADjNwzV+N!*@(Y#FCX|Ey?Z;?tMk==
z3Fmv=aczI{oaeoGzhCFij}Yg5-RH$Onej_~s*(%Zy6iabPou0kAHJ2ouMbOqdf-kl
z!vmq^zq?)DUHGWRxX3I;%DeB0ZR#b1+{l(q*Be)go@}|lU;Dg-V3$Uuf|vNWt$dPO
zcS-y^rozH}es)c$&-we2%DzEyrJw;8wyzhIX4X`NDCeH|X4+LHl66^3X<p2Ii;ZeJ
z6W!*WO5N-->&(WSq$lTBu50+Z&`FZP#BhF8zyj^hnm^7}&0cao({1H?{p9_9;i6so
z3ayrre8pSe2&l~QID3}KU$XJYBiYKQ6IE66Rvw(b!M*ENjF<E5`#Ts8-F;YoZt`8D
zbDT31f30t0?G~MM<)=<huUg8KLbbJ)S2sT7>Gx=y8T|O}js>#3l5(p=(zk?Vc-O94
z?{=eG@@VFr>vN?Y7WwGkdLDk!ZtANai)z{KPL11gp8Zqms(%q1x3qssZPM9l{W<kR
z`_c&~riYbJ$a(Nc_xd99>t0b0O}!X=U;i|6JIMai=rVJ2jie59e^B8)1zF`uzTx>#
zPH%8YTxR?^wQt?luQig3nq*E-XEbL2l)B<W@(lgUk50|i<NTbu$I(h6KK4_pP3x0$
zHIjL!>dW`}yf-_1DkoO%)bx)BC%4u}%9ka|wck{-ajNk6Ue~Jg^z@gUk~!1$7q@E7
zHVW^vz4v4z>*YSBiPx7lt>-Ge(z4^)w$-eiyiGCHJJjB0eL5kVz<Y8D3*&V&hq)V0
zDrbCLuuI6Sa*imw$f~C9g(s8WuU%#Eo26*k_1QM7*bQtCR+tAE&f0T-#hcBAr)xAD
zS2G%1<(%j)z`T*Sb3&v4mc=I@KUmHgUFLT2%38JlS!!#)nLqJNo_zdG?zb(APbLSf
z(OUbEYj^1(g-i?g(nIs(3uIq+2<$m0nkwjF&U)SU#lJ00uV*|ub?lPT9=|(H;RnB3
zPrkNk-U9QdKjJQ~wOl{z-Qf?v9Lfbw-fgw9HHzQS_d>SS=4e}QO262rklEkvRqb+_
z&J{H|CTHo*Q**fmE!KxK1wJpIa^<a!7~^E?*@j|_@wzKdmx}gJyRvuvx<|<z6{dWb
zzAcdCn|j69C;z9lgoJjezaGD_!J<tCwzukf<@M*jY3AYaopkZx4V@LAr6nZ39J|e0
zdPHHV24_(m%cS2$Y;LA~mp*P;$$xB$vU2O++YRmhi%y^4KH;kAB}J=UlX=&(*vw)y
zU*Q+L`yfxD){0YVr?sbDjZ9&h(Xn2gHM_>ruqT04GooN!RN`ClT#40lj%nM*yfgd0
z%a3n$>LZiFJ*v8)QrUAwGPizy`=G$=&+TjZOU`;FI|e8v?w)fX!#CRGU29NsAnRTG
z#aAK@EVB;FI#ca_&1K%dZFT3%R&KPjuo4l~x_NRNe^SZPjH_|q)NhrZP1o)h{vQ57
zroJ-nHQ(lR+x1gBzo|dj8Wgn1yqd}0G`;+|ZCZcck7+eo+jnyREt!7P`TduKxYw(0
zPQF`bew*#AT;K<nueB=cziNEkvQnk@kA;z%%;g31K4+e|5%=h2<cS+rAHQ^-xM6Zg
z@T16D7klM$L4QHX;J*b@M%$VzcFl6!wx&>TTE(uuo{Q!2-=0UGdRSs-wC#n`jpX_T
z?i<YnPS&OPsPO7;Ka^Y-G+)#4l+<!rUA<!}WfNFA<K^DnI(F2?RkSCIW#y6JD3^l=
zq9P6-<zif{+R_*Bit|YN!z4%P1+4L}<6?ZKe$3nv5v%p`>o+5T{gWFj%=EsMvOSvq
zAgO*uV?<V__kWR?oR1QBjvWozT_dVDZ7$38cg{N^%8X`ynHN+eC>|Yf`un4#)mc9s
zW7eGA<#&!de8n%$0z?0Do4)Q+xu!}Xy>0VEQwt2QYVto!+G{`i+ry+e=VEp&a?tX*
z^<&SR2{#19XXm{&Nq$@Zqjbj%z6*b@E9o8MWcELF^j28mbMe;Hvw`)25gy<C7jL+d
zYd%}+ec!JuQqQ7;BiMEnTn+r5Ssvs6ic@mYJZr(gs4tfv^IUvnH_uZek=^ve%%|zq
z#xAKc;l?gU*RO+&Ugx)IluVv#`FPGn&m?1)y~b5X`8HeL_V-jwb=%Kq?4p{jc0%Cp
zgX0H&akNgof9(88fw$V3KTC`)mM5vYSKhlRqnoX{h$Y$T^72Q@W(kGXc3jcTg<TpK
z>J42>wjKBL5nTIp<}Zm4zqSXte2w=mG~Yi%<l-Xr`)OS-{uItoy7f{$v1>)&i9I3S
z4qqcP6gy>Slsw~@Xc#fOPV<~0hxJdN1-m;6?(?nqIzjq;rtywhN~dnzIJ&Ifu`A<b
z+_qUtT5MtG>mrX^tzz%Umf9_+=H1&Sm#{#=HRQ#=SxT$EJ#<T-P-b^DOMg>ebowNh
z5UvY{O@0JgWz0~N+EQygO?leV7M?&~_Ni|U2Hi<6sl9(!Vu|XPfB$#_U+l5yHZV+8
zcD^$EI(NWtueKHZesKzxTy@7R7b{uLQ@nMh`0e~=$wd*z)P1D?hRI&NHpxwS{rR$x
z=+gqKC;s}sSuyQkOM3sui#!(>XXn~Fhx~Pj)Gkl&*mjTCX8+=-fC;~@^ks4FSz8vO
zeeTOK{@T)z&HB^lO;WU4d!^{M)ZL3bf&at8m2+;0FH#8F#;N`&F(A^NXCtd9m(cZZ
zk-U2ze)4=%b^PHO#fs+*N~}K`r2ZXM+@)5v>{wZ#{rs$nV!!t`*=p3es>rUePdYSJ
zX{kXp`%F_Mrum*rY~ABOvaGzj@RQ}a%c`~|W#@0+<<kj%obywE=OG5CMy9XR#9AWf
z1@H7-8~i5jws&def)$1SI}+GV9{6#eA^liH^hC*5jZKXKr{lSfD_n~Rd*jL#I(voZ
z;yEQ;^H=QTf2w})XN#|KmATQIy!Z=7A1&iD`~}$_?lFje!2MX&P9gvHRBk!-zEgIk
ztDd>euD|kr;r>6ot3IwxSj(vC_3e*nYP0m8dE8Npmri@6!ufKJ+{q<xJVk!Jo%@no
zsPvr0Y5^m?t}6S>)3i@93gu0!vX9xs_vy5%=iTs`KMJlM$<30vHIw1uvXFhJne077
zKP3HqcKZD8-^*lH$83L+T0Q0Wb?N5iHFxx`IDQEe4d0_X<=0Qc#G;06d_4VGa;tVV
zvTp2nTHN^g?zU?hIcsMZStMn*PMf?a^q#T*wdL~H!y+D+RGS?RvHrnOCf>eTQRv}m
zqXm(?1?d+#(<Mb_OgJ1Wr?rj6+o0$C*Nf}(87m~WxN}M|#%$OskbFO5W?H4w0cqC*
z=9_JkxK=5AFP!&bK}$_n_GfhsfvhEqdX+O*G0m`?aC1V|;Q|+pVp)!3=lrCUWE|6U
z>vq36&vDQ!S;wm-m3NWI)ZNKy#dAz=rq<_uj!9f#>!#(+*#3Emiq$NK$2kuJm%Y1a
z6{&F`S2(QTw%4NBB4xXjJN;xQuUF=t>%5rf)0uwNi<PqueLGpl9=YP{vAvyQQ{SYB
zPj{K_Svl8Jtm=Mz@%OgFYCo0UFio=lEaGO)`1*~HbG^je&fkAOiF|o;^F;6mHp>;4
z=fz5I6PrJOiNOTb`J4CtFPqdfW1i!rLlZw;{jRQ=vmsIQ`!Am&rj*Y8d^_G3AE@ot
z`FNeN+-X{cefoXV+^>eMp?{}uD+<<W?zn!e+QTvOtVl&c+J)ddr+m%BU4I|Z<g7oT
zVsVtM{`D!djE^(*o^LHuelIq;!)9J;joKaNM^DY`9>33cx~%bR^4dGwe(kp1KQ;Q!
z&v&!86h-U(FZ%g2b?qI4-qll%?tc?0mj7E}x%O!fo2bCY8;m#f9@BsD`3+CU6UiTY
zY>o?Qx>V$^3JYUDD6Z3VL}&j-U90!CZ4z_8Psz#iY);T$@cHhaYRBj5ovzP!R~Fdr
z+uwVRz0FcH>0ZKg_s#9+ou2PK{PlJ3UiNoEB1IRtZ676;?7JW<cA+v-;7yHRImg`d
zdu0o~|6jcIvGv^X7d9-x5os5GzI^iQ?u(j$5@n09vIU<LzSe11{L?$}kM+F2|J~`I
zZCQ(78(-+&dTFtHQRVgv+^$;ly5rW&=sdl15C1~(`%2TxnfK1f+p9eN`^gurd>7QJ
z4pz$hJL%{B&R&x@JL`v1_aE-l9DhGQ_&L?<R;Ap^_u<YNyz|r_Ki(AS{DQIKU!1-}
z?}^V3es0UCc~g2|FW-*qjOFhbuQML5o0EI8K5HXaW9_BAN42WdjW&P(lO(z-HSVa^
zCvlP0FZ@&jf|aTx{JUMm9|SDFYLvw8bLiZ`7;7IVJ->qtH{bPXcl@b%wpTO4aBpCM
z!KOqfi&+_(pRPw59h&;R)HJ;<|E%-LR-I|Df=h1lt6o|2K~$?j>7C<*)920oUbW2<
z)jV<VM#KE(t_H`sEw)cSRCkA$#qC`1@Mpr*Epeap??1kFJm{O{(}Uq`53l&V{%7DC
zyI`HseaGaf3BP}ouzc{`qjg|M>=m&UPjyY#Mu}fqnkw)mpzvECLs7~*7PeJ~c{FF7
z6p&r9YR=bW_vg(YHChv&L<PI5Mn#`zo_E*GJzCDjQ}h2LS-+52-ZL74YqHMOa&uYD
z&elGgA-iXHv*5>Vi~W5am!5HYb0Fn)`q{3<9}=fCiC?#p+}OY9*zpH*m!{k*dE~FE
zkhw?KieKpaD!*;33@bfuoV|Qp?CkG^Zr6no86gf<Z>Ag){*lUB{X6dL>}LVZNnxd$
z!D(eyQOjJMT)t1yym)p?;4+s@N4B4u;$!t_p^>WHnXj#>UK-~s;%81e$#hdEc+%gp
z155mMf*(a{7tRza72Du*atpVdR<P2~<JqZR7u-Ipt3PPplw_MwX_)Hu=TP6NDKCWO
zb%TpcLjNsv`*we~&&e+<PA8{&HMxDOkDDp9HU6AVaM2!}!<$b{Vd;HS+?L%xMRR7F
zc}~jv<KG-+PFgUrHe^|f)a?8BPV6g||6o2vGg5L%{r~CPYkpq8UH|`QSm%fPc6axl
zuHU<L)r8xHdJR8buYFmyvTenu*SG8M%s0MbGHK=QlZ)(pR(`8cz7)RV;Gv^x)3YXa
zcX9u;eEH>i>Ffx}l!lbbnj|f)qSz)qnG@f{*#jSTZ@FidvF)m3A%kUfPqWx5ajpXI
z*3dJ>+#fFmnAE#1Tq0AP%VeW7H6elf`azR}+!l(>GmeSw`mgU*nr6Lj{>rvE4dbV#
zR-YEFSKxUSUKa3LSzOy_f{j>@;O&jy?>TJT))vv))8<!Sz)-pTXISRa56iNjzy15$
zySU`&{e#vEDi%6Um2{qV@$31Udd)G{QUWf1yJB?0)X{ie)2;x8MWxNZzZjix^1fP_
z680%nyZ(sL&k}|S*5!<=4Wij1|43>y+nh{DlkQJvIa;jGojPH8rhkn4@gT`vZ}j#a
zJEZ*7tt|Ir5ckxDzh!Q`x_aRK)dS~ii>m6F?Y;7xjW38V@Vd?WM`OOuuXlHMyMAWt
ze=qj_qs3$qM&7Af3EpyxI;Z(>I_+<Lf5~zorEgg&**DmhJKnSC=ypHZnK-lf?#VdL
z9nUWvKQdYB==tCayLiOZ%6w1XTeWA$6CK%f){L)L|2(YT=z2%(<yDTWYHhEX6Ae$M
ztqu2JjADqiSukP8CowBkZl{>Kr8}OV2+Fw0-CY~|!{G*>((SF>rq`cv?iPqF4T-$J
z#&E{+Wy=abe$VZluBCj+pwnOXQ2M9ccX{Wq{OOJNc$|CZuY{AM`JzQL?B}P|Oq2AL
zpK?Q|CPZ0LvDI?XzqdjqM~&}I;}Nk<>3y>4dq;+}VtV;o#do*1E2sbVj<=0l{=9zw
zC(V1`eP=%n{<lbOeW<mE@xjA8jvm%L-4ng$jpGsBJ>0*|x8x^DzW17z(9>A1mE&+T
z`<K|9^I;i>8j=?`xQEynp4ugQhvm(S-zv<~CmX`IuYMnVVqx>_k1OBo)#5v&yxpP2
zcI7s^N1|V69ngAwL-_oL<!_$$8EoM%V`<KXP1Ud8b6U!L8*?Bx`=Y3OaV$wGuKCZV
zx}2XWB74|P{{GaxTb_35x1QP3ANlS_Ib+*Z)_&J{6B8ny1m$j0x^B2;eb&>^QsuUJ
zaT3?Q80qt9?>Er7r@ME;3%?t>bxrFPN+hOvZC&82!hQN~POQrTm!iAhG?%pB;9i=#
zK+7xP<7<A`CB;u%-$m8FlT|vbvhl%$D|HtY#TDO`+&o~V^fkeiO*Y4|UH{o{9f|3`
z>OOd1O`7+i|6zV`>dH^{EMlq8)o+Koeu&vB+_0=}ic!z`)@tLF%EICeN4^M%Om%2(
z72V1#ILH3sDJJcxKQE6gIm{BbdeW4=FNC|lyvt3BvR}4w)|}A%uDUO7JZ#%~*|t4x
zWc7}W<hxg4CZIJ<nsMO))ma%??HAddg%8LrzOJ?Q>?hHcK`Jf&3s!EpoXl$<es2Tw
zsha0H?^*6fD*R{sbt)rUR`K1$6`N0PNjk%Cv@V6CyUXA@Q+?9E#MLf`f9_OZddBHt
zZ9o6UHaCv^$tMJSzO);ivz`8-d#Z+1bK>P?$8uBL1i#ID?yP?F!tUFa<;E@T$8T@$
zoG&=#PvGaP&PUWzf{M@IP<VPvqi$kZz`KH7+(NOf4<$C{xo<n~X0+>`Wnn@|=;x&o
zjzz!DO<en|(f5a)&e`TOwVJP{?LGRI&ptleDPKG+ze#I?<57mViHS@<_icLMnz;47
z`^U?BrbbxZO`Q11{hMnN&-pi{-XCAzd01(8)W5G$w=4c}%=RNaGf#^L{fQ83$?wUX
z@Gq-t{&}Wfb4B)BY5!ktzw&pO(NVMXME}4^SAzd2e+|5s{%WOU{;ST_)2b#<wDo3B
z&Oh%g=dIY!c!eQokM{q03<5L$aMxVEb~u4ky78>h<^ra=W1_$3KK}hWtYhhq&{?h*
ziYJNJOwAKGbJ63VVw*L~zFm*`Vm^2sTjRcQQFv?eCO@f&Zyz?81-#W&U@NHEwm{sV
z`)!1i*WB)q<8NM{pFP!myIAJ!1tMxm@>w&k<^)}R!*eBJO7f(2YDYMw8^yX;g_@ix
ziSOxZJ1cy!Ez)S3WWmG(W|tEsu0FUZt9UqIPoKdC)9?qqx2B6v);6yS-<tHw_S&I~
z`i|L0pI=w~(>-ZodDf@zf0n<RTk+u?`<*{izdd8O;R~yn@vZAchIG;8fLlTgS*@>B
z9NTX?Xf#)w`tmR-#+(zp?kX|!_w9dG&MXR_wG%}z*WPhlyV%yG{TX|TcI6q-w-axK
zc6^@UsJ0~2>`da1+C|E@&OE%d(&D4U<npBk@89?)@yAZtmhkqqZ1T&JsVhUb*~?bS
zi!c1UWp+N>wSc-k^Vtu7xUogw<(|``)_Ju{M6bKJ<u^Z<Fj%IcleDh&*uhm#*lagl
zeRR0w=&IzKO{Jz)(wBae+FoxmG}?6b&CJW}d$SGL!>6AUkd4$$(Kya_@{b>*#eAL(
zOXk&2@a4M}z^u8K?Z5P%+Y@IT5NWt9KKuNd%L~`(gr6_Cdj3XD)P+MYe)%u{pglz@
z@+t4ZC!02&d~H@QC^0WaO8@p2j>BgrH-@qs$KAVL*Ec2eZc&Gh<)jpM`=eT_Qm)HS
zsqSumzO})s`A5_GsA=n?rb+g8hU=bY&yL*pe!XOZ<dgaQOgc7oFGJ^^_t>`jbLC?G
z%hoO5MZ=$SXZ6jEn(H5=S^Lo_dhYplk@xG*iGSqy+aosX`)Pll*;5J%64lMtocr!@
z-R->f-o;k&)0rP$4|%@&m)8rXzdu6wWlpqfc1+R{Nb-0#)AVAzc8;|0HY4?g=exWT
zKYr#-J8N|FSnO_}gOPi}%Jw&PygnnfWXTV&T@nX18QZ$2?KjA_S$ufa$*wE$Nql}>
zyA53z&hrVm$&w=7_0=qK<>a1sw@q9WZhJe;-kg#b{q%9on*ST8oMqc{)V^uc%4kia
zTVi|ny!W`tV-#6jR_<cD&Gn{=R-#q&rj>u+^~>u>Pw};hcxUC(C$CeoIF<d+d%K7~
zY<><mO;($Eh(2gOI$v>m?x|<*npyn>L#J-t9Di9Y_4A(QRE^>#Z(G(r3N);a$p|r0
z+4yF84%?j7sbbHc?wsOVad^U}o4Z1%9nv{*Tw}J?1|NrGFU}Zse=cHA6>jbQd`l;F
za>gyi)XiKW9;Xw+JZ{c8*WbM~=bK!OquBF+H7}Z`_&$kXTf}>6nbUNqn;{n`tbLKB
zIh!l|`oFo2b0X7se2biNR+9JDlAKjHIqoTZ<XIGQ!M(F2>cE2ceIHLrZuUICDCd~>
zA8n1<rV9dJPdR&Q^@ZdqXK!^+)0piN!>uuU<HKJmr_%mbu74(4a<1DkJ@x+|UB~Ae
ze^1`Qc3{=YyNtU-jbml?y(}6Yt-BKT|8bO(<J>soTDzCNe#gRfXWZc3zdxf&;gz-e
zt~>E2vCWUGnEq~C^m47W!s10Q_eM9$Yb{+izcT3h!$mJoNXzVMj@^2)`tW17eU9!%
z&v;KY#XaO*RN9d3<Q1=-f5H4>+!Nj|_XT?nUex@Ra)z0u<kKD*-NFs?#5W7E+uBTL
zEAG)KEZC$G-q~!y=OHttU(M;iS>c2SCmba0WwvF^DtxC>azkqGeh>TqMt4KE{||0H
zbx1;T-{LD5-v=(aUv0^z#J#HH|5VpstAC~4-#%aEYN5@Q16qA|3=P$0ggn-guBvHt
zY3VTOU-Ny2%Cqis8ZXZ>Okq}Ks#_rYcvV1KOfJh7wiO{$C(bkxKeo(Tk74QtRbHN0
zb`gQIz6Zj5HRkG?tQK7HVCzKJt(wVGOiy1mQQ)z)bjT7diQ!1va>3oRS%P(v#ghw$
zIwFZW?^o}i+dA8HntbkWL4)6~tiqUWyY>e6JIXxjZCT1z6WaLub%g8ICt{V#x4&-x
zYh``uYGJ*r7NhP$rO?L?9V=EVPx~jhkVm?}MM<*2v*t|2*44_>9(;3u^R+kgo8zJ<
z&c3qp8u42K*RHcrwx1ih@5SAJS$5rA{b$?jR?d1KGNCo4-|ah3&5o!EsdAT>i>2(;
z-&MXw;q=Rkd+W;_r!89d(L%;bAenDz`>(>+;V)c%C>wmVoY}O-ws_+@qshA)wER7f
z%xQY{O6R;Z-{N(P-NPGnvk&dyJreh9ep1*Dw)<TQ3~JIbN4LiK&F1XMa}MWA;^p3x
zKK0;b=8Y5A{&}kZzG?Y+W%(0tp0Xw_H04!FW09CUskw7;nJuT}Y296irnFaVos;RL
zaAwznu2k_S^|Mo#c1MPL>^QJ9Dv_zWe_G`>Zo}#|%zdrr+#`E3&wsn6Rq|+4sMWuP
z_37KDh$mhXxgoiK&6baLsfRwRS4UrDd2`M0#8Ho$%NO~te^zs1ZM?Iyjk#9se&epw
zYB@d|wm<vr)3|G=ll!HR0LRCMmSsA;w`!N}(2Y?4{^kRZO3|A|-@VtBITe+3#Jup|
zIoJ2mI`g#rMSU~(Eow^=V|xG1)P6^rmLoIk!Xxs5cQhQQ-nl04b?{;GE~Ta^Mhm!B
z%s8MFq~&<};(=+w(+xK?1_j-<mGQb9-*%N@W5HcMk^WPsmR-nQn6)5TS3vA#^Uu_4
z;ipViaCSYLJ$X&pCG83I2Cogy?|;oEwDn-qLFGA2?2BfcNos!fbgwzfHJ4+@_<!YI
zli@Mh=CRiB!9n@siRX)iYXtPCdo5z0$;mfeY-Q4nBPCqSce&LC!dD#Iv+~dquO%OT
za$TK1!{yx6Y@zJ}I~Bz3Rvc^QnY3@)BJNM;4eYeHukIF>oaUd%SGQ1{r|s3_3a%do
z`*ZwqU7x8<db#4*r{_$I|4id}?h`ZXz#NU4Ymc7M<T{r+y>t!3I*}-jMYXvJwh6mr
zTelpV)L*?jz2?s9-v^xTy^nrs9KG9PZC{l$_ZPkwUUzP(UN|+q_nzL--fv;~;^#e|
z+w1MF+RZUFt;#fGMbKyQHQ&lk-t;=7$6vLZMUwaEEw7^wH8Sh-r#DP2%F3VacO#_z
zW5vEC>4p2>yld}#Fd-r#(EiM^l~XnPja_CPk*-)E|4g#tk8I_f43GP>kH2&*-LlC4
z#A6qme^aK-`2M6&F0)h9e5ZA9@vNUBTaUQd%(GeEYI06LyYpw<t4gKwvi8l_iZ4%D
zaDMp@;o{5h)U0Gq`D!;R-^tqOwj*Apxn}F*otcvYHza7YYr5%~`|8%8bzaRmxp(y@
zsfq;mJgLUwnf-1euD;UAmyL`ZZ?l)5ULh83UEXIOBN7(o;-q$b+myC9aWf6$uc;qD
zu_$)(qdPn7eq3*zH#sXnyDFe^zPV-1`g!hC6rSgvchK=mxmv!t-+SXOhuzZrGPfRF
zt`ux&>s56PR7{CH67g;EneE0KydOMcPiQcBe~h8<fMdh~mm<Z7QO{Vqe$BFvG?V|g
z;mOm$4j~DF2l}lpfjxa^=lHys>mjh~Y|08o%{kjV`6jCwoX_sPI63U}yB~9%BM)V6
z-tG~@7xmD1QB>6PY=61@X;B9I`_CW#*L<V){KL;rews)BJN#~6$s79(F7|(0_LcBf
zyzZ`jd0~D>$X87lg_+HhI~{gMU%u<iQnkZ$ZePIh+*SG)=I9y5PF1y-a$&Ato6xSy
zoc7<ecVG6rleu7#g8yqj^S#jy|M%Q@SHkpoLf4%)e(L*I-w@j|`=0BRtH*a;J{i;U
zWnKD?$rt7)uj!j=73u#?<#n;<&ESRif+yLYd=ugIO~wEJy%hg5Pd%(R+p=@d|L&*0
zWNXg(YiY7;Qmccm-3;3Hd{b$O%=|r;3GZD?kNx8*+q+%(Qg>{A{PUyhmN)*NeB<kl
zUr93OJty@>$CsQ5f4g$R%9XBrF8*@5l)Cy>r(XZ|eHX;iZv0yGS*vW}*VdJb*W|Cd
zxBuKjgAH#o*Xn;+z2R%?ww)3AwT!CHh6QVLGqy#=zj(4rouPW|@^e>Ls5vJ_Wz`t|
z{~h+2yJ60TkFFElWqm(2v0R(9oO%7fV&RB>lYIgc!h|Ch9}`bxdhPVMTcN)6#22f}
zXZ7zZ*I#|^vD~8mt0A-W=kR{18~jh#v$d{$e<q%{xTgQfdcAz!;<Xyv+&_i$e%qm4
ze|5$q1yLD+PvOcpOTN1O)AG)$d^Ia8I#TcdKmGilpVn{x|L^l!p@;ixlQO6OugbPQ
zm{4@_>X&<Msa@?2e|~+FFV}y&ZuaN@UYGw$-2Zs!mCn9{r3a5)*Ii{O6uQ1)x_E%s
z+&jVkDpUA;7XO^^N@$+ESrKo$!t4Kke<r7#FQ0Ncx%Jn_4FS*k<s-x;B^}N&Cre(~
zs$?|n%#E)y$A4HnUfs9U@#-&;2WoC&Qysk-Pe$+G+tMfEEzG?8)Und*W$rbN^H%Tt
z@5Im8y*%MxXT~<$^b-Mg<=1nUn|)o_8+I`&^*QH9U6(T%o{GwwKP&O<V2!l4daoNA
zVB{JhG%fq$tN9v7HwS3WSRB7b?R>_xoet9*0&MSWPWgUHK;ZJ1*;R6lnG*W;i}Ox<
z6rTMjduOZC)T10Pb0_BPlJel>T`71k#v=G*7XP;E`pP1A)_*#@ep~9DO+HI3eC?J@
z*AWa1WIecDL|T}63;%;|(;DqoQE55tNycXLyEpC3y-~9!n=^dEUa7>xZ3z?hG<U2q
zXO?AV(|!|FoKV?THSs{#I>GZ_V=@nHNtSdF?w#y7N7Z@_lPnWQ*-1v$iSdQyHu+Qj
zJMcI1MjZ3rXl4*`^;3J#PYeCr_cs?rvq!A^;WCdi+uFP%U>hG}Q{kns3wt!Wc09|m
zuX$f5QO|RB`RUr*{Ov-?&6}><czN^~tei2~<i(bo!bu%Jxc>LNXFVUXqw{`mf5N}V
z$rU%HIwLP%y(Irb?m+A3&}Y_OIp#lk|Li_u?)@RadD_SKQ+{y&u>Q^_R%FjE<`)qc
za>#p{fS$hQ$?R$2#;=#$J$-umPn!*U{`~v#?zH!+u&r`Y2cD|3C~n@vk@slLlE<f4
zuL`LSeXj74we#>~9i0^hzqbiIG@H=r!P?tARrutQ{cE=t?s#B(k0Zf|`<2rMk68?w
zZdII@lamx>?sUBKH9sVB;hKEO4w+_`+OJtofz0ih&zw_2r*PYguc+JmU5e@A@vT~4
zYwt~TbN_p+r<m=^qI1kKs!J}5d2nX`aaLFvX1m%m<xS=Sj+MvnS5}K0_Y%zsh*S+Y
z%=Um|!uQpR3O?bn<=5(G=Nx`^_@Z4<w!nVAlZ;dBpI02*WxeB$Q$XSYwk=Igj+~e8
zh*vzATYtGldeWo4Z0`Pnn-475>cns+#(>dCL#;_)t*%n`!0wDUTr0f|c?4%FJa{2n
zd`{atX7=fbi5;(5GEXFxAI>~(S=PZX>anh&rBLMA&x^Y<ZRhF<SlTSCcq-9lbtIui
zEFfyNVn~k1fqL1^95?fKN{FqW*YxO2;HRe5tyeZpci0fdwIb$Ov2a?_s!E|;35%)8
zdbZcsaW!d{*|XnpiArvKYnt<_EU)-$xun_UQ!OIlhNU)tIk$5>H`#B$;H6mV$tAx6
zSID*|+(-z%y0^_Y<LDVTCygu#RR?V~fxEdkc<QoQl*-@M9d_$K7R)2PN@!!sjWe%{
z?`}{`kPlpupK@bQJMX>trT^O)ddh3xvnA}=&U?AX`dIaQc1DT%4%rVA_CEi8oXMc~
z;P<$S@6UPPAKzUo#;C(muM)YZT1aY7^}H!_E6lkUPt|SUess4<UWe&Ecg6NAyCvqj
z^Hpqrzo~Dz!j0Z3Vg38Au-!W=%9X++e|YzO?pB}HBlpdZxbG^neC1)*CMMi6C3r&g
z%qE#zA}M^*%QcR29u0}p*tyGX>vkETD8rV8GlGRRru@3hmsBeiIX_kH;FiVDY&zfC
zm-fckik>vdIC8ydM%lFKA0CDu(dw=GD7rgfazNz@y*0^VWmdEI&pq8z+xPHG{f2oG
zH+}DLJ}qXbo%UR`<xsgpm?l?r=sd4Tk-+!MkC<kB4(k27ctw%_4h41=Ny*D9`BNR4
z)o!Y^3K`m+=i{E0wrZx}OWA<g2JR06GgR%@v@bI(F=gF)ZRI1Yz`HighbBmJMW4_4
z)6hMO$;T|z(BJ$+viO`Ei}|vrKffiu)N<O{`G;2BbcuTsCnr9;*<jPk^}!D-zaC>T
zGhkV|u$kw$)n@yWTJG0A={x&BJzSZzZtmWO^P3MWHr#1)<R`<UGKbHGIvJwMfi8Td
zpXSBh3bNfH&%__C<|iim?*5#&7P0o+t4u#_yv+08DU<Vn$`{+x2A^Ns-+8cQc^^nF
z;ryZ%r=K3hB!8ph=z}}kpDXORbuR7SLtFQ!^4qzNHE=J8ZqaDfRLG2+Vm0sZ#q+yk
zpIEeqtUmNcdTQxK88+72PB$M3bu62`N?JAfZcFK7?Rq7aFW$|m3CG_2nIU%JqK(DO
zP(EGrvdjHGxiQ5{min$K=jr-3E8AHuqVS&g3Yl+LeOB17*Ew!`zxN%-*39GA%XQXT
zHqC2N$Z1+v9J=6yU<FgMs({n;Q!H<rnEhvVO)V>H<vQfJ^n$|ejT@Ho?%3?+nGz<L
zI;~sN<=U-OVFm4wiPNneXQ{F`vl`#ET~hb^cJS~1Z_?@x+Kd<X^l7}j<HdAQOz7xd
zV}U5f_wA25HKb&2CG9b82;5ZVGVx7d#!`lk*X$pDMVjyZWHx){Y`F*lO^-g`t$!Vs
zuAe05<9N{{`%nAao5f}2M;c1b&d=-<wDpm$;yhCPT~um@*p2QbU#Cyl(&upD`Q$Ba
zb$P*Gs=ufRTK^NXJ!#6}WE+_{(?y@zvoIn%wTfxI!d2&O``zC!Sj2jEgZ<<UhHF?R
zGZ^h$RKA#*A)c3O(K1ergDg`Ln7Di$7B;VP5oVY=qpH?n-toP~RhhH-{W$aPq;Qm-
z{c$1jL)@JND@L#2x-0Lc&F$ZWu>E{7Q|rXC1$#8iOZF$EMZ|1nS{mrM{i@JwxvGmi
zKjz)>%3-uSKd;$tv$(oTW%Q@LG0dIwKFrc9D6#gK#<YG*a=>3MJ?V<0j>X&uY<muO
zWX8TZv|#=^`J4><z2Aj-f8FHO$-Z!QdC-5(?B_i#*F&$}p8K5nZd#L#)uOgKzU5Qm
zjx_YWx!*3t{(9A<;EnJ24QoDJP%Dd<$TPic<(n8Ve?J3{mBrp4m1`ILyrPi(pyaUN
z&fcm|VGb{6^=|O0wmHijemKkN<(KIfb&4z#ctxi-tv4$3pZHO-(bcT>EkpJ;J~t+f
za*+?~7W!QLlW_Xemx;GUWH((dx65k18oD~+;rr7eSEE!e$B43h37np=?9~hNck_Hg
ze?7hGwZC}Ts_DyiPYOR<{@-)vDlUyG?$4)<L*4Ti#_ZDz-nwr2P3`-~^OfrE2k!5j
zFvEBM%i96vN49-k{e^p_^-bL?r{6Dn$FlC^%PVt#mF02zm0BFrS#SP&TC!mpSL5H{
zq%%v_&KFG1o16S+iNxl4XQK_%zE;<{_v~E!y&|k<XWkZ<z`OFdi_=*xo19n3RUBaN
z=<X~?X-Rxi@iyc2{jM$Q3-qRmTD7>nI${{)lF(4PIlHgxL>>R}@12b+97^<$e=lcU
zWDw8C9JnjfRKRsZA=jo~Yorc3O!?;;FpJ-1<-C=1oP6%Yon&3~q9)Q}&oPFbH@8nX
z{XX^tW8~h7j+dP&U+3rlmrsvLorQTWu^Ex)5*u1r7#pCTOC0N2_V_^Go!=t69Db>u
zd{WY5=e+m&U-4D0-~Wo|Mym)oG)&P5oY%GWlXGV<p9fE)!>ah-R{Q^2m#)wK{_*%v
z)%|>xu3_R6L+4I?dfn!~7Jt~KebY|o`_;#}MC>h#%v0NBbbrlCbx+&-Yj`FvS@kvT
z^6ZoHpY|(EwDy^_oqP55i+|V5yC3zAVN&2c4X2;WHlMQE<>cnR&qqZ*U(reOjgXH6
zr`m!u$|{={1sm;c^C)0);SgrnWOV<GzeA_mf(tBLOc--b7<GLe+=VZ=3SVFqzHkvL
zmTSQ13`Wep2ONYAT!al?Bz*tX;5jXR_i6s$*PkhQ&dgiAs6T(jUXe6cmC9*7MX8@}
zUHg`PHe2sq+}A&)&lZZ>huo7<Iq3ZV^QZgz|G$3PpI<)V|Cjm`^;dJtcZOR|Rg2#e
zTKenrcUArPKlT5G|Gd919$KbkBmK~1ru?BdA?H?cY<KRu;+*tXpu1}OJU#QCl9KSS
z6zf+R60863QJHz{%9-xZxe2blD?;qwzg?f0F!Seu$TjAN_Afiw+CH0cdZ+h-pR3Q^
zb$9)dGlg%{oaetyH!!~3y<P7~-md)p$DQQZ>@78pw8red{6&&`r=E(`v-p{nVlU@$
zOP&*)cqb>PB(LP)9|2L@mpl7sPpy1&Eb`#SpMp}-wa@F#u9cl}T$Dcd4==R1QqE88
z?VY8zfJHc<iBrRbvDL)0Q*FVE3*UY<*!17}vgFy;eI6ffbe^*cVJ|vyV$GYfH($2O
zS>HYWcXf5S_MT8veg}n+y_?l`Y1sVV%jtJ-&RmV1-RXslPZtJlRZZD9Y0YMpZ%wD}
z<!gz_{|ULqc_%29^}grPgMTOM@$Q{?;-3EWr(E{B3ywUGUgcx=x2RJ1kHi02TT>b*
zzV`Z1vT^5`_|FFgPv}kO|5Ezvi<sZFg%&q|Kh0YA(*Jd(`r$n*eDdl7Pv$;vd)K3^
zw5@$-=*d4Pbi9O?1^X9X)GL^`+9&MG(@)plzTVFMb+ggBEc1?MXPESteQMvaBJS_2
zp4Sfhxa(i=A5&p(+3dLIb7%GS*^eZbB^<o4Dluo-*RSH~(cA56?w2&12bzEQE_$iY
z;G$*3ubb<Fw{EJc{IW-_)b~aA>039~RNucAYTuXq*;Q?S-3ke@*g_@a-xn3<Du8Bb
zN(-Ayu0CO(Z!xKH>65uZ-{dx1EtT+`*t|Vu=gfW)7qtohnfqU^`MssAnseKvSrMNW
zczxfqy*q1bk%7+T-Sa!WCbM@Q`E@`k=h^S?_l`}NZTEor@vNI$6x+79e%_|ow!TPq
z-V5gXwXX}N^UKKS%G(vZ7u{4h?_*<Vn%#u+K6_Q=?7vJm<h;m!?&jS<*K6!yD}NnG
z{SYr)^Zi+?&7Quuv(wh!6D#_CD=a^|YR~Oe(`wC9ewFZwd|5NQAhZA9hD*0kCT71$
zF9}&>(HM94*XK(|qz_1UH49YjD_450^jb1kNwzEQjP2he*G}*GY29`A#>Mn48}v&1
zS4iCV`?BKQt812})6M7SwXBOXUtP8{{{gdZj&E)B%t!n6k1?P46#GiEq?LU|_n~0c
zHx2h@U!E9S^3y~1bl;<xUvi?i-+%iQ6?$u#ulc^ck8aPCz8`z@*JJKg-}d>o&q|V-
zY<%o~lBV3;)|%62lC$oH{8_2@-ta<uvTWZhHgWg=^W3BlA39RHWb%6b`0AO)TlRJ?
z(PoOz*|h15B}4S0@AFq&v+s!d^TIRA;j6b%yWg88zv*iZGtH`>v3A+P*Rq>ko=%G5
zPZI44vux&0YOSo>^6R5>WR>*yTX!Aob6%$kzR8w6$MkRBk!@dCB(t@RPH$fE@%D~`
z>BXO%3q6B!<2Yv4hHcx{ySZ=PJgb%}sg*v;6F9^D-(LN6sO{yKA``bS3Kt>*C#JtT
zu`)D&QQ+e5zs~+QJ6CfvE4e2rVoF+#?7h(V^7XqGo4YpOXD>Rtb468bn*8>QCDx*)
zo6UagD4X`}^QW*@lQa6PTuROFnqICx@xOBV&kGK#vLaI4Vpg^)%?i(Bn9R>VY3W2q
z=NAIKpS6OHTE8$`*?e$?V#*B*cK^3awR&7wUkg7k`Ldg{{Pr}{>)+P@-5qH?$1D2m
z#%}BBcO1e`WQRS;f4rynNj+Z)`^L2g8oKXj$j*^F6Dw$XukGzYMTbo5>d8jJ8`oTH
z4V%NG@@U!go8mGLe!FV4)fDO}*JN&ROSwKb{=t<wX^#6mRZN#U7F<6()9f#!`qU*h
zB^RPx=kRQPerG59Rw>EAy>~8o23ow6Z{a-~c7Dg@&o%pB_LpZ*mi@n9e@;{jL)Oz0
z5j*imx}WOicH5swc_5`PlB`)3)iZbM0|n74=NZQiW=8nvp15xmzTj*$m-$Lvwb!h5
z*HZOYvhOPBzV%Y=@Y2d)>&M4uhkf0f)y_0Wf<^yxbN7vOU-$X55&}+UTw^f2mES1h
zYLp%Lj%n$qJNwiw8dzLBzQ^oeREf~)J{Q?JZ`OXFZs`2<d*LC0><NAc-^*G{+10L-
zD@>fUIF={ACa3gMq2vEor*$}tpB&h;lRJ?4kEF!BnZ_B%>_a|BH_NRy5_V@?5d1h@
z+aqfMXP@Lm2N%w1r;k^xPMmFiFMRs$(ERFcX9Dm3R!R`KJ*$PYr2CkX%lgvB=I)F9
zmX#XJccOypN-nXS>)-BM@FenaXcqsrxl<P~wfn!FBfH(GK>n4<i7o$YAI=cEbK`#^
zqr%-c^L}4mpSUHCQ}}%=^EBP+y0yK_yLlZr?<&-#Ub?Lms_l>`{-f$xc5{c;&MXeQ
z56XK!D!jg*v%7q8<)75qhuE#>?bWpSwts`B15b5Rpvj`Bz5a>ckEr~4W2<PntoEDB
zJl+Yi-&puRT+>xt*!^AiV%(n7ySK6Eb8Yx!$alQb=nF5qq==^_zlFwE2m2V|ucakx
z+ib48s9C*R8tx($;lVTUvVkMFqwLLhYWv<ORumT5v!7>u`JmK`|7Anwoaz><lQNCw
zcXo!iJ=m~JG3!*xym$#qrcEq66MW7$6qv<4w3un{@oj3<>5Tp?HI_PyDX*1;Wts24
z6`NS8_oHz2qHW#l)^gh(xgI^kAw;4!TvXLhGjnZ!wzWN1Yi_X2MYemE)&0DJ@i%W8
zJ=<9o<<wVS<``kB#+|jQLNqt9{_u}q>ps~jWwpD0;1oO9H1kjYY?k|{edI(Z|4Ghm
z3YzA6Ozp!Z`7B|MeVqaJ=hRkICNRx*P<qzxTX2Kr=Snk2zJ1@rW;YmIsJ_AS*uYu-
z{?+>|nLCZ|++}&Se&OU#yPl+EH9bi$^7yo|lUd1WXS0868n1tOM%0gj=tp<Lnl?pU
zFqv>n*@Uxe+0HkK(-(>umD%ZLq?q>R`@ft&uc2(NqfbY`r;4*{GIswAyO(j`<I|u<
zrv*=v7!Gb)?v}p(WBtvbjQOi|69hUKudwZARy^L_-LUzFy3aaiDgM??H<=#hDt({w
zp^a%mz?N&9POK2x@vv=*%3|aH`yAu~gDmX&IXracS_u3~k((n|#PTwXB|2zd*axS3
z2HU!Wr%lUXj9hnbi{8X*4R^Nqt1@ng6aM=~hGE_b^{)4(fvas8SG-nMx3vF$!jp;T
z(+N*IWp&N|)0Mxb`Oe<9>gadtMY{L3G%H=AUu4^B-wFzS`u(?b(Sf&*@=F|3oafzQ
z=Fly0T$X(2r?k>v!GCSv#gyt7Tl{~R6431b(cDV^m&Mo4cPgLEpH%N(zrV0M<7M0I
zKfL>Ul<Jue{4ct4BH_`I&JU9R+#+M=^#7LLYTWJUzj*({)ytLZ5A(kYQ;nT|KXaE%
z#VTh1uLst>c=jbA^Y`i5CFR#|n&o9CMx6-Rcq+T(OOn#c3d15#krhP~c`SDnEHRDa
zk5gJGuvU-d=v8Z1mQJBS-(3%#rY$;nJo;)a-`B)d9osZNN~^Asa{f9wb_v(vAD@fY
zANjq}>F(kCzOt%eYx+Jf?9`m`a{qa?YGJOY7jyUiF#ERkwU51uVA}L3gS@EqYYTIt
z(%-9e-_ehgn%0u7!lnH(RQTtS=%%R_x({2vRx;iW4M_~NPOWO<TG`=wCR=fLy;%0z
znV#q8F-eyMUe0jY@V{c?s>%@Y%$$~5NfF1b>cU%9)$}|Sr+adBvf7-E=IXp3aO-D{
z_la8pt>@S7S}L#R_iT5z`b$f<^^3PEiv}zdcx4-CIOUMhRbSb8bxStg@eN<0*0Y9h
zU-7~NQ#Z8l+cR$tt2dj=%G(q8Sk+{V7H^g3*ErJS^K8mVe;>gq>IVEt%UPACKAQ6X
z=!@kZUoABosx%m<Z`>2ay?$j(?9}i4!5+p_qVBP;P217&n>$&)b7jw&?Gth~UlZE=
z^6vT-_ZQp$%v*bOw%$Us744!gLnA{@&20L*S<hJO(jSvaE5&pix2UnQWO0@Uo!R$n
z<}RTNLZNpjz4)U3NPm}aib%s#yH9BoMa$y$wkRnuawbYCaUGB`^gsBbUGYQwE!H%n
zPaOvH4gWq}R43FT)Xld(?@8O<?{gG180Cc?#n?!)cFnTd754ly+eB+F%TLAX5=*rr
znfcEfWJ{HaByT>(o-ZU`mv5M@mH&CuiP+sq*9t!VI(h9v=-o^F%v&peZC>G{yxGnC
zR_NwspPrpEH_g^se`?xUsY5Yyde>FYiWFAhPulDj^XF|^uixUWS<mi%_F3&VKeu<*
z&zshgre8D<n&)rLJT?1X?l-N?pXc1(rEU;$ap&WYDVEh?$xDlhTp71~jacbn5cW!Q
zvQ}zDMr_EbV_rus{|Rmk`uWW|X=!bOQ;pl2EA8*+JpOYfB9nW?ue<!8Hd`*V&X<2*
z=Txq`%gkcoZm08e_Z?QL5uBa8#AU*)q`XH``B9a7Cm4OMUfN)KRxXocquQ^m;<&>_
zhddU_{gse$&2-Nfb+KhkOR2aKu!fD%Xp;7&ZZ|DfxkFEvJz>79RlR@DRfYw-X18Xn
zwX>_!u(7mCbpDo~Q*nst-}4hrUWNtlSKVB4UM2d(EZ>ctAx5W*QcgMA{pjj-S$C%R
ztXjQ+%{qqN+t0sR9`tzcB-a%QCmcJOm&)YXODD2_+r^h^{@*0PMN%faUb=l>w~zfc
zwNkm5ivj+M8Y;$%U!A%Vx#?tO;PyGGX14qt_UC2<|ME<)zTCCNtY~LnT-x_Q?wedr
zF;bD&PA6~mE9v1(*I+V{k`4Of=It?yXVtzJYJuNgI-TtM?ET0^Sw|&+@%FdiwI{DX
zG&G*gn6P91tXVFFDG6VWDZX*2tTi$DyHQ}~zJta;?<#GW^*?#_zE|0$$#TXw9L%b!
zjTCN`&G|o7`n2)0smhWJvugP{B{Jh@Ha%|f$f#`MS{NPo@s|5}JC!i^Ozw@{tKz0}
z32*G&TKy*?sqSmbyF1%5^Cw!qocQW`$I`_gpVuiEN#5hg-pO(MsJ7y)Qw`b$S886C
z8s_v*Ek1Bg|IL)S%sV7R^2D?*XtsQH;FfW4ZVlVcllnmF$d~4fV52I(JrNUEL?8Jo
zcp-4r3ja5p%`+eWNI5XwC}%C(PUV?3wX1*lIi^?29dZi%GMO>YYi((wY)i(ugSACY
zk2M$k;gvdZfaR45%a>cvRTGc0_vNv#e{uOP+sg~u-+e#NaF<Iv$n4{$<IAXAoKhQg
zT-D&U_`mIaw)|R5$EMtvdgo@*q8!ElrP=S!Y(HbTP;s{P=OZh^Ry6W-nq4f|evNn5
zG_fOr%dNLhxfyw3l56O@63w*zPokpEuFE))oDu9QrO>+c+xe4@y+0S7zQ54)ZS&DG
z#~xqz<Qem0s%uL&oyZEb+giSO$J{fV3%oZyIj0}sX|L&Hxp9F{u+*;yKSMGe9#lMF
z#PO5i;_5%kJ*>)WBEB_P-9B$6J!Jt8$4^6#6@9kp8r%2Xx_z|B;e62TTmGjn1$gz%
z?tII$<WS7HZkwycH<;C@>7Cg1CdE#;EZb!T|C^GCq#f?NkLJ#H($+8({bI>*a{k2!
zkN+rNQSCk=y!o-w?PX%euHT9IwS4QLH9rcb%W^ri3+f6N=FZh_UMR^man@v21HRxZ
z9O``EUb$^}AmvpxYr?lToT+}^l5g{`$uzn?e5R(cMv6gk!{=TBW^a#4-agIoA|J(M
zPx=@v5a`m`Smk?R(h(Nd?ElUjDnH70nm1f3xU_8Vm+RkRIv4%A8SQFjC+D!l_e_UH
zvyjpu^U@h7=F06pd)#+b&Gy<`mWfSvWlJucnIxcjOYZX9s9pKlL9?7PO*jt*eqnvL
z!Z*=7d<%n^{k)=umz8~XGw)yUgWpH3FkX7yqKWLgvZOViDJL)6Fv)mfn3=WEg<Zns
zUD<DpJumi3i6`@};N7l!?&H=fYsO>WW+n<vsM!8Kh0FJ8y0+n@M*TfP%88!yR2xlG
z9w{E)ptRfEZBd)x_u1C%N2I$0g=O5uioPG4u(3Hi{Ku5mDIC|fuQ5qlF~{)9B1@6y
z{FB-mQ)@QeF;CKeo%tsHz_iYL!h1hB?6Npl7yo6^x~Q%D<m_bsoU)W&SaWAm03YMm
zaBs!HDZP)`zGtqDIn?5`L-P2|5X(vbc84jRT*$QIXJ6{pSN&N(V?JCko-Oj_)%!g?
zo38IE&}QRJ+qmPW>9a-J`BqW;)!#K7moS}fv+l;kHG6)G-Z=8(<uNU_KV@I;Mwfg4
zeP$iv^yQaF_U!}e$5N;32uzyd*md!1Y}uyC&f%}hR?n<F+cUpud-Z-sJw1Nr1g^PD
zG@7~>{)nF0Z?ltm)}P!D4;Wk)h4FUlofl1AKV#atqxk_QEOwra9Ifk%j=gJOy{mXh
zZPR|!WL~8QFLP${Y!QfT*(KMO9em74;pv+lLRSnEJD$EgIC<jEz6U{)OkO|PCeGUN
zLE(t`LlNKe9IkA4RDxu+&c{wr2)nj8{QXi+4)y7-YJO|&S+=kEzHaeuv)|d0e>&^(
zdaFYEEVzo<MD^3ci<AsD9-r*Qac|LUosVZ;_Q}sHz8smz^e@2H&?c~@^61tF=4}sp
zwL_mxoxfMeRi)?4ruMT6r`II!+S<4B7LUc!3%6ge<tgra*#7EKdsDCV-DmHE_INsO
z6%pLT?ld9C+mXk{@bNlJKcg#GI-CNghsc}|+A-B}ess#?skw>I9JVcP3z_D4=X;s^
zn%9dMHn;00`D-PemU_3bBi~?BEZg%;u|kIY_(KP~Mb_MZxi?8N;>gXDi)wDEY!oXz
z_pLr$CyA*oSv7@g%RAi{K1ISo6ZAd1pZ4zBU2{Q;^@;v9rLdJzB`lNr_Emq*%e<&m
zr_*paoMp#PiRYI@e<ivvyl2WYqw`_M(&vSVcN~9L@ho3+^2mwy&w2cFx{sSZoWmZX
zAR(Fgm%%xp^{~zfZnd2rCpR8ksW$zW*o^>#E(`Ja=wE&Dn%PD_s~omgTwW0H>CU5=
zJ&`4KoEat;*G=7Ra_^{B<h4zS^Vsk9%RS62)O&U6WTOCA;7s<V(z_qVyjr%~X61i|
zE;}cK8P{eSGA+<}a_gFJkk)aZcS%Lr=gq>eUEpn6vbvRjwbpU1$ANXLthRkOdhIFR
zQ2jdo^5me-i^m;p%MN`?sZD!of7ebnR_ax5Ldt_gwmFvJskyRo_t^a7f4+Wl;K^r$
zh1vcB3qzb7E*v^?b~_K3Q%`8}slG)_cMh?aYss84TqwBtRz|mUWb?mu=?UI<N+o(z
zgfA^DF=yCu!m#*`zU_a50<N0I8MiNr{Oy`#{95f^y;I4p`x~OvrhI&uS+mTvMT&1>
zBm0jhu3VRd+{9k7e^E+0!_6F4FmaXfR^N}`XDwcxw&t;)<*w+NsrhGa|156cX7FQ(
z5=y^Uu&L^tPD09Azb0=1j=0psBb%(cb*yKe3G+XaDbdd%_M_5sMPkzarDbQ8MGxof
zELZwomGwR4mF1Ik=DUt6j5lPpSRK@M*X&}NcH+yNdjdzhKU`y-n8}s+>-V{RY#v!<
zOb3$L1y=h%Y5J<2wr$qh9F^@-YjWo*_iqq!*mFu&W0HjPA?M(o-@@MXP57|Z^XiWk
z50l@&=RSViqVe7ZAt&~(x!xVszf4YYRv9zi)(#hDi4(J4#3Rnr$UHm5nOpN&yKK7x
zUqQ2e;U>|vC;JyZcDVIX<ob`ffl?L?+b#G+1kBi!Skw1Bc97KGpmniO<DQ&(Vdi6t
zg0nS^2|@BR-x-Dl$g&^emzsUTf)jckbyT7Do2M@<u2klV^gNyruAa9qwLy9t=gsUs
z=Z1Ht{XM5V&SqUcx<*?i=7GTP3!+cft~lZww9SIA@l&5H`+ak*qcy_Wri;t1`1Y1>
z`4^?>C=}%3XL9$;rZAVElbP#!-}V*;ymVXf@#Mlu7YjQ)7H8ReY9{>N>-=&5Z{Fnp
zo)7k2P<xWPVYRP@-=WPpP6a|YR0U=SsALFxxl~?N6VZ6P%lC!z%C%0ON7d%2TvMB(
z;SjKW%U!iAA2JK?=jA$`s>|QVnO`ztT8`8F`@er5+R_^%C4Q@=RjzQm?}-ajSZ5b3
zO+Q@1{(`x1x$liq<EsbyHGXj%Sk66bMw00>9`gbgTkm->Uk%?LC`rG{{&DW|9j0%C
zSJ|<=`T8<cKBe;SR=4+6SJ}6&u&vFz>dtN}y6?@KyCVIP51cH;^OWT)#5U9=2bEcG
zs5A8Keq6!5!7fFrui>i>C)X{$gujm&FYbH6SuU|({9)oBxnt`kzt>;>A-k+l$6hV`
z)5`SCS32D`$rqTdpL4Au;Fr(GLbLi?H*I*<zn6P%@aAFdudaJXmSku?<4I%MwxzMC
zp`hxe<0(ebW3>huyY{}foG<gbhgssT**^8sgI=>G*nhY-dwmX>VRcN!d7S}Yh1rYC
z@`rCa9u5oiDoH=a=({;4Rp!N>8w%5}eqZ9WZ|&{u91(*{`?lrR^F3b7xj&`TAX)RO
z@*HQGuT41%4JIDZT(@I(cs<Wje?!%9`9JIXb}`QT?wHbEnL20E1m)IkIcZti;j0u4
zO<pdY{-EN@Qav^aO^(S1Eza$JGZZuh&DS2dtAE6MZNHW2HjZ<b0~1Qc-m2ti%#dPw
zrVyFyaklqRboGZXIRR`zfA%GaJbK7ALtaBB)9XXRthUu+T+7;wB4Zawt%$fPc)Z&D
z*&m??AH-HkYN%zMyCx!{vwXqk$XyF}PFdA-N`7C4NM7)?!>O)Y*#BO1tluKUVgI84
zor&AAn@m5ivU<(sPRseQJzx2eE!UJhjeu95y56*lXxO?O@qYH<xu}L|<&K*2{p^D4
z*PGh5&)NB0RV`NOu5Y)?9>Krwe9f)?Zq$)u5qCMPsgUDkUb@DoU-09x>vk?jUT1e+
z77~1KqHsgCd1r~#@~eJ^!us#@?iM(P#EWdq+syJOr+NO-1$-w2E3P%m>-4>yw>@{N
z*7+x<_ctB0O{o3#)b!mZy?&|hbMDGE?|AakIQ!1*RrmDc4~NUBrP%qLxS#4Ysra9B
z)}7hA9MeB$|Gax`@mbj@4#$1=i9fH{?A_t)mVZyx{o=Cs|5yIWbKU+~_D|lTms0=F
zMd&Ik9e%I&d-<g7y_2pyuM@7@{%FaryltO%FRWa{eKz{ca(n%avnDKz=d+yuuSV?X
z>@_+|E3%&{Ka@Hetx(nS=xlcnd&|Ogb#(`?-S)Tdf8?8Bo>Eh5b#(Td_Mah9iz=l5
z@Z0x3^3~~mX;z<mb^oy|JB1%k*0^Vrq-~g$W|*(>+M;^;L#w0FkC$-HT9I+$M*sC|
z$@@-n_1P)8{_GHuov8GiJ!k5#$F{4#S^Ca)dmr>?&oW;I-PD<xx2{;kf9{@T#=7>g
zkvKm)-<iyXnZX)9^KWfldD^dP^_iSqBA@GD1_)QrFg&p#eKLpr-gIGilcH_;lTIGJ
zRn;&p>)oEeJPfHEQ5}p^`WwW`*aMbHY}sJlR3y0N!)k#k^I4-R1RQ_zTyVPlY^M6t
z+WK0XMRhgxD_<(gshIMZ#x8Dt<`=+yI<NEQ97a8T)_)aIDc8F*&X&x6%@&!zWVyfn
z?GpCw_72+4*Z)c!vAy7Y>gHX;6Fw5Xf?M|Yiscj)9B{Hfx>fq)(itZt_D)t5dg<}Z
zY<mjlm)_fzxjk|EGaZ|knx6XXa!~l8+Z+Wh!Sc(iZF&x7U*Wu?DC^a!ljq#_?!ACa
zdh6i>*Q1t{`f;cl_i{Vj6w9n@FYY)0_c*!c=GGs-57{1?!7g{G$+Vt9Uio{8$Ll@%
zGc@CqY?f`%XMI_5UD0=6`c7x5{)^9+-mG_O-tu~<yRB7N*?f;CuS?OVk9N&|&6;0b
z{O;om<@ZJXN_XZ|+x$9FEK${dC;9sRvb|pp+UD##{H(g`?Do40f6q0G=XcF==XiX(
z#XxS&?jPpP5>^iP)mtuhD}QylaHs3Z7uJ>wyMiY$ur57NX4G4%Q!S>tMdD!4am%%n
z7l}>zps;f3SJNpM7@r<+o^s*yt$2rNxl3g_%-`*ua^cL&l3!b=TsRx>en!K0&efaW
zx^;6_Oj>q8CeH7G`_JDRjQ*Q0&)=Z!`Y3gR(=0)s)AqWI?>#g9JES&nRs<?rJyB3;
zIPsNb&x7=uFFDo!WVdx$**pH)yJ6O0gNarg_ipnFRjNn#ZixQ1S607zi`7)WRkPpS
zRi7*Dw(YrXqbL96e8>Nv&;N)^6c4G}KAU;+3q6hnT<3m1dUw2jjl0^;{O@fimdMN(
zG0_pb9KBn2+K;zFTQ09*R@U$F5zD`FzkAWEWtwa4uRZ&1yDDq@f}cNCgBH6*6-$Rd
zo_|Jq$F>#Mh5m$;CcNdf6y`Z$Bl*KQ|CP#@>}DZ}9w!0rU297h_H&AqbEVknIAsJ2
zuUI&5jTx6<|K}SQSEtGrbjbQ%+AOG*!?ljT<*0#k$AneWqxzz@Cbn>SZ7Nva<`h%c
z^iVBYNkG&<yzt)74NNzu`QCVbddc4WLxp@9HWyESV*B{gc;%BFdYrLlf?b8@XFRru
z->_1T)4IYSH)f9Xj?T9e%1?O(3bo~wYj|BMOkwhw%+ita>7{h{B(@J>Y71+w{cP>_
zJv3{{?48EZ@1Mu2u5SJ+SkX7%HO$=Se2(AJ_2~}}|1n6pyGY)|YGQZrs-~}NFE#lb
zbbX%Xv*}~wRuSW+(-mrx=2(8IQi`c=sgGCa=zP#96@SGc^~kv?kMgDm-uD)s^;~>!
zy8_$(B=Kb>`4^&G?f=$BFEGmDU($H$=X!;n%AyzkTg$rVpOj^q+HAI=?$AH3%Xxc+
z?@ljk?q0w2ZVAhAE15Sd1bwEIDepR9dns?%8{b=NKmOv7z5ae`S+$pt(hK`STTaD)
z3Ewt$DX2*a%ifz&w)?$_^y<?eLhT=$WdF!EpObbZ^F_=Fb@?=w)%VM0T&)wa`)qK#
z^=;1a!)sLet?bTpO|N~IXcqS(?7ns0-s-mL|Csr&t-tTIN6K51r)c#Vx2!PBsNev(
z{Ov5qzAlca@6<cKpk1of^e#uYb5Gxj=YqQbPV5PDIQez&cY*a%Zx#6D4J~5S<G!w(
z_eJ7kR)E6W-xe`!7cOtScVOc#@sC-j=f@az)*PH6tyh$4FzI#k?qiQMMT8$cO*uRF
zXiUZi-+lZavpVP6+McPro$khc>&E}Lt2UjAjHu;{-MN2VNCjtPL|k~+!_pV0oWtw>
zl)gBXzf4;_sOOh&xEcRaNg;Em4%d0N&eRzEyHGrJ3B%>&tuYbHXFs}izwye9?1#4e
zHHkkAzC^j5&$w`!IY{a9nb|WsCS^Zd`^e|Lpnyi?cEgOvGuCbWkQY$sZmYEWft$+a
z`*QzHr?}3P-_><z^`Uf6qoww*(vJ(fzl{I=iKF42<IA#xYm3q%Ih~lpqbpu>1xhBA
zDkLu|3GKD_Sjbhw!=LE2l1*?|&Uc6N_HQ=rmOYTnqZsJG`cN=$PQA_AEgzO0coeU_
zbjKs7FRWkqc#d-Y;ySj0tBmuX!J}`1GXn)w?Dj92Vbj>HT`={P<c`qK=RNl3)o`fw
zTitdSynK~u%eo8ve<KV08Ka(t<vlzuUftoMnlamYT47LRkAPuU$ZeM+J7cDat-0GE
z_&KF<>!-u7b=~}zWzH1Y*|}A<@|o<cX%DAf36z|?Z*g^R%Pm&>5Dlvn0=w7S@kAYG
z{hH|iVA+~gdH;&p_k=!gnbsNkHu}P?#-pMF$6VRO`;PM}727Bu5eZqzV?Qtb^GXgS
zu4A*!pQK8zejTyCn&<e>xo0-6;VMm#ygrMIKc_P!ipi%u`tpN@Mcx6=R=z)cw_kXL
z_M#n`hfPvXKlPGL5npz^OmTPg@t<vSJ!dly&lcjEwkq+ev37=dS@O#R3iHAo*{?mE
zu=YjK+ZXpE_r=WTR@%_-=oR));g`d`Jcrp{X~hp>mf5)Yf4$aLyoa&WEHC`A@4^)^
zfBjTLzjH*?xp;ouy+{7epJS;JQx=FGFk9+hUbJ&sp=EdA)O}O*pX}MMWK?j!p}<h!
zXV0{gjj4;Zc84ai{<=K>!NiW+$6~iM9$CyGDKKT~%xh&0?w8Gbw2lO>kh?JJgo^m}
zlB~yn4UISOSkzR{>^o2swu1R~W=4jcr_~~3pS6CQ6$A3-e6nTUu%LB8bBC2=`^&vD
z&MT*{^2)UgepB*qNov;GHgBF5*K9?dA2Z~6epD{rx<|xSWR|u;%*-(68L2UTdxEA{
zHg&N+4$li{^qtn0*MB{yMb^0Lo-()7#up)fS#Es3_0lbUPv(Zk4L;w$Ub~RRA!L}o
zJg|T5GoOmR5;GIDcbFx+CRJyLY*{JZ#5ZH-fqPP)Pbe<ke5^8?>)Q^gs&fa{xYw*-
zsMdVva?sqvUJfd(5w}Y6^LtmVe6IV+qG9gCSL_XcgBjo4dsbo9u=iOZ%fg<U$_(E`
z)1+B8R9~%d+cta7TiZ+fSrXRIay-GaKe)Hc-@tI*hmz{|a~@55)}|YGE#>^JN8Nji
z*Re9}&+qk$oLrmPdrG#pxTbg2-AB7-U*G;i`3>9bZ55Jw{;$3_e60$%ZQXEB!sS25
zn(bc;C#oN;y8d=WKFjN;;<X~j_i@iW_r39J*_X@D4^*u-I@eO*fAUb^Ic*JLd)*5T
zeR=w=A8XQ_*`J1-IH9*>*1GKrJ{#sLPnMC{5OShwQgdig!6jSy;(|LDg;E&zoLPQt
z-SY=*M)RGuqnnB+S$vi>w^-Kf6U8!b)trY3MFkpPp9wsBz+wOR+|I2sbB>42J+zEJ
zx~O1R*!R;1O9Ogto?H9qo$d2I)dhSvn?EMxH#IbLDxH7iSkCBiyy1Tu%Tts8?<F=J
z>AkT&q;>9|J#xYeP52gf<lMF?5lVjj`gl@KqmzwvjMv99sY5YY>7g^5h0ko}xK_Sx
zX>rVB;jh()I7B<58D5^N&vdrDY9_nw*5%*H?|14<H+JG$8Edj_-Ap~-?6&{WITf{E
z&fDytk$y3CCGV`NEn?j<>w7#n8_w~aTmC&<%a->_;Ljx+Uw)lh*cYv|;ow)+L%!Az
za&LC4RbAo}*y{Q1?pIlb{+-*Hnf6G|IJ|?oYYp3G=8~N+YR;c}+a_zUevx(gftnK!
zlCGxieav^_X8p2t2cN%ZP-^pZOnsaFzTsI>;`a}cGP3R$H;T#?JdE5?kku#4**saI
zzi@us#mRrCIW$OYxwk6e(w?=`0_<b1MeaWQV)fEzwR^T4Tm0LQ>4-;5<n+{g*0U8I
zl})vF<<^{g_T~7sH(%l!)%xzJoSDda>CC=T1*=Fk&7Ti-l^!2zJ$cZf#gLEd1WUSe
z$()?n80Y`9W^;@FdK|D_`>!N(-trRV)r)<1teuv<WQTon>q|Q|rTF*fGZ;>p7dS4P
z`^(r(qw4g{tvl_Ndp&qExPA-$Ue<2*=$+%9@ZZLL_jvTh*6TTP|LwWeDtGDXzn)f`
zmDWG^uW~ffdOvZYd(`!o6`@kS3%pM4d=*r)J-^;<;*WnlW;Y*pUiazm@i6-<_&r_3
z(>$W{?Rkxl;xnCj+D<gsthG-L5S^I!;{1xlyh9PQg_>_gKfV`m<X_K|1-AF*e~jv#
z_A7}c&UAYG%kwidH_txQ6P0wMPUNhK(F|_>^7exJaepOO3$EGRZ1P5d*ZQxe$Kh{2
zC$2=!{%R8^@VYQfQ>UX>VO65zn+NkIHbv~%c|-Kbt9^S`D}*JB?G`;ECU46)Q@caA
z?)i*d;{cnZqDO*QYpQlAgr#cN|2(}|>lXNC@p7>v&k`Q}I(Ogb#p#^y_qH}g#5nEJ
zbBgQs*XsBh>bjhlb))U-JtAU9#OinZM0~#-<hW+f=KHtIMUMz6yjeeWo%oR;;RToF
z4_}S>nYlmC;^{;2XEFUL3!65uZe%&-A^0}Yp?YuV=kVSokM5iNPhMG}zqxa{=MI4=
z&hr&#gkQd3*>%m+Fj_)%<@dXrbkx3jC|cRFMys>-UZ2z*u%;osWX_?I%A^xfTw1=D
zul~xGv0AgOW2w~wi6_fXG9C?oa7Q+Pb<!?t>9fn!7hM<Harwbyg-MIsH|9Kl<Qoy5
zeI?brXxljj59`GSZ=4ml>(*;++4V}rvg`=|+0*|Qe>|MoDf{v8Oa2>L&0*TI9}g?n
z{pk6T__43M{F-6ijo$?)_6yn1De=^4-ua{DM`CRGt*|GOwacr-t-Q|Er!%E7zWX8k
z+wbQa%m0P9u9SO~<xgLG<l9`K&?j3nz0FR_)-GSLK2lsl@%NXxT*61|CYb5_P5$)D
z%D|*D)jC+H^NI1n3%iAceB)eyB^iAA%-Pwb+`u>Wvc9s)D(SDA<Ww&BGUh$Y<k`i2
z^^%I8;}<>F1j+2g1?6IuIk6>{*V<RJF241xGw1Py)4%z6b_G>#<Zpgwus`8_@{c~p
z@?8^CFRXojTqE+GY1G~2hA*nVALX4cHRtlLo#z%r&k-?6e5*3e@%ntx1ycJAo7d&-
zS)XuWt@r<5d7EoW(ku=g`^h2Qerdj#S>E2(7~z)}`MIRGPknds&t+?-J1M`GNT|;F
z*V@PMFUR?!K*i<iQWgQdKiS`U-XEFU*T+zKbl$^7VgACOovoP?e*M~A!m{G_yV9EH
zt?T9;`XLa|`&YS#|I4XN;m6I79`PMx&o9z5veQ_TEw@TPy=H~=)7bxI49@X8=KcHH
zCoOnj!lxJ4^nXY-JhZ=9sLUqOmbm{ui-E{~Pu?f<?-VXRbAA_d!jH+;c~@!!&&JDr
zauVOcaClCm)r-S_oJ2nJxh%JDOYxa@-spts&7v!jRv8Hijuz_|HBK(eY*?IeZ>8-k
zJ(2PPk%=O2_J!Vjy6p4kYOlTfJ2e_wdcJA7GCl1$r@(x&;gIc=g2l&U7pr^~NpCLZ
z>R%{#p53n6QgFJ(;(Wep6Yj3<PmTPiNcPN7N&EFU_AX1>cHZq7r*?m;y0Aj2K#8eO
z{ImFc!E@=SxA+OHG4@XhxSXWEwm?F6E03v<-tGH8=f5g2a9o(U;Ks7)Y;Re<7^t<J
z+!7$s((wM_)^AFWGi)YamkQ{Ze>&T?*TCDWrYHVpcABm7deh)-3X|Ml7QJ}wU$5h{
z?Q`&iu*>VYC!RIEIz?ywSDn3k|Gc-0dtFtrneSfN=?m`|9lzbL+?J8pqOjU{*59n2
zB)?-mhJl?LDMtl+XPDZk?4QuDk!YfNW1Gm!qf?h3WS-J>^~5=jI**oj(HCw?^(#xC
zuQFv6_vDJ#ecj-kkTq#uuYlvlf0qLyd>DdSw)jVPOfvPWo$)=>*Jt(0>n)5-`%*cw
z6tv9TpNOB}d+{vMXy>u`9o*AH?rh}zypi*>`K^}4+bVu=rmz&QdJtyR<Q~k*UnH30
zA!_5nx7S|Wae~$ivy0aY1Z_O{{$|Fo<o|vx>u17qzh5S5&v|D4zjseA<hLn#HuJ_N
z{@F2_icbsA$v(eRc<yc0In$rHfA?&5diMURd&biq=?90d8vDtqnjVhRt-TzUxPL=`
z!1VBxPcQH9>c4Pr?V&><h0jZW^0{Y(zLi*S*&)sMs4d?6&V`V-$19_+wqGyb!m{i3
z>)*4cIc%@2wO^zf5UeeJ;^Ei3kH6|NEaYGR{==_je@$;Tp3e|CyES>?b@L00w^i2O
zwdqNp^0R5zyeZZE&3sOY$0knfODz?PEHk>OWP6pX)ZrDQ`$C7f1B*V(v75M`%W)|T
ze;T&aH7fo8!=_BlsgeyP=39cU9d`S(Si9YqV}6UUM#fSfwX~WWM{ZBc?cTpIw=g*Q
zom2mVAl`(dD-VW?evg#Ns%M{(sq*wwiuHyG%d87F{tvr)A;oox?Ln4(N44x~*#v!_
zACi{#d9W{TVkhUB-8IjTursz_VAzqw^!?ppaVD>sn?#dDelwj@{<v{H=bfHMU3Iy-
z2`AsR$47E^ES$Yq#Ncf#m&C2i%lE%WAK;(HbgfP;ctghay!DsP{Jm;7Gu<;WdE=J{
zk%wNq(0>w{byqSi=Jotzo3DIUXAfazKQA;>@mY@V{n_a&H6L;OVScz{{kxhk2{!Lu
z)UaIRSh+r5s=xYn!h7z0S^LDf7Hj|GtNZ+@_1MF-@4p-pWi)t-`?m;lEk0dV;%{zJ
zIF0d#iHMtZOi933{)Gli+<zPr&!qp~?wH7s`SZI&Vu@>ZwA`|nnRhOEojE!A#}eaj
zU-_53e7X0{7j=~jHFK7=&-s>XVw*C{?bsUA2g#?)mY$uzzs7vlyk*hSt?L)ObUgo4
z%a`9WVWq*_j){$3y1PWBc1D>=vueot_FKGMZDOlDd!>eI{8KC6^AGBO=w?<$JwM=<
z{xE;Z%gkMM$C>^g_OR+%5}%{unY^*t(k;;>v;Nr((43jN8vip1pF3qUUE&YQT;B6j
zP$<E=Du3#x4`<DsCrB)p`+o1$r$h4FzF$*`dAs-N*4>fG@%O8>RnC5I-cnik?MC(M
z6$gJyUcBGBs!{pZ@8+xzPCYM$7wvyrF>~UpkhZjS$8LZ8v2agDg^0=x^OCIXCGjRl
zf2P;0&pzItQn`C+ew<z1GWQvemluAYT+YI}{^z;pGWIXbe$*zfS<UdY;jHyGd3#6Q
zneQ5Ovp3Jy>H3wNyYK#@Rr6h+FJ1Y0#<|ts{^=iCc;Q=j%v07qt-Fq%SZ%sDF3BW=
zOLJd|dQ0N+#{A{$d(SWJ=ahLXa-wH_O3`^+$^RA$+Rm>|G3U?Zo<H6G#yPhYauPA}
z9Jv_|Evswdf{ro-3QxH9;DPySr>87&k3Va@`FkX=;)lbwb=!7+eqVO~cj?*VYBKjE
zC3pShDv~p2j1*FMxAd5*-iev(I=G6MxYC0&ghlUn=uGD1cxrz6+lwtr`#nnHH!aQJ
zDq`_}p&Phuv)vnoeATU8;$Kuswka&%(V^#*|74=M_>&dhXOCTCdr_UCliRxQxFE0D
z-v9eHxQb_d-f=us;H93(z5QX6FIy?g=DdHSBG0U^m2>g<gSJp<{}+ynr#Sz=wO9G$
ztmRLfrRT+Wh;M$``i*0$$Mnw&ZQWmseOfr{!7gq2Rf&u5ovyLl!u{{p#h(|Z%DmKt
zk^yE}UB0#%c2kT~0);Nu{I30ZVMXDy;7<#W)_?k1^CCCb`%%pc<y>#J|A+G@@|()<
zn8z2Ylg}3-CcPs3^1_96KW3F^y!!jM*D0Ur6K7r5>MeUuv2#kbF1G%{kbV4bpnYp+
z%j&eJXX4V88ei>qRTJtE`L@S5f8`Dy<6qlDV%|A9FY4dp<gC>8;%uO`>HQr>dmet=
zcV0mDkF#9=EnZ<phpp}@Pq?HQm6Zh(9;n^a&1hM%f~6_8@cvX&6Q^?pAEl%cBTK}k
z6phq#P8^&r8|$k4;zo$ylM5V2<rUY?TfgacKz-<w_+=MPe_p4&NU&sj;=1e)n>(KM
zvdH_+oyG2FBeze&tw+&L;{LZE>pm+vHNJlGctMQ9EiN~XUHLn0cFf6*l4BE0I~CNH
z&?2?`r2c8u2aPAPY%?}bZd|gcx$LfQyusI|Z9etWtN03jGfZ)9b=1_@S1-|XVY66w
z(xF1u`1k#DS~B}|XQ#f=Q;z#q@SHiR_t@+`ZyxIJ`mD6-#QVZ`e<s}3nDhA4FW+}H
zy7MmYviAR)bx-~7*}45PH|NaFxjFa#TJD!#=|S~BeP?96Kev6WyxJS5Q@0Q7{Csow
zo@4jtvGZuZ>ao7hzH#A+x$gH@zyC4u*xdJjGV9XCFNK!>%icBN)5a8@DQ6VBtnXHO
zE&0FoQfax}X6KpLW>1JKe!lnh<O{|tt){j9I=Jg|$hG+b5+;|b_FbP_fBCn(_e<O3
z!Ebp!Th=e_&hNOP7U|!5b8pqAo1T92y^bu~y!}B@+o4<fE4B5W*Pi^Lbv;P!N5Pr)
z^*iQC{poU9kQaM~Ws%6TUF*YB&U>+Xad-wbURGk-X2)r}(*2|9$^-Yj<$YMs6*jf5
zx~cESnsnsl_vK8hZT6I%ZS8s-oOGx^*_HWkfp*vz<K#o#5f@pr>^eC0gFZWM*q&-z
z?d@aHGu72FaoU>$r^Vkd-#X(%j(O}=4@aLLT$6-NE}eVO;w!x&%f93Av45Tcek)a0
z>^c8*!JHsZ2aT=%Ek*YNJwN<iI7cAXG~nE$M<-wIcC=ibRUumyIY;>5-MPz~&3~R-
zv7dd@d#>Ew9DmkEF}5t0`abWI#j*d+Z22?V7nGM>GF`L3MpXN5vB$gJN-qyooiK4}
z^;_k{tTaowoukD_W^G-V%4EeXO=pG!b@2}}693%0YQ5iJ+rkOmH;kspy`Q$=oZwI0
zr*$Ixc_en<=~Q6*#T1;a|NG|b8=OB_7C+nWk)S#&;Nw=O{^_+R-X~v^`j>cM@$!dG
zCU%{i3JfP$E?yMA690hT^xqVAp_R%pGuAG0=tzxflV}Y&FY6h2^zXaBZv~2Dia8WL
zo+T{uvVE(NHuarPROr_yX;<SVCUCxeEt>yZ?YC9ZvG#_ZANOxF8$HT&-?W@H#i{!J
zWF{kD<vZ=p=D~~Y&m5Lf5!U?t^wXz(J;q$d^-}!BBF{`Wv3Jgxsu#MF|Mo2R!zw0O
zyHXEiR&l-ykK?Q}R(fWjWBxbyk=jc;r8L_eUS&qf>(#d8gf<sveUE!}c-70L2VVy~
zn|J!Rkm2O!Ev~y179TD8^;xJhc*1c{Mzezn970lBa|GRA^z~I8`t-kJr;$>U*-24(
zXNN6kAI#t3a^z0A)r`5f88YW~NZyH7NV+y%G<)k*PQmFqN#2Ki19or7-qqd_IrW^a
z%Ne21UJgh0sJSpt+P3*}yKVg^DZ%11(Xv0bwv?JyCeKh?SM=@lNvS%!Gi<98f2Nqf
z=WdaF8D-wEEKM?_<c?Ljp`p8g=vCIK_I0@>Dc##-p3iu1U6%65t7?Zxijdm6-yDlF
zuN$4^DRpsXdsKUGS9`~aS%uv1->%)$`r>li$K2be*{Y5|i<uX9*Lq(MkDdF?eD0LR
zi`7I*4|>XO_|a~rI>&sIYvXM-M-NqztfRb<>vXE>y}XyQYs@+?Dsb?+;ToYvNv;<w
znO1L~Ao%s0;$Eo}3j@@bD(_osE-3oeYuV-6O$A##luSCGH!rq*aUiSk)qzw=X4h1v
zi@z7M^J(+hBsp6oIh!OEe}9mwsq@5V>;Csf{-V>|mX^0ay>UMMy1-dpF2y3-13xWg
zvwoab+ohhKFDSl7t-fdD#Dh9DJ{#-n)2A&o4g09<Qt_~Q)nc8~{f{1Qw3ah4H59+&
z9^$b_zOiKEU&VBtf<-JmS$9|uO<25vXVLnchP56S*q$C!DKM6qa4&kX<CBX=cXizt
z6g^nvD-pU>EY3&jLysSaSka2zvZ4Bt#T&lcz5S``^zP^-)|tB|vwdH#=jr?{T&4S`
zfPksSA%<M39jE%1pI^@7Q`elT#y@E;kILN5!S7u8!sogyDC2OO$jKfjlX$tD$L;Q|
zj>i`hu5_K9Z}#=!4ym3?9H(OsYSaeux)ok{@crA-y;41|_TK-yCL!c|+7eUwia+_G
zg)iT3Z@*xwb8_>O_66B{;=kr<>G7BNKI^}|h4FXTW9j3J<uV1w8MnV@H1~;ke*EOU
z8^>+;8|>zpKCh9bU;6yM6FY<ESv>Afo~pk*;5>IP^EDT?-%q)(H5-&X5-t6;IpEh>
zyGGGf*6haxL(^JkN^yiS{A#+;a*(O`;K9C{JQYjHu$E3o7e@P2sl~xNw0J&DO-PvO
z{Y^RNdRev;&xfn;3fwOKG1Co|lb*_^p;LM&x}&4Z<MFb~)myhko%OyNod1w#lBMD1
zH=**II37qB#a62@8Kh2m%u(;5Db4-$acFR0inz+vJ=NT^(*=(|Q4_VeHhp_WU0dhF
z-<3JWhVOFHe#YkXY)zZyzumAd%-DOYp@#S0on~%x?~B!#vabBqKIg@h#XT(7=c|;>
z5@y@!`z+|Z#?$E>9FOK~*&v&!;2dab#2WP0rKQ(2D4|P2Ky>ZK%kwp^&)5;~vukzg
zgjdtGb(;&GMBOX!TlM&+Q{^_db?#E<4@F;&5Xd~Jw(`$h1BrWV?bR28Ei~?@os+cR
z&E)0F?W4MIL(#M6#+STH^Gdtz*mgP9Z=HNT!YS!)$N62MWw%;(D&2fpowTlMzt4W5
zV%2+B?Pjc=^j6p}zI$g>eqB9pu`0vrZOh)@W-k^ko!qskyF7WFR(`Wx&(2Gx$HZnH
zjyd}%d&X)Z>5aQ=uNj6nKHcgW8Ftm@Qt=U${uxgMC!ewY&3$z?tA*FaM+a;F+wOe7
zJhZ6be!c0#qx+B6#$Uhtn*F}3<%#!~9qZ=rwJn}-KYg~fmwo@AxH;28x9zE4D!Jq5
zf%@rx?rHpE?k*L4*L2kC#{0PwlXzA(|E>GAI8SP+yTyz5XJ^QL`F>Mp?X;rr++1rI
zUz-<v+4Fry9oyg9yIZ7`YG#O>`Q5rb`0o7t{A2IC^?PRviEyNvu{|zWqw6}eMfY;t
zRvC+;Ki~Iui!;1U(P92q-G3x9cIAsz#rrA`-a0%-=hOZ3%I%7qx{`VwPu$jdBeLRO
ztHXDz4a}~#vnQRXmp}SJ`~7ye`+L78Xik>O;%E9(9s8@9VSdc7W(NDe)+|4~_5K>^
z9-OOZd$5R)>Cf-jU*<>kpLVk|*V##YIPCiAB+qsKNCEfjhn3$cZ~vWGIDgy!ish>;
zjq==&`Rdyn<yoiSQTqI6vQeJ<?w2(wcb3^ZeB@vM)Au&NxWYB%uK$(}I_Gxq7A%}|
zA@JDQ>C?rk{0!6PaHJ|J$yH70G-WFbGnc;C)Rkz*^7o6zhtvC%)Rm<UO{u-%nEST=
zSVrQ*m{m6#nhJY9ILtM6Zd@IAd}8F=`<*X$o6fAMatVLGT=+nSM}j?PV~}o^tHU++
zL#Mw;U)UyWAhS_A{%Lr_SHs%XqC%B*&$gW4+ZMZgExX*e1MlxWTJth|TSdoKmi*|N
z>~Gs7vn$Wu-Z%B$p0^R(PBQ1G{<@)W{rcThd8x>F{ZlE)>pc7%LN8@*J-nqkqDdfB
zz;C|hb|%m0%N3_5vL>?`Nxlzr*PV27>m<fkD?Q!Z{~5U1EGYE5CVuj?SAT3CgI(X|
zurQm{)mu^~ZwNiI-NTDhZ;lD`2Dc`i*R!u?8|@Smcxfjp<H>dA>H`tkJEx`}S}<8~
z?NePoy{+YZyho2kmoJx{<#?smc=ciV+&?b8m14c~6*%)Rb;RfX+tA}2sF>*PdxuY^
zD@#MF+DOLF@^<-?4k0D?bteBln%w+;!?$+3((91qkUXXXlZ1AkY}fQJd^}&H{@rA=
z*e7nKBF|rIE@4+++NV56$*6C^qti9lIOOiGu8=w2w@U1selz0kSSj;u&3RK_?q@st
za<#8j#=_W(vn!WgD89Aq@xIUU_gytqS)Nvi@M@hB$PKPEHZ^PA_{pKq=@6?;23Nb*
zf5~MVJ}sBmXnDT<;dO;j*Fr<_XCWVBHCR@Cw+`UQJHRJ$=%t>BQ{v)~zBA0N20z&A
z!$l6w5N$1ZFze&fdfRoCQWKf4*ZdCqIb+7R7iM~gVmC<a{-h{>_ZY9(WATrQ*OSdR
z8`owf9`wD+#xEvTaaq$*|4c{uB{8ucKgZ=8HaPS#1V=pJZ(F?KLAi*S$<9k%TOU3y
z`(Adob5=R)`uxMUg&r#&-jj4L#ClC{n%M<)E}@pzvQDEHFDFNPyj&FWa>Cb}-j}@2
zcHH#i{#DqjyUQ)&NALGv0WPzI%z5|lF8ZvL(Rz&MfC^Vf051nmY}hy7X2tE+nip){
zu8Gd$R=$>aeaDeWTUK3PD%F$8yjH-3$^WTU9A9O~7nK9Lrv*C`d}lw_FTC^j&m^U=
z_{GygzCZr9YR|^~3e3xulCJjLG~fMZ-(B}Rr~WKsoboYN!oXscN0?owU;UY_Q@?Nh
zsk8I;zKkO6$o1yY`|Hd<eBR5pPws6}%1h5ZK1F3s|KeUuKDYg`go}|+=#B@QzV8qd
z%kG`Np4I=_F9WH!Z1zh+MLRBR>}>Wut@I_ADOz{il@D`04?irr9JwUm+qI*iGpD=~
z%=p>Pq{}Zd!F$b;4V*utnRR`yp8Ne+^RHa<t+)A?-*4OzTE^5@f8d3K(cIK!_meN*
zY_AL4?_RRAt6%WW<@bgn%lvb{-$+&88=9v3+(P%{rWpn%YhG|{n#HL9tnaN{EdzIf
zs+?2NcKc|5;n;5p^F*7Ar&fl|SXQ1qFZblXD!$KaPI1hAEk5a8-|iXdQz!k>dlt#p
z{$S$eiDwMYU$SXCvw2bPVucIg2IsRL{nh%M^Ze*b%QKsOCvSZ4(2;rTVnHXxU+e7x
zW?Xx9>(M4No2S=ZHWWEk_ZdIm#xI(CK7b{k<I<`8$p?aqcPYIvx#u>Kaap(R?6i+k
zW>R~<pXp#)yzIjs=0xs?;v3a2=zPnZ&tj3xwRT2_fQRSqZ45hS$aP1gT{V+^W5WN|
zujj2@;?BV1GiLRz=G;BOZues`O%16{qH{MC`POU1uRAX)*mNTB*01(20dblfhdE*v
z+fON+*1jUBXkB;vqPf0>*#fg7k1*ti1ufpi=59SV_4n7`+b(xDU2oi2cT>hv;{4*d
zeuqvRDbHShc?#R!@9wu=x-2}dJGa>E>t)5omsjj6Sv$Ya&F{?9S8*%C|1AAmqVmY}
zhq~O~l27HYmS6s?KHX>g?fvun^v^{w?uvQ6eDd>)zt8<GDS2M&YCm@w&-%yJ8jG!d
zy_ES|^6a#=+z*9ShIfCxSiX7N{##Xk3O0PVo@lQ-Y~de&!QZ{yU;bHJy_35vhti9{
zkJ;9*5`wa{Ta51QaCe`3`-}7UZ&6oo&$Rxh+?ubod-VrjXF>Oew*!BCTiTkx>1N*{
z^Xl&<BKuOM?!Dw+{9~c_!Ha?E+q34?H%DF#|6Iej`Bm;!8~dintuH@6EndYe@bZeg
zm6reJ$f*AnPctuHmr}9ey8rC6(%q;Z*Q_TRzU@0?KI_Dn&D{5YeY{`va=ydOzguNX
zUuanW{W(vzRBp+edk-$v3#ER)7<jz)Qt9-2?2g-ae(4V^d;k8@|CCej%8%Or{1|^d
zQ2osR50^f0EL#6+MX~nr_v>G-xZF2gyv}&(@qe2>?!FsvZiZVpbB@r=%RD!nPF~4+
zxleb;f<MMPrY|XdGBeBh<L-~_ALQi^&))Ij+k5WY=0)}zY_n84POhBt;LhRi%FVmn
zR<BsO*2Hl_w+%<|m9rJ%E=N=JjZ!y$NPLpfQgQwFwKVg$n}6lz@)hrYpD#N}=Eos<
zu}LA<|9W{`N?)}<-lM2L&Hret$+~tG`<*u@n{OA=f3w?pQtiC&@w4T-J@gFrwB5g!
zs=mj!<X7@B*KJRV!cHArm-e#3b?U-`uma}V%vU#`dGB2+8(7HQ_a>+2yU)7pl+Q13
zEH+=ZEW>}TZP5DPsbYyc+q@<ky2!UYJnmR$$-jS=W`&x%ip<P<soyoTrsrK;c=4^<
z(|MA2tmFSae#G;cfBl8z1=r5KyS21IWZzK}mU?ByE)Lb1bF5trzI<4(puADW`}&F-
zHvEov@4h_m{UqzKu3=3?^~{f~!Kde+<1O`3NSo~UO7HU3JujCWubCwhve#+D*Ql%6
zC*QTd{&C^NYM<4SiNX_BH2;lCWGNFn=DNOwY3b2L*Q4H@`w+m>Q?q|jxDG?bk{4TN
zJ>PA?{K)Fm8@37!$2XVfx~@Ofb$H_Y>W2$!^<^^WCl%(qw!cd(^lp0{DQ14-x*V@$
zVAZ0dd%a$2ihW<d>`Tn%9qChx_&E~Hz5L_f>|B1-*2gU3^S1xTb}}C<Um?2qpWybC
z;~sO~tr1Pm{w$n*^u-aLRX3((9d+CG;rl94?iIc)zhuSjSwn+LbZVp4N^IisSQ`;w
zEPt)5^xq5P`DZR2*}H1rzA&G~hoZBO@;rPJwN_$Q>#id^B%ZrZ>+0P)=c0dS%=gc8
zUMT!{n-CVAuxZ<ZCn|NTt@5s4DAnYauT6gurF88dzw|CKy>(MBl%5MqGCQ61LTZA$
zTFKkYgK}K4;XXmX3tm*^n6CX~;%rrMHl=n-rMBC&&vFg7`qJ!=EUtVJc}KRd*kSg|
zj}ukTea@a2AC`3WW!7GP#hu|*`xkbxNm+G%XN;Y@eG2#7uNG782<W}*za8Xt@=Kle
z=NWx@8tcE-32$fF>|J;2@>DJ(nZ%7ZRyKS+$hGNw)7!Ahinn&(zPmfDdT0NyW=BHg
z{gRSda=qs|G&p>3H$-_lTQ2BnUR2erl~mGn__B)wTW|NutG<TZ$@=OEzI?s>TXZ=z
zC-wZ5bZ~7_h)htJDG<FOM7+T1*gu^w!9CwxF0AVLxTf|{;*Vo%i#@Kmm^8DsKYqb~
zJYo9LcX1hyKCYacy2Cto`>GhWr?%>$_9YvZl^QJW;yUheNvg=uLwAX*!DEBf&qdBm
zpU5ln&%ETv^;g1QC$617S4JuS-^;DPTsRmP@0fO4*&zAb{Ji;c&62OrY+^Ndytcm7
zx#FjnZqlyJb`u%)oQ&Aa_;TOO9a<g95=Jw={&HDTBC%)L9@aAvmv?m>?D^oCXwJT#
z`;u}`!1pWamu9}Y@Z;da*SxV8l*5A=8xO^-@lT1IFu~&Q&Z#vz>nansO)BYKr4k|_
zcJ{`_gC%PnHts!tq3ZIV;@T^R^+e+XD~rocE`7!I_rpoO&~ss%X3X1hcImAd^L9K7
z(p6Jlw>w1lcbtrcw8bk`r-GGALapa^_VJpwx#d6Mo352L?``^)3w!E!gluv;urz3I
z@Xnte-w*W36|LMQ!(qRCePpP3=}J5Pau<W?w_TRo>od0gTfAd&rRJK)eL_t2Caq>&
zXBhfJdJZi9=~<glvaV^OpW%lSC#2SM@qFPpvOB4Nie*^8%F_DOEBg-1eROEMvH0b^
zV+@TauW4%iQ}A!RoY2P1)5-dn>2n2>eb*AVWxvC}o(g4{l(lp>g9r0X_KZi;43n%l
zd&`60GbtS0E^fE|eVan)*AG#@ykn0(p4mP>xb7C~^;<%Z<pb-wLOrCv&8{k(ys6;n
za^1I^=Eu}Ym3r>DoR>fA`o>=i3T^y8%a_l3ZTZdA;L-cKDeN2fT{ccQ5?|M2-=SRh
zMB@6x8-ngJQ!~%}Ql3!5GU@9lFxBtyX+58cc<!8U&-U%TzwXq0?=7xp{9h(6T02!*
zSN_#`rCUZJvgeg<HL2CSG`8+f^0@CDuX9l>_y66_Z9az&{q5Yg%II9jG}%>aJ9M5@
z=KNthSu4z*ek&k%D${(cwU4qcD@pIq+A;swvHGQVvUYuCGpmz7d}HSwFZLI=H+&4w
zUHmny|7tbMyEi}oDNXoV)PLbp_i0;+Z6Z?|ZrC=eOB_G`;mm91Vzsy7?-bo1R_$bW
z@t7a+&TuaK_0zUBv5{P-ZN0Yn8&t8LwspDkEBW5k>K{rIq_wQSX?^F&vi4F7lnZO`
zj+nV_dUZkHEq|HwKil;lFWPcye*XOpcbflM{jL02A7k$_9rIi#bE406GBGqqJ=dw$
zyXdjcnJ4#_Utm2IsM5VY`HbYgj+ylf<IdcvH{9gQ#Hr%ZDWrP)?iVk{&yj1K7&#Rt
ze)>JZ{-58<D*dOg!|U`9>#Tki8CE)f|EKDIRu8}2zx{vD-}l@9fBjZ}e^unPm+gO6
zXWjn3Q1bXj>#aMh<n^zwoprgs{@$lgC;z|y&+`B8=d#Kf%eEcrUZFjC#Y#_;zdLM<
zypHGD6<95;TF?If$K)qPStT>}hgJC3nbk4=+gMoh`}F$$-66}j?TYzlbRl_Xe#O)D
z-#@47*`L#TeXl)HZfmC7mw5AIFO?Sc3$kZk_PxIPzIWV2-}L$SQ-ZpD*y880s6^U{
z)t~C`?%g`w^!--phG%={_RosjP$~bcTD)@YqWA@8{G%(Z=G_nad+++h5V`#g8{RS{
z#=c=ztrMPeeR9TYmRI**|4Y6Vqjn*cN6-G(yL+4=DScCZYV-WFe9EmFqx~sOYwh#%
ztGGj5ikeTaRGPBTcJ-Rd_iWW#HCJCca`nh?tgdW2CAl%jO7hv1Kf)?^6I4HKm_GYZ
zica%>3BD6H3sYu=ysv%kGQTVR%O!{Hk7Z^Z`~LY(Bv<~j?t7lkyH80UKDNl{Zc@s`
zTFs814_#}v1zi-JSmJmsRo!^k37J)!D%XUnHRt-ZYc6y8xkKYp`FuH{bV;vNuahT^
z8cCL2h-i-f^+`qPVCFVgZJx^(wK>{ft4jm9|L)zrZO`gGXKr#Ff7i9)^tX~ZSG88n
zJ@)g~7x(gP(S^Ori}WnEpIQBw=aASIiB6Z9TQ_I~-a7l3LEYWxCQr)Wt-t1VPfD7$
z`9{9M%0J;&@z2=Sq}}YZ%UxIb#3d`t^KC9et^e*1C8=?nZMmazMYA`ZTK_en`AB&C
za+k>4Kcl;IUMERD6a0U}>3Eh*`!h#rpZIq<?up$Y?Aur7PpIXsDAA~uzB^@7v`KUQ
zzXGlot!G{)aY@<wrKz2GQflufZdiAz?%rEB`>1zET{(L;+_|1J@n@vtl2c(zcRfDw
z;z3`awe!&&{wjqV`fGLe8O5(VW;jP}qfIYgQ<OkL+o7!7E4QvW3M_nMo^ec%!@53O
zWUK6cBkzxYn*t@gOkz@sL?Qwk_b#8m@<ox(xiH~Qn~Te<G(U5E^E=As?Y?Y!Wn921
z&YasnJDWArQXbrUbV|`RXPWfiPp_w$vg|s;e~9t%2fLaI>A$X_-}qO0ZT)v(uhYUA
z0te4E=kL_{^@aV4m&CJliNCf?Pm|7kaP;k9eQ0x~c}0Hc6K085pVMCz{#(35__xV~
zrdx4SZ?4_0zWS3=R<=-TfkRrRb^rWA@mmMPG7e5%$*%r;)}zgzvJQTjFTO{@R>9cJ
z=2hFN?1KsS&xU#T<lR&MQpOzNwOqh!{f&el5|?wfm^r?6lwiL4@>=ZG4=;Yraefvb
z`;c4m=%mbf3zV(uJ*Jv+Fs<BiV4ltF<P4+N=IaZE%KinE1ho4sdZov`?$oB^ZyvlC
zc|J{XU-0kP3lh9ax;e#LcV+urKl)TL-l@gti|cm%eD<0{>U*2bD>-!*OxYppv;D_s
zHt(f7UVr4@65|r_<w(}I8De|oHn%ShH#>9KF)!}m&$D5TeHM?HQq5ShZNd{Ic5&)i
z+j~T-r-$y{esxRcw)t6W-o0<Tz?{-&lXTOqS4~h_+2Dxax6C<(pO@A~2L=0XU|pCR
z)AV<V)BFmtd++W`{+=`M21DrF@@K(0>klooivKd{NBo6u)rx?a&zqxk4SKC??%tl-
zInhscx|Bc>%jQk<7cngUVasdZ%*t1=rizj8g8#y`jBQ@J;g63kU|z9$!?$=N*2!g`
zKV9Ou+WhXfoB!UG*O$Kj_nRqU)4SD^duJzIIQ`?**8`jMtYj4zz4&bS;MJ6t@*NkP
zE~~$uJ3BS)Yv}*Gzl$`CemUMb5c)s%8`tCg{cpZr``mc_&-Z%^IjuMjdKLZqU84AU
z|MkzgS3>tcyHft|TDIO_vHyF^wwE3@t%!KB>wnxFk%sBFJlFi!ON`AAXZ1e*^Sw};
z^Z&hRo8K$`k5$iQn11)s{@2$w&i)^F_44Fv^V>chFMa*XagA`@kLA%f+G<V+*A(wO
z^x)su%0=<})eb3bf0g!Pg~jy6GhXcDSgu{uB73x^KZPN<=bTA<!-V<M%xpA^L-mdc
z`{!{sE{w^LkuG|qxai6b(avcKN6c08*cmS#TiL#7mWjBOyTGX#TX+3Zp1G$gaB|$1
zhW~S1?RTx3vuH*C1K~G*Vh#tMC~c9f`4!Oo-J0pQu-!bi46y{AL+%2WOv?K{t2s58
z<-|TZn;LNJ<lTxJ;@{S#B-I<=_;kii;>J<ko>>(wFL<iw&y>wBIB-$&Tc1_+=i74<
zX9gdQ?LRDVO;T@3OU)d?f(EM%(P48FXMR5?$rn)ke%0y|mWMytl}xss`*2zPdb?%m
zzb&op(`)O$zxlFKAYFRnns$#U4nyZi*_lrpEB>l<KTIt1`FJgq!B}#&lvBd1V!m@{
zxn1I)-z!kKxA4KQuP3b}o*u9f5|}jcev!<^t#aKy<?FMeiqhWxi?!@6;QLn6!$0wt
zZiWcco+bJZ#Umf_2tMBP<Uypvw#<c7UON7|zO3LxctsLd`~5wEDbL!>*$i}wR9l^&
z&5t}*7bd4EQ}52@9=hxMH|3v&Hx8~()PL6g({!%<>7?MLt4;Nv)tzrs{q<>L`eCCF
zd!8mKWgh7HymIr59_^QV1vy$5lsuK2T+CW9UGJ6a$#9Kb3p@BtMD$l0*RlvSv0o|I
zHj>;nZQER@ojFR50?Pxeejh&?5k2wk-H)&K#OR%o6!$phZSZv8@;x^<pGtX9^;JgQ
z)BLuJ#T11piP9wwN;CKTb%;37zNRp^Mq#UM0N>B2j%=s+Em!+ovtfI-JpFaTr&p`q
zGhCjc+dIXuVk@st=qG7z6}b+x%;wuk@239Pwb$I=^61m_U%TF>UjKK(J+p4}t?80=
zZZ{tsTdU5qg1ue1C19o@kM^djeJfuiM4YKj&)1s7H^<FwFT*)4mZc4sPWf%D^~=hi
zw*6J)_N`MBHmnHUedIUibunj-KUeB_^CEfn#<!+VZr)OAc%)6~_UHP5XUZzq6I|xE
zotweBK+m+HU=wrM>Dh~~f1JNK?oRKGB@aYStzETn_OuJ^7cST?k@}##avHD8+|5xv
z!p-b#H$9dZ<l69SiyLIz`H|h$8MLk<@m{LHOzEcqU(KrYt!KLE*oKJ5G<pg9ay10;
ziKJKY#ZG9w$X8u%YtnI1TJnyqfb`8ZDoiu&ZGVAwY}m%$_nWUQ$J%`2%4+$(7=!rr
z##INN{}D^`Qm9$6>4GiKf{85w-RA_fZvU~0o#v#Re)`m+I~>Btm~+jlrVAxMQ+|K5
zGj=k=FNc_Pp74@{rzidwZPVYj;%sn$&G+M8((i99550birNsG0Kzcl1iP-g^SzH@E
z#I!hCW<M(0)V56L+$AOPyGwrl_Ub*<{&}s{v7IWx52N-?eexo_&i0YQHn}|W`3z2{
zSA2Z+ru}u>7irn@seuB=AKl%0YguB3v^e+KByJbh%Mu&kKmAe}W4WxX<%{#JDQ~A{
zN<CU}cv*Ax#Xp8}XTQzLE3v)pt&}j!H^6$eW}(=ggV&l>9-naEd71rnbdPymzKc57
zk(z9m<Hz&jL@x>krr6);==+gv^+e&0;-bk)Oa2_2;Mb6L%y4d>?Wy_VmnBms^gmc$
z`y+YfjgJ+Nync#aJfC=I=B?&yk4i2?$!rn3S8V_HyZ)u95ak=Q^o!oQsT=(}61&u7
zZn%Q9SLULMJ&~Lo>@Vc5S6QDFzua?h&eJ5R(7JPbU%hlS6TSSQS?pM<(4k+k434py
z%VzrUJ&(Kk??8vX&WT-d2a2|dTz<iDcE4D6X2{YF=KV)aru^Sj*m!kk?fcuBw(niH
zX2ot(GG08dd+vn|Q8hM)JoB!fVzYMane=Gi!rnI<gqh0akNAanUTpc=z5BvKi&^0t
zg{#yeKJ3`h$#CICn}h4aN9Xb+r3H943Saynvah={#7XaH<_EcBey?oK#69RYF3yxr
zod1GlrPZ-BQ?(WzK4ThgcjnIFGkaZiL;ha(D62lQZf{>#^7W%Pt-3e9K6qDo;Vi?A
zuOoAkucyf7cgLRp^*ZWJ6z@q#|KkjAYF5N?Bws)JKA-J`zr=1em6LBO!;`PCEm!C{
zb7Y-oPKx&aKQ99hRBLn_Ra+ffmo0Uq!SG4TRhDOmzs}vCvS8YpZM(#FAJbg&SxLpa
zJNdfR%+j_MXO65()m(FIU9|cwq22Fpe)LFuv+Kuc!<`qeFN#?fxX-xEx9p0%c5HvF
zaBHKX<;N5A*8aCBdpq}?$P*Un$Q24XZ)U}O6lqN;oVM!k-q6q8|F52z8q}|9@<{B$
z2Hof;{RXYtqc21`l`c;<IG6f;xtLeI^IAqHjp?#&qLG2hAzhPpD1{4Es-E;I^$pS4
zJSk@SwW2Hj2hKOMSKV6GdSuV7UW+rinwLc1F7g)T5sYV>qq))YrZIc}h6h~}zW8qK
zJO07-cpux!VzbXddaC`EMll6PiduJ0Ir{rxxpmstc{iKeS=E-;Z)X)#lxSxyi%3X2
zB`0>nKBv*NI*tEd1xt-$^#_Lo>lGf%-o*ZL=DdlvKfDD$EIaDQ%D>E|@Uw)l@Zl*d
zW*f0yPV&0KrC8i0dHu{SHLJ}>me_Y|22MHpS2}1>&F7XaQ-n;<9({jau7yRTw)d9h
zd`^i6zJ4LLKMq!zsJ}8=@qX$24!-{<pRmVDeSc~fP<!^}iP{tH?+$-?oLtNK_*CQG
zw>^6~*S93(FK*soAdp+2a9;A`=8fk52id;}ZxT<ftkZcF{!;3j+l;epZ*o(rnRxRh
zK1XjfpS${ZV*b+l^SvTp?N8Jk5$0<3DB9xJzT|ewftn|->a)f6KKf&OZ4Xz@it1V6
zzUM_xht2FSikmP+Vnf4>T_--(T>gL1jd9w~js-JYmS&bF6i7c)-gdb8O^?U|i(`yl
zj@}Iok{6BS&tAIy+3<a`-KyJB`;PIyh;wx=Tm9zCeX(!ZMibVkeowx!zWH4!`|nb#
z8|ya*8&+?K56??lDu1FbHp$i7I<t!Fcj;Ze_dg#w^8XdQx?6SC@`H+dp9)^JUR32C
za{m7Jj#sRk0vv0CL)Nd};`>W5?L^t)|GN+KT-LZNoF;H!Su)SB^}NO<XVZ6YO0=nJ
zzkk{KkHWlf!q$I}9=Tk4J^TB{`S)^}3wGD9zu6XVeC+?fe`(SS)@x{$<ZtfXwSHgD
z&X4J()t_u;%J?4;_BHV?3)mUze!p(l`SowV9Wh*W`QqD?d#+u4>-p@|g+<B5Z|u3>
z*F68HoOSDe#QU0>H}>)0WfaZ6Zn*wdUEPY~-0OKu88a6h+;DYYXvD!IPrd}0irie#
zqg=nR_tnZ%lh5XJHK?1;*sK5aowvSlNrjhV!K)`hWxrFe9OZe@!B>CM=G>}aW*xoP
z4WF--nK>O{yp<Oj;p1?4^10Wux6TR74O6{*c0O--w8oK_>Ri1t3mjT(-xr>H^ZY{p
z-{;#`&073?ImiCnTsnC&{qyGgZ(+*M`@3Pg=ns$A?YiE3PR7s8TlKAc3EOtY2Qtgq
zf^D<7X84LdSd{*8QRyeS@~3R(vi~nBJe*wIyj;50InSVQ)1QqKZ-2d$@brDyZtJ~z
z<~vr-I&ZxC&lFa%u-2n<KJ8zqwPs&hl3#iJlPT)V=6idB<ECB-_5116{!h%W@*`*X
z>O(2}_a4*SUmY3|+&lmB%2oYA)0>|ar&?Qk#lDM<|N1n0>tl;8_1Tv`R4ElsfA~cs
zbB6Nt8Rd-2l|L;kOY{~0^?Pz#t5^E`C5eJx>%NzG9=4nMqwUXw>uS8!ue{A;o}9fi
z*+fVFoWFYZhYjJ?D!jMr-F6iP2>iY<)$h-ab!U#obDS+)tbO#;tu@*Q4_cKxU8sF_
zgWRqn``DXPzW-8|){^%PzkL5*$=8ES-7CVHQm#$xtG|1-Wa~K_E^bz_{YziIve7To
z-XI`$(wa->TmCL7kq8bJwfB?ncF*lww)(TT$a;xO^L)d5pVd#XQBF8j(PEQaa-T&-
zLRxNaE0br;f3?bE1{WIZ)hmxZ;OCieMfZuM7Rx7|tUVt^KJ_d!nbH66$Q11@d5-Dq
z-@<|?YZz@eFtYpPrdV!JRu~|DWNPD%$83W07`n~<Pt=_1T>gGh*mv$HpA2-LYDO*O
z%UQjCZL}$`PR<KiDZ91N+3Ct6rpupA&|UxOmzLwC=S4wNKL$m2@cS`ebSy~RmD~QZ
ze3OSYpZS-BEWcHYjtek*UtQxAXnOx3%adgf-yD#cm*#jptg?NhuOz>1z`dCF+)5kz
z99OlyDzS8&_vIzqmK9I3`D9K{nf+p(oVmPfGo#I#W71A@))#G`l(qZ(?C}1{cAqxS
zx&Pp-)b`)5LR%PbEc)`$uS42ZuFP;%&;pG!d|!5d5uNDyQ}*xmhb&8vFzO03opuW?
zTYZS@%knob8xL`NS-EfNnm+l2;Xc)k*W|vYn_oE4v@e)9e#e9S*p#I1Y%9}(Nm^gl
z{@t|0#>f37czdI!fysS!fvql)sd;y^yyj$W7gK0|sTjqvsp{f&)|U=}D|Oks=AN6s
zr6=c91VgVs$C}Wi`R{d&O}8qt+%4J{d-{M(*sUU0jTxzd7B}=uvVVRQ+vmwzCK>wR
z`=mLnolldVtbC!bZh89Vy%g7?33G0S`=3{{%--d7`MsQP;{JIX_Dwi+PGhpiyvc{;
zF7a0^YrGwNgE6wgkE{B<TP~yQiww(?4OQFaH*f5U3;Q$E$y;dBt=a|0mu=_{IQHh6
z$hWZ98&z8GuHLk02J^BF)mJ%we&A7As;&9P@z$ee%{PhC^AuWROaInszS%b6--@80
zvRhBNPdyd5y5_Uc`}XhsqIT1+Zw>35{KC78J@3S;TwA?Q8DaT3Zfhq`o#7)=^=OOc
z%5ZP(cV4fave%mQ+Iqa|y?kT&`t9?sNWc2|a{Jcv+f}}5@kO3Ku6^^Q-;A93kGMJy
zR$IP&x8z=3$hLm<57*h1x=uY*n-#{*?9wEC|CQdWlTPnA4|3MYo>XCB->va}rchJ$
zf^rqz;+UrrP24|T@13~!fY_sEL7oSN0q;t_^xa9E{d$>x(A-<Ux=-$tpU0H<+oOUd
z?{U+I>T0#8r+;03V=#lag7*$zkRwx|W9dG&yl^?mN}(OHPcrWC<O#Prapd{mKFGD>
ztijV<53{a>gzE?2p31+)cSp~rt-SH}=h|xrbGOzA@4h5<C+yIpmx@k%Zm0NOY-Gs0
ze$PVdn>P23xry7ZGuuA2+Oalcj{2|S2W21U)t=^LIa;wmaK~9g?fq5rnDWY}pZsv~
zNY##v0}l^=kek^%Q~0h{+WF4O#!Pc2{dBYcu54(bn#muuWp5+bzBNy(S9_m0d5Ud&
zlH`iWn~R?=bLe=l8j*MU=Go`wcdFUTy_nYRy;m(bUq8^$Pevs@Wv6pO*HWQ`CmJmB
z?8a4B4t8F;x#-NVmY2L5xw}MH8eR)eIrcl^1bbR!Ojl>-!a2>$wsX#zY~d}J79ujW
z&#ZXc8-^VpXKS3>r0cbC{r-1%Vx}~iT(7fuaJA7<$nBsL(=EN|M6RFHwz2JDn)G1@
z$I){Y7k?i4F3Ps&)qxbFMxFib5|L~Brr!75{H|ZrGVI0upZZ0?2eN0G=smdlJ3LOm
zbOX2khEMW*6_v}Ziu0$eD!(LPBe3WDwWCHgb1Ob7&iYfiewR((6xPd=ySAHM@C`7E
zsZzbma=kaP#PII*mI(EbkGH;Me_A2G$tJidvuKx}`Nd0X%vxDE^j)Wl@88O4nELSe
zYEj=kQ;)p+ZSyU$YF-+9_0%2Q1vfkQdOiD_{U-GO{uip>UM)IuYjtmN?87Acn{lDj
zqx3}sLnqe1Jeas8{N$sarO|J$W`E7LzPWlKXZ7yAR(hx7a@Y6$T)iOm#^Jc953+V$
zlTO^dch^?lLvi1-W^BG{J@Mx=>zk{mRttIbIaXgi{x3hPx#8O@n<DF5tG_5-uFVzT
zP}urymDkm{wI_b{c_y0cioJal&n^0}x%cWNp^pb;FR@DAv|s-Jo>C!~mRRrvy-ZQv
zcRpJTgf6Kzbar|+2+9VyXk1=!QFn)bL-gc@yInLcAFjIZF^M5nFebbIxASZB7dr~X
zc%wGPZ`tBl!Fr%H;=R+#kMF8?1teYd(KF|msM4r(^4yX4Kc_O^W68h1^Wh@BDUFgz
z+me3x%vt()x$visbgurUw1{=(#TVu7MnC$~e&TZ2%~&1IU7zyOJP*7`oDj6ZH8M={
zPw(L^7CzmFw?xG1Zgrdd%l~Y|^Xbp)?9~mgxIf{(`<%0Lq1|jHFVU;v`zQV0J7Zc=
z^1JWfj$H72*f{k_z)6Rdl``e0{(e(+o5Ne@|E~P;M}spKSIQ3@2{61+cIq$N!|WHQ
zSFifF>tCvKj-I`Jl*#>_N4BeMo2)3`m9%2rr-0ZEk68mbd#)^Zd_7OB<#URJN8wUN
zx7uqz_HKO@a)&9!IjA5nEVb<P3(e!!VyR*AoZXD2%^Z{Df-W34-a0MVk9*y7=ZPQN
zi%Wc`C~$01^IPE^!|{|y;jb9ieD>4K=524*?MShD5bVR8GLwZ<!k^K+xG2XeBq^!R
zaPI`;Et|vbjy24*cbQ<2y<c*Ze(KLXS3J#kF7y0sYgsbW;=0|`-CHmH_&3qn`kO!J
zp~mgL%hr1Ce{2`7nUGi&xvPqc=g^kqeO2D`W*1MoTA$C!-TCS2e81iM^7rk!{$=^x
z&sU2-zRwp+_c<Hc6#7qt^Xu_nv$Xf=wbg#Vcy!%QPtkZC&Z4W<Ys=VgK3KDKo~AEv
zA*aXkl{_<FZq%8ad0%^hY3)S6N(a|P#*@4c`}D4uG4-;Irc{e?n#A1;J9Jis#;h-_
zv+$FAw%3uVqHz8rIlH~nm0Gr(cu@K4ecI#;VeYxU(*5FkyF=>l-3a3E+|@DZb&BwN
z?dM$^)_4Apy>fo*xt~n)wX9D*KX7_ZgpO9qwA*WcJ>2y2T;Ko4zx7=oAO2fjvgr8t
z`_Ii97xb#w-eGz4>fh?wr(%EWH}Ci#Cfu?5_j<S5d3*kwO}(+5pE<kc*!HlP|4|8N
zuY2#=VEx4{;ccbp^?iF9vp2}E-tlfu<foJb-`p-g-J{n-V#1fsdhHO;xkj+Bc=m~g
z<lT(fo44=eTXS$-*NIyi8PgrFx$!sYDrHZ66PEIJl}?d@%#LLNoKxi_3)YILN3&g@
z(ix*G^_1QGfz;$h?|IfqHe{c$kqLjeRmA0BjMyow1Izq3sUHZdetmpO*Liv7%PV;g
zxbaLYI9biGt);c;mz37-aC^;{r}t+*a=-k3!$*E;``ceDxA(@kosX?Qbfd1P_r7R-
ztAb}oCCj;d!S+jukLAtwRZiWTQ?t?g!ZH3cKi_Ztc>CYpe-V!!AFdJBd=luOyTm%=
zh;`-SHz})julu`*Ti0FTuaVcBX-Q|4@1*7n>@05nb1QY?##ftmDRp)iool-umn#|n
zdghGq0}=TdpNg$!FZdeqUFkz1vz|-Csp=K>t#ep@HM9nE8op5TTp7Dza{8Cs%hq#j
z^7UStZQ}d);Sujua=g1(yH7lEJuK&ZbcJrE^NUF*i!!#Z@cYrNQt;sS!Ne6TIgj#Q
z&Mn;f$KT*p{XL~)GhP-2%rN!5@NH#D^oKLA0>3T&=p|JybI$4zN7vJ7A1lvuZaR08
z<*<Zj)AxmIu1x)MaBb9{^YL11?>ToH*Sar>=@k)PI(6=vujjUY{a|=xeY;!ctwO$+
zUn(?JeocHS8Jfw$D(U#pHQ-%#gVGHnkJ9B1Wksz=o6XM)Ps<M|SABi!@r~CGFBebE
zv41pu^G$(u6K9-w{ip3YyVLC#&MhW-x|?IRY&*8Q(EF>*+7N9QwF-a!`3rtcaoD$G
z@x6J{F89wq-EY0dDL$oYo8;{sTq}9%9k(TTPi!pv8h%76F-Oz>H`C`+4y^uLmR6;2
zev{z+GpW%vdKFI?*X~bY!CiMR-I(;L@50Gz-YZm}My?Q^d{m-!>uV=TzOLn8Cslsf
z5SixnO#RM_-J0{7R(J*c6FKm4dF!N~918z9W&F)Q+TC0$#~(ZS=rpElXWCo*^dDB7
z@?)E{H|yEzM6Qsj%BjyAKJ#1Lk1Jxgs6S(z^|9jA8{Mr1cDp}r*~#xU!KiwvCzJOl
zot<v)_v}2pDnY>K$DVtMrE|W|n98?$jbEWmeqs?{wb#8vPxg3Mhwgnk_1mgXvH5w4
z3;wP9&m@+^e|vSCr8?tw<C#~i8{R&)SiftrTFUuZ6W-r_@bB!b3B1xV?(KHz&AVeb
z7-u}c-qNDHTWEb6XI{bO{9s|FO^el1-p`s)vD-4sX<n=_ll<?ari!KWu3anUd652O
zO}=@<?nkPXc4_j=6~WUtwEj~|VCX*Muf8FN`OOb8W($@+W#%8dJZo;<yQ324pUq~l
zFyC8B)1YB}%9Q(w4EI+|G}Aq>>Mu|Cn`8!i`G<n$FZ5d47o519ZESY+&92i-c~<|v
z8g-->JbPE}Z1d~UYcYe1hxdv-TG?3oATp#YddaK>i^>92e!H&_scsKi`hH2!l-zWA
zt)r9P%Jw8x+D=vapmxu3>5a0Igp(yZo4r2HUMa%7cb{kUwcwEb_Dp{62VQbmJl(r?
zVwIQ4+dip6!LG}tSNdhXDrbLH-oMCgPhMBa(|_r&+#k(3zPRp5`qloH$o~5g_C=Cc
zex~0J;eXq<qe(mNId5|%uT``2GUnrbdhT3DZj~i!PZ!zVo;d4_h2(7(KX=P5%C}j*
zx3nx_iv8eynd7QNn~g1KV0KO0@}rsW`@VjeyZv$Rn$9=hcSP5zWWWCKCAywh)gt!3
z-}}g>U2Q_IrnGGJSp5GO=j<&rc}`xG-jtsG#cld4>;Jty-#fPLJ7=cEW@uEQ`mSk?
z!W5_ATOZ6={G@ZZe?=s3(A}_c+M!!hRz3UOmZNSLcl=fM&G#H;JM6<w#Y=zJlRs$a
zm$&2O%Ga})r;2XlUE<-*^+>0z)#-%t(UpgK?|(R>qWj6}wn)8lVE<t^BmVju9-k#-
zO}G6lUg?t@Bwt(CZ@1rX)`o3cQl_~E#5m2L=@sH*bFzlz?t>LUvmL*Ev8}CpZKSpD
z+lQ=|MtiStYhC)AShM!SygxbS;Y*V5ESULR+S;{z`jXF9w*n^Foe|%?SmmyLY}37+
z%T!|Ha(1fNN-SABd2{Qux9mTDt4?|Q^mxg=k775Sp3i0ebC>VmzGa`!<<v?)%(i-e
zWv=5EJH6<u{mM}{_Xl=llr}ofy}3NSo%61U#K&2Go=y~Tnb6C5{_W)_V&CTLKE7S2
z_kYz-nfvZC?h{@Lgx*t{8fdWghoe^8!Z#WleWr2synbQ!#z$LQ`mgEvL<9HG8yElT
zFY?^2sdcsSc;BTko@^W2X@21bi68p}`aD{8|J`<8Z)WuQ7m?*}=G1>b7x~%3?$YLW
zH!SCGEM{Up=D3#kP^D4K;%oE#?Pgu8{r4+!&#jsES6;UIzSdY(`RjeU+1l!s;OO?`
z<I76FUf_~`@!q$iCbY3=ionlot|{?T1b$j`O^Kf-VEOLmlvfH2C+hCo&vM$ASNr$C
zvI$>roYT0H7<NB7tUu|MoNV^KI$7E5Pvw!<>*J5ls@kKojeqHvz=9CF_+7hZ{|J&l
zoqS_;+c$MNCz-Q5T7U8ASl^hDH`UfC>CkPh)gQlXy<+%o)&!k=W6zBSXM#Cr)Uv22
zPRQD>;}l@*A=)YI`e9~h)Xsp$NabA{-gECT+Zh~o^}QP7dZzmsbys6O50pNuvF5Z`
z&cpsQ?O2XCJ7>kO(;f$A+jyOMr)g=qPuQ8u+Dzr$n+ZGqHphI=w6u)t{m_4T*&G?q
zqaW>a{Q7F%E`RdGpmN(xUwd=)<ttx(|Crppf{!gg&}qW^I<^b3oD=rk`e(?qfSobu
z+4S3680;n3m$Ck+;Ei~yD;LqU%D5)-#>uoZCUqsu;>J6r47NV`#lX+8;%nYY#?>d=
z4@b$bQv6_=5Ore7)cB}_i|0j4-U*fxICrJN^{T(6^~}B2RV#8CrV8$z)EXj~6El6L
zl!0jZ!Mn;cS2AX2+xzSi@qTb?r_=_UAI={SpJf&^cpm-XZxpXY-s-AKFAF=}YYm15
zjYh%DYTk`$0UrEi?z}Vn743DeHi*_+wz2w$7d?2lhEbW}OaIhQ*ZJm{d~TZKHhG8R
zX{TJi{2;YA3yh~b36{0qk}~KDRC!V%^^*7fTE^^GoK?E|i<aG;b@}L|1D}kpY*Dga
zk@<buGF6+uB>|VyHmRhtlrLV^%JZ4+PSi}{dpqv;&)W90p;<lUhw8kWk1gllw%xq0
z!gF5#Pt|!h9esaauS!$ZHYs{gR{gjvcANOWX;HiGci*1+lDqCL-`Ui8d~cfzoo_5P
zUYalc_wDr9DM!{uF}5u7N>p+)ig>el^J<6sVzK&Zvp3nZO0%5c>OHY)3G-{k%L1ae
zR&w!jq~DwGW3`XRef4_LlPMiht8VlQeQ{s@+5Ub)N!yK|y(j&+3>ml15$X^3zF;q4
zJm*POi!W=>)I4_qX4@5a-4bt13ixz)(G5wpkWRInquYh+BF<(6O<_No$DDWbUhbZg
zQuC#z$VBe1cB=h+#^bC4dr-ipf*a>+)ZXoy(BKm;xXkKx#MZd3x(yc5sulMQCahZj
zF#By#hx?Lh=Yrg8cIolT0oSX4-g@r-2D0@~YSl%TYuXP~{*}LdclmHSYvSTv5jJl<
z*yMhi+^$kef7f|LvitqEFOQ<0Y4^R|YrXwS*^jD&uQXTg2zXbaE4n?U{K3So+5I7R
z!k0a|RwsO0QFQxDD^<3=HPgFK-ZJlBzuvQBhehqD8GpE$eJ+Pi*mtgb-?PKF8m$gA
zGxMLV{dizo+4RYhxzB`zAH@r<6z=GI<~1o^E&0OP#8Z27DyQ+7@tDjtDqwp)>%?4Z
z`vi?izxjUbyL|d#W2N2nH=3W%C@g(*y|1#$YewPe4F2<HS)VZ+*rXEm$WbEiea~f{
zs+!X-QYR+OcVoP~PU+Cb0}uA!y#7w+i$I6ZlvS;J<K_Bo8pNjXUx=ujF3@o2+}cV0
z(h+Yu9=)mlkrKOY(%M(+*4yWQ4&3~|=S*DE6lcM-Z>vo8y5qiYdc$@ohi_HPcds|D
zrMi!$mnTgsS%2qF>cvYtU+p}xc*2RD7Mof$rfqIsXm#b$*_!-Q9eaWf2ZTR;d+*ES
zjArvCJulXunm;9P0dHTBo7Q_{>E91#2f592khYoq(tJtJo(?k$KgpX8(rac_oY2`l
z%}7Z*d;XM(e>0n#r%ashF0B)0yLRycr=v@I{-oV{@a|LY@}j<?i@)W4@9w(G6g2I@
zmRBJ!VngTH{Q6m=+FdB$RJDEs7u&O>h_C~vS+7@4h>>uRd&X($H*3eq<fa9y8Kbl0
z4x6o-{7|KT^Fz_=y{$^Ftx9Rf?3->lD1-!_W>s6uI``MjY0Hf6O!M_P9Cs$@Z^a9h
zs=Ab9=MX_zE-A6z-x>yM-*>++o7|RX7k>GO;UA?{R}vpw<W5+*f3nurHuD)R?iJ;`
zUVK@+e~-`qt6M%7`qqov*C^_INUZxYm3yw3cisG>{PK*U*__K?%GFgw3w|%DtC;_<
z%;?Vtp(#gQERABzpSQ~we0+1B|GxPl|1Uel>L<wk+vfBj_Qk`*n~d@$hx@+defe;?
z_^8o>_Va#hLd)9Y%N4}tbUD~sR8{Cs|116C;o@hr-o~o=$1joF6Z7SwyNTNSc|lTd
z>Q1Jyz7}~d@qJz7(xbTy+_MA&zL)uy<%g|Y<#0~H)MwG<0HsY@J7-OC>`$;?Rr24~
zVNsiTiauwf_rg+6gIx?yOP4K7X}dVXVvB0=`4s)1Ey^cWPJg3%cB$SH`SWV*C+k0z
zsLqyiub8o)S$D7Q%`e-Zt$S5;L$|zi2AAxs^R54OYEEPS92;aN<}%^URD<AVg{>kF
z0#C9^H&2<+qRRW(<6*mExVfan!ULcCAEoiXvkgq~6MH}9fD_M6FPU|`c`^+98SQeK
zJ_#Jp`eUqoNo&!<560{jrHm1Z0i9j;Th44<+h`-e$nLtjFo^Z~^4ni0Y%u)$DmVPc
zqa{}PRzKEVo}DNsSk=^`ko4i=?9*x~-E$7t1qhdCo4?>UYfS2U#xl!HfRTwmNLF`d
zq?BOBjfL0SIbZNycRBX=BD1Ant)Y3WQM^gulKJu*zFwQm&EI9}{o3w<+iArd5w;sl
z0Yy@`E_)UA_Ddw^`3hKZO*S~VgnjcIks5`f7j84J3w=E?{p9-jOSmulSou}FT41z&
zM{4b%lI7E~*H7Gfl>e%@35%%OWy|_|Vh>7}H64DtoqL08^50i|3&M&*V!6&mKVF_b
zVM3Np)r{jet$9pqm=9h*W1cZbWOLt^S2z2wUyH5#^Gofl@!84=cTU`Wn3(%+cH_aK
z<kQus-_PD*UE{RP;{rqLN!FP!<eYvSyd%5sHG>7$y_p7W8Htk()(9w{YoGk|jkxyi
zAE!U=vduj$!DsP1^zpBmCEKUkW*sVc`EBDS!6m$Z8~e6oZeW!<V<4LByZ!Dik%jtd
zw>yl|w3i(-38-AfV?BLV%C1JCjSYot2b^5*`fHxxSi*C#?0`#pTJ<Fnjj1yi{1M>E
z;AR%`E_L9pQ20{FV|h}5HzP6U!=Gu_PTVtAU-iV`tdM#5#qgu~)oQ;w<u^S%pKW->
zVTPu(VaIP<nJ3c6*Ngu@@lw7#&$3*kPU5C)tGto4*p8{$^CbKO9*4fWzq+t%n{Alv
zl(?uLf~wn=ggz3UEF8M|?-Z@W>vqKbaJ>Dk=plRM*O%Kx>OvlTdlU5I;LHctIgBrT
zJ;X1&N<QL8V5sZG6VDW-qQ1TGUG+z$dBK_`Pp-eoYTTgx&%n@c^K5qY6_Qgo?sP4B
z>(W1QfjQTzg%<mjCM8@pcy!&~{ZK;ZA`inRhpy?u^D8;jd=+?Kc@?~R$Pq9%vVr-*
zw8o9Dr*hr6{wQ4H@|tF3da=^?&Pra_Rd25JILorNKAvm8<-=i?m|g187q!>v%)F-R
zQ?4(wicho1v*g!%-38ZOFP7{y3z64V$$D<X%fwZCj=#%9Qv6Kdnd3*FxLR3+)|?fY
z(sXk{!I3BOOPZsaZ3SkptvLGC;KdiFj%`k*&;0v)nmxoWelR_?bt(hLLYC_b1TLn|
zc>aiwg~wLl;BJE(a@|k(oF6=4Y5kGCNcfq`T32Qv^(m6Z3NzFXZZDsI±WHR_F6
zWz#N6i!;|<3O#Rfu9(N5^XW^3KyO~;PBvpL4fnj9)BKYBTqoInOq@ACJH%z7NA7&z
zW8S)V1MD2;xu4o`$#<%0=gbKIa?#r}CeM$_5x$zEvFJke%=X|#NwZ)2-R{agb>RD&
zKda}*Z1jE4Ta)az+DA5BIn7;Vny$!gmo;m&_xr88ktV0sBjT>=eqM9iMYfZH8+~2A
zN<HC-%HdAG{lbw^+4!g#i(2bZv$@6R{LOmpHMU9qNw5$&lg_@3_o!L3{fC=J&8FVp
zeEDnA>}#)Q<ZEmTyz(JxqpyE{MgB%#)<0|b-LL=Pxq2gf(o>EP^;Mf<&V_A~NZ73#
z*>|$1%x_xu-vB+;)2!c4F4ArF7Tsi}5}CL4^S1R`+fNoL-I=4qzOvA6asy{Z?xs1{
zO)pehuU&rd$d%2G67LtL?9^jFbX~wU?CgRcA^#QZL?7LFC|zIQ@9=SQ>35?;l}0=^
zM{e;OBpN$Bu3PmZ)s{(mJy%e=;>*ZChu+=Zb6)og2Tzft;0*E2O6hVbF|4fxjDJj1
z<oJXyow|AYpZXiN9r^tZU5U#Vq?zn|@ib3%$JL~JYuy#tUtO%ewPe1YSLP1``(3s%
z7Y^LnaZo$9#Bs0gq$Yv6M-Q#r&T;cW)3tlI{P{oIihNr8E=TavWa%d{0gJkPuK$qh
z;ocS9J>kXmuI4O%ckwOfvKJ@BT(}$6vS#;!>rpKd;w5w6HyWG89r<qX<6wbaMnKuO
z;%JcM_w5{!MULOI1e^3;RCNm|&D(pQHTU<<MISF3C493vpC7pEY!}O3N5NBnK4$XE
zOfufh5O%D{>_{bJWTdcbt4iW6ecih4bDD}W8Ty<OS*=!-J(fA+v*kU{V^@bO>Pn9i
z3|tpHsCgyqrW&L%$9-bw0%nJ^2XlI_Psn&aB_TmF0W|TpvN~)9^X)(%dDq^E2gwWK
zc20QnN9?%7@^+3xlh-a~Tg05YI8!mrqE<M#Sn1S)Yu79}y;gkX+$m-w<hXSGO82jq
zj;QY8ydW>D=Xc$1zu{x<>qW&`r#UUO&e&~qWG%be_x0{P$;_QoqUWqNO?;H}?nubB
zbN<1P6$|bjef$1H%*C0!(&uzP2e2rXhu^=udne<{?;Cku?f$zeQdNng$RO{dscBF1
z*SoJAwmeBps@;BS(ULVH2Mjq2r%mAD;T3;0Gxe~}QQeh~pIsGf{8an(ZfJP6+b?sm
ziv4n%r%9HJR6OVWc=mIE9P2%?3jg(bAL`iB?)tttc2;oiFVBlBkCr8H76m>wD|0V-
zRpMUq>Y38!y^DiqZWf-m`O@!qd$a2}4qyB$_CY_vV%L49d2T<VCHmyHG-$fb5R>d<
z;<iXHKgtvF-L!4-38rP=@9l|VOR=;3cGR;XCHIMP_T%@bZb`VY9*;j+=(6>x=8J%-
zVwQbPg(ef<{QSIV*^)PRw*<`mlhmi2k-7O);S*Q2J8d&p+Zoyxy7L#mTmQ&n*0E3O
z1u{P!eZ6Je_bp(0EN9>NSY!I?MVITh7t64woHQ?%xte!Y;`G-{8TUDiB~_}&C%#GE
zrTx=ZFZY4Pq^G8@_o?<RJ}3V};`l_J^~;N79{$VzG(+yO1((w7N6S}M+IPwvzo@de
z`?1Hg$2AX(E&5h%yv}gp>F*kmSKG_g?Mv@Pwz7KN3rsy+c4eJ)j>v^mp$Y4fGw1Ya
zt=zpOqEK+@uIw3s--WxRqmQo-yVP;Q+s84%mUW6wnzxr@vHHA~YV1x+8P#@AIL5rw
z-QwY*uDKeYPfEzi^zB@)y2P%~`aJJis|i}~1oyYBIdm~utTFY)pZp}1h*G`HJm051
z4ST+x>F>s$?nS(dBeyGFpCCD@FUI-v>yjr@=QgQ7mpYYXUBs)ddGz^ZyPa)?+8y`j
zX8&0DBYoK#W{ba}j7OO*OwWIgX6{<g<oB8@YMIQ_JT043cRvNbGh<KCexLsTLXr8R
z^F{}nG|QEZI_5{d3k(0t^LdZS)AHvn?FL{{`RVkO|52y%W3S)3{PM=x`kQ&{en*_Y
zb7jZ$)nDe{I`whBMeC;Bk0vD@Tt1=JMxgGu*}vY<*E19@hzg}je#_0u{8Kgg-GPbx
zGLioF1y7jW?Fydkmvqm2wZ8v?%-Yp^d5gEKJD0|{JtXvx|JHTuX8)^Qqjvr6!+pX_
zL=`tTtWv!5M%1m*`j_9GB{MHQu2q*R`pqnH=2u?%x49iWvwu37f0_G$z4x~I%J&JI
zyj5mwxK*CCtK`n1U)I0;UNFSIwO;s4aI2z6^|!ezyjQ<|y^-gm$g%iqG2MKj3p_Lz
z+k7xHe9IGeYPHwCy<1CX9q3;A+{907g_n=Xe16^=JuXkI?*Dp`#5LJx`OCmJ5uQu@
zMP{{#yE0auJSi~$dS1+o23B>I_CQCa>7Rr)Zx!7pz-$_@=H8SI8ISMIZ@6-Eje<x2
zvajN6RNCz(BzA@6D&D{PVSmcGm%a;w=WYJGvGnP-yU)L_epQ^lMlUSo{+r{;52hC}
z*gWhxbTqzH<&>qw%4zHuOd7a@q|cU_vb`%#TQ7RyC(GuoJlaZ2-i5z>Aei^gX2Kj-
zmw&H*o~^jntl-;~c~&|&VCx6doXHjiYYtBn=6#>oYo^y+x_gCnMB#%I8&uD6EWi2x
z=}niecj9ahYaXa?4cz_6_w=%C)1qzli&g!;)GoL<sp72jwn_W<UA(l)qxO=+u7wwa
z0#-T+d=6Tyx^?~OE?dvC?u!A(d{;?anE8F;a<iyYal0;LbjmF&c<{01?4+`+ElU=~
zO6dk}`TS*$n|Ib<&mFpZ*IX1j%bq>`Pj>ILC0j50=WYox>dedA@?^5g<)Fo?{Wnxj
zJYW3t!*=s1t%Fk{w0Zt3_D*}X@2}NoW!=I*f4*Jq<2>=to$J!keQK9;`a&CTb}i_i
zwP{tJ;~nFQNyk=*d#CRE_@_c^pVr}>N0X{on=XvxuP{(}82N^`_VUGNB4_MgGVIiC
z=JA@l_e`(6<OxM3@h=HmE$ogxlit26h@*)$Xoi{2$xoMNFZ-#mX`AG}d)w~vPvP1T
zxnuEn&dKIY2BvOSdtY!r5X_8yao|?|?q}Q^L-uQRu{=8Q<IKK|CS4q1YYxST`-n~E
z@O}Q4+x=F6<$OKXzq(KPoFx`=PCI;n;akGNS<-w*e!ICItw{LRuf%K_A^T#f6^rci
zz19rti}={rFwVD^5GzPovtGdb;`=2RVgqYlXU?17U@o|7O8d<e`MHntPv)!cGqFk)
zDB!nR#JW;R-D*NZ(e|yJ^W$b2g|2@r`z5C1NN4gx-ic1CT=VrfmDlY2;eRbv`{tT=
zZQuK&njdN(Gxd~D%Ur0Rc*yA$PYK7FGxHau@-8@XQB5=NNU2ZK=JvHG-t4>P)Df${
zQ)zRW>*>f;%?DBjf@v!PUj7ka>$EHEOE}H>?8l9`lsK!3{Rs!|Hf)`1ZSbM4IOOl*
z*Dc8(_SoOE-F)2Z?Nxo%=&j$+y{SCr6yvct{&eD<^H10R?tk;y(M;_r(;OY$+Ybci
zwM3qplKCRXbr}Q0S;s9RY*lT{%z~_b7n`GO3trx7l%L>Xv@TVi*-GkZlUv`>Z7Z+V
z^JQH9!*J@jLa?`6C&L<<XVEqrnI1WwI{tEJl4OWOiaPU2^8mX`UFMrKlojrJ{=89f
zwVV47->Kss+b>k-$LRX9UHaT^d~QdqBUjL&o-J%l%6fhWRgz2tgv07w9xpaBJ$Rf$
z{ejaI)81W6>`MK<)HU8(FZHBK>^;Lw@koV53mIBxo=race$DKD$!ggZ7voPzIP!`{
z%vl_BdUNMQb|;s;jvkMjVuE}h=rxE0&)>tJ*c$aKP}5P?mA%QpY2&|G&3~+kmUpI}
zxt6jZ`Omx12zKw+(&33Y3~%>vSyul&7}~*{6}C|Ca<b^ZEuj%tU**~7SXSM)XS-O{
z-YdD@P~jREr*>&#!*p}b#?-^VOD#4k_J-Olb4@>ARom&^^KVaK)7+T;`h-s$HF*cq
zYa?}MPjQn~Y%#HQO?-d&!>pnloz_lfqZMps^OuN9Ut<j9Zu_(S?71-MnRaV!&vvnV
z)ss=Xzw_0elm=njD+R3y%M_14kUH3-FlFMKxF*S?t`*^y`wJWYa6RSeQ$D;~yEAaw
z^kwtd!w;>};Ve44@V?yf992HAkH3WlZY7j#`OK};k@~1w%_H>E-E;MfH4lF8IwsOy
zp+4_eIWxEK-Tmc%`BT4tuBhhX+QVZqAtzK#R7>LK)m1*eor)o^@2&FrYkF5R@z=za
zr$Rnfg{p;4o;f4x*Su9{rtUiZHNNh}v&35=QzO^c?f5yV`^qXV=lj7^Jwu(p761F^
zcc?Kxi1j<~Y9re~t@me^PhI7swBT>@(kByVW=yz$#P7fDEzccKnHQ%Ro-*I0eI+b4
zC@J_*&H8!wKHOV%W|^2&&o)W>_@(!BcRu^mVR|h1@O$P&pSYH}K~mjouIpROy|}v5
z@b2<{q1V;EveP>SPruUHbkh6XR+i*7Z<9M%JkK<9*2M{}GIqFgxH^j6_v=r-(7lIM
zR-QQ9zwAhoYTH~D<+JNz)lZsCvz_|;hNqI#41vQNl%i*<C`_zloy?-{84$52brK8f
zr^_7o>^;3qpFewh;JBR6^NW@r8;h%cz2E*}qp;T_MvIx#H5+~j<sDhPeZ}O*$;<x=
z6waRe<3@G9f3(X7KfAIjwdB*KD#fCk_bC{)*1QS&SI913{rrNQuuQd<e04Bi|Jx5Y
zK0Vxc^5y?k$IW)_eS81w4UOe5*MGU8*Y&?MqH+SKzrp{P50dB0asIf`Eq%{DYN!3&
z{=Lr@{<*pKPAT81H<iB1r?nT<Jpa(LMOnW3^0!xkd;1P<J?$sarNnl<!T3oa+w}ko
z|F*_^R|IzODH&@X(Awwrz^eXo^MR{*>m&2-?fhu&X1lIozS{$@zRu1~%jY{kSoQL+
zeanHZFBzWyl+Ar!pUJl=Cf}I*x5***+dny8S?%5Qw&wEJD4wD>5ABor=WqSvfB*1S
zHs9|Bt`RfZ4!wQ&D(ue2_G<h8HxB<_X1hn<xS*inID5q${trJG`U`dXO6LEW-gMm7
z#J7HjMEgvJ-oXB&7An4uGWNQYHn_{Y6Xdi$`R3L!+q;jqW_GshE%#RW%O+HI|Ejj`
z#0}oD2emzKu&S`N%go8TY9$xuci>%O$G$&{-vt;NUwJRDb}8bULL$FWK1<|+pcwZ<
zaht3Qm^rIm48IF-RzC<>J|m|&B6rQ}GIjQ9X$i&BvgQe5mN$MnzJK|lzO}hFs^9R|
z#&ZYneW=^B!7%S(!uga?y`l}}adWiPjJ*1bH<bU}EcZ59Icv9jc=&`PYH1v`p6&<r
z3>T*EE1mn`y2g#aM*Mf@%~0B{bcS<kYhj?|Jg!-vJ5KE2Xys0FDhj?C)YJB@%6gHG
z2&a)j_l9$2F<~m|3ajJS@=h|(+VvuG<-2VSS(Co&tSGF_4UJl!U~U)Ua8U2&zN6Ls
z?+*Xcy|1wNiDGs6j8{!();yBAt<%3Z^Wmv8nb9jXYjyrA7#@sE3Z3yrYSo_V#Cy}u
z@G}SMCOD@oa1l2Wd&*?Ideym$XRkRt(Yx{E<t{ZNtKX+~Iy%0Z_Ws`W&+EgK9nLdu
zTF5c6;IjHQ;kQl2>?Rt|cP6xOrCiQ2({+13`S*<ZJFe%<@R%iVGHzm}%I?n^NgR2}
zm%Af(wWO4PanrR}!IdqwOaGbi;S3Y&OWYg8+$MeNbYq{!?58-@>4nnn+jC^6#HP)7
zRHhOAb?-yoo+|=}-Osmg%G_Tgaq64LgoQ%)mrSz?^j`a?#zM;0c3!Vrca&G)!IG*l
z6Dj-mwih!Vb#pJi$U2w7UncX$dL>Dh72%66#%&Vl-M8t=rP`i|QU>vvJ@t7{w`)q>
zt!T;iHC{SH*KNMg!-anrT|E5d<gD{YKY4tgQ!=&7oik{jPe-Wmk1Y1-Z~lLX*5qjT
z_$J}1(6Kh9J?~#EY~yW-aLhTK@n+Ip*~?0bVJ?*-Hc{6Y_q!ckTp_>zR$hqBG7aw~
zT$;?U{WOle-0pK!c+=+@0Uh%d+_XD$E-TIXc6t6T4o)R|v4<Nu{_k@Aan<8d^OSY6
z&z*L)Td#TLv(~1CLpIEJ<ErJ$oC@mq$<&ldh_QUS+8o9H{rczUG2K_Ab0@Znt!}Yd
zvcj`XTjK3YSAi?(757DZJ~iLFoMd`JymHM^t;@Hc+sxl3c(4D~oAWn<n0-yUrq4W4
zCsBJ)jjjLC@8o}822yfu-}ALSqh4M4u|!L?{?%uXy$cr4SnsJNHFbiPYVTB6$;&Z2
zMV{<uYxP$5E>~r*;%WQMGKXjVboW<`XTL{^E`Pfxt|INioz6>&6R&6U#FxCum>{R6
z$dvHeRMqA2kFTz)>Pu&H7wnYZb^2<Z$iJtt>%M;b!GHJZv7bNf%XS`5N~~cMfBwt&
znaJg^vZL__^<$-{w95Le%FADQ_-(~Z(a@TJV(F6#pEfV#6Q5i<bJ3?iW!#>s@1y5O
zxAk|g5qWs)-@5N&54{%W%YwJ^T@g3YJJUKTT7J3yl$O?)!LH1iLZ1>_?A9Dy%GS7i
zwds!SLdl2z%rKRDvnsJlll6f7eTUUHZ#u43F#O3We10I-&-|HX)O|g_$vu9v+OOqY
z7hEo&zgWTaQ_5ty>6?|md(AM3lr~++A}yp=dxH6}>f{qGTb(w&x@Eg6bmDAbHO;^5
z(vwtA^j*2WVs7xn9qg-ao+xh#S+(l#CHAZQ3})rZzxK1``1Q9RNDG+m5%K(_&|mh%
zLkjHj@4fYf8)kSPc-H6g|2xC%y2ZBA4~-koUSpj6tnwdU!slesCf{GRC%Rv4-p^4f
z=p8y?`b9<wb%hTm8V6pe{W$Lyx94T_30=*E=$A7!Vx8kwnB+5m61t+Z@F-Jqo%W|i
z#iiy?mafv5S|Q3(GU?q`X{AL$)!b)I?|eApzG8mORGVeF9~1BFVV+f!u)p`7Bhws)
zgZ6&=?jI}Zw$GpA%loD0U;EqbigA<t@8ol?Ex73&cUApF*}@u`U}i428(*?I=j+|Q
zliz&bPGZT~$(yf!2;c56^q$LSqr*Mx3v0v7IvV}=Om#TJta81vdtcndgUcq~T_)%#
zxj1-1S#yGjN>ItBTSnHtF=smXcD(pod2gW|H<vhf?a@V>mnWI>-(PTn?TnC`q_yNT
zL&^7H$8{&2+_3e@M+WhkYaX6zG?+fysZ=^<jm48St-2{frF-(@^{yLlz0H+v5*FDh
z(6&jv$!uCl*5_9NO#yAWR~S1}K7DImr?|0^?eCP!{f^I%eo0oSc=Jht`KsC6P_=Ho
zgkLWtY=70Pza=kWa)iyya*GFt7}vrzdOLD2{A3jucaAL7(eNo^H-2hr8@DP+XVP9S
zsjnOVZJnh3(<rLw>ITy(Tx<EiTE5rZDHQrDHZ8iSbnk(#?3I51<4%e$RG;m&?n+_C
ztE2JU+upTJy&cxH#<z6x_gUGRYgTJ9ch>Nn+>?LcY*Samf}fL5FOz=uS2cEV_QO;C
zuDira^QU}u4iA5ysvaD<s9j8N)g8C%i;QdUX>ut){Pylfl7iBy<uMx468+A{1ldnB
z#d?3q2JewF3N*cYOT#7O@1b_(4Oi`Kj1o1z`@38hGTcAK;GzlZ5$2TzqBAF&u6Vxp
ztKj9WC3%N`Nu4#_C3dv4mYLmHZ02N!b(gpD{5z0-dFzUKu?w?3^_E<*V%F|5Iw&#g
z%ftoWk6XoiuTa>a_ChM2dnxns>Yq_|CjXy*o<4tS;s+V`ztdABeym_?cN4#GL-}w*
zb=yH%o%_F2B=(%qecj^nU1N>gLmSC;qG9L5OIojL?F);LJ=u5YmBAL<PCxg=t=3=O
zYp+>XWopZ}{Bwa7|MJhCe(B<8w#7dv`BwAbVac=ohhFZ<__uRwLbO~`dz!d$-uJ5V
zBNZk0IaC^t?%H`bd!A~?n(lx-h8b_APA*`5<K>^A|FYpp;=;|@8a2ND4_4*d@0PU5
zo%Ci#Sb@)^_p?--wM!1?evVi_L*a?UGgnTlV5Y_H@q09?CP#)mW_!DIqQ|?0bEzxy
zcr_+5gdI!&=6fjc%5UA3T(|8P#=F0{pZF`4Y0;&F(mJ}qjeLp!{vBv7&R%r1_^H}y
zrOn}w8!Pw8%&cnmJ@nRE`>Ns#i+9mE8n@H)4oQ93sggJ;o9|MmMe(LZJYsilyK)G7
z9$IOq)u+lb;p^kjlnX8Ex9XKlP*9h&aG6%Jw=Jp4M&zXImzZ^z6ZQxmaPy7ofAm~#
z@zZ6F(O2)@I8%FG{`s*pMtq{yyBpj1);uZcm7bg+Ab+*5&h>_;aE0fIUd>`@$qrYO
z+^ohE2Xq-#|IK>w<^J0{Gn6j<&inbHG;H06;~OWP`Yo$i^J#mcYSgKm7{$^b<%hji
z^yNs0ZMx^blylF4Ew`+nE{*V<`}aD>gA?~#r*7!mb<h8)c%tgu{qOsacpZ85@A!sE
zR{gu4e&=_6@58cqa(U#WSLt0#vzlEu71Xjm5(&{%TjOa`CfoWaC?@-k>vHAX=QRx1
zyfY;4>lA<XkSS_vWIkjOuCME&mb|w4=Gk-6-|iJ%cz(#R<;R>eB1@#0)y-Wb4>klT
zO{}t;aLd{vdgb?Xv;S}%3S72kvtq$R9;e8l^nf;vDZg3vnls&6HA7JKMXE$!lV<9)
zhf;gWj_y4w{&Y^xsaGnop7pMx6E$;NWcNFi&(GO4t;J6Ga@dj`GLfl)V%c0#Yt?jS
zUu#XD_V>ZjV`tR;Kg9iC@o$Ci+=i!m_7SsRrKWF=Op{bMWmV!|(cQ*)DM9J*70<0^
zmSzcy)Cxt`n3p+m?OfKY^=_}BK<>k9eTVnnTr8@2Cc<mZrYTH^*1oPb=8NTKaordq
zAjnbm^1(vo3lju0*i1I?o<GJD^4;-_!`=xYr)GsKUDGmP)|@rpd4Z?<I~mFLX<jm|
z`<^kX+cZD^?zpYAc4vmM<2L@_Hr5B9EZ*<G^6zY5n_!D%RM*;=rH9t8QSI&2n<FK<
z*j#JP<*xQ?2VWjpoUn#-@9&$tuFq7M(ouBu%{j*ZEbl~_WLI&Nua3OsFmu+qFM1ce
z)5`TqG_3Z&xxH&y^cSC(^Oi-wSj5@3t|ql|gA((9mN~~8<9a3UHqTn3!T9ao(`y+L
zYwI<fgoHTyy5DEGS$^PRPP18d!}9NUwzub4OqslWKV;?aW>h`)g-d;fC3_kF3Z>qZ
z%l-XRB3ANEs=0aW=7gRJ^^cyPS=Cdvo5$n5tY*&H$OMDVZ^|b$cemX=G`sas>)&uj
z{jF`G#gZ*<bJvJ%Q=V#ex9dyT%u=3Yp1{95FGg!T`yw!%=cVcj*L+UKnN2s_AJ5|1
z=lV2HDSr9FB>{6%XK!(0Zft2^Ic43JOjo_xU(MErM;_m{J#+6VtFSxLtd*9>VmJgf
zoNC@D$-bWZGqp*0+F}js?U%SXdv=_&dUiP3Nba`h@lCJ%ww`(t<0RSLs+{U7kSDod
zv$t>5&&YQv)~lo+$W)j7){%S4DRZ>z@Z9w`?Nr&emHuwok)bl%&u+irrON`wjUI2l
zy=>gRS#!?)UA0OP;w5c2_SLGDd<j^!^q6yksJp<XoA%ZDee>3Cc^S5ZdsD&xH9O1?
z8-MeU+cx{#`OGItGkJbze>)#^q_Z~E=GyYj`p1&l%lk!GuItLB?w3{+;oe-PD7Tt3
zK+wf?#WCHF5v^$@a|0#!e|);`Sn}rj((3Q($CF=9x3~4GkUzEP%)GjE8?*IwJG26{
z7jD}n)_+uUNrBqY3G+nzziQ6v_;p9HpVz1=NTPq~HK&-9+a&tGK6tpTLg%1Bz0(?l
zqaPz)9o#3;|5nnb`|-wkt@aDMMNc}hCO+OM@`)>OM?*`==4bEkxAUL9|JS+ZtYd@G
z-{zXLTR%_q`+xV$b)C4Nh=RC;?^Bh-YnPw1-LUad9Y=ie-EHsXB@W+^KY6q6wcVu6
z{ZDcP<WAmHS@h)1|9k)Jmo6}0fq8V01(8Pw85x=w8*<s%aTS*or6%TbRm^!?>sj{1
z=FF3QeiOwP$g2ikHvGl&HSYWV6Hz7i>o0B#R$}UyP_*sz*VMI}4oPVW9T8xdwSDK=
z_y76+-kxAzKV|#NFN>>Zce%eh*nWS%){Oh7w#dvs-Sp(^55?*ye~<kC`E`H&-}UkT
zzlU#5npt<neyj8UFgv|la=+>#F5a)Nd-`_r|NH+1>;Hb%HqC#$q2csod07j7wrj_y
zJt+ER9m3`K_Q}HU=6+wT$`ZC2=0-KK*_1n;j=sK*KlotX-uZVAFZfmT_tye>ah8&Z
z<BWb`H;TToUu&8DM&WDY{r6D^e?8XNcj;qo(GsiqLBFrf@B7P~pOdj^VfOu7LWXnJ
z@X0+=-@wmlo?me0Rq$hT^A+cKn$zk^E4+?e+b;ON_HCBr=ji+AKilkGKkegZWAp9n
z#6DIX&)t&!Jy1HXHJ8Wo;QJc^5}Vh*n08iX{uQz1huKQ4{5E}Uc(-<K`?}31H&~g-
zFAtZnf3;;DfAywRRkONUJ@NIEUlbcmH_yNSN#xktTJ4z&o~Grg?B1To(R^($Z{ZZ}
zlByX`CEpyd>fXJ5pWgn|Ew8HQA1lcDd-;aKmHkV1W$*YJrQgyVaB!D#ZPQMHi1*F?
zx(hZw4Nnuf@85GM<Vt~W>9T9Jrq4yAo+UQsUbG9|`1Qutx(Mx{{XdsCyu8L4Y`%F<
zpPcSotG{<XH$`j<Up?K^;^?kv8y6n<F!k3gwRy&CQ)4RfZocPCjkeyf@P<U3y3X_M
z`zohT{rvFn<9)sINyWRuBWBgCdE64fX}zR6(WZdwyT=NPDV{xHbMLK?Rf+ld`ozO4
zG4>N?cc`gxpLmd(wN%OMQPZiuwSv}H^g>=mONGt<^thyD`qa5xKD#ox`sd8qAk1wy
zbHOHWrE3cxsNG1k-v8)j^N!ykW`^~<cqhL#VEr~}BkzsOmrw8VUq4cN+<wo&ufN=7
zE@<i85t()SNAH~~y$z|ibCh*&BrY>k+hDY-LV3=m+6KSHGn-Fr*6f~j<U|uoV31`1
z$64n4(_MAFns;p3e0fswkJroHa^#oA{pxq$z2dVK?`0FV3D%*0k0&Nii8N^Q+xwEu
zs-UC1aE6FLMklB5k<6H4>3!jcY(GSuv@d=CsqTk~*87QnUiIwIKe+w;*UH4cD~Hu~
z9TNHXr84Qtoxc4yT-Hq2-}d~;SBcwe7}v-z(i80EUELSD-(#=qU!ztLp*!&vnYDKm
zR>^D#`uywA#l0Wu3?qJi-H>U!hI?1UREPQMevaL?|Crj{#X}A_`SHoPGrXR$(f(-S
z*Q=+sRJvZ)e=OeQ%_eK`b!*>?DJLIFt@u1y@<W~FZ9Q$RoZuf7YTH_Be$9|iNpJRN
zoVrj^s(r;blkJg*iqq>B|IGan@%Zl9Q+E%<&C6OeaXX{>%(vzlhR-T2XB_c6F>A&f
zkJTFz51*~LpZbueqQtG_Vqf!V_TWp~?)XWZSXTX1GvVBpqE~_DAJ!|rYEVyYkQe#d
z{ne7oXQkr`B`5K1?CW-Wwa)SD*_}DH=;G(6s((M-e*bdEUES5s`>)5j7a88rudYuo
zT%43{o!%LL$<pbVwD^q=X7xK}%_@Jrvhw#2Q@-uG1_3Uw7#8M6@&+$FvEa!{p;Kqv
zmQR`J#4DX%Bt84(%Hj{_m%Mtq#X9_ir_*zj*n8RBIl0R5>J|I#T5j%R()!TW!8O-%
z6=NFT0~uCjM)n*f&xg}W*(T>Q1s=XOe-q=8it7Gcez{MUd{!P>e+2mS-ss$NdA+^i
z>7$GD<PN4~>&M6)m435%!^Qxy*={|TZm`_H@o9U+^<UHYjjm@m2`W3p<euB7u>V`z
z*}#A#p*1{`&-=sOru6Eq;}0;oU>(BxM=!;{Gb7Y)*R%yXY(Jz5Z$5o`*mS;{`)57<
z<L{nXgh^lf^l|#+7iN)yru%QZ-gqfI?NIxw$=CcPrpOnCs)xO9y;^Bi$u(Qc=?Pzv
zUvoE~%ZZ->w+s>sYQ-dq7@qI2sp_-*VrR9{=d@hfe?JA^SvlWo3Z8`Mhv&9iuCvrl
z|7g0ZzN$msddKeDntWnsZg$0P4{_UkuD;=woUP*ZmG7D($|adt{jc5OwmlI#t6JLq
zp|<IFMXe|I*X;bh#WnlvUY9r7rr-7a=W}n){HOQ+dcY&mN4Jg&&;6dw5jVU3;&0a7
zQ)Aye{aaPJ|B6ulvGXr)mXv>XDA1R>_T6LqB<F9L3PyD$ipegLBJI9X9L0?;F;;Aw
z&z_#@y=OwABmaquzZi1M=d(>Z`?H{pO-PfG!;*J_-fQU$h11Ghu8igTHpQ(wY8Z1(
z@REa;aZ1mviUo}>MJHH$`i)Hl4!*l!B5?4hMrF0goVb|w?wZZdGZjML=xTf@ztvD7
z#o@hD?bmvT4;Io2^FE45aj<<X(>Z-ujdzK%{e`<G6TW+gxj*~MbNSS=l}7RhXVz->
zC(ST>CS$@~(8tE(;N@1;wsOH_GhN544@&ErGuZAQH;8qcF>z7y^XHPw(v%brPl;f9
znb-ExXW29b5t(fg%T7D1KMPbpZxDO2m?yaE{pxV<|JO|3uU=YzBui5#e%0B#ZtW9q
zpLS4H4_%<{<j%h=NcI$0*vELERma}G40e`jzIY<OwZ5iL-)rSlvHCj3@+B>=Kl0xR
zXbgz(@8O;tKJj+cg=)LChaH`mN^3SoE?niHmOZ!QT)&2jU{%6ng;-n5<(Ikp_&4O-
z?5q7~mA5g+TO#^G{pVkYCS5o5`M5zndYf*)azl9Zw!J??SEovUzu8rB+U(u!1hx0k
z+iF|pCEe`1Sao2=%gMU8lbrr8e`o)3!}Wi~O?fx!A6=Fd`8NNTo&VkXQy&f}+|QeH
zjs52t-yD<bK40bVJ8Rs;X9r)C)t(adbxLG_YR4Oa=QkE!+te!ZF8fr~-K1|#Pj*b1
z6J@{cVVeP;#exN|7U!-$7HJc;jj?^g#U?q~j>O|t`xv@6U)A<-^Wl$MWw&NO^Q3dt
z;<>NN90il#9b{N#)Tgjy?t}9Bm_Hlz^WVDv`H<YbLg&El$L-uJ%6osz^gA52RoHuZ
zgr8%PN2^1EVU^^QciHStYtAgl`_RAWZZ1b;%POY_t_<w+bl2Hs?9nKnTae#$*r;)C
zns?66$12T#h1u=CFZg{vHja<~%<D$gQ@tn8|L(YDBy}UETsl#7{Tk2Dcg~#CSTR}h
z%V(J_Tdl%hnK#}{zU{`EsMPDY^6ZiyathL6E4NJ1yO`{<FV26${;F^5=cvbUthjgZ
z+|!zuNzJCM`cI6XD1Yy0t|(7GQSO|)ao#sWxBOiu^L?L`t1k>#dS=TM5uqn%BQ`j{
z4WDVI|KwV*sINP#Qi@b^%OTdzXM5N!b3dQid9kwSYy0|7`{n(_GjB!P+w^L!n#JpU
zXx_ox3nddgHWn=rx#M)!BXo*bkb825!K|1SebaU<P1wM~zl38EpH^4T=hF+;7Hhg_
z{yFCNoHgJ6W2#(2O8;N4-Mg;$UG)3;O0gqOxAg??8mkM7SWlT0sK<3}UbZT<<5mvO
z!#Ry}#DW724SBPg6nH;MS38w8RbKc~?<a8lhVe}Yy&uQ>Sidyic(rbV?mw0~lWM00
zi4g^>CtUu_^W;T*aLw+&djceGIGtPmy<O7f6l0UwhGtgB>%V!H8B0dji!n!^;S7?k
z<e0YN`1b?N-4lY}Rx2p`1TwC=zvO$#F|!%0m&&aF9Wszl4f-N;>s9K;S@VACJGnX^
zouE8JKJTa*&sL{J_Ze$LJ~XZuY7GAUEz$YhQ$dw0TJKMA9a`{ELg9Jlj?R`_lf|D{
zs$BUSW!Bf^)IVpP(!!`~mwi=2>Mk6rVn}f0a(&gJw(wf%GmjNl5B#kXS~b-sqCIPJ
zi<Qfb${lj<PH&HI-)SkTC3V}{lxN~AL-*Z_6Wc#8pE6^yq0)}4a|A!U>|H;9=dzCu
zo--_T4@ibIz3i|ud9&!~nxtb5k3-UJBc9~mbGX2HDrM1Q{WB`F4rxjpm2EA%wP8K~
z)#oejsmyQNyvTKexq#1%XVV@ZUKMj=NoNk{qcwbQ*_?ANSEO8*J!3tyR8;JkNus>)
z(M_y8xqsd5eUpC8tS+4qD3F-OlNKrJE6{rO=KX2Td&0R|6K#4uKkJG7+Wsz9!{=`>
z*QWrXnZ;@;VY&yiZ(ayL{rvOqZ}z)?Oxvi?zq0E|M9Un`iO~<Ilvs$=n|@p(!u3gF
z&P&S;3jT|qZPY!<F7_nw<l~V1<NJR<-LGa_vPyy9eNNYR-`VTuT~;-mWVyQB{6~zV
z+@32MA+wi@JTY{<!}^-N_lh*vr!$G`E&kloIH7z;wb$Utk~D#-MH7@Kh3xoaF^}uh
znZTAmA6Izwsb0Ogcfp$D&Ys;lS9iNMvHLBVul(%EVUfA(kH<?#uY6l+y!YYSuNC)9
z51hYU_P)q|e%#LemO1Cj;*+>Pz6cVRo@a9?GPuP|Uvy6CO@k+P#f5frBle%Nt~wEN
zxaT*A<<3@ldofAR=%aI$<X`_ytUBt>uz}H?|Ls(UiJOm|TxRu<yN9`%EpgvpmA!Jw
zUs63*w4J(p*yW0y9Ghykm_g0cH8BY>|NUJ;ZzNZ}&9YMcQxmdJGF#<O-g#Eeh(u<y
z6IucxT8jVnA1`)Hb$RzaX2#vQQ>B`o?RaTiJ&(J*JY;Ry>A(9Q?A*Y3s*ttndf&No
zi&XzJoIkpS=b5va_QTKOX<q`>#WQ-cjAZKauQu*jv7`CAvuh|H&!ew4+><o4cEsOy
z6mPtt`^2EF_IF8M$z^%QFOf->c?L0-u{)0P&zme@eq!F0&POqFQ`rOM^=F@N-?6!M
z@x#R9E7y1iIk^0t`#_}A|5ZkW=<ck!65^jE<?J?v*Uf9^KcU=X$$wvoZU61V>WePT
zOur^7x35L(k@?Oa9Cr`o)K~8OkyrllY_luFz7t2qPqNL{+sCDOEhuo+g8w;d6qL%Y
z9o-&Z{98?YzV70-8YlY|&%XJ|zN^@^YUkeI_S^I87I&XtvFFII33WRa9P?K0%$+{n
zRCwOQN2|MY)9MfL>h1gQb@uINy?rZo=k5BjtC8=H{!ZPehrds`Gw=EK{(|>5c89X8
zg8%WYRSRACPU%d0?76>-xGPU8d|G!gtIOnF!cUvCS(lc6R=Urr?O3robN!#Yma9E4
zY*UWp(otFH{ws?0>xtOinF8~y3??o6AzG-t?&<qE%Wh8UtXzNh%9EEN{YiE4T4$eE
zY=8WC(hN)Mn{GVrGhf_jYSuMTeg3m}(=raea{oEYSt2KfEj$o#n`LJ~2-7K-nLi4T
z2q)Z}m*LK4TX_6jV&|5<YY!NkUH!@W^S~1$@qC$>X3?chn`d6#s*tkc5O;W!=d78>
zT)TM=vFzH^SJM4`Eo=E2MKALU0!J3^D!QCG>s*A}&(EH>K557mKPtJXV(c+_RYv%F
zvFVfaIS+98_^eBN@<CeiTFswlhh^$^yEGi+alRz;eaps{%Pu>3r1a#Hr8RcV3w+%%
z?<Gs-&Dtx*`~j2n93|D8SDkMYa=x>3g0GDm`-&5OKT4#&7FMkg;t1sZW3#!*kXz<R
zXz7a^I+`Xk11`9pUo8BYX{vza<@wKp4xN`g;kNQZ)*}ry>-9_AyS3MxT%dN`L^NsL
z#=f~3obNWo>gb+XqUaa?B;i_EMQzA)yXVcmUuQ*Ro?a64EmT)2vpO(BJ3Bc}W@Uu0
z=aRYAOC_^+U)-&7M>!^uRg2?!oh0K7B`0<3<89ZO3dJXWpEGf5qQKjPb3aPkCz%A!
zxP069fvV!YI~TsL_%^w~M`_pd4K^n)|C}yxOta-3?>-H6yUZvTp{<7|`*9Vkou3z*
zD&7;o5x{Ajd+OoN!^z>ir}%m_w=!`tYAJo~Oya&3+9X{nv@}v?TQJvU_Q2AK<;BHk
z3aecAXGr&Q{cX+pc8dA5%j58t8E4-Zin6K;7>WMZs@-I3YW4GidV8=~fbqTPuuzRD
zoO>^QIej|g<$-P4?q7>8|CGIY@`zQ+h1A8p2Se)$jwQuE*LwcXVnS9~$Jh5P_v)So
zGp@W7xN*|AqIiA@zT<n>^=2s^=bwAvK<_%I;5i@i^4EMn>eIv3`&LZk%vMW1=ALh+
zi6JpFyiSNqCWJaMrXI4nVBR&Mc>Rx#xdA&_wsdR~NLi^Nx&2Ueyv_6Vi`1f4e&S3y
zYWgNItf%3rf6Nsg-UD-QrORwPY`rQX&c*5LO%HF6Gv*!%Sw0o-<X9aYx`HBSl;|r~
zKYQ&`u`=fJ!Z7YV+nslvIOL~v^L(~V(}oEpov#<htq|sxsx>dZQXx^)<l>gHO>ujh
z3jb_5t2@*8?9G!nbwv4@nf#|vs~$V|Z^qFoC%WeroceQVrt#G8t6y(RO5<MZ?G+au
zJgq96;R=6rfW`G~Y+9QqFAbh}QRRiw18&J^x%9yDFpajv?Hy|#EM~sF;_HJ4$5mQ%
z??*4;-SDXBL+?V3FPyGy8K2~8ZXOZZ79rqy@nThhs>$olrAOooZ~wE|*i<aB#_B-B
z45cH*>~rFRcQk$X_hD?A_V=-XpmDKeNXH6;qYBCov^O3M)DPNJpZz14f3el}!h&ZD
z;+dKjM;){|df2E|Gy3C)>%ZKtzFX6salW>rxG%(5<iIx3PF}B~cSYaq^9qjFue-+o
zDyKaBw1?=<hLa90pC3Hw%y^VJ`H7Fy@!7Hx;(kph8NaVRuXCoY?K5YIwrL=5;I)Rp
z+2XT!r}lZwa(eIlKvb69sz93SdC<BGa!<DO%sVT(C%;uhb^C=gjhUA><Sph}Qn=SD
ztl`1q8;c%gdBiB>$46~cJT4>fM5s~qg6r-`6P02W4L4zFG0$64XIxl{a&p!*&JujC
zv2ne3TiAMGt81_S#=fvwBFgvQLnh0AQu36N(k-%k&9wHN+V|kZE;G?pE3C9W7-_^@
z2syngKG*pio4~{t+ZVUq-`krl`q*jljQgK{i%2YQ|M}|N&i7I>+LwRj)^E6RM5Ok}
z%I{0l!YfkV<<H7IxMUe)-jXI+vC6#-M=xJpI43D<fv|Rk!Hy}$)|>9#Klyg%Yo9qT
z5m`?XqGW87*A=mNU!8rimix-7TdSv41ibYqOS^aW(%RWNrx)$q?h|OzEOg!dMu_3J
z8`F*ZFRwYKIgK}T3;UFnr`Xr+xP9rbQiRuuBGnU|2M$#$3q-W7xZC<`ZK!RhGw1JW
z*IPOIG6%gEJ-F99<0J@Wl=~?4@!N%TpS=40&5>K$4iRt7+RrZi>=+oy^`lFxRB?@1
z=^hoHPp@lyj%4qse>$yf>A|`es^0!{cYjxp%JSSI_Wetxj-JyNM&acO=H@Osa#<2L
zgI9iMyZUe8w$xj9@BW+MdEk9o63g_2t=%X2!)Gj7D<5OCz2(Y`PDSYi?WlLwKMekU
z%493x4BA=h_rdZ<!%fwti*uK(n|1T=hF@3hjsCwY+~|EayZSn>*7k@kw_o4TzQg>2
z<5-29!p_vG@yaUO-z3P3%PP*j$#?g7Lr%|!SsRVIM2hxUtISGS<|bc%^WcnHqbMWA
z%qXU!NwWi6t}T~c+pPS?tmoDQ<&a*lJJO$Dmj5j*sr9e&Hf_&{`Eo#u<+A+Dg>m{<
zU3ia7T_~}_g0*k&+}L(6Cs&@$ol-mQaPg{4SQmS``D@bu-6vj5U-H(nJ=V(Ktv~hw
zFIUPJ%U@paloy|OWWL3r(mBoajhrXH!s5y2u1EiS`RkbN&kcUg&PSEF+VAe`=#jJi
zn%UhG=Xxgi<coc$E*_tor@DClP2T+zdgCT$-+WQ%zHf4`-?n?-H(t!$WIM4}k7@O+
z-ndr>YLuntYUD)s6dkk>3@~0%te?F2`I*H_ZoIe}zU{o*{fG1Z3z+RXdx(9*#q--=
z{i-svlAfS%R<-B1XikZA|NDf+(ntT?%qa=wd&6Z`WwQRV_{NLMT~SxB=9DzdJMAWa
zG;Xe5>f+?x8+Eok-E!K^e-WFEmbJx?SntP9rVMv>`Y&7T|Ni=W|GhifU#{)>Z1Z$^
zN!_h)^I6<an;q86y^(%sl6O<fx;k0Cj-FdG*^i$+6!V!>symCrbW^?(*JjNOZ_mpI
zQg>|WWb<Bj=U(&kVvf2$60(97@oY0A`K98yt!h&3kEB@`ELLu^`g1PPXOH{p#%y2B
zBW8LPi#7Ir`||LC{8r}2S6NCvTyb5+q@%HCQ$lJ<T&VtmqF?iQ_3Rv@b1qrEymozZ
zSdq%fol~3G`)vLnpJwNAE8Cz&De{J*C(rI%d3Tt??<`k|46@93WS74hGw(&k(grzy
zrA0MdFIa06O15!lODt4cwoJkMy~V>lXU~iMTV_~)W5M}b&GV<e5}9rN_*GF$_okQb
zUP-%tMsqW3JDzH3NH9(|DOCKjB~;pWTCmdzJ#oc!jTF8pOV;)y_aAOw|4#FZ4Wnh=
zMOI7p&T`)E+b()_$F35%^yx&|EyEouXSZ-ZJ*Cven68!Z%q&lDOGm)T=l~1z&$Y()
zua`bsTDAALY@=*+qN6n*Z>QAmgVtI?*S~+dT4lI#LWR|n0!xiNj_;{<O{=cm{HS+)
zfs@ihf%3$oPIp}HZ0<^6-nZ-14Cafy$2@{wCfF5ju5Qt=x>He<H+Amm$#Su>H-zR}
z6$@Pp3wvqg=K1{Dg<}F|8)TjC{yq4zUt`)u$M;Vb9GA*}A+va0Wc1lh>~_<=nC3lS
zFx_W*_k_>g9QBfR#jR4BugWc7D6us3z0%BkvFO3mV#^m_)oxFSo@M)6sw!-&{87jC
zr&m-3?YPUb{8^!56LZMohZ4#jch5X({C&WA${Oxjza#moT35s*CM=I}uweiHBUt0b
zo)wYv_e4GO$*<i%Wnq;K>)$dvpGzVoi>j*Z_mu5ivA@oe^{<iCPP+gVZ?_k>-rJQg
zm)?4Q!Gic-r+=rnE_-Y7LR;)bmiC_0j{beD_qhMQDAf6~MB@2NFR7}pTIpda`y1Nw
z+S-mjJ@KOOvuUiqv-pd1Uv@_xIXih{<m~pXr_X*({humlb(7~tK<|Qtn}N5&Oy%<*
zE}Z_>_Fm5BxeI>q9sKj*{D%wEpF5RWw!PuopStn+>WUX;`B(l_iSX||>$`U1&x`e+
z`?~%lO}1jTHE=xV_Ier1PD>x>`&!42{AQi-Ij3`-Q1yh(uUNGc_;>v}%)eslJ|TgB
z&sbO-AN#InX{l&@>ONaNIcnao9)I)ga!Qg-A}klV&a*|b?aoO$B5Uw-uF-L3;ZOW4
zLZU7mJ!@9;+nMkCw~xWa$FDG-bXGpaB0FJKZJ_PKf_GLH1q&R%26AvcpTr$pEU;^K
z&aQ2e;ekK1QXa_L{e9ibQ?j;mVGDEUtP@RtmP<));r;TbqO>7c_JP962E*%&>!j50
z-)8hPS?-cpSIcg}*>vciFYkl48pda0u~nuGyM45_Tz+Zx^y<7HSLapO&fWKTwe81V
z$=UL+S4-KSo%>IwOv3om)})m6Cv-k*riE&S?&Q6s%{I+)>xLa3S*+8wW$GP&Ej^_0
z$ckNEOPn<=u)2U%=JnAVf+tQHKmT9z?w(=9reJmn=dUtsrFYYIZ<sEkrPK77BSCia
zy*cZ-R<Gx)+~|B^qvF|;XT56zN<()@tUkw?wfKvmm4okA72{`*#9f`8o|!2uoPPLA
zr=@`BC-d32r&VZfYyEd&$(#NAop0QqHs!AC`UkbLhyMLq@<#uqz_n?d*;8wHye``>
zRmr?8v?S<j%OVBIq-F^%n+^TS{3Qlc)zn}2$Hh##@`u;h`aYZ4nsVLqht7GwEp%7^
z&U)e4&hUVf)7mF|b#M2Xu&9|cOZdFBX8OUV^qGg}Ma_J2{Ac5aS3A8{^8U*6z4R*S
z1yfN$jlpNDE00g~6s7%%HT9gH9^SISF5-H8+~h59fBTzVxN}#xwCvoC-a~Tp;wFbI
z{W@2@<><|+>oN+I_+ru;pM=d<PJHiZ{>!edChP63JsgQG%}pPbT5LD!W&RR!im>L%
zmlw*@(|3x9Y5#U~orcdZrIx)Mi8J|YnG|!*)br|R+?^Hj@!9@%ahDqp?N4!cY0UDu
zqWn_2!ZA2~XZ&|DHPLFFlT{O^_d4mn6}=`f>&J12*ti*AoZdWMw5#pqszY}oW=t{i
zy?Zw{F-R!=hu1y>P1Sez!e@MGs#?4}P(0LQ{}O}D>v>A8+b>3QP40VmW$~)8s_?|1
zbxvK|_Zprt{ht4qePjMVM!OGBm0n77P5yQz=VR!MEq#ZN+I^VxGFI*l^ZV95ZSKk6
z0y%fwXSX}QZOXfEjqjJbnCm*86W=>sXfJQ=RQ{NyF7|iW@420RvNCt)yl2e!eLK^t
zCVF+=D{nMD`~4}?ekJu^R^mHOb?&>&dhcoC)4IPL;y>K{wiGq4o_wZczmoc`C5Ko8
zb}aB{xc4omej)ds?5M|jdu|o&y;byga_-JuX*RvrK4hI1y}qD!LwNK$?>+aO7XR42
z=l=hY=yl%}Bd1RMeR<(_)`@Kef~JS>y}q|(#*I_ERb{0Pgzk!GY2}WaeQA!KZ@XUW
zxxMcWf4`>xW%VIBXOq`|-<2g>ZRwhDNAlZ(E6+<pt-d(ydtl5O?pk>J^WPgvRp~dH
z7fGJ?XwPdp#3%eYFtLB#YN-><t1h@LeYxV)lSS?ux~Fwae*M5>^|snaf8sfpb$@E{
zFJF0&Daf8>$=unGcX{;l_3Z2E6j{TWl08>f_~vhcUWscrHP(ExYTR*cN6wBjnrUw)
ztl+<|seO27+UxpNzZir&xt}^c{i3$RhVMdXOZHl^E{;c8>mPWihPr!oNF<)T%Kn(&
ze3GW=y<O8qf|cSd^VZ93zx>kP<oMY~JL-M=qQm`umt3|@s-4)$^LlmXzikixF2BIG
zB&XEm_MMX!w_aB$u}&~~B@&V)oogMk^{3+IGrpR;e_vcYlgB8wOg_Zm&YR-~lBF3d
zu813jxJciXI9C`G+jCAg@0r4b750^d$F=Uw?%r*c>sz05z0!3nx0Gbi!AtCce<$Q^
zSUoK|pX<qu`>De3Z|$8V!JPJTYG+zzv)%LHx0T+4Oj2TOYSmW3XVp%}@Gni$Jh^ku
zn_p!b|FRx=&a-GPSf?HsDzakXgJ(9sb}ZkKxa;WU?T_9u*>!(iYf~#w9)2U_$V)RH
zHI8nLsUmX{(w0p+)5IuzRq@WO(#f7BcfBK4AJX$ToA`f@#qAs;|CxprOP%5(Q+T_l
z39b9ilG*y^h_I7wL_t}C>7fk&((hCMWqvby{*~S8MA47e%afG1t+1C{x?|TRue;n_
zxAe;Wz20mr<qNi%u-Lf6@~468^Sd9zFFo~-h!wc{aJ|@{#i9o9?9=^zZ#Z=IUg3s@
z%zo3UW?ptq`*u#+!su$=?3uMHUyb#!+tis>)&2XwO<gkOsM*HQty#78+ip+J(VCU=
zcvGj%(WJ1SC)<>-H@{jODDD6GhvLmM`-0q^&UTh4zV7o|WBT!Q$6f0^L9%MM|9Gw`
zTxhU9URitUUGL}x4~`Vx=xd&MecgqH8%1y3yUA4WGxPmppKsm)(S{}!zh?xe-CfAF
zxc1o3my;fxQ4c())w)bd^|-TZ|EwjqKdCKaP|ce$X9n+!d3*l-d?A%KLp7|^S5??#
zo6V#}SHz=&Oj8~$;-6}kGA&5A^4d{ZSM|5a$qTpwqZ6+?w_E$kFdngrbLhUqEU2{K
zZG&ue-P2!nM_ez=Zn!bkdRf?uCG1bl)?Qv&_h8!G89vUUxgVO;ZMHcaV(Rb{-(-1h
zYtPC(YA@|?thIP)Ui73?WYeA{&9AKzD?f>uzdfz{yXf@4g6(T~FWi4Tt@gTu-5r<9
zU${(8H63BG+{o~8m7K^qi6d34QlGUi?BF|mC2HNfyH{7VGgMt(#wculYTJ=>X^9M$
zvEc^$jx1X*nKI+o2|nE~M>=@}oj$bq)L(Dgy6r%+=zjm?oo|}VHpCcMiB8LZ^P;$m
zQEWTw2KJ>^oBjq|*4uFMx~P-P-Fxi^wY+}$oWHpG;C7c-xwM2|>raHqE@7@t2sd{+
zd*J!CQ2U1F3Jn(Do6hpjuT7V4V7_`Recgo)HK7I14)nzcUG{Q&|5=VH>v7MN*Qphy
zpLnlmizH4vV)ANttw?j~ymQ}AuILTwVY}ulvzPVqFB>MUL&Db#GP&<wF10-uc>SoY
zf$z3;<_Ahos8?M!+0=dR6VIM=ZzDZhnmjjj%TDM`Gq4L1f98CMHC01RXtv9H*3@_r
z-|iHrXR?cCPue?2?^ti2pVlVjJF(|p&tG{XLntKX;nI5n8Rs-C%~<M1UfATN2rL%}
zQS^5IdEsvB9lh1FYy&)Xj|zUg&(mCB$>sX}r0ngyz3JyAk0>Q?zw?4y;-32ZidVh{
zzN@c(Vvb=v_w>eP7mMdy8AqGezF=L)@X0!FH`A@EpV~2uwO4k`S(?3n-YYJL^!Ls&
zjDc5gpKy<=i+RDdfTd^uNl}9<cUR5#dv@imY`(gb{M|hX2f2RQa>p*xNQ^zxkZ|>S
zV(8fw@w;bu9c(?UJ?XXY&J|BSis$=Y;9;3(<fnA5&#LCi`8<!4`enxg{wRw|U!2y?
zallGu@7`&LUI~1ic4=Qiz@#J%Imho6{&ka;lTJsaPG0$3>rTa1mVfgPt;}l8^wbFU
z{nPd1ZQ$2gjsmk*2TYJ#IP<UAwk56#tm6AlIy;s+AGB<XoM~{Vp)$4j!(<h`*7r|b
z61Pi6O(;Do(ehn2c(cJ#rwvmsJXTHe?DY2A@w>}G@!hjfVMAT7fWS+=y_2p*9QmTB
z<L{|*_Q#cP52j43{IE4=kxk$U1~dPuva2$k#ceEGi@uueN($xnH_doZWV$ZXxu;+B
zc2Dx2cN?y5Q4}&X5D2<lwyd)~NF&X<Ryv@(J&5<}s@rdG3vBi()L>kbzqHDPfo;;n
z-6lu$qh9QO{D{3=M#y^B2U`OJU)7I%`w9;qxv#ja`(gTyD~1hhyK?RbJkQ>BRoF=P
z()zzwy6jrKtna^BJNNJ|E2|CrZin?OzO_efjklr(*S=nf_77bQD;agFPCR>kz}w*X
zT4}8l0oiBovHK=1w)-(hD%;n?lySB4nbs?(BtJcDlbb)2`OoukA(PW85<j)(z1!y?
zBx54(D!*vj`@c4GQZ)7`zPr~k%Wy@~(dL4aF<T?V>_291)KOWkpS#6#uKeY@y=LWl
zTi#YzhAs9D6;Uv*ui>})V|P76xa!<eZ|U4uuL7?|>{xM8?Ug$3O0FHk6aBt_aGSl(
z{{Ca>T)%4{U*Fz7mHW|?q~$*qZ+n?0h_c=G;=A!ZPdj&u!sHcM&!0V8d%G(k;YrnL
z>1|W{=EQ!_*DkKkI%r^@w6UXn6%Xg_oywY*cAji)-n9I6QV2^Iw~oRMr>UndtY<sL
zv9IM-cHRl&oj*U#Kdjy3{(R=@V^=5qZCx1T&Yds7%XjTugn4oBn&)BrTlc;{D%`-L
zyV)+bFF?a0G`{Cm#QUqY`^xh8mTOO$uKb|glF1<b>r;*jOQui%obuP?-QRnRSO3Ff
z{b!|bly<y$6kS{}S#zDAt^T<qU55TEedjf@O*t$oI`bLZQD2ped*52_T>rH~BEfz7
z14WC3LrzT{HW{o}6j}aW+#8Ua*n3-e)zQ|Fjin-to7N<`p1!?&X6F%Yi5pHgeden^
zS$y@Cqx6l&*N1qgwePg^&5y4W+pd=<v*=ZVPNSUAHsvQ8%C;_RSwku}_pxoySXX-7
zq28&`vgzU>-#43uCK#8pEMAr_y7xdq;mO7Ph7xZBTaPf9ty*}_V5b|4-?RHWXE$yP
zKisUdSN_C-07(mJ9-ita+v5Huo|O3Znv0EX>1#$Y35ina`>6?6O22J4Fvy8GXJl|}
zN2N_?<Hap%OYik|Zk+ji<Id2d0+MTrLsm+eophS9XI1XB+_1M-%~nXymx@ol<@5Rz
z16Rcy@e3TbQdJu35~NwbF()6Gop7imeQ!$ECYRZN4=d#}S+Faq28X;Bd$~%{D>mKa
z;?DqE(QhGIhjzCl9AXl(w9C2llszS`=DAShib=;V8c$lW>$%-CX2o4K-Mpq3x#nzW
zk({>RHD_qO;8mNZ^6j%`8XUVCmvlyO#toM<H|;rREHFF0ZW33lZtgF~WBZODo$$^3
zr^!W=Vyne#ZYy(aPwD$<>sM#KU02%dXz8RbbN+AMKi6EA_x7AI!#m>C@h$IXd;Q$<
zwPcglq!)jmUAeZz`{#{+CEKQ)|EItDl(EmFyI<F@%t<PIF{{zN@l#+>M$DCWbrwoS
zODDYd6OE76lwTt<#W?<6-p;^N%a>Lz^!{m)y=EQX=3_2ryR}5`xa?W-jP)}=|Niq+
zKN()OVauAstnk^oaPD;OFZv5D|9o7b^)%UgnJC{*l_<+jiI>HvSLa;)6u4WikSV{f
z+T?CXFzfsN<@}6$ltKlT_17Noc+JD;xbShuO^fdLF>~V6?Lz}})^rE6?$(H&H%BYN
z;$hIQf~1sVtiLa+A56&F$*bUSu1#*Sy|dHa59tQ8ESh}{*yo5{Trp?ya<#3dsXs40
zo$Bz(Ty=uY!P<{r3XRKUl>X>^cfEhLjE7rzjc$E*{du)tPJd#K@Wy}t-gC5-m+P<X
z${Pa5pI@@SdH?d1_vv50FPT+sv}%c$!~5^w-z>H$Oq>4ZedKP@o7?2tU%gtI5-PJi
zit**OfAdU2Cgdart#?{bX0U2O^sj2J6PXgzzkbg-oGnv#`ro`ep+<#UuDne>v|rsP
z^sXDL_4F8q+&SFlirt4yof!Ep$)xV|xPFbt_lwjum(FP_>n3b|pq@IDnaxe7_jxDN
z)g!AP%b(t2zvy84accuB#n*-ACO<?1zVOO5xRus7`<Jobx%*(Vq|PC$ySF{Ef3A$}
zyB&9;IcG`hbm<c{{HAH4TDB{>UODBN{*?M%n7yB;Xm@YUhn>8#6aFh)G2y)XB3+``
zw`k`5^#AUCe?MplMNeuK&(Qjz!Saq@ccw`jtKzOhyZ_oge7El4@*|FWZ@m3gc|q3h
zuj%&#hu>d#G&zegsoVeZjI`LA$DhRJFAm6?RG^^}7-N#V?Z=X>TettZ`{4bJ-!?nf
z&3m!8lA*0VbaKprBS)JArH*XtzBnn%((J8R%jO>0f`q#+<)<Fj^q*IpC9F9`Lh`Zp
z%BZg~Gv7AMk-sTgpU^&W((_gmzJfcUEZcu@ZL^fyc5~0?f@R0k_lDfPE3RUbEv$Oe
z*4B<Y<DK~TA2IX1Z~WRNq_eAf=eM6}G5J?Fe*M#BviWxSyBzKBAz3SB<*&UGT<iO}
zY@+^IZp$wl?%jO(QAuZ>-&>t;hVmA#cTNb{wdnF=0e1m!p`J??T^W<k%Im)qvUGdg
zvGBpFWnFxmE-${_H+#dXgt)x4#2D+1&x1LCRQ|X#>7C}*ZJUelEh&1R^-zI%1J8m`
zb&;tIs%A~v!b)eD*jSI19GuAfboph@vgtADyAIq5@t>h!84!3?`HrVX6jM==^o6g5
zj8XFo4dx5mC@q%idiG&kGykXZRo{2YT@?0?SBwbNH>!FV6ry;xbs5_#-_GRx^y>>J
z1qdF_VM^JOG(A~n)jzlY<+H7?=>0GJ|6S(l)p<25)Yae1gzlgI|M%1X=blfyl(PF#
z=Dsa&l`Zpq=g2TvK3=>?_^$an)p$RnqIwaboo4OEFKrBE&mR}@6<+@`aVDqF?v=Oh
zU0Pz2Bze=U_FU598^^WU{Df0>O_N!`ykwthL8sJ|X3pswzD?sO?CLRY@nIJ_YB;0n
z$hAr3@zWP5G^E{Z`)L2?SWqE%#0@k39KYImSs625I85@|;m#4_WV!nHGXsW%R({oe
zt9^3}mc34#$y0T4LhnwCGly@UdYV&Qv2t&imEH&4Mei)QUE5{O+*<bSv(kg9I~TM?
zmlh~o)HI$QeeZj(^-e8=fJaqD``)*_cYQyp;BMb3i=*+uF<<*OU05WX{5Q(u_nwZ#
zcQp#0+i%=H$S3jAXP5H&Lvw1g-`^CIW4#qR_k_2Tg_@&%VZ^*6FFmYs9yeS0xJFN2
zWz#6!F-O_YxA=3vOOBA`jl5e5&sR7lz0zL4B;}k`$kWZiWy)PqQynXVzAtSkI?XxZ
z&W@ArmNf^(yej;5Ejh07?N!Us&XAW%@76t23wU;_Pg;I+=OLD<vNC_x+1l&9i&?pU
zn$v{6Uqhu*nOmhk#Xi}8*J9eIx?dcN%cl4}niTl7gfCn&S%FpI&Q4C{n!+B{jai@F
z8#zB6_K9#g!Mgif(P@FA%ceys7cD(qSI*hcJS8Y;)uNKT=5;SvRJ+O;pBiZSrM!{V
z;Mth4QSc~pc%87@QQh2!TSb|Unf_=_(azHCzpvqRF7RFP@s>-f3!ZwOSIJUz+1UMP
z@h{P(RvxX~p{&P>gacMsZL{J0Y+oazS#)mZImOx9g+eo(mMxkWdV?wD$6Wo1VyEqv
zuXVB&RdwuL=3091hH<?5k>}g{eRiA|V|Y9F+^0E*8J2SIHrOHV7x{!Y)z8o?ie13b
z+{V)BVa)E&aY7dq#FnmLS5qv%|M!^K8x@|3hiduwTo;wT@s!gjnmbq6eTUt&_(c|1
z!scI>eaSiLy5Q$oJLWRFn7S~3R<Gg_J#umbyMNN0M+ZDkL{1Pq>U*#33)fbQu!(>A
zPO>KbI$^gk;<r-zf77W<!pXtyy+sis`^4sY^V|L0D|f=jdf|=YpVFbxx@z6>3g_pp
zj=fSVF0iISt~1`jZ1y41g02Jc$wyWg*4LU}Sj-f$J;UwR8^MxC1%J(26O8w3?y(R*
zl`P9M*Wf{O=Ppr&Wiy#1VyFK(EdDS5uymoAy0i!TnkIhk?p3F_s;(X^-`90W|KqD2
zrapI{2^KH6n_s(U=7f2NgH@OPR$KS){U4p`H^mRjiqA3GY<Oa@gU9l0{FR4OCTu?Y
z-79tCr-kLdj^9P@%2vhS*m3D7>&hDGUC-`R#h2%)MqFUKxq0iN>U)K*t<$>ve(p%W
z`$SuQu4d7iK+petzb9BY`m6aAh;vWakXzv(KdHZF(-FRJDr;FAxjJ+^m|HRzsGaI9
zDT%vsX5!AM+xpA>@7>oez9PB%ibT)qz!a6tdr#P8V<%oH_w$OBTKBbD#$4m6xWmJy
zrfNIi=n2s`DiW-7oy+d8-dAnC&-bq8kKf-fUexWJdfNBJoO!ojyb!qYe`C&<(6yBc
z(sL)by3RS`d+p2iO&4#UdwTlc*PJgITV?l6?mc()Xnf9>{WE*#Efzey?c&4l{)vmX
z&-FfEYanf#IOS}NUa)M5yL){3GU=Bu)T&m#y=5onZ+_^!>x}z~tfJPPvo2W)sVOP6
z>Yk2kdtGg&d^GuWt*2ZCvutf;)4bS;R&T$|Ecvo6gzwjM(b?TCpC4>q`l2z;$d6}F
z*V(1-HO<^ppa0qY|MJmi1zdk+k3RdwAX~S;>#XZmbylMw&hJ5gmeg;&5fgoE`=7+7
z68;w{htz~Le==Fs_^VHrGIGyPV%2tiJ=<#Lk)IunJ5RLx&im^nX7^c?VdDX5k&tyq
z8yYXkuU+o6toMCN(7|6})60xrcIGhbRQ}4_vMHqF7GG}Qq!dq|hg0vqIwCml+WUfV
zbz#mRgIfJ5kL|vNYVVcz`@3b9zwCQCvDPO>akqB6I=P-W*0z@UVyxd2ZJ7!FwrdZU
z-eJ0a(qQBDf|QpzdA9jgeF2Wq3m$B|adeLKsf3y(dan*Mzo=>Zw(3%n&|Zy68sbw*
zr1WK0T{RBwuezh?t1_{RPtJQ)sFY9BSBIJVlIyofE(zgS8}=Yr$N7VMqvzy=6A_kw
z?rC`@M+p?Jo}?zNo+90Uv99FY#h&H;f$k;Kwoh!i-SLxwExl+}&DNsTPc41iF4U&_
z&(r&PYTlXkZ%)3RekntiIqv4<^>0pwe@m&k75+`7PVAtiWloBJkW9oCow9AuwX2Qd
zK25dtEU!=X-<3M8&gI(@kEwsIZ&v@9oR<3g|K^*MFaK`t`D|0Ga<8QP>S8<RJ>79P
zpIo&z+S9UkzS$e&xp^yniXT0ZGn-kngwIO6F)M$Pi^8RQi=58Mt=8z;;MMa!GP>ks
z^XVtkEY+1d{m<qoPCT;b+hwb!IqX`WJr2y3s=N%INVK`Jw1=m)P5i~duN!1p-beiX
z85s8V<zaUDv)h@I*JVGF-ccNAbo7pNiwnCz{@mhEm**Gn^j9;S{lOsd($*Z++j?=I
zH4`!xL~3MuRi9dT`%;0v*sO#tK8xnB<+zzI-Ti9T%$BV)^1KR~`HOp7%r3pzy&>+F
zn{D$B#TOxdUT(&}mCO&cU97)1%f3Qy;RmM6pO;M#@n3S>c%PmtmtddD^4%AuzFY0?
z;7d=a@o9DA4!rHBrCl#=^(QQL>p6#a`(o$FD5=bB`D6X(+rvtwIFA#l3xclksNYq+
zXLje2*snb+()X%PIN>Hdw}MI1Xi<}C=kMLgZ?}Bh#}K$Q{`;ARZ6Eh75}thft1J7G
zBt4nr%TGRNwBLX5eCqq%=gK9fiXGqC&tByGaLH+HhkHshXJl--wr)c~{Ic^!s$7vB
zPH+FumTJ6ydwSrlv$|^^zc$&l$~RyOWBgvu#SfQEl~5K8DEjP~_rkg2z>$?}mKQI!
zD=S&clxt|d=j0j3TQb|68nc!!?Nz+Rn9{w3{nPK`*Oa2{&C-KP-e}&uud=sD&HQ{X
z=cJeOPt43|?koC{|J=v#;G4F6-)0zFw&s8AnRBvm)t|TWbBtHcF<L+8<lgso<@5P(
zJ_+ZZ-_V@-E#7xlh;B_?)}<#l>)$;Ozw~5TMD5lOKh-CxO@IE&JnBcu&e-YM_IqDf
zowf15`#5BBOng%H`XZ%&bF!SQJY;l4S%L(Y`BiC7%dcj+&39L>dP4FPSChsjuhzBB
zX_t-Gr#^LE#QC6h{qJ|vf_~gRxvBhH-mgU|k-L9uM_!Y!aDBf_-(%X_S>;!A*JuX!
zzq`9-woz*oqu}*(ELR+V+`qotGeKVb@1lFY73J4=cb08@d(YQWD*gM{yj5{;_irr^
zzMiL~wB~R5w>+tcWq0oGUio@cZczVuyN<H9WiwLzL?_&2Kka(SJVn01?Vfp>JV*S^
zW1oJU-o)><th}<|n`5cVywi3o)b1SK#J_9Zf_>X1UT<%+)d*z1bJW*cV1;f^oEWF&
zpL-gjm5wSY#&0&Vo38kD<lPUgLuX4mnxAJ)oE{Wn_hV7e#3>8z{XX&FlYp)GHt~}k
zR&N3`p3UK|KJu`+CxD}x=Vrfk{ha30aVrkXKQ1cjW3*te=WbuPH+TtWxAnooTJH%#
z-5YN??7d_5<gr}v$MAjI!j^DVb^B~u-QpK{tn7z~RjmE_;Qt%G$)zh?Im)|N^TS4e
z!>4;|v_EY0IkmW}Eru<Z&2F0J9`@D)?Hsc>UToVW8Y_AK7k~JrKP?B2&#TrvX6qAi
z^V^5!Y*(!}?XI@_mV~JIOnlC2yKCQCQRz6xe(h$tRY56#4aB~5Y*`h2q4}Fz!HfM(
za{ioEHOWgo4wjv}`F}^%Q@*REMdcTggAXi8|7`f}>ZIr<Ii7iqyBuQ!Tr^#D9=9!U
z&xtF2TQ2YCe05KgT;bt=*A}pE*%#$5+Qjdt-1$QLMd7Z;7uG%twLe>~dB^FTotJp$
zvnA&nA02+Q^@;7zn`LHQ(Z|bULiX}kr^Q&t_V;PNRrqK7I<d62P>=srmgtif*-5bn
zA75K1bp2HN#>sD9)HJEF7+1GT*KKU^T6MIot4BgKXiES7GGnv1l?t80bE-vUubCg<
z?phJP_CxA<qhE_Qh^|%Te=BP4kbNw|{p`Eo<7H2HdJZl>5)!*X@{OKhTtQ1ISL%sZ
z2K?V1PJ3xM<8+OqoA}>V3F6Nb6=J=Uk0$($ig7<XKjNU(oX{6pYx)YVrn+A)US1G#
zHIn^izj%n+gs`p46n*|=?RV+7y#CwbM^oF}+G$T2Sk_O9y*96K-us{`q3aFK{5DU^
zc0K6nur=JjFHU@Wp52;vmyX_eZz?X@J?+Sz;JU`%wTc@j|LR}x%-MM759ZvRZKpD>
zy}T66m8|haZ1KKjX&twooV(Hbr|ap}NoV#&EqGA7^1ZY9#FcZ?j>Q_AFLw>j<9~lW
zvh=gNbQ1sFaCHmARn^n4Z9DtgaK+J(f}KsPlUHwu%6Po$*0u=F50`Fj3(UVO5LYPN
zcBf0?!2w+fC-Kme4My7xlNNE^PV!tf?U-QK4Xri%ti(TRf3fVYE$KcaVx0LZFY3gP
zojca)ZexxO2<&fLe7XI8^wRjV7gjMBEL*qMfH9BT=6q<e+^3hNw{Oo~Qo3}O_u?SY
zSy?ky3fShbiY>SoCOG+;ps<*|!8~D0w@JlMUOM@{-O~GV-R6_-6L`)R?ov7PVwuPr
z0ht9m;wM%1E=ylD%~y1W@HM&34<!NwHA+^T@Ge`-SLGrYCl;c~c4$uPDeDdE9t(N@
z+371-oSnR|SLO7A2fIZ7mR26#S-90Vdtzt*)w1d9)Mb9VKbH~sIj@QPq1HP$!_LF%
zrwmp_S@Q<m*x+zjA#iiWDK@XG?tMjFmLkE=I=4)=@?CHwE8q6U=E6-C1t-2mU3A)i
zjwj>OC#I*hc~f?m=*qSW&$*`fgXNCS0cQE@F3Y;F`|RpGQ>3gv|Geo$N#(Lxv%**_
zY`+{+GnzT?@i8?cuXR$-W}OgtV~{2LSp948tP>OJkM=e#Hn!W^$rGoQe(Xe#ZLQz!
z=G<*(3-b#kT2dFdJB6QLma}0klTr7BiLB<Xs?(k>y%X`E(Rq)|kN0Ui7o|^Q3*?=4
zM&`q_RyCv3mt!ut9GiCBO?al=o3$rcw%#mv7M5)FWNcJP5b<uEB7fKASjh%y)&K3^
ze_ed&_btxd`MUMO*NGcDI21Bc!{t-XN~h~Dahmo!=Lhd=F`j$&t)cr9=i2kFK6mTs
zwy)W}Ar6TQOXvBP6@>Ar^`1+ZYE>iW=qw$iR3@-FL4svT5XYj`Uq2t|JI1rY>fYYo
zS%+TjoSMbO$>A&Ue%Jg(*)lS1y|x}T&mZgSO$q7Ah&rTOX!|Wpdx2b-XUW@F`_?>b
zuDo?%dE{gMhSb@zx%Upf+IirA&f(XNKYvF^Gus;pyEigxYb70wS@$nf@u0cm;z~|#
z&1sW7qcazO-5jSXIs2u_thdS~Ne90PWPRGdOxS++#z%)sl7dq=Z@6hDrTtIWs&ICt
z$iBrJAN5*&R7ksRr5~VfcIM@g($YH%gpU`wzjW*sJ^%7Z6UWC(oe$sSU+cWD`d>Y{
zyvlW+R)qZ#|8ASY%nkG9D`y?HaPoHTu{rwVxZrJ_XK&VjoZn?*`Zk5{{69UvJ2(5f
zrv5IB{C&i|G(_gr&Kov@E0l#|)DIuolJa^J$L&uYuQ(6AC{`Cy^51>q<)YVr-Tg`@
z#)=uAUVnC4*B4hIHP@(mTX!+lXRAMd4$?W;{$@&5t*f`|!k@z8dY{{GZR*(K*4Q6-
z`n2+n`@t8t@N!Ifm16PxXjZ}rxrzvX*UOXEF1cH4E4ujHv^?LVdAoj^EIyq+;oZD7
zCyubl%ux(6(_FD)<6eg(vB@Vk*d_FFxUEPyE&od5s%`TdPxImpMUG!P7;hc^85=w6
zb*_*5o6`SFUinxhl}^>Y5_d9e|6QJX$?p00emrKZihdv*GnsAY_8ID;=L=+I*s^vO
zl<<7cd6h6lIK0a3)NdsT@q5R_E8UV9K0cNF=)d!=<jY5LpO?;?xNq-+>-8s$n}Rd?
z_`35y_Ix?yT(~k_#i;nd<#~_3s&fyw`=p5Y-u>r!-Xn6`*5?I9`e#ZXR(?o1@3DE-
z?H7_OA6%U`(Q56yr;?qq#`<4+M5Mka86Ws!*wOs;S@?-WnS<e<bk1{3-&VCDy@f~Y
zt)!sOacf&;7x6nEdL}%mZ%AJv@26~7r}vTHG=J8+^Ub<WN1a4`y}E=g&ghg)Kc{f0
z{oLlWtEOLIn0&jp>w@CawdQM+Z*;u9zE4eMNkHw_fTIaJw_Ui|lJ%V9Xld<@7+sYg
zLKChRKT8)|mBy&+bi!F#{cDcn;?OM)dX-!k3|DE*NZtNNs+N0^P{3?+=G{8%H!tNs
z=#`6g7A<<$W5uPSmg3hN9Co|mkzU`vC41!3<<~jwonas={x)ali?k2!y30?@3%z|I
z^TYBAVUKOM+UA_<^%ebg%WMaKIO`7?)=eKa<r!W&!|rs%YG&`Qg(-)^(yf-Q*(&$7
znZ<FE=N`FL-wL~pJ;WoWcO1Wb;O%bqHFBZxDGa~2#P#W@Jonf9V#2ZYVw&^KkM`@#
z<@go`_59w!t9GY;uJ7_+Cff~XC>Tlc?Kh9QepU9)nHdpxFV1vWRKIn_&l|t;6|~k|
z`62Ri_Ganh+S`6EG<JXdW7_UYx%~HblA+5VyDfH&p1JLu*|*Q4^AhaMOWJfAOLv`p
za3uD>)oQ<0ZE~^}SK7C4oWA1Q{QJj@q@Hc%xyQW8NF%Md#LP4|BxBL>Q(Vhk?@l;4
z(dF}w3B^ZP=M>!J3#{+t`}S4&_H(y`Tl2&mi`HIuzqpmJeL}3=l4K{*t>VivZpU9d
z_?|D;?zrGz^G91g^JSe*2vQERxFjAsvFvY*xkA?4*&9T~a~$`ky52T_rx_~s{QBCR
z>dF0z{ma)d92Ajh`m?8=l_UOUao7Qg<-7XRA8?)c`en0r!c~*JC`MMEB~Rxmx@_Lh
zbW6tI{gm1VTpRSii?3~XXd-xQ_xGf&vMY1F^9qXe@7yqb-srGV__0}>Y1yrt{QK)U
zO%HrlowXqCV7J@T$5Fl~X65tSUtew+VWgB0Tp-f>ghM8DIn(r`3pUAWU3=CQJN4~_
zL(|jSEUv7Il#}sU{_6Z{l^WxBHw144f3@J)IO|VyLXOWf|Lq?ZdD(8S`v2^~_v7XD
ztG@e3uf4PW>v{ccm3k>R3mx<QmZrTIuQO1%bX5DmbhFoe+Q$yKM6F}E+S}t_GB=}Q
zdf;857yGV@d(G->(OCbBA?CuC*`ji#zdkGWuec>L%fsRcgVUG9obnAx)y^?b1s<%}
z6#Hcl(`;!m=c6YUa-~lF)z}_nvhR68XAaZBhkNEOdjH~4yM;GT?}4SuUQDxKV7+>T
z*=&C=>+(6DrQ%EC;;$^ZBp|~Tr{&40!rAL`b<&YVbAEcqY~_1?kwd*)oJ;W2=SNP8
zs_o2)QER5ZUXd_!dw^>yQ@VP9W#04M47pbv4F8+oiGR=_>i>r6M7nqBjQUd=lDe@$
zDs!w4pPHEXPWx)0?Y-w-r2*O!0S31>MClhX1atnd-)F>AC?x!iQ^zvlV$H@AZqoZx
zgeHGG_4MkqV>JP1_p&<8&X_8@J@69~+m;EN!;Z5|{cpWe>0?vO+ZC5Q4OR$WlTWlZ
z5jpziWyznK-VK&>C#;C((!KfF?|GEo(HY%0jY4u)UH6^5<%)v*Dkitk>eeY-rag;a
zP2CZf(X`~U*zo|D2}$}pj`+T~%kW4cr{%WAVe_q1l-Dkt_|>cN(eKW{8C_C(i$Cdn
zW^eA?m^S~nkI(%C-lNmAx>iYautizvwH>>5CU9HbA<b)Bdo1h9SFS&Kbu|mGrQUDN
zL!Q^C<i9Hx-%`1;W%hCr-R97oq*}fSlTFNDDlIFIS>J7u+4s(WYCuN(+}K5qw+udq
zWhyUn?~bnBo~8U}LF>=%2G-n`itZrk$Ym85+-_AYSXHjO>@D*aLFomXZ*{cF<yvch
z^i~U8{rVMa*yo<M-G2*fj-9<Z-MKToqg&j+gw1^Rb$i|4MqXv#xN{}W#>ag(p7zY)
z^56C=e^qi{7gT<GI^pk&xJS|JnH3_h`=8jCGy7r5<#)xM`Y+a|E>E_bmMom)>EPl!
zcL#^{jwgJ7y(KwU1uxlr{IQXc&nIS~wJAn+ODlG`G<5U1cszAg2p7Kd+3X3!thqtf
z9+x`4+<OtFHdE!UYjaI=TQAS$6KDNq{y4zdvf*;h>}hd}SKSrS=8LMaK6<dpGJ50c
zX<oa1I-Uu7s}|jo$v><w`s{i}PV&kXp<DMqi#Z?D-92T6&BLIVtwq{FhI0EtUdi4G
zI{D?RaKPW(6O1a8|NRN-e6rh0?)rL>FoQ2nosL_ZpKAp9^`D60;#Mu2Qhmfp^H{X~
z*$rj;LUVNjgSuT(Q`RIa%yz0eB$Kr9*UqEvPC6NJIercILYge>9O7BRujJf1JZ<vA
z5{ZmNQAxG_E$cdBO5zV5EpX_#d)wiXZPniA9gC{hC)T>Cv{<@%u_akAa#LN(vby(+
z*7U#W+a`v-cfAs|gQJAm_<N%Iw&hDc2j{No?PjUT?O^Sk6K*0S{mq>-S+P*WpH)IO
ztbOj{_ypA>cU0!2g?F~D`>Ar}%w1)xIR!dKhMGTKR4w!<m>XrVmN%>UM4`Oj6+eNc
zj!oXyQaTY+n5)|Z*w}NtyYAgl_RY9=SRw6b)m^oqJ5_y&pVvMT_1gchS<b2C((Kh6
zMYH;{Yw`?c`n_!0;Bt6TPm|J2;ogr|*LQrrdu{g4w{4e8PiqT(>0<flVP_~5^15rA
zMcaQr6^(1YwXRKdH7YBrudCaIbU*BtxoX66pzl>@-~2=K`KAlIPe0v1A!%z&*_Xd7
zw7E<!rb=e4iOuJBxwtFk_`&;Pv)(C|npACx&HMYwsMJa{sLr<3L~7sOlbgL{d!L<p
zxc%zfw9VFYm-h7u9+jOZeB9LYb){eI+JudAf82{cEjpa0>>@Dr|Lm2ES3PN1(l@O@
zd0TEncZGE67Tv$Me=M~BdVXP_kpCC<Aotf=Avex1=<|zCTQ&btuEa<2(l4u5EY7{Z
zPUPM55{uqgm&;+>s#RQXKVA2};MU}rH7k$YcxX}<fA^*4yQvCO#7^t}d&IZ=O?lbF
zUHi8m&b<9S|L~8ObENjIzwpInd(|qo$oHRDTv^Qiy1(A})y1Q~9;dE!pZ>ak`ZBrN
z&VN6egZkyx+w*PR@a+EneANl}>{A}EYKw`Tc=g8N-qkJV*PE@IV=HuM%l*BDg&V#y
zN?*URW@~4B-J|LAXSjWuYAB%iR$a{R;iT>E51*?4n^^Z~<D6S3pRDI~e1ClD%cuEV
zj=_&omRa$$`->eCFgZFqUhzf4Uv}pUk6WHvh<$ObI8!-W`cKWF$HF@fnhVQaE-!5U
zZ*}VNmwztu-b*Ww91}X-C?oshNH1&KvrK93GrG-M)_XbjzH*d4ZFHzd<Y?%gl;n+X
zEbm0@_;TZ}G<Tu?)X*(EH|p@Oox@+39C@)=ntSi}t<tBz<W-o@7u?CdX4;{y?2;&z
zf;=Cm*W$c}=UtiF7&eu&`6!mGaLMPdpZZ!x>!NsFu}XvZGuw#_0_@E<=3F%BdN+?{
zYFqTfp2{MXgjs7??re8udiQkFo+!Vz6}h%=(znj3sY+&@_~nPGuDZO;{T*qY<vVLn
zKi(Z{yl+?9-d$-oU#?#lS@1Xf`kL_TYaYxhTFt`$$1ryDu9_^hn<eWrZfZvzQ~udC
z&GkiS{A+t@-Pf~{So!0!Ht|04_T_W_9yIx<$x^k`xqsMKoGjk3=f9=t%s+Sk7n=Tz
z{Z!x8_Rm_{ux2O!mSf7PPd3$cgcnCXXa4*1Y^wg3#=7|8o9RCsqB)BHG(1`vIHxN0
zLCnVxp*hkAFQtq6n==1g_GsnZ1N--_sdy!F_Eo;#Jg;q;myQPiULj|-R@HWQMb`DL
z+Nw{I`D3r$nmbo0C@t~nABQWuel}cDvJf$AtmK&Rx`|V1zQ{W{rZ=bE%NHhfEDLU3
zcc?8Z<IuJRTRU%ERNcP)<6HNL{I^_|Pxmeg)nB3Qlw5j$b+buS(Tgd6Cp#Rw%JEA}
z^X>6?rv>jf_+*v6{A5xu<Dt3yhSqMU-V1vR?|0v{?EI{I=ar-LYAs8(Dy`!_g^yeQ
zcE&zj^?S8zzh}<;r7;FE^(Hr@%nW>QEaE+M_T{Rlahu*Qe`<L4R-&59%nonKr+m^}
z{7y`<-aFNqvT|%MTHCI?rm*9><@Wml^P>u`PU1LavD2+>&h}@l{+zMJO2Rgdv&#GY
z-+bvb7L($O<!4@Wan+xlcD-s-&fa)`Li7P!NCijVImraSB^f#oS0C0s=^EC{7xmsx
z_%MIw8~YFJH>$k@geqUPq*s4*o4frA*E;=Q|Lfb9{#^9`yZO3lKfjc`Retf`@ZBSE
zH)d{Sp_3QeH588P^<)V3r0qD|^XjD1s|mXN`-G!+G0bw1U9^%<KqDZ=&BZx%=@r4?
zYNvI!Zycp>%ySp4QDk$KTKQR6+?=m6^j+>lpUY-fxVo3H-_GV~a&b79+`#^gId)y0
z|MQACJIRWcBYvN!oL#Oz&G++m*UQTa_)}wl-B{eeY+~BO4Vy2Ty!MD)bhS3y<ZQ^Q
zwkvA{e2pvYXH9#&`uFa7f0MQ1?-tD~32*#)IlpJw)4TlXzr{mSzwMi`e@@9YmcP2S
zf-lz;OvsV@vCnAMwbtDCyE3FISO2fL(l+mv-yL_W$M2*LhHcKYI<nishl@krS2?c#
zGv~Q4UFPnWe@Xeie*Q5x@80)@cYznTJZ=@-c1Uf*Ea_s2^lhem0X+AvO0SaJ^kT2P
zXQ8Ac3sc11+<<70#DM0E<yR|R*e*1i->UWAklH-O<v8;rL+5P8>;F@XtxKNRTFL~!
zaE#mg#;CUa^dUq0CDUWg_t?K`e=_&~y0|jo*hH>+t3SIlW1m;w%ngu=+xuqUw&{1D
zPH78W(zvSB|K{V>(|$zgtbN_R?Sf&>v~xQfqgO0w{(5odQ(q(DnHiCrnyMUE7cIRX
zw9)eYjU3;t-d)Rj9y?`C{yvTClPp{MCzlB?Z%WKD{KosXEpxN+zFg}q&fb%6XY!v|
z5UXF3pZ@2m+jHy3*N=RXF?V#7xzwpB!JE*$AyM?*uBT?V`+g+}?3Hk77jJ&CQS0@U
z2!>~|B40n-lzlhqD3~qVbWUa3!q57gc}mmoe^874Tk~~8g>I#Po!QgN9ro*F?$=q>
zK73|ivh~;JTCv8pKNjEGWmFyMD!tSHX_pDRkM%8=jk{yDOWLM=a|mIH+1R^F?CkmT
zd&4Gcyx8daKeKrjZ%lZvW5#w)vDTnJ+LLZxVHBO3T-tE(c9DL!)eD~~hr?Mn><jgu
zD=ZUsU*t{GQ?VRYhDkT|4oG%fnJ96<+u_mdqdadcnb~{}>25e@&ttLW_2Wxz%9B|6
zyEfMC$%^HlddA$u^x3xqRcDvvow#(e^SL9FUCJK4HjAGI`>yRQIvZLkwe8-`?z2ah
zScI?J$$kCtuCo@h^Dn0_C{R$jAe`N#_jKB#BdeRM3g<H};#{O!bM}tR@ykzlpWkV@
zZ}s`);_c#GEUAjRo#vOiZd@pQ-tQydS8BLiCZWiXN9|haoWsI%8t+V>+bpGUL)qh7
z!5x#ps-Tk+EWPFjQ+V#2_l;b)P{&<MaxpKn_mz@kTr+t*Vz}>r{=H0AV5Y3wpB|Cj
zllSRqC|q<p(&8i$k!SMdp8@mE4>lRh)-!(R?>(PzuHkED)vC4^dA%)DoS2R_eX~t@
z<MyJV=A7IdRne@)3q${e_p$xC7;5EwEk5<?)E8%NH1m1veX(;x^OEbg3k*5A9z|KJ
zi3MK_*m8e|wSR2x)$2a<nXmPHmo}Y}uXSeqG2;m<JQj4^&p*2J*Nd>qj5*zpo=fks
zdv0P7>VI@+RnY@Wt+s$S=Z@^0_fB27Q17jJ_9ExEuOG!c^Vsr-wb&wUVXVdJ?iKm`
z1yVkrUmp3E$EtkS<(5eGMul9lkBs`NxrfXOgfok0FPwR9lG({heVt$49<wiIK63QD
zwPkNb|CX2Aw%A@ud$>!Y+UDHh$V<=6N<J*{4XQTiUQ_4)ygusRX2)B1o>_0|t9hC=
zYc12Mzq3Uv-JYhIa;yH{clOoJB|MXMeV=S}E-x&(#5ZPp<jv+=X<y@&Qs>-Vb1dV9
zP3GoV_n)42cRum)GV|^&hE+*3JGngzF8*U=$rRzPXq$Y{BTjJ3er=8~9jA9~T4f}B
zXZhB!yNA}Ti3y%}_PsZkzs!OSrZQre-=(aa;w`n|P+4}KxZfNNm3M}c*YY}F2-r^i
z5PMr@!C|+>FM{}c;tv?BJ*#-d>Z+h&@aw>|HNNw%J(r&K^K<R&Z<>~zw>w4I=TCMx
zB06!|1hZlxw+s9?6fPZU)GiY0skU=bRoiLxe8%JiK8fE~k4(PQE4r_UZ$@#Njk<cG
zy8puhN54aU^A0_1n#1yG$I?f|O}grhk*^{W3uKP$zCUfU0bkAO<xf<m{K&IkCGal%
zsmdFXL#6sV=1;nC^y?!#uKb{vF<wnm`0r1ibiw59OTp8-AISUV8{Cury>AK6I=8o%
z*Pi;`dgI}C{pRfUO?LVQ`8_u_aGf<vH1)e&Cj5+FJE=pf`Sr5ED|H22ejodyQwxqC
zWGm)~+q5N~tvshvrS(;F$x*4);H82Wf2?3l*liKNUZeT8d-9W2Mms{y#RH$O&y%wB
z$=czvV$u!Ky!MnnV}(Mi#0kd2uF^4oMH~y}ZToAq!|&29nPltV$E<dIIsLlU>fyf5
z-3|N|@ya@i8P)4&o=U$n-|9ezK`?uYTIice_dYcFGuz$|m9IGPsVexynMZyfrW(Ww
zex5bwC2#!E*b-SI`~R1}biesE??`0+6*l27Z|3b?Z(bvv{^sVr59Tv^ocDB^Np3xL
z^ws>=yzx)HJHuU;nceys@^4Fk+ufbtKGX`-OxQe;`IF^`Qoo#M%kJEj+n4$K{FHP3
zd;Zn8=Y`CkdG-9B`)A(l_cRwOIq{?9zPEYSuJ7~js&D+tIN5koY2WO#TB*59tV}cR
z+lfEF{n}e|)8pn@8{$8nn8f`}OKz)EY4OyakkZ8#tmi{)x=fZ99n-qEVT$1kqjlce
z3;)_53%?hB^p1Fe+V)7l?_Zbp++#1#cgbAu`J#X6_kC4c_uNm6*`fJ2_T7c&8dc>_
zI*uLL?ex9Usqclr7mcZ=S?lZ6+_yxU@6|soxc2dm*~(GM9Oq99_Ri5eC$(4Ky`-be
zDoS9*zOdBaj+Tp<IZuDNBXe=tp7#dw-ZgbB_G+gJrk6J|7T*njsr07d$g|D+UpVC*
zFER?ca#Eyl?-9{Rz2-wZMfTii=G!0JFME6Y&gB=v{6Ft-SAP~~HC=p@*6an+4h@3N
z+j=i)w-id~o>TFhwPM8tvydG}iVM_T&6WrAYn9y%lDuaZa(w5W8MEqzgFpLyI^Dfe
z^8WwXGiLebZ;PD$-s}CIWqVmB9@lT?+kaOsc5CO`ODTz(YhSboWyNyw#fZORnfQO%
zyuEu&BIFmB_etMrj){A3vZ?!A;%b+IrH|kKt9W5IZR*#{)@+Zf^d0}UFS_{6&`I)4
zsn)lcB59?I9&9fHjfz6u(%x|NPmxXuIpGy^#WTSCPC-o4=~;Jotl4fa<l9vFX5Nvb
z%e+gz?ueIJ!=KnattZy!cbq+2k-pKqyf?i<tZ7cq5C2*{{b$%p@%MdJZHeZqPW{c9
zDRsUer|XW!!xW!4JzGxOs`h{SzWzVI=Y81;m<NDb5_tfqp{2P6+5w<@y~~z(@tfZI
zu2IDFP}D)-fWbS7b5Y;xde<ELe|~>quDVC`t)`mWFSYzmr;ASz;BS?S4*GrX`k#;Y
z7gpxq`q>|}@85~{mh1l%{&@ekK3{XcdFip;m-p7+`}BK;uG;y>_Pf5vOnc55aqqN+
zeWI1^zWRLk-@lt`?#y^HoyGT)SZbx)r1z7b*Wcq_Z#3=cp;>QlYhKy6o%P+^z{)NE
zI`#w`c*Hk<|G)3Aeg6OFj~9oxNBmp4@^Q7~vdmTOw|w5m+WRKg|9D@#B0T@!{{QhG
z)?bu8e*WR=ynW`1e_xw?<BplO-%d`mJ4<x#@&`XGyMkX|;Ln+$z5817-Rh&9F$s}+
z?%mfO$xnFLt~OI`?p&42Ywqjo>wlh^Qp@qBGXML%?IjN*?yQ%{iCevV_wfXq->FO2
zF0z`p>rtuA=}*E2^SVyv*X?UK^eN8W;p^fjo|1A`Lb>O%70cXhHJEYw&4CGrT~3Hy
zo@mX~wO*oWlUm8C#N5;DDc=jPzq_!oQhs-3`?T*1XD(Z~Gq=62rfqtuJ40xkWr^f6
zZbRi?=l;3!Tlr>xQ||g~wf_&h$&SFX?4(G4amRP}Qg!25cJ{74?dfongX0mWk?!-J
zKHtX*$|7H#em2eX<FM&}vWe+Ed&1WumhIWPVphIIkM*ZSx>Q;_`)%2_SY9V$b5rd0
z(6;X{lk0sR9}mmicWk$8-W{!iP3IQao|URMNU`v7Ic|9Bz?G;k84e<5&67(EpSVt%
zDYU0R)@Zihg+$BLJ~o-V8%<aB%s!sb@>bz?sKd<viI%rn9H)9a+%(*D_9_2`nQT8@
zf7%Ife>N$7pSw-JzuWLq%)jLsj;tYh@^@uUU(``nJ8?ZDrF`a|B{p#r>Sn%OFWsK{
z=l0XrpEA;0p1*j#xNEmhTwTOI*$MBq9nSnyac%jp8@7)MR`G3N&u8X}c)ipz=P-lT
ziu0Ej@=B{TILPy+RxWQ|sioA=9dftr0WV{ytbV}nq`wB@Qitc|=yAU~aOmg4SrR9=
z3-PVlvsfd`oq3hVMD8~RY3U19Zzu+rPT2D@Gmb5P@yW+kfrnh#u6&>LaO?BwD^EL@
zFuf`|vsz61g6G_`H)AE7e0$%`Z4a&w_e*Fwmb37D_0z{+oqiVmjcs%(n)6O{%lFTg
z4Ydzi+aqUIE$rF+=fv@xGl!*D>q_?YthrY4+*j4EA^++E`+4P6FFq(Px%K_o;bXG9
zq+3NY>WnLTM9wX~$QJta%o@)$b<v(*-C?~pe&)>;;aq-~Ui^`FkH|H$+;Ka!oqgqo
zKLzqx#tmh4oQpnun07bwrMR3PLutZs4^HNQeEBO@F?BTokr7WmFH4m$%5x3O`x^er
zXh*5!kM;2{=eA8@yDQAC!gaoZOMiiK#LcBSjipz<XLkRVotUi1QZ0Ak=u4G;XF;PK
z`esF3cNrACHaBeI{xWfs)7N&!CUcf8)2rF-uYKB_mLM6rurJ`g+xKrKnhQi+XZUsI
zMAkarG}|N>8fmCxV<T}?YC?5i{>JO)^H;N<I8nK0w!Z7S_xsnZh!)*>QqzBWwAI4(
zth%d8GmidYY|Z~PD>2!Bg{D!zdV192$aU-bPdXlZ^!n<0rt{qfGs_HK-n7-dZ=uY3
zX5EQtoo}TdM@fottEYx-J8)9@dHcblgzN6-f(!mEczwmkDZ%ymn|U2_3(lm;>`|S!
z#rbu;)Y{{(%T9l}S7RmhOMm^(>-#d_mz%73dg<e|@3SstZgCM<bGogi`e209s%V}K
z55z-SG|tS=XxPOa@^tHEdFwkTXD**{(codw7ZdX*weJoTnHEgDeKLFb`ZY8DeibvR
zx2-KoT;u$>`@!aj`)%8=Ke(=ZM&tRa^Q$NB(0HnPgZ-$L{^u9^M?0h0c$8H?yybeF
zbm*zk&*^cTM?|jJt}1VJQ)FpAsNVQ3^3V2%litZb;mHiz-n_zpTXn(%?(TY-`QGPz
zW<^My`2OT+f9}Em`wb$#9$#ejMQR<Fj@S<e!SxjnAGnI~B(|^Kv%2KrCa(*77e;8v
z2P7Xz4NK|Q^N!!oExvLW!#bfqXWOOzD}G<TiTj^7%YL``@`L-i|HXcI9{b^c+(G?s
zh4s@P^uJ3mzIT~@pV}?qbPGAo6DQ2eUhQq@SSMr9^y9u`AnyX7mNye5g!LQFbR-xV
zf0Al=vHbJ7Uw;_iC#1G9?9SfL)U#JQrsJ9CnoGy8?aPzNlws8td8T9aX6FS9CXHmZ
zC9@?a`|H12^`Wp*(%tdH27v&(*FVBMc8LUNJrTCj_ubbtdGY-<Rr}Is1x{gatoRip
z|9QJo2h&CUt4E|&@4jKmKK}jJ(mS$Qv)^+Gx7=@Ba7NF{B_&I*abMY^C!%{Vyxr<h
zaYV~X>Aw=o^rHq%Njv|T9@?OvpPb~z@x5`A<PSgIZ9ZQbq=c=0R$J{((wY9?TikZW
zKVnANYCAXmN(?!}qWCaK<&L4b|F$m9+YP4<U%aE>@viBXmFy``<!vh>-4w5;UQOL$
z<M`#Ty<*meWlzlwSNVTT-~F?@^q_@SzD)Jw7i?!%e3Q(VKUr|meNlgSb4r_h%*#s(
z3~3vrp9cS&F!S%5l0B2N1z+SJ-+m&p%kfsrrdan~7p5$nG&P_<PVef>p1&sxc54;t
zwohevt#HU>f#!tG`?s*<s~pt7D(XLR^E{u2jWfi#B(>cFYU4W@O9eKaKHbP`cqy*3
zWb*c@RToNIpEB&%j&CShv*S49d;QZH%}y<edh2skE?m@z2v}o!b^8}d7Yi0$HlDV5
z70p_ar7qP^Paa<P=HZ&uW1I5w@BV44S#P#6ZdFqJf6<*k3q+16X$uuKPOG2m@k3(C
z!zG*U$ZuU-!M!|RBc)98#jlj}-%FAnZq$5yO?YvCW#Nz64y+<#&auDKtoLd9>3+0P
zKXG8fl}VBtSE??W-@WfObBoMb<BjXiUJ<%c*XFA=JNXN@NU--QrAD7D&%$lKToG%^
zmrvWm8sz=Xbmn>K6XLVaEYdQ+s=Ok)`zwpu=ItBn=AV4?*Zj<a^rfE}=G=L2JTqF(
zongJ%%<8ABPS5$-tJ+~YQ(c|q;J<rjGk-h8*6uke(^T@t=6K4x*VjMK4o~QfIWXb>
z-Zc|{?oHx}P`;Vi@Meu*Ku%qYX^{W<j9=~(p8hRS3e~ykqZbquzG145o)^FM@9-^i
zlxG_Tn8xlos9v<BJ-z7Xht@*PJJU|OKD!>Jc3o%o%mwweO5)mbnr9w=x|gVaI3(a#
z%QKcrUA6wx`(OU8jLEeXES-IR&7_an8@D{&SQ%5qGHJRF$E@RxyA%wq1(MT@JH%x<
z=Q+-5cfKm7FJo=2acMVqj)2Sa#0G~*_L92Z(DZ)E+lq;^*k3HuDrZ<T(~kSV>S@O=
z=uA8E{L&AR$7kPa)`=AHreB&|)O+-H!6{FPBr{K|tNOb%-ppjWe6DJJ;g;qLYb}o{
zoxj_$ZN<J~_v3l&Yu?ycow3@Ve9!s$^-X`jCNN6#IjEkgXyEo&dBT^rzU9a)cY~Zc
z>C=?cXI||$P_sSVU_UK!k@HgN2`@fg^Xz@nEn~4H;;EDQv#ruTM!$Ypb34T(ZT-Ea
z|Ml83lP%_J%k&>|@9ncqWo2Qmk})?pIU(cf%F|}M)~rk1XjZ-Lqrz-~4V%`4u6Jmi
z`GKd%#wKK*LTs2$iJO&K;6eWfdzmJ5uRf~zLEU}-R_1f<d6Fg%0zBn6%P!Q;$ud+6
zcj&TP==*m1$G2u*E%HB}Hz@i1FEfb$>oeiJq^Ig86Ia#07CExPe^N%Hd-8JaQ(?D{
z)VUq);WS&>&w7yQSJ_P``IRkw52DwXUu0DJH*LOz-r2&2H6PdP`*80h`vn(+?3g=W
z7DxZ}sdoN(_@4HSlRmREpN0yn97^9m`Ql4e=@OnEj-K1w{uMGv_D->RsPG_l&*6;g
zPaH0Ob@_6_;nDUosT<OB3|egd_wh1Jn0fE~NhZsMbGT|+G#<HJp7+Pi_>m!x;0g7~
zd`<IbEhsoBB&5CSjJ9|1(zvvL>+)VPH3jY5Eoyq{C|~!_6I-+<aTjHrSjDOvIW_xH
z*a4>X{}%HHIP<hCRX?@okbUIlcDUe^SM-DVKY!hQ@PIQXME1Ni|GbqNM?ao>rRmtp
zR`8VVpM=4N#8A!JIp^vX_B5(5UJ*QntDe>Km$S!Vxr5rK_l*u&pWkd1Wmi|aqUNc?
zEa7AJ2i-US$x!g9oGdq?SGqv{!nO%n+-e^~CAeK`PE46U_w2fJr@x=6ubFB4!RYh(
zKZcuThU`4VSUA&U^MAvs+a5}uTHJc(dhdpv&5QVgYL^{M4Ve3?FW|B7t)%+xrOge-
zL3<UujEnC2y<MtuW3E=x64l1OgA%V|7j}th6>A;l@!(2Y;I6dfm}J)Sq*B%_9qrw3
zEcX|E*&Sobo>Bhz@#*DTn{swb|CcX$TwZylB0Tnj^wE%j#6b7tn7Wx2Ch?1slHNPK
zW*5KKb#6k#rY8z-8FE_Q=m_ZjsWLFlc>dlfgyUF3<EMk08W&`;erxSGd7x8h2FD5s
zh5R{Zes9PMn-<R@leOxR<ngVp-Qm}ITpi|p+!C}y^s$N~S9H(11XJrXQc|+oT8d@I
zzPLupFNtOQmpYm6M2f;==F~OZr{<J|823p!{E!UqY+Yuv;R?s(IhR`hOwjh~?JyMf
zysbXTZHEzuoOkYqd-5S!OA7N3xr@$=mkggef9c~+6DQZZ|5`dvXfA8hp4Pl}GE;kQ
z){H+jW_@iJ9{9++OD(*S#bxpJVtM@DXf@sc(f*6;%Y844w57=2+A6+KJEC*S1qQPz
zaz{(V&c0nT$5l{&F%SO=uWyYN`A>tU-dy|NB>7J3tQRlpH*TC#V_3ju@p#pD$<}kW
zjcwE1jV#WXvT#>%SXdpHeW7}N+r03F&y5+yqi248{HaM~cg}@H)7d$zdVJD!*g6;d
z@e^>lw`u#??8mLOswY;L<?U$F`loEY{J4;>@a5FMMNaLB%QO_-xq@cA>FzVTx;)@<
zuZ#Hc`>}mj+jRU2E%TMLwlCc@uiSCYU#-lW*Y1ZM)48Pk%_wc6+{RVWF@7F<gSYQ!
znjrN;%yPGST3NE(HI9`N^9uD9x4v$8T{u6lF}^%*>yChjJ4B+xb@hVGuZ42QF>Ac)
z$y)gOW#Fo#4_qDAL^X(1uwFgnJ~R2MlgxwXA>557kAs<Rxo!Qxb^K}6k-Mv07r0lj
z*E7inK3T@GdB?exVrMpd6lNFhS;Z=xbR_!Usa39>s&C6ziaj-n^Zn=URj;}2dd(g0
zde-~@vc2j}<BIQj*Ke)s`gSS)9lyYzueS9WCm(;9V)N{?%*(^cpJp69ZJ)f~tbeBA
zyLCr6*uIzvFL15CwEe*c_l2C=PZnC%EaN|&oXXT?cX)Suo@ayHE4H$1rjl0u85vBA
z0vg4;r~Z<uvsoj=IQM5@^DoX)8TPNjr!4raWInU=Tyb@)l79edI++E1xs&kerSjXU
z{%eYpt%DAvsQmkVyu0T}u;sqO%iWEv$*JZCu9pYiwpqjYxROO<iSs_k$Ndv6mfNQM
z3F3G%eM;l&Uyj+k>ys-sJ>x!55?>MYY%bUFqh?b}70*48n>S}8@9wYnIsLEoD}Ob%
znfd+06S;X$Ce|cXd`gmkq|fWmW_QHa=I80dlSO?_&b8{%pC7lDspI?}>wT(fRZ2U8
z+vPoEkLi2~FW%<=$HK^Wja|arw=tOySJ_FQo>Y}EpZD+TkLH!>)=$r`wYZ&`J+Ce{
zTYi7n=Gx!u4dr&tp7U0hSHka(&GBQ|d2`-|u$RBzEU59^QFr?1bKf3adGdPB+mbzh
zH@+yhzFoa<f|lNr1^1fnF1&VA?&I63H|;Kp-+PnuU*L~ZdG7Qt6W^C@`)nlflCz2B
zsrxFim?o2BZ?-&a44SY}U8`ZzY6jat<uzxUeyXhwn3SSmovu*5!imeG;@wl7>8@(x
zQaKsnh9?fkxL&v)ceU-4?he+2kNz=Ko#vgeZ|TRjc^i$=8ctSxx5^S!`|c!uUs9NL
zW6)8F98W&h37hwEM9&F$bV7V-=GFbWp-NXOUYkBmVXM|{Qt{9{*t>Z`>y)YkoAyQS
zZaukog5%TTPfAM;#BjbiX|5X@;m)fPb=tA+Mi%Fc16z3gCZ6lAyL0Yk*wl&~)3;yV
zol4)gDR$S6w!2HGp0BabTirN!b&cD>SmT!G-1AN2mK*Hz3;vN4n470lbB*0A-Mc?V
zx8~TrKA{Rl?&tP$|BQVvpKRdZ3Ow@eWxBZC;<kHk7th~Qo)GhJ^Q(tn<{V1jI<d$;
z_Pd?wWs@@hjTX{k61=aL$6fVU)4zoKMeHo!4(~a$-@5ds`)GF+f6@DU@?P@2oS^DQ
zYE|JW*>^qPXBj7Ji#=ajKT}IuJaA{;((=F$YBS{+J>GYz^)-2FKKryTVvdGjDW~tf
zZ?W4gqNBt&9*qo$I~Dfg&jps#Hn&?}h<<Rtxcf_J?U}2Qb5dO0_srY8G>qx)6Q-(g
zclMdZ)7a!9KkY5M^7~oB&sf3f+Ey=}88;q#e@QtZ^0(ps)%$%voc~quUGc|fPmeF_
zC$Ko~>CHXEZeV`s^vfod4z2i4%$@=&H<~WIied;(E<ewmFsW?Uu~+;~<$J$RsEHP0
zIi|CR^KZV2;|kWwT%jW^zb=F^2p?Upw{gD;JJX!vw_i+s-j>w2?vS);n|SPT)Srn?
zQ#Ct2-|9G-w!(<DFkrQ7D&M-6_N9GqQ#YPc(5m$PVYIJ&^(R4#X+aS`PpH?t>e%ri
z)xqe_gS1wkM@(g1F`ivQPKWlhs4^{@x=VaX>%6>HkB$RDH4zNO7BeSY{;@RVj<eFA
zXm5E&&RK@Rzg83<Kg>VXj%$ag`Bb|}>v<1;IdIDTmhYokr`%WN-VgZ6Asc9QMTFh_
z*0Qgm6>L>Z*BDvN<RgBb*t~i3x})x)c2f3ve@YB_<((exyAif)OZib}n;n5AhPlt)
zN_<|+yUp<qgX*^jla|d3iw<A0v9OihJS%o#o#NluE9GMD_%yPY*L@L{i#ad3@4&`_
zd(F4Q<)&?xyK~T*f8LXWvdb^`zE$25eEzsqTh|iDz~txW(qEJYS*skKJH@-8`teoc
z?F%~u`Q~sea*$V8uG3n{X6LCG*|c-fzK9&F<ND@q=LCKfdOc&DTX1~U){s4J^PKEF
zuQ5J1`gXj-q_D<2Q1%YX&fJW@oF4Y~4j+3L%{}w`%U+K+W(V2)z6ITR->}V<)q76*
z{s~hH)<3e|`aZaxYjI7^A<K!+uK7mD&e&!x)PGPi{KntXb;=v}zd3Ft)PFN+wrpqg
zk0!}KKl_e+D!b{tE@FR;#8a_Ei@k}xPgZS>^!L}0&n~VgP<sEdcc)9tocg7AFM8O&
zw_G-Jk^z4}&(#mTX*!Rjx4tVs_qq3(u4r<u*c+|9iE{OfmG5@2z3Tc>viHk@FZ(mA
z-p`)g_iu`6(Y(fO>nDcCEBn6N-}SD(s{G$P=X2XX@JIjsynF8%#p5Rz|9_%*-9&!Y
z0~7BJzt1QfaJl~U3a8pW#wI<3`CI39YM*0K5x%E!Oycvp-o+<xDXvy+@!>g^{%6U8
zR9@r7bJ!#APq6hA3;C?rGrwDg&*rZ{Z&N_R>)f>m&X`S{xZ+ohR><OGO{X=AA~{-k
z(woI9AIi)U+O&{sZmYb0@X2+X7x3kz%GEAC;jzl<v+%zyEpi1i9%Uk;Mzdx<UU-@L
z`SzpSoRcgK-IOdEqQ2QYkS<zuGj+npC5blb4SP1Ym>#~6TALKnQeiJT&+nLRX)nhd
zzfC(TkNo^oz3RZBYyXz7K5%Z*fzZaQZ+?ldWRljXn;zcS`^)nFvHD*>j!d5Nc3;_P
z+cVc+@TG1vTfM9Aqnn$hnRx15hdh>WgT@UT?Ssyl|9x5%wx(*fP<YG*uP3nrJG)LD
zF<8j*Jf<mh=Z63`!&w^p<0o*wn<B9K2%n?pgy^NRvkG!+ZZ2gGVKs7Hk#+AtipJtg
zA$4xtXMaE3+%s{FfTi$6>j#&YO}y&5RDb`QxeJOl-`bY#lMjpLzAn>{CBU+@_fOT{
zyLoS??7#eUcaX=2)CmV2ZyGH7<B+E2*2TRhWXtTPLX(9~p>INif=*cO{BrqXwuOgY
zoL%4a%Z!mHPAn6f6sbLH&XJG59<(>7WS&|1?E>S;%e%rD7ahqHmT6y=Kjm@k44+sh
z-ng%Aah#5)moTy%lycNw!d}vSKi#b8${k4^$s)Pajm*2Jnx}0oG`)C5^Yympc8zYg
z`Hr^8UpW#Q#`k~i2i?XMMpakk)%_GY{FzrRR@L?{mRiDS$a1Se+<B*Y^aMkluTFf`
zOD=d$X|QqmXd7~*=GwxGG0dNW6l`OQwqNJJRL0s~nX%pJ(LMuZw<FC(+$Zd3-*J38
zN3u%m=cjH?u4W1MjwRheOLjV4DM?VzYHGRl^w6Px?O(eSd_=0GO<GL%ylj8<<Xdvq
zJ9+K;tIr*evI@`Je=Jh?<^Cf%-i1}R;YvP<e;Xu=d_GIMmbt}U+jy=qhufHalk9Zv
zM)Tz+oc3|y@}DP*_`kFZJG^{x)t>q3E@l}CvZmKEA2KhJNPiw_?zg`|V?I;i^sv*Z
zE~Q*k-Yt2~S$WpRIq~1u$I&UO%g+41yTWAI;=%_JXKvaW8vN<8?6CT;5fQ?6<ils~
z*sjPKfloyiSJ-IzhTh*1f30m=Peym^oa;58?7AI{doCwBaoI>uk8JzB>TQ@+$&U9I
z7fj9nC%xD))mgKqHzR;wExxknWP9HC3s$QBeq3KRHY@HIO}-VVw9&aaX_wmODNhB1
zW*kot3t6$?vKecOMe-59dmBt|<v-bQxYw3#7w3_tP4&q?ULL61nx+d{aU-<YY60t+
z#91<vci6fyM@9Hr>^nMb>zbTZCeK1_C6_IzO896sqx<wrmol5Z*OtmR%w&qv>?(Wa
zV_$n$F4zCOl-z@c*r(Iq@I`dbDL)`)zUPIP)#HYx&&2r44)o<|Sg&fSH@M5RuI#|K
zkiQ!PTwca(XDB%E%5vA!hNX{0*rTKCVxB$JW6$BJo6IcM)$@jPN|}$o--0JnESYPC
z=DA;<=fJu7!zIoszH5Wtz1lr#sT#ZNJHKhWR-C-(wJGG#hmSjRR`#-d{_-bhWuM&6
zS-MB{rL^B^)%GeoKKaXgGidGp50*EBem&HmtNV55!DmV8{#UFRIU~=;{7Z9wD)aEz
z=@37+Pfc@zEo*&Un>)|6zPdks#hg{@jmMO#gjO$<_R{E6ZqA8mGrcr3O+v9Tr+G=l
zwe-E`UQbEhl-A7U;JC=FPF<^6>%)#E?fX6)o^tT`#uM#wcfb7RH1GdkcWAC!vi-w%
zwh!ApWj^1nox3N3uen))@u|g$1b(i~rasHI-d=cl&&)G?mQw;<7Z;v3uGVUsI^kY}
zMu5rl_fgE!p>M4J2k1mP@@-D)%XO_4ayanS@8}DzmRXF_dt0{MwknuA>(Y#f^#RAj
zzUxjszCH1fLdb+)4d0(ssBx|SaXEKmn_0rdzT}o~U$``SPxx&uRh}4Ny5ZyO3(is#
zgn}Qadv9FK!#}IiuRneA`-u<wt5+{v-(_gA?~&HuD-#X4IBtAkz3{2I%2w>lPD8^M
zl^2g(y*QqpVXm3FLxx>+dU^PPw{t!#74D3_5|!Y)fpfx)jg$3W>=X)_YA7?gGv#;|
zYmD!W2RHm5zMT}q8pCyJiFEb4EjRZc@3jq|!gAnO&*}zg(RFu^`LN#U{<V6^>Z)}b
zKMkc?4TQw~WxCsU2*+B5Gn!}J7ixL<wj_!5&dJ+~E01v7oLTniTOQNrGdf33Yd!GG
zNnG}Jp7!FJz5bDf)>S(VPO+Ui?V2unxk0MJ@w{m0ncFXPZt-1QS3RHq|IA;Cx1~->
zysUjbd!5el^E;Pm|2;eD|LdJ+%UKm({&1S_S9OqKNeDyd2H*S%`4$KNN(HK)cQh$p
zywp;CZC$13jZBkYjPC5-Z{|#la60!*eZl#iTAR<Lo2mYj6WlrH7B7#|bh|9ZjXwTS
zu7&*1c>XkmyH;Pb(3Wm$Ki~Fr$w#L`*8T?pe2(V>Gn5{m{2aKtSk~)ZeO=A$5(g!p
zwxTPxED_Jw?cR5_ay9?wOGycV5(a<w?_2#<Txson_O*p+T<v9t3ra%P)@*KgvYy-B
z|Lfi|p}xAHXZPI#9{dt;Q23&KE3WSB3E78bEZapEOy73<)T`cyPHN6u^_e`llkOkq
zIwSe0nZb4X92cdM%%Y^2^?zJe8b0%$Q^#o+&$h-ORzEGhh41IJ^;fJfKYsV}kG%GT
zIjjCY?_JC${aj;R!n)4~YSR7qf6p?oWd8m2vEhj|Ii44aUtTtNQPNwG@!4kQS!ON8
z%AEBrDI4OWIalUx(wTH$;P9tVx%J(Nf%;APeTgeYfBa60nDq76>7<Cg+kfvjZ@X%C
zICIDAyLU6sc&$Axuy)ZD$@0+ZSr@*Rt`p^DJ$i}tZDvNx+5LQt_3F0kY<t(Am{PaN
zwm1FpvaR1t9yQ#^@xN^C-YBSZW1icmmdy1#zM1^nV$GCsdFl4*Yj-ZpOMBqYXLW7M
z?ZaE={hWL4)@70Qybn1!yXHUVYs^@1igW$td2Z(S{I@L6ysgtIQhmMGdUxKB+Mmv`
z=1oQ3^{Ll;yR8Z%&K<m0`q*h@!XoMNXV1l^E&d<mS)_L*a{9x2-jkk7i=~JA``=x?
z^;wOFedOA$c}=Ul|2AKZI{wD)2m9)+->l9)U%j=ebJC%#wV$i!uD-^#G%|nHHLb#v
zd!w@51S4*_hStyOemuwc@tkhuPtkAm`nY3c7QK6~*Y{bEk0JijQNbHC^xr)SC@Q*c
zl=h`_h0O<1y}lJ11y3GvI6b(|dHScxyL}$J;`d*@=YJ{It!Jxki&mWhYj%X}6HeP1
z=T7f?VJh#Pc)<QrOt}5OTOZ%PzV1Bx**~7Y4TAZ665XqgsLIbt)L9iOFY4Rk{n+aI
z+W#|~m3L+Jf4sMUFK17~3cU@F*#a;BxL$3s|G|}2j_<cMPX424#$}y<;nCE+8oer9
zt0!qa*z@}8y0ClY&$sFeChxU<&la||CE*40r5PtC-FRJS!g_o4_w6EOPer1?E-%**
zD+(2Mh&$io_?mx4oOkJ~9JgMV>SYB>gmj{8Jfo-V)Q#=>H1*Zq%9*EcTE5s8d+$Zv
z%xKoz+<V@>t$Xq|?r>ws?$+6x!{4(TXo-j>`fRTY`?z9nmHobBhgW|;{^iL26;<`t
z9=iAEa%~EB%us38c<sl!(Er{_h5u}#EM2Sbtl#{ZaemmYTH77064fr34o5d^RGPbQ
zIcvn@doAa`uYdYJ{E!>>hDYUJ<fG3%NYp*BEqr6-hpHvNZg8&SN#cIIe0j0%ffu{i
z-_=dtoHOyfm*(N)^PP)t=W(7=Uz28eQL$dKg>lW1bB8n9kMt}OWPW;jN}uDGKg?%L
z7@aRTWgK|S^iZzs!6$F#*K63Kw=6t(%`j6depSTtwLKxa8*3UjCUA%;C7xZ)AEI+v
zp5?F0>7@~08iE%+p5~#s;@*PgBGqzpTCQj=`jYf{`o#6&9^#LF{^tyAp7_{)XPc>u
zvB|vECk~5lR0z6a=z2b3&7TP$%ht|1aPnh?%!@73=e?GCPgHWyV+=n3-0G)EhUoA5
zO(9Zw&DYmW*=Ccme#$f^VXeI>OShECv|9Wv-s<4~OVja2v&E<0YTXNy&%dtGy|AI<
zr0P`r!#q~&Sffrf#yEWse`x&s{u<U>ev1nhywm5|A8B`1tSvlq(n*fv4@0EAY=t%X
zqTG-7Yq<zVmvzc+Sn)=5{ka(x&Np_P%~wwk^S#${h+i`5--M~>60Y37Fk^Da{Nu-L
z3g472Q2Vd2_)Sr<#A)|XYx#Hl2a^6cGF{s7WlnZNM_<FDphwJkVn^((gGA;l?P<;3
zzC%sAMnT^4`0BF6>Hfu6OZ>UM1lik^Es{E_^&<XDZ)2Rk+dJMbUNzVMCo=Cfy6w;T
z#Vq9cu{F!C^L{Dw4V(2Q*sAiUlg`W8)|HtLZITYmNUFM`aars1w#ng7HdmLZ>#s|y
z`f>hB%VqBWr~KmVJm#-^@kDga0o~WjUTV(WW3gE^{nyLv?=Q}O4@t1jT5QL4D{x*c
z@47$pw=FhX^<tsy(_m*G(Y@EVFRn@XaIq}pdFw+dccl%B)#@H9T>L3z?e+BZ;WsPR
z{S}a(-*@Ow$F<`JXZ!hibNSUTKDf8!_2XxA8jb(|x+v7MJzD<q#8-zC&S%%I={l$!
zEq~d1srnYXb9u8Zj}~qIT3GsOOJLjlTfcT>KhKD)3_AINVO3+<f%qxkCOy2F_q~31
z%8zdvEn5FqPv^Pr>>1vXq_#A?tbN&+s#3kZQ71nvc*V7R$@8a~>B=V6CqH~SG3nv_
zN&h<q7tbx5_n+}r<!R?i|MQPJ%HEy5p8qoPPx!@iyYoUOzxur+@yk*Blf2vqy>}*_
z{`quABG>%KZG!wdvFCU%|CHA#OPP__^)L8{!5{Y+r<=Bgy<%<oifcA7_}Ke$N$=UO
z#G1Lc?3|n{mvgw`QHi{zEv2ruw%?Dx+SC6b!y$CTJEe;16BW_(JU%=Nihfzmaqlz7
z_mHLMh4%dI$q6vf%=>Ws)_boH%WTS<U1JP{CAv;o29!-I+`_V_+k#^b^GxZ_>K>^(
zVq^8?)ekN2v-|r+vF_x~e@od-<2K&n|M*v+{-pDqn7;K@9qIK6|9>dn6VH|3@Vh_%
zlf3ZZL)MPdz3Xq)%LE=-Y1!CYzjxdJiVtzO@7CumxLd#HcmG{^g`e%~Z{~hd<~Z+Y
z8y@m{;s>7<2O~s{#KI3O+V{n=thk+L#m}d~9`2oD$IMuEy7$DfNj9d<Jo5I@{i}-X
z1)sd1)fir`bO><GoukUVN8-zq?&@s^UTQDMtB<c#X{^5A(RcDb_txm{>vLqdH_HA^
zI5=x>@6?!R#i@7a|9R%QRnw=gdsXe->3@#xTy@^FF4#vmD=22o$8W|b^ZzW`e!=UU
z%6?DtPL0KXk50a?75i(>lkMxynX)Y3{rVNlvo{~VC0XB2E#-**=(e<YY1xCC?$fUd
z7+GvS`$Woq-RiosyVpE)vapbnug6Kd@Gy3pCF!SL{SeaTn7PSHXh+V|Ly<{y^jANg
z{6}a@j$+Y#?bVOH|0hoJc;8<c9(G*(_Ra-O=VorQ5)V0TxV~3>+8#Tuj|FS5OZjD|
zmRgv+eSA8`>t({J3%?9<ZrEI$a`j`m&C)e|t8PnYEw??L#QAZ<CM(%%3a{Vk_U~TT
z&C+zjx6wU#LYr`LF{5g&?FRliZ1?-#Idwe0ys1;#wQ16e^^e<S8&)$-_bnB@=$~qD
zX?<DJa>lYV(kq#JH=pBQ7Uf^qWe{Ac^Ip;5I@kQP<J%8CT@>IsYd@P}X{w8f+|Qtm
ztTsgr(;og|o@17H(r~KY>)WC%&-o6NeVP7q(%v0W3)E*w=+-@)n$aj0Royx*(*M{Y
z#$WD-Q|s(oSzA_LnwK8%tCr!CyLr_Ht%vgjWv_buVkuD)Oqq7nqTlwZh<gWzYD`gg
z#=2LsdICzb_*V*CVwjl4v1`-AL#gw5qP7+{9{MpM@Bwq~yM8_8wV!g#mo$XWm4AFZ
zqgKtZ&g#$WLkfEWug9_V9L>13>P6BLUV~@Tj^|do<uveB#syxPwx>SMb^ZyBw&t~;
zm)~IQVqCVC<)?PhGyTR799^~>7+W4jxIV4uZ%TIgwI|5(<?+cjnfzOO%Ga(v@;rj&
z<97>r0m(Q;le8V%E84l_KQ_)PG004JN_zA1(5cYJS{u|#j%k}Sy--YXRN_*$m>R3b
z>>eO;s9^J=Pi#sP0w3unC(hn9na6ft>a;~OT{WB}r@d<mI~U8^;bNl|-?b_&YA3(M
zz12dJdTTx@@3Wra#J*z6ya!Y6v|P|Qb-Lh5>Ysn##Z0#U`P}wa>{O9%QxI3#hx>O9
ziuB)RU%F0(QM+a1QulpMJDN;Gp8Y)VOVu&q<A?jvH_m^q&)>84|DKHk4`Pzt_|yWg
zKkvv@Xx|~or5xv59<Tb_`Edu^5{3f)bK46`1a>tZYLl2Nt!$C<_3%2uZ{3&QIZu4?
zzVudTzR~<Zm9_&pl{1tUu3Nui-||3}uKLCI7kK2f6~#MGlz1Nh%1)&7nO;`rjFUy2
zE!#?J5+@knUHE&_I-71ur=E`f4Q)&tr=L6eSbvwm!mfo44htVi{O$_h$*(7SQhCJ$
z%>t8En<niQGd%UUMaA?He|LiHPf_-=<$Q^J<*C224%~a?EFW5-C>r(3`F_NCzb*6b
zrta<KPg{SZQ*h-MugVV{2Xi<6{^}&jzc$l4W2a_89ha0w>n^ne*B4ykc$s@zN@vf_
zBqq0jtvW0C6(+2nqqf59U+D>#V+^s!EI|vnnA>iCbZXpWzdb*9r|r2re?Bs{f7W>a
zbHZWE1q<BTiycnvyn5n$=<oCLXQ$6O94@nd`kWovX8(3c+Z~<qI$i$kV!5-A=l)y#
zhHd&p5v_L@&D+waOxJy9aJ!>w!}EU(x|Kbx@1LhWDP1N|<P)fNK0BmGXX=6~fe7!}
zE^iHu_B%h0R@|~h-*7ea?5eYu)HYjfSUGpAjyT^Zi;Y`2jh>0jxXQR>f5Ev+ZpoGV
zzMYRwa9r)fw0IYH+p-TE>ekIXX}{qR^XB#mxvek$JbIyds(aSP8sl|;=RKa#Iwxyk
z;)#EoA4iM0e!gu~av?Tp-g=2QOq-^@J-zmh)`MjqO+LS^E7|w#V&%r_KUe$CsfB;-
zpKtQHY{$%^*TKK~wuN?G`qK1nuC|101ONZEhGph?UV1mqPhGjgi)m8<uWfa~?4MG%
z-lR^s-N+i!)D+>B*}AI2>Is98{i<}X@cff;M?JG8`{!k>c`mVCAV7U(utol|8zC!K
zUUD~iS1wxA61_jYuQ9EBPtoFzqjBE#%m24$a5xG@IH+0PcvY3uzxCcx#y!fhjt+mO
z1kaD2#VGBq!5mam{;#EZ<q7Q)^%d_06F;9lZvO5in}@7!Q#;4x?GF+y6pk>vPD_%0
z(XnvZy&TKSMk~&LN>!MkyUWJp#0C$>gJ+ljXDMWFE-Ph@J(yKC<EAC&Yp1N5mKyGp
zAC>p+ev}a-e6?S<Znwyene69kst*3SQ~4yxr_EL?()ho!KtbA*u;p%-w=6&TcZ==m
zSerj9o(NW^G++4quv4}F&)WMz_pgduFs+(Y;MBZgj;E3QiKd8{WkzxlSL54_9L&A<
zoa>nCx9LM(&QwP2YwI71h_$=6-%XB6J)!w!Lzv_|$LVqr{VOu<Req?mm;SoZcDVYw
z|K%SIaRI9in4g>EeS!Pbl!~R>-a2klUc)_kclb#ItLc2rV$SFIN?#f*QC+fQMhmB#
z-@%g~H<U=M-Q;B&;lEL+?qYP6<HK;9CE`<Fa4{BIeR~))fzOzQdCQ;Hmj<u$y$k0j
zb)8uL`*Px}ZC>*mYwPcB+8=i5?6<#L->*M!zw4h#^jYOQ22<TQ4zl&I=3iWVRoKCF
z%f?Lc_6sd~Qz~~{^hn~exn{xP&2^#AlutNpwb1JLOx^x_+7<D#rl-_aFh`$Ym2uwm
z=pZxmsf~Ti8&*rbx8PC~Zju*s=TG(e7GS)rTuw<j|Kp*`Pag{Hj{k1>>Fyg+#*sVw
zoG+KoYw4>8^J@O{nEF4Jysc@~dgz~L=WiX=1)e{i-@CYZCHwEzYO||b^W6?sxt?FP
zi)Z_iiZdK?`b=V6Jq5-2hs`I(zuI{({9(q6THD!Y7OF6dw!|<8$LKCvEtdYX;_<^P
z+rRxgTDj~L>#jT7SI5jL-5DSM^pHkg)j8prg5}f7*I94>c{%2tV}s#F>95<g#7&gW
zJ&n5?<{x<X2zTwf%-yGsKH=S$WUMiJn%&~kf3r)rojUq>&bw5rUeCK{`|hr}f41*W
z#^%N6rT+ePe7}`z)&3LJx~hMUR_oq9d7=6&Yb)b#(R;67OHFw>w<E7|{bRP&>6Po{
zuPx}|>vykOZ~uDU*LcRK=Wl$v?w4PmyHV0B&8J*^cIOoDU#}l{rRj*foIPuxl5{TX
zCd;ZNaS=IeQ#y^0rZxG#t;|bPX_hSr-YCiWb-uRQ<J<hoCKbImMQ6{HPw76p<@EWC
z*qOzm87myFh5eOWyf`*0N9~oc^pQs!mn>Ux$nvns#v8(wH?59{&HmWvr@`iQ`$(wO
z%sDf^Oi41n@&E6#B;zA9{K~~=XRa!nzWZ`jn)&6Ax>|vo8W(77nl<;N-PMX0T^k?P
zX7+6OeL(WWkL<sJGc2~vj^Hd?Hg}(5v4+kH?#bI3qx@yLr>Jc(ols-7Bhck{4u{Tq
zq1|cAIbz%jrH#IMJh&li?5HXcp=VoM<306`lGv5}l_9OhO;uS9*=r1RxZ<z8Uodsq
z^XUibF3DLXq(uh^>|=jiG;i{~bDJWv*UGTXncsHg;)b#nzx->yiY|_3@%dt4U&$nV
zbbZ_7=q+paZg2Bem*Xk4)#u;s#lrXY({pB-jyncAYfVgc?mEqB*>mO?r;)qmVO7U(
zF(Ehkx10T*uFSDwL+%2DyVswlTwQ<mByanFrrDK?PjhN6ssC`r^<1*EdTqfH>8Yki
zbw8F)caglWc}6>b&!nDxT5pOLY24h#xz_sEyKK=mM=!3oJmtSXt$z3Ix$&L(5AyzV
zw*5YO?_0cMp}d>w&p*i`-w$kh98_t2^soNX9qxUKHpYwnes~nN+x|K$^8M%e<w19j
z7uq{~u4~ZSe~A4>|IyX)?^x!3Iz4ZJ<HpZtvOOG%n|?9f{mr>+{(?$-M}2Yb%b9+s
z_B$j?KK{{Q#TGaF_@&T)uWwiAES`SN{!H@13AeL9Mci6*cfzTch1<&%7}i7|d6DMI
zFaP9Vs(!-NeYH)zE*0_~j}p=&8QpDEYjsUmDBG=yPcE<z*s3EP_G0R-T|ta#5%=on
zJzRC>BV(S(hS<C}bA!S|ABW^FR-fdve$B%<Z-oP@Uu(X)t9^QVe4N`4vmd>WcxP-c
zx+?q3oBQ#+)gh-Q?_SXK%22ue>ms{2?f;9f{(X4+DgS!Q<n3?fmE4=h^^;L3Bz3LV
ztLdVzXZmluSF>H`QDshQ8Jq5+*|MLO#-FoSS<usB!zCcPeWK*&{Reh_e$KmQLE%mz
zgNy%D>{@FS6}K_nN>Q84wWutK^QZ8Ra8>nw6aTqkPxSq^zAJHf?R(1YcFC!kwQld4
z-!Bl@;C$xgugyF8?XDcFmsxkJcES|)|LtdM1wNf{d)Hj^>*`MageP|T-xWPrcUym7
znER^w?K7LVdt;g!s&}^RneP2#UlC_+bcwWIxuD-i>y)EP8alJvBE?ULMz;q{^xL3&
z{dJOBbbGGjafhYbA1FDv8TwpxkxjfI9$mR1_qmAJOM!))r(^RHt`(%cR%qm0C~)n3
z%mq8IgFcM>YF`=OUR&CtC#|UPt0A!G@4f0T$_10Fr%5zEE8H+eaBlY_-3MocQ`rt*
z_`B)%O#ih)@yT($(<1Nwa#nrF6k2**=FL&=St1rC!3s=#di8#_ip}9`dKS+6SoX@B
zUvK&XwF;v*5`TToswTW$cA>XuW%j+}d49bz`!}f^ui3oVXIk^SRR2THmfYv`uCYB@
z>i)6z^;E9a2}^fu5_`|}{BelWJgfOzkJ_*2<k>TWH>!ER)TemKe*Hr;?=5cqv|i->
zrv2-tv-z1emueVs_&K&u6DiL%EckLgBFwOQcir55?lxS3K6$B+LK=K>KYY3o5+CDn
zEY|$z(<B40JsU1}uFn1RtK*=8%g)eK3LdA7w_ILeX>sH3uc*nwPmj%)n3lkMW}4=m
zi^AT_`Ueh4^nIPdX1L8>>}qm@^{$1xZ?p8-o;GLQc|KcJ``0u*nZN5@4yx{Uop?{u
zeXdp1rX610Heakx#+wxFN>}3Ak*@U2n&+^s@W)%Z5nXB5d&={i`(=H<82wiCY7Cnu
zlN@6zCK@DB+a0Jn`-uDFfa@DA{CVEq5}9#;?Q!yb!@3tb9*&tk1?v}Fxz2s^dtuzG
z#}^Wpx%XtPYFNc#RlzF4;nlg3IqHU()xL$U3%fF(FA+Yr^5NvDcOnPZ{bRW!KKc2Q
zZyPLFg{D`=Gw*a{(5uk@`2ObNM|&*SZdS8@wSq;RLw<fkMQ5>rEXUJLCs!KJac}06
z%8=qT4D=6>&^XoR=)=&;rkt&GtVQDR*;Og0je-uY7Sw1yZW>U_&bU_lL&BXM9>2oG
zPnrk%sU&|)oHBXdl$Xy#{1i9Nj@y!;yg%dNojD;9e`IpDJ>;DlTw`PW_wv->TXJti
zKl0pvyK>gS2RAs%76x`Qv8%A#zy0^%^q<X#?)UVW*eU#xzuuQWb@JQK6K2oqpZM-w
zh)eZaPlbrqJd<AQLZN_CBdx}!LnjT_AD1|-_3!ycu{D9Gdh&xq6PevKZ@f{p+-Jzz
z`j_d>&4;I1gdPVhNlg%wz3)>L*RW^{>&yOx*LTDl_p5IZSr_NHN%wosvbo)Ri#Pr~
zSoK4F=Z&`k_m`h<-hI=X>zyiVtWAo(X2t#_n|UqimuoCPJwI~rca^Br`y)M$H#H`x
z&NDf@@ug58(}F8z0ldmSb3z`3e!nw+(VT+#uvZBj5uZXQ7-&Q+6ujx8l~FXajickp
zqx;i}_w6#4ZRc>1?2EHEIh4{dV_M9Lw9N_@E-@L;e;ji>?sRXd5Ze=G5sN*XMV~v>
z8=ST_=-GW>4%hH+p5DrFa;HJ%%Zdh{JuETTQ;VHLx5#uPi_R!e<P_jJeV*UVS;0}G
zQ{=0{jM@X|HWfUa@v@NX;rqUSk0<!3{7QSydXq8YDJRzj-a3w^e@p$Af4OpkW!uJA
zza1Co-JM}@tFQQ-%jcrR^Ssw}+iX*RJKeZ^{n^dK^S&+q-^a9O@%|5ziT*|_=L>(E
z)Ag<U$5+;f#onFlQ`Tu6ShcMuNp+X4-T^N@(*tu-A79SBbd)t>VbG14OluyMT>N^=
z()dQtlkMUOZ|6So2p35>+sgJZX6@De>ls$R$iMeL#lLR-^7NvnW%9ZQx_DNHYaY1e
z*Z*ei=I#2GH;W9ae^2sZdTRA{-|6BR>9=<8sx1#UU+**jU2Y}M|4-}koHwK%UYE!8
z@^Rdn)zQ~$66R|v9-epePs^ESv)(q>FIjzidy1L;;?>dDLsHMZ%L@EA{fg4c;JUq0
zDyR5Xxqg=Zvo-7Dy*08vw`^H<w<pL;H@&^}%YnQ0J%2)4{(Jrf!YkRO3n%zbc6gWD
z61T+O;kxPjzv_EScHRD7zj?O3+xEHt6Vu*Xy4zp9=F$Il-?htczn8@e^XA?D$>07@
zc=!6B3F%SA|GXCzUjC{7?~~YZgBSbE^z=QB%Em4Kee1w{nIp_m-#6#&II+w6{U3e4
z))l_5Cluek{>i9H|KXqh-RoZ-`_1{h{(3Ke$-#<!@1|~jFhAj`7F(H94EMkH+lszN
zeJGFKsjC0x_+GI;tDnn%xu-Am!oI!U=6}P6!~D<XIreAEStzfLH~qgr`||ptx~~Uk
zeyh$p82(>2b3N<)>Cx-I)Wt?|?_1CJJMDe={UoMC&Kg@+Sg;GQPUL%@b>>t)XVa{U
zJYl(QTr)IgewLm3Vre3$hh{>8m%NLF%4)BV%p1*~TQ;VIIvPYyoqWLI^pxQ8xN`vy
zV^1ZWKf&nL%gu50{_ZTn688cg`SSUHmRys#aG&So+O_w0=2*(ji+*Dopmye3YWmyx
z=IcD9Ev_V)r3KinneZ?2O7$XchEub?zq_NCH7~tgrs2f-)LzHEJg21MRTZ<A%kAI2
z+J~)aVK%3hAD{GUS^Y0cN=Ik1AKTg;s`mAX+PSP<3r;;zs(t*)qw3Qo#q_UCYjjtp
zHildc{dz5Arp~_{Q})%@!q5D>{C0iv)RXtL%`Y<6@3OV}{`*_g{y%R6Gf!<?lk}}@
zjnU3IQ(E`l*>@`C-kcq37aln`Ka81r(&4|Ks@kICp=zau{WA><>RNoS)arR1(6|0m
zUODxoL*4QXr&2!lKlYfy`73?hoXX^>o?5!!KznGK!+m&c5ARrV>Ql5x0O#Hix3AwX
z7A*ehK0|J`;G1hRZ*5+s>i4B{d)UlBQ~rFt{NvR(t;yB9rb>Sl_uu}jdzDX_^R+d{
z=W3@PD|vn@b@P^grR(lo$l5t+?&-}H!k5lHJz4qu)0z4Mc{Bg%o}Rbo=*xHi1j8e~
z{R)4a?<M}Ff5)Ls{lDDbO#6F3<>v34N$)qkah)NU`Cw1#``U%)H@#W>Pp~}VTlQaN
zrqlm4|0>T*x>@g0_fn=LKQO0XcKe#zYaeoYdaoZ_Epl|8xLeQPUe}GkUz+5}?<%pc
z<IRqin`!SMSbE~A@y}+v=lX?73v9mk{c-$zR-=Byx?1CP_tl^ApYo~Jot?XXGRw3-
z2e1A1;hHU=SAXGlcBXax2G`Yoc0D@1?9ceGRnFfkpI!XxR=Dr)g7Z(lZaVdP<Mth@
zdzt@4-<cG2%lXcvdx1M2O>23SyE@Oa(p~RP`#!53IfvCd8N&r1J!-7!@(-&2)Tz4Q
z56_-${zWG?{a?j%s@Q7Lq3tWL+UmV8<}BH<R9S18yxt35*}&2jkK0z5Zc1@HejzZh
zgf;q&Y>oo|s*D?dznp7ZF-M`;(fP{Jlw)lxvh<Ce&zZWYPD<vIUL?ksbR@2I0Za2g
z<*XSu?^b)-U#a9cRJVe|G-b0z^{R@S6PwogzqG!+Fm2{t@yvFsE0;I#;-6U(&(AVt
zO5^sa7UjLVra_x_8yFnkzqXw_>rM*ma_*=dI<IrBeXEu#s(+H!_nvIFKaMH>g>cjk
zkH-zgx-nAb_jQc<_&q0|d-DIV$xE3Pw>d?Nb?=;7_ddFF(cuj$)ph;HWchM*|7~i|
zx+C<cYTB{0tc{I-PKwxF*}=Yik&K{l@9p%fg(to^^;$pK>>~BOQudF)*I6vGF&wN<
z?5rcgo=!Wqw_}QS1VhZZ4Ua$i^*>*FuWVOubH$si>iOnsAI`OP3f!Ay9`|r<SemxF
z@^hu*6UuvMbofk|Dx0$4m}#7&c8bc5$&UYg9SlBamL#+HN4fGXJF(2aKS{-XVJ+Xr
zLYZ^xz9_Vc#O5+`<Sjm@|L+jjS4NF<g62{0zI5y@RC0VNJikE2wdzo6Y^-a^I|h+Q
zHTUN^2ZR*rhB;X66XavwnX^Q?IicQvwvtoZi(@DEwx#$p1R32uk+5`GXv2#YVMQws
zEe@NwKKyIaisc$1{%>9RBNX>%>8x*fs?+j|At>7FF!S`OwgQs!3tdy!E;xD2DpBFf
zzXP4uvzK-sYH4~Ldfa{T^VSb9H=cYyf6ckVJ@;q(cm8s;xHpH<agkWbgNQSXZGNxz
zED*6imazHBj<7#>_buiAJx%Vq?x_=N0(NL<c|Q+z&2Wu>bvu-0>%4o`EKOPp+O3XE
zQn`nwh?>4Qp=2E+`hR)jmW94NPoKY$@09pc#jyOq>s>;%JCp299#`L<YZY{@a^<)0
z#qk+WnD6&!E57DTF!Vi>E$ybxCA`*L`O5~Qqw`+8Jap<_<0;qdfL*H<UK~_3_%HS;
zDr(2{ARl(M8jUN53zw{zBm2o+YK3IK(~8Ba9&en_uj-i~$Ho#VxqgMewM$2z>f_{f
zG2x;M%AQnTWoHo2bCM`k`@$2F!0_2frc%=W#H!1C|G6`-;(YWuYhLKO>+xHi{G@xr
zD|Wp0657x-yC{hx+(59M%ldV|vr>Z&$CVBL_kO(g?{itF?S{KnZI7)4gKmg)a#+M|
zKUU1L-)mA#pbfJ}&DITPj3jGU98z21`$X30LC*!jonE)LAO4;0Ix+Ldgl~U;t2<Y$
zDBl+8%->YiGJDzr&azci&#IoUzm+ocwg;b^(AP@~Q`hkJJeZ&;x}rqmKC_AOe!YeZ
z9et9iuP02rn7CcDQncyL-hFYtT$8#kt&M3}_FC09tNiSZhj(L*cW1Y`6_uZTvu>vF
zj@@Z?|6lCB-1{{>*4Q=Kes}gU#ogJ@q+^Yp)lK*R`nOJHpTe6mHZCK<q_hiGDO0~T
ze36>i_vh{8;FbM}VG7wgtMis|>+y)BK2PiN={UDO<hN#R!OInGcZ1Y2cs_fxiZ-tG
zlX!Snb8W_!O5>aH8qv84MK=>(=l|Sn?x?5tac<S>wrUecKOI4ySi846`?#l1dl&il
zeeSW6-8FMAxgTS_)SSI9^}w3dtG@RYJ(^_fr%-ZGGwQ%XwM|u(q951KusJy|c5Z8V
zYQ#i^!fQddye5?%+pyrs1kQzm+nZOc(Au%QO3X@OwwAyzj+5VZ=x*FB*%iW5VOoCt
z$y|wzyPeg)2HxYVeH59_E_lW%-TlpmAGhbqCNH12MZUDG;>+$ivTKbwlGEGGrT;Uf
zy9b90yngdx<AxJAAO1Hu^eFIL-=m|)?BBe}Smo}N?!Hv|uhHw$=6`E8H^)jl@9tW#
z`EdJny~28%gEtrMnza7W&s*pCtPIx|mu=Y@*|qz<&6KB37pHBXD;rbt!hMeHtUKQ{
z(%XL-J;;7sb*X;#=Eb=Oetv)dF<?jXML}&rZzlVvirOtNoid*Px^?>bPlc8`e)*Oe
z^6mRO`Go@P|K0KYyTI^IjB&HP{@jX>wjmmGgB_<|(6W5I$V%gM=c-K)ZygV*ns0d~
z&E}oOy@KQ0S8w@J{AL0#%S}b$m9M2w<gVn-z5Vu0_uSf#GVLz6O_y)p^K%`u$&>Wj
z!;Dg5fo&z)77l;+PF;O0^xS{f&o6i;2A6IZd&k=`XH^>K#NtMsiJLz!KO*XK?!yDQ
zzjq%-u1n{XyK_*p_WVKL<y)j;()r&l%yXzH5Uw(xSp4bQiGCr==!<XE+6q{=FOoRt
z?We4s-Z|&X$>Y`?bM%Ws;+>z!*xo2EWYGE8;No|+zvaYB*-U|xJ9|&u{Pxpi|L)%j
z&%Ji^{}taUlsk7{O4w!F2JMR#!OwVFVmO_gJ=h<pt#kQudHu1eAEqjX?GW14cfLrq
zrf9!YpLXD$sk@6+>zKon_C2);Z{q3M-==N2OVJ|X=7I)^j}GfxtWCV5PtMi;xO=CN
z3LDdlgxi<wuA3VA%#hghe8xM=Wz~HzZ?#tUz2tr}qwi+?w#GM>%a(7P`#)p($Gz{L
zcQI8<xu4Ts*Lm;l&eO5NMQ68VH)S)hFBQ{YY<OgDTzHId)%IO#?|dFB$RE)!@-6X=
z3z=8FRsMjS@bsHaJ)eX#tfn7JtvPxAv9$0pw`-e4osyatMIT`^t^WSQW1oWECP^d9
z<t+>34CAXUH!kFEOKZJh@N@V6)*B7Ihgxnt*nWp=<H6Zt#~plsYIpF;v-fP7{ac{W
z+1S^)cypt8h39JPj{>V2SF^MRJuegAV<&Xv=ceAqW1S!0ACoWmFL=q%JAc-#>$|0<
zoSeUD;R2JQrJt5Fhg{B`b1*|Ddf8X+lhQLf;%+K@Qa1WA)npf!Y3Jf+bKh*TTokm0
zN5wULhRQ$HMjQV>8Bua8>TNTe+coa=_r?iK@!Hxe?osJ1xwDM1H1yey`R{o8SG;<d
zyYR?K@snlp3;yxGIy=4g@LgyA`79@|-Bfo!x?_f^zjj&p<5%qNODo-H{9)|o+VVe?
zW$$F!N)ym@!Yi+7cN!O3o!I%lOM1hRsTPxLMa8a^9nZ;X5zDueylVIAD(ka=3yJSC
z0tJNxcQsvoW1!p<bmz?kL-$-^c6+mcIeV;|KF0`MS!FgicImROHU-P>m?dvG6XDP(
zu-fm>!}J(cF|Uiozu$#1PL*BqdR^Uhtpn2^dxUS{x}bGKYV+>Zp$&?bX;oI=xK=!>
z>=X;S^-lD{Ci8D5QqBoX`c03T;uxQ38Lk!APIPP6vguD;-|+L|x^Rcr`aL4r@@uSZ
zmV`I(UAP&?_#~(KrQ=U;UcGg9<7>;S-mScm^LgXdws-fq_$CyH1g4t@aK*%SMaJ{T
zojR>`;LW@PmwVVG<XW2NZ3x_WE>1hb`Sbw+t{b*(vU=|SGp4`1Wzj6PTafkd&E{Lb
zmQ9?$;NZ*tUYDA@#gV&ru)A=-a><&SQ-AP;Xm20WmEX#Oi#J&{^v>e#6rHcU!$5FK
zJDU;r!h^DFo)sM6_EyvAuhE}>x>NL!$oEwC{VVe)A3M#-d{W^PTY195s5eueU;gcP
z&dyQ#;2iH=$0F`XH}1Rn*gEl)^54<}LA;tCuiM<)lKxsHYQ7CAOMRl2y2RzxfptA^
zPMx?eA3Ik)xuPt7!`m)VUG}>(-DZDK$oU}iD$_Qxy!<MMhqr}7_u&|?+jl%p*%=u`
z^RAUHHmY9lekjc{Flo}oYaMgd{9RV?svIl(y5#`Jc6a8yyi}&5fOENdwd!~8tO;Zb
z)$GaPa1qIS_h#EiM$i6=Nu3SL(=KK|b^l@_X80iXq51D4uUF`8Pv6qJEcQy!lA}4>
z6VeQx7}h_%{L5|nrcW2c;yq&2RNqOzeVx@1H(l9%zIeo)=8LA;Q<g}6N)Zdw@`})S
zXIQ&<CewsNMmw*Y?#uVnH>$O4DgK@~vv2)fi>fEmkIl+rj=N3a=zNgK;C|pI=W+9h
zXM$=EZ8BtZo7$vrb1s_CS7m3jW=H??e<g~mXZ~$$O=CLs=T&CZiNzd=eNNB(1Fsd%
z&Xlp#6k_^os5bxJYqLp~lV3T_Q*3jKQe66Yg#-_KtB!#(`+mg*!ISH1w*|_zR67Uw
zs+||=UOeAi&Ow<a_4~amTv=|Msl0FYu3XFc=gGY*ajOlLWn9)hdfUkET=xCm?b)|7
zo<DizaiYY_uyWp;sLu+Im;V%>6<i-N@30S_?5?Fu*A{Piw3zW~^RZ`jOG4JBZpvM{
zXXR9Jf&W)^niAxtb|32SE@)f*HEga@v%nrj^QpdPiXFsv6h>^dX|vUQEq0|*H$_kJ
z%E=~?wRbsYUYz^pI7i5e^u$Zi$7MIpcV4kx%t(k|e~vo;!fPwl-I7cvvhZm|yGwoU
z-JN-F=H26YS^Mv;%$3hft}@nZ+-crtQ|0LYY2LiwCc>N7)qd_(TNaU&l+-17{g8Nv
z-R{IBGd{z*j``+>#`(8)`<{9DIJqr&<Ko|{w!-^*+(Y(0Wy~_TR?`!3i>E!uKI1RX
z_qE4`rOVtD*i5H6t;k+ny}Rt~p{v!c`KnPyT~@M1)9N{2Y(6UAzxV5|tB>?ravyrX
zTo>_T#*KGpzp)(CTN!`U?WR<{VoJ35dJRjze*YYEtz`+}Z$(s}^M2oGz2E#pD$|>(
zBF~B&^;7Pr+4GCD>=T>*nN?>_nB4yj2d4k~dgXvPo2Q)6k55rDtK>GWEpdFXdcBQ~
zzVHvJXxol=VUudizFlm1#2(4)>Kb_P@#fy(InB)OTfDY^y~Jwxb6G<RyJ_o{hI#CF
zSLijIy2x$rKI2VxSex1T#sxc0MZUgw<WP0w#u<h;CWr1nIeEjy{Rh5IO)6`#WVrh6
z%WMOK=(G99kMJK=;&Z6Kopy1>)%4Fjzl|*4DJ{1QaW_8{<~HYn$djMTcN8Uatx{XE
zS|fYcv3HBt2(DLFxV$#-np#<qUDqZtfyGBP3}x2*l>M+IXRoweL|j(%(J5OCD-Yh2
zR|pTh){@mb#gz5^;x)W~PBM0{y(_owz$R<=NNv8mOV)@=zUbIAZTdxSjqGKAE{LV_
z=E}t;@h7hV4cHvJb;bMW)x;g=58YL|($XoH#`ffmLSw1xZwaGZ=HOdf`)B@Fk5J<H
zDdh0XfF<>K{BeHk8Gd?pjFwJP7v%mF6iw-z*nILsavq0r<K0vH9Lm<+$P#EwU;H64
z&GEgOmyD4A3v)e@$@)_sL@b(e-04baS#2Z3p_mU|(<|dGws%_2xM!&JO=9Jqa|*mZ
zZ>sly@Y>?Qy>_qD={4$ye<j>nd?K}n<(avN_2enXw^gL<&RrYx%=pyK3uhU#WQuu}
z9MS@NKHmslxzd+q`W>a2tCvNvsy=Y)nDnWT_i^j#mqI12JJ+%H+}Pz+^4gT0;b#a_
z+*PMFFZZ2VQ+xE#ul1~VpS{<bl4LRU{HljuTU}%S_N`r|aplXA3jTF#9(H~8vyphp
z@_WMXgVzeavW5!%Pb=DLso6BQDX2m7$D7O7^R_oEY%)0+x<vBi-?pp%W?jo?So-<D
zE5Dt|Jwx&S(HSmP3=?g(EjV2N{N2(Y9=kSnX#dTY$+f!|(6Mz|FZ;0x*LV6DJc$v!
zUU1fa*~7JB3O|-9t=lZKcS}e15`K2q7{N&$=}X%4Lvwt^#S2>%XZ#PSy3k>${?ljg
zhiOXdq9UHpYukS0?amz?+7>n)rrl+EyH+G+?^@sST4YXmV)^aT7uQ<eEqlFx$Da99
z&5l<K`-!i8xKC-_YcG$OBc`ki&xt&@*8Juxn|5tsv+iRp@i->g9Leji*mJbA3M_6X
zx*hhe;<)Q(mU(K8)|BNxtY<ihR+z<|yZ>;n;QllB1uMS99lP&X_iy^Q@`~%n>>t1X
z5Uu*DoM+<gM?&@PClB_nfBF7H`(gcW<t2CQJ_-KoYyExu{Xf2)AIg7PpSVyxZGZA^
zgE#Sy-b>hRyR!WM`z8K&FBd9)WSsrO!Y}66#{|t>ktB|VH(VD)tysRE<<8XRl|0tX
z%Z%Ri+`aNCY*oMgo~LisS|Tk&&&0?3NiTewzIKk9$mz@6Azb&nOQWA2^3_<U_1jlB
zUv-kdK-ePrNbiH6MYIq1o&LCfYGV4_M=_}pHy_-HQ?%|?i(K2lbaF!Z%Se$Ok1Gz(
zoVH!(LHNYOS6SnBpK$n4`9rX1@mY&k2mS@Mvjj=(yDwkZ`8o0I@(<g8D=+(Il5yC+
zs;-RBL^ePDjnDDur>hf>N1trH^`_$X!M!(MC#GB7dlhuJZ~I>3L*I(6{~y`e`!+s3
z_Gi;JqwDg|8Vh@JQ=b^@U-&q;)NtCCt5Y9;i2riZ{dQPd+>!da%bv0V{<+bT4DS3%
zw-zsnp0xQv!tGNX@@sb#CNqEY%DiuO>;50jd(GFlADI;?x!z;`z_4QLE5+jXzW18f
zU20{@t>$+)oVfh+w(keRcm9^!#^QeReVTW{!d=>X*aKHf9$92*cG6(+eZ}%>{#)A?
zd@D{jNwdv<vn-?MN3~}1A=l(R$v-wRoc()o#<@stK_Rzf8;PUoEC(~ryl~6hy#Gjk
z=P`{Ri!Vylv#oPUw)l4Gs^}57WUK97@>0DYx!+&BDB;$W!4n)5ZzA>i{_X$#3(YK!
za;4^_6qgjGCgy@z`AJz^h6Y5Q$7W<`U~a)>XU7HAUoq$HUhlHUKKwcs-?er$e({`i
z^14wKZ>isR`w8sd-_>8(<io_s;?cP%W%sM#-jGDQ$um6^KD@g3`_Iqyr`}(F8osr2
z%EwQOe|-+ScU<4#>-)#zRZImH`TOcxFVsl3>WSw_TLmnPNn7#mZtnT#&%W=mdHCn?
zmv8&G|JqwKcgm~p4_~k8-~O$3&cQrJ|AO~X2mkN=yFdT``P=_3<B!G1)SZ|=YunFV
zM*_Yk*R9{3DRt}BdG`+~pC14JSAQ_x{(J<RPn&f7l01%Cvr=V5a_^lkdiqm)-onZQ
zPj+!Vl+dcGYf6oo^?hCX8qL!;8BR056wRLH$Q7ICn^E`vbm@ztcPGquvPM~#ORf{p
zay=iqCGQUNDSg?dJwA6n@7$dhHgo=_wZ9T8?ETkdzIZ=7@)ysqjSQFa72YpC{kO+V
zSvKO7)fI7z@BrC@opYRu?n_$Dzpb~);lSl+clK`v*3aDoJ*Iv6S=4o^<=wQGv!bS2
zpKi~&A8ldY&wZ=@uaM_dmt~q)4*CR#%v%s2rg3U_s^7wdGdhm``BvB2WEF*0bEMAL
z#eHkFM}!``0B42qTh^)X+X9R~?bMq4;DBAe1GC4rd;AYXR~%q?mTK|IsBZr5!#29-
z=5PMJ>-_QAU6wl!oNV~)Y<7CF=9NS0a@)6i&h=!{Qu!>XIM=i5l+M*m<$NXMkcFoe
zE@{{Iw#46(&(~pjaynnZBKqM5-X*zB!nf0&8tho?6<nhoDeua%p0PCcd;+`mvp<?v
zVbbTy15IA<*q+x@(S29@?e3SgIp>Y`*?a$f_i5s+n&n&Cd40-rE^<xFym`Us-;^7R
zR80-;KJ)JO;aPCLnDMR4rgPJsSIFyrDUF|bplX4`+M4G-!?}ZWPu4r+Px8E@cU|D*
z3gHgNo#`!S^2;qZPR_k@KSB6c&<w83$WL6Fhi5IjZl;{dx8P!L-AsNS_6M^f^;#mn
z^p>hJ9(%>#cWd2Og9BA3rr*3hrTS}Dt<A;CyvCk9899$rQ~qCKiT}IwJKvYn!7TUK
zj*7dK=ExSUl6m<%O{u+jA2*-u^wZsz3n#qEnXk^RwW~+VYH`fEXu0Ym(%m;LK1E5V
zFrHY~_iFm7i*a%R$K2kDIk;tu%?))ISoo7q_Edsfa>k3FF_PZ0+L7}XpNX+dZF#zK
zR==Eu&L@Yj5sg*`T_Ucb*SKG+Fn1n{cy*%8W5Z#+ex^fG^CI0CbNvjbmacgg&zsTS
z!B_LZVx8l&I}Szpj`2x}_nJQ*DCKy++q<RjdHb64N?WP}h4r%@ExdBXqSn^q{~|R#
z`?xDd?tA;@d=l6{W0r#4BYO|uJ5FH_SSkaBKhLaQQagLU$cJ6kfx<-(x@Q&a|7U&0
z<@TJ`%LUgem%YDK=d@5P+dg{2#X6?Yc7+}KS@t(I{pR25zn;ndbK0gSqFM$Q*$Yme
zQZuevn&``|_(f!;+QOto0$GZUrvx3A<gdw8TvEicZi1<9$_w)aiZ>kOm$oiYGL-*a
z81Qg`;h#CilkKDJ_Xx0ZiO$&HagM()swB?r?9;i%7d%fbIN_ze<;jz)1xG)=vbwuu
za?7#Px^bco0qP$gs1?m`y}s>hb@jBI<noDy^WWd~DL-xTsK`NL^^Moe+PoJ|-v0H$
z^2tYOiFms+@!EUT?WOl0_-MN%g;QGcTt@Xh=VQ%Zw&|>xoWz`S@3T+9X8&hPlWke&
znqT+NUi^gDCuO~d`N5PgPd!-#S0B_{yGH!;oU<=`Jskp?qSDh9)&_kM{&M<gfaL_%
zwJ{r<_i9!!?k%xpWZr$!Zll$vYPPTM=l`3ya!z`H<qHK)3#Hh+$3@Q{%{+O!Jvgb}
zZR)w{f(?d&oEiy>XE!B$5_Fx_U8cdW#IdQzRlWO9kAdaS;-Jn~dTNadNrGoME=^`S
z<P&&SoXzFs(@lF03w$Uy{mtbx{oEg}lke2Ix$>o(7CdEtWtj2s*U{cta#3&CL?suV
zl8<09Pl|suUzhL5m5xBC%8VZ+GZIgn{2sUeSh>7RO5EL^kAG$=^Q1}6$Xy)$>yt{;
zozp+J$1eZ<Ewb8rwr29a>igfaI`~3(->pCB7@xOd(%r@c^9$~#ZW>V=w#ux$ze-*C
z;=A9Ur8TOI>RN1mb)P=G><0HjZOLUadVT9Yikq`E2~}k9n9r>LdhxFJhXt*Bg&QPA
zS51(b6|qB2;F#p}T|f3^+_<4AV|A`KHF4iemuIsCuPi)u^#7&r<|^D={W`C=Pc&D4
zK2PytneO_1SD#+hySKG^r9oJw(7M$@W&zE*>*W)UUETO8`>|8}a{oB@>+f5%vlGm?
zWNWOtw=dY%c`kI*2euPG4zjvl<tcY&xLR$tzwo%9-{Y^-7#-Eh>Q?r3>`Pk1v(c72
z$CpWuiQO;EV@KT8!(SM=jjdX5Dr{eCx>#Ok#^$EC(OREpnDAfl_uTOJ`Pa*8w~q@P
zd9^%Ax3O-O*JW?}+Lz1kubI#HeBz%c=j<m-%{rZJdiJjLiw7BVCNmzdVSTfiHNTs4
zMUKK;uT;gUOu3R}$&TD_d?pmR8hT4)nOUBAbAIkBo`Ss`%tv>WNnG%(vlTz=^h>`e
z>hjNkmG4}hJLk`LbG@=@<@7TVOJ*KA#MhJ*B)}Fl^MucjXOVd~cYind?iRw!9-6B0
z#(Cr2)lc`h*!}hX>U#H2&3UW)yW4+#xY}`5Cyy^ee20vh$KC3bC&I2(5|K~-zLfbG
zzUc1a7g6GpBFV1b-@Gx1G<5ZRbaG<*3hNU`jFv2MSubYpuu$!cg2uW^Nln9v&i)$&
z=G@Ck6Z%s0=tanbMe{e5{ch=G<?aZ))AMAv(B;y~^B3hMZd^C$`E{UiU0K!Pr@RSo
zEpMICD&~vNyUrxDS?|Edy}$ods{8i8SG-*M^y#lR2W~4YUU+cUlD{vazC75$b3K#y
zibUT3WuCITUUahl<$1_g=1_W~EG1uQ*~4VnRYBbhavEAr$`eJoCU=<X-O5-f8!aaF
zkL8<jo6AAF3ytqqB=Vlgd8jv$>8bw410375j1M(x%{%16CUX1c+}+zYvisb2XPI?&
zTFv@n=ChfC_5ZYrGp*y!)LN=_WmlwKOH!Lh&<=*Z3k35;KF#k@TJ}99*X!=}#<QD)
zwMrjP7p>a1=J>-5n`=+LJ)F#_zF|sR9d}6UPqwYUX7TmT|1KvRWq)NFU+jefp)K*p
z9Or2tb66j@&wGJ$b&6{{+eNL2xV&Hcw|7+jt}tHYSel_~H@o4{<pX~v{Om4$aWDGL
z)b4frUE7aUFXr>j>AAS@<=%3=X?54;pR@j9A<LVx!dA8*%KdhlwC<N%<`KFq?(*tK
zXR>OZP>x8f|NWw5PV%nBrbR2N#HV~)QRx0TMI<ldSIQ$lqtlzqs;shjG`_0VwTJjU
zzbLqO+LVYdfg;DhNk%qCZ@<tqcY8uK&$<b+ZdaeQ9bOsLJGJ5Itt_8bJ|=_4Lr-4(
z<S>(3?3%Z1n(@Ok+Qwb)#d{7#EPA+T!hu7#oHlm(6lRE+YOCZ;G*<j|{CPX8_wf}9
z8-90&xRoFJbj0GQ#<ZKORi$&<3Xi@xWPEyF*(DK{cD7k}{UR-&d|$SAhQ(hMo4b2A
zO`1`4<HPmOGkLltC)g;aoG|ETQ*wR(dWlaVPaW4@?%IdNiH9n;Yb;lZTzxve?>(mn
zZ}bXwbLKlGHH$wSniDSgC6ZGk{KLc34GCr~btVhtHhu}>xYoDWbIy|q6YMm;gfyI(
zDYsGmoO6`M1R;$NoGWJb@n!!OWm&G-u<5YDrJX;EEjN}2ub2>{ZSwJh?86Nc{pM7>
zf145LazbFP#m?gs8tfgsmI+I?Xr#H7xPEyxWnTP}<vo|<SS{OFstvbvJ~+e4G@HA9
znmC`s{XlNtnZ4;(oP^(QX;7*T*WFV1Eb`o{Z&UQ|?~>c6?a#5TLBYR+`8U&vInvKK
z1Fv;?$A5He<_Jvdxy)TV=~~)6fk}I=?|iVj(rK%3C`aqAnvh+OqUH(g$(>+VVw!wH
zB_(s7K<!ddonOb)zGS5=HAt7*YI{0y);;^j&C4F{k(uTE^1J34&Z@9UTOMX`Wf$_^
z&WYQ&Igk5cx0TfguSr{?=J$I|T2>^sUgc$tiDy;DwFR%Hs_5!BdtOSq`fruWOT*uX
z*C}7s_Wbqwc>1K0-%~}Zw#~IKpPXhPSFyL}XxSkVj~oN_ldh*s)|$H9jQe_>>-|q%
z&fwC!^=IdN;>cSRbN^7-PR>L=xx>B{N=Z{^XWVh`+1c5UxMSjMj)>ll&JSuzzjF#U
zC#s(}&1=%^*%j~FR1x)KhmCZz!`E4RtEzW!7KMxXEsTGtR`V{gbCV$V+8s`t%Ufr^
zcxjNP-IC;xcjz;p;HA$tj~Q+_?PSuv<KnOWEAv|5#Fe6XhxF&o-r2dVLgk6tj82JJ
zp)5N)6MetlP0-fsfAx2rpiq%;BU7{M%~l@;UDE~H1$^-<FW;+TeXV%M<+bbU%=`Z?
z`UGuxczo`&Pg|!=toL~EQonH4Z_AxxJ-Y-eelhzMm!4j6Ii|e$vB~mTJ-_EX`_1IP
z-ump~1D6;3ecq)TU;cux`fT%d>$~s0?w8FH4qIz=cDwA$i>nOpS<Yi_WO^Q3e|n+&
z+-J<ISJgLOt|>Tm%5nKlhvqrjS6T{ZRfqrL{rAz`@~m~;(@C74emdvv(763{*X22f
zYr7X){g|!1m*w`f@CS8^FYh_hG|lY#bBnXDnNq{}v&C-T)b_ukb6`)^tTaI_>E_G4
zXTH==NZZ&IarV&eb@FpA6-`guXxhC#TWrgGC6kY<<FD%UE!%QsY2=|7zYAls9@ywC
zeOfiCTUGMOhKcJ8cG-t+U%sVagJWDD=OWFnb)}M5C7Sm%o)i?A@bkIy{DR_+qGx%Y
z35{n&_DU>gEjq<Hfhmh;^YpJvA{JWNwQkdwac4+9W5sLGZBY5OuVaqWqBR=PMooop
zT_1ZIZi^1^e`OQ0R^{x4Ma})~p2pjsPi65m-Wxt|V(~ux%w_MS79Kk9{YSC%xZ|H=
zJ6CVwn5p;Kd-n`c-32*|jeaNdh%I|E^{e0UCqBlrxzDw(wb;%aqiC@3Rh_8gtK-W*
zIhC+ad2u%Hg3J2jicA7BJA*ej9-NhZN8n@E>n)T1aj?w&ZXxl$@b-=1oiCi6-2IN<
zRC*EIq;dJyddoA1FLEa>oApFe>BP?_iCBxDZ{rnxOpd<N*=&$;fY<Mx_v~NyO-mGR
zYPX6O&#~iNW^vU>J3)W7TH{sqKQaeTYqoq}>a(2bq3Y*sHq#Ql<fX02X(H@XSLHvd
zW!~?5;KhQI0#i*JW^VA0@|*ste!k?#^vud7Ny5)U?uLblz5cr5+IcMj<rT+sv|RsP
z$v^q|YvkSs9Rig-_e!4?GjiXUSQXjpeAroX!R(d$jDwE4&YwT&Rd=7JYxVKlDtt-4
z8DAfF``PkNx-YW!`dhD6`Wyk1?plO1`~RF9<!!$^<CXZ+N)!JVu9g3Ep1w3ckbg$_
zm+h42cPpLrPhI|JIAN-DSfr&4_pzN(Z2ph*FKsodkdFBJe4kOpg*v4Pa+$k%<T$p@
z&bqghed<B&9SXIHn}45raMA3-O<w0UyPqELJ!h(N@XOC_ryuyvd#6zrdX0B)o4M2F
zt40;BrZ;~wz7Kuh&Uf{9a*g`@kG?hPN3JkEbDprht5>@1R*2yAbKQd1bhc03$uae4
z`@MT%6Xa$cFf`24Y5ke%@=5G!ihKI%unF^mPkg)(6n(^iV`{f!+;cYeekITSuQo+L
zXDjXPdL=8d-MqMYV}DC*q<lx^U+x|0`C5^`)7UJz*1a&5PB>)K&up{#kEZn#qgO}o
zcKj>}`|$1E;$&^#y#C#M)$D2-{`Y_Ip3d0$AW5T6_>D&6uI9?KiDfmqJC-kF{jm8X
z_lN$|KiEQ!xeM&&E8OyrebucA-S5(`v@u`QnET>^%yh#=Ms+*h9-Xze-m29n{Imkg
zOy*zBj<>8Wm#>+(Yr5l`2PGD49@?R+9esYMe^q~_Shm}d=ijezo(tM+CwN|Kv%M%}
z`*@{p?VEq=JN3Q=eC^U(_pk9q(yf0@d&L*d*EkvKfB1LE`B_K1?M~_cdf_U6Q~p+_
zZMtW54eRuMP2R<Itkd(>PAlSEP$4y6sk4^%wnCf##2>TfKMD4VtbA_$Q{<uP?;OF?
z%SDbabFJyx^XvVS;2kN43hkDjT=eRXmcK*%AJJ_^e|#tKPY?caTWS8@!c$T=x#Zt!
zYuVa<x*0CCdV%nF*@@>{Gd?>BMzt#CYIA%ro_JnKXVY%BP0r@qxjB^PyGkTK*_@Yh
z{&U`&s7GJFe2qN4+UWagqwUU@R~vnQ+P-dD+P}27!9k5XSbTRV_LXQm&YR37GHc`4
zYtOdtRCK$WTj#7L;GWcYKg8VSMfvrYWs~k&xcS{yyKM3ARmg%z-*?`)+wZqvE$_#V
zD;->>*(5mU{7#LvZ+Q8+ZSvh`SvP*WY}>x(0{a9*6&tDC_869n71|Rd9$VRn#prQf
zC`xW<n9LkftX$($@hITasbkk(372hgj|gC&W?Ue2rlfVxwX`_}6O5)TD2aaCc|suT
z!ii;@@|D(1@klwb<LL*7Mh*8P0WFpR4Z`7by=Gs%@GjPGa>$L^kJ9>e%D0#QPOMv8
z5|Q|F!J74VCs{^v3GcPqdc8D!gXns{Ck(gB_^+;55v-Juq{=00du;XNT3hzLR?eIG
zB-i_u{XWI%@cQb)7TdJ*7pECdTcA==<$3ucTkTp?vtYN4{>NA6om06w{X@5p;`7TN
zxt}uH&Glnmz3kVfir3F7X7gV4Rbg+lVLYe&GW$jHiixjO=gwZ@#_74DNMo7S842kX
zPy7rP#&4fJPt7Fr=bjtecUGioB}V>Oaom^d)%Mx(zrtV0hBvY6%J@w)c(?ud<ysHl
zkmGSK-LG43_q=mBk^M1FGyC7U{kqE=8)Jf|>$7h3Th{dJlXr8O4@-E!Tk}M_cN*JO
zzTdq!cZKwQ{jcnHnLF0I)|XFy>Gs-b)i(Bo!%QX*N}NvQC?6Dy<#Jr~YesSAUS?DG
zdlzS{oh<QdGGny9KKl&G&r8|0^`9@7+i~+U$L)tUA<Ac5U5-APAbtEsjaiAx)3znd
zNBeF|y)D{vC*gX`>;3yO?#^qitdxJ1DfO!Ps9w|6?s&^6xfL6`zio`k^Io~(lElp)
z9`CfS9m!c-#M@XL!T&n(59isO5EcQer5_GND?E9h6lK%k)p?HhOUBgqQ~LIYPxw07
zXI*&2L+v#e^p1x|JOriFg?0JotG?dYEAxiwR8+m?jd;Fq7i*jMpFda^_T0X5>BsqJ
zJ(YgWj&rq&bG735(>G_yj+yUQdmN9SH2I28z4+N1yZm?er!5K13pxKg;@G3`YnLOA
z9qT_-zNzQ0QcykT=@m}j%QyD~tAE^c{Cc=RtD~6F=9V<Khrd3}vE^B9X?f#O!h`~j
zmDd+7{C#GjZ$Z^t`&Fji(z*soId|WbUKgpnbLO0siegHd9P`C|6*qx4Vc&@TJGf<6
ziFaAek-8`p^4O>K=SGo|BW9Zv1p;^M*c^SVt>M_*HD$Z=xMsI36baC4Pkx>??fvg*
zx0hV|o8MpSaX@5mll&a>AMreO8O4kBmcQ>v)jc!w&+LtB4!LdZb^mhJ@zVaJ$oP$G
z{5w-~U%MqmF8?O*z2xiDBkzSa<ZgGoDsODC>6LnYe}ns~4bfj#)J+#H2y}B3ipgvV
zjJNCjD6XutiJfP+qQN&dy_4%^TxDR7I+dxAc5~~ExC?q*?|ot?*si|4Pm6!Y`{uRR
zHa?o+m2hhj|B)ASMTB=h?J!jC(Oyu&toONnRZih&?Yh+mu5FXae!Tsb$cpZ37AJMm
zgVGM0v8pcewQ2mQ%e%yH@!Xjozp&~ZV97|&*D{<q=g{UmlT8;Nsj1WY-nCRMx#RC?
z_c@>WpU?TLC;w6V`I&Xo*3XQ7KD|HUz}>1}r``X^e-K>#`SJTtg4^FV{FUH;rdY8v
zb^FfuXDwIXwToH%d`{_})c;E@(-WH_89Hw;9(}-Rncf^Me(7-Wxf<EEuhNUp-THKb
zD`W}VpX<fve(m}6ICSxkWhZa$H=n;JyDn7d%bnA!CncB_zp;<=-0;@K>YFIvr`?m!
zN!fF)FPIQ7&v)tD=hE4ye_1V2XPv36zWG&$_*tF6JJZ*l{9ra^f*!|{8I_+FFHS!=
z;i%D`<y^0yhM)iIExOvr!HeIxN|G=04U_RLgST2a)(cXz^DPd<Pb@cWKR5sJm$Y}T
z%MWJ1Dth}UAX;YP!tdu>BCcI7<Vw$1U7}!ce8xA<TNhuLzdLcazKZ*fr*-)Z#roRI
z=Vg~!9$Bl(C+>KAS(?&9z8+PZ3&qOEmIk=lMXGD?`Epq$&QeLAWgqrXTW0f;a}3Hy
z9ttm7ong7<z^m1spH2r$Y4QuN*sv?@P`}%jzwScQZ#0{WAG?*|=>E}v_WnOFYYV<_
zT$A+e3)8{^-*55C1>Yh<rS0!H6meeHu-S8{=<npaFVw08=ZGiXa|qa^u&{2GaZAay
z^_NpM1uC0@cX6Lk3%GLPYJ>HK1GDRrUWvbC&^j|g_pf6W*Y965OX9DaGO_<@ca2_u
zM9S5$n)%v^N}EYqH3uZ5&R%=H+dwtx3<pP(f4(NiMSf+g!f9eVU)Y`0XFIz8b*Nxl
z-Tv^UIf?q~Po0gMx~X;V9xeZ`t9qVW*QQOrvi`;L@GqCOf1T74VchzqtFCAR-*M)}
z^MBQxWS_Sz>%?85n}rta?MIGml#wZ#x$OO!gAeVR(<<*yZ#Mqnd;CM1rUqwoU#9~5
za?X^1In9?R-pb0+Q(;n8{+h+-_jc+-kqVjMhfVtN%P*@;l2%-7wf|k8%$$?@pSH@#
z2$^oUDSPJN%il}i{+{r=_4Us3t+^X5r`(^Sd(=ZsXMZx6iL&>N#lCVEe=us+=^s4I
zbfY5bYLIi(bA^M>H&>_S#j92<`eUlqo&Np#jab3Nwg)eptMmRFvH1JvFaO??srUF&
zPKV%Oe)IZd<?3jWdBKnOz2Q38JU!@Nhn9mx+p#m-PDV?x8ME;Jyy@I@eEQOR&L4bo
z>ebI3yy^UbMeCPgQ~Q&r?XKH7<??N$ZObl~@;TpNtG1EbarS-7r-xSi7yF&)y!Rol
z?zztQ<Nl`E7N`F{n{cOIW3TZgQMd2QUu6}|-aeE2?sHDZ&6}F}`&R5&9(efAC!hCg
zRJO}5FHey%e<_=Ib)LA%?cLo54~u*5y_8*;8m4;5x_0Azg}YPlh!xp67Tp$pF?Zol
zsg7@q+JB~fxq5%&q50GI{hA~CFZbnYqrTZMS8uYJ<@5N*f-j-+kw-b#9={ZB9&T}K
zet+ac#UHlXHEZtMzr3BfXUzx8j8FGGJiR_}F4}cy!Y!89ZF^=1F8m?6(nn(bjgvw`
zcg(~#ChnOxCvn|``VhOG@_ntGkH0!Tk8xx4H068zv}eoT#67JqwH_aSCUE$O|MYj9
zk8}4v>d{WPen({4uj0JAd;2uccRf1luw3K9H?=jp6uY)hxyl`R+3-Zx;Z{?YZP&^~
z-dly-6+S9G^R%Rq?#`e)S2f~ZExj0N<h`h(+kD~<RzbhA8+#3fue|@PIa%Hy^^zKI
zbc@?gmyfG{>Upo>7mIVNzxYR#@%HARWp0xUm%R*_keFhj&bOlLgxQ4uZs#@#O<wm^
z=DMS3=N>-ET~;TA`GVVfMdn^~w7tUd%j%=@MKxs|w#YTgE8Uo<=D1|?O`Bp;F+*HB
zC$z5LdAmw^)k78SIbGp%!dSnXS;o2@e(mvzbHZ`qyW%h2UA-%Lx0%T+v~K4Whcb;S
z|I|;etpE0M*)U{pPv3jBa$ouH9CqQO^4HBiu1P6RIB<2X>)G-nRkA&^_~%%*+3k*U
zE{t4JcwtXfnn}h!?h=p3k1}6Oa?HJwzO$lf!Ot5<gU#O^(8#dc()axSwC8t(P1f7&
zYZILQ#$fSR$@hv&pR0c9;w#r%zv)f7^Er0r<2LUZE=m?O_1}xqTxu%VdC+gm$+zVd
zN$byr<ZV*=T)&_v^7d?(1C?I$r<8VWRO7xT(%l$wHZSYj0dDqxaS!x#Z~XWwc<K9R
zj(fQ~ua*AW6#hTy^49VPpMArxnb_aEQTAK%^wrH))jHQ7Wu&&wdFu6c@{hNbJ!Sr9
zU)KJa)BiW|w5S1x*(blEZxflD$|fwI6!G&x@9~_o8D}>76-9mgp6jS;P{(X9)8=g2
z_*W|Ghfh^hz~&V@JRBcva{hc>Bzl2?e8UQ*hSjbL^8{-TIW6<%P+Ahmc<=1%Is2vV
z+W!*QOT5S9ZZ=<jnY!1ZCaVp5i<qaZTk3x~uyf`5=x*C}tx{Z^A}uBllIqr-`*p!~
z)(x@4`9f2#Ojs*$a#0dj+|}!ny+`J@^cZ%r_uaHjJmK{u;ab5)!8lvftJfW(u4+uP
zc1gIbpZZKbL2;rSqqKbJ+9I(@`qwrbce0ukJ|`gQXy?%-Z{+=T_GKxrd?c@$5W98a
z7ssn^i+1$wx7s*kSBix4r&Ya2B4-{Ho6x5&cKz&{4fSq!=jNA%nYVqs?alrE)7eF~
zDzA>DWhT0PYFZGctgyrLcp>xTAkM(dhgY9S#droTbw049&Zls(tk8F!B9-bH3deYZ
z942k;>vPVXrftr+IsChr=eKDh-7Q9e`(AHK$$549!P}z-U!Qh87b)AW-CAGm9%gst
zU(WB=nH3GytIC8G@)GO1s=pn*(N(Rr%Dp)F;mp$SQ|3QuJbo(2&cDQ;*XFw6CYigz
zHzOy8OV5rk_CFik-96*&cfXB3-E)KOHe_D4e5zfqzTkCl@hSV4h0jCo_O0UD*1pP+
z^>2vrbBpV5c-Q}PNeK<O)ygdt`()aNZHwQ@^iHm`S==y9qS55z*UdghWReXW7Yax0
zzmqNMc(zx1^TDG94s7~GStlNA`DC!g?RS{9ROapVtnHF}Z!D5pGw1K+buGJQz4SS$
zpx(XhFWauBuQwCZo~~KKWgzzY>$ZI@F2-M1pEfJ}Z2I|?!BU5XNj%FWS2HYVt8inD
zPo5s3(L5=o{j%G(S4|lXUFj!RZQUZc{^&C4S4|1GI?i3#eaUUgjgC{^0Wlr^(iiWr
zFKsQ66}<cSvYW`h)p{I}eJ>kJ9nG>@e_UR?OF??8)0>xtu>zNjYi@O1V+~}QeCoSP
z(owI~wxy0=K0T>3Fe|r;5>GMCeG>huNu=J=@5Z`+Yp$?<G)wjPv_629e--zmDTx<n
zHE&Y5e#vdm#Po`lyV7;0@SEkfc&zy{XOlvy<kj83Pf7n|dg}Zq;9iIN%lJxV|1;8=
zdremE)69Re`&84FyI;Oe`dY71Vy?IL1J~WZu?u%QwD$bd{^#-{Z!N3S{6l>KO$BHB
zj>ezsbJ!-B+$Nhjcjq7HHy#J>u(d{(ZBWjh;_1@2BK*_BCma*ywkO^9=xeDtdEc||
zOVGA|j0bb?uo|!Z@`da0r{6gTMYg>cx+uYU+d#*jqr6W^G3-`(;Pj>qwc$^88|3b+
z+0lAXD)eLR1y7fE=RI~N1+I&jDIsdhJ*$60qL*W#T(j%Kqna8^rxoaPbo;Rw^32TS
z3CSx`IC<fu`?0()_jZS${_)l8u>Y?^Gb3(n(D*MD|08R5>}&4lVGS}5zIWF?yqBbV
zL~Y6i6|QY}FNoJI;dyd|e~(aE?P~p+FXojEd(FS>V%RT~KkK1qs=~vkR}P8Z{U)|z
z*K(eeC%>zlBt3#R1}6IWM2qZET(Pr%#<WJ3CYjR?Y^L)3(;8JyE3vMP47&6GRLGhC
z-KQMl?%w#Q`Al)ga;_zdcf^M(+)Zo@k%~@P80S@T?ti3emD1MFOI_mY4rI-o9{0QG
zG>3-vkI-|k@0Xwc^ZDtXSD9D5*0$d@ip#sX*FV#%@0|Z_+X8QeO6Pwi)%RmwHooSL
ziJDMkWz=%G;)KS6#{0I#0-fFlnMS>e&wHW**u~6zdtY)2?M<0<Xr9Qo1E~QE*KXT!
zj8pX6f!OvQyH55pzi^K`28UmK(6%ke-XFGj?TdX+uRN(V{l1>(NjTf5^`{*2Hhq+r
zneyd-RFTu0hWfgqL&7p2>?h7C*!=%*{t3T~tQCd7w4Mh4*|02JbN(N#r<33L2IszV
zEM4+#Lb`$ydyTE!z13^#y-H?1TE}pjzk9;j1!wfmv9dl}$b4v3&p(6rO<n>X7fx(e
zvzU5o&H}?%%1T<Zm2H2u%Dqt4b2;q(Sf#In;df;FbpGbRNvXj`d$q4`&t9oDQDLj*
zRQ0mS&*h(RPL#@a%nudv{WD4G*%M7^=UuA<n9lkgugsEZsq0b@XPV4f^H#&Ta<S&}
zYdujlmb;H{PqZsM+AynyZP`lc+R)y9w-UiU)BP^r;?A|<`FnJWU_zF&9^awooJ<$9
z-<gDMwt6zB?);ZFGvD8F{>8~Gn$3kf6#MML-kTgdGV|QksWu#atB$gY$v#^zdT;W4
z-A$Q)`tLrremL*ayyN9Ir$QdT37c?~tH^B2x}IW*=2uPcg87aH?AG|Jly&E7g|Esz
zX208P+Rq9(4<_|UJKnr4n=G*X#bb3Pr>F@BuJY(;dW#--kju(!w7ayQaf;_zCb@g7
z78ePyO*UuUXQhAGbeB1+%YBjCHK%!W7TB>*xnrZd%b<5n_aQ6h)>}<R{{wdBO*_8y
zi|rNr(oY+2Cob0wI~P<jBiJc^+l|v=)i;y)w;nz9Q)+&f=l87VLDoXA#49V_=RE(E
z!2kaK{c}&<_}|-KJ-75_*3-Z7bMxy1pGTM0u0Q^p<(kJ=`Ij}b?@r4rI~ITY=eCz@
zcLU}3-#Mf;edD33C8wSq7QH4SzVpt)jdlx9Jhfl4vFh$?L#fq#7h<Je8+XN+$xh*$
zJ<aB(wP{$=uMa=3ojw`&tupkuwYsyJ?cS-p4`lwD`!agxzMQjQ3y0oLyWP=??QK6V
z;oY`;fe`nrm$TW|&Gr7RbjqYsq)96};tYF>>Yuid=b7)XyjuSKS#a<yIR~XphDXBs
zvZ`OizW>`+7cHu#{mkIf9+t&dGc%vKZhv_to^hA|@|Ur<s_tk%<<wXw^v3ZA%c6a&
z9~rU!7JqYMN@M@!yUwqh_~&gD+sR&b)M(LMHYuI_J1Yg+VizV~JQH}NGuU5C`tic|
zkCaslv)NN60={OR*dF|~;$NysVx?5A<pQUZ%_aHsT#cuw{>VM?yxm&cCHeOWue`1E
zWq2f2tHn<?yyJ^&Ezr#09=dEH)BlKC31ubUQZZIr=1GT^n9Nmov~r4&s=c{0@a=&~
zesS6dCpgc|(J~5%eDNoVT|e(z@%1^}v+S<gyK9s^x%Q4Rb-~QogT@D$ZFZdJ_mi8e
z+Nvg8#3S_YN|p2fBCUmrE(cdlFXrT3IHz*TqDANC-VWXQgSAeI&%I;9E`Gl=H|3uR
zeqZBTrr)|PSCi$T&#OI}{hI?0@mQ_j9D3s>$0D1OnJ2C+SY)1dwK2&<&3A)sNc}yf
z$LdEry^gL|U)}n8;lbT5GF?~YJ_K~dcC2aSa=zXxSQeZ)Vf|(0-F`P`@vb@aqO@4U
zb25kV??qfT#&WUeo!O&;6l8)EZZ2)O|6%!O&qjl7@B0i|kIm*>GUK9@^5fYqYYz69
z-?)64Bakm@o7AHRW}z`=$z|td)r(WUO@H*%DF0GN(6(1wjd~Sl&u*&uBC?!~?_k_q
z1A$peGlkoBw7l&2(JP%F>LP#6=l%m><tN@ttt+orZ89uA$LO@`$@@zh$Jg(^mV4Fz
z@KWcW7vy_CaG0E$QpxVW&dT6v^KygSJFll-oj>)`p}6@ziL2K+9KBnz^{o9Wdo|85
zmb>kYoy8n14HGM5EGk*EoYbaG3ldnKnj)*QPGnBorf`MHqK_{gnR;qMr5v-MtenM<
zsfq8n*=|3X?x?^&XSTzdWFfT^72Y4xRYU_ce!RHGuqx+6x<H4B!G4ajo7S`>ZQf8R
zeZ{TprfJivoT(*hUb74%GiHafK7XG4U&Ct~uenzEKc|0+Tp6D_B$fTvddxAJXc2!%
z;Ao<lD}$@$)Yi%R9|LO~F6T+c-COQ|GB$qJB>C<?=ZvIW7B4-J<5$SoDzc<!nL_6M
zJjTZ3eb#?jCRmqGwt2g`^~|Cp%*|=sa;tpQLSsTyq^vjpbUC~x;w@|CHsRS78)Xew
zZ%VzioyX`|l9=G+HJ%GLaTgx_%oK2az2mzWu4_BRHpw6R_Py?L(utnp1((@pExfH8
zwSDuV+j=wX96hCY`ubPopMSFUitpk~(GX3(telW-0@Gw(>{YqrxaF7d6!mT)zuJlC
zxstB$yt|-BUqNDrUc&QbDgq*nMojghX4^}{8C=fBuqiJ&d9YKcNxwZ;VTS%;eWf>v
z&$kHAmYbMaU~`<;V*=j+L6$$v;(KCRR=UT9S#k;SiG}ToN-<wywe0eI&(}K3-`%QQ
z9`@+*>l%&!4`zMc^6_-kdB)E<f8IygWI2h}HL`z8Uat9KYru6i?(E8nR^DgMFBm>A
zFD`F2_W1jeVa=M)+xS*}oVTAhQarP(dvPygqy+=J`LV~#&qkeymF26SvnuaO%Qer-
zB5oI#c>Fp4c<0CD?>_JK9|v8Z?laq2RH7+IGC*|O;k!3V%UQFIy|@$f!eN!=`!~t^
z!;dPx@M@XzJU8O=7DaoxC)G?%k*;wQo4wa6iSD>*v3IiI>-oYH?iST4-9B;d*6nx8
zw;$Sb?WOLP86L-V6?Y%u-M-l2*@5>b4BY}2UQIuD`^A0G{COx#uwJye>cgPb9;|vA
zeilqio(k{G^Ie!3wrEkgtZo;F<RW3)+gDakQ}8%hqSU<im0{0|72iT0vFdH@ijlk8
zy|C|5)~*w)LW&k#mkW+Mmbkzwj$`UYN6}qo4-YUzm37;7^%`xIZoKfj;_!zayVJ$N
zH!f#h|9A1(Pfq*hhJA56-}PmC31_-y^y$hUIHL2)Tl|~mt95*NtESGC;}6Yw5pGyt
zRkGq$URC+xWhs}87p+lNJJ-u8bK`|Xx2EZ$MeO|ZtXmcta<{Ev@6E{2NfFsB_oAs`
z@tpf>c(*!zTUsc(qS|!vXWe~m>ueURJ<%5<zxaQ;nptyGjAnZwfBM6VRX@IL3wl_g
z6D_e~DRbeb!mE$BEq~a*H1yG}9)pxON!<cHU-M-xSy|3#ZBBIa4v^7F^<ul*&uMha
zenGc{lu1$i!fSh9zU#b|{o%&NPOJYurs2o9HKI!z7w}h>nD8CT*H4o1)=8LA@_xrG
zmYXMfWv-^!PG{QCY#`dQtD);gQ4Z@wsj0m)CNfv&vmSHZzOi>%$(_hNCe3TRG@m5Q
z;jUjR67r}tWY3Egb~8IlPb3{Wy5xRiIlCj@?H&d3V`~{UJZoQHJAKVnqjmevgl=o!
z`m}%h3OVn>DGC*9n{ul3<WF1oZN2fQmr4IeRBJ8QM2;y7riuv&Sv>uF!)MXs<F^!o
zc6Kd{ZT-B5Is0gO!6)&X+AnWC%l;6T>X;;Y=>HAteM{qvT<m1~+{-2%u{!_qo8IMr
zv3C~;$4|J)|2pEzJ=;XCNsbnOu4?S8Qdr)o`XQv5DNG~GN<(e-j%c6O$bcQfeXDnS
zamuc1RNwvh-oLrM3toup&Jkj%ephuNS)^qF^YdOlpJ}twWR-l`Zpa*eT6D92s^R>u
zeVq{-t6r>db^Fr2rXkWUIBuRB^Z%!rK8Ih|En$AXR&=4-=bfKY-Th`rJHDT_|8U05
z#Q$YBKmOben3R)Rv-$988~s-?i}tQc65nyD;4DjJykp41k4H~`(v2(TxMRPyH~nK2
zZ&gZdjFZGO^#^`gOFVuYyMM{%u(Mn8pS@>|Q$D)iFgHIRp!_20GY_Aw+nFOPgT*qs
zW~T>C>HfTM;;LEivgQdsjk{F+{+jKt@8?C0rY@fnw$txGNWbP<qe~)xvS+6oh_TjI
zEcqpD=KOq?&L+>7!3DlzeU>^C<77=YKUF#HY#P~C$2{5acI4!x?dCIHFuSnc_*?W=
z)A-XP(T`TI9rpfhTcP)2f#~TJ8FtyeO)ISKExefBX)Swv-Ywoa_uROSnatSp%Om@#
zaQ59BeIg82Zi34e=lyWif987VfU0zrSi$t~O1e89A2{x`@b&cdcRm-2aPL@rhOboL
z>V}7EhfKBC%(>g7<!=0Z`0><5-d~sOm&v5I@13$Zeu+%!<f_QehZ=2HY`*dGt%L5a
ziFxOzHvTyl=6EZ8z33tqX_Nb<`~EnbI>c~CxnWYZqOxqVub9scj+=bTkJ+^;oG4wh
zWdg5bR{y6di%#a+>$qCj-MpwQ_2sO~+~-?XZ=JKYQ{P?M_pAC8w&gqK1O~`({87-G
z-nPO_bXrsk(;?P?Ue6mop|$$IR)15UnYD>6Ov?Lci<`u?c@jT&{f_vvuuyi>I?i`;
z2f__IRyjmu?tB}cY*XSjRqsv$XUo!uhEqeFva&wiw@8$=4xTu_$<A-vqRI1?9bD>s
zetV1T;sb7rHv3-xJVUZMoN4QZo_B7Jt>$M0I<zJgo+;gs9hzNfvgj#`YV(7A3->!u
zv&(0^ee2-=Lw3&cVo%rC>YktB9h$JK<n{ILpBjm&u6@34XHKxc`d(1w?YOXD@)rAx
z(u>S%*FSh~=Y7n_Kl9#yo>wfUj0^qDW`F-}aKYzV?bd61>NCs?I=dNPwR8&2Z^)i)
z_(LeR&FbSzmoui1E!@ujHox_=J=OV0{afF<Z-vq4o>uKj+q8YjQvtL0@keZ<{2X7d
z-B9^oG+AuQ8UdbLp(_l3Tb#{aQOYP6dj4jvl;-0(7v<90e7BU%Uo-FeURNy*(cF-a
zg?A1(*v=0>>rk8f#E`}DtIY|GTZ`wh-@aqh^xc1wVfKeZ58ImdGVAs)Tz6KXFWXzP
zzqF9Ygy+<mO8+?*?`-%lmu(szeVi@8@vg-S;oGJxtf|w4!b5kNwCK)W!1reD+T^|4
z(y#F9h%qFv?|NnPHdor2^XQ@?!`8RU^>noF7S6rhx7zXhwxqz_9<2wZS#8-hzbq8J
z+`M<Pv194^=cm5iZl0=e<nx2}UB`LuFPh}Tyk7eMnYnD5EABXLnLN8gKxS|1qeDzh
z5)E%sW@gnCuJ(Ll?EHDQaKST0TcssO(*K@5b+peYWA@Xe-i04#RBhyJPH;UDw8ka%
z^zRdmuUYvn1#=(MQt5XJ*eaANIn`W24YV=v`OAAD&bBgIMUuW1+w46qua5hgR2+Br
z_Ws>*Yc84JkJS&m{^DQN#*mwOeG{tk_TH!qn|(fL*E@aQ`N#gmK27qK(TV<6)E)YI
z|E?gtYuP^63_dCpUx=|^Y!#t5?MZU!)|fRu3nR~|MeBuK-1{`CnQL<N)*X{{Z#ww;
z9xmFL)t>xk|Dvtc4hd>D?BTX+W7d5Cqy9QwUH<6#>D^xq)fX1a^WD}E?=C-6a(r#k
zMvwa%hRWqPbi}O>?412HiGA8M<})g%c#g0-zGW<%(k<%|U;MOgk+Wr_iNK$$^3nQc
ztD;u9ekys$*Z6Ykqf;9L_ugRB?Rr|wdav)x<*!NRStn-I8vf1Mdt-rW9@mn>qOVEa
zJf0!?VZ6dec|<?0sM^>V->kM}_g3*OFCD)oiS7#0-=<%(VBZFP#q2BVQw~?oi_)Lw
z=T)D(_r@>1+c_^<kF7ZUyI|YdwqFZ!#a2&q6f<5`o>H#(QEKKQgJfoBy`xvZix`)v
zrwT1`koED9@ZaIbEqm&1jPR5n48=NcUWhJP$2N6;P{6PGua_^~I%)Z0`{|eEgw&HC
zZ}0lFG4k<Yp4>jQdGnJN%lW0Qy5A9b$|F9bVrIiFmk)i9etbUpB>LBenLUYz|GZIO
z5NLAa|I|Y!)3$NOnd&>+|F@`Zz4w#jNPqTKxzGf+(z3)$ra3CF)$WPN&AM<%vf^L$
z(+h7h6kR<kU-pSCNQ}Q3uHk%c%~TPI$(jNg&z|+nE8~1oSoiCh(gOSXYllBxxqkM+
zx@($}X;JL?`wlWK*mGmUhr<n<CbZ7TpU{-B<;kLp8m`~DE~l1E{5m6G@lIE<VkhSA
zLtYoQnu<y3x|Eu8Dik)%v`~DXzME<0@1VTwobZW1R{z_xHsD!Y*)oG{6$jz=GWC0=
zXKwNBoVrXP<;lfA^A9+2-wK%RSJ#u|$=-Fgcw%ku{``PLObaG0F4lZ+l<_LV?C*k^
zN>}Dw=-B;6Zs{*(o%|0)j?6CCeY{sRwe7!HHM7FloQYZ3_u8(9znP4c&UELT^Zm%d
zR`L1U{#61IYis3}o=w_iw9ifPvt%%*hf&s^*Sox?Z8CF{h}IW4v%J9m{at3Y6$>*e
z1lRZ7JkYEVlwfPHW0T;K&k}2Mwrnx1FmCXfD6+F}Q_tabvXPsPwl9mGb;C|W&Hmo2
zR~_;l+DC$>${vXMyPkF5YNwoz!+AR+&9?1Y>heY`!`@tG&w7_Pn@sZb1*OC4y1kER
z1>SPm5;tX`kXA<NjsTlef(-4?f2y!fXkTV0BGho+JG(^t#0k%tkM<XFd_AbZ?)7il
z@#RgM=1L0N|J`Y;{^+YhVd<_fK2>aq=2F&u_m0kcZI|6@?r|<gL1*H^jP<SG#YFjx
zY^F=*F#q6iy)QX^cE`dqJPu7RR~cqivCnLOxwYY<(=EmjuKBB(Ha&MMRa_#)u_)G`
zoh_h|@eK6z>o${rIx2Pxlq6f?R<*p^$>hFX@44D%>*Sr6ByA7+yxJPKIFEnQyCoCO
zEs-;EIa#;%@9YFSjyA8$u-!Ck?C&&%sJ+;_qf<mNBfY9XIM8s-?bOw;7c)F&fAGRl
zhga*Wi8zO<`|+2%0wNn?Tdb6-TWaSvrqAFrD?Rt=K%i~7sX}Q$)s*k9Y4LAUpM9)a
zCq2WycJY_&T~X&vSESA=yHb30rbD2yz^Tl4dp6H|eRgX?=7GBn7t6~0ZLhz+`t@CC
z@~d6{cU4x;yZLzGkJldCqj*pFXUBv+;N)yN>&Sd7_}o_c?FI@f+1@=YSTjePy?I8~
zx;K&uEV>2f`#0}ByKJlEn$=fhei!l@O|x8ZlwZVYZT027m$yik&MNEoeCBoAF)mQR
z=g^JFxjBvkzFb{jrF}|YhTPcLw(!fQyK@!%i&%ByI1ipVtx&|XS*JVPS3v0O)eZL+
zJ8wMH;v?MiNZ;Y-x45H^HdG!y&3j-ir;Fr%=2;JwEZO_cNbWeiW2gRt&&=}<JqSAS
zGQz}nS?@Q$?`GZmE}ppeZAZiBN0OT@wz&sRaGzcJs!8gPW}kV#lI^y~XD{BqkY1iG
zy~{Ua#y#(V)WiFp9*ADBwfL&NoWqM?-buYDKg(T+t4<HgT(aPX@S(HYzx_V+JNy=(
z`St0nnLlkGK9k+Lqo#HCX^T5Dd2vR2Pd6Vvd$hbr_fCx2g7((g*HbJ0FWJ8QVZk2D
z&y!!KA3B@**JzV$-aYH~i}MOTcb>IdB`A90_^EBdx8(EIUAq&uqcTKsf9hREMa`P|
z&Az4`{Jhddm)Ih2sx=-zeAfN@#(X~W<(!dDo7Zjlz^@oIZ}siNXJ6ax$}eL+uyV6Q
zLh_EC>KXhkv(4XaPPoI|Hhc2ds-?PSZL@>-W`9w%SGXf{{kq7ST?@`}iKlt!-Lg4l
zc}Flej!XX3ns9-D+_KkOWOL<Q(!y6?e75A9`waV9>sxbNT(&CTk`a!2@b2S-2^HS=
zC3F4szHE`oU02}zeUIX;m_)92Z*!N~<@3aTEX(-3_QEHITYYBF8+t{`4E?GXovoI1
zF)F<jd-0hD@1g~Fwn*moC9xkaYGyv|@z`B3?A#olpsDg=IdSECryR17$({Ff^&jSo
z&zA7c`q6M-FxRf4*096udD@3#Tzk}S)zmEw-%=@)`|jnJFU=R9`E09|n9%Y}_Tn=E
zwH32}oW1yL-|0ZE-HJ;WOpe?kU3K`#yT{iTo$bDVd$oMO+4|r0hIi)Zmi?EQn!EGI
zk%G^MmN;5T<=wlq@V-diyNk^apPgD1&uQ*{@!Q#l&n{hyxcc*_V4xeP2=|h+1)pz5
z6+L_=_gDJR*`>VCE+0CZ8X_f=et$WiJxAo;b5(pZ*5148BEF5=JpXPjf6MI6n|~jC
z`0SHRKc~6;pDSz}&x9BBbD8rma%NR(KI(eWPv^Pv+j`YIa~^!@Dfqlg{@!u__OSmg
z6~+H1h8;c|8XA1jy>TU{@`5&xr2MwohuJzVJ`=1Fz0GIVzhR5<wHTe>XHvs!*8EgT
zmzT(1cWI8*rDg3$XKj9*CVcYKx!uox80_J{o0?R=YOedPrj{cIbSKPIkJd_H2z{~C
zt5Atcb5EwPMB+z#ez$X<cL+WAWnVW>y1*`GiM2<`nhQ61+WTI8i)69i@{4h4P(W|o
z#HWhA4O?6ucbJQ<O>A+WvO=;*b;hFpPp51@Z@AHL)HyBv&@)}eCx?}KV~#TCH}sfw
zH9Bv;v{YC3=@da-*Gga8f(y5%_O|;hJmpw>c9x>UtqlK_Gvg;8R?kY<e&uQ4j%gDw
z$`x>W-Do^E%TF=bXk*u-$BaxTbe1aIN#r*AW+Nxzu*v4jzTGM>B38519?gFqFT4Nk
z<G*K{_dnYHoLk3!+4>Wc{r`UF{CK-AnBOeRo$v4Q$J=Mt?!UccZvGGdBl+f$(eCq?
zzjO|{arWmcV=dk9JF6uAuiSLC(Dv^98<Qs;;%e(m_NsX761!ljTlCs%-{fWN8$-CS
zB*@+s<>FkBl=e^O7#FYgx418NPG}_ueGgxFD#YiL9m}_?>rxzf&KWtc-_m~OG22}^
z<`Wa0V>SjITJR^;TSP@AVPVF?Mg6O-BNk?MEj#*z#mPy`YQ?G2rPqp8t}gT!Vfz)}
z>(wE>NMo*+&Lt@o7q+{bwR%dqZvACm@{>V%jiZyZ$LzY7I~~tiP1>teVR~Kgvz2tc
zUY56`JKNs;hDHDO^GQ0}+Ds^Ot9cgdRLiF@zxaXu*VhZ{y|VXyy}-IS;-1Vd0o9Ew
zf-0)K50-m1@@ph+Hg;w=JLEA@oV98}V)kB1<8{gwU(Q{t>Ya0MQl@~$-DAcRA6={R
zP0Lxj_1@b3zYJ~m^1t&Fyt|Uu+Gov{Yl|b+K3Vj$_`}03-{<~1w}^Fq*0u#c*|tks
zO1WO{$=KVQXs_<4J@<^2^C8Z2veOM;Y74lhDg9dJ_R?|f*Drz1uY@#<e?>i6e(v;D
zC#SN1g}=J?E)Zz$-+rN2#;~%{dFwCXXXY%anb&{4nb5vHHCT;x?%_2J4*C3UocdNi
zA{)Clhm=3BomBtl7RzpLv5SHy<>v|pyc5)xakKxih520I0b}3lz4un82f8-?lw804
z`s6hWIE1as)2nSoOZMzqperG<+VRH?i8HBpo@SMsU$Clu;mo@A?!vOx1XusL$9D$E
z*z&11d<vWU>XM+E^GRN(u3N^73b+FoNBb?@BCO+i@RaQ(+anc{Qv)w7n9uNCb@jg)
z&pvNj=WLL3%<bURjmqiQz48~#yT0*Xj`rJchxuB+90RSCyL|UT{dJLL!mge(9vj6h
zHw}n2|L1%8z+C^S=^L${GsK?VpcU|ZWs9hjj*exS@a3nc*mYM-n5F*ZVYy82^bK;}
z##UzvmKS8)`8lJ;zpkIVsBiO~JuLes1pL3>lW<v5WTim3hofv$KZnbTZ~PNuf*($^
z`@40)3yl}{tdf>$W{!6sOZqQwyWI9=xm)VW%|F*1m0z`9Zb|PnYtQ$e&AyvfJ-uq|
zt@rcQ%&Gr>&Wr5#Ps%%G<2i5Q5grb4wih$k-#QU)H{sx(rT_n*<9YUo_jSEZ^UdAv
zmUsEi-#L?zS2;~&meu_!2Yp^lO^dF$U#TKD@t{seL|oH?;zbLsxh8FPz4ZP>!ZM!w
z^Uoy6{hfQcJk7w}c5#@|j7-<%?@uT2MZJwZ+T&W7&1U@fs@Cz3CxTD&Dd+MwZku~>
z&hZa-^Uo&a?b()p;#i4pbEM(nP&Uakj%qo_jZ|A-p5i~7@Qg>;_yPZ!1hrENZ%-xY
z)rBn&XEWBA9DDH3j&Qc(gf;)~N}kF7yNNHwV6)f>!;tkn&+gyWe|=E$%<*5TdyQs%
z7Ui_{+;wGjVwex#|9w2q+U9+d&!6$NS@O(w(=)T?|7zsj{4D=Z){Ii;!)p|pEi-16
zsx<$6pFiX41D>>-%lGe144ZJUrWh=DE3@9DdFRXY?=QZm7#vq*d}%-Lz?q6)vxR2N
zK48VW=GiRqlglnYD-5pjvy|PpIx_4Av%2m6NU=NNTe-dk*SHz{Jk2X0c&nP@ZZ)&W
z%6aL@=Zka0FKh7{O`N;7M_RyaZPbP5rfaj@?7o+quD$g2es<N3jsHSS+U6IheR#Z7
zKF(-bwSbyceRbcjcRPF1kH@@tny7Jc>xA^_Z=b*Nzi{Z)7xS$fZmB*#w!VGE>-qkM
zadt|}B!aC9f4vk*K6=LQ*L`opZy8)(G7c8!%9l%+2bWI_Ed6{tsOPzHSjboF;-2H1
zT4%~6d#$sYmMl|nK;H4uM}04&Z$FoE?NoVuQE-R9r%_(9vTbC&-pLupo#u5%Cc6Hf
z+%x-4K;w+l8$6FO`MopX*#BXb7wbifnB#ntdY(()RC(MP!tpRvgYzJ3T!o42$-|bH
zSMr}V{ARgt=Dq73&)Anrc(Wb8Cz3qh=uD-mD2w*p$w@waXAT_SsC~4;(z@f(PW7V|
zDQ$s@K8A9(Q|qFy6_%RVT0STjUwC8Fjjfu;j?R~U_GRnA+QTA`qZhpT9n^E%W}p9j
zrM>$M*xgTTJhIB|(TejT$GVlg>J-YDBg3`ipRF&|b({LV_v-Zf*8Aog?%#a%QjM*D
zvAwZ#GE13E>otk+;2W}M+e6~}H(d*uV;A4bquf&cb_VCCx;piTwVr3Q8(HM;^mwjt
zjOojpqI9I5)q47#nbL}m8oawhBL8ljnPc@~bBEPlR?c%`OXg)Kp3pmXqbO-vyq9WJ
z%pLj70<8j8t~VKXH9pw>xMMEI%gT9<qSMm?H@v#1>?q*AFf&Y}k$G0nt4`Ukm%0S@
zztB_ndzZC0tVJy4-mMQV3U{AuSQzPA5>kEj`LpoXD|I~m_iF3+TkSY(CFI!fU`q71
z@PubvDqlKhi8>tFyy#UcyOs*q-A%mhmDR`kc!W6Y?rqq*a7&-=oC8I-w%2coyzTkz
z_&5F=I!{uACddmeW()q*eq?{?jF|2hDr<}y4@j8A-H~QxoZI%!(ak^O69dz+#)}eC
zvtHbJ!)L=7k#K@>$=)50ADV5|PhDE#Vqf}Xo9;z7X34t>S5BJob;XKEr>UkrD@xd~
zx1rEx(dy&&D?J%RbM8A?)=%@#O4_3{<>&Lg+^xm`1?R+9$ck)S=3Lxde44kn&tBD{
z@o0ul(oYpDX2%=X;&>0#Tt4ZTCR?T@^`J`d+KW4@WW{{1NNOHS`5OOZi{JCW6W`i<
zncnZ2$MeQ6NsYU4%R>=%*-7@BH?4c8p>Z}?>f|KFu2uX^mpB)Fzn492%j4-Wul3SS
zzOmkSUFTz$EZgFs5Bny5;eDwZan4owLDX{2a0%P#kA(F1E>{SWXk7i`<=GxH_Y+4o
zm6W4&PTO=Amsy-!z`J|p`YFwq;%iI33)yINJ(_0_e*A<r`(h50b1f#_Z0%>;o#MOu
zXVk|`E1Pic+s8Dwfc7q>|3a6n)jq8HUf?v#+j)J)wRf@cOI@d*^O+^jbK=5t`<wsX
zR$t)#xK;1cBIn<SW_X><h>p4_-Tq+xv9H%FRW(^Bwq!1qvRR(K$V<FHQT0Ob1%GDK
zbPZbtA0-2p-Ts2UIlSuUUYg7{T=(zT=XrCUWtJo@$=A$p<z6(4@rYwX!L5xN8W)!+
zdN^?}T=+0N&4jg8H&Nu#!$lk9Te_-KzR%p@GTBG{y~>uDCF^g9{g@@=_<U~1@(pHA
z6Bws7y>hR6I$>3Ej(%)K+D-SBAxmzuZ+Rb=cysD{{#f~Kg*Vq$aM`w<*~;1U(LlPA
z-)`Sg!|9uQG>%>RCUxOtO_}Jt=zux<R(`T=kV^j(W)|c>f5Klbu`8V?Z@%dacT>n%
zt-aInVBVWci>tRS=a%#ki*eg1(AquWV#}ZFN0s`cq?WKSpYD12QuphTkca^GZP!KD
z*G%cJz22Z;yy3y*BZVKzB%EB2CDyGwCwA=1imJr|v-Wpp^BHx!PE3@@>GMC~;?A=1
zZf44rYmJ;MvX;D2H@Z7>M#lsN=FZ%`bKkg{XQdpye>$#(?-l!IaUZi9;p)KM>Wpr@
zH@jzr{knfHZo*H&h?B?e{w?{oD8FT|g<luDbmEJc+t1cs=3P?Z(t5vSVQG+!MyA0A
zv$9skdLB)=`LDn0UCGkbyk{XPtMg!sTi5rx;I3(}d)HJj1uTtl=svwn$n(IVMM67g
z9FvsrQ?HiMy(ixJ-a=-Rd#iZUp_sxjGru^)`KD*1eO4ZOc~f+XV$-LOIiDDn?%g@C
z<?%L|<>ne6k4enfG(rEBwbY4ZhrH!N#SZbORJfVePOKNo|M1{wq3ARdXRBkAU!S~X
z!X4Gb%XP5j)cUxtO$&JsX7UuQdQi71gInu?(x;M`yd!Itb{)2=Jgk!H_s?kgZ8p{;
zrwckNxV+ufH4J%^ZPq3moK}dqe7tsJWm*32ZDkr>|K(4MCo{5od{lnE>1d6R7nksf
znic+{&o;RUyk1;p*>&yq#htb-2hR0hDlSj#nc(55zj@kX(Sm2+CWzS8NB1t7{?<wH
z%<_N`o|AG;d!PSab+5*G+N~Go`Gl{F9MajUpqjh$j%{Stlu65io@GtDbs^tj#!|B%
zj68~anT2XACHwaD-2Z>CNg!zU(y(dC{Y%$fteAUm$!*nT>vSh`Uy=~LH1mqHE@R-5
ztp93`GuGd{;dtu5{t55jKW2Zr#N^NXf<;Wm_J(8K_Vdj~lNLYL`08Y%vcvgw?52IQ
ztvyYyUZ_*8GXI$uee&`I#pX)uyA5ipKPS)Gv;OYd^#<I6o*@kxxBI#m%$jCy!2Q|!
zsDuIc>2gI^-LCE%WmDD}aff7meyn?`PAF)@DIJZp8LVYDUDw(EnUwICZJuYzLH?ZM
zaoybu3f8>X`(1CE=PZHkXRB+?=Cpm2Hu`uW?EZ>#B2&|(e!5&PPCaH;y{==YwA8Up
z4GTLeTRJ@&ewfX_b9krWj9nt%V>I7Ao%xXCw&~_=F&TFhCwr~T-tafYomqNg>Fq?t
z`FWj2$GNm-{}oePe=pD`R<Uo(1kOe&r?qF*4lGw(zv$J@CC-8IJz6;%B{x*gIgn}=
z^ka#3!rQNJ6_WXTZ~eY>qW#(HRd1EI9oD|0xa;S(m4|uX#J#%kBS|CZAy;XJSL@va
z!ggI&EUzb=T=08^v(&_MdESdYzGB;U>TfisrTxLTR~|lDUb|6{q11W3;+4er_TQvR
zPh8yF@HR^GdHIhL7vAZ6KXiC&t#~r4(x8ch^SDgchf1B|8Fw4n_Es~Bs7{*gd?Y97
zh|Ia$Oa|@7Ni&@{?rO9QvGQhX`C^&ECv7l2yZ(XbGlP!Pds{7I_LWPQWOdCvyy4_y
z-7|^{t7ka#$X6>BpGf?m8PXuo`a|^MLnWSlN6ih|leM4v-hO90zn<^$#~q2L?5Yp)
ztW^y?V)&vmi+azTI?9`U>s{HMg2avaG0i*7R~6j)R=e&9@9Uo0h&vm;#a`>l<mlEt
z*c{g_{qAGQq?i0%(%){cH=X?K{<SZA<;;C*cM470sdF=NYPWP8UvIUhOs}-u^PD#?
zH$6Z1U~ct0kH^enk33{tr)+$wAK0@~bHR~MCte(ri0Hlf(ll_spZtN&TMT<dw@<a&
zTiE>9Y4Qq}pF3JxUU+U?R25y;e5`Dq>Aw^UtJ;ek%*_{8*X8h)1(t=n``molJNJRi
z(MuZ{+rqsUG_~kft<V!Vb%jam#1U~Gu6PBGe*v!qguV;yytK^o$JaO43tHDkZD*Rw
zT^wXlE96tib&jWMTKJ3~QI};r9nUS;`~FG%x&zPDPN}`+6D{j`6p+tzEu?b!ciwL=
z6>=<Id`>94WX(He<?mZJUv+P=nRIxI<F%y=emsqeR7`s=;m91cr0~e~pTXRP3fHSu
z`X94}T~YfKEULC(eTJx2y${DyeLlHu2@8HXP4AQlk^Qu(w)J)PosQyD65`n#RTeI1
z*(tKvu)S$U$AV0YD1lx2ET)SKC;XX~!D-61B=YUY=<36k5$(r0w_2T_|D;%QTfgS|
zIXT~g=KL?w)m~LGDM5O5S*q3A9~Rq;=l<IBYxSWCFGX98Pn8&z^{R7ExVT&U^2zJx
zyl&6*JGMwrw}EM{+|-vL(@vXOv^g%D?7;j!tN(Nf*VfkA#&estESq%QU9roIt79sY
zw%3=Fa~>LRys_K*^2#z{ZP~LWmo%@L_0059kF~r#)9=gaS@#1QN&=L{zR#=OR1^^T
zQ+hA|!w-A*@LS4%xATaV-<-H-5C6Azy{WrA+|GPlTD0^7uin(Rhs?ueOMi3UpW&6A
zBD4JMA@j7AIimY2&jfLLO;CT=TM_?IT1YN$rO5V%6dS9q+4f;S(mwgLMQRB6x;)k6
zvJSq+b>Aj$p~+_nIsOl)QhvWVH}7cS_b>l+Jxi~ydvkNa<(FnDC2aBQHEZL)tugmA
z-<*CoZ<ld(nFF_DQrMTocPHlYDm>=DacW-Z3(cFGkKRwO|CY1d(YSC`&RbQnCnuYZ
zB$=F>Co8)*I`-_mqw06g&D*OMto~ms@!J}m<MFd>qs>3J*L(D=z8_a$c(qQw<m~wt
znPmybGj3n<S5#I|V7b=$^XbeSmHdNE-<wa`>!o==Vp@DGS0z5DPATDGI?LXU7`@rb
zIXAB-<Xl*w=(^+hED@pkPp1BODOB!Z9Jg1Y&SFV@X#6cx%iErruiE|nW^Y(KX+kk)
z@P%u=i&xE^wy5l*n8`vRsTm$I2d_4rR!!WjqP{24a^^PQMBR61HmMml*3`|=o8Z9F
zc6(`FD&v#z{+qiu{$W(%yi)g^UoqG&_roFi1+L4S<0e%~^uJoyJUyE!d1ANve4n5B
zu{LXL&ONR+zZ)Z^*-=$vDXKR2n)V~>$oEf+lN9SVulfF)?Tx<1>%VqKK0Rnpv0d&b
zGx2Lel4Rujo$dG4U!VRF*Jf$+YQIpd%w)0kFCN|gxmP-}+xbtNNAw?+{nxj~Cx7Zv
z@!{`Pc@pv?c4EsNk*}hj6{eE{*fV~9eLS(H)O-*B-J|0F`FA{B?7Thps~eYl-p^f$
zYh0Ee&#TP(IM={eYnyr5?x%|Lzjj66+nph3^vH3~?(!W^kDm8AyK4RJr>^b$4(q-@
zJ?Y+q#{G|`@xSVlD?I(Y;Bw8H=zHmsMH+6R+k?69e2P0W>v`?EXuFPAKD+OHTD8Xh
zobG*bPp+I}%`5%ntR??0`L<ebLhd?`u9|5~T=fx;{BvZ4nxiKyu4(#G6>8=xW7>Gi
z&|w>2gPmlmN>c&L+PG<VRxHZe=j4A{`lP^#wUgR9_ibtGnf*4_!ct(#lILBwR_N{v
zlsT}SW7@VkdW#huo7YMQ`vf#~%)e%<Qp|e8Fx+9~C8g<7EAC%RkUIbMok3+q-ae}X
zi{C{RFk5{8?YwZe=BgbX6WxtxG&#gJf1UWCv7sj5$F+c%1(V%NFSbSODOXAHY2Ncv
z^zrO3OxnE{=Y81uMU!WPYnAEg8!s+sz4ttv8<Uv!;zFa?Vy!z<^e-I@_TFY7p3N?@
zHhFL8!dv>Bd&IMTS1!7>vh;N0otGlt&s*KdDt+R2{q;5_kJinL(%L@HxPNvFUxMQv
zrGihoDcAg6AIK<eu2W)qo~HMDJ;y=G^hb;Th<`c0!X|i`#{~5k{ab^1o(Avxa{Q0{
zW%=csC2h`BZfZZ7e5#N0<l~c$$4@@Km!0Xa)L;5}ftlj|ZkuQ9x;kA9#ZNZ+n{}Lg
zT&drmJ^OFbCyQ70Uqn7t%+l-5%F_RKbD~v-1ha$YA&#$&i_XlPvSaO;?*={rooU4p
zbCZ`oI_{yhT>HYp!iFhFxPyhyI?Y&8Rck9!f7Rr@?@pl>W83y~4TpX$-@98*O2@5v
z>%=2n*Nd*NN&5HY1^8~OUHf8BA1yko;bQgaRD1AtR#B6!WsNmAC&xY$o_WBKGaw-4
zVxMs2DmLcHiQ4Zp1e)63vPwmUdp<9<(A%DHOesXfQ~7-2lYk8wi%+%du86$(_p4H7
z^REDTv86BG<;t(VdEMFBFFjr+{+emYgBR~7HJ$P(>r@I9obHpAdFqjlZqY^CN&8QJ
z7Q3<M)#IPF&qNPSIxF+<8OOBy(-vNP5;y&n{mdVA7Y_gPs)^^D^ZZw=+_&&YzsoCc
zv~J0i`Q%k&|0*#*OCjeMtL>W)i<@jTHrt$+e$UL9J8MV5#6TmX_x9me;;wD;^<5|V
z+H%MGcDVvAgKCY`t^1#H6q;YU%^cmQGa=V<(}HMS_mb*;3!k3YG?z!`uro(=pN_^C
z@kqUL|I-sw|K^k`uFN?tcz;oeaM5$Nzpn4HES<In*)Ldh{cu!Yk6dh~<tB#<MJ|eS
z4&Ic0`C{kWJAM;$uC82Q^X9Lv`=NU-fz5)3e&G{e`A-NIRJ`{#MmEpVNk?H>bJA(S
zTZ<Zu1kOH9I6ZNh<h|dC%lPYeJ?{_@-gT98%iAkeUu8N|&T;X7eq~vde}3XJ$^CJe
zKb9?1wmZ7-SNQBc55dFRK6dP@Qb~yOb$=kXewp%v%w76ZR%vdYd3|q0sMs$3Fw^}J
zp|M)2o$Pg6Wh=MJGTOc=-zxiZv-9QEZ%=%_)n{^7nR#E_%|kao?_a-9`M&svuiU@;
zOltR97}VQct8Z`mm4Ez~y`$q^>udIZR~-_ymw0pkOZvfUbGKf4XUVmS??N4`=?V7p
zHtj4XT&q?rmgdTO;K>?rrDerAm4weH7X<&?(j-;&g~>nZTwcv}kt;2dsU3BT+oVj7
z?OqvqZ&sTWYZ8m9;N5>#o3{Kf<1PL7GlX~R{C#$}oSB|)GiE%#hi~4!fAv+lDxIKX
zDWL~Ursk!952!R$Fi-$7Y;3sn-7<4ZQi~My-EtC3Qe9G$^HWl}^nFtE(n~TFj0}xU
zEx1q*sPrs);=`}A<GSW2CdJ1BGM^-B+l*fS6JK?-`g{DAASFijJ11q923?)L^;A(I
z&oKrInT|{Q`p&+*zp!$yef=Kit$G(C!dJ{zF8T2_Xx8<|Gx%6Cem<NKYd$AB{`PtK
zd<MStxzo>;t*Esv<KAL(^<`6o-uBAs#>t}F=F}d#RWe!jh}@6A>)6cJ`zDKL&+7U6
z{!8B1&t*%i=i2H2{N1u{ZQhIDv)AO`+Iy{SBU}6}>C{c%zVYv@iQcg@alU+FWz8El
zKHub~5BEC4cK0R+PtVW2@%!fg>Yw%T|K?Bs|M^l-@=gBV!RCASUwSEZIPul)>;Fn7
zzWnfddq(E(kM;lUKVHB8sQRb!;rqYz9Od7?uD!!I=dvrq$HJt9|5jD~(HmYZ*GmuC
zR~viVpk~Xic^|(e`L5o$>)tiC&bvqUZL;l9{QElLKDX83PY?1tbj@GH?Y`r7_q9P$
za?<w=%**xaX1)8on)y>*+W%WuZan*&ef`M$Yx}>w^sbv@aqj1anR=$TKR=$?r?)oS
zH~7J0z5a&*RTnF3b>;O=KV6_&o%d<cEt@90=)THV+xnB&O6)sQ%3S!Z(PHnmw;wBH
z@}xT~Oe6bUKUhdbWLG^ty`X<$`I)s(H!JIenj}72q5Jt);Js}JN)Mc~nYky~cVFVn
zYjUDthstj}W1n%9_wIpf{J9ZxZhj0n-qyEqS=Z&<zrQP%eT`$T*F5kinP<nX9}yp%
zYjb{Xc|OBeZuw=|Z~yo<J5JuOcuwla#=pfO*%Gq~oz1n9Cf<mAUdtFe>tVTz^)ES#
zhTl1?HFge5?HcwUJ0;HK%=`T5#am_P)EE<Nzp=Gz>pYuV`#A61dNCd2H)em{iN+n?
zD6PIC`SZ==x4v_(`upNZZ1HWD)@SFL_U+}E{et<;rBjdYJ34(xW%%mp;ZWB8m}7ow
zq=%Nx!nHmItzr?suX!_VsgrFuaOXj(@cV}obPwtB-CVcOOy<ts2@A~M99SDsD`UOI
zCf6W$EpvDV`|A_TGcH#Pd`WUx&ATwO)Ut*p^~L8qiA$K<C+el&7v5*2Q)nT4{ZHT<
z@jn?qX2+P%`PKjLo>{+yUuD#{ZBEbA8ZU%vB%J(}5v6B-p>*TZTrRT<x9+Y><ydF-
z?e@I2OY=_K+uaJc5ZWJq;NOeOUw^Rs?PCl3zs9}D_wCigvo4kk>OLry`Fu&ZhNnU#
zzGS-CmgU77KbL%SeW8}L)OGUrUFRxmWS5t7Z>e{Aen$7FSZ#JP7gJQ`Ro64&N4q}T
z9{jEDYJK3(_6K3tzqr}$Y`H06qf>tQxlO-;NSeJ(!K-ZxyNuH(Uz=*qQ23GQ!;DA{
z6a8qz<F}4p?U^9{Lh8=vH>u6J?bkZzzV>tV?VmkE*YL!Npw}108~RS1XS!j^yfpuw
zd`gA9hWg@+irin13uooaXgr9YwDXdYqxdg9|CJg0cE=hm@ssMA(4@xx+rc6>^y#@R
zek^R;R-LY^cYM^8^X$cT$@>h4uSqh!zQW2W`l0Plz<z;$Qd527jy5N~k7D;`RZ2K=
z`K|M>Xr0{W{5iqivmWfWl;v1Gi+AgpEwwybpO%-*{3DvX<-eQA>@3yDKhr;Jw$<7_
zHF@S7y<uxwQPi6r?eInW-rBFfy_bK(KfNfI9UJo}ExYSj9o4OOWYOZz_P$bn?#Ukv
z?SnHOY`pnL)JDpJVSk+W-GtM370&H^D5|P^#;jNN;2F8k6ByQA&a`Ph^ku^WyD2j{
z+?=zI2$sFM)M)1V@JP`0)1^1s(wxrk6s%FWDgQQXA>&3to-Le@c<*Slyj}F;2GcC7
zy42Z6KODG~v)w7ew0GmOm-`QOyqa`WaLtofhcEtksHgbNMZP#P?Sgdrh0GZ&$L~go
z&yB4%HF><J`>Skn<HL^=ohL5hjW*_~jz9PJ=G<bdv|rl0Y_6Y~dO5p%)2;saCqa{X
z8Q<Mi>6v)y^MkK?sb&6&2NrtIyc=8BSRH$+FgLGQbMxhIAKAD$92c1F?2`Gv=gv|V
z<{ezC9~$bV9(K8KS1<K`uiSl!cdzHze7d+}d8pA@{@`~<e+O_hr-$fNv{rk4_;sEo
z;@GL@M(Y;}B)`(y5&yHO#{by?1Bb(Bw77*g)Hd3jc4TZ_uskC{ReSq;qes&^mk1R+
zo0u>=ZK{&<k$YFQZABHz(%c?(n$0l2$zrl$yUOIV0##=@%7PiPjk3!GdLDgZI`1Pn
zFJk5U&{t`pnxSk`B3v`CbRPdA@z`oPW017f#Df>7o4VDw^!WYO(KoU(Pw_aeoU|Y_
zL;T>p&AS*MXT8|VXkp3u{z6hnrA8*x=d0CbG9HRv?QRA;x0ZKKo@Y6I9~<vG>(FWY
zVoq+kk`}t$=D-fiWu9+!8;Tz*cpINux@jGcs?e*`DX}?)Q?gTHPg`f^gkQUABJDAy
z^r`+P;diA)9I3I{#tYZ1KHcYgK;&>x!25&izAh8@OB7NOD~d5bxl1PW-tj5d7tKzM
zt(CnaT5(B@b6=mC<clxrxtsQ!u-$TUkKKaL{l2~He}`XIyB70gqHX5nXYLo(oIhL5
zNwWAn-6Nru{jL7Txk3?T_OnD+?r~w=_}b=uf|x}!$K&f9343R!#%5b;H=HdB58GZ_
z;SifuIBoYPhvy#(7<D>@{xdV(sAD*L@W-uv{U=uLpQ&)l#W7K6p}}Q=XR-^!k8Gba
zyJV_GX6d`lqCE$`r4(tsO^x8c6SXpdOZIJmxtL~z<m26SE8<r)85A6SqiMf*CZBnk
zm8R66iODMAYj!JY?2Zd!$+Gtk{}_F|tnTS$_rmWx^O8Q6<g3YdP4(RswA4bmW=H0k
z=|>8*Z1x;3`@3D@g6*a5g#8n)Z3*yXnfc<50bA5muOk(ScHSJS{2J0O{O2O38X9x@
z$}kJdM|^&IW2)VsNhOA7*eWv~zs~!y)WTnH`aju=cE9hss{ER=M8U|aQ>a$zMXjal
z<ISnRC-S9a?uv-u^JI9W(_X;Q^tkxVrSDo9U2&$L``hO7Y^YAFD?PT%Q|zj6^4a#c
z5%I=zc4XIn?R>j(OG21yQ}}-Y0pDN=m5PX86E|*5tKDe(Z2dXs*Cow*rN$B~Pp_2L
zbaBp#F=*M8+45&qV_B>D@m2G!)HZKcm-@oc>2o2id3QY5=J53*iL1X@uC6bM*Igwb
z96l?~<p^UhQ$2gU-odBxn_d=O+cBBbVX<+wyII?@oMm<gc1W`aTbCaXz4$pp-uvhT
zF&6h#T^?JL-3mIS_uKdEe5h6~DG~Y3xY3n)!Pny7SEOFMA8wntF|BX=*3JYar&JcJ
ziO;*u%ah&AEzTv(^uFm>FvZ{Hn#K`J6*k6~!oJOKbDOzu@fc*kzj!+^v25MNN8c3O
z%8OmnT0{k>@T|4x_#83S=8D(3xp#%8-#NInxhx`9y)V^@J=Qh+?~%-&2hvGr=gbdF
zE?Za2zU)|o{p`zg+T<l?m^&|fQnz^e!Ij%L$Q|<xXgZ?5@N#x==d#>s>q8qXc4wu{
zIo8j;y}q-_LV8yFYLO!;L2YV#d>vvo*H`|~Vl12<{m`2Ah}p8bj)oi2AJVxyo*xta
z_5E3>_vWsqj*Hif7Jm?W@j?4TZrX+%>m91kLf2<_ES&b>mUH?mZpF1#vOhJ~-b(aY
zy{zOV@0qKdzca7?^AP?is<`sjMaR@nt#e-OJSp+)T2=C)8%O74sb8*G<!yP@u0Z2&
zpifof`w3GPd${L(%FbQuSyj?~yhHGQpZs=Jx5rH-S+ky>O0z0;j%9!R=XJY4;bDtH
zW$WuVp6|7rdn<nK+?}&0uRMP3&}Zk*R(t)uf`6;Vl%G%Y>A!#K-iqg*?JwTvuB&b`
zbl>JAIP>E5!n?w27yfr$SKa=9U(4%z5BKXo+!eVjC|M}kSy;Jl$JT=dPut7)_rCsi
zy58`*ukDMIrO#KtFTVSb_4~?q^X~S`Raf$zn74G-(?1QD_P<}e>-f`6?~i5F)=w_q
zT_PuUwB-0DR;4n}<RzV!EI!QBdH*J}bx(0gd-1{h+7p4TO%DHWaL(t`kYahB;(k_S
z#;k?vHw)%;PEXUy;`sGyW<;+}T9#%#>)PUXZ(`0cPxVO8+1^#DUAAj$+r~4_MZXKb
zZfNBCb1LoGS%!Tx8ihAH3xE9c!X@JQWB%jc?2W3f_iSJJQ)b28-xa@8KHqw|T<oTX
z!pc(pC#STeg}=X-4@p&i-nL=l+%<*T))!LeKYAEyHiut#!a?U*uh^Hl%+=aAcTU60
z#l>ZRf1l6SUE%U>w$2KXTT_m_7QY(7mHp3@b?Ua&>QgtfPL0}j{=}Nv6vw4r2bUPL
zPSu*FTFp9DYsLieD-pkP-tKMkx*f2<_QL^1-iSZ*K1@9?8geTv*>U^6vrFgQXaAMS
z(ffY!%O6!qf0ljZ{=_|TqK%ry#}~2RR9Q9uuC=ieJoNOu$fF3|?4yg@cZV-D{Fndn
zh40z-@-OthESvpC`_!Kq(Uo6*7W>R~xwLNjzU##&1FL3=Y@Kg=^y+3ou6ge3K8L$p
z+VEwS<;PENQx}}>jhR-N^5|26m+G9N^>T?nbmaFlWnMeDGghuTP5SqvM*`>G^!3%<
z-x^(LVf}<JN%1P{(XO=%Di@?2Y5Od}zoK0Ju5^^Xc~RGy6*8Lcdz+a<wCBH`%qC;e
zYds<O7t_=U_ZK=bn`IZ9WdHvAo;7oA-CU8H8@E{RF?oo(yY=^dU$j?iyLgARjLgD!
zFD5F!IT))J&dwn{Tki1Ft+pmgdq1UnKPmk4yS4qdDo5D_?@iZcPxv?CVC)jn*u!c`
zK2^L6`d_Q<EOQOndxW$4!J^M|O8B0&Z9ice{P*LJ%GPhmtL*>2dUbZ%l#Y<z&THCp
zA`1FWJvksEm8kIegf`=3U!$pP^JZUP@#pcWXSveC2j+Slu+~m|@~yU7^Y===MHkPz
zww&lrWY*Ym_QZsgf7=T@j~<!6p55zsuGpDW)u!kjksOXyiA!Bh26Z+G|M4~0r}cZ^
zi3o|C51Ds5cx~PMjN7E?Xy%0VDt&$j0?S{Y@~`YvJdwBU2+PDxX{|QTOqb2nJmRdd
z{=Rep-@Xr*e54-~IrA^~30QS!o*K*Yo>_Bm{#%%;HYYp2j4eDP^PHr|gygCx2JC02
z>@^QedoK~RxA^BNrm4;v4$~eroGur*7kvC%yw=${lA<zErr&$lax}EZo!m9;YZBM=
z`I>Wjqau9k8l)D^J)OONmjCT{pC|rupRgxBLh_K}+xc%?-SpP+Tx5Q`DO|ECqG$b$
z5A8Q&*YRwWZ@g2mZ2d}}i$bjhSKI8}lWbigzJ2f(b8_{1)^<ujL`L^}cw5HpU!JDt
z<rhDdd)aCAxL@sdf#b58`T8E)PDXCi`g<%sR{i#sFQ4Y*Y@WETrhZfJ*2j69e9LtA
zDcnr+5r6n)HoNL=9!aa3;7z?EQ|lc!`Q8qV7uY|A>;Ae0;yn6OrgY!cZL<kwcV<g-
z2?^c#^mR$o<xp4g?81AuP6qL3@Vq#6Vb#ZPi>~!Howh1%d9a6l<(Y3;4FSg|i`rP9
zdbNkQe`l=omt5!mW0y7^IXwBP%$G{##Lo8fS2(4%_?mfLUNlEI@Xze6Z>(RQa!iU>
znEJc)alz}^=hfx^^_{pZzmoBPu#<na>4W_?U%r%IZTN4vaQU`<{7*7D-`4HA`<8jK
z`^*QQJ=bh<j{oL*`LwH-kbS^Hu_b<7YN}73=(Hc=GA(Fa+1O%mZrPGuBF>vaxu=MH
zeVQ8HqVC!B^=)d<VYl}!={akQo4#)MQ~FTlJ9&XY31g{m(KnVZpLp>%OD0^*xnaFY
zY(uTJd6Lfdjfa0n-O>?^(TG0pTlzKN)2@cAL7U!x{dddfeMij6DOMNM^j`@1e_#+j
zCv_?9@KU29j?&JbKhCy0PT$<JrIP)vWm)l-4O@&1xr$Qb#U)~-0vhgoOq%rlmX_hp
zYwBMV`%5R(o9%qvRvhiGspiKNUb1kr>o<LVqq0W(b0!9pzr;vzS9>l!*CHHyU+_t6
z@B*PlduH_)Yu+hh`xLgyWLCrjHY1k(n&LB3_Jxb}Cb~H)uC^37UvlN$hFDvpuPUde
z9!?3o99Yf&ty6aQuF7e4K5E~*`X4O4JdgFz8<Ew{AC$R1v2<mxskD&|=!z=n7pM}K
zzx?stBEv)L8_yV=@zc1mN5$yohso}xyUz9AIOwF4eE7FqarN|&+N;uQPG1iH;d=VD
zqKfLng}oX1$7e;(JGcKxip+i4L_Pl=*%KQROsry#zC1ON>+2G>XA+;pic+(~EuA$V
z@?HLyQ^(hzyHVAC!_1dOy!w|~%QtJs%n(_4?7ep74ka%sv5lf-nU(B&Jd_vuy00$%
zF@x7n<{nGjkp<_jEcw@Jpr^*SWKP({pocNfbhzIu1ztF^|I|F0UFXg1GjH6se*J4r
zuL930rAhO>h4e0P#ot(<o%2<8(G{0D-s1N*rQV$U<dDnh{=<{fC-O>PDOu1t)!3Fr
zM8hpoC)8oCLg5jQLl35NIdENP*SXTzdu@Wu<iM6^cOD+T#qsazoc6{RwU_H;KO1~d
zWB8>Tu+u$nb?O@Kupoaf3w4>F(y1B&&I{&VR=aLC<<r{foP4VTrCd&WX&yZmFh6Sg
zbK%(%yaze6gmy%Kk=lIBsKWDT?4D%*muWpqita4AouOeCdf@7ek1^f(mBNy}iV9P6
zgCo0C73-h9UiRVRXV%y4GP#-utG|n!W0h}Nw=ko%Oz>0ZrH%?`<);xIcV#voJRC5?
zJtgm(SxLtx^F{4Poz0EBbpu|+elzc0aasJ@+JYAz)2Ezii<5i)Rg-nQ<dK<em%@))
zJlAX0=+U$MDECoWcsqN^PlG(i&T#e8j)FInxHBeyn`6CliPN&a+mS6cEwMAiy65El
z6g!}ITWyh@x0b+xoN&H|+$sJ`>Qt+izSz?qub-5iYxd~orQ^moMFQ>BEDYH>E!Qx0
z+;+TEuHaeX7vAyZ$Q*|oyOX4hAI0f4b8U?3t4Ly#WL(8EdD~A{qskNYht4zhPL|Ab
z*bv$uoA;;Z!~6+f8qJNiUuL@~SFQ0Y=3zzQL{WS0&u3f<ul3HYx_Zg_+Vzd`rx>p8
zp7QNbwbk<g&8KC8dx|+ks#KRMM}5$?DO|EqCUeR3ZLJ<_o0#2>9*{Y`e6@3WT;lDB
zGiT1+5j%AI*%R|O?tAu6?srm1NOKhN^T~g9t@x>Bao4Jk!JDc?*`}Rf5HMozd-&$d
zp4-(wgVryudouaX((_MM<|sY&NETjr;pF?<KR1W%I%y_yhVSFjl$RH^eyJ6k?b#pW
z!*)*LzOcZVxif>cHC5E(k6LeA`Pop&xj3in%iW#wJA$U4F8{|;-ubLpP{r!ST>Ii(
zL7|*JI*g2&E2bt$re}Gwm1k`~GS~k6`_Ct5*T^~WbE!C5r>T_N)VN#de0FBODsO31
z@%;R{v?D%(_JMCdTb9o5*#636qUt>bk#{fd7cRK@^wC`V>zy*6Otn>RryX2-k7r9G
z_qCaPG3`h0TG#94Z`k=+eWOSI^|kVs|LpuU_tVp7{Hho3+{ss!-8{8r-Hg|F57p_+
z^LBH+TjSe))Ozh_7WN*l2U8~)mc0wuew%}v$NgZBO8xnNMyniB+(OO;U*Ol97wxp_
ztjpxy1pZWw8L7(oR_ZTK+TCh7Ho^bNvTN=${~y2RJ?+eT^+&n$_Ln@i6t$da>g0Ow
zMbTXkhu)m!`}Y3$!dP{Yd*fwSbpf^WX0z9ZZIM3GanL}tU`LAmr@PfE9w)dCgdeKi
ztLA@2IXm9L(T?-QuN?tpee(=$lom^ETEuW#cHNu#vCOKaa_e`e=+8QF#>IN3w%(4D
zX4Y@o^DoDK>NBhlD4)6T@cl)*m#lS@U$;A^ZtnHiZ<UF=qswoaZeIT6&hp(ln;v|g
zFA(=FcHfoOL#OwgxudzKq=T!|&adL-i+LX|S<m*DbXvVt{F>gxzjHRfRBGn9I*Xxo
zdfz?$J!ed-^u*#Oo!zK9Pvl@I<HXdW9WfO*JHmnjla&>H@7`GY&4T6clW-3GT2l+<
zJzvhOfAe{|#-1-Vl8XOp8$JjfzaH3QwK8ee=aNvl)q7IbduZ#|K45#gbp98Er%RU`
ztv#={;r!*$YnQ7|wrlFMibZBl@$}otKlOb`+^#vF)_mF&HTlkxJt4cfCw^L$qou$3
ze8fJ_%9(*CtJj6aF}YOM94y=IR=M((R=|<}1+AZo7EfcYdo24jbw+tWmFIj3#q5?i
zpDjkGzjH5{9&5eV@9^<FH}$*cGDTm%ySpv!_O#n;7&d)R_4f-hlQDUCN_1j<c!^)!
z&XBY#MW)M~gCg>u9~V2hb@e2h81{V`CzYqSyBBiVUYS-Ckm0!8=hqRYFK4n+MKx#C
z%&5)#60g^~SvbDy;*z-rQ+nc`7TnN##4WxjaNfReJdX}ft1#;>IyKGDJ%i`hn;;Xd
zwoMP`ZT5Qgz3ttU1-dV%lv>5hw$8p2nkV)0k<Xp~%lqs&7KLOxrkE{RIz{++>0DO%
z2VP5;rEx6`yEEyyuK$;^yDWFVihbW#yt!X#b@P)688?Miq`TM7XPYoFvh1Vz-k;7s
z)5Nl-Y~E~j^3=J4SjSVFVyjoaaGBLL*{U*P(F+Bq4Kob81VR_^c~4w(dmDS}?@RCA
zCn;(q{pxO1oSCS+V8PD44hhi}S2>cSCu!R)fAKTpC;z%F!H-lnPKdj)v^%0Y+i_!l
zc*Ksx-O*Yz6}IiV@=oE}hu4?6^tl$-%=1n?y*k(;uIIW!!O;rm#QmKszE5}&IC06&
z>9Y+x`c#X4Ur5ij-lspo&~5LR%$<!#Ln7|qiQgG~TzGoeEzxCZPZW|{U01Y5d(LED
z?VhVrX6v(4p{;BxU(TnePXD;3E7Wj{a%9(KMe>=Y1n6EDT%9F2&)G9Qc*7=-<x4!x
zcV0{XwD<Xbhl0wN>t7gm-_-B;w?d_yWBMCyJ?{%Pe2dQ8`4vY_*|#Z1bC-$#{)Z=3
zyY;SL{OE9TssFz_|M-Pt#Z-61-zt87d~57p`#L?nw|7IAxrW;_f3;crZq|mxDPLC2
ze)p_?TJM~Ic^B@T%T3zCyEJpM4L|3~5P3&w(KWlScBbhxTa-LgnRHXMGa*LG>J!7p
zyYFj`N8eFB@4f%*hmP)*28FCEJ;feM&s=ttYfI!5;aS|Puc!4UHi{g1eB%4sGe&%C
zzW7?JN8Ws+Hak>!dKA~xWxlKyjd`gaypIEJlxBX)vfnJ5A+5QlpDD_H1~>bnpbcuj
zK7DBYzMYF(@R#=%U9JfIM6sO7y)|rH)B11Ls?^+QZrZ4rrO5T-TF}nBzxPz$()*X(
zyse#^zd8Mz`jqy4dVY`9#IB#3J*EA{rauf%7v}b;DWod=={|Khuj2j9x9M*loPTGp
z_eyVuvZG+LkMP=p=UOkD?wl_E|8Z^A`tyH}U*2v1T|R$@?uP@j^wrC~v==q3oz!Rg
zn*X8Z5rY$^zx(}@QbQSEpZ+G#zA&kO@1Oj8^?yu0u4g&1`PY9YDdul${{3I`Pv6V*
ziM~{^Kz-EL|9M*?9-C|_zgm2=!t&DBJ$vVP=H6}NlRo)v_t6l;vVDs-t7rc>B;~N&
zcgF0wt@UEx&N@{H9DBwh>z$bVj9F=KYx}$8-U87%eFyGNn=7U<<N1a%-|Z#rXIJwn
z2+lbvQL4jId%-HJQZe_<v(sBAuXp#X+_mO*+cXV*d+Xcml@Z06t@nj^XY|K+waU~T
zJ)*enBg@u^Elledg!MZ)uqyZS&U=@(@$*ADn*|{+CvCeW|MCLc9npH;<9T!DFMIfT
zXaD)EcV#EjO}{^jJo~q8VaXSkz3HakYZjlL+_lcsVcyj{{7(fvUC(E|%ha*mGOPM}
zj)LmEo6o2Jy1sg+@xou9SMBV6vgGjk{58+~f?X0sPj8-8ZSy7atgX|+gG+@%IJ~9z
zzu!FTxBQA{_s(8^eL=4O^GEGfJC#e^b}Zie&-QNJgz(M<N!!#;PYbh?-eDb6*0WD+
zTlT!8cP=;npP2NH?WcK_Sn+wm&cm@s?-;L`u<W7QrpI!@XKLkxEOq0f&+N4}o4<Hb
ztyr-;^HYAY;^iy+E5(Ypv;B5Fdgr*T+LOpLvR1E>yLa~c=1lzWW>{YN=x5TqhCjwf
z?-<uJb4+SilKH>6YiIfK$5Lm0%}aV0r4=x5>z&UB>w|U6&1UKOYCqyQ=XZSf*2&+`
z{+>L)<iq97)2ioX?b|S|dLQ%ex0fuEmDedg6uI*;f8|rZvM-ybS$~-}Kk&3I|GfH*
z(|%9kc|Je%bZu*0i0=1&Z|&k%$^M%a^{z#>&Nh2zeX8#FIo6_QHqD<Ec(we!@X3`@
zxBoOmy{kF4?P+)tA1kLw!HgW|<z<()-YGTw*1h4f>qd#)@~>vP#GRhIsoT!~`4Z(l
zPkx05-nR|TTE-%ldi#D{$-}Z$T!%GxKGfVe?e`~do8$_Yz%RA?`Ti8$&HkNkzrXH{
zN!a|Yciv7qANB6+=4rpbI-l&`X`8)svU6$gn@a~RZOeZ$Zt{Mg6R)vb#E?aI_nK=4
z-%soPzZ&(<tL&$6*3R;8Ybus4E^Dt}G;Mc;9N+$VOYeNXZR@?${Os9H-t&3qFTFE+
zhsX5OUOVsW@2;6vw4UYevfXdm-+h+4ym?CXl|2(IBmQ*-y~{0&n78!K<3#HY{g@AK
z=Y!svPc1UnWi#QO;`fbt{?a?=eJ*Tn-TVJq&^v3nf6I*PE2b4~&pTdv`}F21)pEDb
z2fb_0*MI7_u{~Y$`_ifZb_Tt3l8XMfc<G(r7f*k(^WLd0BX(y0qA9<{GxYv140`wX
z#jU1=k@fdv3xvw%_J2xly5wX0?7WWR1_2jF&mDL2d_DD2Ij=t9nZ4k(ZvAY9Rj=>!
zbXVvv_L<_kKH&Xn@y%@)w~On%OVz%^C&C)pClqaAByG>e)ew+=A%b80+}D{|D(?Qy
zGt3-bNUnen?(kpvTlVI?c)YQ@IXh?3Yv%a%Mbi6r-n!uU|HCqEsYJ7n`|J<ZY$};A
zC^TgnH~#^?iu>{woy#Y6A4~bj=(2HD&w@)Y@|14GN?qEd#gciD=be%{+tuYag~j);
zzP4+3S^t`?e%&EEcVF9;oR<(2n0@#DWUVCiSw}c*AI%StoZ-EqoxMI}?bk}#e)B6)
z@lh!c?i`Ja(u-fkGv|JOUDT%g)!#1E_q=#lk$t|5xi#oZgXWS8T<27+IHr2bP8Zp|
zv_JksfL3lmkRemoI+nIW*NTF~mn-zhMr>ZFvtYxXxG4;C&c#Nv^Oc;CYh6&HXPIO*
z>5<PF)4AC*>~HV1_IdyBg6*oyhq@gmN;jq)*8Z_xNo>dTg~c6R>-G2_*lI*9Q7ZIO
zS+6D-cW!rR$J!OLw{zZ9YO}a{7iTT?p7zLj#f(~&^5%)$mkZzcOIjW&k?{@{3w@{T
z!K$5l)a=Ty6xU6w9_hAZFx=w(btP2Q^0bSN!8*y#N}JkOOJ%%TN@UJFo*A6qSR&(G
zblke7M8;aDd~@ToKh7S<Hy)M{oLR`M8t!b>r?_>Y@WB_`4=>9T{uq|ZpZ?|O$q7&U
ze#qYZf7^A#>9v#Jzj%~?X0PFYe}{P$kM$Iv-Mi7KB)eSpaxVY$C69IDHJ3fsNsy^#
zi`!h|^Y%IOzS(NYo7JA(*;cdS(zm3ici4_L&FW-1SX#G^$#Qp~0H+d%G*gJE5X%DY
zt(8U6H+D%qnv}BQ?8E}w*2t{IXAdy9o>;KuT+@{a-zV-r;rB8-=-i*arDxmr{1Wdm
z^6u=5czk;2CVfTYYq^espQJBWw^S?dvRfL!wDSADOV?(({l9A4QP5^$l`8mt!4{GD
zuGHq5=eI=yS=4!EDRu2*vD?FS*s4VRe$Vlx-LG2>dYPD}>YUXL+O8$!S14q0sK8vP
zO@(WbOR^UG<#Z*kl&iNz_cT4#e#Nxl$ab@jd<Wkiy)gG;ipn3}K)n@8k9rv#58r&2
ze{MyGLhk<^>`N7v$Vbe68+PHWYhc^FZrcq1`JxOu9PgPDGxs^4OAzF9E9xqm@X7bt
zu@_nk`dBm7{g14ezozta_=9q@w!Io=S0cP)j6=`8_y0RF_nTely=Zr%)u|$r?smM$
zxtVBv?lO;h8atENYp<2YdoHH&-dWk0CVKP7#fZ7Q*+Oi;`JOsh^ohKv5Homq$y=*l
zWpe`i3O$zg)D&gYL&v7}?%h)=wj<egN7POUh3BOS|Jv^hU7Yn?W5%>jR@)=C4bQ&1
zZtvzhdP_8<GoyI6jA81Ivsx{Q+c&=a{PF9JIyRo;57&KM?!1smYA3tM%uAj-f6adS
zL1RYuvdV*N=g2(1o4#twl-9ShwzKE0eIWHTa^K#^RT_C;URbtG>8bzmRp`OGljj=?
za~4JOYj|l_RUiL4Nj&F$#Y?~5$2#|7|9_g|eW>X2PO0dvOmCBmIkY(cKJ>Uft=URs
zTV?gcuQLjkpGZEwz2)f^uCuRpzLkAARqMIK=TA*ihc5`uej|PQt!#O*O-iTtc7aX7
zwH;1TRqCn^uCgl|Pxo&>|5i5h-5=RNQL6<S&YnTZfnB%7)|%~>c^EU(#9*>@Ys3#d
zmi<S4H-^=71|RDC(zX59isR2VE0^;d?1{K=$m9Iq*Q;`#c!Z_z*UWi8<LhbbCm)wR
zJQ{6TBvpUoo}u*rgo@PkCk18I$Dek(922VAmEky1?)5KOx!ldW?#jw-)(>$m%5nEy
zSyn8wVqM9NhZl{?H*3b8eDKfUsZk@lxU(Xws_fT2!uKmb>xCcb+$fNFaxJrE!|rIC
zXaA};SC*HkWzBeh=g8MTGww+|eG?aJeyaC+d!XILO=f{srB{+AGeocCHeQdoF0rlV
zUxRMifhVF-{joIy&TgSzqQCZ)x?E7m%z61uIZ%yjW@5rD5zWgc!W%6koOljAHGTW5
zfk$@hcHO88X$_Ip{P(iBHW&Bur{9%r@q6{_mEY+b>}&IU8JdsYzV+$eRx`u!^Jk0C
zGF`EcJka=xn}5lzV<)CG=69I>OSvnT_S|Wg!*siqPJ22T&diZ6D4w?P!QHONw(Sod
zHHrA<@q0hnSn$DRQSgIL`DZR?Nr#{6d+&Gf_xY9eF_l5<o&}e5UhG@6#5L!{xf+j>
z%NLlI<{swWbXxYd?b4$=E^#RxUOTDtgm~|kh3g_8_?V{dW67>L9QieV@vdr7{w}_o
z9uc25ooUP7+^o$d^kTy_4xWNv-&ybZo#*<0U*C1gXN?&ToJBRgR@g0jZC~=lznkOi
z)H3(m`{EzFy!Ly4IJ@SppGf}a_#08T)Rg797-Q5o&s5)F)ad=<)kpiiTTABazEtpG
z_#wT0T3UT|a(1R8@4KVj&dTOz1jXk*63*z)QTxAh?b6V~mW`iULtG~`ZFSaAT^qAu
ztBJ9GdA{!1m8sj`)m<)o%Ut<>&dtS@`4f%SR=$6uKh^DWlhf4SV%HPq@##I-J9mM~
z!Z&O8l+V39m%)3__QP}M`gtWkh!cMA+jj8pp6~zGAE<sm`RSH}#n1M(|8ZRRc<=1H
z{Lh0=OzB;7;Oo4ndpB~+X6~rBd_PySdDB$+ddc^5&HHaX+3T64mV9W|_h(&PXMZJ$
zf4G<O>QCQ_RTD2xUOKnp{Tb6mM$4X>8h^MKQpvElZ(p*HpTNZLawmP<#UFXBuh4#f
zw`}j*mbz6}4e#&MZ~c|v8s@jib6#!JmG?c;TF;+MQZm}iE4zpzD5Wsy{k5+djq5b$
zL}v0DO>RhPTbFXbK<(PB&Q*?^uRUAvG^%Y+p}?$HF^{~bCX1XrpIG4ZW<l&+6N|f1
z$uaZIULP&|$*4P7v}1<Qex>ZS%;`5(?w2T?tLK`ne62*{!V*iznq3>`mE7L{|BZc_
zcuhlzMf4ljH~-JNIyU8MX*4#j>wd?PAI7+GL5vr-X}#=QiH(zWuCWAfE4X$vf5|1|
z?FZ}wSU7%{q^$Dd><E2#`aq@e)XVjk+!i_&Z{M;&!(nF8Tk$QaiCZ;f3bVsPZp+(S
zSN(l4r+lev;q#uX(&^s{1(m-R%@NpUSj`=3{XDrfRDQ>YL!Ej%<h&~x1-n<ynY6Ih
zY=-o<oXNQt3#Iu?GL&BMMtkmP7syl(dK&up?_ODlTz8j448nbmb7vH=tq87W6qylV
z6X5X8w*S!b98pDO?)F@^59?+9w$`bn%<ozKJM!yW9p}h{)+V)n#=F`=pWjj|-}I`{
z>G`cP@e8lqKe4Z0bXEP~j$Qh1_M2st)?GMdmi8dMNqBlTZ$?z@&XPq}Ki``>DeU~8
z)5#g7`O`LU*>%cyMU&m)hznaEXU~XR9(*OMqT#cX&$HAE53lbmZnY3SHr?Wrj+n$|
z<=xIa^CH#1-(9GE?kwlQpqgzH=NWZ4r~B(hWL}=hVz_*A`u4lhi@#3Sv%dW_$8pxj
zV^{AQR~_M0Yt*UcaJzfr={DAb)+bbQ&P)>yNbO(W5yUI*$Udc|Yi+xYK=Sf4Cs=Q0
z|7sNGl#}6Fy<_1bw+Y`nCweK>mGNmU49T3U_hyTlT%xVOoyt`u6JI@)o2(psB=2T)
z>)TsTyv0vUEXeTl6{s+_DUd$&JI=JZZ!)`Dz0}A5B74lAcm97byyt!Qga6e{<-ULH
zS>Ib9`Oh!1=X%Nd|6LFMntZO0*<P!4kM~bySGiW=-}74c*p+<$OCH_LvfusVJ-_#A
z-?pTP)X)EvlOv>|xYQ=QGWb^Y)O4XeA(h+o;yf##eXx8gx$?}Zr>8cv%~@j?eRz|?
zxq9!iw)!u6OL#hr8Ba6KGG-LhwNws&`oUQ>y|?z>Yt{67GD-56XS1e%PP+U}zV5m0
zR#|TMy#kArcr|NM@;%#jw=mr<b)2c1D|^^rgJ<!A(|1E=-Ym+Ii<>#Kt3vV00hK+A
z7Vm!=!5Nh=z1+}gqtRx^yJwy!-A%bQKhSB{s?X-3Y0F|aRV;t?p=#>w4_DHc-HD5s
zxpOt=rKvM>1^V~+Du$(f^Yoh)evQX;uT-CfT){%4Vn53pj(p+b5yxs~f?CY8;*S5i
zdE~JBm-i)G*X_1nzHH-rL$%*>3j+f>o9rIzwkCZ!7c=9`zE!(sznK3tJ^1FtpU0=Z
zy=}TzGxOcKXEAks^MccE9Fe<zBzpUj6%7j~cty^ZJ@f3|w4mQ>zA8?=)a7iJm0?=9
z@yzQzdpE3TSbfsL)z6$`b$wIe-We-oK8tOi<8I=AC|}X6H{srWH-nJYm(8oIFMQmZ
zYyY@Cxjg;Pgf(^(oi{)IB(S-)WUA+?T`ALRB!nuJ7i||mk$0vrHGyH1*h_(wz|++S
zzlTbQm^a^@(&PVP)(?pZOFMV&xH+q$T2S@j5wqiqV&Xo?KNXYKEmu0oGF8ilo#o)E
z^>^gEHMWG6cy43b;_VRYziYSWC%ZC_tWG;?9oE^m=57gCex4~oX<O5t%Z8;5N}cPO
zSR}W6{4`UPZLiP7XkX#^EGIVKPD+ZcE@^%Cq3V*j&*Q)QI`__)vAwC;!|LUvj<2HY
z9Ap;XUmh6ZEpHrUVA^z9^$WYsiWQf>diPgKY9t9?bT}d|!hTWilGTCR#_>&0nx9_~
zP!z1>%Gt%(Vk7mHO;(}hh2lPC(~PGd9;a8di*;$-%YHL&=FMZ_?34LtWuCdhQ^yq@
z==5OnCADp--`(yiXmEYsY<a_^<n?N{%;(4M-;WQO*3qUElzS@FHPtg(^q*AMsj9n=
zI>T5)R{r!7{L*-YEhZ*p+V>ZCwY0MJmYx^7d74MJGC1&NjNqmQ)zWn<bl&bhDJju<
z`gj{#k8A4Lich~bKG!-sDduCKYwGU5&xEqRz3x6Gm2~&yo46-YMLuWQmfZOJ!(U{o
z=xo1f_OT(`UQgTlMCH@ZCtUgWRqy9c@==_kZFXtp>#6D4-+r52TA2Ib^!D5(n|Wm)
zxmi_iywl28XgtTz{6^f}|A%k(mROYjdDgmPe%QwYdo`7FL>w0I)up_&Q+RQD<BgQb
zLO!0gZ+b-Z!auWZlzMZ#dP3J{kFLWD=SWRnB=)c64TI~2blaI5XDyGFnW&iF=JBJi
z+~>;d2hAM^<_EaG7c5C{H#y70nk{uSsCaVR4lhY1Zr6Kpr#xH@m0$2$U;6jg?~u8I
z)49-P{4>G=oUL`POFEdPP2d)p{#<I&Go8h(liWL}dT>2_>bhWFSmWE0Kb(ox{j)r$
z*=k6vlb9<uVP(ahofgjKErK}_#z8lqX1Y3E4Gm6+we$LGeW}Lf<%eFA`7>?!6K@@T
z`g5C&{P&>q&wj4)JJVZfXB!*Tk;)%G<+*YC`DeF3)pSh$E$h1WcctBvgEIR}&o5u?
zop$VtYN@sU6|Hk6t7ooD=(wO|_qr@EN&NcTGY>ZBrB}?<Uw=DtwMF4f&iSR*<xFqm
zL$+_0zBm8pl6PzP0}4M&`ip+o)p~bEGd6Jh94)@Oon6-cR`TMfgOAsip8hPp_RC%V
z4f|693fJGezpv|eTW)4vKw*C`!+!UpcYEg>r{1>hK4#N>?9YZphIg;5wf&SWaX@z8
zdw=5whns7IuiA-xIo$Mawp-J_7REP0*2=*JeT-+UMY7opPVXv{aG3XVe=FmeohJ{z
z-anP`jN;ez2@KQQf6SI}Q2S;kd0?mFizGIK>+=Ingc~#zzm5zmzkXK8IXX{!{e_0L
zV%+~k-5%$)6g_ro%v<uKW}>u5=UGAh)0;#mUs7BZeI#TnuWX%Ws%BebVHDGa=`WPa
zOSNwZ{`xwjJ@PU0PT$Xdyml8qu_Od9{`#7&&}>=Zj2)6aX|4M1u|>>gkG|McIVnv|
zyv{qdyt=kRUOs-w∾IT(_Qlv9uy9Z}yL<_ys#fJHvbLK5U$I`)jj(M6q|qPN(AT
zIse78@)jOAbAR1V+p^cIews?Jf0m)|C;8t)R!WFLe#?%ne_r;6?|pT;%JYbmtW>CZ
zo&4`tRwjRUT<3DU_(#}0PF31rWk0i6(yT)pe@(M8xmm9ler4gz&yDAM!=JKzOn-Hu
z<oH3Z3;#W?cW#h>VfEJe;NP7G{C}BU_v~)cE1G-ex8wDbdzRE+E`2rod|1wJ{<#-p
zon3P-9e3SSIE^>xRgaRTSM}1Z8}m}r0w*rJ*XA^vYdYUT9UnfKKYH#dfr@7u!P9*8
zp?dL)1r$TWEw8y<G*)73PJQvRjBp=+0Ij?#?7q8_ua|1q>vs*%}$cIV^J)XCwW
z-dVCRyR~muX^y#jcY=hUY|#CH6DR)i%&DENQPkuVYS`{|_slcDb)4PmeD7wZt8ocz
zy#CBV$|-pj<4WGS7L(2tESYe?L-1(7aB-YK!HYJX@+0ppDk6^jcx1!MyX5fk1x8|L
z3j|y&m=+0X$cxAPwwHM^;po}9f5c5^HQ9ECHG6)p(s*Ii`|Xa1+ODF%8U5>>fA7nX
z`ClFMx1Igfyr93&ZZnnoudKUlv-DR#$Ca<LF7ofhF1>m0l9s=lm5Xh0SktCnNjvsQ
zQk4Z_8bx+p#g1<~<R>ptVqPx0#OT}2t<8(Nr8ZaYTo}kKG)u;Og_q^cjunn7IW66P
zt>1}RrSNCiZ#6dhv+F~n*9)G<CtvQrbCx@QlE}N>7r&-->^#wX@3&XpviE0B*X(&`
zC&5$ZH1CR}Wrps*zSS*qL1xAaqqTJFroStW>)yX+r_^hy!|N{H4d4B;O)s+PiJ<wJ
z#)N>ydpAx#Gwtse)wxghaQwXKSy!XJvUm9jTk{!Vd`^{l2DK;GKWDrAQQFpghS;U~
zbF7MDYu@iX_=VYghTYje%k{2p^Z%@%=>PeE)yWHMqJ?Y1xfsJ$PTxu9IT~};M@n>)
z&3WV219^Xa6f?ff@SN!6ur+C)W~;-c3HJ~B#JO0oE&ikLulR!f#)_vqh41@vop|n7
zbAMsOo<q)6?~ar=w|}|Qc|Pj7{lbPf$IpH5+!4)asb=6dD=Mz|sm=XzmX(=u#sw!f
zO}aN(jAxUM`mDK03B6MnXsOx#`L$^Bi+fitc*U`8+@t)0_w>)$^ff0x+&FEV)W)^s
zr@{`O!-3_N>yL^0o}C)(J85g0hA6*u;<DJh?te?{A9AQ}FIp)lAGkP1;c1=8mR)_D
zT&|zszHnmc`NHG!|J9V=6kS`(_jOhT{{-u|9g}h&{yus0ax3qax5~d7H{7hqzn_tL
zPq8iU^OnD2mtt$KY&(*oW4`;Qv;1^7OS{*(n{BprNTsK4zE^g(pz_-7xVR?^zixA6
z_^N;9_PNel*K2HnNhRxKSvpG9Pgj1ODI0Syeec`T&rhw4|NC9|X>EL0@v(bNj`}|4
ziaIYZuADXL<+rl9lPWQNxf(tum!wMcRkY_E{=)UeyvdTYRBc;bo9Vf>IgP727A#n=
z(0t2i*Jqx~LAuH*Q>~J|-`I3Saot|s-~BTkE@&s%+;+LM{(RcbgSK1TCi5}>zHn^6
zWRvimjIS!Qw?z4b^yf6~JTBK`FY~^r+wEE?bKbi>T=(v>R%jZw{a%^y=`c&_GKT#5
zdm2xCd0`;`(^@rcrA~gpx$E~sUm2cC?G;wLrSA7@-rD`IQ<Fs>KHcwD`dv#dWQwe|
z)y*Xin)}Uut3=dq_r7cC6W_mjzxA`e&%af-D1_e7ji}#l#`(MEl;L4lmXK3_zm~UO
zbo*#xllH$u;E-vzU>Bdx3@^b`(;aq+J0uG&xHRX`v#*W|cvAHEPqZqUpK`br{n77w
zz!BzoMeGN8R<zCHSk>|*V6mdD>JFJhYJacEH1A(=XiaCr<bN^&4|9KS?6f%Z?c1R(
z9;(J}>5I6(ymj?qnc6ICvHTZn;HgA$mkUv@Ar6i&X2`5raOY@cx`!K6m7v{+jcMNJ
z*?;{pRAt`3Kr+5kcEy>CT$BDa{N_8{=)UhxVaWHT1p%yf=VJ6$o&0w(%<kpP!)6=P
zub-`nf5`s6>rJVx)C<n*KGU>k-`?jx?Q!h36MWUd77I5YDLwJ_oz8<Gj#JT_{>!C3
zHtT(KYWw<$T4q;{+1{AL)%<b#Yoo(8Ie9D29?z><QNvwU<D%dc^2+tGIRBZMKW*;I
zFPNmagW=}=Y0nfsUr%_oJ+n&pqtC4^jxT~(<0r?J#Km{V6o$=^G0T4DbwT#+o^8|F
zubr7Y>%9AWyJHVConGwPKW#%u`@6|APM_V*>3u%F&}SN_%PrT)IeBrbXI*>280#C+
z^t`lf!<i?dP6wBsT>MVz(4}QkT#obAb#nL4FIN7s;<l2`<{9sq@;>n-T9&3S%;q>9
z^Xi>UV&u)(wGt|f%>|A#Gt(wXy<~HZ2%DF}lsNPJ51~Us%E!$Gr-{tkJAcERRsK^C
z&yxS?s#+27V@G^bI=l6sU29qVHCz^bQ@f{qQ1}R!_?6q5{8|SWi<q9ccQ2r+JxZlj
zaxKgGss*PmznLspzGEdze|gfv3)&Obyjq`V%;s6S&Fe$R_LS*ryDsjSKmFf_ygTQ=
zU9Z>c^_;pUL}~9+w{~uqs>M5(>RoD{DKs@r@9b{RCD(6whA%OE+x=zEBx~(U#o^zS
z9>&@Io$sCOlzZPd)92ppJ;vvGlMN2P>;B@=EwzT>;Pv~{kC~XgEQ(2c{lWX)@8g={
z2K{f+4=p!Y_Vm*1OrJf<dT;!=^lubi<e7MM%hFXskv_#`5_#8OR7NDd{bkjCGWY1}
zXMdkAwey_I`sed)ou?KC-nJi)9C(rPkImxpo2L9L>f7HlNOx=Y1o!COOydlnZhTuO
z_0uyM^~s0(?r%RnX}fa6wY28l?p(?D{%o?HHlZcnp?d9haZ$gQ#*WQujr*DNHm2z9
zw08Q|o6F_0>x8cN3wfp~pC8WHyYTnRMakc93jA$PE$5HjveA1^kLnNZ+tYWlSpDHL
znN{o96~X;V{lnwU*Bfp!T;FGKStm3tG1D)w{K*H7Y0rNBR1>^E&%*9;M8Xu=Z|+IH
zjt6TMWMyku4)n6+y)xpMcwgY>#;Z$Y8{~_trwNw?>IJ!2em^7}{_xMDCmcVve|V_v
z#=efbPwMf)wVWR%_D_Arpg1Ym^}qDe$9YG89!TRh2-M~+mF1~iFVAGonD?Q?sO{k-
z=Fg(36K>9JeJv(BFVNZUa_HnsAB!LTHL>>lzGrJx=;4DG+iLR_Us<21d6<7&TX_~E
zTU34PjO~Y}$;a;qZ!_gMscWF~rj~u?ftd1bC-xe(tc+iGL)&@AIq9~|C9m~vY9CJD
zyT5pSkJjEDU7Hu(4CiXjpO{>nkYbm$zGvG;)~Z?0OiN$nZM}WV+(Bhu{HdAcX*x<r
zd;jip4%)qvNzChQ*ioZC)w>rpm!8PGSbEXyO5VLx`DJCrNhd7lv1#(xT`11lK4HDz
z<X_EK@^+Rulz2|RKe5VUec5c5t=r6|3e?F=x^>p}kJp~Nf3vn<{$a&8f98#H>)*4v
z`d-idJ9C}Ea(h|1P0K%7rq6FJ&YJ&}-TL>;ilp@UN3XUoSiIrzz8g2+?~sjb6F2h@
zo3ZzoL+Q1Hf6oVstlYtUuI}8E>F53_=;Xb8b9qWtn6#2?5<~g-;JO)`@9Rz7(0^HZ
zTEN7(xwH3uh}(0J_n>OXl9haAq85=Ed`^FwDleEU)H=0Ac=_dd7cS<!-oqDUa7pUZ
z`xfQErYnwOH}YncxVFqWS1Qt~v2Pjw%^4?OmoIfLtbBCf+}*6N#jn3lnErI_*Xo@X
z&z!bqwz*n)E_FKfMLn)CPbM$+tLWE{hkc{g9A~+kzwzDlnCdx4UnQR2ET+A5N=*7j
zzshqv&m}!&Un}#2N#|<?SA}PHsie=!<K;gOyx$zLxA9!m8m+zGy>+hb`}xNHuriBH
ze8kl`EYb_T-&~&{a5KV7lS8iR=K3tZ;-ldqrsuaRTzR)&<Mz4QZ;Mtv^M39VdUpAr
zQ%~QmdiHuoUPWs6l|34X=YH)f@(um0DcyEZW@p}(J@qY*lm6IFJ;<r&pZXzKQfA>A
zMmw9S2mgzv7DP{fy3&rdKk~zl`0any4knwPVeOYYesjg`y2%d;_vif%{;=buunlWJ
z@AlRe^R}qFS>|xcy`A~_!oP5q{&V6QIe8D>6sO+aANJwKHO}5AthH>8cKYA8vpVjJ
z{dl9$`kpY$O--W@)7c&GEdKXT;e^3nIsfFEf9p4Gat%4Xt81F9@yzc_QXe<QJD;Ak
z{g-p*&5wUi&v_N}HD2jTrJLk=cgaxK$>~!*7O0)Nu_Up^cgn>nOS+c+xux;gV*j<^
zuWvs7zP9;)i{88Qdg=EUbzeSxQ~t`)zek?tyox)1ucYw&4$n7@=Xabm&ik}xh0tTQ
z`$0^<-tFjIFVo*W+h^bG%f;(z&P_eP^OI%xyqVhncN;#de7WD=@YtM{kBUB@EB{{*
zIM;0dujhCF=LE`@t6yEezv}t!V#8-zI~w;Z9;^9#uKa#nNV|}P-i@DqFQ&5}n^A7Q
zFZjlt12?COU%h$%$GPbTveo|;M*aBsKVW4_hxM;H2RA-XU-*Req}yk4F)y`?N9z{^
z6ji^8za1>|L-8haGSmKw|DF>y6clEBsXO#<a;;g@wwSQ`L$kll|I#{3YTGK#wR3LQ
zU+Vq=B7HC0@A?0PrR|x~gN;fP9PYBYuZVrW;QRcN<cgQ9JN`ep<MQJ3o#eV_fB&i<
zH2cT++ke+yhJT{E>(_+sES>a9s$=PWbI*^P_v}3|JGFF%(*?E@jZS_mTUG>qSnocs
zqoL!F)5$c6-QN4ydrvgWe7^oLb!CCY>krwBrx~YTao^DT(|G*@i>(vocdABy;I(V>
zS;}DY@K0uyN&O5j*Goz-?)k@=aOKAeA6q{sxV8JrqV&1#M}HsgQF+$AVE^eCbw{e^
zUkv5mdsfZ;q0r5>8yRMqUSViC{7HbhCBj(bnZHh5TEN-WDYHK7&fjT#?7}_^JH;h$
zukP8Cd~q8OYn*#Xx%7;^$9`STahh{xQw(FY;>|~v4rdQP2#zym_3NL-bTmcr`ONCg
zHroC(QtR_i?6)~xoSEpBG%fv~l6B;~6pz1sDUT0tva$5qEP3H$s`B?2hdP;5(<-fA
z{hPF&HTYY_skM>wVwtlR$cJnyZ;zbu@JMXh!}X#Y{x_>uA5UYyExO_P`JczVzS%_`
z_!p~My?fiOZR^j=OlAFZ*?G^h>GjW6*c6AnlX!IZ!JQ|@?oZR7ulS<;zv|hFKRJQ#
zGaG8>Sk!s)_!%^<+xGjMgpB^0vt4t#52pHACx|sao?9v}(_CDx*?#TZ@dulH_ikh<
zUwPE>(J{xKbe?yLuVe1-(5(KG@nqdj`_MHf-?k|SNi1EeSkCO*Hj6#e$L^$#c}<JY
zPZ#eQGt2m-pU8)se|XY%<i|mtGv6;UvSxU*S4u35bvUiJsfSfLXWzQ~g%M4$nx-Ms
z=5Br|8&tGSV^>+P`BmW}PeDIl$7}mGi=DbwaA4Zz#<0hGKZb^uZrtg<;!6H!(c}-?
z1b&=(=Te%Ll%USxP`$eGi3H<j^R-{T`7knEGSF<W-OwbN6~|M$opDL>J!V1KT36{~
zu@`>LH(+wzBpx+Yc1O(3kJY>L60U!2+{%BPMQoz==}RvYgu<7(v+vSl)5!V2H!o?X
zwW!7p_J~)TgAdI<lH)T+$>sO&)^N@f>g!CEZpcTMw{KP|Sk9F6U=n*o{+Tf4(s+T$
zCcnCK>zLCxA{MX835#5oX5Cl&c9k*Dx`JxAwf`pvzSi9Oh<VYqYQ-!@+r`%yciCs<
z9yzpMZ0orqqnNpQvGb3gvz`4s&orIG=J>qGpY{dYrScbiy)J)$?K0`<cNZ*czxHpN
zn3j=ouX_KXw&n>{DvTVxNiDmsxF5O`{nhGU>#JDCRQLa%@2p#BCNo8+DqzzK@2k7h
z*0#E?_3UO`mc{qrz?sixEUzRS_P(CwQ~vfLPwP)Hei^r2b862|*giRO#dd?AyKB#V
z%RhYo$*PAYU+3-k%VS~Ny~vi?k3VkxJ@y+f&upt?n=_Ab`ISfK8!m5WopVoo`@1L8
z_wpb9`Pp<=)oX(}v#(sT@ZG}W`yjTg@>@>Boq3<T=3f(upOhB$vB0xv&Ee9%9ZNTS
zn_22sqvy8!gF{in7duU($v=fSmdmd_C>F5xRm^6ilaAU-#oun7GnKFH`!9E^nEl|+
z*^~F{FSX6Ji=X%0v-;NB{SDvF{A9TAQoU-E!kRsM=6_RpF+0P*@WJ;B^BC5e-&<tM
zYHwx!vMBt*JexK9+rQcL$^TuJJ3m^^?(T{GCwl*QcTN1}+r8^(@ZoLdvnBGFJC$yy
zT`%AHxZX!NM8NG!wnt6jef}43Z`SV8vs8__+jDxx!xGlh8W|oU+vfcF#>B*Xd7p&Q
zIl+S$PaM7QAnAre@V1ye^S2x@PvV>P^~Ee%&M&oh4i|~&n#|8tipnhsW}UO>_5BmF
z4I8|e7HOQBb);sgL41F;$*Y=6-<+eRW;|cD+&wmY_pdX_dC@iH6F&ydNDO%5eqhbb
zM(zaBaI@fzvtvzlx18N|&F;JQ?u7lDtg}ys9<G`5^G4OX@M(Va@4~mu)2ms(Mn?Pm
z-&31X<<~raUYF`S<Hy1KRc!~|8Gn8H$kS|o)|h9X^_*R)2g=SH{FuByV_xEi532G9
z<G;LpKK<t%g@nKY+ch?x%hpVM>~Okek-f$0C#Tppns+4W=IgI|ZL#xh^Nj@$)=Rxw
z_Ts^%`f_U>M-3Z4z1#=Qyq=t=x4u8J!ezI?_mhXFd?<V0lD_3j7gH<aobTJOM@v^0
zq|3Cud$4ZL^l8iZRSv(&5M9T9YQv;SXFr|eunYdJ!Zh_)^_HMdZ49iNR{eS-a#eb=
z&ab+PxxbfQI{zV1DSMW@Xzm@+Nh<62`p)H8H|=J_jQ=O{T=?RcnqE!hIrMQhzcACm
zg<0Lrx1a7{ai2b8_pF~m5jXF$ylQY#y)7?3dCvC`1Ljk<^)DLvBxk;wpzmqq>Y-ud
z;abpeM*GU1D{0(^wy|HBVpeQ)@nFTbyr7llq4Tb27vGd$E~GW(=AuI<j_-Wy!T!#v
z;=Y<GgSC{8l6Tt7?}ZcNbo?8V;w57E0;Ha-xZ9-T>^MipVM5E_3%R|Oe=po?zpHlS
zoSl04vJ+npyY*NfY}~-5eS6WA$bgd6omy@F4eCbGh0ABIdZ#C~xZ`am7hl|RwkA#Y
zqmA9u?)Sg?a@Tpg|MH#ANg0NII}ECtD<5BAS^iH-($QwhB{h+0{?FqrWXnVMSRYck
z$0d7WqojZN49oO4lUE(8c~}&5qCjx!Ef=*?FB_h?yu3@r%a6a)lD%=JWM^8~_p=!f
z*Iqm|^R0f<)Y^4<%E`HFs$Lc>?e8pkZ1}xZX8wnMPkFxm6TZh)CY=2%vapSJp3>By
zWakO{zl4gV)@~2J{kYK1GX3o9FaL_O-s_4f`kZRIC-%3ic*}}Afhh%^?h9MO)fe5n
zH77NFQt9>6{f8&T<SpYB(><%ecH-nIuFbZKTbo~Vm>SR5ZVNhHIkS<O>GIaJ)k4qX
znw=aQda_o`{CQ{EoyVsaJlQDw+2X*C>e*4M7KfZ>>nyl(uB~impeoCK@vPpCMQS@%
zZ!<VNEph&~`sfR%n&LRW&b2C+&Cn^<Uf`A87?3H%G41Ck^=oSu^RHMXm$q}6VugF(
zLhY1ekv6~YzL5PPV!Zqq$KNGJOSO}lSLQh1zF1ov`TWq-#C7uyPwy4=V_f*|an|;C
z2PB_GF5BMnSjJaw3SVXM+nm{w*BJtXB&XSLRBAgW#{MjXpRu*DVCDu}+s(H^ww%`X
zyLrdAKS-`iY=v-H$HrUBJazT21?uh-m@hinSfu|%X@o%0?9&UBw@C;-Vc>l%Hs##X
zq6dezd&e#Cy<PlnY11R#?^9XbT6xwjGxt7i<QD#`FRDt~Yw773pH4B&`+PECiBkg)
z<Ewq`Gj0ZdR=OP^Cnn`(^J<38<Eg(HJdG3P<tW{Fai_ZB*R0DQCoY~LoY7~vWQOFU
zdrHj>S6t37e0fws`ONeq?zxvvAL?&&7rcC{;fk8FM}pkso1F2D^*_p69>489^IeAX
z;1uhk-4`-v2QyDUVJ3ewT_AD6vQGPTv32baA3JZqoA@dBpWIWY*cYLx@#TM8r(E<&
zIoWV|(_vwDnbQ+%zFpcTuz|N=+p%*AKfmbAV&S=W_n^VaM+YCg+<qW(?ce7TGgp-+
z&1a47`0aXj*H;;})+~-|Udz0`JUArPUX*y_$0Ygi@1K5dwVXO>j@_xUdrPf^n2hgT
z-BR#y(}k1YS3M9p7w-KpX?m{JM)m4X{ku(?U%pgdpMQ%X;KT`U=H?pzY3F1V-W;{k
z?qe`l+^o@j;i<&I7H74<UwNP1PkYxi-Z^w?SqaPL-JuG0iy!@;^C3+0<&25_!kd@0
zd;i)X^HyM$?XAR}W~&r$_%fbZ!!ViY;)Dl#I?K*<ocOus%2};K7iP&n?ZJj;qdq70
zJlXJzaaDm-#>}RM8JdsO`?i?g^7uJj*>#eg-<(U&8)V#^&oF&_Z*jq7OLxNgNcB$_
zx4z}`+j9Jr^%jYqd+q8M-c<Z=XO_*nWUjxXaj{tbgC*&wltPyD^xB$ts^41|ZGWuN
zH+I&t%(FB1-S)DY<k@m>#_M}*Pd7aF+N<}EIp1TRcvaKkNA|t5Ben^9tlQVP^JIL0
zQoYPi+f4O20!a@q@pesMs$Aanq%(ZV1fxEe*Y6zLHMC17nfrUOvaojjc)WLJ`K#k`
z*^*}`%nyIhv#?-?<BH-bU-wU67Mx<*tJRZ#P)bC02BX}`WpX~d84Au7&unO7;<@m&
zy=_*hA&crX+r_@`HBx0)%D+*#u}b-=SOJ$!-WBeIdz?8-_I`9v>3*YiP35}pmdB5b
z_E#@H{>`sb;=5bftj>KtCX;8*ZR%Mv<DTM5UGX1pRj-7{Tt8jARdqwTQ|`%X3DFh4
za!$9L?F8PKhu@hK7=110iPF)z3lI0*x-@TNtawgH^tNq1xvO=VHLVIJdM?~HrTS_j
z&+YrF&-<oCUzv9GU3T-r!@s$<rp}*kn72w>{aaz-uiJ-B<m2zl-g|6fXLRtB{|a5+
z#H~wp<PO`v3yMDXawm8ACXI{zd&6=&MK&znxhIRU>B?`ZYqRJ7JYX4Yv7)l5n>A3`
z+V#SMDB%USE?xA^d}<eX>QVFSqtjF_tSEXq{b2}W=0TN(LRl`_D}^#DKX>zPeA>6=
zliNmBWz~5%O<yienQ&k6N)+Esd&k}f%v+{e?CVRq;`#8BkJ_W;qtm`jd8)PX>6MQQ
zO=hhZj(&GVPs3ApWzgJf-tUsyRknR`))z`}yDv0#qVUfh{36k2n{DR$UrO?>D8F<1
zr`pD+`!)nUUAy(rZr9n*qmN9JbY1P$q3bLs(5cIq<=!N<|9$1grTWLc8ayAZIxL!W
zy7%m^R<_M=R;74{L|;;O>)00GAuP8sns++$j`-Z2%l6OJ3iK;?<0`Lg%w<yuWWD`r
z;--i5GE3Dob*`>=zO?(z$*zFr1(yzXubFotO=Cy$2HCLVt6yv@G5nGn_}Ja%%CxwE
z4trPMNJobQDwC%!N%&Zra9H~4bZ?_~ER&O7WT-z=X%4mgwzd1muA@oUx`TT8qO)$U
zIj9-ENk&oQ#b$TK?vy->=MGFd%m3dKm?gAj>6A@=&$|~FOxk_QSJ`$>=kNblF0yNG
zI<s^GORId4%eBo>xn1jw!dkc^zkMn;-OtM^wr=M9=T9H*?*IAo%ZImboxBA1oG%P$
zIV3al?w4922e(A?%bJy?7DxVMEVQw-UOBn#4bMeZ*|wQKl$NBq_I$|L@O$9{c`lA?
zMs9+O&ioIVtA4!vyu-tNAq{S8m|f4*v4`vun;E3MKtX7igMW0zMGoiaAZ@#)FJ5N+
z<k#C0tfX>xqo?UcjcEzG8mm%TOQlc!44ldmDCKC~oTMETxJ_w|-l7<mob@j|-?B9-
zhs_LXh_&9Wwl(yTn`>B_-u{RsIs(_lmTx$w7R%@L;$W@i(~zqzZz?Ay2PiH}J|H|j
z>`}=k*(VBzn_M%RqfbuXtP(uCt@5GYY0Ib5i^Qs8=2srdPcDA`X-WRV4MAu9?-rap
z7<TN+B{$dC=ce{qR4{r?+cDp)^k|pO?Dr*GjQ+(>nz!w<w$+)WPu#!uiFyaV5xplG
zK20HC#$`II%(c_2pG=K;`KGLP>CT_L=XKw&Uz&4@w|43Iu=FoeMKhS@|K9m`{l)M+
z>&u!<n{Tdv|L*1SXQdWLXFU5pFYf)VrHkIQPg{}Zv+8Qv=QA_*Z)!PUCm_nUb4Bz-
zSN2Hh@>?EO^Q{ln?A>$oMDaVuD{*<{500Jpju-yzQ9s99d-v*k-7BvyF!U{4EOu<W
z{EAyqx0#;C@-CLJnOzer`&v!JG`>&B`DE1&p;rDDtL)>Gb{DMkpP*bhUFy&k7N_$L
zqEZ_oXD^Pt{k~pbH=p^R^r~4mSnnlVpM6m`xap3-p>ns4^E(svs7qRW`qUusEn&Oh
zbUpKe&XhHE*PN9vY1eOak-N1&en-M%)f0+2jt9CD-6qtYd7#(il(;@3?UV$+09(Pi
z2XP+{HMNQ59ZPULA*0;>VE*<Krju)LTU;)9BNr^Zc22N!)nX6Rl&351t7dsbtv!7=
z%j5Wq#j%UpzI=aUJnhD!%D*};hv$Ynzw?yO4{$#By6D+L<Jm?|6LKXkH-@iJG=9z_
z`#CV{#I{Jc`2UH=?<8-`=F9cjr{dJ;zC=biwDqE#ymrmUMC)J~zs{dGL#AG`zFl7R
z|I~6@>*a^<%*g+;;#n<sN$GU!85&|!7TtG_x?LzNA6O!+E-x7P;nmHG1&(n~@4A_P
zD4wytJ|_H$l8W_?$)SO*v!=c-*Ly9itu}o}Wz+VB_ks>O|F%)yW+N|eru=>NUCk*%
zsvm@=HecDHT;Ex3Wa%ZZpHMq}!wXiv2|T@%YP{6-ncJDXd;i^x5dPElf?@uxki)ZA
zl;0H;Qa!FVm$l#O!!suKkhw`6wFwt*z1Z?9MXn*0;qW5n74}x_zwWI|j<_dX`r`&`
zMc%7fiwd(%KN>dXGk(ce&gwgKN2^0yG$&)npEex>xkJahEk#y$rr)w_%JaVy>>G1r
zMQQG@HQK*ln3RftX<M6O`99Ba!Bgi5-#G`BR(H;xD6*<k+Kcszz$w>5%?p*i+WBJ^
zX@m-&pLhE9>6tHXr`<ccwdU!LTVMGj=561cvXo<+aGH{ylbcw_0}+>wFJT;8X6C%K
zJZoh*bwl`)3(BHXp0ClKvf`x#bI-1lhrUOTRPR!GcH;2e)fE?tj~>yUH*fdi`!Dt-
zJ*s5t5WKrA^1##Mx6=&^Z++Jg6_$6|9Psw0kWkr{pH9j9?!^22sjbn~d3mSioax<<
z52Lf*E3gZkIFQ(uB3bu^|BQC<@66{j_IpK&DXrU3{%u41)tejC45iJwL%Q}Z<i5$(
z?e_Ar=9IlldzZ~@%We;S&#ZeP_w21HX)ezD+}9a|d5Xq0Yu$0EUVTt|vF4dsMGJgN
zJajghpQwB!pFbh;!}jT?So%DwKWXyJ707v5`Im1>>4BG)?a|xcY&*Aemb=l(58Fb&
zRQ#!#{q3;Y+U1*s&;GT(!!bAe%k?t>cbQ$^IJ2ZrUid0^N^EG#LN^=p^V~c1ZymV0
zlWkrUd*pAXKYA9CiF5sfat|?NPUZ{^4bocUDE)epz^{LOU&GsTSVTjPdb)1Z;0P*7
z+%;=wU(Tr~OT&Jcs)`ld4g5GIcIz+Rp4*>3Gs?{=FbO!bwx%rb*jkRMb)KhuRo?`$
zDZZSUWD~6_b8Gs?^RJS<Lli|$m5D5Vt@UKvo3A%HwV1l^3i>MD5>_x-aYbOu8)4C(
z8NKEfE)n8ibQ^37Qhr{&cgQa0t%gIFY)3}ujTGsC65(HY{72?)U+JeAuCE!xsd{wf
zTh^P;s(0s!Y`e?szVOC_xDOkpbQkTKcqr+M`~O=zFDPc#W=efFJoT~7!Mwx92-M%W
z?tY6kK*DWfHFr|SO;-5{MTfs{DAU=@llSyo_p+HCPKUYE)TCPSyl<T3oB5uhjDuzC
ziG-DFuKQkX{k*NdUqb7u=cI>UE41wI-QT}(YsdE)sjiRaJKwo*OXpestqWFGp;LFs
z{V?jec`{#Lfu-V2+qG*7Q`UA~oWP~;xOu~pbm`s9yEbXB`WA5S#(62@W>Mv*FDEZH
zXgaO>JJNb@N#MV9%iZ(0CT(;{%lRPtXy1vO6J0tg=9)}c{v<K~ZESAdvp05*v)A3I
zh_AU)cP;n&?#t!orL$U9tk$jUVsT;(S?-sq9A`GiiNPdb`S0HbWl1tyUR1AD(A#!u
zyFy^<2W9h16V3}Qca}47%{9^}Tl+7??x&-+^i$XOPg`cs`;{QH+u+$NzQjLog_m10
z6zr%Hck{Zazv9+%mCrtN`Xu@MM6T{&d-Ub{>HqvQkBJvxIk?k^$b&l#%}tEWxlj)7
zto1H??6u~}oz)lEE~$H})t`Q0dd2c?`2wju+y6V>7UN_QP*8o9e)FjHr(PjdqnVv7
zOpH(J^Z$Q;`+v{h^U+`D?f++;^2_<(%B)x4H~#*y+McI!#zp)3`=34?{r~%aQ~lrH
z(>_&8s(pB^{aNv3{MG8(U)w|We&@6LQ|bM+`sBOjv(<X<UeEfzZ1#d>)3RrO-!`v)
z-6a3A!#$-(lYd<P#L^|lxaR)n2m534!sLH4OMl7y^n1ed`)i)w?!I%pX8*6JO>@~6
zzy0I>wfn<*y<cC2?qp1qUVG2_&=W(y>HhzN_l9r%t+@B$uf2L=zxIUb9ZZ}ZH<hPB
z!D!JBsVDu9Z`bEPo9p}e+56d&j<Ty_{>1<K(=_+prq3Jp{ps)iRdsCDt-n8xKfOII
z{Qte}k1e*zpI%*a_VKQLrIjxysKsRdYI@$87Ps0*@JGhQ`!m(oI2dhOZfUrXHSC57
zZ?vRp<x8fyZq>Ww|1S6wGx7e^odE@z+_%n_7qe`bK2@Rr%6T!T_!SPzXA5qbEx!9s
zLXU6o+shh0=C@Z%3N0yPzIk@@i|jo9e|Gl!*J?9r=%@U8oGp4n`1Fzg*#{i=WlC9B
z#{YWCH1}BPuR_V(xo=w2gAR78WG`&^c)IzwRb<t(^3>dyyQZnG5EfC`pu0i-%;C<q
z9iQIYF0AylxD)#P-yzn}v%4qzJ@nPySL5?JE9&FpOosI_A1|g{cz)tT*JAhJoD&B%
zPMorSRJXasFI?9C{=W$8ko1<DX;p?I%(L#r-3tzVJ^kC<-O<f2r}u3=?6-N<GR6tJ
zuNO9PPAT<B@qEb6zTbq`tgPUx08a*YbxzN#1~J2jt?_(38I1Fp*hF+!{F}1iSAc7I
zY-z`lzEW1VVu?HKi3Z*G|DV;mJU4XO6~PNRYC#OAZahl6KJoSh<G)|FnOa4D{j^nk
zdYw#r_T0FclPsfDe)y$0MF+S!s@G|zD?ZM7_)qDv_>Kp2<FqpxzpEs0_nrR|&dvAd
z#e&OcIij8wHoWgP_^?g8{UpcsUp>N2{~S{k#kU8{I#d6!^Wd$}2j{1piFoo(D%<pw
z_)6tv%QlHra8CWN;if#dn(y=Nj!$YU{Dp14U%Pr~+U57x;#WWY{Cd^5S63g&pIX<r
zDmY-7)6;mLwB@SN{7XMA(~Hn%Xmk|c9rl1Pv0q|0L&)hnm6tgK9OK<CxFxN*=IXj5
zF?7e%AGvR`^EFp5;L8aV4*VG#|9)A<6}B+vZEZ}C4=iw!kmg7^^zU9|uSC{dS;Ii1
zx`HS!j+4J-E=tdtC$U%HM#2@@FAHD2o$YTuZ`<8hryc*u^i=J!Qd#q7_Y-TkxMf^z
z4E7#z&H}q4nw;;wzIaJa*LB4!t(7-*u2rr$dOfj!{Q>_;yR)uMDV%?0>8cZFvkZ(}
zc1$}hZC`6DvTaGXo$N6~!Ro~k&E31!{$ze#U+P>@DgNhIfS6%*rNDjlp3lE-B`%*j
zqgi~pVWU(*FK3hr$FFm>|399c5Iu8F!5r~jl2e5C_{|A>qAh)9Lc(b^!x_(R`W;aS
z$ep{q_g%s{8?he;54f&ry3gt#Isc^f--UmpKFn;|@MgVh=?nLKL*-{z4EDY__+@%t
zt*^U$$fE5lCAoQ7svev$ICqeH(>CSGitE-vkE_26X7`+JfBOH&B>%XA9rC6Exq&i<
zqR$hQZCT|%+c7CfX>r{+`(EVF?|EU26H;y}TClgqTJP)B?A>U^Jxx~ay>Fhgz|Ncf
z@<%JRAKqqKv1L+E;)XMu9Kv_8$F86J<XKCP&aaEVFNhv5)>FJ(_O3b6X<4b><oJx&
zoHGyJ&X5<o`XDBwz<DRDFiUBjvKiz1t(r6KZZt~&I(2jk&;5)<ZvGj!dv{d|h1dN*
zHs#Eht9ov8j}_ReK9)WCR#UR}gPFv%m>==QN4S%`+LD??o(P)jZ+Q6S$9&22-_-tF
z?|QU{_n%bcy<Y1o;id&g=l;tx2|XBNr*QAi;`?k1W>{9*8me`28A?sieIvVAh2z((
zHxFw5IlOIS{@I;rV^F`e*yP0DQ|nJ&;BH#7uc0@sf<?P3)BMKsDL*@%ITzSWy|C9%
z%{g*P*W{416W-=>G{xEfSRvHAUiHeAw}Gcy`GopD80=>^T7BkP&EBheyS@7jB~o;n
zeQwBpyI5x-+50M6{_lsq$M)@vy|G}i_L@~e4YAuM+_bn*!tUe$ns-j`=`XGc6)Sh1
zGvv}LtY5rk#ZC69OJ5r5DJy-+(7gQSx%ZTXfoJmHEiRw+M4Gwma>2Y^o-9vh-}JF6
z$>gdP31#Np%d^>aYD3}C2b-18ED1gIVdG5oi!bi-8)q17HIZ34XX;VaERSc${2gv2
zA887a>B)=AJ1p{SdaV1F*B#4Fm&;B(zOF3lc-k}}p3r|%lUMD}t9-bQ=VI=Tdhz@e
z{pJZ$4nZ@`&MO@5tZ|Vt$=}FuZdqAEyW-b5oBVC_I5@ibIl9-eHwz?gc6?EI@!|W;
zwl5EUp0)9u-cQLq->js6YsK2Cr}&rENr-N~n9UtrrjRA$nG;aYdaGT5TU6!y8HL6E
z;U~n{A~}p@+FqQxnf$+X%fb5szK&joth07qem|M-;1d^({WIoFbDFB@;@$9<V~fAq
z{WOl2sJOzn-xpqqQd+vW|Cs`R(~NyPbH8O;+zqSdcWs^THc?o2!p%)Ayx&$%+b4dV
zV}*#iz@dA~wsGt_=`ba9i=(dHpX)!=#1{N@HM_Pv;b}K(W`o08jcqAwS+#Y0x;rkr
zI0Y=?n=7^9OyZXZFLmySrUtxD_<!W8@h(A5w#>&*))X&iYLj<ZX?N26?tvA07R&h)
zLd-3ee@_o#e*Ps|^6Cl8UWu!$&%Z?WWc__OvFqded#}@Ej@KwJUX}kL<NJrt8cUn?
zkM?N#H1^mX?b0jQazSf_|1l-Qze+MC$`;-C;+|G^KIv(R5I%L|@m$XbIdU;dZzkS7
zm#}Pct-y-)l`7H!Fa2k8`BmJsvx-SPBvWqZ$75l5hn4v_!@@9~djcPHcvZRk8BX!F
zFIvtzAxF$9jyd0q{ZGP4mZyoOJKCHcds&((|4o==qkY+yceTQ_p3g_@GoEMfH<Vm1
zHN*bu(n28x)?gj4FF&U)KApQ{tIVI&&S@1l+0R5yn|LEld-u=t(@)v)e&KB@k(n|3
z&18$N{g%I5#LCax+3Nmw(MmHj`w@0|b;|r#RZ?Bg*pD3MTy#iYNWfd>&HoLIg^JEc
z7z@vd8Lm11o&8ATi@)C*cAT6gy*KjWdv24yZF){x_DUwKFN1|AHstpfY?<r+UrKbv
zjEZeL)V*TN)2;~~J9BsgkEz6qDwDQfR=do0^UE<F5n^RHc`?6oNA&BzCrZ9^Z(aH_
zyvI4<;ys?<yYkrTls#vbNej1#Oxq<^c049^;r`&mBHY_@7k*hTd84*6JNawkvDw*s
zw=P)V>z+KLe&(CA2Um%tX7ex^&D757V_}(V$1d2=v0jLUo9WOI=H;!19DPR&4%>5G
z+S$PT-Js9u!RZ2rs{ELyg4-#}5~3Ha6jjmY>2LGaUvR#EhUI~zH$QvXCq{K8?_!Z#
z<mf6Wy^uR%x@=ll-_H!!Id?2)a!hMFAoW&kdM;P(7nXf{c+_+D_Z&2tY|c`*Lt*ai
z&xNycjkup4=BV2g^LXCd8=Ga<PkXEJ_xA@&%iViV9Z+oFdn)1A;=J46@61`nlXq?M
zgnw@;3SH_p&Rg>6o?)Yv&W+n=`|_74D^{$Wmr|$h=fCKKr7dTs`=zH<Lbd-dbf&ch
z_%2!@I{D0Q*VD<lM^sj6HCVi1OcLs7-}Gn4{r!C6-JV9)G3~l%nLg;bcnUSVoar>l
zXZqsP*84fmtddgf6wABk?$NZ)pmfR3Ft?!cUNQT(y_N|_@9j1`UJ`G3?9)~8%rgrw
zoth-s9rWepsbexzSmQSPysSy)i!J${eI~H{Le{J8VMd(3TWqI?T-&gBQl_`w$~B4A
zs+W_CJ^z0A=V~@(?%HzyFFM=q1%I}V{y!<_?}X=9KNjWeJ$0ZpcD3x!KdIZ7NU+`b
zbt`v@VD$S;&DsCv%zJ%#g<rkf4f})F+8=zM{8h>$-tn5dS4_!*UakBRKaMtWfA!Zl
zFP^-4kJBP3eA3s$D=hcOul~1h%fe&p{+W5Fhu7Q3{k3)K`y+VLV19wugc(vzUq!#H
zzc-I(@{w87&2Fd6@W1kr`GdT_XPcpIiMNqXa6)?6q1S4MXXV5kx~(zkxynAa9T)OX
z3zQUDH#%)Eo~JbN++4x1E39Yvm@m1cy?Rl>R?@1tE<JAAV=IpJB{Gsvwm9A}<EsgJ
z==4WV+H6zOzoi1UVTXR$z1S~bGJkj1o)7s9`4$|uV#S5$Jx$DZI<I_q?uEbk=Iyu4
z`sc{q&-$%y@XPn=f_nw8eiS6D%DOz#e4w-OdfBcGSI$0Db6!1p!e<Gie$l6Ox%)(P
zU;MfFA%wZ{%+bR(n@WsY?}_jDb1~37qQ*Z|!D01mF~><)GXB`IzwLb7EYsw7RO+3`
zqYr-9Cz($Cy4JI*VZk%s3w*b<{O{i_cDZ&tYWJgnx#qI@$tyY?&li7r7Z))rK(Tw{
zG(nCzftO$32#$6aP-Ssqt0`o1)Zo@|UF*16&-pk*`?cR16}(11Tk9q)o+84g$Juf0
z-t175^Qr$rdY4@Z?^04;rLPw?BPL92=if80*Semc^kUXN!RF_O)Fe-46(%LF=8wo-
zu>WMuu~Ox^1<V`dp6zu$c4rNH<%GW3x}|p#ZhI7QU0==MqU&s^+2E|P{r~k-B|E%j
zgZys37gm!p->tOqL8tXT*__6V$IGAZbV{3X-0MjP$Gm%vx%V4&f>J}-&ij9^$i4S$
zA;*_=i=$h+1<RKI2)8&o_5X`rzd~34V*cej=G#8pn^MKLe|O3($=Q2Ttn7oHIn8~+
z=dU%>t?AoDqv^}!_U&6!b+ovU>8fF6lbN>Iv+&DPpFa}m^z6FN68|DbM(CQvcC)?b
zc3S+p9w26DU-F9OwMIr-$-|gARbP+3d}saZ_=Y{F>h#XtJ%9A$vL4%}!>4vyi2V4s
zbp_ww$>)x8T6JAsc!16LeQUxJ7qKgv%C?WL^4)8H`d{QP|6%j6HLZU49qj*WiDq9u
z(y`Hs`&+iwwOK~7k#)|KcXp)i@2K4FckF$xQMgSa^Mr|;J157VX5agK?l-mKn;VO&
zC+{@2v^{#xWajFbFMaRdO<AY8e2&*un<oZs0iPt~k9`o9x~Ju~P3`S+Ly1`*tyTKX
z=N<dNaWXmBEmb9d-HDG=J{#)Hv(%e<CE%-X)S45K8~tC$m;BfqGV$^0{2-0HUay~;
ze}6e&G(Oro>*J1sBj)pkWtWIt3UWP{(z{{az2|H7^-ek}O_0fKX)!k2m=`cvId*oJ
z`BcAC@%(igES#+JqP23@ZoIpHQwWoLS-h71_K*c(Z(XN({eH?E@-;iHl{q87Zh_>^
zy+02=Tp4t7+vSpr+?u~xD}BN&0{%1Zu+-iYc(Xq;(ab>G>fh(cM6CktFGgK{OlP^A
zzphGY<zDM`Lb&?g!L(M^J99+yR({zz!Bjis;>WKn_pF?{EI(@7PZ#AocWjTLwoH>_
zSj5}Ee>WYP`$2rSQq=qZs-hR=tp2FEe)&>t?<IKG(E2v(<C>jHR_Etm7FVAT=)&!_
z<l4FpyE)-5+*`C4y=5<V{lYAIF(@?m-oav#i?yqLv-A6EHM1(c1S_8($k$f-{#E3D
zu*<#5z6@u<ol8VJkC(eX`DDYdt0eC-rHGyHvj4ec4|6Gz;+`{13yd@ObPCm&oGO^a
zb5`|2&4LCMhNtuS6s8^HpVaA8FV4y0syZv@&$+owXA1l^ZyXiAWhHyT@B`zS8?PN$
zw@)iQApPoSbq)8V*~hm(xG12b7O$%i=%icDWTdCKU<T7y@2gF>RCfg3pCNTnG;MOy
z(O0rBFK(M%pSa>_eE#F=pcTUF#CSQ3%r%oLo@~EnF+Xo!s{4^D_vIy5ZZBxx!FAwd
zgZ@?>ah>z_Ql1Bvsa{%{;3^P1JHSA}Sfq$?(W8%fsu^#uu1<MdvpOwaZQcF#c6vFQ
z4`Xf=-&-*K`qQ&#JkEW2Gkb>M#ieUrJ-t5j@&6{Sp8Xx2#g1aNo!QFv+XUK~pEUR}
zD4dUabhXCT#OP7Y4wluO44Lb1E!*wM6Im<Kae4c-zs;}Nt;~h_``62NRPA&9%6yq$
zR&Ry;f(C;`ixig+QKki<e;t<n-m$aJ;i+Q!Yj!Eg4SGM64!zm@|IjbSKda_QF6Mag
z;1zqxwwKE+QjSS2Y3sP%P;>mn{Rs=bnBGQ2*c%vyPP+D*-Q(sn4XO3|JRbRF`F!G6
z`88aN*VQ>pZ@+FJm-F*LSI&b~pBg!st6tRnbof}Nc=Rc=)ZUyezu%^dfB9F}r}*db
z(YnO&7tM9bJJiG@c4kKZc;0>2aZye}{Q88z-WB(kb)U*>&b1N}WN@ow+j(+9j)<n<
zp9epm#n1T7B){U^x4o@Z!5b`eLf6e%J?W5IqQ{QO-z8sMzS|u4WP+K^6aE5^_1;&%
zJ}r6uHF3qU$djKGmQFvm?)j8B?HdohmWGSwZk(>Q*XQVU)=leHPl<aH`}D%v13k}0
zz4WCfUdyU<d1+cd;pX9L&Ao2#CyDQF<o>*(U(ri{ReMZOm8j|Y%L0tsGMAPtPtSO_
zF-Y#lzvd^7dM9Id&i8xmw0?yE$H{f23&Wqvwz+Tl{~>al$BV7&^5P4AHU-a~bD{g`
z%lkTCUft}9)%)`5@3iEOTe{t;8Tah>?$-bQ&NK1v(Okwo@8=iAnD&a;wtY3ON{#TJ
zdA8+M-|9oZoIb8f(pwWgW7eaY8|;3&Z{J^ce8ay*Y>fXtb#P0ZQcBa`Z?xw8YJI=M
zRaT(~S~jI0{-u4J$;Mz!e)ET4mp1%+w2h&4ap`_t-L|j$rXJk3VV>WiKiL<*Zm>J`
zyFKym(OAY=eRezQCNyxq<}ADHbNE-~tK<m($n9^->iJ%;uCsgo=D2LK^?_D%bJmO-
zpBtLp6t4>>UeHKbs@dRfCBU>VF1TT%rSIn5Epz5FU;brz$IbfLRJoUi&kMFYO#EPZ
z=k6ur$A9*ozsNkRljUm1_U{jDj!$x(U+Q<DT2Qt6w&k5;+0z=i%sO_jbaUhVB<JAG
zwmouBs{QPB``C3gJ)9eZ9%ek;c9^}!k!ixDphXQ!RNN0Xu*$00T(6inCC0Ko!HMtL
zAI3x>`J#Ufah)qBOcI}OUm&Sj`S>R@qo(J^%Wth+rgrNcHk!W3?%9IkmG?OKt@sxR
zEeYNxU$Sm@=OX4;c}@jp3e1w?#ovDZ@v6Fg&iSDpNBZvt{>(|6mlm}zKhKxxpI(2|
zeLj29jHAWpGQa3sKCkJU{c%n)?<{F9#k-czOQuELDmYi^pu3`xUq++EL{zj$moM^z
z*(sTg3K79u1h!~yoKo@3O7*k&@tJ;VwcDG|nev?fRHxax;pKwjD$S=+n?pipZTYj~
zdB6SdSKs(_txhfe%qQ$|So=$icbPoTt}lfOnUND@*0k<$_U4?H)B5HO58F<s#S83j
zFK{(JTb_ME=%u^QO5yu2cCzWp#`*P@y}PpD=<}!?3+unRD|<fkMrC|G7?8NuVeUgc
zYkujpYK7{`+~#SkR{85M{u4c`f%n|^bsQEpp@ISy_diSh*xJ>wO6vLZe=%*_E$%lS
z-m)`2*){smvU$B1-St=TZi^1SvpI01P;B2y2h&BbZKcnK)kdB__Hy<5H#a3XCbAms
z-V$Hd`BpaV@%gVgQ}SA$SDF3lS}zjTZnrvpasGuFJFFM)eCu6p=GJb^p0(#tUfo7T
zj$*!j<%hn_>up`z^YZ44^%nbBJ13STpLg>Kj=8!yu>AMLSVq~yzS}na>)<#RJTbC1
zyZ-jUe!ru+GatR%;P^0jfoK2U{2Ke_?OeyI!`Jlb>SXetn>I&KimO)nw#<xYrxz^E
zJ~@wVR!_6-ExUkAC4C-y>csQ9rs&_Bp_(ZF;|H7e&O(1d#TQSi9_a@^)bvjfUb;A}
zH+n*w*9zl+D@T;)%;5TY>Biyttc=R@GxHryE8i?S7X9Nv+i3#@iKwr2XPy78;J478
zlIpsA+7c(tbH)=oOEhn9S|{Jo_%z`8<20+Fn5cmHOBbt^ue|&=wJpkO+l@aaMLn*;
z(NQVJcU`y@_qX$D%yF*^T=3}SWHXh#thH)BF`Ft`@))e&dA8;KOKdyyPF!Gx?(RJr
zyPn8cENKlt!TC<Td-tS7O|uyXK7Dka|L}MP|E}Ioq8paaTYP&3|H1N0xtbbUkvBGq
z|1ewUef!9E&CV~oYG$w5{I(|gfzZ9i{L741r?;=H^Z99Zmyu0AEB5^MsVBSUwMcC5
zFj=g9&byRvc7KNS11I^KJiA3}AD4z*c~j_Ga%VyQWx-sD)pIQuoi)xb>gT?hH9xER
z-p?GXz8K@YUGH3H*!(*7`KC!+n_A|k`l3tfZ#KB*Ht=n`b4UF6at*J(oi;P%cX2ZB
zsIs|zcS%@iv|s<_cTuaEe=Gkvo_IaV);Bw}^m50S>W<y*JE}Wg*QN6petyqi_*+Tu
z2lta(dZ$+FKEJhS&#kr?X~PYg>z>@5kbRk9)gq5GM_(r02rJGlT<%tAkY^!(*5$>c
zl=aVUrL@<d`kC>(DEG4X&6sH0|2*GT#QGnw{a3R^ep2@5R=>RW$761vp4VS?J|;SU
z%g^m4(no(Q+i`x8`l82|XzS~6xNz&ga1SLTgO%#7M_*>@bX@=2b7U=hj8euz`NYfe
z^BL<Nr`fK#a?Ur=#Mfqhe||<_s>2FBDgGTHFV%w9Z|!g1SzE;Q`lpahB*&o|o)A0D
zyei>qc}$*30h*V+K5pDCp6LBVC&}tcNOPVZzw|`Kk2afba$BqtDdkV`oqg~@Y{fy*
z3Bh)c4n%G{sm1fDd;R$Wm5$F>%PTXx7Eful*Et#}lPD1=V;Oy9ht+-m!h)Q7_O9d{
zKl4cY-bWFR6COSA%a|S{v*$v2m-2tJF6FFc2Q8=E*5qrN=TgWbU&D9wVD5A=&AtZi
zpN%5!b6<b=kGvD{Zlhzk&n8y8CC-^|F0;xWdv%pT<Ja}gvd6lr7lmB5G7NjtD0{4G
zyQR!OiIZw&5~uaPY*h$Ues0}!vhV%gwQqTkSrm2$T7La&b3cAf(f-vF7W1yU#UH9B
zmhjr?=Z~vtlXlxE?7PZ1>BqElwG|(KhzVU5G>hd?d|7^c`^@O;tm((?HTKPo|1tM*
zw3GM-gMDj%{AhMRvVBiheO66$_}SkPzFeQ{7fy~c$^Pz_RjqDX@!o#P<XJk~_D-Jl
zx2$<(cXh40>AREFQa9$`@mzcDU*><m^k;9=Kg`~d`Tk5z=7T8=F}-t`su&Ne6y@(<
zY+M}cKkciY2=nTq%dN39%(tX{JE`~h&LWYJHy>WuE>VpNlQe(OJtgM*9vioJ%S<;f
zxbPx5=5ScFvA)ta)6M4v*KbKv(|^3a)Wp=~@)_TgJ+7imnkx?YuiiB6viE|duV?Q0
zY<T)`@$wfF>~jnp&hITvURiCqwOIYhnX~$NI{oTT<Th-qVOK2wxbKs)#Li`Nj&1$>
zU1F!h2bKrtPMn<FIQ5_Hl$a&cc|-)B6)h=C=(U?UY4*Pw4ORBimHZRutdXtGRZ)*q
zo%D_E*#D|P-&jBPjrEn~+shLA_k8@EI=7nrTlo6}aogoLe=MH#=5J~I^8I>=W=m>j
z{@b;A@mJZurSAX3zWv*EY~$~ne@kC)yWS>mzfVf**Nfh(0ikDav}LW>T`t$NYT>@M
zpC25(8nA!)=Lh>kc%Qy5;j5n)##>ta{2+UX^VPc*>%S-@RDb-#^HbtdVNX^2_wZ@I
zyCxr=v}w=R)lbS&cQ$<1cz5*k=U#vFk2fCuy!COnewYovcEXJNCsR)qeS97m`EKr?
z$7aGeuD^er-hJlP*B3tzoc{RemA;kk`QM5cKHq%%cYo8o{G*v7Rr8e2*3X@%{$}^f
zpBF1j(wJ)_tLiN7CSA2zpZi22@8<Nay*bUif=AQOtXMNmPoG23>}zjG*TbCqC(hZs
z-@0PH>E)00t@|d{EN)FsKQO1<Dal=O_vc#W?DUS{Emv9jYR~8|UAk|g$c?2t@|Va}
zFh6|t`Ip-@=iap|<Co<xQ3!oLu~FZoR{7}FkFJ}qf9ci9zOne1+qHKOBTaV}TsZam
z8%SjPx89sROKo(%^oDdTv{=tBJH1tGBIArm$Ilb?P5c^BUt1q~_r1n4h3z}JWY5XA
zXzf?!Sa*i=jmadYHRWd<+_RN^mUzrNpTeQ6bJ^(qRG~T7@|Ry(sIcp;ixJ0!%F5$X
z%XY+j#~0sS-y8P%T5q@DM9)0U0&N|?qi(By&EBD)R`NGs$()xrCwCgZFVeWQ(}>M%
zef|9zid=kqx^{j!l)W*aBXWxPRZa%A&82k~H?F_YdH3+VbhhP;>%9H{Z>1@+6*B!>
zdiYk;^$eSLe|KzqX=Z!<XV2qXCwTrcAKz-abN<c$`F2yjsLz?S;6|O+OW);_?#aEi
zdl_;mdhy+5tM1M2@6FrcEi3mu$kS1@*>R(I^4rd?7EyiI<LWDl3}X1#bDW8P-1X_7
zyq(LEnuxV7th24!_OBM*pt@V$arNCbL37=toJ(h<Ik?AcQeEF$T#y~fF2i%XMUJ<F
zRi>zxL2U9#u?bqu(aTzU)7S&HbWVE1b#MXCmZw5<8MMrNwch{DTPopuHPd02{NC6<
z8{W;1sXL%1F4TYdzW&ye7nj`Kb24+|&$=&WfqScU%oY86p04<PXurVet8cHL53juc
z^jmD+{ipBtp1vx(ZP6ax!b(rsE3KWUr|RZ4aEEWVSby?~*gEc|x09ae*?!=gWq(h(
zF!Ijf&t_W-9?ZSoEh6=Ok+DN>^u_g4kEFV+;m?yvExL7NX@gPPbh(P_L7j?AjB1bW
z@r|i6=8FvYmXXwC;<0a;!#dH<&5vbGbp9~~lwWXH)0@34*!RKYvI~0AFA~1)+SOdO
zlt03+xG-SmgbluPqE23X@2>Wbk2foXZIj1hpZ$HlV!pbU9Lk%rY!$+p=5dyn-v6b2
zlc`bi=*m^qRo*fExA$|`ifmVZH$Qz(`=Re8pa0$cl`Gk@An>GtQP|YY8(utd`|9qP
z8MWnc%+5PqX61DUinzCy{df7KIO$gIhlu(^f@k%o*IZ!Sbt<{G<;ptE33ql+oj&uQ
z&z@J|3ssZSTpPrvFiXnzC3IWK{8bcrq+rEsbHTvyn}%wi#lg5Yp;Ou=*t%;h^W!F8
z%X+$K`J1&u$G3}cPqhe9+IeK+m3uF5FFG>wxqZVy#wh=wM;f=46<N+I9XAR+cmA2f
zDXl^ktqe_@52~xfI)m?Aw{z&cyyfh<yRW8m{_ro_zE%3;+}*WO<+nMv$#4C~d|vT$
z>H^N33;p)(YhFr;Z1mY%zwVAQTf6MV7XG8jt<z$cY;s=|d?4_y?#vEBw(i=JWpX|{
z(l<>APJYh*<W7UA)Wpyw%$M{o3y9uYBazs4@lv0W%v!sQ7DmyR)>&?%BH3G#`MUIX
z99Or94B6apf0~0}&<>vM4a`bDIp!b47kzBkwasz4`g?|y;>xGewNq*vy6zsCX5e_c
z?@jZ;_1mv~VAm7~Rc?}zIQHbG<*ZKcPM)7_sYQ#cy)`XPo&5Li#e2zW8{f+UnykH(
zn_oyijSwojI#0;rhE>A*n1u&2+KQeqFUvmac2^_wM*Eiwk9{VVJBwAl=zTKJen<Pf
zmfJU+{SR1wxe)DW^*AYjd5x~^mnLStWrBO|-GBYt{n@Mkv9BiQRr+7szw6yE#VhL5
zKGxS8TLjrJ-zzz%H)`4Xy56*ct;M4J^>wwz7WcoMz4OifBG0+_!kTDb-R18y*_J#0
zy*uk*>8%NSB=^1BsmE`r9Ps|`_IBg*-SQ$UKD{>8ohNvsd2K>DgW)^1-)D@OmdF2^
zna;9qj`R!t{&O5LmgX1Y<mL;W2(_JI;aTC95d67&Hha#-%t^;)PM<HhB3}O8qwm(r
z0qGO^Z(XW$Q@DBa%$@ei17D4qr1`p}<~+5No^)=mpu{b94u{L1&vE?O@H^GYaF=GW
z<v-@HYZTQFZay&kPxhs{?#`RMnf8inlze6^^f-U2^FU$Q4uiMPrM=_?Ki}hB@~*~+
zzc^7_(oXN}2Fv|NdE_OgZk;1<k$vc{Uk4|rK<w$Cv1?odo}b>&IQz5o-=)z-bx%s~
zoMZg@b8nuXt--8+r?0L!e%tzNpb|&(%ZrYEOiEMJ6;z8a-d#HP*}BCI8i%SKzs|l~
zT@+A|y?AE>)2w~Js-@1ZU44JkdHaYyp4fFhi~$7#*RP5MtaqRP{`PH_d#TmYI@cot
zwidj4qn?-ldeXEAjk0vl(@T$vgy-b*PuRk9`EtnbZ)JDCU8{_%xqt5s`~R13b2IMQ
zmv7%#f8twN-QnG*zlnVh7rAT~doh^vzV_GfoUEUX?q9;^EK~jxe&y$<9sjzzZGK(e
zHml-l+^Sb~0rjp^XV@&-uM{%pSIp(G#|HD<_U&vgOz{7nb-&y-ujyD~2|s_)<ob!X
zKF)jhxHkU&;h&aQ{1PTKIXybPa<0G<V+%Q_w>^80%`^YKZwVJ??frX|JGcMd*B|<Q
zh4A-XujHQpe$~6`{cru1)#rZgo7*n`<ab!5RL8I6+O6^BvCqQ;zMo;9u(L|(5TD=O
z#qv)xx2||6xk>trNXNgP6AtWmGej1hP!0M%gJp()cjBj<56ZijynAUad#3l5+=|%7
z*xnPOYd)`^`?zdFk?1C+6?^n<{yX$=&93$*cV}O*eZ<J>G%tO1b&{dT%4&g03(eGJ
zjTdiQ^v*H#d)Kb?pD$h?<`4Pak}JN+=Db<-&HemmUwV9J|Dm*@>-<k8)!qDc%k`Vy
z|7l#u;pJMlUi(q_!^gXuVxM+hx#zO%_U@+8N{ilSnpgh)S(|;ec>2<rdCwoR?KAK*
z{u$=&aKCET%YyCe5}s?nkK3g^qvvr}xPjjJ%Y}P_!#8N3{#;iTZovEOec0;Y(7z`)
z)w@YAU-IcfOziBp{RfVh-BgQkE7_JNp44ui|60z2>&U;8xz|ICrv3=oAQBYDDY5F*
z?)}*lc2C=~F8jjEsQM}T^Iqhpe%u-@zbkb6ouK`^{j-ie&RedY@$$uUR<oe@`cK{+
zz4fBz+tc%D=6VnOx|YPrHtkq&@cp%A7k4Ghp60c-{r6kX`?fE4tJl8wsks`w=u>cr
z;W=N)by4x@-y;i6n%aC7mmCYw4LQndcrD~{p61yX4Psg>&n2xcOx9v?jP7p}cqn$p
zXyFE%@Qs(JpVQuVUB>&IcEE&-eia$J-4^Ncmu4~7FW6dIvw7md#ZR|7wff4MWqJl~
z<WXNF^nIS?jZ1R1;z#vgoYBupR6O1-{XR*mX}@5GMD(M`N!p1QZp#?`KWZx5r_!}&
z#XOGt3MaO<?PlPe`1I?wx@P}pBI19~PP=pNNNz~b&TEc&2ORh9Y+6&u7xJjc@C)y`
z&<Q{16rW0TpV+e1Fv9Veb^eC_rAN6oRW4;aYwE)q`F`W&MbcgWHU63Y6-rpwv_|>R
z5`+1vFI0jZ%_`DWSf{>c%U0?Z6hG%aW2M6Dru#AfPlrq>{ZjI4cA;#ni06_8fn6&V
zg6qzQOz6G0Fk*#5ch^NO@pAbMEN9MayO@82%~&*LlSo(nlLW8$P)9Sig9#CiYP(%7
zY(F*Q{(;O78|~P2+oy6FW&QeiebH;t6w}Ra7DA30)$5wha2o_EX!|v;xUnuE+R@EY
zQrNubOUw1J3870TJ)5XMp?$B$^I39J+m}vre);v&hDkFjTWxX*c^=tMX#aX)|MYg*
zx#i_G+-qKKf1b#_vvm9OMDNwPV&AHk2=ADFd*2SV&*D>Whvf$5RrLogZ@;<timlgQ
z+rU*3*R>agIDXeK{l8A*>){XHs;|}x$?kh}C}`)pAN^}9;+SK0ysBL5QBt(6<LjQ3
z-+MzAZC+{l%~VKsy>7&W7eCH$R=X8gxE<va=~144Sn)rH(A<~|nVntli#qu@ifY{E
zzh+qLlFroYay)wap?mH+7Y|m={_RoHp;&qEV6A-k-tuDo#joC_7u&6sDvJ``aAfhn
zQ!%{JhhsT7Y9~LnS<JC|bHe4{<}==JkhyxskK<d+vmI|%tPZ!!*sw3|h*C<_D%k>m
zhF@_rY`2~{GDW-La`LHg#!J^s?rlmvID=8`@!eM|TxY~+@4P#2*Ozh;{_+jVhfc~y
z=BwyS+w$#vcwk}Swo_iex2*az_dwWH$)+hnF&2?+QLFbxTb+Nj;$UIV$*l|IR^EN=
z>d{!Px?uU8tXUZnDK5p8-VM?svVGZ!$qy9N63%RkJSKSi!JTJ+Vsa((%j*_RcC1_R
z`LKj=U{8(i$6JA36E{RADeUd;J(M<8V2)+^5)0|--VK&k$xD`tZwS0`=b&)U7pAD7
zzO7e&Z|ZJZ(HF6A9*6A>^-`Hc{)vSw%<<3Wy4~^0e^4l6ZKeI;huMn^ml-y{9I~GZ
zXWzNO=cVcQ-z4Dj;(lq#Dc|&erQTEdvS#j^hVUcLl{WgE-Wu5YVl%T`5YznCdnWI4
zTz#*4`&T!23zHxH1ug9_cb>j?rZWH8n(6P)&N)AMPPOs#pJCtA&V6PteSK-B_wAbx
z&wn>BUe~6%Va+!sRrAl^m6lfad{bI#qdWB_&*}V-q#Ul!`VOJTrq+ksynh&}9+Ty>
zJ~sc3_2GH{BxX;xeZTM9s`J(>KV7XB71rT6by&ACc3T41xpo$9ma<-cZ=RUtET2w!
zlw|h4dBJ1i6!I}6%eEr9VS(|ntgZ4>4~K2%`toMa&*)WWJr912uRrXepI94svd8tT
zMv%e$%davs+wC9j%;BgkT>SH`%$5fnbI!fkX}*41;P%z+*RIU7)(UFbJhflwVrt&s
z>Me!~_{7^by%EZ{urPS{@nRB>NARm3V!o?HwqE91w5nOS=lh!?w!N(ZPO~@fFMncm
zZd<?Rmp~Opi+S}Gza>u2nv*SW%saI%;9lf}z{1m^+bmZ->8|RI+irPv=hazl@$rZJ
zq~@^h{;|mPjqmY#+qG@A1)r^Ji+Qc5N-mkcCUO1e6;40o<4sBe8v|~In7A<Kyx<Qu
zxpL|04*M_@UYUnaofn+$ZadI3S5xZKM;WJO87HpKTf*z=9QUEW=G4wbiYo=A_B^zR
zH!-Q5s4KPV`TUE&7I15K>aA9`%F&SeRMc^pxvQ;at9VH3!sCxE8#iQ}5ND8?7jDub
zcXG7|@72(y`~H6@Z4RxkKI?SO<lfn&C-r@Q(zi+co$(_1-|j>ApHz3RF#Ui0*~ho{
ze}~Q48y!)6prk`%IrF)^R<<=|^K|E^2_`EswibTXy<?>5Rye0*7L(|L1o!>xCtQ<_
zV4bx{>AiPFWlxsNvTBpl`br#<6MWb2{TH$J?-k*%?A?pXTz_oWIFv1SJbISdyRHxH
z9Eq=<Jw9#M-1F&*U*we;FO6P&IIhw1MD*S@&Fr$EYu2faSMNrrTCQV^PR*RCeBEJZ
zSmZ0`_={Sn&0~GnU)Sn>6_%^>$7=1SwDu>dQK?tu<DQ*Q7oT5h<l~~Jw<Y<$bjmwk
zBm4G+S9ZO9udY8gGQR7ry8c^r{n%~$?DnirQ(98Cy=r%~ZP)7CuD7pOZvUkeUVU(_
zUH4O=m^|C;uair5xc^*Ib#1A|oAionnk)Pa4i{eAZf3XH;=16kkoUX3tz&<oe_^-W
zpR!Vix5w}9$*w57(yvvvv_5vrosDzYHmqBp`t8d$kBSY?GU`7nE^&5Td3jUNjdeCD
zDLcHFHcE-Vo0TVb&27p>o(pH58Zox?q;b9GnWm^>Dt!7&kjACM)nOqO?=rRqh+e*S
z@~YE^vdwuHzt6Um3NYJWGCA*}^ReZX3-SW%9^c$`G_xi8RK*lyQO)jSb53;ZPn2F)
zvN>;J%mk4sFMo)}$tcgeb|gd1rsML`kQtR*^ET$Ozuo@LDYu+urBy#q%|g#j9Jc?H
zC+oyGyqm1^#$Wc^HtS~__53!O*zKzfoAfmD>akLO&uO#GU5rv47KO~?G<l?G7aYHT
z-O>aGWg$ts3=gH+5SL?@u78>R$-JWJ?j_^LLBGx)5jwkP=>fhwJKj%r7i6jZ?4`cj
zM{fW3Pi~pp1WQh(`c9B<XmxJ1;xKhN;wZr`I<NhdOq0c%to*g|`!$xmD$zQsn;Mt+
zWqL)iXAFllYv!~-X630(e6x=mY;QdG$jQ<Ay4P{74J@S*nqhmhB^Dl(znIu=zwBRG
zUEKtcEY92uQsUj5Uz(fEqu7|2n`Jot`e>nB{GRXX$DD<eqE~NnmpXq)=z;KQ50}dq
zw`^YX$DFmP{=3J%ui;!;dw0&cvOl);iaw8OUw)y=(WW(XUfSlxE_%ECS=JqGLspjj
z-1SH9Xd8M;&wLlr8QFjJ%tL!6*|U?5eCgVn8kpX;cU#VS-QD%MHzWL#OU0Qkwo7*=
zPZBw%*O@%$NaF>kJx>m6_3b?*(VJ|^_hZ{p?@g-rrSuKAR(S7WxvS^1M?@sz$L`=0
zN4-BK@b^wX_R#jbe6{2L?I*=PeEqp=ukW{W*JF1bnSJNszt8z5om_mu9{&?2uQ=s+
z>~&<m(A5uZ$KE>R<p@n(*_iq3np&W5==u70PKRPWcF4?m<8<itwneM1o(fZZwLU7|
zC&1A%vT4yn2Y%rXOGK-`voAiCxh1;(#G`bD-o0&3k!gRQiv7`daeY1^pj&+L)LVNi
zmu_b4U%;ef?6UWI?_~Sa#^JFBb`_6ej@-&tk5O(6$u?=&n)uK5)eb2c)6|_a7c8E3
zaMz*tO01hq*F24P3DuKaTp?ng?Z%biz2)=T%zmFolNX2n=uF?cK<xEjBaaiMvt(16
z)=qxTT+UK>P;$}gPxnqTrEQX!Q`vQAXM^+B*}lE%t0z2{Z<_IA!c6}QjD60$P9GEs
zEB1bl3%_OlH0}A_(~JAUrna1`eyX{MHRoXE@{R{@;?w7r=f4-9Tkd81kLCH^`LZ9@
zp0hS6<NtiO_Ql>8yQ{@~6rb<@9lf{tecbg$Hq|X0GwyLaX)x)@<n`ISR&tkI{;k&J
zz>9O`H~(&#dRb_f<FV?QED_63N^)*k$F)<mi7#R$<L8y1e<!9LPua{XXQFk-|MJP7
zzb%7~eY;%3_dC-Hg0}Cz!|TBjzu|#$LtVzf<0bKiY^?G(6DOXwR`l2S5#Z=?vd1;`
z*GqBn8k47AWJ7;<bK9kq-+3o9)%4A8p%eD&9xPsyXs_J3hCA@yiW^0D1e*80uQoqo
zR8w0Y`c`y8HR}@R@4O$su&<f+@%7!Xv**M(c5G&~j!rmMn9j|!Z8PilH12s<i?+O6
zwb%BD_eR#;#a|Ac3%s8E@?!d~b?@I@yY=tKwprWwyNY7BtI9L0y}LLs>FB(OU8gci
zS9F|QSf%F@>Cipj{&>K}v;dp*N+~Jj$*XP43bZzG+8tVWbOj&7hSOgn81iOIJ<hQ$
zciwe*o!DL8moNEab!(S;cFirbZ4?NcW}34+w*1!Bo_E=o);agC-IDiu@`S$%5_5CS
zWZkmfTP*!?VDY*7=Ze?f9kmJ#Hd`=bpTmuiz!;l)lQ-wzrC)xT<hZh&OY4#A<@?wF
z9KOLF%vAh!lTFF4X^Rr#m^sC~&efd1(Rf7K<8N%taV^!no%+ko90gY#-YXpN*6wko
z*jI(>>J?FiE6&aCyRR*$wB+=%$G;{`dwOJ@)Ak}Y>w{^No`&s8m@~UU%_|}7tM1c1
zJX;U8aGna<VC#4}^28mV3&#_9trirC`fuUp+xhtd<J8qRq_>sVq&IEzdv>(<GyBTN
zj8Pnss{{9luKM;Rwl7cEcFmOI6>%b~leuQgU0K)nF1S77$*j)5K02pt7ldqoZ2Zj1
zB4xvR-I4>x+<rMO(0Ki5f!J*ik#+AUo8ED<y?MZnfiKa_*`mT<Vx{e+O}BIv*YU6Z
z+c$H^(bk&*ho)^&Sy09vcFJU3_isU)=Nn7^-Fhi%!sq*-<*VGOGztCtPj7#GQXbm=
z(D>}H$gcVGSHD+JEZ!A)U;gjwrhW5&@b)Z>iu-x{>tDCU@*O{)zMi)5^46QN)hrth
zOkn<zQET7kSSN17wlJ`2&Yt=Mspa*R^~*~QQulPqa?PIoGU3ECQBf8)*;FQPwuuQ7
zyr+0_C@P0fX<GZy*M%=2mEkkrrIwz?dgV6WKQbSib{$lDq2aJBcv-{+J?#R?D{+e|
z`Fa8h=4A=&mRPowMMt<PA$gI3Qby{|D@KBzF)mYec`tN?_Zn=@6KdP8{Bawj<FgvW
znTcFUFE_+*;j}u+d+=N4u^Y#=kF#EFI3Lfn`{Crr7N@sKwA$^zepb^dZ}s~7D}T=~
zSSOaF?OUL7d}q;Ls|dEx2xXc1t6h6MqHMyum3EeV-Wm1l`rUI^wJIu~cWf$IUcB{)
z3+vwlVvi>lKmC<^{O~8E=UHF(%B;TlZ1%Z@=VaRN7o^#Hid-{%9KKeafrpJRKcHcn
z+1#7)HgnclZ{GjI<6jMjiknaWYWA`(=hD9g`wMQLero35gPC8iT=@8B=3l0}Woh<B
z_B#cB@XxuqehOd2o_mtJKAfq$T={Um?dJN7eN|HZf7@41k#jOP=ex8*C1d5SRPLFs
zLfb;t?opnd#OvG@y=v8Wt19!aU%p*+z0kkP`N*?#H>U1bn#K1kDMjsV&;_kS1&1{?
zI{BhkJ#w0HamP}v+_xun|2WCV=C8~u`}w<6_mXwqUB3m&32eN}u0`xF7vuQw=uPF0
zZOfu})^7dkF{}1((*HHW8f^!*iGS0pd(J6hYJaef>FAfGm*p29Tar3w=|X$|fBSFU
zjoXxMlC>^<;(33$`w8>hX9##t=ucE^`yO!N!@QUI_jk@@lyNy==Kl9>xYfOE2ab>b
z7hV5);NQ1Li!KW;(!X^7-^4?mg%$F@PKxiIDLP4-cS-g0Sr*gY*!`HhCg8z$iA67T
zG?&!1R27xKez>Ck?%MXnimiX-roOv!c;k-Hy7ZtI$K?99^7{rCs2x6bHT0?G?U?uH
zuIm@>t7*J`zI5NJRd#m^i~CD<&7X68gYH(x=3tGU+_}9ggfC8cuvpO8>EfEr-{x)f
zOut<xcvn)O%Tb{2z_;iLyZg7CJG--B|97>M0s@v?Z%kizC9h`|y%TkfvE8@asXzaq
zUri0S9Ph!T3O&ZJ$8T411|^;UBExF3LN1bF>(-2=pX^Sp5DVKkn{VBo*1PjouYdJw
z^_J(_g%|FKFst5+Og_PVo<A%htnzeQp4!VDI#1=71^0F@laLRU@89+@E@axOXA8gI
zc-U|IKJVX(X9u}V9>29YpHh^}xpnoLds;e+H}3CSli<!GpY-81$9B_tlS8`{_t^Z(
z*65zGSLXGSS$Vl4J#A~_Y76gNzP4k($Ii^}aV2G2U*@0t^YzKY8`oD>`xYo9YJFtU
z-}Aq1xrmodmf9oL<swGUvo=XRd}e&&@^34x?TeoC7wMcVIl0MLj-%>dRLJGd<PD3j
zIx5UN)U4*Q=-Ulu!;SNFE$TFud@h`}?K&%aX}8hZ+c)(0JraB)?)9QYd1uexNuAR-
zyYhLbTNf?n=1Vp!j@RIh*7ctCj^pc&soiU27Q5&i`F2X>qR-keHO|DR(nc~qsX`@F
zUVP$GbCxt+`yqeJg=+gh2enid3I-a#{B5dm_*#W<&4#6(%=_8n>)O^QHu}6aYE1W<
z{HJE`ti;u`zSaIv*|~de(rwLcbCXV&FT2t8O=M@RuRz8eW>d%a3l7gOX5X@}YgWU(
z0}sz{W#8h~?jvE!XxV&llDmheoa_0OoNoJT`0U+$1H`!{%jN%`xwX@jv*i24toIAE
znpTwrW&AEqJtCWHG5vj7TjU-$_dAtI4>r8+_`FVe-v5lxFK@4k_1MGRnW<8)xUs!V
z@uR)A%DP+MwjBH)6}>ahzC60JKKkb7hc|Lnb^hNC`xg*>)7N`{b-=vHMfYsa?|DA+
z?uq~2m1(i({m&bBU%jGPT{!QiIiqj&JW022?$2i){A9o2)S>jLmZfbkAD#YmhB>}M
z?fe;!c@v8(pJfUinW5soFwnP<Pv*%?_p%KMnU1}!@p)_Za{IrDUAyAMXAjomACtPc
zW;}~Xez<qDllRUR&mfoX@2=}lGEBbBf4IX`EX8))m53FbyQ6zuuh##$RH3zLM{LGz
z%M0HU!nSWyDlFy-J;LN#7j`3R-RFN(iaVYjN!#l@BWe>zQ!bBU(!;Z|MKAqxmL?a^
z<L*tA)|?Tov|#^%Q~&*T<aV1HZ@;^1Ygr7-Y&{7#{huBR$CtaA=SIA{Q*>-e^O{2`
z>OQAEch2Pd#B-VZ#ew%z+-lUePuToBfg?1w<gLk^8%dkBS$J<c&A)!?@N4#`C!gvF
zw<t_u-}2dS&Yb);dJh`bP2o9nAo5IH&)kU3*EU()%iomyOZxrWHB)T!OoI-$_vZLl
zev$4Kxqtd&uRK$Xvs=M=u?zpRLxhq(mB>mfT|3rt_uY91*-PPd{9ZA?#3hm^|2~!0
zTfRDh_1osM$8&Z}5!!o4@b1HVypm3{ZcNhAJ`*%y(Mwr3DT6KDB0o|(CfaV1;HsQ2
zxOg#FbJqUK`a3@Ef(@*t3D&Rt=2^YU_>rixCpo=t*NnmsUtP19H-28x?(^e<la)oo
zvhqhc|58#@g58cYyq{pLqh^<+-{8a0A<v@_Z&muEIW+dcw5xe5l$U%sCMT+xYuu<i
z>wxs?uXX2EN~JLiajuy5;g5E@x!<${b5~s~dpGgAX8dQiOUiy%KQKDnDq6+1GGqO6
z(YCn7v&1K@uf8->w&U>4VAHanRrj90zS(>H?$g(H8TNlVr@p$c9WSpMxg~t%nFr<i
z#m~4hXD%)(i+{FVuQ-dhxFTrkshM^L<<ZYd^WH@){ZtW~e;_3P!q-Vg4?o1jzW=jm
z{gtn7%Z2THuUq%tJ^iBU>%r@#dqa*ERjgXK{ak9F#(qQY?V0kj4-TFF7U=e=$3~C4
z{JLNIp3QMHTccl;sP)`kbmgVw+;dGjclM;z<u2d6>(%>mt+uo)Qs@5}t)IKb+v^=`
zp3Rc)UdvALtYnnh)?(=Re5QqS=W>N^aSr#`!buS&uhg5TbU4%&<R+vQCQq3v{jwzB
zwaP4?)@9ZPT*?8CtHf3oK2y|{HB`&cz3#VN>W$zrQBMAQoGcnown@utBqo{s{+?QP
z<OPrY4-JEi&nb)?5#<ig^D}4q=Qt}~NZV##WGZy&@01;8|7142`zWd4YtYl%KkM&P
z-?Q>-Z@f3T$u@ERxo^Bxi&wh&Dimid3J*<~H2s<1#?LNh&O%ETr}$2j<M`k3V(p(~
zv9GL8o*9&_l;Oy|e(R^;(+37`IG+D?xuM+cETpGylkLB1es{f{iMMIapVd>RB)bP3
zKUluu=0bCCr7ef&Pw4)vF3Z?7JMZnBJc;$U3f(g{99Up>?s{bBNB%HFc?<5F&Uyy~
zr}(Yo?yEi|n|k?OZ2#_>%IW&=Kc(*c^Zn%X?`Dye)Aie@#c%p#zu5E7yoM9&r!=gn
z)L^_LEKs>?`g>mo6M4RS>b93_EGy=xujD;jdfKMonfOk1A)Qz@*?%)w*3_@p6u9%i
zZuN@>p_7$b5(V>knE4A|-85S+XDibZ8ZEQHfn#lwS>UDD=O#UsuHF5hWm25$Mos-q
zLMGQ%@@mcM&DqA*x<1d1`R9fgxo+$o?tE2j&pmCr<|G<0y^rVI+4Wy=c|h6y9ZP~w
z$(;M&dqAYPbICXJiP1;I+*lHetp58<Pd=1VCphEKsfx<?wk{uP1HzWAw-NfTCf1%A
z&=fE&@qWs*Q?j#5{)xP2{;njvFD!fCvBQ7)e;D<DJor5^H^Al8mpA=q0+*M@Sjov$
z%Fa9De4O>%)OT0fPrTD@(B6Ev@a1k%pSHE3&-`S>^}p+QNpAhXqWrUAqT1%~b_wEa
z#<JQMswQpv?zQ!Gz_*eg-vSLQ+vcgL&;2(0`a+g~d07`2I}IdHHC{WTer?A?*%M2p
zPrUrQW1?f{m8kt^X1C4TTqgVc`M!DGx4v$@6Wy@&OT7NB$LB-uo$cIvaY3lO-n!ov
zi_Zt`z54b?soPV7d(C-Yl-f^AoN(P$c;d^HUD?x5{M=mfxF^ojTuXn8pZU3o9gC%>
z8qc<072i_wxW{r=VB%8gl~-6b^xe%T`KTS`{p^vG+%bi>UUFCA+{GcgCK^;*R&5b{
zd8>NT`Cr*T9+@OAty}Ds#B+DW^WHU=do5bsK7G`CacceK$aD{jg9qEzUh2(t_#NwI
z{_Px({-xfKxd*rE9xFV`U&I(QPyP+lu8BR*<Ga^g?!8j;^TTnOr;}1ks?r3LcWr$6
zqIp-jscG`U#tkKlm+dk=H2b;TrCuxV^-H98pETJLKkdKROb&jffOJl-b4}9)o=GN4
zDgFL<Aa|1j^CGs`OY>Y8Y20tsPE?g#<jDP=HGru`XV&UDi{&_&&P;36(9E7;U^+3b
zVOg=t4n?c3?U`xJx-t>ciiaiMHgFUtE#*zIT^q_Uv4NTUuy~+qbjj<@FZRT5cU&ku
zugAsg?r$mEnw7u)N3n@dII7ukIOvSR@(nfiI!k#o1lO!JPT@SNH<5FzbYj5A*-b1V
zQ4<mzebXF{Mg*k&)M^neU}W8T$}9GzdimZB+w7O5TzWm5ulnSZhvHLw!u~DJKJu1T
zb+XD{ukF))uHCKJAGPZ9m4~(_5A<i8y0e0D|6H#%E5Fq@dZ|RcW)JFgy6kpi@d}sy
zDf-KVs>=lH<fdAr9GmB_%I9bz7S#Fb+K=%1X<j@+w*v(#>a_~1?;iZS;)r7Q!}Iq-
zlgcNSiD#B>J@C`$YxUQU>G$uf`#kr+<7kI%OE>(Uub*h@s5gz7t#$3ikJ*R1jvigw
zJ271#zwAiVIf<iU_A9ozmPoN3E(wn9`59h(D&+aY#VZAMRT*~s^s_$Lw({e~+B(19
zEb}G16-!^_dHC1A$da_zxw|}X>6=<>mOptn-`tz0ZXa&;`?de{+#=KGE9|EKT&}q8
zcy#{(#yS;N{v^KkBZswKeBgC%YA!R7IW98SxHI3aci*w5Wo%PY=d>ObvYG3nB^mta
z(Ep6T`R2|O>r6DtF9l3foXmLqkRn$fqZHTu;((>0JG!>DOtsRz&XL{0FCfyyeXH@9
zGl%e3+2#AIsy)t`OtY0QmM9Qd#=TKumzdDaN6jx>R^OQ{yQXa7s!z>PV(NQ1`tD4e
z-t6?)CVs8HpTY@krd5kojl275O<4~Yc`jHT+w9kD&-1Riz-gjWu6S(pZ~2K!o8o5Z
zA2ZF%4v-R!IB)Tc%jHy}^ykbBe(l~Aw(Xq{e@<w%)z|5gzU!8nXE<RcOKXweah*L$
z-^#W$Z*Ev_SRT96`v1X0@!?;}6(?zwnD1(fe)lc-K-FV`Q*Zxo{Wks3Es-zoUVi>^
zmit2-=KOf`pn2+(fFQBj-#=K4W*)zF*~4qySJ@Mr4Bjs&%wRJ2nHo~J$1MM|`q9j*
z_a1XJUJbE4_K`7bL*+}h8waPT9j{+oGm+CzSWa8~iX)qD)uLA?N>{90ob4I4gH6(U
zrlJe~c^8HWM?`gdCgq>WIm4z^{dXVxP8FWDT3tm2<ssb9YCo}joVKw}dG^U$uELsj
z%ze_<(rOMHe7%=mVlK&l_xW<Amcoi(U8Ru+!^9(u-*Gmsbe-__Q{>V+%<cX6tR2ER
zW>ifuO5vF!lQGrULSOXG`~~HF9t^3ISPx3<5;}U@$K>LP8yruazIr+`6mys+9GCD}
zp?!J%t0O;`Z)-d`x6NX<VM=lGEt7S#_Hh_@>m8k&|LTolxy!Q`aZ+woj{UMV-x}U}
z9OybA(SKUv%%+ZuGxQ#87ATmOyP50pz5AO!#r@iU=l-YjxBs&Ts@eU(a?Xgcf`LMQ
zQWlqu4VS)KW==_Jk%GQkPGU)_OKNg{N-CGWPikIzNrr-vfrW_~mz^C~aY<2XVlG$3
zoVT@}MQ?1*Jh`|00_%$fX)h&e+r%&a)qkbC>;3*0o4l2TPE5)A_F><rRZQ1BCbCTM
zU|3l#zpLiY>Q~=){rofW*7uhxS@%Ad2${a0FC-9Je=q3oJ)egM{@gP={dCu5*H6{9
zKje=Gf37~)UGTH8;`jXRkLR{Owfg$I!s>^<*X-|g5%V{me7*k8$9nObFEx*A_&t5u
zr`~&3EBn#e{^kGA-~M0sJ3jya_qEH^_3TgWzm-;#|GRSDudG*}pU=3G{Pp?zio2g4
z|NkrhG2Y_w4}-&2PAhpHPQCOs_4M_d(`$QX*=?B}VOH|++49TJfB2kCn^7yYTYzuZ
z+3mgS(}PWqU;kmTx8rT+>2fiDvACL_^?&Wm&1N{q2t954wnjlpTF!I!=AX5vx=*P6
zG5Xzg;%saTbEWNu{IJ03e`WoWcj&Y~tL<t|@Lu|7^PY9m4l*rDI?_iTo;`P8fbZkA
zB-7pDX`1`yOR(C;1joG8$U3Cle%_?@WN_P7k5j_6?^5qtH6`D8nd7a=KK13(dE4iF
zw5+JKHF<8put6u#ti+&ZTT#x=vs<PeU4L1_$5O5#`e2pkjjP3yovXi{+E%;%b>%$!
zZ>Q3x-rEv>i{ZiL>#OA!`7ZD9dmQ>~f3DWwU7=T;1#UjE)D@0uDm(bN{<dOWgOYXa
zztZd@&es#Szdf{U;_Zkxou}{e$7NMd?L8f{Z$a*z%{SKi^n5O;&RP^!{`*r%%C_q_
z3wBJse{o@%qO_89>GJ2hKW%;EB%86OF(vO|$u_6Aoxe+k&Zhdz-e9<^v`2d_=k6w6
z*NDQ{ISm_jOf#0-aHsA3^tJt`*Ut94|HJL_kv5_9gA&uFU(Dj%|4~Uae%bQZ-x7kR
zIBFkSq-k||x9iiJR+>&Xgu8Ng{roilad&*u&ZEaWruGNr+|BS1;mmrX^u|N-%j+CX
z^EZX_HOpT)F7$bQ^vt}Khi}Y#wk)9G>B}OKshsc3H0I1MmJl@b2=_ntvsR*i*8*F=
zbCsdo=C{rkE}YWN<SAaZ@%-NGMbRH0%|5jM!;wvyviBZ5o-%v0%6g&SQ3^6)*{jyb
z>%Ly5blNejZ1K6YS2AlhoUgQGzx<<NQ_|0}#D)V)wiTu%R$fzL{Cp?I$zW5L;x)d&
zAd}5!w|vray>U~04ZFT)h4+-QiwUjoz0$1rE%&^r)E&<tFH!oT=+*It$+Lb4+}fo4
z_K5K9y>~*nKdcb4TNi)bJ$cQ)JL<DO)+P6tsg-Peu28gXzbr>_s@|{tPyebtoNl~1
zw_}wZ=k(Jv^;}=oWIX(?$!%kq+TNeDZO+YdTgfcfXC+HFSMYq_5dTc{;9cvF3uLQb
zE1X_ou3})a=G}RI#<m=m?~M!fPVJMBc=el!$M)#2F0sCXe|LZVihG@Xqw4weuU}=a
zT`!1P>i#-g%3eMF`$yyZHkON1Yb$~SnkU~<YwTP1cJ1mz&f%AHcP=TLyQa^t;>J5=
zmS*iUHHpz&OdnnTSMh91Iy5(M56`Q~8y||_EckJ}Bg=wA$^XweKB-L`-*?|M<aca4
zEf_e_wW{FIQ(eCNihTlQe6O^ec2%CQ@aaFm>k*i^efObVHvBmmYy!GUF;`qel=Fhq
zDk~kone$y=duXFwF8k+;EZOfrH40^inTYvbX^lP4*ieyB(km3T@a_@y*{Veq-b?|7
z%PzWXsFQeG8tkyvbh`7~X|F@x9q?nne2~v{@^Od7d^#=%UIg5kayj>;-_u8y`+mKA
z7rceXe2wMggLeaKUan7^w4DFZyWs7bpO=>>1l`uSpf+{RyUn>A_IE6fcrTK@_Bb!y
z`gX*%wH%B)G*do1wQaq?ke3mcGDESbsXV1trR-y2c!{u~`xL1%uj(~{Ir|juhT3i2
zvEJc$qPYYIr*(D@clg)!(}h~z>{%xB*JSw|mK7a*a~=3DD2B|7zrDdHPvAkNb${~L
zDHpnDxBh#ZU(DBMU0=xe&UOEfp3fB$w@eCdIOIi5l*oyzv;LADF*R*Ynyh2~^NZ_~
zlr$n8_cOfidT8OWKdIuwW&IBC*N@qJCHS^Xe)S+yl|T9GMT7Q+Bp$;gja3|{Rr%Cj
zzqyh+$GUk<k-IbJp-*9ZD;>PT+BVIwcfBT9byM)w&(7sj?`~x1+%fUm!)k?N*N*8v
zy<9%$(WxWv4OsH|?VEL@*q3uIj8sYx5LEia(35Lr_q%ZB`OC_8*1T|%pL0Ry&8(Q{
zx6Wb{H$Ph>;_AHRmXpM;$mjEI6<-`RvKKnAeVKjx4@HM73u}cJ#>?)x>ZQDS^)2oH
zTh))e3XVAbyToS01|_S+X$QUT3vFwbIJV<~;Tkjd#Vfx*d}o*>`Lu{xBBXnf^o6H-
z{KgChJ8K#k*W6zDdC}yDQ;IDDx?VZX-Oclyq3qd(i5aKjz7*zFR$6b^^E2XuxPW9r
zOHi@mw1;y~)dkocdb0PaqDStW<C|`ZE?)lq&dMG9vU4`{noSM*v^_WIZ%x&SU9;LA
zf8O@l#xK4#xX;2{dD{$$h8h;XOtIVMkEck!nYd`;?G4eN<~_b<_E?5%`I#km=T5HG
z^m}>XpHaZ)d3`&Dm&;7Mo+WQ+K6}Bnz|dU+0$$cdvgN6KTDN{&oiJJOhUYV#n{o0F
zEgx!zdgLB5xF%9ADArnhwDFt9<O`<~Y{h2>NwX-J9LbGSH|+Jeq1wLTlJMd00zz){
zm#TedTpRppQsGCQhmEp&-Rm#<{5$4(nJ-bR?3shEGs~vcVW)old+2iRapBUEa@W}x
zK6M8QZ#mG(D|6^htMi4D#GJ}aHF?L*Ryj2acK0lv@W8J$aneFBh9^6X{ew?Vlb8P&
zE?u)DNowkG4I!3)GmNS#oRu6U1-Oiq%x^UXcqHd6D&$eCIG0!xyMg(h4_D%JL)!*7
zi;Y>^6|7B?0&g{?CvE7OD6c>1X9UNuKAHUUIRe)Ak1=2U{A+9biw_TW_a9U%U(aXE
zwPpRJgWD69B>Ysbu;^w<ziB%Akj0#Lmt@Ub6TiCT_v&*Pos#k0t-CLG`r$?<iBy;K
zk1tAH2^Q(++xGV<uK`b|)s=5*!P9GxuqhpGp7+D5&0YR_cQ>cR<EcM3geL5Xdh=N9
z*lU^m7M}i1;?}d*=N)QHc;WW;^}=IMx3f<@Z)|hSA~s>ggoliBbK3G||4^MgW6SmR
z>&|D-?YUgd5n_FA&W44PkH2p3<C}BH)uBo4qS6(WV;v0loswi`%g$^nRL-~^8Rptp
zn5$d(;BUjGN!uN}V-$8zUH<**LFcDyC7zov_ML7Zt$j3^rBp!F<x~2kb#)^B8zU-|
z?LV-ke&p#lWD}I@+~~J?XGi(#9qZ3%2JUI=og;Mn__Gy;+qT<W_Lv!S-oa3j?Od84
z=gyp$r;EJO4BLujUgh%co*pb@F{S^M=0bJ5^@+z7Wh&zRJb8k>|2;Kbool!2)Z<5K
zecFxx=O?exc<y8vHch(ng1d28&(5?k=`&I(Yb5-isvYyvQ`bDkwb1D*YtPg>8*`dB
zE)v>SRu?+EXKLe|AjNLya^d8qH~$v6sP?>jFSGXQ0hJAx^ODxw$k}|-CUqL)gze`e
z7RH`jx}59X-)0GImszFXMKxL86d5gCcq?(ugtlM5)oyBPD8JiZ?WnNkieRFJe6`56
z11|5>Pn}5$esuUYo5f+t6&9YpXXCcM|1P1jEB*d{ooH{Xi8kD2GIKlqZ6>chS~Hc2
z-&<j44LgUqrlf`aoV8m|hJP$r_GtByohQz59pAn8{KU=sMbm>9&b)OqmHPraLsm(G
zmDkeag)E7Z#tO?cBn2Xr-paku7ToV1dr>fn^^Ewp?2B7pJx*)NlW*GHA~*Nz;#1YR
z9Q)Pe*PJ^(@yCaG&mIfSzjox|>}fx4PH&!ac%e<1VV1t2Wrd9}J7@F6kYA6BMb}^A
ze0e8m$Ewawvvnq%!Np%#)qHFkR_<JNJWye#Mzs2)4xad6F=gGSi#3A2UFP_)&~u_h
zzWJ-l6~b;$XI0E8-%<6!<*Zin9kIn9&PA+Re6oup&rr4Kncy+egxBFZ{2@GQtQ+jw
zx$9;KGkN@5EyN+bY)U}h{_np&TIM?P7kYa#d3F{ieb&?2wxy1<aZ%U_t|GM}z5COd
z9&4(2to{B*b3-57iq5>d)6{NHd$)|?2+Q+k;aQ1GCmdC|c|Epen?>034aI*BY;kpT
zaSc^JWFn>3k#J_tsslUn*@HN`ro7gSOl}KavT%xEnrC@i#J<E`-61RX-^-PMtgRl(
z?C!2V>4Hn<_6Jk%mssBS-Qldrd}ayT=1J@mOSo=?u3q}?-t2EK7PXomrwjdW^xBi$
z@1kAkSb65-)_IGM1b*p%@!{*c`->0HPTezGJnN5j;A5HizsnaL`|mODF}LZtheh#i
zQj@P1JI;G-9GE=u*$<H`6?1=Co&9KbWk=q$s~-jam3`6UySKvqpV`vy`6tYN-0pg{
z*Pms5Vea`u^WGnle)y~4Pwp%U{^$AAtyla#^LaaWT&^?UA<Mj?=Ra?sJ{szDeCwCo
z4@Q~xuPdxy{Mi>6lNETnb=$=Q_twp}2r)>`Ps+c3wnl2=!=qRJR4scJYBQ-#@2B^S
zS*@Pm?<Z$ndmHkp;Qf*;HP2Y>FpgTU@4k)E?lQ6uvmRY)ncj7q|M{CL=k^O9TK@4L
zoOsb$cJbp?XPi8?NMBsi<LEfsIO53C6qd%flQacoxy-)#PMMLsG5ApQMx$J(O#z-<
z+M8vsY`!MA!YO>wp5>SKY+RH6i01)|r{;#Hu8=E-ghSt!Tr4ojym{tmCgZj?4##&+
zW;>3@Y%SW&bbjxGX7Q2<@fQwqTb-~G(|>WG`yb<r1+#U^-+sJldRy|<%k0hBT~B_!
znYG%x<^P^Hvn1qiomiLnxSMxNc-dLwP1&#NEOPrFUtfCtjN_A<kH!aFp4_MkelBC+
zI6Hc&^8bZC7OFec12<{qPUGCK*%>mGGoSt6Rz}|s&GWQ{?KrX>XRQ7{m9xKf^}7bO
z6`Y|#rB}=sc24B6E?L1dYsYq<3fq!r5B4Y&)%*~5d3XG=J>SIst)Uh>^A|SoNGKm=
z$UeMTo3qc_npf}=bLXqw*LFUQD)`x!E~&&>t>kJrQF3PP9qBtklT9aE)F0sPU3|hV
zGRa4;@Y$N^l}eeR4$<o-t1MBtak#`q?Xy#H;dd85?srrFWiNjHo^4w8B02fA1xo&L
z8Sjk@%FH8t=Z0Ph?w4Qwd!qF<$<>>?1p@e=9rzTJcRXojZG)W8ETy22%aU9Yf9l5X
z-uq_SlAv?%R~FZZF59iPZgv>s@qnB6rt6gad9y0`P-%3+f4kZZ*6r$3U)|1rVaD}Z
z_~MeMMez}<-g8Uus*PQ_kA17i&tE~cU$4}P?WjHT<Vnr;5=Hg@ev9_4DAS&K^75}=
zQ45s=>jfXBi{JU1ByY9opG4Wp-yOeZ3;ADJ@5!6{BQD<K%5wgh>l9xJFVkxXulf3=
zWYNEpE9Xi(J?ev<-a1%k%zW9C>sOG(cp#2*>-v_c?@{|r7M67g++$vFS#r(R`O~_c
z-SWTgE-v(#rFZ81N3F+G17`o**%I~ptJezKe;J#;E~yCgjdykYzo)Co&S>7{Ct``O
zephgxKCdz}yIes0)ZQ)^0dcnGCk|pOTbRpToW6EkN`26{Y(eTxojI%rbT)koWovHl
zK9aUn>kQAE(@9Z!#Y;C^)IRi|5%l<<``(3yxgU;RRC^?6B%92&W9m)YRPiNhw~kE`
zDYa~OFsM6Uz;Ui{!Hu=QejmHG>%-cMAGUkyyzr9EoO5o5h8d&PBCgfzqAWe^*!P|3
zd|~f&wDRDzomu@WqKp64Gp=-6{lME(RDAV=FT$3h;V&K>FV>Q~RQ0!U4%gD=+=g?n
z9;|;9Vp7`vQto?WcFnQM9dD}-Y~3Sg{K0BBW6bVVyB}2+tmWJ_A^KKML$+;VLHyOI
zK!#xRhV1ZdVJ-!^f>s5(QiV4n3pvs{Zzo+?R>89)?ZmN!X^Rws?HOaTr8>-NWp}u3
zxS6WNKEakJCR+51-43=W(TiJmD#Y={&Q=!K*11me=F%6lCI`O1vP8DyI8)9w$qP1z
zuikQLIQuC?=D@L&mf;LJg7W^)i@q$=X?v`5WSWb{oAuM*HRp)ksW&@eCK%FK>ByI|
z`Ha%3)w?-Un#;v&v-8_;MlD#qH|Njv-v66E%4a{8zb;;|FwX4X`wbt>g=*r={+&Md
zT=kx;{%yNeUta6K{I@DtIqq)!|353<tv9lKB)xmTS*;y!&i@N5g!#nQR&EbrkvxAg
zL%Os0ZpFL|@pbZS=7y64dzLs^RS9Lj{#LZ-W7v!neVjk1yySA5tzEXMjwf%sa+iw5
z?v=@LA?{{QOmin0+i%vmb-_`t>A}57KIilQCavA1bVx$ltMiA!rjsvjy%GOhm||S`
z;JuZD&`#Y;jos2G=N`0NU#RRcr*(2e)Z0^bCXQX4A3Nlx^xJ)~c~N*sB=hvUhMoJD
z9^>{g%W&{X`!(;x+b?Cp4}Ru%-|_3;_D4eQ!oJkU_Av|FZtT*3-5W3`VC_PWvzHWv
ztkoUf{j?9>z<BYm;MZWQf_={uF0sx{_@#15Q~1gEmCtgSP3p8?FO)x|E~z46YVbYz
z!Lu;Ma&<f2u31K`>SogmIW|i>g(fdjU(Dvb@7$CCAL&++6;+ZGZn`ZEHBwJzJKQ_#
z{nU8g`ep`>E+-$u7@cFUqq=wGul0H0@6RB#yXfm-;|8uy<$oU}9byC4X)$Z0>ld#6
z^V_(=B3bwDT*fOr%U8zj&ngXEyKY$o)B32`e;2~nuCr+UcY5nC3!zsw^?|(s7p2aB
zymD#%imOKt1_d^29LrqxRW~$5&31WMxUr1;lO4DH<u|Uote!Q?J@I2Zx9}aSe=1p7
zXA<XF9^Bp3@H>HbV|UJy4>vPhc|U0#tXkq4;gFTETkB?#k;;zVuxpzOk`}Y<W#U|$
z!@+s@<ep+1hO@HM+~VYQU3Tx5kk*UYo1@sCt2uLp<E@Fsg^rU}HtlZfOMPbCbXzq;
zPWr@$1%Bqnj-PM6e(`VlhMQAfY9-t)_6suH_xu>!<|9%?bG$viy=8jyz)gsEb?Sv9
zeAkpVFR@{M=4dMDq3wU6ip5Joj#Yf22=n#Z`<5;(ztPfO<bJ3~z9vUeO1ds}+N0l{
zfitX3W1cuE{0J?0Gv}vqVV1V|<Ij8lBufZxV~eu#d);gtKSNI<D`LLH@`&3T&TRDG
z^=a0Wns<jxwtWa`+J8s!f`wq=kJV<UH`e9%&whHPepisZf0VhuW`tkk(F0~$E7_))
zoPM`Gy?)D+rN^^RR)5<3He~X?+M4B;yI$K*4Xl-U^)c?7LzY2enrP8SFXL|o%kvyd
zuU~vz7&uWk(@@G`s)A?RR;G20Zf`!mU@Ts!zcILD#(d^p>trpaQwvj0-(=^xdvqha
z#aa)SBt4cj3c>SJKWuY7#=_k3=?n8-t>j4gn#P?sCr&kg`|_>jQ#qAy%VaH*Q`yQM
zoHBh_#QAAjnjv#w)H5li*+CJ{=70Ecv0OiE(w5MrS(-BIqHkRO^YcUL?<sG>Ja=Ed
zx%T^ocXIRY&N6xXZtA^X3%*=?e&O9apZr>`w|VFKz1Jpg|L3~9+UM>p?%?c4alcD$
z#U6fK;eS`kb$4~fT`9-i!KK;zTFSnMmS*3o*>jn_bZ<RZajaN}#3pgeaPiQLHSgzc
z=nn7Iv)cJzuO@N#6Pd3QySJ%^>N7mf711b-I{faPMaT*twJIT&NerbEzD5`Gg^T2E
zH0CmRlV`QJ|CrB}`?9iKuR0%FovU*AyEpDd+~2$ITlXy8KfQbL^!RpJv)rklwYjHr
zo!96seqAIj7t#N8{|t>yi5vF`xyE%W&3}E`s-yR3vCpg7D>p7X@~GpHQ*eLJ)wHg?
zX}=O?SHBhGkdn&MoU!I$?V8@()_OY?+oOM93BI*#X~#0NTQ7IB=gqbL$o#IWz<%Lb
zf0HyHrOBUetqeV{ZSs5TnrtJM$!STGMPE*zmma&>vq@ps$rZbOzq)Vh{v~zI)I?5E
zj{8z9*Htky#dSi>E;*0xuv{yhc<tlNiKTnze2TgDwP^R}HLp{3+|9Dqr^ilTzsjrb
z_I1|$u4@U$XW4HkclptCF!IkMW`8F4oqCt1`Fa-dp9@}BTpkt@>$p>IkGuQMb01?i
zWc3!sUfK6Mi+@>+_{7R%pGBv&EQ#69DDN3FLpwKc-SUbDwNqYik~kN*uDv25{q<pu
z>)jdw>$<l*W<DRhjytW{dBqB+x7!-$$a(GT(|tJU$!sz4`x`l1%FWiFKD4iK0rTUc
zB?nldrWfv6cl9IhgsAt+V#N2~718IIZdp^g_P5IETkaE`RZ{-3Y<%A&A7fzJefYH0
zH`VO^n6m-b>iE1F3L<oG>t@gY+;(L8*8cdE<#}yyT_Ud4_04t?3fntbbH7gKEu+lo
zZX&%uB+A3f_UdQn2W@^4_38eR>iE4;(~?Xc8w-j2k=n5HM5){42irdjad10V@H(+b
z34NJjt7x2FTfOA#q&>!}eE!y{%{RR6Pw@EcrTnh`hk@em*oC}natc*kj!LrGvTrrX
zmFe2>e3xa=l?Ah;7C&OSm~~ntcL8_S<Hpm+51&5zBqcrN%Bp_?QBKx1Q>A6kd|UDK
zm@4x>(X)2Vym5kO|Hb8e*e`ij?f#eFi*L%mUcJFJ?&6!t8zkoJ*PZqEscVXq+;MmJ
z&5xhglnBnOx1V))>Z=LsmmHZe#Y6M{%c)Z;zJ=S|E%_s`QChXz`MZ}_iC}~L%qc7O
z+RvOKk(+bv@74EyULi+iHNI>X6twzrYGv#l@k`2+g>LWr`A4esZ^Hu_SFWWUMlV;t
z&o~mePV08a-!?Oun9lXT+HV(hIPJ8^boq2{=iDb(+a7O{eY8XO%U2u!&-F)4Om6yq
z)pFbPVx1AM^`=TI4Ynsf&g%qAre=CXPJJ1={!sj<?X%kqEB~+dIozkaPd<EoQcv5-
z*ky{-MedsL*8A@5y0&3o`^>gKrh)1ug&7z2dGB8H$o6!Aa{b3EeHTRT7)$W6Xa}6;
z66O7+FK!yU;lNWvh1Yx7=X5mRi`nfPp&_wm%R-SLJ(InSQf7%q60^2HJXpBUXvYn~
z54SyM^DcEUYxei9vfh(n=&`%PQsU&a_CIFLQ+oQ@9g36f_WJ#mU-e$cD`m<5gxcpP
z%1WY&_wOq%d8BpJaL?v_#wm;bcl<i{_D00VIlHHGxyNqfa4+95;gmu{GQ+h?mm@qT
z%`j<;e8OXM++x=El-)W@d^^(>U8@t@TV0O*i+}%KlDqTL*-0z%AE}iIMc40I@NQzI
zfMDpsmrm2v_f-j1-Q76h#oqN{I-k#%zEO@f<NR^s?Dq#Zj7uNN_xzktR(-T))?NN^
z_f%=w-#a<4*B`B^b34<%sqTN(%kbkhE^S|@AFX+|;#l5|AKt+$-fOvNTH4u|)_EzO
zN=?eRxj&*~ll(Q|<%Pdwt}Uy!_;HwR|9t-N!hL#fbxKEmsGc}qd2YIUU6SR$!_vzq
z91z=Pqx>eptWW1oYpubOP%$sYO1+j^B}wUq1x*SU+awodRBt$+B^1N>JLc4hU5wvu
z_B!9&_OESU!K~$rBR_A9eZE}cd9L$$zGv-cQiZ?$5^1+|yL)DymHP>!?ANbX9f`h@
zyYuq<o?UMx-b{D7Tc%Vv-Q})D=(5ijX1U(A;A{3=_gLZH-)$>q$NoEctWx~`ThY?)
z@cJ2rdYdYv<~$8_pWD0Z<X^_d{p-7T$$tOK&+>Wkxw9AF?MlBNo<3*$5wkbz7Iues
z81ma(ycv6DjsB#H`RWC4m4ACgCVhJ~EBk*hZ}e%4cSUbcZ?IpV_*y{k(3{`khp(Lu
z`{91^Rlo4-$6W8_=lK>dOfQ|fytn(4k^gMf*QcGigm>SMek&`&yjebC+vD2fTwgE!
zZo73jX3v3>$I^n!I$6YjCWO8fKk310J7Edep{J%(Q)XoBIen|ikU3KF{lQ~_Cr|BE
z{S};|y2^M$b5Cl}0>h|n?4A8}6_4W<`n12*jXd9F`8DiWvf#IC*&99Dbo^x4^=%gD
z_<zjYx@HcyW&6hK4U=vNG;WZ8l$czw_u|oj;>zYL3awKT^n)k#tW-X8nC0Zf>p4A_
zjb@x>_L;xFan6M=olzGY{o>PqF+3^R|MIYrtNp3Ou$pxR+h$4>X}y?a%Nl<BX_(a9
zvohQv<tfPr|1t8sjxc!E_2)=L^zoByxAk5r++MlAJJ#DOXb1bjQ}0hI%B;A4{9}^!
ztnEF@D?Fu-2byF^=349u<$jWImH(LQ_Cgtr%!eP$Zf0miR(?Gh#((0L!M4d4*{9X}
zvKYw8rx?wPO&9N;edNTx`v;~ye_s7m!_~}h$@z*n>6ue5@r0ezRFmUzl)RJ1=Kb*c
zk~!xNzx?!;pT#15-<`;Bj7)QWziHmg@I3e?`{}uL>c1UCdkYwrKazR#e^*m&f!Kp3
zv(nxjUaK5`x=hJ@6aNa4C)*k3xMtpGC^*;S@HhGm^TK(i2RyG_)@=yBVtOlGe#hU&
zBk`x~X85n!Txk>a^Kq2PyRg1Aoz$`qcWhU;DxZ3hzhQ!BSgb?(y@eLPm(H#HZ5FDv
zczgPbGruJ@#6Qk6UwOfIM$L(sZ)<<C%(cAaCM>cqm{qO1z;>oel#eRU8TZTQFVAe9
zn_3;yVyu0BZY=*3y~mtUHM~DsA1}5#mNhYUXHeLzbKe6ED)!&`*j~@cs;s2)d{TZx
z)5e)K%nKXjoeu8M`+O{~GX7bw2kZM&Palc@xH;3j)b7{!uR`6@_J@lee-Q4TmDhdf
zT1s<Ct(D{Hf4w?cw_J+9HZ58fzFhc-iCXBDlKbm!Z}_@SGpj1y>Y#ntl`ZQ&zvMf6
zap8XbpKa!$D=OMv7%l4*ZD_AxUv#nL>FmEIuVde=F5wb<nK5z6y;aWZev4l#b=UNH
z^7WeZp<6y3W^q?+3>6Q3(U~H2>|p7;Njl7PTKWp~SORtC1Wv!;<C4F5X{buix+R;>
zPVz`DGLlmG?_=<y!6U~rdqeGVPtWQqmYfGJoOO1oj>S(l)OBSt-aXthscN!bz@(I!
zw~aLyZn!bYYnHt_b3N11m{LcJUwJ!s$*zi?A5x+-(MhCJL2TBnDJ^=gmY*5ow?>=!
zo_r<y+n;&e$^Kiq2e;`M6s~kg>0-U5JLMkdM*SMKZJh7;n!;NbNt6`M7c`&th*e<W
zmdP`dm<;a=ht|(YzL7VRE5MxVw6Sh>;+D26r<cfT7Fi!!?G#e?lQGtF+T+ykLNAJf
zdX^@|<$4)3T?t-$@!*{WsWKB70{5{7iz&!mNzq^Vk3-6Brc-mMvtB@hqSl3={VT3a
zvXo(TyJ<bETh-94amRuKds%cQ-~74q-w)o4+Z4H&a^LO|cxS3mH#0lpltq^ei#Gp~
zEa!+P;U2=%75xKRnBH-pG0EDl=(->~@%I9S<})p4CEKd_`tq8*o`+0GpYr4XiGcs}
zH0F3;ZU5#X8sz8BSKs6Cvrp1leTJ@{;^r)ur;#$NUyGcJ`8Cz=?r-+jIkVp7e+aYr
zb(byQ_{QOD-xl`Uy_m~;?~H)aO}A$AwwLc;e^6T_sw{C?Wv@@jPrY10agS=>`>Qs~
z-g~2b?NH3_th}w81Et;{`(mBCMCib~CA{Y9MaMSHykQ$9EaQ1}P1PrJbD8Xk7wXH5
zIu~3!SN`q$(&>V$RbPreVd(12DacWqa`aKDhr2qP|B;_Xm9LM~ylCc1Tew)cb>Ac}
z!AobWGY(&1-+a=Re^=epK53`oKc@t~$P~VkxO>s?AA1}3t96>XMep0SIWvUr>MnRX
z<@KX$?B3GtSsdn{-4bnhW-L0rb%ElXyOU=p6i3Va`?&M;!r<+99=(rNd&XD(OiL&y
znlUZ+VvnF?s>J2Y<#Ik}AH5UsdTqe6Zo}jsFN4-{tnb|2rCwKU=y82j$GeQ(U)4W9
z<~+D&_U9<IT}~5Y<j)AL%h0tGKd!;=(HXW$=-jSV-A8mKk4{{pu)Rq1+%3+6L<?;p
zDLu}DQ2z58%Z!fwZ|r%rYrcKp&;F{u;JsGN<=X?)jrt7!WZz%7N<-+gQm0l)K6mM&
z%{!(}-}Xx-HPL=%t+C7Vb4O2HV*ahNmHGdoD-S1k=ksSRFiu{1{Y!v;#VP)m3;p;?
z4%vBH9y)Z=bkd=cM>6WJLB3oU|L@9b<mEQFY<GxPDx>An&TVz2F<mns>)e#)+juj6
z*NV&YKeN8ed41hCT50<O!(ED9?`^iPy<au|@3y)P7vF6E`dZ@Sjn`kEmvP>_)?c&n
zp1seMWo--@DuoBb&nZnbE|lHQ!ghUGY1!AJS=}cq_V3g3-?MuCu>~{VT@OE>``Z2C
z`x3`!`{)+)m8<R69o};Pn*Ivy>VV+zmbFXk*RG9U#&B@iE~!O7B41_M?EB}wvhm&1
zNqb{9P51sLt0x)q=(kt5;kA3d)tdfRk2#e&s~0i86*wqcpQij`{Wgi6D>iPEI9>Nl
zZa07S+XpR6-z8+ZwxuP#DsI}_b)!3ao2sM*a|Gk*T*JxtMgB3IS{GuyfoDU+>jSPc
z*!5<c7A(4{aQ9xL_Q6FNr{YSi%KOgq*zi2A5WVM~{GR)g-Mu4C`=7pai?ruHeDbtK
z|DAW?%RLq9Bh)PI?(xlkc6qXi|Hi|O6+W6)Tjwk@JzjcY*Sp21U-K4T7MrnfN1vVA
z&4cOJL+58~RS}f#Ox*tT9s7ALv+gT<-pTHYVcERR@_<HGOL}9E=<V!Wp3Z`Yj~lGE
zPYyP37EU;y;>Y0XHTglw&aL`hYZeMmXpVnyCcCFVs99XXsjFT0#l%&0=Xy`)zVkNt
zJ5_>LEU!w{Er0F0@T8K87hk-3p8eh@v^erxv(RFDvw!EGzn>TM|Al1585Z?-j|}&3
z`;t7Thi6reiBETG&%C%_8y^;4N$qK~jja5teOe;%<?)R3@*B1Up8FSS!jkg-!;ee-
z_ai<pJGpmf(DL=c_it1_d~=#{hUpW9DN0jS+L?pH{+{6w+;~@Oh3HH*m7Sgstt8dt
zlGLM1Kfc&}*5^+1M$aIQ9dAzUDK{0$4eWN2E}X8>#+hMq&2vkw_qzAd%n3)UGER3i
z8=F*{SgAc+d`zaKQHkx!`F*Tc8P5D!xGH;6{zuJeia%Djc)IMGT;M5_H))f>JC_^Q
ztS2TF+ZeEIuHz7V_3=JW;!YVsweKfo)eH8jr`xFOEq`rfvHtcno`;pHySBeszfb6{
zc;xiRZzo*J7o|V^v|sV!-euc&+F#tea`&WNKZ71sd)?W0@^a~qUAzC4$mZ>QwCr#@
zhl0hYmdg)&Cd4j0>>0nO<cIx|!?SmZtgbwG%;IDGhK=&OR!gz%O?dp}HkkT)pj(>l
zZ`zF=nPMex)kUuCS#jc7rjuD=<<i~US!EA<FNHb!W_|vpwIcE_J6D!juAZ#gywfR`
z$2Hy;S$wdTe0pf1pT5)2!yHeI&TRYht?MH<=hJClKUz5by!iY;(^hZ2Uu#c$TP$(D
zVJEz~*qm3)Xw!^ckL`U_wx$`~-Lukp-In6?+{JSipV4PBQA|E?)rC*&#f;q8X}r74
zU6=DXMHh4`-KbBRu(4?GzgY%)8>YLSeBP<raq`G#U#+T&u)}=QPWGO2sq|l7&27J}
z_gs^N+4iO`k?pH4`TJbi95^Ta;5F|i1KGccN^^Hdigvz$%&pvdG->@Khr;KTSJ^)0
zy$KCoz25uU&%f_Z=B@R5KQAWaw*B4M_w)6(yq)*w_Sb*OJF+j^MzTF=-=)5kW1;SY
zpqQgO)i3U=Zm7PreW}ZBi~FIDlA`SfZOgu%vx;$Py|Gay_jbj^oZn$-5?jvSec2iz
z$MVp5-JB;@yEgJH)6n>o__u1dP>6EEmnkgvfv@DwJ`3W{=sDNlz1PuWvVx1?q?I*-
z&nBg)v~q6leiQVJTg%|o*|bGJ<@a1Ensi})#$w5B`kw{%vwe<S)}4ER$2&m3u!C*t
zhm|sJXJZ`PV^U^je~{pPpHplo#PHE{-7V3!#nqKtPAvP#8dYPP(dgJzFTQ2P;qU)k
z7qANY<we9T75E-ra&zbW(q5OBn>1smvd;JI<ti<9o<4W}Y-W4k*+M=Z`Vwv|a{El!
z<4SHuexFir#=cMT_4&4f%YUp-O*$G<B>&>y%hZ!O(X~@mqwAjRnOC*6ZTA)($;P&e
zPwMjKPJgyz)hvFG{JN`wRT;9XTlc-w`Tadx_eA;{{Zz+QUrSqAf6n<DD)9MzZjI}o
znafS~MYVsu*}J|c!~4gV{TF_4vDci^nJt=f$$0YbYsbQQ#jS2;7M4~%)?WNZ&}5F>
zogb%CLawUM)qh<a`gpbC@#wu$@pm)c`G0<C+V1{Ds_<0aEf4Ko%GXz%5&j<dtl;36
zQ>M4hnJ$_YQvZ}~!n<>(i}+t&yR$P!IWV9-$EC+*Y4J|CFZZsmo3?ZFJigD>)qgC%
zZeJ9<v*+xFIvI1G=SxNY?h6rfep99~drgw_mnZ>cT^n`-3+}6v3hXq`uU4C2RM4Vq
z%DQ-a@SZJk@1Ndhzj3uyR5xntE<Wj=AjPDV3#FW^zB);A^0Qj!mEOF6u(BXcz`>gD
zwQO(|@3|y~Zjs+POm&&h-*dmcR;~2?MnyuUz3|h{^G_E9K1xV^#3u95*w<0oIP+Ba
z^CS*^r!SqInN!t&&Hj7nL*}Ks4ZhDbeD(+{H`cbxKYVL*XL9td4@-|%+>NtL{6Aa#
z@{!ti|CKI3Nf&;&e`4mPXD>fnzW&Fq#w|86>HNG>h0uiWt5Ob@PW|^L<=~v=HznWS
z`-;6$Rw)WwwrcUcSvoV8S7@YtUdycJp?lALzi#A)-d7ju&&ki$vDkFZm)~D3r+My~
z+u>U$>v%Yvyl>vRMP;sz#OVcA-OrY#9F$-yYwV~>n0ZIOW|M-e?j$YG?#WxU*B4(s
z7VpomBK(#$`lKQE)|&4Afa8H7%+gsuCrQp<x9aKcsGy1rcj@&Bi>rAXx7M(FDB6ad
zeNwjhhvC+m%xaJDz?th-JpKK{Vakf9tC<5I3-Ia4yHAM7&Xif?Ec*T0?(Co2eE&LZ
zDCRh%qLp;|+l<cJ8MmIU%Rec3yZV&bf;)OsvVVQ(&swgUZX()PDP8|#+MHH5ndP&Z
zY+_&bZTonM<%!m<&raTcj6yof70%v%7cX|RzkGEvv+(r&n0%2JJDxs1qSUv4$vutJ
z3eqcQo2iHjyf5dTYBtl3;qw&hUkP)4Wus-gO8MXX(R+}%T|`T^T{cp3vo`lsz7K51
zwG3C6n7?}LD7rwRBf~<dd4orRjQhp2$y**q#4QL})}$sb+po-VdWLU{twm(z*UoFF
z+Sl+VTML>P37-G>Lt*m6sdHm>@;H^F4>OBr{jSm1dU(Zn#)*sn&ac<GFv}_`dDl0c
zTfwYrmp?dXx-~sK`vhyQYp7_|v)|0?b8pwZlPUc@_wBwL%y(|SW4*XjXCL#aWd?c5
ztbbB7w_p6Be{|W^O+L5(W_;{<>dpV`vPfs->ND+aS5}-`7JkKQ?b@2lbsIM79=g}l
zed)@+2*GC=U#{?TT|X|OH__&0MVH$JyO%eXy}Ul5&$Quy*4Ova>mwZ1F2)EQ<a(tc
zaCzkdz86RAUWBfA9cx#1dYXyxOGo4WH4oO^lHH{=``BY0Nqgfm`7PECg&r1-ldoGJ
z%i8g2!>4nLl#UCttDMy_x*<Q!pY7Hzxjih*Op8?y9elSSWkdH91!hmaJl${CgnS$M
zv@Ab=P-|{-TCJm8v776qm+X1*$v=*&++!<<^LcdpT6q3SgY_KSs(*Z0HFZPJ#qTZ~
z7@y916#i!#N11&D%kS<@$KqDKxF6tpdTISqtzWB_Y%E(5{`d3!Oul)X``5%}UX-*y
zudVxQ^`%9(4d>gP>|XTM`}NM}GAUQP7nvS)ju+9j`S4pKO7Kw1*_gk1UDtwN?OY%H
zf1$|Qjd9gncjc!&H_qF(r%f*|kwYTu>8e9bPeb3VnbBC`9kK8BWLtHe^^0C#JeM^2
z)#X{8wr%t7v29@yaFMv|dTBSPVbiB{RMyqf>QPcno3+@&Y-Xu)@tbU0dUtzny~q}F
zqb!x*<#yhQhgaV79ql{(`;Q~r>iGgWJ5{c166~tYNN80(U0ai|lp~*G%@^j=NgG^Q
zbHq<FZ1KCH&m|WcmT&nXVcyvUGmg`G6CY^F>+H^**fUL1T(v@JgL|8%*RQr?yLI#=
zj3-R}_%8R#lr?jrxAiD#?|9;1w~0Sb)GcWn`@@_Aec!J4U8_$wRn)z6D_V4cYs5TJ
z6=yMZw}*_WH@7`b^A9_BSF?JRikXW-&(H1&&m(qhdX}<c=N>`xDTnlK*>AGllzZop
zgU^JzinHf#@VADUn9rZTHS=HO70q|2o(HNglW%$xc7;>>om-3NLciTpT$bn>SeUxK
zmT#0{Y1CMlG<|ADneYaoO752@p1jhK7vIkqEV^ByL%FtjUc^D!&{~GDB>wyjr@dn0
zmOg)_%pBskaiPqCysjf`(;ftD$|^i^#4ID!)o05>nU>CVo*l-#PhGT+2?~qf{Cecb
zF}-c>J~3h+4m?PD+Sz&eSLTXOF7DDEPdhuGS{%A;BF??jvpb|@$KJN?)N2MDN7wyl
zSyFsvDZ^`<J6oSG?v2~5>c7Tcym#`7G!^-!XWe8&)>@gY+j8E6l~?u)i+>5<ix@%8
zmfJafDmi@l2GbblzK)J#C^56NJKo!?&6^OT-)Y2N64&L=_wmuklCP(w_D#@9I>IKt
z_3%B7133q@B3>Q7>O7@YNcMNHwxIjjnfm&#?{@64z4F3oL9kyzfOqcBz%#FX1ilvv
zZ`6>Py-D1BUC-MmlXY&3SnqEa-79y(T5@*#Ro7na>DqA@c3cW5T)M#YdaH&`Lx~n!
zqnoMdFHLifHC?Jg(=P2iH}!9>bba+D*R#tv{{Ok*@%2q}S8RXsH)r`=?w=AIMh5ea
zmK7bGp1yJJf#&}~+k~s)Oe1?=SlxJ4FLwK+>68ka+nH~??w?ZMan$^A>%|1C=_|Lt
z7Tc_{e$w#?hNmv=KBH@v{fI|W`B31S_m3>%oQ_SH{a5u0_q&uBO(QpVtM!w^Y`nS`
z{|P=Rah~PPa;0Ap^`-XblYg_CYA>Gqxo6hY)T5I$C04yZ`nA)AZ;hjL@#?ovoz9+8
zs`WVQ6(%Cc@8HUqcBpNw`jz4pkvGLzzdL7zO`GYs@awCZvtF(|d(W<!-S@koTFc!2
ze)#7H`-*P3*k5?MK~{M|Wd7uvsrOd2?~N0FmAJnA+t&@gRl&AzuDaaTuG7_u58o&E
zO@PNTmf!mDP8Hwhb9f6<_1CxeChvAW`Em7%$6mYF$$h)<vArN^bxrPsThqR5tGW@}
z*RPckAn0`I>jvNW6}PT4#rjLd`NwcR_%LmU4LeuiR@K<wvsT(3;$HVJ$MVc7r*i@G
z?yU_^{^4k3Ajnx``^LleqEd)x?46*Lx4k-SKW5!6dKccEHS2S1j(lpvu_GBPcBkyx
z!EyRb%cm6=7aV!Yn<(>aXFy)F-W2^8VT)Q5pHIA{vDfE`+3!9(#otPH_112?PEV25
z)!EH+n`1rK#$T=xW-|^lT|E0sUwh{1L-+nX^W|)tP{qZ<_l#LrzuWPr(Fcd<1Usk6
zds%vGPh`B^wBPPAgJ?mq!$Py*KQgL5W(Q@xefIF`@%*UlX4%efxYLC#>e=Ew&jfd*
zo@$bkxv}W!rzOh;--NSScyC>?XR@{Vr^P}Qd(>7n`#yGX@+s)*F=eTfJ-oGl8P|_B
zuQ`enwU?{-v`>w^RxG_baMKd^WsdzaE)um*9yBov7o^?U891w9N6Jk5iQAtfJeb(M
zqw|%DMcDNfv#s<uFZ<iGP5097%Uog$`3`JN6bh-2S(4Wwc8u@$mEQ%0rkb2hzm`0o
z+##$c_@pPS`|LBOD;F-6Yj0RuYj}{)?dgH2(6uai$9~!eHofQO$)2X8{4n;YM#!W?
zEx9etUB@yM(|s>4FJ*LoC)>NS$}B5zZb<#T77@-TEiUZYCT=Guui%`)vhGQ5;K2?r
zuISjhnB94=x0w{qzWx2DviF|9oV^Mmp5J9>M*sfZ(f)~L&*B!tY55r}i4G?vbf%VU
z6KwhFz;OG|!CnQ8?26T!8#5X&98dj{+N)qtYPTtAeFlr5=Hz!9>&uimj8Cl3WntWQ
zy?%$_k&jMn*ZaR;V@o&^v70lPuYW$vnRmw-i}Xc0)jbSj4&3aU@iHy?r9`8Zxv9{T
zv>b&?IiEW?w#}C@O3s#5&pRq6!)jfibhW|gd78k*mp|-me|tJ+G2i0;aFJnmUt^g4
zf+qLkf+;g&-g$=U@7d+;q<mN?g6W%PQrx8fdnDG~@30oV&fUslkbbDwxK&_%+>*PR
z?9UD_cxmsxS@OO9gGB9hE23_%YJ20lywclrit6fPt1`?FMf&U#vfP~J<hFXL(6*H7
zq$<U!<=-+`!j#T4Wn9yqCD4;G$JHrp($o`yv1@}I1AG@LxpBSPx!C!;_Qc(fB>Gp&
zCHdc3UwrsZms*7Wa{a(%*JQrVyb-=#Ya%!AjyVS<|AgyrXH{Hj|F^w*QBhI!4D<UJ
zHSG^BILzU`v2byGw4)uPL5^ah+O<l?30hH^Q?<GF?U{aBI6-p8f>b4^NokY+COari
z*tsL;wd1h>A)h>r96!Ia&%LjFJaA^C@s>cAiE0OLdnGz;Fgo6T*P|z_ZL{w3=IPUT
zHZPHE7eD!@Z3VaYjey`4XLqJgI^26^`pj6yiGGtU4&DfyAMvbf=J7YI3{6RA^X8<6
zzvX)SgHyF;i_h=#0R~$Ge=kb-r^EH^s_x}^J_pw<ba;1{>x#i)`4tYyey^r$TrkVo
z<oZZ7Lpnxb#|{6m1#a6mde3D3Q7p1T>;Lzl1-o}2s`-_1R(aC(MZNR&PNlE@_vhUc
z)76()Z`-FOtZlzHcaNLaw_Q(6Loa^HnYzxqex*Q3Rl=uPy-cmT`!p+gmrsa|bL$a!
zmXi_pLMv9Ua_ySFyHB>-bubCJ2Y=hA6`OYL#S_!U%-Zx%QieIQDavo3)mv7seb@i~
zpWp;pxrbJ+!H*y8eDuO<q6ue5@$J%}dDDyLdTe`Z_13pB=ewBj<A>{l*9d%PxURWO
zbBXtE-|5r$-zz?q=K0>rZ{xlL%N~n#2hPyA5&h9q{(%MWQk(C8d9J@$T0Dp4&}m)^
zzKs{#l6Fj+@W%dlLGMa~fWz7IA4X}}y)}$EecPt#VO89x%A_TGohGiVZOh)f@5gk*
zm~L+2V7G>5O)=#SQt#4snBB4WopN}^x`Z7`wsyx0RD)~-g3c;m(7CFy*C!<QU_q>#
znn6ta*E?!ax6KV>W`CW%=6+)L!>E{hS1qRVT#uN$wu<fW)Q;8BJl8jw<t6Nxwzs*d
zxj$t`-{h;4PnL(Rv!5?jYgfIbJFRQY+{>MgehtM-=W*I+J}|o#;3bf>*fq<C{l?;z
z!i-{?I{ciX{F~pdO`h@JE9tjB$Kt?axu)z(rXAWmb;*2|qio^Jr)vAo)Zp>FxlOZ`
zpZR8?X?}IYQ$??%tM(Vn=A4%<siesiyv`&2$DY$q1Gd~LV~caH+!Xml;M|c92`85b
zai~9P^w|=l9-tn+_BQ8&E#Yccp05vAyCPclNL%>TRL-xfjTY){6RuBIyVCsjh<b|C
z*~``U_3yNYt6lLw-J)gq{IAc7MQ3O0da|n4mK!fzv}Biwuom0hxn+Abg;z<)`=4$R
zN-e)+Y_#ymo%1*U?<l$}r(ayv|8Ym&^Y7nwv@HJ@_CGIB+VctrBU8G#s7#b&R?WdX
zZytSX7mhrr!P#v+<ILH$vR!&F1QzYvwe<X*_pyPjQ}>jJWJhl))q7gFa7FV|ZK+!v
zTxYFVwil($-nH?R>D%XL@}C`_8hQK9DdzP@mRzn{uy(o9B9+OPU%g-a<HIwK^RL5S
z=sKQdXe_)tUq>Y^=**@L*IB{=^)VWjV(RX`ey8rX&N8~bC9!RxK<@76A9_wd_*?58
z&~saZwRpqgVE5?nCuisct$yLOInb;vaAw3F&E>Q9O}f4O=((1g<wuKIn>Q%dt2N$F
za29BP^=hffylY?FOTL8c*&z3R$?U`S%9~rQOBT7a?y7L_zHOxC6u?;gLGZzGj`B6l
zng=p385K$uaIF&TR+^}!v83bocjivFg_~W!7Klu>-ckH|gPO=Kp^dzE&K;E0zE|Tj
z>%b{r-o_aLC+sKf-OwTWfoJ`XK*yIZKl1OpoP4zVK~&~S9Xk^n$tK30iwOlcyZ>9Y
zJ>^^y{zf9|n98;Xfe)s?s5$)S!mX+mNBE<DPV;#Z+WpD%V&{TOy_~_R9dQ$!q`nD+
z)iBMwzekg+&!+NiwbFBu?il8SQ|@H_*uLsv?Znf2?<QM6*~6D`+^_JFFSlW98OQY3
zdt3vT7|ZX_EqeZK&i=MV^QP~r{WecqvnwcTp<N6Q*JAt3&YIE-jOX4696iqB`8!R0
z*~_(a4$qzYub%IR!21LJjdrD0-@SLuT(vgE*-+i*^_v3G-iNc*Z+u-*z3tpKo5kAQ
zVJ5PB51+oDxh#0+pL#o;sP2r;4FR5Ab_cDWy^$BaUv#%CvE_geqi>Re>%5Eu#Q|b`
zp98MivV<$L{@Q%W?91!AHw)ML|8@^QYgzy4|1$P(&+h!0=+v}5_wj4}C0C8EZu`y}
z5cW~Ss3@IL^NQZ3qmMRk0`2*_{A}TepLc$8)Lr@Tqjkp&#+Ycq4L8qkxvDl#VveVB
z!kfu*wvYQJ|MH$8;Aidglw(Fx{p8><q3TK}`@Ak^uLpZ8{dQOK>~>LMEKtz$oOx;G
zH`Tb%NWnu2lNh3vrg$DHKDd#0=Yx%B6}ocR-?rEv+fd##E5X-tyMs|zMgK`|!|B``
zzj;PX@8A+~Z(n4u7`}-A)Y&ufES{!o!vmU5t`fa<b?%&&k8@fS-#_nIa9nML`aNG2
zrs6%znO;XNnekV4dgAkC`HPknw-#P*S;;fy(`1)*Q-6nfrdQoG*mf%2xzO8s-im1t
z_lf^le`Sj7WWQSpX>-r%8pP_Im-w4^L^^xndxP@S6Az0Xgsg7a(YHPAfv*dX;NQZE
zx0@#YPH26!+i8V*e&zjHwVj1at)h}lzdDy*sq^X0xG_`QZ{k|EhhI;>dadHLr<vD3
z^x1`Jf+CMP6lDKopQzhoH{Yx-V_9gyLA~W-EWzv#-<&Yu@{kU_CC(wAHD&dd^6QZW
zYpUh@yK2_F*A?#gb!pnHgGSr3cdQ9bx~jTnf?s6P%I}3foA<rB(4F$JB>Tkrl(O=t
zy*si#WtEFqI6UH$n$ftiPpjDCPILG3d%|<=r?c7cL^vj{STI|HIrd)PXJd&8yKd^e
zZM=5-Uh52v<ez*|`Uhw4C~~OoTNA=Be`y|1NRIuglmy4#H!i(zntDS@ci!Tfe9-RB
z#RkU})@-t7KZJYYT`n-%eZBJ`A#v)7iLVWN+b&Hy!C39%yXEx46}<UXZ%t(T=Raq@
z{(7E}^S#;2WcjOa^(*R&dqyhlJ9&J<$>2@0;=C^;+HE3FKbcifpR$>MzfGHtL-AgV
zZAm9$O$@5<y|3PU@_^n8&ekx)lvvZilsG$^HkqAEpYJ*9er&?=f0vJ}x952HHCB{K
zQr)qob%XQsS1Xfpo@NE_$SGU%^TeXIucw8M*v&Y4T%x+gf0cdT`7M8be<)ja^SVq<
z!gCdFJHNBFds(<56Avpl+~5_~W^Kt_7kcA<Q~~qCBhh`q*XN#==r%iiQF`G%E3N4Z
zJaS%4m78<u_%pj5q8m0WT*v8q!Y@i$HveCcOQpN0iqoUU-Aa4%`Is3l-gv~nb<eZ}
zhDEnod>UnzS=9yaNWLRjx?Xvr_ttO;>qG(9u+BJr_1CfeZ>}e)oSNn-zwODBWP{=u
z;TaV>d;5O|bR^7EdlR)hqL)+9x>~<#dW+(`z#W3`E@-a%)v`KLwNiDBUecyghE|<<
z_eyJC^sPDcV~_Qe)Q-&-*U#SDA=vD3L}&X`)s2>`6r6-6n$%kv)fd-XPziX+^)o|Y
zVSwGgo0lH!KGUmW7Ga*N!sjDwb*G9aOHAMWyll?h4jt9BmW3zontKVG&+vHjBSf(y
zR;2Wj=#F-y4(nY0RRUrmqPE9Yd=5^qyYX8{ZfZ*75jh?H!UXe+KS~Sx!sboVS#y1z
za$v2rnVBy4_VvqNzTm67pnvQ4Mnlp3dk;-R6l2!D;8SwjcIUif=cAOFDR17%7{2ay
z?&!>HsF(d_d@OwGU2UrxL8t$!uMIbu-|gn`kkVE^Hj7(&AODOM+bqowhLl*h-FO?Q
z(okEn;n)sak3jns>Gv34F>=cn%-L?~yUA*+Hv2x0jV(vc+}G&R>M8xr)!Njl>T-H=
z+b5H5k;7)LDoxh8i_a~cux`cuewS@I^WMmW@y|G<lyrb|zn4(%i&Lpqt`+{CY7f_P
zZH^D|*}bS}LT{8y-YWZb$#v3e{R9`h$#ZR7{?N95L*B8+a(4DBcqegv@AhMoQ*%~o
z@4e>tdeN4t*;7y7tiI-~{Y`MC<#yLR$rCOLidj?h8~j)N&^fYxg;|8CRc21}V^yKr
zWgljAP88kV-P!Kac0#X1Blz%<bJma6`M!_~ejf0o?9T}&pGi#-W%mN#-C}w6u2J!7
z*b*bPP&Ll)>Kxyq_)`V0U33vxc=W)LP7PV(#VifsKW(%MH!CiRv|HfY`DW2xLwAD@
zAsn?XPk2<A=S2Lo=KJ`=vS-!tn~z$WHk2>fUDc7qb!ZxwRl^avsV{B4CN&$j8Js(p
zIH4w?Jfzf8so})`RWU`*^82LHPc8b$bjT;Z@qcQzT+75SOPkV|9DQU=z0+4Ud8bv0
zr+@ov7~%5d^m+BP(#`{CiZ|_g)O6>>t6MpBmEmF6CGU4Ii0?FfEn8#Vsy+AYt1b)W
z<$|#@uCj{yCh6M5+@4c@(*8rAPRdEQF!BH2Z>?GP;%nKKZPwGZLNzibDlFZ!D{5Y~
z)@toVi58qQD(aoXt_y^@?pmwGQ~s?!Eoi!eV_kfZ_|-!v?6&<~vt-><Ps1v{u&d6K
zcAcAZoB!3FO=jDScL*)dw_N`Gp=a!~7o1z(YJIgR&vu=;{sf;VQ+1EUhhML!%5D1d
z>*GtsyW7(L2w!r()&ELczIadF()J47?}slt?=Xz3TH5~Pj~Bn?Y`II_i7Mx^Y-;Uo
zRc2K#Pp@Cvu2cSkGvkIof9J#^!S2-yOj4_sw*NT(_xzIfEtOIA`z|?)eeCz;*PJQ+
z?wq}bZA#_3dCVH|^W`pGTiSK(eD)EsbVniExvLxw9(2p`dOzz;j<VV78Lk@-MoVuL
zOqWktC^)-wc2Sl0>0qCl`tS2EcbrX0;aPs6W39UMn^kT(mERA~-0JjKQTw>z?}xoN
zlJ4l&1}bmUi_@F@H1_Y!j3dW%{_NQ|qvXVN`SxICvqg9QTrJHlSv%WWYGdL4wU<w9
zE8L%LdHc-CCv1&BonC~ljq=-AT{!LDwT`uGmpgIJoV~lOu9S^geWFFU;|58-*)O<U
zn=Fng={$ZaHRo97wZJQDiZkO~BRrNq_^c6m(s|8F2Rj#yMV;@Y8ILb5o$yz@<9oN7
zVOzwB_&bKXFD5@vIQNiO$$4V=)xblHe5xF$qrV<eDBff=B}Q)RV*Ohe%m4FaOqJXe
z^YBBP^vZ;?sjDX>3OHE`*S8DZ?fkmn!|F$i#9sV-=&O*?(cd}c#_df9Z?VNp|E;ym
z^V`>B(!pE)8U=0@oP7W6?jX_r<)u3eCZ6WJe$t?G#{rIcFJe;o^vpMYowm)o_s}Dm
zooxG0YV|1YcJ{qCX}3j1{0_am1m5#06Qp^!?@Uja{>93YIa)2kHMz^&s&-10;e?p)
zCNJ6eHVGRSPMh>WVwL@>J@*q&Z*tgCE!nz1XqHKY-<h+Q|8{yza=GAhv~I7ccF~NO
zmQzhClK%21l}sI$w0~jy{ibh^`Gtj&HDb^1+&|@$d;90!{|grXd-Uj`)yLUIC*OPh
z`M15R-QN1+@8zQW;)M&2i}UC2zI@=?*Wj*p|C0ONUG2u=(kk0}vZAEL#rU7gba7{<
zW!h&x`@OpTb@A;D8XsnUKiw{#Y$bHI&iUtuvW`h=ztdO9sOz<rd^_E4?EUP}r-ysC
zHk~iX{rO?i2N}sX^D^9gj>N~<{b}lY^lo4JjI_WKtMZwelQPv@n4KmXu8y0%Ufk$x
zgU^S*PY*9XaWK(*3jcGVKQEV0<<I~9%p`xee1u&MyR;~aT<9&8v~^VhrRqD)Ug{`K
zEuX6Le3HV?&rc6e?=0I_W3lwJM`~or0?o`+_9G4(cz9PIR+@Hv(yP8t4{v?wkkYOV
z{QDuW;@a<>sh;VD_C2=O{j*Cqh&z8tH+1PXp0Y6J<ga=9Z7)QNYb>Ii<tNwtU~ziY
zANA<(*<G4!(U<DJGEdFxstQk0y7orpu=mv^la)4Y2$i2y)?Z@g9A*(CAwRcWflFq`
zi^B_w^DabRuAKOp$y&;b;~3w;cE<ypJ(nMC&h^roE)~z0>{+R7ZP@uJWX{L__b)k?
z9$lX$Ewy+~^9jX?Yp1p?(Q;dq74&06Y=!E}H4nB-*dp*&tWdQ-rtS5vslSujL-osU
ze7=!*dUh?db<V0@*>75MIpVdV{P%=v-9J7^wA^S}#r}9MtN(g##fLgepNM5<UcJ?z
zc;BpLf{x5~aVMtDY4$BCVV6Dy&E2xxYTKR-22W-R2nF7AarwGS;F8fiyOt}{3UBZ!
zT6VKIc}$c0xZ2snjjPAG^sQIawWQh@&%?8({B$rYke$PzxT@yOKdz>TrP=Jp>%v0Z
zj?Z59YvWIYtE^j_HMKoE3Rvf^l$A+NIvIZ7AoJjLm$wPcod%z4A2Ba~;bs2jY52b8
zQycDuvm6ZZVO$#cSam5&?whG{J+8X?dU8GiFTxlTCY9|uUtTm{JV^7@%=g@eQ}^tP
zl%JDRCaWFJY+>|$3X5iIjMj`5?HZf%wN|sgpSJd})s@;WF&kdxYGzz^&))s%YICxs
zOv~y}MgK_K8HHMoTxIvRT2Cp|`ch$RmG@<e=N_L!OS#LhyEeZS4{VvlJYnOz#)UI;
zT{x$lsr-?-{ZhfLHFiFpJJVBz#6`AFy&Qas-F&XiTz{dhcY+)4?>16dRr6ub+n@Q2
z@k+vaxzqUX`EiLE&JAc*o)+jCK83$8Xv^w0i${@Z<qw#T{c`I3ET1fJ`b<vf!}9oN
zJok#9HlN+RUisLwH&2&jJ6>-0-d9&}`@#d^Y3iF4?(E#u^k{--N`7sxuO;7W)n_%E
zHoyM&?-cu?9e3E+wc>v^<orF8^HJo)k|S(BvmSUxxb{re)O#VL9(HQeKX0L*Pfr}t
zm}hmy|J|(VJDOsX#JXnRHuBP5bz{}88;ep~c<%J^)@t8Kk$C&+Q1Jrcb0Ws)qCXw^
zIQMYUQl|X1?na{G1}UCTosJ4Fy=h#}{Kegx?NXa-O0<Wt&B+O#E$e4}{<Pq9|KUy>
z*_G1u=09XM&WgOH^)FH__Hf=N&5se4w=`W6xfkfkAC|W6ZCe!)(R4`A)8dU5ckkx^
zPG`=3V`5Z(x<_?Y&4G1G%wsm&`=35+KL2-d?U$d&zfCMWZtLgMZ5&*XRF=?C>vyIy
zf8V4;cShy>{8u8SR)?pRg*55ydlD%Z*FM|IGUCK8VWogHovVwOigp(#_q|M2dak}e
z*SSlf^X+=4Y2DI>&wOIyepUKES#vdFril6cwBRQu+cQ2i&Ae&3K>M8jA!hC%zsS3O
zh0}jF?u!>Jo$0b_W={cIpvc)SuF6>_&Ygd#rorUDCV2+qDpga<o~hh<%pnQu-k7C`
za=D%V*nHwuK<VM{PXnwqo@dlncS)}PFS|@4=*+ahM?G(iFUlII{mOX!X!Ytf+<L}q
zat|vp&DHr@DHynXZUVQ<<JSx_X)!xXza&^xpUI3`7&`fbOwfbfnq^%DUPa5I?{ghK
zU)~lQ-zjs^yjrzrkC5e`!y)Tk`tHv<q3E*SrLW#@VzO4x?w$L#FR0TyzjN`W$p!JY
zOLUYrd0ye^ow74@k2j}(-xOVMwl|x1O<lva<ikqg@3(}jx;gmR6!tv(wmI|L!`Y?c
zSJo6n$E91gm&V-ao8;dYRdV<`uS*i+)-9^$Z}-lX4?p*1r>*Uy&f6vapZBWlED|*I
zOpkcD=-t72D}MQfSwtpqdNE6C?-AuQ5!olWch~imOgWi1>>DKlw(XQ)W%oQ?aYavi
zPpbVFudp4fk9fJX%*y)wpn6w8jLD^Q8x9>ToVMn})Bhctk0>NRJ>1Tft;%k|I%lHT
zu3x4956R{}JXd~g>j}#}LTovj@jBNw@188|m!uxNByZ>5_j0q$EFMNg^snw#R<9A4
z6n}W9&(P!VgGZ7}J$i4-G1|l)<c#0<pwiFc_}OU>D`eF7oI9PnYw_FCDd0mxrY?U{
zcGI?3<o>nxdlpXSsr9-W0^ZK+3OVuN)ZNFsZ@Bw+9+$c2@<X+7hD!t+qupj^*RwM^
zj#-*#^)K5f7@w>sbxcA>JyU2|_m!W8Y)kwCUkZoscAjyo=k%j}mi)G5xtkgVx9+&}
zj`@=1x~9hRKaSfrN;OX3${?t0t+H5u@2(dQ1S1|-it7G1-nOOsS>HVt%Qu&QiSkV-
z+OBx!sa<yli*nASe%YmFwrbm4)aFDT?V4%9WNPS|_G#M@BLU%DjtPG^dazAhe6iRq
z^>|os@Cze7m07MLMjS7KBTU-1x|n4=s;M-epSt66&#FyRcdcP)EHLcaQzLf1pewNZ
zaOv&LyYt$1{9Ur8zVF7`%&n`^)VZdc-xr(4TOg}@!9giH$-#Xq-?RdutpYoruR5G!
zrOYwoLYl%GztTD1_AcLZHc{Go&%v)#)@(7=y)V40LPz<`q;ssVAB*2y`P}`^(f#|p
zen`YyDhf{)Fy`OUHEBAZ$A+sHIdA(k^mvw-e)F-NEH!I&(u*(mu1m?AZh2(2G|Tj7
zx;U%Yvzu>S8z+VYwWP8Zhg-yI{8+W<fJBC6u!zOGmYY5k&%E>Z*6fTA7rb#yuqE}(
zf?w+=O%30_Ny%W_j-GFS7+14AFX%lI`J2y6Xs;~m=~<r-tg??bE%xPXD%h^@!A!04
ztx*22MFOw?SnizlF73ZkRoaTCjQwkBTNb&T)DhZpHq&?4=M*7HK~GVi@)wieUaQCm
z_B$UazTBZ(b!}lqaMfW=4x=Z*3(`5P%FaFPauT&*ZTx8w{LFC9;{a<1-9+~`9}Vul
zUoCz@!P_@{J>;<I!F*Sfh~jD9C81BxDoj*4c3|?7KaUQnO2=f*k)9qsyW6eyP*L-C
z)!Di_+wInQN3yPedfoT=E-48)bB@dGXXhkIS^aK}vQnRW<I$(J8ewn3Ov9PEjOTH)
zD;__S_D8^+m0eTi&A+76x6*7jR{AfW{@&ua^hu%2ykp1XzIEQbWfZqHQD?hM#h=&a
zHv)Ms{PLc_SsNi@9`Pz_hCyK3p2FI*$EMDD*L1oiZ)&8n*4E%By&O00wXTm@TOhjS
zMrXdN>>Teyy&{?3@mC@)Ut8K__)RK1>EN_^XP>aRJ*`sMuH?_3wPvMK+$N4kd@C)F
zDd+Crde!mBOcAMUp{@+ozh^(c<_!E{vGe&lTXFMiDJz8v*Za0}9ug6+wGjHo*$_QH
zdyyyOdXb1v*1e_|)1(fCmxi4^{5xyXJC3c}xPG@4INS`se9=*3*U=41-dfkgjnkO7
zhP*wxJjQ)@&&fQC&u^zOwI0;Xhz|L=Z&qo=Jrys<hg&8HsI>OGik><3^=e91mXF8b
zm4ABn&5~u*&YL`im9=aBZI_Eb_syDEJ~O53X6UKi(We+o_e;$YHO-HE@Mb-Gx~8u8
z5#6~@zn2tj%eV8sf9~+|mA@xw?J#@KUng<S+t<4E$^N&elx}VOTsX&Z_nkYt>lfXL
zzohxI!0O!cuK{--$9#>ttZ1yIcj)OnE&mByrLs3{pA@XlaVK%LUV~1khX`Ng3h_vt
z;#ILa3TAVQRJnRPs#MNBZ(v$r#xdch=~Ui1uj48eTOWLPdAIT70loZwrk0sIC(iF(
zZE&{9tWWJB-|h3s)jj&x6O&ZaLfSgkz7z{Q=;O0d<x=9KQ;N1vrb+)@CG*qot-v9F
zH-^Wn_7<(+{+qYZ$NXoV81K@gH;gP()z3_LzMhe3X5yRQQpR6YgUp1!nQn9RY5Fv2
zLRxykZHZLTAYGv_!7cG$1yUET-`Htv%YN<0y2q=3@7A7Vo^(yExVG1GPDyvtq@$Ow
zu3ve3%FoLi^W&`F^foce&$`R+?s;({yVsG!7xK&cE+0L)<YCK#<!8;jJ{N2XOORrc
z6}XXcf=$aSLgd{d0q<|w2~U{2|N2{aA9%H_Lg5YD(|XI_;;YMkNd>38SU)`|!DHd`
zcdUsj8M285zEf&12U?tCzS)xFQB&dVlxX#!ZkhR>tztR0I>s3_h7w&HYC7_h3<|!z
z>pu9wgpIlI(Q5r9gA=?TC3)I5MlW2%-V*Zo+T3*s1|^m<6|Nqkj+e_@LoUu+Zt`Qv
zX(lWCN%MZ}>R9#kV~lj*-_PIvGZy_2&)`bUOMxD|n3|UYI<L{tM1jbI8;#5jjZqJ7
z-0NNT*oR-o;=9(4#xI_ePF^>v;w|<2ZXdw=?(Y8ux!pc20*+prQl`JwzUsmHdFB}x
zrbdPdr?Rb|ZLjxz71#bXyi)h`&+y;B6pJ?fv6|K&e|EjN@bl}bw!7<P&o6psdj9s(
z-H%+~Ki{@KSDf$6`oED^_Lbc(4fm`&TWP)Z-#U9g{r}Y)t@p=PS=pa`U;gq!Zogsa
zZR2N~{=WM3?fRtVH-Dxii!A?DlCOUD>$KOmZ=AjF_y7Ls|Gz)|-}7hw^l9^U{993<
z^}Obv#L~!He?FSTX4d@`TOVEj=l*~HKVRQ2eeHf~eeu0xWq+L>d9Hr(xA(Qd&Bjum
z;<<WeYu=^Eyq)w|;h})uT$#5)-`sE8N!K;5Y`%QE;``+3w|r*5^nA5o=9|BZO1Wn3
z;M*E2=(=>@1kblO-(It5^Okw_dAUZ3#<{!m?A&Bue}1*)=-${D_m0{gG2Oj=$Mx>p
zjbDwgWTra@?*CnR;QH@d?W;epo5wim+vL-^7WR*SsGjD%x2;#+QfIs3y3@Zp3s-&l
zvunY}oJosvbOPI$b0=^1^4B-J@-6k@t8LyluHKz<c;_Zx|Cp=Hx<?HjFW({HAo`$3
zesPe6e`MVSrqj35{zM$gp5wp%{>K9AXz}0~A7gC-a??w%txNtt<Lw!?7mv!!dOrsI
zw%IYa^y4%0_3NLON=-|ZoTYkxeQMM+%lf?9hc2?)1)DmndasmJEcC3^D3&@YyDG)x
z>YrH~Bs-XGp52YF6TfiG!~3#=MrWS%MIm$FnoU{U2fCZZqD!xHZjn9rWs~o}NuE!x
z9M;;pG-m3Y3qhezo~@IO2%WOQ`p%y9`8mNdF2Q$f=Q0N9w=@T|{(T+eGlQG+wd==?
ztr@i(-%o{hKWtQ;ta1L|w!|IJgpO@J&=vJOk+C=B^@1BkZ>;Utgg)Y(XP5J-RIe*F
zX!-r0mD3Ya>UiR|%kHu@^xL>ES@K13jAah<E#}Vn=YbpU&Y8Y<t?bIH`In}izJ2WL
zGOg*Ku1pPoeQJ?k{i{>U*ZpDKwW)50#oRsX*3_K~4v$-_eP8Zv>7RgU`E}914X5t@
zlevFw{|+~^<=bUn3OB4u@V|2Jk{!doiom#_x%brHS}#1a?Af=*J1$!q-PP+?w$Ivc
z=6bX8<vCTkuKiJ;mcI(Ny3Z-l#S~Q%tjgiluxayd<ro*gd6U1M624~l=)&7mk6ymI
z9#fY3?+X({q`h3PljGT|vUL`>m#TWDJo=UDf3G&?QAyz@r45bdhKiE;n^fO9`&}z9
zsEXyPwcXt>omuO){0_sv4WULk)0KPlew!M6Y+S9_AYF0$V{M|V{u<s__lv&iZ+m}`
zJLBW_=|Y=UJP`lhWFWMqPhjp@r&Ldga=nkoG-eym@qKjJTS$7DbDda~^BpGp)jvLe
zvDznj())j;vSpsrH_Zq6+p2FWC@qNNk2$2y*r|C#Yt80=DVv-a(ifg!f5juvH~VYI
z^TugYcb@w6CO^>L&yYFgrjO2LlMPQ^u`tXu$iBY%W?!?j<`RRc*S|N<+~alc9Lw%i
zcaLr1|HY=ZTlb1p^wf*j`r;m$NO>JkC|DfnH|^K)?sFd<5?c;>e6x9Sve%OF#rs2M
zTGDe?tM+97(#gBG_2-%y_X_uZ{F8QA{jGk$*~)5uky*K?Ikcjpx0OxbP&RktRK~Bd
z6|*xAKPihYZd7ksxwS`4=5Sb}lGCHR!cANHt!=ut1od-2d7IegEB>A%H-WwStzF({
zja9ejZ<c7^aLvyz;_95Y92Pxm)}Lw6-0*e%B1bk&_CCHofvAYDM>wkcY|n6T{Q9*<
zSYp=dRWl3@90)RA6>uf5yx`%EQVVwj=Ho(gOZmQbOg#JRQ&~c7@oxQ&17>V1XRdtx
z;asTv72YJb;>CPt&P+U0C4Bo5JO5Lc$1k76th1ZtDD&q3mPxNxy@^vjdcLTt(R{VP
z&9qp~TMU7w#T$ebLY~L>ujyduc$Fr6EcRDZhKr2KJI9Q`*&15O;tZ$#Li^eeiG4}G
zd%5+HGJjV8ri48WicXpevs#`<JV@l)$rR^tuU};6iANLtMD>EY=at5Y<?|cQl2>T`
zrnmT~;O$zsWZf^Jvvm%suG+rt*K?LFO^gifUlrLnHo8r`JfHc%=FpHwdXgn|sZu4P
zhHK(w=5O%pW8APJmB&17;%BCh2egzT)*UEFoyGe;Ei%PO({oFOosRvs-n`((r-51l
z8r&<>{m%V&ORN<QwpYz?S1ekw%jDj)3~si$l6$pTZn7z)ZISJqmJo08)j}eXY2EUa
zxjU<JcjRvqy)<ccyIlGorRBB<6gMk=z1`d!T=O*f&h^^Hmb!LFO|1ow?U-6S4ctsw
zb)UVf<vcNO(ecMG61K0M_VshA{DVWbD>hjri|2i?nXvK5;j~>&cbWwz7o1>v%n_RE
zn!dq8cq!Lwu65SSr-jaCuyEqZ72)DhE<3y7?r+{*57w1zd2Sf@;o%eh#Dbe|*9&b?
zUM28nrj~ZuD+z_ES<4?-G;QdMyc@J-&AuwbqoHZ_PKFPX`1HRw2CX@Ct?aPVg;d7N
zyOSi@Vs2O~6a+q=;l}XzgD8`D@SX=JznO@5ZMj-f8>2CwUGLYoKa<`vPqWZ}@m%Qt
z86o|LPb)j$Gc?@acf?xGUBE7-Q$JCrTk+VABg*~KdS!c#v}^oYr`mVp$#lJso1*yd
z?mzX?_r%M}NmaA=w_fqSGHt%+tJ?U4!`3Uy|7|w3_<e!Bk}<T&`u;<+U+KvO!3ANB
zQ%p8o3jMfXzY3dpv+RcQ?TLrIjjGBO*{(lT;L_jamCEz(klpd*IzzVf;;)5<I~J~9
znbhBZP<0~XF&2mAH@Gc+zJAKKOYcxls4ed_4HK5n%e`Lp_rI6e9@ZxM<M{C(i?+Qm
zFHsTZie7)*z95>ZF5$^m83h|YLCJ(&A-&ErqVA$i?lT{=b-XMr4G8s{rgDhm?(KR$
zFUe=0w`9m0TDr;zOLj<n+rZl&bWY^uMZrL!HVKg{R}4#1w}d+`nYLkiQk199lo`h~
z4*ize6mF}jq^Esi&Cjjv+<DhT9yPf<DlDiuw4%FrZpD_I$Go$TYS~&Q-qk$1df^5O
zrW{eB!W;(gJ@;K0-ZqJxeYPuTsX%%>kF!cZp^BDWftY#+bH(a6%Umty?GL?ee;^>b
zUhUjYkz0@0yw~1)eIiI&_r_#RlX<#zcJ9s>kG^%>6~(S@%(+EJ_(@=DX=I;R-x{II
zJ8~{Du8KT!cirY~QfkExf9?MK<M_k7P5j8tZc9O*-wy68rF@<5bbaetrgtlW=h1s<
zUpBrF#YgqmC4HxNOy@EETbFp+@5YH4OL8Yi6sT|qN_Wk?XU522C)Ko)J0h5GQh($6
zVx?W|4B4FDAE?P1maad&+xWU&lc#>jVbLeQ()vB+r@9EGn3WeLToOJpDKF_#zO>Y)
z#p;LTSmZ9USnc@u+<U6z<b7uzYMyU!?KJ2(?9gK~1=M6#o*XxoU&5-eT(N9ZbNt5=
z*ZuQPuRAlp&*#_Kh1!R9aQghJ`SI{pM!2imUlH9!vTC+|ipiHwx9m71;+$|@x$sCz
zpQpU6$k`?RQ;s}iQ`>vt{wz;_Hm&22X2<hc$3{qh_*c(5dESC&_v5P0Ea`W(niYR;
zUC!h1{b!c+Us!uMW9pf*P*uLmKB10=$~9fnzMk#cU!Qy1)bxM4;mgN<AHFZF_|G%h
zZc#;l+NE;Kjy#8t|M=8wMQV1*YY0B^KJvSD^{R#`C59J2e`r_|yfrqX=hFgV_S#l8
zyZJR!UaDj)wv|#VQHbgLu{2WcMJ0#R61Ij346_@BZ!v!^(0S;f(0erDvY*5L2Hu!{
zmBWiRoDZ$3E4+O%yTnm_md2By@?x1ayC3%K+|0yTt}m*l^yZ`3dj;cbjuL{c7N=Y)
zd1eNFlHT8ZW{392lw%qCG7}_E-uVCa@80%_k}sXrdatSp#-4u@!g2a?<B_EJ@(kU*
z-_J^){!=Xbd%ue7Keprd>bABB#7tCLFZ0`MU)AQ>O8;y7{)#U-asR=M`rxiV_OEVS
zw|yJbwWr|C|CFvjk7a-Fw{oqEi`$*)J5hiA`~A;;2I_pfeA-myy6i1&|K8>~KPCNQ
zS{Gj}Uc0GNqjYlR=E})m5~@QIpVm3;aX<NM<Ed*i%>o;hr}Z2N7ZColMg7g9^eK_W
zHV59uw0%CH>;L6>=f4)g`fGtd^u8=V|9Z>Jd8KRSm9Ba7C0%wk`}K`MZofA7T`iY-
zdEP3_QsdwE^%w0vU+{^rKVr=P_WbjON6-I!5pwx|ja=0IH16;_uiNXZIyW!dpW7L3
zE;h}g;>P_4#r(>r`Tl&6kzrV~;K;8>DXYs(svkG$TvM`}kT9WUQPOd*OR3g|Tn~f(
zK3l~r+gpBjQ^FaCu;bMm0)sbI<@GZAE=yMW6XY(kI>#}~Bb)z_>U>ARV=7h4iXTt2
zj`+PI)FNWjy{y73%hylp7Y;wmkeb5gHN#?N*wszv?j`VSU;Ccr>+<IdE`LxiewwwS
zAXfU_jV(<(@8rwpvj<I@HL)q?Qoxm(cXOJ*lq^n*v1{A#_8;qG^?T2`d*+`w81`(!
z-d#p@5yv8?90>_&<a1h7var^1+G9WAqiO!9e+bqzJDrf55wu;}?{bBLv~TK`hte`?
zAEFml=?Q$R+vxFLBH`t_MS?57n@utLyfE)%;3X#JhVRoZbFcU*v`sJUv&9tURKq!O
zY0?6!tMlzIcU4aRnz(;n?y@!YvvMcRjJ1;f67?o2(9ma2pnZ|$!v624J|1Wk)j0mi
z&dy}!wAO<bxqQiLPIvh_6%X_@KT{8jd-;2xSokk>Azq(vJ|-1vQXTF8vxRt*3e0SU
zd3Sv<;(w%U@ayKEubphQ_H{i;)_(%pj8D#*f4qQgqJrM{xmMrV4d&cd$a<GzvHjrw
zpZ$h&?oU5;>}E~aHO2Oyk&)?B?@XKgdCi*Q*L|V8a%WemNl6@;zRuTVMw3xF+dbop
z4R$HNRtxj~GTO`ccGH>ndw=ZeJ@;kh)kC343Od~x#<Ri$=PDaHwch``;ak{eW?N-J
zEuAf1YZkZNl}xwsN-SIdeye(m<^H$V432L1S9RIPve&cK+P!L1Ma>db_OQ#Ezg|?$
z_cymV7*#cEm*e)Se}fGl)X8$5O<tUKyXm)(Uyf=`)r%R6mdZ*T{Jdrfvu%^_b;ptm
zI@NnDKmXsjt?Mnb1e^KpdD+&nd6~0co9bV=+VoWI?;Y<e^P8$B965E;Pj`Fjhx_ZD
z*(@e<El}r<;%HaeV(xp3eYe&}zfYB~lV;e(?LAxmnTd~6>uSqt!H<Vd6wRF_uvDfg
z&+)f}kB8b`o<ci|cFo`zw!KEuSGBT^@@VwDlk1%0^!S+8nMa?e&d$2A`~H-A-oEP+
zxl7d(3esz5pNyKZX1bK7R&Tk?ny3h$Yc>-SWNH>Hc;K;4AWh9-@+!?5V+Hk)R}G?<
zA4x@)vh{||HB_5!woWeWPSC-~)pb9uCRMn<Q$8la`b#aTs8r^Hph)KauN>RbgqBX)
z`>6HqwQo;e@#fy@bLBf_Yh~cL=K5UerJQcpU0$EC*u44ObKNbWs~4HQ`^CuIcT0Jr
z`s^KdRul_vxK{Y~Lz+O9%BCH^{bblJgx=1(-7oH%mppez)n^vfjmn)T9S;fbzM`bi
zkz9JY&e*BX@&B$pvtP|;oBHh6f>I+%p<A0yX!&&inxHgGEx<c}$|I}Sk3XmduK8T^
zOE5wIbm^@qr^!p@Dtb>iW)?g!U3Ba^i|peD*@sLIV~Rvs_I<BRPJ1QC@$P=)^H5QR
zt&(A{PAt=Yy+<oqyz%4_+ua{jLu&lmw!evXWzo1ZJ?_~J$%586SIKnIJB7@zxb{k2
z`#95S{lzGom3tp~bM56jm{)ZE^L>pkxBL&k{&UV$Zhw-f+QpMhr;2t5J=j=N{z&Tn
z*IoNWen_;$gvp%hPuBbpv20E+_rHrWQ<(a9+I_9k6%G5k^gy^`^hWj#OK;C*+h)rB
zc*{bOiXLB8y^y>`4SsU0H(H-(&-j}=x%lU)kmOqj?Sfl=2s*Acv@kSh*}CkVLzpR(
zah<%(l|{MyysNn#*J|$h;upMa#>u0+@s?-4@?_aEl}X)>5?y4S%=Gq)>KE(i+KI0B
zDt^Vvvxggex}^8_oWN!8FS`w`H12!tkADB9{L*_qjmop4Uv@Kl#TB#u?aRIWXr&(8
z>dp1-FAuiJn#^Bz|K`*EGwR$~&Z+<HoAbwgD)XzyRh+KMkNZj{)~SDGHe%S<U-y04
z_xqBr@6Ybq^-gc^`g1o_B_F=14_)WGWc7d5oo3g+Z27y%<*`*?d*?C3vM;Q*xyK6x
z{cP*LZP}aG>VLOV;n#N2y0|x&e{8TznAhAQ`0&MLHNEGpN}@m9d_H-wyqfY^+ji2H
z9<?=g%r~39$vT9zM7F+)y)yektLCFiwbe5m6KCI<^3>UbS^IUri}OLrkiDw!7ZorV
zr{B#kkeKN?^8ml<rb7=n&j%kknWNzLf@9Y`vCS>H&9VzWrk+`1rkyioX_=eZRQGk4
zAD?UO(0E$DAmdzIiCuZ;`I!4PDcd-nl`g(g)BaUWSVS*se%>Ur&nzc(Ut9R!Q7-vV
zvuQ<}pZ=}l?#7~fAM>vSeqLp^+g!F(Zr8fq`_=WQ9yoa6vXBekf}F}}UcYaxeZ4xz
z?zygo(4<xl9#65d*M14zOlSQjFJu4q<gNQZ*SKZT_5z$cwyVFFX*l&|arLLPLu@gZ
zlfKw+c9#~;sILBWj(L&wcNPY@qX*Z>AO4Y&c4K*ap~34z@w*hVHawW09JcQLR`oS(
z&*nc$SY&d%@xKl0Ww!6!8Z*vJ;xyz-N_#g+H!x~{>*9n(B@5ggQnySf`)kCd7TNl8
zQ{)c^u4jz8n}4dXUS1pSc~FNZH|F^EJw6BT^gp}v-ca}L&*UxrA7<#Ks6=T*s`JLF
zX0JQpp_BUE$@heZiidRaUSVd7mln!}@mFHbc<h;S_6BRs<1LSw<kD4y+Es2GHC3J%
zHqXmo;zOHiJBvwsYLC<^GhO=8bHuXFmB;_eiuW2hN)kG3&-}Kpo$~RI(bM-EZYR(C
zl3Vs$qJ8_vl=<^>x6Kay#eU|SVbtUL8#(eB&DYYZJ2$;Iy?uY$_2Z(y)Ggv$uRi*<
z@xdRy?GHK6*&nQodYCI0zq_t?|JUf7yREA?TsOC>jCr|f3dgzYr)I@hFBg7qnQ2#i
zsJ6aKtYPxZon{MVBa3WAzHT<OEB@1S@W0Y~-++Qrvy#7`U#gx=ndB9!Gt(vbxbjW;
z!2gXWm!D$ev_2>%@}#&_^4Nw;X3s5on$~VSCv{6diD9)!ZD~MU*}shjj&A*(NuoZW
zz0kGx!l{{}*B=V;cs6A@pOV^qHcRNX)tWQ&o!zHx-qLTiheeC6Xm0Y)FS5^eos2ni
zCX8<@vyb@f+E+cL$0jVfTQ+;$mUFJLyF<HwH<pT@Fg<;#-C6AR+fwlh3q@STw6@Q%
zS-w8wgM=erL3g<4PKP%)4Ik{^`0kL?@6)=a;zfMnN0!cL-T&iisrapHTw3?`NBv{E
zwEymB^-2F$AL{3x93J@D`{~pr>y`hOzqmc^LDQ1;3V*l1{bBWOwbuUYoA<ss{!iq*
z8B=|)cGS1!wzq}i=54$ud+Vmf@xyYjZk|h&k-vBU(FUL5uQ}5b)Xf5x-K^Z^J)=MT
z`}PT}weLUWEd5aZD|*Y{+jH-Q|EP}p_~{mZzTLaSN#__gUTIwA=b5<T!G=E9mH?^n
z<4x+{C3wF)5V>NR;vC`nc85CG^Gj1Kg)CRQq)NE%`?}Oh?Dd|RD?Aw|^)3)Ovghsd
zsgJhE@e8d<J{YQ<)W|jML6!81VD>8;SH$S8NuIb}eEwncX0GS4-zFWqx-p`)bazOp
zPRmCot3_;CubxLlm^T|+m;775s_*Eb_cIi}cW4Es*qyq`^KwVuQNJ%z-*&w9aQJKX
zpxu>M&GZDb=EY-;b~;x}bygMges8rs+2rOV;vH?WUuN+Yx3*Ou-d)|e;;r59jPLw0
zT)(tmMFiY^tsK}aa;7s{+^^?ci<MYtR>C!*XBE44_qpEIU%&Iehg|HfpN49wlUC;Z
zzL~qDSmj`tN7C}IuMLU=bUSmlPbqB@IJ1^#gPUlc`~$6v=Tcbx)8k9*!et`<PN==O
zR(@ZI+ihl<yE~GEttWe0&F!3f`H0+`zQxji6U$~TEk5gKQT=MW<*uuDJO9}HdnkK1
z>hywJQv?lm9lW@9pNJu2(_-z0TQAyXYgp{M+WbGrz5K;_bE*ASzm+QWE~;H+4LGyX
zKp|J4EJNtualWFZ26}-lUy@8^yLe^A96o+uI$e-uk;<t#)d3gyj(*vd_=NGUW<$`C
z2c2_H$K1Dy)oN&Zv+PHfdi%zkFBR^bKkE_j%H^hcbMn?HKRq(Gct^ffxpi2hY2gFT
zB75JJviI4NE!-pjJH?x%>+d-)zV_7AO)s1Eqn7%|e_367@z(Z_b@5xSUHm5$FJfe%
zbXur3Ffi=#%kFiH?4NeOI`Xf&=AxlhLwM(*o$=4QkELzA|FXL;n|t@mv#+en*JZc=
z&ejTJ__1NxqLmtn9~UYXMFb1VDuf0FPMv&PbEQP}_2ulLAtrYdRtJP_+TnKP$EuD+
zm*yF`f1K&7rKNStJY>c}-{9;#!!_0Y&WxM9R0DU;-RQ@kp83H2@fJQ&yHdFaR#qpj
zvo8|8b~Sp@GHWr*c*8PvSHY)oyJTI}3OAUR1$91D509O@=~hbH;U=zZJ}r4h&POus
zzDtXo-f}A1n96eqmn*mm^1Lbhw)5!<al;LBUVQszpj_z@m%(f;Bq{DXZO(R<?#+(V
zsvBo9v?_3kOts>BUCg_0i~p2cVs;<I;{Jrk`G#aD&pqI_S)Juy!^DjqM|kEvyWTw^
zE3l`rZcW}i(*-ZeG=JTh!O~mv<G}Wn2Y#+UWmTEh{XBi!58s=QR8P&y_qEQPUL@D?
zu6b^;|E?WA-%Wl6m9FLZom;oF?CWZg;CyWZx!po$7s_OQeP}u^b$Q}}>s=k2*tcK*
zUi9`zBwL%$+;3l(*_K{;cXsafuLoEjUG7e3ew?m<@vqB|l}~pa&M<P_m3B(2*HCne
zNUK3=;4J~}Hv)>fnPz2&vP>2^&7amZ%VJ999`VaQ5zJiuCpEqAzpUhpzn!OC;*=pF
z*%{Rrddz4>szdn9!`DuwY3)0v8@2HCYje$h4MC~9Ju2L1dk)Sh{>LP@BR)#&>1oNo
z$M65`5?YuhH7&!aW}C|kiM75HT7?$!bcps9ItZTi3-j>e*AeuJHJr5K+spfZf5mT>
zv--4lou=TesTCS^J93|FytX`8(R<H7zs`Wr+$|YpKf|YR^h)I4dVQ`aw(|nV3zPk2
zUM+o=F??oHJJy@<CVk>Q-Y~0KXkm-k|8GJ6Ze`e%^ZbA4(b2?K8>6qdQ-`fWNa@L{
zlJ3j=Dt3F{yji;KrS6xu`MQF)QXP!<Z){31*&|#%hbcF^rmNSWa9inNrRUw^?XT~|
zIBqyot+af{zWq%J56=cASxjVn^g!c?N<_w@#>KCyOBqj2mb92)_oKb@(v`q9`iz-E
z`-;RYPp&9w2|bj_HecDTJbU`m{weo&KkV+<xNNbVH^0s-!wI+k%vvOwd#B^u59#_{
z8Ev*J7K+dL9dkpT&*4Sl#U4EdDZiV4KP-||mi=Y=!u5Kj^X7G*?Bu3JAMtc<b6<Gc
z=Z&u*|EV(v3$%?ZC(L{7*}OJq^?tM5K23vNY<|VhWTvyMa1-ouvSB>-V6|K5LD`-M
zf;SE@PWyY4^Zbo#Cpk0h-e$gVaGigb)xbs2LXef$O;I(@`&{%NuX9Oath^iUhuw7B
zb@=zOvN@c$;%*5XS-7iG)A88XpJ8`P)CD-|dpd)RejPieIOW6p-5MKHLt1r18(BW3
z|1~@)8{H)KdTqI?MRMwTnZ}q|w)0YQIVQ4%xvq<GnWCm)y+OZdBFnr73W86J&e=ZQ
zmVUr(Q|I|Mh4aB};j`nJ;`cstXO`^xaQ#Gj(;vs#)d70yeX$!2*Z*tEeKFVYfQ9j9
z-n8lOkA^%vl+mR*?;*qFGS10jPRC967;e^9>e#rdru#(p2aQ$hq*q!T-rG>$BCNw?
z$+)(|a%m@L&`YLtuLTDx?w9(#S*Y^tn{21sL;I6j#+Lca5iAS`y|iU7ZtvQz@$K~%
z`Oc<pH<6ac$^V<H!~YttI-;Ou*cR1pxZASusC43At8|Ae+O88``ppZ!-hcc2_rD+I
z;yxaf>^vKAyh6lr_LAVfCGQJ0pPq0in`CLc>>NYNs|AVmttV>BZ3_N&d7SN6YCrP0
z(S6bRtJhw5W$XR<WXO=aZ+q5s4@2vJPnpwZe7ZRCckZTx;%9Fi5w@<)4E)+0ef?d1
zb%n5XWRGp5&b)Iq9p;M3OVn~~&TbH`$e6vb?`ql|{Sy<7E@z1;3cs0=@N{YHwRYEV
zj^AF3zJ*-6YIfz3m6v77wAr76%IojgTuv`p_I@$blf~gSC7rG@{M)@ZJ93EI^^5$R
z=XYIDUNN;(R4wq9=acxIdld9GH!YgvX>zjI^KIgzG@T!1^JY%G-LUS7OygC7(9;Jy
z{1Oa;WzO3gd-!s%?eD5di9Hv2rAO_xM?t@BL%Umq`2O%)i6IM3FI`<4_jbb}r5jF>
zv)ESsRdsn@tZ86a@FS_e`sD4Bhbwk;D_DA$3AFPiNwjA?IeuApO(_Ep`@7{QdOQBr
zJo*z}zAn-F&3?tat6jS54eWw%u#_{#`%UtkIYHf{&Ph5~@%#F9PZSRb+Z{De+IMG0
zz<Q3xm5capi7zx?DKgh&U9Ks|`@kuDqI(@K<fm!43huk`@Lf|k$KuGs1uOidPfTR^
zpMTHpjLZSKxiRY19Nk`adJ%;zZ%bN_y`LQL!{CaPP5I;U*Z$k%gHGHzTF16=s_MnQ
z`#D+{9vwWVv~jZU<8?ao*72F1o|$q^*|W9wxXLOK>;1OHaT3|hM>4|?exFyy?=n%!
z*f2%;#^S&yXC4V|nya~ddbpQ^$m4sp0dpT*n`x^zjqP&1$iErS*u#F`&}W!n^M6Ud
z^<suo1#cU!HoSeK^Vzjz%kHpmbr(4~qKm)2H8b`&-O$kaC|CWscV2Mp38iTXFJCTR
zYA5ZxD$a37w9}KO&N=F<T_(iu?mD+vZfR5qvrgGNKNl{p=qm-8wn+=Ja=nt)un8P9
zxOre{iR=wCA+7f0{PgP!CoNKHyBXs9H%m=w>a$&$y6f-$zxC%b(>9jczegEwpYl0(
zQIv!6_KS>;7jO7^ZUlM#G-u6OJu&iC?ds`wAJ*<yPq1FUdSfkHj=txt*UZ~Ye}um}
z%$2!IKcU){XZue@#^@C%rEHaXZrl@DUdxs<pD|iDYaZk6f(P^YZZu^a`~LS=L$2se
zi~C#b^=yS^z2m;|PN>N>L+xk7TT{KHTe^atiFY1P4(hnRj`_{wt-&8|t`|1lUv_S<
z5>K_AdDbrOMgGUKr$>ExJ-_d|*U$T68}6#z6lc%b-uUk{)3#c@_3ydz=Go7A$=|W&
z&ivR3uTLMF;v=FN#+j9W$~k%Bcjd+Ur%ICgkIhU|VbJd^v%c8<oI`2)>fIufgbahv
zFswbOzVssZ)pLx>%ME6fUdZbbz9`_Byl_&;Z8@39ifd+Bn+|PV(AD!^tV8^pGH<l~
zCFa>8)i2kdZ!LV9HQQ2oUCMv2OHc0lN^YxM{7iiJ$(?-HbG6I2P5u2LftN{{zx(Qh
zH<GJQ#!Id444k=NDeUt8+fr|DAE`6n)xLYpdKKv@HVNKI4wu!}xE^VlD?FiRLHg<m
z-OJzZ`?L1(Z?hF|t7nw|&^TkT_wSrr)!Y9pkzC?(_>+%zbDla!=FL+xV-|E*ERauB
zRGaFPGwoc8)86}aYTU0`Jbv{R*#3Xq=_Mh!+M4aXU6Ix!%Rh&{PIU{+tbVfULi&OE
zpSBooH}fzrU=!8|+&FppybUjc=N<k0dX2Y~;7w+)6s`GXuehJd9RFLd?{{^*{vT;(
zjjd~>zlrz;R6V`+H7NP`-JO5){(XCvY<xG1Z*l3GzyuEmGxo107q8EnBN@@UTC=pO
zF=~}p*ln*XFO32pU%%LJM)gf1M~xG|_qOhx>{8#?<=rc8@^V<j_9&EBE6pHaij&Aq
zfs`E#2i66-czair%S$hu6t>S-oFn?)nG*t{8AtLI`n*&B)jeD_Lsr`+Hht%ZwcI;1
z84k}Dk3HkwDci?Ysd#kb;iPb$8Q!l&84^wJJW_jmp?Pc3`mzVcdat{mJ-gPjJ-hvD
zPv?G}RqRum^j5S^ox0{#`!7WYd!NPi0uvV0%{UZ(?N?%K;n8akWI_%ek6B&#Y?Zu{
zifzEtE&P84ywgR}INrQuKP1>^Q5$FP5xU{0jlz^jAD5gRzV=7B?Dog+xV|9c-@>oW
z8U>#-|1Q|&<n=e;xl78-rn(h-y3W69Us+a?IlW)~jodPMzwjuLkDuQ~h-|#T?Gcc!
zb6ZL0n}~M+dqQBzL%Yd~Jbc4e@~>f6W!9b4?DKL$R^XJX%X4ExxxVjS9Uo<C?mNk7
zU)`4Ny7tRcCJDTp<hdxIS-`SJ_gmA4s}uF6_{>`T>rvS+y_%XSkp<BwRSY*YOGUg(
zY_*iCWtmeljpf=pmW5Myrs#<5l?}Y~e#N~>hod+C`?70`n@02H_OI{dq$5|o&gd6#
zIeD{NhRdMn<3Z(%Kkpc||Gw5M?s|1uqen{ZPr(fbgAUcQzcx&+;$9jSv_Z>p@q?*1
zyJy8)-_<GF!P$1Ln`P;mZPM=Mm&8RDz2as#S8jf;`&{e#>+z-qkM42B&CRW1{BXQB
z@IuV8lhZdmR8^2zG3iA@wwgv)o@sG*Z|N$|ceidfZkfQiE>-jZV^}_m@=Tr>y%5Jc
zj8OutQP)r8M~a#z2DDySw&ZoXI^*o!Gc-RsIr+>mcz&cdd(t~obq;UO3$HJwTeAF}
zV4hyEb9buk{EwOY3v@nmDeDV)_%u!XntUVDLFoPC=xgDLu?Oo{q}oolPJYkf$^5LW
znm;cxezwh#8iV_r?3kjiZ(qZ{>5GKkp$RkcBlmN~p8oa1>cq6KB39fH5ns*-e-<{3
z(%;1HAEj~nkkHPTjA6fTL~TCD?r6{XYWr%A&zb#`BDqc<tMHZocx11*V0&)#m0Ekw
zGhZ5I0t;`%^`&3_`9y1Lg3iXJ3lBWJ^0C+TVb+>AYj$vMxYL%QktF3Bt6}-sSbW3t
z#Z5k~2Ntji3$b~~uD|l??c$T)nl(%xZ{z2Pp7fVNxWwrWU(U^Ytbh35{N9!0#`l|N
zL$~|nBL|xn%~D+!(4RDC;ors&q93)N?$MVz(jsVTHSuQXOXYRne*QA3SRioJ$Mktj
zVn^O9y{<Wjb)wFCi7owIFy$}PQgKdAp4M%vLsF~-`H#((v#fsjGDf?EPg;5!m+qP>
zu87a8UI{xir=7jd+j}Mb!&0w^#2s>N8IO{J{i-Jlc73^iy7c1z;xqkD{>j-D4-N^h
zu>SX5iDANhza4zrR~?$*qUZ4W^z+3x7lt$#6z<x4JHVxlVb<5l1uGJyq#HMh>22^g
zV5wevb8*GlgI*$sOF!$yTN~Li%<it6dHZ~=cV1TO9_81M>f~$J1g-mhRaS~qYsYz$
z1#CAxJ$M9`MlD)#(|f@Vrzclb)P%h^2tIN)vG2E9YPq)2_QI_O28WsaXC!k)s}vr&
z8gjJ$UK(7-oqf{mjzyvOOorww?TPuHN^S?u{1o=-rMHyh&5SF&Z(g|tguIrTBB|#6
zbc46^oQE3(L&Q~huW&V9W0>=!OsF#d!tR&;=1oEe&Lrlh%~#p$S$lqYSxAsqkRQ`m
z|M+X1UMG*qq~tx_;oP61*uIokO)l$q{(F|G%{(gouUM}7KYsmbU;eg!hCa#bHxGBb
zXXp!ks=F-DPR`=o8>xFtGWw4j-w0Sd<JEZ=x}!0cS!Vi+OMmJLEe?rnEMk`lHd`29
z+4N&WbK{Qw3!Ai*+w7w>W`2LCBEjpal2|WiG4K96Yu(c|dWXK$^?v*O*G}W*qbH1C
z{5|>=)$-e3IrCmq|8G3c@7c^AxdoPQG`=+lyl<<Wac<k+i>mt9*M>;UE8de_kdxH)
z=cVgx<wZIT=N|X(wC3z8;VCrcmz0|NB+b`ySI1?iLU(p4&Iw6<a#8**+~y4@Zlqa1
zd*bCG$NBc!BFj~q*(18%yJuD(oVMby>G7FbJQF7<3VLfgv?%zg$44s_O>i(R*}bix
z;K12=LQ}mjoZZgptMg??k%y@D@{3~gZoMm;VkDa2`v0R?s-@0z%TH;MUmj=wPD}Cm
z`~BCmCp!1u&tAR%-H&G>b&fS}f7cXG?N{%Xe$y>=M(o4BN;P)PlTGjEe>)rMv8U>~
z#Nr--ubxMAx2DS-PM`njO!~%Bn+wMB*EuiMu9+PAL!)kH?Wbwl9xMvgj|?O9kAKnf
zxza4MHT1-ryavvV3R$_)VdYQm`k1b76S}ecZ`$FaF0m_bSIjH9t7}!!9D3sH?kTeG
z9;vhNHP^d$h8}hQ{YbC1I<jxkguQX`J%1)Ip44vs>ch%8&dWdFzO$!aVYbVudxvj-
z{{Cm%%iq6le|@6OS#m%BpsoAwOLzaieRKWruiK(FdyN=ZoIC&Y-JgvKK21xd{_Z<%
z^Sxx}e%aI+%jK`ktzWlj>66|A-$iqGX#O`2*}S4^@+2og+dC&$sz1xhIJ{PC^7)im
zJ5Sx4eycz_BvH`r#-okXzm#cgduTRc@}`rs<M;8FPk&s@Vdl)WFk|&e`{S%{)E*r*
zyW<>_XuYXW?0wyhBJ0{syylJ?npal8;j^EUDCb?{nQxz58+o<Hx%A7vMZD$ipPeQo
zO<H$GpX;+Sm)y$_&o3@{l)|5N*mqg>0q1@p-kFsZffu`WoE6R8v9isBi}C0SHqG{Q
zeO`wx5%ZF#oI81^T(R)Q;k|F0rvED7pCA0^^^#ZiZ&rPb{rvs=?NAeS7LD7d)-c^U
zeRKz3;qlK^T-wWoyw%^9-3fP&@%Y%)WgwS-ET^iqBW2l2m5tx#nCeekk`SSi@_9zc
zm8Yd`r-Vc+npq5%&)6Ad{_1~^)w{CA=PusUXzi+wykW$bTlngV&|EbQu?t=S4v+jU
zYW>uaESZ<}x}|QH_OY)YE^L3H61CBhr`COvq`@+N=le|TYY+W)y1%jP^?k`->+-c*
z>noo`|D360zvN?xOX88!C${hX{aE>a?v6*|F8glBT)%T^`tC^%5)VVaHYK}0VAJ@1
zAXoEt_qEy`$22xX$IB}E)hpyJoITlnZ(hNq@QKADi@#V+?EWCu6|&j#Z8ygemHk%R
z)q-nZZ}9!F>MQGN0f}3&ABEODJbLJ$!rNHS&#zf;Jf12bUAbn0cIGkWC6UJ-eVXig
zYu6jqv-*MS7QW;D`s<AQhY9I#WEtisKb*?DaF^Yhf<DOy|J2o{8=Nqbe|mMc!CjfI
z>5uzf#W;k#xTxTGamK?t8dn$n@_Tnj!*^3;l=Uz7Lc6Yv3iS=<clplU6TfgVx5Y9>
zz-i6xWsIh8b3RLM>s-E}yVJ3!)3E0xvv|17j_N#l6Q`z4EG=wpSGu)Scgs%AoU_3E
zz4^6gFU~&Sy<9CNY14VuKj$BohH8CUS2kHl+TCzf`^V0YhEn&VI-P_$bF(-PtXQBm
zy~2GS^BRW}KMd5jW*Km8`m$<?*d3i~7AIG|;^a{7|GJ=_jqgh0?A}=lHy0|0E_EyK
zQj5JbcbY2~_kr(bS%ubxdD*8;-(PU+-@20NK<b7Cm3~vUy$Id4Zn9p{o8oWwd9mBy
zUtN1YIU#xTl;0NdGn=nUIN#uJGj)gvdtB{uIKL+CtIy-rE7kMzWEUvS;eW*;+LWT^
z+EQS4<M_)L2lf`H*Bx*c{54H&=_buxP0yYebZ)EO%>S#HyV+XPsORatxE)`PEM$>Q
zY3oXknUlVuTV<gzFT=#vfSn7Duue2)TWsYSb64wRpIhhZ!@r`;f-<h?9x!CF(_PWA
zYG!+biQ&G8<hyy&(&<t+oMtvI7uSj1+?%v8D$uFKEWFbxz``uzid=tC^`VIZb^2Qx
zWmhsVbZuKM`R26#qiaWdou6b&v>7+Nly!a1eW~&47deSn7jwg{G)lPkO|@10yd+@D
zU5ObQA6j&LV`j717Opudug)QIIVf~WIrEnnb9NV8<ki}ce|}l@Z*yax9ree)8~W(5
zeqcBB`Qg}|FfBQ1F87YU-Er?y+dRej|16hO)16}Rr|SlL>3xCR(7K8@%v#qrojGck
z<h$Ko<hOuGx=GW1vu}x~-Yne6e>;u;kxcbQ{)G$nD}6gy@FHINx5j1n`EQrjvwYOi
z3hs3kP3*DnOn=GsNU~D&zL$;lzpw8F&lhn0<#}{dz~$`Zin56nVTbmHd^%e{vEmwE
z{(HN*7tj3Oyy=+2pBU5R-woocB)O&C&$zYkC`ozuko`#3F=qWWhG(KhL>K<}@S6Yn
zIkm{MJ7l<`87z}x3wj?OnUMVX^wxsSg*#R$6h6v2axPou#?*sp@y!Q}BWCS5k@x79
z!MUymtB#E3ju{R-^J}FJ%Bu0ay2}~w(qo$1b(Y(}v?a05sflOR)n-4JOmq8V*B>
z(B0^BVE%OZ;JvqQe@;&6D3$$qezEv5)4d&WJ%Mvrmds`O{o~rxuW|RYxhH%nH~YOb
z<1Fh$UBQ>f)`a`*Iy;MN$8P7)6O;6w*a$tb<TnfS(KuzVw1IEC)Xw(KQlHQM`c_LE
zcbo4~IeBim|B{$3KB+FoHy=M~xiYVG-TbAmcHN9Gi2YNMp!;4=YhVAG7k{|4S>*oI
z2^M~v{CLHcb5`cMZ7a<+^8f6}y>7cn)}T^4CfUg1?UU);Qs!zh2fSTh_cM3bvC0{H
zoG|iPn8GB^pFS<RDJM1j*ft>p`P+OJL0c|JKA)t-zE!J6KGANClGpA@Zj-I$FY)d8
zFl*03S%b()4-ZfK;N`iMSuAzt-noS<W>&J^-PL<`bynSWq364IRjq38@{Y_`nR!-p
z<M)g!7Q8kMFKSgLUU`(WU3FGsum6n5rOU-j7Vi3C71Xlig^;1t!~Vy)vT3`IDEmiP
z-xjm4(zxB$9T;(A_s-ZvA=AFbf}5Ki*)1&B<mRc?g%%g8aTNys4G_%dJg%st7WH9!
zfQq%7QeLdt>7c+@)|;OcL~*}*vTucBUhJgKD`n?|>>MBeRBH=8vMQvB{Za*+LEw}^
zWo3aQ3)}gY%be^KV!bA7F!93Qdp<`P6;=i{omqX&al@94T02k5^uKuUHs)Qvbog57
zlBZkbPCt6-e7xLh!qEbe>y=>%3$<7G1^7v)iELYMbWvr>pA*)L&7QKCm`>A^%gV}P
zkiE8A)0jhCR{fNT+sxai*_G37v@c_N`SsGl!gXxr%kEA%C@1|k`b*&S@W<&H(~9OP
z-z_qa)z90b)F5|bMyb!4#NAF?s`K`8mQE>9-K#h`lVh4yvBUQp_YFB_lpO8}(-dkE
zzV%|^o0%0xGI60VmcDqBy63|`&#T|od+(lhW9GJJ@A+RR>^=S5f1ap;n3T*z)@_At
z6+3vHrCc}sV)t?~pEx_4x%H}W$w|d1Ck__Aj}9Dng4^5|tUsn3^TD<C1&7><^E>$N
z<sT1MxpMEDnVZ<GczrL`qVDA?(W<I}<pH14LRT^*ZfVHPxXTc>_Yu=+S=Frz%Wt@y
z-ccje^ZwS(X%_F>kKgDPQdaq{^*}k)>T>SmphHua7~M~fvSSaHK6~Bn#0AHzIeZ1W
zH+6(=@vqjZZfL)>DfLB@%?dVYHDil;JI=OnH!7w1p0qu{d%Ez|u42Y4)jb|5o+cNT
zSvWHJneHj-6OyhH2)m!dHDCTu>}=IJ(UBESV#kc7UL5P$F-72OlDh7m$T)$AwZ#$)
zeQOWxzI7x`ae0#AU%CC7cMRF0CW>F{D>;4S<z-HbR*~?Z7T1})RPV8@(hK@Mi*1+m
z0{x8BDq>zG#u76FoI`@{u&ca$bkuW6pQ?^o^pQuNN`;D@<(@M<%oGbU*l(=2TvsJN
z<<$k}Fp0~dB2MhKYO$5i9G=yt*nEj#D?k4I%@Ku5%U*@V37s<RWLP};Y2+L|u01Mq
zs$&J;_a(j4>sq5cS@XfQv-=-Qo#;Ct9PCjruY2YCCdNrpuAn1ovK-GA)&xvRFTJnf
zJLlQV9SK`D@0;{y?F5z`QwsFuUdPY%Oiv1ZI79!5+60NFx&1f0WTRy|7tJu2{u0~C
z-^ncT_{qDq`9>PMKbA^_-Cwh}`>x`Gqbf~jUri6cbV%R(kl|^$Kq0?a69Lx<g^0~E
zl@?`9!n4ixPc>ka$c<9$n&VzK#b!cER%y}}B}Z8<uLE4N%+nNHrLS%&7SC~AZdA}L
zyhz6F=t>@y(2(Wc9c&AYQX=(&ICgD!KAoB2q~9Wy^<+WQ3hip8be|tj8g7_7c3)HH
zb@-sA`{tt<pX9C?Y95`(qGv1;)yT}9koNiKb@h`X;dwDX%qDSJ%5M$-!g5Y1VA9SN
z>8ha$H%^&f30l6QX5xjIMAujg`2{s%39qMJ&-~$V_1#keRaZ-a8<9elfp+T@gw9WX
zw|9}6${}+l;i&6T0=)|TRnEKkP1CGCcwEu`?x2#kdt>yY6Td7b{Byk>$;Gj*<5K5d
zgC=c8?j`LauGgKVJ9cz)xX#|e-#c3+V?lV}NfoIlJ6#T03$gCCJ=$n_$hjnk!8KNK
z;_d0$<s6sem8&%jgEb5j#B{{c++32?-Ug~@oM-A`owbi|Zxi#%??(C$k9|G7-dXUV
z@x5KrD>x4=NjO*ZEg*VMfPlm7rjJhoyDT}XwN9}KRfnW~(eUJZCZS}>aPI8qbw}Q<
zh+C5L-lFHDzuD}YbDI2isJeR|4_*)_wvXxm22=jy?(5VePKPQvxWu?l(O-OeVwbH~
z+K*>%>hCb0n*USga!opu(H}!K?o&5-o-dKP7QV@_iU0DY@7=tvQR40KFWhox80t70
z`=#h{np;=62Ua;6X7lQW*p^=4wsw~;<9jB=IHT)WUeC*ojl5w$m_FO3tt?=S){DRW
zN60jH{m;e=dVfmIW%pRvSmyJKom|?wPyE(#-Ki5&&a+0{{<dI$R_C=DjE5R-^gZfc
zHJ_Jz{v!Wkx2+-~*ESnZo5OmBMUjzjj^m9NVv5)EZ;G1kkK^MPc`40j+x+WBNM-o4
zJ3D>{l|2h|-2LY9ZTGqRite!)ESq5I9q01EWyzw77n{8_yZ?EV{NGtxD8LgbQKY*m
zK;+jVCaaD}^W732cQw+*z@yIJHc#vdlQq06yXD^Bi7bC4HYUuH@_g#Zzi;+)wRsjs
z)5JD-YCXGT_3YiZ3blP2!Z+AErk=Tf@2bnXeVL~Z?z@uKaV1B8*NHDjO_)1uuN!V$
zYWn)2vRrPEX@yILy4B4m((<X6AeUdf(>`$ym&mT&+qusE3f`ZnVyO~&AVep6JFlR%
zu8+{hWKIU<muD)rpXGEgt15WM-JK!R#58fgfJ12DyDh7qhkZZ0H0anSE6%L<Gcq`q
zO}PEU<zCN=bP=t{kj(J&z5kMKWw&bH%6NDDKrn}n(2t2F(MhX1?*I8DDd<)xJms!d
z5lh6PF7Jt}b{_~5k(?P7c*T|fY)gcJxc|ki%O<PY-8K-Cw3>IXyk>=D>BV!__SG(7
z2HmH<nq<_<5~sPFJQV)G8NKo0NsU8gmYMUFm-w#QIic^^Z6iBAZOd)hA9whsglts2
zf0D<KQ#$BHe8+`_0bPE#!aJ7FH2G!E!9R)PZrQhG4|9`m$hCL=t^IL%M{IGMd9VDe
zZr76){!D4YTaz7jy^46TEd21g*77N{%ib@%dt%D_m)Y4af8O1#?ktY~<nEMo%uI8G
z*wJtAn6H2M=&6}edvjs<$wx2ULT#p5N?-JO9+q*u?z&lK-A*O(G_5Ux^^S>r<<GU2
zrrQX`+D!)?@}~PLu`8i=U8A!`Vr<A%S>wa}vsmt1Z9e|->tP*T`LdV4kIXxEeByh}
zV+(G|wsQ(iH!^lF5Z1{rZ21*GJ8EYTXcnf+F{j;cQQom5sz=W)pItHg>f{%xW<}d~
zWN5BeZeHKQx@*B}PRnSgC!hKpciHNFiCUOm(tjdIx65%-nt9-Yx{n9BO0OuhEwa?)
z3^Q1Nh@(Au{;R6verJ|59x7D6`g`NW$)JfCkrOAZSo41G3{t$iWzV;K?h3hil_p;&
zowu3w=gi`rwVG!|+iRX(wE3JduhQgW=KM;NACdDaO;+!!dUo;067k(njQgL>bT78-
zR}(6@WZZv@H?wc?oj<CXCf@n3LFcdXJzKx>vGM|;E$@7!cu$qg@OgZ7x52lvI!m*S
zRtbW^YmV%9yFVdGNAi%kDaQh-ugMPf?!`Xo>$f}!&${q`g5$-)hms2y|Jf23-zh4h
zF-79JBmW%h_QK6P_rK^~s-CKH=}Lj9tPI;nF2+j*qTiH@cic?=6&lz#E#t&_!G}{$
zSRdo)Uh(yHZE@P}|8+YLl$!^p7_@u3&tC7dy=fsM`*FUW*lm+jc+}rrTwCrOx+>&l
z-oc~3yX^gh&Lvr;oO}78;kUu|j2BPW2%IY|d%rSg%8b-W2P)P6SZ8>C+w@xZ*&gMc
zPd@dldR1*?KgIhrDN1drQVhecIl4lJB|KY<C!fgvB4*uowqNVo;he|IE?)1vlc!X!
zq*(NQZJox<*`CK4?>2Bs&3vV}dh(1#CMWI0yDM@QG)^|{*YbM3_^bUPXJOOr&Z$>4
zd}EwSr#oIg`n#!vYwfOdwoLK&)hmT&uPBYX=(XpLP7iNFQ1|z{&#L`-KhC}9zQo~+
zX;|jAfQHW#6hkYo7Q{2Sy}Hv^*6HIBcH7=t>n!uxZyGGE=cct7pHK?4XLOs!y?43x
zuYKp0oclaP57sbc9)CXTcMR9woJYTAs)t`aD^`5E`ixLX^F8fyv#6<x%Z_*^-L|~*
zM2_d*e9zg5_K#+o761Dv?=^d+$OV1R*^Ei|<b7s$*0IzF{E>ONe}b8CamqWN*(+zi
zJnu7`aq_`4z4lYhjC)?)*=6ysJJYzfu6lj>zOdguvrqE-%=XlBRkQt^wr9o9r3HLy
z)^~E*zU4bdaCXIC{H%IOS}0h4&Rk^y{)raFE1!FF?l|O{;U;-k+^e1A@>~5kKMzfs
zH#a~`%kxX{;muMto7SDrfB#d6+g9aW#H%th#-B^hq->Sw*l6o<cD>z-Gw0XeN!t4O
zpF!q5D-#>f&;FPG{5Afa8$a*d$vLX`Q>$$2{2!f&uC3`wKKei`-uqtgMaFW`W6O_k
zm)@q8>K$+QtiF1EW^^>OQ~o(lk3Fl6W=g!7Q?Q#MbM5)?ul>{3rq7Ri#WF`{VzKPs
zlOg}LBtthUapW0ZsC1fi+icRdyVu@s__bu)mG0W6!rc*#KO?p+^k%wbxwj+X5$Cjx
z;%+V$A7{UixbJJc;{CSy@53Jd`n=h9o~D;-M2SG@+>6iExGMMFaX7n}J^W@Ck5fU-
z;)Bm#)(3C!+UfoE9GCB$WuJey-WFn#5LoDAvi3la79*RahKxj&{Lv@9EFz(cdRk_6
z#U8kAQXs$i<lMOmt8U9aHM(nMdHVL|ui5OMe($P!=ylVF>BqY(wbvK}H)O5s7EVfH
zE7$Py6*6gF61Cl0$v#M`f9B*P&L1wwZ>x9B>=QoD>aTfAvZgZ3b57uF0q64x?`|)1
zx|Si7%QV+@{sujU=iP~yjSAH4E^nwjayhxk;Ze#fmY@6etV%;trbo2){haA(s514F
z!iM(S({86!2A02P4V<cWZ9C_eO}Dv~YUW3reE){E@N`41>aE>%`W?ToGz!*SjSH|p
zwYS<abPfMa?r*PNPZOAMaK$!`N4xee*mq<4J62~i^~##s`&`d{7HYi9bJMGP<Ge~x
z-@SzGS+0S*@w(T?JAIZpt@A6K*&G^CdD7tQ)HPBI+NVBBTFCN6d?rJ2)x$exj<WA>
zmj39t8F;m?`4RgL$>Nd^Uzir2%-AD-D)Qh$mc-iC2g4Rjy1MYmn-fm)TP~FU|DgDa
zC-PX8Ve_n8A8dur$Q?3p$|-pEKHzYx@O!?b`<8n<GS0kowK&(bucz;%`u7Efv+a%U
zhBn=nWBa@6%!{X?L7}sMIf$KIBGj%W8}|9zhs6y`7>*zDVPe;rD#I^&MmD`|=Yo8m
z-Xwu3mt+og>mR&gY5A{t=A2T0vxK0;H$8#sVJlx;wD8%y%9v{-=j|BdqZ7o`icYPn
z-q68##PNYsI0x4oj^h>CBD~7`jl4hpJ)-gAp-|q!&PAUk>@NE}?CILUk;E%})>zO$
z=y;Qq|Fs-<={>dbDv2TYQ;Y(=p8VVS)NTKxU7=D=5g&H;9m(CbNuliWzDW1r|C!Z$
zRi~WUTc^o>sm0P~*=mnx1?_VuhSZmS{WQH}wd%S5qAk47BNKd5=6!e7YHR)coa^Gx
zI~>mx4}~Y3aLlkOyLG1am4JbVeqlppcx>y5N}Y3dxhF$hypQxu&bXms5Or3?^Y~f2
zjt)twjYr&V_il)-+f}(Tr0>bzdxulw8+nyVm>z66Va0lqM_tcx?)(Wi#4k&7*`7;%
zzpyQR>KZ>z*BPt-xu~c-UdLn*Xj*Cc+H2{@?$DYOjWMcodhYGG@@<#@*W@WjEEs;t
z82m5(c3uC{7txK4ax09s-~Or^=l88Z@TSXh+vNSduS`A{)i=c2f0aLf<(vG(1JyS)
zb*yFG*(Wb+vM5d6(r;xV@bli}ReK&By0)i9qV%)o<vR5#uTqky+B~c1aVhXKa*q&Q
z*SK`zW8uSV%eiaMB{{H52<UEQ)OFasuz&IfrHgCWLP{1}HC~D1T9qNCy@h|#hX2Cx
zVb21+-^oicG)#QtBIFdP(peeMlXiEHo8s2@A0LWc6nZI{ck+CJ_rLJNy2b4s-{zOz
z_xa|0$9%5E->>g(Us+k4tath3)Y5H=><^jmn0FN3eYLl7X8nsjt}lM6Tjd|#bT?6Q
z*YOYE-#4_ZZ>s;U_%Qj$cO{iIuTE>cXsvTiIDIDI_NAQdcT>)FCGz+?AKLh2&TMgU
z#fOWFMAt1SUE-SUVG+h(?8R~L!mU*ggj8gluXWyZ-96z$l_Ec9`R!buzk6GRZzsn$
z3f*VoJl@7TT_G{>fZXo&YEKQ{8(rA@Q0VYP2F}YyoD&MpblRPCnp5s{NJ;jmnMcIM
z^Y2?)j(_~K;O^{IGIEz&?^NG3WT?A%I!xz|^xm9im9teEF|!mCixavlR(8%|X!p_*
z{xoU&+6{M;^=Ef0TIIV|-<+mnsD0zn#yGR;D`pGkf8BKZM<$D+{gv}G7N7i|zBebW
z@VU?SeW{&(Z(o0iE3B%DUi5Tp^>XuP`<pJWFe)yelVhwoEhFd$|59!Hv`=bHlYOu9
zm(P9EdgpI`@g{M@HgB1%?dIC%QC2q>+I(F+C#NcDBF{^sik-c0=lYdh5h}O7d3k5Y
zgWdhMA<KT(ZZ$LslH)$G(@|`*|COvq=Zt%^j~nOzR+y2wv5Bu>*`n5K4ECF5q_RBG
zRE_p;o5Q*87{gNOFiyXKGHJhcPxP-I5C}f8{E1GWR`%{EGRLm3z4GXc)a~T~s~qxf
zvCn-b72xe#XgPP!7J2?9)<(f|__i$h#o;O9;W5*A{@ifRV4cDXffau`r6YHSw`;OK
z^i*Aac-@bN*Yed_H##oA5nF4p-d5$-``gXa6^gpzH*8$8@X4G)Zsl1sE!>_?Zqcv#
z_sk`?nA>s1@+Fs+H2d%C(DYud+<7SB+}5(+3HG1#n--mymb72Ncg*wsl7hYk8Ubvk
zx9-?USU*>vYN0X5`f1wV_o|&q&-VvvX>C>2(GOarlci#|`%IlMYiE8;ytkeHs_(Ji
z?NVlMd^q_P1H+vb7K?+4SA!gQE<AX<?RH9^L((3ZSL%_MN^(xjWV`t|Z-Z&N^`*WI
z+pcYFwJ7j4Ry-u7KXdPHo^!HC&u!c{X@XiHr^ic0{z|23Q(Gr@CVTI?ve)lWp4pVr
z32e`JmQB!3d~|5R?R8gf$t3bwd9hcq%wF4^AS@PJz#tvIP|Hj`Iy`UrwjR&V?^$IE
zgE;4?$NyY1b%CdLjZV?BAdQVD6BT+7&+vYKO}q7hzy6`@>4&(LmUsnTZRa*kuz$W-
z$MkxZ<fqqPo~`qFyZmv(9EP`FcAmX@IN<KaGwi4Ik1}r8m++By`eSOY>h_1pV~hNk
z-yt#=<XlA(z27Xj>+(2e`JV&IMn4qJTWPb;_+$9^b)bpgs`kZKa}wus`)a$gr9VI8
z%C!2;w5gY#eeL{Jf3@H^$FuX>Ztu3>`oHO}-37kC%5T4Y|N6D?S@oY4cPBO0mrQ!f
zqrPsx{rnWmPgczmTq+@2l0P`iRU)e@-Wi<SbT?qu4&PHZgxaU=(?5Lam|#ok8HL$F
zCtt0;KO-@-+TZZN&Pkawe|2(Bd;INK?UgCLI{UP4O({s8b4)$r(4P&pu@=*e4t`2>
zd9y9|y#CF5XP0?S*EHJh(I2eRZRE6m`Q;m8?{(H%zcgW<Tc<yF*{r$q7hPVH|5L-N
z*P-G4!plci{XQ!<SFJ4HZ;toPJO0ZVAF97F315=*?o#Ho1+~H<wI?ijN*7!X@!jF|
ze!=A@xnJa5ms`G5eg48^TT$OjlVq8`9eMpPO%Cnb;TtK&Z1leDY-O=~;$5!qEy>@U
zTCz`wavzx;u~M&d*`}EcXOB&GeEZtjcam9CInz@q73Lcc=YFm7ViV9<ZoE$Uj8JD{
z)6RX#hq#L#=X0J_b^I3o`R3!PyBZ%Ht?gT6x@eJRRpSktmY0kgi;YV4EGlkitvu>2
zzai?Fg3s}<%^}T~51F+e3CT&`yRl(H=(qoUOio+#0{%3<GkGH&`cqe2-1qU%=V@JG
z)xQt2w%ob3V*aeWPY0Nsa<A{(=YOvMX65?)YG1AmUvkrTT^0YmEw{km)~8}~e)SFG
z$7T1owM>70=br5SGL`##`7%^w7Uy&C^=A9bQ!L^Bp=@>Nom44zfqQRm^KI$jN-Yr&
z-LXADOxEI*fsDxG1CzWD+1Jm=*KWN(Ipxl`r#aL3;<qr$iW-+n2i!5fbX{bF^}YII
zd&~bl`L{XFUv$Iazsvo;HUCwgRd`lE{J^_}|2MVMeqH$cT$}60*6drqt2w)Vt3OX%
zaIO6(kA_-bnpKYcKH<#LX-dWSYya>3`mta_tLEyWr7V5Qn;y7I>E=!EjAl5k@iR~8
zy-S+4(Y%#&tA&ePcX9BkTzoD+eenqn3rj^dxn%M8lY?zvtU12Tp402N@ZahQKd&@*
zn}2P0GW^TtXDzzu(a%3$ciZbV{n+-!ZeP@Ooz#CblHPvM$P${)!7y#_*_=Eho|O?X
zZ80Vv18@8j*nT5mR(229q?^+_J!kP=3gSxtA=5eM`KncyT()i3f4Yw^Vy$TW^am*q
z_m<vJJMiokci6*(rH^(Csg@nrlHpmnV#cv`EWVo>nd}$OJpJ0DXG7-oMtNSpHT?3{
z)BQG_4BKlGS^VwmRX1Z6rTYiopS#+#=Hs6o@r!@*y-0g=`w$DqmzaX0&_0`u4~^xY
zKHBV=lDi{fr;24^_*|BS3wb#b0-IO*y0hPsJ+w1$7T3(cl>v6i&6cs>-pMTW7XPg)
z{amj|pe0p0;AQC{)eI}AkZ+uv3<_I0{);a9eg18;n*mGxqXUOq=2T9|d(X|-pIF{>
zFY7Ds<LsH|RNu5$zn(eibj!h2(_C-pPSvq9arvehc&_8H!wRP#zSka}bB>&ONk_$h
zr6Zf1jE0L=WSqx(Vawlvhu%50l&$vcoV<E-s{PBieW$a3&%0f+e>=C4$GI2Hnv1;n
zjs}?4nS4-8UM0SG*1-!A^PfNA+PNT7a`yUoft|jpVLq3Y?smj~(3b4ATDfecy7(v4
zSK;DpnuS?ukA=-NwT0&H(VA6|EYU34v~&Lqp4b%(4_PNBCr!LwbH=PZy7Zx;%t_}@
zPSw*V?taQ~(IJ&X`pJCWfU30;E*p7s7dA95?dGlf-5+%O5c`6wp`W*io=d*E(BrCX
zOyQ0Q7d6BABFd$psY972?@7X^M70?2H>d91ec|I~ZJEbvq87Yc9nai9z~1}w>RI2K
z056N2d7Uv2O=sCUz1XwUvp!O3dTLv_<h)O}ITn7d*mui5BiZ57|7}hEu6+-LwA*SI
z_X=j;vdisZzbV0@YM;xa`^*2P#OYfydu^J#&M$c6&#k3*&8jNnz0QxV-dP8qFZtun
zUMVxpbM2&w2ZhdNcP_8<&irj<sy!pV@D|s^SsPDpXx7fve{p@{t4D1?9{j6sub*^m
zYGkDUpGB{}l`T8)Eq_Ix{n4))S?_H(?6R#a-<0x4ec_IyGy2QjMAtu_c2qrI?qb}c
zC|iepb92HrrtIZ^^h#k3i}tZ6b9tg1-51DRd+L(%zjG3k+YNn7&etiLfs2=3zs|Wj
z)lmL{!=vPW!-o!@XO<=>?yZyM>1e!B;mon5Px8d83VyRJudws7I&XH_dEB*7KlNU!
zQIl!O?Q3!^m-V<bHzpnY^tI?Hm(We#SH&TTwb#x)+EuE*je~{TU*oiy^)BT|Tk%ca
z$yMw}KCVt_$QNxbSgDzjaU^-i=~JFlMQ)1<?T!)pRJBo-^J>NHuXncg<!|)bzvR8U
z^w<3lL|c_af;VLO?aq|CI%~J)iYtGLL^ryAYRz>slzU&J5wTUHM|4w~QGfak^VeHu
zcfPO+;<i#@bacy@d(hCG+lz6QP}`}bjq9v#8_Y;pdeOw-!-3^1mS4ZvadS?<f(7i}
z+UyS<@Bd(&(8v7gsLRA(oE{cm5B@mp>+-@;wf=Tf^qE-McZ+tauiMv=6DzE_p;flw
zh?tkqwHelyKPQ#U4w=4lwzA7ar%)^BNS(Hv)(Rd@^$Ry2f4MOst>*ymiJ0DfN++~h
zAHV%}LT=*r?T4*auZq%Oe8;;<XVSZyg&(x%*>&wcpBnzme|w_QlU)UmChB*mMC@7j
z%cnCyGsNBG)w0mgOKbgexNhzVcoHJs|6o;UN7Ae_CL53GEPi*aVPf*nkh7XAmVAqt
zm?OB&W@C2e7wOOvPqm0mpD!LZn{YV({?<yNolN`pPTBBTrRdHb?jkQwp;+gXYKx;&
zoyx;bp6L#HWN?;e>fL2_-<B!XeN-3uFUGz1Hhb@;%k#f_ciXydtxc-<s{Qv8v%HDd
zg!`4<y?VRuOnSCMe#MJj|Gv&O`Vv?Br{8yyMyA|EiRWsbbA>Etw9KEW5?rqEdy}Wq
z<rVv~C+V!eYn@(L`RwDfbh-EZrysxlwQ$vj-|6WxCnul3>V8a7b@iJQWv5i{-819e
z_wsG-<pb+1^Jcs0br^@N*PR~me!-iv`3p*lZ*R$6`u^z5*CqX{o_)*eY%rLRbhIGx
z%+1`Ir92x?oQS=VJ^R~+kmc*POqKuBa&O*++rm|+<9YV-=G*`7U$!$o!Tjgege@v+
z6IbR=7d>;1$x^IwzxL~UMRAkFr5eQ3dAhm|>}9bObG<cR+;kngDQLavJzJsg5AQ5o
z8Ty2+y1rq<Bw3;7mlHEL9r|<UP^ESAlMlQ+7Ci^9zilplD_6}DmBo`F<ziWREpLjH
ziMq?;{KSyYs?Rw#^)YaT#q;lJ`SqzxfyHp;qTSw1%qtsrht{rtpX_hmyf^>y1->=&
z*WOcc+;Hip&cxma--C^(&6MAL@6F|NcMbOGy$@;qmbY4A<L>&R_i1U2hV$Q<bF)mS
zY{~s+ns!j{;(^($$p%tWA_MkrN#4BRQtQ5RIvqz<4|4re+Pq+q;qf#_&i2~YNQ1uh
z@52s$n$R(aV?XCbjcv}76T4fRgVOYmpZ%>e+oiVDC9lg!Ubs5JrH|v&$_>}|$WILR
z{d7F?PHabcQ?^R?^40OhH>Vy=cvk3g&h233x4RG9jh(MJW$P)W@BQ7cTol0{y0z}_
zzm7TQcJJ3y694U0=jqZXoLp3~adC%C;>G=YzgQ@VXCE@#AIG9L)#ZPmEq7dr%GO`1
zUTkt*0`uc0<=we{x#y^7mfEMaUH?x<EYz!9HBaDizO~@a6<_z;D24xJ;Muk%#k1B<
zsa!!)c29n0?fi}tojbl;HO=SW)^qy!+uQ%T)lM4c{Fdjq?bn|pD9Sj&x_Cm;65a>p
z#g(BBdDpjnXWS{F`{#JkgrxkXUoIC-*!A=6y34oq%x!;9cg=rwbHC1R%WwVP^<O`e
zdmXxF=GSs(M$2}`16O4yx_$375Nw#7@%nLcsj{6;ocF!S^L-_iJ|17YD&yodzRLSQ
zn$9eX-BMjJX-8)G?*n1Ap>sJ@n=?3jUK<@NoLfBQhDD<Hl`3}OYayk<xr?7RuD73b
z{)OSn%9j<priHEMx7jjrCzo=$fMd(&ZRh`e(|I3X`){|`Yq7!=nqTwv)_Nc5KC?>x
z?C&qhUaxOG=yX4A_Ta$#*roeo*xq%1tx^24v~=}^1@by;Z@2$FZ+kx7`}MId-k1H;
zuD$)dBQ)Wc)ST!GzVj@;3qQX%`R(I7e=AJ5?B$-%d%e)?c8*bgy>3s~Tz_@`5Bdjo
zKCgHn{QO+OxA{kR{{G{!?}so$1rx*nNQMRZzdz5gnY`tbTIHg@w=b`?|Fv%I<R_6=
zzeHZW68-Ui>#Aj{r{=WI*tcs{=KZ;$PPc8dRb2eHcGm?Q3i<7S)kEV+(@dR;RjqeU
z&CXH@5byZ1X5s_=pKB&ws9EL4bZ|)muWh!<nUBZpx41do-~N1i)%TFypD*~9&$_>@
zbpD>ZMUh^spGD2&m+xST_j5CAGjF?aFw`$UaJjP3e%Y@3YnJ}C_gVaky+bC5%XLR|
z^WUu8|F5ID_Q#ay@suSlS+2g$dzOM}mCNO<T9=z&>pM<#8CNvCH#+WUV9Ia0b9x`U
z0Q<u2j~ch$iwko7@n%udd6Bd^)v4>^+TW)y(y4uA6_fH^nJp^z%bbVCq08&19%}Et
z%xT(^m3%u-xO<vs#}hqA{dsXL|F#PsG?u*K(Z2Ulf1qamx0R{=xBCp9=U<-M{PL9g
zs_FAr+zVY1cl6ai)sXcfkL62dfAQPwWHn7`t6$INZ%UrVOA>ZTrFXQ|yPIk4o$`}=
z##1&K?;B^MRz2xbx;#D9q_db+R;X~^u8%xPJCi3A@0GQhIrZzVt~uR_>`qPkmDLA>
z*Iv?-+QamTV|8o>SKtHZP;vi7ufFx&OiT0c){|s?rPF@x$`yw@8@^9=+;vy#%dveg
zYVw{qXkLsvEf8ezU}M*uFE2LpJPODXnCZfPucAu6u$d<~U1T?t$YS&Gef`1hoLAn(
zG^%sxZ2ECmBkb^YR+Td*+m|&Q_i2bwOj%<gUcu=UaU$8EsnGW7!iKg}8x?vNsF_Bz
z?%Vq5QtVEhqDJOr%hVsdnt5UwtJh0m?}@re1+T&tr5O}9uDm13YETvMVfojCHGf}5
z9AW<P+VXchr`d0bsVY}EUM|wuks9iCU|+$@0_UBXpXKB-pZ7V=kc)o1ChmLW8=VN<
z|7VlZ{~AQ+9hHCcK1nTJTBKpp0#B*JDe_nDr*i$CvPF>5I70r@mqV#qb!GL_Gol<4
z+sqCb{ySqi>({3J-7gF8<g9!B-smIK&CI7ox%JZx7b)>~obdk{m^<xDa__~KXWt8>
z7oEAC@%W5WHfx+#SW{DgTcWba{LU{&H@3gH;A9cfQmA)h!=Z&*0{_>nV7u`)V99!|
zWkPR4-ReHJN`^l9cb4PDrU1`Jk9f~}O=RNvd-Z$BzXcqt7G+26K5>ItU1Lj9uUqkr
z6|PToTqd4yzriS6b!Yoc&B>+xMc?f6;&z6;dr|lL-421kQ19wPSw=bU&v}M)`0s3$
zx4nIY@dS&ev+JDhO75I^O~Hm{*;{s@Q9CUQHccws_H%p6^|xMKn;jSZEV|V_vunns
z{PWWlmcN&nT0SFL$ogU-$GVFx%g#7f3hpf3G0(tQW{LCr+Sge#Z%6e!U_auXdE%1q
z$H3ATydN)G+U=jsthQUxZkBQn!zKawvlo>ne7yMelGUbaL%XQ$F|$KMpU8aN)h&C>
zUE8BT({9#bvpv%CvQ4cu-Zds>?Yosksub;{ninbw{fh7Fcgx=RF-Eed-|gDTy&nTx
zZrO>-hh94|_v6LHJL`7!{Ed}y+S*$yK3O{U>+YF%GPuGO4Yr78?>@CFCe?gv&6dhN
zm&HT4_-EeX|15pH)Tlha_(={+>FIjOs4dlX>{}wt_iLZt=E8a`@b$szzuq)|{M~vX
zslD2v*3jszJcq8|PO~(b=l!qC@BW?8rn@L&ufv|{vu9@rcjoL^7<V)^U^c5^NOeVD
zUcs%i=R-ORV{L0g?LF7%zZWXGW@)bY_{t=aoZv@peCG-TZ~oiy==)6f6{V98JQ2yX
zXFa_1!opdmzH?p~M<kz5c~ju(rdMb=*MGTZNPdfDS7b!B!B!WaK8Y=BW1cZN1Z$M9
z>#up7^?QcpTjn*b^Rpy3q*VWGk7V2G_$7TU>%{M@zNHI)6~$f<mvV7m{=lKB!>YX2
zB17_SOoqT-?aY|w7glMjGPmTh$r``llXmGB>AsmMF!!xv5r?)za|YjA2g9!tGxP8L
zwz;me{1%_prLHn5m+Su|FDUFfC3jn)YI|zQ=T_cD`jLlQT2HWD6k*ShyP!}N_rA`|
zIZW*C-JN|Ya}_@qb1FUG^7x;>rOKSY7h2Y^O=U>rQ9R@&6@TJ*#s(%%pL(mSg~pm8
ztCFAJw%pKPpT8<Omfc?EYGH@iLg@uDkA7PRbMkKRsbG6_`TH`fbNN<#Y}xhh`%I|j
zTJ&~{%9OyHZ<)QtLPV!#$eQnuaoIjg`?qEI$?02fE!n*CpzK34$MmXT;l{T%3+MJE
z<uEx0Ma&i6%<TK@ZQVPY1+J2DHIuLP3jXet_-v$DTl8DW>?B)%LcUcR1Iz7C*1cyu
z3RZ-7y-;&q*4$uvhvV@#r`!I|__uEE`+7@k*7xl~R`YvmT0|nQJh`Ld+pG4>N%#}L
z+d{r={EboSk6%ua;hHXE@lc8NNb>II4xG|6`Z5=tKbUm-ht;>|Rfg}cuD}1~@|}9m
zU!~{Wdb%9BYa(jyZHd;%X)-O3(dfB;q<q_o`1e!Z<puh`)IGa?`hWR_OVqY=VV;3(
zs$if1It<yyhD+ZqGp8iANI~B%C$S{eB{exeC6!CxCp9m<BtyZ_!qn0d?F{6|yw_0z
zy5HUhW-#5pp<=#Ukfp-GZW7N!rjyPJ^(yu=>vB5RM1`*Q=*-Hw*)G1L!Eff>cdH_=
zE`3(3@$>V3=T-OHAO2Zgng9A{xSmh;uFLBW*XIlVRLcETx^M5~^0?pGzv8N^E7w2q
zU4DFihOaIE+V!$;Uw`|xSMT4YSG7~Ti@%u|m#Loq-2cP3;<nAntJU|<_UjkLUR0d=
z-A`}r6YsW{-kbh7N%44|h?LV$KK*`iJg?&1^x~+Ty&LNCcXuwCZ+h;#-{<0a-ShO{
zY^t8ab8=63-bL=GuQ&IppSLgB;V`F8=Keo*y&juihl47&Zq8A-DVo;swR&d!QgOcK
zzbbPMv6b)iDR;J3I(#lPs(tpH6UWUrFYTIhaoOj`hkT<_EdGCf`@iP*{d@oBZ|_nI
zs5>!#mCfFTc0G3sq89D4`}1A!%)UQA>i@5QuwFiGW$ACf?sdOo%_dJcr)}W7J&r>-
zT5$2od#@X(J8a*QSYcE6ZiRdCnk_S*p0J*(IwybqpWFS@qD~9(->mm6_;&7iTiHgR
z(hZ$we`$yAkByhzydke)sYXerj+V!SIWt3^{_IX{Kcn>Y_POoV&lcz(dTV#KVW!EA
zsKxiye<f9JxaoXoO3A~N`;7C2yr%izE4yRYUuN8w{JrwduJ8M#j_=#`c1P-r{SWT^
zG@KQA?5%lV;dH-f{%w&HJB1d>Y*>6L<?xmFl`}LB?+I8Maq6YDT2i2xzP<9SJ2f?v
zH*4uny?ajN=Z*8zxdPitYq<HkR*8O^x~n~4m2$Rr-k|`Ew94jl%YvTXkV#H*nmPaP
zaXk+ni>trh7R~9KcB@1?MD)jNlhXoUgF^ggw4Gj@awE~p<(uhVHqXB`q8gK&T4hy@
z#V;mIKiMfBb#3nr-f2yTZyXU_Rb!_g@3g~q?v1KFfgH^{0&1B$oWqjtv$|Y-9TGOR
zXkyAW+X??y{O$B&n6)v$b>UIh{D&RB`=b(bjCP3qv<&Fhd-f&PaIIWRSm`u1<2#os
z^~6K2v6_ZG-DfbX-@I6*O8=09k+SaN1=*7}uUH_yK3i=&2XFDFId_EvU!Gu8zr6lT
zW3O0G_2<l&=UxZ<X=VS{^lg7wH+AZn8C~TwE=suUy~xe1?0sWyj#l>VMMbwO8}p`Y
zwVLtT%Y3b2(We927s~c93Eqyq&=h*~oSdh{c{lkNt(!w!*DR23+P>J*K7an9YibvI
zBtt7?BgHSeA8%KivCT`;VZl#bnYRvdwGqlo`PDSU?dukYE%rI5@=7^Ru{_5%{_FF)
z_51v;dP@0Td${(}ip7#nNvu}w^E0QY`}!_v(vGm4DSlE(O>zc@NF#&OMwd-XLoAag
zS-x-7?N&*Y5AC?~LVVki1-gOi+g5O_JMu-SdfCSdGX*({T)59L3s1e$boI4ooA;JI
zr4z4|O-uQq8)q?hs@Ri-Yt+{m-EbCNA>JF$sCIDMx;z^{qwV|w?`#CNuQ`5q;hn4J
zn9LtNES<W0WAwt>%|+oU){BbF&&zCj-StH7Qqh5@K@F)APxX$>o4CHptnqg1l#a_6
zrmi{_>$)n-;N98fOKs~<-4yvX$=SJB+hJ2hi)8+`q`lhzHZ{&O*kM06PlS2X<+o~W
z%NU~Xo>};(n(Kv$!xUj19fM_@{u4ecnrvufef}xzBj@P^w!;rBEciazB<L^pbMTJ-
zefmg8UY56`NkoT1zms-Vw)qXmF00nh94<3Am!-8B`nJVQDJ=C{b;3r>iPtVZim5XA
z#O;M%`PUS;%qwBK%a$*-!0vsx$Y0?T+6nb%er-_<`zMipVVm@^jd>y+zW?KDUrv9^
z$^7?`QE2^Z!R!5+2^_qPrV?>ZB_Ww}_uqbXU!(eBO2D&qI+G;#39fqacc%W++({MY
zlKBc%rl)gGtq@d96ZoO?<mj%=49RPs?q#aGDtXU(ugiC>IR`2o3X+WO-QF2I=YfLY
zfygzz&s!@e#TQjfy|VBPi<V_~wZWlf@wR>8Ca31vI?BqN$uzb4aOB0tiR&3t4?ot-
zO?f2V_VZ$SY?G&08jnR9lTXa_j9r>4TX$S;@zSgRvf1}?GEeogSKrr8?D@G+{FI(s
z&~4Z6Y4z*pyg3lH?(Hg0Cg0=IH=AWb9={jM3V-1gd%BQ$j)6t(!xl9YKjDCV!8guI
zNISPmrY7pwW^X<5s83w3?OJw=laX5id!M7FyvW*%Om&S{4vB01d$#<Q%Iph&j%j}R
zvG=3z3N`Br$;35*#hO1aTsqppHOZR8)lX&diNj{=x~n;V?T=o*X6NM_RdaX*)$C)V
zU2A5hz4bm)zi*Z8LeKA=6)aW`&g=I)m2A2(QDOhVwm#2$EB3wNR-9Dq>VHMfrqtm}
z--^bh2DSi()TQh}bE-u}?$%uUY8{cpVE-<C%Zbfbgyn_5-Ly7gtyzEh_~OY%X$@=i
z4zFYAK9sHcKt3nYY}0NZyG<+Z?@s4aITF_&Aor&0gmkq5>yyJ3533$I*!~FIF1tg}
z@V2$1+NZw_tDBQzd*V2cY0Nz|Z9~GsId7(%6ATw)yU$s@v1oQt>WAe&Qzafe?)}M8
zoVZZIDSqYO7s{Sdhqgsm-}9W%xX%4T)W$n&zGca}L`_)i;Bt)d@w^KrpB6v2ytT{p
zcHY0A4CPJiFZ#s9wN)3LlZy6Py_ezJyemQLev2|rId(hjPKS`ei8b%jwsl_YIIXhS
zXz}y+T$2n-j1FuOxNR(=Bz7V6S7r9=o)EuuV=0y022n*nM1-}2E$=n?oj(-dy5gRc
zZN(R>Ej2|CIpoCs9@~GF*f9C=vB^ero^Sp8z3H%xxOJ_&t^O?&y=Eq(vn=htPQR8n
zA8vZl{k!R~(5{bh8dh&sb!<HBRC2@W?2WHZ$6jnO5P1{5=<ue+8{@R6%wBx>*DD*%
ztKE;5KB@TSTCuWVv#kE#ygenquE^@wD#TT>TKtNw$b6o&^vK4t=hdyhR(}Y(Xn55w
z+bQ>Y{tF5Hxpi+VUheOl{_SbakyWz$cFOJZ6zKg}^rLq}kNmOxCeK^DEZfiX|2!3$
zWoQ1pBHV+o&PSl=dPVEy1Hv;Giy0p`W6NCT=A!EJJoda7XHRE{PI%D0RXLeoyykhf
z81I}v>%kq-f2MmmGmcGgD*9$)w{Vfygo#&|e!o+&zu@y3drk8>6{};<O+U-~K9b$L
zUd#N>ZJFnLl{V<I+Wh-?=flFl2M<4||33NS_VLQX^_|CJI?g{?`|v44fEC;0BhOj{
z9>#?iRMq&O^V(8;GrinJJ<(<L<_kwkEiR^PePZ0w#8%XBR&II+%T*Q&ekLb#x6i$i
z#p1swFS>C5^{a5cqAi7|%>&NPj9)0}s>kZspt&LC@7pZ*Z}UDbWsvuqu_&48z~Y$s
zT`rp+o6ciaoG<m~%rVAapVD|XaeP|TBx9fK;ZT#WEADq+K%~%M72|;|Q;L`M`0ZP;
z@kTI1`Ins6o*O$2XE-dB<26%Rc%tgRRbYJYl5Lw+KHscZ*yHb6`Jh_zs^6UK`A+=a
zj|_4+77IL6H(Y935Y%V6?wRhEGZk|VEqKQ*wpY_nIaG?{ltw8N>%*?w*XG|AVi0n)
z?a+CA^O$z~cYWt9o$}A8T-iKia=5=n@n!tk@w&&5b<c6BloJw`wUV}9+akA>Schc=
zrbYf<C>f*vrBhhCykZiAsQ3(3)@0_B2Hy40gr-<${52~(Q?%x8>w|*aJ!bD`q%w$m
zw}iiTosc{&uF#T6@MqEq$C(wf|4ruaJr*jwd+yy5-n!-MKKgI>nRE2f_Q|Q!dT$#X
zkkWW`+|b+6d1B<XZjSh<vp>G6w|_dr(|x5`d?lCWIg8bMR+egSUi10+lN#0U{nhuL
z%rk$vBJ=!go4*a0gBG(tyjVFoXS#Tsm(uPSjqqo_P8mmCs(tP)`JtpFwZzIVo4s=K
zBSD?!<u5KQUS;jW-1UNS(f1^gsqS+e%ujyysmyuAP&wIvy>j20!uZ~gU4gZ_99kcW
z-cM^ey)ka#$vIo4KAT>Q>N=6VxM9yUFNYf2GxNjy6klj)eEytho4Wa%$^*uo7c1X{
zGES;|Q);Cma3|QR)b+JZ*^~Kp`+BXU1%2D>Uc6+Cdc2PL)R$z1<`18p*{;TO+43yw
zxNu70)?<@(x8iSXVhlPlx%Ad@#|g`=nyuCcKg)<-w9b#G!kaJG<Ig;qTf1JJ556XQ
z%<jIZu-J^PW{2JOU)}t@#mZM)^2*U8bu0DNmL+|VT)IWCBH#pjeZj%>s2wU1hL71b
z<kCI$Y;JAt(g><v+2$SaCRJgLVn_bwK886vr*$h?t~!^_t*2Vb-)l0T)y6g9*8=hA
ztB*Ep>dE<7$z5<$raf#`k-MIHpU3yrtE)avo%Q?Tkv#UmOKV=;sd8awJyw6Jx@hUN
zZ(8>zCq^v18ktdltUBnrYxd2zCk-nbcc#^TpC|J<U+wsnuRrc>5579VmMc^0Ok%&&
zrzf^tnGbG%;}cEus9)lI)LyXl%h4Z-TmSw%ktR|2WbMPfN^>M_UT1NOKD0VyC?6&G
zj;~=;^kT+kFAi>VD!l7DcYB1OpN&m`;JNgzF|mSt%?&JPcdb^s<G(2K>F14SpS-%Q
zUB#WXIs8kR@c!^G`##oiy5GOt{q4)5>t6b+ZvV2Gl~$fQr~d7_o;|yb-U!#<n0m2n
zbI>;~!++P?*6JPk5ih-Mm%!uyMTx5&d;XtqUE8(u_lyl!C%u*CvzOi`b!<hP?6#`d
zp8r=9SC=38abISe)R7<e#kZ}Be$yuL-y)~fxu;%aTUB~b{oQZN4~Cz8_pNlw-M8Aa
zm%KKJ`s}xT{r2>{?2RH5dK4YIj#-_QxqHByD`3H@tqvh`y?0D=(y)s>nK6y=Us2?8
z-e?_G;oEM)r`cj2eK1v-c|I>a?al$4Eq*p~3tM{U9<w<-A*3O7t^MS}_U%07r45{>
z@BYj_|Bm6;gd)>dC#Abo=Z1dBw6p%kw{GIO?_MWVW+r$@ZBnhhtKEE^`{>zq??oqR
zX0cv5CoOAx!$jzj<WA17PBYWjPGsG?rsvM9JKv5c)n~Mszf-us{_FRzFXx8-o)zoK
z9K=~VajVxI{fP~RwbzfXTXOSa!>0`_J?9?xSBGEH_V0FkVyC_Rv!vUndAD~;pRB*(
z@y=*slJd`~#n$r^R9+waEvQ`iBV^vbrk|^9-(2n0C@kK4*t~V`uYyIN_uh={xGI%%
zBl}z0@$)TvoA|!`UL416Df|6;U7QI|*oGyCpFL1_>2tZ@deFajGY8jik#633UoW2V
z_MEdf+Ccc<k%NBonimVOZPPPg6<1DOCp#~xZ&H`WLBVG`?524MOk4C^TtL9BQJY;|
z<+m5t@52RRk&&0O3g&q6ep%9e&@<`3u0VM6WV!aMy;pl4?OP&QlPcR3pTPEiaw*5P
z)tND?oF{Cqek5l6L$j2_t)Tvo$|l*iRW1xV*0zf_A5v+~ah~6yu<NeSb9bi9d8KN)
zZZRxNcu$l?s=hkXRw$_SO7y0fVAKVPj}~7(zO^c_a%4Aa4*%Yly<*cIH={PyIE{wv
zx4hoVMZ8Xwu)aCZyzcyggxNN>Tkdy1h!L>U(cb6zBjla;4K+vSr%PMT@7nqQb=L!v
zotL*QuI_taGUIT4b>D*dyKLPj<p1`zY^vWE^mCr_4Bp4~zb~%-CBHhv?(WBGt*Pw}
z=f1PVnqGZg_<m{s$?3lrzR$bH*Yw0(zI?7lMe@Yy1!a?J?9w_pOTw&=beB)O>n9`p
z?)lXEoO$;j+SZ?Ye_{T!?{b&t_j^D3+;lE#gOKHIexb1BSrMfR?sREBdMg>Xi1~|_
zZ-S0S;G&gN1j}w|m4<bF{GqUwbx!iM?cN~|#SUz-{-(*MvSp%~Zgp*#@T%p<jjZDD
z`K;Z!IqJ|IkFB$BIV@Pd!!R;sg-b<L!tVnLi+EZBeoOo)bnd(7-OO22rI~RoE!W}A
z$LrO$r+i*?tjhTKIzdf8;KZgLDbb$Js-7)<kE0E?EcTSWa=X#PESNh{DVITwQB*kZ
zD8HnT=)cB2uAk%=GlzH>i0*NGS1w}a8}{tCrT*KM35SX|y$DkX%PW$}zIR>O-|(dT
z99I70QYU{tTOGOb;J4#WUrIySjUw1CEK7}dvh?L-{3>XCqI~B|4VJeaO0P{STs)r`
zTlh6-A6<0a%FO?XJgag1)3SG>7p)w7#7tbcJ@~I2y%U?0bn=%*#^QY*EN*wwxDK<5
z-Uwgt;$YmpvPZwZubRab^w#t0-AgmpTFv~nBx`%&W#dV!W?x$2_~$ZXn266*G3GVv
zcvs&NNO(GR;+Bx`4_z6nzLdY>T6UtaFtsIApi8(t!ZU@x<7GJa#;h*Rjj!w@tK#ow
zZDaGi(b64urZ8!b%A4Jy*Sf#2-QAymN4u-}+o6CPUfLV{9~(`bHiIpCN^(oMM#ijy
z%_|>A3q-XvK8(|m=&<5g%`y4PracQ;w#72KTm0HTaTQ0|xA@%+^=(^ar52ZIZG9QG
z;`*gEZ`-G@yO?xYa9c!yTk<6S(`I|5wux{gESq^v;O51Mt)g6f$->bY?7kQGOxN|X
zf4rbkQGa63XOrNK8$?QOd$MtNH*cSsx_aJXlf$bzD_0)j^_$no9r52$$dS`+IqRzj
zqO50FIGN0vAEfvwO6-YyFsJmUp{dW&kpFR~tqg;*cb5MOVOf@>s&K(%&$OhNr_a*5
zwwb&%nswXKB}zC;m@7%>I*U-kO`oGFH-2W{GSFC(`gqRn3Z0a*Z0nAO+_;%16MU@q
z2HW&)2TinexlVY!(9PcaN$!dK{QY;OEmuycaSxKdv-%U;D#<XpM(r@~sSLGUcO2X|
zMHngAIb@!$d&KSP^&tD9pQfCmdSpVgp^*`*!g)TXlPPm&2@9%dD)C3DNt)^;lspg(
z2s(Z(gUQ|Z`EqTIpUqY>9D4Z@46gB9E<bl%%vEdXVUt*yQQymaBP{6%Z<*Y&4)#(_
zU*AIuqEer;vL5fqpL(yh?ykpz)W-QSDi?gVO>{Ul_g{fZz`4G%ibf9w)$)V4m1hO&
zMa_IVTdC2*M1|+-O!b_L3@`SkZPXO%*l_f)9H+|i_xn5)w4Qz!6l?P?RGBbcx_!5D
zV~yO!%}R|SuCkf-_hmS*gmcu~3)h|Veurh^IqUO>rX-x(VzrO4BTVK?vG>*wo7^U|
zRu^pjaEo`IV`N@Ig;VRE(?1SgJ!Ea(AK>HuT(H9^J?YyK6G^KpY~KSi7XAs2)~!*R
zmGyAm?v|^Eq|f{Mc`2Db;uikY!k*+Lw{q9<84^Y=P3?j_I}Q7?PfW5|mvztA{ZEo+
zN#xxH&yJQZxhxX4=65g8Yk{=P31=7;-%qf}Z)<d0r6O?3)@h<gp5yg7*VjMS`qE~0
z`n{Z}+Eg)H*{3t6%&c8{E#<C&+(ZGp01vN)J$_<LQ=;~YnBHnDu}rRYKV@3H?!fHV
zK8&&5$7ZjeDgJ7MYN_D<q*+b<9TLqQEv8WdhMTk1StE;2UR`ox-uD?I(<)^*v{fCu
zy>f+-jZkr|2GjW!*`1eNg^RC*<fVAU+J&C@`zpcUNwu|vjrO)FVp6SYJtwb!eSE}o
z_4QZ(GMd(IVKTpM+_^xWwOTAxu4;>dMrW*w!mUlFr@xB43{-M$HLu*6b#;r??aIi7
zG7BPnrtH-hk>CD!-_%1q7mL=+?Mpt8`Xs;i@?D`2@iQyVnfs-B2N-uOVtBl%-*MTD
zL@n;jfY^uL%nWMjzms1dy!y`RaHVp{+u(*pT~ilx&3t2|C32!Ab%Dp-V#A)ZCoE>Y
z6J=uCdcu{pOGMy8__le^8kJfZubc@lU!`U*y};w7pi7aU#-dBXn(vZ|1T}Vj3pa1s
zzP`a}JCo}awV6H@LQJj~4}DB52|a$TQR$7?;^>So6RsKsgk0X&(YWZuUEzxALoHRC
z1=nky-_NMAXioaMys||R`Z;qV5;GoJEy$>PB<e6xZswbvE1bJFojG@Pu0oCSk`~pZ
zh?(aMn-4G~glr6Tu4fA}`6~63>$l{m*q;Bpz8K8UFYdT}c#j0bsRQP5E7lyDViVld
zARg?TDG`<-w1nBtl~ItzN@#C!Ndxz<n?A9s@v`mZ=@NUkN4aXAHx|u#n7vA)u<wxK
zs?{McRHh5ObXc{bgMZy>lTYmVp2xXgX|c-aNZncX*?bRwd|A-{%75>?Z}zO2_xx*(
zalp^--)k;E4SSuo@cHbbvrb&cdu{K3xqi56pQPb^O9OM;70+j{k1TB6vG>mBwQnn;
z;+8$XePQqQvnkh4#LG{eTfmdNl~;7~iB$>TSLrQ#WPMb!;^MP#)iM@^N3%rs?08Z*
zBgQ51+KcQXYxZ1xt>maHY%CD0IHTw~k5<?w>CB?Y%F+$}C5xK;Pg^}aa9!<{;U@;U
z-bE4uh8kiWPiE#?KDm<mlv6Zv(fO+zT+W=Dt(ReGyU<|YyEk`({xC!?w9d0_Ddu^(
z{l$!MD`ojr$z?}_Kh>N~E;-Y?)jIHa%-Xvz7xy_-?%7nf{JNodR{5sB%E;F?Hmk~>
zZ!S5Le(hb&j6Tb4?{mLamz+6p;l_gGwu^f;gy*kGS+%on@}!$Ax2|m0oH;4?x009I
zPI>VuK1@&dho4;Ysbt0MyB)WCciio${_}Iy)vn#!KWZgf{HQ(Xc-fz?>Mx7la)rxR
zy%c(!vN9Nrb{n4GUcBLTTa<Rn>sFOpciLO6bgxgCw&rB0klP=PtJaTt!?%3eys@-6
zv~r#BCx(s#?BOzp>m-ja)sx~sEf`;U;pev%p5HbX9Z}Z*bGZ0OuIn5H_dC;f`+8eG
zx_ob!k-LnuFY6~g9p>f-@4YP_O%SmA5$du$ZNmPZ=#PnIHKAAE#~QbO4=KO;i$iI-
z0aMb9`#u+Q+goKm-kR;ZA=<z_X46Uq_dDAIyNZse%JLK+;m+N=NX+iCPv4IBNk3o6
ze7vV@f1_Z{0R;{vuB4k6*m{ePq;63(JgWI<;?-{rB88?0rSui9XU4tm5$Y~k#ks*`
z`)!FS7atmVEV2<UpHSQIbDBsY|AYqR4}qGGLSyHy@|ef+;_kKn{;l3I%?6H_t&;yv
zd82nH;qRIyYwxA~T_Cb_MzctRXI%W8$bY@Z{9p5*F?-x@zh%QI4wLjhKdf9fetaAp
z-FqS0yspOKW^#}G**Uv2{*=s{bHVPxtuN-%_NBdgYupz<H(&mV=S$1Mzb~sVd|qC%
z@0Z(`KjtO-el5TFdDTUgSF!tQx7QqQxwBvUzKY;O`6>CX8SBNX{I<5Odl4qI;_u62
z7e0TLV*Si`OQgzgr|R`98Y`ZD)A%w+VE*UZ*Rw@lFxL9L_!&Ca^HT3!FTJ*T*H?49
z2U=_9Rm{!fw!I$y@8X5edb^Jw&3$?3Lh*Xd4O%rjRz;uuazuOARDpT(<s_=)zU-IY
z!<CYe7TfWrOT=Zt$;Y>*))fA`oId^TCc#Jh({FB&-5hOpKjr3>hkL%%>lt*cTEE0z
zQo_U~|9^C&BTL`^RR<PqtG~PD*4=F<cjq47yy3RlPtI*;Ppo>Lcl%H3?PaG|MV*|#
zf9q$K)}2eV7j-RKuta0ki=^kArxLifJ6tPgmws&SB6{~ur4!r#BMX#PPD`>le(adA
zn%KjSz3Qvhd3-3je?M~7h1-9QA5UA_@5j7*b>_=2KcZ(%^ZRYF>}q5Ne@2wnjl)cV
zvny<jy?4EOZF|Vh`juSb`L<VbiS>_vN||u{%5(n8wc4am_s0Fa72oEieZ9agwdzU0
z{j?RUB2Tbikz95C+IKbUFPUvwm)D*><S(%*qWI6Eg{!otORW<5mXp!;xYuvpk+!Vo
zDjzG&T+i+}81PjzbDPAf=KUX3d9NybZ|v!}&s@QGdCHdMGyYZII=Hy&(#e1(ou#5#
z&d**?HAzmH>8%_!W$lyz`4H!skD`0N-eylY-gGBSRrPnGg-WNwjs<M((mV32icD<X
zHicheo<FraN&I+(uDIWA;ZWI=T^&hZCq{a8xxW6sTJr;EZ5X>f=Z%@wzZPpUUYg)r
z+!GZk%cvKjFlk%Yl6}t<ou$|2E%-R`M8vFh3wpII*T!&5mDT=geQav);HHo;!H!MW
zV9FeW6;^X?vX<1ZEa{ax^Xy5;k(*(`cY8V_Exv`k7jM077I#x~{T}Hnzg1T@F@E=`
zUbTSr;rEb(FWcp&3Np-={a@y;%CX?5*q__q_ZdFFEhnm(u`-zN$o!-GpI)<PsIR|g
z{D05)1sg<J-x@q{mlV^Km~_l7>hYF9y@d%!3Js56U2Y<C_FC}llHQaOw*9%n;eTAN
zr5Vh1_*Ue!M0M3BVX;4=x!M*D%2J$*b_E&KGQ5?1C-QZ^n~%ey9}_IjCn<)zIz+KZ
zw!LACIb<=}sc*{p{+AthBNzGQ9RIt^O6bYTrL%Uj`RJv|xkzc>QCi}+EbW)xWtG;I
zyBKs6o;a<Vu-uPX@Ga9-i$6}!rg<o7Z{dA=by{>WTWunjkNEXhZ7ZBDuK8&8G`O@H
zZr^x7DV6otN0Wu6^_$mSuvC&;cFNnSd0J7)TDx^ipFavZ!L#L7Qb^T#vvW0D@5UaT
zA99gLpYLDFwgr~Pdmk~+o!0wU;f}VPZhpq%hsIZ;9xYtA)h9SQYr|6}$!wp=4DX#@
zxTtM)OVnWwX6}y=_rK&ed;Pjo%%>0k;TBC{?x<L=(7mek<mn@Oo8BDK%<)g%e=JR3
zQQO6X`=<AacPo|reMMKkKELvZRm0slXS27aDbH`mYlS`uzdm8@>yLYXd5LCz=h$w0
zDEDd2Tfw~TbJs7ce}DUa@xHq447)!!yk&YL&b1+}!oIPh|HQNB)_T&p+-gzo+KM7y
zj7p6KSk<JYQ=C3pd`}hj{cxb8Y;|YbQIEZrY*T%2DqK$Pf4bu0hlNdn3C5M$T+$lO
zj=?LhaL(i2xwZJ&$~XRVycABYh-%eRp5>Do=s&-lMeLK<qOIKT_%@bZTpO|TtAq1~
zk7~D03drm^DzPE7;j}>1`%SyQN(eX4c(I`T12fOTOZ)3ru1wy4{D8%@EyoX>Dc*AY
zz>}9N=0qgitX|DkXq+MWHLO-6Bk~T*-kkiavRm$Gt-kf_%#>H|7Skg4J1yeL>(sau
zTRB;R^T@g)iA^n<B6hEo9eFCm??gLrG-OYYS*|P1w6?eKvtay!>LVr^lCNY>OkDBd
zm1q}NfQZ<d6%G#ddzLD^R4rMqq`T_o%%;C{!Y1?XdH9z1@R6$dpF6ce&o8_bwf?JS
z?&nO&`@8EtZG6jdlJDbtj+4!TllW>f>W!|h($3!Ep`$w^ul7Uu<gBGWd-(anT?6($
z7Fskp*KaG6**C70VT+rCFV(ILJN&1yBqV0l)h`OOvqI0Wzqn?V_s?*D@2#t@FW2TU
zzdbK&t3+!;@Y+2SKV_{9lSurgwKA;qzvu4|x3;?QyZM24S@(8c3NE|)cm2wDwWY5<
z*!1jQHp%EwL)@)cj{e`O`^1k;J@LJ1<%5p<69hk(-1j~k%z32!N1TnhaM#zp1y<Z)
zha*1k-7;^>lj@750*{xaE2l8-nk9Pa^~W{Gf5zFJE!ueD{kOe$W`_J^xqrHC$*KKs
zt9M$i{B*oVUw?X-<($h$Ry|`}>vj4;Ti>la2K#4jis$2A>&3~_7~__@-^paHS1oJj
ziqOo2eGT$CQqu)_e2mw6?T!7;yVh&!a*-QblwT)p**f7YTb1LcSWnaWf-65eZw!CA
z=Mn$AP_HZ5nPEGRdQ1N0FuH%{ZG=AWxs2@<IhT#Arlz?wcln>)yEQ!1b{hM)qT7af
zwJ-V#-%EVI9(eZhhu^`b_kTap^AF(C_N+2CF65dulXZf-_k#%%-yF@97v5n@d_3#G
zYK;ljvxC$kQdtD{{;v;EDZI6l`HjI%9_E=7WkU~SB^z%lw&E~Ymw8WM^8|lZ*4UnN
zdyZTc=VzAqe6>bI$xw0Q?B3bIBGVW+%|E+)?c1)A^mk3#_kzbRQx={4v|`?rb#g}*
z)<pOVtqnh?H|3>CzFooNm(i=kbLLy@C||OGV@d1O+^1nzcjm3Sv&vMyD?NMrHi^Kq
z0j9^5l+K3ag%;^<pL~@=YuV~MUX%1{)4L~rEm|M7b85!7Z_?2{Pp-DEW?H&~_eRaG
zwMRW(y#M3<R+w9QW1OArzvv9ZM;9a9I{CGyMso)I-VieP*NP(Tt*1@-)(UW~+H))U
z9WVFKk|lrH4i?Ap%Rft$`s@2O{%YseZw>D*De>Pu@>9ED;@#U82QPm+#@Y5QTUy;j
zw8i1w?3DW|AJrs}*6t8bsH$L8V>JECAKl=Ywek(?j5E*HEH`}{XYz2xk4URGobLQy
z7L$}*ZVUGvncBK2`B&5aSp`?F{N>54Ph`CM{QSP1lH443uFZ|UFQRtY?S#dWz8}gN
z*$y1nr=0$?`I>Nrqs}I!NA)?WuDn;8RzE9}Eob|1ZN>33E(LQ}re3n}O!fJ<z=cI_
zi>ubJMOpkQF(qm%!-_A?bUDZ2VrSED@P;L8(ZSB{jL7sLzpeAD%k&rW9g2D_XuNR-
z+hW%I75s-af34fLcp+1u+tn<CAeYG#onp?qXg`V3ewB4~q7p;cm&`8LE1w^)c;U^h
zTU^4f6#7ldO2ui>oBa$YxuQf_1NXB})>aqZ{4zoOf?-|mN7++1{O^a?xKEuTuC?#*
z!|9EQj3(?iJCE#I_@nQ`p}jxOy{svH|26!Xciq}s3e2{S8r3yfaee-Gvzuk|R`7m$
z{y2E{w(9>}{<3Y8CH_j~&wVex*lPFU>kW$TtGQU%H@#cn8U0#v&eX-H%r3GY_q`G0
z5vEy_`S$A!kt_erCoyl`B=YoCf)I0J`^hEQtbL+e>_0iEgs#1y7MQjmD#`pq$&8Y<
zPSamC8ys_2wdq(9ol?=hT{uTe|IoF{t<Bl8dzRYGK2>;=<>UOoguEGoM}wXpdwlJx
zR_OOh6U{T$N+;d?HfiGjdDm_^?sBbPWq*%<d)8X5BT{yu2OVEKp1WRmv#DYx!yHp~
z7SZ0eXY!e*pEe%jz9q73|I1Y2mkhEkm!eKLSUCQ1x^uU+I@F-7Zr`;@mUs6usZP%D
zlz3dC{Qli-_obgUD3;W8&$2Oe&=T3=Z?j|8N%^DEHyZYBdpnsU@ag#lEfcteCt2D2
zb?jG<@8J+X&(gxG=^uT|?rPq=z%ws@er#o#<F=|ja>+6yeZ`k$ehGXp#ofv{gq}y%
zRNP*!HX}ms-`0(9gWsl{R`1+ZefRda%wHYex$_ki%Jv!L{5DzJnf=>@_sO(v{;%)O
zdBB}o7`^Rl)H;oZ-1!e!8VX;?1`4|FP`fqX>CETDW*ZMIyw<d_eD(Tyo@>3X#&hg)
zTls{0!RlF7<}26dCQQl=h~LjzGPU@d)`HbhTg0zkKR0>)l6}*>x|l+KelGmG^6;&@
z&%H%&GV}^&{(pU8##a{0*w>45O}6$O6UjH1k6{XHIHnU`ezWD+mwD2E1*D8qcKo$6
zQRAPsg|%1k^>&u9GgC8sz{`?;Szg+7O4z{oPR*TboAjC<bhB-r-s7SFW#Lp#W#cnv
zcWpH-vzyS==2p4rq{XMN0@D-@?PlP*Ts`aJi3dS{Kohunf{T^!$t+h0seAG5Eyo*|
z_V${qV)qYS-s+eA`olL3)#Rtw4?f*+=JJyFJ(mL)HLPoGoh`rfM9uMrYPSi7c3z)t
zycQTq>iCr3ej(Yg@Zf|4XEf_h9Gqsh&253GlTTd2cB$K&pL4s`tIfT-$9(cy@e|2q
zb#h@sh9?p~B(4lpYLnyFU(|DNhghP7#2L2}k6S}--niiOuR(K8;Vir7mmjNzTJE0u
zalYI)QJbPVx7zf#OGVNi{dBmMQX0Xu{GaRpZ8mQ*|K%?0DR|C(J^qvSFY~{*<@WXb
zy}iA4(ez!xM;@J<e6GAe#CyR+w?G})ncK1%H_c57b`bW{)jVBdRAs{2z!hmUNkjJH
zr$4te{L`Xd`Q3iZz4TczpQzwMTL<%IrpqUvZ*cFq_pJCrmXXWr3zl0BMr-Lc?6a`s
zEmWVeU{~E+^H+11KXg)`adpkYh{Oj!7WSLF-Bs>;9j&6!pYoG2XgN<=nIE^>olSEk
zUk3d7y07s_=C$r>o$D((tvzxc@%q|}&-rEaf0@BYcd>mR*zHrFoz`68lj?YoY3C}(
zXS)}#vJ;ie*|_Omb?Mov+}23>!#xi~B0dW)OL{x`%&};OsS>SQ7YgxcX3R;<I3^ab
zIAl5BTyDcq^$=bWleE&AS8ODU3>LOFTD)dF^+{#@LB(mgUtYXPRoD2MWl){o8yk1#
z@6JuzPJPV1dRt1h=+3heUDt#Q8|~|(|L&cc^4aaj%xj?sH~GoW|K_tPvoFl(q?5M#
z85QNs-?xoUdNt-9Dd*h$<%7#6hBIGPVwBQ!6IjLX)tqQNalx<g|6#9N4oABM)XsUC
z-Fvg(2-l+}o1UMI5nayVoZh(Xv&d16nKLxs%{px%s}Pz0)M&$WM$y*%r3s4;E%Z=*
zqRo0>(Xo}qoJAc*T^5>uT_&bC3ZHx98j!E;G_m0Fgm1Z`8!GB`pK0ZZ7Oq{U@ol-7
zvblT=-vQ3#@^`wk-+Qu4uXH}Ht1~-)$FI`V&x$OMt4}}kH@*{O61217j^2WuGi5d8
z7pkk@jWwJ9YW=bW>n40J{8hx&=`E@nZ5F@sb2!_tT9bEY+n3I+x8pj0b7J(S4cnEs
zhnMKq$v*iu|5enVj3;KBpTDy_k$c^H$J@N0Pw#%Zt!w|A*{|!Gu<ZGoHB}RL{oFb~
z`i4%&H?M*R4oaz8^Y-btmKcQ2Tvk|Xc(rmB)2x-V-=CJKalZTK-s)I(9o|Et-IsMs
zKTlkdc*j1@Z2#%-3u}s`j~g4FEqyat>v+VPvXa$v_pQvaTWxB2TR*Y=OxVYp{LeX8
z_$^$rJkhjzMcJ>H0dK$hIQQx9whp<i((~t1K<?ZH*Ez4sDNHWsR}^}5UTTrg<2T03
z7H~23Y)?NNqG}bjVG4h&$71c4-1%?z`(y`jL?uoC*>+<wXhwa@){xAit>2@$l|OW5
z#`7oN=`jkl{>EHyr^k~hc=l9qfmZdU%Y9yx4Zo!PDi_K4@Y6uy)C#t_6FSs_EiZKb
zTx6P8#lGq7&WDGew>xa^h?0Mn+*7qK>+VMH$0mBGYBP4uR(mcmPi)uY*C!4Ou}@*G
z<Y!d*@s>3>uSNBkQqBLoE%OS(*5%G#!1hjHMX1KVTE|$6hOWSZ%6n6nNo{+#&Y$a1
z$syKs4~1iP_ZB^Qk~c5+e(0HNcjtDjId8M%UEZ?fT%GR+bhxJQhL?vQ`+R2C?%aPh
zudYv9v#+6HvR>rhn9Ws1>MA@z@e5~8^(x#S|CAw1^tGISU{25zdB+^TuMUs1JH5hJ
ze4F#vfX__FeW7vV8#epR8};8LZLX3(+^&-Rt4q$Y!ezoi@$XMLc%)6krp>xqy>Dv6
z+AT%zAAB(}Zrm36w<`V@_t{sq>A#NTzC4@Go~qs4reY{3w5j9m*;nFo|CsGBFk~~;
zapM;(tT`@d@Z!eG<<e1^6Hnij**@{yr)6nhPjNM+9MCb|*c&RAIJLZ5yh%!Q`t46;
zMi+SRwXQf&`6O0h*2gaC_fCb%QD5`|+Nag;(AA%{PxK~3d8K&VTHXBF>fMWNcwRKv
z8!df!Ry_4gF0-W%Tk8ceV~qn_4&BgHjJsX=B=V=Q-3*>Jj1%9?{4Vx;dGyuws`XA=
zgwD(taIM#^fAlIxNmSPSiGRzH(8upPe+u6-mu6dMZ(6U!lb-PT1LsfS+)%$=PFL-l
zjSDK~Zhy$%|H3onfq#FcYeUAlvLx|`{+*RQ83I<5WqBC_`y(ECg@(ku{Bi7KePElv
z!o8U%Ivo<7%`W)5)_+|$XM?)Yba_1$QLl=GiBWsz)qA)29Oz|gvG|am|IkhAOZd)<
z%RYx+FHV1R_vm*I@%zEuo$vJa-GB5bJA0)<)&AZW3-2XM=%lUK#p7rjXfV~+U;NIM
z*J0MOLgfqgxJ}a&<5$(tYk2r!^T)kjUvpOk$FP@jnCZoIowd5%r(SYIc=ZfdO`E{Q
z_7jd7JX>-kIYjPp#w9_fBtwZFft5L)r&V|QxH>OT^3DnCoN-_CVtGq~NS|8y+u7VV
zUzN|E?`vCr^j7Pg^_rGDxOd(UD*Euc#*?{YepC4lhhq-@0;gmRb)IBun>{?exGaE2
zdD&g5qfKcs@6TLGX0ThM5)otcIE=^I<gtb9hfRs)2Dy7~)IU^~npCTr`i`9==)o2%
z9g(LI%u_G){N@YDyv_N>uYc_=S+|*;);*gJYusmBJSA*(!#k;Gk4?_Vy4_5ivi|ec
zXE%KVo<94#+U00P^6Fm;E?iLh9AN)$!rMFRCk3on>ccrp(<5v9U5~U^3%>2yw3d<g
zaip~Dj8@58e~!o{`%YN1)BM-6d8L}pvn`$a+x_m}XXjbU9%*pds`^Q~krLOhbqk7_
zLZU7mHP|a$qRsYJ_Q9OwtMMz&3yL&*=}ZxBH=5;nPDdwLV9ER#R{iyTYeiTBCgfV>
z%PU^Juws^1k!wcx^h?jgpH5a4Kebr#mXw~60Qb>b?<Dh=GadclvF3rn|E$CJOjhz9
zi?eutP-MfsWAo2NmB*INxGvi&`)ulN$M>^V9N+FBc{}l*bmG19&Nu2;vDJPJa@!Cf
z$LRdl?L!{R^KjFq-F12Yc1s`JEx1Se;Ln3@1^Ri@(&y-(kh*zy#%}4)@+HZ9&+kUR
zS9qtl|C8Q+x%z#pf;ScKFF$kB`q>-V;&mHX>a&l}DLd2O?EL;r&mOJlPapVG+`g5T
zyg#4fcIv@)bvL8OK8bNl?9a7_pXvT%qaOV2sGP-i_H%C=ix)1bN_%kUx$pD#uly52
z<|^MR`tfS>$`#jgxV(4v_(c}KOEHb835n%mew%cRFJp(9NYh+XV=sk?f|>g!l&5k@
z*R#K<eRSn|u=3JPUROGwD($=Rv-F=-z}++H-c@UkIq3*2PZqq!t(m~ey?Rm8qGSB*
zAx1x}H*_t(UiRXM=&=ih^B?i;dF8xOMfm!K#`(7CN};m%wR^TUhn-4QxHLicWzG8+
z`y<`fy%!DYS50hK<=eM>dd30nDK4ii!q+Z-Wpmm)Br`kLRN;JE-?Bt=&+Vd}duF=x
zcKx<ne6+%#<D91o^OQE5E{n(_^UIPy&WSy~a{FAtD)B5sKiMD3H%=?nuD_hL=Ukm>
zftb?n$4{esRy!{I?Uc!DWU3!p=iL4A-2U=>!@fTc)1!Op4gZ}~+{nDFp4nij(f)cy
zgILYa-3>22wwYZ!{bxDj<#ke9c#eNRy8Uv;`o8?*of9Y5$Jgu@%J0aZ?>fIbKm60u
zA7x#s{@0IhfBoyb$ivJ<x2I+`-|n7aV{%<>N9^J`2aPKKKKOQqyY$AT*Lnrs^)5%g
z%x!!dI9>JY)N|a8tM+o{sBiso?!dP**SIEa^7*Z{Eu??>^XrfQ#x`#9$xUc1YxUR>
z$TTIVE+*i-abjTk;-X7I%N7Vn7I8|<z0Oz~$~1oxr}%TPa~@hVJ!%W|cRgKxJyD@`
z{krTj^?8*qTU~Mv{IJ~NqPHj^#pIe;fKZn1cfa{votzt`wF?>pgTF6W++^!tXcF#w
zZH@6?wp}8AVTnQ;m=<WA=krKvIQT9}YtofRJrf=r;PY*r85@<8dLKIZ-Q*q2@OhcS
zj}vRAd#G+XHM{ctlSU6V+b@i_I7M!qx_$oWJK@f}^?MG6MJ$lGz&NK}G<)s6Ra$QM
zMdTOrMEez4&z4v2pZd7#MsIiY{zmJSzqLOtsESaMHP~d6P$HnZY6%~Y+S00E?bJ<M
z@0kByb@9zSwyu349Rf+_yIyO*4KX<2@z=@OkZC^u1FzijdEQK#)swh8gtcyJ&oBs&
zSd=4l&sYCpSb6!(4|W%yemk!iSmOS4^P_!=*Rn01+!Ov)Wow!0HsAijgUST|jHnYW
zYeml}h1_F1!*gm;%l@V6CcV|46D61W-M=UN%ikfl+W*C2x!DqPzL<GWdvQ<Ls{Pp1
z&-?#Oop+%y=aGq`{r#;EuU0vgubuX_+Q~mdYr>`$llQg@djtM#wOwc$^=P5(!t}oH
zr)(GAT;sD)NMwPa{x#uUug}eocsk$DN%v;#kI9}zjejS7leyCV^hD+KgAYZE0<!aq
z-IjfN_V{Yo@uhRyKP~8Kc%1xt){hhWzdo8Lw1w*h#}}_za{P0vHZPXRdo?d4ePOD5
z_b*Lfk)92_PP6*FkD6cMm%MV5LuZEcW5?fV_mue)4le0$tvt0@S#n*mF!wT#8DHku
zJZ&pjw?Jg(#HTOQKTY}RY^bzRdDi2DNv-QYJ$QMskNx_;L(|U$zw0ctSNGrfnw7i8
zZ%^q*wh#Bax4*M}o8aUdr+#nO=Q*b@gnWzXS^KZE;`PtDtqZ5z7s$6gv2@pM3z@}7
zr02|ibYC=IH)L<YqjS?AuVt@)D3>q$v0c7vyIfXdTm8Q8m5(RR%Fb;6FL&X04bQXb
ze;e#?|BfkWJn{VZ-M!~ojaZhQzZm)Q`Zv4%i)45G%-IugZ26M?7k}U3?sy!1Amp<D
zce~|>*g6{<&aT<?`}v-X!q)z~-QS|(wrn_d+`sB#+sE2JHk!_#yR&QF>^;9<?pUC>
zZs*@=G6n7H?>(10xo`dVN&)4H+BZj=SLYs?#_7&;Z14H*-QQEI=8J!iC_B?Cnrc?q
zw$ZlM_wM_zr_z;<OndwFRO=_Fucy|p{`*<`)zt4l_iSHP_I>f4XYP?7Qs382x!Yf4
z6(6+ynYroFmt65tO}Af8komUELVVUEme9|arrmp9m*KI+x3I-S|Nrq>kG_N&&z`?O
z;zVtD;OBVdCyN@^<_i_=U%cYycFvuvJXSuw+hHwSuAG-|^)=Tm#`MkeeEa&(pUVYY
zJMNeKdsXa^8~R@16yKsZ3SM<v>TcHfeHZV#^rs|sN47`1{2HF+&p$jnRPZ@(Ux-AW
z-KO<%5_$J-Mo9QQ_E_D(Ipa{ll)cjq9V(EUWqrfLJ+}K;^v9XvuRin~D)4wzlo)=c
zRoQI%zRh|u)2@c*8SVe;{_4<Ft^M2IYU=D;_3Eeh{EKD>PlU|br|z)(RcQE;utdK*
z&YzCn=Xopkf0DOq0MC}yyEmwRdBK&j{hQCDyo_+>x(ELnDg<wR^%Z3jxbC?7mHvZg
zF4H=0=kHqZbXgGNNypur-nshj_1Us^d4Zl(v}yUud)Gr(aC%kC$%SlL7JATb$IIVw
zzr#b$-g~=u!=<E<cU{~!S>hJ&=u32P-EeI3hYgLqI*|`@nDcX$rfgoi<U*BSz%QK>
z73()E@0{qxwfEd5Ue(m9^HcV%U*faU?c&ANzc-b|Ut`m2ULG3uIUuki-YqR8_MxTQ
zhJU+Ga$F0sxD}+I%i`bk;<0YfpZU2gtNpgTY`8lA(m(I}YyMqjF4I4;W&V13%lP|z
zMt3Xr&3d)>r%k+b^`_^3hjsZkKVOu5_@?i(8rG}sQB`_PvI}PWyVQy85%zxbEB`U$
zhyKfd*t$NlTQzr8%l$vlvc5};p-43F#7cur*V&h^ND~pUG}XKrb5*M~^jK<8_MY%#
z!Ii0cZ<rP=FTedvhr?{nlLHm$QEGoG+}MsXn0Iv+XUF<&nckw&rN3P7$W|-!t502G
zG*<oH9W-4yr_Er}ePt%?(rFue{xf$Ky|O7PYS%m<c`@aMbazo!QDESW7=e3E8ZQ@T
z6~)aKXZoEim0cAOcVd}xoZZhW)3X=Xw$y!}<$5&l!ux=xxag2GE6OiB#Ra_I@ZxaW
zq9pOFyEWW=kM3Gke)RmspWoQUMTI4vpIekP{mSm;VxqeP_hv_jynomDI<i3S{*DE_
z*Ec6J9P<hdn^kiuL-g6~Bqr?_${e@Yo?2b=aI^fRDA8GbL#VvitolOI{e3)(RkhBX
zRn*PgtHrcqLyOdk+Zpy8oLc4$ELZh=UU@1P&O7QP`he-u&w~Csv4@3TTz(lzB0oMS
zTLpRO1gdYlT=Qb4ed(?8q`Fe?Lf^KfqQ?A-CTn}owp-Nd!Rc>x{@a5!Vk&{TA=gc!
zBIZANrq*Y7yzKD{SFy`ZNB5~qN?zJj*U&%tu|?CYht}o}oi-NNd<1`Umx|?2ku~3R
z;A5lMI}c{>KoyxHZk1C3Q~ug4kakOGJ!%^J?p0eL)3+O0cct#RddnJVZOUCPxo?*=
z8;8Qer$3kezx=COJ?{HQF-zUv=^@sS0{-&84&beNw4|%w<<=$M!}*_B`AeRx=F|E#
zyQ0r``O@qw3k$c`|97h7pK>+i%j2k9508D4Yg?EWbnW`->JW|M^(&rElnc4Hc)`&}
zujkd*SMu}w={krdR`NehO0o`S-I0|2F2t1A`BZgD-Nxyss%_43-rpL;zdP$)*5)ZU
zg}7Ef5k67=<EGY6G2Ks{xy!ujTxQqJ(E7>r%_r)^>hP2NPc8>dtx=Tnaj<=vwb?!O
z{h~)nFK21}bn)e1GiiNrZTQrhO5Xt0`&SjeUX%=ca3bjGpHpv*4k*cos_y@C$?7rV
zD>Y57@0KBZmZuzCc*$~+j;2M(5;<9`kUd{3*E=8GEs|HZVnf>QgA0{}CTz)h9<XvQ
z<J<*pvIh&!Eew+R^jD_+l!34B_nnr%tAow<{C|=W^X9Y6g1tedKCc6A2G}^h)$Zx(
zT`3!JFsd(Xdu>Qx*v_OY&C0FY<^;Z-8n$Qclt)%MZmG-vZCiL<g=2}2qeocOn=h+U
zr<cAGnBB3`YN4*k3)K{MnV+mFhXfATzKC`ZSn<jK(45(34$l&1ow&y7R3&TVe%8Ie
zTUW2OSTRtf;n7a#DTWn`y;B+{Ob<6Xc<9&U-JE7;AIGZANT}G&S#~v0a`xvrSLVAf
z-L37QP<X*V$zAYP`UXZz6^5hb=lW9q#ya-(uD&k6^|c(wny59`&wpB3aB)V8S7y?t
z38zv-8BT4R8m)ij_4=n}RzAmqGiII4-uo}{!{&y6$G7p_lbgVs`*gZ&^&ju*$HHg*
zW3PVHnQ+)_>V)MwIx?y&DlP|jFU<bjz9P;(Z=pw~mTH9G)5j-lJ+i$EcmKL@(D=vE
zGiA!Z+#EH;tn8a)Zgq)IDp>Vk@0$fa`hn~1Ef0p@+0Dc`^U#^fIq$o6c=;H=c6y@C
z^{wCJNHq7i`og-6DeriBcgt{m(^{CgaKiUbe|}xqu;SNYXXnFvrfwFHdUkNS(`UY|
z;i1_rZL^u08TY(cd`iJ&%{h~Phbfl3%}myW?)7jwyyx^<jaRJ;6YsUM7pA>o^%i$J
zykYerm%YX&Zw{(9Z<qOKW`BwAlf#s)AGHj=?RA@Lp`^NjWp01i(~PHYqtqmK_NOs_
z->}hT>fC1YuAP!iiMKgqw_NAqsV@^WjZk=XWZRQ>{mqVxRtRc5y3-V-?DBAtR_+^<
zUry&aix@qBmmL&yT6*9B-zMc{*OUG`{5{ln+wZG@p4nQ?X+Gh(``Y`$8CTA_pUw1P
zSz_6O%<`kPT_3ja306z)iPKQN{+)?aB!9swJ{#ZlVQCZAOY2;?YPsrM@p<0hm=#^&
z*ZS0?wtTd@_V~aoGykQUzm~sH3~yVp*>0CF|IWQ9>UsHvA3YPBtL^%4@uvUb;y=F|
zeF&OZFMs{7v+KX*w*Q2Ltj*Fbe*a9?{rz*&zwJR!?jOHnzv9IH@;=*zC+ef87PFuH
zbJ+7&)&V2qgj4#Sm!{7V>wG6Sx2wRw_0<D|9zW0Of=T}l$*sRT#ePx1T%XKoj3zm<
zOTVhr7QMFKwq@E9`7NG%B39(tdd8c-K0N8m?Om5-Cf`-PuiGp6{dM>5C$4t?tESgP
zZ;x79y~nug%;hywKKIJEq<bgmZgSawFIH-DjnCAN^$YxrtR7CXn0)$9_UfISg#~4A
z7CcIdx^nQt_iM3gceXFi>)hd~nB&{@tnFvJ|F#1cVjis1^<>s}3lQwQYUI|F5N_b1
zut(mejQ5P&TRrAwmo4HhH(BYpT)g`<aBrJH*Gh|qLl<|RKCt3Lp+H7;j#Yv0ywhyq
zq5D=JFW<s(ec{QtZMqSKc0Nt#S>GuhlvDVyPyN5=`dJ?HG<jG5E?96NsXHU#W@`G)
z#@OeY98*~KO?)gAnA-6Dn2ktv4%=Oo{R`fBEU;Mi`gC7F{nf+u`&X{>ckcglY?t!k
zGY{(`W97Y~ZU20qTk3u*t>*mvHQVLugv@{I{f~A3am;*5S%iz3*q?Hr<X}r3-*X4c
z8W;8~e6(vPv)tCZ-_^4}B;1d`zxIOC{rUVeyK3rJ9oo41@$1AK?v+n<BI-qWE*J`3
z6n?=_6tR5M@|f<$mr{6a88hc@J9T9x%OaoK3xtI(rhH+p+_OKU_x7XacT<kN{O}@*
zHFW<AZkyy6J4@=1yZ-Wjd@83_Okd67%F`_uWaHhB-C*m_doQ}!y1SO8G4uS#7t=O3
z-Y#EWu=n!nJbrtAyVJ)XE!*&e;oR(5-*kGOe%|O~8UJj4>B<KOyZBH2Z}=Iz^Hu%-
z_<Nro*4O;|U%x-p=}-Lm^)`R%^J{rk!<I<jZ(peWsi5Y!z1)X=mKw(MtrP0)zJIPg
zyFBYk{l9Y_^>2RL9XJ2G<$drk=6ly2+W60@U#PTO&y{sbc(N>i=tRf6*|WNmb(r2~
zmEU1hKeA>=RodP|(_76}=^Fo)(0oy2;_lJ$H^-8zon_Vu>4m(;$Av5nR|L*({K&1W
zf3vP^b^k0oCgrt9_vmH?R<pZ$OI?5I7H^dtz`Eq64y)s_#zP9$t3E_0ZAkc)+tcL6
zZeaV4xl}12*~(pbs?)zKnkkDdx&_$h_P_iUxbT`$1Q%1vVkO_Vd!kjouAh6fvQhf)
zgfkAQ=WF*A?&4@a(2%!oeFo?6oU3BuJymnU{S&!wa9@_$K8yKvt<_Vv=SRbN_w2k<
zKKuE6^D@SdftwnibBpqYBznYa3OK$tO-(LKX4(1u`m$+(Wt0C1#8hqxSzFe$@r~4#
z#cliQ?)W&D%J6=dn`bH5Jjq{zOYhbvlg-cbzi;#~T)B2}_1}Gr)1)si+im`Qr<P4I
zW5~6yzYSdSjn{`U8x_PSK38%$ZG6&dOPbb$ms^joXDWZpXmmx{L+^|Ey&0*IQlgI!
zd$LRJmcAOpx6oEf>6xsjuJS2q4yC8O*Tk<Ddoo<r+BP-)^7?NJCUn*?XRVLk8nt-p
z&!dORcXSC~$>xe_Ww75e*T!effq7Hp18>v{ykpd2GzdFwH7Ru3l6?z&w*FU)7VF-_
zalR#hZR54&sf`9rf({~zRoi*kv;rJ$uDm()Kp=m?gLya06x>!$2~>%D7sg)m-si`W
z%TpHAw48i1bHxpZlkW2vO(rA;{!Kk}GCEdTGil*_7V&8F`X?20@3N;P>~3D{dOKJ|
zE9d$PQ^{l2Pg-Lmyf;1G)uNkH@`H(wou`A(Yr4VVy)*A`+bgl@d%pgDtIp{Lt=@Ah
zykqw7t=XcSf3?8-^R?%nKfb!{oum6n@4>eyU(KU$pXT2Ay*)f!^SjjZxn=W1`BGVo
zCHXa3>RC%#X7w7JtPEpG@pjn~_BLCPLzi>Sv<gwBJvA<U8cj3GTEnMbIyix2YJFDV
zj%fXtA0k*X7e~z7`m)1h??Hui1&>y2(cX3G%9V@XolK@pstK5JvMyNb^nVsEhMj+V
zD#HTHf*!e=yyp$7Xg(8GBEh#obc%A<O2ZWMuZ~iG4_@0MY^#5|!t<1V2-iUk6~2WQ
zd28-|{<$)KL#*Y^Tfr}X{`TAT>dbNT$C~{sDy$Z*QrfbF?W~{Ui>02sVl=XE{M0x7
zIdj#E%lg?1j?X+jOJC+dL?`oJ;SkBo{KBVgxGr$tx}?};$hJu85bI{2DaZ4Kj>}5x
zZYuaWRpIAt6D1vy;u;pEX~~+7QRz$u{fo@6d8o;-=!;Bn^kfQ{QC+M1_eiAJiHtU$
z;Jq)Tlf&1$Dj&JN$WB|HW9p8*_a5%wzM{l~A!q4<-Dz#J7u{>W;S$Kt<B_VPyL|r+
z2CrvIQr~RYU${gSpUDl)`Sq<f!|%b7`$0J@r{B$e%l+_j(WcN<3{6J0mLY0A8Jg@X
zuNVrRvp!~)8=4a!oVj-r!>4G^6*mM-Ie4o~kGi=&b{3I#&5>VpBfv`YP=NlD8$4Sr
z1mpM`J}!ID&1i64)!~Y_{hHP{y;0k0>UkP=8n-XxVY`2u@%?A!_3V3C?|u8TNO|HF
zx3$SU4{R^WF;>L8?VA{WD5TmYk@3T{Crd6$zElva*<$SFctQFq%LmTJ>5Tb&XD3?j
z;r)=eIV^Dh<oj$f*F**SRyg)VM7_ON`{R94ZOy8MImx>NJ0m-d`yNf?kEmeKdwbxv
z`TDfucCXjpw$6R9q%URt+l4pGJ1ZyMX>OhD`tZaj!F!Cecf4(5RI@f)xlyd;%EX3D
z9Tk=h6^CuUh239$Yf|5iR?iQLt8aZhvSYt>X?C_HucFhYefRp0gdI0uU9HP6dC1%6
zET?~HzWpSv?`_P-zO=KNdOSXwF^whCNO-EVgGI{cBNeq}l}E}O>SuMd9s8Kt!XQ+2
zF;rBidAVd^+eY4-%mQlJi_Z0>tw}9D!8zGC;{0WXfRy8U5*y2<*5s-#h`DN3e)Ra!
ziR&J7?P5qZP<$}gLhVy@{M0Ke4zRUl>@l6QAt#Do+F#Oty^_7goykuv=X`9Amb}Jp
zetpfn?FasMFQ2>p-k(p?lq(**&5beJ_SES2oJ;c;Sl^c@xXEDF+B(^{+|{r5+RT|@
zKbTjlGE8Q=ZM;+F$;HhdTU1w`Jn*&E=IW9l?wu2KcyCopPB3xYydpP!oxN|d?Ywh$
zUY@-BcV>b1%zZJ7FP_M-QQEcjt41j!%fv^&=5F=bvFZGy%&@JT7tV<&2yI)IzUNN%
zmey5IIDE=Jom}-w_e(;?9xm|(ix`hv{1HD|cQ8B3!TmXB*4mh?tolsu#V<R;B1@0W
zHt0Mpv~0)R*b6V1o90+Pe0S}VP<mtZ*YDB$#Is5lA7@}+f5ju)z0mp1{UzOEo7(%_
zA~`$ER4#`*IM0p{bkKanVkP5lufCzPw($D}rehWt1X90M$ugaHTgGytD}1Yd=3j%z
z4VUivzS*9qn)<9RBlQ9Av8iYK0~3o~qC*~}vUAU=T*`i1aP`X_joMDyhij%bhP7xJ
zc!hOqEV|3JR^xr-1%amKuZfadv~I9SNJbr#T)j7IN)yL55fLRrzHK5`WcXiSebTUh
zv4modqSW`q>YJ@QrLN`kUP|Jqn$`W*F>1dqn*qnAUF=PD6%)d4mn?6;_Vxbb$&4(2
zt7<OYSnTxr&f$p9n{H0+_SpL7$_8t#>B=cL<Tt$Fac}y|@P>_H?b03VH>CPxMKuWN
zIB<$BxWL4~_d=U_`!VNPcRLjM<$@N5@a_>1SZB0sk@Kk^6{WLp-3e3w7g2v{+5GKc
zDZzplX6BvvY@kyrQtWco^^KY1)<Q>>;!d;X*szO+e4Wd(j(l0s!De0@A3yor%+33+
zuhNyd`GK)vcWUv?=qPE?YkJzsdGEQjIG?yYdfYF!Z|2lL-@pB5ei-eLjpf86Ga^qs
zGBUEXv_L!YD7x>>DL$EB_ZP3=Oi@-{8gz+6FX4dvw)PDSzYnbVn)tus*Y;iBO3gf8
zp{v~OzpZ1ISztarWYVXDD$R~YrSEh9{kXrdR^INv)f|`PpMO^GnSQbJRkdY&-H*@9
zE<N0Ps`c;B@MGUs&U5{A*thQd;yZWr{$DhC|MQRW%1ZsziD&m$?0Wv^z_QqT&q~a_
zW`8d3%h%lBfAenLuajYN#`P~f!#;m<tDS0|b#M9SZol`<d#a<KoqrjnZse?ZNlE<F
z`K|9CzmU80$m4~!-u(JslPbSF=>OSm%yYQ@-oNL!>#Kj;=lA|w{NMTC%JrYkdD@qq
zm|y>I-_x(N|G)pw^-uKOg{z+}f9;A=TB*0;Puyvx*~jCb`=!b!PfnE7oo@Et_jP?x
zyI)FLl;8U)FK22^HV?ab{Ow*FPyMNx*E!iD<EA}6{#NOl`MXTk7kZOQi|RiAwBPmJ
zPi)7U`AWtL-R$D`bS7OlU%lqk<fqJ9Z~n%tdGR=|a!y>tG|Mab@4xQ+oIUS&!M}bv
zw#0k!pOii0Rz;V+t7Le-Qs|{%3$u>#PWjfob@w+hSN}_?bo_ks@1_MGoFpA(TPrKW
z=2*|{VicRP!YelObG(ufcifUq%}?&S1|@9m44A%3$1Qf{CZW{Bb3}L6U;Fr2d)i#>
z{l$}XcZYo6dMc%JF1w?7$uw{2dW{3uimkUV_x@@eb)#kJj{2=t&T(8<`u=6dE%Pe5
z6}Q!D&b`zb%M9yRUG2ADUNt-Fs;&N^#e%Qybi_G-oi+V+$ZkD%9lsur)Q9qpD{e9J
z?Fy?ah*@Wpe*eX{qaSrwS9PSQcCT3(HZAmein-K^@C3CsEqk?1yZ+30({Qa<sjqWS
zWXU@{v!k1eU5a)E%JEJ2UHi9o1M`;);)*^@D;`%Kc>4UIN@gXSRFKc{?Ls~doN5a$
zu!ziR5b{N0HfV55es>bS@LJ>*%NG+yTVDrxUk7;~2Y=xUms!4CWchNCrROyFQKOj+
z6V(!~a0<LOPXE1Wd3&GLjmdTj`i~?2Rx(HHRv+!Vzu?lM+fFK<d`xwZJQGiql5x!a
z5n$Tmq9r{g)Yz_MdY|0YFK<s*2K=`6y`S@kukw4JeR^z(-HJcY7p++7m%@AI4Bsrn
zomZbs;$0~gAapt?_1cTK2M?V6GFi0mYh}PWv*>U87D&}3xWBG4R@*+SrE29Y-e0F!
zbA&3ay1uSo_jLc28qMSnUw*7Vx`Z?3TbZm{?XnqDJkLZ<o!Km+7iztNWu1Uj!^Grb
zmgJJB%WplB&*ahkBF44TA<JXon!~rBMqGEb)Nya>n`ocXd;MaA^tGLzBlm0F-Z<g;
ztJWl5(|f^2=SA;!-tsKD_{7YxPA|LXv1g#9ez{!hg<H<nG2weO!hh^>%HnutIc;X@
zt%*?=RBtxzy#Cwq-s;Nb&w>rN$}c#)=g=+n$m6lAoi_HBzRiz3&ihMtb4iSz%j*iJ
z7m0PpSfWd1)}F|D#mRd$$}DARN6tLYi6^)FXZ4*Es(g62_=<f&AKUjZcjZ5f#U}f^
zXDd(qcgAwn&o5nPO?c0qY<l@_wsJw)33<2ekufVcuV%fLQN6PNYCg;2%~l&+tc@H+
z{s+&j5Sza$v{dYj`(uBbkY%Ac%N{XubPFo9EG!FhPH@ieSGT<}JG<{kiox`_>D{-4
z?mpTja3PT|^_%X;3zIru|9BE%x$sKJWXXTO)7I$9UQHF_K2!eDXtVFbpqYC<2pBDk
zDKT4^Q`z5^yY%y0t-S7<SMzMy<DBc>|IVCsteUY{a<aemT$A}5?-dp)NA@=A$DXQM
z`7VozX>xSr)%`0Q@7~(<>w0DXX3@sU_kXcYT>J4|;*295P3JaM8nuLJ_+4;p@N}`Q
z`=a9-5zD~C^+&{{AXQc@AZxS!vc-W{c=Zl`-^RthB4CP;)W<N5xXO?7A_R6B_xVXY
zUaj2u%WPM;-AogQhfmXOmiWX^|9W}TWCeveq2_wrjlG{(DrEK;M5}7IPdxQtYT)H9
zn|86+OC9VwUd*j`VE-476`vkInR?@I&w{OTcYa-;>rj?^WZe$w6L}{@tfE?D99BJE
zeo5m-`(@|nI}5EGSAA35(bu>kyxFhy)#Xz);T=!8Of1+gFBNBccWw9dx4dk&{8J-@
zD_k_14n16O<i>JCp{jsipToaxc;k}N)Oydt@{!N=+2<~Av*BuW*2%T!5x00}$n*T7
z|K__riYsS`9xC8rJ8CfJP>Oisj%jt94mn!$Uy!W0c*6YezqJN3v)^{CICwem&*a1%
z8!c|~H#{s!|5u%`qxD;IqQ!qR|Hg+-=Qp1H7JbFy*HnX;-1hv&hb-rJ>UqdI+DvBK
zK4F3BK|#$KJ#%I^9H^)+SoGlm%Wt2wx}euvbs~ZbpBcI_bpKm@<iM_@Pvocb%gkX>
zPLO%to@!CgH!1m%>%6OsE4t;+U$m}h(Rp3z{7^Y%k1I#nzVcYDHD|+|XEu4AxKbID
zX%zUkPjB{pOQy>ur{CY=z5BsZ_^ju(@6R){@=D*FRN!!$^`i5&_VxrtuFcG?k6y0S
zN|@F7s_x6%QkT%I@}OeJsOjy^a>*^mLcI$fheYunS-3_2>*8tY{14XZyS;DN))^(w
zd_%4ET+Wwd>yTSq%eMS$;^8=OgfBEJL)6Vp@!#VT#_GfB=jQ*u&T;i_?uptnKEF1z
zX<GIEn*Qs>+W1_t9nN8C3(bROHU>wfu^jRbE0}z;ZL5BK;$8jwd@cQN=5Gq;pVN0}
z<;-OptJ~xbe5{)%cVOkLRl*D94sc2&s;_z|;eA#8x@E$;X?~)9+^@d6-fCFfyM`@p
zj`;LUX1k4g!G9}`zUMr-Wwp%y*ty-NnogxAN)1!k`({c`4vDxf6WEofx^nrn8->T7
zyYnt#-nDXGS?=7+btmtd@IFqrdG*=+Rq&(0U2I1b3}$)tEPLuyS}u6=@`tutISOI^
z0*|HF{PtR-#(d@SfqRq7%in&|mATE8`f1v?Z+)NDg(kh#6nwlU^{PDYg^OP^X5Boi
zdgI`VFVX!*5*2)UZ<+ZyViRwe?On&h%FiMrw`cW}0}&rh*!y2HJQHo``dxN>$-8TJ
z1F}xP6Jxr_vGmfxJzPt*?E9VA`MgA5UUy!3DC}-i5G${%#@5I<)`cO0_ZXI*+ut0p
z%D>D*{F9y>=hADJ4}4QUy|kX?WzFnOjY~ey{rAUrNwMJ8xT%(xc6#h@EXiwBy;@sT
z^{19Q`KoTsiwm1{PW5vycHJ1u@56g!<5L4wb|q&gw`YHo`zC7mxZU3y9?bWA&7Nho
zN1V>B(X2cx=UdVob1=Z<A?G8_=86?tlsg|h5ekh_$WnYh_fBog2OYkT(>TruO<46e
z;_vlFzJ90Ojz;obMV;@yx*blB3tJGIwIr6QV^`5MZ`Ic13xz#9r?4&vdiBZXz%c<K
zWr4S~9?j0%Gvrd|XmZG~F1+z5?8(}bvr8rJ&7Qp4>TCalde;0J)BoDLZ434Pd#7d{
zc>kcj^xh&)ooioo{!O2?vHwxMV8Djv|Eig$_iXlc{l9v$B<@kY=999<|DwO0tbfGY
zOw-8TJl%HM|Il5(>}n_Mo8=s=y75__e0caQg-*umr$WzzL{_|;^`@_6|8t9WCjO3l
z@AZ<|Tjrde_O@vA%Zy0r;9EIXu_A#5qHN60$6pn!TDWv!-qurRmrXwFxWs$Q;g-a-
zOJ82PRPw#tG+qD9r&unpf>(cfmz)+2Y5e<PMv3RXX9q8`=ie@Q%A;u_KRa*N_XXS^
z)~$;bUb;u@==)|4&-{WjsjBSzQeSCKNa&DbY|Gm7E#ek)Qpa;)V^j0gFyF=H)*=60
zHJBHR9i8Hs;uomYax1}c&lb_8Qnmq!JEdB8KDcev%^-GR$q_C?qaS4={7V=o=3Rc4
z@FcWn@*2a95naLY%`4q+Ds*d9XCIkmVD#jKgQ@zDC$;X**-YW`2d5m<Pl|ba&)6dR
zQ)70(i3QsZ{j59kQgG21(U1qpGS^HmK0CVcLi1`)o)G5e{3+(98zkKLr`}lF@hi;t
z;kDn%Ck55qtST;6_pjO@QCcp`afiK_Eoi3Pw~BA`m=FKHQM-uI_w7CVnE9DMnwBg%
zqtT$hYofx@{hU``WK3Wa6#Ad}$jEGR>lv4*>DQ;JAKMhxzQ5S$=eLR94s%TA+%P?3
zrq9ebpH6t)5o;-6{5!X`^}#KtoaxLPGH0xpcMraJZP5m8Yo`r9>-f%}UiYUub#7;$
zIOlH02bI?!)jRfk9*aC^sN>g^(;oI(%;TZBX3>Mr@T&<8O|#R!yUH}Z&-Xc_U%P&{
z&Hd*|cc)ZIyeYE!edZyXbd<BaL*6d+uM^B;begXmKKFM~P4$-d`QElV>R+{sO|<(T
zZrqal-Y8bx$Z%1^;$F3XthdS<RhtDC9opHveRuxS-0gC=x3Ilby|wMu#1#HHxdL00
zuBJXQ_@Q^pEO3i**tXiLKjMdT&uy1~`MT`FwuzU|C4R8ekP3I=)=2!h>rmn+(UgFX
zY|gjCHeD`q<Yn44b>+$Dw`*q@e@&@*p<t$H)0r4=cxBqeJZEhggV?<RSweT6Z%<3s
z=h(RZfQsW?hb6i0C&Cz*(s!Se{>C}w<bj)<H`iTus$%T@_2~FD1O0C=?>Qby-hYP6
zt)|7dkGt@mnT5Qs&voe~Zr3jT<aoE-rEc?P&cNvnmg;F{ryZ1z=N~saTzd3q)2*<W
zn4X=V6au$0A1s^6(zn(9>9Hlx7M^o(ZWZW{TBkkjB&f;jBpk4ali?}r(W5nC@=7-+
z#Y<10x#(6{j^%-GyD!d?RlB=Z-}_~%=3bqp)0dj;|93j5YSU7atXYrtPP=sUO=;^X
z=6x#{#~9^Ev$(|uEwo>>Zb6JvsfWY%1DkfKSMSwvR<#H?tR1v%#@V>_pFT1%2vzRi
z?sNBA{En%6<8<6#f4uoRRi>rrXRyylhE==Hi>MbpV)p%bY^~SNZyiOQ%XY{gSiC&u
z-0Qo6dQ&efiZ|`kF_!n3X{@Prp|OW|@p;o7_bOKR>}C7>W=812pWhCazrQ-=@*Sgv
zHF{6_b^2EBjtmaUh>qi4X|?%8N~d9bOnu&h3&Ls)UGIbzYJ~sPo%q1m^+YCvwETa|
zeG2o`pT3V?CS(>6d-s3id&ZKY_YWIoC(nJ-FlFm0cOI=%kttm-+0R_n=)G6}{M}R2
zd8Uq^n{@v5PB{AH&2{mVLb<;AoRMFCZi%*kb*p#z-CO!1kMq|T9<Q9+mMPeAd9LZZ
zNBg_>zpE(--Sy>k_MO06e`-zNb(yzc<JuRvZN{$RfXD0B|Jkc}m}4*Nio*6oKi#>V
z1Nhe$hI@ZG`Re-gocsEYz1EYf9`Dbq@3oG-c5jQv{lLe5*HssqwA*hxCc883+4^Ja
zqj%5Ozq&)4C-6;Bx$n<Ao6dg7oO34e?e8nHAt@>BY6l}@{~nOmQj}m`q@Eh4B&l*~
z>#cQ8A}#iQ(YAX^uDWOj^YAw6G=7)4upp4ba>b3;t779OT!?NFy_k0XpHt2?(T*#+
zuXbDy(zv9)VshiTM;rDm=yI{`|5to>Z)M5(sj`b^Z8ppe)zDp3ke7O3>fb%vH=Q=E
z+S>W%md<(JNd^Wx6;8;XUikUd-RURXO?F1__$hkpl*^Ml?AO1%jhwjk^6AsHl{@*r
z7yS;~{l2Dq`t8cY-#9ZK)ai@QXqlLE`SjfVwoc5<Gj<-$d6%lzbjG|aUcF#r4V#$0
z+zn^eZE3OdG)zTO&n$nsL4aR$@129O$7YLu%2l^Jc_VL+OUGX&_f4-&zv=$3$?sNO
zFxmgyv(#BS+XIiTXAd(A`S<ykwo(vVgvke^r)OAaX1wvdxoGpV$Mze3D}QH~Ug>hw
z!|mD2V~Lh&I}}qFc8O&$^1Tvx`n0px`nX%^8?HTB&R%!L+jJ)Gm1F+(p!KZ%_wQ?2
z)XLT~%J<)OkUt;U<jlSI%BtOUm+ntdnrO8p$<cS0^Y7HHKa%rX7C!YilGn<9r*9S@
zJj0{tM{TU<mtR#{DF+<$U(_w%%$}Vnmn?DPTy4ls!_2+c%?|Is#`byo-Na_!x2Mei
z2S}fZpZ?>xK(>+DjQZuvZzKdXze#PjJ;HXo!(;*Pv;Jm_OCOSR4Ll>Ons~P{pP8=v
z*Fc(Ql@ssJKT2<dUqzPXE#MW`K4E1ewQx?G<Hu7Bd-5%`B}0p|j9kPPu=wk=<;8Jo
z-`28PZp8G_C-=6<lI^on3Q}(CRDC%1Xq(rTkST2&<e0as+lba)ON-LZ+Z}0Z<S}>u
z6x-<&7z}lfM{;p_OMGkbV-rm_VyLe2s*KL^m=t#Uwiy2zNjYW12;F<FPjjd4K6&zT
z#*6pazV|fQzRB2a5<j+RM*o}1M$8rVv2Uugf1dFA8)Elq)3m%d)z#|qk&*qm-|V0K
zII(N~bnlHdjh`mYX4vaH{nx!bgUN3%KYk`9wMu2?-oHZfKil?g_fXn*qaaysm#Cf5
zwCN9h_uMK-j&u^8((-Ad_{_)3=O4A3-wEh_`nG)WoTf=9c&}&gXzjmax%fvx=waTc
z%EwciqrNk1Z)M}M)l4ksjr}mU+=j0{=Q!`W>y01l-tH)rmftCFa>-&#w{*>7UAI)t
z4GeqE%#8Bnh}&|rmcy+@<!hZ_VyEv^E{`Qy8CS9%Gv7><i1hK@e8W(HJ+C8Y-Yl_i
z{eq_(nPvLj5~qa8tCaoOl<fch3cK3lC37vrmfEfgywBF$cs2XPFV^XcP8Gb4U`bVE
z-mPl!rEJ~KN$M}N4Nc3hZ5E$dzqjGft2r_6x5+YF962%TsQ=SXO$jSDrPL`KZ%ycW
zoyDqm-RQ)k-sWu~YEz=F{0vw8agEd4)b*0kRJnpnZ_anL<j!llW%<@uEHSg~`?u!z
zrJFd8U%p;4zy2QA%pcdS++yb%dNQ4@<QHDD<G~US_7_W8oz@1bT@1=vV3N?dIjk_@
zf_7=FS%$Z{<$AW(^v|Ev{%vvkASqBNsXeWe<wE?yM;m|bT9KPCQV_3K!pC?|;K`P>
z-@osC7uh(?@vZiRuX+1Vzc_L3n52Lr&$gNZm1fQf;__RLW<7r<t0H;Mv9tdGGmFl=
z{aiET_DV0fHb=R4H_xg~6*3>wX4O^SdLsY(^O`g7oy-q+txr0?a=T8uu*K;!FOK^9
zi8?%96r{OM<E-h*SsfSWNa<8w3aLt&CcfBDOHB5p<3#h&Ev$7K)&D>BoGr+7d*avk
zB*k*~yk(4w9J{PKcII7LC{>>*!o_RzHuUzKpo2ZRebbWVXPi3q!svi~^i@W_sZB=f
z*y@e)mm8g1)xG+W+Jc1lw~MnJdJpgQY`MxA?EQ4}glIE`Lni;-A6_=p+Gnz%>;2V3
zU-uuaF+1(^;o0q6#?`OhH1rxU>}%&(IBEWoY+I|F?Y)z#9sd65SGABZPAUrdZ&g(B
zxBOk`%UJy%fA*e!9e8c}qNAmi(aEQ~O&d(#rf3SOT55d1d3#owT?Buo!A72}Tb>48
z;!cmBt#En4vP9v)n<-zXYI!ph=IKANPvGDBhV@W@cZ|16^JeP{UsIBoT<rR0$NTrQ
z+x`4mKliO!Rv>)nl6J|F6Z&@|bQjOL_kQu7Z$C=e{3dLivg4E&*X~(I*!q}awo6#d
zo&L_CK*PM`?t#p`hLbmJ$iBAmhY&OSqb+L7-ObJ~=9zOad-?vvw_O(w94uOU?7+&I
z`n^1J1fJ}_cOcR;MyYl8<pY|3FRgxC%JeWZczeqBc@CmwRdM@x&32u5a=b=X$Zj%U
zp<v*@<VT+yWNnVc{LpavzhA?7{&NNuyImJ%7YDQ$-B`3HX{Jv@&W5<1_vg+oFZinc
z`#)R5n>(7P?%2HR|I^8vW`3tNLbjDjeZF~L$>Qy@TrUrvmtOu#-63Uf+PBKZD>E4R
z<~BHmTG~mh&b>F`Bn!tOO{0bFUr!mns$|kq)H=T1>jUTXQ_o-B{lPlBBXaiJ6LJl|
zCu@caZhL&d|4ypl-CH4>uY7hek^gt_r0`q$i9NSx$GLWwHwT^h6S%bZxbk<yqXN&;
zre!C~nOrGNT+X2HlN}d6{eh~Bk;Swy9hP}7_Xi$ay!fc;63HX?ly=E~uf6bic}-mF
z-@nJ+>G=5c`zzko+c?j^A-3xIg5Fn-?uJr!t`qcL-0yvTZmj}$wb%Qv@Bg}MKQB&r
zthb8$_@aKd6@SFbHZU=3G<f&QPMSHn;m3pypTFB8ZzmpDnNi@h+pM$WRt!(ZwWg9Q
z%=enVA2(On&?VNMET2+j)xrPxvrtL{+horfn}2genlYO=uXv~BTr08Q+xZPP&RcID
z==XJO)e#VsTySfixgAecO?SCUa#E$_+-KW_lXH&DoBwP=#m>mJ6$f-1WmnmKInb7R
z#%f|^+W(7|7kh58Pkj?~;nEG8=%dTbRMoj$8GFvTybg)Fo8)_Ap7k0Y$sN};Gk!7}
zU2ai%bI)Rb^o2`jUa+cpE$?WP6`33Tb>Z}luJTq2b}CD>3UAv!c2+J4{M+Q=xS0L5
zbAI@#LsuOlFKgSCbajcbTx`2LJ6O3wJ$*M{`I7w`{z|U@7*VzM&4=Un)^%%4>a9D&
zx6b7Bv89}mD$DjV*&8povVPKiHg<m1Z9f88e)lcC-Wk&);wk(1QRub8*bb#op}3N3
zJf9m|Q?p!`oN{tmu)xvkXW|RVhF6EDi8HPiW7hs0|7@<}ouHc!IZidR?Op!pTUlZt
zi>=+J;)c6>L#AYSr(9w4GrXR5_ob-M++)(eTW1zeZcEr8F>O`EJE!2wFGUyDY@efh
z;J_En#)=dcDQQ>Lh*NW(&tMRmS#NH*C&|Qz@zD;EJCWiu7q<(tu;paAJd_qO`P8Dk
z!T#$OW-;&5+iQjFI{n{lebAU=KmX!Mp(9-u_os8u2o1JX(U-Tg_|kn@o;_G=>H07Y
zZ;k}{gXzsO>zq!;w@&ak+4Q6{<~d7P{skH7>$4R^CYzgH+_)|y?&D2Kk%OIFdeS~D
zo5i1nI}3GnWVKcAH4!^$KC^nSiDSL4=+9FP$E1!nw56A;=K0p`D_{N6LY3j^g$_3f
zuXC%P&UHP@V|F(@EcffT=hHI2##Nr!^`c>BH1qto%v-8N|6l&GZd2>D_pOVAr@pj#
zy8Vz!?Y!&HzEnQA6aFrLiM5%EM6dY59ct1-cXtN{o;oeG$FStW#0aiKl~QXigddYS
z5$U{4S%zcr<~uWLd!8$EYz|Jl@I=@8B;yLE2I;f2ThBHMsjhG;n0Asga9g^9?W~&c
z`Zdc8CVrTt%_UX;@7?}<1FKK&;o<)dJZ5frY-H8+CMBIOG$GAUP%OYG{&1qfu}SWa
zBwjLkGISI=39=}vZ=b<uc(c4{br*Z-db`Z1iGL4&SpGI|mHwZX(jS+vSoE8_{?S=Z
z)erCP&k0}hb(w*=z}Z*4MPVl*I!qlNi{vVF#g=W>o|?Mka*wCj=i`stZV1fOonh&I
zU4*S;>D*(HK>^S1m(0JvZ2kL$@}qNS+w6Y&IL|ImXh-fZp^egxORE@G&(=Ecc~I85
z^^S8>T-mn8jWtZCDh?M+JFH~eZCu!<6aGHpdK%+$p5139ydq!6@+zO67~FMNn~lGj
zWusSnRgh)phCk{(xdG}^x<h9A#60FHzqit`dsgvRS?4;LpG}*7I)8Q3y_Fr5T3vVj
z-MvLxdm@Ajsyh8D8nPBdq(x5-X}J}@NqC`rlXzBHlENiXp(S_NV-H$sgf5zVr%=J_
z#p*UCm7GjoR{u9%2mW1hOXJAQ`oHlSzt8%U(N;CPRxum#WZk{@S|^$<TwT~pU-W<1
z3wg=1g<)I^Ca-RvQgb(|?WW^`OBd(4R9%WwbzZM3`ss<_xkX08>?-Eso45j8%BCNz
z=w-Sa+`Fm9uOfQi?JtV+pQZj{xitOdXQSG>=`SDu-1pz(^71E33r_C+s>1ZQ!erjU
zS5ATbj;%bw5(^&sZdq!We0A44_u#%2$0x3Sf9nnpW1T?h10KUxg`%tpQdfJG^IBHy
zR1<aea`d~vc#_eLf4!$>1C#ygO-%V*?A4r8s~@H;3#nMr!}G;~Q(&gI(T#u!>lTDs
za!<Wwxo>7?hnjo&=TFDf1jIu`jdq9R@0uXnJN?y0kH7UoYS)%2yu6Wd!O6dTr~ABF
z`P~cicA5P?zx>hpisMF$E>Az*(C+Zq?(g+v+qv$M6Ic9i+HzEPD#zjDZpn{Kc8YAd
zw26y(tGeifu5+RN3-Z1S_C2_s@LVQ0E>_3&mp~-%Ifsyta;__{M5<+kSI%A_8_u<f
z>+Qmx_iL<!Qn#FZTf_1H#||~#Q@jTk2W;bMUirEw$#(yjy;>rU(oel~o!1yKY~9#!
z-{t)k_WAKT!45~03o=z!H+If7@Z7+1QnB+V&ke(yE(J|IXBVIS5&GARe`X%jI-%TU
zlFbYvMi04o*j(MGJ{Rn|pmIMvcy}G2<88Y`Pq<~$*RwKD?3VnaaN6L+TEizsM*4l(
z4;SU0z7Vo($7Q3QJ86qPN${q6-Q9Li$kTECw-ce8e@oSCOxAM@7Ur3^;H&tXt0!KW
z+?U(JZgMm{G<DTWX8rq{18ZX@hke)|vUigjpN5NkzthI3qs%p0UYoy%Excgz>Z9SO
znTGpQr)<CE?3o?(I_vcZUrj3;f%AHq`6^cuoC8<_&Z|XSovQpQ&@wD}w>rxz%>vm<
zVYQY-y}OenCtC?DKjbPKB%f7sth=Yab$3j;_{?wDyz+M@Hhkohf0tz8pjNdvcl%=Z
zqqaMf--wAH4lrI<Z1{||^yX24`4i4ZKQXF!==WjQHt(hv#Rp#N+WdAb{C&Z?QlmoF
zLZ&?FdgB+x3#A1n^~NQ-ZH9YWn%C_;)VJ{U(UKi3vH4#;3&SEBf`8vBG@0xBZ_@Hf
z>d)%mHLqK_?5<YHU6yYbTz!8kyx4WNOhMR1J29s|?n<2Q;fwj7N{mZlSHHMWpY%@l
zq|X+^*i(ChXLA0^S#G{U{_)+rpYQxzamRZ8!B405p5AZvozHB6kKvmuvxDCMvf5|<
z*M#@(^ov!u4t(7`?b>3|2)zqcX0FwlwvI2JG}yArxx9|7<GW$SrLMGg`TCN?(|XgQ
z0(Ws<yz;R#^`PTSowe-}543saiAM1kRwPCFPc=8$A}4xYKmAZ|>t(HV3%)*iv!r5S
z#NS@`Q2uE`E-Dh|R>d&h%wPJI=kD(>flrrKYgnz^Aa~PIX5mipxjbHH?fB>ROwBl~
zFVRud_ipae;}IPhs^MqLH_G;1KXQj(Ywr{1dxqXCJ}=&_#J%>D#VjipgPw!>9Y>0L
zc&4~pI(6Sax-#mVpc4CAp$0?$6*rgdTFyG(Ij-ID?J9@Wb7XJd_E^-Vxn|;y6-k?V
zHJZ6!et)FS{$8TS>%-Y<*@=n2Vz%Y}+tqN2)j&NU^0m_PGN!*GPb?)r+jMyTW~f!L
zy1$xxdS}s&f9(I)w~HQfK624v!Pc_|Nh)TI?>)8&?Ks)vvbOuop*HT9xsT-79k0mN
z=gEqEzAxiC&1x3w^xH12jXveG`>HoDnXxfNYFp12Kab3yV-xEpCCUUcyv=B=x3zm@
z5UjFzf6bm%pC{)l^k1~DWq0O3WRt3QsL*8P*Q?GIj0roNckj?MQZ%j6TX-a9*Z-RJ
z=P$Z#-D|Ub`GdETM^)^y9zM=p`^WLH_&H|bZyswInWPp8eC}VO@cjIaJ(4=#v;9jJ
zE{V0eD1W|6%Jh$cm&$v$^E)EV1#dRrpD;t%`ZCwKEtfWbjI4?DdhsB5)6^Sno@<@W
z`!uAdN4q|9c6)JZ<Ag@>NTa!$$_k>sHA^KcZ*J)42zU6oLh8<rbg7vtlQyT!6Z)ef
zDYj$Hj*E@<C2kQrJ}Mm1Rf*x*Dq7>m=TXAWGv}K12G#&eQ5pFz@mJI4-{*7v6=SBV
zT`IKVO8URgZu9rYaeig*)OzU^I&T5T`6tJ&h0R@YkI7ytv2b=`aLZ|C{SaeQ0YwK@
z>%@7gE9|&-U)z4O{l|iT5ib~7mAJl0J?XeD$if%OCCV@L)Z~PvOau2#x46z_v#<WW
zk~r<hVvm3Q2SYfte(D_)KfdJd-t$L7p4saz6XFOrn7YEcmF*SJGN+Hb7e8&W5e<%f
z*y1vS>$3Lc=1+^RFwOp7rL~MHZV_v!lGc^E3%FFLA3ChN$|-2iP7xvA#?PE9xM~x>
zT;09(T0!09Z=(0_PTBit_vQ@iecG48Ys~*EKiX|7Ep&Ho+Swf(nQl(qk0)hb+Lf%i
zwp1<q@5E~?r>rZqyPqa@Zqx8BWZnN}Pw#{Yc_x>nEg$`Sa<ol<UbB2t?ZOFNZ&%8C
zPCU7mW6`#M%QlHUyJDD>Da*(3koD!(O`DfVbXPNfUe+}^Yl_T?y&B6FNX+@V>i>tB
z{v(=xH)L$Ll^=Uhv+PvVER|^*xBVtBY2$mg#IPe{idy96$#cWy0%r$LaG2K=m-B5(
zPxO}9(}{lCDrupM*M2YGp?adyB8vUv($$`4=6Fp}GJ0YYyM5OLQ|9Sv_pjbz+Zy$e
zjcNNUpX|3HuRooxny~fV=E=D)WB1fvC{UALb~8Eu<D0k4K1DP09RsEBaJO3R{mClC
z;!(rvSXS;7X7j`TlMCZjn-@(FWdo-aboIYGIwPRSAon~=n9N=Cw%jEOcNC^iz4$*Q
zakZeq|7$l}F63wZbK{XZRbz6?zEUP!)x%HfZh-R(zcuFaXRH$@E?JYKwWyPwRYveZ
zXsGy+*#%eGZj^DYieq>i@pbCFnJca}J1nac5WV)Hqd|`0==+5&FSj#Wu}D?t?6u8a
zbVy}0m(<kf0qZBo`uJE~*sE<MJh{(L$j!s(x6D0_%ih~_tcoob?pS)e*=yg)h4QU@
zM-<FeSZ}_0XOML;{^P`TuU*m%3fD<3Uwmb^!NRO-6FZ(<aM<ysT;F#>*J@>DCDTJ?
zva5ZkCVzd{xI^Q`v#D<t-&Mb0^qUtRqF->QB9={XBSZfEj%9`S8<+z!yZv^sv&=~8
zF66J9u;#u{>L0O&rL`fvkEK&C$t<|(^oUP#S4lt%OH5vwrPb*b7q&dw$Z`MaV<GKc
z@4uhK_BSi{cW8FcYkZ=q5p>V$bZd5Ry7MDmD`)mavnuzj@BY4~wLxlq_+bY3b2j0-
z&1$q&f7&~o-7WP0kd0;5QQbx7%#2>lHEnMYlbujI!>sedW`4EeH~gk-`_sK+T|US(
z_}?wa{UblWc(TOm|G%f5Jodz>Zf4Ve_7(q6_$n}KpEq4L@$Gh=oi!|GJLm1c_2cWN
z>Z-C_uJlQw-LJl#lk(f6eYsVsF!AfGuO*lF?p}2I{o%}Tp0k%1)EQ;>Wgj~iYLu^i
zm*uPb^jDXDRIRA@PAN#x-|M$U{MC0Sky^tm@2!(wuZU~=)qVf#?ge%EcCq|lH-8a#
z{u^7Fu+L_qi1UtrS6iIq+>JK7JqTJe?co0`6UK=3EQ$&t=Jj8ms)-coR2u*5lCWKL
zVY|t~1%+Sc{Ry5O&{KEj?azXhoU8}$?)HE0_|o<Nu}?1@gPyLgu{ts<?&)R6mMaI(
zoiEW)>P<YLyZA&|&aEP&o&IUxEb8X1*tz@k6R{Z?i-hl=kb3?&Rp}k`lCZ=ndmqo&
z<Y&0Em61XDyd<l`Md3pmP6c__M0Kd1xR!O-THc`8>hraBi*uW9eu#0tQ}wCN#$|g*
z%f+<^-<$iKni<dan5F6p%hsDsKGPbae^jpDB#^qO*=FwI&Xk4;rxvv;d0j9(C9IcY
z+^G?jB%-h&=7>&)WlR5ur^~jTeqgs{0mD?KN0ny<wfbIEJ-AzVLqMfsc|@S}YWoug
zt-h+adv;E6R6DL0dPTbG)9TKttvqpaWs2%bi)OgaR*-da+LWKK)&4arX{q_@8D<W@
z9Ouep+1JX|`Tl<OMBzKzzfbzFo;d72vwlUmdix%~z(3PViWWRRB<pIa&;059yC(tJ
z{|~5a&kniUeB*(sg>ti({WJZf8C82-bfssoPT26eRKa#ukwGA5`l{4~$m<$;2a~SI
zXK?@5IL+f|<>3`IF_5*XS$Wyn+n1j1cl9j2sF|z9{w?L*H%4C`qtyovF=QsJ51VP<
zKgFWDbf>_I?vQ$u_8+wp`T?aI=5N@u$7@ak`?FP5JKuzy%dcXskY8f;Z)>ls(&a6m
zXB)3AIKpgZIPXpAlZT8#eSVs6?c09nNzVzKSX;bDX@lU^c-1Y(WPa`zc{kzy?|;lr
zf6}}x1SRVQRb^h>xT!74V<mc^sH#7S;l9?RCubKQn$(=w#VvTe*m;I^AA?lPv-Sy<
zSKB-4c!m1cD6OBwzx8o+LPNgM>OzI)a}pWFTq}LgN5xvq&TRN(Yn!}@T|<0fP|gYC
z|E-J6c8FIv-MjL7@h=YB+`f4eiYKfvdhOX6KKJ9#eyOz+9KC0rITU#H(VwK`l&>2L
zR6ZoB=zjX?!e7qovRJ0Wt+L^i;wC2csHIamve-4GnWj(OqZMe*r`6)~&S++z7ti1G
z(kGK;Z-`4aylORGv@dn`+u*M|UhI7Hh*7(}L!`Vr;LNdryP@y7S$CXxe<HDC(isjd
zn?H+W*nTZM?8WCS@YrL$OdI#2!+kPsKljG)HJ|_EWv|zs_-13$`?(LLxem7cD=F|}
zoyV2*T{Yr-!(HW5K_{-cRZXZ8)z0wWpSX`bRqA?@1#h*4prFD8HY+`WozJ(;)Ki(-
z$tUE+d~e0^4`<o<5B^Iym&A7R$o<t4|2_p-TVxj=^~$<fQnr1inzF?DquD=CSMEA$
z*>73IS)O}r<=>jE&#p#fC{LSJ`HA0t^TrG3yO*4MUuQY#)-Ue&T}$fXlNEnHn60#O
z|F(@6-ghjqTf8w~t{dw%x$yJ9=SzAnRk)kqzhvFfaM4Hq)7^u1PirYu*;>UrGj8IQ
zoQs|JB|T+}9Hl>TE3LE+xobNy#K^kbHE62V^Ucfidza|#{x9koTlb~iHHf{vhvn9T
z56@@*%@&QA^?#S@q^eq}D^V&_f1G>yT508{Mf_b$+|K>;QrY_5>w)LQD~jIdKA&HG
z{?FSoO~b@bUfVL^&D!5pacBR}`#1IL%;tIF{Oixlq^K-$zn*?<aiv|+{Hvd}JmR9~
z)oy$~^`3URjO^9+sjtp_(L8AWJ~Z;I^6f8sbB;{!-Er9M&576iUfRl4nK?(+zL_w+
zx1zPzV`}R^Rx_nVPUbf|0^3j5a+UvzdHePQ*P9bPe;*z2W5_(D_d~I9?i-hCChH}+
zbukI<4V&x36PEKI`*vUOhU6{3k{7ENpJ-dt>-VgEs^stEB_fSMiT#?!-(G1<+PC%0
zjSF1sf6PAJ^YvapmD^0isgmi=ANx4ZOnso-v_;XXl21GJ*oqGhzdBQot(v@S#hDp4
z4;H=Oviyw1?-TKnX+1BlWQNZ)e5QFnJ}oC>`RDap`&UG$B<5*GP1c)Y_(_j#Ljd!J
zhSw6Vu03wwAGc?Fi*-)yR_#vVy&t<t<AQj6&?b!qtTllr7j<9l+~zG7Si5LP{f|=B
zZl>-Z8-g}@9CveB`@iq7*GZ+VS8K()Q@q7qCVrhT$#q|Wk-U7ny`$UhtE%0rgpCf{
ze);n4#iB{=OK-T%e$KP<m-g!Am7kMcMJuoWo}~3_)2qy?X@4%f%G{S!x9Q}B7J+@M
zmPcNU`f6e+^L>@l&FI-jFJF<WFZ#Hp+BEQT-M@^>b4)JEoPU{r&E+Vs;H}*(yVn)6
zYZP1);OP84t$31>vUP>p{^%<okNn?QUDJO4X5OyLKem1Ed(V1i1!MG=#HBBlD_%+)
zF6P;H`|5;?o3$?IJ6#SBS+;!JbjFk?dv3CaEPFq5cVT>L)!mKO3X9W2m&LnJlt~du
z@V;Fj{KkG}(v1~Lx0lNw`z&MQ^1te9>GFT6N43`f&;GK$>TmA5cS^HT+&T<ySw1tp
z`0)H~v8g(VpBF5%n%SE1A;@cohojF`HwLCw=`?w1rs_zZTi0IyI<UOl@{LkxLROv3
zq>t>+KhNrwy28S7$uud!c0(2O{5yM$Jx(_8-(b&v?p|==$r~5VeU?Wh1qENSnv^_T
zdDJ2|QSeROv_%;|AKInFZ!#$?-g2aO?i+9RsizN1Y(F?laLyd213~Q*Zw3Fpy?dH|
ztp7s0{ky-<6W(s`8rc86>@?@Jr?Ssi@|{W&={|q@=8{v3(!LizP(QqEQlitA-G%&#
zoWDN(xp|={`w_3`Rpw7>p?j2>PKcLY*mc74b7Qo4fJ13)i_h`}OiZ0&dydpri0--b
zL`--}lGH=*zb?&tpJrdR*uADomva$=sbti??WtASr`I?f(J7mIFSTys%aW@3KD+tP
z)K#U`pVo_L*U<G7JYuJxv17sNBZ5mAJuhCk+wrGhLybxzOKVNgDSjT2xjzqWXgFf^
z{N)3U=cl5yY79TvmUe!5XclBxmO8WEP-0#|$)bY~8#`1Y^qkDrE|+acsavpE<(F34
z49=Bof#*wQXWZXge*4SZCceK(|L>)LdH3ru3!8Jkib1<~14B#4-9_^nZC0;{Y`V9x
zO0T=nu4>}eE!^zdLcgxs&g9(K&AaDs#@fZ5X&L{svRq3tt)}b5T4e-Ge#9g&B{?Z^
z`i$n?iqZRPtxu{L`3i+yyT#=jpXDl`<`d&pmGPJ9=pWv_Yf^r^OI^rv^g@CXcf^ik
zU-Vk@A6doQhG$#d_giyp(bNSR)6#<k4$RA#+jalLk?*e-&6=L`fWP7K<tdr+VZ4gD
z>dOy0<feD7$guxtA#n7_<A#Mk>-q`}*PU|l-mbFzWx%4R3@J|nW;}Yc<%DtXj%k_;
zHtv?+8&<ewCc8!Mvro$vlF#nD>{T|aD*2}MW%13Iubi5E_;nl4-_=cadlLKftaHoM
zV#{VN<I404e4SfA|Eh56^2|#!-MM{V@Az=&?3*o|Z>~55US7^}e@}G!T=g|4*MIn<
zZS$Y&{Qg6q?~BcoKNaNtYT~uv35&n(*|K)^ryu&!{#o}{$}ZJj$oZz1VZ#lPx36;3
zg102CT=zSyF46knf6311@bvX@t4@5My7%llzxbt(^ro*)JGF1`<|8M+?mcVv%3fZE
zvns1nA>ZRpm0!N`<HRWnlRq`CJ-g_a#`dSVQyDER4#yfkSkcLFxO8f<LX*&6_BF@#
z7YE+tTA8r=h3D<!ue;<{ai3qrBpoYW-r%+3s=i4F*WXp{73ocS><xRLnFj=#iars4
zxj_DUm&d)GRTDW+^Q=k<)F_+0Zc*dg>5h??v`!_s>jeGu`)m0kc!AQ~vkOYje&pr%
z@zUa#l%8H95cX{L(fa!vS{~@=@H`aP>#I1BC$ec@RoSYErc3VkOyubl5V8<1S>S$|
zTYrhsQ^(HF&8cnvr<ZK`r*q&^V{OL$E^CL}{HDZzSFBe(O1b;T)G0IH;C}0()F12y
z+pl)YZD~KW=rfyaU8`iN^U9FArR+DVSLMADsL~ObGrhnhRN>&U&sL?oue`U|Yku}*
z+gp3h3FS98Bre;>Z_l2>pKK+1uIu&Aen<I7MjaI<c_pbQA9*yo$A}xJ6-cdEm?3Vp
zHgMU`R|jg(`7%uTSNr&yN6x|YQ;*!;+nsMRMlWi~a~7E3aMo~rgz(u3viFKT`R5#*
zp?tA={`5+Ymrm9(A(t7u*Cht$Twiy=>-Bdj)o8YoCf6{gc=^Yx?GC%?GG4vnv5aSl
z?hKwr4W;q}#q95IE%-FkmF;!|_f_3RTRXk@mpV;;vFCD2;hwT5<?p7}ZsKWN6ZGWY
zi%QW6ElhW;8@vjbU!}<1H;B>M%Ea{Q`bXWKW=#(7KP<8{r!IJOvFiA%zwxTpe=50`
z%v_wTq4nU3aG;JzAk%9`<~7F_?5ex`?Wc*ee1Xqr4vS}z6TAe{cd@Lzuztycgze2C
zRrXh0{bxM=o^#b`YTqsk(+j6^YqbInY_XZSQrF|?nV73aMuxsMi@9^Ogip_SG567h
znv#Y!kL+&GmFW18bYZ%D=mzx_QPYY%!v1jX@Gs=wxi#meaMi8$)YBrnDjm+w4Smtp
zwRq`{oXFXUX&O=!3>IvXWxKb$fL)d0-r9og2i|%A*q)KL=<ffBKi0ACkE%Hs{CwW7
zXFYJTdiTmB-+38+y!iTxi{am5k%bxm?z1->&#eB=@Su192R#OxsQvf(8ov8p(@5I=
zr*iT7m+p^#Y;#<4Z^8oC883C1JskvEL+|cdd+_6(4YC=5oA^)EOtrtp`$F3B*3l;)
zq@O)dd~nK%LC5A#M|Ru!Km2x$4dq)m<P>e-@i^r%|Hz?50(~BT^cC7<{vOhK$*E}P
z;2bq`N8_G{jWxZ@CU>t+&SH4B;)uZtjf)4%4lYe_zc!>|{<4>UtZ~Ni12bCQXx?
z!go;UY9RC1?dx0)G%mavt}Byn;pQZA^2tPwaQ3(znp{T74b%8F9XDmp>@qR9AolF>
z3d1LyfhS+}HAK4q{LrYJqh!Ogh;7<p?q@7F7DmlwjEsAKcj=qkpQE?E?JhX&aH6~5
zcQ(iN+ehnqn?<iotrE<8Y6}}n{2_8E_x`M^2>H2+d8Pr(rhl$X>uk)}{(k?m0FFl6
zD9!CYJXuw0*Q4e(6do{qpEq*`v;Kz8Sh<|O726kXnKWzn6(hk<on9Pv2{)%i&e|5O
zHfzZ~?c2)BYITLVx%IdDgxHr?CNI9qbkF&hrLM4MqP6Y9)TEyIFA@v<cQ1JL=A(f9
z&87c$`DqH3zqZfcEbE)O?(VPtrT16=uh?C?{a^5zXKH`T^H1Lhl*|7zzpH-7KVklN
zjlc3|PMW{?e@I#2f8IA9EV+8`F4s@-{k!*9e#EUt+XLyMd&B-Zup89I?2-9tyj{fa
zebl~?eEB`XS=Zn69eP=!5vMa}T}bDgzqjLb=Ipx}bGnbMWx9u;=^UB&O=9;#y}!HW
z8!pw+n`6gPSFm(tb=|`ft527*9+oURzcj&EnstTx#dT*R{g@5rn5Eb81^e3j2l#Ty
z$cD|x+U3%k>-NNy<&L>#u7=ZtP0ycylUv<+^H9Ztb3rOa9KpV>CqjZ(8eE+=pP6aa
zrjHX>ZrhV^zI0O6soy0&ro7E%_fFl``k!mkm$-^`$rjONQWr0kOjii*UDXvi<%rQ$
ztN#<VH_cc%ZS&+uts&=*7+vk~k?krfOWxh4_U_h}y_`SqdhVL{BewO7&p}W3UGx4w
zW_lU*NFwl!mBZc{r!qXR`)1#74Q5h^>s#`ASB?Gk4KcDi4zs<y)g0L4(r6o6p`JT=
zU330*W{|ducgGxO&j03eX=}cBqRzVsJU<OCmEPYjC7n6_&}#FyTxyS<<LV8?=D4tO
zK3mH(?fQoGsZY=8P2D&(tMJ=e?yDLfl*-pj`Gt4f*=zND(rl;J++PB}E^?<n4cTz5
z=tIl|zPeuiH=B4BwGJ>w=xu2J)qD9|e_~$(gPF|zrj+H6rJc$@UuV^^X<@mt%%#FX
zFC;KP#B}<LdtbSme_eSNr&qC8(<-5t<!4;Zd6Rre7LhFp3}QLcxU(0|SN?T@vH5YL
z^tP{6-0ac9O`A9u&U1O)tC)PODE9afNlmp9*(tJjGDSn)CRq5sf9!61RGNGC7LmU%
zJI*oGR(dTw`1pl=#PrthQdf9ZF0L>6DmO*DRP#>D&pwuwo>nX3QqFiSss8D*UgTMw
z>bb5il}So#-p%E?v0%yJ%)pp=#wIgj&i!O&_vO+%ooLK&>|rqZ!s`sfGv+GnCm7zY
z)Tv%-^s3^N$fDCH=J1AOr81bR->z72NmtO=?V`?tbi?(h)1NMoKVBMl;G^(aWA9B5
zgU=pfVUsoee|`_k+U|ah3oe^PZMZHOUNIC3E)KNRvAVyz^x=cOvL*|eHIw%ID*k-J
zqHpbu*DggIE`_EUN3w6dag)&bGbeFHE$=6my@Dd2r(fk*H_N8{!KFvhO6B^Y^>>Bl
zzMpHK_uz4PLvZMpmX+(`rd5ka%g!<n*qZbD<r|Cqwm&}?Z2Qyn&WMvMkM&EZ{LOm{
z<aeL<Ydid-a>4zpg<JX`ty8#?ku<^m#MirlOB%Sm)cfBkXgtY$E&si%Y`XB{AInar
zcyaK$Y*IY)jahS=o|svh#uYWSBDq&(ufINsljBvgJsjX=n!NEyTZhljAFs~MQ9kml
z$!>XTqxAHUi=SE>HN^LcM_mfIu-+i@Xlb(KoRbaq;tX!N1^NsfoyD*Fmx&Zle8{wA
z(RUB_XEQn!vrP8&=PJar_RoLdBBXq?KsEDw%gcp!AJR&qFHF-EIcRu(DwBQ(kEXB4
zViChT%Xgg<zV7#b!zO{A0K4rvN6x!x$j6I4`pL1h{1AWrzBM{7_I>XUv**~?MQ(We
zYLh@X`|UK{YQ-C3(_1;3azn(D+&8?Pw@Kji`B<K9w)=IC80GTwZi|f+d&J$GdtRS=
z;%4dF?ku<c%(GkmNQPQ5PyFxk{25E2i0mKrWidG^n(P-3AFg$^Vt(nIRpRFPF(Tgn
zbjF$`8t>O#O$eGYKX^6cPXF#pJ3|&5C(La;QSf9X@4;G4iKK!%Qx?_Ku5Ej}X1Yvc
zA^+-&H}&+_Yk!{ED);4J`L!20&4qimUvNIV+}fUJ{=0=dFC1FgI&(I1sfL;8H6D|_
zruIoPWbLuL*R7J@Brrc%m9449w}@}P_w(<ei<*5u2ud@xc5O~rI!~j0<&W!rg%J_K
zojiLt7F{=3dusBdI);fBthRAMcfPAW@RvJy&>^|fJH=wo+RqpCU4HiH{}c7O{VOow
zDUZayZ<4VUne!`OmM;2QyNvtq%ilRaZ>hgGKC2|tl>1Tmo8+36>F+kD1(al0{J)WQ
zxuAaOjyLx$9^O;dzB?l=!d%j?a7t3UQD#KpLZjLH4lEG!z4lQ~gRR^oupz+W{{Np|
zPwXC41(#(+l%*GE9_moMz@9A5;Fb2qX^N#{z5G%u+uKHuBLgG1wlJnFn($m;mifu&
zmiZ@A9{gucWc#~t|BdAlSK6e7HQ#N|KD_1crQ+xBJj9BF`|=wT^Dbvu<zHDW{lqX_
z*qAR(@Uwf3xrXrbZ6_lg)iM;rITi|h6|haqe&q5(O{6}daCU_F;|qpswwzfLz;1R%
ze7R6W?Tpsoj`rqL3lF&I$#K0CHD-HLcERK4pZ2h}>lSxcs5o%&H;8;qIUDW7D|pHx
zqhmwRLTQn$R<#Oe?|EGlNL0PIxbV*ctqH%TC$ub>FlTRLXWld3nF4}=@=s#V9B2wT
zF7RUJ!T@%$9|0jv0<K1Jf&Jgl{aL`S-p3}o`d&_w)1kEs{<puI{AIg*=={|`CaVQY
zv3%abziiX=>*fbPKE1T6hH>ST&VXg=%MI%qz1@#wJz+TQX3Eg-5iPs3(0f|9eBuLs
z<Ha{F-xc_@uEgr=m9SGuPe0#p-LtIMD2;tVe37j_$KK!fZ5&$l`(7^fNi0fk+ZvPC
z9o=UZGV7y&Se4a2)0nB|B4%$^n<R=~-Js&Du*Yx9x8{t!@dkSvR1Lfr9%j#(eNp!P
zh2IhCd@YyO`QKX9bGp~*gIm$>JzKeYGZgz*O1zqEzgqFpYtK&AqRBs<ErLZHQ?^|&
z`+0J6%KBM)pD#)IW&Jv{d)BV#t0q@H4x1`V2hFYhn!tSQkJ{~fX&eE8qHBx|^cL@*
z;khmA;RAgaorsPPT9=-)U3%@JHjhU<ucV+edar}o(FeWFY<J>fg1J;g`n_3N_fA^;
zMdR@nMR~rB?dSF{bdA{{TgLKm`k~;d2C|J2OEgc!Z`fhqrMW&ax@@0qHT%s!uEG;y
zezvaGGF_r@?a6}=Y&G913z|FPBYucq(En&0_3UZl=Z-^KAxl{oa0SjhGS9?h=AoJF
zjEnhC@EzOr?b2(P=hb^-+iZ3?uoScZ>AM&&VG?QdnCGR^F8PxS_enI(i|EyQV);IP
zb4=q;A5pg%z6p^rcC`#%yT7S$eo;(6oa4cFfo*zmc7pBiH{n~J?i6EDSyQ?0{5|1K
z`F8fZ&#n*ix4eJw<>NP(YUkL!FZp{q%GNXKX8(gPSNGNI^Dy4CsqebWySS~@@^eac
ztp9ay?o$nX;B>99biK^0Pp>!kS(iD7Z|a-=@a{RQcY70`)o|_n;JvADy{F+mtJf0p
zpSDIGkCJ<#7<qhG!uNDpb4IJ8@@s`_Q&;Z#aCmdy?h|>xEF+JHcl5+nx?J1%!l>})
z^Tfk3E*^KLu1Q|MwEEJ8_WmaiPg@?FlTcGpb**sr+9w6!*FOIF{%=k4{QfW6oBBGN
zdA?kAeY)XA!^3afk;mgwWX{J=Ew!=ae=|Kz)_d1e-pJ#VqaVL~x8|{x!`sy#|1>-d
zn=>sbz$0BuPD*r>Q|_z<ds#!-TvrJnYh4kgGRd~)uwe3h79YVBa~75SyKaiP@qaCw
z9CMd_QM&7u?&BzQ_}$O7^Y>r-!p||?EX8#5n^y%Z<9E#F?YnU3lb|(6^^c{WkCeH^
zNo+M1^2ypgcjAq(q?KN?<+mKN>=(N<qjd*^QUByT557Wc<!NWmZ+qLbr{J@AiEOv#
zhY4kFt5mzcpUAadyzf%0>pM~H46%o^SQp-K)!Dgf?!{#(XG$KsSu0CK)n0vlTT;~C
zt?|W%OXoVAZne%l)84+_cvan|LuGCuJl{XGl)0JAV-$L}=a8;c#krdIda3q(tKP&f
zT?j$-ewi<<df&fgpEFs0qVFTkH7{33e_8RWyXp6@Fw+ASLBbm@Efy2Kf4A@Wlz_-2
z=BpQOPygDQsVQ3!u=96uD@(m^yr$JDjcZ#(YF~3-%1%8t+kAT2r;4}1YZq1vw}u&(
z`Zv2UPH{bxcVc1xY|)iG*Din6ZBo+h<#r2QowjY3nB<Wj&-<5^k{8Fv9Qq?Cta&R>
zaLMzP@7p&XI=+9K>xDnp%~js<{@l{)H}Bnry;(d0%Rcn4G<10RH#1!N%lwdJg)_&i
zu1YA}Tz%|7_*ID?0Sk*|KGofs@P0>+l$_oc8}UyI*SA+ROk*nu;k=tsvYdC8Ncn@t
zeNlQBjvjyd>!<bw#>C>K6CTGdS~GEhLqNwxmzLWLk|QMMe|5Zbc>aXQ_j8kOC~zp8
zoby{k?@78zjS$oME1x|WHNIZ7Z<+hRfa!*(O<Ml0mfqs^*)wb9-(2}6d0^?DPQ$zW
zvb?^5@4v9h{++#G@gtYj7bc!x^4IG{$FYy*j_zMFcblglot0TWt?iq7E?4E8d&PzS
zcp4vWuzd2>@ZQU<F<a&|rGMJ(x^l_C{_`J?YNedr^yEU?XLg}?GhR*P-afnbwQ#J{
zi?;p(wvc@VpW1Q{T(x89w{83y^f#Sle)WypkwH5d-u{TQ?`wYPH(TFs@e2m;bNS19
z){8v3t`^7j?A@}9Yl4+km!)6cur5F{%XI3Z6PG=|p4`1WLF8BQ^?Bmq<@uhM-)`Ay
z=dedFz|K}OXX-MopKMp=iC=y;Va@7)zOg)8mBhPlE>{YD?wI}XwF|q>QmH2=-g?Z=
z{^?ZcpttmF;9AwP`boSVX*<iUGxe1A&Dgwos(1DSFQMh9Z+S5;wPdY%@nq9Ik3C9@
z-|RS?btz`z?Zrzhn`L>v{N`{M5WV}MPGHvL8&!`Ud29O2nyr2|LTCb?``5SmUbBRo
zmMju{l*D)_#Nyfcds$5(;fHfS2Z_Xb&H5a)#!{x^Kt}VMjThrPs<-hTlkAIIb+={q
z327BR(aYS&pDH?Dy3_DH@+<S<67FXyGCb!`h%+<r?wo6K{n^yhVR>i#oV&FeeO%`6
zDK+@{V&4w?&ByY6XTA0o^!|~$sHVU3690R7w?_f~YNs+M@_hF>sKqy9+bU(b4Q-`r
zkLnCwh()enpuXYHg%?vFY~9o^fAp9A>7~rkmTqh^sUrH5<)?^vIX+cfoHS{zj;WrN
z)8fm`w~QCpFLy}s^IP`!^?BC!8F3SrZp=tnyPrwRVcp9GeD`Wx{oic#X!<!v>C3zv
z{tI(#Hu7E*-WI;{N~f#4zR1*s8K!Ia?9G2HJj68Vca)6S!|u|*b9qHH9GN<=w7Py?
znDotPyNFv>uyDkEj?FA}TXkNaNOm~a9{+|@;pv<Bqj$LPP7*bkbf;jxRFAu{`ka(U
ze98_dUuNiTbbNRvY@S=lWVf2`K9w%H4I3r|2Q3n5agwSCZt~B$mc#SHTK)ct*YmiQ
zHf%jE!TW2@gt(2f)Y2DgRC##ov}E-zxIgFNy~5g;t$le8DgG0VOSM>cmp>G2_l|j}
ze)MXvL-X;6H&5gTZ8-hJn*W}#>A~o)t;-#}B?>w7mItw(biDQJ_tFo>$}?9^S+pUJ
zCDh%{WQXp?-D@L^!+T3p&8><unWGvehSpdeH3&N3>8X9hHX-HpPc|ne!)-3_*h@hR
z5iUG6`a1P_IgilWLt1Iaiuseu<qo)Y7wvi*BfGgm^RDO5x`-1`15LS<|IGf=*R1RD
zBKC~7PRglC1xI_Q%kyv2=~=_c<4~)y#Cyew<+_Jo<nt%k^92PhouWGP?fYnZ)1VWv
zPu=zZ%gpirX~9*W<9n~n`|jPvm3pVj*Unt&WxTp9;+M6}Rk7|6R|Q_K9`-NJ$=$7t
zz3jJ>RCi40Ro-&+)F)fs86i2{xgKi!1m!F(Shw95OIFt2a<u5%^v)-q+h*vmVVp6+
zy_4@kEDu|{Ot@-w?#8m8SzA|rznzqED*ske&@8X%x^2&{h%IJIarnCW;HJF^-GN=}
zk8(F%OJ`f19#ef)EZR;-=~8TB_r#qg`*p?szGjWqX}G)pfS7hkbxyadnFrSn(TS|n
zlJee%-%h&s%Bbw=w1=V*v1t<eH<Fl`H|cIGH2L@a|9f5ef2Uvm|Nncf;KO>`<}2<0
z%dLJ!Tju(U-8!@4$M3eaQ$y-%e#={*`}nUo(Dd!evKQ}Go$cRt^Rwa9zt1aT8m1`K
zYh{@}Ea#aMJjF{T)b-FE>A(Lh6IjGQ_@9gKP?&P2d-CCJXT+Zz39aGX;d6$`O;M}f
zdd?c7Z%r*JW-gDS!b&Pwj#P>~yy+Xn%j%>l`smWa&PCkIpWhMp5xvwJd{bwQz{RO)
z&$P4-?hP>RH#)PxW5+Fvy?Kjw?fKZ2@<{sO#L1Uu%~@0X!y`^yI!mnY$YN>bw7VV`
zCrzBf=506s#bz@l&s64u3sRHz8SJSsty!$MXjQedUiRr#F1!c4wwW!t;k|5+hr!W#
zo7maUotA1yTEM2z7MJnzWE_{#9lmWIGxcp+>P}1i(hb?gbM<-M;muXv`MfM4ztzRf
zv$jXgGhf)izuBgILBqs}QjzmguE|Xh|NT~DLDan48VfesXj`%xe*505k??xTV_%I2
zs;7&)57vuv?Z`cI)kbfD-~)I0Yfo#kwuprn6&+muDrVx!yAzb}wVdB8+Aej=@6GkH
zs(iakSMr}rRjc{l@?t5l+@7SZb=Z5+Q7``~D^{Egn7eeU_bPrK?w%Pe3hzw|+g`b(
zPV?XA8sPKl@Z$-xO4_ANW|5oc{5kE{Jbh;Utqg6O(?@nJknocKw#ixH$m|8b?##H=
zciZv6GTmSQ_bp{R{o~xyV_!atgnUV=dHLZvujZ8~KK~EPQy=W)xb!n_WrMHjcdhOB
z%2QuHOSNHoGkJQd1LORQpZcFom(bMBP-xIuV#(6V|MAVYrI*jnbCD@45NF$RzuC7{
z^<AvUr5$#QUF4cQmu4J2qujc4`sNk<{ZkrutM%+zb;fP#`ok+_{u(h9EnV5A5#*Jw
z$-_~W*m}@Gwd}&p)BIQO&ApYnbg6&2kZY4x<EoSz)2*WF_6|Y~{43|GOMN)Al~ZP}
zPV=)+oi;%^u3zVbn>A}RREo74GJBslNks~aZt_-EpYgcp@<mCFBNMa~Mbl&srA#_F
ze?!Leq_ejdv~Rf86{tAlwqM&NpY&2A*;{o{Zzfi6?tflxxzDh1wsc*-x|lPs#E0IU
z6?4xokX_`(ePMrpH?zEGXk*jC=4ywlWp%IeLR@{1$VtulC{T35;l+M&zU|jC*ZK#f
z6t#P=FPN6GvvA^zh%ZaFKXjY;V}}$ITf*nFr}`X~V@~&I8@%Ut@{OD)A@3fO^5ea<
zGSfwQyWrmpth1lSS9@8tx6N~2n%LrXX<v5Z8HH=t+u0`1ZPsy^H1`QZq&c(c)+Ej{
zzXy!QhdJ7<%6Hi<@~QY}G+*gs$cn@B&C`lx4IQH9m^1SF*);WhW?_A0`&5?e>ix2B
z)7Jg{b8(sFmaX?()jR_^uOC?&5j>+xq={*Uf24RXtH-ffTNs)QDl@rW1ufsP%$2L?
zR$o{Yr(l<%aIoBxAMg3IxXZ7s`;;^3Yt2HnjB?%62j&MD_Qjkx-8VPn_~!O|$7lUB
zzF0ABhmTa5(A2kLUlfirsh<|=c)hgc<fgssY)-3kxVVnWF3!7jeEX4_sgKK4m*lQb
zzAvVme)ih@Z7=@FeNA(}HvPxOwc9`5J{0)jP)TTM*5j}3TUV}Fl@MdH!r>QV_IZ}t
zzNr1|yvya51Rdx7v(4k$s@%DAc~tgk26Pr_Iohw=F`w~PUq^V?>rGS77&Y%M2-RXa
zHADY_nqmjv^EY*d4jvyaJBKklUH)=+ce%Idlus#l?jJAtylJ=Br2a1zZM&N8IP`@!
zb|3uP#kNVSUE^x%fuxhpyA`uHpV%YLFn52gioCZUn@#`YSrfRfFWANrvDAFk75;Ze
z+-JX^%pTFc+vdOlu?@1_4<Bpj6wQ5+@Y?ybRn+<;vvRa|x>~LJb|umDke>pRRFd*+
z7DWTr;E+4bv*PBN7-XfToW5pmu*}YW#p!)Y+^2VS<sFMTafN;3s(H%ZoVQOj?7QTB
zaZ8f+nWxjWQ~Zva2QEEza+Wc_(Yq#%=q(?)kMSHgb)S&-`~2b$=2N63uTJ*5dCdMx
zXleZ9xAU8>nLlq_e$SF~G4JUVg}iiuv{x-$lKdIQFScyou}?d;OKf#r+o`;({_3%J
z=6|{D>|=NT(x<A|dL}iO!@f`S4t0~y`_$O6MmqfyFW>EkVv}i&C!Y%&J3h(|i<+E&
zyiWO&aF{i>CS%5@l{rhhL}WcRHDsUr?mH&0p&_;BdYZ4@)Kw?1Phgzwyy^PByGC4h
zH*G6dJ0h^7Mln-H+0$!f?wwuj>76XTdm?YV+<CH5RU`Ms%P$dE7+W^ok7kPK^|@1h
zLh6IfZKu?_3mcy&NSADy($C+ufn8=HbJ6q}1@fK~Hdu(+PhsHu9lf)(%&=e{N9v8L
zr@C%NKdam#&840wJPYw~mb=g8Zr@aqEHKr@$H?(t{`=gpduP;yQqJ56@OW;T*M6Yj
zectU?rrqV`-@~p?53J$tS9K9QsUI0Q@9O_$j?x$0Jse}Fw-_(pbn&)NyZyFTe~L7p
zzezC7T#zrKW+8fLm*ES`Eq@YBmZv0d{d8x?KEKl2#*RnabTcm2T7I@xKJ_9r>Cw8-
zJ`cxbb8me}O!k=~bV%mPRflqG*4l4Uy^AjFndQd2$z3aA?>-gRu57mtCnp&3W+m}$
z>;9Gf^2-7R;p||MuR9W4c0CDXeOQvVa@O>lOa5&>G2{1%&(mk^d%fuM-YLoqf0i9&
zPFy?JLbHDQ-v^7^I?U1n?wY-Lc>L_~aOZZ;rpC|u|6(&w``6yH?7R^9EbHoTW4%-^
zJ*oft8GL;uR-7vCd7I-RzC6G6$VFnOkIXBViPN@yasFCqqq^?S&+8n|cL&|ERQsL$
zs3Ao?`TwiN3zgaT8W^JYDl<>Ef2Q&JvBK}xWd{_+9d~Cxs{By!*6!)*Dc$?-|5aTh
zbtz-Ti*D_X`_;*-FCM5U<>$8M{XXTu>90>d%$#sRnP=jzZ)bO?{rfETL%rVF$Sbz(
z_VXDE5tk<To<2Br>*nLrtqyH&-}5g?S2f;K-m`p4X;zlsq3<k5zg?TV<8F7ckk!}y
zXKu&19jKVCR8u+o=hNJOoA;b`oc+r7!tF0dzRljYEB$KDb#wFRShH{I@4j05`^N?a
z_YhUJ6}SFBSgUs>>*lL@ds=rtX<I9|)&AQl>l8<^E*ZJUcKQdy-v3dvQFvZiy}J8n
zQ}o<D3zBtsIPRXm`6{_q;pDT_BB`6-XUti2rEdR8%dPJ(yNBL+R$N$@aYXI@9t+!&
zf-Q+koGnXtuzIRoJ~4ZpyRzQXUHg@~!nnBZJUAyM!PWU=ia=t#xa19uGjF0ml+L}r
z1}TFnnxPxp1t;<fEYz^goHZ|qH!R6nBIIjF=A&J6IX>njJMvy{f6nF4?#;o%cIuC;
z!tL$BZka}l6b><07yl~RapdWHnV#z#lQQ-=ZMqTQ@VPiw%lcR2iqnZ3CkQgea~`a}
zo5Zz_u|dw{q-p(Gf3Jv*3|ZBSEKd7wnZCesqjTd_4`)@Lpb0V=^W{49Pc8B}C0pP7
z@q%Xh?z1*rQgIz2U5TrMwJ(WmDc_Q{#ng7m>l51p)z(L9FKF;`xT49pkUjN-XF_Mz
zjbqObE8oBU#Q2wyso?$Dw}qr%2<wXkyI(C3wh=$$e`|~2hfTh}|N2+#`@1!0Uarlq
zJ^UpbX0p0$;doUv!}FmTmuAM_v=le{2|qGs<{f?A+R|!TGEwa3oLE-9%@S|*g-`DL
zbJ`{9Schixe>drs=cNw*|5hV(ai5h*_$2OnN4t}6pB$=e*{?ePiC@vfzM4r5F*7#*
zb`43M{>f9R=;7X<Dz)>p7f%&8_|oP2&mdvN|BSs`J{*}Z(7i|9;h@?^kGPE|{?u;t
z;0xGdGv$9r#FMRzUGak5Hnk6)2h>d2yz1_z*YA5=yOL~gJ^rz2i?aB0ubGDD&Mtj2
z$=#^CpLOZq9-q7G8Rt%)m-oJ5p5)bNle(haJsOJU8JmyYS$%A!(3%MiC613CHJ$iU
z_hq-mEs>b*r*5o?IOTa~gI~_dNpFRFK6lu7B}NC;hX%(?lopp+92D$+pekTT=yHBn
z=Ldd{of{XhZtSWN_A!r<Ui$xLhCv!fMxKBFxvcKQi}v;3PPFk<y_Gn?wP(Y!R}Z%4
zG`<pg9W`y{m)*Sm3DP?Z7F2ZY{LDMs^|SZ8Yg0oPGpzrzQ<wkyRJ-Zn*FHbIKgsU;
z_Qj7J*MG5e`t?uH&*h?EO6NSO3)azXLJ=SJogP=p)vXo27+R|Iu5VJsmQNCFCUZi3
zKY4^HRsa8WgX8ayn^~P*Y(LBjRtHYfc2cs}_j+_OLsn2+b>-369hFAy5vTuYbZR6S
zlqsk<g$cTOMy0=$Uh-~Y;H11Cf3B8Q-C23!{T9W8%7#||fAsM9A6eyg<5=el`8vt4
z&tK(w-&_+Gv<~1|a_r}nI|)pWEk0d)R;2w<EbY0@q>^)M4hma*`twKg)ww*bC65dB
zK6|~ht5csB%A#<<pv>mp?sHm}GtACw{oN5Oy+I_iy>h>B_*{d+0_9f62}cf2IwClA
z>VfY5^92IxJl_feI+WdiGwCl<e#g6KLv^|TgVx6np6zjuIJ!T!NiJILgOdEWD+j#q
zd&qa|>nLoyVSfANkw8X68NNs!7R5JO3SwN-1)qflE~~pybY%ChM6G=x_BnwT+pq9n
z4(D=}w5yqDx3^+O5X;n>r4>s&52h}9-uEc+-a<dej~mViZ|%-)$XA?tm}%ibcaA^a
z=k;aGDr)(R!Yz8V><{?g3$pNOS6*|o@bSc({j-jI(t0-My~Z;e)(=tNq@R9x{_yA=
z?%zKGmrg%Ce|tyCU#(|z0$bm>yxPBLMsfUk=Nok*23DEP{ku{xpN-z~>ta)aLjda{
z&Na6d+?Ugf&ia>gEtl(7dMiu3yJ!E716NKOv-Zx=)wrKEpGW!WE-%60Yo#^H+f4Ib
zd|ffqP?%|ZPHR?v)1+3t-e9R;FLDk|;at@{Nl9z}Wu<vX*6}+<ZOi}ts3$kI=r@OX
z)UszjUqaRieBW;_6rt`~_^bN&*+4dj3n$lHv|G#8EYiR3Yp{&Uw;jPv7iyF*pPBXQ
ztiWcAjT@5$ioIq(yr1%^a8ZoPovW+lKD|h}Hs_G(-kiA$yr$GvamH<7`6B3|sGTRl
z_*Qzq{MXjoE7o@RB^u<&Jl-5}@6UF_sb`m*m43E9bc3^j!!7x>6*FzQ%&osJZ!p<h
zUe9}1$n{5Mok3^aPWhUt=efmR`+skqe)-i?_WQ5dC(rvm{rADgnKS&Ref@E&pfYtw
zh`R53p6Tc96SmKJ_HD7G+xO3_WO~0aDgAt|E*KN|G^6+b=T$`|KOSkhU;kWxLg%m3
zzw=l0WhdIrQa<Y&AkQUmI`8sFUKdk_4-vDPF2p)-5ovZ=P{&&!(|=V?$2WcF1ldBJ
ztf&j3xqm8os^@Fv%{a`u<jNsSgDP*1GB(Sjjz_LuImCL2zcFd*Tj%h}RnypF*RX3`
znmG4G!=C!R0=F8{?8A;lYWz~&{Dp(rg6V;_@g}7+m6d+?DrT>!VUM%Wb{F~CZ|t3&
zV)mZn*g+e9Wxba^@yDCbe{N&XJb%vRK%&6~9hJfr%nzj3t~znyOTy(97geLZ@3xxV
zaNkg`DX&nFA9FH?|A30eqz`UlRugANNF0xSwIyxCoVXW{ipt(Qh?j=$xo}i`m&Jd^
z->*yb=KPtMSmUyx=aEd}hBay0ziba0E!w!2{d9nHKKtnvAv3;b&llI>PX1BOe)`K?
zlZaz`8V}eS?0V?5L8m`#i+Y6GE9Ioiwx$tbv;Wx5Ik#cq&xJP`wN0nIJH^+Lt?~Eu
zCgw*{Ug4?iC48SP?nF9kp5o)k)~HP`bI9Fw^v-Wxj?LnG1)kNj99olpJy{@aRptkV
zmYrr3yg&13{TIIyP^B<+|GL`EwmUAbU-aqyiiJ<^>(y#c-M>vhr>50D<j3br^Wz`(
z|2gyF`1LCRt1JcTe19x1bA8=(M$Gm1jSub<1jBENbuaqcYW7p`r_>8W)}{TzWpiG8
zgyk$~?X=Fy<haML*3ilL;(a*7iD%RO9o6?eiTbGfxS{vEN!6x5qFbI?OI)gKY&@PG
z__NsAAZzcLAHi+gLY_W$n<S}Z^C@kMOc37$o>i(J3U}9No-^cFU89y`A^7e#L+JTk
z#Xpw6%)7_H=&RN7;3w}}r`jz06PyoqE4VE_r~cc12sCu;dE;OIUan<xwr2b`-1m8&
z^t|9!sX6iyi5gFz34}>x%nax#ef;$2LV>*Vjb_mwSMNCbG=8${q@Pnw7Hlv6JAKht
z{Uw=ydbiD!Tb1;7Me}aCoj+|PO*bwq-*!)pBjsSY&1~iEzNxuy42vQw3;Z+!e(daA
zQE;F2qJYGXM9F`pg0provIsFN{5Yq@YgBW>WY^tYFRZ^5y>Ibv-YdOemRpxQpY8^c
zB_WZ?4EnuEr6QM$KiX@hmlhfZ2I#JM)3J@uZo1BbgxyP~>WUb&IkqRwP-EYHy}`=r
zn^nNCtb476iJu~?Oq^IsyyL{h7E8E#Jig?7W>vA$XS=<f531(h=aLTi7ZkDV;|#Av
z1?_j9pFL8xt)KsT)ysOvn;b_jmnQ#tu}iSY@Ta}bjS!BUgbkYM+J>)Q{C@3L@V=G3
z!S}BU%bxJig^?T!E|rG1y6Ep;#kF@8*V{V{&Wq)4`DY6}FHhu}!&6+miT9D%OZ#1p
zG3Wfs>VADU>j*C7ohNsa=kS*4fni30vnxe*INq7R{lEOldf7Q#sd*{IB}J);xgb`4
zQWlq?Ik5*s8=DvyaoO2%LG@S6dArxU?6D8Oj>UJaEsb9uD*wD-RK;8B_uW2#_ubw9
z3;rrJGAMa;PJ2^y^|{o_1iQ&IJro2OyuRN#bN2N9;FafVzyDiZJMUQNHIv9|_TS&{
z_uD_u;f}5U`{nWT;`k(=f8A2NeV$qPzCHIhh3(F$m3w<(TQvXN>FSwp#7|A*-aCI^
z$L!~`?ys%1yPeJB`K2oF|D7u(3Eypcx--t?Us&^4_!twv%<K}&>ZJwo)<^lbEYJT_
zJL_xvem#!q^3#|9f7rg!`+r}M{I9RVrsvo0EjIqlU3R{7Z|Lm(yW;uV1nj!bO4$_5
z6|A$J(kpsS?c-BTpOvY<_MF(IwqM-uQr7y<`<MU!{_=n2FMEGo-UWX**!N!k`8Muu
z$*W`UcG~a%vwC^_{-ZB$_y7O>zjOZ~$$yRd{st=pUtPYxyy*9xvpUkBZx$9lTJf{%
z`|MjgSZ-cXjr=FFMd0sKpOp6k)0WlG*=4uUzIi2obxXnHca_^x_ue_Tzbbb5q|STq
zci%Y@wpUxSUQsx7&R2!EpN+#W7@XD=eV!W|{y8E3Y#r~ni#{gn=0E!yGr_Oy{!>o1
z>iFujocFg^zss`P@b&cBpTGMz=)@TJEMZ~0RQ+wjiq4u4DXGBtRf!XPGjCi!kjr9!
zv1pPAuf=7bTj{;;g-^JhcX`i0dFj8J>P6ot&VOFA;B1nJZnc-y_LI+Vo%(h)Lw-|t
z{M$Wo6Q`N4V&AHj*ev<^R^Ef?d6k!M->7}_I^;&p8}E>7)_O)~0|H;)_#6^8W$N}b
zjAuC~-)cE_)Zoe7GcNCg6VI@R#mmR~Dn%>255BNuD*u}tsizC8ZqNR6&R61)p{}QV
z=na0Wh)1H&uPgAqeKUFeE8qA367F5t_gGrA<ALx2lXp3%?bfeOIx#Iw+`e(`v4dfs
zjCeApK6_}j>*)FSlQ*u`kN)#%&*S6UD(cPelsoS5dFU+>A~Nghi`9#+tzPtfV&3K0
zf``AHBI~vmE}V0n_10|N`#;2<-QRI`^Nlz@bCxOBN@d>c+_Gl2@3m!Xh0SEEkGlq~
zmpCGwb?WQfwg2vaIOeJmYcMt7+5_+33w$c~91L>RSFB<A)G77tP)y5rx0TW*`_|lD
zu=u;(o~UQr!(Z*%e)ZF@klfD?uNtW(#xS3@*>T{)uEPwU_rCWK>3L|j)^lrEgow<1
zF8>pJPgFHte4VsrW<bcrHxi$3AGD20c^9hvH?00pqgsH-uLEJ>f@^b&pTF5~Q;S>p
zn%Qiw#|NCmcPb@b{LQ+2Prlbh1Gm5%k3JlD`j~e^-0srzp=NEqO{ayc9_E(K^<}wy
zYyZiGPfOm-KmYcp&3FCNFH;TT>gKic>#0{H9g=Cu%L+`q{b6gud;uk<eKj+hm>+WR
zv2>n{k9ume<4f)r&WRjG;YBIGT6lTasI+jk<$Rd(z<I}^FV58;_Ec4!F8Hn`w}oqd
z><;gP>7|dkWFD*eKi$H<HP&jw!lS1zm!DrC|M|$zzanl0Ld;j5sJ_^gAbMz_?)u8D
zi{;|tzg9}biCz7}@aNc9huKrrI)3euxW`t$rsRPS|Af68w;PKu<h6|OZOEIoJ9hHf
zki_Mg9IJQO+&p#N=<t#QwyRIFwZBb_GMsVqUc=q?>(W=ge0s4+V#4JRIj@DeZ}Pl~
z+KiviY8RSgU|l-rarLbu#}=|I<eklE9hH_JfA`M0d24u=dcLWQ%Zoa>puPKNMaYci
z%5N+_>yuqL_8<Nv^nvlO@q*55zMccpajm)A><TTP{FGAotL$Byb#K4tZQHz+pZ}c;
zs0mq=e75~;N$cL!yc>sDQ;UsM)HnT7yRcp%M(yQM`>oSVU;F0HoPB2B7F#xtn%9ZB
zAF7)59A$cb-_UZO%rnigOe$AxHp_Q5gQB-wEV;4~JhAhZyNfl8$i?#P=+wEi!MXUu
zOY>8|^!k36e)ZZo)9a%~!#nHQr94}ki?-UEdVVtdU>Ym-?9!)Y8#eE-vRNW~>(`yV
zuUe+J%N_sv+?_Xf<NxnBrCZnE^gc0lib-5vsZ#S|jU*GrmX-+$l?xS@?b_qhqI<#Z
ztH;|Jf7b;ix8%+Fyim!CX_J7vTjAt`mz0$3R29FaG_ud$yHe-%)YnRjSf!0V2nX17
z?bf~-bM&RC%<^>)0~c5XbV&VqEcnOlrcJ!)!Sz3jdX~@Iru3thX|kPmlYQ##_v<+7
zp0^#_%JI*`Z)d^J$6URFHS^QvOCPKc{j)xO-@)Jg=G>bFPgGk(mCKuP=kD3^{rIG`
zsWG4b@vI9rD!4IAg}MI1p8cP9z2Du}@}PaEj>2gXh7auOX6qw4jJHL)dmUI}w)IW(
z$0clQA5E5*@!YIFTP<$CS2pibHw%f)t(s*yHU1{9oS&K!-&F45pSkGff!%3ca#0O;
zHyx1|GCZNU(7R`MM2e<I`1&tyH-Gm9aL%~2|AkXwe%_6SLm9m@o~~$%jl8em^*k^8
zE3a$*wHoF`2Vo^gW*O`DS;Z&LyQ{c9oz5t!pp>R)-+d_Mxw4i4Pw=gY@7z=0Z)9+I
zcKS@NNQz>K=f#~Iwfu9s_A(crW^Q_OBdBuc(Jz}EzxH#urcX|@epTbHvCDgw@`CsC
zCA#uvB&5Ed=yXx7b;IXM|83G;_hzolxS8sms4ntWkcY>0@^W@D)3!yi%MLNPuJ|X=
zwJx%BUp-6zre`x86IoPR7llq~>+$<~&)t05zMuI!zoc*4Vjla;Yo3LWzWtL+zt=zY
zQ}EW?+im~k(s@()Uym;xXZ)@Bbbg)3&;OA@|5iVWZ{Bsda_fwD%1_&Se>LXSExX>p
za`%sGMorEJcZF-4W9o|Xw|P#I`1>-v|F&A&w9?*_(`Kd_iSkFOc*xx^uwFXhl7!vS
zw`<M{t(Wq<YhpJ){<-(>y@m5<`v2+Mao+FB{lCfq`x}0zO#S0tIA3O6mQ#hj@YgaA
zw%LqZX8mzHQX6*khu|G`_wRNxO<OFz*L`LdOR&Cmeb(&VVh=<=?|Evw>*(2<+hWJJ
z@5!2X{`De`XFn&%UfLkI?WWWo)kn{^%WTq_{XDNGaL<!z9kY#m-uLV%<vne7=5us?
z?`E6Y<0Ai8RQl;<t~Bglbn|b)6D9Zik7iZ&<+#judj3WuXZCa1v)sA!4r_;&#Z}fj
zezx&Bk~7mr>(R6RSreC}%$t0Ap@c>Ina@wV%x65GVj3(YH2b^Rmh<a3?lQh;cI0A+
zgr63N%a;qhF@F~LZ#o}u`v11FAHTugA3gd>NwJ1|_lZ9gdMMxehiS`x84Zr<CmME5
zEyzr}x~GcW@5O$n9b1BD7HCE|Db#R0G^)Sob^ot!N4hZ!$Mkh2-#DgQZTQaG;>{U#
z=Y*m4mNUD>&whVYeSZDvJ@;Do*Tqktt$Mn4-R?VX>q3kQcD7GUZNKw@b5Fw>V?F-~
zC#_1`Q@l2<xhLr3BsME$(VM&{E1L=`eN`pXrShX=4AK-ff0V10nR@2jR)YyAb@muf
zyybY~uvy6o{?{)r>ibXKbH$7A-h-9Wb<GEh_ldLSo#&dgv2)UP;pK*0`Wo5KY;vN~
zo;$I5^|5Pr?q}p^H<X{IE>$JvW6;?#Df17n;?W&T9!GBuY(2fxVbvYQvp34~#q)0K
zADUOkvw)YGLvLE@8K+4tQmK}{IRch*nx_eGe4<rryuf1jQ<h&%r5>t_Un{TFGTY{r
zcG%3q`O&nHsf_m?__(d`dZEVjm}5@0{He~9uNs=tIr*NdT>1D!`O@TB>tD|cuhekN
z$T$7npfQv8sgL%v&}+*d&ONzo&dFDGl>)*}m!9~nN=kAM5NWKe)?X!Sw1H{u5{G+s
zUrrq7ERLvLHKQrvw&K%O_6Gl71fPBQin0CoM?c0qu8SHQm^;g#ap}2Qa4wJE$inn!
zuE=uRw(@tE1;gsO0?p^EuxkHX)2<|Y@Z-7FB`mF9Ebn=q*_CV6l-&PXHBjusx#&oi
z<b4%(v44y9Oiq#1x_8{VR)p!^&9`+H$F1jv3w$_NJbm9AwtJmt*jDj>bN_HI=Ild`
zdzER~Z@6R=w`~s()lj)NGxVn6p2<v`_s>_^w(_IjR_E+0?TumEKllZ{JM=iCYq5f;
z%Mt76HWye|GtPM_YTr|S?elHZTmR19iC=JDKh;9`>9@MJ&*xenJ#tgKpKdsZ+5OdK
ziE|N8o`$s*&vsdUTk>4(rUU*C^H`(>=d#EDGdG&k=x6<Wy@uqu4V5))hj;RwyZI+E
zRp-$8bH^ORj^&x1`<|W}apz!6@3PM8`{(s;K7Q)Qx|<gL$*DYwX5Y&u{*qrxo
ze%GzLn;e&Cl{e=W%C9Ojf94<XZf%+QvhN!1tL_FmtWAhL>AX5MXI}ixrJw&ix_p27
zgu`B<ryeL=(0Req)Y-r+^R2q*vw=c{ph9`Pt@@)W2Vb|X<>Jxax=<wT)2F!TL)Usc
z?BYdEK72mWWe5B25}$1`i8@wKTsbm#J}YRjzRgg0D)`}r$8R=2yP<xb-8D>W^;)A2
zs|U_&9=uLkKkwO&Thq3%zAm3PwPb<&fuyt);o~-JbFVh_EzXx{>Ih&t5?8W!k`lMV
zwp9#Cr?34`-BcrS{=%lXL>VjH`E&j*iv4{l@u7UbSFe}GqVRC0DAUy<npskE51d~W
zy}Bp2L-t)7%LZ*u`CFe>>WbZK?9I5kbM1<<*!2@~y<+YQoRQpB^IEa~Ny8;W&mA31
zFBG^6a;M!><GQs^$l{Ep*~W-qzKYv(=Gutu=D97xVdyL5w6&_+J^I%Bn{Lxvw|m_4
zGtt&*U*lHZJZ<{X8#P}$g3|OEbQfkXVtM=b<nl{Jk-P0?*W@qWwWjc1;6dH&%ZDGx
zE)4o*bnd|`U7;)TNkyG!iUkcjqWc;2o6~}}7~ILp^maRP-zA}G^B1$g9r|(^i(fBF
zO=-Hy`StMLGb=k++)DFuJAG^Mmnj{}KGz%mS^eOfn#(zNj!JS>Qqh+q6I(nlEmiOH
zd((OE{MN0GJ?}YR)u;Ws#JO|5#P+j+j}G1VdhzeGJ3Ec7?}kP_5;(7vyUw=yosw$e
zP7fY;pO_>6KWWLHcr)8#y~>FLYBOcjBJ-^-&U>~!Z%U_(jR!-87O#Yb*=b`9&Z>OL
zg-rJ9?S4@=IRA9|b|pVum0e_{)!D>vEtq&xzkQM2-j@e6tsGKM?Ob<eLHoyrpZl9G
z>$fC^yFT7;@U-D@(ZbcO-RkQ&W6phf>2;g!b=T4G)W<sh%flq}oSXOds?Cagu6uo<
zUM}<8@N1sM$8wL~of6sNtA642X1TqV);nCM&J<&vm%PF4S=Pnx$N29Hxb4!;d^5NI
z?8i#i&+pCuO4glY4X|GC`f8c|mIpTt|DJ8I&-s=9z+%Sx`v<<nzdJUuqkYD|1l#-h
zztU&VQ&oR3!O)o3r+)LNi(m4uiSNJv<$czke`lA~n?FCFC?+uL-?6T}x4(!Vt3K>5
zYxvjPK)m4|$71Kp_gxOwoDb67bu(9BS^exi>xCz=M7=xkMe(wIwEyg7`;R^>^Q||&
zVt@I|{+}_Q1o>wCQ~T?4xjtk0_V+jD-uL<6T31+}>~_neJK@1p-F<VJ8<e|UDhjll
z)K)mf-eNeKd-$*mQzPfgoF}Y3o+9%$w4I0zyUnp)DP!-P=0$dMyTnd8?5$D|y7;Lx
z=76rt6US>Rk{+LYj%fT{sCjd5_M5UQZZTa`{`aPzH~-gQvOgHqQrEDWxp;EM=a}7{
zhrdLM^hi47ZO%&TE<Ifz7q{(&+lp1KiJ6uK+W&W5m05K%zh>`-1H9k9|7|NZkMuoY
zoq6;}UrP$h@us@gn}ID!To3zYPTIMeO>~zl>T`Iw>PP01nQv!2Khw^>>;3hA-t&zw
zq+F;!-k5h>U*g5hQ|5npzNGV&l*T{GHdDE6XIJcOba5-MrZ;2y7GBRss@5;w@=6O`
zowmE$`IO|@`Z8y!UC+Ozp7s0dKjHgD5C6GWck=Umnm2j-_xl{5zMWLIy({`;YtQBR
z3i+xRO}9K#Kk@r-^Pb?kDa?-dQg7J_y_B@&GcYetz0P5>g~LVlMk^zC;pGe43tdZO
z-#RhAnJHm(X2pfl1t-?_&AF)OqWG?z{axpw+P`0`63<R}7#(D_l3%azmYGiJ*4!?B
z_3qsE=-E^3vQMWzan2K-zD)muXL*hXOQYSz#;sqK<hCkaY<NCvO4mMR)k``LJQ);~
znxnePHcJ1GTf`pMv5@&x^V{mrejUeN&g>12Nc9N}amx|iJ(Z{T(jJkij(�%IPIj
zWSb7Xygpe=W#bt^>B-k-i}n>P`fK_<Wn1>4DGsOg{8wDdKH!u2>!D5~N2Zxu!uMD1
zRUu+cN34uz&3w7raK`(oJXO<v$c7q}OMLEc3!lg<`(=xn=e9Q&f>{%t;~W1!$(C!G
zYH-0S-IH6r>#5sR36rbwZvvf;-+TYIck|nQm;cyh%Q0M=z@@=dq_^@RSE@S8EUTxp
z#J?CY=^y6b>p9K;`>zhKXXWhGVwR>otQ~tcCq$abD7309D-F4Mqh|kR&zC#DyF6U_
zw9({2=7BYe`_rTH-8-C~X?{3n<Z$53KmPM?P6h`)pRR8(=ltgn7iYdzbGyfTI*z~Y
z%F_sgDP08}N1g@yv=n{!Rdot{_fNBE(Ui<tZx1%T`WY5IDd*7!|M#*xO5dH~-=Y0!
zugA5>8|L2j)7TBq`2E<uS%Kk%PC6@(a$olbmf}9&8QXanBtP@`F<kp(BeBBma{p)h
z^&LzRigy;qypbvV9(Lm#uT7$V%t4JWCJW}R@)XUR+xYrpPgc<>Z5fxV0@E7bu420C
z|CclLW}r_`wEM*F9L|f@b0+Q2dzj?6bk&EP#HO345BDsYvG@Xe*_TP&uWQ}jr(b%$
z)`~}Gx<s{f`y9j978ed&xFFzOz3!!hK;?CzX4~jH7j|9UvDs%Wla7A9(>ks|g}pP%
zJ}9cGpXZg$Saj;ZXURMBZ5$WeX4B91Q$2cqozaWFl?Oh5-dTGyD1I@^_pce6YnGIm
zU%k>%=y6GD7gwSE9ELTbAzaG261Ku!ho8yVCYx7ip5NZFi)o{js9jO|^zWUgO&(1+
zv`XT5#GzC5y|3Pd+GIS9l}}muZPL%<Er+=7ZGM;0et4T@qxp;Tr~9wZl(D;IR9I)<
zDk$S7H*MLo@9z~?1Z=nz5d8VMV~G3AruJ*se;$>rj*JifEp~ga`d8N_tMkNGD)@gf
zyEtvXm*n|HO%4|2ZrT}l*_sRP2Bv*5yB=v>xNwEhQHlB8Yg2YkI`r!PR91)A+jQm_
zd2!3HESvGwH~DR!x{vW&A+e3TZC-`N+hPx?MJ-u;>BiZ!68TaRJb_&W=Ax3z117Jl
z*g0*(6Xy@noZQdKg@Yo4f-RnE?Rab+wohP2!Y<_xQ({*ySR`#TSBlNa&NfWrqyM@$
z-w&0#aRn<l-)vFN%FJQQ{#NsUoBgxesJ!3l57*z>{<hfY;`5x}{}lKC+;*Nn%5{tP
zlqTDw79ZYi+aD7ZKJ(|Z+yAE29`nET?ReUeUzzKfZ{OpNV$I!kV!<KK&BqV^J~4fT
zS8Q`W3+v~pJUYET*6jCMeV6~eb^lw~9!p2l+zPMBTau^!h<41(lUC9=J2z1%L;KQ4
zfyN7M%o+w>Y0f4B-(^*1+V+2V<*;?Lo_|b7yL1fyq>W*ghrU@UgtRRwl55S#Ea{p$
z_xIH&J1^biJCyyLN2b$jzQkt7qsA%OY~glhdtUr>Smdu@@P5H+jak}Jf4jaVslRXw
zp3xH0;QT~skACXhFpc6VD}x;OFZ9c~bnCK5xVlgIJC4X5wKWs3W}jwX?c0}|{&e@g
zVC7X4zv&(nWMfkanQij-((<prCff0o`logOTrPO^WtH-(UFytxEBv_sSeq^?QZ@<x
zq-11a_VSATosO(GIyK*$P5&kIwr_BITk<ENH?j7szJ2_hzRWt8+Rt<DH!w~XdOdsc
z7MWG~?;idA^-P6(<B1J6SyhWSh2EbdRr`<k>)GX3FYFJyf2XD;Kk~lKb{(xr{r$lg
z*}8LgHjAa-PmcO^dvmY+RtwLK3uor!85U0R-}G+Fh19vn6Jv{+mY<V4Frz0_V|wTT
z!?q7EKE)mUkR)kw)z*~t$+;@E&Uca5k6dr+7Cktb_5DPdQ%?@f__Tbb>W4Rzbu6XL
zo@soY!rT{}V9m`Hk}hy6SzKeQT!+^##m}~En?wuz-)^2NvW8Xt6=SI6xA6CdEZHS@
zVz#kHtlE6w{;GyeuS_dedm2qh`NrY5**R-r8Q<-{tQ#uyrj_uB&A(dLHE~-1gGY-Q
zlI)JVylvI}mb#-tFZlcN!ovEG?|ZxXd!J6RUnA2~d(eB%zUxbECD)msN?H)OL~F|3
zmc={NTvmArM#o5eX|mLM^?IwMv5u#=No6-n@(iD|Umi^>d;C>4_1xl#Pfxb`S{kxF
z5#VSN-lw)e_e^XIb8OQ@t|hYNygd)6m|2Jjo|5T``F7=jr1$pZr$75{>AEYv)L{&2
z4{wV~dF=Dv{i)*iw(d6~8<jJ5nSU=&jOKgIY{KH<w2V)8vcTErj}}jVU}x$p)$li0
zbN!rYX7lcrMK6!vIH@=4Tkf&;3y*D<X}kMBu(v<IzU*X$eay3UoT)b*?LxH6;zP6+
z@!y$H-q|tz=Z56wW3sEiiA?hR5U{;7Z)?KechheKwr;9WSs)NrcX*-Voc6OmN-><P
zL%xKB&aU><-hXLfmdQn*rrLd7PlGIT7li1Um2~kW*FTDRwY?xL%;BKHndzU61TTi!
zW;}TmCFd#?czoLJpT28L`CslZQCk@0y611pQ?-B)6=~@SkIh(B-sw2KxIQ<yG-=<%
z2_*;p{`p-=|Dic8n&q66S=mqaypy`D$qjXLIRiT_Qxn7$b*I{HkTPDM-DJh}#NX^@
zmA7d9=5rzqQze!x-dy}<P4>t5ORMVIgf|<OFAc5T_cPt>$!(sA$J%NvHR=QtFV9_|
z+4oqN_oqag-OIL`o9`Zp)vCWJIDfRz!fkfb&X99)W>1uFyep}8-q$((n5dkmfY5E%
zXVcAj_upB_YOyu!{(E+*UyW`5Y%@AeILGtw?#;>mni_ic?ED<d>Wuco4L1+UzO&#w
z!DFdft-%TEo3CnXThYAO%xMwV!)1-qd@omc#S3zI?Oe>&<NurO!22^dTvgvFZECmr
z#TN5L=S0p8HY1}(|0%|*fwK#PG%id&@MfuB#p0Z=c7>roIxnR!d@+arsf*yA?$d8%
z)fUC}x_DRbyrJ<UdozE>q?-Zf_O&^H`stnFrjtWIe^S`o>^C=FXLVQS+1V2#Bl6$7
zK4AQn{`2zV>4LXAm$dXg+QwudP}(e!S-m9mtA*E%orc?=os-(!`u&uWc5Yf&I>Xlw
z4ig!-2HJLCTCI0+L*cm@r|%qzYPXs)`N*nT7U#+^i#N9$3mz6PcaqwbKEFDl`V2#~
zLC%4&6+T&<Z}bgT8z|?VON%zJKatkG;NjNzI8%L*)5?WEOt1S!%Izw961bqklQW?y
zz4|4;`-4Q2jOcaOi#o$%lKron)KqraA3cB5$>^Vz{)T|Y(@it8S06qt#G!Lx&KU#2
zvz7}rwY_2&nTDmbw{G;D{#fqu^7w<t7nKL4&0Db9{c}`7X<h!;si~3b<r!x~l$mC|
zIk(=i;;Qsa53S`>WV5pDS1c{nc78H9$mEp!?6tkm9l~n1?EIg2?tkA-`@@~=XKN2J
zX5Vp$O1$HLx9?3d+yCiKQPv9LvwrWaI6c2{3!B-#f0Z8DS!;Y=YfC0)t|}-$yF<%I
zVTzLIC$()Z7mv0#J#zYcYT3jM7ra&_JU(B4?%S08GRw<b-d^0F_SK+b`r6(JOX6=j
zuCuF^-mH>SXp$6O&U@BVQ)8C4{bmDJ?KhviVjcHyFJ0uc^~2Z2j=Dt-dmXHvY@B8B
zI$`w$L&erZuF}cvO;6{ttrOE)oV762L9X=>k86(vYw{-VpgXCqrtFEeY`-@c)i4=%
zI~`P%;WN3TdHYfIBH>GS|2lNU=XE!E_EbFFV)r27nyYX1InPPGToYFPJ-o8@WI*i0
zUzx2d4^~U8Ug&;W)X;GW(~;Z@b7rr!H2<-r^COR}2wz^?gy$#TOclH#c6vtp*93i|
zqHE_k^xS+;|ElE*S|RGf(vqCS$hXk;-}{W-ZHIEp^0%D)?ZVO3qT%em&0w>!-~M$|
zH{X7K=%7vBruH_GO=q;K|FhM`F*{tIzi9>M<BF8o@7J(g{CkA$CWroY-k!T312pz*
zkMg|2=|1W19;H))jk_8oZwvhEx_0uw#NUmJ3!2YZN!bW;ty`Wl*P1JL662QHp@DlJ
z&B%MPvd#43dybHu*HpWvJUZH{AK+4Zn^#!xLdC6`3}%62Gwv-ulJ-Qew0QT@?Sk)X
zE4GHD->qF7^F?<57kOUi!cEq{7fASKEm{A)xA@}mH1{;;pYBB$Ps-ZmK3R16khM^S
z!t1xMnfQaV`QAU@@YiVJI);yW8~%QJB$#7=L%t@sTH|K^ovQQ@Z}t;)r@!u)>!kAg
z>CJT~>MA$;+`GefbN#}p#Z@*p{VhbwC;wfx&Ry%(+|D~O3Soh_n?t_1Xs-HDpT+c|
zTHi6L=)POq1`}3|?DW+qe&$suNH03MX~A^I`hyScCe0N(I49<|LuGzi-SdQ^z`vQP
z>sa@<RzHrN$MX60r;r`j->a^W^I2=4c(*3uU;P132d$_xIUIYVmStEoWKTWgBdc4R
z(D#F-H|>3k``2@(%iQ%g?F$ghadeoqQc6wA@I%nfJc$>&lNYRh=pnvxYmu{{uab&L
zUQ<NE{8<7IPnFGdi?C`F7qFHTKD9u~uj)*t`sB>^((0ydH+Da{({r=+eN^Q6&PNMh
zaEd9ISI^Pku3Zw?(5w1pgU$2>-(KF)ymB^p-qh5^nX5RCw*5RRv-eor>l3He=I)<X
z@?uWHr<Jv`WhyV`J=M{PJ8_1QS9$xz>kHpC7(Ug1{rZ7$)RGnFGI#jxx4Uqi@lwXY
z#?S3P9pc#)xn>5ZsJtuIN=T5uem!w-zd-EE*A2H#zLXZUUHT+&{g+h-Gyj*;h>-p_
zuLXEHU%h5fDz`d&y+M5nufj96*mu9bm#$cAx%F;kMZD*8erbKBCwtQOoUxd9WJ0)p
zUVs17m>(NzbSwR@rlc3A|NJ3ly!Pmy-Nn`6Rwwv0G-6H)88aU9Vz*<`%$Y3od(sr0
zW30EAY%~;F#l+(iA-+eOQEr~n=EHn<PM(TVSw3Ov)U!4QtgeQRH#jyQt!_A!B-3y_
zCDpK}T)$QIw@H7?$E@qN`=1@1|3AqzT`YmGrSOP%(S<2zcmDj;e!M)2{cD_eRCI@K
zxyz26t1Npw#V#}ytzGh9*KzggNm?^FSe6xhJn&$qsZVd-49B}3>;2?B+zOO4k9%z0
zwRgz_%h~QZhOL!)mc}<X?cBWNf#qRd(=fJ7>#AP8x0bHqMvW^YYQIOfaikodb}Gkp
zO})-K{|!5S-3)Slw`Io{zA3Svlz5jPdi7J!La#Z=rsYR!*T1jNAM7Z->E!syK)m?G
zCq9dJR_EHX(ynV6bE?esu;_dBr}-1h)6<UkwF~Che^~s$f+?pfVaL=BcTLum*t7So
zejD|2?d;{xA8x(-;Ah>u!f&&-TzgabmG#TUv&XUpxfJ@R{a13aJ5iMwawBG^hGJLP
z>$$Ekn?hVN{Y!p*UBVw@R-*aox7@D}&X2GCynF5OR13AJ{`peJRoXv!$QZY;^t#i~
zX|YxMc+dBx(|;Nlp3#dw^YosD+O5qy<Nsf^SeD_W|9Hl#G)aM<TrE0F1AOcSk55_X
zD|@_VPNJ2Kj?|(V)xSfgA7DEFWy&ELvEA=XS9$04DQj+vDR~{Y%6r?TvXy#rC65ot
z{Rq!3QV#y)c<jMx##P>Bb?X9RnQmTY>&pA&u*zF@jrFa+7FyCek1R7^^PdvtJ5%|)
zm+P%b+;PT&E5$(`UClfB4yZp`aqOUp%-20pXF3)eRnI<M!||)n!N-51>W<FEP8s<V
za~`aaG@V-7JLBTc%gXDHSn=rHJsg;ycUJkughe)8K8d#ltoG;X&yU=DXJM+vy!&6n
zzb7q{?)$hfb;XTc-~Q^ZzVc{C-d~5diK+oloc7rW7TnyR*ywXjt3lz%n<;#;lF}U2
zrruNePc91f(M)c=u>5NWXNj4j+WI{^XJk%Z-l!YTP_1^G+fOcbYsj8;X`S~4gMOdO
zRKGQG&VpII*H1{sM(RE`IJ7R8**@s!<CEMv<-SwqG~CQ`n(e6U`hRg_;_b~#`%8-d
z$vj`;^`Y;<?ej0MEtnTm-NC`9)o|v&e&=$>sD&%`9i1f{KSR1zbIoZFj*FVlcIC-;
zlwLfvGcro+W*}>scEgvQ^`42h?4Efs2Ax^w(m1#Ez`O^u4@`Uc?#CWIj#p0vrMeEU
zS!$$Gz36Q5TeaJZ8Z>-kzT`DERb8&qQ()fEa_xKWijb)@7Px<x&fj%;?(VBhH6kh@
zF02Y)wH>BBY>130ipyX7jiK|@@2R<q`EqvTOg2l|mSe4+Hr;o1u~N%Fzl>QkG#cb0
zyOd5X@zLC6S=8^<t6`xTQtlUYM(o?4lXDzuE@d87_|)}pXJC-S`6rEhjdQH`t<Q<P
zeKwP0$DXe*!#&dHZHjJ{K2T{oclONlNBK9YH@)Y+I&I_LfOjhvxIQy_6=%n!C%$N3
z@bh)tz6vUH=1Ye4zDl@e64>Ow#zU;uNMGvIq5fx2J?ePAD{)<0dSc@#!HI`7A877*
znVh1;^+RR<e%}`yT~Wt)q;|hoRQ>lzQ^!7DdEWO2zn)%ulxteMVo6Kuw!B#?TGDf#
zMC{3(y6E%v_&sOYH*T3D5x>DhTy^EN14+lF1mxBiN3WILtRtFVY#1t_8IiH%<a)XH
z>$<m_PED0QdOO6vX>R<_FM)SrPde@GU3mI%$%=|-WxF}yrIGA8n`2v@pRKBpzE<;D
z^T}r?R@SbFx8dE}8#momm+Ef1c(7>MsY{zGW^bG0`f=MV{o|T{4(f^@G>N-qbb@_j
z%YR$Z#F>BUZgorzs-3auv|C3E$3_2=)n(E@<;}&O_i2lCYj^nWN$|~mwIkjxYWLcC
zx3|ikUH$dnu7F$L?5`Zvo>O=3{1!)pVrz+*B%V2I+gGhK+Z9&yFlFhc`$xI+c)z`r
zjoss<`rYS=#u+2M_`655Pu-3)Sh?_8VDjw$ZfBSMy%snB{!wqq`-{58^MZD+&i-)i
zK+L@}wZHqzJ|4<l{&er#8SA#B39e^cw>zV8j&)O~UrN;%!5cGgR2pbZvAe$@gR}X#
zg|XuN+DDTYz1S}DCTGc2B@2tx`Hz<fb}F6tx7#GTCf4SI&83RqEz%Dw=g(hv<E`Mw
z=%2yKteVb-yJqRNE3J8X;c5D@Hpy$NE_|QCX7}Dw`qYbmGcwMYxo)`9b;9h%gIgx2
zeg{c!UDbT~#@_$mw?y|keSBHG#CVnY?bStB3KODI52#phuPxYW-ZJU%x$<+n#qEFI
zP5ib{a{lb=&!jF#*W{n%*?l`SzU5Y^dEkd_zPqOHOersQaFLxBoMS)bRNUrP*^i7@
z`2=#RxVA2N6V&azmYZ=~t@-CODz6^YPItU<bBg6@&im7inGW<D%7|+xrYxKk;j>@Z
zLY(P*o71H&ehzCKa(u7<Trtxubc=CdU(}5Ky+;%-u6}WXS@^TbDqGo-8}0A=*WTW$
z_;Y8xF`v9!|IC;Bl(x?P96a;NfmL5wOxW8FiRPZV&b#=Q&HHudj=Y`WI`P@svXY#|
z5^h4Re8(cY)?L}A(Hi${g>ln92A-BV4F(q`JnmyvJhQEP`r0X#9ru{S*M-`<)rE)^
z9g(Se$6+TpCFGpxixk}n({_Dzm~vlj(_Xtvo;vqtMvH5xaZA-dH@UpSh;hgBeJ3CA
zoV?lKI{B*TY5fOcF;kpd82tA;*@m^xEt04;-n37)>Ao<lfcG}hZ@*_5mQCByZV(bX
zW&6vP%t>GMFRW<EoOP>c@w|*553+U|=@?90De-fj#vE${|7w4c0ydioMhuO167y~@
zX{k#*{CwKl&O=ipy4PH{`fMS8OY!!*w@I<zH#y%6KjCk{xo#qNlV`y8wd{^hE`D=4
zJkcrfz`b+IH_ktND6;ClynaSW^sB2yzh}HjJ!H6lWkQCU$?0tl_65;X4sABRf8Aw~
z@{tQGi+}&wcv09au=)GhOGUzel_V{E=jADtER>$U{mwET^NBu<-n06(l)INq2r>OQ
zC*H4X%_K94RGq7fp1!<PyE#|WL*vIjE_sm)%QAc>TF6C4shre5EOc_h7sp&lMT6a{
zUtXE)+P`~RwbIoL`K!O?X*ftQRjIKtT^F)sJytzGhRgL|S!!`kw}t)p!#{2IKa-eq
zU++>`{5DsX`Ndm4D*j%WaCu9pnM--OsQ;Z;Tj#hw*pw^k`zzFD(!tHzr<bSS;y&@{
zZSyYEKii&eIJ$a5kwSc2mXmgdX+pYQTY%bz{b{x}el-df+gI>qN6i*t^n8D|`||p|
zo!dS?eqr){mAJx>9+t|3*)pw-d*d4xJk@>0{W{bvCPe9+j?aYr%^RaQpIiOql8v-+
zyf<n8^_5I!<`OsfeJAXnXH;($vwoBO)y+XN|Du{~sy~*ioshoe_4KdZB!&GGH?I|b
z!g}bg$;aalr&>queZE`x2`k6W(<=_UE(s`HbVby0%DEXU<X`PCQ>r@Xb%do-Ozhx^
z^uS#Yay{Q2l-c#rf%lI5uMf59w&&05i&uu;<X_R_aPak_TZ@-&Tm0Hdi1YHk{zGj$
zH*SBlP;d4z-$=XK=NAgTZ*06Qee0%ab8rK1Mu)KKZlkT*wiVOFCdx4>nWiP3IMT4Z
znD>fh`t2AMuJ4!l9*gzPx%W45YM6TV`^tCs-dohBnb%)BzdXWBUATQ~Cv)^QmdnSw
zd41*tL~KajF^Tb<@y3a^ftMEDue#s1XOE)A>H3`I&5V!l`g<CboOme1_fyB5Cr>*?
z*=lA^QPBx2Pj&WMPmwjberaD$FI<s+=D`IM*#o8~L5~kF)4VKxjOWLkB+>JGmEzZ$
z#cJ*<apc+&U$dZKPIr@|^^apO-*WmY?yB9hCuHihlGNF|pHJCjR`&G-=eJhoNv)?j
z^7Qy>+>|>+UM#+R+d?8{<D39C&W${MM=Pf1AF4>58E~|G^3|>Coco^!-RD?XIqS+M
zE}_q-B{~;1OfNq4IY2hnYq9w`EA#V*vmdYd8R&Z5@sPxJjRgl*yA@{MsR(^jlr}wu
z{fCIx{f{5t&QRsOb8&4#^!DmK6{?3UFBN4<8b-26zinxaRXv|`;-9#i?Z%R+fzdHn
zLWL?Pc!((qUMv#bA#!G)tze(+bipRkY_;I?mt91^C_GqLbnp4?l`5iMQ3sahKhJAk
z;d)Kxz;C_xX9LC9#6BE}O=whotKqlBde@`;O8pP{w>F<GRW<#{^W3VzT|_&<mG7p8
zz2`3#JrT#BIY)L0uQXKJG{@reoN28gCpGn7PU`v+P<!AK7rW1%_?EparTaME)x1pN
zk7Ucas2R^5aKcaG$bE||#Syc3#N6i#x*tqUK5X=Kr|7}6+Dcz7H1;wGRcrgo|6G@M
zipea{<^GMPS2HBu9-N}#VX=%S;psQ_kTox&%DbxWKib_Lbs};xSD;mS%9C^I`*vzR
z+<3O(6Z7mXuf^8Iim>f@*y6KAck^`Np7jYyujN)$Z%VoNHhkH#kPnj{9WV)V?X#_2
z*f8z%`)QerRX4dD{c&~As|)kKPPa?(^P9VK+vbT1|9x6Hif)|>5A8Tn(;s`f;%A{%
zgrd^rSEs~7J0gxfbrw}R;~{$^k5^P_(-x0?g<`C{`=b?`Tu;VYZw{>UZ{-lGjco16
z<#YJiuI(~o=dXucg0oGP4{iQ8TU4nn(?F!6j{nyE`5HP8HuZK)mRhqYxbN7T_GxQ#
z8jqbjw>PatW3D#e66xh$@sVANX5}9KawfLSw|hloyo=!LJ#Saa%#1cxQE6`YcJYXU
zfo84G#meyJj!6$yL*7fe>j+133v9o8=KLaqTQ52V3%f5T`Az&{`h4QO!_J2+9{-zb
z+`zS*VQFsU6_b09vqU-<iLzEc)!5RZtIl($M{d^iCeiw?rzUR?<Z7u%dF32lbw*_3
zA|@we|6P^NmsT?M-RTbyJ>b%l<acPEmqXJL*<7(E74{7mza&jNy6(vP6>%!b9e<Vw
zpI9JqDg1HFdX9uNJ*^tnf0OIoPn=wvDf{tMmQ!3;M4sPC)yHOPZd=#<XIZ%_^HD#)
z!YA(sU;jNZEOSWPwcbZ=^W9hfo^0$%tpEPRaN*2SrW?F7lb)(qzA-$RypxBiWS!+K
zn>3eK`O|HlxxKmi#L$eR^pk|;-}e%E-@5B29dGK~*U_Z=f8i6u$@6|5$i1jpH09sB
zCx*8R<fhx0ZOyhipsvzCHM`*P)i)deR6XrBJeGYk*>cAB-^Wx8X4-CxsZy`um~_DV
z+ytH^4U;0xS{-GX-HTf8&iT1-QAm+ktG-%xYAJ8$tX1c7&2lFdv39sdo6b&jnzF|=
ze)2Z!IB)sWYs6gqq{R*zH<#4zoNaW9siH=;Hb>~0!i(&7-d%4xvMxj|5_l#&!ONSW
zV4B!DQSBI03&sOX2WM>7SlXYO{-Ntd)UO$pvz<gP9Y3=vYu1;BsS_7TB^yiHKfS}c
zGLP@AQ1N@!J#zEx%U;(BP74&YnK!{<+bN;!3ekFvMx9gglO4lCwnh9rBC_dfL|p>c
zO!1RTZ?!&6)J#cLf3*Gc;}0SB_S@f{4w3)YC$mY%>hDRJP5K#|eoc11W~0}h^K-XC
zU~Ltj<lkNOPv=#~@8tJab&~63PE4M+D)3~j!Q_r3j?01?mo(kC-I9|clxUb2_0;uB
zm4{Z8%D?-QJ-4U_C2yN<7GkG7S>yTPLwjmM)GprO(JuLGwef!5j{_pTzE+htZ%Ol|
z3-!uq?bzeRxm{bhy2O#KDs_=qRh_E{=daHTFXp@Jum3z*;d7nmL<M7m&yUm{(`4Ic
z3#VjN9s8uOdZH)xb=Mnd)e|#PmSyjn`g6V734w>-9GZ9x57Y~#{EKMfS@}<Uk-yi3
z%vZ~nJmoydQU23&g699ArXK$H{!Kn-N?*QOrZfNFN=~EKt7{D$+rDJZFtb>>-?xdU
zqfRL0h`7~XSx%$m`+M~7JnW7BYxRylXQ9^K=&iL}>$&yKpL0)lkqDJE?aEu@)3#{k
zgA{(TgRJLH-?3D7p7-U#6P9P`@1JV8yyu;mx9F2|LHH(vxvSU3X0`a-D7<apZ2V&_
z!}^z#`;R<HG<h_0)$&_839o0&J-lnl%z}!>(^ph;S*M?xbUBY#c;dN=xrfzv%$=Dm
zb8c#2NqAMQdfe8`Y3#9eG53Ub7_mMp&$#u}%XsqFE<c?|N-JGkt|cBibfKa9G5a~=
zSiReA2l)=JwGh79@>%|SA@4rnjVoTbG$|=AS$0#1^=Z=Pr$qsd{j0<39L|dhs=m1_
zCAR4D`fS^9Gr=9fFLoaCv-zKK^q;2uoRZ3GuU!6!F9>_MPh`1B@=}@2i#U5lw^~_7
zc*Kh+-8dVu>gI%Jacp6W7U=WI#_Dw+ayFMq(a=!-EAIQ&)_T1`{_kBkHCztH<WBmh
zXI{FGE84tD{0h6kulFr%+hd*CqiQa=HaFBgj9D*}z35g>=cS#z_qRX%-R9Pse6NFN
zhr^1ko{Niqu_~;8argB<6%&g$QWDQK<vE=7jWVWkYwYp6_{8X|=xrXu=D)fbSy}(j
zpFBRHyP=Z#v_|2&`%@pK=eUSYym<6xf@5r_q0{3FE(Y_DwDB!ci`SE6UgketeJ@Mm
zS$|!oyPeHm3zKsH3ZFNf;h#F4x3u11WA)FX^-n{8+u!s*S##iba8lhb&CcTbprmQ?
zvBL8oe!1+w^3DXI&zJpQE}uV1WNzKx≀JJGbG;{5mfgul>^mC$GI0{ae#>+S7$0
zv-a<ue`&@xLy=P6&bnWkrpxEod4aM1`{gFrzR$dLRsYp;6^HX1+D@f!3ucmjrvGAD
z%Bdw!+a&L=o*guOdq+{W)|qoAw|^E^OghiDtkz4d=VoT9+C>e~^wWN4ANtIg)34;r
zwtFTQ>tem!X{={9)Fi2$*%VqEr*`J~tqj)<mlnLZTc_6ZHt4>wu$#~6%j?&lZjo%i
z)_v~oZQqp}-S6G&{_<@JbKH?84JXDY7eB?zNZj_YW-`CETXUm;>uSfti%JgKoxg4y
zcw<HW+aq5bcc)0$_<!dw4~}{(*r-;sIL}K@TH508!MjsjQa$q~O-Y!k|8AMf$)Inn
zu3Imzf4|J6uen{fZFh*&s<p9Q)7wJdO#a=d^lo!tz$AyA++Kxgf<9ccy$)#CoL(i9
z`|XNwM5bxe^m`A}ME2h@Jl&M!T<CnhQO(HrPeu7um%fX)3dPFBA1O%h@{P3ndo8|L
zba^<#uHS|EB24GE-u_!~+MF%&R#1j#{D+y}^jo*HOmGspG}UUuE8Fdp0@t3or~Au&
zvNKB)XH9EeH@n^|Zp#U|$G=Yvo$4c<!m9sP`gdXF(zS{Tn{Cd%*C;if_}aIif60SY
zW_$V!PAL`Xn#`X(H+zcb--g0ZaaZO!SU>a0|8enO%43UtZ;!qG@~qYF$h1~@nXvbj
zb+TTf-ImFx^JjmWuCDi(sW0H$r0fTaW?rykanYN4X2lDET_)!(cSk9F41YfLYgO~C
zxOpd^%z0Q`#e4IaTfG3w89)7B9|bPRhJ~_UOabju&~BXl;xUJl^yY)iJH67@^Tj^c
zv^duGfWh+V)_b2tqzXL#6ymv?BS-i!+dsZdK1NR?ir;C}UA*+*PsG`;3MzYCQ`EWn
zKfVx}@5Vms*!Jk!EpES#oemUTd3v&rcWL*FFRwk>q|1v9+za3B=~H;oq7kEhSVyUK
zvw@j<<eaky?{ZsRy)nP|?~2`<1U~HC*`I#+*Xh_p+-#QY>$upA+Px>Qb_>;M^1NLh
zDaKKCYS%u?GJW3vvA6X76sJpVkCGPoAyK+jJ>Z2!(QIAWR?oRX8I^fIu7}oaURbHL
zql%F)U&KbMVBd89mmeMeKU>IgU<Uu!hY3rgUb%n06f>72VWpe=XUl`%Vp_y?Y_s!c
zEzx?L?JoBBVD``CeOsbf@>Wc#nYc44*hq_+Me%HiW8X{b(sdRSYF4`K3W|thnUE}B
z<QTHiT&}{UY2C)|#ml1Z38yWZ$*9!3;LzvB3*z(U`fM%FDv3J7XK8%QWwm+f(vzVF
zo1Pio+_=;zO6%Uv-II--H3glF7hV(Qu{G&lab~&C|CCkVo^lG@KV!>oe3i>oZ+$_N
z82i<!)}Ixdb1Z*8^89)xiRIK|B}aqS%^x2oo$_mmnz!XNn|JDb(Yq#@HHW{ob+2bM
z;aoZ;ILPIf#|IPUOE$fpHJw2@&s;7=rzSpaagM!a8ab^<&iF0UR$C?W%9~;z?oVsv
z-nDBHZ{oj>NjEoWi=R=sx#e(XnTPJ2_U)_7*Pr{{ZTL;9??(mG49kbba_M)BjGb)`
zsQ=h%BpS}3D)=<}z^oMONS`YihR4N>wI(f^^lGJ#%a*sUA2<s9Ck6|@)o=0mJ+WR;
zNSf)&hXqp`w+C51HgGt`^u%r55hkN0Sz<dE`aJBpB&{i&pAdWg$n^XEje8tD{aBe>
zMI6s*oh)ry<#6%oZ26dk;L8=KKUQDd_&P%3vV~kr-`Urv9<Z<&G<>R+Ywa`C{K;3+
zlRAfwL#*TdOfA9IOXe<f=Lm~!V_ba6&P{FKqO3JbzUcc0Jl9^{5wfV$C1vg6e1jiy
zOH<5pnrHjme6Th}R5@}(kmru;-A|9)U^H0ZYH}(iK*wx{hx((9KIg;>t2331-##*u
z-qATjdvVr&BcZ*|Kbe4*d++`GCYvLrmZ>3qzUJxqX<k<<D<|C4+;>%fT4*anpIe*8
z{d?ULnj3c>mT|B8eWAtHYfp*DcGtKq9*dIph)lk^&Y>&5Z@OP@Z1!_o1+ja}!u8Bs
zkN^J`VR2K}a>4Hn5f+V-$CDm9ZwsG#R_svC!3OD;h2Kjzekfh<G^2mPe*NB7?&(?9
zVs>3Ow^?yZaF<7RwBCO8qdVzg%B=e15f!odU*)@7_iO!o>3ZA$?cJW7)VIMCICrkJ
z>)6zBs_$UG*)GXHS~B;RRYw2(7P@RDYjEAGvJ|!+#*#_d$_{$#11)0%4}IFCdEjsF
z#ntBxKN-xZ{<=z{uJhm*n}ec(yVI??Lj3x6nx`<TnKw^sJ(E=|esr#F&Be-EUGoE*
z?{5{|_{^~1i7UL5D~o@_0ju@KMc<viw68qG=d|+N>1SK=1kavdC>t#^>6CVtut;F-
zm)hB%pD&jUY<bG07d}%fx{{Oem)s?lYx)P;rf%5J<Pco>E6nfi8kX5@>0;j$uAMr!
z>t)NI9gWJfnGKfhzG}?!f_q8uHg&aQ%a(b>uJ?TPIqk`Nt7A%Hr+wYd@lS2sAdq&h
zYIjFWR9^kpeK%)W=e`JdcuSyFkVk|!=@3Ul@HNL>J6}wkKigGtgQnJtcb!eKI$l@0
zF703WtK+JTVC>Alhi^t*UE&cw|H#`X3K!%qSgA|AH=mI_HIzRn(70ua(}KME^gjz6
z&X_fPGF@vB!yn?8J!Q&7!8sngWp)}WHpRTm47iedoU8Qsf2UYp8K=~Je3Bg+i$aq+
zdPD;6nYO4%nK^dpl%!ej_${^5*zrSf%6I2go91L#E460(skKO~KYaVoi_CrH!VWnr
zYTiFpa-aU-z`_eL7V%=Hvn^r*zlbpZOEMJB_uXFDQm}}dy<_)NBgYe~IWqsNnc4_~
zW_*8hRZiY0nC8i==lxG9I%V|+o@r12TQ3R?u6x>)${h0dyTi+c`#hx8?$q%J{*2!l
z5#4!oM(nF+W#0M9_kMrKnrU<6_u(sb;<vc|C1(9M*!sU}Sy}G6?4t+vMNTRG{*brO
z$I10_!(aI`g%K9D+Zx$->CH;0kyzkt*)RD1q^{i$)*r`rKRniO>;3Y!2Z^Bv3nnW3
zZQAYnDeUByBM(mU##AlZBrCANY{kb%8R>PqHieoVkLxk=WIfX1{oulr9NqE<rA7N<
zbN+mIa_09NSEFqGjR(0(=iGA$V*9dXmBkkI(@fuUw(c%|v*|<__db!7nuKSke<nY!
zeVNLVyPYG_q`f6NI%NA4Gd1nqJD(=MXMVbD*4w(?y`>M=z7=YjRv)<I1~ZrP>KiR0
z>m_$cJQP?h#+MlycO|IT>HPc*S$m~h6{*6(?cUO7tTJCL<zIW~+>8VK5v`Gj-TY73
z3f*Lx@amh<=gPyjOcV7xbhv)_T%G*VhU;OKC&Q!TUW)?WswjW6ny^$kjyHRg<4SY2
zvoTI?>le?he6A(n68LtyR?p$M)>DmNowRH$RqqFOw>|M?o1B<1*RY^{35)4Q&xjp)
z0g2C8e(SrNZ+*9C+Q*89qetZqiQOuYXetQQTV30=GU#=qe4|2@#9v#ECN8czHkOIO
z{UR(I<rVBX9DhvvZNSlF_e7E7kZVe{OY*|A)}PcJ1-8o1`~9$HUc9;d>&O3h)_m67
zspI%r@qW!2YmraERtw*DXYE@)gLT)H0E;V~oUxPN&73T9qGYd2cW?EH&I3so|1x%E
ztUjpI?=YcYWd`4#gC84vLR~sSV+CC&aK(I|cIMKlgz}ZU+Cra-sJ&QPdM;Utjd$6!
zV2@ob;t%eL#O$4=u8`xmt)6?{pN&t=>@Qr~JxQTcE`0XgnTtM4d5W#M$Grc_yFjUD
z!jDAG>GUm-DBI~R?>S-5w3wR{m&Pynyv{u$wdu(eU-cW=p%J+c#9WwXKJL&radF$H
zQRkn@u}iz*q*k+Y$d;9Jj!s*3e%lkCdvC?APM7_7v~Tuu_Zx*%MW2Z)q$dmgGkl_x
z>@M$i?na7D!<?rkt;#26irOyQw>A3fGJ8?W)y>wDkBh(0T7KPTPWX=tC(fQ-;?#HN
zOUlylW0&787AcyeHkrp<qxG5k`v9)DlIBv=jjIdV{X3rQyL0r>`460~4{OYSr`4TT
z`q{GmSm>F(drztVxw7L_!2S5;f1@s}@hxzDcrHvM=%w@`zSSbV97j2JCo`K!->k9Y
zn<c3KY_j9#M)t6<W5&5+a@8K$Z<%VueF~?uSmx!0ID`v!CUVEU-n87L==V3nvTxDz
z3Z8JiP_|fqY;I7ezOsSk>^7ITC!U9;s|O{WJRz!o{Dgw-^K`aJOT*h@T^a*9gBErB
z#nfkX?KE<p^vlBkPD;Ra1xFr#r-_#9U)O0Ay}7n!^Lz0>XScm<<2-%vK4=!dZrlHe
z58KsR|Nd>-pM2ot`#X;N^?sa|?A+z}-v7gPOQ}Di$38B6kYBgeJHWQiisS$1gZDWZ
z4t~5>rLPpLzWS_E>>;JoMro~`x0eOqe;B!G+N0aYc|5q7#Xinq{i?tac4+?2OGYYR
z%+Jje4|;ukk5872_PX_nOZL>A5!&8Z7TvZ%zq3`Lc-FafENj;Nou=qA>)?-QMx%x7
z7mE)Eh?r(<e7luL(DrZh_Tbq+yj-u|5MGxy<D~19X*#Ry<C71UW;~rIZSwBjP5YY{
z_Sh6MG9IWla=Fanp!WRZN2h084w>t8&KGkUit6l`vGQlQ%R!S<z1?5abap9-zk4Ac
z8>g9bQ1i_ti|K#;mQ1*Rc!o|_ho|5pb%%Rj)z`SJ>U$y>o+&Bl5a@b5?|fq3W-A`%
z(-QYjAMQyJa9POz#-p|3lm~0|9z##AA74-2+~**0G57tef1T+}seuK3>>Uqho%mbw
zTkWB?{;K0Snp-44a9Yj_o*}5{;^@j7qa*1msc-+cDk<v3)0IoTX6>n((cExPw&p>y
z)`oaV=DnZiyw5Y-#KEn-=g=u#4ZXyb8%}kIO8*3}x>(xtncF6zn{mSDkAZA;agnQY
zmPMy7EefB~sQUVLe6Nv2!SWQb)P|_k`NF9yG8<A9eovEP6^h!cy6nKe89hcJn~V*_
z@8)Yt{rl&>nCJQDSyR6<u&VFbTrDz(_v!uB5893epLu_LK})WNR-O9Gq-C{yvTb@L
zzxppF8r6Q$UwXJCQ`vEq(}Ke(&2Q=!WMr`UtNh-$Rc?J(T=BxVmu_d38+M$RjK3KE
zNlM`O(i2+i^LVFhsl2bdsN0)EpH)H6enGd8!1X*OFODOnoJHKP7F`Nx>P-=1d9-Q6
z!YxtL9?0A~_<CD|MRgdLg@V9!)e~<;E<4FFAJMHBFP#3`;m#D^37aC<UwYmvf9sjE
z{Dz|Q`Oosd?<(pwu9!bvWzoT?mhKg@-{Yp2Em(BD_Qz7U3#kUKIo(I^?Nx~J{W{y_
zWz+Vr_y0P)zZdoLj<fu}+4JL>XMFxMd7l*fPY0IC8mA=$j{NR2c=)|LAuZe{<3I<0
zy8JKo+ON%RnfDj+e?NTrUd8hrdq1xDe_@Md)tuumUa(!{&yS9}{ddC_-yerB{Y%WO
z7p=3pa`SuJKf|ZfKmKenc5M9j<UW^Qx5uB)#T!LZ)G9@e{{A4E<K!{x)ipt@^|w1$
zTw^!YS-wT^K#ttxRlIR5I~Z+dt(Ufm{=0u~o9JrBFs2ThkZ%<(=1hSnbt|}+a(=v8
zd{1KCDYrWbB8e_1|2#{~S1!CLd0$#)%4glUB0&j%yS?v!1bCTna9`0?d^|h8VgG|G
zxdMUTTlg=Y6~8EQxzTsmD(l@cU1DD)G#)$r{>E&*FD9*N{)F|7e+m>|9ocCXs8%+~
z)%HP2p4$H3>9Zmp`%hZa%6_df`U;1RPszlItlgo-TLkxP-liOw_N#rWQIYv=+d!*w
ziI)zFt1QB{^+sJ|UtGW8Kchg}#|O(!PLk{SEn^nem=c&Sey6ke(ml5>M$hAEe_Xas
zRzFoZ^T36sC7m&{6-z$pL@3Q}P2(;)zLGJfXvM+V-&-fTY2Le76tpZQ#L;|(-P-BG
zA*^#&q<rysy6E_ZnX?SS+vM(;pA<5YVJ|N!Dn0sFsprCye2>WiO?mA;t2ahlM}NsJ
z7JpT_*>$S3#BvXrcQ+>oTTi{CzLA^v+NuEE-W9K(yGKg}ZVJBf#w<!ox7_O5r4x$#
z`L~(`rCP*@MM+KkvFgp{XsNZ|uk_9h>Dj5!@|jb&SF3r&ZQb59>nrKftp}TU;yP!}
ziobfvV?*KeyR5nCcQ0j}W3M|t&247esvSIUe$TI4`DW^;gVWsR1^g)0?QOg0wdVWT
zEsvth%YrtZEbMGuz0O<nLcwaC1O3u`(@$rJ9e;cH`o>kaS_|iJ{#|nGiL>C2CC84d
z`YJohntNoOn|@97)|>O<2LDspzulUU@v1_Fb=8yBSq$?-{~mCaPMLrB8%u4;W}f{5
zwU#R+!Z}_$$o%5@wac?Z@>#}v?yV=@_=G;@;@|SUIPhKC{5J0g_w-J^sQBf>rds3|
z;N~WH=+TDx8E@u)m|DE)ot}T{`j&``4?SFYG#2$&+)O>%D*H@p*(Akpi+2@C&71x2
zs7GDDz<t+Qk8VUJR`4y4j!>1%(hpGT+SJ{CV3yQmai)j|6Y~0B@qYVV7@M{;VTOXl
zoTNCp<S;H*@7R)W%y(|*xYoql6y#;>(G>gf?U+c*asFh{$IEgeS!ReIxV~=L>4hAJ
z8)D6VZtUHox$|qFl5l5@?3z0h1D|Gm<SG<g)4XW%r1d(^qC2wQ?EL@zNQuOWOV4L5
zyR$<TH1qGnEfqL<&0DFf(dW)->L!Y_{&~CMvm}pw`fK@n_WNH1>Y8lNj`%Zm!IqSg
zJ9ld<1jWvYxCDOK_C3jV9cNL<r!TKPTeXT=Cf%IrIbC3))`8n~^{&}k8LMxLe0+I-
zZL-}$=2Q<sQ+KCdlUD}EO!F05Rnxz>R?6%Kk9-sB^$nNqTCOQ%OKso1(sTKm?S*mu
zz9OvCrO$3ZwK#1N+xfFW;+&fmj)oWg*|b1%@rvbZFI87*6(-dEEIfZG_SeDs8IdPS
zj(?u<Uc2~9j`aT2rX5LdWU|eQPR)G7`ukzoPTBi`VbA+m#CzX7^^(10b<;R7V$P0<
zGc|tLMMfoD<P7Af-IBTVz@_sGuSr$N9_uvxtR=kpz_ILuQ72k&t)6UL6eV_VV(W$Z
zhUS$n>z)6WzW5}%>kH5F3%(ls>0b@k`%XD><K&Dr>%1ZvCK^pre!AvVMcf0~$i-V*
zJ{|wD@A$DSqYd3>ZgOSy9NO<{xP*1J@q?vI9Zo+SOL{M{_k9ixWH|8Qz?o2uKb&R(
zo&r0c&bof?<#jivOH<|qJ2Kh)<qDm+Ea#b`$3*SZD&Mnr&x_s}^(gnZgX2FQ>n8_9
zpDo>L_4s$%N{9S{#r$o5EqB`sU6HMv!=Ky#{MdvO+xDN{eb3T)_MU|rM>3e7+?)41
zzUA2z#YGLPE1CihS{*+ZQ@c0UF;TN{!qZzK3a6K^c9xu0mUv_ThlCT+IR_YGd|w(T
zt=PBooRU|o52yZn@fA1aPA%N3%5MMBf%A`s`O>%}8Hbl0EZ@&rA(z|zXXW`Nw%hC@
z=fAwR#o*b?)Ei$*!fVy+&Quf}e{HOL`g2s&jqR(>A8|V`zwW%rob!Eu@68swc0)P;
zy{m?h;l(0d-JXW+Hc@pi&iXiYBveF6aK!Guuiz#A=JWRZ!mYi(D!gt^<hQrF{KM42
zYX7S@AOG>6|Kj~6^X>=U50A3?J4_VsyE_Kwy;)oFVotAwD#$N)!;~Vobc@_~WH@&)
zhW*ZTrOi#h7RkrhY?t7)O?z}eFh?MHADhGJip}%dw)LDiP^o3L;dmtHoAWgxOM7R$
z+_k~}{QOA%j<UZgqA4vgKSToO`WocUu`w)^e_&*IR_TPpNnbhd*nF#vx^{t54>G$q
zGC71TWqhpSs493s?|9<O-NKI^3r}P%TytmMd>Jl<zz^JxQJ)<auJF&VDw*|d?(?VT
z-s?yI&vDxJz`RREd_&NkI;lAeAI@grh&?z{;OoxZwB}A5p?A~XJm9R}m;Pn7$H%*F
z9ad7eZ#JL&mcB+yV#%W$+M5<Ewe016{UcfG^@9T$XRl9Dy3y+J>Tu5Yf=~0N-u$fo
zBv{{HIrZ9}zMDIfXV#i)3-8#oF6(69o%?4Fq<!FA@YuM@CU;U?-`ZVVTc?~Wzoxv`
zJ|gkfC-sQJ_zg;Pey=>prG4p(@S2K*4Tr8A*e|i>#Ga>T8xHeM>^#pKw&U?9)q`EL
z(k@L+Xl**nvY={#{MoXUNBbq$NVFg0db|DZT(`_*{$0I)Mc&%wE{N;8pm1-;39BTf
zQ1=5ne{6a4>TR*wjJQ9)Gj!K1zWQeR?feZzZGV<6O3R$u;F9XYuK8C@>Zr)k-{;P5
zTOpoiB(%ABQrXT)XLY&Wcu1@2tbUUcC&+sF-jXBSBCOU;yTtBhH>A2htqn5K@ZOps
zb#-TCm8*zVZMyJghx-Yup03?_M)&%sX-Wlo5vvM}mjx^<o?Cub&HY%s^3>#0oW0>L
z`&hWc-v+I!)4u3%;R&b6lL;p@MGQ`Q`Al{G#%{OG-6t%0vnkJG?+>Om!3%G&ZY<t;
zLM-QE1>^Jy%-j98@SS4d`RU9Swe>#Nui466daoKeC;m3vKJnnkZHe!G8K3*s<`KW-
z&Y`Brx~vo2w|~~j2G;nPMZe#3<B;PTfw`AtPo+;jrn+*&EC%~EKNVgGG{t{Oyqr}N
z*>w1Hl;l2+N`bYG{~Vtve(r7l_(S8#LpFm)Wls(sdguFC|M&CEN!AU{E^@~#|9_2N
z?77MEYrvC*9dloO*=gh1BDYV||5Nuu_RFEWFC136^P}CFpZ}?6(+h(y45xlEUuf>E
znZy6K|MKbPJvSy@{xP|ggPZ+c{@<eiUv*s8@O_Ak?1-CtV0qgarzLls<S)(FIr41t
zW`WO}c3N{6&N-JKooIe{ZtICno8*)DzwDo59uZQs@a}=oy;eHvCPrdaT~FmZtv56t
ziaYCg=C_&NM$Z|HO0(BJ4=TD|B(T|(Q)tey$Q4Bbo1chG5;y0cT$er3vSZsJjqPSn
z6{1Yu7+QA3n*G@EB4@*tbx##8+4M&F`>(3C`Fmi~+*-LBPrgU{ivPM=c04%uXYskO
z4`q&=FI{)m_fefrg}d0jhcVxi_gzt*n|-hDe@pRP>myC_?dME=C%k_cQ?J4Kk*)rB
zM{(}4=ihytrc9l*>3q%Eopm8Xi|oGNFI)Hg;^SXpkLp8W>JR(<S#{ta@5X<Zud{qx
z@BU`-(Nl?k_8zEfJk9$v)G#4`UAV-~&mQdegm2#G{ubZ;=KRaj))!kuZ=Rp(d@3x(
zUij4d4yTm;{?b7^)i?1k+dcdK%-hp){@gvWFOAhkWz+kN7u);aq|dtYSo!y&&)1Tb
zen&)wx_rz1TUVMQZ#DJ*l2stoz4F!L%57Z_>{q_}I6Zp3{mNJEJ-ZVY*V=^seJJZQ
z{rNBRpsUN5eZ6<ie&wtGb3?wa<lMTaKIm$F(AE2{^|h;hU72(C!M^>mdkx&aU6>ST
zamz{g@7cGnmY3E2{`B_CwaEMm$yYyXmOqoQIeRBXm_hP%(2N}}b*~yygHC&ItBp84
zZL_}r1>4o02A^KIY@HU)vf0aNz31e{om);Ukan3Zpj7g5b$wIe-iW8XpM`oor<^Oc
zi#Kpd$}9`FJ9~~R<BcN!*#+-hck=4LbNc^G?+*JMu3g7wI`SRzF~|s-F)7gEhRk8L
znTIP1XV$tHFzXmiyex2Up0cupxT7lT%(*p{OuI{c+Bm!g)<1l8$iTVKVOh_<j%Q*!
zxVWZo)Z63Y^(1<2P(`%Jw%3PPqy181MelOCng$dIKM`8GOqnapSABDKyjXJbuBjrY
zgHp`c|LOTNd4?&y6B3NG?fLj==2V`vNau->7ZN2W9K3F^M6`<i)U2OB|D1}>d4GTV
z`N}zr-#@Zx%1T*m^<+P_ApU%Ux8s9-Ta}NmS>zPuqkhftwW&@_$KJ>oTYdg$DYj*c
zvQ;)*Rl2p#<*|(H{e#bn-KUH62Ha!hstd>|H=U$2Bj8TRo()B=hmsE5FU|;PQMh4a
zmHTay5ciw!!4i(_U-pDY1%Lj{-oiMQ{opg!t@?&te0u9&Wv_aFYj;p8*Y_X0SRUTl
zae+rsq|a9*Yhta+{mq5ih4byh&2RFoj@Yrz{OSD)#_4AK-xyXsn&YDAk-Ig;p*~A;
z{p-e>#>Q=@S8bT&mNTvJl+w(KnV$PoUmrGjo^^QBh7BI|Vma+kmtC7-{`dhi*COY{
z-8)^TE%1(gFF4(4@Ar#WFPUXu{<rV-JEtwG4*okEn7&&v>h8F6D5Q7Yg51a3zkWE+
zIe%mOe$L#z&YYa8tMkO9_a2_IGtj!|jm4~^J8PLO@)B}=DmALhWc(eNwRu$wH9Onc
zw0>qEv^y_Qqgo@=F4SU{)0}+MD=nY@XGYuI^xiPhn+>n+W9Mllm+s&`|8i>ca}^7=
zrllwT9=f+rt95~X^r2}VMdSIHX1uiDc4hZ5^J9soj`msQlZ3hcT+S|gK7sd&eP+2>
zBcqJ5&EJXEyZ<mAzPxtj`|Jw6>Hj(&?v!60TPI^?Q`@jkYTl~%DQ9mlyY-fTy}q|i
z^<A&`IpV&RLaxs<1dnSp{bh1L@Z+_T*THLFTXS~asNimTEWqh=`ZJFV>$(M3ezp8%
zZ_fN;QZIh$*`IeWN<Bq*cAWffT<xISZ1?^2VZT24T(4sRm5m|hC1?Acek+{)weLUo
zUu|}SR80oG)1Nrlsu^!DKi^iLs=W2okvV%`6f+iC+?js6DQVTYGfEe9m43PxtUml@
z|1675(``%t-RNRhSuQ=l{rcI`I+3R@KZT^Mj5nIn%wyvb^Zec9U4J*Jiq6Xue7PoZ
zcA@O*2^RD78CzV$D^9tE3cg(aesk9(KQ8y1T$2-<e>SiOSx#5dSi3xaWA0vl*|5o1
zgX9CQcinh*&wldjS33onqa?X@G>A-0ImPf~&E>PDW-0!?hgCm*He)buFzgXN8Ne?x
z>-&D+<9R1aE%&%RHx>L`+N-zkoqKueLT97sm_0`{gSKTjA3uFjPCnO1V?i}*s(bdS
z^t+#o64&!-&kWyl+r!jPHlBC!kF9q&QxtOoELRK9V}9?s+U8#DM{dCxC6WE!GmnI)
zI;;E3AGv#V{m!n-+7*U-Uxs=u)bD(G^=geq-Hy^H(UDhnZ8>A&dH3tprBklGzrbG@
z`)+fump7Z_9wCc&ru#R|xa6rj+qUc(Z{xPfOAeo_c`!qteb%d<uw!%hS#l?o78SGJ
z{1bnsDQ@1g?dN*MuCj7(m*zjWP3OOA(c0=cPo3S_jaYX+H)ASnU3BUCMDL`oR?n!n
zrF~j;r=zUazx9#}$$a-|Nyf1~>8T&sWLw${EOtDbX`U_I7r~Z0(Ra#hb3xwZpqcL*
zb&bwjZ(3&<IXUIq)`s9BzjHB4N;jqmykSvT*`d1Ba3g;dd+EgkU)3YN2<v!VnxAm-
zH-Cg~nC!#St#=|*J8!1APRO2Avc)ja=s#PxPW`N?{NGEL6$?hN^!=S+7j(ek$+z8m
zmDvUSuZ0M8UhR6>yH3(&Ma_v+#-i2f50o!0Gp#*zrK?fxt;4yyZgYAcZa8%#J@sz9
z@|8rZo--FtX>xRGO`UI&!8chpO2hf<idT2JQ+*EYh_p!Ox!3Z?Q!_|znTOJZMH3j4
zIu_U~O7!!EHZZ<tXz$dhnEdKpU*%nc^;-&>e48x)a8_P&Tgd<B0CTivHCN$`4>t~5
zy{wX8Pd4Uz(5QP&MBoxv%GU|`H4EYtSZ}#?xan?p^*%elAmw`%%ZIXcfg(Ep1^--M
zrWk1bY3J2uhCYTXGhLE<7d>$4o8WlyX}X+^)`MpTUU$vSy{pds`zCVtr=n-=9K+Ni
z$$N@vhSyF0>NBPb{o(v(ZI|)8@BR0jcJ~|mB0WVT51;Q+^-r3mG|O<=#-`q*?)-~<
zy9GKVE&C0`K5Z7*!n)S{vQdHa|M{y}KK|}JXqzDTTwY>c%L;F`A}#J6&aHQ!A3dA;
z`G}sx1p6<?rVAd?Sjn4p;$rL)-D<X?U3C-I82E*K_*GnfAth^F&>9|xt7_dE`y`nC
zD_;1OF5q>ZC#mW>E$H)7g^#Oe>YJOt+V{oi(33ll>>qrZcar_ktD-A2AGPQ_QSy4s
zzTW5Nb(sr0HSWCnq!P#5dQr*jp`WPY?vo1Idc2JZNokuzl5%<uJ)iKuTF#Tj`JnI<
z#<Dk8EK^tP7k1v=*LU)X<F~q_RzjP<h^#CqmNGKzV$5=RS(H1|)%U}H&dlVi@)tg<
zcW#O=ZP?s)NA1ub{TH{A4q3QXcdb|=J58_5o>f0{`94k+#)GVmS;zEZ{7+8X?ELPi
z(q{g1&vu8*W_(tdnic<SyVn87$@g52%(Qe|=(^;rKsk4H-H&yeKi+!GI;ED->FGR`
z|Bl}T{^xShul2XRdd*~S-^clfBj=9F8E(6COlc>7ebe&QHmEzxAH1o5Q$uVzLqN^9
z)JZcBTJL$FcIK+iowe1SPZFc6YooTF@pii1=PmPYLLYOC{-@h5_rx@-mq%PJ%zMN!
zwQV1R-3PZD54r5ak0^ce`BkBlRF|UT^dtG^bInWUT5p_1%eLfwJH9Djz1HEI=ug&n
zUyq;3HLTaEwo%tOy!&<kR?ni{_G}KRACB+JNxbv8zc6(^`;TPfAIaa}@zoqtTP9fE
zKC$M@#%GVepJH{$&ztbHX>&E_&-e3hElJyZgXh|&wncM=uNt+#sh*tht#;j-YQeL)
z4V{_4E|_UvpFOqVYh%_q-YM+0Rk=Ur3UdjrHIMbZ>aeZEG_>1plJ~}4uN0<)@N8PO
zW!<$hmCrZp7N6O2Yn^wKw2q)g*%{%Oms7vRpF5J+{UrB6uHO^Kwl3~zUbb~-s%-k_
z@2>p2{os-Ojg_^WGk!?UzJ8&^jrG-<iTCE3F4!=yqv2)Q5);GxsjUr;fnQGtx-}$p
zd=?E{x3y!E_|o2^Gi25lpDRx{YLfIynv(jR>GAdAeI*M#wuI#U7wY;m$y(Q@@ru8~
zbA7Rid^<vWu6}ts;cxAlpt#u;?F$xdkUTy`#HTUIEZwl7<Hm^t3w3QJeMN4jXw14{
zU%H)vf6Mp9r{?XF>0I#tYs`v}>zA5l$^1NAn3&GucVn4DRis~vjce2j_r{qCI~{iv
z&eWP5;gb8j*6!5H>s!VAR@k*ZtnmrocYQ_H@AoG=PJh|{>AKOQH&tG2Jv*jt`;gjF
zFHxAN`H$1>&IPmVMbG(__3ZxeE9>q1Q$JhKe2c#ElhTDI{Wro=x@O*Se0L+PDEV;k
zl9RQ!wjJ7iKs;AFw@S!O!*9P?k>aQDsBNN)*8HvGy282c*OqKG*IkW%Dxt>$MQ_AD
z6k>I~p!aCoqAsU^s##U<58poZ<BwF=?C1L#d^HV<YbO89FWzkQaPc4SJ8Q)I%m4n|
z5aE#6w7B9z%k`jX|MOZLjxalIu?Y8U=rw(O?E2!PrT%HwHb>edXT24^Bbe>>v}|_3
z^sDnYDnr5pGPPDS-!t<*SCE$Xr2ZgZTdk4)g0zr#mK9vR91HD2?oPgWJG^U6Xwzlw
zjV$*HN-y&V7@sQtzK1=ozxYh$S#FO8&OaOv<hqKVaK_0+7-zj$9eV!#w8Zyzb8OE~
zYp$#Lt?>I;gsPW^f>&m{XHEA6yZ4=^Y@J$HOUO2S-7QflCo!SZXTRQh!7h`vS$Ql;
z6YsM*gx@!+v6pn2_LU)L!?E{v28wS!iM)GSpZ_-K_358Cmeeu4?&f)r+xM-=_+(J#
zgo$lFCQ{n7z6G*n8I*Azx)?WE{Ep-PrDZ!9#G0<$Jz90LQs7>-cClqt+Jdf@880>{
zd-(n+^4Nb*Lt=r^R@<d1e_amEvQcgNVDPKGu%uHuz2lL-YH2}n^OUNhw~AXC<%BM;
z?$An6Wqdf5?`V^-^YQ%+whgShdtUHOza;3&b>DxvCrfUeZRS0zlKCIKZ(OlT{~fUH
zOt9J7BeQ&y?|0iJx4rb=DkgvAQ}9|<zPt5%qfT4AkA0=T`kIl-_qBgQvTwQ_`hPM@
zcYW9W4-fO(G(S8sI9bT{%VS2+WtWp`%L<}pU$G~1neN?lKxEsifcj*g#GJB}da>Yu
z(iN)93c_WxI88dNuFP-L<hjhH@<-eI@24;SneWH3DRHG@9NKL`?4jL;rsl?Ihjx1w
zJ@Mh!*|9$O39HkwN(;C73(xHO?|SXg-rxFBniCtC-=&<>TDfn{RGy<}RGI}PWcU_T
z&0ckRzw`HNX7cqR`Oe!tc4bZs37sNS_n+xu(ch2ZpRe&-Z+d$8c>LGfcU&U>n(=)!
z^SQLo_wKL7YHR+Sp0#~l*Y-^N$W_~`{!Uuuz3BV;?EAmk^kV9KJ=1<XQQETJV%M2@
z3u~p9{g_iGzhjERmekkx+p^r#{O_+dPu<jaZ-wWZx_k9kTE0cNPybnUWBQa+`<I?y
z^!<JIy=9u7A8mE`8TBv3H*@}7yxi6(#3{o3rS#kWpo?|2;=1Mk|7rjK{q_I9U-fl=
z=YM~{VpYY=zlr~^@*j@AeD3p~e_PHLsULp$eSZAaZ|(oz|5yL_{rvhQ{zu!d?&*E4
z7C-;E%eUjdb$4HhZ?28?zn?v+-}LP+jh5ycW`RxnGo5yu|6Vn>{eMLKeba64mWyt#
zO;fMlsr)->@(s@)6-|3?=Pv)2e^zVd<R@FQzIm(ZE_gQWy~eki3X$%+ljlA=RQ`O?
zv$ZcDZ2p$8&-eKjrKE}L?#_Aq+gkR%dHU~-mj3C>*X7-wqp&($mErh_yesFTwh4xA
z;P~kg_T^cEaEo}FTKdlUk26h=E5`j&oO4+=M(tOPt=iYaQ?3TC%*?N?+vd6J>EAS;
zxp^G9p7&dQqn;<tKKcGwh(^?`*wn<`TMuk3RSh`6@KaXnY`j&y^J-p(i@P=`G#Ow1
zsMdZzLS90KCn93PFIm3VhjTb;6WhQ3`T3qF|LT-?%f6f2ch7%!$SS2b$m;s~*zKyn
zV&1Ow7H`V<YgM8CP**>$Cv%GO8>>Cex7q$_FOb;oI-fmv)e9%ZO^;ucM_gpHocUNy
z*L1$z2Dyxnn>{V#mNP9s|21oubM*Q7>Y4j4+WkIvu$R>;XQxQ%PVH_z*+>4V2jjH3
z+Vi4UxTd{qwptzeKDWE+km<`G*FGJSy8AeGUTsnEhBXIS@-LU1e`5D})A9Dur8Aer
z*FQb{QTEdRSzIZ#X+n2;cr{rstUi5q_WrIw?;8~Yr*-Z#S#yf)viz7^G|}hNMyb$U
zJbQLndH(vETVGQUbG^Qj<+oO~@}E9CxmDiNZ=UUcy}3EX(DiziZ1LY~-#*)XeIIxH
zxA&U+vJ?J2Q=a~pX`_ED^M{ohzg1j=t!9_zTAtHTx>sEK#$7Ju$K`dL7nDEdZ`v-J
z(jE0Zz0COk%87rcN&l`gm#>|?UuOH}YNmpf^%K`J*#!Rh>UU?w&co}<9mGNeTHcpV
zt~-%`LuXcJ6W5{CY|Te2eww~AmWjKyW8R|;O^YKItU7(Z-;hIx(dz%ZlHO+?m)7n5
zRZ}`Y|5?etS=)m@Se9?E`ucT({lvXGeADd1$`;K(RVU-o)@PTY|L}*mqPNb<u#=W4
znX}4L7}!ER*&-&tU1xdFSYFPvOt4?$^)=tK5tnaVu-YUL^E)ecW!GP&4&hrVkq(!Z
z8?fnSKK08DJ^KFrfyp1|yS%(`wAAs;@|BY~<_jCj2UW<FKdf@EaA$Iq^SM25?i=?{
zeq8+JXBlNyT|4}0H}9PZx|2)_Hh(z#&bWYi=7Q%E7X6WbYx$Rn?Vs5ASo-aajck!d
z1<s##Z)x0oLsw#lTKo@P-a9iGJJlt3EL?Z*S2=spytoaaUz^s3UF6>O>(5;AoTaY+
zg>p=<ynp@mU6Rk$)5pypo<6?+#_{=+Ue#{tzn}L0_x#TvUvt(@=zqV%cKz(Nr6ym#
z6=bXnv<P|W=(snhTj<N{?v$!Lxk)Sfc3t6MKD|k<e&MaPXOA1y`hN71-}uB*v+M$Q
z)U_S|PNc0a5)PgG@59=qF;956OFo{Is{Q}q2A7{Z_8ksfHs^QK@0-cCn><zbvXnpF
z<azMzrmhd$17AJguvEdp=KI#=Pw%?*zEAuRasTbc$J1h4UI_m%QhAw>y(r}$-+@Y(
z!t1f$rr$c3$hg^4gZF3E!IwuDRL<Jws_V8Za+PcHV!PRMk1KOr>}Ff|{+i+L#5Zed
z-`#RG|Gp*j;g(ssPTBd-R(@W*zedFQy-&oa`ELULH}Vy`&b%qZy2+S%-~F29j>R+H
z>}vk>a_{xWuNN#)*Sb{sYf|$f``aq=uQ(1>1k4igy;B^(6|pPZpKH>`x_^P0ulfIP
z&zm>Njb;Ax7^#h`FSXVi_iFh3EsZ?#_31s1P2ZgNeVKnsiHqYoqeAx8r~B8PQreYl
znKu7-*@UluE9Ndbl2#*gNI{}|x6+Z2?n5GPw)+&>p8D|F@>O!&cHKU!r6u#u1?E?1
zI#!sv?^SQU94L@A=|tdpM_qw?r^_F#n19e{-pN4uUH@|H%;#U$jL$6jYHe9i@#1#M
zpO4QDE=_7GPjuNB@@Bcq;Z*iV5@#d5FPg4;QM%H)L@%3R&t0ywWiKa8=GW`?yuxS1
z;e70ZW80VY3hUlD%gir-qr`4fr~EatR403Cep6a?{5A7Wk6*1%OuBicv%ma-r0Lar
zS}P2;mCSkF#Cmv%s?F~1LgR;JGe7&bum3(jNA06k;r5?t-)bKkRj8cMDE)b}!27%B
zmz}eoOkjGWz_EC11h=QMYLL^9*n@Ei5!09(bC+{{ee&sQ{h}+=>(s7G9q4`P-OSuC
zo|faXMB856jQQOL<qON_8}*3$YbfpCvGmTzvh<oWj!WzhUhS%nQ*7Io86NbkwzK5E
zOykGG&M91z^`^FZSjL?C!{c(~@NrGE=@)d86yHTOGdlD>dcS5_ghuY-wAet#^S(dD
znVEP>78HIsDihQbY@yq_Xye1FA|blrrvvV>M9FVTm3waTx;6LSdfkAIjRm=<4k{j-
zdi7Pz*(65at|iRYf$jmV8aW*?>s*sRl^kAuocrz1w$3oc2TI#w7P;k|VvO4`VZx)+
zH*N0uMZ|^$USOQH@MK}>h36Bd6mc;rB%Z#W^F%m?%}PL6#qa%!HxJ$}=(zaya0utZ
zz}C%ouD?1}S7BZFYuWjh`<b$@zNMv@U1pnb(P>?~ovQ5ZxAWrT<v%RaY1y#Z-@gA<
zZ!E*HY1%KhhA><?v)gReHqSG8onCKZ*O)o5pV7XwWRcvw8-`QQXn*4Ee}C%ybeCDP
zWHc9WWT(x3^GW$q+N%7$qIaZ(a+Z8peraQyK>LJM;+wo&<12Wg`Qle={rgzRRld6R
z;f5J1%a1LtGLD|QRl)5~)5G8yc_9pY6pQ9=tI6BTU?wAUrl@#@-4?d0>zBPg*SoFI
zb5Xo??#E5nA2QEWwYt(pa)VY29TL8proD1XUn%d8FCv-j-}(5G=Ra0&oP0cZrw&t&
z`!n{LEZ+;onpD&?lcVgpZ}P6#Q@6%3dDiMvTvv`?+{Smo_QfvE-Hto5)K-1i9N85q
z>a=NfM4J6G4xYU;tmJ<%bZQk&EGP{<YM*DZJ?!(hPSvYl*G>%Eom$mctYNWd&e4Q*
zp=&!91;hqSo^G(l|JKH6zS-%;_vha2^tC&yaY|kDi2jR0t_jy%6u+Ge;#s;Z(_5rO
zDelD9C2TR_Q`cYqv^qxh!sSWHH&_1+dY>8I{M2|+|NawB2YxIUS($L-pwnk@t4k%a
zZ|t7M7yV-~dMc;5fwiqpF89`qjZWo$Qd0NcP4V$7`S)zg<r(>W4|i%S-!Yl?>fs6&
zQJ)JbzI<1iH(gEb-?Aj8h>tn8g~3Iv_58co9Y1d-F5>>(=JKqbE#}fao~z#$yq|Tp
z<dBKxWL<$}T91A$+jgh<{LyO?S*(kGO_}Rr*XAT*ce_~g@H~wNJQa$D-VIZq+D)IZ
zXtR^&ge6_iWf(lWUL1K{GqqJ__W9cCQ|9N(k6zcgz5Si*<GZddHLeO)OZz<@XvxiF
z2uN%6x^8+*(2MWEs%g9r{%o|UQ(t^pugB0lhUbMh>%Y6N)}G~9x=U=%j})=jQVg56
zG^~!0G1&QUWvP&8*^3QsQ%-ZfJoj#Q?ehM<UFO=|fASs$rSi}2zRI<{-+Z$1%>`l~
zG_wuXehVlyYSvnF*-_@AZI{Br=~}N0wG;z94c>Wwo9S@6VWqT|&r>e>B@MTyC5LRt
zku*Qf{_I1)v6si!#D$ZtF#lD$ryc3&Gv`*ZmRkzDpNsW{O<S4o7BuRq)|x$ABoMOr
zK*r9SUj;LdblAQ8JN5jDv+Cumc$n8M-`yc}$Rt*c%PQ{ol;#f>hvU9om1<e{g@58d
zAIt8iPn9M2uzsy;)UZ&0S81rH>vC}7VQ$|me9?<m$NxFBKiBTi_x`2t-uX|N)TgVI
zqN|yFW#)Cq16!xpH7%1-y0l3uXwQ|mAMWIwdUU+HV9wN>zh6^st=7D6W2bJow&^n8
zkM|R%3uqcVOJbj|;vHzh7rp39WZ}aze!q3*ezSakzHjHThoRvqM=kuz_j}D&fA61l
z<I`ep&+e4UMbQdVOj%D#7k*}VqvrpT?}5>}ve!;GUwXSQaQA(7VSSg+=?8ZgR@}Y%
zW9r)j`{gznrX2e)al#Z9-F+vHiY-dm=(y|NyB9ADcO5V2*14)Q@$i$g#XPq0)z7_e
zi`pLC<8^7{?<KDoIpz3LJDTUGyx(o`qci{0EU!TIX*Wer9I#3an0sfP<*8)T+8dvD
z)gK6q`zNxhf_XBR!m4IVIR~rkqQ6QhzIvM&xLDg%f>*Nq{q*JIJYlv=cM2jier(wh
zU|=8o_0T8Ry89O<-1gmba2{9b3x|_uZ+@KCB71|gxJrp3%jXgQ@BI#Ok#&##6At@C
zaw;t?{ke=`U%8y#y0&e_ci)S+bMEa(*PqM5aYT&E;|bf@(o?rpSJn7z5&pVtLG#PL
za1ZM<N<}lvoo_SP25c5=+{5U?Zm+w+=7IFZ<j2ABOA}t5T3zw`w}t^fyB<&e`B!#f
zK9c(qr$2o^Y5z(qhC(U5|AkL~m7UEv`FC9$bKmjx`cCzC;%zcE88vx7opC@yMpxfz
z)<NBer?ySJ#X7Y!?Bkcu!n&V6ihtWM@zB%H^5s{SvNq2Ca$C|OTKKMK{07Gde#}b}
z)4p_TwDz(bR*79~Tg`uBxwgl)g>%vcS6<|B=-#j?>2!$e?b!#_Vpr^Zc&L-%6aSQ_
zKOZRwUS4k-R~~cg*IN6jYtP6Ze>yKJ(^32Wnv;qZKaB*{R4%T*C3yAV{Me<FgY|3c
zSsqq-sk`<6dD0{+m3-x8lJ>WzxgG4)FZ3oHUBb3qP;W8wiq#n$Ci_CWd>8zY=<xGf
zDlYnZ@43J)2bRu0VJmpe_=&goQA@5bQ>MT7vv4arCDNxJ^Wm`RU9S&%v%YF@J!~_~
zm>Mb2u*gN&^<h-W1{e2<6LJ@yy7A*2OIPfMojv=Dt|qT9@QAQV(rBCU#A>UFRM?N!
ztjraY0=lL|t+KS(6|U>4xN>RN-kt>+O<_uZKl^7btvfM2>A=&dlXq(*|KC|MRpY|{
zx~P?5a@WhRc!gebsE^gIbhx<faI9oc(YkoaZCQI3$44%!t#{iM{!P32^4BwUsfT}+
ze5m#McA+kHL9}n!TKieQrs`%Xebs*bvghrz$1UaoEb=R2F05a3Zu+~-WkvhqB_C$J
z+PU6NcW<D{J^#~(ym#%skuE5gdVI;_FnQIiogrqo4Pvhpt>m!K)OLC#_2|}XGavCU
zF<ST6@doEvL~Ofd5czaU#^EX5J9jb2TwQ%>V(yHX?wjo=i%Nr-%hqUZ^la3Ue6nlv
z@7o5Yceg}M-k%?_>4Q=9XJ?+%Me$L`{?6amnYeSM;4|O0qo?iVk|RQ1KD^tuw0zp@
zzsp^1uH3V@5U@7+N}AT}|Ki6QpV=Gy{WJY|W7!_<{U<Fhtb5NJP<wyQ=gt{X_FYYT
z5Az+IzShfC{TJKh1q<h1J6e;mTi;lJ!`Z2Cww1+8oLjlGE++c_f{9mVa&^ypu-Pr>
z_9n+{ebvoN_Y|pYt+x8!v*g;^)8)5opMI}#+^xU8Ky8X`QOD^{4xifDyi#o0vG+pD
zWj_~X@)o8Qs2=GokgYkzdrDt1=J*Mlmz$UIWY*>%5b==s{dV6q-j*Yx9~1>wMeDz1
zdH%4eEWWpP&Y}4iRD^x3mTAoiSvIR+UhenOr|~nZ7yc_!;yn53lI5wFs~v0>3-zpC
z&iJK!b@74llDBmi-|jOpPRaYBeo*mf8zb*q?ltiRk~Tr^?|dI#lwiG8+u9qEYT>)>
z_bgY1{rBIUZe9`fM^7TZN-gz9>W7Vg3jgGMcP*Cx_adn7uGbR5vW;)HPy2RPT`liH
zRdH9qcLwhFtw(16-4}Ih(++Rz-<PsY|656JdMg*aUqIpiXT5uEm(4Gpe{WGMTwhQS
z)_T%SOImg>+wxV5SiUPPnUOGQ-6YegCv*0_Q`)@UH0bau#<=+}YU}Qt`W;xgVNJnm
zpOVGZ2K!F?Ep9!=o-=8Wq5?mM{DWU}bSztbdY9dtGlzfP#TI#<*(noymuR_5g^HPX
zawa<aT<*(BpWL8Q{`;V>Qc%e8wR4rtPM(=}b5m1!&ZLv3C+{*;9+OU*bmGE_L%F&o
zGC4|54Z5<7CMx@AIyI^nFF$MX=bZ1C33DsuSmbIHwkZEyTBf;qr`?IdyX!89i%oDW
z56Vp3$((7>DWIFjS-hNMNh7EF`p0FlD^=`_zy5vA_TlEV%Wdwb^4U(ix0OiUHS6Da
z$<W(Y-+IG*yAzg+Djr@~8vXLl2F8u|<mwoH1x<c0>9THnz^irNHtq2f**x7~p??PV
zWAR&7{dcZzoL*~r@oA#iS`KMRt6fo^XRnnk-@SdWX5_6|#cmph-c`o^&YHLUL3+U2
z8mDElO#vrNEcZ%^EDsD=ki^Msm$1?-M#G6oXkq-a<o4W)*V1L9MU`CLlU(C0n0DU%
zb9U};kMA?>?>$XqS}WTn%lT-Ub?A@C`O7)CoMvA))8Vy#mcNO@guUjC*Ie(HGwJr;
z+EK`q>!*9qsIkmpL*n_U-M--#GR_ab`!6`_`BPf`LfOq--vUCXxU%cS2yBUy@!Gv-
z@)KX3TR*39Zc&J;pRv;6ApcuQ=6#t=x%1X6NxNj1$dnsjsozo-_x$ev2F33VazFK)
z-<fBrOaK0*{Y?KY|IY9G^Q4O2KcDzXi1E{(Jm+`QCr^8(A2@x|rzwix>wc`aj{j_R
z`3<8F<2jv0A39rnuSGs}y>aK+Re|^K{O9C+HaMiV_e9W3lQxx{Yj64{Uvu8@MkjId
zyx+Gj2Zc|&yl3{V4U+ZqoHxc_X?2J_kvT2jH#Va}(=p@px3w#|&3&}0c}gAqV(Xbo
z7p|ARxKqCDT-5JHA9p<YFn#y&$E*Ig?qF&Br}sO6Lm<}P{g>gM99#Ea?|Y83F0Rql
zoo$*vam|~Wd6QQ^nr3>L!P_@>7XSYF#xmba0<OKB`?lhGLCl%09Gm=~$xM4OEBJKd
z-I(=TI``^#WnQqFIlHgk?u#jlro;*xPt_AScMoc9;$73OaWKQj^75S{aT`QR+S3hR
z1a}o3ywB)Sk>JnEXS`U$Ddn7JqvE<%8k!#`o80y(*i>-jiq8C!IQed-=bOz=zj@v^
z;S}Tf8*6SyY^^npxIQJ{|EHe7vmLCzug%GyZEX+|C}eqG*7E%4G8^%RLSw`F*`Lq0
zExL2|=eyh2wC?`P+xqK%_M*bbtyKq$K8El7^*&s<_fys)!D~MnpT4U7UdenmJ%9f1
zKi74v<L=0LtMotCV&Ga3@z7K2!1V)i_a-l$;Ammus_|gaEYq$Aqm~@5#h*)WWyxIq
z)OuxGz}%lJxC&kx++4nN--5g@>pIH~3uHfRN^oQ~{Qbjwc|h@tz=|z#T=UxJ1Rt=t
z=T_1hvi-Ju|Gb&S8&#*on5zkdi2nUjn*L>Sz||6Y$pbH4L}cHcX9)VEqt<Y>XhoNV
zLvy9=`}-VRyq_JjTP_v^-)ox6ytXR1V&$w`K1Uim&L&4&m~w;~Xm>66Bro(*-S`i8
z{{g<7qQW!W%T%s1d@<nOzWUSBwHehqzl!VTIh_;l$Y4$BWO3Y+F~h|qJzHFiciXi&
z-#b4fW_LPq-d-QXU@o_PUzx{qc9lETja+f_3YN32u@wKh*Z7@o?NjlzJJYxRHj^yR
z3fnrdaJk_9_&J60S!Z_KpBeK*(Ko)N=;75bPrq-^`lWQ4yME(KZ~o+t+aHV5dAGNv
zGZoJ@f1Atk#I^Fly*(E!RvGrMZcVCI(0!_Rt3mIV6!W=s4k44~bV;674?cP+Y>b?3
z7J1T_{rub}{llz<yqN(nH4Yd~d@`lf@U*f><i1EN#+3^;yioE?{n5F0=2=Jng%iD_
zJKCof*G<&1X3OQ<-hCn_=ZEMfhuAM!N7CgdYuHq^TRi<VYbsCK%twJCp?icUKhWFl
zrQLHj`tJG9H|!2Mi=Ik2*QYLg#aX0CSar(pY4<%jMGuBwJhQ^@Xotj^H$Rt4Z+-hB
z?CuecyZk42BszWax9&U3s=UQhFPo$9=%$Z4ui1^AY}0H{bI5LraQ*H2!F8Q&T=3tr
zM_YRjuhx8c+P>CQ^^UF9Tyga~bBmXk70tP(H{l<j<#(S=I&-|Yzwg!juE;ra7E@)N
z&(3r^2K5U+`u9$;zTV4w^_cwc+-ozIpZ#shFk`po_b!QPiROu??#7fc34D3+;Q6-5
z*Uw)yZvCu3=i&3$AAOQ)9`c-)|7)|Sbh*{-SAuI#ZCbv<)tSkznO{%ZKO|IW>ia9J
zdZM^;RAS!ehq|%8iNCeV=WLyFq>s~|%WF?vV5sX4OWkRD>Uq|_sHvgtn{KZ1iSXFe
z`afy)rpeFj_qOh;FI_0L=*fpyPFw#NhJ1c*_Q%Khj^%_)rtdebySi*k?zg3~b2oEy
z=}LwQ?>*Q3ZdQ;>{}iQ$OCR<xzF@-Wo&V<2te)Z^vu&{_xmWC1r*2c>`?<7#!F*N*
z6@|+!GonJ}mpThDZ`ok*M0{HHgvBA9+AWOviTC#EHysdT{=a1DzQ!AyS=eW9w_A9-
z)nL=~gcy-tUVEc6tzWr!XH|<fUCuvknkua0A@gwahgmzeUEVf1QFdL2)~dsdR~_8d
z1$Ylm+)(5BQ0=zsdB%cBg<orvj@~{baFajI;#;to_{Bx*Hi+&Hi@f$X`fHxs@t2w<
zwkOWbS^PTi;3@G-U#DDu<f(MMJp95}gMGinN^C#vX!iT>{-TP_cGvkx^|b-(7Q8Mj
zeKfaZ@4|T-ln*{Wy>A~w)3a6U_p>-Y|M6+I&#xU!P1|<=7MpC>#un7+ufZ>7?zPpD
zJ?HE4B=z6A7eDZL2nWdJ<SWmA)|bS0bD^pTlmF$uHD5Vadl_knZ%f%~=@}t2r}~*}
zpjyn`x3lgab}Rfa<$BDuyn=L_Wo{l;`oD8!b0_dM+5A`WYJbuyUa{R}x8;#GvFf7-
zZ(g)^*>{8Y=s_lpApY{Jjyc+E7FL*~x=q?;n)+;>UKaoIGa_eS)>))Ki;TUpPdxpZ
z<eYcv1!?mRzLfJjyWpPvEtB>80@O^ZKZpNvDrDy|tG=WD?L+jrLrRO6f7A>tzjV?1
zb<OuHIV&H?mOOEB=wA6++N<|)-<f-k{<3UVS^d{1hJX3UV!W66>EFJaz0xUuNeSzd
z*jFE0DkFP#(^8pQ*J<ezE9LhjUI0%>&DN-vP1!a@c<zkJYkW^z|MZLem#rl9_IIz3
zi>J-5Gi9$hqziU#XEb}S^s7RzNucUjtHtAQ9~ZIjTX$~ZhIc}0514IYrkBMq`j=h(
zFuk0!Iwoqt`n~Ue8%HqTby*~y{Xl;so6Pp4^*S5b^pZGgG_x1TehYhedo!Eb?kkbZ
zA-jZA4xUwwdE6brywmuv>6%8(_#a8U9;_eBBbZnG+%LV(^dj$@-G6rHzPI35G3iNb
z_TGZE`#Z9Er(P~UcKpkG&CrCMeok68XOvE8bR`!4kd=P1<5y6mZH;lr-*B_4+aY%r
zACq4<`RA*?nD>_gW3>-Cui7v6OXT$Vtp+=^<}Yk;+!=r6W8XWQ2~qpZ?-*OP#9mTc
z8m!Q2&3f<d-K5a`Kgo+2H|kFa>R&za;%>tr^J!aUEZKVm-+xL;oFwt2Yt#OPLOEM6
zou8s0YG(X%auX{P>*04R^!GRBpLKbl)O2O~s`&C-Q}(`L*uLq?`+WbBjwLfMuBp#c
zjZ7)`w4b?%QA%jmn)9v_y{78gZC=+FhnH%l9=;$mu{$E4Kh2aO^XD=9#5lRF6JE_o
zxZvp@8pbFf?yqjozF^~x#24*fyxLZjwACaYkH7x&Jzw2<S@l>)m%qLngdWu=zPemA
z>tBxPoXp}IaZ+}V+Z`qx@LqZNKxLiLL?xD3{fUoq<ijoRW&e;>Ihud`;=!M(vMj<&
zxL#NE_O`1DlpD(w1&FElcB++UEYhDFFv(RhRcVLMdQMeO|A&SLI8}@9O?di_Q?<^n
z?8b)n`;*GMJ&)!zdd~@X6lDJ@cbgTs4>z~^$oI5GKZMQG7a0|t+{SA!VHEi6+20F3
zQ@k_+AD0T|%KbanGHH&u<BfmIeKZv9zCG+#o5C^Wucok9TVdUTK#^Uq*I)RTm-o#s
z$JTh&()!kK-!G)S_h0ze_q}44?fKx}9j89$WcP3Ku<?-Q(`b6ATA}I^ExkwnT~tp<
z;!Cc8!2T6495*kQJ@ckR?R=9Qn=E&Gmq(e0PceV)amDq`9ejK%)fNhOyT6O-h>ptA
zmp^`Y_iFC>;)nFEM9i2_x97Q2gTV~ZCHq!BSmBkJ`#spY!A16*Rhe<=p)ZZDZx7p4
z6i@oS;o_$2$7Mv@KfGkw7U*zU$aG)W2~igR$g4%iUo!KFif64|;5u)!PQ=zG-5a+>
zRK=DpXRlzKy!G#^7XcObk8U-RKPjfGyd<WqjsJ{jQ5H+T^v1bSE9M??+ZBGPSoZbV
zDe3bj-S5;02~`a|(6i8c;fm7NMSqqwid{LId~d4jn=1@ut==!!^FDw4X|i?LW#-#~
zDMD#GJF<&@JUk*aYhr=Nn~txSc6X}gMf`WO?&|($_2=LDEsGE6ezCn3_{Fp2$KNdX
zME&CCh)YZFYbEV_vfo2T@^u>T^ticfadX)+ROjEwJka&|uDOo=w#x@j^y|#x-($tQ
z;|+V6l*H`wyH_0#UwrG$l>Jgy!xH=d9+$q_=lfju@_X4O4p&?5XHIaM8urDTO>;(|
zaa>67(b={v^H$^<mDuGt?z^qf+UK<Ty`=|Z?XK$zt=?OlZvRqQbX}qK<h44{e{&ao
zsLz_vWVy}q;K#jPhvpl4EL^RfefF}sw)S(sqFr+rh@8%Tnb%UkQs?-mx|Ndz)utv_
zZchzA@+nqqe(%$0!LBZy6&_pij(*y4q<Uk`<%u50Kc)QMC>=T7=}SW32c8-HSDrPm
zS2s%5$zNpG&K!R9liRgJ5%*dJc6_(=bC~G*)=T!(x{f8@Ti+`hPAcA5bM8^&5-%Z@
zNP}*cpxM6LygQX<eZ2Sh+K!ae<`}m7o$kk{#;7)(@sp3SmwR=m`&`=8+Fw?wnVPS*
zy?_77b&9EGPoB6B^Xe-bP9;u%tyY+P^1?rryz9IC=N(yl=+lO+a>kv%lNS6HoV?@u
z^CN5KJx^KYrSn2`@(x$O<8rohOq%VkanHBuy#0RmO@Y>*k_CEs%Chs$y<n2vQv3JX
ze2uuzk9Xbqkehbt<iqdl?=pq!HO>9etaxfuhK~Bd9VL29ZfaYmGsJRF<#}-+?9;4n
z-Gjf)I_-C9#U;$tYTBy%ynX&mferPmOP9{ta;-gJYgTqZ=*QpZx9->|e&A}QPGg?g
zKc<rI**kAeygBP@-x0}#jDlFTvW3o!PkBG2?z|o9FY(Xe=b6JReSNR3Qr@}p!u?~(
z*Np$>P76)u+_LFoX~^H)G$#G#Gjg?`E;Acd_n(%(@G<RYveNZeA8t!OZuw^xsoKNi
z$h&C?*KDqv-fFU^_bT#j-0!>ZtJ3SWN4FgjNIa!@D6-E|CSUW<tbb;)w`*6e{}p>T
z{I$+X_M$T@9XIEEj@luc^KfJ8x4q>BXZAjFD?DS&Kl8su%uz%00`vckiP8#Jt!0X<
zzpS==X1et^m!;NB7Ezhc4NNzs7s^*E9N+W$Ug;xEj~VhCEzcL6nccZm!ljUNmcnFr
z3D@Vz=L^r2b3Xkh(ABGWT9|XnN{iQJ4SG9nEwnvs7(SQ#&i$i5rc{_1dR&aDE6kp%
zZ{e<aT;UDFk`w)HhfWyAx7dmw|1zifMRIcG<hXN&$KR&Q6ni;&-`e?X#%<<J>udLX
z5;-R)c&C;t+s$5}^=Rq>_q!8JA8ClpJ$V0Tz|MqY31!P!Q*|Xaw=aLd>gy?J@c7$4
z6IT0myRUsz@;=DEW5w)Ct>?WD3cuaaeO7o)m6wF|smW?vRHsYZJXo>E{mf~Do?x>F
z^SW$jHhpK^<gh_dZdHb};w4i7qhIa|dD)gcF#fPA=)=yyzsGB5TrknTvRv!tr^FMp
z?5$Yyxt-=Vy53Tfa8t+?u;`liW2Q)r;~mbWTI~Dx6*lIH&o$ej!R~*F_hx|V%`m>W
zr|B){=LdBNXIBTxDHMHJ=y~C)WyR6<iZs4`(psx8y}I8#X|nrm+q{^*H)rhB15a!|
zA+slc>on!-6Y|UNl-sk*S46+Nw&?%kZxgK-zL>@-+-AS|#%BKPv+tC%%{F~Fv+<3E
zX_VF6ya#HrR^0n*O1t*Ys!?Q_yHm%~Y4z#*w<CW%HTc`PReW*8g0K2#4w;MIS$gVm
z*-u}wi7NYkHJsJ%|0jR;(C2McVPgNP-2U#L*?Ru3#``me>^lPg^KSYuv%m5JD@VA&
ztN6$t`ezUI|DAQMy1{(YaSoNDt8)+k4w0?Dc=&fr^4Z8_);UX7IM#C1zuUdx>9&Wp
zQ#SKIUtm*LF@L?HD`(;Bu8%dYyzh5+^;=BPsdU=Xxga)WYX2m+MXVv(LfX4-UJq{n
zUi$dY&Po1^8&B7X&ktPjz3<_ZV##TWoaOD`6Wg9%Jp8*zt6y5Ki0|=&T|WxM_okP8
zJo#*0!N23KneoC6|9kZ8?p|5*`GS8=|8I%NGv6%E|F^KoUpBGU<oh)39_Kaz(+?IR
z+YhI(8NB^A$#}ksur>d}>351AXRVs}!N;X~=V7<*&oQdUR3<QQsc&A@^5(R6ncV@E
zH^-kcwF^n#4_p-QGez)Rb=8H;TAlLKK6m?T4ommmTM|%WQSY>Pd!E_u4<7wFn{HQm
z^d7UUIdT8a*B=6IciH$CPQ0yXC^k{da*0&$><bJ3O7(7jap7_8qV_8pPgu^%z7RM%
z`Cw+wsy}~DvdV9=VDaO3X@B-G+4S`<*G!Xznmfgpess<J^XEnPr5~F$dxhh_zt!w5
zIsd&nxR&=`Nd5F(`uy+LOk3+9=sRoC=ccn8rg$sMv^34VI!(T7#q_)jPd&}n=P}NA
z;mO{)b@MF$9>q!AJ-xeEZH~ISF=z4SC~cYDo9A9#H|KMBP`asn?c)>As$S^5So7?%
zUP$7_T?tB^^1_9?HcK@vS+!Z}q3g%eM|q#m+Jx#f`&_I`H$B97SwcliX8PQ#n;f~b
z6|GlunysF9RmrMhbF+Gf!o`hZRiFH)2&u>@E$EUxdpaU3b@j$5zPDW*ce^?6Jm$2$
zA92>UPQ4|_`_XFA`nMjhA0O2D_IW?^jL?aXD|ci@&3BA^@Vwq$Lwolx>431wVSnB`
zM4Bx7Y0r?lH^2S-Z)y1gw!di;^t@JmUzJ$v9CyPx>G!RN94jVQC;vTQBxSX6A>YMU
zp^+k=W-Bb6m1Ma_zb8QW@UNWTU5T{~r%HN`lr5R*<?geq;QS%cBT;vGHrLmgh3~1k
zx?!K5=UpG(KXG3->}!lZ@uqNb@TSHO_J&^+*L*g9{&g#l*{;pGwmZM>u`|4J-Zk{r
zB=#q}PM3-5U2^s;T5s@Ofn~dS=!*z(jZ>GqJM~YppE<U>;9+>>fj#@|8YNqwOHI{&
z_BHia4WrclSI?~qj6LRDH#Z9ud33mOw=&NiX{)oZPnQQD;n@GSvNm{AW_?|5#X8%Y
zoQ)+ef8zN$J{}0Id{`7WU*o_fmmP-r{tEVUW?xsAdhUO+Rp52$)|vJ9nZDZe^J_{!
zEsRP{HkmIH_2t>|LkE1tBkw8CnPOR+cys=Balcb@_9WS^_wV~)ZM>d8DB)Y8YVhY@
zuS8yLWYIomapC67>+Tvy<vBy9N<aTP@phD6hQ05WBFC$uipF+Tg2G3*tDb(j6Fy(;
z{h6OFELV&p#Dr@McGoK!Y@KiPT=lrnbK!v9pMP1TFJTIv_G7U&>*7xyJ2lT8Q~41i
zTJ(2=UG(wOZC_3I^jY<ryg8}xb@J(hSAXog^Z%3b;R!S68vNwHx5mTjOJqsM=3hE5
zH<+*XKfc#oMYb*Hh`hk}c~(F5A76;86_LB=p19(Xc>IY^)o<49(|@`61JAVh`#<;G
z*niLcVfC3;r{{VJOP>s8J~a7^U&gQ4Dv3bu%@0GSu%COCUGyX7-Q26~rceKF(4DgR
z*SRl&FIt^zF0ZlM_;;VDeCxjVdqQ(+^VQQPw#Z%56_5SRG-1>2W4UU74yS+p$$NS2
z^wnu!uUZDY?)Y5gpeA>2f7ayFkqeZaBD9M;jNUM_A6Btgt<Swvs#mpL-gq^?LdY@J
z)1sSyNrfGm^Y_l2tM2n+Cc5;l>Z*^)wr@Wusrvn<Ki}=X{XdR0wERDi(KY$}&V7xu
z164Z;cFMPeKT;8S{B+{Z$x2hhCMrbCHoT>km0-B0wRycp$!=w?K*c%AFY;F#^hULH
z^UA(TSFHOyJ23d1_wgH-_j#mxPq3M|H|<IAfkQ>le*8^iE8<vmVSefZVQYcF&0qdK
zOaFM;B4~SY|DB2VpQ>%p&Jk<%3Fl8q627>m%WmJ(qv1xfB_W?{4R`LiF3DbKx5Ihb
zubYPj&D!RjNpLa}s{C{GORnlk4+*z&#>>0iSkKMBf1zf=E3sKe@1FAxUCO#b!gj}@
z%9H0M=2q>~sh|GGci(o|(?y#*CGY>wd0shZU&n4G%UAx-)){0(teqr(C{}S!#D);Q
z{%7k_mYwR}T~xtWp8Cdq+9FB$g^!QqPHdglVEt?n=bj@y9&`6>eZT&RngaXXUgx=z
z&(x)~rWNxtm|JnK`q%i%`H8GdU4E(1nR%f%U#a|9lUVnJ$$r!12Q~NNxsLtGw&vuD
z=iV5b^<6E^BcJzkwM>M`&pW55@BhjYYO-B^*|K$Uu1Y&SQbIG<D^09<x!ObJPRY-F
z@y>#Vx*J+TnZgOj7T$cAF5X$OXF*Dk{ShU>tM^Lo{^HjanrUsk=I)klPit=QtZEnQ
zIG;Ip=DIe6ix1YW@G%Se-8Qjn@$m`U3>KPBH1%DTdM)f)*)0#-HxW%o0#EL{FCet^
zzoqJu&lwrl<8P}>I`Z|2@1`|hbZ4jJl%@QCq$auQ<=X1|Qo&!DHSAlph57z}y{UQ3
z;=g$Ma-P!fg;!?3Gu@h4yJ*(m0}Wek>a&{vHhsFSd@adio4zH7yusGS{-Z|&x@*74
z&$wxDrFrt>eK*grtukYb;p^P8Q{>f;?%Q8h&E$<e^m&of)+O(=)0mH#{y%qyt!F{)
z+RO=;6~oT_Jk!?Y@#txHn%R?@X?r&xKbs>l>)%_KYtrriU!7^=5?FlwL|a2z?emGe
zt2F29U-)%BUjC+mNwd1eKdFa}hchSti8$08>KR#Q(QjnYvaIH`Z`-mOe?^;|E5W9j
zM@1hl^#3?f#m2#Tztzk+1)DW$#U3U;lXm0hzxF5SQ1kDJ{K_^wZ}-UUalf_Wx=O=o
zbw(b`$wfc@&SDYZT{DAa!R~u$Tb7>iWH=pkWz*|}!Rm}WvHdcq_RlDmv)W}4eaQXE
zoKS@l*K;?6r<*^WV?DX@h1*fy#Orrw6|2R6o?7h3{q1t`xsa?cu9naDDhk|Jeg0;X
z`;$2{KYsgMd`|sne#+wN-}WEW&$-*ThyQOcm|Xs~{)Fo$|M&j`O1JbWY%$%v<$v?5
zZwc#-y_5d4f1bPGzw<S{`i=h&zl#0W`j7wcZs+ucQ+lO$yzH2to5xs~G~M>kX%|MN
z^((A=BW5;jeif6o_MD@-%fnrgY9CCqe{a$M{i`=whWAC1e9?>jCYzG@H+^;Ow^)6l
zzFtHvrDgA{O{;|Ek4qVzXX$WS-*j@PTD*9nZ{SI`KE6-V&ezv_wycz_7u0FqaH4|C
z#wNIRYq07x<&Z65FWdVRKff3I?mxxsiyh1R9V+*iFSb?Kl;_%@b+Os?NY$ANSHYua
zKOXHAdVQ(b*2z<)rBUx_$YlGr(|Mr*4PWn^Wq;5q=c?HC^pIKJ(?x1|n#^yqKR@Wp
zo#3#4Y4Yu&_$W5n+pDzxo#<03%Q>B&@_f(5zJJ08HBT*{c2{#*yURt1&sEcBWk+?(
z?TR>J;M~{a_2$O2pyM&Odrq%>zVF)>p80V>m-n3c>HF-?+CqcpDND@HTF!i@eP-wT
z$rJZ{O*j+#YyPIEOi#GG3$IOjoI69&{o(1p!%C-@-8YZ=xbdUkq;lsI;t!6t9(;5-
z?B=8!RW7XEakVWIW=ejTa?>n%+R@<e2R5m$+Q{>B;^tIuzPnZ}Z#FR~PW};OVp0F+
z(tfqxeb>KmebrhKbh%f2`<}-Qtn3_>=f2f5JB7u!+Dj^=e0QqdKCzW|6N6&+H=RW}
zC(nd7Ob}=J#M5G9d_?`vr=p`d(htoFsu!;6;@`%u7(DH>|CD#rbxnKribk6Iie8FN
z^;TN^XUa{pbJ??Aa^|;9IQ}m=`O4Y)6(w@HzgCz03$?0$7<f=mSpV5FMw98r=9$g%
zac9oHI(jGOpTx3rukX#;TK4FipnsY1aSo2`mjOGcWZl!7dUS!XeyGu{tdBkkvP}La
z4ztY{b-w!aSp2Akvs!p}-R?}`Lk9xlS4t{3On4*|E!W4R|B6Srm5cFoxY@Rh)3yq)
z&u~2tk!6|3xH>-5H@o!p^_2%=&k4NR{FL9uIwRQ1`9;FzscakWU*4jwVl>C%Y}Kwk
z3-q~SyB^Oe-0AUqvHL2Xb+7oQ37`FQj{idTl-rrzP0LztK2K2P4NpF|K;u4l#8o>V
z**_<ty?So3gw*-_{37|{+AQmITxyNa&W$k+d3H#<FjV<NZIAx;y?0x7`9GPu;QobY
zxw9GToxUd;YyQ;<*(jp<R44g?w+nmDqq>(RiY5C_1dGV->^?C&Zuiz_C({f{+xFhK
z&6-$P>u9LU$@}HGvc^UaosFBemfg=``kGL9;>gVlwt)`$Y7Oyk%y04h^+^cUwP{|`
zzA(x_sLs8qlr3_H_D5CA>E|{t{(ZbN=tA<riFyKYn>QcJGTE>&I&W*WNWAakbGcTU
zj>R3pn}c^1a|Ew_v+2w~%iGK21m&+-^3^i#__t^2JE<4tE!QrZDQ`@l-d^+ThRHs!
z>y6siC$g-q5^MT+KJ}%cX!Sp%by0jjts=dQQ`^;eYquCy2p`W`?VeEo@}>mGG1J%8
zD{i`NeX$^I{_+(v({C&{wA`{f_UDS2OaZ^+*M3cps^0xu>*mjjgYUccz1<U(Wj*6a
z{~FGNlMO>sSA3GM%UfV_b6Y`eSW~-O-x9Hle(C1XDXnu93}<P$ctuvt)L3!kZrLGO
z>wlsX?RH+Z{4%LP;M%@z%P-~0t!b3Be6Tz2<8el=-w*0PYjDk|e^%Ykt+LS6FRY!T
zlWB8>N7v593hak1Ry3SHAh)M)kNyYoh0`?sB_`Z;I>MqTdXQtb=z?2HYDPIMv5W;L
zRHw5Z@?gKVNkb(-;F`c9#mvSJyBBpgHmGj@l({-yFYrdr5_3kegGXMpgrDBUwYc)Q
zNltUygKJBS<9FzC&40Tyq0nE%M<vcfH{C(x-OVLOehW>Vt?6Q7aBBOenbM9qpGx<g
zvb#2yf355_nS;ShYTspFu9q>`dXrPDI<>N0_tVh{<*UBrU%dT5=x41v%YwyEBmM{)
zX*|9+#iid=JW|6m_@i(~<T)kp+g^5-aXZwd)V@akj};b7R_#rjb!qZ~j#DMU_gd#9
zbDrAvDPil$=}v;8#jOP`)*D4{@>pH3U~dWX`Rn?9_oD+$OM5jZ<><C*{Lzcsp&s=0
zu&MB$3peLawx1v(@paN<k#kSQ5B(NB<$q1L-Kp?*>~blSliwXLww%xA>rIzw@o1T?
zv2>qv(3S28FNdqL+57a|f+WotSyRgFRximu>vB7x?zNrqL9MCG+C{g71QabQ7qPPJ
zs8n8|eEws9(l^^p*;9G0{R=9~ojtEY_<YlerHfgaZz#D(J-;Me>@?ltufVwpcMa7V
z-<<rD(EF}sl7@!jgtE$o0auo(?=6~LR=U}2S#Eo^qZOmun=S!EVTE}Dy7pq`tAamO
z`8z9Jz16agv-<kIBb&=E-(gm|&uBUQSlK}zqoev;3e#C<ZQNOHbKs4^_X&Zot~_+S
z&^dKYf0)JZD*5}F{TDy-|BNsc;JrHS#TRXbuc_Pae<-Tcp8C=H$?Lv-84f4k+)Zdc
zbMN*9C$3O|?x*W(xn?g&u()p3@?nK?*yWGAg0FAUe!WZfb^F&35iRLcY7ZRyzA934
z(gd6O8_|*(&o|dJbjnFH_C0z(pY{0JENhE<YqIUS4CE5yyce$bGyNfEm9!y#_qi2s
z7Ck=nF)Tpcn?<d&?$3<a9GBzmT3vi6Y-&WT^0J-39BJw6zv<Lr7^-#PuG?|VpGD?Y
z_e`66<K>=hf0knXyxsM``OVXFc`_rK7{9lBIR+Ye)dq4+m^Qtd=g_@-_gNQxX_d=M
zVF>PU5>a#(Rs3{+@2jKR-=5lCajJX2OG(Gm&_mimH;*;ke)Br+Yq&?JzVzX!SMrJ<
z?FxL)%zN>{x@OucE4O!xM6_N+zM87cJpB}pd0D~RDCPh2e7=_as;)@8F6#Qi;xYI9
z%Gb7^#qDiu^A2C`-qkhlwU*ufDOIPwo;mX}w00ri6R!5C4Jo@BXL`1Eh2^C0k?=m0
zb@ia`xi9YV44PbdALlG~__52<T|OgV{p}T>tscC68XWgLcoo;g`Okyrm5asOJ)LT&
z+ByGmaM|gH^7mr9|LGlbedu_v)%{F2Z<T|Yq1t_&nf`C?*ljs=-YG4ac~1Y7OLs!M
zU!P)0HBFoyVjmgOn(!!2<6UMhcS+lsSFH!i6jMVCa~nOY)h~95C&wr)5|?eb*QDOH
zg|F+*%|l)Mi#sfJQe!q9T=!|MqVcm}SEb0SJyu(na=3o4;=ieWie>eNG~>H76zdi^
z91b(~%(EBX`cCPI$wA+zxij^HQYPn~2@>4c%l-OePt4NRUul0g%TDVJzW??`9NX(U
z`CZTIr0SHV(n5>nV}mRB@3*Ym`PgQId{N&z%{lF_U(RwV^38mp<67@@!Ib$@#zybi
zfi0hMU(A~8FKwk-@b0wny9=hqjk(S1X3k{tGCIuuJVmSg<t$^Fo6;|5xlS_PKW)9H
zR9Id&-=y`CB93W0cj~p=I?es&#NH~iMB#{O_7gW`-Y%QJA#>LCJFIFszw~}Mww#s9
zy<(PF+}~bV!Iro=-=m~$!^<=0{%krYY*w4Pg7-)>$83J(Si2b;JbhKq37K7YWleA0
zrK=kHN44ebI`)J&`<AIQP1ZlJnxkdm<YxbzV|MPQ<GUqH^h}Bu?~_dwcK<kI@9Gbm
zKRbxqwQSgV_MuIT|BamF<_9@}TYeYXCKk^=Tv?%%C@lNI=d4YQX`*q>G!Ziav)z63
z!nfP+So8eZr{H#v8zOJcaC6R%SY2nBXnfw@PMItA(l?IT=gys9wBg(hhqr<)zH*<R
zMm^RtHvEzuwq5r9+UnbXj?|e*h^<Q4?fJgV_(`(J$~Zl_osK>;EwjU~AKaY!G4iIt
z$$sIBpJR{By%Zx67`a1YmS9MO=$fjWzTDvJ202O3*Y;fapLS{W^UmaV`D?`NHHEFd
zNc}wZr0?+i_~{Z)eqUrNZ@87XWBcl<5BRyokGeE($Xn#U;Kj$TFgCeWYV+0p*R=fn
zHo4{9{%et9HgB5dO1~|?cKku-cXk!+9lIIdI3M5ZIwguB;GBk9hW+Fn-;x)8y1j{I
z;+4~Pc0X9k%c-Iv6a2V%o5Z`DCX>vLm+i>W-91(B>u3I(QSakZ7k+J+=N^94ebT{=
z9E<ohJy-0hZo8rtz3#Q&x|>UcZQ|#8aUWZ+l$EV^%J+z|t9h`t$17upx8FYXJMPH(
z-tF>|JO6t|O0rf~Ui-W&rTTS7OqV{aVAD;i+IhglJ4@oJjks6NG)A3At2Ej<j!xd8
z@N=Hjhg~{#d)QN+Dn<HS`f}&z?v9I2p*#w@OhrqYlDr(ko7^WY)mU`f@7;-ety_{Z
z4^9ie>>L_CJy4dzF4Vk6E`8~x&-;SHbKktI6~FdgdiVc?kbADx6Si11_VO^jd)#L6
zqT<Q&wal*-%N-N;yZy316?oG`#C-kx9OjMwVvpCQ?ccM{omGqTi|3wpUxV&nv75Wg
zJ34nhO*?hZ;&#C#*QbBuyq|}ptL)jU=gd0y)EqInBVh`w4O41wc#2KV(70E;a>cqo
zFLzG-cHl5y+l+TnOO(%>$Su5HbJ;cUz<u|O&iK%mudSBzHXeKPXP)@WkK$&xqV8Q1
zWMj?eSlv~3>+cEAdu7vpeUrG!KKIGBSq*Mmbe^-Ud-_REZKm$LJAaMjwphMDwogoU
zO4U2Fj>*2gJ)%<oq`x=pdZlD~B1rE;Uq#VMzu6{_WD0l5W@a-VPBVSg+qZFNPx7ss
z$0T}kZ+-MCy%jB$xIysD_Dx@mUcddM8Gd{LL#$#)S<_7o);9vNIZ|(m%f3wgeB!%%
zd|>fwZnyZG-!&zB_N|(HCM=?NpOcKj{)uxhhR0qzQ*ZFZdBaq-9pa5m@=j)95B4xR
zeYz|d*L1=m=s{PA+ZC}TGr3M_oQ%nnt-X5I?ENbi6Vv4!%c>G~XhrPU#Zb5E#i7o;
zg!8VuYZG$WU*|blzxN5^Fj~E%ohMt*@4d##<`%AmJ2$3p?3roh^UmtezoYl2JXvHS
zx}Vule(~p}=Y_6(d!r~Ddu&3KdxiKuW`SE(-;XeG8bxorXDoX2j?>faf~hhpFIHB*
zetFuckiolf+E)n`(d3pT50zNID|i=Z`f_+%{_5J|`$r?Bs&vm3=7&>`$8Xl}m~`{9
ze_flywPml%s^&fto8K|5?2l^Nsopym(i`r+zE;S<6!FcGd&%tQOH%l6$T6%_E{HrM
zaC~i~!fS8cKM~vI>+*XUrW~p==D8N}FW2VLJ}KKbe|FYgYIbYc_h-qgjdhpi%$>jb
z&yrPM_cat+4qxlIkp9E7*3_Eg+C9rF_Ro3y_lM|B<aGG?#=Yf~-svcQl^5n`Pc|Lg
zCbKeKX~udj&kwc^+*zNkx2##|6Q(+I?xKlmW(w~V-TGvk1wvLe>&ISFj9R+u(Y~z7
zS01l&_vhJGU1V>yznHOa`h=i~_f+}ZZ+c8QTG_i=q`Nt$tSs*FFE*=#Id5I22F|+v
z!kN9j=e}e7!anaAOe?~p^uqKllsBE~m#dHMH(g~ljrB*{k@VEWxa9jeaRFZ*9B-KN
z^;-$wY_qHPv<`$7F||6ZJT&2Gp}_gLV!M>&IOT8cpVu#M>N|h^Wog8|+cn0&`3ga+
zc~jk&Du-$|Y<6BEWBu0UOty&Jf`UmG9!*?6>6vNXbGs>=H@@@z`@Xuv@@oB}EuwC7
zH*~e!jDF*(7I7s#Y+}fSpNUJKo-1+naqU(Ykqt03Se~$`@=Suy&aKwBJwMK$b++g5
z<A5pd6-<%O@3$`4up~<LxqyiFpMXu#f+FXei_T7R3J@_dGTYLp^CV`<9LrTVtbMB9
zT&{F@z`81AwN_od`dr~DdfwVf;fWjhH-;Q-iY#Abp1Ax;Wvtv8uJhh1&G}#U%(@k6
z{(aZ;$ZtjGo8LU&^*r~f?ZGuu53lVwKB2|k)Z&SRm2Jg>*_WTTE_YWgXnv6!B=Vvt
zi9^?aVV_g^i{(7FFJr7<>&;z$-FQ~9>dBAOU$}_0?%QCizeeV0?xKR*wLuq;E4(=v
ze)h_-<OL2wm6Dt%cbXY5nO`j@V$D#$$M?DYoo@$Xo-?MM^p6#(-L?00Rnlc$MWY1k
znrjKq?%qob7Ij^I{?=js13$7p*?#wnDA?N?#LwW%>1Qb<^K?Pg6K0*)HlJ!jZSy7X
zdY+tla?Zyto$pt@Uj02^{=cv$Jm~S>&taaO^CT55nmg<7aU9&3I5R6DBrA~hqp32>
z@wpTFT-q(z3eGHCGUrtPe(TM#FN$n}S@=rcUVCNt)jjxb?*EF}^7ShZPw?-_aou+N
zpR)FsE1mb7COxg|TeyqY{r35jZgFZ{EB0}8U0l)K$L;EOKY!&jHLh#}Pv5BLo9vgl
zP1U>}6W$Y3ot?+RCGgAOw`|eory4Q+4(@z!+eD{5vpT+pHR#)h4RcP^@1NP2u_5pU
zw{^gGPLZu?D_o3uZie3CP3I3--Z`ga#~tx99r2*;4_~PAoIK32z?(Vu#KNR}Hg}Wn
zg5gSj;jKQA=cfkSiZ6I1Yc!Gbkdy0!ts#ZS?Ua{y^j%+hU|-b5nZlm+cCO4{&vMu%
z7FD~MYUo*%K4Cc}8GbN#ABQ;ihj8T{<5ljAZ&^RT+0mf<b>T-&(|nE@(!M+NGHtds
zUA?aF)KW9!$olT4r454oD%`L3KHl{5TDw(%^`a@ib3V1k%&1-0Q}FZgmdS^`qkYcI
zk9R#I&d(iE`tzsr)v5E${jY|(`cK~Xu7)@N>+gk9xA_&m?33er!o1MgdhLFnJz2Z~
zCm(t?eLbaX(7!*yruLrr1r^ovDek4LX(AngI?W2gO#azBE{8}9+3??4{AI`an2oz#
zJoYrVulU?5RK4PjIEze-mCNOr7h*ewe%dg4u<TuQ?1^~KJ=Z8NZ*H@YI}=?GHP2vC
zOI>+5ByU9-&s%McsaiqFibvT?**6?}Bgw3gvwMxwF0qC?H@$Q7-kiO=-(5Pp>dC)7
z6@5mhn!6&is&X~;{qjHmczvdNzk<HsQ;iA2NB3Af)MKpWuKcKIJzK%M@}r`%^3vp0
zJSly_aW#u>AFe66x^YctUC*WuQDUDSX??c!sjk<o(0Fn*y4zA?+o{Tr%T7;!)EynZ
zZ(4Di*ICy_>B_>XN$+>aDXVNdocH;x&%uau-OnX_LxT*PYJB5twm02B)2-hXo}{d(
zZ}*hjvi*SP?7e#|Qg#2mxVF&r`|aaavz~f4Z|)ZtYC2Z<SMl2WAFX%hGN%UFAK9~G
z)6%>zcQ_Zg-Mg;!@8ZET^3w|yCv|4nPPFpZSuJ9$H`9I7)Ivi+)&k8^#a(|od%W5D
z`1Ui;c~X9(dxli2X@X3Oj%v$f<^>BB1t#s#$lNs3UDCL$aH7VX6Y~l;$W3_P_OR#B
z*Sz@Y(h}^&=i*)*)qUZ*{6n*N)ki0NyMHg1pTE6ow)+fi#y^jBe_fE8vM&F(Q)G|g
zxxcRQB|l`_R|)Wn2Uj*}hq~;)S{qofaQo(t=P#P>9Q(85V1<Be&`vLBhKGv0cRm{k
ztvG4WHEqek(lyIIXhdrzma;Iou-|8TCbUC%Qukf15=XfshV4g_=KrX88u)X|<g<U6
ze*Mc_;9qfY>fb}$FT6MXx4K|n&hN86m9L>Jpm@{&I`*y0cl@*DTXp)J)rvZ+e{IdD
z%x@X4WJ@{eX!`Ery5_7~5mUwf@v?7K$|<?*D7)#0C*P}pt6>S>iUJOw-7j;cwD*SN
z+0ftYFAP4dw_4$Rb?uXr>{GU<zYx^r`5M9F$H4PCdvp2GnDmr|pHlCXolz-liczck
z$oxTGe$|Qwqu9Df=k@(&Up1)~os|>zAVBX>UykME?Y}+VWY5-cT_=C_RH@*h+)1b7
ze!S!2IdCQR*~->^Icdex!o@3AZ{IlY`Nn_zFAFC|RlfX~zx?<^pIUy~IR5$aGVymB
z#mf)a|9ix@X9u(XI|sh7|BCMpcz!Hb&yBZT`It}q!#=O7`Y6x$7aTk<3*QRo5@cm$
z*O3igD+bz<UHh4}`0A%ibMyC2Xg|t6)3VoeYjB9O8LQUW*rtA`ZPppvS}&MtJL-s=
zuvFjNrn)U&A?e`v%y>&aYoq9G^L`nWz3Y8GOSvTD#vdnr9|m!k-(FJdsx7vLFPXNG
zKQDgf>E-%)@s>ZEG-lfVby0t&eJecZb#LSBoEn>msrqkr`pQi|Bx`mn{MXzWMlX+^
z?+R=y-?l#Hag9LO8xy;wwNEefUHka>YPRmN*7b4OhHN!oqgJny@Y`3lw)S3@UWT7~
zRa$OAaLkWaTfgmy%T_;XKfmeVx2xG_TOQonU$u7TldIWpCHG!y%PX1oW-t4OQ{4qq
z7E5icbrgJ@(e>g}&=-T*3${spJHjm6erNNCC}y{9aknPs6$DC5WDa7_`TWyyT~E__
z>AYtxa_)UIn%mpnb-m5-;$pckv?O<5`a_kni5ydk_uspJa`$)Vd<_Mr#wjt&1y}f-
zj$ha*!n3caI;D2$DxRWc7o$%1^Q5#^XZhaKmYb2_x={Ukr>j}7cyynn=oGe6&%l1`
zvrC>Zm|rl<iJW)fUs7gcWytMC6Dq!PH*R>K^w_uMeAv&;rXLl!LJV5ArycQL#J8~O
z#8lyvzokFjbX)dmPTar5_Tsby6RYdLsaajKp3!YM+vee8-=BxN9xP-M>6(yvPWsmM
z3sO&iL`xM|7;TyLy7-DgfuHu7?XO?t1w2tXyC+0`+scB%JMvduHIJM=vZUwRfyMEL
zY`#mgwmstBWbLuo>|(&d^jvB4*k2Rb;u`06ec*ay^6jSY@eKz0*RQJ8eJfj4K6!bO
z|JoaUr~gbZx}GyZ$Lh~N!Of1-eqY+8Kaba`rO|%U&H$JE0}8>SX;1Iu2yk6)-lo+*
zi}#Q~PsO`zfA4tv!-{ntLRl|9@uqxko6i%N`Rz+xl#ticNx$|?NwT`-KE=b7LBL{D
zN}Ipm>!7GYu86H>tXFLE%$`kJrKcbLevX&w=H>4-G%pFRx*#a^QSkY!?a7RGR#K%^
z^3RjwXFX8;)mf<c|KWB&gFkoI92SVmxR)v6xpZ&D(bMwRH+J1*`)?k3RN2IQ&+Jg0
zSxy|A@+X+d1hd%RR+cTuy!iKB@tdG8G5V=bQ@z7(FUT!B$-nX8`U0cP#<S|C%eftR
z=X#<kIm%#{?B>_<VkO5ezt5Y#ey{$N-8qu2z90T8*{+&%z)(f9#bDBWUyq%$<X-Lj
zrPk$iZ4JL@@!NG5qVuoxDF*(`I=*h%vI};THrSk#ms%tlZ=1hw*YmTY!EE~$J?GuN
z{pX^2<~w)$7D!fIlf1v<`B?+gj4O3aA{Up`{&QZ?QF&uxt)YlxDa(4prQ-9Zo&5d&
z){#rQxj$r{_UZ}NTs5oLUh9pWv)4gIj(HQ7OU=lgS7FdK<DEcp@LHp+?)kNw?`<)&
z3N@+Tl`v^ru$=TexmlS99b6UM753Z>`MKQHwVKm4QfcargNv1>g`SXQ-8W;Ax}cmu
zLA_(vVX4Nfu0<kdXMgVLF3Hn%w&mG5W9G!QSGFF{T_^wI_1;$&@uhSA=gB_5ldOF~
zzH<(*=a1_XHp|riv3YW)DkJdll$JR+Kih~}&Q|9)k~^<ybKc0sgi9~kI(3q@S4YOp
zT_-%xdp-ZbZMJLD-C6q`!xHDsTH4i7W@NQvQdj7X!^TIp`0Fj+(~@4%a7%edj&bZ1
zBj1oz%`Wqn$K^Zbgj#&!%@^R%PZgbHTI5=jJ;y%m@oj^B^LKyCPTYLwXyEJVF>#_g
zYnHHbUTjF{kvaGC{eiSQa+}}y|9<82N4&i_YPyText(*kQ%)J)-Py2C$?CA!0k_`A
z1s2agZO*h<-uq@xm4&+ZY0<-$z0FVWc&uK1TmIb5O5ab(ZN+-_O@}Rem#x%F&67Ge
z^Xmn}E#Cy<4lX`$V&l6F`R5<c_R95t<L#GIX2V^*T-r}(dHrT*9oh7<4L7;>pX=PZ
zc>coTf67)Hr=8qbd%$<;n~UqqlCrf9@%Ft)zO-M-ym-5?wOM}--;Q)gVTp}i`9A-P
zY?U4@;L`u=_%c3ep`GsE+v)$8dOVk~ZE&p$S?kod|Hxul=Ra@c*&lAJ-K+O^x6Yk5
zfy?`sUEr8>%sE#ng6p2b_s25H(Y1TFR{h~n^`H3U&fWe4`iGQG_p&Zs|0dLs%SYs5
zb;XJ~dTClUYwAnZPrni+nAtL^=;Ru07jeaH!3Vjs4laHXe5I?dJVJZ%iJOZg_1DX8
zI#R137UuGzdBTRK8MfS0T|(b?Y^uL;XI;}Qk+;ihwj5`!++*9N_2tGb#dW)?bDVgW
zW-MR*NV!!;rqwHTu}9qd^)+sJte=l>+s5%_w{Ki|_GatKy&N2SGcFmwopLzevTAQk
zqQ7U=O^a`bh11sW_Lx!jCw6*TY&grpU3Xs1DJ}i{^JK8};g_FnuYBLO`o@p$KDUdq
z+FctIz2e!wA9UKo`DVXll<=Ysh6c_?w#tQn+q$Po&k?CGv;366R=0dRw>O{qz0W^S
zKR8|M`9oILzF97M-&4l_6#}fXyKGjmKMajtz4D%4R`x8rZP#oUTX40XT9NR&(Z$jK
z{ln(lTR96kH&-uKiTLbrWpOXF1J}<F*3<r%N!}4$WTIR@ahHAG`|y^QgR`1)*H1cr
z@UT~aYx4%LX$kI4+FO4+uI>tOV?5g~8qxLWOu*5Z?Q29NT%Vr4w)XYvLoye=H$1wN
zbD_{k>P^e7&$)soDxKXbJ3~YNJdRrYL2je@^2OHjw_Xb8t$1zS{^CIWGojEli3C4^
zxPRx^3d?0Jq@SHX)AEGpwg2M1^DgT>u2nBrQpsPDE!kDXTN~iF=o`!9J{>N$V3FRp
zorfIn`#MIRF(}>QC0jXR?&b~0M9Spr{wLLGUXj<e=MDAx*R8YX3ICb8ga4ncV7m3F
zvqt*)`JKW{hYELBx^-vF7CH2ARZ+2Gg=3PiL+iS$OZ!juw&#C{o+^87TJXk)WxO1+
z*Pblod=)IH+Na6*<mSAXtzjvOx8JoUP4U(>lr?npJa_+M?))%a9wq;Z)ZLX9rv+B6
zDrGb-m>Y2G>(>Jx)*o}(=Ez*Mac=xA;k*AMt!3&Kntq$9CDgjW##``7SyI~BeJ+f0
zEAmr|%hknxTE(Zz-_Fc^bKUQ>^!)iZUv>J_6dAJ0JeO0eJidIY)K2AtA64F-bd_!7
zT#!<*#$D>+)B7EZVxDgnUo&IotD2M3w0H1$c($xQxmS3`U#XaV6IU$U5%G?_Z(WCn
zh?$nh?ma;oS(h)z?+)CZ`SqS(-<{)!%g*OI`z$*AzIguGkHMai-%Hm=W(mB`a(uzo
zF|$CgNVZADGu&)%@cA%VCRxXj=hg2GnT{}=e|ocCSwV2gqgx8m&5k(%CX3`Ve)$N<
zF33yTzWyS3M&a7@n{|g@UYqv$i}jO!x!Q{hG*jN6<2mtWFYn0)hly4H)-zu@Rqp3>
zYNfnh*iV-_BhznQ4;If~`~Hy0y{n3G%<_*8Y<cr=uA`;eF41`F(nz+zb7@f`EGrbw
zOgQ_js?}DV`>^?&uP$e^j?^3qD_zSzA=QIRN=4#V>Ov-`O;3_;99HRV$T)XEE|$rn
zDZf<mjiAppxi^YgGqxr0AAcmhF*sv>T0#YT;y(Fr60=P8Z_PW#QLm)%{j2vw`?7wM
zcSm{E^Vn6+cf0l;GMnK3b=ig!9j((lFNs$b%0#B$Shw(rrnkOu?B9FOr%o;UUwwZ`
z$=xR^y756J_jZX^_*t^sUKX#Nwa4d-^}kCww!)S_^}8>LUuso0e;}8fIbBum&!OCl
z1&;$BoV&ew{+TZ&R=*BkcPZT6$&~rh^UKRgypc6iE?w$Qw6|RzWWRq37vs*QDT!wH
z(*%wyUX@o2J~-3UElyu<^XU(s8dKh`6nmPy_Sl!i`Z`UiqfR>=-|RG+;2NHPInVd>
zzC9=9U;CzA`4J<Odwh0HfzVsI{7<V?Zf*aj=4pQay|15N_1srmbD!RAZ9Otm@Uf`V
zP0Q;ZKbg1=73PTLq%Q8>peEwF?9z<8hgfxQF<!L{SpLkw+I#usuDn}YVlQ_0cZ;tx
zSG4>vqg}B~<k44O_xGpx7tS%eU-I&GK+Bi!YO4+BY|EdOyLak}<u1pPS9zGElxWK-
zoAS7Q*W&m1s}&}z7jiZ+_50ub@w<=IzN<a7HY7>D+4Y2LsqK=TZ)&cr=yd5{KC^%J
zjPL-3V)q!<(8NmR{ikhj&-Xrb^3Zz4hZ)}$qrV)VTyUUv$Nc8cCEp*)KYXx5*5>rV
zK!!8I78V5s`&*ioi_XWNKiIhCU9p9QW#A06jnQkXEiB4jY;$eTKXkBhqQp=BKSyQT
z&V7}US-q&1i{0H<U{^<Ta`pQtKE4I7B;(lm&K(I8-1*_QjLep8_h&Rs{%KYoRB+~;
z-Q=dp{db>=$b5Jiro+&6Hb%IPlXbcLmGrkcZvqN#MDxx&FRW?7y#90OvqHI^7`wCO
zuGg*S-#C4*rB`vaZ(-V!<saN@+*enK+`W{>mh@Wc*mDiYEXCy`Lem+2gzWg^_+xms
zI*b0OUp?7uasQibrA-@ZH>rMXHhp>Z^BE@D{tIjR54{%HEh;%FCp}l`!rqzhciv`x
zqwV2t=D*^`mS9i4{8JjUro4J^fn%%Zdij#0%hndW+qIFEdFB2X-HC!cUBY^I*WcjT
ztA6Xrf)`!Bm)B1Z%ehtg=Elze(b>7heoYq(y(e!dS2<XEwCn60(agn3llN|Bn!I?G
zR_D3!oG2dOzs>n8Z-|_2<lBEfJjYI}?6vmmgN017?`AUAPSm_~&2xc?^b3oFd6gUg
z1g*LmwkhHEo4a!LnU6lrTOoTzJZN!fiPt8LmOm8>9rgc}MwYy-uHRlcEpS_M!S@4m
zEoUonu2(B4EOoESyU8>&Ua@<bsQzA$Y4-0LzVFld!TL^D@ZYKj&mOE{e)am?%&mTr
z;iA80w8xui-hDjp#h>)dgO{69GaL6=UP(0I`Ofx5Y5Ub1FI$Sgp3A#)_uYH%G~4sy
z3uO{yCq+J65V12d&s8xxOk+aj<)Aw<=S>c;vf8z(&c`Nr4X?x&eof`Cg$|Sc?fR44
zA+k$m*$z*Mo!`=Um^XxJUQ6A5_Sz-ETg!fC%Pu@B_*d-3Nkccyy5*~OEL76A$WaxU
zxMA(QQ_5nxN0%3QO|@_AU;m|`pg};eW_zRc2bsWE{<Z~-N_T=*aTabAKIs~NPUY*b
ziE(Fak4-zgn(uhs(FJU=HZ5Y$Z=SV`i(DHVDPziCF6uZ%{-O-;#FNj>-HkKe9OBz=
z$@RFeNAc*c>D{#z#ap~80+P7emUQ2lF+Z1m^@W}F#q(ZXd8fPD<^MPD)Wk&de?hwU
zvjwF^4qg{f*G|Y2-<qnwy(CMWM~m@<<@c)S<z?}Lp{dMMW`A|E5Z@_Yw!A7drzGop
z#=6`~cNv8kIE?0K*7v9#ly2Rf!Ct^C#{F&0$#vRkt9zH(p3nAP5?y;iF<r>PRcN~M
z+qkTkdcwlft~8vz&9v&(fs+nl(#z9J{&aB{MSPU`FehW;0iBhm!W$d7`m_=yOk1vT
z73L;>+RI<ITv47eN8939@`+VDOJc5l`1vu>Sh#h^`$rdFN*-9zXW@3@-0{Tp1y+qe
z>K|R15vVg^v0Usl))$L7u4Ov*vHF_W#l-9E`t#Gs_2aYumBCZI<JKFvruniYzn*XE
zx|g~3bH?9k|Ns2@<|5V}Rv6QcGgbBQ>xvFyOMY<0>vGN=?k=s+jY(*0<=1&6+3o
zmS13fu|TD3QlDY^i;nO6TB{9<{~z6v!|9=*7`n19r@Xu}l=1a+B}avc44<<9{mA}t
z{QvL!;$r{mrcZtOIDJz5&(d|PS4``Vf19o8cjZr2X8iMWp1ZI6@x8Iuo+Q0zzSg04
zrN2b>tz1*T_VTCmHoB8e+ImFBKYVQIa^u?5q)-1Nw*9H7ei{EeEC1sDvYU2o9#0bQ
z=W97tt~H<fu%YL)#Mbq9x9m9_G55t|)u{RfF)AnRpPqjCW8eJMK^2<=R>WJL<lcXJ
z*_+f~M}J>;%$xG%rt6=yrM01%XZ@;HzWE&Xy5Yq_E7QUi;WK-_zAO<u%oDt@CR*g>
zZvFMmlX;dJElzooBw5pa?XJtdKATRDf@y!hf3nyA|NQCyedqh0&fnAaG(L4ke0$lv
z<vT0)AAfDJ|Nop>@%!WZvRhU7b?i$HE%XR+i%xv9+=u<#)qBbdrv>g!*q8R<uGzCg
zPp*3w&Ci>A#&y|#t@TQ$*Hp`{nmpI<`pHG@kJewCpQ3KmwRz4Ko@M*gVmQ(n_RN*j
z>gLz$G}=+EU}p3;^zYHPyW{_5ceSrux^#8C^VO7tHy7OY{PS>HK9A9Ir)TG4|MSl0
z^uMfWQeJa9sOfy?=G?0bR(S_5TNQOw>FUXb;9a}U{wOvnE@VG7<>=X@ve~VH@f8VY
z-xY1RcxK0<)%*2zYAffziQ_3>w&v6a`#%OnFYkxlD*soU5+N7+Q2b5Y=_>6gcS*JR
zJc-geLN)>0k9(wjVSc+LUthX<WnPu>-i3P(1|E&SpMJ0)=)14|_4CVh!?o(RncOST
z7Q21K)4TBh{pq!SCth6m%e^(D^Tm+>-Jm<tFAtgDpS{!~+{1J>>z?`rc3t9<wQO#S
zxi0!KFI;yvm6boq;ABU~i{hPn;@6p<+OnJKO<#U|tskHEhZ+Ty-mn|t8ezp}rp7HU
zH4mG3(>g)x)ZqhjL_v3k@ALcnJ80$i2(7rq`y>~xYT{j(albSob=Bg&Z|52$!)ygy
zHgBJBW>>SnlG$o5_J}J++oRU6Vk?LVh`LtT@Y;2g-~RO1@3fWAOk(o3xD{b$Hv3H2
zvHT4|!n-ooh97mC_Hk)xfSY9guL%Xk-vw{II-()9_havOx0k=BXh<{fUD0=O;Z>uu
z)zXFSSA)9#TTI+%9#ologa5<Qufng+Nxo(0EG>2az3WWEWADREymn#lzwhfW&R)n|
z>Q|xq;GMUAGrw)wA0_2?ZMw3ngoBSWvX>mQ^<7?Va;|u(`)R8O3AVbI%$1L<^*hJk
zvSNaZ#evzpaqcI5dz_e7YRJp(;8pb7pI7vK;(5uA0PTn6`|r;)t*txxt+sy7@$=Fp
z*Vj6g>}O`*KTUUHpmokC>HK}~=bX_y#Smv=wAJuToBJb)0BvnQi^q>Nv?Z?p{Mu<;
zANejXQI~zyVqNw{ruOT8oNHKp>hN@n>(>`f&WwFC>(n`oE17Gj3r}?Bak+J}vHN`Q
zF4JuR%&*N1rn$eLD!Ex|-=wPF94~w)ddlDE$XvkMsx(89IXh-U>2}xo&%0JGWPjJG
zb%-%Vgn5^+<LYPExDGs6=xor_eE-_tmwUszB$xT|+DKOV#5%MFREzW;+{w5uxZ;(_
zYsb#~%fI(>8OlahZdi7s$~FCn@|2?vf}4d8$-Y|UnHJ|SusY(J@tTfDDr|2!b-Y6y
zl`h#vhBGs<y#2N3)j8c_R#z+CfLot;ez{sGc=~dOfXb(BGs7oxJgiLrerZ9Odd020
z(8<lw#jf8sm<3FFP@Gn|dsp4%bKO0YSY8IaJn+a})O?Eb?C&-;HXgV4=HI*goSEl(
z-n~t!r|nr=J`0J<b2Zh}x-WWj|CYw_7Pn}|*#&d=bub#AYdxWprN$|tc<x&GcdLaf
z{Qk5FB)+s3dYQ|6!NK6eap_A3JsCw~k29}db3QTp$cmWh+H8k~`}|BSYy>8%h)YQZ
zM8z$1esOY!-DYdPgT*dyY|l)%QEtB@r!6Lax3FLFrpo8nt3EmXmd?F5SHAQ5w2zlQ
z9>~3YT}PTBkK;ggqExS+y|hClzfR8&mS>Z;FS0ly+FI9T>anTj$fLE_%5T2;D?c^T
zxi+Ea{u<G#rHx^1yR)w6ebL^j9NV&K;q56uFSqx--=e&E<LLuY-V#M&&W7n0d%t!u
z^~UkH?dx_6kX*e*>&TwCb)Wc_8?9#e8gMm`IlA4<&WhzD?;MTS=KN_#p1=IOi|yJ&
zeW^X~Z(M!(p}G6=vt%cM^<tfU-xO1?l+C{`^`5c$?77Yg<3p*J?3qmRPS#g89kX7r
zaT1e&iQ2l8Zx?)gbFf?FLC5R`h3DRNN&I%Y5V17tj@v(*z26^RHL9ywmG`e<wb+wa
zZaci5{hck__BrTKrvB8(D_P<f@Bd5KT(4%#9uj7=?MdLxuK_I!ON38-l2KbR*S3U7
z?EbdEq<JydUd}F@x#_z))AW-&qwht91~Y!odOy+JBlZGwqqfD5tLpRSH!hiC!@MZ)
z+}s;yFEbu-6j1!dRrIedK;BxQS9bp<i=`C_CsjT%ESA<wQc&2l=|ymQGsm<|9uE(f
z`ZWcL7fh-BpcSFUCe?PA|6~3B`S~uzA#Bli*Qxm#-aoJ=`c{lN!<z%y7E82u|N6Kj
zwle73yeYP}e}hil6WFQfe`;R*`FNL`(sNc+27Oz%;7#C$m-$QH@ZSAXmGq`pT`s6z
zUfEKay>^*zL|W&8|7(kPOP_EOP<Y^*x|pf=^iy{()7}N04jN&BoT-y1b3Rd+zWVh$
z+on=={>bZ*!Qr*q1|1#~l-QmA?^~p;<+}2ozsQ<JD~|7s2~+b|-2Lsbi~LzBjUF2f
ziJtc_j8k7(Jx}@6$#VAks_xb67He&ADBFH4RZ^QFP4i#f#PWw{q<#d3SqF!|Um)YK
zP^+u;l_SHS0;M%a_*Y70PkFh-U`Nf7z{}Os-kWA|1(Z$d-*7EpZGc<Sl|2gfHw|(k
z4kb?6`1>!@slXCJW7nBtEYh9l0xnGZyQ^NT>le?KOdgS~hu^DAUY}9pdxPWO@xa)K
zPqGiUzG~svDC~afh_yw;+Ue3Sc3Egg&syd1>Vy1h<|m<b%|_o&oMWr${8qRB+!CK@
zUaJ!|79Q)kck!vBlUYu}s)`$DD|#f<=UnS%T@o*>ta)y_-=C6>k5W3lI*K>GR^>N7
z5VAD0ykGj{x1TMq{N!T0+*@z|KH7e;c-8FA152fr6)h;g>Cm)BcfX`-WVXV`1(tON
z0$demXB|ADlB6Tg|3ZAz^lf}OPN71Lj}^E-s6W(oQCaH1HD~!AzOb}nQ3ip&qu<^g
zT<i7i&1~7Y=E@rrt}jSb`MHH<<xcU~C5%x_$~QkxP&a;dq?qltfGpqK)r^}R;@@2`
zlDSnXIqlB96#d85CwlHy?3^{%Kt%Mt*8;`f8(s@ma46(8tem2D_po`(YNnYMA+`rs
zte>Ca;xB(xv_X0j)4sjhn;p9*8bu5L=FT*UX${qy-RT)ASMfzy?QqFIi_L2fFYGAP
z@ODYO%J|o(RqjgN2QFm;8<};>?l(zTG44LV(^mLq)9wc+R~$L6u{wXA<SSFhN!xBu
zG40!M+QW0gtapMpd_J=zr@fvYAUR7}a0knD83oHVpN*R9RK8UToD00TH7hg9`2D;e
zZ-w`tb^mxf{nXa|e~h30@;{#czjMm#g?`@;=_LKxRvu<4T<+NPPVT%Q=NTg=nWHv_
z+>$34XUIR5-DIqE*zwalwsk_Hr3clnUkdA+mFm1gFty-*)%ugodvcR`7~8H?e(jVr
zZF<(z$k=&hrITEP=qk6{!ZS@o4%s<v6_4a^{j=qJ`^r^MofhunHsHJdn`M#X{y#n2
zzrDD4+=Amm$e%uY2IaC!z2vu>L$)$~5}BTFbYs2FfvW9RZJnDLH-0&I;3($>&zaix
zir%Gfd3~lHDEZ~HnbD>o;+oyj`NchgTTFf*VHC9}TmN?VTkCJ<Lw*^rIWa*)^Qa7u
zc2SA(f3vVB%Z_YPijI0I?RLa?>c6b8CpWSWY`^zJ^WB3J)|1#SU4Cfr-n@xrVaL;Q
z9;NSji=Y2Ja!o>T;hF@F=`KbMFIkMfm2CD{v|dhAVq2W0Vj45YH#2s1Sx2t+cLo8;
z0bS1>Z$$WsHXjUrUm)YCk!+SBp+4#4>f%3J1Im_oT-e<bBY%^ZTakCh|5t}wkM)Ir
zxAHlj?4_7=B|RZVAc#r&)h~vY-9kK4s(~-Rsh&%p6aPip`%d~-<Dh=^S*me&ul)Hu
zZHIr`%M)u-4ZbHA@-E?&+jB(qzWnqZ9Q^u)5f?Tc*?Wv_8JFHi*Nka9++_}_-ur#D
zJfX9jwcR_0H)V!=qXCPj+{Po%Yu0Z$!f?*>0F%Px6F(QvGjG`Urpl7T-|c|+DaSX=
z+I&|I+~IQKRr{%=wO+X9{gX+|FD3>DG+bLE#eXnEB4_JjZ>5A;7fYY9yD9|9o_oZ8
zvhqBO>MQ1ALB`}?NjqBZ?r2Eem$=}ud$iiQ_u|G)B6*DqgOqPP2}t;MvMM9MT_y4C
zzK^fIZe4Q1zA1O%M#1x3p3`yzxn*}GYsjZZ|EM)>OioiW)_vQ5AgC+l(DsJfE7z+T
z_PGXZQ~R{RQLTnM>iLc{=RfFLytld2Y@2sRK+f1;R!2VL?DE$=QJ*(3-jWf?ICx1Y
z%Q5!Uc8lcGpJpsCuIYXy`{cIyuJ4oW^ltO{``u%<sB}8|*<MF|{e+)?pFFAcIVWgY
zSw3&hvZB4c)oU(kpBBnG6V0!C&(5IYntaGK1Ev#~oKFey)n%!cy^3imoR~LVRp!;U
z3)57WNVR-Q3!kR?g{4B9XH^p497masm`JCY#;$KC`D}7ty+PJ4ZiV$vr}uq7cI%t;
zUSI2^r_IUMXwfS)L;FpPQ|7v-L1&J<@y+sz{+oDn?u;8X898dklH82(n<M7+O^;J6
zI;K!u;<{<gHLk2kHXkF2DBtxf^KMKy%`Pc)^{hMRhent878z%9%CeK)n?5{p&<F_q
z_rZuS;*bm5zAUS)HhWZZ%5QpI$P!jex!R$qaK7hTtBy&di|XQA@2__RJ7$%?|94tb
zIU|8>vbI8LiruNKM-5w(_Wav0&Eewd^<Dc6)Tg=fUdsQ*cg1=~v8_W(D0ip|A1_NA
z!~Dye?Bq7xUh?-xu98Erna6zHrG*dW9RC)(o&GDNS$O!Hi~G5^*(K|yuZp*4s(Mho
zkmrw4k^ek~Z`;*AH~w9=x`X#l#@DSmQZg@#1WwM2<$H2x|Blm*{nJhN*Tqe5zIAqe
zuJ!rP1?^oIxvGTXcz;hYI-_l|!Li=rkmb%j8O%preCsV%mTkH$ueTzL$!X&gMK$4*
z(<U!mdb|94yYr!p=hq*a{(X4h;-777g(`O^Tz!*rZOK9B&~1IC4_d6=)F$Q1FR8WJ
z=6L7R=ZU<Jvg~VhW|Zx5|FX(xl7P$lH1%D!RYyZb^!wvnQx=~65c+<t9P`5&AFj%r
zxyk%+^~J|*#}9@7S<uS)T%q`(w$iNjhpUf1E2xNn&R^s6qpK@*CS#EH?uwb=o~wlA
z1ov6#ZunSxU-q^-vrEfq*?Bwy#(n;5C$xTTmQW~dnC9{R*OM>R`%E9_Kc3#F|2He9
zO|6!zc;SK1VH{~pkNI1&q~jEd#Fy}}i0JYg&un=6q-8nh_L%BRJ9jBxWKVp!&ZRvi
z+5gd>xAz?bC3GbC4><>~UbU)new4cEjc?`mZ7;>m%S^ug=fW?~-Dj(Pei$q~{D|9T
z*@ia`T$`I~mbM>BX|XsmF=FYGfYVEgL*=x8I_kAH=x7%&^w_qsZ~Jwft}`d+O_*(w
zH+M&C$L9vGvi=>Hbr*Eb=F)LKyfSERr)$TC;95OjM=N$lX3YgDRa}A62ZTPD1#zld
zdi`bVc<@xjr?AE3sl%=B0U-<`FaBO`d8j6;Xr9_$`Yuw}^3u9L1+r6x4o}#sv&HXq
zH>Y%<jP=A7XL+0yEh?mvrJptzewN(uKqzF3Q{n*+E|-k{2_mjZzXNzh(kGl~OzC4e
zTQ*DMVV7;%zl#pKf(;#ig!scPxE&A4v)tx9bCr*W=c<vogW-!Qo(XB}R;{Ppwks~`
zE?C6BbmRBpD^084&;NEsZU27<N4qz#f8NTS_Bl^&SN??4r)GNX`C90w>$K`(`;`1Q
z;&+dU=X!3k*_^rYz;VSg={1(d(oLUyHU;ubby0qo6DPHBnNHROhSq)Ud)oRV7rbYF
zFz5Vixr`GNOOBcdw9SxA*!J(yx&BlArw+wwOLnR3PIqWu^Wyo(JPVgJCWraWTLqeO
z@9MQ}?l0We@zOA4m-2_@H}`$Gdqe8<u_^qLk(Id{eAPo7Qp(hN>UkSWCsri8UEHIY
zm2)NP;6-j1HW^;2D=Z32cjr%kJH6BO=3Dk&-ARHh+{JP10XgqoQ{H@Qh+F<F$o;6T
z?}SYSoU?5wT9!{gc~prx;c=tL$(FA2XER;BByuk#o_Me};mzts!6#b&Hs{*QP83G1
zzBK<(yZrRE<>?RK?_73{|E;x^L4wucUuzqLvr{*79jysFZ8xcRf)wM#TMl#F8Wx66
zkV<9v+|RhAe|k^KX~}yhL+p}5ndY!<bn9|gTTwNeyYqpWj_bu=J)yrN931+VZuF3d
zay)I_zt_Vd{t#o)5r>_3C%U{n-65+meGyk?+pfq^-V&R+UveZ@1%xywhB-~BDHjc0
z#48(n^74|5r+ceDvber|wD+P!O5jri-QP<-n)4>kToM2N=(1f`t4<!8%Hg-1{p^aM
zfVql!(K~K)S!iUYIW_0}Qay3|+|9jPyVZY3J?^jw$zQPJW7__togPm-U&j77-kUxx
z{h#dCy`DL9mkCt~BuKBjEyiGaO1)<rqw>6$m))nHjQQzS8^bkUP3Mc*kDFH%re@Cn
znP9=TY@^)tZ5hp-;vva7b*-|uZ!C3>K3H<>^V%swSLBvoKepX&N#e6r3%=$`sj(h8
z)h$(h^wQt5c<H4s9&?(Wbc%$iZ}ighP%t$5mAdAXh<c3C=A(wnN22&&RJyG1p7>z?
z#dqF6Ht&ABFXdU8MVsU9^(Qq?9O>PAhT&FOeA1tc^!3HI2i9eLH~pl|E_>k5uhPS=
zoYBv3*NUpM3hXKty8Z67`qZYZ9|zy=D|uM!zI**D*#q-cH$QkCA7%7fTdFh9Yo6-n
zIr0BqOo~j76Z`jL!lcOX%`4S*9eVQb>K|{_%{H@NMH-#nymFrE<~#hck94p6-eIq7
zsp5Vm$Mx7huEye{k|*wF*WG-jwc72-u7_C%&);h@@0(@0MLGVfOmFP_e`(pfR)4g+
zIGN>SgIe7*340HLCE<dz+E$Acb1pxV>@kz++O%%%b;XWfB?=n3??#<*mpVUR``P9g
z8DD>SBcD6wOExadcVb#3`~23^uu}KG>cR{HoA$K*-ygW|)ye<=e|-wIa(KNy|M~y^
z*!ts#RAS~?vd&!WR+XAKNl0eZ<X7F?lh3?qKl89Qef^8ahgAOVjQyO~>RIxk2{e>*
zr}Xn#4#Ui_bNnsa3{EP^NObPoWZ=19`^d}Z+Dn#i2<r?nHsaV`^L=;f{=V3wI&-AM
z6H5=3+`kp7$rJid`{?STZ9<Ft_U*3_y?)K#TztLM?#kXte}Yx{4qnz}Q0o*hXscg-
zAo01|pK2}{HeS_m>zC_w3nFg$)$^^s`mN(!?yf(lT$m?E98`<z;8g52`goFacCPEy
zlE7nsd1T)vY|ZdGP`hVS@ocuA)2$oNl;&x-)Et?6yQs{l`g?mx-tCvqp82mocvpGm
z%R6Q#*fUS2YBrX3uYGwi%(dCs{*G0GV<+otHQASUmQC;H`D0y{r##D};X=&Sow+IR
zO<L#PKH>auLHOtF#l^ETm@DV+`S;@H)J=Yc4Hy1x3;K7<@y)S42{(40O|MzH!$ct8
zldU0B`?S;FhQ`wjYdI%gKH$FF>7%|x#L3HZ7klOFPd_rXLfUyZ7vJo=+YU8`m$a;Y
zv|mY@GfevGkrRGR!2(4Q3k4!nUT-?FY4XW(>CS>c-+7TY@~lLJ^zCm*y-$?o(YC7k
zt@3fxbCr|z$5mdQvNHCXZND}BclcwTs>|~`jDMUs%XjwnL!P<i4e$DlC6b;g@fvM=
z-(fr@ZduAjjn~bmRJEKWT%ycVj&yH1=N_Y1xV$Clvvy9=>_bJJfqP&4E$Y0z=-Kt1
zMV%=-o?pmo|MTp~(zo|~-US5cO`P<%-QbYL1t-~zUy(h_N~Ip^9>^7%<Gt&eiUT8a
zj_m~T$VW~&y{aysH#fYw;q)?0<XwvNJtlE>S9v3AYu(qgE9!51@7TJtPpGdgsdH{~
z`J$xGxbDc-U3;#FCA!RClGUa9>r%&dQST{?l6y}%#?>Ykt8*AE*$|P`;Hl;vxMYuT
zu#RA{iAYvw5ZjrOf7g;a1MgTB-&zv6Wk$MK%Ho!<!mQ1vYf}9!Z)^4JIFT^R^{HOb
zw(Y4;zP|Vud21_+f9C01Utg!KW4S51<MCO)Cp(0WaB>w_nePy?&fEEM-|hs(gbkJs
zVwdzBf6v}2)F*p{zlt|pNkhI)I{eV)g0+{o|Jk<TLTOCro3%>bYL2~=JS$m`W?kMI
z(;2ku`sG=(PXGRu72h80+V^uJZ=rt4a@QhffisJ1ud^IfNw=LOdiUAp$*zfpo&pCI
zX6Wz#{O!=zZHtb{*llT@sCaGHf|<4E`n%ufAKSfSqPqlRGtabZZ*`6x=HI1pN1N%{
z{)XO$R*$1IIc_*V>~@^BZI0QFR9(Ai)vvSpOv4NFm0xkSEH?PGIQq<+v-6J?=6?;i
zn||H1L1#X%*hPkEQlhOM-yh%0d+upEt=e0-LU~&9r3+lLQpe9|EV}l`>b^&@ilm<2
zlY6g(`Tg2eHH6F`PZtPC{kFjC#NOV91>8HgN6P)YQ8YV#`DLZm|2+=Oys_js)43_(
z|9LEK$DeQ5e4I&6wBQ@dw)6ut%T`#k&e=KPO1wb9x=L2j{PL1%^FQ(xFhBNxxApxS
z4v$iUsUPQTKAhRD&@E9vXU7Z62C>Uu-q;08)KxBOxF<e^KPQJZ!fjDR)7Iqj&63gV
z%U!oVEY;YV@F(n9(%Cu<{%dXF(t;vOe)O*Ju3f_rtEIHq)NF3yqxT1vIQ`|3z88E}
zg(u5$zM^QHWU=(-T_KaQO0Ndl&tA=$@004OCoDO~=5jf2*=*jP+CvFvtVDYX=JE(@
z8z@Jwb*u!5uK+(hdV>6^b6`YyKJ`~Sr1N@uopeO>HlU$s{AI!b<NT<yQ)pjboX
z*)@y~e>!_EEvPyF+|7LA%i=;ww{=`oAN^y>-OzD)VHL;P@-6l4LCV3$edZsT;qWAI
zR(y`|u3w5Fg14Tuu9au@{nNAD|H*+Ds_YG3*W>#-0$v92m`^M+-FmU_<?^^>DRbj6
zxrllf*SXCscVez?w2Z4?(q6hdyuRg;asLYYN0U_-|5DD_As>-{{+IIOsk?vfIb?GF
z?w|R0&UUZJUiZh0C1lz2ym|FU^5*S5{J;F&v*4>7uY?2R;+9n|Gq4qWs=nxt%arSl
zf4K#pX2x}Yy5D%~t>>qFMef_4H^1#{xK*pUaJJr-y{oI`%DH}OPXD+ge@WT#*e}-R
zzc*Z4xwMRZ?uWhUGZ$QGD_lN}(b2l}ct6j@iZ5+XPsA2&fABZKifQufnu<H!;uDh(
z|62C9T%r8D>t=;{I_EMa4}D1~e5T%Qe7EuFO3_~blfuhc?`_-8X0E^TpPaYm|F=Oi
zORYa%@Nf%0yN>gW=K@Bv-?uw%`+R&<vhLUJjTyU2U7B+ipNzj1vE$5?UCVy$erfk`
z^#(OQC3O#b#=8epqYDnd+556&->=;r9r6_`e(l~S*!1eX)}FP$ssmo_O%ZxpaQVx}
zcOq))r`oI+-c=BZUU&5Ma^YtNX<ge+H@O@*o<E&U@B9R}&!JcEznt!>kaWlD0gE1g
zWk5KeW%j-g70LDKriWX&F8*}q>zTwB^<mLZo6Vd))7BcQ8RVV!vpuyd;n32CTf45W
z-Pt(paOVEY#+65V*BV>A+j0Km&LuX1D&JKnT8E$cz;RpU%-a`Ns>+$$gZUnRIcT_R
z<A&@5?JNB3Rn&s!u=8zmy=Eumap-fS^Pi7S3D&F^1+%-ArZ}HJ^YX(np`&KbhhH(S
zd@1wglFtNL?Pj&x%ht2roc)PAZbqj%OP9^&TlXw^et2)#cxdyahoKc~t$qA2g^6T;
ztn~_<BA7YR?P~M(PA0#)J-RFlkBV&n&QbWXqVA_@(br`Sr6=SzXa)pXbQJ_^^sHo=
z?Zo+Kqy8-skL&rlTq$$om)_X!8vXp-)OX&Cjy+QguGV)8Uw>bC*Pdf*{HqV?)~*W<
zI4*vvEUcbw&FvE!`hO&wE=e~Z)ML3Z>DcqrXBCW>tkYk2zun$ez4kccN(Gh7H3x5I
zH*AUYo*BjbKB@1RPb2ekpU1wQ?i)kf<=u+XM5?c;N{DTHzsJr&P^{@9Tjfpbo(t*S
z0)?A}5)Q9!bxE9}YjKH1xZPoz@?W{{HLK1kZu~X(@X`f!Gq)UBduOe=>bi~PySQ%a
z9IXm&S}T+lW3l&)<*m)-(<*O%=$5<Y#I13+Hsq33>^9kVC+hBtvKFrF?XA6MCT@Rx
zRaN1h=*s72WtGCqJC+$_n-rQ}HC8IV|LCFr<8ywMpQpzr2!2=km&&8TCC74F%P{zW
zLQwjGvi!?4ikZXICCt|v>jZv3oVY1&=RMIV|Dw~bM;%0s0`^^v<+-xfjy2)pB&LVY
z%Q$V1EeOpzpu}}UnD?2<fyTN2Jv4%XrI+4o_MCHb?je_VQ#AiN#!cV6S9&tjyL_(4
zQJbbNC_E6)_91ZMil=N&@wIJ=Au---v=oZ%pDN6iZw&3KW>ebSeR$2;xWfxsjW_R|
zGQ)KCfi|s!Uip?UPMn?|efYsYe(Ps_Dhk@0R_;|kxK>Pq^{8%e0Pn=<O;JbH|19>%
zmr5*2%-VnczSW+qUiX_XebaV+u+1q<P)qsy*Ey-#72oH|XHI*;BciAs5!an4KVdGv
zL|stj#0{6MYoFXW!>{mCq4p%J`yLaqld?W{uBtC<>^sBfs-^ZzV@rADnSI&p6{)&6
zzE8H+ITil->A_j?j%N+lNgT5eSbw<w_bdIaZ!C^3dHPeuvdng2xmPRi!P#d5;}*IE
zu-*H9uxS2E=FoeO4}SZ$^tQ`+!&jGXlvu9M>Tz5>jp0U$W9CEwVeT1Ud4&XxCQrXO
zo%@yr+ogz*<uC3mT+IC2OX)wal=s4D(YO0fD0Ebd$~23#%}HFb*RwHiMw_Ag^B0y!
zQogbC#qgAItX}y>cE%3V364JOeTyG1?#MXweX6NTUui<LRs5a&tC~Iu0u%c_FZ{dl
z`l54hYlIcH6}xd6ZJJ!1x2osDFK$C&t{=+|3bBTLJaK2D342^7x0be$^vvyh9iRF4
z^DSMbtWc7XfBNCeEtez<cP_cPEOgE7*GDo+q!vovQCXaBRj&DWmRPvOk98IKoO2%C
zd)*>n*0}T0-<@;i-PJ39%ACoo3s4CVOFZz^{NmaK#_63d;%-bcYwj3FHJumv8+6n~
z!Q*r2!~+NZcsMNGV=Gi)cjUT*P^`#zYhlhc=YDzT=sc{J>YF5yabKQu4zqX1n#Iqw
zl^atpOufB-+xvNUYS@>QEIX^Q%In#LhoL7$&shhQ&N4Wx8?v$D#gp%wJU||}syq49
z>o?yd8lDHPIWQxa;pXa_YEzy~Tf6ba!RF_DZc1{S9~|I{zF2g>>)GU*S*MmPU(g=s
z!<c;UkDufJ#m3b$!k(Fy#P6K_aO>WeYP+qs>=9&L^mG?nw6~}ai|X5Oj|)*(uXAul
zS#P@R>YniB)xz4llNrC}^Azno*5GPe^!*KQ!@sw#{Kt4!P0T8LeU^D*;2nin`P`5&
zRolgtF4JC3Xji%;HT^xugxB>3_t{gUPYW`)1}b?zj4er+^x%N!x?|T@wXA;d;Pp+T
znuRM^9<RB@u4n#hqtrT;8vd_$-`GvvvGZ{hU&%){ox}taCYhiqS{;`2y4N`FT7U9+
z&dW&|yAR%NU%=qBAY1smm1#OVJKI$L*iVOx6l?P~td80ryE||9;>m2coi?aHsCpE^
z=6twpu|wVGqW=4B25YCySE!%Wush~tMdF3~#ar2Se9q9?_*>THWDqCM;RG&8fio(Z
zAM6^+UbSq?Smtb~-Z4Swy#7O#=DRPp)|USWS@nmrhH(m8-dWG+PUD+R`L!VjdmK__
z^A_tiPM?vQ@XjIi=@QS`g-6?eX19KSlKxnH$4v?CyU)*L`rH4Wy^8I``BjPe6IWhU
zG%k2jGVP+-D{;*)0@{`C+vf0=2D^RYTDU&qxy~!Lj^G3hmyfsRMJ*~!EOOX#Rax^F
z=c_719Vfkm_eEUl@5M1Kx_jH(;Zs%jCST=AT$2s>&M)w+zczc7$3k~m7MG*qyLTk=
zsXi@SAl}@&EV0jjeW%njmQ0fa2cz!2Ue#v#$$#RXPTt}txx&}X9Wxic<=^{x{#^t0
zQ-`>BeKwuex`em*n}tQAX!Y?n%bO=1ing~|?ln1YwX$_7-!o?EsxLW_?t6R-b)U?d
z{5!n3(z!osPfG1?i`8+boMUcXc%0CCo9p)s^+mJSeS74U6Sntg;hrT6-6M1rnHKF`
zmgKX$^JdKP=v(6X3){|Y?Yu7>ns)MC(U~1N>vA*W=Qv8tUJ-t+`IYL5$XyS&TDR6c
zTmQ=4N>R>om*$)u@|q2LSz3QrzV)!KYrb2yWbI@Lm2cC^mP9CKN*>g{HL>W9?p+^0
z?bIm`s^{lx9T9Y_)?6YMzFse=&)Z2ML*ex`2ltI3tN*+3YA@<j&uDbny}Rz=_6<2f
z96hWT*PL(lII>M-%9+NF`$}08N}AaxEi*N8-aWI4QI=s{=TfT$tOq22SuB&0j_jYW
z!M{^5f0;!1H0_^fZBMvm>PUAS+Sw79c26`op!(3Y14lbWI4sr8ToWA6mAp>Y&1x~N
z+VtSvCbwQ~=>o=k+afYU+!R<vEoQ}Ud#=AOh_6V=cyf{S_GkJ{EeD?n3eJhK=!ob@
zn=|8ieqN7@sQfH`m-*k<zV5s7JKfFWsx`;6ncP2e@7=okd)C|KFT}Rjopijp^tHRR
z(ihgHtHP?;`Bv^Wy>-T^pZTR<#Lo2&TOC&AY!4~W%bCTuQCe^5Qe&eWjyx`vG$%%(
z;J9E#c3xM3HR*mj=X74Rq|FIw5L<CdpsU8?!U|{G3AZmVzYulU#QCWDv9AXl%beyr
zUXIwLu=cm@zl3B@Psc;K=bxQ7+H%(Kry66`H0`9X%NAVHxTI{Ge90#1hTH5b>31&L
zDKMRQ;x5FvhJB{7s8`m-r(O5L*OpDmx*ID0g{SS+<$rAU`8&_#udX-MI3Btnuy*#|
zSr$JuUo4yZ=+va&l4T+dg*VfU`Zt?%ZeY3iAgy}y(ZX3aIqZ*HA6KNzmR}-#*Z**S
zy~p8VzD-SM9&Det@0;%rU9l(ox$AbbzN#~>iT=#GN%x1CCbQL*BTQzy&piEmPM-6A
z6~i0B54mrbOuGN}#YFaaA!U;lEWA}ur0Z4NTJ_xeSvo&WVe6KwOzD2OKKaGO<Nk}z
z1a9OLw2f+E__vKubQh~_la4{N+)svU=bihHeT#b$_~^kQv6>~)ks-cXO1rHWcx2Bx
zeks4Pe-W43l+v6#t3|?Y#2tT`e#o8qN>=!fjAe|vKFY>=Yn%J`qzfE&Zx)t3uCEin
zcK)H|Yi^y-eyA*e_of)z)#vZ{<$GDnCoFw+e5-YbdE~vE>kEU*mbh&@*LQZ)laSYU
z{&fA5-dgYF_$y_@-<hsLDZ=ljtM;E-)%vuxsm8T<-T9Ms)d%<3$$nD!&wr^Ub4P4s
zQ6cwUO9qw`_jaD*{g9=o$7L8Ada%}Asc>qqzwPGFZy#$kYNo&OkkIOL+%LQ4{(Ud$
zZMVfwg?|0L_-Ad|!Z+b>@9(_u&8afv?>}v^Qy+i*En659w%<NZW9ts)#lQZFuM=re
zFQ4AEVE6NBr{ezBZ4QwO*k2zM{wHls(<>3yGdFi^z9pU@I?waBYJ}_iKR4%Xva;L2
zb^dxo_g(JQ3z$O74`{9MaCB0ByDs9W>y9I0VS=T>6%1j5Vy(Z7H+Jo;p6f63@mq7x
zE|IJIEKkn7^JGEI{@1SpH(3|#U)}E6_H<c`dD+(ku_3lrcV(~6U3{eS_0exK{>Cdg
zZ@Hc}`6}_J$<x;T!=<!f{<;ed4pX?C&#AE$E?e2I@p#4TOoN=5pC!sm>wkVMiwx$M
z)jE6D`u3H@RfSwe^MfzU{`%pQRQR9wf<EUy-#Pb8dd3{bkn2aQ8n?eZ%_VtL{=m~a
ziRElxr|g?~+VgM1e@4CM6WB`y=Ud+qe_t>=clEzjvgeGW|1XezcWqnf@;b?E*QUHZ
zrYARieO7y?`;}7W$6YG17kuX)Vf*mB%XN0`Y9)>go`2b^;xyvZRi;1nxUUtp>G@7E
zyYydmwX09?bKk1Ast;VXoAu?!Eqdp^uNA5iUAx4&cJ+i*v7qxc#;Z#f<X=6pUS`Xt
zSKr#RXB$l4_A6{-<Uz5n1|wHCtI1bcS2a#Mcm8GcQttCQ)m}Hf3k??^*kiX$=k)R5
zt&fe@J-(MAysoY$<~d`**YYE!dTy)#w;VXP^69CUox9$he|jNAy{0ImXx}7f<us<R
z3BB1~cGH}VOJ+5e?w0yK`LiyMfRyID+_~W^IWL=(9QP{>e3X&CluPei=aics&#KbY
z*KG7<e(Df3ZRYDoW;6WwtJ#h|305#(rOEoIq9R=;AlTdQZC6mm0`NfQgVXw#wy%i)
zcia0zmWIwTKOx1d!ZI^fSl)PaesA>Z{EI<bot`-SG<we2l#$}Nv&ge`+vVBYJN9`@
z{8z8`O@2qx`5XTi-q_E+P+ssi`{m3}@gJ>|{yWDnjen>7Nu=q<e`9~edgpnEl#~9)
z&se@-!Bb=ZgRzFMWA=o<sn>Y_t>pi{M!)YLHnLpdTyf*XpQqdW%tE6@mz{Z)JF(b4
zRQvqBWjwPb7IH7L4t}N*Q&v+D-*uqR(U)yUoJ#YAp6^SQOcEw0Sboshv_UYJL*w%P
z_%o9NcxIhab9*r>wz9B%zpTbxmNsR7Tb=onn0>{H-z<LOdREwGThxNE+ZFTYiJv^C
z_vpp(oik3<&1p`#UD)^chWnPROFJ#xKT2Jy4*lL$+_Cew@FST;=g%Ltv`JL#E1vST
zi0kZ;LOwy>dsFtO&r#;dijjHF(Illh`GmMY$zfNw<3BCj-<!Q%@v!;-Gu|()4~{Lc
zw>lS?<mzqx(rwOR;qJayrxw=jJN0Axt5X_kHH+6>`EOU6dM^A}%YVn%n{V@V%P&q1
zKi)Eb*QI~P7p88#JmbUJKPIcT@UEU=Bi^p#<?)8APHL;%zNz!m)>I@#E#>CODqf(+
zFK}f`+WAlx)4B^nQ|@cc@%&u*OUceTAX@M3oQ>z?B?PZTZFiczTi{Ab#5tiWCFYA~
z#O=~{Tw8Z-OV;lGuUl2D@0|IsvO=+-$@lfy1uxW>m=~wYZMJCE)nip%DWoPMk>R7h
zPj1!eId419YTPRNZq6+gu>Xz7cGlS!r4|?@KX}Bx>V8I#T-IZMrN?P~dFi?(8Rys5
zp1EXx^x=z{2?rlPy4F#A^m41~5`P<uU~Nb7=aTzdeAY(3yS^*dyl{5m=JoBfuYb~5
zm}GIQ<Wb$q*XMigq`SR~pFPpK=kM{*-9J0`+kY%q_l@t|FZ`iU`QN?CnHB7RYGtn9
zePU>ObN|v+*RGo0e0|M2+TJ8KYI5wGuH>ErzpthIPhOqHd-*v_e!KOP%1@I0Cq5tP
zEsJ9RyvgSLqb-kr_Q@KZRlZpoIqycZf!5U{b8N1-g|Odx<`=Xpwx!kgoO^y<V!BeI
zwZqmh%dJ+cnSb#meOk`(bS+zK<3yjfO&7ehzPRpOR9gIMqpGosP#X93eCPXa>zrOL
zmEYC9%AI{TlXBbHG`*GY3KZ^~RsH(eH1_QspU1bJy}h#ddCA>xS#qK`*E<%u$vE<!
zSm7x7O+w<ZZ2qSo6K-w@y>@h4lm8#j^vnY)yfY65%BY^$vD;@$sh(>pQ}fD=clSgs
z=Ln8?_2JY^)ARCKi+0-@cYN>NE*`<W=v=wVigUJ)j&8A^aUkvZ`Zu0MStT!)%@K6f
z<v!GTvs&luRVJPXtjoe97q+P@NGy6W_xxx7IZZDQICz~pdexT2PWX-7ua=3ojwyA&
z)@bU;vb37gwPuOaGnS-CgAI2szkYjV+0Dm_VJn!UR~99&3Q6;~ezdzyaMR9*78R32
z3~km_zI2_x*w%8ftm~0V8J#EE47JBSMC}xl)nBkq_BU^_`*I-q@qvBujSo+mINpns
zc-f(1*VnLn(#Hz@@J7?{%<$jO*$%ynTk%km<M$u2aF#=QtFC-F&vGa$n_<fSLq`Or
zr&Z2d-l@2~ZkEK)1)Yw%^Y@=P!ol}PN|@Q@e@ExVt>s51%om*gwxfH#jN38S6?Gm*
zT8mc(icQS<_pHPF?Sg*K{Y>%Y*(Oz-YxXjh_?P^?`SOR%TMMN%Ude(tS4h7u`WaY$
z|BcEISvTLr$-HLMN+VNFf0yZuvkJ;o%F%0cVZLZ3?bN%OWr?c&nsDau(A&}fet160
z?f#q5F;m4zwdQrFeflH;>kMY|`XeeYk6)jhZhuXk{r$;<o7-MbZZ0q9i_?8SJ^%jo
z8y|G$l~{&0eV;r(*!rY(*vr{j>K`R!=go38KKw3T;J4G|2d6uQbnA82xfEFjGF5Tf
zwrLnvJ>B9uWx<|)C+GMQp%-CiWM}wt@}1wPF=cILr;w73&lHIjr(zZPcLs=d^qYT>
zGvA;mRR5{ir87Z%??jElJukl9?GP$`5&!(VY{skkCqJEM36MIOzG;uR?c}HbZ?asl
zy3#-K#k>Vy_!*bhhe;g}o?^CoX<3u`w@F!LSF>(59MMyr+qUSD?v7{E4R;<{zTjy=
zU#&&r0$Y)F&9)mqPCK@s<aWnx)-LvlMwM3m9om~;TsooK<F3^=E6XGJsL+yC_3U!l
z8S!hh54IRyUC*hs_CknDs)cv(g+$5Z_mO$;rgsGvX2giUw|!_|$`!jV;)CWi#UHYq
zy-U}8-u%69|JM48p#ie~rtE*s=DaLfvUQC-Q>UAx|8=$dM?Cy?@V`*+k66*Ub?2t;
zfGMdr`d2RXH2?U!T$1Z#cH#7e_Kka%85K!fs=du~*CXyR``^giHaX|G-5bwda6XY;
z8uski+8qxor%YHl;c;R5mHTq`O|f&F1<&MK%}>~R=2pbEZfUPmq3`F^-gY~0yzpM!
zjq5iYg$iXV&!=!|=(b27{Vl?O)%<L8g&b4My@{+dE-_DM`=Yfcda>7>O|?BG3SUpw
zGhR9Bxb(?(-G|~we=h%S++Hd7JAG?u{_4MPOJ%1C?u_30^(p7SYgw;LgT%iIUcFXo
zvh3@*DZzJbR<BL}9d$nIb;9@Km%gmo_HRel>(ac9d^ayUpZWPx(a!eB@5+wPA3m;#
z{kMFEs%5n2=fA2J50c{8&Yhe0Tlj18{5^RGY@eN*BJz{1eA$u{H{3R5Yics@X;j}k
zU+-D6C9{jgG{IE~;;#bw&is_rROCHz(rSvbWM;nB<Z_9XFFdclOS77yFlGC!5(lN3
zJWpM;pQ*gQ`@t{dYKl_#gTIbyylLfChU>N5+Ss+28Rg%*_Qd+E|CAc7qvbef?gj;K
z-aP3~JyYI)P5;<)%!d2?iu2~0wJhFIm5UuhBxiW7dG@&B{F{sN$=u5?NSK99Kc)7*
zX337n^ESGtS(a>_RT6G)xAojyrp~#u&ab>VGwX9>dBY>U-_HY5<0RNOPBc@w;r{LB
z1=e!+j}P9i;*Ff!RNi0jn;QJAecjsX#S12`ZTeQZ{rAI;jrqJ$DeL<mF|m~_Y>|1m
z^KmrOjb_Q;vS+z{{)WypEKV)WSd{N@Ks@}kkIVdNtsHaguE{7AoGI&-)SI^>>BHJH
z??q--{x+HLKd1M`)2{t%LtcvOygnpr#iq=e%yaOINZLLhIr**z4tXB&t@E42zG$B6
zIT#uBWKp|G{p_td|Nfr+`<d@RVR3zvF#oLId&_rs-*r&Z`g!B+iFL+5ay?Fbe_PA_
z;^{=y_sesbGo`I3D$l!-an`}Z!zbjt*;Ylxi)KYPo`i9pE8O$+3Gd8?i?R*9KjvlB
z2p&54RP|kE&0Sp;lWm(r4qw)}AnkeYCJXC{I3vY{+>tjl^`0k+h`$Oq>t*8B-8oC(
z*PqSXmkYcSooHDZ<z6<WxHax}W%l8MNnF+^T8qsNRG&S#Zk^ODZ>L2WT7S+oYDOeX
z@4ph7nDl&s;j*ubJ69;ZV!d>*|LTbycQY~{9Q7={$D$Xt_3UL;?d)&6B=(xgGZw$H
zJi)q<_p;>VxsxC1Nl&=W^!oCR_ST2OGa{#)&2p&j*wS-P?7r~Kj%9KuIBPV|ymV%m
zGHZu&u$fmj^C82vzZ(v}oRO~-`qk4k+v3;eTo$pWX97vOXZns#SeA3;n9tn5jWYw3
zMJ@AU3blEzAKs;Xa>neh3dZY=-o+j~s*x8deMLI^X@|$&Nc#}^+rdeC$Mds$w>935
z;ap!PbF^cD&&EqfG%ucAU(CAb+|wH;Y|h<tK72)F{@PDJd8_ubDF|6t1)4psNSOWJ
zPXF37do}xo+%hNAXE%AM=e}4u|K_p<U)z&hHtzcFasRSf#hWVL&vx1e>$&!;^01oU
z_~Ll^Cd>15)gRBgygr0qP+ZSpGvVvE*2eaI(V8;b)hw2Ojy&zY<hSN2#XZ%P-O+cG
z7T-0Do%ztFLRj<etcP#7la@J4o-?w3Kl!1|gjtVxo}Z4o!*{MeyDm4y!v9{+o0U0J
zBoDkcn&VjE+V=UxdKnel^52KIzI9qYVd4y>GyM;p6FpYlpPc!b@oK?(p64rAnO}PD
zFZyOYr}W{}1Ezk@jpi^*KknG1Qz^#3=*0g0D@rFH6s+03w8Z)Kvbj|*SyuM~`ZXHY
zvaxoi1n*m-FmX|Bzyyzd%f82Nd!XI8Ph;}eM@=pdm3X7fCCeSzv^=IS?KrVjw9_lv
ze%_AU_lA}`?Q*$3@%D&>>pZVgmdX8aLP%zpu&&RF&(8ZbKdf6+rO}w!P}cbU*4^5d
zsUH>|?~6}a%p&)&fwTM5)6VyEAN{G6-Lv!3;#AoW^MYpF?+JJ;Tu`T=<MvzsP^0Me
z1EO5*8>AE$u<i(PR`lC{jyZ3^V-JyF?+2`jmK|>{XubJ$wPW95Et|=4B0SDro14yE
z;n=CR_r#RNHnZYVoc>oA*7e@24ovnGb<_(?aC847V!fAtx%kB8548Hiw?ACQ@qL$n
z)x|fxtCM)QZ(DqQ!WSi_V>wI3?-s7)3A(#+i}}Ni>6f~Xs4jPE@r_9RcKTAc&ZEbr
zQx?8;+w}A}^X2XohmQMw?>4L|ZgKnD<C$0$$ne@uZSRSK)Bl!!QJRyYF;#M^CfmNL
zMPFE7x-Qk%z7cck_jAjMNzZTZR$nQ4-O8R#ajMyejUTv$TKP3B1(kIlvTd6m7ZUMt
z`Lzi9u21fawx^E!&AvOi>eIA*KmAKu$3vKR7QS?KDfcL>3Ostb`}o0kS8Pw_A29p1
z;m<b3rJrBACL1`s*7wn8x})vJb9M8q6PtIL?OidYNZ)+oVaxX2>I-*1HqToy@#MaT
zpAYfueklK9p2&>DTkdSvI=XuOj_bCWE~aXZvb8f-#JrjL&a?4^PTnCWr+KBEY}1&_
zub25py)WKVEp+W`(>u>uTQ}Go`CjUONc~UX-N_Y^^`76C1WmiL@}r!c)$z>Bt#kS}
zy9j(bdFIf=YX+S!<2gN&HlDlkltF&7)^h$FJxiq%FVg;nx=iq85SNMfVaUr|n*ZjO
z<IM;6_1UI`@ITj5;$SVi%=+*Y!>W*p{qojI9bTfpviI@}?){$Fe2~S~FL<qNU76h{
z7InS->(`g`t97x*^So4^#8{rZ{F1Hrm#gPPcIAhEzmP83(7Hf8dG_Pir|!JAXbL#S
zBOyPLXNF>XQJ3f;Ew7I3ue>!`$qyP>zMMXmHlNEw=*khR$qb6`ODm%nv#U5vNvxRb
z7s>yX&wI}KABmP8XTEYdUO((zGyQdGP3P}p^LSPiZ{5i@BW?lbzOEOdI{n(yemE`?
z*DEwEP3Sy5<>Wi59Y?D7|ByQUdDnTN@YOpf*?xJU8h3yH9nQq}?-M`UP584X|8vuM
zffOT_C(k?7l5+3ae%jn6=TY}<L4`}5+wAN06T45G&-g5Ksb=@tYW+`})s<zH?1MkH
zzs|kKwQ%M0wjY{*-tkV%joYu7cVo|a-j6@pByR4B-=tVK^Q^Vht}D8!Z$2cRQ~!JE
z^->GL8OM$t<1BdJTa|X~jP|Kpd5?rRc6;t;OR$^sCHs@X@=~d{YJY$EoIj@am#;~%
z+oRas_4LyRcf2RpDetIy;PjV$Qr$|)13#DCPu0oy{Ixb_=7&{F;_X*(M$9xgCvB6h
zsFHE%eUVU|h2YF3@e_lNd|b8Ue$0y){j8iz`4=j@T?;=4_zQVX(DB^Eb-ZuN2m7@j
zR!^#Py;9w9eU_YM^uyUFBkp?q3N<Y*ytF<idGemqahLL^ybhdM7G?Qx%dM8nulQS*
z#A`)wnfhh5qMW}EPur@Gp8G9YetYg0dFb7DLhR^2eg9uyxAF!%M5Gm!HJ^EA?76?$
z_{N>0nv_fVGrOLc+cx-3;tajBWU|cL8+RAIy7m6XTIr@~mzvfxSISjsh@SOz?AY;h
z>(!0cr><}$z0h2do4RdD$^X8)&c_cY?$BxFyZin|ZSl%G#WB+o?|Pk^dTQxcv9dSQ
zWR)&W=YM-6_Sqk+IlCVD%ezdDmU(`JfAS%#HbKLN`y8&PZG)cW9-lKu=e1vY#E~c6
zuO#%$vnDWa3gq)w>^?YqN!n?ntK8k&XE{E5B_S5|uGR7~=k1HLt=gstZQodN?wVoG
zuZQpdd|Liq+&*Ncrmb;Bx1H>&<QdKU%lDnLN?;7UQk7FE>l_j^`TCTVEi1K`^({PS
zHup?$TBQ7soJ3jYAn#*qc(T^Cm-4uqX$MCf-|*wK;ey+LjAp+-bL)Wq+wNBqleGWd
z_R4Jca@4uEN1-{y@sjf`t>hOgmuRkFl>O-Omdka8t-_49XHFApOIjbrS4I5OII=~o
zo;CmQ!%jBCuMG!`TYk9s+%^5TQsB{q&AWn5uehFVeU0t?#z6MwF0&Z5th&7{Dmyl$
zO|sGzJr}z)DD7{q_YS`{&YZJf#mhFv&QIH-`A2JA<3`CTiRPQWI`1~yk^9s+^w?d0
zw<WJv-!NMn`(9MQ)%WtPNBzcfAKWhAns;VF@3O6lPHx}sUwCsmeb%)gzHLX38`oc-
zJ45@Zd2H&G(^l8Fi8bq*us8kLw&mu|u!9Pv#%iA;m_@EM%s&>kZ)vgap6Y-O^{J~x
zr&P>|KlOUA@o~i`U+>L)EO1F~U(@3cPrm*WiF;q5WwTH1*4<rm=O>!j<yqe^le$}G
zce?G*opaOEwHB>A`C->y_P?UHf9|ci@c--W$}1iJ^zWRz9q1Y1uT#16qOf;e(n)`v
zpPj0w5B#f*`1CtuXL8*$<}8iUiC6z0&eD+0*u1Y?q0oPx>690y`!=>+x}a-U@xAnF
zP?~yH-Q6hNrITL%E4><YqG?;)o$n#u5802N+^Wa)W?p17@84Bfnse<x%wIRn=*!d6
zn)s09>UOEr)8}tUer)vm?0ddK&iJ9oxjTy6(z!OcDjQd%JekFodSDv=1GOn0yPepz
z_|%o0ZK9VrwuZ(`KP|jN^+oqORgKu4e6mLp#3vehe|6YtR(4k8+O&^(F1IR`HD@f!
zGv_T!+Vn$!*+h+Dx&6_r$5*D^Sbk{+=RS!Qc4}P-Z9Fj!r3>z<Hoo|LXWL?C&n=-=
zZDt=trhN3Dy;i>c!G#q!`3ejFzTA8LJ80YI8ohV_CM;km4)-u&d(LK;v7uZf`>m&J
z(>>`oFY3D(jTQ2qHgjiKRGJ(u%lT;eYr}-s;EkVWnp;Ez=Nz$E#`vLMD<k?!f~Uv2
zvbj!7`~0}4TvF$A-PLhWP~=#f`3A>D!I3R@I2itIwUOx4ug`e!<av(#vIw4OlN=g&
zE>=!7Ue9FY@^v=T2jwXiH94Q>nLe+ax%p|<;~T|w1?SbQI+*9I{%!Rm&yM?=)OMrz
zJ@=mayqIv2Wk;KO(}(`WkE6Au+_}T57Z<XKt_f%_d#$<F{7f^~Y+f;?qeAm{XdVyJ
z`LmMe=e%#nGO|to{&G0#!(hmgYIU@BiK2!WztBpS)dysIQ%>K^*Wc5UnzJ}+-psw)
z!SdVuW*b#R`+aGOS@?9*LdIj(*E^q@mRlQD1}D_%8a=CQbh$5bd3p+)*aq&DX4UHj
z3^zj49~`*J?(plj(5XM%1$ianyWhB2{9JUYsa@=wLDtFT>AcsBS2UfPXBsizG(tZ*
z{_=6<lBbHQSJ$a|`<Jwy{JXkx+Vq0QKUBQ!PkXy~@9~pAe5>^Qp5W>i#_vsRKl^3Y
zXWneF-g4*IBI{Sid}YUyYL6Y9SGZyE>+Byle(V-jeZ0+V<4niuntjt;l^0lD`M|T%
z`L;{jv9SKx84Hiz)v~^l+%jGLNzJu4?{Z%rcg*c|a4FusvG&zA{ySFTrZZ%AXgjq!
z-O~SjZ4#5&+lxC*HN!rizfgN2;Ai_wyS2im(=XQ^G3Gq<<olxE4tHLqU#MMnKFj@W
z1-n(#x`a(Uil+ja)_%>;o%yUVOhctj_wtbn<{z^+)#qo=bej_M#e>-@YuBdKS+}N?
z=g!==?)K`aWv*_|nWL69zTnTFX?Est_Pghmd%SzK1KGk8cvW{Z?-yRjpVW2yLRHnH
z3*T>k`KEd4GxNn?H*WJ^_*M4zUfut_o8M37G`#htc9poaLgpvAqgVI&pPf6+tWwQu
z)rZLM3ibYXo6{F9naljY;%@V-=huVJ?%im2@VxqupDgx&t@exlS+m@WbM^Jw?3EQk
zD;IW{Y-W72h@tC_x60Iod%B)jP2@bXWlmsbwWPAw3=yUJ%NKHWPG`N+sd7&F<hyE{
zzNjag`pjB`12bxN%#e(WD4+HC4)an`o~REI-#<B;N6ycg)*$A%rbzrw+>#R|Yx7Jt
zIa)gXHW0aFCvnIo@?Evw=BX=%_QzW=^{)!~bN5Z`IyMXb&V^P5^SguXf1I@tX5Jxm
z({omb&xyFY8BRqW&LuzlLYJLn{$I{nJbmYb+14N8pElKB<*QlD{cnQoj%?GjUp;61
z7U{b6|1w9h-1i!b#C4Ag|6H{7*xzd)&b7bIApG~Yt@YoNmalicnN@ZuKxAQ#g~6s*
z`OY_;9xm0my(`peito|q0cK8D_!i{+`s;qKfoE@f{c5quXZ)#bk97`+-3Z^``(gPN
z#mg(6|59bTeW-3r^}%c_nZ)m#vcFzha_;}-E&mOd{hdF7`?Ja0zrx2~dr$J1zwGbw
z51F^>Cuhn(J@iL*+1^>9@%gu=|8({(`D`q%woE%_CU-N>3i;XG&U-dKo5}t8Ld*;+
zo>!iy_pg5%Ts{A|*mm*tsvF-nJ#qbH&$E6;cH|tvmwYmp`xBLCWh-2%e0AG<(TOX+
zKK_<i)i;l~D7p6c+D~s)c`qK|yLiCpspM)!R;3v)1atx~sd0!3O;Am5zqowXD<hpb
z<%SWd+Cf)qPCwO>_<B0mcYjjlA+Bw&Kdn*D=zKc6=h~L|dG#%ijx?@_eV={h)Tfi$
z0rn~ytKPjbs@2NMsQk&5;PQOFq|1Q{)|Fvtac$*H{AHE9I6tyW&geAVbjRgt%9$<f
z9z3~?_o{mX1!rnc4awbl<jCErAy0IjrEeJ)tZsgFVvk$lmmdZ@4W_?!+S7SfppNn1
zN5g%Lt_(t}j6|<bN^dEO-W9eWb9+tLeK8gz{aXi$BqUgLd78vlzp35k@@P5tw#dyt
z+dQ(*SFf6N^tf93#V2p0YlG|_znpCM+Sug$FP{6aC-;3m?p^kiZ)V8uIqRafxtw)N
zynb!<Hjxu+n8m*^_=t;?sTMvtZ6Ld0qsl>TuH9vMYgJZ!-4%Z$bPE?-@gD98JFczX
z=qVp@qm<{5^aP=m#>dY1Zc_goQg|mSUr{~$M(D?eYtqXk%DbZ`wuZ*+6&LHU%eUDb
z`>IDHX}#K)f{c|*76do;m%mt8YtXYd-gN%*)fOMV6{!XGKh|Ao^j-7KE6d!M4vFD6
zeXgb31>D$LYW^^2{n_;k7!<|JS}(1QxKSFp;7`0psaNH%H0h>*u2-|K@qY~$FI)Og
z?(F&vqVK1+#wPCh#=To?`}FixJsj~Sr)7mB+9Km3c$&|3pA#>e`dzy+dqZE|y~}In
zF3c;Ft7W{lzEEzpaNX?BFYYd1J=gujv;R@g4Oa;5kM8<+@Z4jbr9toPEbr$$<<v=E
zXx71WIYf`O%%$bC?~HlZG9?}zKRP?HdE!kE&cvDFp2@FgUtnj-PvU#OT4BkL_For5
z#A~cqEZQRaDlUbs<k;2qyZubg9bB9$Tab{YbIDx!2$OVCox%~f^$njUK9V{RFh!<a
z&!CFU`O}1@Qe4ehS~mj1LKHhE^furBn>W?y*q?vTmM_`yGFi0l&e}WsxH9Efb#M9@
zG6%f2I_qwJX_rQOMj}t6lAK56`Glt@q`ojPIJ=)zYy6U8k-Tux#5q3U%AH;}muxuG
zv&$x8erFQTiq#q=-Mf=EFifmhYnxQJnlGVO;lXv$a!ZlkgzmC`Gbe7CayQ+3+ZMB_
zTO9ITU81%n3r1d-^)<Tm#%<a~zu@Ho&lQe(ne%kU3hY`MryvkB@7lpDbJ-u9x)*D@
zfuAkfS@VKrljSREu7rS#5+ClW3F*(Co!e;Gf2nc7^jWvcnI}z`?^Jx6BFr8d)x6&K
zDwEEsD{PVPKlnzAeU<Gm_At}9JZ;6#)F_)tTwJF%?)?2}4`0O^%?G>l9Fw2deT}WC
zYG8Twd_w0n_B75<kuD)zombXa3&%;fjt#435d$xmNR%})<9-h2A*w?hvSyzBTf
zqHDPfUnk!GQf&Rg?lWVVuuaR&w%bqZ4cr>oCoS(*n!8lv?OaBIZUfm#KZ~xuotXGr
zLEzM3&y`v?H~!%_;jNh8GN*20!c*68T(-x%dP`ekjMCl-eZ9(6%aozB>YyAS2aDk%
zf!Q-FJdzkzi2c5G@|fw4YVX@~e>ZlsWf&hy`WzQ9!}8F=0J*w94I5@jRtm8%E}eYh
z$LocD3-zx=wKaNJ*Cz<v+fg<DZPeO^k2#|AzB1b^3ElB8>#yg@tz6GLjxG#)IN5x?
z`H!Y6+DF?M=dC@odFg?r_4`71T%YHmZ=!hZ)q8GG$KW%oXpjI`{WdQD>)W{OHUIrQ
zqW->KEciJ4-<g^1>Qc-4T;l&lEaN-A%O<#ev-WKD;NyF)9rcmz$}*Ssk==B6N7~NK
zZQo~FF+P2w=rea?{?_it{@y(5fuDOjA6i`tf8M(O{`;7?A6XOseA)Bi>WZU#3btlc
zZ+aRNXJMEXG(-H|T!-geFSc`VT)nwJ?DK>@1tNj(Ja;MR*0gI)lbbI#@9F2D<sI)m
zx%G3u|KvTsjOXp^EBm!qRINTf^U<U^T8nov$>l8JRXVCTSFCo6s}9$rx2k^jI~=b3
zF?znLddHpQr2ayqh8s^>0`}Afc?CtAtNv2Z=}{>vv@JYbl)mk2{?=s+KFmF*DIhmH
z`tvN6$hLQn7jJ*Nwzl+p5=&!OQB(&*cS-h*guP~uoAq)w$j0B`v5XN=b_f*dx_6;C
z_}-tV(;v-y#q-D@J-kT5%%K0>-|I&-k_9{q5}VK2OBjb1PG%_x;ESHuml<N_@iv(=
z{Sceefk_(<9;jm8Gy8F3^8$H?*EQ`afB8;{@GaWtsB*BC_lWFGUTKyW^<9ftEUP^w
z%s-g77EayK$aeCf^$&gKLWYSec*_j(8p5`OizaqF$ho7y!G5HWdFIxe*%mBG1{)lI
zz4f`nuycu4?%j+6tKUZ(o6iOu+IisMvLkGKn`YZsZwV8(P*^MU#okK5Lc#gjtpkoP
zyRUqcKehbj&3irajc4C6v(Jg;6q>8>CaCyE%jshh`<aC+6VEE9W|whXmYm3W_I>WL
zU8%q46bMghm^ydSw5Oem7v@Vhq)xwkxnVw=ndfrXw$5MTDupv7Ie$#FQ%pD6vo~hi
zvj!!J8wOi%=YNkla3JDS>+uajKhj#QHcSnCvWk0;c>d|ll~S{JF5vv``f|Tii%{Ui
z!iag<8y2$ZUv)UjP-^^S_Kfv9))8$t@A-adafnolJ34R0!6lqaKC&t~=BFFXs<>9L
zkwxt-<E0CS?2gDhOx7xh`g+fkRd313?3t5#*wydd+upiKa4mQH%aj%NJuiK`^$y%R
zwAPUE`X2T-C!ae#b_uAiDpOi4$DZT<M7@1tXWY3hS)10iUc2e?)aO9v<*7?wJkFPH
zko&8>T;ZhJ(Wz&H7*^&9Y&zr4!SPt@)4f?c&AmjQFN=uya?hQYO;vb)&F9-pe!7{@
zRvc&wf2Ffg%aw2T-3d=MuKTrwa&vd)Ea7TioVQi($$|F<S=JUWm<3L<C{BE@X*3}v
z{b=&e2?sjrt2uYrJ&0d6q2*D#X{_|72CeY^nJUj8Pm-RTvgo#b#iSJVOdsY>YoAFg
zmL5@B+4e*1T)Ve=XP)Nw*(%PfCqIefFp{cFd}SFqeNN58H`RAe?0qSo_hjRV_iy+%
zU1Hwuy7q3;?XSC&?Y#tlm30dn`l?M1iMo>*Q{bVp<Er!efb%h_=7&Dzs;jdY9M_j$
zvTlASv*?p2r(f<{CaN-lqsa6?MoPIvx|LJX#7R7oeAB&scQH(}jyiGox*3!1LtE!H
zb4xOgUft95GPPp=#UJ~A9J~Em;N7CN#RjE}5=)sH94~9SU*Fj=J2`2(?D@GZ4h{*y
zs$Z5|T@>{CrS<QWok0zM7F_>wl8a08&NcPZw>Ok2$JIq|{<F(2a_5il=8T~#96?Pv
zT(?A)XM6vgX7w;A`plE}30VPgclUbzV6S+kxXf)@dam~AYqIAzYK7P|lzUxj3F(!M
ze7r)6QU9^qDz@IQ_5p|fuemJy;$F7a59_ilm#Y`z?>k=oQ7HPyd#?SqhuiA!e_Lwu
z>aJE#{M*XTC2QlF=3Q5^2|nAa`ug_l6-^wC>oiR#DoM8A<Z3Ngz;xuyF_j8lraeUg
zjgy}o)Vo%gqPYIkgy&}zna-K>a{n@57k#yy<8R7DiFAWC^PNgEc|Q7mn78{a(_iro
zJm)T~w7sln@S)`Wu?ITIQ{Po=S3Xnkuv5%O;D6=QsFY6?2D2xo3m-jdc5G4JyO?!L
zop*1oIQ>WPY1F;>VS+QG%h~N7zv5|1-tBznMySc-qGKm~Eg%1T&Q>VBTlQvb^zI_P
z48?y{fwda5r@ZoAc9TDZBU?eut2pazl*d`&>DjBdzJ9S(@uA{_*|D!KMr_;bBc?R*
z=q{^m?)tfJy*`TEna%Vnttt27d#%<P%4cU@TQ_Ib!dI-%j-*ZE5}6n>|J95-3As$$
ze?EU10&btr{KIqWVPEfj`Sr4To1f@i=S$bwnSYJ%d*+`%$1~b@u6wxG+ToPQWFEy-
z|EIfTgXH!YepT?W<hu0V!(*oWms#(O(iNUQzWcC_Z%NF{3&$N!IZwNFC!SL?zDfT0
zgrW&zh1yH@R6PlIJoQ>scFCGY#S@BDc8dhrX?NG~w`*y;dFWU-YfXQYQqQ((j)8@J
zs$AdZ9YtI}w(WO*IbG@WD+bL?K2xvx#PT=mWT#H}t#F$2<mO*eTG{Kb__Kch-|AKO
z`QQA%7VSSBwtkRiuTgszef#h2%_n|FJ+%FKQ%UE}e~Ya6(yqJLtAy?C4Ugn>uh#l%
z>?1ze)UU1K@s^G$LVKLG`L0aOIe2JgMe`pYOB0c0PL&FcFG{923LpK}{p+xebjMN|
z<7?H&mI@zNyBD9*bLv4K%h~!1msfT&UAPgd^3(I#)Z?PN1?(fX&u3&SyVQ6!Hseuk
zb<(bnB8JZcR#k6{U~}ZN@3|pzan~)gSL*FSGfvEOe-ZnPyJ6|fto?KI^sB##)Jlu+
zu~_bRoqKY_&pRTzPB~iYi(Y-NoxWDD+4EY(k_qe13cqsY@7-=_wg1}r=9^!X|L!UM
z=#slk|HJ3DSNyK#ZuNK1o;O};761JC+~#b(51&g`Y{|LR|MBwzt9P0){|kGobWd4b
zWMFhN7vzgNv8&VT{eo_FC(aCJ2Fa5Lwto5A$v9=zQSVK6rfAP*yuh`|NqLj-x^ryO
zXH8sO*DESNW^dV@Yrc$iJJ0b2>*Y?SbR0RtFkxHig4YYygz9D;b~__|YTD6Vm**VP
zd4H(w%WdyOc0CVm_oZEhm0BOamGM1#x+L?C_?Dho%dWQ1IqG=jj!|O4)74II7RIiS
zSuv})#Ce{M&+2tcm$#~{Q%e(ZO?+k{#U#WPB6u%+sh!gLC~igjtND$7Jg3wa9eT~Q
zMlC1MF?aJeuIv*&7SrN`R5(3P`lfGr`hVY_`e~J_(=d->G%_IeC`KbwBlM#fJ&T^&
zoPiz1m}TWQf1%Q@|3_E5e*Y`})=^35#FTq)ifU8W$1O1pQt41+d~*HI$Lm+*_s4(A
zwyyF~tbIQ5+4b9<$(`+IOIj`eyncM-Yx#exx<6TdZKAucR{eA`*I%Eytvj^9_TQIF
zd;RV*hHaa@ZN2w_Th}wcn6LGyy|I0En8AL%<h>C`ugxx7A1kroU8zK-%<IVq6MN2V
zmcO}O`1kcZ={sK&86)FY)W3D_ubE?U?&F4?KVFBc{EU{0@{iS@_F(tA{)rzpU*B%D
zrCQfAhOe!#R#PV5`s)_<ZLvF&{>pVO-&no#f922n`u|@){l70(IlVsOZ{YvXwr{2H
zrl(5IHhOw~y|Kyuy8Tc7PX2%Ye`O%|g?Wlw*FXNI^ld}<BGr9s4qr1geDij%=$xD@
z0@25B=KZVuB{cv4+wgFG%g+CPrB{MuMG97&RrtNYVs%cI%Dm5<VW)-k-^T5U+vC;L
ze{juf^Ye*!j<l@3e5*Glw%p8WTfi&h1wNi%CEpy-a{P6D;q3*9yJMy&@?39Uu|BUk
z;qmSL&mP5J=T+cyVtw89pP|^2>3BtU%d)=snSnL-hFn!Uo>>JS_X!YJiTU9Z`fek~
z+wF?Fr3;L6xfP@`US9EkKX1F<_siaobd?^8ytY1ejOp<9gWJ4vF5O~&c&PYvUEc;_
zRyEI~@9O7nkcm6~(l_FpujKUW@BTh7TD)ORf9OHshHq+8r86dlDqIuLYpq}TzbvUv
zO~glaPvE1y_jGw~OGmIeaIh#Xp6)pRd0C?E0~K9^Ck&H%WGi;C@4O$fW#6BK`P=!e
z?i~M=ZT@wQRw3tsT)V?3+193u1bF&bh(~be25|8fIW1Z0Zo7BGv6@|ZOMCLebMJ>8
z|FALW+WhV7rl@9IQfCjFtJ!GaTyREi%gj2K)`c5C#y6eHnQ%>w%jX~$--f!^S2j)E
z!E!?P$iWonTD{)Vv}s!wAHU)gJCRAdbN>m?r2ovn+TPag4_xW=cSU#8kwnS(St+wF
zU*@~A=X}4zsl}Z-GbE*3zT0h|%A35W^ys>~;m5Wcw{KT9s$Vnh`}sTHwyzZ{J$5$i
zL&PIdt)@*mJW*#~y58I)s+q_%Z+lbwM~2;Jx%57~%K5nOe!}%<rjEH@tG4U5>n-rI
zooz0<?d_X0mMc!GAMToKb?%?->Q_;73S$ob3Oj7}*fgwt(~LJ=yL}hxa&EnuR5$5W
zz=6H1dG9mlzO{=wD8KESOmERb=R;20&NqBwI+Mk?NJV^G*_`#;Z{G_3eQUq&=gNwf
zUlLD$cxF{CpPtP7Ug&F}X0Leci(p~p$Hp6fXN1?<ToT>C_Ls!>m$6?9=cX{{B<Eh>
zms@Wi=D0>g_KN&&g|xDsfEiu=m*wwI<BEv-{<h=!cl)>}FYeV&i=Q#^?c4M3IzHDl
zT-6M`esA-iLl?QGtp0I<d(QTWryQ@}_{i<9UvO8m|L>vJEen;7S}yv(Exuw_pz7Ys
z4Z>C5Hq7+N4O#K}O@ZIlL;LPFuCqRH>}dPJt*gA(+`Bwy{-2ybOn)9H*9dd8eHGgu
z*!SgO)mO=bkFOt;b~(#)=D6OQrgI@{%8h0V9pSyXRwF;)-TL)y|4zun7M3#qvDv<F
zhVNz7o(_p6+3L^t)Ls6*!1d>!lDD~&g~cPMF16O~4>^8%LBIY@w~GpQ*blAydxOEO
z#H{@_-;Ul7KKZlMIx5bJN*A7!uxU7)B&;Vq!<6gxwDhBP`nxnUCv#?1FR@$IsJy1u
zd9_i=A&K(}k1U%nqy=g;+{|mA)uR8kuvPiL@v(&22M@hUUuWKbj?Mg##=N78Hq<Zj
zn|OF<b)7^_S1CuGw!lI&JC`E8`kGT4W&TDzO6pQ;*y*MADPB74Y0qcH<xE-C>*BBT
zOn7VBq;u!p$$jfXPQ0GjHTgw2$I_+ueRh>EoN~YJ+~vI!L$<uT;XK)B_BB4~&<RT#
zibalxEk5)#OT)#guzuT%<;KD~by=q)PsF$1bk*c~$g{QOS;7@_;T6-hzwDgBZa1NV
zkuN$xB*%bnuIE(SD{NP44wx<2W_`Os>KU7edC~6BjdxY9SG%dp?6W!}D4|xAx#;V?
zjqBdoMV+62{r9`oR;>xrB9(JK<ZQUR;+o#)?C*Z%71s;ytDV~2WPN{+$Lg>&?Yzz`
z-PJCB%M^7N)Ct{gX{!>QkRjo6{|$HXl$pwBulXF^<IK+g_SMVTxy`FA1DFNk-q(G~
z`zI6XC+S?Wv3g0LPGR6RZKW;uZoTAOHt*KjiE9mxp1sRH|82nT3A__~cio=Lbz<&Y
zCk<}*Lw6==+jPF_&AIZ5V~1n&%B>|2XLIgc#jKq4IXtiL_O#m*e!n_a8J+i@{}SJK
z{q3nswyRF_D{$gtbd5~Ev^9OV3TOGgU}oPXw_IMg2;Gh{IhPx@EviC^Q)>dZ?yjp*
zi*nk#zpt3GcwTC8)oy`*QdjTh&-}>hzkZ&8aP8~fH;u2=gcmjDiu1K}#vIz#vN`Pa
zDKD!(-<ZlIDkF+I-@kWp;-2QJ)^C}$&m?<&Y<%vz+c*7P4%+^yw_CKK?}V;k>no<C
z9fy9g{J+|9=z^bo_}gi_r*ma5d{EsepL);r!hU&ChI=m@j#(Zqvt77@Rr<TV=QK;^
z-XFTtJ|uO<-uQ8Jj<13Xm&J3{j3rJV{@*?}`>>Ia%FP7{((6;WtXW^ND$G|nkmnz9
z!uz@7=5^B(K60Fxng30zRYd;^e`3N+myh2JlutVF-#XBja!~O~xW3olPu%x*aWTlW
zzi4$kA=319=N$LGK;vTefUIM__biRG?l!ExU}MR?%~sJpLGV@{&%e?NCpY2G>jHT6
z7L*;~WKxugyT*Qs$IWC8UvVqPn|or#ztcW`>+g6eF!vSz(UL4HpWc@~5801B+ZXTC
z{<Hpnick8B`&-^^=d|oC-|atj-TJ-Dl`Z*Oqi<VJ+&jNSqCfCUzOUflW%q(FE&0A@
zxvl(<)_cKUrd&E+c<-`hH>2y{t9hXoF3NkC@4a!sQBZPmW5+bFX|pE1)p=pN*63Bw
zcag9s!h4rH+uxMhs~@SeS;6XU`h>a8{l!N)vg_V1ohAFcUvut($d$QQCd`d}U3Ao|
zuYHk1-s07Utn))+C#q&`e_nL-fP1Z4xXv?P#V18am8{hbnYnarr~eVT>AuaOWw!N`
zF4w0@2k+U3RGOXtS9+J>SB&9AF*eHtp*#LO-gB6q$w~9;RMv}pDL8wvu*fc4C#b*i
zQ3&ta8S))sS~qHQXG9#bem(E{^RBnMKVSCUne^hnU4iaTgB8;R4oS{??GdA@?Hzw|
zpMOE^VJ*Aozw|6+eyGRZS6Wp(_xWwJ&$DgrKRfrAzhd8Gt(Lj}7S7A(ZoB*Bry6_D
zEzR|Dar0Xiy;Gc*zisu@KLr}kmKT{#J{vq`iDyc{I}aPK_BPhgQiq^kBmWa@n@T=7
z1c|tah|iT+asHOG^y{e`B=qNb*gF;OEBSLSVex|-w;ej&Pn$i+Su!WCWrOwJj&SD<
zJN~Y2nsUqRz^Ql4Pv)f;Ts)9*vs&QoUcHKgIU!t|*}KgR7fq>X2(GP|adBRqg}-#!
zwXAf*kB2L{^uHdiY;ujVYpJx}n>+P#d*9`<{?BV{P4=g8K646NIGL-@&0*Dzl>5bd
z|D;^=<>Sa(HMN&#r-{_-qN7CzUQL>N;(&~!;DM>UYl=C`0;isl>2ZBo@mNLjdbe%T
zqzwxDQ@q~zOlnQLK3Uz<x@t*d&F*#|A%~)XuZ5F1ZhbMGoYJ}IrQqb0b(5d8pZn_k
zJge?SO#jm2y=&KhUwNUl-uId|*B#M4TcjR+EmhE4-L_&=Ty|=Q)o!h%^?V`Is|=4x
zFt#t_l$t8zeO1X|qR8jCl_`k}*GJ@hn^7C-_=D|en~_xmw`D^uV`tyKg9(q9ZLrE=
z4&2N3xY_lv*iy+2S01p%#GVv+Z<g~pPeZ+9{*l_bf-<L0avi_Aa88cPuXFRG?iZW9
zZ{SsJ__|h1TA=mn!a2FTjMv&9r_I)Uy+3VsN}9vjXU1>dBn5_a#2lQ+U0AaxT%6yf
z&&PLPTtt)jx($k}n|dB?Q~ED;H(=^}yN|i@(=uh3UVrO#)kL}dyZej(9Dma}{yHiD
zQ~r{vv47_U{ltny=@m})?>@>q*?;0mWdE78(EfAbcaGZXed=7bRnOQt{w|$$KK0dm
zp<kW6OO7-;)Kq*(*fhi6$a`+vf!)_%w_E%aSUdC9le4WmCh!GYC|}w0q0IZyJ<}6+
z%VG>Zn@F#pbs}c|wKWH0ZRf6d<`(sB+m^ku&yuwk-!a%>eQ5eWsr1TU8t?3;$DWzr
zmnx7W(vdl(i{JanO#3;lUOEAp3xz%;C3qC<wR^^D@x0wvakluRC#{aN`<}IO@Vnl3
zi{+}_GjYbVoBl^$Bpuno)LI)ep-q{?Gt4meXsu#{!jrI`WeY!TdK@fR^l3X!?T!jj
z@vMTP=Q|oUocNYeIQ5INY({nXeZyz_xDPI$u9B5+oj#{^nPx%l)+hCsx$iw*@-w<X
zL;sQYvRJ;ShVh@?uijp-*#0T|)!WHdCGmUzZi-!Z+Mum|&Aok30^(xw{~Pf=ef;{Z
zar-8vQY+VcIiJ5@yS=~3Idjp2LYY&k_gJ3np7y73{kt^X$d-diYiv()9e;FKW$Nxw
zdHKh#H4%HR6^5oxjo9`3Q+Qu~=KU)(%OAyLo-)c+y((wAPdz<OMkqY_*p%7dC0tka
zyw`iRNiTh6*6gwb#pAqf>mKYo;keN}@TUsv7N@=ktoNoLJf^m0;^WvW9?r@)tZ$!n
z<G7K_-zuTuyZB;5?r(YB+9K)66We##^)EJJvN|XxVZQzHRN<mZ*?Yz!)BC+_zl(gk
z9CzDF*0-tj;2D0d9h&bg<M^iB2wSPzG;eClrinFM?JsR<NLu_gt+?sSsa0p@Fg!h@
zxM<d|naNU~57(rm3ti@WFm19z(!#FoEGs^))H>4lc+O4kM~9mlf8A!ku-j_YvOhgf
z+BmpcBYBprR1G|=X(`I{^6+OFepl7$mt^N?WvwrHI_veCp9hNK4Sg3*n^Wc$e}GGQ
zRpW-LyHm1Uk5)0W%S~Y1GUsa~+j;es8KQjwUe1Zz%dQECn%{9+A905D*_w}UKAl;7
z_54FA&&f=)j!Kv%=4Cf^Zx&t4@<W>8(%FBuAGiy&>`d$~MEqqaZRB0H$^BKS>j&l#
z0Xv3-uSua1TMr5y<PXp&2=n>9_TqX8{_L3JEmaX~OaeXl>gMd|`N%A?Iz(XgdWV8#
z&-ob=WZy_V1DW(#%}(1)NVaZ?oSb}POGNGCFGiF4b5i()HZ>UTa5(v5m28UX<u{KD
zSrs;RZkMUcGB9UaGuO#F_}T0@)y2QxJzkXiTY2&R#XawuJ0{$mF#W`fX-W$<vO=e5
zd$H*+Ru>Yqc~E{LW8K|H8{{Qx7xu&*`qIK+b?ODzJ%z>33mhlh3UzZ|b+o-_-XR^v
z#(I^->}AZEl4sXS9ys{l{N#%y*O$|?j@hj_FoW-N9E0Wlr9JHH&An%|KJwGMm{(YO
z!|+>L*wUrP&I%UGNm+;#H*fRqYT5Pua^dzFCk>l7CKk8uGI}Sr{Ao{u?C!lve%S}Z
ze?MhfE7timUMxy1LU_`Ks$JEM>!&V$f7-hKV%Pa6d^b{OPd0z|MalEkt<4UzTK><8
z*f#%^j3tkgCG*=OozfGRE()tiN^DM4DE|6lmF~u*IH8qWHZ0fQv8u&?=E^crOX=mJ
zfy?hdXIjg4RE+KH`ng>8ZZ99~6lYrN{3XSb$@Z$5--|<g*XibmcAmbJ`{M52ERBvy
zGi8KgVnrBIYSno|=AH9>$Qkzb*T?jT<<1RrX6LBQJhwBy*_-RW+k~6;FSu4GniNDA
z{?FsNA9?Xj-tIZ4A{^NtxD?yB>ld1QPo6mK{sx5$ZzDyM7OhBlHFcqI_5U=1iC>E?
z*guHyulZcpHg${B<oi;;-tIGN`TMQGxh3Xfc-R8LO~0?{KYAw}D7Z!RaLrdQS?#yE
zGq>Nky!PK;k2FuE`C;7g>zFhaegC>^pBU5U`o*(*b~BjhP28w=X-Cw1{ujO7FBe=*
zEx7&Tn~GJ6XP8cfdg`-%61g^l9a@$he$0(`x7yv{P+XD365kc=vp`ihvDSP>tevF)
zLc5m3Vn(e8yV%x9MSs+FUnOMgcuw-fd%IV!g-voL4hQDBygi^bQEkFi;rrJvO!Us`
z4G3E8<d?GTAjkhryGl|w?fa9z?D}zTUGwg#8Lzn)&AqYiP>NY_3g7Bj);D(k^A`V`
z<`UL@SnT6XVKI$!J`G2-OAmg3uN15#F81~HoWtG~+N`Dj-Ui(9oN-q2M&##rn-f2!
zhTB|GXpNYro_zIJ(}ss;+w5{?yzK5$iAcBKU6;MrVvB0Fh@tq^+>?jS<-Ao(Jp87G
zSN43LR*L$PtufcvoY&&kIUGBcRVbYKLUGLE=}G5ob~oLsn5MLJgDcPaJ<I)c`;SJ=
z6%j9Xaq{9i$@KbnfI+)%$ALNfHs9IrTx#qXUmWeQ@v5cMIkmF~>$A-zEuPu^$PY5F
z%?ePoc-m;bqsN3pM#=Nd27g`EcuReshd&kXSRJi@)Dg#Kxv_EnjJ+buwN;N~X-?%|
z`*q&3m^}(R_VI6seEa!ZNEb85(v3$Aq&7d;+BbD-%Vw1`T|&!kSR}4>D_r6FE;#F*
zxI^A+jVEGyE_xD)*H<KEZW8d>GTHI(mb2?-*jcw-H4EC3&rrqPJY9iziAd3>M;^x2
zEcXjG-Z`XMv-zaXBfaV+jY6LTuBOUzag-c))9XzR3faApMUee&$hC<_tT)X(KQ}cX
zP;|1l$n29gy?dTbi1gU`x63GA`aJt)hC>oxw>ssBJWt5px$TDFlXu<h-(($MpV)G5
zvr*pjvcRdrQt==3-Crv9yf|`~V~+T$^xeF>Q@<SCQ~G_bh4>qeTejQf&pVx)Z1VA%
zU7_MM+smcZ@i#12{{3(^Zqj#=IhCowA?;V@YFa3<OrH?$w|~#HnU=g}C+GOg-J|*A
zwdyQ+#q!PkmnW_LAX^@iH0^yptCC3%OXKSYJFZlObDVnQ>M}3t^xn9pg*#YG9NlLo
zs$@9nYAxdIl6mXw$9$MszhRD#fa`kKohLun+^W^+DR$lM#LmUBPydPT)u2qyNqIT}
zAqxxDJg#09$y_S*%DPnVW-{}3i$asSG;^6t5^p;BB{Mh5i|yi+NKrW%&1I_Zcx^A|
zOjVxt+fTTc&lW4|X-zZU_=4H#t;hGXU-w=AD)u((?v$mwgS*a`9Aj*HxPog_eW#%G
zgTp!tVp;sB#9doeRaJ1;$5tYFw{Ybh10&Yx&oU*K8>dP7IWr{NaO$jCVOW1>Be%jA
z^{%;L7xrcL9uqsd`^Ajz-HRM*3tdnBwF{03{4K0lvTNV>_u>+BWl~iCA5dj}u&39r
z^!#<+CDW#Fnai?>{jQmY=@mikr+%j%%{}obbhDR>sasYzGf!V@s@Z$_2}dHA`^j9%
ze(HHU@7&4%Q38#tmi%E6tZU+^4;6U$);25k%y04K3BFu)DQ9-`s$G`|y?4ecbeh#v
zorj7~T8egY1nYBN%bsMVqSwKELiZq#%UMyopQnCt9d)S>oG6|>U;W}~jl}tfTs_%T
zZ1URq?qq8hN^X4CoEsWg-T$J-_@0AyrkTb5WbRukMq<t#Epxt1%6(zhCbKtS!NUL_
zC6*~Gwird6yg2RP##<B9l*EOsSE>ZsRjP|#3cdCA(E^pLI*pv_iY2ap)aT4xEOFcE
ziual?hkc$uxRi3gS1ag>vEt$PH!B=0_gtu0Eb{lt)!X^`Mn`>S=BFB|UTD}q`>aTF
zc&Y2Z8$LVvF30B?AN}L2x8ql;S+M=A;J^K=Qj<fzxUOxtUpj5!rmy;0sWBJ3KO4-B
z*Xw<37<IGGbiMpq9=k6W45uAc`Oh2`S$q2brm$=J&njlUU&S$_V$+?J+gzQMbIx9w
z^k2_0m6OquQN}w!!(KQ&y8U;M(4v;8FmB-s$8*Da*R8o|R<yXFv**oSk4DMd0(Pbf
z=~SH+Iop@#tZVrr#`-?tb}`?+iloxpk#+k%JZ0QstLOZ#=}?C-tBmu?^?yrxk}WG@
zPhU9y_4d@=*CmtFuZXW*eZy$A_WL_V*_GbH+WyzKSVaXpowr=_cW&c3J!8(iWJ{y?
z2j4=|%Bx;!8J}6ZX_e6fE#Xy1->&A_!W*3$db=U?Sf>}~s!ZFwsl8j%9vj_B7xLhp
zmDL{VA%0j-#!ayAkmI%!@&~@hH@`God^9>XW>V5#W)oduqY2)2+e2oy)YsHVH(XEu
z^Y_rzd!e=~R%Im}Je4JQyvxA$xBWMbl}qdsn!f+K)E5zW{m22!c#pz$6L=jSo!aIx
z_vG}<2N@P_|CISZY|T#EkoDhQQ=r9GmGzOv{fCvB0(V58oeomCwo~6qqD7>mD{d|m
z<LWQ7mpO!7+kEq5tc2F~-lToa4f}LhlO(2HuZx)WGyVFP^ObMcoqSZ7eqDs?_j~be
zQ~#gX#<_Icx!l>Nm4~*SjmYFzlx|evwm70U_j}H4&rQnfUbp|;_T~O-jj!^nAI+QO
zwZ^ycpy7@K0lr)>AFcKc*tcZY-_SorkK7h2U$EACQn6R?YJkrDr|-0TR5&#^pS&mj
z&imiKi=XYY^0QYxOq$M|A;8BWGh>#|ma`rb7thU;T%@TzOLHf?*TI{5EPeO>R4PrG
z92~(^sW<D&Je_0h-N$X(P4!ZbF3j1NP^qzMYhg&;;)7*{$D^3P1{QpO`i{$UTiAy8
zYP+=s6um<x9@_A1=HA&)!kXVIIsR1io4oFNYG`|vc9h><U6(}dJBeG&SF=Rxo=h@*
z8MgMoEV(}|*SF2CajfuN@c-hAsL<4NuGe=}Jczw$8flTs`T5A)>MKHW*B5S%pI-4`
z??uz#dG(93{X5o02J>s(D6KBZon^lM|AcJSF6q7hltlKp*tcl>eg94Hg|AbuhfD4;
zwhEVu1))1cCY%+>xfcH3JK((QbEyR<A2g~pt*TAFz_IIWTTx^Dny&44#sBhrYY^S4
zxMKR@hnpjHH&<sGE~;=_*L!o1saE2A;ZrZWw5Cc}%T(MybjBz;YMoq4=lbGLHvG5K
z^$$rU$g18vS)jurdc*$rkEN<EF`tjMPx|~#FI@N5&$CUhrl-!T7nxssRQ>PklK1jS
zfxi}3o7*2z`hVDT<~mQ~a^dbpH8!zcsR=@Xo840_Ce4W2^6qq?pyqFpf@due?0=tJ
z)T}F+y_N6vhecXXPZ@1{_QS(-`DXRl88v$+N2M0JbuOFDXsh8jZ$tIBMP}cWTCLj_
z?ueB5HX*O|*3_;OPS))Qo0_(XUUT6;wO6E~^0&aN$2YR>&ATC}VYRN|W!TEODM^BA
zoiF}B-R62MCcm)dr0g7n-4m8%-RLU1$M$5=*%!<Ht~_G9Z|XuN!KbO4?wx(uoN9LH
z`r|DgQ|b*9RSUzsC$TcLT$-U$Jh5w5MPuWo$*&q$)LuR95cz2DyBS(fL)Ofh{JwE{
zAkVK!*91gdPN&4SM8s}6x^cpejkjM<eccgN9I`@4Y_)lh*v|iQrn3rfIlql`dttrf
zF4x9f3Ag*Z4kg^)|AA@gzArKTTOxWABi|}8pD^Bh_UG5`^@XV)bofGVL_B%vHd$LF
z-Iep*LA!Nrlm9Q7D^csY^|WZ04d3^fh975MI#Rk;aYDY@r$z0L^1j`@@vL7xe|dY+
zNmrNaB@b?Uu8UtQ*|q3{o`C<WqnY}y|00afxW;^OJNw~8j+pG3;EXL7Tzyp%8#O1J
zrmXte+9`fY#XI0CODlU~*J;nSm-ki+9yZya$|-c-_Rj&YubKR^2mcv;JT)mo<XrXs
zsVh34|FWo_(ll|K?SYPdn_cg>OYQWpKUDDZTbb~6xxY0*t2!7jY}=MLSzF<t8W+>f
zZC6gLy61K|?dypiq2;^POX7u_eItd>^_92FCHgHDD>$?$^x4l)p}Buu&+R)Ddd^Vc
z&Rnsr39XAh@dziIiyb}cvE`=Wf(LO;5qpmwDR`QpXKc8N`^}ur!UJW;ds;c>t-I4a
ze~w6X?V^)c&t+%M{j)f*dZX#`eDSU48MD@P+{#~d_<QfI_$l1qrn|r0{f6Dhaf{Hg
zZ}&TH^~ah?{*pg4L*b08@8z96oQGpBw9EUa`%E$Ln1BCUv}te0o+I;@3I4Q{6s}*9
z$+G6k>=hG}zgynj{nT=cT(D334%xd-uU~pK%#w{duh_C>UgLZ18FnI8nfF#&ri9*g
ze|=MrJx8`!U1@E)#LEMHzB-o|<p?fXb=jS_&HU7pOxxrub!8GZ)?4HreaMJ9A2I*J
z#VVdS`E#w(fgBn>m#d2SG~_%gCFWgA)|i;UaLTeLcLUd_Z+h2tqZWL%IcJ?Y^_?gG
zBaX9s@11-+N#amMQPoG)d!9R-^^fm+$}SRc?$sSp+f0GIQ?KewTF`Sn;~jhIoTC%A
zr*VEQEGaiwIraOTm5=|3Ptg@!oW)vpXT<`WQv$c%=;>`0<54uaaL&@;8vm<lE7!h!
zHQza|{qwEJvn;Q;9&^hm_$2a*%(%VRu+~@3<ND=tvGW>nu6sUjZS&w?dHcTEf=&Fa
z8<n33M;e8T+{ip``{HxV>>WN+gk2LSb)Q@{b+v`mqK)UCcL=^=y3ci+^G?b)m$%M&
zNrxL3{r2y?R`U4q>kxzACp5+GN4id{`o%R%If;$0s$jCmKd)IEO%`8ue6wVUhOg^u
znO5cu_4hxvzjbb(DdM(2Y0s*D`TIL<o@IP7?UQS1b#t_Q%P7+vwdk*vU=g#Dti$gK
z+$$f}p7iF4Qq}Nn?OL<w#=Upe0Uy3y?)I#?a_IK$xX0_J@yD>cJ&8&=sWTz2<Ezrj
z$8*om+#_l7-MjpYm#6ji#rAW)noP@*yno-<@ZI7!JJ)!;_Ssu${Gn*WmkQe-d0nr2
zU0zlRI`ALL*OA-$mdTno<iyc`%Ci*o>*b5AS!et2;i|PhI_pkNthMV4kBWNhqfuE2
z;+gj@=V#}(zlzk_T(A6MPDkbL%Ic3VE?Hmq+gR4Insb+7f6TRo0dGZiTh{fZ{!V%Q
z_@S)g+zP(!?=&O&<}*(>zIy+(0c-4*H#f4q_nmxkQGRig;$vsgqDiKUq%H+nF7n(K
zd__}q;*r*X)4Tc>&+07ests9fdFsU#=_gx5+~0jWbK%d0t-)(HPvf}ae&O9t@$E@V
z_H}QXoAlQ97I*8Doo_{sC)Ulql{(Yzw&uO(UA=|2SLa=jQC%A_d*_$PN8LXn)Wgcm
z57!H|to6KLt@duuB?ZkBd8dx<7Y_e#mw%u<ZGU?4*J%beTratL#V4E1(0r$%C45!*
z_(r3H=8^3oO&>gk-j|kHw*30A?7H9OkDpiFt$w}ZpI+3lgOY!g-`+UVwX~P*THDK}
zNe0$uXGG74xw!4zHkKL79vO=HFF#q^Q#tuo!Hxg7&dgb{J-o^HxXv2ML!rTQW7V$e
zHs0W!=jx#|>9~x?8kR?ElJBjIjBe*tur1o%{_)JtvL^q(k464RguLfFS|7Xaxyb(&
zPrZW|%v(7}?*4+_Usc=Hw+7a)xL1EqDC6H$vsZ!d|7+h`VIT2c{MDXozgOQYSn>V&
z2aVlT^`Sx<b4udguRkYy`S)?&Q<7~_Fa9p--F5AE{jC+h<+t5GlYi>qZ8hUw{@lfW
ziW!1Zp4GkFM_ddvw089_v78sf>O0XWsG@bXgKuExrPlL$K5W`?0WMYNPc}~b$nrdz
zr&?C3<<~jq9e>4?{xw<T{&Zn@efi+ZhNlgTLTimvcEy-0yRZ5B`J>m<JkkB?*&SJ0
zcdl#h)qZv7?1#qLZ=Ca<m0r=}ipu%2hl9mmdOEN8x=h86*)9PW=N|dbYm?l3+ah}@
z=lhTiKdh!lq+CC@$~?8|@6U73<?oBW{+C#!$NAUcZ_#Gu%%D{r7j9{<4$w0{=RL>t
zK}qaA(~8DBb{8h+YMhtI@N>T*nXz`xUBe5<S&Q#Fe7}2{y{hVaeMIHb`Hgk=9L~?S
z|I%%?WLK?CvGcBk{;EH1TlT$Cl@=2G{O<k)mdo!p@oL6yGL5xfd+VZy=Y5SM)eD!a
zUrrSC{6CZ9efftkHMK3@)BO3}EA+p7xg+s#@7>GA@h#z%RsRlhygxcmPVnL1Z}aA{
zyH{*o{@hz>PjI-I>9fSSpXazmEOK01cl7MdZ-ra;b@aZe(Oluj5%1q}Xy<SCM|(=1
zyO}hysVE#h;OlhyuH^2fQ}d<Ly5cp@%+<4-6LR^^+SQW&^1}BOxIR9+?)S^?;`69e
zQbm(lii@+432r^iVaXu6G>5U|Xt-#F*!ynwFxjkE98yOt%3}f+KR(y$xW7Nj^x9g%
zUuzmRozhP#pKxZE<I&ol(|omJ8&&4dUb$$ZjnnQYEyuQg?YP)Et&3UdxXb~M*C|Va
zuh_oxUn252a^+c5f74ZM4L9n}D1<M2+VY=mSNwrQ_Kv%Odrue~lb7{Rv)jj)7Fx#m
z(qUutu8QL}#~*7O9hBYu!A;<x9B1Z3myNfIrmRr<DiwQQ<3-D5#q|G=Z=K!#KIe1o
z?dSK`?tS|2thrkK(!Sras@J7`t{nE9aXE7*^RayeOLIBwx;;M~V>rouTq0xhjIdLF
zA!`)WOH{A?TKQqo3a?f2F*c6{Mb0gKXxTI;&!QmlMC0;2gDuHHhG$NHTF@E$Y0Jh9
zZQnPQ<_lNXN#uV}+1c{u`s+&bK=1N%yE&d+bMs{jY1jImb*qH`c7SPowt$d<S<%b~
z8$QfqYrmS17#i?t+s`uz{qB>DD@uMD$k*7f^yspa{Lh@!(Aw0)C3x|ql}>?#^6R~Z
zw`U$atUcqJ?Jc(Oy~Z2MSroP{^qI5Wpm5nO4z5MEYga67^PD*~RoJ#netFo2T^SN9
zvnAtAs($lLw7lGTCzEfLKZm+cqU^^d2M+bbF+P0baVI9oIl^6$UH8qGq6KRX99lPR
zek{-BsuO`lVZTK~PwkqyAZ(Azvm5(Dj%Yr*kzm{K_|26$Kkuw=skP2sd!}vM{X;eV
zt6b;z1^=IFSrfvjd-u{sX9ukdt#({m>I=Ci8?E}XJv!*W@RS{!wMFl^u+AuXw_j_;
z(kKaw8$nj39~&Ou`R`XVXYQSPEw(q_(J$}RdoY@)>TmnvpZ<Drw8$&Zquj-Nb@gXV
z&MwPlwXRRzWsqlk`;Q23z+Sh016#E#J2uZwwv=dmbn=Pp;poTB<p*6K-fP{EeKc%)
z-GYshpVas6J9~bWbDHO2D~US6XZB|-?`tHUUH|-=qH}fd3&Z&6wly3xpG^N>D7ncy
zYD3$+)5TZZ*6BN&Z3x-Do=0*b>;Du<BgTX2R_nsm6po)+^Ll+<Qp5_;-F|irywS6_
z-qVtA$ui16-kIdw9U}PVfL18$lPk0IH2xf4vPY!Cq_wO%CPz4N;TbpiQpV@gXTI#z
zdoky5uIL9RS-<6H_pFjWa&mDPha7ib^uq49Gu`zrKg&92vE#N*(u(9lw!I?R2EVx4
zA5BiXwE51qK7*@yO>6IcvAI4u?ttfa(OIvv57bDlSa>MTT%PAtaO0GgsYyPiIvQ<j
z`2Kx+TVg)nkp0a2BHME9a;p`c&mwatwXe#wiqEQ+Wm&&=mdct}6I1tu##eS%r+-<n
zc$?L+jTw9Mx29%qxAKt>y}l?yb=ktTy=UJQi!Yj(VHVMIXji4O^WH6)FS(Lue2Uzw
zekGrE_QAx>KV+^l=N#QIuPH$NT<Z^yEBj_FX}5DcSCI6{+E0V;a>MHlzhZV3w6e`Q
za#+o-o&E8q_7|_2w}~kmF6jKHZ1IL+<3YxE-rM(Hl(;A5RP^k6y1+ALWwW0QYx17R
zOkrE6-+J*dOXswZGchHf+`q4zRcX64RsH2nzeVQCE>Aq-c1~5x`qt6WtN(0CEW7GH
z&qHc~m*f))4c}}?6)F^TayrO)dX8+uS^c@H>kNP8--%&+Xm+x-J<nZzvvYsQE{9Zu
z9g8o!&aiLQ@@)O)T#`OXY}S^=yrHb?j!(HURa?P)#t+}lgiXiy^aUAv7C8%kPZha)
z>IkRP!|JQsqVAo`nVu>sC(!!X_}uXaQW<;JKFa>e)ueVrp2?+fiNc~;mF^|FYWFsN
z<X;kW=lUY9)2Y`gmLIOw{g~JCkT)n(Dt_jQ7F{hyYiqH*9~PxN)e6^@by92}uR9Tw
z^(>)!QtpyTt2QL3e&Ab^-OxXayMLn<x1&rom*hsl3$~6jQG2Q#Wx8(IC<p{k>u=2X
z&ENm*)tx<OlND$03{afG^>va_w1fPLcRIJ^*<Z@J?=Rl%Xc)MChrr!+%Z~ZzofnyX
zXieVA9dG%RnfBlNrLsT%#)pJ$DxdoU!kV(=HtPtf>+HC@qF_T-gThg(+wA%B&n#sk
z*w<`udwxkh;bPg>10El|(yeBCXHAWe-=4}hJ@Lk+2mdD5)&0I_{`2R_#v2xPHze)r
z*Qg5De2stgJYBx?jZV?>`SIJNBcJcf$QS?fN4u(dzI@orh4bq<)fPl&UjO~`X6^ph
z&(}wqF%`|%T$HZhKBM3Ifag|ji&#yCta)#ke{ctWynODLX2!mA$-R7gEiPX6yC~6;
zIa9^vu8&RW`<B|Wr`{Zu4x9Hm?%SbJw)W3%#aU@{!?roMav!#AO*EOYZCc9lEkX+F
zzgq;Jq+FaEl<>O$d*_Rq3$M%n_vWvdCB8sQUvhWGiQwKtDpy)Xv{p=(DHA@P*8KK=
zWX@eriwToocuvpTmU!IU^TK}JljaAnPqY3!`CFu{ry29BNcTM}B?T6KH)S@;s5Q@F
z+v3!l&$eaJGyUc?2ez3l?j@a4_u?<`tZ@5NHj6R$^7j~Hg~uBU44d1{m|q=DP;g$I
zr=9yJibFARr);JI>y%=N+t055J=<`~A|&hV?Y>>V7QB12hSAjXVPC`6gIkzW?yQsE
zIlEVTdK7=RCgaQ>*Iq14dN;kuLubzl%jKdyH}q^aM_+ufQ?Wl^eRkSn(=hoynTH&_
zPQM&gPH%hgb>RljmR!?CjTPsQ_D&Svao~5*|5KN{Gt>%;8hIF23e0X<(cL24P_Upu
zBjS?7x81fr$M-PxtV+0UdGT99=VE=Qedo@z)bZV3aZ<DITxo&jlQ;AAqi?KJQd{EC
z*>$qSr{T-%ymN9PHXaXy_IU~Uety0C+lDFbFTT0!WHm49UjOk<3Rn4@$7=HCIbsu@
zsfj;yl{g%|Y<<>^H_^t~C7qX47WnwrxgAd1pvAWBNy<*PSTn~N@{1CU1E<c8H#f;C
z`?7KIIyI48oAaS*@-Lq*yO7H}TR)GtJ#mk_d5&E3(F=ce?MmGId6MY44gUOZuG?Ii
zvu|sB@yzVj4)zZUi;cgR#GiKa?6YZl@H%$d=Z({=9k+ct8GTh)^1-3v$z{JM71lG|
z{q|ZXv8baws9WcphVWr2*SVQXo;!Oj&{a?<5czg$PJwHO**2l#E!K?c6A!F5P`_i#
zA2=mmVB&Sz`m^7TG|sVb5w*@NN)pW5y5wZ1xax_D#Fd>Lu_Zs22Gl!G5I!2GVyk2M
zX5P7r<!y5`L{5A$_1%7IlKcv%d+XS|3RPd+70j~XzjMVwsOp?=Ou-yaJ<jFLu>~!q
zt(NYacSaT2h^V~M__J_v`U$C?L)V4c&(wOJbm1$mkvrv9B=K6fnJ3L^qFPqU-Sz8?
z4(2R4@|W%9wH50oIc;CQ?iiDbn*Nl1qDg}8l_gFt8I>0{?tf&lweM#lXVORWig&J)
z9<STA%1EZu=pE~h1flw=$4-V#>8!i+De<wOUXN^VaB5qedg1Z6&x2n)P?hRq$|`&D
zV9V^c7Y`nnar@l;@`1zAbA`#Gm7M2tS#McZur1c#zfZZEUpjod`ZVSs*LEX&Ht|TN
z`pjq6MimdjT(3@FJ#}7O->a!=2UmSdo%u{-IhVSmxS5aiimNL%f+wi&;P9?UNv&r|
zEuL$^QTixmg^F<LUdO3!5+`!)E)+@n#BHxh`WvSl*zRWPtfrl`sma*#ZdzB>p1CI;
z`0PHo=3Dzs7jIh~rOA~?atany-m+p=pS5&x?i#b1I|ZL*^o6-`)tnG&t6Fk4Ri&(s
zIn-WgkI==}>L1J=h`;=v9(Prhtt`vLqp9`M+FX-~7nZy|;??}1=|ubjcg}g=7XN7t
zyz~9hAJ)zM=b!1X_+xZwuhewM4^RHEZrV5N?w{7j@d=w({$Uk-;IaEB_gafDH(o#b
zBz{Zd_oQ?2FRVX)IDaxe<L0g0W(R?Q9S;)!9r_hx{#5_VqkTPUGxrDRcHiD1?|ggT
zx%bPy{|Goe`^~-M!keemTXH^{_=wH5oc}2E(qDQpfrWc}bXKq|sdD;u<z$HShdal)
zL-p@P+L{;p2)nDz-OuD&W_y9<x5!?NdCo@1C+_IldhF%xq{l^aE;F>IZ@RYV_?nL^
zeZt$a)<sV&etYPPu;1CbhqfAXvii2p`FUqO$MUk`9oP5Ouj=Rj-BOUn7f|eKQF=S5
z{?N+%I&-9E)|}lh<R`mpd3*3l#ri^vsTaQp`;|ujShnsj@52yLtFx8z+z&&V_GemL
zEqST9>SMjeoU9u+3$o5^y7DljAt!h4&3Pxb)dyIF{<yksQhjaR0<NDA3bIZ!*Kd^a
z2>*Gg;8oeT%ZFEnyf~G(s<4%Nxs;pD_S1(}hG^=<iu&!1if!FIf9bk^-Vd*wzIyd|
zd+_{~g?2h~W~Iw@?KVBPZ`I6xlUu)ctjb??{?Aso-2$(_2;RMwY+}3A&RFuVbwZG4
z(+;D)<-N@t?Ka1LS^0IQXXK~zEs=ZgT>jg0_uaQ|t*NhV-K?IgZuxU?>lNp9!qd{<
zJr0}mPVaoq?(94Jol4UR6=MDGN7^i|5dC;A{PY_4XDRi?x`Eakw=3>(^)&h7?s=y2
z{Blc9|JVJKUcCRbSmmFxSCZtmOBUxl-vkJKic4AU^~~_s^LN76#I-xwJBvJz1ke6$
z^mNj-&*$6=&mAq>vh0V?yN%s%ZDv&4xNqDwS?l}SCkdi|%#W7kJ(QEb(78y)rtfV>
zU69qb%bNwR9(igeR}r4$e)j(ABx}{r7Wcek<h<7Ef4e?i%DB+;vn6Y@r)<{gki>NF
z-lHjBzTDR{Wph3H;BB2(@84hjQ>CQa{xwF4WqR2!Jyz${`!rXi-m5oucQyav<Hg(W
zhKK2{y0JC1TWQ5Av9k{!^{$HwasIlyv}e}wFx^S9UvgjFifhSwwRx4;Otp;7VPU#T
zZ;RGv31&_y57%8J<hn>AaC7k16{lJL_J($!VL86ab)%Z@bU(HuUzGi_gH?C4csqsa
zzH09Gb7NmO$t8Jvs8vma%B#aw``v|HQ{08FR-Bxy63E&A|GTGB;KzsEDi<Rcer}!Q
zG2>bFq>dwg$9XS&Q<<olwsEoF1edgv|2!7;%O8#qmc6ffajqQiDl5)gdOIuTR8PD5
z=!m5IhaVDed-h7s;61%8<gwLs7yGLRPsdyD3*O39KkI_gw#SB#s{gI^&Dg)l;;+B(
ztuLy+8B>pQh`q|?Tf9;s`rG;``)ee2TO6_ddGiPByXpHsH|TD9r>&p2SgUDnsj=dU
zpI?hk=mm!ePS0v6Sz%UpY)a+dr3cn3Tbx{%<s@n@vh!W5=*zEKjXy&9=PbVBVD?W$
z#CLmuYf+m<{c{z*DWQs?5gLcy&16&!XL`16{!M$0bf)jRi=OZ3)#h|hzSO$R!Abm{
zcd7b6rLg@ft(>oBXxW+>#J-Zy`f<U`_-y%V3DGI1AMcxLT_SMU<L%1FFKdstcb&=l
zz%6dnE&ScyHACQeSB>n%d|@l2s~K+6f3+k`){5pN1YS)P^84(R_u|o?i{1<m`8MWC
z=xKzCXdIjOwM*bDx9dLMX|~so?J;=$?Q_Dc)4NXurnbCZ>tdpxyg6Os><s=sNv{V2
zofE6hS@Koglvt|bu;|sFD<5~hxF`SEO>uT|+}3LS&#yn^*`1YdJ#=gP{NVcZg$CDd
zNEF@=xpdFh?P#}(`a?E9F{{c%-#IMDKLxOs8gcZBy8cr4VOizZd_m#fhUHT3?LF%0
zQWmEsac$*YwC*f}Hn*9xp6pbYe&GWCu8V=qhnW`&=!gfJ848=%=<$dMu_x<p6aI4j
z_!RFX--B^G<9?n>HGa0#O7`8l_1ml2&Q&~Y6<Tp^(sYA==U5e*+0A;FZD2K**l@IW
zrbJuo=DCZdQn&0h%$nF|yF4dn!KIlUGA^Ra4qm@I^JT!5g&DiOnzsx0*rs;vOY#oR
zx$!&J<o-8?+xCAgPP)8Q^Spk2(Y5XAk<(Uu75XWBJT_#atJ&VS1ukvhnF^lRz51ZY
zZL{Oj-n*VLZ@oj-{<WF=D%7Dm`O|{M);5KW?h$u(FZ;3e&<fd&a);(lnejr?<9q7z
zTHTL76s&t~e?7djJZ*Vyc+t&FCZFST9v6prvnQ9``r5QuSYCbZX+PuFe{;&DG(M&E
z$r|=2ZtJ+TQT%d`{M@<I0wyF@&Fb9LzI1sYAOD>@&zB2o$%?S)I)zSMRMoNh_cNBQ
z8|NCV{Pv#vqWx^0kVB9Ex4iiOS+UAd>=)<7>JOZXzc!wi*T3dh@9w*ggEjSu9P6v-
zD^HA*KP*?f@9(>BPJPxV)2z@X`5}|@k8o*zH=X%x*N)}lexmX_zinM{<$glsKPxHa
z*9wd8q_cn9!xwY;oXrJ^^O6ob*2ot=F}tQ5(zw~uxN&m!-ft{>7hivxf8hn!$@~{b
z^ux8^%>JFl6u$Xv^T`&SrqFC7)4Zg&sgE{&6kg-%oL$J;(l$}y_pC)Nk6x-4PY8C}
z>GV8h!pp_1>d#~j9`gHhXx%@y*+Ex+nie!^PHK5Gm)&o#zKr|DqnoYuv=kS)b8s#_
zJ8i}jWu8M44sW-m@ts+daoM2$gsk*StNc3V|Midb*cp0N9ps%Ol(JqIKbohoV*$_F
zaLF6*dz}(m&gUuB%f4n>6>$He!Hwm+z5Y!5^egUl>O6ao3G(JULYtp<b#*ddXnJ=s
z;lTcew~oFMuVmR)x_30$yoozDk*T_Z=Nb2sJ0Zr*y`MAAZ1>ZaaHN-}U$6M>lub
z1zzaol1Me&GCQ|OAbyd@Vn-JhwsU`q9`;miZ_KWGATD#L=(kOIhnT*x;05;Or_L={
zs9aH^yE^Im+OC^2kDvNw&3bV162n%R%!1unhV4BU!#&uP=U!sblhIh9cuHjZ`9rnK
zGd?CPC~2J|%(>{0b4Z4O(Zco@LeEbmY?)+PWqj9|-^X+1W|8*u-?X=^Th#yHLg1wz
zeeAD==fq8TzV+WN##Dth@0p$)YG0RT;wtK|ugBwls^{>niR{h`W*$!F5Z&;yQ%h~(
zoWnQXxw@{4+H&~E$C9@nF6(?*9+@HZ<b=eeSFeo!nsBfE{Bn6@MojlhpNE_3w?)3N
zC_BdZC)0EC+$)t6epfgDi}9Xiz4SqOQT^#nsrK*k57phdAOGy1+<lRG-|eb@DsyW2
z=N~Gm66yV=vhwN~IbmfErLA&i&tqA98?07mAJ`@puUdUXdiU#(M|apY99_Mst!0{E
zx`UI_v0qo_9BWy3`kvI?b^d1)E9V%;bidg9!9%*Hn=iU4_!+~`4;<4h<;<paT#^6g
zDq-W2^R>ynR<@~AtH&oL!{kEc^=%(Gcc_{+IhL-Dxx&h4V!V*eC5+>_PQ&Zig<55<
zE~Q5&F1ey;ly0@r@AO2iuOeP=e*REP{t_}zq$7ay^kLrF4yrD9&aj=3bU58UWx=kD
znQbN;Pvl!>J1l!K;nDj)1~HZjhS&9ehD>NJb&>Las9ciQovdq;Zuea)(cbow^T&jJ
zZ(DzT`uua-{SDGb%6`^Q%GciIXfr3jdSl(6?Voauqg~GWS$9;w*!FBzwZh%9GSQ7;
zn~p7Ba_!|Di$xo14Gu(^eRgRIQdd)7EG48F?->$kQ#s}D(p7B9FJ|3vpSdA<f54*&
z@%xmx?G=Nk>0Q~uqIq9FaPhI)t$dxYe^~SwwM$Ju^>nw|x4;#ucReR&9j%F*@}MO2
z`Voy5J2_1)9lge&l=NNvX^*6y%z9v}a<JTtJ!sd0Y^6$r$tyY@_=|hq@eG;dvGCau
zp|IxjCoFi%=6zJY%<FpfV)QOGF8))cpYqp<blPkDcj&ZK|KGP@b?8ppsjrHD9zQL_
z9D4qp)aobqMPrlor`PYweiN_q-%9mW%b&}!$y5Ir|16pONBg7G?@#ZQ_Fi9o;`tN#
z)~)|m{1MjVi&y<Gwt8~;{;N@~og6Kb7ynyc@XOC@tJa*p*u_8hFLdzxYj*q1l*T8o
zepTi@EO{lnH`-#a@=EPvhN~{|YtQjp(!C|xVy@T6rO!qD<fj+@{%LM-bz9-@sAaR#
zxVv-a{+^K)ru2X(IQP|y18-~38(lpnBNt$FRcv8gXa7%;Wl^2G{2xbHKcAU(#NNBU
zZ>5{i<IkzD-hyT&b#7_)o92G7cioj|{vztq*DY)BYNamwz}(uyHTgYXOtHf*y~M|<
z`W0$iOzW1cSBt%V&*8u8rLR-cyZfH#YSmp{^`Me5?$09=i&GmOb<F2Ipkb?7k#O_e
z)?QmDzs^bQv+P6`cRk#9dtITR$hos0XR<#l=ehJ{BlBw!DaYv50(ZnOXx>XnntoMf
zFVp0w%ljWrYz#Cw<R(4&oWGHKfQV@m!wUB857+Kz;pAV<FvG92uc=DGR8ctK^XsRZ
zm|a`5%HuWK3php2>CVh^x~jJ^rXlB(soP~H#og=IOuy^q-=%Tj!jCS2DZU(6RdNok
z@)AjyHknDk;zq{ZCDN~b{oj5vEZp^-ukCX7|Fn$r=Bqx%)X(jVm|G~Glg^yw-SfY>
z?B?gFW}~{~h>}Hi5gKKYQ(2@B8rGGz9V+u`S+9KJr0B8<qCp%Jn&Q}VjArjVwdsV^
zA)TAQZcR>QaM!e*(2}Pxv3Nn!`-Ux!Hs%NZO0J0c?a_LraJr_;jK=o$k5-?Sb9|k)
z=#cK2UdaQqmuf`ERycVipDj4P>K4z#{R)*~EV2)h_AR`!UW(7x@x8l<OyKjWCjxE%
zeK{bIx-;OY5M%8;ZN4>98zmnJ{<7JArbOXm$+sfjtgmjL4s&>1Z+4qrIQ=k(ar!My
zxu&(9kzWs+eLN7tJjLsWjN`*QmU)`)0nI&6I?bPQmR(J>zJ4`){ifv0R~H5{v$pMB
zT70zb@?Or?Z@H6S*8h?=VRseHm%V?f%rx(YfBDa|xgmyL32q9ROHV#+?X>#4(%?Dc
zU5#(2H1aZfy<2bGl%DwewEU-kjqkL~rkMZybZ+6f?OJ}uGkKI26%?uRop{J8Dx6{M
zxLYOlk&^m~84e38mQTFi`}4^vxhq+0uRp(LVs8%Es{Wd>d8)O_kEKs-wpsUVDpq7k
zNqNh6knyZ#&92qzcb=Qw+Lo_f{X^nUUe&JUi?mYszlFT9)-SUa{aVCyX&%?ZOE>IZ
zZ~q!{<3PyUeck76POi9^vg&N(@}#uR4<i1q;ynA-e+-Ga>HS*G|ER&LV((?MLxS5S
z)*K90tO{K_U3<=}FW0NIqUO1VpWJ`1sW0FD{mp{ZEOp5kj+uYeW<E&sy0KdL+76D5
zr&b^T+gju`_u4F$nX>k-I?*p%ZqGdDD?01QPLEQ}+p|m<O<9{2BZ8hBwa$8W<<F$O
zAN#D$&mNj|NM+a8KvqS=B?4XR8l44t9h6QOy_x9pmG7iF$K2Twp3{7CLr*6r=zTo!
zWtU^n=e}J^9Z?E;yPcN^E<NOZR8V=!(s?B}>!sapb=&#Bf82C$VRXk4!xEbb)lOx3
zO|6R7<`aGHara;3WBj+`ZPA?z%YSaYymKY5d1KEyv6c#HhZhIMs^|VZ=X>?Ws{eO$
zn<mw)6JOc2Xu;+M2TlE7+%eg>GoR0-=GhIVhquo8>TcAkxc+7C>{SkHy&_5v95J)`
zUYf_G$*J+wVbNYm_SaFbmxi1=xI6xl-2Q$qeZ9|olWfF&maLc<rIe&Kf6`R5H~W_q
zPmX=J+RD6f!tc#<XP?>E;3+%XsP6GO-_(e>_VV(VpSI<^du>%9F|RxMvel~_juq?p
zt$XM9<OZ-m><(Ie^uQ9G!1v7+x2gmgTR+^XlgT&Va=iM*H%&d>^P!@fr9NED@8qlR
zC|Ik&@;GbnVTtnJhd#{NsmXV^*iwS|-t(}-#g;dul~b#fA97z=SZS@(_Pk>9mxnuF
z%w}1e?fUIdaj}Ks$+FZ14vT%$t^PPkygO<8YSPtDD)*Gc7I$9w`QeV8$f4r02VWmr
zp7Ig9Ao_4;40{1jfPt3zYvDu1$+9n`d|n@|RnNO$#u6)h>-FJV{0}WZOJDskC-m&9
zhnBbZ8rY;4w|g8YZ-0L3$G4pK9~b{SeDYIW^KNU_EOm>k{2mK;h0XlQu-WkTV)JW>
z2TttvsV?2S=qpS9@mcD9##!fH#~d+G&AL%*(kxN*Pf7CE&3?9>;uAZqRL?D%kni|)
z$$_Q2ZH*n6XKjuBppfY?V@78*+x*5kkL@p&Pd$0!-KI4Cl`FljWU8D{ef&OOWRu3u
z*E_^}e_!@~<aa7vVfkThcBj^s*$dxa**PUC<bbJVI{(5|eD@Z<khr<9z%@W|;<Kw6
z@2)dSpNTvjc-;E{oAUnbk6Rie*k1BH;aYH{$h~uShWg5LF{+1_XT|aV{j{-t%U$Ky
z%0bT#&68Ps>e90BHKp}On}2nj)2yg&bg|ti7o+%b$BWa(uZ~##{(G=A>G=woxH!d+
z=dX75UOWEz^^tFd+}_rrq9v^^(wn-qRgRT?%v^sWN1DGTtJP(B<O;4%&=5j&%C<9m
zUmh&yzWDeP_m;<hc4kFvX=GiytKaO@%}>UMuJ|gx41Id0PvuU)pA;GHPg-h%=gT&)
zai08U#~&W9qS%s$JN_JMxMs_`&FLrWX&zPf4Tp_p{biZ2dy*lD<&^%FDc&XQ5*6$I
zG@b0pJu<hh_o=u?xBsHF-r~vg1$)|6GylBYB^7z{<2%KTv$$r?&s&jf_qgEBKKr|I
z2fte}a(tY%n>Ar-soD*eB`J3gYo}g*JBPt}-ThxoJB(-5iPs)nxVCZOg=-1c(c4W8
zHr?vY<<$t=-fSt}_%tY3;L29h1tvM)3-toRd*97|?LK>o%l~<Qb@uOD+o<uPcB6&H
zL$&KGS5FuJVmIwn`faHxGIpZk!awdjDYDsMaCO?}=ZlY>lo7dmjbUE&cGDBa{73hi
z?mTUj-@4;{{}<O~LMD;x3b)?+a_fp>M%{ORw_g^f`E!lxGne!q+^=;h+<VP&mp%K{
zFD?HWV0FoTU1i&yo&G&vo}T$`%k{dp-6Otthpq7?@xxX1`AhOoJbqohv3seF@}=o5
zhb`W={hDDl%T;uqj_^^V@P|7!em%c(|9I=K6$K&BJ_YfZRxjMA?D6uWQH|@#>Vx+^
z+tim|ReT~-Bs$m1s=)r&^C|Zh&rooB?o_)m;-TrneX4PM3tS~^+E*4=FWl$x-p26+
z@8c@>39D?he6)DJ`Z})Wd_GIsV4KOo4_A~-m$#ZM|LQ3xxJfv0=3^`VuTkbKzms^*
z=YDFfT`E*`vAZki*m36OTIYH3)4!|S-zMo*t-f|!l3KOv_wI>r+f*u9#T_2TME8q3
zoU35Cs`%<%q^r`Ca}!?g&0)xJ?y|n7;}`TlbmGMlwbve!TZ~k8?+(AaMs~~HWkP$h
z*|Xh#-o52mb512rsrCBOw{!QK9^;xjp_}(=z@vGb4KAWeH)bnM3jUGf^Hh_OE2+ZO
zpCRlsuce~9OApHu?k8y*_VlF}S?)NN+I3}lb1>s+MrM^&E4P2^k>9maOzTy)`|NgA
zfertbmxQiNeiwXkQn9=LnmzO5E~(7Y^HCBqD|B3ZzWbQ0q3@ICjnUPT67A3K{-1uf
zO3x(W!KUsU)0H!dZgEVwl;oSeJkxRN;-!l>8U<Gy2~Sa2uCzIyt($#{MZk(#@ut4N
zgQ8!5{rvih-svm%<}dYn*EH?-mIvoF0!qA&@Ti8f^F}*_s4Iqg9pAA#a=nCqY+&<&
z(8-IJK0Md@MZ;^un-%w?9#7huWp<fy(}&K2)0$@tIk*)%?asY%(o=S`^GlJejLR~c
z@P)VC_3F}qC}FG5JK_{2#J<Yr3K?<;Hwiv;XZvdw7Rd6yzti|jzDus1;lqoqnT8_w
zTeo}JUgvcDZ|Y{g;-lRYrv9W`i@ddu^EzywQgHHOh==9NV_G7UvL<YLx#&ikaR2Wa
zm+gbJITDq=Olf-E@Zj;}N!r}Yb{*=NkmR&(Lg%a&9y{wR6@072Pbi4IRPngssnV*J
zTcwit;7tVcsckNkT791GXW$aw^8Wg<w?+L2ZN#iTXe5>$N)%bQ+-{Hbs()%V>u-gh
zPCv6aT5iF=r#}{4I_cqN_3BdRN-@tpd0c5l_dhN)>)){>{#&1T)8sV|1hyM(zv8O<
zY~J203sb&J1hlL;+`C(ULF|-`PM2>i)_f)-cVTV3WQyaAR<5p^TZyyc?KWTkWa(Yu
zbJ1Y^&!-WamFH(q(0l0cOyjzl_}35i^0R8pJu4Pm$}`_q_{=#plg%h9=ERY=WhvWL
z${w3atUAsS(Rs`Eds;!`+Iik8V)JYkuJv4Vy|cTO<N7ZB2^r_hSWNX&ll~sG;(u;t
z9^ft@cJ|j*$K$;okF`#?2i;<9Do=6az8tqF?+UwYlvSRoeu7TPgFSPtOIR$=F4%WO
zhBxyH_o7sRZ<}A$?#x>pmGyYhzUmupTi;uP+TNeuSbsA6)$5fXxkPa3g9>E}PFtly
zY0mAzsprC-JW{n~%-@JksD9ZouhHR?;pvAgPZkOuiWHso+;)ZIql-t@e3N`~#frn2
zFJbOKW9vm~VizZ`*A9NEu;pUkoC1qqOM@?-c^)+P)B%^6`DsrM6$xqm*!T768NP^$
zA6Z{*1dL15e9t_cbwH{6=#M)tqM^S9qTV;~TwJYkD&V*MJ^etJGY^DT{9M|-?5WHG
z`OZ(<y{CMgZ4<C)%ST3ey+9=qm7Dus{FGMl5|!_ttdYD;>Ehv7UwNVBT&;4gVuyuR
z9Ntwa{`uMahYNo%&tE1ew`zmy&3CVU#W<Q4PMv#xtNJO<W4AJyxZE~aT-fnUFsp8*
z%&E)W8$SAPy6{L)MB?|>2XiAUL~psxP%PKmHhtCI1G_XXvi<i|k~J%|XEza)(N{6j
z_tRtCcVuaIOTWjm+`64fbtbkdA!()SG`M#2Tke;yNs3ruJ~c|#EnD>alqd5og}<nt
zwD-P}J*i^Vi<OH@`j=FDSu<aGVEE3Y-zQ7ueM@mh!p^exB-za}{jBEaPR!M-4HG&P
zyRrM+Q>8CDY}H0$3-wDGeogc@=eff8X3ELR_C+ZZvgfaSpz^D5mr1}3f9uX^7yb9m
z&hT^%{w}QRY3MU!PEqipr8}A4&dZ(h#c)>X1)<xCUDswBT>P{{;J~&T`FM^88k@aT
zqn`Z|T{mfK@I9#)b`ICLDm{M|)F&^_{?u{W?fQ+fYZp$K`j(sR5=%7;I$^o`{;?_Z
zyQO1~uk5gX!TYjCgYBC4f0JGNY6|_tN^4?tWmWj6S@iCYvbIWbj0<Lar142lYEo_E
zv6QT)OEauO4(R^Ae1=hH{)V_OEwc{nG!oeMBUX}Q66f;ib0_gz$|tVlVL8aJ!Ccr}
zW^}oO{q2$~{m#0P`va^m&hl8fygcyy4lnD(dxlOMnjA$f&-`9DQ}_DxMgfse*{93$
zj~+SpQjf7>##9;QS>oxc$M+nn-ZUw+`hxf7Npp`|EP6R@&66Kb=S`U!bN`uT<jGG*
z_8V$juG>}|dGae~{&}xH#cw4pR^OTYJmj8lpAu!W!Cn8f7u(5yyqhL@R@df*ZCVg)
ztD;@Ge@%hKcmGt?{P)~?SK7C->o$w7mucU<DnVw>#B~b(B1ZWE_RF{?+g&P{!8NVy
z(%~5ueOH$i?2BcvEEe0k?8ZvXx2E|~&o`ZMdwbmW#jE#uSN)fLTlcK((PTBjDSrP$
z%zlZy|8qWNaeP4ct+f+>Z@Rcv<hj3D)vvyrFN}9^X#Y^(bkS2xr0ly$WYMw>`OgpD
zeDU<!-Rd*awwW{JTrTZ5k&aED@;_zq|C2di9{awYRhhcB|NfR{Q{Er`S*`3j+ij0J
zePOe$jN%l$I7wysO$oJSYgF|D=UPOF-Z}2H{APRE)j7%@g+Vpvs#$e?w({@Pnlgzk
zDENhDh=7KQ;8sJ|6}t@Y)Vk)ksJ>A+<W;04RKDcN+Z7sO%e118cbwhtd_HJq`2@G=
z{1S&b9Dg?O#RPp+E;#J%CY9k+`@p#I=0+vnFI_E%7lj@2;<VG+q4Y{8WA~3f-JVxg
z?K>A|DL&%<)XK1?xxV4cT#Jp%t*>zg2ujPGo7bS3ZdNPErgA2X>v4nd_PXFTE!J%9
z((0;B>vB%%9&wz$z|7gFo@+CQ>_VAe?ddNfdf5vWS)cpN*R<Ks^wjKK9Wy4f`tP_f
z<A?!+TI{A)2Dg}bkDp&ilbzY}qwsZzq57**TaRhif9~Zv^y6TDg@-815B1r{vyR&?
z4%Ix)mlHhsRn>f!n?HFU&yYx3!0dC!@yWg{*-rb<`GJQXOHX}0<FuT}snRo!1vX1#
z+-E*NUp{YE;=er};qR{LB*)AXw>rh|aro_~dTECwn}v-BB(}J`FLJ30vwyIE`kxJR
z865VN^6|0Wye-kDbcvVY<W0XVo1RbInxWvck$2X~-f3d_4?~45!uNAd`F_r4MkTv?
z$h}ogx1#neka{}z?53)VkIFO}RtlY#4tw#1@ri-Un(On|N>AeZ*4K6L+V-DQc71i;
zn#Z^AaOu;lEt8VC9NzA3vQiQ`UKd<scdE-QedBkY7V|Un?Q+&H*;w_x>!B6H4ckBN
zt$SGiwpWx(OmgbG`Tb+Zt4qHH^f#P+67w+YJM%Zg?@>pL?#MFvHvjz1sC%VDW|?rp
z-g4I~p7&O+VqB}y_>XPZspq#7B<sY^+*``EW9$DN0$<cVD@EKe-Z=TvlSTjAzSShe
zZkIN>7xnRFZp-$RSsV9vD;27Vzc=_%opF@=e)Hoa4{I8oMGNQc@w~|DdeZy_)B8hq
zFWzL#=vuYPRWPsm#e9#Wizo0eagH`Um-bV)RNHKY*xFfzr2%<7Z(2kSmF8$W^lsi~
zw@N|3Ek$9Xhe)NV=ajR*Y$`i~T|RAb740}?c>PVliiE^g&62=wJ&CPSU149I_jbNG
zv5$k%^n|y^iLa{t+ZWx~o&S{Y?NNhor#c*NNNnzsmHs~Ce0qNK%=A4Rv#ncwcAYN{
z4+&uAK0o)-bI+1fDhh{kra!*6)X!W?=QNjL!d`wgHWiC+ENLdM&aduy@V_XzI=!D$
zYC!_yqKH>FUWGULxqWpDc*tX`wb?~=g;e+}z4ZSzAGU4e@p$ZY*Ok9#Rg-#2`3pv&
z$<Mz<lq8ER_xbAmK$%ICbA`szd!kbIw*%L$z8;Zz_kGLcrM0(D{BAe><$S{IveJ{s
zg|lRSPM<r0>2PM}?B9asdn~<K)L9?wyYges)t%Z^mlU{8dYwI|aK)fD_-(?f{E1oo
zGhOU=U9LR$k&*xA>J8707HM4H$~h<bv(v_EHQPO3?;M@;xVc9|(7O1Z_QIOSMoljE
z)!I6e8xouKJ<<(qRkI{+@7-&^|NRRG>*-nR_|9qXUbwi|X74Fxp1w(|&u7)l)_s5M
zZSU5dH=jOQWtprOw)Ebm5B+<(`!<E@%0-;Ad-COX$D^k#Pp<j7oOk$UDWEz#<w4u-
z=I!ZOHbpC6@6mo(#Bi{dap@!@;q5!;q;T;{Y@Zmu*Ey{3Udv@~f3wdoT{AW>pWe4R
zdrsVhl~-N!g?{tJ&SIP8Z@G$}$!YDwO^;ZspU?76>6$jDC1+h{U(q6u+{DbgdyMzF
zHvN~V)#kWa%dKwT<+EsB<-uP4t1-6QrX|Z2>rLvP>if~xMN4j%kc)zp`kA$&*V>-0
zd!?E#qxU=Dv-&H=ts1vE{FLl9|N4HN(6Z^}tL!T>eTlP8IWBqGHXUL;dEK~KJ2kdp
zv%Eu~MP}#sr<?5avLzMPuiIx^ZYulYbkDkF$t;YTC65fcgctwMFi{V7_3;Z6P@4X_
zd{*w-F0G)_uCpReEgAQJiOn!LD0^|iq0sH^CKsd&RPMcFY$})0%;WF4abUHDOs|o^
z<qat}HT3jDw|?vNn)G;E{K1QJ<hW~Zy81S>K0C?S6r6W6Ep5(f_p_c-DISZW-!-&O
z`DwbaqTuWKGY8op>~+4V$r4?1hV6Ci9Nn}Z8>DBxK4RAAGi7uAhT=WTcip^xIBBnH
zKvF?th=HC!UiyP*TbFa(KhjqT-TY+zX!;Tt_LFXA!e4fIxv(~C^WS{^aQ;NGrr82n
zI)}=gmk1uz&0P0nV!@-|<*$DU1-s5DZ+ZOneM#-iHL=%bds*%Czxl86>Pt?q-8a3L
z_?<lV#M$ChYrBy^@y)4oT-+u1t*w^Oab}g4-D*D9V&YpLp+_ehS4dp@tl6N<9oDtO
zu-IEoE5?4Onv$}u?3^gW9gd<KMLT6(^7KB=$o}@kVCwD;-*B~e;v1gS3w{4A+W9;1
zo2@~i{QDoFoxfi!%V<`paC!7kpe>t$=}c(n?-l8CYVVHQG1j|3`u9xpN4U`UR&V8W
ziC2q{)M~jF?^FFz?sKQTVUN$9{%s+<tPATi)_VLjv2XL3op);UFLvP_$~$-e{5tu-
z+<KuM*O%Kh)d}q==kxwF&FQT7eZ$7z&&nRXji^8Oy(m&U?XZyP`Y)3Y{C#b$UhsU+
z=f|%qx8|6}-rL%|b=!~fjIJ$<BTvk@>(5qx<I(#Q5A^08_%`|A-u6E!1^-hDjtk3A
zJjg5e|3>_iOwK!ovA-X&ymLAqAgHqR2+zdlDh0_kKljf%(7WZu&$n#vm)`vJcS}as
zy1$lDU+jW+?Q9jRH9YNVkWv)(eBF!BnHST<r2a=P^}Orby>C$<%k?Gu`^4_LSO2$*
z`jTe0Aw1za>xZXXGCrC9KfL8d=C0KxFBElm^))Pay{ta7BFVpwGek<j^k=<=Zq!mA
zyBT7(PDZtFlcu*`HDFr$r9<qkOtbx#7y3(GZ`bVXVgCDc%L}Ql-`yD(OW#*m=~ii#
z|B7hQ&$!>e<+t4R@VkP2TfUqz+o-u=m2z|xi(t8o<(ef+yH{L#ZhEYCRmtPbGt1^0
zM*cEdQK_XL^~EmqtnDARXeN$5FJ4$m%d)?15Z`-x$~Selt4|s<@7i>W+p?_={<O$_
zbF}^v^Y?OQGjwGH_bAJR&2Ox{cqph&Lx0!1qoOC@%wshBU3sXuxJ^7Z{oJBucS`qU
zY_RLAy!htr>6vlDRy}u5ce5?Y5ud*2g^Z1~_@_nHT1;gR)N*9>cgcyBPD_p}apzv5
z{Of|B?txuT)<1LQJ~SgY)9~H(nDgCv_sf2-tiS!{_wGyATmzmMt(e#=B(P}boTlP-
z4KYuPmPu);(enPQAAjAJJi~AP!iO(iZ~S%@yf>wE&&6e&Vcgflbymrkl&?rE^E|w3
zcKU&1J@v-r?`Jb!H+&qOc>8}~n$3!!`x7PmR~pw(ljIlv%RTdB>8xq#ZguYkL(C&p
zpSfCRPu1XV>DsMwG3%D*)r_W?gcUWtp@;H5=BG~$S^B6abW@A_zu>Twzb3?K_CAme
z^W<C{X#enQnCIC|Ka5tZNGb4!m`SZza8Y^9B(puHS$F$4cxin~4fFiB=TLn1)FXe+
z%C1hiGfy$?ZN=&(O~nT3>$ZC(l{M?!<~Dqqkv?~`*DVIE)heH@vsN#uD=OM@H)pEE
z_Sd#qf9fWFYrHwD-Otl;gXb)+eI5UIZ7A$45MrHfaYN!;)+f_N?*tT|?>WM(?PBG&
zBVWBo_3N@Pr_c7^)-hb`aI~lCh|8~I?*6xb^d8xMVPg2rb2?%dzU&dRTNAhXlDpFD
zle^i%3`?Azd5WiS=zQCC%y5SgtE-~zwi71phh%Iosz^_MkkjRz6)nGiwqB-YQ>>9{
zzQC*;|EupAJ9DyYA{kyE<~3Qv9If?1GHk-ie+@p$b5Gn+duIRehEeVFFG`nmZ6tJE
zd3zUZ7wEdMr?;b3Azf|~i>7SaHjZUmYT36LMm^$ZYI1S<m+vDt@uesalhElo-ff~P
z2JULN;~x2(Hd0MHsp2;=v*r;`WP486!wYd+&z@Vo&+5+El7!7azbx7`{hacOuLl!*
zIuydZdCoS^(_P`!cr3`)!{=3~hmT)o$+--l?1vU*kEJYn4i-F2<IwnLIq}OErq=4?
zhi(X6$#*#Av;IheVfvRj<?B8aK6;nRExF$#Pd0Nu^I>DP2alf_e4M5z)1s_$;MV27
zGp#ZUv)=qF$<e5vbL!e>fi0&4r#_NfdF+Er<i~~?4D(hT-|LksRwEL4>emy8#I<jo
zEv!Era9+Va+dBVr;Z_?z{W;Ipo1I<t>(M@?F8SMRE}qBY$~uCUEaB;1^=*gef+_Qi
z9laQZUj%aX2Dhve`gZ!uN2|M^IMni_eJAQCJ~H}sKm8F`L3?MmOO%p_i<;ij<?Y>e
zQ#-S7==#JotT^QO<AL`DMxhl|vpIg8H!Ng5Sho9nq?#Uh@!R9z89S2mdOOYX9?p+;
zofgw(*1DlhY2oywf15i*g4=UH=|7n(w5NIIp5n}$8viY3JxZEWX0TY=lsyn+ahi1T
zw8GnWRy*%$Jl?|}cg(eRKlcQS-&(7~)-tc0C(4w`^g^gT@xc?O=}{5K<DV#S-LLcz
z>91^=F)#jxXhek0BI&Tr3B@57CAgjkB^?nI`4<2Ch=No8qg8!3b#DBgIxBrC$IVB3
z0}Kz|o;cq&RWdp-@P5n5*kv9mbK-KZ2ndNCR@@$cX{+3%jFKr6n0&LmnoIt)Ouc(1
zzG+2lPKz{8>=7NK#M|fAPyf$<vhJfVmLr4>i9JHt*v!P7%g&CgxTGjGF_)`i&f8kw
zNlUCQJlW@WkoAh11Bb=2ISbG3o9Vjm=$XIb!J(X!+;=!T{R;`-AHG-Xa~n$wN2`sE
zlGCrN&wl({&-pWay50X>ds_cppTf7$edDw5$6r=Ha{gWP)1orxhiQ31RqOFRa#khU
z(}a?B=lL1j3H)W6eynKk&xhgVt+&5Ay=R_Or^<S);&0=Qf95?Ne@tEf&v?6D=5*_>
z_{T-%ch@hJF_>=s?oroO_IIydzO9=7?82`DhLvl6oB9@59b}7s&%5!d-umVG=2F)k
zchuNi{FL^(f?*3EyF+o?#g5k;<&&j*te8?6xW5$U{ajd;uttAPY<|hi|4;kB2me2R
z`~RN5>$m^^eQlk;;LH9`@jKtzFHe@9o#-=v`|ZB7@9Xb9`gZdF`}*$xt;S4uLR)|3
zaaZksdSbJm!`F80GTBv6r$4x0_2_H;X@}X_`wu5SbAF!3pZz_}_pfWqCTYXZlRjpq
zfA?a2a&B$^e)fYMQ~eWT>>qbCvj0E%#_=6{cyyrM+LboZ-?d%2XRc3ax;X1^DdVfc
z57V#5oO$$g?YXALeUp<ixPx@QKR3}yaBmk)*?Dr09nZP@OiV^8{XI4xPd87SJ^$75
zT{f(JQ8WDuA|w~2@@g=5JBQtKjPp&Y3{2IK_-Rx4dBdhlQ{|6uT_4@f#}_T|V`bA7
z)9rWacV7LJI5k~Ic!9$F#a6D|OqbI8kGQB$D-YQxU$I&4r%mDW4MxRjrca-h^6dT^
zHeEA3{A*Ek=HJIz4AW)?P5Z_0{M+3BTP0o^p4N(M+ql{}Htw3qMd_EXo<z>;n<&S&
zZO;y-X`C@J(hjdyvlK-6%iI;7y8BSNPOu<f^u5fVnhqbBC9VIvWd3bc{C#lcKj)u*
zyMLX0UaBFMziba*ja$uR-Tg&Tmo99z-hSi!{O=db&KktNUn?sY^X4c2-apq{xi7x4
zoxLlraeZcuR?Ly~_leg`g%vhmsTNsilIwWP_W<*8AN%JEU+;W!xKX(4vBA%cJJ0o3
zHT+u57kBi*tBG%&kA5iC5ij3<Z{7U#*LTyuBu0N1oLzicJS2bHYO%7N%g?Rpu6@oQ
z{cfGYhu4B{Twh<Caavkp`#DMZA2)WplpkzUx_IZ9|2DqaKPD84n_4R;EUUQt`e0+M
zq<wx+kA6?a`<&TrQ9JU=)|o5Z%XxU1DI#xO{QXSBx&Qc0-m$jqy>O>8<xEM^%*Lnn
ziE7jI3)_VEF5Pj(buHfn*2%@oO{Uz;U#a0Vx%v>-!^saDMNgfy+cvW#w=^&LOY_0{
zl0O%>T;=?@+uz}p_&EiIx*s1|4_%Mhv-n9^v;j})DV7a9hn8KCHu|O^^tkc&*_-vk
z7TcCzyP5avD&J?DZ}VTj`Sd*Ybx!RaqgcKCi7|D}y?L8C-Y*MXzv2C#M9ZJ^XWi+)
z?P+YKKFPE1+8g#syZ<I_J*D4pxTS2F)OI6NwSQNxRVFU~@kad5uJ`Sw3!Prv2tB5^
z>-kET(7k#=QByZ-Wo+H|^j-D6XNzKaKP-A}6y&$-z(nbU`FBehUTto+)A!Agt!+qp
zRIGhIOfUSTLxa_SnT$hPU2~Fs_+BOKjtGq7VLIcxX<5dm<h!~ehp&{&9TYx&<>ATm
z-6D16_x2o~e&S1<j{3Y!F17zFqwoINaD2Vyo;Sxh6gP+Jsx7tJyLYo-!EesERpvJh
z3f9h6tnmGoHZ$spy<h+PlD{qOX%e5;7tVX0xvRRyR=mRT`rb48y>dt2)G=H?=zQbr
zmtS*LZ|zVB`<^cQZt;(A1rPJO3w{0+G386I5}hiLlPY1$_Hypyr@U{==WTOr(XxKE
zFndP&#)8)UjvDGs52Tq(z8wxYv6NxX+)DM+mw5$NM4XwlVBs0t&w0;2wWVK9vpl$E
zmNmDeoyEsL9x^SS({AWx)XryD*c{y&&J&+?@SJ4F&+vZ++<)(9H~cjCAN^@oP5vK-
ze(47$|EtQ^KR2vDw%$(f#?s%%wkt1^`_sE=eQ&4RiiQJy%f5=+tnNR@_hwc5x%jFN
z>rd8}oQ$4QG`VxR`=&<a{;U(lldcz+b3AL}n75nfMucX1U%1ZUwwStAf|K6#M6PRW
zZMve(XKM1K_cq_B%B0(o8zdI_v?(99Q@olmF@2WzgoPCsCCVCJM3&5+;WOnkgP+Qc
zkp1!gPkf`w?ik<il(`>bKj~L!_es?kd<TuCxU*xrXBynOdhm(&)yC-X#*o~LudW%F
z*nU6IIQw~(k)p~i)9|M)h106ILKIzs_?$~Of8~(zxY42Gd?5AiwyEWPTvMLDot==k
z^WBNtr))Dm-zl1y`=ToEr`f9KDohs+SLv}d9V`o(v|xuevwmOc8o#yXhks<}-QWA?
z``4N|a#8s$LWe$luHF7~y874GjKNRjXDQikdhlzj{=^pTJ-g@q=3OnD;rRdm;sXbA
z7AX9ak-ed672r_#s95!-mXkE6ujI>$8ISm6EKQ0<uLjxu5lC@SYUnqt$`5mLyKk~<
ztBQf?M!{2w%ghZnc3-&jap#U8krm$26FTR7T@do{#z)=^FB^_hRpu2^S1(qYzKgjf
z`PeM8tb5bvIeTWQUwqzNz9vb3`$RUTwbqSu74$Xl*nDAMJyDaNE1LI%xt98cGLt-3
zBg1P=*BY`KJ@{L{*PQBl{(X7n{i(k1vmahrZ}`!j`C)0qp69Ae=6S(xQ%=i0Ij3q@
z%wLo!;BULBiHCPbjAYVIF<yrY)d9sXp5%xAov?InipXrSa~j`uD;_+HD&1Z_VS1%?
zT@|~2NU&U3#G7g{t&-e5U&M0q+(qu{J-ZXQKJQY1_Wij5E@IzPrEh&H{<c8HV`I_@
zJvNoEC*`)B+@!1BrEpKi`T50NUlg7^osjn7sFbP-hex2oUxOXxhgbU>O}@~)n<J~S
zT%*k-SK-?cqr^?p3%9*{>zY%r!fE1*6Z~!lSzDA{n^$g7s5m<J@D1&a(slCUk{U<)
zCok~%*tkfo^M>`3<j9U~-Qb~I?P;6=6Ra%u<Tq=Eo0qpTygoJa#aWl_7n7szzv`{|
zB5~)z-h^#JYkKld88o#>$V_`7$JKQ4#glKW3X5mH=o0oX7BKrY*V(-(X3nz@J^vCT
zJ1$F9c3eN_c;IW>spf4hrmuL6Rqs9L=qtQ?m_NA6W97k#OrjMcNi|CwR<1ODdN#<+
zmwD0~>FV?6-UobK%62VzfkM)^=u>IVK7}lYj`JFLYEMyiyu0Mw*ZAdK^SG0j#C5qh
z*-j2<>6qAatZdR6QRbybf3CZ5ro2Y^Zihm7-t-p-w#1otS2kw)o$QTF2y6*X2x#%u
zD$1PRySh9>(_OisLrWoemARtG$s0u#`9F_Y*Ux-=g;($F`2%k1A3yvNUAJkWo05TK
z>2;4}aWmDET3_Oyr@a0tvfESOOknLsw%J$ZnD=KUU1H+elu#)Uc5ca^)W(C)Bp*si
z$nR#p@%4-1=Y`JCjw_tGw`apT#~a5VNEkMq6+Yg1zgx1hiPtRcpZ4Pu!5h>$Zl($>
ziYm79d-vqp{@%Y5iywAud%niopm%@L|99*@@2h_}eY^is$l&mS9?Qr%x{F%hNY1jA
zST1<wE_cmO2loGy6I&i^JapiO$d0&@B`ZoB-mJ3vWn(h^yE#)|<s!z%OWhTd9zJw!
zyKH>+`GJQSGOK@e_L%<dQ21QQH0zIp;+4(UtFvaEOAh?D*Z;C=`}fL_%X){W&78w0
zlg_2Fa^2@jG417+TRt^#8D|=nZd6|=eM^61KKF*+MXVgUTkhxVT;TFWOhWjvyW<KG
z?vAJpPm4@d0;loakyv~r+jhgBZ5LQ)->J~t6T9u)juhW>3v;)%6g#z>a|Ne8c(Y!{
zfX%M*`M#e#`_4b{;@OkJv&8S0MWw>Uj0T(2xi6~Lse6eWiMjlB+3Pbg?mC?YYgepE
zxHr`jw5!4F?)<pamXtNAdi+|_*Z4IG9ZWTamM$_43%+Nv>OEW9U#1g&RqtKZ$_ivX
zEv;9rvHRH<z$wWkR?^_(oOWp1i#5*!QY?12^BPQDDDXRqacA%L{!45#4W=Yqjtdn0
zzHGak=tWL#lg(mvt8YqF?zz8Vb&8G3YA>~p^UMzlGB;gn%axsTVzIHC&;`ZIjVJrH
z^fc1N-d~BWUz9sr=6I+=)q1Ths_bpCb5BdlY@e*~MBOb}<j2zu;p!ZfXK(-Ibn+0Z
zOKl2ZXKkD|dzZH3iW6V>)HyisKXAAfaPo!aB;zYJzD)t2&R@(?;W%6OMcLy);dF!Q
z>u(maESzi0HE&15c@KeGEB_0h?p&@DC|_Ute)rv<weEt;-GfEHC%sX!TYn|TiA{lv
z(IU3-LD*iSScl##e`fD>Df5?HvTxb0!rcKu)sMR3?oCPF(R}V7b4kXxE8!0IS?_+V
zJ5ao)y(_`A>P*2mhnt753LcxSak}r~$*#Q}>kkTDunwG96?wRE%CSJUr_ptOB8=1Y
zzl8Pb`SoS=7b!7{PkQ?GZ*z$5zAM+FpDJiAtz2j7XER~yF>OwPWBU5l_P6#vJaZ<A
z`zY6^2^JlbR9MTB_qTBF*b)`hC(i#ssXpn1|LqGQxfy~Ce^nTTzTNj>x^wPFb*j*V
z14{+|cY8KGa^MQwXTxdmweswr-vyh*z9g!@j)=MSVQJipW<N2{!!n_-17)-r4=%a$
z{g_KfjlILJctu0E(sxa9CK8S7wB)9-G@rQ1IpbFF_RNr{SJ~dLnO9qHXus#cYp#{%
zr{_%yE}gh^Qv$!s{UwzTH@$oL;zXN5xvis`)SEZeEpI}P&vaVXsHWg%e8K8<aH`-F
znTDGN2G=E7XI1RoHuX^_Gi!gWVu<IOjAtHN;`4cap8F8=%G>8<`@&y|E9xXx$+x}o
zHw<}MD`D><@%j0?R};Cof=Vv#J})DCr{`RuVCeO)r_<+NSLJ=1_qEyhMW5HF>M!1!
zX>G}I*|r8h=O>?-Gh5N{14GK8LP?Wl><Z<1&v&-+I4yr#G-FG={e&~mG>f0yiV?qX
zGCrln<i*o)x9G}!U)iVaoT&LL_4DT&3tQeMAB>p9$8q{vv_Xn>`_F*IQ%-L>8_vls
zvFOWe{f={fuRB${qHXQ(O%aoxv0|Rf`c*b7L>o={o`$$dX)Ktjk*{#IL~Q@bZQJ8{
zo|)t-NyyKA@v!T_@#{?+w%Tz=I8B*cy}i>%l278yh9i4+^K@tnu6gmhAaFrLz>$Vz
zO|2OhmbXrotBP=1>2da{ubEFouHkZx7Tt}z*H^{)^8I4E%Ch)!0N<O>YAuYZk+1T_
zrCL{W1g~&%zSneT=iJ{NOh48<nKN@H!x^8~ymn5Dn7H_QK3v~&K6LNOd$}x3BKH)9
zR^Jpjt?r+cduqSuvTX;2=X{E8%UjwsUm)_c(&7u7dOE*b9pgM;_(^H~hQLDCnt6^>
z?wClexBR?SdrfDyr$)ezg^f0A58P~DR_+@b>nhWIl}Dv-|H=QQf}Jngg_db`UXR_&
z@!nHe_BrR;+gscm3V(jO_y3@Jh*Y`Hw<U!+25+@GxES5S-F~e*rV{i(Wns;v1)Ia1
zPVXreFgmv&_2+ZDbN@QOv|X30cWk}4>FlqS7j`@5+pKnaUs?6oI`oBT;04{P<{drr
zx%T?xPtpIF`Ni$re!HaO#Z}u~-rL{a_utaSYs<Yq-fVYD=fzBY+%cu$*O}0lhK?Ip
z5A5=gZ@9yM?P!d{>9an^czpR<_MUN(R&3q!=Ca?Gl|de|lX_ccJLd&d3;iy1e0rE^
z-mIv{A6D0wTQBe5kR10~<o?Myg;i6_`z>WRGF~)X!)}+SnC!7(;q8-$_2;jT_)=zi
zTJGTWR@Ie%3L963JT@<t@tqX(h|zv`Q`f8X+Y<_RI0y#LJM_9tC6l#OrDmdlo?hn6
zzE9kzMSt?|QEKk_ApgVg{U^uP`+|EU)wNZ$^r!o{?Yqujpv(86xoTdu&*#;4X3opB
zi<))cok{IxpHQwk?L5bCN!2=&Xd_jg)sv;ZolRmtCKEnk%XGVf-8#!oax}FiiYOhQ
zul;Z3PCZMFn5X6j`)}Pj(-h?%G0V|4a$~-%%5tfMYv=Ci-fccN$2z4n@2A<T#;2!e
z{7F`^-fAOdQL0{$cp%N2G2q&nl@5ovEw|eEy$}DZ!Svnn0uR61ue^DJH=KEj%Ih!x
zRjS<-Y16cBzMJILgPga#IQtg<kmXSd*?v#1$UcHU=H4QY3*~pKz1OLxzI}YYv**m_
z_q9{Aw|#Wnt}!j}Zu#by`tJ)i|N1lSaP5k?>>HDAPxri8{%_{rnyvB@n}7aSD6?L4
zb#~qC?flIJk$1N+dnB?&{=dU>=acS(#(j%Y5?qs$OZ%oQ(p+fwxir<>T&Pi^Q+)Yq
z)_Y&s%2xIkcP-tvS4DlpuVX$U7Y(`ZwkK`$y}5JKvp`;fkVU_195&Y_$UR{^adW}l
zAm>FI;SY3KKM7sA>EgYpb((|I>7{peZh5xQJ4_)s?)qXzGe?)HR<on;+*l<eGC}`P
z_8U_!k<8xflDh-U%-zb*Z{l1PVJIwVSirn@qSbDXGe3X5ep&q9W}h{C^6xKN3WxY+
zi$1E66e!>|notwEe^#SFjPG5?H;>)j6}+!IyDyLpw+l|Vep!2u--L;g-o-QHa;7r7
zy;_iYh~vSh)mIbVIUc*gwCmoj6ITkBeRx}XMRSGr!jBt&S{|`?l%CZ5D*lvRuEoym
z_ZQl_YhC+3FqHf~*z}KeOJWKCf00`oR6ks~lGSKdQxad&VkWY(W%m|E<tDQyUSEE1
zQOtMkkGXZJZOT3s>tkgv3@c1d6fw7F9%lA=RCw#c>FRmj(sBzK&2Q{)R@(4s|IL~A
z#V@uUsNB<JCNjC<?#tL)0<3lJ8HX2S+tpg%E12zdCu_O$%FC0?S@_=V{@j+@^v`sU
zVzy8J=eA9st0&yN(PS=?cVgw&jjuPP98!L{FaEr|=6>Hfd)zf^_5Wr3d>LC<>bPpX
z?1Sek+QdFN&C@axejCYhNp5*bx5KPEkLM{)_>)!E=5VW-r%^>n=biclivY2dlSPgD
zCO8;9uX_IJG^ffzF<F%f6Q=&|W0`dF_|JPRmoAjgf4}2(9oK7)bi>`tdF)$Db<*}6
zSln8=sCixZyFZPaHu!!0SI_l&&5i9EYaY8!3!kL@i}`<RYiZl9*#9$2jSY@3w%DFj
z{lUYLCsF_5SJ_RA5?8Nqz3ZZvcl)T;`;}blPrc(fXT8Q?I;Xf@?gd-XW{oVFfCOJv
z<3ByC$|4r8=s#CdFY5h=RdUzPx@_@3N~_X!y>7G}QLg$MDEA^-q9%a(XS;ZCoB6@R
z#e2(qt}ICBURU=2mzRsRWO2|Zwv#)m9H-}pEp_i%zCvr#m7H}Vw$EOb_P@*C;Oeza
zdlHLU>sda>m=EieR8wm|owd5~Yu=`MP1}p@d+zg3DeE=b&ft|)FK~2Kv$Vr0p<5fg
zXS{R0CVlz-#yO{(;(Sacw9fHF?A@H>{WL_PH(&RZll4nppWO9_8D_tX`kSiu|K`-U
zO6^Cdip<)xzVt}^+s*c09P6jr>{{zIL20qykJX!ta$UYXue-SD@HdAia_SE`xu!X%
ze!sf0s%ihKF8|OoKUQB+7plFytIB5Kw8h+?zRi2ls2-qObLNn;*LsP5<I7w2+<q+M
zWxwNld{pmyZK)kv&#ryhb+VKHu3)p3d|_<&t*?LMb#A$q|Fd>;+ST>YWvzx&tjddh
z(`pWX$ZLIGId7SN>S5)F>3VV}tMxc$TzwyD>Jd}Nb#37xfrko}VUjn}1Njez1c<yT
zo~SQ0b-v2f{pAmy?R4#VU>}=zXJ#n#>4}%V?qol=!f6+)OqS~0z6n)F7nW`RI#r8N
zv$Sf%l7mU5Y+U-OtLi6(+BW-y+8m2|u%KHkQ{k}C5l_uq_uH#xU)}noYqmh*`@2RR
z-ew^!FYf+#y4c3*cv|n-?2J#PS|VrUxZBiuL>=QYlT=eC^=!A<@Z-VO^3L{k&wp{$
zK44Rr&3EdFOzoLq#SCqhxqrOE-DkWEJiNSf$NK|U)!grVWAe&8Q9Z$W`lnffukLQo
zKXH6w_PxFh)2byW-&~vIswSveZNQsyV#7(Pd3QauZM5e||J1e>JbPD9^!A@H(^P)<
zVrCY><&T!T1)WncNohJW&3{Rd*v?C3Y0D}F4j#J4wU0ATs_IX`!OebR-me#|ih3^7
zb3jS<b7Xmp3}2@Z|IX@pdtd8E73@0j=1g*^&Z{@yU+F2tTsX(Ss^!7oO-!#osU_8z
zD>&Ot6P?VX@omzl3D(nR^fFG{_S8OC^!f`2KZl9)<eD2QQm62CR|?GWmKP~*VtxO3
z;qJ(j^H1`+B_HK;xvjEn{bbd8E-z^Z&a2gS>4%obzf_*A|L@JMe^=J!W@S6hUD{Uo
z{j%xT<=L;kznW#`)9Uu$$lFo)!tbhA`i2vepKPAHbVbJV{38)vUseALdK)e`o%<^O
z^m~q{H4kF0$k(agdsc2UyLiTZ&v)M&PdV19ujBt`vH!8RVtss_yMakk{ZHASbD8cw
zDrXV=!m)p|@6S8W%1=G|SN_>rF3TXITzr4<g<Vm$^Y5Sh_}A&MyTilclmCBg{r&p*
z`&0VcMQ8TrPFYveyo+<O!Or`U7wU9nR(uY87WP$KBBXeN;`ipg^RHG<xLM+TbA7|B
z()0U%ERw4>X|<jfSSz*BymS7XYu>Y2_bk|bCazFq{`oh$VK3xavktv8*!+CE>cccH
zr@lM^1B>^EKcubmO3U9nwR*;0uAg!b&b~KqyqEAT#D7`3VRiKcPu35a8_Z|ePX4vw
z{F~hH7Kh0TX6}`^&RpxJ>U8W;r(3aIsOZY&k-N^g?)sROrSDdMgD+{D=>4`^lYffy
z2UW{Y+pTi@Z_bVXN80{6S4FT$@~;-yo;~fvQ{SBqPNp3PWglKH7MgWRO+ftV?BJLs
z{~teLSiVi0`HpSaY2~JcOI$B<tbL)s`D-JyOUja@v`L5G^^|$amM}%t-CQfXwwNVh
z&aTX4k#l?{;T!IVc9*DsJ;Gbpa_ZkFHRov;XY(rV$k>qGdE$cbX(PX%Ql_W3YVlor
z^HGJ#X{U@S!||YtmmY21B`lqwS*llgS8=zua!bnTuC#aef?iCkYSpn`<;cyo(OW1{
zYGcBjc?H)^H|Ng2b1pk{>Tb0dZ(CLU87Cs-*51p0HcRP7ea_FFI+HDp!xN@V=ya_X
zsb9BDy5dA^xXg}yVQqJIUTMu`cwRYka`RbD4W7Gi_EzVFgemOMTTq(dc0OauZt2ud
zKO?5Ue3K{H)#Q^Sm>~8=#Fk0N!N5CY@xk{&8e$6+ozCuBdA?E7;^~2t#!XC4lOkky
zT-UlCBYw;HjnfUu&XnU7g8pLccUn)CT?%=lQh0B^;rxL3WoqU*=G${}+PRFTT)3;$
z_55g^r0e~Cc?(^eY_0Yl65Tf^uV(L`nXhmCHuxU)#@N-4W%{FehqFKO9`>EFP%dQ`
z*E)Tdi<QsxjQs=STl4)AduB&GF--QFa)kGH=8vlmy|1rGtHfJWo^rA1Omo+=i_^H_
z7qew&`pxQ;ouOwUCFUB}?S1#+Ijf5KkrxXd2)VP_7dEZP*f90riaAdjKP?n!lHgu^
zL!#>ML&vm9YJL~lR~(B;b7!8V!0A)CvD93$P3xMV%dtI@$KrBV2(G(1ebvD!{(pAe
zv)248WPQ2QrTu!b?aakFMpw*&INgGBw*8y4=96g3%^BBXS!OH~>)DYW)?grgC-^Zt
z>ulZiwk><xvku<axLPB~<f6_?KfguG&zHSQVg7jWfbY6PaaU)uS^aI0dyvz;V4B<I
z^|M}d7Tjs#X3Sk$os#djv%o(=ve{C6?X(ptH;gT7)_wj|Q~T`CN$;9HC-ds&E$e0$
zTD50IPl3$U65c%t$)y(?PM&{K!5YZ9aN|+WU%M8ng!{QQOpgD1M)=T_mG;|X8II~)
zQS-F>crdXcZl!GEu^oIdhdH`TE`2xwJtASvyQwEKMEQ<>);D*#I^A4lah981>QcTf
z7wvxE<SEXKxc97`>D+E6b$hdIpFcm@<N4w0jw2WUa^@`CG;_LbYwg)!*?S*U8Yi0@
zHR#+s(RN_vjv1-U@ykvb<t*0JjWTiK-l1IJbm*ZdXHLTumTg|ad(;|r*B%aiXZexo
zT#3ORzWp9%<}7~ua(_-ckXfY8(zlX5_O?PoB$HRY0h9WT5|zFqr%(CFW!2sHO1Ry&
z?)kD#J{$dlTX|bb!kMCVm}kgdxg%on)aZh1#+B~ZeFt1*8)gYVT5+%T_x0k_+XE{X
z+cpNL9ye%Qdv5N{vmZZfIH39T(t&TyDUm{oa(olHg#JwYvsK~dtY1g0_-3dzRc-wG
z{E^>>lJ6&D_)=E4&NiBU*RIJ<Dn%|O{8^Dd)9tGBb1q-A(I~c@vbHSxnbNA%b<PJ$
zB0pCzX7k^;V!3vl+^NiLxv4wvcqDW`?d0Av_wuuIcc<?3x#)B@U(nV{DL%93l&ZgU
zyR2Wr?zxwi)$U=?5`Pry>zTPAc2oUEA){6Odvi<|o%%5Ed})@f_qUMiwkn}K)mB$-
zmu<1|Hqk2=?Yz}I<y6elvs?Fg^7e;tUlo3>`P6CmC+<W2T>R6y*LL+q)oEHDd$6ls
z|3&dBecyYQF283T+4kFdO8lqY{E>aV_6tvM{Uapk%zjG$YaJ)|u8^V(OFh|w6MWOT
z-~QdcGj#XK_s#ED-wo0Kld$!INTp2Xk@Hd)SFW%7aM<n2aS45WjfLg+tb!Om`fR<x
zIB&_K7*_wB(&p83?@ul~oDlrQIk9(kf@pI``s~PS52y7+O^6k6bzYa<@+qFPXU9sh
zRbGzCTQ5YZ_H!gOyWaUGT(hMq<MZth?%01jB&-%RHMJW@Y?XZ7u{&#F^Zx};pZA4b
zOsRY$d2F7jQR3n-S+_+YTQ5ABE_%BAv3Sicn+Gk23;+KrskeMx%qH;2lwaCmecROu
zn@WGDK7Rj!<z>;ahO2A0bDUjJ|9o;R^Q-GFyn#HgUt}!|UGwco)<Ti})<L>klHT~w
z$Xb|w=c?BC-lt1@Pc6D1sC#9{>h&x0^lzPO(`f#Az9`(a^!MRs3Ol>!6o<cGDYk0O
zC%3HuK@;qEI_$k%b|KDsLC*TmzlEyr?~2NpQ=uWZR&3U@l_eAEEiOHu>UGC^jlv5)
z#vk*0z8G%unYrKO((woJqA$JQZOvUVV}J1y|JMskmh`WvY&)}4zvs)*6W8x@gLip#
z?$~Q|={b0p7yoQKd;3e`eyLkFmwa(^tFC>rVgAK^vVV==z5nb~%PNwz>(zql6*sxQ
z+D^LY7x%ui=iAeLE?M)rzlxT;d2!(Fi}{6B-;<g+?s9$oc~2_csWyJn#dlBViU;p=
zTC)EBsSNqMP2zH=GxT4-{n_*F(Z9-z51AEr7fZfv%wJ?F_~x^r&E^xQ|9oA(Y|DM=
zH`0&3WdGCfxV$g=<3q>D+=Hv$`qtI5uR1Bf=oDVSQ1txT`;QDMX8aGVM7-ZIU(7i0
zz39#1!>lD&{;xWbv14NC60<G8uQny!`SJM8o~-QSC-Zhr{HVHA=!N2;wN0jf))|In
z^vubB(IWQUjp4{{fxP`Y7l<>b-8*pYtYgsx<HOulj2m+9>*e3F(tob9%xJAy^V_ZV
zo7Y+&owb&YZS@^l@&5)Z58re4ezNS5QOUaCGR@sz4)*K35TAN4tJ0v^M|Mx-4`*4g
zWf`Y~^;&YI!~Z}26t?nq`IfGa-wi)lv*ze+vDy@RLjIztaKTlcoP@8ho~IoseSIZX
z*g<}!>>?et_Y7C8C+zOYHB2&K?3}ngf1S>UEJrs%ZdV?)qaJn_=j(IJs7tLEpT?@E
z!s3`V`N*3)*{7JkuMCk~b@#8lS%`~-<IkB~q4zx&czFMmF;(7@(HQozr=UURqloO4
z8-G5rt`(S2dhxyK*_{&<+%>luJX{s~EM!k?$}{1IlNQfT7LYh(!ezf%cw(EU=)>UE
zPu`YpZroCDamIRmr_k*Q=UCZHt&dC2+vumnmgr=lq{O-5aOb;H2Ih#fl14Fg_Tmwr
zqzbxwlX}kChQ8Pt#N%dQu<vPdzzp7bN4K~J8UJE+_<q3j<;SVkYo+VD7O@IW$qCq!
zUBZ)m?>Bc@025zR2<M{Cm3yt^b`=L1TxE5YsuOU0+AwQ!Ru)s1#p{KkFBi=c=TFiW
zZQ-%+*z(|km+~addpCYx+_zw()nTp86OYR9IlN<c^>y#^wMf!dw<^$2y_Iu__2-S<
z>CXFiN!>5z&EekvamR1*zr9|wW@bojW=z=VE6^`36L_h-CS$I9jKb}&oaz=Qq~z)}
zjptjj1$oKxbp?MhTQE^p%7snGVHqF$)!f&srQPQpn-*Z|R^I&V_tZqQmYXXUoLnxt
z>}PKA?rgXGqV1g%JjK<&=PYPyob77UF+n2Y^pU+y>&$)M#0tnPseBf;M`x#=>ol{d
z#mmC2Z*6B$E1G?OmA|E%&gvbuof90AWEtICUiTPSF|DhV-!a8^g6k6IloKxYAF2bA
zC#6lZ7n%5O^KI!BDxC6XKV3U`{Hq7^A(LsU?-VLrubFK8;JK~!Va56x;(n5ogk>$(
zKIfBlJZ7xHZ}_v<<QHpQ`h#nm5AB~Dz2aHC{FFa4>}Re@*A2OSXJtb{S*!HV=`I;J
zTfOunU5>H2?-i11kr&({xIc1bfvE268`q>$-6euU*VUe|+2Wq>knl6&c@g8!h_;5b
z#w>k%e$)NF-pr@6XB_a;Z8mtwFzuzip`hxnfZlDJ0t8tuI?c9xYI1sBr{tr>Oj_Xv
zhHswc8BG_PGGS+4<&ItaGb(?0{dF-gPEG4w^Gy2SkKaW-X^Xmc^>XNjJ2<}IX?E@J
zE!MY%-Jeq4S-Y|SjhM3k?joJ{Pddexel`D5()~y={p2>^^Y;@1yM9*8b3M6n3TOWE
zty@p-eJN`f$+LJ7;~tGxsWr3B40r#%Yg_XBOKEmXyH-wEb@|udG0x@%bC<r}uFmE4
z%PFLh`_)e0g8LU6O>ZA?KAS()wYpNc`cJpc)}8D-=kx}B+VJiJ*Oop5=Vx~qlLSw@
zvOQp*-f4Fu{1NNL#_B~6#SUsT@A>vD$xA`y|I0;Bj-OsR`~I>y%D()ZOFidmpJK{)
zZu{OG&LjUS_Gnpqjp>B9KNfviuPO9J^=16#@7YZ|w9j7&Jk+nU&}`+)H{r9=mu(Gl
zWN^+%I9S)5q`Lb>KdaR8XG=q`Ms3^U-MV^q5brVGFB)k(HEp)&Pk%3z{D3c{LSW|d
zMHy3k%Y-)^w0L=T#?Ic5=<}0zheRJ;sHtXroxAjn1e=flF72z^>|*w&z1H2^pXM6%
z+Eww!0?Svw7-RFMHbvOqe?GnG#_6@yajV`M9J>_#t}t5rjcTgPp}Z44A%!t%-`r1}
zHHdaTdO&*3JikJ_;<pTQO%JVe@lOd~#Oiisb#L$Ax7O`5BbnRZiA8N(tY{>bsypTB
z!cvb=7t!}#FGSKF$k!a|tIlBw?LIhhv&+-jrv6v&O*_4Ko=U0Nh3mP!Q(o8$xGcHD
zVtKB1PI9l6-QHP3X$AKKIi7glySR?;n~&mzy(e~Oy!y>57hEbl<@l9_%yG>#O064M
zO{U53U7%jDTEOG)4_`%rO`OxW_b!q*e3!UPfa9RQ220UlYsJ$7d?HMqPoMU<Jg%Kv
zzQ}fBh~N7?^9xT|CqA`w`oP+(y=nH(_@de8#F+$d@;~R=ew}A>;vem(H}BJBj%G|`
zNSCT|U@7E(KJB+nWAX&U=HpRs!cPf(x-|brQoZHBg6_Y&wF7>8@IP64TI~0{nNpsg
z+V^NZS*owF;r05wjrJwq>O;H#&YW-P5qNFip_t37O3Es7yZ`PI;$C4hIdh|b)aJij
zR|@V<*8Mj3R_cc`sS+-wAQ5FA(^B34VY=UHjsL#h`SiAc?zhz}KHG2TZ%d9%ZFH)Q
z>i%o;WY;~LS<i(}_sRwPC(Ltq4Gr@5`?Fs%y#LkC%_;uEliEJ^udeKV&{HL_@atTI
zCv_XX&pv2-qQchw_UG%b=T(1vd~2QA^Y5BJ4B3~xzn&ytzuO`0t^SG=B3^aLi!UFx
z&<uU5?ke&8fUQkl*$wflCwi@JssFgsu%#vI%ltEMFFmf7{gy3x@U!eU_4k+WXM7go
z3sp9se`2%Mo9U&KQ*N(&=j`bEk#W%#tDCP&7Jso|6%)|%3p^sPqp@~Q=Tq6}rN^~%
z18Y22ZEcQR_0&4S_Rai^4ez~Ob~lCI+j+d!E!IfQTq14W3AW!%x7NFDi0|EV@AJ((
z*URqvqU+2bsz!dkn8mW?%Dr`N0e13%2P>tEp0CS$?tGP_=2CNySjUzJ8b9<DC5(3a
z7O(hZuQlyRMyqt^nkEm9AdYAA3zAP-U7ormEcsmjvXH!a8|(LPui<(cyXA$;R=Ir<
zo}8T*4(TRJEpFtV!p;|B`KluNpxT_7zT)ZpK~*9-#`lDx3wW}&sVFRMU`n0KYjnlP
z;HsM9Qno`+PilJ|;X5h8_0Ij2wto<pPw18l=|-xX=V~S_x}UD1ZZ%OjV25#o?u+N{
zdz7=<r5Bi8n6{@O<~V=a#ij?M4-Mk^Jj0xmF7ogBwC(fxj&<$d-78+QvAADt-t95#
zNaxeFqDz)nADFqhA?sA2|J^vQL#~rlRTfN{-dZ|g^JCea4PoAwneTVJnjtke{;sBw
z$faGoPu^ozxN&PwaW&JAm7VVxcW;|^J7H4Q<ZZ_)&-ouwWVmDap{>z4|3T>sU0K%H
ziGn)8PtVQ$6CtwHa(lMkndx7uT)W+moZ<a{Oyt!In?K^>uRdI5V?4;CKR-i!^~FE)
zTCJ?Ue>wYC_1$IDOBa{AbE+2{SXFj9T*UCy20oFp&A&4Qqa-_0y21r^aX)<2n&DNV
zpeo9*rm(%sy`r?;%RXlH-FM+G_ts7-w77Lw|LpYb(s9yP_shKLTVMWy)snTIpKGUo
zRMThu>07$mpUY452y!#H(fhjU#R*oOXI6_(yGC7(*m+=QUM`PU^{uXhbt{|74u=%h
zT>c@w-EnJn)A0@VGL8mQPb^CgXWG!jv02D9`2$zT`sU^toNpR-vFJL!zZsyv`ou+f
zg^F9z^OxMc{4;iPTh#XI;`u3p^A0?J_FP%{<vA(gAD(@x&)@NHv3K3IAl<k<{;XWt
zp`xbpO*M|iUvt9QMYZ>b^6y?C6ty?6`dw5KC*PgcT}#e=ecF_s#bb5YJnB#1PA?tr
zb+gYOke=G35^UMkShKi#dh^1!-uI79kq?qOwNt$&-m9@7=E;+~NMG;8Yk1hRXSSSO
z(#;jjHT?rmkNm0X{R-KOE7Fh8(e|3Ka8-^-4&RZm>;PNWCN_7z*tcabmpL5#Gq06F
zErB(|^wsILNpIe`c}aGfy?!lbb?)`a#m|2<y*sE{y-w9{y>*!G(x17fR;`)N_IW>V
z?0MDPH7m9-g$4=VE15gfR(JJ`DUMg>SB5)I4_JBFW962AUsml7lgd6X7x#YdqK!TW
z6-~-&^sFYHUhSs)@<GS8XWKPb2c66a+`Olzs;y+!U41r=*M>iD8rdEyS~$;a>5nx6
zn%`b~E!k*zdh3Lli+Nuy)8!CXO?{EF_7_i1xU2Ad?W7MC=k1C`Pbe>&T(l_h(W9gf
z@$;;myLzL0SMB=f);)9Y)F(m~jiyVU#ayxeu}Q!2X8-2Z<ysMbpPlC^yInY8IYnra
zPMeon^tGqkZ|sPyDSq+c{ZiqE+`Inj3Og?+vx+5!JlA{S+MJ=Xd<%QqU$(OCv+7tC
z)64BwO?hpdRkmBvVqW-iskD|1v&-{dasN&#`+R8rnwa}1SMQ$sD8zPJ%*=oYt&Qf7
ztgJVFaM9hAR$?joOjpc;@AcN)6b~7X{ma+)e3zK}K1|-#=5yxct6~RZwO-yUpSfn5
z+u@Mb<30N}O<wfyyiMokoXWX7J6E^#)W5$dJ>h4WO%?O1^~`~{Ci86gq~HB5;k&Ww
zCfn)xR=?&mbFAam5LJ`1^iG@78Ie5I$^YHI1l{9dIro<C*z;B7+>Zk%X7Alo8ngK6
zC$+D2S5^p`drh5wM0V<plw9X$cP57#-r2eM{z=aj=S(lo6xw{VCgDzs`bi_foB1As
zhxTxJ@d)&;tbSK@?MBmm)eC{zqAu^VZmxL!V!n$?Ntae&?;5vK%g9jeby|<->}t<?
zpzyHBCsS|QmJQKP-idA6drxv+I(ERC?Flo>OL3j;**+mpWapikUvcEMF@NonHPifR
zT0<5j&NZ{*e#DTnW6H$+e>nHud&+H+y7knS<G-SdpRePdpegh2Wr>e^m`P<NFZU$h
zg?{|+l$^!Xe{I`5Q$sc80=Gp_`H7WvYjWKehdmRP31iDBs;)Sb`0!d+fX3R}PEs8g
z)3V&Bd){u;EIRt;V4}50?7>RL=X#qr)F_ABx^go;`hIt@<_rVZYFCH0J&iYnyYsD{
z`?4&LxfqhmRxp9XDEjJ?=@tvxBQA(NG~_Ncu!v`Cv9l9p=#-lF^@CRXIhN~p!&*Wd
zjbaSltN-g{+@5fu^3hre6%Qw!c^q{LtY6+%TYF93!d>~=K|oAY-{_O^quDA?Gae~0
zXsMqQ-6G``cyEe)%$xZOJwFwjc)T<(IIzNVRrHUEN2}fHmu!&ty)@axbII$<h{+~B
z0xWy#EZ@p=I=FW=vFLq~{qZ$+?yM#~d2KOyXEnpO1yi+L6=xSIrwT5%JE^?fIqz%4
zy9a#S5wgx@dp~F`dbcv8i~sYww>FcM=W-<Mv|eEnWw14{KhI~$>9TG9Uv8ay_3#(}
zJ;xB=#&5eg-(IW#FzeT`EA=1Td?yI(`q$iH`DSX1!IgzMR=ask_m}=<cT0O-W47yG
z^L@_)BIg}sT-e2$HdSOdB>ZJRpCY@G<74F_eXfaGoIB$GFTBvcxH>&KwZ!XLH4FQ`
zoL_sA7r(OaFllp{W7-lL{X8Zz{8ahEfUoka!j;v;i;{0gJ$v^3<1c>c&^tm)Rg(|4
zO?B`v`u+Ao<Lu`_KZ35+N4Onh5nizAaM?!oo}SekY*v+a>x%wy?J>BrXl~z%{}*<<
z9*FtA@fW|#@wbj=^Mn64N}Sv^Ywn8w8+>l7U#pk66%w)Y&bo6K=4&!LM4w(TS+)Co
z(whp$`O)kR=JFO78iW6Bf5jl;afNZky=;pqU-~DkI-pm4+jDyDZoY>5JxVFB7%INF
zWik}63$K@H?(ua9WncNw{|e)cwmTN$Ay*i0=<!~NcsY9wv%)R;Kv{;zmWG~%%t0kv
zUd+)I(q&(5`y}M(Zf?e$Wyx}SEE^)F9I7iF#h5;5{!i<j9{GRCz8#?)3<^qjFW+^O
z$=dnk`IVy1H3x)6f6hJUa7E^3^8wYH=YOf2w!Y)xJSgy9dy~=jjdz!_O1m%%%&7`n
z`s@1sSBsqOpM<S>F+W0QcHq0HE5EkvPnw&_5XZ{xU&32<a$@g{+3_En->5xSPCRxf
zQqj+H_Ls{>69ac@avHHREZKa~O@-Z3I;L2@Qoh7+?|Y9Mb9dyh8vRIMsO60g&0IeZ
zlx{YJHyq6{bojHqHT%NeRr_Olo*rIh|ETZ3=_>oP2LD7?*}u9i93%ZaedRyDkjv^f
zKYCt`|H?QoXnk3%#=+-jA1(E~`6+zmzYfoz{Hy<c`nu@t2d1m?YBL*O^~aq&AzZy>
zzJubv*Ny9g{=O`pzv|a&V}V%}Go>z{7N54z;s3l>{QJI(ul#4U^}>(uEB<YpQhhw6
zzI5N6fWN$z+*xs}e!UiQydU>9{951i)&JT)9(<(o+Iy1F{<pQR#k=>t;k#yWRbGA1
z{Gh)R`8PDqwC&;F$DX%)r{nC+)632X=e(QvcjkhUhdWnSvt8QjRVUvtYx=2wZG8%p
zSL<Ke;rQ+O^%T8`iM>Y-H8*T{vtF-=r)Y)bgo){PE4<{U|E)aRHs$ZrRd;r+eV$#G
zTJId{sB7QHcy8S>-`cD>lm3?OnXxb8Tl-V%Q(E>`?e>%V4*N0Ko$3CQvf$U6H~ib=
ze{Ztyo9@2jwvxdM+1&-(-|$bUy%}G!dtvh?dyVAxo6~lx#3iTHKQ)k7yFdN!LE)ue
z#otZ)TgiHA+ME7I88@mgPqsb#chmkmb`cjI&w0bYef@o>Z|vMJ%cuNZsQ2UisecP5
z{1iX+?^@=sy>l)#*S*^2@8$Q$a(;>Y<vqWujtd1%EsT3V*)1|8>9D$JQxEfm-;S%S
zi%zRgUHhQbKkAO))oHJ%`9~>j*;ll&RKVs$=3*bso5JxACzlEL-im)Zx$478yUfIw
zM%Gp5KX{fKc@;3-@w2gfGx--o=#5pU^=mH4@}~EEnUP+5NtS<#?GF35lb5~V-+fzM
zxAfq*+MxJ*(~lkvI$L-{{cBYB<?g?Kw7<RA{_{oBB<Ftk?~V0UroZn#y}$OW*Yjms
zrDrofZf-wZXUVzw%6r!Z84IuHH5F)lQ*fTkA~=U9%5LGJHR}IvT@apBAs&BRC4X<m
zv8eOKo~n00{dpD>@}bf(VM)kFHl`@qiOgGh;{TS4EdIU7UA)oJ@$JRC3!hw5>^^(`
zt;$rXN6yo>{#?29*Yi-#hs@ebtE~?HIMne?RyIOm)q~cH4EHRwBctwj3ZIs{lOOt{
z|JW3Rc!$u=JMNVqUBoOm9TPmhP5F49v53gudD|YJQe<+nQt?pyyTwjxYeZH~>e`}&
z)|R$4``GU#e>i@+UST%V)B}Ii_4XIARsLA|LS$cB{7dd_FWN&7+O_HzL~c5E>TyPS
z$Fm)&pX;;c&Rw^AL0*l;rL);DpT3=O>FoRM6T6PM&w0_uHR*=;)0fQi^G=@=>2}o5
zU$f4t>A@dA6@R}k3vYT9F7!0ET)8*8_6ZXMXY0zUE3TiXo=6Yx2v}@5!=rb0h&>-$
zxn7IbW*^p~#)i*7TX)#>?8)HhGAM3l-=iTHVSj&8LFmG&*sV+TJZ_fp|2gSo$yi?;
z^NTarAjf>~yQbY74{f}47VMVTuxFLBfM37D=Bun%4sY9C!+AP-SAx&NnytpVJcoWy
zy(+66az<<C&KHw1f4^>xaFmiWx$@-6E1OxiFE`v<a>cX!)SdIeo*}g{-I^`a`!ftZ
zlU8n>A+W1%qS)lG&)?mdw*I$??z2zJuO@L7ICt+n_iCQ<leq54#4AZ*hR?mX&Ul^5
zmtkmq?H6N+tM$aQ%3bNJ#EQR#F~%IyiMus<%Zv?6w<et_y=NQPv-6+IGv>A8+p~O}
zKBfc~NXb5~dR(_!=m=Bgb{XU2d2ek#KU`Ah*Yq)Owd#JCRSOqgTs))JP^mXfKHH#P
zsiSO;^o*>%;z!h(-Y-#}e)NdP2Zuo3ziv0b{MsqkVDhr{;Jl>g0aLFOKiz2S_~>}(
zl1b|woZhpuv0k{zfA~Py*{#kZxf0@+m8@>>O0n=i6653kU{~4CT(^vs4GkN6I-j?T
z_{<7_b1`{BwA*RzXL}z!UD7C#{r+<MU8#q&L|%Abb~$2a&%typfY+-}!lj>Scb>A(
z*Qk)a{}ybHY<}@nAb`!=Q~CPKD^suLwVaPz`1QC^%!2cB-bGgp3lw7?uFGHGzH#-^
z6I<3jp6gb$#V0koMKhc2+OJ=Sd={;5VD$bVmwjGs1D|v1b+5zvI_49PXgq9Lnes72
zuJ&$&v^sa`8`H!Eb_KR8?Fz#E-Rrl??RwubtLP+4yLEAU)Q5#DZ7i&pb2PF}{P*g#
zcH8_-TLY>eB}(?)c=Rr><!j$h{u2cpbrEfol^yMk=EzH)YkG6KK<w~e9?5e>=i@aF
zfAm<KYVlOAF2&-1q-5WF9X5_r1zZs+7OBizY%V5B_T9H*YLY+Ua{h;Uibcq|2Z@q?
z?^f~tn)t9Jn*E=yk&ITcAWM1vvhW}CjAYjD$oyw*By-j3z4gfgv)NN3CH)xxyBf)4
zP5GvLSn&Nr_qN5?Ze|zXT~{5S{(I`_nhkDzPrkbp{dAmt*mOpP=OM?36CYV67>K$T
zl>hK8KUY2_H~VIHlNsaEJ5JBv{k(imCxM|_rAl$#=S8NWx#{~KBnQ<^=Lov_J7(HW
zqfproO|fgf%h+BH<u&>-U*x`Pv&;k6<nT*DTcW>Q+PkOIh)pO;Ket=<%S^sEN{%5y
z3lH8~aAE!SO}m}l51Ve_JnXb}v;1F<i&7V3ls9ZsIT5ya=Jr_|--(%>onX6hO^nUY
zZeNk3jW_nZzf`?(PQ@vqubiSv{S|*^&HViICKG#153}|Wv#hILAA)SX&+b=UfAagW
zOD_K&fBA9FH00~ljXAExa);j3JvbM!&8p<?jz66d-{ex5=E~W!nW`t>thW8|E%_#E
zZJ5sPkmu_*zDW(qKfY=5ZVwC5(|$hjGCirrzf3pgq@ABHaN6&^{O#S1Gv*~V?EPDH
zfnjs1?)LxJB@&`<zt|Wjd+%P!l3Q;*7G!fCo*O4y_xkRPq*K*<ttJ_WI57L%yQ7v?
z60@JTU+MM^P$P1EpM>qEKmXRo$<8}HeXrGmyRI*<KFmJL*tFMbhq3$ZyH0jHXFHt~
zcb;<Ry}D3?`Gw<3mxUPiTJ6f1==S}U#>WYN<76vkYtF@gkd8jx$KMyZYkzqAi*1TJ
zSFT-JUsd{G9iN)~m94SijYm{Cov#=3%Tz2o&)#`4_-_8}I9b)4z^%NKw;xrnD*cjI
zF2Aj+^vB-P345))(tE?dy|Sp$GyOVY>&cS!eNADL623*p%v-Sh`s|n2f9yNa^ESP7
zuKP7<L0L{GS;3ON#z(&n_r}S7op`uzJ>R6@9op4(JaYY?4;Cz7{hME1nq&Tq!~CVg
z#Tkza*7wP_O<fuAxi)cqpAc8<`<;vBR`Y5-$@}su;ICQV*H;rho;)yT*CN*v4fj*e
zYmH=_HW#cZoE^U4?KfGqqOv{V?yb|TOJ5z^lydCTk>}N=7q<N=`yVEMP5-k0*H;dP
z&FrE|hfY24xp#kcGfQ|U>)MmYw9@62<#+JSnRoM#-QCs9?|)7aJb!)rwX^g0T8UNv
zYl@R?dL5+6>Rw&?!cP8BNvMar<DQ$36*y*pOIsYyzScO)HmmObyQ>TTU0-9Bm8<Q2
zZQF$lx{<TFuRN~4Xp^wHPkfrm?XwCt@4{CcD9x}u{vyft`?dA5T*c>BTsO;HF?IdA
z3avv+Z_eXPJ9YO%(VuOHZvJ|jCGPASxF(VR){`5@d@g+QwW>R3zVG@3apzeF#kHqQ
zC`(pRH^|+%SxPlkOUSa@+9P?_k_}B~rRSyyl~vZB&1<=}>+bu8nIGP}nhJlfe&i-D
zpX%aqIpW~9?kfiyEno6hFLL7C_Wg{=-v=T`ipzJ*DK^z;?Z~NTQx4UbaE2v2?!eBK
z(Yx=x&Fh`|+-uF81!-5^;?6Vr8MuF5m3>;_`(fsZ+?Nt9qc+r>7YOv(Q^`<JVt#F+
z*SE0H`2EirSVDKie)2!UAAKy*U*SN}jEMaPn^$UUnC83Wt(dW<V!ph^w(R{M=NxY@
zkvery<MX`3yRPP}+_hox{R17nvYXl(kA`wwZDT3zu+G>Txa{^D^Tiyl^E?~VS>D-X
zU*`{0vpJx$HlUA1@%+7y)9$!GP1$C@S@z9=thY}tW^pVznv-)?I=_@TJNt~p;zI}1
z#oju-i+Sa6UWv_E-{9m)|1$?BaV+1j5OOLfv%hz>x!NfX4L9>e=N^8I37@cvwPt?{
z*ZQcxsdpAj|64l0R+>lVeC$It>2d?6_JvW28dD#fT~I%F(OPqtvgQR#ZyaG|^<`uI
zIF(%_KU7mphxgDS)<i>Iw%=*7TOJ9dMLbi;iep*A#JSmAUng5&o1ul?8avsWKAkfs
zif=fmr5>@dN7-NKngYvo#}k=nUltXq|G%tvu%F5P)THAX|1DngC4Akoe@l^F=An&J
zHhY%LKlL*{#B%<Xz8IhXZ%pPcKkvU%cH)T|xwBim*DWmHESt!+>)Jt`uyYG8Cy10O
zE4sBA?NPhDre5~@D&a?o*Wc}FkzBNWTZI3~=i4N?JG2Zg{>^#dYuL5>8uRIV?vLv|
zyV<vhSw?I-yCdc2qSCXzCuL5)UGvnTqU+r$$M8K&kGxEN^D*m7GOV1${`Hbj&{69d
zDmxhumQG%9a5BdQu4iZWXcud=t`AM*udfmnn6z=)(UQOe8+I{uI<NE;)KC=UjJR*|
z>K$8J*AxeTwwGR62Nd?4JR-L%N#J#=<+UTJ56p`atlg6ih&xtS$Rq|fGQIVE-F|D?
zi!=Z3B(HQj>&EN4Du2OgX^myey#HnXHM@Mtt#0$WOCKhz(9++vLu8)%lsUx=C!@X`
zZn(2h{PWD>z-9+Y)i=3wV)nGps6WbY`{MT_+p^UrU$nn;l}Z-{t*_8qAd~k(^!t&{
zhs)w7mffrl_-wTI(UWIKIr_P(jy~lNP}e*DpSSAh(_+TGk3P94f9c}hu{wOs>=WrP
zMA^ST)!zH)%z24_E8+~NU!AP;)wb&BF1zXJQb$XVI{ljwx6#S`OIK-1OI+cTxk(Ir
zliu$=b-U`QQTFEj2W?Nx^^W@@cO_!4($dnNJKul!zYuNTrq<B=bK%!#V*0;o_AUxz
z%xQniEc~fgwBCUI^MbgEclOwFCV#G0uKl?uuJDW9spKlxi?w$$`1S{^&oH}fH?7P1
zmsfb#pHCa~{c1MF3Eq3J{k6+!PDRA}i0zlwU)1(<;Hmte{k3aJfOm}BvCzO-l|6Bb
z!+px7KbEt<RX(1X_34YsG5=ShuDLa9Ep3*Cp9!4nZ5<M*ey8@7+}+M^|Jc8D{r0}r
znRzw#{c>5m+Gc%S_OCNyF19%RuP!?JsW@t##bJY-Y+-he$5ktS@)f!2l<ij!H_3UR
zxl_sSP;im!75+P7>hDgAvU@G6T@@oZbI<Kn$Mh#_^M$mX_+~g`k^G!Pj8kvMPgp-)
z`_Y+?v&}x_x;$LFjwd@IR=L9bV(mBSqN5^jHJauWNWP3-<*e_wM>YJ-ou>MTbru(U
zZ3EXu*cL2%zCUQ4hwX|bF&q7wf?t<vMaV60zZAxFTI8@|<Lu~VC-j9}r5AtM)_TUn
zsjYYMtY1!srJEy+c0N_gk<E>86iZvkVJ`BJYo(ml!QL0@AF~;={ZlvINj|9ld2#do
z2`qQtv-4a!81&llO33!_Ew3j3y)|d6#fdj+jmo;KHh)_5>*dCnZ*5six2YbOC8Jn;
zhhrC4NX`Zy=hn#m<`c@LE(lLxzx4j4c6YT%ztX&)Th3;A`(3g4^XmS0iOX|kH6JdW
zdY$RuoL66uNxfbG9>~m93{Wzj{9nsBn`!gh|JCf13Jh*viIG>fV%u4)Tzz}V7wI)(
z%PJ<Tc$`__)AMLoL*KvGGLg>=z3!*4*?0cQJAS5vS3eal+;%$J|JLTyvjsd(+}kzX
z{A8WqQ33t!?NdL$DqiqqnM}mOpwG<;<?p^VE=rnWS-$_4h$C;9=o6uvjpm$gO<hl?
zpK4s9?7ku{{M!0ge{ZR1iI{EcN}727>ZGRA7m`;suex{QTp@%1gcIxCzAfD`XLEhP
z{ERpA4sU#8q}AkS>9A>nkf}_@hJ`H8BV%k{q)8QT?|gY;0gqyshCBD&vfnHz9D8QQ
zrZjC?z3XDU^A#h(hfe&l^&1v^d3yiV`oLv-->i33b&IX<-8A9EKdF0;k}D*7bISq_
zJSuskP`Z|}VDoG?<=&U;A7;OFc-*sXaiI0Jcx6A6l-++#YYx0ksPFZ0lC4g<7*}B4
zd;E9ymUk;Brd2N3-<Ds`lYdS5+mTcjxfkmN*Y8(QPDop?<rP=KCvak~#B0~?S8rnK
zd5>1*l-=2JH9mRffeZ1A6>h{YZg742aB;Wn$_}#^F7Z!=1OnwGx-|9Qe+jGaz1DbO
zlR@*c-`N7)eXLs6-}jx*EBjRHReR-cUHlvIFV;HWIPPw|mhJP@`<ic>^!3Qk`;w;U
zf0BKB>ey$2Zyy(PtglwwbKw=I*usFL>%MQXs;pRXC`?K5-ptvCPZHPu{wNp}ePO?L
z>x$1GT-C&Cr;98)bd-Vn_1R{pebrnStu)>5eQ0>~$uBJJjs5;9W_41l&Yv%@>0G!=
zlWX?f?t?Z5--bL{9sSytF~_*;=JJ!y4&k$xEP9mO^We3Z`La5R&#zRz)}_BRsnd-5
zlH{N>-RGahcZ1dUXMR0;Yqnl=<P-O;pAO%3G~e2EkoC`Z%S)TO_kCX}X}MIXurev9
zS%o>M;v%<G*bD1@8ru$XugOr?EDdH931?bl&|)dxEIgxn%bb19>*7NT56PT**n33!
z;)6?ftLis9z7RO1aQQLg+|%cEzQ<*9cf?BnEq>1bW`%fyfa*1wP(>!`B?|qUY_4ps
zIx1Ewdfckz*D;;-TCcwFi}49aR!cuzs`0GC!B$-}l6lQFHSaU(+gs-CNS?Cb@br^Y
zdz>F-qz6fDQZVv)^`~83a93&Z?Pm>sJ&U_O&ox?Dtg|%pzVC}eR(9GpJzM&FeqV~a
z_4Id@i0{0H2XEg>2PRHVZh3v}&f(O%M>!^*is6+wnt$56vb6qdY5d~ftG8FVg&MC3
z%y~EY<-ZNl6@MEJG<we2R(){YYtxl}OKRDAv>ZBo4=8quD;Xr;k$;!!m!^^<^7_Z+
zy=Ox27wOG?RCK3yQZMh(?yW28qRpo*-z8RQ={sR=U(*`dm}$#5g>fssvHU%K{tKsj
z@7d%&{XDm$@r$-&POsS;p{m-Hy_+vhX>~fgs6@4RnfHmLq+JWjS}*=sXFlJO^_Yj6
z*0M<nTFfa1mlm+7`>MX|7Cz^5?`l=&Zm#tGr(#3@O<R3lVcV^X)sZo|XXa@02+Zox
z$(v<7<-+z44|l5XUM;&bxkIvitFrv|#R^BeZT;@KCQg_g!gbx;dG9x-ZQ3>Sj?YZa
z%=>w^={EnTyNhgJ?7Z=f?^)7qr3tzU@j~l=PP$PxMbytM={Bp(p8H0dc#a<3#%=Xe
z_d#~@ZM(|}%G+Y6{Az8}WHRP4sk(YoFKGJP`8U3GO_Be<=|)+ib-c)JJ;s-c`3k%(
zE9MK{*1MSTXjlI6ZKrqs-uU)u`nhA<%9U>3*WWgGk^P%@H@;1HE8m`cdtXtn&n#Z|
z<lA;jzrKmOe{EGU|M6|*nLl%v?c3O7WAA-fIQh0w)Y9bJ9qZQJbUgF_#V*+@i*2!w
zZ=CPWtv}On{(MP=XU^^FJf{^m?)bdiD|*{5PHyr_<s&{hvy=4Vg>S#x?dx(Sr7kgN
z_l>Zon4Ib&HNn%#dF{K;`(4(%p80F>j=zC-;tt9mecS)&8vnWeM`rm7XYViHv9~z<
zQ@Cc{{2khnb+7cp?>yVL=7YT9{M5Vu7w?|*RIxc?Lleh;iOK6#geFcG*!<w#^Xpu{
zF7Dt=eXG#!<n(M;jC7#Jo2HHhGdYv^d>^TM@;~)guVwocS2^EO^=V_m-_kcs+>IO0
zY<b@ADQjjOA1<cD?j2S(H|DU+D=m>@2kW2krtlT%rWst$`mKFPNJ1xjx9*G2tETkz
zT{YbEmhZ)_uY0nEQ`fOxNm!>mLA`GOvC>lobABv}DP#I>dFOh^?RP~_Wc*tcsvM(k
z9le_Gx%5caP0fRS!An?M^!#gM7m3KdGkoUbFZOLJgQ(YrD7F2s^EBgb1)0t~cIESj
zuO%W)zF%t_-zsxd*~z#*?ej>>=lNY-<!Z5vb(Og5ltp0*Q5~=4zpvB|D&OmO+bmfo
z?CX!_S4IoOX0$N;WPEQIs<~sLukQ3B#+0rSrTUDVi4Q-oF`M;QqvK5Z6QhN5BOSH`
zOx%BRs#H#>=86NVc}%nCpIwvj{zsDA*Q(grU*lA>xV5hIXMA>#sMq*cQz`7LtCzoM
z?a`;cOWM27)J)m?Fn9g;8^NX7e=NOB-NmiGoQeE;=PB#yNelTF=5(gp|KeB~m$yfP
z<>JR9vvT(9y)nCfkTsR@>Jxpo0FAvn_zxbOqz&46eSOlg<TJ15|Nj`$xNH51cbf0L
zL={&2d==6td~5Z=!}=bg8FRC*&AAXaQEBZ@Ptgj4&;_Ti%6W=@@QL~y?<wk0yGrd#
z*4y1B+c~FRz1Z=hU`5uN4b76xy9;0Vg`a-?^6I)(Y18j+>CF8oyXO$wyHiPvgq2P^
zI8~Wlk7={bxPB@jWJx=Z3&Y9>6B@S7n*8-&_AwDA{+Y$>*A9jo$L%X#{#5tq>J@Tp
z1rF?(^ssoDW5edj|8EFMKTTl{Xx+5*rJ~~GQ?D*cPk8tts_N*6g<@~!)Sk#reUZK^
z;)vEspRX$We&mN{Zo2o`f2pU4Wc^{U$-lYEXXq-V|6gg6xiD?<r4--w8n2#kaq2xg
zI#n&$e%+cY{ElCp1O5tx*t1-nue9RQZ-Z^0ZO+c$z5005C01o4uQw5Q4&7aMukh1v
zH68BVf7DNftWut{(=~W)&*`jbuY+bO$?jmEsk^~la8+rPZHevm?Fud#bHDTKELP69
zOncuvW2$JG!RG%fjH7jmV;x=}_;Ii6>pQoX&WWkB?%h>rxBWQVl<{!pCy5fphz-gd
zx8mcB6#hM3Y1CuX6r{S#_eGo8vHa-^?CyRlbvRP}DBAa{vX-pc<lO>NXG7c<aPXbB
zEy{l<yQJ}l#h+K7f`oY$?aZ4uxZZb>%3wNuo^h|4`u4wBB?)(qpWpa0ZSN8X`>-&h
zoKDq^o~u$mvY$3{XkZfB%J{*Q<(g&UnK`>`7NobCZ=S8g&lj-OfZ6}$fs-mP6eg@r
zo@4fq!7(?pX^yxPJCnN0gq?aa5eqjeb4=AtdGErct#-)GQ22%wOXTIMhRmCvK8N+M
zt=V?*x5tYPmJ5FZJ3GWGbVN@1{hOD1ayf7951q0Dr#8(06w?;O^Nw>*zrP%>&K-x?
zS)O|Oe)9{QU;E8_wIxC-cEe(|vH)+X71``-wAJOEE*yxg>FN0OubnaXa@F>eLC051
zddM^cI~rO`Da~UPx+%3?i?38DZoz|V?@wJ8Zw>i(Q2ou0LZ=I&(LGnTOggvZ8&}4q
z+h_FEIeyu8{E~94S=YN-Xu{&^9STa#ZsO(d9>1CIQSf8S0^O#?3Dzv_?oyM>L->+U
zJ>JRUUbMa5{$Qi=Lv7B!Y2^a(E(Ld<7=7d9OEPAeS~%l@K;Z@5rslBtp6T}#EM7f-
zBdjcQaO0x$iWXMSZJC=`+-F+#3(M@ioo?$_@Z`_y!=^KWCqMtWaG9N>fVA`spObg5
zHs&X!mBzGXv&{5jRF5d&cX-CG9`TTM%bl|++lnSLCmI`HT{8VCf9n<L#19;s_7)Z2
zcst)bFR`Anp7}s<@#?ZpsbtONb?TMRE;rt^pSCpg#?LnXofpKFdX5CDe7!l%{>ZB9
zfh#A-vc!vXwYN^&Q7(4b!tceCl>L`kGLF1Iw|IyBy*4TBvTvO&Ywk?k6RLF5_=|9?
zTdBd8OHcT`zX&q$2dzJ$p!|ou?#ynM3Ck;V7C!FW<TA&ii(>}k<1I!7EmiZX4_rKZ
zbAMlEtz*-I2Uc=(YQ)d3owQi@$p49v($3XwCzN`5&&!JOY-DBrmvygY-ScTJwp=UU
zJMx|qah($LLg{Yl;$p!(2e)ZTOPu~~=1yP}Kk@eet82?FuJ8SxIhl9G^hoRK{U!WH
z&-rBj$?p)mov?bb-g;Sno%mx<<dtup>W#Y*%+B_GqTT7mKlcVc-n3@sX7gp`yW=kZ
z4n6+;Y2lw3Iq@(4-*UoRdCLCiZ?0fboNJ~ocx}P2#b+A28COa^lzUQF@M-o>+Z6}z
z_}Uck?^<v7?|8L-*V&igUD2u+e?OKhKOKB`#o|rfq6-d+Gi{9f!MiG=Xa4$c%*`eT
z*Y!F3zm{`fZF9+C+xvH&r=RKyMjUu^T;S#IH!;0zS65dkEKS_BYU9SJ;|J@bgkBlP
zi)RYO&*WODv9DO9hhzTb-B*rTif;8*HF;!Py|ZqDXVK=*U3X@=m-=c4a!%-+b^hN&
zKF4!xSD9<oRyN$R4S#eo{3M@Fu<`rwjzy{_X{C8z_kUAZ?5-`BDtqNx<sL?vu+W*J
zN1K_nytiwuZ<2D2ddzt0&^6`%ab_ZG>+dZIJLBTUbH^cn$vHit;(h<Bs^V3=GOwkF
zzu>Cwy7z3JQ0xP#l!TvJ%9D5Q_#61<vAcVM_jPCY2eP7U>t!F7HudNn3Yzh~Y}&+w
z?ynZyyb!^>_jR+wdiAC=?uJH-t&F5+Yt~iEmUg}J%6Rf~=SlIctBd29Y@c>CZkfpC
zx#7XLb3fbXXZ>Aca=X#zH=E4wsxnC}PF2G*TQB{HV0Bn5uN87=o>rRtf0m<O^X?w|
zbN9fi?RB%0Vy`JZ3FddWF0b<<-eKc3`St2{ejB&3%$pUxc4370msXM09((>&b%}0!
zyMAGWt!28Ix4Y&w$2HO?mdho?_6M(t<Ng}c^_3%a*TE_G{w;2_Q2UcV-*!`tqW{8(
zM)@kGqfv1aX0Yt}TA_7R%Iu2k{l;Wb_J7|ku3eqn%=s&)FI47-OyAVa^8LkYHi+7s
z+33e}wa{*>U74)dj2}C;S8ratU;cX7g6NskQ~Qr=|CwHtd)oiKLH49<?hnOR>_sh2
z{8!KH{3dbJZEcMIgxp0IQQ>({4Q{IK>5tvCc9P+wdf}Nl9d^w*&8>PyR~BCUDjM~_
zY*TN}t$2rRrKvyiCge6n{@#6Z+rszP49@sVF8ZoupW3l6{CHA`)}-(GcQ(#9a?$?w
zG_~X3ZrSeNL7RRaZqa+2T4yCT-S+CEIXn7}GUuw)S&1EgapPHnwb*r$iC2>^#`a{o
zthYbK{P%l_&ax>@AEwH7ua5t}r0?h%uJ+loUX!=i`oD_MnYKLmoBmSuT@$`f_nP!<
z)$DBxb+)m;V7v5GB>lzPp!a`cBko?4x4E#<;+J#tsyV^xujjvt@Y!0#H0_1u)r~*&
z%D=vp?LN8i_NrN$oA~Rk#OgDTKMEJy_ayepT-omUM}>TaPmApjz500fQQu|nS<RY{
z!a}!kXZ_Zh87uLAm)O?VzxPLM>3;X8yhlnUghxHgRq&OPW9hTG)vQZ>|4W>%zyFnM
z$2GP5oeFVb`_r$!PXDQSqffMnqm$cTi}|O|EWhxApb6()UwXc`_Ed|{dHYRa^O1L7
zern9GG3(Wt#@OuFaQZv@+CS40r9)k|H>B=8VOkV2VOJ1e$UG0lrK<u<<xW2`4k*zK
zzIbL$mVL^q(o<DhYxW%ut=gd>I7NN!I#qFvRyB{kx8oj7;th?gSu3GYuu);hht8jE
zCj0wkSkHc9J;*jw*7M7@*Sib^EN9O6kai;H>8hLlAu9e3*NbZ#<jiBf?#g}k+G)qk
zECCM>*9EFiFHd`Fy*{AF;EK}LW2aBN5_Q{fw<GA(H@PS0mdX^gRDFLd{jTtd(7_uC
z8&}Mz`f|MM?TXb?Ii}doFf>lNkrI19*Sv0jM&6V4U)Ck8`+j3q^uZXvr3VW6V!pnR
z7uH|mEA}Z^E~_p-Wv<xPNev;h=S(yA-4Q(hX!_pphLw-I3j2h<W;~d4{D73~=g4HU
z3vx?@CQqn)w<k5*bH-DRp0^JY9-LUvEgsaZ9w>kOXxLtcSD)0JYIX-~D%-ebMvBAg
z&xe=pzPr;Uc|l3VPydjeQ{FSU9JdR1ud3qFTJmFJ#Ul2DJHK>X)~=A}zkBx7F`qmG
zsnw+`oI@V1VG6qE$i!{(c`ZlzvpJme>z4K}IsRjF_V3``+g7eU+8#G8>X65cQ#v=x
zqK|t0GW?}%E?#o>{`K!2z4t`fynkuW-mflYaO3?i(~wtH5r+?JmV8+CypNqb%W-c0
zKR#`)_Yxa_R)1n{)jqW|(`stnhWJ#?B~4*3UVrm1nwE5TUxaty#dG&NHj2FV{--=G
z$#4I$Z?$)B*X!?BZu#7Jxvc)j+=|)vKjxfEtW)24pIs|G;oW1&KYjZ8e`|lr9=wpV
zrt5z1eM^U*GhW+u-@m!IChw!Q$c{hOKV|t%CD!cjzW;G&w*JHNqMH2|J_rU>#D7{|
z`ts)@u@4f@7pvOZY*gv$TKnBYWXjIazpNA8i#Tr0Sd$v|-ZAa6Zt$D!3$5d70{fSm
zF8fm3vDfp@lPz(#bpEmaJ!R5+U}p1w4TCqv)d&8(x&BRH>x+_|{0HA$eXxiB@a&yk
zT}{gksztjdTU}q=bnLfQTE6rp&5%hqZ>#<8GpN2@RcFHK78X&nbXUo*7O$2n!v^yi
zdmmYBJCs_dwe@+i+|mcN>G20s?q{#uJBK4kbAiXkt}or}EBD5f=G#kuv)`O}zHn7j
z&z}tA8*e}96;%f7O$gvkQi^=NEp*z8Pg1UV&JE&EXW!=RxchqHvTfSTch1e%Ust=M
zZ1%OPwXfIxIGt1bfFaRdJ59~<&AE)}Dta%j^<DePX5e>siy>D!`!4Mp5ychnm(1HC
zJ1Ik_u<~|s&V|`s_Zssz9Ol-)*67V7y|Fwtx>#4CWoeI1XG1{h*4IK)XT09$(EE#b
z!<TbY_q>}>uAmaF<uy0&)Z?q#3Ea99yFM;tS~hp`jmCw&tL7cu$ypw2eEZwq({k(c
zpP$p;z4Vfs_?hH6-G@cB&%5f{8=L!`H4}@Cuw3P%srYzfl}NpxgIn0!i_#N5SsB-}
zGpDEWnk`>oP_p^^JL45W`CD36GaFaAExvPCqxk&sT|U*eQQoCNQdbQge7Y9=g~K4b
zYtbhEs|J&k7^UQ{u9>Zo!y{v{)b~VLlhPN7ly%%|b;=aqD7kJ*-qVr6*BZOTBcyNc
z?&*y#95d4vc?qkVcRZ8qef#WT^#;~=E#ljDbxfJLRcL`iT0U!`qDJ58mv#?N&ri0t
zopPYOIpcPy<~u{3wufqG0{9)L?iJiRyZQ9Ov}b(Z-hK`J;U;%%N2jY?ws6O*gNgf}
zq?!gSUK}I4*Su0&V~)#aWl?$kE8EodZgnh7nLq7mn5$if_wuhAYVf_tt|@M}-Pji2
zaCjYdL(4VmLCmT~<8^E^J!e@s*ULA(R&%uKURy2D>UCzfQTw+fiR!Hj#k@t@{F78p
z9GU9zV)_iPC%<B^7u!x>>|+$NHvFe+P&Q}_^2gQ~j+sV!E{)SulURRjI+&~Vp}J}B
zwEywfa-}ZoN4;6RS1`K&m#IRkXPMtM<CT+xrYJg`y7W5qj_q`#TEknvo0s2xzwFAT
zjA{Q*O*}R|StN!nL;JRJb+#7wmkQBlOYz=m^>&64>E`;*G0f@7v*UJF$n(wlDl1zt
zd0TM%yCd06t9Ng_^r3LB;PmaYmfbw|$yescI{T=HUs)fu9^2Hg=3eBMmycN5gPN}W
zNjduJ>UmSG`RlKrnt$YqvTIuCmQLlMFGlwF_j45HZeIKCEB~8~iKRCiZoa?LV&8G+
z$1$<xkrz%&t7(=0D^zK5(G!h2F#q=2vgCJyub*E!SbFbDD35{p+td3N=&e7kpVV^g
zctftrVwOgQCxK^DW|;}fymC1mcG0Se>0R5Zf1lcNQgkmnbpDBP`L*TY9Pj%7X0}T#
zELIl0PIzj+v_QJz{PBGe=cAItZ=QR7?~vlf=w#8n+d(_d7W-@7QPRJkd^cHy?YQvu
z6Rk}iIgIQ{3nR{4tBGYx-uhjkT6(U$QCQouZn4asL%O?o)0c&<ieUOX<<Qwl(apxf
z3ktN)?@)NLzjiXuv02RVF?XU~9jM-`m#|4{{*jknJhA6}g=KdvFECaW<2!M415d-P
zuP2}8*7BQ+=Dil;=Gy*so@3^<?$><|uJgioyj}J9*P3&>_uW+ax)0@ka5<duT1@12
z;PZ2zMe{WKvkx6*KfUe8oAn(N?I#_O`1WGgv+r(fi^WY_t&Jq!U$%UkYOrhvtLgsy
zRD&+5kAXHFIyzh8Z9_z^GyB!=o%;Os9KOz3hr-hh=B=yPHUCP6)}DFSEIB=1&q<2m
z*O{O&tLNOx1;HiEGa6>kThu!1zEaJPs+q#e{okmB?D2cX65z)od3e+Gbw5mI21^~E
zWOw~&`<7L+{6D@DWi$=T_Hr%_pSoeWSU2wu-D_8q{;FJ>Fe~DrM`A?ps-lg*ziuzt
z>8rd(-X?}~Zo}8@F7;V1^MmWNKb>2ska{-ggY2t((cSyQ`};wAm;Z?gI+tI)|7yt|
zC7ZP|YhJ`H+*8(}e}(hnZvKy*Pm|iuY|rJ3*efXGF7<J<TZvZZaesqF_iW<wre3<I
zFJ8UE>`m@#55XrVxMx&WD@jys)R^ul^46mH^;`!*YfDSNsok=BL`^rZIjk$W_4V$Y
z#j8BlXo*L^7kTucQ+f8fm>k{79xNLUF5tPpwrHbu#OLbGF*!*A)4S*XxnkO59>6n0
z+A*$1V5Zf<r9a<@tF5`dCsC(#=M9m+SI@e23E$8!pVB_3z~o*0yl<;#+OLkunU%HU
zS>f++pV+UzTK@g2Nqu82<M_$C_pi|08;5MKCUG8JaqjTdB<m02*;^w*C8upX_%24<
z$8N^KRj-b$nAumoddk05I@>==_HK`|pM16cfALw~eaoWOWaJgxklC{>>Wzcgmnqx5
zBv~e2KW$~R|NcMwoVe>nSWYT8BKD+m6EkxIE<5Ct%J+Jf-8sW=v*WtvE2fvn6)j~K
zpMUWE-`(y{i+=y>4)atIaA1jCobvnk&DBL6$wtDRiVRbJE&lnVJgZLU@$vrh74O3`
z*05}y?>@I~pJmi6`OnWoz5XZ9v9B++-?i)Stmkjn`)<9wTmJBlgMW9(-a7Ns>1}_e
z&yC+NL1%?m{@#D@-~H{^;uZdHu)mu6@1oCXBmd<q*V->Di(K~Y%jfISo9jRQ|6bp{
z|6kSScC$10PPUz%@XbB_eD;F9N#7Ueg-dL^7|VWT!gt}^6Aw42&5d~ABfqG8%Q<bU
z>u(QyReXC`nMHp3#oG(c7hnJXVGm=<-2BI8a_`f(*}r=JbeVkYX1<5NJ}!TIH0Op|
zMQF7nb9?Ta<GFHDMt>r5N+d%(Zg&bBM{M7?!F<zn+3o3d_7~l<{uq{ieC=~v=H>S5
z^Air1-2OP(f9cmvWq+^D-x(%<bz|iGblGC*^y))p)w0zy`mOnHUwOU#{B@JpYv0O-
zA4xfI+<M&te}VX$Y^FB7dYg~S9etSeo^?j|RF$c3KD~ZZe&U|=!i^7$dH3@EvMJvy
zE0?kO^#v;<-5Le)95q9MTWyCGqOIpYpB1s9EN^@5<hRy0geAUMUOD~k>UHC;vzrdi
zySeY*mcJa|=lXClnw+Z+u)5Cw=J@Ih&v$M!t63eH-elk98#`HLestf-zGEzpCLPiC
z3y@!3{cZL_$@(v+fA9ab@BSJ4wugV8|G80j`GD7_tB>~o%KIKZ;nBl}$e5ygd9qJ-
zEVS+S-Fh|rIY;fh+siXK*I)0mUi`uELY?dEp8X;n0lD86d@!h3;25jALQwxv_l;vm
zpLVXjv|(Lt?a#(<EdMkZeE+?axEc_Cb>~?h_InJqcAvN83e7&Vb$NLx&%N?PoXOH>
zQjA}7L|NI1mvc4m+QnXLSA5s(TxiOi`!P>`p0aCucB(nRu}SJmAIsOdR^@q@7;f>s
z(GLoo(L8TUPWBRCe<rSl_J++3J(-M)CY?}FcD)z0qH^CKEsmM0yzV!i6i&Fc#6yu~
z5$lD0i<zV49vpjDJzr#gy^i?ByYrU4t4-Sbe@?slQj1gfW^Mn|c4dmfq1ZMV=LM4u
zs-#7F*aKuYz2ocXFFd@NvD{Fe;nsvteWu-$uf!j2TW)5)ut2L>%uMZ8_WInY@-wTq
z{g&9j?)L>gz5Z)gr)RQX7ioL^cJBVI?-PARioA=2797c~V0}FOw3f>z^YAY+2PX1H
zD8@FooJ{(`vtVX^`VCvQ4K~+`1zt_I>_{sA@cm5swmi*WojU)|<(Fk0nAO5K>1xQ7
zN#$ox<lUL0B>w+I>hIj;?&(kdow95xFgW^2XGOk{m{`8W7YF;k?nHyF%Wr<^|IB(<
zWXG{9TctOi@3z`wx%-3LY_+s)(~{>e7mhizfq#0*nfG<~d48D8-Sx~_tyKK=(#j&X
z1M;8s7OoZDS$M(Sm63h^{hZ+T^Wr5Zrt1i=Fy&&_G@t1AB-~|%e|}HZ)V~({>n9%j
zt3H+OjDcDBl1!#)CnrtgR(Q?Zye`*2N2715_P@#2iX2>SLe<az6mfig>HB`}vf8`P
zp8c-+QS(=vL(3>L*WKYnsdD44dx>qG)_G?n8_!vMkNWXoR{r7RYuNv{{+u9N$}y*u
zZ)fk56}FAm5BQfoXqVn_+wJh2%C<AUZg=K1F5D39m)ZCA-OI0>QJHDsmqJ$+MXreb
z^lRVG!bk7YRtfA`th+O`pZ)yYnbW@Y*>y^^>|j(@n#8b9o6oW2c67MK#`E`YGczYR
zoj0qMvM7JHa{Ipm_qiM|7lhvrjL{Pdklfs@qGMWdQtkfs2Z;|ByWG#rcdMShKH`F{
zaE#)<Fl*~8u?n~2S;b5)G}S4!{%mdf-0@)bezltKd4BJom~E_gHCP#NrNOGTJx?O;
z(niM_L9RcpH(Ag3=})K;OO$(mqgksZA$>mc3+8I(DS8?<3EtbJCMBOf^IBC~IZ0uX
zv#*8x?=N{P!gqhzn;pM)e&G7N%En*UpRn5&8M8m$pZMID`J7qR-KHc%pQU{!Hlm?f
zi(dCGpRTKWzrRwO+gp}d^R8Nerr*Wm4aa5#wA37zZ`~|*;T)gLrzwmVIZv&%?X5Qw
z4C0<)70o3ovT5Jp1ILTpSIArKxOTOirEwkqi*ILDuACM8Wiwqy=y<@<cD47hf_5i9
zoLl=N;^75F?tUeuK*bEPGV7v?Vr5U}O<2>o@x-i<$`*$i;oo1Gee1DQdSlEayKWy(
zi@GfP61AhMIf+wq_bGFnUC+GT@`7?zfm4cD`=vtTPlbyb&(7h$?fRjwKtfq*4eOHr
zoQ7{X=hf0qM7%suX+3>e$|WA2+)vNCs}4rI>@56j^#69P^wm#~A5EHnjNkw2YO__f
z_g6L)l!<=J)nE_)7Wm!i_sg_nZiV@*;ymjF#hx%M$PJ4UG%A#mIkrW+Si`~LWlUkh
zTu!Ew>^9RwwdOY3nK?OJUQl_j+0Vmvwgc1JSvPo!vSeE%*)J^n&l6u$8}TrTYfk4e
zPRA`5`xdCDYh+weKH|=rQqE!c=4<AM1IijYk=2&lnZ@Mx<@E*3SS7sqry9pWDUp`{
zQ|y<uT(j<3Aa++Zu<hSx<8u888v5UA&3&8xc~03MyJ*e*C#^zD&+`8$>YTJt<>WWl
z^Y;}3eQNgjE$TVj|MJj}S@%^>eOa7)zux|Y^nshZn<PYaU)&RTu{Oe_o^|B|3GQMG
znN<dxelOb0W!v0q;Fc}5<or?d)QOzObR{=chZWp^E4!muul?Bh{ER33TzAUZ6igQ1
zy`CdBWp)MI&d++zFYl=GA3pGrvnOEsv>)eLXB@d5&XlciL)_cw;{>?|v(2n8J6}aF
zK47-*<BYqP)8;9O*cH0vH#a@zw=--vd~cF;tgw4y{Gy1}Ybrt<dQPh8K1hkK@Q;1+
z>~*)%WeF~0i%UBun6Kq{ALpqe|CBRKPJPzLo91h4l#FdBs(lyjDdqX;=ek3^$$jw+
zzQTLXf0LB&BvhvzugPqmEA;T|CwcL?uYF&vjVST!6{vpm_S?Man-gd73MR<M9zUkG
z|BpayG7EFqL+d<$$sKmjUTx+t<&#^l<>qO9F|FFKJhiWGai8g7gSo%fynR*?V*YvI
zze9EY$E7yDNa$2BEA8Q}C=YshK2ccNP|NJGf+NpYap5WH(g&9qK1rFvlqfh^?`GDn
zaLL)T&M%aTQ_S{_+g0%9(uM_=B5tQdrni2bI7_r4V?L*N&4E8(G^^ho+WVJx(msz(
zb7ChZswr75(HET-abH#EjFg4Q-oxJ0HyTLIDSWcp^TV4`pHPi0Io)2<;~#uxG29UM
zOMIWA-YLHmvkl*y7FJ*RSIhPIeQTcUDwi3&#d4oDmKbQg+OH8Jw@Bu@?zxkP`p)a0
zGpl4i_u#wG!M*v{`uaqcsZ}xm(%Eyq`u>zHi(dynYL%M2nse@7rPsEn^sWEyY5z9C
z*DU;>>+kx5DK{CawLC<-*^?u0e^zGuy{@D1pep~y{A+%zY@bijU9<jz-=XZd%Py<t
z-b=Mr-YIzf;<Zzp#^(i_a`{aJ#WRBMsVi)MIjbniq)+cBlU$hJt-Qwuex-F@|7r{4
zs(kf&FaNE4saW{pXyr>WhI{QzA~j0-w!-O+KWEt<Q1@tQ+w<jX(1huE9rp`A%xP)f
zQ!?{HU3lEC+3ee&E{%43*IW70S!&&k>3Qeozpi{Kap(OXPD_2;%e?>Q?D;ZBt=d2D
zXKv+7%Vh04-}_H_i%(p%tZ|`OiPmZF<-EC0ybqSCeEH;C`Er|)OI(%y8t0ylHJ86l
zt$cZI=KNPXZXR8q?B5}<j4QnB>(<9cH5$$v&g~ZG%4&RDlg=s@DBZZQ<e=U8SIQbU
z7JqUG`t)Jn_qrda7i>M8`KjXj|0qYM*~{+-PDnVR{7ICRbJ?CgIW3O_QI@ue3j#tE
z7H@Yv`1EtUo(IGI^5qJRjm~uwt+|8*q#y6*7W(3;JlV^x`HTyT@S}ZAEDeA7uPVQ=
zJ6eBxFZW0BiC>P&{rvq((C21_x3}eDAGN>duPg7UJiSZ*>-Ng|-k1L@l(umWx3pM%
z=lqJhf!ZR~dN<M}ZdrLq21Xb;?NV80a^;l1dPQ#J;+^g%Et{G&j2727CZ0%`c&CqN
zt`cX<oD61mt~QTXCo>v@xcO#^E8j6++-j+M$b*YZh<$m*>y=$Ck(m!QT_Q~8C{;Dg
zDf!!B*eh_Q|HT32sr$J<gx@M;|M_9AjLbEY*Rs>M9DOXy&zC$^Wmlz7)AJ_jO>S({
zFFoLrZ0MQl*K*L_;g{c>8Fw2E7{yGBi$pDF6ir#O%Go$(YyanM0fx_bxTRe?PG5iW
z%*v6=O2(}Bx<E;@Q&RcT^c5%Pbf`z2+iiQ;r+iN3Ea?;9SQXYaGH2v(QDJUe%kgK@
zg0v?lE00b0+wk(%7p5OaXRlGW$vJ&JZ?&WeubBOhX+g3U_gnp3&wW?gaN6T;@aksf
zq>h8zEO*Y`X!mRKRx7UhXS=&gOLF*Y6F2tleCN0@N^XH^{}t`-Ql7P%(-!9np4Xfv
z<H{a5CALC?ZO0}y1<P3lO&ex#mb8}my7&d8F!EXdcxdEs_k`Zm*G!MCw=H2TIM=*H
zs$#?a8}HK@62InLIMa7mb<zo4uiG;&A1N)?n8DIFTg|Ha&4X!7GnT%sDVm{m`*0HD
zjv!Z|Uf#y*DNojXb-ZPuB0G7v7kl*mZ+>@wy}Y%cF!sUBKdDo{{pVh`s%+2U$L^7l
zAH?1!Ob_^E-FEpEQ~ea<7zfptZEsB<zH6(s+4FR-gp6F>UX_sQ?dn#oS>`gudwbY9
zU+Co>W9a9V|FyAkdxz<VcYOQnpML#%t|Khou<dKp#6NuN%KbO*Nxps|^-&eWiD%WT
zz3*@5RTq2PbZ{Zpj^DYe8Rsv!n7v4A)LkTXT<64{;EsR!%*U*=X72d+<;M#(Bi^tX
zYpyNV5DIq+Yd;vDx%v0gnl&22x_%NiAs?TeTtB7OW6Eyj8I_%9r<Z;!au4PH>=*n|
zgC{~aGn!kj{-A`j-Bkm(7hjB1*5<GudiNq`gW^p#b)JVwt~>|%&fd9w`TX1%g^5un
zoV^hf^UEdfZnAJmowjgAo#LyQIdyGK61Ueb{B_jsOQqgKseZ*B`J(rN?~10Jd*=Tm
z?CFLdt&en`U7l;;ZO!$&#!i0jqKtq)Nwck{Ce<vTZ~fKantp8Mt0gHa$}2ilR=h2e
zvG;0Z`_v;BFe_kV;;lq~(|-lF8)bR5osQW5oz}$Cp`=l*btvnAhkR&8la@DM?*cyS
zTc39-m1)gMHmeR{?Q07ctdJ}U)p)Ay$le~>dwS``9Yvl3liYhOBWEVh`x(;{oSq-_
zP%E@N?_Tm}%QJ6NKW}4N?EiW9%3Z5@{<iaek)Hg-VV~^f1Fmhm&gJF*WMsW!^6HML
zZFYc4?wbbJ3wyh~G9C7PY*@vzaof4-uRr??XY#jloht0R;%7Hy_re?Yi#H`M5xMX)
z;90In*DVb@DX-PDKP}wy+v~->{RX=eT1xlry?P?W<NR}O?USK>O;>l_+Vj(`exF5v
zh8f>N)g22L_uK3}_4(Ve8zs~9zvbm`d4KKg6??T!QBu7D=cJ7{_Eg?Z-Dvyq$h=2F
z8?-om&3HE~Yjkwnd;UdkfYo*31$_$tWjZE#8a3G^T$OT~c3_v4yT`_?Pfr=70-W<J
z5{edb$UHwc|K>iy8{1}v?Y-=*y;|hC`MT?+d`Ba78&^JlBqd%Dy<@?gz;@d+i$DHs
zQe}JVV7`LGX|3ae?T!!kJ;=3f`LnxoTGJx8+|<n4T>|@DGa05oT-IgX(ozu^z3}Yr
zi1S+>1h2WGll9o_rb_?8O`7{V?^v(cbKY~Bpw)f#|F`mltAcaqr!?O=#J<l@P;AcJ
zT8%YV7o9$_>#l3`jhE?b+FaCb@m=Fu%T&|#W_L@GhxQWD?YF-iDABWA*r%n!djBZP
zshKJ3?=vjr4r*<cw9#Cx!u@nY%H1WZ_r+DVdnF$JC--d?^U6Tx(4|t&smFLeh4FUe
z7xFL}^+?XFxYrzBI@M|O`p`g^Q*Fu1Bp$h#CKaC8F=uM+?ukBiGBTwzrcN}xZLTb@
zzAl-meJw}Ks?~*a3bkcd7X5SS)CyiO<=LyChA+u(E;bn@%a1$7mjwzxc(6gHxhpvD
zrkhUiS*_olt94cdS*~W<<2-Y3HPbEb3NPJdGuo}H+GmwWtX2^yI65Ph@0!!8^A}Q&
z*sC^J-m0Cz+_ssI@3a=T!VZVDs^f~eFLix?1b3W%CiLCmjUZ3PpGhJ;D`GB6t@JN{
z`}OXYQq$cxtft?*TDm@YQo%IWsZ!k^?%vt-bH3dSp4hhkkCy50Jd*GHFGFVi{VQKo
zKX~M2|GKnv`~LD--vpR)wl@i`*Y@)dxOq1A)UM#f?*$Lfe_tsex$9Ka8p+naBZjiu
z7jOD_t;Npn;{CFwkW*=W0TqW%IzMflox8Z5M|{@Z)@$>4qz~`O-rdvla^8!p?aPzB
z|Mr+0Sl^v+$KlCGuKxL1x#n}1CEmHf{`uSH*IZ2#ZkF~}N^Fo$o$L8^vi+&`ntQlK
z{Vv|`wVa`MsjvD1=i(bvi@*0R*rNC>mHR~1-x)jdUoGIY-z;s!o!1oJdguGs;|}|D
z91IHoSN*QI8L)5Hvve+B-|OpBT<0jPtW~i;wYBY&^CYnaW&D{t*gk}=Zu=Cra(?G!
zU+3~C1$Mv7E^OB0a_zWMJ>{ul;r#6RU0doyU7vq3Hkoq2Z;eb-%8M4pqRIvA^NRUG
zcIeA_2>QOT7Zv*c{EeDbQ_!P-GrpS?L{#1DUdQUY^Fl!W6eVZP!g`-&w{rumroT{h
zzwmr#?IaFXsZ-rC|0e91fBTHMAFIZB^>_Z;PVeb|7%bhF;3zsb<E#D5{dd)^*Znzt
zpKsyh|8Ltq{r|Mxeq#O4+pl+i=luBdctN6f{WIr1EvJ6j&))C*+vn%}v-jsI%IEwv
zjC&UPKm18PyWscbPxI5ix;j@X%~87Tqha~~({}k&_n)m*-+dx5$YGP7@+7(J2hBfk
zPYqi4@AA*vW`_Ts<{xgnx&McL{qOG2+mEX$E#I$DFYS3T`Fn_@{GBN$qxR?d%THY7
zdE3t`)a|tL){UBzG%K}cJ>GP_K`-3nqT|sCE8_2}Jm&i$plh{dv(o&CT`wl+PI~<4
z%yRb3i>KngYZgrv(|wd^5Nlz*$R@n=XM@<?8@cOQlK1}hTI3q+<|4S~&W*oMq;#!T
zFJ}#9tXxpM;CP$DnewuzlIfvmCT2N__ek4#b;~_luGPM;Ma=e-id?epCuxfd>lc}=
zUUF;V>ACWbFYmNneXFWJM=`B(metN1v+_PYWoY`%<mLK!{l)W*>!(fr%6@<S?InBW
z%Pn@5KFlmz#gKP6d;bKny{Fulxb8mTBD7w%!lAow%ByI;J$~I{cOQJ4dFkbyTNiwL
zn4Vs`^>?;Mx0uX}uSFa`YxhqOyPG@zEo0P{l})kpq|`mt?d*NJ<=WKe>WGx>WRktK
zJMisK_wG1F-&;R@x4a09`*3ti#zmg5d{HIex_GbbFK-t+tMZ~f^J4J!<~dBdRUT?b
z-!E`Y=l)hdL(F!$u;cST?%n^KGcG>6cEakQ=7mL@zdv@1GD$JE_3w@|ZMg5#T_<k)
z_IKR<x;J0Xr>wm%W+%8&ST;~ldiSlXha*HCck3N87cs96zc)KqZ~uFVc`t7`Y`;8v
z!)aH+dnKiNE-vGc3e*tO+2pG!Q`NKcMdcI;dmaCC41J$v1s`8j{p&99*s=AuSJIxH
zNe8&CRi^qV)>|3Y&7R`WQ@+AGzrJdY#DBdNVQ!zoIab-vld$J%f5>OJ?{vDqL#Rp8
zp1gC-VGWIwB;IptypCY)_}FA>99XaFaIDRb<-$BZKU1E(3D?zwpUSHqyZ-L;(_7!y
z7RSx=x~j3K>Y*xA+Hv2LDj`0?fk8}sr(>qIo!BMsJTLo?gXy+2=d+u;=8Gy{u2{e~
zp|(e^#?~&oc+19)Q?_fnOvL*Zh;p!4EvePByt|;l^Xik};`sibS8A5d%<mSeYR*4>
z;qz<_w(>gRrw`8MANr|cTXRcvhpn>A4bu|KqLhVi+e2Thcx%l!eY4yKb@i*Utqz|i
z?Z2ZLV*7PNmwVKTAca%jp`T8v6shezHYr?th1&mRjVry(WA?v3)^IL%(u(|T7hbsv
zt!2EveDRv?KVF)|M;V;mXL+j2b;YqS(_D=#3>_aZtn#|Z9T*hI`GFz!6O+%1(`~sY
zWy<*N{~ifytXq-bB3h<j6D1d0RGc8zZr_q?tth<sG<(?;pE#CEqaS}RB=25wzE{AY
ze*e0^Z~tyx5%S}=xWKBz?zId4gr9!6@lrwH^bJOq=hq#$_uBY!j$FjdMXa@{_gq7B
zt|=AWb@IK?8fS0#@%c>t7e_3#4jrsj+OmtIcKhYq<;^?lBU(;%l^i+km!a-*ol%VC
z-MNJ(^Sx*N)C<oRyYX;R3#)te#HEj}mFv&>D!GW+W8;kHwI1i6<yOf$w+FH9-uyk`
z!JWt-nd?{N&kx_+qj~PpoyJTZy<-R0-s{{hToV4!+E0>m=BBE;!<)0?a;CN#?NTfi
zU8SrMaY}M8lV+W1P0}~}x$md&KRzxTKdWnBz|mjQojHqkJvSG)xk%^l@nq`<8$%=Z
z{;$Z{-+El_RCS$w|JrYpC+7dRT%q*oyyMsNj;@Elo_G9OdGosUidVl4;(S&;jTP#R
zX1l*Rv-(MokeK(a9lC|f({^V*sCjFs=DGfG^N~R9^VZMTnh2CM-hRY>t;VwL(#}T?
zuc{|!F-SM3&3<AIDnWevR9`D3rn7RVo$Rhk=@fm(y`q1r;K^No&P=|t(BQ+><?K^R
zxR<6i{mr<Mc<ZuW)2Hy%fTuN@Z}=FOCiPTJnte9r^xV^oDaPgtmCv5(kJ3yOtZKXw
zz2m|fJ0`Kt&FN2+EZ9$QMpYgRz1|;{$?<WoB#UsZxFzGs_WR6UKV`1IerOfsvz1GS
zxiPLROekmSPJz&%#1BnrY#ad&w&nAWoDZ;2+`wSkIO#-y@!@vI%Z;;G3+fLqU|6_q
za%Dv8ZB{kkLs!{?8dO@=lsmbelxJ-HeW;PoSJp9t=g!4lwhJcb`SSEse&;lH4C9U0
zZx;}|nf0?aHu>~g>E>rDUo^K&-`o_NH0i~h`I5<u%jUnCa6l}PQTt%s^k<J^)8ij}
zKPl38sb~Z1nz^joi-LbmvpIcX()ZFEk52MUF5mLtWt_Cf-P?(8cTLNC5UAtkQd~K;
zX;WtPEveY!vn5u5)~jx`kW!kbID6Slr`T38jhfeQp6yZ$V~OS2{{A2L{SA-*tZh<d
z&5-eL<kvhUCnoap?Fsqi9N()2&n#1#md(SRaH?y%-J%l-j<wJC9lg2#!oiE`=7;7r
zAKt*s?(XKdP`&8f)qh6p?!Nv1cQiAnA1b%9h}x#G@8rS4tJ4eLJW$AQyI_`AR?uPb
zVqSA|S$xm*xWa-R7CDoq&6bgo{w2lk?p_vf+{?^o?sHk0n68(R?8hzs{dmC~b6+)Z
zyWy+(C0pbEx|X)tE#01UI@ru(VyV>JSBB1eSRC#z$#1yCT5BvmA=P4`#4KTsZD)M8
zO>~O7mYIIO-O{1Pqs%Pt-OBIW*=MXOug#M<uzT4x6AAnJdG%Lb{(XM<Pfgn6^shUX
zswt{JxO=EB;q{HMwH->bTe@08v+a*8yB;{{E@RVt?$vV79-oqJ)jOV(!NgK$<<`As
z=gfr*3JRIy)ZQK0)f#s1cu41*KOB}{UWCrNoM`6zll|UAN4FpBde5By`+xi3Qt$U|
za%1}GH<8;pZZaMdoxej_^PFwjm&4B^)OUXIFYuF5zij$2(DS@lub_0<Etd7^nKKq|
zT)cxh+9@I-Mr-GrQ2%W#HeD;^9o17byA*aVa9#F$Qd1ERYuG8>+V!P*W~bL2+EqF+
z?kdyfvXfaa1xwz>q;T@?xx~HX*008GM$i68nQpQ(igFQ*SZ7=PYv<)h#_wl7eVKLf
zYwX=Dz3N9t9gX*@HBPLbvUtj|;4|?yVf#DyCC&PaA{K9cbLDMIR!Z|rS%#pcla)1M
zFYw3gR|*O=`cj#vH@}Rv%HVg}wxXoVmuy#xnVPLSp7qVoX~ro_+mId2yYyD2UYn_K
zcKdl3qrSdR-1R&rA~WCA$W-0>ZV@qcqHu_gg-zk!+Aqvf9(UimE`NVTs3w-XVu7KA
z?X-!Wy~{mHmn{1u^vZpoewC+>xw4dpyf#NCbL+X8p|2LqNz(7|Ii-2&Ys(8ed2ZD*
zjl8UCIl~JZ7yg~}<?Dv}1mi!_3sjo_9FSh{<;=TslkJXczwGN0(Y3fJ6qP^qT<PD}
z99$(Pmo;hwZZG*L77!7d{A8ZAvhtMId)O;`MUF1M^?vb$uP^Gvj~>Zg+9f;r^z|mG
z8Le0L&OTyP7q_?W#<^^T=czm2KB>QG-7@8k$l+TT-?<ljved0+X@8*hD({G%_}l}L
zyJW2zZx?<}S7I~mW|i5HE9X0D`qC>4jcq1tay~crk)HqAm{UWit5bHBuywL~=zHe{
zQnTjGp6~qG`cB&_hQk|=32m^v`};udj#J@Z1n)7_#$C9u|3L1ICDZFWZ*Nfjux{nm
zrrRGPcfSzZzHo)tf786fZyrx)ow)y0?hIMKgA6;a=2~>5w%Z+&w&~oyo7Z^n^BcJl
zD;JqqDK#ifHGRu${-E#s`(OM#XAj2zHdJ2yrMC07K#iP!iS#XYp~($bU$Wn6OO6sf
z&Sd+W_xKvW>22OAb&dA}WPbeq(>7(=^sMbQd+%RRdtv^AS5V5Wbe%4r{e(Ylb1szc
zzCXd5A?CaEIi8;u_qW=Y$zJoRP<#0O{Ac;z%zxANrZ{bmu4w-s_WxqlOXmEEU*tvA
zip5VBo?W-d;NrYug}{%C+hsh=e@rQp^>F%aQKFFOn)xtT=wxIE7kkk3_61YtmQMIG
zlR353`uDuLwy>Jpr?-X}hB%yTe8T>(lW$38$n$^23V#{-mMna4x3BQ}-_>g-ho1ek
ze$%<9*I#SDHsSoWr+7O5l&PgLslUP_(+~gaIAt|6<>$*MS)UsJ?>%MZoUa?Ar}X8L
zaEVlWm?g9KZtvFzI@!E82~N(5`J^*Zpk{BfqE<@L<pZ^M+hV3pE>^j>`}J`{uXh@I
z-}nc)TniJ_%Dos{%^kM=W{CQe@XJc4jZYoj;5Jdt_R?p|FiU6UirLLM$AheAi}lX*
z>0!Os)WB?3x;sMPom%gQi2@>>W!9Rqw}sgkcCC%KDQ}7R<fzqjv?Wue?uGAG_eC2*
zW@@eoE3aJ6S<Lff*RAdw+C2duf}T8UY?WN*Ds*`3@`Kx!?`eMgtz`P2)n8k+o;=Q4
zAQC=h$I*ZpCM(!3z3qA+_3nh~nQuxjZCCA^C|7UYUSx3P?7p5k;UPiywb}!JRE3He
zEpaxLJU*rL?b0}|Y4wS<N}}%;t#Vko?82PTwb56u)}3jO3k-jlvvS=er|sb!K`K|C
zzWJt<p`GY^TFBMOC8N@TiNm#J=J!yIrb8z`1{B@5eU;_@N+Ri02>+&v6KeOaUn@${
z=K38GsJ!XCzVp`beO`}cq_TzV%A=)!t=AA;FSC7BM0DV@&s#%e?swmM`+L6fEz_5O
z%6lqG`X0KJiY#2Gcq08??fis0RsZ~p|A%~;dD?x`N!E`>@#kYyIyb*K=-ATN{U(I%
z`R5t-m8%wN%sGE7Zpr)DrRwoB%G?8PBvrm-+NAe0u++0{pTO&1v-j*dVU;tv>xGm>
zz~bYLvuyUww+J{Y+ZwS@E?h46v!uo@lOWj>fm4kc_VwBRv3lwolISR@XLGo;Y{8>t
ztEa^j3p2f`HPSCU-R7jc^ABf8ex%@?A4h7O&FlMQrb;Uv?Eau{5?NN8$FpQ=*dli>
zjTuE13G05VEjV9X+#tuRw|`Dpz_TSUl6OQpXff%=+U0&by3}JsYwbyW<AT_eoSEef
zL1Lc-r<_~5C9UPxmT%4P3m>i8F08>Y^Qg$0(2LzHdqw=y8hMl@BCnl)(ck^dY>$^b
z*R!<Vw<WqWPQPTdIM>Sk^AFcYC!<Xhu1#5Z`TSfTuVih`6~cKs4_o$%RSU1neBt)|
z>ZPLK!{=Adx_D^r8?NG#Lz|BAOjq_$y}jV~&eN0DF0DED<j@U%KCwQYWfh6j*+Zw)
zyiEC>rtwwPsir-kx9DP-kI;g3e+o=rmFQKPvE8_J%|5AY&f4b2F3IpH+lfxo9b0F}
zb*iTcOgY`7vd`(-$AG&f`Df;^Jr>!?XXhf8E;`|qz9`#*mOnG!3qPE8=im9P-@akD
z?^M~&ed&H#|Fp?|o7kp_LbaOyDc(M-nt%CeJA6B&%(nZ}k&Un3XR^*H4_h~(h^w@<
zsP**ptxRWf!?<s>Efjq)XM5C5E`#vUJ=L?$U7P=Bw+gH8fi<sJ#{b@IHfOF%>*CnD
z2@0Cq`u{|$91U8V`=<Wte&vqOt-*o+f0oaB{crA@vpa9@55D~M;8f!c?;nf)lU-f)
z=lJjPmUg!r)9V-2A77CDPxc{4)v^7>Pd@E@c7Nm9zwf`jPkGUDa98^u>$YEcU#tF~
zyK%$LzVc!FbCb(O>WaeUeV<fQ?Lu<)y1O@?)x9q6B6rgF!nu^Kk+m$Wi=#KyeP76K
zw`b$=d1oKw<%GmPyD|Hy>hrhP5<i=NvA%4=mCpAsD8cgEo5ttQcf_@>Sij6WLZ;%I
z1&{o*SEp^O`Aj!knJ+%n`#pBv-dd040iNgY?c4lb?EF2u`SPw#3q)tFdlH@Qx58zG
zIJ1UL_0*MfO@pj&x9mH#b$YR!>chVW)+MChzrO3+F|P|7v;CLF+q}FbJ^Nzu+kcX8
z_8(4=pM8^4^7Q7vzOBOVGzyl6C>)eJ;<CwXX6VI>Q!Tq<BIWZ>@s|q-REIdPea~D|
z*}u*9?AcF?Yvmt2eaP{|C*9z8j;GZ@&6159&F9UYE9f;-DtS}2VWiuOZ^EnFCx`H>
zub-TI-#2;N-5c7zcK^!-bGEQ7Sb9vtXvz2fxJi1J)e8bSZ}bLFYR=g_f58&-kf5`>
zUBBA+$!|Hh`Rf|1*E8}=0@QvU?@X4Odg>!r?j7#Rs(T-!oEdw+>g~T563AQpTym22
z-+2p;>?u0-@!#uWnN5E;E$&$yWZ^MY<hmE1yN2iMG@<Z<=S80qJQI7rW}a!E*=C{=
z`E5mG$nC`JwPxF|E&k@XQ#t6M*<7Yws@L9#94yy0Saok%bI_FJg>g=TN{3lOU0mMo
zo3|=)LVC#>0lh0sN4;$hu9xMMI%xZ9#ZGH8P0N6*eGcEgv9~b)t=;S<|4#dF+?9&3
zDccX!Zg7|zaKD88y?5V(U))EE9wt<-RN_=v`Pg*-ImyV+p))SEM-&_nF<Y;_TE+Cu
z)Y^ZSgg#wqjf?v1yLsQ~*zRqc7j6B#+v__|tml#|B4XaH-MQ@R6~(@6*xN2u%4@V!
zc=z*d(o-(CCAZ2>u1q#+Q}j&m+NQ@Px%Ao_zB|u2PR2`eg_(#rKa^jgZ&=D^rW^Dl
zSmpROT`zqR-`mcUI5HTou<hHlWS!y4q!US8H45{#rM_zQ@)P7cvskO+dtT~X(SYCE
zwdO^Ne%M>a{_cx#Cr4u7l_l+er@1mRSLOzq6k7?H*!*u`YjxeYXop6T?4)!tR{jrr
zvlr!?)t|gmCjINetOt>W$CRYFZ`6vVEERjDY`#cdS#Z<rmj{$Jc6b|Cv2t0~O1fqQ
zuaoe4UiEOwF3%_}PJ<&YVch)H$4{xn^C|4mH|N$9nDc&?$+^ioH7sHuXUIu%UD{dl
zn9b+;_IWG38$=U=61^B34*mAiOsM|5*HyWoKg_I@--^+BVZ+}tZjpD~+wLf~#9AKL
zN&ld>=%!lP(<ME}xT1ER)Cjs_e{QKoZR*z$6J_h8?=oiAhE^rnPuaUJXIjk8NX11v
zg1>ldwdsC0x&G?Y`yWIudi>Tsna7~<LwEDBpYb1~uVvMF>r4L5`OhP-Y!sw;M|9Ph
z?U@tKEm~fC;6T*YH~*%&S$!@pn6qT&>jx*cvbs$#xIM2)NjC7!5y#9I&;ROt$vxP!
z&ehbnN})YKbl3XQw9QAa#xKb3=d@vt*zk>YTUFjBqkxj^z#E3r)26zL$ZGV8?6b?d
zvvPAm`2nHb9DP&y=KL%wUi{8`ndG(lK;5u%t-J}d0t!AajpK1Vsw-h3ziC=;|Fs_t
z-$kZav2VD4Z9#=8%WCWC+|#9X7tNe_H)X;Vorn!~1=b5Vxk6sw`ZG~G{36#jCjSYW
zH_U%`=Wg56;^ervja<b~BWoUR;mQsRe;3`Fb@XS;ztiE0iSgUGY8TWfUU|D!O8!H2
zSYqzCgFCo*RRljg(0aq~7}Gjs4y$M4KCbMbBK!T$Yk#uNk853Q$o1Ux*}XFT=vE2K
zg;lbNeT@lga@wEShJBi-n2?b=uUJeyXvz)^?)+!pD?^O0KU-j_FV!^X=JB||f+dae
zZO>(eQd!(JKExN@5wG+O`DQY;<7`y=!|nBr!6h-aop&$uDY%O5nYUDwSI|0VnKs8}
z&R0^=@1=fN)D|sR`K0ZXG&{?Lgjw2ab_LZ3T(O@lH1RU)>@Ld_I~uFqckK#U9x}hJ
z`5dqA?Dr1>O}F<e+MeHXctMq)i|)s1Q{>xE8h(p4HxJFZZ<v}K_2RWb&%Xmo{Xh4x
z|Jt<r<T^c@-qVY}-hO3Lzwg}g#u~|~c~z;L4{~mce>*V0?%fr(6RS782{<13b7qcm
z-i|#<f}%?tetKHoo_*jbZ+DRu*RdA|mo}x!*{(mb_{i(I4BoB^vUzVx!tZsk1TdM0
z@A&N$>GgfOC0n`phftrTRd4<*O6d>aS<Nxa=^)eeERm`!ZgZm^WSI$Ca7}x}bw}?~
z_4)k7T@^KFw}*N?)Kr|Kv|^RwKmVETg-y(i2hszcomzNq&x7q}{zi3atT=YfOM=^G
z!?V+GMdypgc=YWwz0H5dIrCEd`HlDH#Qq9*`I*hFtb0T5%yX>`nG@HF*m321vVIqs
zzcb{I$+`<{63VOc%%APFSY3C@?CRa7`@Nsje$H5Z_mkGy*EPv)dmbp>_vClY&0#(G
zkfY_?9jSDsZy%RLZD%SJ-gHdlnrWLUr}4zZ{zQ&n;jWh+{q((J>8QU>hhLY8kw1&Q
zczfxG>bglOZ|<vP{*#`ZvQpwme75+XOh=vY<-eZ@AJD%k^u0e{e)}rB`0XoLc1`2{
zT9ap=;w7T?hilr4<v|mA<(_=oQI)0g&LC{27jIdBeHzR28n%Pql8pIY&a8=emdE_4
zTxStWqsBaz_mU-!*)OlBzrAYe$f0k(!}<O3NvZR>B;pr_F9-@c`NgBtW{c0&Keq~F
z?_OR|T2xm0KV`as*wZ=ZJa>9nEI!37TF55nkaJdQN@)_G$VK-@BG$VduCWygN^QF%
za7ahPeRK69nbLksMb_mB-HoT%r!y|<mrZnBFTaCPWWtfmiYG5t91Ps_SS|BVoub1v
z={QZ#_FKkAk5+R1bMV<%J>B<u&Qpo!+wvNpt@rp5+<8awZItYUQ00d^c>nPxvMj0)
z-kQ1LMoYNY`B!0rG7rwzc89BPs=tveVB~bSvQfD1^M1v}Yp=Dq-n8nFQViF=sT~|^
zF`;WkuKZlDT~@ysr}@iU*-fePciZ1nAS$9bhie&^3GW;|BMzJFrdb+13rjz?^@*^Q
zJmTQVe_+4MJ6)vo8vDaq&fqkL=v)4e@;s8<YUa(;Y}e{%ZSil8&zZaUP5q9ryAS56
zxi~D2otI*{HO2j@#Q8q8Ge=%+e5T#uq^b4iP{$>ig1uWNoR@#lIJZ=HN7{91h98=X
zB-qncV$2#2)}Q{tyCA>!d+q;J?eq%6%kwi2HSKQG*zF>Cz=Kt$*eB2=Kil#+gYuHr
z%?u__jQ&nIq#5<X<z9=lz`1{=C;eC}H!s_#BK=UtVNnbBrQ90|60V2z93AbLU!6PS
z6L{;Ss6eTX!U~&bfgCNI6VDXztaMT^-eAtK=I5K%E!$lKGsLpqY!B$1s(NPO#*^*7
zkM)#31&f`EwQ~qa&^zauvHkkF%J||BiIOvVm0L}C=Vm<dPMFRU;yd~GGZo(xMX_0N
z78xtMt4<_1r@ZRtlC;)+xbIv@nC9O{)2j4JEB<zFE1w-Iwy=4=lDkd))r9}sy~5ob
zPlvt>&<H%bcE#F7Iqx?0uxO~%rzCMWZB@(=daiUnW$)aMbQayKEQY6cuM=8wWVz3(
z4LTNG)@+l7F6gz#O|V~)<QT)cpyS)mMeiTZ6Bl5AdBBF_;6Wvc`$3NUyL2NPg@SaI
zByG1a9X_VXG}l^p#)|dHKf<iddiftOkjb%~zC=%{dwqfHk_ERrH>~HdYi~`|s4BST
zU%Mr@y;V_m;q9j>XIl@2_60Pghsx)lR-GI&mpxE{=hM=ni5uIFEqhS(YRB=|<B@rb
zWRpAkIULKc2peiF^m%;n0HdS&)XHO>iyD6T^0G{NG)YZ3VxsY$%zqaGW*2SGslOps
zP}&=rP+a?{An&-Fby)oBJ&W&LPg-r2U0Tt#RV(KBp*q3ci3YkUnbwazgr=M`bq#Q+
zix1&@-Xj+%$@G)`;!J*(72%4$<?D{NO(}UEm=hQL=Ee4#0h3=GeRK3RtC*7J!vL)V
zaW1Ui68xufPFnDH5_?3+4&M!W+ho&4cCswaaeDNjkGbgFVLAW%uQ|@|F?;gM+H9eh
zWt#Pl6C$ie&mJpxPDq=m80C7UyLMr?fNQ_w6@4R1m(7)dE<cZIzx)_}CbhX~pL<H#
zjycX^lX<qhiCH7?M)BROPZ`~ZGP|FjeY?lBr)FJ3w4mj}Ia6lD7*8p0HrcYqt9^}#
z;ubIE6ZO2u8#ce3;(NQuRQR~^ma+v68u99t2bWFcyVE}D#`!Zjd)_N;o87ip_l4Qg
zuFR)_=l&TqCEm50zJ<q8<JX24*NpikPNbzB7hjQd;i<X&l;uSWVr5HiJ<d`|zI5xs
zUk{miNi$~um@w(+3T|QXE4yz+hfnIRv7WF=*p<mY>Y#JjJje36pRV;;6$&1$Q1D)H
zI?p$x`|h&i5#51Hwz+pk_1tb*CUtq4=BxY1{|4r--}ChKzT|_Ichc{l^*iI9F1t3I
zW&JM2os(kU%uU{%as9~Zux~Q0RcVX(3cYJRCn^YhOSveuPVMmXmuD6xzN&3rEg!$2
zc1KCo{_QOf_sLc>MVPnqUn-X@yzc2O=sLkHO(NwrQ~EY7-<{no<!g14{mN$hbsoK0
zpTee9Ds28ndV#{10LFy64ngm<dB3zC>hW8$87~kC)6);uT&giGdd_6uwRJszR`3`(
z_r|*XSP>9@Y0IUYiO03ND^-iXu&;WpF!AIc?wOjacS$`|+q7gR+it&a^5zRGmYo;)
zJ>kl}eH@1(w%n7Nc&K>Bi(02?+*X{tO8lus0p~pJcko&zMnqrRClVdKV|{1U{SPcx
zR4Qw_W-2LtUYNO!(PZIvC-olru7ouiV!_JXW#?v}^$oBnXL#FsO4mT7$HHdA>XP`+
zyV}y1F}ZK*ZP=+F%FO(5hRf4}XNCLLPmI~Tb<Um**7H~2+*{4|U!z)d27g$#;Lpb8
z^RMp?{q|e0<9uYMDceR9Up<=&=_z_1yUq%hbbZ`%``lc);GSn`++}e(|DTI2KIRs>
zLAdtARL`BC3t3mHtZsRD`1Fy$T?MmDX3k~PFF&*M5zmwO{OtmF$~E3!=X^Km6W_i0
zhWl6MoPEANz~S>p=CgbS<^Sir6F4_@=LM12%W1+<zHFtuj=rJK&DPAmbZ<_}O3juh
zXOC=|F|D`K#dCSa%pH@sQf{@m_vr_!sfvb2d^+uUB8B(Gqn@mc+Fg4W@dbYqjeTu<
zE-WL{qt+!usMvW)LD!q_VV_D119HQcS|rLl^FK2#6Kisebq?@gw#(w$a$h~;y0)&=
z`6qj(1#2)*<V`te{#O1ech&F5-0@!|`S1BwIoy1>zWYYFU`x~irt&inIcEsoE{Ur6
zD1LX&vW|Bq)iYkSvlJXy@s6e8q~qP9#%Y(#?o8dU(8y!cXe=Jiy>V?Mzr3oa$QrQ&
zi`Tby2JJh-K0WGTu4}YZ_4D7mew3~IU*{UP=t6*7VwkMzA#SD{TlXB9b4v4dX2#v_
zADON*qzls&w=O@c=Jj>2`4iPNd(LNf?#`b+<11H~_JyN&gZbzF{w&0AB>K1S$C{?T
z&u1$;pYbo(>ga!>`fk(Q+It$w?@}u}Prp#}`EO)rJvDdgy_&s~r#CKEX7x_UFET#z
zKlaF@g?hcy^TfNC^FIg;oUuJ-;_t@_Nnf27<}Xof++8xeS0L}%ls!hu@*e9KZC9;)
za7b>hYgNe{)@^nN544_{^l|d!HHk^jHkJ3EdsBG#)$W(c{!!J}_Ub&I=Cb#Ml-<!a
zUv~%Rxd#Z&nPTMR`^ERw{f<~YD@WHwZv(;;OxW)8J<JXBj}fuCV|!!Wmgq;?iGeFm
zHcwoV!KuNKmv{Z$bm8+7auWl2I~^?j=M`%dWW0VOp2qy-RVvrYJ>7CDybolp4d-vz
z^z4Q9zSGHC3$@yAvYt3$l)7Z!)9-pu^{!m4nZy=&^YgzXsUvqT+|ZUfqNTfY<?J)p
zsv6i1%Dk6uHZEM+<#(=i^NIDB6}Gkiac};?CdIPzL;2ke_x+nA_<u!7xx|_IUsgDl
z=N9^NrviWV>FKq;FFM#5d7i%6>}oCi<L%5}=l;CVs6WG8A<ug#jzyE-{YZyGb&K~e
zNimnX>zz&>t_|=Doup6{ny}8dR++PD_Fg9QgYQo~(6#rQ#WHdBbWb4`lkSt6s(12?
zw>{m$kmvW6L8#>e&*s%LKi8^qHdW_47V@6XJSi_?&+evf)>!WwE3Vr1?y<uYo)zkr
z0!_CjEIeP_-p6;Qg?)+Hi>~SWZp%6zbX1x#Wy*=;Y>8Z)JCDxsej)NMbH)~nPe<h(
zAKuZH>1Yh!RbOUfAS_pKdG^QJqhUXI*pv2d^T@8faqr#Q)t5H&PRr}b)@aY(W_bJV
zb?y5yy!PL2#CEpbzO~zY#oeW|HC0wD%KdbG%JV}Hl|+ry&$U`sWn0)xxi$0hY>-$}
z<IJ10Jv}ScWc+rYW`0<3<Goay)s&sSbvtJ(Jy~vj=%MiICf8+8XDa@2u(+cjl$kll
zIO@g}&GW5?iy!<JIs7ozncXU6viGYmOCJ_2D!BSUFGJ`D>%$KlxB02oms<RJl_&V<
z;S{;33ycP7=1$+fSF=53{#ejyFDam}^&@tlfzrOU4dQM`?xvo3{C`tNMc~(M*FM(7
zderoo2LAgop`y)izp=`{c#W&S_lpR{&wuT@wCX)qXYhr$Kc`x6*;f=VCsgk7V_Tez
zpt?oNdd+>al^=<`+$YK{mfg|OU+I~(d$Y$r<(onYRjcQ6DnGJhQe9B8&f-I3hsD;;
zJByjqtImhJ9NB1l_cCwCku+~r`-<sY+>tITTzJ<{@>AnKYdJ0Y?Mo(e6NOK=cD>vA
zxNGMPHuaRxXH4b0_FuDZy|jB_!_vdNw(R#dpItBaew{|^jRp_XFJT`-bxahjG7L-p
zXwTD&n$XVXvQEEk?wZv<1O61;KJog~V}|%_hb2{#4`Xg>3c0!Fbg#H3s%|0vG3XS(
zMfX<gYvG+44qKLNmDW*;6mS=@iD;RryDe{-jp?aZJw2Qks~&@TSjj58gsZuFSX$Q@
zzTF_G)Lp$q?Bd&X9ZLR%tx`2^BGLk1mq<KRDJ?&<x9NXTT6p}0Uxj})*Q`+58Q|f%
z?39ForG%uT@44B}rhe<c8Mo`+Kf~pp+1BKl@7?@&vGkoguLPqmI8T_!<+mVND7i4i
z@%;jM<#nNbzvkXoIDM<9zp(E;=S6#YFNWM3Y}=hg((>aqQ=(pWhb`3!6*7BnzNYZT
zviF5AJnfFoxPRupqWbwG1vZtU=kpJ#OV0L5GmgFeoqv+ZvUi`)aKA3B>H4Z+)KO-g
z!FBwN?gh@7#zn#lV`5|5*}bHGe>1f{e1Y|n&Yo7|*_rRIcY8g5vYL(OQs>#3$vVFn
z)XTp6zRSO{AW$slP~DA)#wmZ3nWx{?zE#lV9JuxAT>XkTm%kT^ii37<=y#Ri|KAb3
z!ZY0F{R`0_BCiGh1S#zDz3Cn{>0R*V9~}E_;=F|vTvEK0&-6_5y&-hRaFJp9hsg3s
z=ew^r9?ZEEWSJHvZ)*Ge+HC*r{#$)D&eYo|e?P?H;#B)d`^<4pF_uG9YoB~tuNZJV
z*1zJs_>%SyiA%TbT7O{Pw;7`54hI)G)tT)OtUck%$iBehs?FPWiObRAyj)s~b)Fw9
z2&~Tb)IRJxpG&Oc-ulKU#yZtaw=WzzZJOn0e>kLNZJMmofp^hb?@ygez5gygz$bQt
zgQwfpGck65Lu&Z~LkzD6eAv4nQ6xm;<lg9p-BV`2nBTz56WqU=X|8MF0`6<3AD6Ln
zT$+BfmtXua<IGJLE`H5y{dMWX6`|<(8?OpK?&Mgp?w3f3q{+|Ba-MS!3g(@eP-^OK
zl7H<5-?LRNANB}bf5SDct2sj9UiGAdQnKaKb0<EFWHdg<Hj`8Lxw+nl0=Hef*G100
zJY{kAoe;P8^EZ!wC1*`f&5|#>7v%F{#g2>{R~jb2Kl<t9>m&ary?En1ozpa(PdIez
z!2*jlEQ<3}Ca8+uRBKC)kc<0rBbd?YY|7Qod*y#lci-~xU8s#l&>y!$O`jq()sGzK
zTj}t6Y4GkfdYq4#0w0{Qz3-_RUtja%O;wuHpRTtbH4`}QW!C?9SyDLh(u6NUCUY*?
z%}UuKvHX9f`pvw33JN!$*}r6qO%vIF$nluRX2t6=DPl%p5ld_TnX%8zw~J~0t}`d?
zRI1vR=gz<ElwX8z?)~5Jd&)%N4X>mh$#1aN+xh9)8@5R*9+&L=Hm1#gsiODcllTGl
zdxcLtCS<%_q&K60=l)KH<;#v5Ew2B=r=E6D)_Tqx{m<Xu6zCnOKg>5>x8wfa!-dH$
z_C@WpqZGE;>^<NkGGTL=O=eWWR!{bO8xQbBvB$<H9J<<WYaTM4P0|1Jr=s7l7Ct>1
z8}>db?$3f3TO~NXPoMtQaro)f+uW+sZ!#)V=bgx&Hhr?xI=%IVhgmy6hg^Hp`P8&x
z<@%4B$9Y#<3g~`0Sy^X&%2*&?S%W{3we)uGgd)yBc_kx`qFMJPKhF~o&CX-bxjT2;
zTY2X1Q4?Y~>zx~aJ+<(NS(U;me)0I~6@2G3wU?fIdEr2?)4nc#J$CLOsToRBbSkej
zNAEwHu9W}Zvh3%z749=8ob7$#(BJT=<JIqJQk`?VF11=7TGlNV+npd(?KFM=&F9||
zf7K>mPiebrX>=y~;a8_n-wl6fuAHRIq~$#2>Y^<Po%?I*gmZQmfB4h&WNYmUk(;-F
z*Yt_M`2F@#-@9)s_a(Q^Zk;2#_~oCrhsTvS6ufLcl=~<6Nzpbz!%XLcxpQxYDBfWD
z>b#=o(t%Z11)TjX8H($gCyTN@+U`4p>tsq9Yg@{?WAV*=TlH?muW(xVSEBf|MxmLP
zYvO*fP!Z)?miVnVH8gyFYiwM;^^$PsvX%FK-@AJ0YVX;?LjPF1`0KW7_5`0gP$~bl
z_LTtdjjM|4KO%ljH8aaz+_2cFzw1SbTxi~wy)otap1l5Q9^V8-1D~+@%<sCDac%0k
zg-NcHpKdg;4?5a4r!t7;Zs%wA!+BSV(;X(dtoK$douHBCy2oYX5m%lC3)2|_V;{*K
zUeU}knL}~)1Cw)qZfvr&QJwoz%UEKbgmjaOz~+LB0#ongI$q6UzB}Qvhzqmny{shH
zxjvt5_j6|D2v(juwNgZ<T(yh)l0wbHw<RVaLW}N(8od*n7O?8M{9TpWca7}dqhF|%
zwHM^+#h38O+Si<5tYN%+B<^3`HqLhUE|u9SVXt5EtIYPP{r)uSXz#DX_G^=*FWHBz
z-oPdM-*YX~0sElUD_&0gU$fT9GOHtOe)u`(DAtLq%eHjMtlAU2dd2izJkuGT7R}oI
z@#c@tj@kPxmfn{+WWMZ6di*O}&A<DE^^VV%_<Y~zv~cJ<N2%J#snw4)dOdCCt_#_D
z-_=iXslEO|<}$~su!)!A)2q&RDQOfNo+|XR_qh9f)t&O)dXtqTKC7yJp2Q}aCOSDy
zs`}0Euy;QUb#kj`{eG6(yGx^?;hnaZ*ngR<sjIzNCLHoPRIqKqsm|!fbKhF|^zIB(
z+*V+@B0gV2c+IzO+d_j??=HwZ80H%#*w^@4?o?}hfk@2xMH7myd<xk7f&Klay&)yn
zQV+K9q;dzJS@fbR#C5~E!$mW$?k>JLwaDeM-?h})`;r>3g?_o!|7_N^ykCa#T|7PS
zXFvI)Qu|j-Dt7+%@0ZV;?`*!5rn>FkX@}0XXV14Qb(x86loy?wd2a&;Tl?+@Rv8@H
z4uNLVIQ$;vHmmM@GWmSIB4d5^`o`5c%wj1&A1ph$&1J_*y;Zw+q&|C`P>^@q&DB%3
zEK?)ufr^eek24n|H)DQ(<MTHwtEc<g*T?;@ZGSaQH~iJ>Uo9^`#0u`bQ?)lG*6_#r
zzBgByuHJX-Y*!J`Kbm+b?@R!vXpZaGD*+*gD@~oJ>wT%r=P$j!##e03vqzRCtNavX
zx+a#DTL*lxedVyKfMr%gi|g`*3vAvd9E?)m(Ghoo%UU&Wq3~v{yRj2A{bnUMTCO?r
z{Xmp$U*DSMzJ&ZAiOmMd4+F#>F<<%d;_4Jhm!oWRG=vi~yH6eoPWN2!$)rS(ONvAK
zu71dj*D1^L^6&niFY3;IyHZVRfkM0dO(WJNPiHbtKf7v|f@Mt?Q?<_pUp*q9>>^
zwOAQ0e4sp|q+-KQv+@H0svIA3t?x2EjN4~;@9W?8Un|x5-`@_rTlL#E*Wm2S^-0Q_
zhWUMawjc6dExYN(hONx}iql`-h&l30jpIaaqgzJWiwf2L%|X8p=OuCduxv0s&T%Z~
zg39wHA6)ouE<6-qA)dW%t+{2B-BXdNi=OInww}~W6mYp~ax;Vdjg0f!RfjDbN}kX3
z;@8RI(pz#$$AnSb^uO4wY_5;y2?7(MKFfX#yj~vNaop(grP-l}&ihDrIL&JF+rrf>
zFiGmf_BB>vt?Tc7`XcdJWfEiA1_idDkHve0!(Ycb6}~Z_cI%F>zu>iXSA1@jv#3A5
zwr^E@o*-9^M)<;-BD;Gr%YA;&>t2zgsB}lsg_%=w?%e3j(w^I%>Tfz&qBlQQVXII3
zl4on~#|tMvh`7u5q)v0iDn`rsqC1LWv`sBaig(1gyzADGn0oi^X4_I_9Zs()=e~tx
zyRBavd;J)1&^zHR-9D4=x7+3W#GFd@NaYfJQn5WrMq{U5&FTUTQxT4cqyBf(mwO~e
zwghyqk}dqcaED>2h0j63#d1G<*Jw=_HqTM!zkEbPRO!KnSU>aJ_PujlB+WyP-!7^z
z<EVIcM>xiR&eNl|H5+D3pDpB+EA%dUir0+&8&aer%!C!hzH6#QeydsM=%QfnXl-?4
zJI~5uw;C<y?mcrBFxML?UphYhspj=Nxf#2bp19g2rq>YrL%FrsdfQD_Q(p5ayUpIO
z-1unw-Q`T*x>lXLsc>{|zu947lY+y{ow<uvcW`iZWxUpZ^t5`Kh~X?(6>W?4uJvk+
zp4Zn|A2PU@{=~XJ>HVxEx9i`UgfDnnHC|OqEX+URY<_>;u|Ks;cTyf}CVahh`1h_G
zQ`QMS+nu~>dhiDw+2l!DjHOJc3O}ZV_S#Qum3j8Zb4H%^lC`cY*0Fo#a4F2b&a*ak
zu~uoN#l^)dJ9ceqJT>W?c8KWIYoRm0RIs#Wwl@BYso!$qTNSI9N~(Fd>c^}0uLNiP
z>MzXreff_4aS@mE?(_dHF!GgO`%15$_1ykirK}QjZqvl}jZ38LMCY=l3D1q_IhZwB
zJ4ybQ@V)I0>MMAHQYKAqxUkTntU*I_S(Dp$zjZ%jOJZtzF0*fbC0XaTbN9jG8`3$V
zzaoT=OZ@RW<Zm*e-_5kbEk5}ln{H}!r|4o?M%U+}LggA7aZk<7D%SbR%={G7oNg?z
zZ_~lz>HEZ;j(BwX2~S)a{O=FjdC|5+R!cVh*sW^|9`H;MoLC(@&0Wgo{B3?gmtFo`
zXO9V0&)Ri}arvExkD{8N+ezkgMIMORv-+U%srfnonBpJt=YQ}yTh+f{0b_x!hKA#$
z-kZT0A97eT<L*C@e1GD>XWn@;Cv3j_z*3zxM85d4gS*%%1B;k1r?0$id@ffm9>zN_
zaEiQ1#X8gYgHxa8=YLq!bh>Ge>J8bIo}aIqR7~SJ^SDo`-=t#MoAj9_d-;C7eC~Jn
z!eX}b-4`CMGs!%6!S?yR`wuEluHSh5!A!I2hfDpt=3GtrI5TIq5^IUvvlboZw*B)m
z<x30PCW@GbRLQDxxeMBgt~<Vd%C|M9dGT*==yx2vy`aQ#)z3N>*7(*H&NVEyAMS47
zlsHfChidQM&ePG8w!5n?)G!Y5`Kq+?z?1!{*8(p{iyZCB^sT#o;byhyr2Q;xCD&u0
zh&;OETjkoyBE96SoIwTGEB`5<&iK4uF2*kuwAQ%qR)w-ilF!Xs2iS8y8LRug_wW|E
zm1(f!o3intuahPIMecR?ZRXmw<)X_b-+nWJGwvtO?(?^IPS5X8(!Cq1!MRXxx2=ju
z*ZP#lOot_o&pp#$EPmqdC9hfM1GzsOO3SsHo>aZ)LDG!yN$mwLz73`toZRjgF03r>
z6x2C%$Ml2ZY?gZ-OZTTwmzY(?z3Oajt#8*=(WMTRvfUhWr?N{|S1(D}{lqW%eVoq!
zYN={|r`<QR-_)|Gsh4tBEk4RJ`~IC9vx^RS3#o^`NS~?J^Vu;~e}(POis}2(7x}Ma
z>(^hsXjjwIr;!IFt^S_VdC<9K+v8*Rx?X&Gb?lz=bip&Xcg_2J`p}n>Y_Sb1Q|hzC
zKK%NwE?pgemPsvowMXlo%t!sz;p@IX{J%`+L7#Mfy<e(bh(WqnXnxNM{Y9ce+v`Hb
z3}QCq9c~bup0)mq{3#|e)nm<<qSvJ|25)lWdr^}pR`89BRb0(($IGu@ZuO@z^53ie
zB;@ro;^5`eRWHPQJd2KfmG%9S|Dx%ARG)lRk7q82ai*x-TJh#U@mGI;RezK8=HuVg
z9>wLfpgP!gN5wm3jk(^3KYvpDb<p?V%>8H0n7#(=x@)+3uFa2{2?f8|*6hgQFg1L5
z_|xgPtEWzHl-l|2$j`ICyPeW*v$S60-*DPhT_fs!d)3dX)`M2A6`KV=OzQi2xA~gO
zwL?G8@*nGY*J-uy=UG;fRVR&KP5=Bh{ZmxXf&{}?&UGwztsQ@tpZ*&A#qY894wG0T
zrnvJ<Pi~nx`Pro>d-zT~5U#A|FUaJx`5!d%?!vato}TPICMTCF{(5S!=i9}&XM(q~
z&f8_3_I~@jy^WWheg8!?X4ao4{>7PXQD?8cTDJDw@8;Vo(hbIU&8O?wv+DWIPGPP7
zVfc#o%*<&^&hEH-(d9Bzkc#@p`zMxa9zP@5uJ!t<>oV^<{>v2apAnq$MVEhLfyC)Q
zsx#K@taHeFU!p&ot?J;dwZ-K(F8g0J3Y(bWRu^(~*-1Iklgkq0dy+15<cqF(V%T}n
z>)swai+<zxb3Y%eOnM-jD1X8=DrMRtjRO4}CaxN*mxo`-EV}63GHp#o-15tJe2xn4
znO)oFyXdk^ZUvvF74HIel~{o)UuNgrr0!D^U*>!gTA^t$@#I4N1umT@U)YAs@!6!g
z=&6N4&LQLUkd~`l>L=#DTX30U^6z!BMHy?3xaIH6TyLx*8#M3N`h?Igm8SLls~3Gv
zOb9z#%F_Gt_6vy>C)b@<@erMw`(A6W@uE=kNm@Kotzy3gRwkWEdm*?|X~zCZA&Of>
zd{>?Dx*__4G04^Im*1=q#$R_QEp+J-;OUayA++4uL-h6Kml`WxC^tAysNSf$US9I1
z5L3PKVvfCSAs5x=ek@^MxhVPiiCms8bx+acAVdFf579eDH{^fpvrYO{@jUM*QxNNa
zjoov&=C{gmlw{wx6qTO#=U}hpRXz*R#@`FP()aZQF5K{`wWaGUOSR&{q*JrfIYRe#
z1QhO&-rwVISSH>1C_c1wZNb#~(5wHIYr1ByUUmJ8*ZI$y9^dN^o-#dtZ~v-S|5vTb
z?|;qzk2Un_e?PmUmqV|%ue|Lc5`SR%fu+|bZu<~r#d<J&;{tBM8c}Zf)2p3}=UNB8
z^{%!G5PAN~V|Phc&po!K#ou=d$2%=Qk;Q!G^z@6GYWYlec>P7Cj%9r1nwK1G`#!Js
zhR=J6?$r;XmfIQKU+k!oWzbQp@3DIJtxr>*TYc?3a`VvD;~PE(zq#Tb7ZqK3-TLd(
z3;WL>ZoI*<Vv5;3-?!)46<)eHv0b_Ga@E@xrn{DWpSIV?X=hZ@i>v83V!czp@pLag
z-G9x7u|FzQTt~ls-!4(xuE=8rfqvKQ_7{emaQHl#$MC{|wcziu=jMKE?YnJ$eU{F6
zQ@qJt;of!AkBR=%GZMm9oXc-&SJ<Tg-D}s@pALcHp%$N;)0yx2G<mV=Io)QJoM!g-
zq|S`1yR6->RLv4uQuF2JJ*#6$J^@#igjx4`ad|%f#JExJ#*C?!HQzPgK7DvK(XDV&
z=z#~(DcsVJSZ|89ZhoV;a)Ze`yGXPAhnHV!gmn2%dCax5#=%}G+EHW%_idpzoha*~
zCAL8&n>*y}a?<uUuF{zMqCT=L>()ZSC*93+^A4`>QTsn3cjJfdDqptiJT@6mKUFT>
zB=O&7u9LD(%*87qd%qOkIKw?nJNvB#_jUQ{Z*^-nmmd9J#jWgdPw>an_xF!$btSiP
z8$HyxC9vk|?`hMw_V24uZ|B}z^slWfY=ysecvIw>nO8faP1*UI7i@~|J^A(Ok7=F1
zrZ&D7)tmj@KrZ3+$@C>#Zd`f7Wa#vdY2jtPW43E=Iy_AIAskToz~J3%Ee-h?kLNut
zO4g-w9(yzCpExe)AiepZ>?E$u;q6jR&#uH=vIx6%%Wry;ljZ$Cf5J}wS^q$9%S`8s
zPlDGhO4i~Jec#&OzQjgrN==>c#-pESFJM0@aO~HIgUgH03(3zu$a(p_@bdcqKh3Xg
z->|c}S6{*<W4D6y%cfd)cB?IRUwGChWmlA$?R%TG+5al@5&4#b&PUo)(!C#foY$Wo
zCH!L3H!+5LrkiiQ+I4gDP9=7g8)h$)tyLnH?fIvC&}}*MsjborF5gwT5fOB*?9qQs
zp`0-OI&IEt=?AktH>~n|&d0e;+4{Mw%8mA{Q?>e>-wXtwaB)uCA)>E-ux(aR(}^nP
zl3&T58~CqGiN17P$A5Cd@pYz6m+uDz_ifp<q4v$6U&>jh?uLo4s|ohqdAj`n4wvtu
zrcaNA>&5%liM`x$-?7e4NAvsd6X*Fur&u@D@&Ei;<+^kFg!%ioF1lm*({cw>zJ`4G
zzS)2NIJoZoANlEXw$`b;-gRcaejKxRf9tsSy3a1xmV2J|Tb^6m%AccJw#4U$$*tK^
zpj@_dh2E(RCyjesy}0>Sui}z!D-W+Z)ihPiEq!I;(pEKZpU9fT)}W=WJ@>*K9u{B8
z*I51F{<FZce-ZJ|Ebe?1|99QC{q^Am&o3;?{~%-b^3MHdmL}EDyKUQ@?<V=4Uw%Ga
z@aUfX*=se<=zd=>di3j?pL5>oE_m|BCc{;6%5(dLqDOUYHIp8^*?+O?kWDA^`EUQd
zw7c4ip6}l-+WJ9IZa1&$>5tFCM4AqjUg=WW@nDnjM}c45QGq-+@6~9O$7Lv%=k_b_
z=#QIc{lB*By8Jww`n!fDoBwC*{X1Rl{QpW>&bS#i^PRUoeR}e<{zv&(?|J{<%5uti
z%(HK5`meG0ss4M953`<BMz1vg)gL$2#=fsv{k-{kQKu=dX1vWlGRy0s;_q!sHZPoQ
zwAtdqca|%CXGAC5JhNw`%#vEWUEJ66YF|{%%C5cSn118V62^l|_M2t)JBqUX(%(Fh
zIZejm!jDZqf>l*&=lqH0t7B((U%zKZ?SqNlsr?D<N?nN#`xm)g-)wOGXyE*{i*KKo
zHaXz3`~BwfupKM**?aw7SHt^X&@1PeWZ16r;sHrF15zig+5bz_YmKGozFwj1$15~8
z7E2vpzvRd>6+N|+cJ7_BH`xxA3tT*`?6qd~r*O@U40Zgf+rGVj|99V->D?*y`>!rF
zE&p5)mL@jevFYd<pHpqO4wh{)(!9Dk#``_b?-P^Q!$p%CTzm^waO59Sj-1(a+2yCE
zruJq}_Ib=7kGJ1(SR<Jo=X8BaZ<9pGZ7cUHcF+EL&eSpOK6CO+xA~2{sZ*Oybrx%?
z8;hq`+Np2;_ITO%m~V$nZ9kV<&a`v5c~!cF-|z03RXSSg!m`Wa=S)6%=gMY<MNU#n
zPn|q-!q0CRr&r=UZeuRlsud-{yY%a%SIzuzY0jCq&EFSY3E8x7-P4q^vy8i%dwmZr
zS|9l|-fr$>%lGSUeL8D7Q?k-Tee<<Yzdrf4i(PhEm9yA(o#j2)#<<+)#7UV+zAJ5?
z?Y(iq;Qu9OmSi!ztVQ#Z{L=1<r5@ZnaT9lUz;rLAgg~jxo!Xj{yO$+uscl_)!gJ=o
z1+!PSMW6GC_`nq6Wp&YWW}1rGp~K3PjfyY1Z<&1U{(_pNOU{()E?siQljp)W?#V{Y
zGXjKKrP@U&de(gZ6=k;h^P+ii$2M2*5IW?;e8lI-W{+zO(uVPi*qSdNNEP<Evn}R!
zuS_T7#p!F^u9O})vtj!q17iX02b%m71bddZwXK-c8I$R7<5Kst`Mk#;tY2qfz<Il6
zqoajJX@SE3o01!6m85DoIjKoVO=cDGoH#Fbrlp$D-O0Wg;v%i>0#h1K-BDe-AjR>Z
zan9^76W)sZ9CzEg`Z@FQoHYrVX60pxns&dJ)w&0qy?y)m&VBsPEEhG+`M7UUQ{{YD
z**sRg`zg^bSuLuw&Z$kk6t?VwQS9CI3;N6?_g;3BY?D8{bls&-iHmK56(4Q0T5$gN
z>kADgCl~%H%`IvT-BlUt9C@*HTBRyu^VV{Au4<KOPxR~D&b-iV+Tk*{#n13|&h_iZ
zH3KjDSv`2w^-IP_j4{-5^<~w2K}#5S>^ME!snhb=zeS(FMQ!z*zWY@`^Vu(6eU<mF
zmtJ`8*naCqKI`mfw`^S_G#077u$-cK&++&(hPwx27}iHTvEf)&BY5$AjTNW!QeiQk
z`)x%PQ~rvG_@%CH+T8oRCb3TZ-R#hc36BJ3H#e@@b#lqm1gYm<g035cza3hC%yH4Y
zTTRnMLQ1PS*4)ly$qQUpCdi!e;^*3epKFW-w)Ht)kw3w3QEZNeyt38q*W1DuDezj!
zgqWKD@R5-@xihrz{`R?vdqq3gik_HGYQ4I{d2vUqlEI%FPFGV~y-#o1u;Jc|aE_Gs
z9US6IotSs{N39F_|1|zbVzu)BJG(TVTyK|;3laHL-Y$P?t*PSwt{;a(?DyCF=JH>>
z(t6Ra=-FGF!-_&(Eg9ClbelWf&wla!OyPi2%&Omh3xAq$YHQO~m&LvJ-s(-zJh4Q_
z$yTGOw)U51sY$q!V%qZw(kuItd@A!Qcr=*=T5bBYmlla8?yvu)`EsV0=&pqvJ?#1`
z3$AtXiO$;5ULAB!L37Ue$}X0ZX1CqXT&araoiEM*o!37w{=>(P+!_~lK5Iic4W?j~
zGmHN9?yNesQ!nP~hL|9qwr-)Moo_GhQJP&QDdqL!>)(JsSD#Hz@>4q0JJ;oQoW>fC
zV!62?`vPp-4(y!x@EsH1jf3ldyxabN*4GPLQ}{#Al^5u|dEi>{z(LAl+N-TWjGu~o
z^nYZoOZokD^`#|8{Gtjr&yzm(V5-)7KFw)uEOV14ot)&Wv87P_S^>B5X08{1m*|@W
zZd~v|;4;IF<J;sP2{L^KO@S`{G~;DcVzy<FJNI+O7S|^BN#|E^^asW)e6UAzSHZ@1
zw$Ax+a&PwsJU_qk*0%WP`*%LO`t$kzpVoiOUmO2%|7&h^<Ma9Y%O?L-|Mw;c-BHyQ
zKYjAI{L}p+6GN)R8Pm>iy?nWv!yt$MAHQ&dM%~|bp@eDIc0Ie2e%g5lpRcE<yY^e<
zbI(+-x2I%_UtDLi)OpgO2$!<516GM2y#G!;+?2S6RZGV5*7oLElP-M!zEId@^G64v
zQ&I1QKKV}<Q^`LxcXD<HPj%yW+w?2*lfSEc*%!Wvzp&|N-;TYj*8ShTdEuvH(%E9>
zl_ydo8|+q>WI8>`*`)MSZc&)gt+3<S3CBw<pK{91S=l?|gyY;DnRA*AIc`7en#bJn
zk-<8?!Ssc@w#IAeA9DB9HEhlcnB6ITQ08z^Fz128*#nLWXVQ+o|7Udm--Rz>f8YEJ
zov}6i=?3=2NkU%D1x)-4+@x&JsfzX7=VCf}aZB#wxj%g!^EdxZ-~KQrB#3*uD~HN?
zyV(Bv2WqVIt&h90Wto{DacVL3S6`spc_VPeTP2~@XRj>$H(Rstp54|0i?3@Q+V67j
znWylr%I{|QlZHC&<!4T`a{acpNS&$sr$5+iS#Z7a@|=wH?VJ8@Nw{+7LiD7$g0(`1
z60XO7)*DJ(HR1d%+!V-cX<b)tkR|oGVc}BQroeT-?Sy)QZvDM4&@=1C`@nx25=2xt
z|L=NHXrT33bsoQ4>h$~NY>Q7gR6BggKkE4V=gD~`lGgH?DNcnvx333&729!ZQkt67
zp@54=HgwL}HaT0;*Qr3v>1*h0X{pyzhp(M93!Ia(sDewZK(My(eD#C67Y^DS{8}$#
zcbi`MC;g1`^i<`$wr7NAi|+jP_`b1!UZ~3cq<LTNK8xQWQJkH4^nQefcb+x(>!sX2
zE7az4wLiUmocHv6&%a9Zvp1-B8E6z#t80A8d}w6Jdg}46Nm+fH48lxj&JcKV#%@PM
zsbMqw#tRY8C-NIRzg^+)@ldF*b#|p<wnfYD*)3vu_j&`Gf0xW(8^=)>ygfoTOVqG+
z?t+zDvPx<%>~UMf|GIB#^x8LnVssC`NX?U|^Qn@Y6Zj+P?T+v33YWN8y><UtQZ$Xd
zd$D-^+eitK44=NJ*f@D9sUy;xCNC<u*)b{Oeo9F~W5osOyK`TaT{yrp|9oO}Vxny4
z!-<O*v$>z-a|_Uzv0k&fozKQ2F=B%j2TRLcuXCkVrx$R2y1O-}Eo<K7@}n<io|<r|
zx0qGvSWx2sGy$0{Gm;oYjt074T6Wd=#jKB|2@~cj?M<ytI#_bO_DA1}Q$IFUs{23x
zCH$<b*E&u2%HP6g!dEiZ|6Exs)+8P_F@9oO>eDG2{dT$ko=lQmv98xy`H~`!sqEG1
zoMo>wghkAbO5X90e5!ll$|AwpkB)rll(hS0wW#=u`<nSFX-5l~ns=T17<ec|e&_L5
zC;Z+8mfe$Tv`RXtHS4|enp4@1GN;Z;&D6DUt83aTQ)!_7jK_E4YqNKKpII*5UBGv|
z(kuSlLctZ&U(349m~4Gc`uD4}qkovPu5x^iaR~lZpq`@O=VLkRMx#XAvR$dq+0#Cs
zUudYeQ&e_FL*Ku<b-@Q`v(2+K-{<-@XoA7RTE*K(pPrl)THn^xA?Wi*`Ncii!kT!I
z!@HGk)_<6Nec4t2cOAOzcHJi!wHjZw%B*?Y;P~Z)Y|M;u4awaq+1{$YY-d@Y+NPy3
z=jR4~6<|BD-XL9rPeJBE<LrZHy}VL$odkrMd-M;T;pFo;$t`%~ZIfQI*21`wI>B=-
zF*|miU~||J;?b7y!g)sZci->lY*zRSg)Cj^+}L9KOh7a9#Gf;<Q@FGQJapzvj(Qws
zY$RH{qCjP~jq6*H7OO(ND=j&jc$__-pB7$x{_nEJ(hx1_dv`<(oonVX&4}jsVA2)Z
z-}7P;tMPt^J;`j1N%OVe9nU&>X6hlMLuv~>^e=o#a^yLfvFNHpk=GpmIb54={Bjhu
zt!m(y?LTMY^2;1Lo7bqfbQ(9+<?dOK<HDo$#qPo*i4HBx6<boaO>+0Lk-f?@vtx$M
zWasK-6Mp{g<T<CZHGONl&lA@fC$1U<emiu$)A^RhfxmOU+RZt`<8-mgO{?aF-r0f`
z=JUVm-H~)#Hq*yv%DjfO-uM*fqi2|3&F|vwwy<3%=It<Z>5k&{mw&M+&D{0a-BQt3
z>Y9Ba|AZa4HYP9KAg?+>Nrlz1<T_WN=c5U!aVxVqt}Itw!QOr2sz{8>RIAq1uZzR>
zEkATE{@^M78JX9f%{AnSU9j}~qYKGidN(9y6|I@086Nyu!z04Q_Qi@HhVh?d?#S6C
zxCaEVZa%%lAzo^GL#h6TubHk%b0s=L>=hTc3fpn1|GmGO-LHB2(^>mB@$S{`{Gxrn
zGJev$qsHlTSMvnr>K#fB5SyxSk?sGtZwvU?b<8^%bmse=D>(k>ZTi+{4-z6?@Jigc
z-L1DHr)KGS9rM#irs{qAFmbzO3PbOq6y7<vwZv9bmb`2}?(xIQPwU^N-;eKQ+C@*i
z)4l)qrwy^SIkSrO7~c3#^O)V8xab{^*LF!Mv*$WTG}5NO3Uyi<9DGlmRc_{U?F9;Z
zT^3GO*7zYKT57@GeleQUD`5T<<KTY>IJKqLN@ZC6ebG9d=c6^>yl)$F<SuO6-8N^z
zlvfTa&o1&#Fw<P1t|80wcl+@rJDb`!G)kuAWo^#eEw%psFXP=64ALi)Jnzo2KR(IC
zc}sY1+qZwBI-WOG?%lcYT*E<YSryL?`xf6h<#mN+7yJ_*6*azMdb)V~+17;*6sNLR
zEin{cdbswZ!|nNhi{5_Yba>jlPAK-?X8|Kd0gp*)wk{UoDlBHaJX?Rp+<mb@Y;{On
z=A_hUHMOI1jxS@9>SP=b?ld<HtY})RRj$ha`$<Vi{v`DmcYpI<Nq_%u&$l(jyL=xW
znRr=lqwVJ03vb2eEXXx_|KP2~Ue@C~3j+RzGn`}*tTWA>(s9LubEQr6!H1$#dA2HQ
ztV&wke0{-$@@W?jt<7@DNL7EpbYV)bVeaoPoe-0VV%3Qceu~u<PkC@F%IM15W2sB>
zrz~91z_j%7g;tHMj3q2w&YlfiX?0VNFzH;G_xrN=iN)Eik4ys2MJ;_QT>Yq6Eby9Y
z<CCJrWixYUUTLz>u4MJ7%wyNdG&yv9oloS1fD?QsQzQg_XgJN^>D{JZs(dUa<;SfL
zA2TKQP2f5HbKl;b?~J9_7_0jRFmB4ZBPjFcK<1sJi*hXr$~+h32#V<z>*#v<S?_%=
z=I42s-#e54<w4JhjP3gyra0=jm9r>YI6EGfP~7FwdF4*BYHrBRC4U{+KFl?)&Y2??
z|9tJd$D6nO$hmENJK|E`L-%KXo1Qh)CGPkt=xeO9cgBVM#Q6;oL8m=qIl|ulYYbUm
zV6c0Zl0?umiT#Xkaw6XS{`dL$g8kmx>Tdqn?C))sc!hJ7)V7({XHK8`dfKTY&gDg*
zxuAep?!piIKUgk0cI|-i?(*o+qoH*MuHEkz%rxBIt}WoBTCFC+I{E5hm*+D(P1~4S
zd1tBJbrCtZcbR-+jNImb(@N%)3b>>)a30J{T5(k1JmZog1Ma|7@z9+q3qM72uYBh{
z!#Q~}e{}j(r-DaPJK`AiwstSL6I~;}fg}6b>@$jqD?Aq$cYwBW@R?}5TBvkAhTkc3
z+f;iYt(!YPIfn#p&W|gtE4=+yZ{dwLw`H&Y{n!#9;`bpZQ@mu3=dbr=mVpb`Z7H1K
zsjSDVe_Tl^%kegs(OZq6Z5+B=leaEUe&xL3JmcKWv1+I0f4{i&@`g2M_IV0E{da|9
zR*gc1Rjjx~%Uqrn?JKXj9~D^h&O%|A=#!ailGX;!cduS}T3&rgZTX5d7nbWXf3IZa
zh}qnerLldQ_1~J`{~2#Lym^J?q5@-LFDfuLGBV||v*Ri*DN0Su<*JzTw$`)kiN%H|
zamydDE?}SZprpsndGGbV;uE{y{nocqnOIP4uADr@XtP$4XyzjhCcgP+Y<b`3PCx&D
z)*riR=jB)K(SK|g^6b3)S^NC-FQ32veE)Or`)$hG<14MzzrHW#ym9>H-`@&+ra8MU
zl3p_(y}Z3z>Do2#zR$njyyZB*@89xT`QnN%?`+Sr@K(I*n)W?r{>IbVTkdY37xZD@
z*IQ)?wM@HXe&4H=y}JK<S)Qz#^@e@Hdu5cL2j70H{W<%(V)p&%Z)2C|S#PX<-z7i!
z*Y%ua<D>i^E1$Jpo4!)qy2Vbuyz}|3^i_)+CY<GVIbHV7M9$&InabH(uNkgCZ{EJP
z<F3eoUj^PXe7+tmsQKx9UHeLCaDME>^(QynlM4@TEo%9&tYexFds%A!hI7yVoxlCR
z?st6t|L=buyyiKLwzEPnFp(`RF@xf+}P|5J7PxBCD6|CRr7rQi6zDKtKPdu_G-
z>}7@v#1{lz*_phISv%!>Z2jExrkr6Hc`hmXZEZ1PySVEf-vX`rJ39}5Q&VTx`}n4C
zx3S0F%-PQJ!przhO1^t7U2;7k-f4Y`UCHj{$KKS+?D5Un^Mvu+*AK7N+njTcOD1xj
zDYe=3wutTe#N8cJmHgIAUp%?kw%67x<S^SE&SP3;;<r8~?7ErwX=09qK(=z5(WMK&
zTz=S<Dk+(`WWH00tTnsye_5{ZZL!L~J6Pr00`HWwvb^G6ki2lV#1&EgTHE5g0mps4
zp1--jNXhohvD;6cUpLCwz4_0ad&e^)r~QljnK^&E*Vo+0hCe154{cAm@rZ7dDO=gH
zzFX+jwRyGTmt=DG?0+`vWW}VY(n${jg*z@7U2bIBq}udcs7hAk$Ul*G?rCa{^Pfva
zef{)y=2xMuM++`rdG-AJI{Wj>``7NQl|Q$C*~fb;Lru^BI=(|KXUT;I2NN%;77w}F
zwQ-XsF6X~G$9;9z3#(;pmMfz!YOOr`VI#MA^oyt&H-tlc`?k&frQx^!_|KcJUmFx-
z;=dk$X~X|P^7_HwtjWpC+_(Po>0A@=-R``BiSBK;kJ`(txa^Xcp5C~Z%5|;FF)xEb
zxA6GpxBLFR+I!2O{q8ZdXlW+7RngOfUix~?zyEyCv}M*yOHQR6RZJ1qc8cG;f;WjX
zPw={sp6Z1akF{F7r_Rhfsqp7Ut%SPL>-qkCa}F0j7BYO9^_k`AGb{fiacNmrc}5-U
zE}u}VjJ;-Y(<kMMW*fUyh;Lfcot+7iv*h%2OiV&}a}P5&y_FKQ*<7c!L2VIV`{pGV
zQk=s5OFJY|KD#X7=$&16_1N_PHq!%IUOn9;p}Jwg=Wl7wH$orAzHM||xw2hWLCu_D
zO}WX<`=81h__Mo;_qJ-DTPm>Sz)t5YCDj|cp1pPEPj0yIJW*p^hn0Cwqi)j8#<Yk>
zPlclP8guECu81w{(tkhAU&w#vk<%(MJB{;hlwH#ClUmf2E&l71U76**%RZLXW{tIT
z@3}X!PPaL-&+mLIzv-EGelu=M9!xm?aYN;zmN=nD7ZYO>b<Te(u{(K3yW`;Q+s+FU
zlRgzlN)}fspNwdqcy`97@Au_)Cg(W0Ys~R3cXQtFmGS+CpzoVbm-Rt{%zgYb4!h~v
z1o<%@UVCd{%3Bo?vEVJ~e=fOh?faH(tr^w&N_u+b_rt8$rD~H}UMUDXIXCrKx+cp^
z=}&5Ni(Z(y7MXd!HT>+OJv}g<n@uWr-;0jWXBs|{iKkUVlKAT?<)?2DzAN+k(X)p~
zTRQX-OENh2@ry@0C7Q9<YC0CA2u=QNz!W6EYVtle#fcXlthKs-<>K}r##uWo9~Z4!
z%&j-=t7d|mJImIJ(ul30$DIzJ*3)qC>g3qvp48HJHGZMs?volWZMn`omaeRG*Vb;)
zWYBu^|I;_i;~VNMC#b9xShAwy;gZdF18<y+eYkL<*|{U1>tDTSR?wQ$qMCO;vdw9-
z!0K~HbGd7d#2!dt^yCr=KE&W!QoHDKFH==j{H@fP_AFn%{JfC6@AixL)>Ro?MTSq7
znf4uQluu}xd9pp$?D^dIskZgkJ-({unTXGcHAr@_y3r_dJ2a{>{N~#L13^}n*^-Mn
zZn6az^M)*HzSH@pNU*4lNy~VPpo-$ZeQZ9i?bCK}GF>UJF{)dsd}8HlOO6r|J6UHx
zxlr>n0`WI>rf1!<Slt&W?by<`Vfn6~iOf6!C#wT2%s<x}-#343++QfK_3ZG?V_XW;
zyEZLKdwF&CjhglKZ&D*fb8qVL$yaP-Gu+rB&YgR0+vDF&%1eI5S?pZ&Jhso#VUhFA
z_LOUZO^3CF9((1*r>^BHHK{IrYP>!;zUr5cd5?AZjq|&m*q>Ec)<jO3`+D-cdm%QQ
z3a4%s1+o0u_*z1B<6V`FhAzepJ`<NLa^Kl^_-@?~_szbiWX{icxi6``>BGH)A+d+@
zE;t+$UR^#XRVlV$L&>dfj~TaO|4dWj)X2Cj==)%!m|xD^niTI>97TGE?Yd;kR&NTI
z=$+~$b~3?v-?~MNb40)T$!Kerz3#dpE4k*x!T$5Y*Z(s7i#i<kH7NGm`G)?e6Wil8
z<^{x@yL0L2!A?$z3A+tHym>r<@d(r7BL}QE@$x1GTU;z?bKws3R9Me6%h_`Y)0>P5
zx>`k{dpD=FS4wXz6EEU=a<Q?jy&%uUceg-5fZglqhEI*_bbKBcXl|QwhjISZEytB~
zbSCPDo3E2I+V_g3bl>a_DU$|&1E+U)7BiQhkF~d!i}+kReWJqBk76G>x>opVn>ft8
zWOe-fvFZzFt)Fa)Tvfbs<;?!4$%p!#?UVV99y=r!bg{N_e81Z?C2o=4lRr0S>^=6N
zG+>7U>zcj=3l!z%-9B6LF85s5AIsafUjDiJeEHLdavH^6FN>?3Cq=fEz2(X@os!n}
z!Hi|Qv-~%qirp{jKECF@wBA~}twVFMno>sRfkgHW?|<v3OFv#MCb#p^-q<FK4g9S(
zpIhHYD<%~zD4U?LxM5OE>Y@z2S9kWT?pE6-(>%*V&+X;mQnC3T-ndN_R4r?NbyOt4
zWWKTUhcgX%`sy}2cvvM<*yS7x;%8pJ=lYy?PrhI=Gyfc8-up7|9_(A+p}K8Oi0r;V
zo_Px<%u&8_I;Wr{m}3RY)!Qet?_9WkeaZ!k&lcR%{2zKmevG?kmho7jVbvvZ*Gp@6
zANjHM-R||VkCbm#%-df*eL;MlmHNbutT{%9+2+W4I7xV(jGyAY<!exPVS&Z=G!}z4
zrGL!xx_4X`d||6rVBm7f*!uao^;`R<TyDIqQ<O6ye`8`IgSo`ixZ-(z#WMdD0zD)i
z{M)@=ZP!8j0v_9UT2j-`FTJii|K|Dm{kQMR?(O7a%~Ev=4BVxo^|N%rw}r=8#gac6
zyzo?=v0AZau}tx|qbJ^d2tLiHJH?@@)1p&yr*na=%Gn(Zsp_w46qu94<o6jY|FyC9
z^-gZVkdA;)Q<B&o&7Z;7c+u#%@4|iaJyOc5rCVg$GF~tC61qG=YJP%?=1sr+<v(JD
zn>J?EZM-!1b-~>&Ma%Dny|W5A{CM^iAs1gK_7@V%SBV$3PF83XO?$1{5z!=T*1J2x
zCRR3Uw_2iJ6*GVT`<w1Q$IrRWb9$(;w65Ue9igCPwYD6Vw^mNP$9B10khrdI(Ga}h
zmQ0@Yvoo_wEpB`*{eEQL{*I2=pLZr*yVJB>u&Cni%81@Ai(J>;s1np?Qk!9>UGvMK
zU4z9z_p-zaW?}7U;nyjXa~ZU+yjgnh%Ks~pAGw2<TLiwcDAiJ9bNunqV4cOx-({|a
zYjSG+p8Zrkp&8pC6<PLzqf7e8+RG&~1B$CY9<$T?`Kb4)c>bGbOHH1h)0m-u?}kkN
zmz;YNhS{^-E0dS4TXXqE);)<yUMz{~=c^}Je?KaH`sY#U-`77KJM!;AvWNby8`l@!
zR*m1Xv14yWvi_|I+rRhyrDxyTw#;E4h(BZhoo=&li+cBFB=4VUX14Y5^W`shiRYfN
z|KYmw-=f~9;<-Hv>iyUL@5x9$3sxv<H9={<{;i0D!}G=OZ_xSt;de%IZp0t2a??i6
zPoG?+t*yR`-I8GYuekA{t8}r)XPH|Oe6KFn_nN8gQu&j)#qhF8@y+&i%X**g;e8OC
zk?dD}XL+xz<5_$CTQ?r^?cB5dZDqU6IqN4M60(BU@mKjsEsD?kf1^-noBR4XDQO)i
zu84YWKGf58-8#(GBJ<1j+lfjq^)6ZbyO4LpVDc9JSH`I+iQJu*)hB#SE}nFCdc5Y`
zU3G57E8M)FI&`M!eP}N@-(Pp;$g8QpZ(S;OpX<!DUiH^!p$g;MKlW8eYO8oec~tE=
zAa8Wl{@paDqVJ*~O*mIptjgH;QKCL$e$bPB?*%Vv#6IBfbThv6_uZMzC$ugF2re_;
z+;z#Y{)DPbcuC)PU7ep@DxnV37cl?3P<xka*}7-R`+qnKvTuEURQ}iNpU%PIkyrHp
zO}Mt_Qn&q=NBn;)|14bjKIiGaAI|#!F6?i$54n~1+p_;|*t^G_H=iW^7Y)2u;<EpO
zr$Z1|h^AQ8(v|NPEPJ@6G|Vb@!|Gcc*6+FQ6m`rfUUYDw$14N72G^$QJDYgky?XgX
zY;#8pSL4ZvU-YF}d9L!#-Lbntw(NuUJiD&lm(}LnIby!U;ZcZtb4Jjz6MqiR<v)Jg
zXTk;*K0k{EYDWsVW+p8DvuFMJlP^_UIXU>6!?n(YYq_kw!TWOZZ_%Q(V;M`>*RRTm
z6x+OB$owX!*Rl)8EW=qsk8-WE_mhwGIb`+!Y2egr&XrR&Q&^`K=wAuGmC?%b-$vE@
zi;sKB3=shdi=&mxHf<8Ga_yONSL>(w)U+A$lm5Ko*|umA^OnXG2hpEBpKmW0zAC%f
z?0Cu|jsS~AN)dOCYDL(ye0VJqRy<j8TIgeEnbWH}_FCz$y*&HTm4LF12^A(DCr^l|
zok{t(;Jd(~y2EPk6lO&D%clRI_tmmMgK^Davl*O=HvIZ_rdH>RYxkuoU6!wJt&7vq
z;$IZecY#|fXM^hJ<j3jX7%M04)0634ZZ0S#GWB_j^XqG&_abK<`Z437(wR+{XA7K?
ze^8ni*(CMkhs^OM9SzUV&DA}BX`4Lzx2wUf&U4iId}sKdw`}Uwc`I_xQ)7<s_QmFB
ze*agy*e93yN!qNcZt}`0r!&rPS?SPR(9ip(`n%X{qjx@U9lxHLvzYna1e*y)OLoUu
z->6QJd)@JyPgdcb!}7mhGJ-j;2mW|^ahe@_(v))|$$ee^4w-?TlQSkQ_^IMkyyeNk
zm?P!Fb@M-OH~G|E`;G7UC6D$;e;(zmDO&&c=5ww2Z7&U{YeXMaFPX9B+Ep9QN%4ms
zM6SGlvLr2d^CZ8!4;sZR*YkdgacM4Z$mzP#<>I<W&g0MWGdG!gm-|nv5H8v9?c&*s
zJ5t0Z`p#exJg~P|=*zB>6N`&CEm-a)tImGyug9KSC%67y7tPT0#8cYhZ0d)exm~xG
ztYY5IT=uonLQ==ky!h6wQ+{DphF8rmd*9#2^?SX(W!<_%TZ4}8U2VYiStV22@aV3O
zGc8PhvhUJ+7xEx9+VS0UzB9tJuZy;XoQQos>-(mMa+~ilSuHDekaxPLbc#EEw^oby
zjH<6~j#0-o(~7v&BXVrtr%mRNJkiCti$&w9dWQo4tRLHb&wc#ddHdnzfLbf-K${h(
zbi_EF-z?mdvL-BbBJ;abHFw<(OjOb4C`<0WtFfkw#X~Cj@)lX!CO^X)5e_HkA1d$+
zl9}i(H9s_x-{#bY*!Z1|n^+4Z(v?E&Bly$ue3pegm3o%ZxUexNYvP*BJ5L!}&DYMn
zZ02RSU}L)Xrv<ma?$MPzyw~$s=lhtBFqS|21+^E5+`gT}`b>CR^gRJ>iIb<aWVAn@
zdupA`nznmy66^nS5sa!{e*)GlSe0}8X#?w%p0D>Mv?E&Xes);nAol9#?PS*UlkuS&
z9y)FcKH`^u-G#eC-uWySU-uLv$+@c@?C3plazkg>K^I#wHGxKku)piNf_lFuAN}+u
zKX89^ZBJLvho1%aicAhQ$Cjv`Or54(vV3*rhLEQFW}Yb%Ud~oOX?5wl&!m;s2lnMo
zI-zis-*?jHM?Vq|=srzM_FKJe%TLeAIwv1E@xGmqe_j0lYJE}3wK@NO?S0j-d{V(}
zmD+urniG~u2i;QJVSS+bd#>h$m<N2%ZI(M+JAT7eYC6-&XZO}IzA))LBo}&xZTExh
z!dv|(P8#0*IZwpn)3y7Pm@;Q^`JPr=;vjcsy{!B-UhQ(L{(~jcUdsPudRhzG)i;0I
z@_N~p)&AZ~xqEyjO3&gmcHhgEv9$KHS@XH7h_i347thYESN&EP*rGY{b5G!@rHS$9
zw^TkfVt;){m3MbA_nckdpDr#buHN?lv-8ySt7+$U?)nldHQ&8%%Da7WN4hUGs=iJa
zOz)azk$lC%yxX9`*qbdN%w>X;v&Rzyle7YrvZ%`Hh=@7rD{fER@Zpn{d`v>Y8Ji~t
zrLXSKl*-#~mlwm<yx8cm<iRsPJWS4Sxp`H(?ZH){KI@%c8qZ`D(rzZ~u35Lf^zx>e
z*Y~cd;X0T8w9h`WK+CV~c4|d_rfZJG<k&gQXTBM8b!zGC5Od*G47|9zN_x&_gIB*i
z*))|z&Mht2Tad}(mzK)->{VJz60>tnmd<S>&a-UO!uwv$TA?Ss#s1TA{wd4SCU_^V
zf5EbDTWO3=<+6K;$N0nJ5Adb@J{IFMdA<0ScR|8C&Mm9hX|-tce1q51XWTS8@MNCQ
zn?m!;>V8|KEjQVpQd0lqu*%;2)TVmn<#iq$AsiJu?fgD<uB@4S-|*Po!g&obR-O4Q
z8GX<D=BOI%Vw&`N`p3TAzplE!-rT6ewMwcdAT`0_ecANGyF+%`7phH`o|Uw0udGC@
z6I*ZH$<Qe=XAW(T-?P~uEJ-lTy{V2_?{oXA1I~S~tgbK>DY?mc82!4($Ci3B%~R+6
zOZ7Kv7F*iwIsK_|iOAEH#}%sN4WF-&pYc2P1kW-3>)pH)jiYbueP_zQCuut`%Q?x}
zGeRvl2?X%`v3kzHCZl23?)M@vVxPEi%NyYyNw!5tG90beY@7XUTZY%!!&2u<Cx=cw
zXgy6);#=3^+Rr8L?b2O;r<$!TwUIv;ukhGitYzCov5d6i{B_Q2=7%i0;OM+q%u&bE
zf%n_ohFuLIPvSI8d*7FD)V~%`yy>ZCmQ;O3(CccquRYH>`s5lm9&q(OTN`l9;azY|
zOzVwRZ_aMEZZmvzNYHNK{Nkroes*FPm0R9iH7wb=$YXoYJQMRmF8ABM`>rjQSJ;&$
zoc`pcNfGzFiKlsY7c18Hoat>`wQ9b<Y(^=M$T1m>??V18wd!Jtl2=6@ro|eks-IQq
zKd)|NF`3t5wQq`&{vpMr@;NK&ELjv*Jqo{nG0nJn@mhH|o!z-xHZ>Va1>0ZnFkN8p
zzeHtm=j~{pI}wjRoBIA*zrVojTjDQ^`UxJF4jk!@Vkw>W>D(T_*R`pskyTUtCGT#m
z&+PjyI`j0wr&Dh3ciHnsq(stdn(y&mr>1<jtq&qR8U<#2uUM#M*c+a3?$5+o9mhhx
z1~31-r7*k1`S~i}ua5#w?Jtw~pj~oqr&n&k&L^H%j`+=5YjEs(!Tr6VE6;9PciHX<
z+vgSkY949%oMREo*HsL!UVVi9%o?H72@iC;9!zMD63Ca4%W2wC-S*+1Yy6yA*06IE
zE%zlZoN|awewroI={2RQHj?|qx|hpeadw)X^m=A=Y3UZF+Gn$*+-FCv%$B)XX7u`E
zuxVe<VdDu0rB*EqEZk9&+p9c7QKlwQ<$C$P%)Wf(9~H|cBpoiAczu=S>{ASO7qT9N
z8Y?ej`<_+y)r7ZymAsimxtOUSx3yyTne@FEYV@4WJzlZtSn@UbU($}uubR`?Y!k01
zI)6&8J;)W-yYE$2^T%khfHley&f4rJmb-;k3QWwgjdH7&-g20&ilZ;>TEAm1>;D9{
z+Z(M`uFk#9D!gQCx>+fc&XQf8SCgs@Lz!#y7f84*74%sndQe4mPE4|ahyF3=tK0O?
z`OPYxXCbd5n)aQErD#eZZ?EfI>A;di$q-H6b<^+4^z@X3NK~%h+}80lPkGJFH8Qfk
z0TCJ1&#Kxzmqqx`QL1IJt;>^FaeB1p*xe7lE|b^X*V3}RyY0Tt`<?dML7$iF|9reD
z_xpAc$!l}iCZ2IvsinAbDetknSEZ{TP57nHy39w#s>SCCm&n4^ub&5XDMcksT=D$c
z^c+Ux9+pN{t;Z{vy52pCRX1{+Q~y9GKF~jGmczNUoy%&k&s!U^(?cx0r&m_Uc-kB`
zuA6$E)8xc2Xg#ZvtQX1Q=KPw(u#v0kZvJ!&j-$d~ZZ}+e$u6CHW>!v2k&<}C%G++f
zg@U3{)kd)*i@Xk=ymm}2d76RLyJYcm5gK!fUl}PeF4Z}5=%>hcF-D19RnOW5{#Sg=
ztBNXhov?S;o<}R*tZrmh{5~ywNz(S|y@wBb^<*yJqcmyeyx6!x>CkJDcd8#7ht>bL
zdlDDb^G@)|l%B@94bx9+zgyO4yME833(@IU3oBOaIr?y(+~%{Xw=DmxsA5unVQ|Cu
zWQq#wuHdh0w@mxduCpVo;17e&t^dtaY-}XvSP7NncpfmnTEgB^eK-70&5N~#j}7u(
z9G;ZRSMRH|^sKm>(*N}<q?Br&W?XvIc)5b%CX?vdh?et#<uTVwY^q-v?yKTr>0hyT
zj!cH)V<~S_>GTI@rGuH@9MH^QVk&yx<ssnodUD&6Ife_8Hv0u=FB0v#cR*B%&2Ozl
zO@V^i&$%)l<?|{J$6k?%$vIcjvgWvc7L%UIO_8Ma3<+xvFna7=TytfI;F&Go(n9AX
zs^!mdDq1G&ep+np4F^ugMOwi>-i5|*Iq!1MBj94-?%4ll>;gEH!j4>f?VGfbCwk&c
zez6;ucd96PFB5fo<n))p%ff57=)Q=%mu4g_u)IIJW6IPASBtAwX{>HpI-_et*~87j
zDPqh!7V&W`dpP4rcaZmqZTfQ+*zMDro-KUR$z{s5!g<${@Uw?(nKW3#jJ3CE7VO*k
zzTt(%ESJs>{nW!|Yqq_5v#~+gsc)^*(lYj}ZJG<#7i;>*Iwbr$RNI{}rSsKH&lamY
z+r4(JYLiqE3F=%PT`=cRQ%;t--Q<g178Aa|WO5aH{`}Wc!-p%+<(m5@$tV?G4S#6O
z$!29KZOOaYg4K2&C%5G@k%v`G@54$$Wq<xNFq*VrdrY{VGw-H}2bZR1-LVQ6*yO3X
zOYc;I?L{A{6L*_yS8IRF-M!&j!3+y-#(yShQt<&=$y$Dj#_K$^V~&)%n0Y?eZs@ys
zpHpCK#8KX-%g$E6Fnf33W*fg~_u;!{vzD}HDxcdn!S3>nRX1)rFS<PWM3+Fo=HSMS
zy=i?nA_8_=-DxyBEnl7&dfCz4L`>7kIV4}m&GO*w)|5GZ399U8D&r?T`1B^>n;qXa
zllWHAzaM7v^|;K<-7V{ydD3C~#@fP#f4!1jGxGx)?<}<K-Fr#(4quBw=mO78Mk{Jm
zj<!zNwQkYG>gt_U=XS}Qa|_+b?X_@rOnZvZx-&1A9lN-1_Kriz7SoL;ai`nA`?-7Z
z;?)y=?AreDt^v>N?rOR7=D!jS-FYjl<jd>H-^AXSRw{nnNi5TBZe^OadE#9=uRtFq
z`;8wxBT{ZXGP!QT_VARD0Ow2Fi?zI05`MZzUiET#;lE(&%G1uPYxd4wcFiL1*q8R$
zzb|w3><?dXS3kkbQyci?Nz2`W4MwHBKW3#aU9_e-HBRFDT$zlcV!JlWdKNi|G3Q#Z
z)jzFu<M74_+D@;TO?E%=s5n+?Q@>Yn^@SH%xm!{e%&l?bHvZOrY|gy5G3##pGc{4Q
zQC^o8^`M$J`|MMhNR!UuMRP3mwQtVYE7kt$+ESCP(#9Vbt9+WZ{de!g*<Bpvi&iy?
z+eY8p7^*K_>>;9bZJm|fy%XmnZg;-gbylY7{2Kwmoc-tDc4{R*w%g|NThLr0@B`oH
z%xuw&SsA^{=kOLTygr*FX_mG48mCJ?k9@n~v1`_v<<jDJpRW{Mb1lbbO6wshGheRS
zONTstT)8S6xfEj~-aXE}9GbcA;XX?q28$*x$-Auke5XH7oPIm|k$bCk*~i@qDfdNs
z8>%ilU%SinysO|!ned4Mxkbm?`1)CXUfdS2Y)5{Xp8kwaaud|7Hdns35m=(TOy|>`
z(j)pSw~4Lwn00{dz~&ok?k@b6EhHWles22Xi*46$2uQbyCh$sMeW|;oSW8E|((3XO
zlhQ1)Q+uj+2l1;iK5xrAaM{zwYE8<q5aG(7-okqx+!cKHLc05&z`ch$T3OaTXAZo0
z)StNa$k$dOYmd7d9?w0xX(iLGmAkG!wK#TFL9zUPhgzhHd-!F+ukw@A?&nLqJJwdZ
zql8!Qiy>>Jc2rC8zDI{s`3x<aoiE8OUTywUhuN_1&>WTJPu9MA^2hW>HtXH~)wYKI
zks-S;vwqNXv3XwcP~?=!>LY2XC$y$2b~<DTX(c&Ly4>`7N^F&YM3(ZEUv0Y1TS}g&
zNg21@Z92HhcWX@pM_o!Hi`U=2Cllvid)?j`DQoK77r$UO^Rh3$cJ8QN{v~+D;av(d
z3n~<sU0~h0WWu2~F7NfqZ@2$EuDWva5rMm#otU;Hv<Wq~)Mou&R=Mm@;r@FeGhRy+
z9eI@HSW>9{V#l*aX(@xkHwR913h!EIygv1DS<!s9=?tthujEZ;>E3wrWQWBk@l;8R
z)tjG|EN+l9ufOR&b>GA0xz_h%XG9nnB@3lJdg85~+-edwb&aph>cf0Jbv^=1W&C7v
zPg(fyV)7T-t@28#HFx!qncF<g-|I%+k$S7`EjnXy80!S(V%HGoSsY@4cRIf*e!p-i
z!s)M@z5&-K+10gr+Z4adR?S+!Cv`__Z<)u}HB(|WIFtiZGxwWK*u3(CgI3G7=|)$c
z7Q{EK@Yrm|YIt`=*nNY?1p?M}b6s8ppZ!?Guv28pobPe#p3hR*%fCG6rPdFH6sv5Z
z$v&LM(%X*xe6a6<?Mk_6GYXYo#_`ByFz>5>WaX7}-(V4E+9BQc_3LV$8s)CjYD<~&
zK68R<`$ti;LXWTAKV#L|yKXSGYUzc$h#qt3`DSs{Q%ceD{hu9&zuWme=lvlmsrDve
z{>y!Z+p`+v&j$zi1`AKqJ-SrkR-k=>kAJ4ZZ0>2k-Y0&YnX6;1#W`)s<k+yq&)=#|
zaai<O)aA-M4leJBR{IO(mY)xZd(WkNJ^N~d#giFgyfTY+9mt;l`PGTF9_yM}wu<tD
zPv1NA&6K?`DCShun|sI4K2P1u=CQFurqV-b&HDbW`biPO`}C&YJ#eeRP_^%Nt=DtO
za}zS8)D})&w%}aA;Ymxl<X&cQuc~@G@mu){%dRi?l}}{$RV=t5v%2rayJ+(pXH6yq
z<oG<kbGkk1dECn;t!+NPS93L|R)+R<UzU08vh2<z<r8zQ3lc9XpU9kBkr1mN^4{L2
z*wy`7ThG}we{795PfeP?hyCsz=X2Mt)&E^``TNvKLc41}_n*4w)08oBQxDU-9n4of
z(>S!>mH)k>&K||^l1n3I!mCa>M?cFw-(q&ZUpv3HIH>3F<)D22-nw5;x3GOJye!D5
z{v+$ePK9-U)+CANto&0Iyz&0sj1BKyFZS(jFMasUTGsH`k7Y_Pty9{=uO8=H^No9>
zVO9LkoM*qoG7^eU1d2TSpwwy1Eu_9`cfYQd%qc0w$eNsq{MxtNTbLw8RhK$VnR@M_
zj^H7orAM5@->B}J)3V5QN4EO0s>6p$c+TqxJ=R>bD7gLO0j`^FX6dHq1otxNUTWCj
zn7g?1+|$0fOda2T2tLu8=BDIlrI)zK%f-X)U7eKo<ErxQ2iaHbikN+7M`nLS!@Q4w
zL)ErsO^9<<dwfvA%P50owm`M$%sr`H{`1%0eikl#a?j%Czvt8@y}tML_H2($c4ZAQ
zSxS*N=NuQA6fS&n@l@+)*TUZUhgKP#KVhtGD;r+AYxSkeg<sXT+pqBQ|2FUM#QBaZ
z({+v6>Q-F3EP8Z)ll}AaYrdFlJG#RB@o)DpN%Q6}FMFH6>*RaB>ncree}=5LG2z_&
z_i>5FwB3E5U!I*JdL{l>A%D@Qf<@P?%Pd=p0-oJ<mp^D55})?u%4%f}cd=Q%Au3(>
zE`AMLk-+o1N90<e$kmCn9?!{}J?U;k)}>b#RT~d3;`^M`oa_8Ksrje;wkf~%EN%I_
z{6+%%@%=Xv>W!t>JkR`;)V%h@{ytu}oR$Ceq<ew{F2^5cJ8ZG&P+X3|`pzZd(mK_5
zKe69TSaxFXjRdc`F<DKIyLrDQHM@FjI;iv`srg{p-=yZBoZKKQa_>K7V~ow(_)lE=
zOz*dDUbS<3n|^&=pVZtL_3!HDpt6MuJ#jf3#HHUHW#fMQJE__8{%^6!T8ry{kFs@J
z-JE}nZL!gx{ms1F`m`_anRWjRTlcXf#mW52(+;p{C!P+=*)T8tK6B27h{%7>ZzcrW
znC!igaBuIQ60;ea()W+C30to1-+1uZ52>TpY5Ti*)5Pwcd0caw&oVT-^v%5ce#aNs
zaXl}w)%Cdbrrt(dBWol3$t7pES}uS6wq9C0Lo9CE@d(E&QJ;=-{n8A(u#Z!4-p~EV
zxNez;Ty_n+kSPB6cBG>UcX#oQwdo?Cxa|5xP59OczU&s=Qvbqq`ThvU*X!*&L`|Y@
zeeD)q61w3_5^Jr!w#SW!`e7G7o|4_X_Kvu=#{LM$|59NWEW(Yx1;}kWbFnz#(Vkzc
zrtjD@S4;oW9K~a4d&7$*tkrkBol}^z;O$E*`LvQ-SDr`Rh>O?}`8bmO(2=RRCYw!N
zk7<_$wy!!n^JC_<ZVTlcChvq+H;z3zvi(k{_e^};WO$4BimS5pzN~u!!E^FvW$#Nq
z`$}L}{<_A08=IDISDEy|bXRj};e<WUzXe@Vh`m!gtz=4H)5-?D>&0EKUI#ul-fn)1
zdHp%z-k-D7pQmq8WS=1R<AAbIl*qK3i%V@5q!-AGn1)R3vXzrqxkOmxT5-1s(<14j
z#H%JHf<3&K{VbBT%WgZpoGAW%#_lOa(yj5~I@LT=7aUHuPkP?0YMN)Cugs7$C3If#
z=Dcq~CIYv0rfIXbXtu7k_siF6*xD7=QC51>K4&q9#B%eCDM1rhzFF;>bmX8%z?3vi
zZFZj~^T`Svk`E(%cbHDe;<EgDDT8@+Y4N8Fd$|RimCWojqAmPBMlWKV$f9_7ZRCtZ
z&P7ehGEp0K#rA&>+j35$AV!;KpR075<nGgoVtJe2sI4?8pON-~qfy#fQstvc{@TN5
z6D1Be3ak@0bQC{s(!ZD0=(xtBp!5IK-#@$+@We;GWc%tEo7?qQU5dU;7m{W5R0*m)
z-y*A3G=I)}flK>b7T*kUd6xMw=j-~**;Sj@F4Kq=zRY!(N#yXcmnzoxHhn#Q{NFRX
zTf3gr@7*b=^4;N;tN7Cg`tujrPB8hns@r^jWo_-m+qYi^+s2;r&V47JQ$0J-%|-dW
zN|Ez{cHza7j;fvyE4axbyd*{==boHP=!4$4MO_Ql9o}2upD#1jp7YXU#U`KAdw2tL
zBhR{&J0$7ww{sk@l4;(%;?OGr-X(uUg9R6}bxLO_3jb({xZ?hLkyE_G!_}(gmX4`Q
z=Ljo?eB@TUkR`BYanZuy+PmV@G-Rdk-}Rp`U0eQMnBA&aTX_q&ow?PP#}v8qSy*j4
z3@>XW`mAqA-RH8}QNr@yJ|)8?{nd?oC9A5Jo}Th2P~*d!eLKpppAgzOiRJssiAxLf
zw**ehd(HDN!{D*g#~Eg8<~`Z2bX#2iGGEQbMy>wU%TE82V|Ov;RMGE$?bOPn+<NfW
zYT<S7_63TvR_5$tKani(PPDtSyi+nNPa`$$ap0!MzfSck&n;e&WFB(I;aK7_3Eqqg
z#ak?;J&JrLtV}e@=j@+oV9Fc6I!bVv+OgP+&u<209azV*)MMHLnXKmb(^@T_=E&W7
zYCB*2QOW+u3vP?wK6!M=e4%RHwk1Mp(JzH2U5uId?BSNZOLiVuCgJyJ{khBeEuOCP
z^F8;M-?J){Tp;}J#(&;x*Du{n=sOrWyDzil+?q~D&s^EpF%w^TZCktDD&J%7^*wwS
zABp8IjrsF>7vmAf2Hq{N&Pqs6P`DWt)G3i(mlJuysi&!!k?Z{L8Jw#$ZHoivuROJv
zxrr<9U*YBlFD4j#zWbT!yFuZ(I-$%w&l8^F$9xz0v={f@K2&@<ZsN*LaV4c)=G>>V
zZ1*?`{CnuS;bF9sfcpe)N0;qJenIk03${t}w<rkRNZEc&L8xI_$^WH}9V=Vq!ufYg
zbLTf7x*Jh`Z2!5tC*t<RmOnN#{wGte{5ob=S6C9)<TCRz$K0Q@@AN9m{<3{{Y~@?C
zRS()3_g2Zx5BoDoaAWBzr&{CKhc_zZd>@27-g!^!T4u8KP3iMjmjv~BzcVPC#Ih;N
zX0v7PdcG{-i06gDBGZgMG3NAfc`i1wI=HdvK+0EVhKuX@voaU%agy=+)>3C-d|bKb
z@02%>bhdOp{1&WZx&Q5>qYoYjg{^v!Z{nclGwG(J{pWe5e8DNvm(HcAx34}Ub?)nx
z-$ilD*4^zY+$VC*V43}t&qY(%KA)=mnSAB!XQxO{`Tx50MUV7v|9R}wIo<u|Ys<yf
zPt<KrZFBtFZgZ-3_s)s)H>CG6+E`wY2~Y^R_2b=+u;~WUa}6dRby-m{e_eK`(mc<1
z>eoZ==j<@l;*WXo{j^Z;Wuucx4T~1#Kbo{}d4JT4rvh6VWh)XaRpxdr;c~Q;_hxUN
zW5u%iS>}1>j{!z){Slvf{co!8u7A?CeX)MW7Q2TW&p!QPR9g|cMeoPS&5=r3oMp-e
zS8iQ&<~8d5aNz6Nw}Gz$`sXd(awL6SeqKM5z>`aiR_7k7nI60|@7&Wl*ZVWruNBTy
zklN4p{=s8i!{uL|cpbVZR-Ul(p5l^K)vIzAzBs<A^nzld*1LW4Uj<i{uX&I+-8#tq
zuH5_!&t9IaZ=A7uadM$)l9oy&@3nohZns`FUU%^GY+_#D7~p$|nO`yRLvY3d&y2kC
z=v-BOQ^snkZI$2F$O^>HI`WXK^;}y*gZcvgqpu%bdUDv|gIk>7y~(fFe&+trfBvKB
zuC3m!uMdA!*qq^dL6p6<VbSM`1zZu$?^7-vpUW)rQB_Oa@9i^<*hkB~#l0j?xCuFl
z-CI6y>bB~5JD;WBY%GtTZU5nJ&6jSmG0O8)VTG^QlgqO0(>E*R7s$9ZbM*ABIJ)rm
zgxtxi_qLVF@b7J#qxG|7ed6D=kHum~^L5<p7}qD7Y<11#GCB1|wt&4ib^ns<8`4*o
zpU>uaaK3`qyS(mX|DVTC_Z*qterkQUOv99uiL*-{D_^X6yrQL&YwKYhq0KW7eVba9
zX0hvthq%aQ=aV8Hi#}}r9C-7tf4-45<5sTFKQ~2t6??hMOIMY>7B({zQRYbVxFw-i
zxI%h*Vq>Gdmho%1zikKZd(7C(T*>dZ$z?C!pQ~q$HV65N7|-Qz)9(K+E@-kRcjwt{
zi|z7vPTcfMV)L<OUgy`(c8Sz$pIEJwam|wb3s>4%ht;Yx%thwbr>(f1_Q!9<?BZ!I
ztv1Kk6dKPv@{IS)EIqjs(^RvguD9+A-zn^Lce2ESx8hxV>ItEJ$(`{=nTNkG`+C*?
z{oQuntu}|}2-WEe&bIpb&u3<wo5%#;U02@tDalwKoV@0j&YroRK@NqcLC02~kQaUV
zpLY_IgXYo`;X)C2Ox26@IxZDxs$5ug&cm$Y(Zx-?7986|Z7l^37k#Z^6q|l6;%`_=
z*5c%i;$<oeG=x_dYC6uTd;Pxg@lxjFNgL;_o1xI}e#0&-u{5iPzv|4t4K0)Ji^T4p
zQ?yAqHhJFF;>Fpe6$e>6Pio!q+HhKMr|Ax{%W;$TKUIufTz4l|`4gw&BF&|oqI~Nz
zFRz=m(fYyKgIldj&l>HkKeBE5C!W~gDJ31Pj+f)2QcpfSAYF2{aoa@pQr|>3%deAl
zey+&6Bz%8a7GH|p-6dIe_jgozg{AsvRBl=|^Q6Q5P}Aca*1U;*We@+ZdUj#odHL7b
zf2@6WzVO+3cFN)`IlEO~-fp`iasRPd^g8*U*ZXf4UHSIR{C3e1|63cMYOMU(p1U(~
zUGFjZ?N5`OmrrJX{cKK1(xt>L0t;_USoTpfXG^J<`^qHkg$o%EYEDkf-M}R@C9k-2
zxA-Q_2UT3JeK^y0ow7Q_{Iq)-cjQ;=V6oIgR+by@%-<|}^7X8e$7!msCqHZK4fnDP
z(fPJ_vmdiytn}nnrrmCzd{?Kgx$$_TmEB{})xXP+zbaZ-$g-jDrgqqNO@{r-VdeK&
z?d?yt7jLd#QLy*X`~v;O5yC9&Q>xb;TC-M|H~U!lYTId=!ci;I^iIE%f4hUdcCPjx
zlW>QFrI#;%yVmYo%d#?_eNEcdt0zrnn(g4bz2sMB=!SP&w`yoBlpQ~4(@=O@ens2s
z2dge#>9zYc%S|iS*r{CG!@Fl`ky`Tc@|(&pl2<0kc3t$D`RmN<s_d9qeqU?~8q21f
zby&ZC>y7LCi@fymyp#4NN*Lxj-4hYWo2PQlZ`RY+X-CRbPPiF6D}5<_cd>DH#ADrc
zACGuj8$1hE^?1kb%lS>k*p;<pVey*6)YYp4mPkG0ao)@FJV_{Z$7@-&E#i!_=~e~u
zT+f4c*0=oH@NNIOwb{vi$1We4su&}rccSlYZKJ8d8@~(D-)HY!-y5{-_@>WCpFOXe
zsjw{G&SBcj+wIr;ZY}$KBX!#MO&M!H-CLa&RT%u?@tgza_tjmGx4tW@tzz|XIuE~a
z;Fsgv9;Jswvd%7j=Ki4E$a;VGtt)ZNcRSS9-I(n#b4KgNTZPsVCM?QN?uba(zgd)W
zS@v0?$cb8gZPDFrF`{oDE$I4@l94AGZ8$eZec9h2tIpL2EYdR)8KW%1Z)@7?X8w{$
zTT;i=oORbI;Po`8)yK^Zo<{g@iHzva2{~<%YWeide8<-nEAnO?PUCA9++%F!GWCYW
z0;L+ER!(=JP3ikQTlCk?<k6SERez-2jb}x?#P(ll^0)l9Zk_*O;YuTo?Q5r9tjRbZ
zRPpNe+&=~xC9%r8Ufta~BYftEfL6_SK0=WWMSKZ%S5!={ELp7;-KW2G&!3<^*Wi1a
zT@11J`^w*Ue|_tsTo8Nz+?KbmcHPSFe{n^iC;IBCJeSI1)})l$-I}Yq9xRPK!tm=?
z*~TncA@zR877d5h%6F8sqqmq|@nu}Hsd(i+S#AEWho3f-tlR0gwc<73RW^3#M;vQ!
zb8Yfwd0ewsU2KPRvBZoW1-X?gO7$nrF1GzGmT38;Z1RNqkOK>q41-Uz%eX~xt!le)
zU##H8q0_|&5|^_b(tc1-eW20G_P#*Dib-tDd|TAtv&guZpUvmA;E{iO%x;qT^7ki}
z`Pn=9$uj@AePZRrd6njtQ+cOKpIBL1c*oICH}S2M$cdFxJpai)xw23;+w|3O_2;cs
z;WM)TZm9}iwe4#1*L5c}iux|7U){ZE%L(NZKN;5RZ?M|1(y-xKuy}(}#T1tx{@250
zcO||yEdFQ1pPAJuS+L{bmOZ+e?t5e<%5N>%?V<7isAu})u345FoSfCy<?c-s(q%oN
zAbxIZ&bx(dU92y?j@~j%TBk30D2$=)TH>K;n;*!DZ@bBtJo%GC><6zPEB^YUm)#4?
zTX%lAe&J}M(eGUxa)BQoo%r=zC{T=zXD|Oc<vSv(PftGg*88}SQ8=oj`^K)DX_G6@
z^&Hd|<qKxK-LhkYVue>~m*Z#krb3Q+el-s+^1V~JdxHJg84k0Dv+hm_6`cF)Y2d$G
zO80N<eGvLPdD0irgI)zcFLF)(#3=jl(DsQU?y(yl=7mn&Rj8f+;}qwe1NU<m9Y6Ww
z6lcv-7Q2K+-zQf-oEK+*s{QS+a|a}D_<j!w*z(b$$wy^L{+b0Vj%-`A;D$SEwti8f
zf5pnCMZ7xhXEru1%A8jEso!bot(6Nh-u?9!710!r4GSodS<-c@uPnr|P$2pZN7Nf(
zEe)kBZPq6LV^%G&IKGhYx!%W_|9^3Hsb-mK9en8*?i;_G@6XlJBk$fW`^ElBvByzo
zb)1gUS$m^n1{2dRrT$`=Gwbk4hoj5-G!0rs<gTt34Vks;cerLdmk+CB<jiBtYx-^m
zS8vsNo@;X6?bVdheK$N9=X7d(oxIiDSkt!iTiRq^cg{!LEr}1o<*d)o0KV1h?Jh_C
zJg_J|Z`qkOGduo2XP>Dl{4+&@M^G|DdGdO@``X8uHzo$xp2%2TU-xukzj9gAHBUqS
zMX#1jxlt6a-Zh_Jn)l|Bzx$Uh%iJ?<kGlQs)ypz#c72J?p2g=Je|t%dbFNg_Os?Ha
z_<q}L&}({ic%i?_yefb7hZ!suYue-&7<z_?HRx_)seV!%r<by3<2=R9H&?RxZVsNQ
z_O5@^wZEpN88==z*LQhk<u!kMDi?O4GbL4uE5*cmZI{;`nVyvM&hy@_@-e<X+h(oN
zS%Yn+3SW7rX3o3v;rt&q`;eJxFHcFf#p?Keu3oKBwCVQz&{@wuo|5DbbCh{`;r+@v
zhCQFJxqkkh{@2|g)|DmWU*DSlUw4|YMgF%;X!z51N;1Yk&@gn8+TBRY<}Z07HRUOP
ziz9w~JSBN}%KppNTVK0WJ1Ecjd1UtDl-v!crKfWShkw|5PxAuDVxvVRF4d)~2_aK@
z=K2_UecLg4WuLOe%%q05zgOM4{~~4AUURj#`^+m;<hmw#2DqH`xn_S}*|6U8-aG!)
zb1t^(ZwR(b-aGMxjezblX3a%@O45fj^to0X>{&fucdlTv+Wy5QZaPywI=t+Ws*<|F
z*K$eH@WIw#tHoi=E0!AXdbIxh&q-&4z0(~mcUx7bhuw1#y%z129&l*W=8iMlejWBo
zclq*jsqw3Tc&)jPmEP4i;}?}2+oRjzz0~;CnyoqewHFk;OMKbGv9sf2>m|vp=X$i~
z22Q{5ZQuPstK^6Sr*GK0FZVI}US=;VF1kzQ(QeP2t>>OkF|bN#zooxhC066i+B3_P
ze>G?F8Hwn5Om*y6NUx2rUU&EVHU9X|h0o6SuF~GWGL5UX>`uFo<_)Xx-OpV=I$RVn
zn_$FKlEn2+pLN;su4N%Bv{`m0$%R(Qi}*5@KkgUtHPkr&>Q0B&i}tQ%GLGKIpFdKI
zR}6G_-Pl{!wd~F3&6ndYPSLFB({rd@eopoJw4S*;V_ump*uORFRGzHp+I#AermD}F
zE!NM|nP?=|)VF#W!<A1zo>kqy-SXqZz4^UIe(tG`=3Ucny)SI`%tx!5uJ)cPZ)&<Y
zMY-KZaJFAtpV;zyED52Le9X=ktgHMXR(v~GJ}q&3?CiZ4a$euu`mKTYaMGpZ&41IS
z+ujxi+&6w{7#P|dl54#r{l;pAiOD@pJQnk=?0fz>=F$Jm)(*4h(#voET;l8e=Rx|~
z7keKXJT&RFvu|;Gs3VZmH_hg{glBO3(d?7eTD$D5eIEBmAK$LKb;6H7Uv2Ilp89LD
z#Mzc>Vy+T36LL1G=qQLNS`}4pF}CX5@mNJeb90fga#rF*$Iy)o1-Ab`PgDw5?3HOO
zm+;7+Son0q&bXqENq=6KteW5N>MNtAB+YkphljYVsAot^VOFG2t8I?Ul4Pqwp(gI9
z8f*G~|3C2DBf|H>o}Hn5Nmbirt9KP1JQJ^8_on{sGt0f%2V=glp5NJ|dg|J1h3(0W
zcQ^URaxeU$swa78z08g4vfaF!Bw5}GiSN8zl*?<)_WH<91<xnCYR}zIDg;DuEZC6o
zSnZX+yiOLww7&-q&z;b5_bg*}jM6~{#rHdRJ<^FibjQ3;z`$MApfJe)($WNDSDQ(C
za$e8!H^f}u%>QU@?i`=}Hn%Q5KTyCvF=bZ$y|NgsZ{1rSi+Hhb>=*gWwXMG~YKgXm
zs|&}3%H|a@0z&NWR#)!r<!D`bXSG4;(r4y>7Su>R7N0m_lE1F_nVJwg&ks>QQyv{X
zsot!AQhk!E`3d#tnZkuqb4!fA*sIPls$cPJT8KbRm)1;yKfx@QMgAIiZu#@+{+r0A
zlWonNOZYpM+H1UBb<VzcQ%BP3`pjFQd+)7I3_LJvzuMcZH;OLbK4f*u|4{MPW&N__
z%_YCT%d-79)vge|_p`-v&(#%qkJoU1ot@O#^~L;3e%D$Xp(}#zy^=q|mW6&~nwFXU
zTKG=z0Zp|?R`bt7S1U^bR~s!c5S<@(AoI;x`M*Dc5{)u;8I^uNsCDnm%ld!E4*hm$
z>XF#K(Z_xEiL=t)((_oJ$>-^q-<ZBlWB<-B^V$<7-lF*v<DGQargwd~8@lIs-OXty
zzF*)^PCcQb?V+~LWabVT)eIFi?)hH!JyHkytZiex?bob1{NwOt{_HEC8|otB|EB$V
z7*`Q+r7O<;1K+QOYl?)}UtT*Ix$9L_ZK!YD!CiaztWw*Z@;UtKlR2>u_UHxrn3?Aa
zK5J*F@A_xQ_qTug?Vi)yf2J?Lv#h}3;))*$t@_(f@;D#7?!Eh|nfKStQ!~EZkIuVX
zxAo%^kyE)v_crKl_q;as`=8q4oxZE)yuAPSSNvwVUEA*MJ#E8f{nX4_%HU7IYjeLD
zc@K;9r&s))TQvJskgN9M`+<4J%MLBy8`pY$>g||{_r9C%Je&CH;hqgjj>@0XD&FVw
zoyraJ`lsLj>AKs}*eT0BH{DUQ)KgKHH@^ASL0L%S%t`j<vq_?&XJqZG7Mkzbe&?Bm
zh_cYP`S*9$MrCsHyf0{at0=<sBzMD(hyM&i+0V=9?p>55yz!~}tDBaNYNidQk-|aW
zMXx>WdfLDk^wL1v=#aY0{OGx2)~<psyTvzNy7tklT$+(tB==8Wr_u|?>u2UZn{Phx
z`nR{js_ZOJuLi4m{k<{Ap+h(|-7m&EFz3NM^FTL^2fv%I+9vO;N#!bD`b)rO(c4I;
z2l97TzLP9}P+wo_zj4<kztZ!HH@YG|UFJ_Vk-aP*e>ZsACy@Z@cOOdg?zjHFX1+h<
z?&i8>>7n0a+QnB_uamb9`7XmeD{sX+$)^`iUOgrl$u=jwdjEu3=f1tWGVkr(yx%_y
zw$+qasC~;+OIeU0RDRV#{F+1POPMe4&J`}1v_L}jtZ>l9P=SphJj)y36;~|Sz{62A
zdn?cBH_p}1gF1c&c}-e#N9V-e@~WU^M<2yKo)-Oa%PE=NaRJY{1TFtJ1#F)jaHFv5
z^UJeS9d7MAlu)zr>@3-yC8i5nBAd?m$0#ZlHeOkOT=G%lfjU#8(%u7(FRVWM9Zf7}
zd>cLgL(l66iC)DIuY?#sWn2AY35)qQ_Jub!YIh!*5h|#gaAM~=pN)c<Oii&XzsJ^F
z`e}c;s&dVE*Oo^CcXv&B)^vB%wa~8_cN(vY2-~?HbQI0&@IHN9R_TOXOxp5a9_;ex
zC-(7_FX3stEF1aE%-yBiz%bH4_*_!(BEb&JCklKSIflaG9{m!JoZ8jau<R_3el>5o
z?AK)u3RME3ogDKx*W9<v_#JTXKw9Ujde1EX#CM;buWadZvQ(P$u~Kj0B+;8)fm&Pk
z9I#sXHRhLrT<_|*NPcUFTY+;T-tSQ2^jO4p^YEh6`|mkzd8xWSkGXVafmEJ(<0*?P
zS9dgaJ?4D%>W0<A44Zr5Q#iy{eoV^$kTrM3zL_PCrqgo*x#Yb}=BeB}|Msfqm-@2(
zZ`MCM?UCfUdsp*q2Cg@+zdUw6De&c7Ws2+yuJ+`6NB7)PVTl#`QmOt~=vudoo7~TJ
z2G8td4su!>%r-f<xu$$~o%{U=<MVS)?a<`02<F{vnK{E-NTo~8JA|>d*nQj5oJZ~&
zFZ|0A_-5x#(q(0twPW+Qr4?SEICGQvl3yF#UUd9d`0@)=EmjAgo_Xq3vf2M1I=a6-
zlHR=Jwrmcl+ivsT@!*U(5z+m6D_dml&E9fy>Fv66mnGkx?|S;@d8p;VY<KImKcDw&
z6eY#@MLt<_r1#@IC3U8v$y=+UG*mx)7qwh?*6>Yl<uc~=E2@Qhwzh_Ta_^cmA%w$k
zQCC-&+P7Y%D}Rc2o;bNsY@62(>8?2w%wNA!Qa2L3ZYgNtzb)&TW%ZMwiIZ2Yy%+l=
zg>TyY(_ugNDXBB<+I52S;^ud{MMipu)ppo7P3WJX5qNGAw{GUK8B%MO6i@7YGHKJC
z{!7K1_bav)A8q`dcjH)kPZ#sib+6x5`y5h!AHy}fUn=deOH#zSnr%Pwio|7Gvy}Ix
zp6=fNb>&{e&GDQe6ZUY|r4+rrn!R|EyrTIHrF1#n-CC7%d3Wra;}dwNylqFJ*v_6s
zM~=k3G<?G!;5f_9;)h{@{1?%04Y3}a0-lphbXhAGd{q2el@RiHY0~;z6MJvo@A{tG
z!`xVOsZ}s-N#mu>vR8vbw^m<tG-Thf{L$8i8FNo7D3q$dKNP(<y>Ie+%ZIY;?t4AH
z$bXtI<*}&oV5eN3!-dM7C50cR>&eCcZ|T3)TAuQG%F5z{UnQo8?P_1)FI48fe*anN
z{m)qIO&op}d@nCoXW01D@N%uP@5;s_nG>`&R`Zm<KB#|cQj~6>@S`=1&G{ALg@?SS
zJeWA?%1t-Ht4)<6W~Vl;5TEc#?$NnG(JL}jnjSUrzh-ACb58Yf+stw`d&M1T<+P)D
zv4Xpmn;il>Vp{Ko-tALJpYLG$XBumu;^yr)3Z@zGS^O6Hs+`xqucwN)WZn70)w}N;
zk6csu&_dyj*bQ+P_Wh-eDjTn>&GnqxlK1M4r`g(At+gJ-T`^NsUTR*K-BF#lc5^yA
zpRD8F3xN+#M=+KBiI~yy^wZ*`L({yhua#Ol<V?)p-hO2E4E?7uSB<*6B$}Gjo8t=~
zyxV!$gZ<i{ovQoXKJL5Kp%y7;y6TQ&=k}F0knNS%GR@}Q`I8WI@ttI6Y^mq6v+s4n
zpH`O~6H+}IV{&&&V)Xv6o{iTXA2y|NxN@o~Ja5`nkY}<r@87$(VfkMde|eQW>*6ot
z%=4Q*8CpNz@as`w)bjTqbiOC*pL`;9`=Y}^?`t;=TzVew>8Us$DW11%Lfnm6i)=e{
zT$0`^{E2E0(AR$RuvR-|=?A4J`)0h@-|_JS*V9Gk&hFlovFkzI^u4b;I)q=PeRq7n
zEwW9I>1ofyzK$3A=XnkqGw<3v=R|pu#t8-M4;(=<xnIOeFaBTPEPCl@NUr0pQ%$$+
z7jaCy{XZzTSYXnX&*#r-moddO$UOJUd2!WLVL{=uLN}|pH{#8&ud_Z`bX|r;z&ygV
zu=uo|;nRK7DrUTPuKTR#xc^RxpHlhhLbtUsH=CmFu=(F9y2O=n`0nj%-nz#Q^4=>t
zYkPQ3U2)sY^m4`$B@X_!tv9+%rnoMzIx}b1T!XiFi$30E2>SY2rEAG<AHl1(3Y}Mq
zPcF_nYE~}rq4q|o$=a(|?LAvBhZ(+pxKc09@Ri}o<q2{HCqjQ7m|&eFrX$KR<>UMS
zi;e`5Kgq2vmpQkFcwIlpo4(g8V21aHH!AN0Cf_*u+RSrKORDwsE^oG7WqkL<9lsi$
z(0tVpbWi-<SMgOXTQANynj`w^(4%mpTd!jO#Pv<!=IUIrwN+=;A%Tdfo}{(MYhS#M
zd9+;CnN@z)5;q~kD0km7zJ5m;tB%AFU8%|M9M7uGw{-gV_01Anu`sut4<=Y&H(@FJ
zyfFVr>Wb2X>N9tQo$d=$_HDGg!xAEJu;JOi><9COVheXXHPPv`lbK(`x5c1a(>&ls
z>x+_*Ccj?^7hJPm?7J^m8d>v9#)Qq`(UT9VF<KH=6FA;;oM&3G&v0e*)2bEErY(|d
z$cbNN`&;#Lqe$S6?ZV%$^vyqfv34tSwE3s@@_ePw>Q|2)xVb%|y0t58$2X=h`O3gU
zu_a0#%s+fNKWE)K@HTvb(B=bo;%2$LJf@Px^|FS2;#Sp`(25ToY8T}N6_(EKx_C5A
zOt9$P-HBVLHGWmSJGb-uyXK;T?dRU?+br;Gaqqi`+I!dcOfJ6=^v1>Mb?M~Wd)!x;
zt-ZBwMnvF@1pWG$E5E!REo|%ktS9Dw->m4!wwZn9<-e6HC)rmYd!oSPU!cBa+c(AM
zGZ;#$O&VTE-c|0KqOx$|OG9zT%(Z(qr0&|gWAW`3=L*d$tja@D>;BrkTcO!gFI+xF
z>OkzXzHf!e)ibQ4Zf$;Mq<gwX?Ca^|yO+1x-1oP??Y$GUMoKsKQUAAt2a?+|KA)Fn
z&v?Kd&$yO%Gk2rCS6<JV$|JMvwK{(2hFiGFtEg@B4fGb_(Nxj8e_sCU68lGOCtIY?
z%A0Q8!^_XH%+u9i^OC04H(OWfl_vg?c0U$#@X$oZiQM-p_%cKt+hqc5rU!67J+nB(
zBk@t(10SBF{><&N3bpEfPhytMv7Myy+2o)s-|o$ie56(}>83qA@~9}O+syG+pYG(w
z@VO@<F2}5?JwKzo>XDzHrxNE*<Gxl8{+UO1tHf+y^{eDk$i=sl7S+dn?tfk%<a@kj
zPQamke(x9WxV5lf=-Hq7FDGQqVsXA3J^RJC`Brj%s-Gq;>Q}lZdTh?iG_l!_=G;nu
z+f`BSD{q>)qo>Dm?Zi#-ll2muS!&I5m#|0p)Gk+av+O>7Y=PGNyUFe%TUQzO?I>=R
zo2cZ<dV21Uxy$=kz520A^t8&iS1L|Io^P&YF8A8MjAM2GO}CdVr}+5nrs@hkesqrY
z@7DezFZRm3OB%ZqS65k_KOM&XG175uiE#au5<jCemja*p7aN{!7irL8eyX)H-F)7S
zn5(Mw^L1zG33<4B|5?5JNxvn}p=6ez$>$~pzhYUcGC^*#L;kx->o>hf5$js}$E?Te
z^Lf8-PekWja!a2iQ|wj0!n<x=eogiCnnmAicY50`vvLVgG|XRH88p3S;rag7dzUA2
zufE@O=!yTkN&V+*W(#aDEBF4rCB)aO&*xD0v`sQ=T0B{0V_#HrE-8DynsbTB7Q420
zN)yf%rYxTSLy>8vMZkrn^ZXTTC(IM)ToM~&JH!00SEql@#rMh+UMVbHu;pf-oaNHQ
za5tt*={D0?Z-vl(`C$o32ULF?cwBmU^2^1`ZWRAN^L}B!(#4O~FBV^ouh*{Kq7*Bp
zE;qqda^jbZD<&S~U${p0l6yJl(q6Urr<Kpy^(q$hugm`;^Gic>o89L{sm2X6<oS=s
z&2`?VCh>=*_R2i*ZClJ%EY%7;;#2!0%12&zOPKlu2kyHo_I50Iap?VxO^?<beIZyK
z;xOxfy=?WB&VMtaSn>t4C4W0<8qQ;1dAo4E%T+0fnSq8j39V-9W?$vCpXK~XLt*tF
zt#eajx@R5_)cUfw>z04W^bI>qldjBCp1Wbaf8z3+iv4b%C+!Tfs_ZG>kQ|yDudEgx
zE>zd3|37<6htQKG-Q5?i?+lmOaXUhNQIqDZl&|Ms&sfxXSmxY)os)|#^O+-BjCeL>
z{k9Phf2|dwu3__8u<{E>)t@`NEWXWL#G#qLdc(bZh5n#>dwcqBS=>*XIq&{!WuLqA
zz8`;Td9?4c>Z=Ev?{tT6=GcFBZ$+bPg#bfONBR6W$2b{Z8trFXW@6vys!_Btmg`#R
z6vvjTk4O77nqPYAIK6GYyPQW&@9T11*E>ZmuIo03YfLF*?w-K4NzU=zzKRE;0RlJJ
zb)3XPr?cD;+<2ij{-n|!b+LCp>QY0s&noq-Xw%!kp?R)aygOir;_F|bS5`SCy{XhW
zbm_WTjQ6{3Zr=W@3@6B`2})I`_q^6n3(x-$tKt+;VAB4fAzZ>=KD}_YyJgGF?ix3~
zhiRL#`4(y>ich-SdQYYOf4fD?@!MZ`h4;?+zNi1DZQZj&cHZ(r>oxuyTK29^y*<Dr
z$78pQQ<vbK1By%L@IDcc6FVnxQfrbk#}Zxxm1h|nZRa|_sJhEnDF4rmZ=sjH=l-eA
zJMKzxH2=PEedor7a~}y5ZQj1VU2WyZyE2E2PG6RPB#`&}tYN!=*s-lLhZHlI4swWY
zeD=1;{-9#dsSD;s9Ig!6^TTe`Xtz(;_e+&8G5pc(vOO#Z)9+u(c=ka=V?*5p=NC@Z
zN;c(36t~DeU3RznMEv9hf4_X2&VRhVPO4qNb<@om&-9A9{w{mLb0<ud(=D27idoa-
zWukE@3R+wb8LuTQ3zTa4rND8`>XEKkz(e2M38H!|X9I1%rT$86%{X$X;VM^Q$cwlj
zj=B6xj=3jo?s^``ar#33x9fY(@ZXH@+#7Q%bXl;F)-IRAV;l9SY?zs(6T{6fpfb(n
z{5-BBwpRO+*NL3neCxlaliayYZ#L}y%vPjm_;$PaRSV&5>s(8N7hn4=w)sHyrC(Dn
zNxTYh{eJS~PA`xBM^fc}i`46GkGS?gMTD(ARr=%(^G0tIrA>vIbM2O!FKb|6%jdr4
zz`KptQJMMe>A0z(n=ao@m}uI1)jagz(H+6!UNbZ8R_GPW{!0p1R$f>zBZGmh`K*J>
z>lo*_78Z7?y)2I2&AVh2=G55k4Ds8p`)1|Z+Q8{A7k<f9{p0X^(KPq9`8=_~<~ett
zR#?7U_tvTQ)Ug8V&0D@0yk5I{5|gjrs%6tl(sh?#xM@85hsF}+1^IaaQe87--d(ro
z-Yx!dL2EEa@WY-->o1>7k3Y_58~%DJ^YxCdi3K4JRvRk(YJHww*{uBOdbCh1L*f!v
zVNF)|Zzji_4fE&RdGPYyCfU?i+va}`nipJaCL0{zx%<MKCFcsi&ApI$plxN+nxxhh
zt6Qh^KZ<xGx<*9u2D3<*`MkqD-5IWnQjfjdw%q(#B)3tI#`ZoX^Obw2O=LaSv->gU
z>!rtKJ~@3kxu{~gK~D2gPm!?u^Je~P?O5fS`MI?u=#Hi8)~#`^Sqsf3Xiib!Y;)08
z?_k}2sOptx^Pz>>lcu#=|GKu+uKc}x+wmZ~@0Zw5zE$1DZJE>c(LIzq=8Ere*`f}o
zbJiaxm?WEe``FKWl=p=9xA!WOt19_1n*_yHotqOiX@al&%)Oc}Ho49HlKVYHVjTW*
z@d|hCT)p??Z_9$;3+LW?`*_>w^gA6dX9^h^x*eLMExBZ~ZQ&VqKcnZO%csr!voYD_
zk;=7W%NaXdK4>{6`Mi4e)GSitRpQmHdge;JCm(Ul{c%h@<hn$5pWf%>t5?;cj_=mY
zT4&L(>2CT`Z&6oD!TLv59h$jSH(ifTmEUq;l^iE`SN2t&TNx8OCu9f2tjy{Tib-Db
zsqE;~SNshbJDmz;mEYVEdh%$0eBs>b-`_P)*=pjQC%;B4yINwR$&9lzYi_?4a%b7z
zJY)ZyCEm&l=UqJBdpxo0`=W2WH|OWKO5L~HF1O?SL$2qyu9>l}tmJq*H~ZR;8Jt=R
zUQWJQ=VG}d-rvgmb?>HHvrf5{DKl=g)=aXU?!T{dSE}9CLyPXW1(?@+g>SpyH_yW1
zplgfX8CAnVv3+-x-d9JIxvcGqJaJ@+^}1sBFJaSF#8+E%{u0&;V6uMJHSgXLv#KId
zc@~bmBPyGxuKdlr<9CepqOL`=Gxk2_yK(LL!(-8&0aF>XTElqtIZiK3+P>z{!Iod{
zn(LnaDSr1pt~Hrqsvy(V(irAvC$?`m&07-7)9%QT#d<I|p!x7r?>56PiV;EV6E)V)
z<FY@kFW3~wb5Qi4$l+-@pLc1nWo<F9Se`nkob!^rXCHe|`PtMNixUKAx>ifBpK?yy
z#{YYspmW^w`pTy3J;nDedSf^FrtcEHttTodX!+c*`=4m*6W*Oq3|IfrYHggX&Hm;>
za$1>ozLxq!*Wl1ANo8TomFhBOO&3CZ{^Tz>b3O6Ux(<$lShjU}VK-*pauD6Z(zC-*
z&tT%j`xUdU&iTuss`tN#U#DoBf3<?(XV-<-bmHGFW4+P${%t{A>ECpR+8+gJXV2?g
zxzT=p+P59*fm;^sS*UVB#BZ6*oyq)Xzmza;xwUO!*}=#)b-wS^I#$dmdt%{V_Lu2o
z&A05m!U^a0hs~&aw#YWPmhaSzKf8YW81g-=4hmF%zwW|1?N;8o73DSuHZ;c<zBm(k
z>FMIY7gNomZfx+L@oM{ua`*O`JJkwz-N@XwHcBg5kZ+F4tMxln{AP={9n@~L-goBV
z-IOa=RI4ZTdrgVh9q@{WUu2o5_B-w1ltr6oe}7eL&;6_Zy7&K28uhs*mlplM{`1R+
z12Y!QNs06pT;jJ^L9au{alg~Xt{D9jJg3C_Ctu0A9?klHmbit!X~|C&wbL)Xa@VBm
zJ}S)3Ia0D%bauxz>p=TMo~A}~*8B(+HJ5r_bTlkCXVahWOF#DqP7D-XcR+LFV%dPD
zN)M~6+sZavS(eG~KWW;UKiSKUT-B-$5o3_N`Sq#V$u3`)EBn(Yo%zi8Eq8KCr`Ah;
zze#radu8l$c5G#RfB2(h^_t~RQi2*zO+U3xUo_e*^;Xs2u%#z%9Z4zbS{*6GSuD8C
z`RK8_g$pMoyk1ZhRm^iY;^?BH1op4VE(Pb@KP>pMS-sT#!vy)fa-T)VOn(HQSRAji
zdBp)a+1+Q8t>TW!?vnqzLVZO+$f95KYmYKt(hgBBTPS7PSh4Jx_~{cd?XQ<jjXq#%
zQD;|gU9<eVYq}2S=?$s9hUtbu%%^t<2drMQsqfd6O$<ioxi6%*q(?c=*x~bQq0XeF
z?WLi{FM0j)&l%jhm;GSY-v-OQbq}hR1Z-$;bMNbul6kt_a#0-fc6B3$o8=-(V%`?Q
zThmkC9-Fnw<M`>Xo_SGb%u9aRPW!K1cK`K)V^4Q`*sYx_{C6Agv-~cPMJFckY`yke
zgN=LTlZ4Z|)+|*Ls_II(dP6__|FIhJW{qw;gZi_<O%rlXzI17xaPgpQ{x|czu|lET
zkCNV<_*$qc=D&QE<?#sNqN$?IlXI^JC>(uYwt{2FiVTCf^GrUSv*`Nud9nVoowch3
zw>|Rp;XR}LH8@QmQ`aJJnPF1n6YsT?8uA=&8tzhN7M7WR{Hi_w$#0(*YaC6MWsWvl
zoYc`?Z?f*K?-`M>%;Vn{tvaHpyo`10i<_%nFKv~&$|sjm=6sSfVtvFsr$-x}9!iyc
zac6r^Jmal%6}P|3Z$ELfed<4*ZO<>dEt)fDW_R^To@>5YzlBx>hfLOYm|>Yx<$tz7
zWWrmq8D@#!non7Trdmx|^lo#6w#U-?ekp6~<_{}EoF|E_J|d$%QCd+!{EfiTeca*4
zC2FSjb_I1rIjx&;rR&^;J&XyR>H294p7Tn+mbjw1BcL|G;n*9&InD()7?srCIjJrZ
zoAs&NOD0<5WvyELwKp*lmObYbCmGMR$a^KEGM#72&tqAi76b*kwxuO53JpAeaE_U%
z)3zlovr`_0++6*?^_QvIT!;5RC;l=G-Cuci{Xx$UtKyw6?B7}Edv?mkU#6l(U$a+8
zJYCJcuX@(AU%yNvUo5B(`a7%n(zA&DY1_B#eAW10er3GznX5g2KWwm_v{_5$_>S9M
zcLmZXulSZ3ki$Chf~Ojn$s=E_kVkAc->5VNZ`*kzQtD)@MN5_F1(W+ypL*Q(ebz8r
zfAVw0Ht{u#fd$unn_4U~X9>#fx*MFl_g3`AMT=uE8SLK8+g@GqDlB)NPJ3#itkYMe
zxAk)#Z!m9Mm^!cC@uT;N6oq-YT)s>^Y1d|`XjmMYKl4}!?}^qG&)!;T9p^t)s4^jH
z(KW+B@6uAuiC0QbKAL*%)0MZ*e)kuLlwEukvrX7xvW8Uls!87a&i|U3z4=J~!;;dA
zI)bV81^r%|!quNfwyte6+H@&-iJtAn-!B$s)dYKQRQk41VbA*PFQtuFQ!mWmbP5w+
zd)B*m*Sj+}<ExgG+J-cHn{c#F5WcF<z4py(ttA_6id-L>OL;IdtTnSLk-C0JZJJ->
zcjd+#KMc%S|E3ll(9`xUeJ0BG;>`MP_DkOsEPf{P@(0$oz3LXJ&a07stEbg@=dY&c
z?}KZqc(xt67wp(Cn3HqMEZ3uXtqbQ(&j8k|ep1^#UinW8$x*)k{NMcT&esCHuUVzM
zy|#91a_0e-?nC>OufJ`UW_Wlm>vS&Xxv6e#&xG}7x6gEbzPWdYL0+ut{A(AqtX@Yg
z$~3)y^@3IucicahZi&3T-6rc6hKiRn-Mrv+a^B*1p&T#kTH1NnPTBrsR?LKG=_uZi
z+f2!lUpF-izPe^DrX;e^|M!BsSKsokO>*7q&Aax|4N>U_s~WlbnM3|tWn`E(n1we-
zOble0uY9iC&HTyi?eB$RrC+RcKI&hQqM`BTZq2IgFCW^?cB-mZnZES4bX4ar5%&q7
z{kEM67Q6cF+YY&HcV!**QUhN+esW~rjSF2$TWoLqy?^aOR>G%^8WuJ`UU|Mwm*2sE
zHn3lN`%&9#7fvlJGM%0oz0X`T<;(;TgPL>4^Qz+Vp6gAj$$M_vImdHJL)F}HX`?B8
z^PJjlTkVsW)BexyS?WHfU%MWN9EnZ(Id#c)vA@^K9tfJ;T`B7O{%6hv-_JKcoafJS
z{kAY<p5jvF<qzHj#)m(d;?la|<H|oumNU{^XP6pVzAd=5&VJVXw@KHY${yLv7&J+<
zfTgSYSh4F8^=s#S#dpuRS*z{xaO+;Zv=kG?UaMo0P7aU$>7^Z-t0`l@usf0`Q&V32
zIy<-Zyqm|jmmA)W>ywsLzj<3Cb%JaKi|yL(NE0W)MZIgLdfJtj8m?~Bz51zgO?PDY
z@mEgb#<$P)FYwNL`FhukR3r0sXO`^GoSgCdeBz5~`58%S+jtpwzMQddbF1Wvb@%Ta
zJd^11s^jlzh1ZimS#7AF$+=Pc*YuSc({pkguT%zYye#_n^ohN*LXLg-^~u`x%esqN
z#kEgwr~TOTQQ*IgS5jx0!e)`#@(WbDIN~->?)$PxWm213knHuVKOavy@^vRm=5zfe
zDt)o(+TUN!?GAdjqCn_s_+7n!XRf)rd2jy3+p;sVDE_t59pnEE*Iciz&gz#{{C?^G
zv1_i$@p}#KJ8s*1S5diWX8*};%Gw;u`LCRc$#<%6Vsd7`aokm1Ln^0T%IsW^W77qd
zEWYeB@7A&G?7j5zET3CZ=H68q!r5$W4h7O~f{W5irg1Dbd&1!>JGc7s7oELRe^pql
zy3e|orTO@_E$kb&7ER}nz1q+Chwaf^=G51X!L>>L4C$!_{Ok9w*muiZx3Z<kH92Jd
zF?HE6rCkzN)l>hqt*~qTu<_J|))oJ@&2$R6uh8=<U&H0A=7sf(e;LUcr8lM6nhL)0
zw`f?y!(uM{^C$n`Sr^w=#D?s*ikr3|@3+T0p=rH6ufkccx_-S~p>X71#!lAKjQc<T
z9$E2kg89YI6;~du?|k*S{NHq!uU~h5W#oU=T9+RpKkMTWo=W*S`xR%@Yp%L~x%b-B
z-NIM<WjdYibAR^YpRHCHvj6$c<BgAQFaA|}zB5rr{_65A{r82gn$J3~9Qaq8>F-(I
zz`q=(_XV%23mrJRV&BXn%dC0(^;gL+e3leaf3A9h@vQ$3R{S%FJi6?s<+|TX9`Dw=
zbX%*{%R>C)Ezu(N@Q@b){71_B?*@oJ+8tYQiFrxk$GduWd=&k}|IYjIF7U+mo$C8u
zXB|KD(05YL`>+=if2{L*JpFFfiZ9t6*54d|d*wV>y7$LBkqh<JHRg+6dVY*evTXhF
zPN*bjB1^I5zT2r*7Z%L#eJ{km>c^HDv)rUszpybpVErxnXmfbO_iE-no~}iEv!AaN
zj4QHT<<ZEmU}JblJLZ_-i`#!fI?DfOO}<omU*wUflviuaji8Lm@9h<@Iga0cU)XtN
z{oCfh=LGV%2JY8BQf*n*{ju-$rtfe1JliUkE9@?J+LLqif1qMqqLaD3<fFM((L3!$
zADL?ZoT+%v_sBiDM}MEc{m)#+efckzGq6pFJOkU%!ot7=?F{VbzQ+!0?$)nAB)!7X
zQ)_RSzyqeA9-CSiCv_kAJn>J;@4|BLCyM;4(cA94op+IeSt7^QJ9LfnrwKk^*C(Es
zUcdaxzgN4@$8TJ-e(swuzuzjIE6OmHolsxfp|^il{MzYH<1J6$R9ahCT4`7CXHV5k
z{wvYjKL^e){}xpH?m_6C;PtW=*GleteyPm6y_0!${8Aq!spe<l<_CV8&99%{eWKum
zsY{dc*ZKMXKfm3-_wW4eUH>@5XVjHA|6QGTtnke8M47s+Z=XId`1SX>uKxT#_5Z^^
zT(^JEA9MD+<=+eC6XeAMCD)v&iLnWAsoGh&>4^I4aEtvjXI?$Qx{Pyj$_jn?lz)7z
z%cH-pmP;#~=<IH}Mf<bv^7V^1eZTzmSCz)US?^ekDo=gC960Ccl4JhcM1207-_3ti
ze${Jl{Z6AD)e8HxvR{Ar^5VLUQRA6;aZgU0?|-$&jEi^OPMaUj+L61g610rp#~sv~
zzwgb@vp&-U<*MXT_UyU0Nv`R9=Vo8^&F8ucn#5zdj_#NCdwH$X&fQqNTtQ>XLH;%!
zGh?xegz0ymKAFCA{T>lHjq`6rZT9JDPyg(?{Gh_=rT-&V^8MAYS~98pT=U)+&to)i
z?%Q@wYp)znV)N!bFJBy}oR%_Urxy3u=8n52+MC?6|4%%lqWj4zTJ-;tx9uDMyjorO
zX7z88{eODO8&35L`5DgrRj|NEX4(smQ~8pcH=jx<?O3woy}r<#B3JviHIpL3p3Od$
zBRsQ4wvuOJ$GIJMM8c-WyxAnZdv5G^aY_Ex7>g+#^R>#idl(&>dDv#k+dZ{iKKC4t
zMcxa(#>%J4k$Qur^r%tg??n~s&U}~JRNEues2VUKSzSChHfrbl#tExGK6q4QEAy~%
z|KTq}3%I`;D_G6-vpwz<(o@%@>~pGURn~l8@7gu?=ilgi*Z%o&q;y~YN_MLsIW5`w
zHM3tNb7&uHIK8{~)v5leHs0+&7tiV4u+r7y{Zi(=E4vunzKP9Uy@U0PW&M7+uw<3l
z@9#1fT)O>z*VNT33d0;;J&VjbC%XI5<I1jxn593&gOWWCt}~wf%yNCZ(uSwC{^vea
z-+AG?oX6ozwDCEm3;vGL9?#xyX;4TCY4kVbJviT^V^P<ER%W{;DMIVA|GJ*Of9N`o
znVbFvx3|~t9TrZ0DYaltS-EeRf476EI?vv!K+~m*bQbS(RsSma!2N4u!Kz<@yNzcl
zxVi1;2{2_}b6RW5m1X@lFZOV?cz!dx=-v3@bJM}bqMfItXE!%8Gz;&`Z@xKKJM3!L
zlVtx`%bZ<mF*Uz7_S{c&^tb<~F;D32H^T~1PV=*CSIsitnfRve>-)_)JH&7Oij~+V
zzjM9L6b4p?jML}dGYYxLRkBUI+9P}Xr~CB3{c`Uj&Q4$3z5nYX7W?TO!t(9+G)yf*
zVmm^ndos-E>2F%P(c@jhxvv2d_ncIig4x^H8Lqv)IX&ERgPxE}i;~VRj+ELCmD3U@
z^BrzpudmU0miM7P_wL%GW;$-%6%l&L;Ux{;+l1y+y9(yLpSF)jys9SU-Nwy~cJ1@U
z<<<N0E}i<=#Py@uszFaaXk&_^v5dc2^^RZPs_HWiMds@KKd1ZjNLeVCukO@W#wVU$
zb2(<%#%?Biw|thccisZYDQmiUR3!iWZkn$0yplm#;`lDFyT)172U$WxJ1$M+j}f!%
zuYWpU(p6W#^zWOB1v<QY^W}cbJSe?DZ~vof`An&E1#5agD=Ba0xVVV@SoFql)0#V5
ztG2V>?*AF_{rkIqx%TxQa~`*csU=m$9uP6#U?5t5x8?DfB`)IYeF9u=n|Jgq4*4qd
zdc8vm6K}<XSu6IR=Kk>S>izd|(=X5X+`PiWUZnPRG(-89(vw>f>=zVkvkR)u63x4I
z;!aA$@ylhuJ{q2j+?%kK&)IqRyd5{iR6BM&Fqn9y(lO~CgYWBOjZ9Ysj!In-(Gi{4
zX5?^%b(W^V%jO+xIajRNdF#q{-ghw@(jujtHm7PsoKxC@7X_u?%-ey>{3@};!*
zb!6F|r~((cJBu4u@b%Q!S~hr`R$AWt<$$T+9rHU&UpKZTlq@dVR9IPL*s8aGU-vmx
z`6LagY`buF(QTnuuQ!Do?^{28(TZssC-vTD;b?wa<9mg-CNHr*=%GQmp>$fA(*=88
z&ydWVTPjioqUG}4>$CO?OL<5<7u)i|?vU(`qbhn!<^^%wa@!=Q^f;?C_Q>Zc2b@FA
zUb{?jw2?WwnX4zYs(kU6lOId!E;q9(&w1#_CF8OrSk|RLdfK9nc^B7kN_yKGh<r7j
zyF0aNn%A=DGwfelgx))ty@M}_W9^+srfaTU_%-QrfK2`54|>ZV{xK=w7wx<p5YIZN
zO-Pz?f866O!74j1X1=(qa(hnOWp2BZnGvr}vwh&}I(|9gsifxrxqi-fT@LzwmRY{=
zcvk#Vlb-XjB~nZR@#Ruo@o)T=E4Ey%b&)%0#VubTWj1&Jl_gip3#B$4R$gS!;^%Cj
zu;*~r?#mnI=ZDNWV#RxM^`DgGiWx6@{hXiw;GWZF{zGuRCGYh=9sY$<e10$QzB3UK
z-M;zq1<QYV#Zt$f-+OP8^76DLuea^n`%gF7Uz5MS_O*DCJnunO<tL&-z1L&Bd^a>U
z#44@-uJv!RYyYIr@`9pIyZ^XX-GBRUvDM|qojRQ|F$*dJC2sfpaetu`B`mq$?XlSs
zmNgqs@izwEC|cMh>dE?(E&PxB)*q&S@+3Rv{P*CG5q^5%xvBO--hayad(SR?^2dG2
zpLM_cpX^i4j`$>h)b96%`Xx#iA8uf~xw>Sw_sO}d?|i=f$6a%>>o*qmpv+bAhpX*8
zzi;%l5lZz~lbReVJE8gU)n^wqqLbxMP38Z5JxX1r_|oZ9r}O3Re+<7I$F|kBcW1Rm
zyn9{QXD_x%G5lSjJg+1Fp0fB-7S|oZF_Eb&>1N3{>*$hM*Oew;oUShD$sX0cUsYg}
zqu9~VsP9u5f>w8F{^H#AGpRMUKRxAMYmi0!;d5aTzjvO^pJWlRt(0wQ=jqDGg_VCy
z!=`gyv3c>rVb2l=pDF8(d5e60#AoGc=y&)YpULA*!6%=a8}RQsIFD=o)-n%v^?<<p
zTGB6{A5d!dWIeXc;|SmS&9yi9lcUoXpP9mN_kmu>oZP(*RczH>xmUW>11IE8esGq-
zE&63mAWKaaJ73*nZ@pg&CBsk6<omQC>1ETJ(|&2ar8Xg{OHNJde$Fir@Z4&{9F1~=
z6RgEITjqIuU6=FMEH}mI&CD7Hg_m=F9nRe5sk<fhp6@;Lcb--6kNK{Qe=sA2?b8dF
z<@eo8uNhr8+U>dLlbz+hN>%r=IQN;ISv$_Zn!4iYYIe;O&RD4@hkVYx^w^`b*(R$0
zdF~4hzxz2aCY?CIJ}0V)owvhN!B}toAq}r%e9kv7FP-ZdVC^as;X21)n+(^1Q1i7v
z?eha)HA+s4`SW|X!-iENO>Z>~n1z~}eYw}He%5fcx*^ePSDi^&D+5#EVX@4QX$4#n
z{3mbbsI;*PMC6{FnX9}qU*@6RkJTqn<TuMUhFayVJSP0QJpPMM-@i-Gj#?flGK*_F
z6UP=RU^qFFiEqjhxs>Kze@nhdPipYEqVu-K(&6<dfmf0f;~ld)H_nk}eQCwP({}EG
zL!7{*OHP6DpS3rO+}D?AUFdRn>975#RaUXvO@Hi^qtz}_`HjCZYr)dwJ?|U-nZ7yC
zxk%94^49d8$yTiAR3o<U_@K1Pe}&>9m-jl#8+{|=c#f5yPO-Ug;`7B0r5DV-H{{Pd
zE3a*rjqh>$Rh3r0SAWB+ra!-*ePmsBZ2$M1#oZQNJ06<n&b{UB$aAK}EYa@jfmfF#
z?W$Z7=B#{n!OEicuG^K}^9x%a`bfX<6wsAi{-x`Edv=7%?yF}mDd;4r<-ET-@vig+
zr*5N5J6?20-&r-Yq)^=6-!ZLh*&#WVj+pE#i}^lq1V;xPW)E!OILTJIH>Qz8^zgQ)
z*F3+N@bCAkzj^E3-SZ8qCY+0Ny<DCt7yj*H`MTmysiF8B{^k|C*thNQt7!eqt+V5(
zFni4ZJ%tSBi!3<TtbWL=mblRWo{;ouRaf(O7IS@c-9P)tYLr<iy*MM6ue)*6OSMG3
zKeb;K^)?44b3H!(`PyS+&;5)RDcj4o{BUUsoSrD>qrq%^GEbYiSzP#G32X2t)k%(`
zJ-n$2YuKZBm{%AF-?_n-njqD8an8D_jSmCb-!1<>y>VrwhNH$|Hr05gnS1^oGcw3p
zCK~!Nh<UL9ugV%GXPK7ESG5fO8AofSM`)zpWAR-mvS=#noun^!@9$*gT`UxHdJe;n
z0#ON#=8|mD8PSXWsIAy|F8x*jYnq#wn}vT{W4pyy#~F{885yYfnon!nxa_`iX+qaD
zColf%jTfutW$ExGt<&_A-_uy^^ebss5c{#mOv#%b2`Q{n`zN?Ope%gPZayCITFx1)
zCq<h&gM!(sIvtqj)ZKP6c(r^<N5ZWTj<jVT6BH%>K4JS@@-JXc)Naux&Baaqt13Ba
zRN7u<+BToqkZg0uBav0<S4|jq!XASSDM1Im_(li`&3h5W7_@h(n8MYS^Edciu2~Vc
z!l5QyHgFlk%C2n7xij`GW6+e4TETfmA%CyrymvYdyFQ(sFDEK3duq{{d2-?kPp?Ki
zYK>-ERKdvV^swMH%b~1o*SRM2ZMo4qvpa9wtY@xml0tqT4y}niaLwfG=D8h5B-)vl
z{EE0|n|Dl!Lyz^ITJil0x=-iNTs!IVIaZI-lL2CzKJHpzdcS(^(V7S6C+1pN72JI(
zqs76H^D>GxsC0u(RO6S}&*kqMw%k1U=85q;Gi&Q2w)GSLzFTkiYf{?t$*cP9j=%ZR
z>gKQ3t7&AYd~^G(x#c4AcaOhu34S#*ExkJOmb`kI^^Cc{<Pyr-%)aLOe42gM@0Lch
zhlbVSG81d}iLO6I%xBD<_$F-g<r7ltIeQ+?oM6;3ZTT(1DeMV4=Y!_F@tmf<{De(P
z<+1|_28Ro;e)Dl$aeZRVzQezksN53?F*5paFJgX{!kgsUSwD|fe*1oFe(u%!ecpcs
zXI3tG<l1%Og<9C^!kQ^!PR~{wN$={Z53I1*DYE!t{pTaGZcGYUcDhA^*NSW#g$pk?
zYOeXwenx!B_3NMO);se#mGb%J-#Mfa>X(uxw@O=Hq-mCS$0IFv`EzP7+j=G(Vr}S-
zJ=o;#wqBm8`ds1MR|omU&O}bkjn)dX`SbA%V^Rgn@4P*Z?K7DjwdT*)l|OMRd?w48
z-Lotooc@;JBJ$#PjPR8c%jDnx*j6YZsWQp(g2jQqjrm8PG@oH~nrNQRr(nO>!dU(8
zWJ>|A;5il-MD=g07CICj@|xrj<ssuRN1&8<)#m9(S+rks#H^n8?aUFzZAX^bzngAx
z;aX5fI(ruL?IjvAyS1Gf3tP?ws;nwJP`GZ7wYGv`;ikR8S9lvf7Tz;0>8#x6xIusB
z-<_eS%wqH>O;s|wxAvL8>+79I;`C>PDxLo9`~S196L0+*@ja?Dx-^eW{XTi7{sgAk
zdUqW>*YBx|X8v(<+QE}I?Nt{^8|~|zx-oa_m;FV?eSbe}Z1+3y*>Ig}5*tU?i6q0e
zS6VkcRTS?#nHaua+|f8Oz4P7iH@w!Xzbj7@y}NyBTATl=_N1$aejH1>x;Xl!TB^x|
zx809dudmc#&U~Ply!dm<C5ER4en<Fr9DNh1ZQ|&)BYp9eYJ<YyMQhLhT$(an`(M$S
zsD8uQsXQG*?y=H8-Zww0|2}cvtz}bNf9x&kh;~`N+PBbS%Sz32v*Nvu|H?Bv;(Lbu
z!n*b6+9KX}9WI={f1NhpO;+=gqn&pGV>c|Xmz7j{)%AI8O2@V-vXMU>z5Zoy{G?g_
z{>$GrHAztwIX^E){QTn6rgUNAnT?;C73v=!2z~U)WjXJfKj(f%`0e-oyF`7{r`u-P
z=YFp)>~Ffk?D}TSVWkqwJEv_g#jLrz!(G-jH!q_u=JZR!?;SE1mWw}-duh~L$D11X
zto@zdyTHA_9(wdwz7zaveE*0om+oiz1Gb;M{%$#9D`ejEPBygQe(CL_&O2uBaGzrF
z?YP(Vo$gPrTG*bk<@#{IVc+Bhem(uCyGpk_V9(1q^+@MxZ`tf;`j>c~Y8)#NN&cW*
zDU$qQ(PD|i_R&2LKe?s{e*udZEO@7J>_dTJ+qT(uZvPFWIGy62r*;(a?pV`2(ct2P
zG6Satzg!P?FgyxpP@a71K6lTQpGE5#-JG5j8cT3aa6fr^@djy$k59g_AMkjpc1^oU
z@Yhz}o*x27!(wlmAG&VyiM4*wdA;A^^{n$_r|AFKYqwiDzF>XL!S|nU{%xr_sQ>w<
z?JWHt>weyEHm&`hdPP%cZry%X-+yJx{0hYq=k?!gw_<hCJSQN+ajE=UqQ6>tKpMjd
zmZNOC4>fu}lxUZB?G#)-!|LflvB@j_E-2_8%C(I4<nj#9oNKjo+EIypFQrOfd3nk6
zSM73}%T@8s^7HB3s1E0~=RO~nFZt2TSAXH$zXcnE@*W-Zwy5CzeZzuX|KWy0zBs1S
zWm^j6o~g!|{Qs@G>X+tHi@lB;1B6?j9}N4QmaKU$%gpXjPSj6<?bloyuS~GbTJ+<j
z#0*{Ur52niVp3HZ2Fp~UUR>2#ru1ZD)#;~|OD&?`>S>q;)@+Ji7;~)O{6kE##)d;;
zxk-<2tU1$Q{X4;T%7s;2UWKdX-C3*VHT_^imBjtK49|qZO@F=ovF^Lk>V4%$%47Z}
z3GWLwIm$NUaJh<K;m=)qM*rtEy`PnrE3%LIexl^t)j#|WPIzSPHPgtb`TdG3WgYLW
zmTUT%P1w`*KIz`eh|7)Uk9QxG|1s%@o`$KDtLs0vn(ym=KJRI6zrDSxrhK2^=Suen
zOwXk6hDn7*iX<+-X{Pl0<f)e{d9(So1X`M^Qj(4st^BPpW4$^Tleg86nu9#{`kY%u
zE*3v*yrO6|%T?yA(vz2Qiy~dZzZxgh+HjfgPcajnoMC?K-fB+Hv@LSN&-`XL@?P6~
zb6&>mK8AIjFPE&?Av3+!Cr0*CgK*E6U<TeSp|7U*EgF_s`Et1)<2iOz>3CAr#Of<o
z7HNvCxpG>R!L!kFeTLWd1|0$4#d%wgn;&6!@XFj{d*Ic}@cf%OM?FJ3OJg#G%h_U2
z$sT_cJtJdkwXv`w*Du-D)wdHqPFSH|y70=0lb>(?dgyZHQHrppq+-TukAs@VH<tw)
z>=WrIdRWYSFX4n<Pq}>jYH!>59-r6Ton^Q!GoV~)#kvPVS6y$3T5U+YYQ_6D%EarA
z3D?4>zePCMs=kLcdDOOiVm@DzaAwEbl{-YIE!bFhd*}Kqty8(JIM!cy+I25nkkRYv
zk>ztIwZAIPZ<qL6GSfbvd&hijp9R0ndX8^<?7VV9%%eYf&s){cT`OI+;Y>1bkC%V-
zU$(Wg->N_PkT50a)RnJsQ_foC-FWu;PYjQig}>p7a2|D@EcUfewj~Gjrzds@HgnmD
z@x1abtPy5wt%|o!xZqX0n@wx#)Yw<11{t~wCzk(zsV5;4QpUB@=*TZGM@3=bWbX&j
z{YsboR_!opXbDg0J1aM#S;;JkOH16fPUiIk=V{zO3lCX^uY9Ow%XnOi=?Zt;-Otij
z?nO>|)gX4@dF%tlJR6~H%u+0^=hgnL&bTr8$A_zD?<v32yIXatX6GaG)|}cWTnSPi
zr#4MG+9|@3=qi?P@A__$^;`+x#o1qe7tac*3irG0yYoh-;quH6=jU%=;=h{etG9e*
zO1*~Gqf^cwp2#e_>A2itxu;2a<l&3nmcDlTSzX&6J=-}`^GxO>m)R>gbUy7^67+uS
z9JTx;m2dVhSCv@$+FgFx_GPKIrLXxD-`U6aO}hN#wdn4LO7FkfTKd`@I#Zb=FLohG
z#Vo=~Z~4jjg>~N9Tc=)%we)>)cE9%WPMrf^3jBhvZ@I*|e3wt(_XP(&RM=SjHayt=
z{)U~$Ov^b9k+lzvRgN4g|9-U8GC;J*?ZHmlA5jdq=Re+Ebfx~ke*Vud^3(tS|Gie|
zVf|l~5A*-skB*ODP*5uQT1?yFpW&xF=Tgs|&;Os?{@ZhTW8OVM{qNbYZti3Hx$pb#
z1y5GGZQeWoRQZm0<>2dm>L)5~@?VLR9{l}&^|oDW`kx*Adaz{PX2CF?8O@7y7p~yu
zSy<4%v?PsL+~u&-!t@gHcBii^PxSdJ<{wUIkGk+#cv}pUw9AJwh0rH&4!26^uv;98
z)SWK=P-|Y;3i+kUatX`BPW&;MyRFlFy-wcrT`yvb7G9L|sI299D!R4c)r*gI-S_fs
zH;CG7_-WuGQa<I?gAh^4C_gS?%g-Epos0On-Op}nc&Sl%UGbNh28(;QP!r3t2NQiu
zd?Q;tJ_`yi71FoNJ$ZZIeBWR_v)&gAABNXoOsV}^QF-p_k?D33ySJ<DGdY;!#J=*@
z-MR8xL_#DS__uqBe~vrhJ)ud+Uo2hmrBkOw_~*DQf>IM-&h&ozDejA7`VI*T>0p85
zhIP3z756<@nkCiVFI{!FQSctug{MhN8dr7x+sGQJ8OQA0y43Ap*&&f7KQClg>i?bl
zdbRM9f}fV2@g0B9Oky}$wrh98ncvk_m+srDNH-Qp6&<eXOxf9?V=eh1Zck%(VVECx
z>pKhAwRQ4KAI<AtUjA=A%M!K3)p1WUJ-2anmK<sbzi)itvgo9O8y11OhacU$JE>*8
z$O`s{*K|&2zs&Oa@w?gR<Kh6W+&3RJYhF9ms6LZ=VBY*7WnRB{e?!fiHfOa!{kE4}
zF_Y3(muX!7o;!b$?7G+8!FTk_7HF@@Y>zHh)`$qw`FX2Y=Ul#kR(DF^x9?xybhN(7
zKVf;#{P*ti<a2v22&*u!3AuH1-XGoWEDo{I8Gn4OI4188)cyMJK!EPoKL^4m?=KJZ
zz8&^Z<L$gzWqx5*ZV59^?Y7SHd~dc|!C=meb;Y_yZ??V-cW+x7J^O#-&JzNQV>@}C
z=cu;*6Le|gj#hGe+43&==4EsDHtlapHZqcWZw;(3+)Gct9Csk)cZKmL&x*JYLB?VI
zaeOYS8yF2LT<T`*NSB;({8!6@$0k3xos2$gxX~y+w{CWEXKJ(3#RJD~tugLR^zJ^!
zRhn?{;*z+f3fj&g8WryuSG=%rFcncM-?pG|&xs>B(PnkmT#mUNWscsS#LVCEIhRE@
z=h~%T^5qpJy-OC`z57s6x3vGp!;6)-e|hrp_qw?rF?#%Af&0B@A3C^da|$Zfi2r)w
z@k~ZemcQn~hZ%Z%7hX6%Sys-<AzW52@a2W&7B;)$nCeySMQ+@f^mNsWj2ZGT#4f(f
z5;iKDpl_-u{Qpo>z}zQwdNb;Ne*Sjj_Jgfm`&V&BDsauQ+%?~JKd0pCU9D;<qWRS;
zzSuaGTTiO%ek5M<jK6f(cFxF|f0Z<z9Q!bP*96{AB}<+MCHU6zRV}M!{(A6_V%`fU
zH<|VAyC+;U*ZltOSMBegS02kL+_KNS^XHyt<)`(hdP<AFipOUByu5Dfk@J#%aoL^w
zb&8&w?Gc#ny8QmKC+m$EcOLopbEfXcy>pYhMZ(Ulvvc3KnnnHcDw7Bao?xS1F7-Cc
ze-XAn4kqQ_uY4TzvQ_(1iE;8jzxgQwJC~$<?K=DIa-8l*)sJ<--Zd(HhUGSS_543Q
zj9eG9{V0u_upqomGV}TN1A^a=O#5N+Fnwj_SvihGZ7s${H?IiA+njo-srzwalGN5C
z>5(~a6EfR3tUXsUo8ijwGj5k()k*F2VB6etcTeQ=r03hT=A_Qva!6t2-(=&uJ1gGJ
z58A)}<BF>}{I4ssSteXcs-6B|x9%BMx2bB)U!rQoZ&gk{>Fe0A+UDQxSGzN&>Ev#F
zdG1&3&J8)vfA>wDrT^`2{{O8D>*AfoiaRgcdj)({);jel<b>_l--~*txBjZNx-H_s
zGc)yrSF5G7K*wUuw?RQCes2kmcl^|A`CGMtEk6Ff>-6?~%fvgE6u;#DsVXe3tlfIA
zWbK~ri~RSa?=9td{CxVGZyV;=Trx-%So757?VS0^mM_;!P2})hxc^?!tMu2;XFYZC
zJbypc(($0+);Tp(^baKHxow^Q)FkfS8>WfJHo42(6wWy3wqlinR)Rc7a72N3PvZ#%
z*LtCyj*9(Sr`BysW4wCu!71a6-R{~OL!UBK?w{z>HNAL;gi4(7RP8y-TF<H#%=*jO
zn6}D7EiEO`N0GI1edboqn=i{}+-|o!Ht%W#-<rJ^nk)IgJen(ZbcLkT^sApbTtCXB
zsT9v=vom~V$5|t|RaN5n>fM*~N)xT0Gj{9<`1LCM)gir2(+}ljY%|_2-a54~Mwd(5
zWvSI=i+3R++ls4|r+3z_(a1Tl^-%eVy2AD1t-YP0i92{&;)6xDot=A0dcU;wy%zPo
z-|q5Si+y)voMZBEih9!VdyMkJS{rU$to8`p!Cls4_C$K2@|v}wPhMEwUf&^e+s5wd
zb3eY8`Ok~nZ5vXLJ-5qcy8pJApCS6$%B=^V&udyF6aThE9X!5SW^s4<?z|xGs|L?y
z<YTrruTHZ)!XExMaa~lj`R2PnWghK+er@@L=J_*L&;Pc9WBb(a_jUIgpKGbsI&{*`
z(o^Sse9uN%?L(s9f^8>%|KHP9kbBqG*!+#Dk-PfIiI%_2Q~M^p6|EL}Wc&1l%wAvX
z6{o+rw?5r>Y^zZF(|PZsEDsf}e-V@E!*sV<<Nd)6b5<0~O362S7pC3e=Q!Paw~Oac
zk?6zSKZ9%CBi1Pu^P~pmPOd&&G}T_@>}~5qMWTDpK2F@ZO)_3VXZuQ(gAD3!^Q88l
zc2C?nXYG@eTNh7r?K9P3xBmAy(Q;bju|yehi&VvV&p#(x%q^|9@fUSI(!_Q{rQ=m&
z#k}`&2`S%?eYUD-o@mFQ{%PBmnB5)bVmD2<O1oz~UGn(G>hn>@HeP?Iac)`TG}hMR
z8yCym`Fz`9_Lhk!SMzTPyO-K4eY?@%h{L~&r<*$j6jYZV{`yAt&7m@O+2`B0#9W<H
zEmdFhl;N65Tqj%IsigvIwH~OqWxSl3d^l_JuKey@GvuF@n#(1&?|HZG!ht38&%A!O
z_sy5vVHNj#ulsI&wr|Sy+F<?jm-iojt=DspFK+vs-_8|x*IqaL&$0e@?8olVJ8$kx
zll^q}A&XwqTU80O_QQYdCM<5+qIBoZw#~2Bu*_9jCYyd`k#Ujp?`?D6w1{z<r5|1~
z$ETAuKId(t=Z;g$1bxbnE9_D#-8w%&)=aouk7J$0ec2$6rmNSh7T?QD%d&pF&LUrD
zhx`j41MWcnr4|)jO*Pjt177bj>1eg9>Z-o+Wks~~`%aEOY>k%>>=0^V`;x|E%9Fk5
zek-4=&B4qBe|=x;yDzFTZ@qkEx}|gS1NFDMhD)t9E(*L{Zhf#~{?g8W!3TDnUtx3L
z$Mf~?86L}KPGCr^Hu<ZS5HtHl@Q26h4TYgwtZuK+Yn&))py&Ot`{0i#;lJ4lH6PgJ
z68^LvsNj#A@$Rwk)vw=6#gv6Etu^ZR{St8RVRK~8cK#(-iyovNKbMpy_48zFVe+AL
z@3}{R`LS;<4p3q2T$mzsbnekC%YrJlBbiRAOl!|y?VEV+eg)6Ag_|Q@Pk*-TT#}dJ
zGqoh|xkp`GwjA1#>2$+V_l1tw#s%~5N3LP(o?3hKk-~Dj4|)=BGOeF4t(#_Y{8IQf
zvBd@TTtAoIp7M0XmFdf+mb#ywq`T(D;?$F}YhH-wL|)>X8?}%>__WRChcaU62A5{t
z-ZA^7b&9(2yR_nrC7&{;?ht)iS{Ri*v5aY(6W2@IDINLmz4e7ZoD5R<yl?5j`mZg~
zrQg0y3jbmC%_^X=b<)$df`$H<idhby&p)_&F7NYLe|E*Yds45*OYi#GkTqq7a$alH
z?vQ0sr;i*zq%!}8^+xsVT#5R<*KfbtZ5xq&#Joz!{Ght*iPGFWr{^tq9w_9r9JqJS
zy;#`B`v1E-ENUlgmCX+>K66A?IOIu@@RQnkvt}DyJO3uDbgo&M)vs%3@-51WHZIQR
zl{%4PJpbROeWtPNu4b2rn4T-E|Gm3giaWwktl~h^W0?kr&XWp%*ShxZzH?5bUHS6o
z6JNggPv2*HdGqR3k(KgQckF7cx-LK8v*5TiyR83zhr(a$n#y*q4{N&>EwAa(x^-UI
z=?OEIo|q7DGqml<9xv|Vws*SDYd_|udYmyjJ|W;^mE@~AbI;uSdop!J^n0gI%gYbm
zRi2sXv1P0LGT)M?Hb0y{9zM$~CUVPg;_8xk$*iJRbL#Bd*S)zJ^g?@2v*N?d{4|{=
zo;?Z&is!D=x#e(A{k(l%f=58qae3{h>t!vL-`yAfEIRPr{jGbu*A@sDUYaTWbdSVF
ziCuveTCOc#bC$TqrO$rUzE0)*0`2>gR!Ll%TA5`tbKRV|Pg1l}-Z+F$doOnN%!TvY
z5BThxy3QwB*~;Y|%cauZuWH}V#n!e(7c~ekzb{=J&Rp~S&ZJMWacb39t+n#c#XZg1
zQWrUApK7(K_%Egyj%T(Lx4aKaIe#iH_3<rhhC^?z_DyQ-e{=PG_}y81y<YxY{&#b@
zcE6dKh(w)6b*b5VM~O{7^C#@RW!k{?kF~gfInmCDJ$}7*;5omtUw>O;JNb$)#Q!^e
z=HRiLb@8cur_Oyp^en+;#{T;<F-m9tXB2-}^h0&tXVIgA&X?bxWMP^1BvPpDT|<@u
zkG9c5c?aF^&oA&V>zCfZweB+ijsV}XX9rG-yp2<lHc)@N#rkhU*x~&S_8J$2K3z1O
z@mFES9LFhaQv-t>ru#d7>%6P5u_by+Yj=E`z^tEZG*8HTC4PUED0f)vhMeGh!DjXs
zXKK%y^Gy;EEUB1y^Qz#+3i*~Uo;^BC<_OJL_2i50wAF7H@4NLUT6%vsNB5>hQ!WIb
zS6x;;`<hX2>Uow|ecekJt@bW|-na6r?(Y29FSm^K3~o$&8n`QAj$*M}a`%Pf4*M^a
z2r-olZne1S;?+~ba=SP9@O*ybUTL`*r$Z-p?rO7i)ymra;?Ax6E@6cZHS6EDOFw7M
zY+c+oVXKt7Z&@qfm3&L1Z!rvwZ>$a-X*iTpz_a_;q4Z~hhx^o**gc-KQ1<g%>j!<`
zw~9*sx!(9!WBTPO@jLVTk1ed1iao5m<Py)D;KPb%(l{1}oS*iMGv$i-oP@wU9#gwW
zhle~hK{KXXclM+n-6Oo0^V9d#$Qk(;EHaz6Y3&tHHSUYv_A}AX<8GtX(SHxO1Zb8%
z|Fm+0PwCQ%)B3hyc2j@)aB}^)#>jDVWz8$Dll~iHWxjukfBEO+Z>>1b|D3X+FCTtd
z`9+bpWp|iesOyxi$(M5$)p%^0x%m6NT~W7sP6pd=t9f<t>W3Fu8FAY0vTjs(f4;g)
z%1-&kg;49Xv{JtrO;O>A(?TBQtjd2VG=0;Db33NgNll-@eQkan$MhYuAI;wVq~(Wa
zi^Q42&h(dkCwK1>cd!1&?{$y&^V|88_S~+LnZ3`la{GMo+p#BiCuy`f`P>t2{U&sB
zcdWjzO?gDC?ZIyei{|q_-1Vu7Cw+g1mw~kL@n7p^hHW)6`NFyL-&E1Ed+TR5I=yi{
z_EccTkD1DA*WGcOo5^!~g&E`Ys{aC2yScg>Oz&l8pAlQY_|n3`z-{`e2hU0sjOJ~b
zw%UG8XV2orsdFzD)&IJ2wMAZJLYTv>h$R<t?_T-!F+5MNBm0M;Y|Ne$Yd0?6sUY{}
zfst*vPW4SbJ(I#-ovenL@7_Fc`qCj#eP+>X*_atTLVLbnyJ{p-dgJYV({K9Px4b2;
zCU1WEZg$r<A^oH0=Pk~7f6ldf`N9>47>);be=9q@LHU~XCiD8BZ_g&S?$2G>bG7)l
zuKc{sH5KRHeVx<$H2b&i{TaS$ljOZMzw}O7_)|BC>nIDe*Ft~ps$8#!54KHrYRkXS
z_akMt$ofDoP2E2w)=LYXu>YH7c0T%A!u*BzPXzD1zWw)ErocDm+J`SSHkO}#Fmb}2
zuUG3fCupkhb=w`yS5x|YV{LS8x^hmos2}@{#4jgPcf8jBy`0x3<7QIM&3h&;j+Gnu
zy7q8|d%eB>($hLS?dcmn9@oneyNadj?;rY^?s~G9q5a9zuMQ6)&wUr2s2JL`<?H>;
z>{W}N{Bd2Y`o%%=`MlQ;k7-EXtw?O1e0T4}_g-1w)=#NQtG>f2;?WrvBg5vZobmop
z+w~KtXL1$m>=IT=pK|Ke4gP1=p$ocn8=p!}deUSw??me+shQEjx^ums>~Sb*iutSI
zb7+R{U2ezUtA0hee$_6~;&%&X^K`A>Ip5m)=ELW8vi9ZirPe{ROg@{J`dLo>8@<d*
zL#{Gz?x%>)>rx!qye{4|e<19#ChOCI+=W&wx}`jRe%D`3nVw_+=%kvJ-=*Rye=E#h
zPHDUlB<tewxGALlSm&9~e`HHf{r;ulH2dzM8FF^AN4b|9CVk&t;c?-uir=LDm;c_q
zF5XiRDPQ~fVd9)7w{j^ykxb_l(=+9Ia!Zco%~!a|n&uraiM@;a0M94ha0S_;yX!AD
zFrMYo$((jjgmrd&(Zg4J6dW54%FaBO@3>BHk>1B;-{W@H?QuC8pqUVmy3_eVx-UbS
zbK;>>oHy-rx}>kVzFjM1cALw~Lqbda8{;m|wC}%m<Z+&k5m!2SoqJaMqVOp$cMhN4
zQ{|{(*Bhf^{B(Pbn#GR3+PnjI4Yp-&X*;`p+h(nsvOng&UBmSHP{O0dv#&beU2|y5
z!k61k1NLv2J@wY6-=&+icFvd8OrHIG+V}p-*Pl$cD!w{ut+`Xf!SH9elE{7g&8r@p
zXr1F<w_?Mcty45BwfUwVG@Fyz|LlX<qh9UMuQh5mR}@xMb~tDpW)%IRG?ORLyJADY
z*&SbVG(Joyys}7O>58X4Dtn@sc$#K8JkSly3S53nGl<D&{S|J`#NHh4iIRO?=~0&*
zjRUSSt`OMx_(hbtzwYnQ!w<smv2ki8v%0SLkI-1Z$a0cG$l67-?5kYF8+Y;S5?xU*
zyEX3HW1imN*NyL`f2EwLbG*LlT+0F0y=PrCLqD&axtl-Na%%a{O3{$|h-CHFSK(UP
zo}ZTJUzc3=)5Ug9om2SoN1;bnPYta~tIAxdy^%etlf5=tzrbr(|03pzIf@e|ynDlX
z@8s+PQN}OV86Q^dk9**v$T6iv=GY;#8yjlM-?6Uau>F==={os<tMHdoYzzLKiF@#(
zKqN$f%ep>WWa}DN=FF<2aSvSCs<QP9G=fE*F|B(ltaD^GkFjUC-_wl`cAdT>b$?^q
zia-0hXJ0dmz1g)+=kfZFpNccy@!3_R-@SQF=imcpQJ$lD2ivD|&+Pa%okiY<;bG)K
zcIoJ9l^+gEmu_R1-@vd?Ke4F#17iozE(sgcDA#l8FXg{}eBhip>%3v*_hy@G4$4Kw
zOpz~V%`Qy7Ub9(wdt7l$sqwWBoyBFBK7U>JlSO&@-=0?|Zaqj3d4ALUm!u%~+ehhN
zQZCfA$`ntY9~isI%HdV6Lig?8k}Hcp?W;TXY|)W>D^LG5)_r~?lka3-ZupA>qK_-9
z*&6jfao#(SEy)r%clop}@7yj+KJMJdH-F_{6WhQG43Z!1rIswonemW+(nR0L1Wo6S
z>hDi$w+Iw!>{PoFv~s!L?}ag%-$F{{r6ujf7rma_d;1dmtBYcav;Q7;SpI3%57|A{
zQuc?Nbk|Kw&R9^rzxtM;=R%RUMql18m>jfWx}*BV3^51wlhYiR$H!={Gh+_;lDXjW
z^u6|f&D;c<{0e`+n!vs<Vco?F;}=t=-|w@u)Dv;`i#)%c$I@H5HkUvB(?cJ-IVT^+
zeGN%3iuT@r=lJ(k=QyVeztVWGedb2*r+pE#cGM?vMQa`V$MQ})S@_kJy4{M$-=zq@
zlFHw+*TZS<i_I1b_0G(7ez--?DgVtm&Qe*4W0!Mdo$h{VDOb6&@yo%MT}Bf!PK14_
zeD`9$<fkWT$&a&~=7xQmpJ&uz*Wgzwd3;srC2h{q2L4EXMP}PGo9}BcT({-$`tqoA
z5q49q?B2EJlYKzq9`18n@1%QGb7}Y7pZCqAOnXzcc8~Jk1OA<}wR-#$4u?uyUm~#T
z=#;v+){h<QZrs}*W#w?yz2=7eud0s^U!LsyQDFDzuzSsq?8k@ivbyfQZGV<E@{4tO
za>f1IdlnwcJJxDtubim9&Ru+lMdZZPi_0feacjpuUVYB1;QXzn*)|@Vf|EI3G+(j2
zZ7SDt`g2vd^v?XWGdr38EUC#{_h;&~TQNTqJRTJ#KZv^0JE42JVXEnxmSduqZ=858
zzkKSdlzS4fYrVogOBZ+)O<$EVQ%Uidx?EOKm-wz#DWB}luki|N^Wxkobg+KM3~fmb
z#++LLXF})7MRjc9i{aPQd$x+xDk|pqk|~)svHWZI-d14cRJo>gAZcAAXW}<izH*5-
zo1&PW9!y#nxIV2pmP>Y5+?lH_N4}r-y`-M^e5c{58Q1u3&CIY#YQ6PvR>{^G*$n*4
zjOEyQoNbqLyych3<BQ}e(XO+f$f8)o%*VoIVDVv}2REM!heJYC*hZcMj<+|SVP>1j
zVtbSEM)rio^3ToJZQ80L?7z^QM~PEyO~t|-L0d@;TOEA?zxAA<>s&5fGr6}ZFY%0n
z+T**gR=65jhS%8Gruuvhkv_|0(#RJn?{aVF<@^WH=f$?hckfoso4eMi{gve1E6vkc
zs`I>`I-b`!{VV0`ET40%>n7_r33zhVXbV;u3+V)`ELeNF%Xo&^#{3%(x?X)tIj8FU
zK`@=IQ*?)?ai5fD6;u6(%FI*epYpTKuKVTn>w)(YP5XYk8x}2<w_5F1M7-4dl`v(Q
z&x=a!4-(Z&pWB7GJ<mG6N3nattL8guPW~=TI!>!CHLTLk$%aV23^F(rIg@wIfgt|G
ze}O5oditW-HNo$%7;7Flk=A<Q@uI`OH`~2jc<89k>o=3;AC0)?`PKRK;kmaO?xrp(
zH)WA3J(cy-_iEX!r0gip&kjX=6$cm!3ibcGw3aCTlQQBzu4}mXRCIm4)5?jVb>=?D
ztffLOdCuJVS2IC;UY&kuQ_x<6`kn<|O@H%PYt|JT%JF=9nQnfrzmLx~i(z78@XpHy
zS)Z40Tfb_3@5NIs(ZY5Ti+Qh1U$Kwx{M;pGZq}UfyScvzF8+H-B6oJXY-V`9w5!EA
z?`k{OADoq$_Z<cOwl7=ym!+>DIx~AedpOtco9FU#M4Mlp5t6Bx?{vUT`}=gG>LSC}
zTTg$xutDmxXkh#OL*^wOKAyflM@sGo&Y!?NYwqHEjOmwsj1{cedTJb^1>9Eb?c?Q|
zCH<9!)A(0QYgxYb9QTa|?I!Q6H=J7@A|V>Ftn>D&7`bK2q8Y7L8|J=J+A34S=A5-M
zu*>jiw<J5ikjVd)r;;Wbaz+)n^PG!ce*efv+wA9Vhr8DPXj!8tth~S><wHb*;np`=
z+6FN(3uO+SebAoZ`P@$Wm>zG{tp!Z4*+L&QU-;#{Yqr~ks^Y8V%xm)(+uKEa{acq|
zTfb_-tLg{Ids(A`pY2=yYoGKMHFlq<HNWH>UeCEJ%G~}ubLFdQmbJSN{NIqfHKTjM
z@_?#!$6w^--Tj*4<zF`G=!(00r_8&`5j%0Vo{K@=(k}vSyh)<7)jQAh99Qq0E<0J}
zzwG2CFE>`4Y5u+LI78-M>7@^Azvk5YPXB%Iu12fe)B1>e;hNv>R=T%^-#_#F*QC5D
zIpWLPE8}x#p1ZSn4$FK;zn{EMRjksNY*^WoKI=>5e4XE)PkHJrJN1eqaU-+rsrMS{
z4>RS|J&xU7Ij3cf#ryhAPgQPsxVuj+4_5bx?Wm5s7v`6AHp2V*DbEFGKb<KO%6&P{
z-Ll*A6?@pv!ic50--{+MYnNJVH|e;n$@$%vB(6RyTyO3+*Zpt)smFb6Ws3d3cS|p}
zGw%N_D!usL)Z@0i`p*je<qtkBEce@`+J8Gg?D_hvo~oOTtedC(Tlj72#H+pejv<pS
zRI(QC<2b7;DCi;_bm`@+6F(iAy+oggl@==BRN5-Z&r!=htI_Ns<G$Gs7B*f`3!YUt
zk@=R0)_sHj0;@N^U&FG!c7>esjVsySDTc@Nf)4z-%za=D!yKJ7x5vjsf;}3}-L}Y{
zA-p7N!3W0Ov6F7SO4{$SRJ%6ece{Pe`q@1mA%!{71&{koZ99Wxu6>c2`{K**i?im<
z-9F8%ph)@K^`yY_Q<q#5F<<CqE%r6X>fhD_r=GIwuBqVJdwN6B(SMPtPyMF%{XS;5
zdxd&x`f^`a+r>G5(?!1K{0{tk;(UVok55{H@e2*go+jxES})|BruE~*vgZeDKdipV
zd2f$FvBB{N_9A)d>O6Tn#BOr#o&E3j4Ng0Ttk%yO@6P#Y96Ye8|7~;eg|h5J+HY9=
z=S8Kco18lok)+;{F?X)O1qrha!Y*HP)79^|L>N?`C@W)fKK5Dq_YCDSr^Mi`Ts@b3
zwF)w}v>XbY<Jt2%y4zUx$o)OX{1)*4JlwgzdBz*|kJs(~IR2S?ykq)n`;&iUmr6gc
zmfd`OkL#4f!cWRWWHjt_OAhm$%1?EBs5C{A&9MDy-VMi04F-kF)iX8ZPy3j^;rx6^
z-u2Mk4Tfi94;VeUc6}z>lVf=|7;o#8{7>KMEbzql=#M`d#V1ov+uq@ezWY?;XxR;w
z*a@XKPrg~#-oDD`F1L%2<xP{Dj5@}Vi|;<#<eL~^UC4by_w9zwlN(!ZC%!hhy+};Y
zfBBz%$?Rv>Z)`qx^=to?neXp7?2b8q_fdQv^V)9dm>D`d8olN*<Scl!D*mQ}ZT;(%
z6)BgiWu;$iZ2Z?Ooe|o3_}P6Pu9r>~UuRsXS*WZwMK15lw@|}{>;B1ftopyH=c=+=
z$&r>hFXFp6efbNIv>5qK$nW7SEwz5V7c8^JMAmR&zx;-%U+LQpM*CTMg$Gyu(PNyn
zV9lFn=QiA9Ox|lWJGgRz=VQ5*Huv_n_1<qWmMm{meZAzucZSZakBgqon{if2dkX89
zJ?A#)TCUr-(l{r8@%O=V8^U+JwKbl){IJ|>_e=9Q`j_l|vuC3FrMPqFUoid+^{kE+
z-1_(I)d}*2o8HFpRvtVlrl{*0>TdaD_Gv}?<0ro*SUy>9ar4yjsMUSfE^4-&aetjL
zQD*Jp#O~X=Pj_VR?)Q)1-+c4aN2$`C)!p0ztIyYZym?_(?KGn>=BKRj&dHjKzvd)c
z^2RD~aLw9ua=|CAA8Xw$r+CGzJj1q~tD?;M{cV<+oE?iSE*B>_zC5-6*YmsVm##Z5
zUy#ARb%A1@iO9)YRu$zo4yoGv|6DkGc!{^6Tx-Y1O&=aU^Va*eQ0niy%5Bzb=eaqi
zG^@N){4vMkwn*CRJpqz?gueeerZr{pf2m{4@(Qj2_nYN;#3#P|c|dRX>Be@ccf0TH
zbpZ_*UWlK0H{Sk$pTqoL$xB~}q)6r`sVQx6TgY|DBW>b?#w|A`W?tl1vD>d(U^FA3
zaq^ZEuXBR`M2WwyyzyG}?^Mg^li8Jq-@b&~-R%zi9Pm%{->JWQCGNjm|E6lC*5_8=
z^j&XS7Ir8tS$;n)A?4}h%PI;N=Zeif*K(-RC??y=IKOt?%bu?FrgLZ7zq0jB|ML5L
z7Sma!HI0id)vtQY^G~q%^P6=$L_YD@#MCP-Y!nwg$jx4RqI618!?%5#Zu?9-A6?y0
zwe_}7S~ja|WLxdzs8`)#F25yNH|~A$<+n!1UvZHmVakQ`n{M=Om%sd&b>r^3IXnOR
z>+w#{Ipp&^-dfSsFTUynb7HBdj7Wgw%sjmx4m$i5oyW4>k|SEWXP=4s9UA(oTSoQB
z<B+Jce(qOp);_;4$zI~}-u2`CgFZ_Rw4Jwlz<aQ*IAz7W`%U52v!8wO`p>Mm^JWxB
z(-yy!dCN^7Dtmt8Z0(9$@WoIyGjZC)j-L02{3pmxDs209efPpU<?gp;RWEMk{8^is
zy>IC$$riI*UF&G$TK`*8IqROV{3(pgZl3nce$%zSHCqqF{P5m<Z4u8R1-n!+-L$o-
zpYoULpNdLeo_Ow?r$x_h(W8BL``#Y?e{{`OR;RNQx0a=>jjj8#^ZseCClTi+ZvDoe
zvX=Mey=UE<uFaaoUbgW3qlsI~ehEfq&sqFUH8Q(4bRn0`ol}<&zj+__ZSvt0S(~!r
zkE}hj&wGmNjYs)q+TTO>$}>+tUokUA?BmRw^u{TsHz%Inq&j`+nv-=Ndfn^X4WnI7
zKi0dJTK>xX`KB*d4fNlKN57Qg{})`dUOMcT(EZmZqOAWeS+jNhqw23;SDZPQe>O@R
z)V+_)X1wC%e(Ba+&+Myz_I3wbte?8YEpDR71lM;Fag#%TzE@eBd&9MV%2s`!$k%_i
zedS-WW~$8}sr%uvrBb^yH+|`^u6SY_(6P^SUirp$b%ETkA3|axGbXpYn?Ez<_jmlN
zc_~kh{lhaCqYuBH<m7Ksiu~}wp~Eqya^K6la`R@HF*$GLdSPT;Rk6!wQO7N@4}xW1
zKTKKmb4UKwm@sei>n1e@2ZQ6^?+Nuv-lh<oBm6P<+I~N-X^VR&uPa)%C|>Na;;jIK
z6Hl{zZJK{doQPF=7npi|xyv^9h!1lQXInWmR+SfoeG@S15Lh7kJkIzO)4{B_K3=R@
zYMVpuMfmEyu<@)Z+Z-pI^`YnE<_&*!xw7AOcuGjS)}CFjGhdEhr?OI{O^A2;CG#T^
z=PJd1o)dUxT=-IxO~zyIS(Zf(rWY<59@O_^wViGB;j{4ZeVL#7=gO>{YH^3NvVGTw
zGn<yLHBr><5!x&8I5&9OE0x!;+BZFX{NZS6$$t0gWk-Hb{_s!lE${8(2_IQxZz@Zc
z<i)?d^iEawP3ijUOZQ%h+WMsMkEem+1GUZ*D+<c|UOkP9`g-HNSjN@AHHr1QJC+As
z`*HIJ>yP8de>{3LC+{Qs^U}iWkL7pthdl93`Er_5mu>6TGZMT`i;rG%vFSDbczLBq
z$+E%#mK%0H*}>M;m!IUks&wm{t72yN=1=s-fFDQwrp<DaWO{Ka`)@<^d--MF8Q&{p
zUtV<9`#kf^!qS3YRmO~af8V?%b<=-N3)f1QZEh1D3R$Q$pS>!<?I?Tn#N25zWtt@#
zRo8aRaF^Zo)O?-$shyrLa?IBqe`+QAqH2m-^s%oR+M3nfW*)A6Yd0%I8y8KxyHh-7
z+Uy@na;!Y}IryTs?q`*`@-FE-3w!SIO`-=LtZnAIre7^~{#EJgEp`_~XPWbbsl1r;
z`sAk$l~rpZI3^vtDPsZeExojGGqMbqvHGO2N&1_}qt_1Bjpf@fu_rF(S@r1G>CU7~
z(`yUNGp0U?KEGk9h(71H7zcBwIn0rAe=Z+0vJ`hxyLXN`IY33XMq8hybH?no#yxLi
z#O&{jIrtn4da+pbL*h4?4NT^l#}>)9%Cjp?`N90VfobB!PQPid;w#@X<t^gPXHk2!
zLbdMN;t4bKCvTo?wd()cdHY#c?N3`Cpwz?ZETwbda`l>aMc*lFS@^5?ui9%I{w8tt
zzH{Afd%yi_y?<6oY+7I0@GPEV70;Itj%5a$f9TJYTmEah(N!bO<r~lQ|14b}R@&%r
z`%mlj)w?FVDDe-S?sx7eliq~I5?otXaffmobkhHP>ixw~@her1_N%?bQ#PxWPEFdf
zqWe5o$Ll>$9NKk6OBXKm(@lAw*~&jRbwgS7Hi?8@cE7;Yq8Ed9?Of5#zWUf?af?iW
z^{c*k9niS2_j^dGp*5%7@>_?OytvdC8tbq*A#}Qv*T0La^u7e1+RGMr`_;Dp8;W!G
z+MlsKcvE)Pu{WY~cpq=I`*<fuOHIIf-AM(D)1k3qs@%TG>)6vvo$lQ;S+?xyqo&O<
z_Y-XSHZ0BTIn%S_od?UskZtjoXI$!hQ@hnicH;aHf2QE4i>idQQxzt0yXCD{4}3U1
zHU4Im^b@Y{>$X-2olaHqlYZsNbI#zG&GqXXJJ$1lvYFaAGclz7%H#`{=TC>O*yz#!
ztVxKoW!2G|v}ms4T>;&JRiy!E%T_L83E$3ebJ@}&#+~x>_f=J_Y~Tr*?a&_`6kYgW
z@8mhXx#udZbG>p||8ID8#Waw`dP16D%5FQ=tyhH~2(hod9F+Ci;6|ZGV%F-8Uk7sP
zHz+167#({Pm6iSY;4JT4U7NP(plH|Vd-HE~v9T`MmL-?{v{X!GW7D}L&1Ksrr6)OO
ztzOHrb=s{e-_=!XrX0$-K07$NGE!gfi*0bUcl?yO1qrWBbN(uP{8*P`+xwyK$Z_WA
z`<-il`)&MsZ=of##FLih)1M#ju=%SIYdzn{lkd>=cmvNiTVcKqt$z{^PaE${;EqzS
z`8h`>;hECI)8R8Jr+j#->0d6qucEuY<pb-1Mcg*B`aVCTvOAee-_H5*bNjNzg+b-V
zH%?kKL2R0jO7h<#Z!0OIEtX$(@*X|(weE0yee}kbxRWp3=HKFzwJDKt)JSH#d3&Ny
zob9O>-#TQiDps6dF@d$<*g84O+u15JEXz$k>@a=E`;7hJ6MdfwY4(*<>Ni}nSH14w
z6~F$(Keq{&o@G8bX6wXh>v;3XRsM7NjrR>U8moL@x7Ih@Ir+NFG1-1SyMXzxRx<Ef
z^;>mJIcO|W=X7mf<6_~LE^XFRPTpMn@E7YsKAq~{!r@cmKKM9ACg?V3?@wGE%D-0D
z?fm)Re4S|x@=opZJUa95GODgDeEq*=&3itj2lHH3zB_hLX!4#A*%^&1HnTi`Il0?}
z@nYcOch1`ueJ_6c)H-8I@E_x5j#cc<Av?t{f6xkcotMXOcJ=%S{wamiX0JH-;LgH%
zzU5{y^>>pjRgCVw$x~&0dTiILg^y}3`nBZ;o>bGD9Wr5E_7%bD&pieAaJRhp8YQNy
zvA48-#m1DB?wp%HZwB9e*0|z3^8=ZgGR%(N53GJmO%==GD)%?CI6CEPr|XWl#qT+<
zP4kHE+4r@6pP^Pu<Uy;rDSbVf*FLp5z2l8M(QDjuaSL07;a;W&F8-?%bJX~c$@h6C
zuCOrE-4PXbvp?bCFP?>$mAI$xN?*3X=ugx3Uy&wv{O�lghjNas9#_7p-hN+pKq-
z{9S4ivnuodbKOO9dKU^-%6)(7ow*}-ZLi+Gy%L<IrdC}O4{*pI_2_wF-8FGbz^r$i
z=T5yA+{wEB=;XOm4;|wA88v(E)C(J5Sf2BWXL{|Hu6liih8432kAqUg>UI0x922}V
z{d`eaUXJ;myOEwXA8$lTrhK(~v1ZR!tLw&p0?vNexwkINy+VG<uXpGC>z3+mT{qG7
z#p|r1{g;GPMH~cc8~#q@5nHC?<Z1s*qG|n~rghF0+J5sJR0Y@SPb)F7Hs%#vv;Lgr
zxh^RWQ+`2?REwzEiymy*>&l#uXs_$#SfVR=^11o9x<;2rbtcC@X6<k*C_MFO{hwLc
z7Tb^OT4`iRJo64z)-4rkUb^J$AJHsjq5Qdb=PW1)<a;xjEym%rXkXKrfBi2PPn+md
zxTtU1hBJ(1^FJ4>u=aj?Q+sl2#0+z(5P#Qrw*Y0Xl}oZ1U(_~tEns}-6e}5Wz^8oE
ztlO8)u~yw@yr{gj>f+PTopY5qjMZnqUETJ`tCwY>LSH1S>%S}2TwQ#JyL{Z{s%twe
zI90iHgGv68mX!E}3#-Mtv%=o+A7b8H7S9l}Rk~0upji9*<!`eVRjBO@40y`<W#wk!
zo#LYV=kZO->Dqq%44>$W>sQX?-L7iW>JRheIkRrD$0Do5KBZ3gi7w^Q<}vOQk6hQA
zbYt7CBcE?i7R&cav8heGlyv&`-RUa2r(}IDEqYRyc<IqIwHsFV^Sq;aV%C{I)7dn4
z-k~Y3?>AWPO*oZwJ9GPw#VqFnnbHlvl}$OYlYdM6gk2w$<a^aVNV0$ZIWObT*L~7C
zeDfE~4pn>qbn}Yy^PZL&on4c1MsA_q@AHu-s(by6g?%SzPQGh;fo137=~wNpJU<it
zF?hxK-24AdO;^45zR9#X=UW%|^EuNGJZfW-6g<@9r<Ag_$Mmm}mp7|X&F)!Wgt=0F
zbo^JkHpQdq+$nLb2@jd&I8UTGC-l7OG}HHX4U*h{d8$o{RY9uzAH{VkH<gc0wXy17
z!~3>#8OzQ70@dHX+XWP~7F_-6GiBY*Nu{T6z4MZbyuWZ=i{bvOQ`Z!i+J}D%xH9$6
zhiOlBv!bgXrmH4(1o)mim&`6O(}hR=p+}<WPu@<6)X<JjiR?)6>q3T6+po#_ANla6
zg=I}j^5^a?-_mr{l6<NTsU~?;vCTYXE7JFUr{wabE<Fw+>PbF_cZMsuy`3-Vq9*9P
z<hM%FlcfAf3l5aBr0r7_OwOq96|b)RvF4o3)08`}XK_8K3xA>d=kzQ^hqpSj*TpZs
zwpC?X5C28unWiRt7VnDd*56-Rb3F0f<(e&4>-$!noHnP`cBT0mP3!);{7sr^cdivH
z$voGY!L?IM_RKTm_uDsaX=j)mWpC?J^&;-U)8eBgUp=Gkx0V<<q=iWD5=k`(t(@_E
zI?n}G&3#j|WNVpEikoiI$>+D*%y-B}YU}GJH)YuhpYHu3Mzhn-3tsy?`=x-4_f?xL
z%kt8Nk2XZ*D!+Q7w|k+5`>Ukcb1y$VeXlGqw)X3iZ{GVJxeD}|TEB_<t-8f;{+0Tb
zQ(C8Q+ogT<sfCMpRW8?4ZIwN1jm4}KMcKcGb$r*0`f~U0bP3+&?WYS%LjSJb74fk4
z^Ae+}a<Y2@W_p>`ukSdsoHr||N<6hHXr`Cpw5vNlyq$YFXy&QZ+(t+K`C^$19^a2%
zwyEsf72{JOe*7ONp9(2zbbK7Zv+c&*Qz2FCFN05ol!Z>*5EEa!V2hRg3`PMKE5m=X
zu0n;b(|(?EG2|2baWc&%(?qo^VD%cesh(CktReO`KF=M~ECjnWp7dNiQ4;L5%R1b2
zi_8u!EmbS?8^N71HQS5Vu68Y(a%iTC``&#&UoMl6wSA%TbM>Tq%J<HetM9e<*wZ=b
z-u|A7&$XWK4L?4+w&eSx)aClB_ey-1E<D!E*u`IO;PAHM&uyLyr)5pWEbJsEf8VtE
z=G;v^p)K2-rmjd@U?%xi%G-KFqg%d1lT=qq-ic<5T&@TYO^=->+?RBwPu=y%$}jPb
zjUlft>&##`vj;bw4Hjg~JQgGyFn4>aJzq{E>x07$v*+kZ?hRG^$6A(pjoXyRKk)Jy
z_CpD)<ksBm^En}teZb{g+KEX9I@4b>d%sb=y=&&wPr||bJ<5LVE%{Yt74f9egV9)*
zwNm}$(mK)qzjmDoVraS?w4ko|m3YXqos)h&z1$FxvSHnYly@F~Cz%8{9l0L7zvk)t
zBdt4ymzd1HqCa1t%z4`N>&xm=K}Au@=@|dNNwX#i)MTq~Tp91vvi8mqC*!ZLgZFO;
zIKVac%a^Gu<71=GXZ(K=o-S`E`}ftRnaTev_U~FJyCw2+@&)^d?cO))Kg1tAvCAVh
zVv4_xw)$VOH}Y%kZ(Up~cl7Bs<0bnAf3t^#D>E;Md9dX7hW&2)1%LO;ZEQZ1`2S*k
zk+fCJ(SK`&Egj0(zg_3=yzzfo(XQtio_4Iiw+F0w#X09^bjFwE>oxW(NfleC?^_?9
zvPh~?@w{a+(;7LA{Z4MSyH>9+c(#`*;)KKMyB)@c4Uu1#FaC2Xv%SMN{IS)aWxFQ0
zt35A%<@9fhnwkH4?v>RIXXdQWOe)TfJ)xdbR95@@qvxt$&&>i~&-swC=$q!EUl*>=
zUQy|{vP&j=vxV!#c^6&QN<X>Dm;Cng^>CJ~Z>HDsc(44a`~Cm)t-xq3$2XZ0d3=+x
zr6JnsO|hPn9$N_Qd9MA1@f3pqLu2|E>03F=_)i@^^PhilYtM%WkF_(Gt~zOTa*szt
zMAByth4#YxMHc^V^H$zJ^z-_|WR2fa+b+(M?DbrDJbtg<{$ooFUlo7<&VGP#my*ew
z#d)3ctj$71O0o*?w6Br#`Mt?x`faAAI@K0?rN0Z;p1pII@dCr+zSB7#25MIY|CT>s
zY)RPl@A>0+`TE*F&y_#bzmoqFzxC{7!?#tszf0a|e!Y8tzI@`}r~m)m{(1kh^h7q9
z)qnh2Dop;IG%>2#uyP?|knw)Y=EwWCRlegm{p@N^nx4LVNnVdbRL7S5T;|ig8!n`X
zZ@KnGvgJaVbs1N5Q<-i;F?;6x=2;83%%3#Zi+$<&r5_I-n>X?C?8kO1CFQ>_j`El=
z+3;ic)|bbluKAiqCDu&7SXs7mqw<yM<-q|Hq%zj0O?vh$L9Mbc!0hdu;%apRwW~_+
zuC94jS`oolZCgI;QXt=NyJPpND}DF^TNZ^ma$G##e61<a&DPc8lvs%N^y!h_+g$b7
zLN+bV6JF!S^47k*<l^F$x*rx<Rjk|;dZs5fq$2lMV4g;^Z-l|GQ{BFa785+9wn*_#
zwx4Nu)7sukiN#lmZLjr)17>wEudlvbeR}nbnz_q6T@9Q6&YpD0Z~bJan8+PVJ&zqZ
zZtU|`zQF16zS)fi$FfDfOUAamdSiC)%pPZn<lLhL4Dl^3YhNcW*ya?!=<<QCBDM?m
z90$*_+RZ2}ZnT~I&Z}hmEr)J1zUx}k4+k#iJf4>K>vCy1i&*BFgB$-dXXe!ud9h{n
zonz8IdV9;OIF@Hx9ABgg=cfuyPJRE`?r`j^l^3f`{)_a@kEoh|Z1FRDuTxj5x%so|
zE=}E#w7}uzbf@C5|NDDm%TmsL3w*!St5_^@LV@@ODb1|c*3l0>ZMw(GA$eCv<;OC1
zK_RZ*KQ*6zNt`iw%20Nx=<_tqGB*yPPp9}VS#Ym^|7T_7jzfhX&5a}CnR>krH>_O6
zzfY&gCr!e$@-PqQW5#I1&GB~rf(hR{Pq}Vg_F>tgq`JKeS2V~<U6xwHb4|MAl#O?P
z2Nx$p*Qr0O_3Kt_DPF%(#&xOgi^U&ZuIg~`PQR-WWxBQ6JCxsQN!Qi~w~YFaO-v0x
zvGMBky9edc)S_5(-7X1gvIySUQ}E*AY3b6>hwk$GCQg4jL#DrG&A0HYiN}xr-y+|&
zJ9}aik78Eoo_Lv~cLeJVER9$?eY<{jbnxkBzu3EO$HX03oB6+LGONv7b@ctCc$t^N
zYRzmV*EYp@E-YQ%&h$<5ORKK6VETEMH}|Bg<a8gmuaUG_cDP)7&yPh4XFb*jhPPzQ
zOLm<;>A%nI%f~xBl$ScjGGwM@n#k=szPRb)O!+Nkmx2=0#a692$@<UBIBLZ`jwNDz
zJ*jnD%`82HvgWumWS%>*;im-e+%<fq6L}xcoT-`m*ja)1^@oYRAu}3}FLmRYUi|FI
zEWTv{OD{=XS4jW9XHm}K#Cih{;f6+?+%v06e}0~GN91<o^`kG<jed8YsZ-jl8|axh
zv48T4Gm=Z)U6*Q?y;5*^^lYM-^Monf)vGPzTaRo}I(T<0GxvlWvayoum>XE1^nDX^
z-oo6f@Vb_BrmnoQ`Ssh=71t=-eEuhC=`jv&@8$n%IQVx?V1B+~_JWcd&-=>0OnU2n
z^?vX2w*m{NyBciKf30&vlBd-Ai?veorx}T!Gn+RrUwV{>D{0*l(;XaX2b51&UF%j{
z#9eX9WH-yLZ41tKs@<%cE!*(7a9+H6`=6hTJlo3j-thB?DpdzQasFcZszG4m@rVXT
zmflGY)(3VQ-Hz=PJk4{_ZO<O>$A)t)B1=sse9t}iGDr8)m$*h>V_lQ4@z+-~*4;j!
zwz_hQ+)XdH|LPld+HcU5+NHc<;nBkfjy*XY#w0EBW<5_%(TnGAC6C9>{}uW6$d}MY
z-r)SYHxCmdjia`+m_1X?i(xlA*08(Lm*c~yu!PNX=k2lHAm|tv^r*{_=k52^jlG=z
zyS~iQ*pT?Y%O^gh@t)T~5v#qk3XdOXlYPBvOA}YltT@*%K^hwvi%e%p`21Mca#vNW
zFvjPBXUL%&zpuo-T;)5<U7h2un%l+=jWMQo_1e}xST!*`aEj`#XR8En&i{OB#`V~(
zJGmdOn#icqua@4a@b<6iI;m5hA={!>NbBfdjQ>7i^|LE3n@-%{YI!+u<=jQ@UW!)P
zXzgt`UE$U5zLz!JVDatJj`G!R{yX&MKI{LwqillARlOrGxW8I_HLzMU>&j!ti^d#}
z{>_=T_pGsy?6HPDZAmPmSAJxeTW92~wp^c4_;#A6Udz@UVn%IK#IDExV$z+r<J8X9
z<uhWoOU+Jip5wPT|6JFa?CX~nO6kn33_E7bakSt8`wJC0i?31L3q2XqMD|p7A7opq
zG1cm>!-Y8xrG|k$5jSpM(Poxt_55uA+%`L6VZwGXtJ8hA4?V3`GSvyx6XX4r?fQ1%
zNv795Dy>VHWM8xGYP!0>K+$s1g=^1NPh9jl=ypUtr|FH-&>Z#^+2Ssn`|@24@(gdJ
zZOfB!y0J=$?@n6z%GQrN82fiE_`W#GLaL|e&((SQlML!w50|dGa73WYZ|jS25l;o-
zSJyper2PMEDx~`InCnA*wSPPHDg#C0dRtz|W~-#Ff6%{rqQ<S80>UC&!d1FG0v59@
z-V^ZOE?Rlw@m=<v;o0f`OVUK=TgPm1l-bwhwdZHT#B~e)O>1_&zVgV_X4iswN9A;O
z#hGqwzHIg(B6~GQw#J6vF49pcTP9xEyS!_|>9fJETh<->dE;cT>yt?-RUg6@<=1`P
zz*cvD<)S&y7wrEh$F^?8gEw}}={6hh`i3^VPkOj*6~q2JhqkKj`k}ju;r{VMPwVQ8
z+lmt`rFTD{l)9&heP`|Z#cfi1M1|iRd@v;`H#tbnAkJ7==f^_Mn^PaT*mTPErb(|z
zD$Na^(3!c*J=9Qis;F(lu41l5GR+DnZXI}Oken3pNYO<6_`Rwiey2J1ldhd|{HE}Q
zD}D6~@$>p8TQv48XydSD=-8;ew_oAw;}<%|<3nF<2>G1Ax6JZv*@~A&ujCci3!M6_
z9TqF{q`bLsH`DwNez%NPaxGq$Bl9e;CH9eR+SR=QFL;v06kinNM_A5(B;v};H`!=M
z)?dBUNViXJbuY3$e!TA*o}KrreO;aRu3bXk{&~9lh;F{Ir}WyyiqyZ(X|kOv_fJ^0
zDF|*|UtfCd;=6O=DYDtIN+-ov6z<)|zWsvpf{fdXgg5CL^*o)~9DH_PQlxK6hgA9o
zHF;MZYq29Ar_07mdRD%<zEfKvn?1Y0Xp)g)gZlhc^X4)3Z!Q=4|AfWgCNOrl)}b=S
z<;IKI85bok{4N_1_Fg#S+0q+t+z&SMHhhZYj#f}`)RL86P;|^f^5(KdS47n;Uo+a}
zDlgmeUR|>%KkD$-M?SWpho4#p|1UR<*=JlD%zM4}-jxsTR||ZfCRzTzp7Q_f+F}X!
zk9+nMf3x5GJ;!k3U-{K<zKEy(pBtcmV|VQY$NiK3mLHt@<UiZfKR%!811o2D{!3K-
zxqt49`p8fB*Rubxo&3Ld-y_zYg0f0H1s-P#7HFAIYOeaw_r(7Cs{I;2`@^o>xng2r
z`o2nDSL^@5GaQ?z@IU>hTl;KIE|X8H+Zm%>JL`jv9sIa;yRmX!Th+hX=(HoJ|9&<t
z3O7~`J<L2$Xm-gR3!6ETnV0t+S?uvO|J2{tOEi~#cxYHFsiQFC_w^_~zq$Wk-Kh_s
z({om0!Dhvx|1B?F+O96M=->Y2pJRIN^MCn!0z-^H&75waby(@r<G#6N#sAIk#~t{%
zE{<{LZ}W3^ZFl}(X3hET!8@S?=Z>1cwP0O-|MB5(y=E0x?r<7;o6hc()L}G_(3F{D
zExRQA@h?^FeSIrKWd0Py++f>hIZ64nXR`R>)8AvlpNor6-1Jk_yen+++RcYwrbtgZ
zb?>8FU~%+?2Y2+h2wxTXm+CC1mM5~-Z~pE5M|u}s?cvK8F>U-Z;jTwi%=?>PrT8mM
zSFGrNd#h~S9gQyEkF85@eq0z=u{h(JbJ?~p&gNZZ?L39~B5NH@*&DBHm3H;akDPq^
zaBN|zOw{w>MP*y(R__tH9lWKlP-6Dh+3&Y_O3iWFd{EPPvXGX($k(K!ftPKPCZ|cA
z+uJ2S<6yeT{^yl{FEQWw6_R82x8@+@yHy<=>-i?P*F9w@k2&-v-}*r8%>0`c2YmMh
zZTifiaP}rM`;M=!W(7-jN3$u;?hapI7!monHX-0lvcvs8t?Iav2I&LuEf2&VvYB&v
z<&~Ewt)=9|3Rk~0ce$gvW?gqkLx=yfq7x@i9Az=}XAqj|cJ1!*AcdT``o^=2*Hd0C
zR0}o_RXmvScoVa?zOBXv&9zA?Go(-Oc`ebt9(7hIWg=$>1H<#gpx}lnDbHs6h@Fv4
zFuC8Fe)jN-*i&IXYm(C>*Q?2`OAuUWrud<~rF3b!bKY#<BPCUdPUπ`@arZT|dd
zjU<PSg4mDKm&DxOGqEl$c9WZwxOP@h$%QF;M-D3-zJ2;T%Z_K0)UF50Y%N#UILTgY
ztIBq*$A9{{3D13`>LPZ|J@b!q`oq<FO2w9G6FF6WcXjftiZ$G-_|7#Y?pkP!f!o{4
zh@|_ukClw(E<KsRw>KbBwT8ni>3_*eX2;TJ35M%0)fW8IJM-a<Ys#-Y-Ow)wH8%S%
zOFA$8eQ%wM&-Ak8;w@a?dgH4)-{wney|7pN);s;iJxQ&ayRrVe)*QI^@5`N7f0LHL
z>Tl&OTubg5h7>GjV*j(wJI7n;-S?k1JoP+r$ysblUF({ko@M*L!n4eW&u`|6$?<0v
z#s5gJ_``ku*!}zrOSw6BeVbM|PYaM=D6^(n)vD}9>=JuZl^?EuvVEf1+H#CuKbrl~
zUp<TU<lnTJ+@|K!#Xh@BNUX}RW=v(P4cTWeynnLI;Yp&WelNRKdUQg=(Pg);ly0o=
z_7Hvh>h)SS1KCEqrB<JL3faYr9c_8mU-~2T=>dyq`eBO}n@j(ar(WRW|MZ}lPh?ZA
zxF7dNMy2OI7pLqgpPV)Eugvl_>L*(lGw8e!Ez3I<oMW=kbT)gXu4(a>sg?PsHY7f}
z`?I?^;`z0!!H<ORHgmYu{%TiQWqZ+i3zI%)kP!0(#y{7UR#=`}8nC}WPJj0LL`l7X
zm6z7=Hv~%@5qXs*7kJ>&RMYf3@o_IZ%LDT_oV%D%e7`xkYHyicLC_b5@<|DtU7xO(
zMU?hT)%C6HJXdlz_v!OgujeW6BdYSB{!Dq#V>R>cLAjWCU*4Nq62JbiIP(7t{W3%B
zd#;t>zG(G}Z~154-*5Mi{nDu<PAq+LGen=<&JHA>pOnRAj1bg!&d)1J%_}KZh*mIB
zFi;3mFa?t!eL)K5V73LAv;>oe1`x^+LK#6Qkbyx8h7bb`Ato3?j4*_lVF)qA5MqiE
z#1tclDMk=ej3A~MK}<1%m=epS?_88$;FMpX5UpUKX8^{gmZo~fMg|6k3Kk}YdX`28
z1||xzT>8GLDVd2xsSHRgO3f=#0Ncx@ACy|0Us{x$TC89Mb~BfLP<}~bNveVYmwrfP
zL8^j&Kw^3-=)CFFycAIQ8G$?lV%XSl>APj-l%y6Z=)2`4mZZ9*Cg-Q5a_Re|=B1Zp
zC>R+V7@C7L7MB#ICgyTg%z3-lv*?M>8J!*1HFxA~o=~XvSz_-i<|#L;|0}(oS$e<z
z;-pC|G6m|BEj^a5^51%@sF24^!N8*7SE<yi?e(F5qpp8+f4Ki_?dPhj*Sp@Yj^7{u
z@BZ|(zs&!C{QvizJ7$xlechkBnSOU)7g)_*cJZR|BHzo~*5`izHvhZ*4OOK-_WJ){
zKmA{~d;hM($24bezu^DHUjP63|Dk{7Yh2|NeqX+^x9>CSs@d1es&?OcS=;dHZSms|
zI`(z@_w-g?cl+>%@7(K&%M1USonF8FcWhqltn2&Y7kn(L`1*QjjNOgf^|!89S#GG6
zJ;s`)pFU-~VutdUy1e~;?eaJFe=FWK$MNC5wtas;nLCzLF5e!1T6_QBsQC5OxzqRa
zt@q6qcde+rxxL$O{oNh?debYMkAJ=UFzs=6{PT9F9LbjN>;^aPedSrufAWNL&iTvh
z+V{r`TsSGW>6@cj!Q4;n&mPxQ_P@)u(<{$@Kd=Av;w$SPe^N4#zJ76&XU2upSH8(s
z7u-(hrymY{>~LE~mrY!nw_fW&&aeG*^H!g@SRVOE{MF^z`y4;-iL18V9=-qUZ|0xY
zCF_gl$K8IuW4-xtJ>&8d20Co}cPI1u{h4Rq9DA|t=KI_WPfz-W_#{i&|0qx^|D*k(
zr(%A4;+f^4Z<t=KzOsLjr-y{XVZF(zYkpp^+pp8J^X{{vD(~dZ8wSe)zdqkF=iZa>
zUAZTH&%XY%Z*kAn%(|STGmjjQWjJu|2+JD%`6iF6j&Af1m=Vx+>x>n%#fJiml=DVw
z9#=<hXq%O?rTs#Lwe+<f!Oi8{Z%bWTFMfbiYTC}kvW;my$_$(TvTUx6Ic~viajzlp
z!p*b1E$0)m&+lu}_x-`~_}7m=ybPJof5`n{W!Q4iEO4peZ-#Aqc#LnR_a}1HF)%-5
zW=In^4onr7PXEQQSHHbdc6!>Gj#|tA47Rn)@9n>w*~3xSaPNPX`~idN;@x|C`)pb3
z7#MOlEDv?dJY#oY2bce0pXLq64Or|O8W&8EV9S2%vibzuighn}dA6KP%096~ug-Gv
z&aK%!&b#b9wD%|b_A_$1*GcSoth=c)F7NKY6VLKBX75&!N?^L9Hv1u$#%y=19Ir(O
zCuq!87vi;fz<=V|z4pLF`%ORdZtgiVUt>0JO;?WDk(AF@F0mUJoOqTgyZGsWi@u9?
z^@ZP^e%98~{>|%uwwr!_`Nnwvuj=L5D{t*JTi!qa`>a)Fif4P34<uhWT5!rtaMt0|
zy$8j7)xY2Lb384#M=tN_mjw0mH~ocVj0#q8*Y97Fe6a0kZPPk_w@L9QHgxk^fBzX^
ze&)}lzSiB!YwCK9|Iex}EdP3XZC2ya%hd)S?rMBrADSM1J(at(enRxycTC0Co#whf
zEV8n^e@;K~!;hdBo(i%`b$;7ReBBxkGi_Ygdik?lOjVi5x2#t2X(oC97iTZ`Tclp0
z63Bn5x~TE)pO)39zBCB0kFBn7{!?mRE4j7ztkH@6@mrcRvN&f=Ht=xXEcfF6PO;+k
zZMw=9R(E~|-nN*VacIHuZ(=8JU-_2lfB4m&9sZv-85Y(R#_Lp><(^XFxV``UkHW91
z{*_8>&&4eEsz-#Mj+&pSzQOw3i>Lcj_uN~v;yZ8FzYnYGc>e#5yJ~n-u=VTxUeyZ|
z-o2cD_-4-R+T5TuYR_$dt21OKe4I1M^suzz{~e`HW}jDa&pCGb@%QpReTkLa6?_Wk
zx)e`x#r$Dv+RC+p+p(M9MAy-_Eo>UQ^kJt6xiiV)3_s&aqZB{PXR_M8cax3F0l$>4
z22ti2n!A7Mx=*jZTlII=Tf2JB**bhTb=5-z-(>%2+?J#MLCe1;+WqZE0V%g81+L2z
zzLv4=x6G<YHu`GGRQY;M{{4M-J_s7th-=IHU%#Upmc#yKuBr4<C7sD?#+nPaa)d0&
zI6J5OV#7|S2ZD1hpZH$(gU3neuy>tm@vaJoC0nmMmZaz|-*#J2%tT~m*rG1;?=PJk
zuZo<1wtLrJ#|hjU=6|h~3YszDP|VGcf@>Rl56+rp7tHK-*kisiOLjo7<mVQSRlUjo
z3Y|Rq59e7(drZE=an0cehx?7icJH`$<QC4;yZ)Eswa)Czd$WUIcqDaYf6)*tdD2wu
zkytFZN#eyF+bs)L-FtNWVKvv*B^!j5ID`ycRjzD(b!XjOtAfWd8$9o{XSd%{nXcfZ
zr)*Rr$aA``Rqe$ly{c)V2fwg?nbMy4z#;w9|7$-TJ{Yc_f6cC_BJKAX3ywDn_1@@z
zb$q+{+7=t1^Pin>T&w+aMADXxb!FrH8NNrQdz<oho%#MPHvMnKk9T&A2VWmd>(*6q
zE;uTgu|AjS3d_d5vR0}GaxJ#}yq2<IndimllKK3dyH`8*8a%B2uu8V!(6Nh?v)3)3
z@Q$Op&2#BV*$2Uw7UkXuSieo&L}1SW%WF;LCItnpzpXwME;`Ef>62t;QvZYbn<pAg
zW|G?%mmU!9{^YRpoUfVETpaqhjDN>5CLQQGX6L!%nC;inx8*X|R;D+0KV82}tndiq
zVS!uEOyAB~7I;NEYg%C9?nz#G{@e6-Y2Ini7TEDh!j`S|_oK#G?+ZpoiN@tgN*B_O
zrMwoA{HUoQc4BI5^YlwH?4`WUwNc9zB6FDyYImjFY5VQ>fWwX<ci!#Z@P!)=`|a86
z|6t`=wX6*Zcf4AAC)?DP@Amlhu(Zlttld2MqRZ#l-@I%F8azz5cKi^X>SL22Hr-^h
z$%#T|Yq{BW((<NNj}CrG6Av-Y>p67XfjjAGKC6;R4@=|Y19EJ=V$HYaEr{B~@#)jF
z!oo_Xcl#35<_WzD-oTpP?kKDkC|Md^!q3GeAy>h$Y69OYqv?CM|JZlkqUUyiRJ!x+
zd3+)QHSyIB!jdcgF4}x=L7`g4yGj9rbDP;q*IG?Kvyt)JHW_99S;8#SXK(r1<n+S-
zjDkXPRKp9Egb5Rs@-?s6#Mfo4pL408#aE7frDvCj)894czCKvvc-G_l+PC}6JwGno
z=`-iw-HZyKj`JnQ_?j*nF#C2GO|mo(Rd_VR{;^e)x|jIs%z1(_-!5@H`*6$U-8N1&
z;WuZBgM8VeQZ2X{O`cZzy()C)`g~k=vuxTThB^F)_Au&~Onc`bV*OO~W1-r@2M3Sq
zUKaN+OPK!poJ+v%>EHkTWm+7p9(dBe;3$K|`o+onDy0urZCz8N+<3upH(%FLOP|!O
zD;0R|b@IfSu6FTAUUETz<)XjNrpn(8M{g|ile-dq^yH6k7nk>cc>CN%peXOSKg+``
z7RH}4uNT@2w){_GNnE8LpILG2k;oBK$3SC^8`)bnSWaJf;tQLsbIzm%q7%OD5_9~`
zIX`m6gdGZH3pTK1KRBgpuq;UJiZK84xP>eJ{#N<!Vo?77ikVBh@Ikf>->wNt+N@+b
z$99D?>gM-nOB$bWpQ=fia(?;5{hkl@U)4G3suw@^TUUYJvsJU&oCP~Y{IWhZc72%p
z_FrzM+NJY#`&l+kl`hErX3DzeSmeEDj-1S%yRU~mIJLBP`gOG&XM=5L4(ZuidT`we
zJh=GeI_WuA?1GLQ>!>!9yYN0PV^44w-}<lC&TD^fobhh^3@(iW_wT0|eS6S<a?8C(
zlYP~cGizs_+_LBB_1Qk3H%!a?aX9McjIT8lWB)JTVsvHezm6cc>Py$PQgz=xnZq3J
zs`R&biczr8I*rr=Q9s{nr2bnNt6988Z1SH~LDMu3^lPVnoA!TGklFbc<x*|@d4CQ&
zl`y_H%56Pz=e&Am#Y?lCq{629f-P@$&9t~|dUt#Fc0Qe$gA161>KR|{U~#<FCvZGw
zeh$lXxBLkGxD66lRXd&vHl^29pIWYYA}`RuX7Vw$k}or_pDSM6s?ERPYoR2UxQLm|
zt`?m#%SQ~k%ah)mJ~;c@&6jUKU2gyQ`Gr;To33ArN=4(-wtZTsySZ(<$;MA5q6_z$
zs(zUhd+xsIip1C2dd7@-I>zyWPn>nEek$m0Hq_sDeELm0v1yTI-{-_{$t(PC#9VrK
z`plKm8_rmGu5@5r{9M=A+sf)}|4f#k=4DyFY^9S9s!VEZonO##<!!K&;gorsBNtsg
z`jlas^%g%y5hH=PsjT;(9jL95YM7q>=P%Pbk#n!kd}1%XbW8V9Oz-04|Hs7?r+#7g
z*%%vVbwR5k^6jZKy~|A#_#GIv%M4FVv<Q~JeBffinK$lo52UBNM4M-ydhGv;Iq`qM
zFJ_N#{|kOKe>9yx`QL#~zK4lb_goDBF7$O4H48jbYQc~h`hxQ%f3EHRzPs)6Z`04$
zB%BXf8uqC_D{(_w>EG|%(Wl;ox4e}!_kDc9KJjvklKXWtU+*~;=ayyqTvgAR<r<`%
z7bW7mS!|Q#Tsf`G!>dH5T##}KIq}Ky)}J)tkbZ;t`@3QvHJ%QVXuOpeu;5Eti1W_8
zpdITCCa5g&QLB&Np>O%yK!3SILyK3&kEaY$E#Dd0kA3R6#>uIC>zA>!Myg}>sn?BC
zG5gp}L-z2$s?c21VB&t4`9P{p;oBXzFEj-;7pzVyohS1octY%srj%9MR?XRBcJVA-
z7Yy<oU*4G}f59vzd_&E?6I+}%7EiwM%cA@Y^JV6XN1bX{#Y_^feYwYFOL*)l%le1=
z_Qf}8uRhPsdU>J2x!CKRdjr)obQgRRj*ia%#JbV6@!#TwrpEu*w_dwd^T2tbY2@}-
zQ=WNReD}&&o8G&oW7j|Xg{Bg>|GQ<Z%~db|d0YGb%TM?Fn8h~)ueelo!+n7;%hp<f
zr608v1RplWB?LIwISXw4?U&oMAt;{tx7t)cC&83wz0S%n%(PEU4UHA~Y2u*YY_A}*
zgO72F?dOM|BXxzVGYuD2xGn0f_u=;Z@w~-q*&+`GHa_-y+YMHpnI5Kb{QC3jmhO|<
z-*0Z;z@_0H(YxVvJoiGmZ|C*uGdTs%@98RhQdK*Bwpi}=0O95N9$){Nb@~5%9P)mD
z<kz2xqJM2e-alV$_n&oD`R(m93_dHY);N9qbD$ivamOlMxx@30Tv=2a-PdJt)Ac}L
z)@92@!T(;^WuLw(qvf;xQ_fmT`=E<6-?(0Hje8g3vU`aD4_8qI_uZAeyb|B|n|t?8
zKP1~6u*B%l=kGR)5>3U{EZy6Gu&Jqz@!lpLt-W79eEO$&<@m>|d+Z7o{I|sXGFlU4
zfAXl3kI=<DPs!GUN^@F$_{+;VZ(Y6{9IaMXD|fr+-L3h5By;M6CMpR&PF;5I?#1Rh
zr)}3aZ}FH?ZyEix%cJF?ux9h5Z605J79DVS>ABS5%08*o1#33sS}*f57u9|)6Wy07
z;=FH(sS4}G%@O`iYvye^TBua`c>8s2^9fs?tqEuqeJP>)>4&Y(tipRve<R&8K5x6n
zwXsy<*bU1AiTC&a+3CjNai(m^@gy1UMw#u0{lEA$SNye`w!NrAtX(TdM62weo~>=+
z<bWpk4X0N>l(Em$c9Va4+bCrp$Bd(bcE)P9!CgD_j9EUNb&dNLU~^_qcKhY*@5`Q_
zJsjNmL}|fms}Fy9uCKqw<7)atpk4jzqdimQ_OF+`ws*&ixw9V5yV)~C|KbJh#b;-E
z9K02zmwh6n`?ZvQ$YdSIP+<|d7EL|%t>-?x+bglGQP*=q#lwf}VXMwZzu@>by*qr`
zkwt0uey?@0+;hRye33}cm$!;1K1SX=6EU%N+wxDonYFt)%`WoIpRy{EVavL;H=lBO
zZ0KxqSjcH$wCeiBFOjxJ3sqjcW0k#nBtH0>3rAv$^Y;x4g1C3ANONkQ^5Ts?*Ei91
zMSYA9-<2F<eZAXUQ)_-=QqHkOI|Mq-tl32FELRD8Z)oVGIZJ)Egtbq(Pxy%kz2{zk
zoNSzwf8J>4%}U+1lmBO2iOV_rR6WZ-;KHGn`L{xzTQB<7E_Bc=_PU<k{^Be9);@Na
zwqG^tK3DFPwm)IkX*O$(zQp@XSI}XRKE1Vs^SINQc6tBh-YMDNKV>f8vgOqNd%A}d
z4(hb9vcEX{Qiylza((-|N=#pW#icz7S%0o~ebU!0hdx=KdX@Q`B~*INyx13EVf`I*
zLf)T|F<Nzj(cP1K6Ti`>s%xiXQ@`>k%ih@3`qXQRzSEVGU26_7tUmtTB;{*Q<j<Q5
zA96NSbsSn8X}j1qG2yGl9-EjBvqb^{Gt$0ZDRuhjaOzOUnt5qU8btzPmv8iSbKJY{
zbZ)oVhN^i_=X{a+zJ#r?;aTAGCv}!QiQ24Ne{>WJy}NL7WBw0D){yJ3?y%Zs3(TFG
zCh8f`mTmI2`P12=BhiyvcG>Kbo)L1Y)Sy%-ZpMRs3eGRqh)iMEw6W}7TQGBL3j11i
zxo`10@+LaL@t2>?bB=N^xK+86<rTYdwzPszVDF)`*SXc!pJaYn_3PXt$)l?~%J*I6
zo2h?)|I2;FHb)n_cXVtQzn*za_eIgW8S_`akUALrFMCV+gh`LBYqG_cPqUgXsBCd$
zujn?x?JI8zZsl$5<Yn*LXJ2c!Y_&w(@~E5Db{qek)7o(5Vz|fBIsP}poZ0gPcgDL4
zPfOckl~$#eVq*F5M7*XzpGI9-UtRruJ1f4!IWF^Fg!6@${(Q{de|%2wKCKPS8%}6^
z?>)@!`n8}^x#YD;lIi<k@$Cx*0uTS5G<k>mrO!|A#3YCw{Z@6qF=@NFy4uCS>U;OL
zMU|P>JTMAVy1J<E2vc<SA?}SaOFD#}Cw^Y%SbYC`&Mp^Yw_96f|NdOEd~)P5{_TNh
zZfpG3<;`qbYQFwk>|CC`*|{Rqr8^gWRjQena{q?=m2&Pkh6w>3f6})&1pPA$QJmhj
zRz0p|WB;P1X8#Y`b%muT2(P?1Ie+bjX3J^6N@_D^c0}&}`s<P9#UD}fuGzflFLzpY
z$A~Qqs1><wS>N~6|97p(!Usj?O59dz{VMD7>oD~>D4>12{MMvwqu-y8uZchLVuGXN
zhO`jpD2?<jC$4o_X-(CP;V@nEie=Hv2Wn-JtDi|EU&xzqHL32-*O?1nC%#ymv3c5y
z%hea2?QE|$2s-R~)BWPCzA`8IpLguKV&CRW+*Nl$c=qC|Rr(8mdrB=dExx+>ka*`r
zKb=?a%Kodoh?=ZW?sKPjsgu`)`%_-miR=BTy<3-mw`Tp_%eR+54D`5txxz5Dx$;rt
z0;539LK$uGn#tSUR5|7^`4IPfy7LO}{HoU`x%aj$C|~=+Ho?Ho<<t$!=K3kTlOqbZ
zT-+CB80#gJw)}RH`m!(+UjtpnWh-~|KfRn;WX-m0bMwU|ZOxAT>t+gl{pPpf^^R84
z?vlBl1~QjlRJI&ZuJma<;-qlU>e<>~0=DXUnPP=KSH7Jy_x-r-Z{Mu{MJxZiFn@iT
zcU|Ov-PQa1Lz%xecm2O{{B`|fwpWoK&A)znpSj>)XxIJ=&$m9(-%=xe*IK0hvXI7{
zDI)*R=Py_%`hPy#tB>vZ=65$G+HY^PYF*%(u_Q+{Q$YCO!Zk0$COxg-`)cfZ%;UUv
z3~N@^RQ0=`Z`w{i_)9}$(-T|v3&Qgr)buCnJ2wYR_dEJ_`rbVXe$sY=4%JpWG!se>
zF`RrRX%w3`dt&qR>V2NG-z{EvY_V0H`!j*5Ar))ft8T9@zN?;VezWb+ne3ImB3rJ%
zs1W3sWu_;+F8Xo;Ymi_FkNU@W;j=d$s-2I@Jgj~Hb)V4R9Z`49{hr4!DgA6>8QxO2
zpsw|1powOvOUB=+p&HX?KNIzn;@GA4UTTlSJNXwE&8M7~$T;VALn34C99x46zn>Nz
zb|`=Qod3%OEB@E%3+#&*Ebmq_s=L~ja{G9Co(KE470>fMPM?;$IiX|5_aAL4Gs=#e
zEh$RL-c=gad)UkC7q_gfsqD0gpYAH{so%Qz`E9p~n->oY-m{jqWmn$w-MUJy`@=s^
z_w$VR{kMuftUYp3S!qwZtZlzb#s4XbpPv+rd;8+&EROeAc8YyovaHfk@y%x2wRKPT
z-rWB2Z^&+kw5JR+i@v64%-vn9@N4d&osw4r^#6E9NvDZ&xUX@)>(6W4x?V)gPh5W8
zvzSXI+0HMMA4#Vu#{IqJaZmkQjI*b6;-rMMb*eIf#ywM*5;Rn~6Ml+cZb<*QuVTT=
zfMD+n3deRnEt1mxuH*BnHf+_#tlofh)+t5*Z{9d>cve^H*o^D4zjTUR_Zft`3Rkw6
z-Q)~?@oM5?Vcx53E`62_Gq0WWSiPhA&RmboW1BC{*7Y}i-PZ7<?Tmu>vZpowxn{*5
zNVM*_AGr5~!83W?^J#YX*e-90b%?s~#xHkYvhDN7yfYv4<yI-5*e%bQ`M_o4omV<R
zuCGjY?Q8v`eQI^U?Um+l_Z2_h{r+~Al%35){`dPVf3Dtg=iQ2ya|w%N{0`3XJ1<-C
z&2>eN^M_EMN#<-GaW{@T%ssj#sBBRZqvb-Kg}3}m#a#n~{yuml`F%l&9`AWMktv58
zUpw*HlullnyJwSTXY_?2u_yOBZF{yAn%;f7_ICP5w)6VOJIrMB)v}(R`>NKoa%<#d
z#;XU9%uDqx-@t8p@=04rO6rq5r5#HTCWgr$5SdbSw>oXZapRMcHde8-_%_ZCQFEO?
z_aCF;fq6+iT!IHZrNu0ICO*A4<IR}|??hu>%hlE!zxR13!`Sg&UHG}K&zu!zO-(QS
zwY63z`YoH7v+4M|$05vTT@QEYrq*11^Y*suvsr#m?22V(yQ%w}e|amN_1l>jq5-=W
z$llm$Eif%`#blwfx|<h66B1`XeJ*}@ja<=`n9#c0Gx<aUl;ajXyRh%dVa*2-iIxqu
zYRR#mcWyuN>!QSVU*okGucV7E(*NE0|CH1{@0q&aQ!a9OwC=p%>UdP8Bs9ov>bElg
zNBir~ZeBN6?cgHg|DmS3SNAI%n0H~NH~X9Pf7>5Do^sddmDX|#i*l|@4GN4GLigM`
z{lDtj{^JYmRu(1ZZhy*J%-5T@H|lx5kJz!f>2v2V`ki^@x!|(nEllNg#X4-t0X93|
zb6PbX_{^R^xmjrsccQu1+LdwI{d==l$e+Jb7ba+QUgFxs56%&P^nP8ik7(iP^<8+h
zCYN_pT*s0fzlv?NuPInxsx!UXSmVUIsj>A|vgwHq%^&L76F52SF4t`|Vq}e4w$}dl
zkqrU7yFG0h7_DRXd6#dmm=S(qt3b2M!iAGV1pYW^NpS@PWZhcw_Py{YuSXXyeAnN4
z;>=B*jTcjW6@H|oRV@mU`a9*}gmb~&+*>VXhuuE4t-aV~FPqIZsqaeSuZ{a-7U^D@
z%~`N}*5QD|kGQHtRvUcbYJW8O+LF{(U)jV}w^^k3W>+qh-rLZfr)hFK`#_D<is^^K
zl;wL)1Q$+e3QdYBd=to3$@%B&?U!zL$#XZn;C#Cyu=0XKtkL<b{yU*Qr@w05KCR#q
zdzE#eru)3NX?362wx4@r>mFNrCi$Yv{;b2x)>(QRXTFd7Tv%6q<XzC4jgs-l-wBHE
zP$<~RI8Av&;;j=ebaNwj?T}bjJ?nXk)!GDUiyYzj^rsB74Rn?(T<Izf%}9|Hd-i;x
zy?~NN?xuN9YnTd@wlDk{ealKobW3}?ZjB%RF;V`D=h=O9-HLRCYuyWO@I7i~-ZQ<d
zR{3<wCWCvQ`Xp8+2|Qy~w)@FoB3?Atj(z&HLkAKYWxQ_*y7JeTyj?Z(dZ1TXXI!p$
z$Casq&lEaWZ@A>LQ%-PAXX%_R_Z>Q)UzBsVVzyCf+q*SJVP4CGfP#Zu=^<ts(gAg~
zLDvtfp6s0PeVXF#Zl>csJbh~>{ajcr6`S<O>dvK?N{8Zu8kfx5=3J6GNhoT|bY4?d
zy`v#FdbJlA%=qEk8MA3BYf8{%evv(Gad)N%mS_sgbF{wK-Ti9i&YH*1gqaH3n{$ot
zY6Y*A){<*8G}haA@{MzdQ9tXoBA&HPLFa8Z*1zdHpnf!0S9?QDLa({iooihAZW1>Y
zdY5&%cK+JpEUJ+9+=@?rd0!^?6R#HAndf$B8uiY4d3|F1?8qfrk20RzZ4Bl8;9q>!
zaE8*dLtX1cjUtp4WcLfsi(<TZYpqhh%MrtQV$F@OY~H{AyHJ7Ww!(~4zIFfot~tMQ
zlr@MKi&SvF6EnNz*Mh>zcX7Q&HqSp5HZDu~%xswyc|AS;9h*4Q{(GNP_QzY)9Szhp
zSa{)2g6$s9>_sQa^*8*vrr1953q$MG;NWWu6aIc#bD{MNXT+AZvNOU{A6_$%Ubk}A
zk|h!kXNMpC@XK-KtpC31`|IEDp7Te2?cyQ<N2{Nk7tWOVdjH_b{r5ATSo-}-eb>FO
z?BvP)3(75i=Kk2fcJlqQEJjxKdN<ROr58Kula}es&leF;7Z>0!7T?rxeO*=Z^f>|3
zW=(!}q`T$K(*<fQGp2bSynOdi@OQl%3E}%%Ca{~lE;QC&bY|<Pci#frD*C5>4Y+&k
z)Yb$E-n2EMH?`J2_1)1?xBr3XnQf=tcsD#f{@aB|?#0vH|Bso6<Z_oxJ{gd;R=C~l
z8JohiD9^2zJ^8dJ$9MjJ(IEKlag(x-=;r*pduM<9wBqmW^FI$>Q86s_+$$Kj_SHo*
zhZehQY$p~zy}N<;0#oQl-V06lF0!rozBhUAo%joECmz-Qv#h_xpt)k*<r`u9<?@-Y
zm^9x^I9pNq?OmXm!ZhWlIf@+LiiH%!yPejnOt!pf%RW=-#-b-v<~gZ~KV@0MCDmML
zr){zG*4M-snS|hOwVx}v!jm;FE-X8h7xj?CJwxCTzfh;ftgb|+``Iq93oh0KeGzu@
zpSt+Dz-EKG#N&}W1mA2@<eiWu)+np9ONa4bwQ2X=MX7v@eZ7t%`}u_m{O>$G)*2|f
z{ll3@-{#Kx^W;TL`e(j90<p6Nrw197R(zVhTlK#5Q`0rO-+Y*+a$>eip!NEPPt-NO
zSMy}GZ~DEw>qyGOHy>&p1SfxwHs$sZo@{A7W3}eA^;uVCW*cRHnPPgqrKt5G^V(Uv
z*Vx2nU*$<VdNJ&5X;ahN`lX?p*Po5O?shZ(s?3e#YF=NBTNQIx<gA`{{Y7Z>i+y2d
z+jk#&DEIwM*x5*l@cnstS7q*`%-FC<qfou-?`$j6%f}+$y}fd$WN&Fw?Hsn5dv`t;
zH(4JmFe|6z`ZZ4r-*3B3xj6RS+t|{-_6WDpwDT9&%sas(zHauWo0EE~g<tf=H|kra
z?%+5yF)F3fZKuRFja7llw(>?ywTz67i_^ECu`FX!z8sp=SgQU&si<63tfhL1V%H^Z
zr7u!@3{>2_9;to%Hs_t(%wuOK8<}5}6{&l%@XZVjozmTB%&Px*t=eliF|#67|I^me
z)M_Q8v$3)!GiPgTTR!_qe7t>N>z;UCn_EvmZjkZ_=d61qcYJ4}I8UYQpC;us+CCPu
z?p_ai?(DdzFDa>SqQYwfuK4p(MgLU=H#09=wZ>s3(-DovHA_@@PDOjKEGZ7#YUdi;
zy19SV>Y1|(ePcs^g>kvPQN75i|HgBUHp_*rd#s+d+rHSf-!(S$Wv`284^xamXW(O*
z%e$(U9XlB|rMvFVr^LsCalMP8ZreCMexo@1hySI6vZl^I*Dq{l7TtYr_9hSS6-jGl
zE}y%(_i)bY-buDGH`R@u-=rGsV%geWRI6IoSaF=EY5S(R#*bFzyZi3CSKGcQOf%J)
zTVtp0bVaA9At_rDcb>h;r;^2x!s&OYL88*CcR`Nceu1o`I|E$QURO11bsJoG)bQor
z&OQ#l-wvX?*|eBUFQu%w*Im$)sdX+T{G8Vr;}sKjEfZG%UZ(p%?@=>z@8xOz7C(7n
z?#=og8y29$!k7KqcS$?{%wV$xAtydrx+OiYpW~tS`p8ZH8!g=XPjq$7Oh3(?p381L
z&*R^YsGbBf??UruYrQPo@=nAH>|3<{RQ!w07xd$2?k`YU`t;!+*5e1#f`4+Ks`-2B
z59_Cu)6V{BwGErMF3*bV?EBT9#Y-;!cq-}Yy*hu={tG>Cg;$>nNR@c0v1RWYDdX%@
zUfXBXOrNYCm8bjuRI0J)R9@~x6%D5Vv%BtMAxuGk6(Suk3D|5eD2zK8v^KQe_~e!X
ztK^8M8b`m|-SJ!zFe&$w$}Oo~&!6k;UL~E8T{=nWdd~g70cUfyKW#BuVXr>ND`x8R
z_Tc#;&tG~UUfHO)<$!<Z@^{y(tR5_o%E+~m@L$^Tcv`cT`0=YBLyB&PTFv|QTqfjm
z)q~iNAznv+PWu>givM5C`)ijUt*kx!ctzK|yDHAh6W^Zr(o&H%t?zlSQiYn#_s1)L
zAH2N2f4SD#f9H<{vj-*SbuI7OWcqx%fa~4<<?~utWfP{qRdP;MKBg6Fz-X^HPb+Kh
zi;7n|JdWSpS}I;m2tB$edv8sw&DOJa&6_0s@2>y4$vblYCfm2ys(v<qyt1=$5nrVX
z{~pJf&a6mDuE}g)9VYel9}BiEstUKcdU&CK&+?$uV-2kTnWmQUNW2zqf3#AUv!nfL
zsNN$+z8nkb3(r@q-ub}WG5pNdiY&c*!8>HGJiQ~cU-Nw5ay{oS4ZB{=>tEl${8<re
z|FPhyTjN*vvU}gGv<Wr*A$QH<x%on)+AYie)Losq|5}!~$;@@CD<*Ok9-dVko9~!t
zzqa}8zu>u*#tRxN_b!my+4M7buI2ir_1mqAi&xnn{`+61{h@M~lILo9*NuFe-?#_v
zS)}pr_mSO?>(17<S8QLYq4ntQa*eL#AJwDRty{e1U-#yx`{GN|E5EtFIR4$G{9nwr
zIeS0UYe&CZ-|?=-ZQGsOwy`b$zKEQ>;kMIo-}C#of}d!g>izpgL^J+UaLd)k<JDbT
zO8>ivo-R>(c>UL>tmMfCY5%*jlAZo){tw$~Sl>QBD|vT!@y9S8`_}H7q`Jh1i^4S2
zHx*p`^))fnvL!P@yQ=!3(nL0OZt>E{b7B4(F)FJ>{)*`R(ihdsn*Hxn(pzJfi|ej1
zp6Q!?scmtbsQZ%npA*g8B7b*m-9B4IrQDv)YtfyaA9bE8ll=BAX^~Pp|ISM((kb_Z
z^e<l3D*<O27Z$tPlzOhdFX|^MHu276mqqu_9RI%b!4JcSTU0wc-ssOtdw8wFRcPY=
z6lbBClkRSnbo5NQ{p#Ek@gCh9cO#ikFuwb(dXe+zD*h^y6`xdoRGmC3JZE#muD>%U
z_dWP%c<W^Q)9jPgpEiHw{?H$Ne0wa<tNI1pZxziiY&(A9`n}M8!RjRmljHC0ty$0X
zRc3DWnPiqY`HJ1|;}+bjac<1KyTyd#xQ*Kzj$2<OY<D`;&Tgwbo!pYR{&$Sq+eu0G
z|MoK7C{wjQ6BBM3BhI>^(K6tJ3*#NfE1T;#9Q%={HG40Q<JI-zo(9>Q+!u4`?8*>X
z&9Yy@HDs}cxQh79nKB-4Y^6WgW?y3S{dC8&n^)zD|H)^(b=C)WiD*hYKJlouQqgRg
zrDkKiV97!5uGxO<Vq2LCAMcvvt>g3Bp<1Eph-!!1{IJjaMJ9I!wp`=ppOkgK*k_;m
zQSOCu^0(5LRp)1}WI3<$W7b7W&z;7J64nbZvF|u7=6UmRdguwgZ=y$R0|cc$++h_}
z6{tSf_fD061$$!R?w3`T22&CPZyGGTy~oqMQ7?p7`tzS#dy)zq3ndk<t!#O2@#Dn;
z8^M|HuK(>iba=~LuHf7)lZ2NFaO}F9*!nG1?T2}YK6{qY*$>NpI&YRr+wQk;k70Lk
zL(A=yte<zLMK&(_#b%|OcWZC^uTQHEyWelz`TN06`?aT4v!(aWXrJ`+osm}j5*AML
z4{f!_=GYy4&1KR*`NLj?uPdVO+G(uYrIKZ8(qaB)#ixsUk5_svDSocAGU4`td9?=)
zrC9_R?^lwV+t8=r=FZE<-{Q0(#l_!A`?y8I%Jw@4W6tqxRy2G)sl#={dA;y`r8j%l
zhL_fDId<=vr0ILbgCf(Pab%v%2@RbXrCU>G*ZWLGQhSNg!()5aE_MlxUhA`E%}$d|
z%TgH@-*A1xpj!VYx&4;4v22%?WNvtBM_JSA=yklSw3aUMX>-({mAAWD)-ty6`jkAO
zFGgIE`A2`U>O}qNShW6y^N}^}Pn8<KzgzSB-upMF?w!!f{xQMUCh@}F<5v5>D`?em
zGW~s8qGamSpPY1Xq5Yl)r-|{^$Hl8Q8(1xDfBcg(%Tju6j_Qh;Zz8X^EfBsxSyf44
zuIi^AmaT1O?Vpx%W}V{s+sB!ew=&*0z?zenSLCPt`~_(bugz!Ks_z|;y<F<GNd28J
z?RsBYOB6SKSv}t_J$cu8{@4|N#9uglzO7ObK6}^vGi!C!Px;T^yzAe~;%yG?#@owG
zR@GY;zqY^qe9heD*YhmqK705u?DDFG4Bs;xLrZ4XD_=1x{?54QbVkpb=ANSYvNyh3
z6~tPXJ0?4%Gd$c>b7bP|$o>G%bI;GP#I1XJOSoi0+_e49i`S^xe>@#Iv-W$u?}O}b
zl?FQ}xL(+z79Og$Ou}#7Pm7RdF~b>e4bH!GcoF$vLcMRG#+yG))ydPh+q_iWtJWMN
z|F$rxuaetw)`VW2pTAarxB9z$&D)dbMDiSeTl3GUx?il2s(tMG^%8~FegPq`=tiX%
zd8Rs>140DWD6w9Z*lnzR%jArF(Q(%~XJ_9(uzT*FtB%G(Tl&thoZ1$Baq{=zi0jXv
z9NzD=V}Z=p)jV&0xG5SON>`tF-<emaTk4m=kL9~P|IAA>U$*<WNrYK%?K!UhK_BcT
zwX8P=a87W%cF<wE`}JcNw`z7PALX%_H<y=nk5-3^w%2RW+_3bOSJTyh{#`U<UGk<j
z2lH14HBLv`2n3ZKYVlP}HR+ge<iN>z#d(S4(mR&1*E#x5me_Rkv~3qxbot2#5}QwT
z%zNGzx-mM;HGIGA#p;}ObrG5qPfjs$Sh2Y5km04>&c}Xgt29pxc*!KrCvsszs@IM5
zhx>xJRTu>AayYn|G4Y|Iwh7113(jArJU{VZ&m_y;#)pmheH<h;9;#;eX2h1>%(zuN
zC1m5<gP&NQi#vX~#c*-DmQo_G=11G8c%?NJeT?QoX-wC8Y$TZ0TH3V*@SD|MzvRFL
z>W}2Ly5>b~@$HqJT+cN<cAYZU^tIxD{A8W$xu&}wKd;<+`d>4cb8!04RfkezjqCP!
zUH-FUzi-t4;&<=oA4=u?RapODMDH|n;dYMPZ1IJ6pBBB{Tyf>OxU1Oiz7R$B>wL3c
z`?B~l%)Tl%H8xE^K={mCC8_3be%}~%;-{LbZ0WIJ7n&q7efhH`swJ^ZiWQYve5W7J
zd06D~p7Z~-gNEPQX6hd^vRkJtFL$u+TzhY=o8QTqopLFqtZp@5o7`(9n>vktt50n-
zE?jkv<&IEy!jAhl=ZhUSE?Y30Q%oRIVa{d-z4F$+-EAFTHcVV{MbGGZ$s*s=6SY#l
zOt~4H_&v6|Z!?qNtIMA_4yy%lmfq}I-7tr7PfecKx(ts+`lW|6nT>MWMgBi%e|Y8U
zAyYB0Gpv>y`#c_N*0dbV-MGH>n(6%N$s67)WIkK2>|!;cXWjz2t~Yo5UvfNrCuAM6
z`nJ8S;vt{vo`UKK`*TJQ*beDhZJv<-`rVrIk8fYg5n$c<S!I{*-mZ%0vs15qxn+`H
zl=UO}ms;1KC1E~i|C%r=p2)Hn&+c20d^zx{;M{J5JhMpovbEx;q`SJmN8NYX74S8C
zxAUWm`#No_El<T?H8<>DaQwI0t_^G}%l70yicnwUwKAqo<EMVN$L5aZ@vmp!NRPJM
z>6P`nApW9x;m@z^ztqb98m(A9f8R!fFUOzC>wEJA|NYV%tN*L~d+%47fKQ+AYXARL
zvoQB(xyS2Xu225=Z!G?lAGO-r=3ts>qSB!UPnP|EbL!=jI<0!orzI+kYun$srF*UF
zPrjcvcdk)SPT&0Osh4LmmD^-A1|85|{#$xg>8hh=)5HDLPq_-N-tE<x9F*9_5jeG4
zdwIF@U-OSwt`+`{nm6kiS9i?Z;}uzPiVwK_bF*F^_*%=(KlR6lo#)hEMLxW@J+^fF
zp*MTaKVA7X^7~4rboEbHIx@>dR_|+D?k4p3lTq1j@J##LipcD<AHD~z%T8ba+w8)c
z3wBR$1x@HJvR#{feaV?Abqgj0I(|CaxVlW^dhM->o9uDIjEv!z?4I6os`p<U6TS5M
z^MG}_2R_?sTz~xZ=B#hYp>t;a-flEc{K4V(&1~s`jzypQ9_YmDnS1%4IuZAEV(B!)
zUpK$=mDFlDzr0g=-GXIl@!#3eX<Qqv*)o6eT)49A+;nD+cib<g<Qr|2&YraE#*;l0
z4Q-8<7lvp({i9>d;_9o+QSVkD8>cZ>W7kxkn={tdwI(r^DNLOr7V!1;(;JP8GD>&o
zi#S^_EiL{%D=%s4jM&I;NsOCPKF{#wZuzrs)8VMewwjCnIElV?4A4`&GU)^7>Q?~;
ziS8nOOWuTR?AhQuWA>B#U$zDB$!7XH`%kuB{>3}$|9AYe3MrHL-SObuF<YYthxs#u
z`%{jo)r#yeoyzXLRnONm;@pAQOYEl3nbxYi#GRaY1*Nw*={VjvYc0LuWbQLpKHnpf
zvz*k@=N@QW^2I@DSCh%PgQ*`%pFBRIcJj@=?c48E@t4n>_rmDgSvB$aTv@>_d1_j>
z51pC8xF^!#d{SKaw$clIkEQe{EJ&G@?)d7!@~8t$mL+;$eGf0xl=$1xq!@K!+O&Tf
z7hU!(uTo{&HD`DE0_jJRT;Fqde3OmKlbm^EqiOBjKL$*fo-VkUnsd7{nd|%xr&3<$
zx!n_fr!`uBy}L@SVP)F)xjP!p%S|~qw|dt}vk*o3%16GHO|hjB=idf|o8R1+<(5|1
zaiCyJN#2e8XWR9^ywk7ps-J1+`S*}6OIMERg5=nyKdD>t9p@+fe{G&&VBEu2de>{=
zj$-@yo|8qJp2~cBcaony^N-5YfLOhR`&KELe?%1dx)!|^e?FlrU-R4P&&npZ0-G-|
zsOS4OJylWpvD8%Unsv{nUeP0*DUO_uK5Jfod6_pSf3g1Tvbwj+e{&bzPq3f;?t{$l
zo$t3RUfs*|){`-I<NVfze~*4EzP<b*v&N0{y8LIJ-#Bl~-6H+w`MGd~&bb-((fjt_
zKA(1c*WVa!!QwM)*S>x3wLSQL)BN_px!S)L2W;lxQ97x1bN4sntoQTN?1TA_9)FX*
zB>#G;Q~u`p$1l&a`K<TP?%uZlYs&J(L<3)h>g>44Y1hSicjcS1y5NYO;4X(Wj;3#!
z6ZD)sznr(c@M!I?Qg{39ejGt6fd{qZL|$+g@^eY;iLhkr{AzltxO0`lobLxu^WSD^
zWv)`|Si0i7rtaGt=hvQ=4mrQ=_1C&Q_T4{>t9ZN=*?%9|5cGZ$|K$z8uFP6jxgy@P
zvSs7(j7pumGbTxNc{Hu7I~tZ6!n@#4X4$<}M>=A<7BDVs-Prg`%*;u5qu%Nd2U@sK
zi5)uql=<~rt|}33y{Q-GFOdFOay;uxKtVXukz-c%8x)Q9aq2bQ3^0?*Vo1L5{qQ`W
zPs}}zNzT(Ae7Mx(SoBBatgq&Esn{R3>z~+f&$*bBaPZEIPfWI_r+lu~Xx`mwK5t@B
z@qAUQxjlwIcB~M+D!ETPSwQS~=`jV?tE$NXS7!?KIL0Klw0bhP|KsjC=<4&wfUSSs
z*-FhEbNe?_rz|!6^Y&B74HX_e@tPh3k2eQiw>a*8U(C@g#;~{9Amg66*1c%gLkW6I
z0v0Tsz(4=Kc(T<qhx#6a8_(T)S`HrjTAIY9bhNMLZ{SXc8(!*D)~oR>s$O(DKFaAy
z>dJWz5_9~uJwI^%UTNF4!E|4Z{oE51et3Tiz8JOf#V?~eMG0O#v7i*r#bGZBitKBb
zRLs&iyJzQov!ux?Q~zE57VKrE{ixV|>EBy*Rw>;Nj{W_Tvhec!tv@%L?a#<H6L9(!
zIs0e(-<2zOr~mxJkiE%Pf8hZW<xS@oGU=R*)ktZINW9g3tEc3FnTXn_tLLBYUp6sc
zHia#{jms)v-h#Rnhpw=Etzfwz$9lzM>2-OHU^Q=d!7D=5rt%Y`D&k$6?-VQz`oC$?
zuU5ZG-+7C#+NaqE7aaMvwL&fDsKMp!!G}zroJ?@#;6J61b#)mRTkXo$D8VVODztl|
z_@1m4JhE}pslPj?m@+SO*s%K{yXaKQ4So+lO}fr4Wv1*nQ#B|yk%uc;b4oQ6vyV#Q
z+V8R+*LPG@ii_M%&|RJodTx$}oXyMXyQ>Rkg!1^VP?0DIdF#$K{k_d$A;EKEBIRo<
zgwHYm;@O`W-2ZM)WyH)Sd$#@kl+ZY-yuRjjz|YR2txByoZfZO!b*?mEyt>t@-0{4W
z$fn<GxPIDgx0>O7ve|a`Y2nq)xh+QX;$+`&J4;HhDm(k|!2Rf>udcsbdAhlE+eg0D
zpAu$fh}+cvbD0yg@^o|J_lWwuSJQjeFG^alopWt#KxN=2`?BNzKIZMY)-U>Q#fFW2
z@5`!<@10r39{FC~>FBRL-35EoLs}0C=9!cktDSwHUA1)e`|w#G_0D(9>elbmK3nlw
zm^Jl<mvP+VmYv6Tc*{B8)ebJ<x)vs=^zn~USJzR#y$p7jdZq{5oWETxO7GPP7t?=>
z()P?e8o49R=R!Zr@$Bu=`jd{FeVzEaareirB-1@BvQE8XOpLwVY2LZ$n5EtPBaCl8
zi><u4I%2)ferwByR{`^7;?FbAiIAVs(!Fr0*O}uBvSu^SFg~cX<Mgdi83*V2M;W)Q
zQN6x%THxMuj9XGHf=>1qFcfRWTApD{*;2#FzG2ylhmU0rlrw$|f33Cb{=XMm_x-|m
zu9{Y}a9z{B_1e3-`p@>S3#wnZ?vmg7_fKYD{<3g&&t2!#uP(n-FG{AUr6g*FJ=`uT
zaO>imB@fRj7+ybIYZ+p{tmD>V%X=P)CzO7f8Hv7lH2I7x2bW6UZ@%kYwz6EDDdyT1
zhQ>|$JeMv{c=NpHVFwRW()6rJG9Kr>US8etb(^Q5N0tBdrIQNov+sHnca`^G^6KPW
zj`QO@f6nRh5aF}Cwdncvw5IoKwYSfXTmCReVDIYdvt-NNM1L;)6m)EQW`&z*Tw;{m
z0guk2-1IeG+BK67?zHHvT^W`*ch+<MV>?+)I20K_iVFIEzWpwkA?QV>+4eiTUjOhj
zKH$f~cG{tL!9>m*PY+IByqGQBy==pS0}~(q(KsjKe>H#k68Qwf<TcVhQ&Vq-R=(c!
za{2X-bB|uzn_F?%xp!UJ>)R<iyI7g?*5o%&HoR>8@Y<DBYsr*aBVFz*D<buR)?M4a
z@QGZ@rWNb!T7Q|{WUt$?ulHo`>U`s6iHEx+1Ma6WE}Yf7m3w+>*1l!?&VD*`b?Ps(
zY2G<gZ8umoT;0BL<(8PTC2pS12E|3cH_rWKX2@IZmDHqp+33!nr(bg&nj11qTbCJ1
z%vpGP=S}5$@7y^#iuSAb@w$G_TamxHu6^~_+%RiC8`syyhjZQ>sa1dG@8NNM`$FG3
z{#|o++q^mwx0O>uBJ4h!N$>>O(r><Y8~6D#e+|ENIaNkpwO-WmYmil%=O6u5-vp<G
z8r1|9+zLoM$vIX3j^*czGmdXt$S;1uXd3_T=thpOrB!FI%(01n9lqeg=h<Q#7o;>S
zyw4pQprUoMt1m&9$trbnCO_9Xf13jSpoL{$`X<h2xmSLqP%M{`r>OYVly?H>?&|(M
z9MC%D;E4!>f)n~p7d|bqN|g}4x@^f61ra8eLwj?7>jp*yZG5G+(Clwjk;7x*%}gs^
zDW$2*VxRp~n2~eK!8Ml`T6y$MiMy2RV)$sDq{WQp))np|JXsYr*}LESI@P?n?&aod
zZgb+n*{ltd`hK#{ijLXGxlW->n@x1ln(8O)rj4qcA13JD$xaZpm|0+;vy9ikWPRcv
zh8J32eDBw9((t`3W%=%*uT4FxV2;+t3o@L7OSaF9Zpc~|KBMV)=-Kjx0{18QCb9%`
z{bv3(dydEJ13NynnV(JBqxwIwVB)WyP9YD?8M6X;jtEWpHP<I{OTpaFOraB*CfE9C
zbS*XPcj7q0bn9Hnf(E9~*^cQ6{LCKZb`#s5iZltG=2Xu*T)n8Xps6z9ef^>jvz(4R
zu@3ycRhEVIS?8O%Gb2QeBjz%su`hFaHOsH%mP{M(mCc>Ii;|l8?gYnL=yS7w?X$Bi
zeB?IouZz!Ahqo`y7QXl@dQWHe@uD5m=f99wZ*MRNTov)rs{ZN&`vpFe7hLoXXXaYk
zn`Ab{tNBXq^oeY(K{d7V`x%^SeJ5zyb|_uga{byl)7f<bVvQ>n>8*P7qAElw?`omy
z?FZkcF1-6R&~^R^t7A>yUf7h*U9d>g&h^P9(a^byCG%eFeAb>fW%la*aeKaAIUVZM
z)v<5B?8BepmTQ&lwwzGWUt|?@ao&<eo9YWBR&oT}-ECIYTBv_pIn?LIf=?GB5)Lfj
zG(DZ8{B!xe+uK&35Ee?iTV)wwYPIqFw>Pr`*S%*m+mW;3fY&+Ok`J*5@16fv<C`p8
z<ERuH{6$72K(y0H<;Axu#;}c=`zt-}icXm6^KxdfY`}u(FU4+rf(8%#A6K1~yk}CM
z5nxlSV=(h@^0Y||S0%ZEgaTeM_wDPSS3YHS+55^)%NUCcZ;v+*@6K*IP`x|RNY}`6
zje)gJ;5M~wwSUxZ2Z-);SSH(bWa8Je1$Py#J~y(wToUkkW%8?YC(7lHJ~KUfDq%IR
zDP!Rp+a}igNfuL9g|MHw?|$&%B<l##iv2Iz;>+g*is(o!cAoa2X|`(g9Oo~AzwDlU
ztPG4<rLee1qSdfF_{nVcx0jdQX6v6dC&6{fJF$O13d-KJ?`fF3>dF15U#ANl*i^Z2
z&iq?Xrf&NvC-P;lqO^U1aC?vWlDSPcqh5Q~lz!jU;^(lx(!$f|HM>$u(30>CGF}h$
z=j@OFyKCB2eFf2(uGb&V@D&tkI&?nf#@d?RVC4&+C${!zh*tTm@S1XG<!wRHxF=sK
z%pUFvZhR-NVH@HdkY;|JbCm&`Rz~isj6-2e&FS?|mZY{gb>)6z5PeoUU3!z6?xcC`
zFC4C^Y&tmY{P*8WU-(?#>vFYM?=ElnRs9*ER!fdX{pC8k)b%Nw(W*l?ik2%ZnfA@t
z@$|!kOj?V~90ZSinUvJKD$Y^+*hIHKZi2V2%?;c*Ps7Pp*gec<=H~--S&dKTK5~xs
zeBjsR+HYQI+qFU_Xx+3^7hNmgY0cWRDs5MW(GULu&}`$1NsE;hGv1M2d5wK#UIg!s
z5+$uC=k-6WPFlgava@}I!X0_N0GrDl%bAY8R(JgUPi4v7$y_4&9Nu#ezW?WQ+{tp;
zZElfnqc~%}<C8c4;(zPEo%6tD;nEYozdC5%IN^TN<A2)WzJR%wj#kxTK08nG=H=%-
zT`2kPDgT;RySB}~{?xumcm1SYpDgY)9ed%*)1k1XQS(}Wfyc@yr-MqoioBDrJ!m{6
z7yk8XpUW?WRsZdltvAaQY_*QR7{1cnA>y+8(}SLKs$J!JOzlmAcb!UR{hD_%d}_q9
z49_VK7IEz{D98)2w7oImadG6+FTP#7_(U(JY5tmE7yC5FP5IN7!_KzvFTS2>*|R&~
ztM_qhPOYXpl21DeHnZg%eztgSnLPI|%>|Dfy1eYeWHk4f1SWr5IN`!n%Y)AuxZZs*
zo1*9O@RDTA!R~X-GK}KR#uZnJl9-*C>#R=OW!yNG7->5p-+CM8nFo4CAHK+HGN&zB
zpi_3+xIk&quQ%DHm8LSLvriRBm|MrOiQT<@=F>KQ)2bgi4-PUK7$>`*x^?ia+^i=z
z6Rkbse|KJ+TNh`pmA!6yG1IaKezRY5FkR}EEZlwJz{Ob6<zIG6u3T{NiO1Kv#AkD^
zOgX(pHEpL@!cLZEoAkY6X(t$hK4&{wTy>gbc128RPWmsUwc8(<%xm#o-jk5RHK$nF
zwpsC?W}|A@diAt?Yxk9f^A0D@JakOcCiKMXliW*|`rX`kI&QK9N8zm5-Wz&8dQZBg
zz_~wf)txQZx6l1vpBet;=Mvx4oc4wZ3q-{PCB){vFW6Raqa*sXgKBVUNYncJU+UvN
zH2t;WnUVNlUE3ZLt|vBqKjgNFoS1i0ca^lC-l`h?RVU81%?kKB|0I87)XM1A<!j8s
zPu$g6BvB$*di?R-R?gU#sc|kweipGT{|($`%oIPE=lH){^}f}V{a?>|pIz;-M|W$#
z`b@cX1#{C^C~&K%AJW`^Q}M;GozC}W9{Q4StZmgy<u}XjhWu>X{McJL@}Q#MLBr(2
zg)hQ(Eb9G!h*2SP)|~SJ*FPR#dwJFCIRCRt1>V}Ht^I17Y#xz)$6}*mRbkirw^7+Q
zLB~b=y8D~0*=nh|@Av|Rzv}lo_P1``7E`%kMP<lb;~m|9BC_uvjLN=I`5`3x?1aQS
z4)b!?UY)LeCv~l)@%Q6V)r+=XTYvn1*4jeD6|?St+_3f9I`_MoYfIJFpDv1;Em`|0
zZhhH1-qP7ycO05(f4OWo4^P>?eTUdioc!Xr^$qjdgAP`^pI_NEC1>{Q`UG#LJ1gG&
zX)Ha}sJ-cA)5AFj7;0st>?Y>^`^@cQcHmVD<0RgaC!+UEl-sXOu9Mf@a8&CfGwZgN
zynQiCY_=W{3uIq)mML1P=eI|r?*2Rb0}@WpN$3~9vFYt2ug0}|?CWA1*Ou+EDgQh#
z!XQp=M}1V%!Jn=-H!~g$DK%KW{lZMvuWUKX=jO{yxMrk#>)%45+2Li|R!>{8%H1Q#
zy<=*@w)Bhhm2W-$tk`>ho!l#i9|@*YR=g5-d11Gy%-V0>Dyu#Fg7fB0+`s=d&w}`q
zdSZWA530Yt*mKtFpQOzuqlKy4o(E|*$=q_3+j8RgfgHZg_hRBi4em!(I5D#a=xsXK
zQ@(J@A<wfjPnLdOcJ@TX<xYlMmk+LNJIK2!$tF<Qe9Pv%Srda_2YvFkS#~<+M@;|9
zyHB)jm%Tf->y_bG(@!S-D>WBfw^?TW?&5MwpXEQd)&)mCf7u+c<I0SBpH$IloR_Rm
zxN&LC-B4>GyV=G0YGmTgTi+-2C&-6yoc629isk2<(z+=HdcQfic8hUcI$W@8_RM4N
zIa#)ByytMCpK+qp?hv!LhJS@KN+SOTcet;xNI0JAZCSdoN$bM`sm@!KC*0mhN<Cy2
z>RR$@&KprRzw?q+%tu(KFPCp{dM2Fy<fVzzf(tgCd_Rv!?lgUO;NQ>2J@2ko-@UNM
zitW~JM$3<#Wv4HypDlVH=qp&@tM|aCQ+V?t!*eQ&MS`vi{@jtg?LnE~{>Luw_IEDR
z+_TtUiOt>XGushi(J97PWR``U4_%R_{5-`+V9vSH9OjR;O>a17Rc)JAaBG)a^V#?{
zWi`3xf~|c4_a+|I-(}jdk4IGHnE1sO#vN=^c1GrwY+L);w<|AKI^ulXR)5$3$NyLu
z&QNQ*?|Nm6mgX$KP=Rg_Uwx}s+nD(;j!D<^p6!|Y#X5Cq<$OiK#}ih~+_*wGaMGz~
z1^&y;n{Lco<!JRrhU3&JtwV}YuK!B8)&9pVoSUn`qgJ;%Ms86~=yI8AD}(9D8Zi%*
zqAtq36P1Y*`DL!z^m*xmP~)1p=MxV<_&eFIy)@x}$N7gTb2dN!c`)x&_|ZkZ8<<RG
z_Ga2yvsSHFfAeKq@V?z~&*sa`wXa=Y_bYDU;wQ`Bi`we#Zkl)f`>NIY{+CPmCpT|Z
zj+o*mUpe7a-Tl?m{!~WrTr=sMv+88zyi$#P%jJo86`Akb@5}!d{aNjm|NLvrQ&+G{
z?d^)qO{(HJ{qN{sxfSZU@-}<fv-+gDR{Rq63f(cSo?%s8?l*_COg2r69=@#O4|$P%
z>xu32b#g17DJiKx`6{=fJ7U*n_EmG=9=m){Zp8uBMIqPEziH%3x^8E<CggCQu)yc1
zM_#@cJx~*|Z`vMpd+GfL9y9Hjsb6~PwfdKxr#`W%I4;w8z`-b}AFS!v{qj~v$f~+R
zMlse__RFh;w~9}H+PSxbC+N<4?cQ}pA~GtrFV$jBD46Xs`oApm_e@VM=~&10D~?OY
zN=j!7|17YOQoQmc*#5YA)4Z^EUpF_(uY750vMcL#M?yxb64!H&W1cxBQ<s_qh-@xb
zHQOaMiSdG9x@3muI<4+0dKXuDb*$L)ef6itEr(srxyzZZvPv42Sen1SEhQBhdR=zo
ziNjk%Ig;KzZg)KKcTe%8mD7ult2A&OUvw&r?YHL5ODp)+oaf11X;m2iCTlBuYg(wJ
z?xyck^Cr2<Zd6!(P&zj9nak_<r@c8$CoebM_3BpPQ;)jmZsDf+jMq26%_wX<D#Br^
z_Vea~TX!C=zVkfm=ep?Hb-UhJF`Q6c=dj+PQGC+eY>mtBUKCF)Ha``%e%0P(Ve<~p
zT)5!Dqek|q_|_d0-W01cv8+0HEG~F8Q_jq&2#!rFr`9VU-M{nN^R6x?#VsB?*V=_o
z(N^mfow`)*$8+ZAE0(=eJ0oTux@w*Bri;(JRu|sC`&^5Cxih=OiHL<6$C7K;u`F5P
zzUjQ^(i>mPPk;FN^~<@wn)Ib#*B}1CGH=O*V~ei330u#fu*Q-l*8Y0zoJh}$2QB%I
zY*bjk?!u*(#K@qPo?4udB`ziB`sMffP1+oK{pGW*b1qoN|0s<9a`r&{W4ruS2ZKLV
z<k#NIwmN!ly;t%7bAj3AGj}#G%}xt(zWIFal_{}WkMe>hh7`6O6JePsS*I?+_E5!|
zL6u!PR8Ve)nxTi&(F0Fq1hXcW#+-a|=g_l+hbc!E$Z6`gz16rW+fcMf{hFwF*kRtX
z?U#6!Ut~WzTk50CvNA$R&!Xc0!Z*@)PUN0Z_}<<YxkaJEy)<HSiH?j6!{$Ht{LLS)
zG4V5d9OG`Yarvs*TrblLlh(<di0iZ{-gNX>rfcixuBMLg&UvL#-_~kv;7m+dw&~f;
z#(m<hsdrVjhY37wd64LT{(^e4(madhng@EW-*~JloP2ZFgH`5Jv-TbS__<B!<OlDj
z@<smUO%bmZ>{QskzwPc;yY`M{NA7mJy=D2c?%UL8G|J~+x7%oZhHI<O9A2M;0X#*v
zAwFdfe{!aGGjH5H(N{PyYvIyET<ovZZkoq0JN!ODxVmxSKD84as~1*%o02klSw!61
znrC^gS^q>{NgZVCzB(!E_FRA6<YYTNE#I{-&Mo@&Bi}9gWP-+vo`p>X*RRS1t)I+l
z^n5)tAEQ$Hz1uA-rFU)3fAqNPW3J}0711^ml59R!+3a5|vRHHS3Y&fjjTOS>tTQ`S
zhpTOUQ<-rtKb}Rb#Gje%q3-0vJy(o-#l^2bRI+Kbu&R8SyjXW?XVo6jw3p%?ELV;B
zMasgJUVU@%Srfhd<%=7KGhI)gFY=EPTv#6%CHThV-Hl|gsR2tI`A?U=OI?~hHGN94
z<BSdAd);5|G7+u*)b{;UcHJ7DW)6cDe7-#$E)E+6bsRgrw{9tQ(VF^t%W9*p1hW;7
zmf1$1xG6Aw;)+csHxGz#2JSdC@rp<A`*}LNK}>w<nIdaW6@<@fGnV-8GV9pFE4{Cl
znehHERrPh=dhy38liqnH+s~Tx+OC_U7rJuMjrp^dT}=DAcj_`nt2=eij$L1#SrS}3
zQOp0ze=c>u?CTFWeJ<suKi+3=>}P2+MQB6wp?wekmR){OApPddl;dCS=1xm&{aE2B
z<gS>l6{hjhT5a;)5C4L<MMZWmTX^S+XZgFmlYTF?ZeZEO9_WAiK$f_}f;Y@ow|36_
zz3nFZY_B-RE$4Xn7{m4_>1QwBUgEUl+|7hNHESGYcHO^kb;14SjF&eGG-Z7D*zE4)
zUH&j-HIt&iv%S^jF}yFro<ArOp6{<1#Ch}5>&6WcE(H?b6cW6yRz9fa)A)Mo-!0C&
zUgoMh*7~$tO)S$n^{*%;HuJb-=ex7AuGX_#LOZO}xkJu$>lQtlu|0gIg}h1gnpClh
z2b$+E>N>TDR_xAQEM+IRG;@AH=X9o=;|n$fdY;O6cQQG;cZNkt@O_c?PKAXV6xjKu
z-qpRoHvg2-OZOLQJWmCdt!eCY*n2WSbY;ergRQJ((;YdcR^;-Yf8!*uZ>eXSgWHEW
z(pSDk2Uu-?R=j<o!Q&4OjFRo!j(^`ez1aG}k;CdzO(GhlE_)}d-QeZrI#hounKf0I
z<w@4XT%o5Wg2~JGJ1pXOVb<vMbl?9i4uanf$X(g`D#lTChxY;ri`3htPmb|=F3@=)
z+PJA^@@uB0{;OYZaM+l?Ie6Y~uA@8t?=hKK`G(J1xVdfG0tMf1F2_GFImsjUs!n%%
z#d4EEzG;?>9o|Yd-X~ArS>NyRPC@Vlx1PDhh2DdSDjp@DwC41-Px$n+<H2l$Bd+|y
zA-B3Uax@MVIexkKsrL9YA@%CpI=`NtUFPqRW|aFY!RT_)%IuRq&%T~D)R}qOWbr%2
zqM65XuID~gmi36aWn*4EVTyU(&u@m)Pj<;hu6X@(r%%Q4^`}w~IVFGn^(c5#&ibcD
zkyUKZjh-@`b<>+{X=PqK^Mcg#7&Q(3`G1*boK{i0p1jjX>xRA)xA^+wy*qvMPS2Zv
z`pQ<8$Ti>lV$`lyY+d|L%GJdA*)46wD~<ooXU=teZS3rKQQ=Nf`BP=vqIVl()Qm+P
z-!o0=S)~5VsP|cS{;z)v-#%MVy(njy(aKMr`(AQ|-o3x$&2uBpQ&l^P(^edMZFrUC
z_|Ae`L1$8L`Ne337tdUAeOt?vYdz1d1sBb{mj3L^vIh-Qcl!MP>7i7}+0n(sb@tV=
zEuUW%L{D~8wdgKb!?(n|wRqy|t<&#ad1Ueaxltg`&g9L?PmON&Mc$T{_sHjB*4RCJ
z&L@Q>+su8P%8O?jsAf)f_~)Q^Ijt<XDlDn`tIQPcsTvR7b}m+5czCDJle0(C_qn$D
z_fD;O@2`FO-NiY=)A!t*AGbr!|H2`8?^K~lrxoX(nzHm>anQ^R2Ch}TPZh!)Vl{Fi
zT%T>oao=&dZ|hF`+&2;CXI35DQMq^Ri|1EE|4gzt5vC^`ZoYrg=_k$+e5!g=)t?$^
zYJczQn(W)9@?!e#xuH#$4K-G98%<w%_T2O-{a3!1B>2T>&DlCdMe8Yl(t?W%9-KU*
z*L^o;*{-<rch08Xa#=Ou^pxoz{mO!E46UcLUoV(7jcxjV?uh+oX9(82vx!dHJbRV)
zPM@A158ga6YW#Tr!;{BmHSUw9Xw98;<V2_FQstT6m$Vt9tEWHfe6VM!#Ez8?J1a~k
z=b9DG?3<$MGChxNX9PpKd8ifVt7|dKG;MD%@AL_tE%;{M%-`HHXHp+^adbH)YU@Ol
zv<VeEJ~O%--cr6!|L2?cZGV2usrh#3m8;<HlAE`dZBs5*suRzdxg%Oy<Mn5y87pH_
z&qvPxve75p^1b!aiH)gya#E+4u1YABkGtTrF82G^e{7eRL~`ES?Zz3udQ-MPd$7O;
ztHj+M(%IX6?q1FaxW9JUnfq621!7BPNFCv<xgOM<U|4hfibBufzc;Ta6s$aPMPbzm
zo4{wMdpB=cdEadI%S%7^%U{cT%YWHoll!I<R~E>z%{vi&-i!BCZ5j7F*Av3qF7!WV
z)LnjOo>a)>eVs)!U+db>lVsWY_Et$Nmr=9BZBy>EE(P0eu9_furRV2{r?UCyd6J3`
zva`GFdFzmTX_nQhEfK9}7OaWUe3FnB5SFk{!#HF6H!HT4yS6xs<=I8#y|{nr>0YZl
zI}&u(obI}i+vzy(;NMuGW|1=IB!P)l%}X>rOqNSc*sjX9)A-+gFP>9JHBW_I-KwK}
z+P2d%_?jc@SN_iedAGu5=jq=3ZSr<~fyeqc6Ms%Jp7G<@twaf~-4pBg*JLFHylB`n
zUBcu!ul-di`AL!u6He@F`F+ZaZzfl<t>FpJIDc;*r8uXAqShk|zFx?mAhE^CcIKL^
z>$5u@E%@?QYCUtk=;`qKXucQEqNb~@%oWqq&23XfOV^|-iU>7tauySAo@H~IX?u6<
z{8W3x6~fUocqHQtPfb@3J@@db{{u#+Uoxu$wyUvyOe|Mt+xV<^*TkPX#`Wy!3DcK&
ze|<eG`02?`N85R`WtE;wo3C1W=FgvlXJRh+=a{H1cr{(iB&5Z5<p!;bIluNWooYOz
zaEZ0aZRv&w4^FRZJT&G1BF=<6(o1DdiFrNm%ANP^ok7wa5z}RCm2>Yi-*gI1DYInF
ziLARG+&pdhw3UuqD%57?>jyWl6Z~|v@$^%+fB&49oYq-vx#5`Qrnp%_lf+i4R&SZi
z;h*xalmCu4@2YA$@tMDa|LtSAdtG{O=IyPoZkSKjWIyT?QdjSC>bsz(d5W~0u;w(G
zFEf==8|SG8@l?(7kj%FFFuPMkKl*Ei!Um5#zceF-B}`d|c1%5KlGpusRblZA9@Vx>
zJCAe*PI5Hj;bz}1vV?n?b&cD+>28Kr9m^yqIfq_k_vc%Y+j4EGfZXZOEc=iNWfxLf
zH#6Gaye(;YSbmY`g{S9Y?F2sU^}DI0-MP_aWlYXuk!^W;moC)&|2I$Usd`b6@JY{|
ze~TJlSykIgmR?w!(2zPabANo3dWDMlM7_s>-JWt<!9mR2Ukb9{bMIVNnAVq+W7)op
zLDQ{Ltx0)-uw47hKbIr;N`=nv4b%^feX*~j<g)KPvBa}+a(Oqetu0gcau;t^ll5Oy
z$?`7taCe4(Le|M$x^As;Q~thMw=LuN9_yA6->nNAE!NcdJUOeiYqGmz`11+xMZzLi
zSXe)|p1ZI+$!TR-kl@^kgL@^oj(!c=@m=863!ej*JVY;Y8&zC;;JYqy!veNbA8q$1
zgs+y1yJz3>%VOWG>*{=lJa5{ZEoG%$=O#>A;C-F{X@yYN(Z~~D3d;Edch=9{#+{ou
zC%!M&t^BQj$bEamr<vbdJN(kr?$2)dBiG5O`pNNUxyzM}0k=g;bLF18Ro!M>y1-j-
z<@=>mw+4i?DZQz9eOz9Y`Ep=F&{V-qhptuk2TZM+yC(Tf<C6kzsm1XP&U3jgr-evH
zaC1u>)m|m?C~n$QOTDm7%go9$MJF{myO#6t9BF7{TyY`%da<R##4lIBIw&|!I3)Vb
zO_T4I&HJ0S@`pr%WY+XEz0$HVR^Kk#aofx@@2Zy9#<lD8<R6)TVhk`<&2pWv%8_CF
zlE+P1ucQ}yNu{-IjjG>N@=ml>n0dNO-YTaBf}-cbGTxbFZ0EYOux_4mfXl)D8Sk&I
zpPoF$ozZn-XWfC_SuCYDr8hOQ+CN}i9?w{Gmx*<{z`mJ||H34_p1%v?4G9oGrLx0|
zW5J8EoxDrACz-u@XM4G#Nj|`e$N%TP2e*SRUOJeZ{bI@KGGp%dhAyhc93I~4zw}Nj
zDC}J0b7$l1FJWqtY4NKUZJET&E|Zo#?c^$plsCt>=9>q3neg>low>F1xlZPtw{KS;
zPUJQUy8O!UiH}abY^MpAOl+WE=iOBeCCP3vAEYcM?dRC{#?!Zf=T@7skf~W%@yU}R
zbDBbTqy`yuSFdBbGWo6i=H_XqH!Sb@xpT+DBIbarr<TX-zhhqA^+;Orki?CdN{ydo
zvTC2`tnb~kY2Uf_R5c-m9S&(#?#dsY2^md%a%b7&nWhXWtpS@%Hd}Hn2^N^m9eg_P
z_Uq-R)AQ!fTID=@v(eVz%;%QBQ@`{6wX&MVE4#U9fB2b&T(RwHL4n53Qu$q6t7`Av
z*LU4^ckZMq+IRjv_#{^vwtwa!9gPDI?<~st+rgc-ontB^%io|<mJ79o-7gkMpID!#
z$=>wb?&8!s)w!Kn;v1EjYM)Owc<q|3^X9xt*mqy<+*ND+%m064I2_ESe4}4E>s#X7
zT{&#m`2(xFI1cTf&-Zov8R5p22CJI|gwi;;)C3o-R?jO6+vhw@X_3$dUrFnB1B0FY
z-xsWS_tdD#i*ZVo((1`EmxY?HDZgFyTzdJFH^HBdpZi^8{eJULIs39Wi5>FR?~kAR
zEoIF=;Z1UH@VhO2H|B5sd@JS7pBt6`=gl?ezxHX9y!<P@=x>&DldgyVIWtRLui7p-
zNJKtumt)xf<O0W+OTDsXH*b~PwnB;5VAGbSLd8!r7FxVnweVD#ff>gIdn<MOf+m-x
zS?e75n9L&_E2n%;C=(Q2AaXN6*MKMVl*DP#>!Jl$ro}5t>FxfRrq~lTYtgS?F#)C9
zkJ$8nTNO}yl&iC^S^C=B%zZpxKCo<_DE~@u^T&>Bad#&v7j<8ZSUz*fTaV4G%@;Lv
zjy#v@O<0$!RKNV>jcboT`y6}veCpqp1+UcIAAHU^wpOMwKgIaeAC*Mod6$&`YtAmL
zJh7v}nB#;&nv2D1^{mbO#}Y1IT5+@H)>g^aGuwKk4>X8I<||&jac86C=E?}inW7eF
zbdE&l9-C8|+AN%VY-gW>!pv@&++&rpbMB-(;m$qwtElz0+2W-<?{D_BT`}GJ?D>tJ
zT%#$AUQYk*wz}<dhOv}|dTq`Ak|moYi|2DX6g2we)+q<af6qOp)_5vy%}?2GpMTr@
z{qinU=N{XZsek>w{i=6*_VYvg;~iYH=evH0PdUFf=FjR$JEb=z&A;*E)YL~cdly~!
zUSlTq?47X47f$E%j5fV|T~#l>-Sw}0ku>+xo5)ATKR>;=*|7X^)3S6OlL^Wt)_b4k
z&zrc}`0_omle@KU*`AiN^5)h&ALe%9iQSVk9oHuE?whDyY$Nnax$M>M8++Jt;{4Cf
z7kQ>o_axQ!Kw@Q()6z|n+wR=?DjCyY+0`Cc&T-@X>kr@U+;gM8n#}B15EU_MKAhwD
zY-az{K1rLR*V~2N%SH8^8B~SNKD61;Giyghr^cg>$hH5rH0`%73g>V6vv2n)_1VjQ
zEGsTj?wxX!wd1vd^3}q}d_HE|EY1g{8m_#(`LLhUUJ3I?uN9}$WV1{Um^^=%;xPMJ
z*50~}d;6F;z8*5y47kW07gFPNaB=J=%a#de@}0id#3x?5tMcyl&#m*Pr3sxsU8CGT
zd4;pkCi8viO){#JR7{^X#4pHEy*@W1f69V*kEt(pH{LSX`j~5`M9TK#J*E@;XI`=f
zp9FIz=4xiNmc94ZKbnEtZJuuZyd>pesFs7#H4VF4b>CdSeGUuP{<7<`!1Ta_wnu||
zRy1{`zjN9C^S~x<?g?wZACr;a|NX$~2JI!S*2zjie5oS$IGp!g_ElP)9e+H}^IER_
ztBze;c~0)T{31|CVv1|Zr?<(WO7DLz)VnPrcInQ{kJpQ2`wpd6HERp<-)Y_zHrKoJ
zaCLx@&Rsqh{>JdU^bH&G7rt235#Y1#^rltMA0!w2V5mBE*r4E4=Bw_aQ|wJo9d;*Z
ztxA)+!;!S{yx68UKT@L-HcT*%I?#UkJWH$poQug5%4W`wzae0AUqj(Q%il>k*QCEp
z+M9E2!SsNMo_l0}F7eX+J3-57)BGLre}64e`P=!W;jGHv((BD7w|KAUn>mR#EIb==
zUOG_p6RY9rZSA^Q;;r9rAJv<bH0QE#i~8E<J*`(_Tb57cfBH#Du{8XEv?`Ab^UH!g
z1rGX2ExQUDwEGq$ZjJe|>d(wWjK;Zd*r$X>Wp6BE=nRasR9M0#zglKP&ja46%-^P5
zot=`q-)G*-_v<G86kd0Z{hsJLv9o>r4vyTjE6)G8Q?Rvk`ECAi{cyRCOu6KCNtP$-
zF@J^EUGuQH$XA`V<JO*+UcMsx?q@&D;$D1DY+cygJ7&x`>aAkV@(S*^i@AIL<63*g
zn7{ku{?)Hsc0USq(l+$W=TzvK(V&yBi90je*uWI?%xEuulO5MJD;hN(+sG_FACPwU
zzf$(a+W)TE3XJS`PWq%R3t9EubG3>1@dOs8X67IJ<Nn>B{w)0OzwoPH4*$E#cXs{4
z+P_!BeeM6PdVYO=?$_Vvz4z9C`v3iZ$NyEvUVm3-hp&+2eD(ah{MGm3F30Pv3v8GE
zGrc@{&5745Uv2n$s7%-4TJwGX7{~pU2akXG|4aCwu=)OJX7acGuKN8&jLmev+U~83
z->$EdUG?qyhmZf?h3|GcyMAB)h2P2Rn-dn?J)_6war<|t<QDdP`+d8e?)k^Gv-4Ry
z{OPls^LG77w(Oe=D*e`HUbwxpEYtqNJ%0Dxzp3*dKfco=CNcXfV^^(U^^gAdSsBUf
z+swpk>Mq#)tw?UVsvoDdUj6_4>HmK}{g!IIuYT3C%8Hx6zHGm^>%ekm0l8$U&&|E1
zGN#T2YzGrxyD+EtiPzf~N-AgEKQ!<3GJZeCd5qg)-f(Sb`1AYstLBr|>46EG@2J0j
zz0>aYgNN6yYnO339e(jVPs5|<ZPB*?yN`h?KbWO%{e5-pt=i`~3NkC+UAIvG@`>x5
z+CDb+<B<)`w#nO1>NDnU-xi;^;-N#+ho^sHq^;^DWM(UJD!1Qj-*tY4ubs%l;(tZ&
zg^QdY3Y&ksdfQ}W?Xf-f#dD8xbUf0re>~HyyyDyX?T=<JKGU9hZRzo}g(YEPy|1qx
zFOM|gIlbvj|0$&_ipNacICd%pJV=$c-r()TB)7kP{VDi9I2*m!$6wY)n!J7eW1V$o
z@%JBkFO%a7E^qQ&axr@24&h%_muIYBAs5QtRK6iqq&)n)$m{d226ZyiXI4BAgq$;L
zUGV+R8o$`MfQJ6hb{!Y)ymxf``Q~k*&%196c1W>g^ITBnKb#PJ$gT81ep3E(_E`~|
zX8&;KJD)ROlAZC~ySGiN=Uq4)678DGFLYIYS^Lk6-(D6mw4R@G@%DoL&YLQZji<yK
zo~s<mx$#)&M$S^JdZ8%?*jPDptYRkjD#uJ*ru5HPsbbc>^uWt|`94(reYua3%{gWF
zj?+zsl1>_zd00+o>=k)o7%MHfWx~S^R&ygBoZ0Z^mrn2-#p-(tt24R2=9tJj9xQnC
zGMZ_VUz1=?=xp1|%XDVB%rHBdcsT9EZX>Jjf+m`#dEAl$`xiGJR!bMTv_-Je_M*y*
z2TZH{uWz3&doX0fL@D#tQgZwJ<d~iBrC+G}<MNJucirRjJ#D?5w^U~)ez2VOcJkVI
zuB#=N?^e(MnmfyV$Eu@GoZ3&%n6h(0y7&~kE!-jxXLp*__~$LYv^(MU5($TO`P?DS
zk-Gma%x@oAs(yIq7q2R@*^KL^-}HNVIB`Pln*L&6oi8{0T+}-v1whNw&%RFDoWn4=
z?1tLBZdI3)n{1lS&AHwCDkfTbiS<q9U3|ukHzOU&cFa#W*{1J*Ve{{^f3%pEUH7f2
zx|{#2{hRc|9^FIItLs{27jS&`{(1P&7mICoU$nhE7pd8F-TK>N(GSV%CJW|zm&-9+
zxn3Rc!GE`RV{b*vtC{gGJ6Ky3g|C_Z*!yeEvPI%o7BD_vwJ_M5-6~}HLax`h_-)!A
z?E7#gc-z?;4j(O6Nsh%2l2bnwOL0aO99p9xRmEMun5WievnA{Gt96x*|9>as*RY(e
zaJ+4lU7g(Qu|iGyV1UuuyYDt#f9p7-dDfOCSDAmWSy`ngDjDKo+$DVd^r1v{j{rU2
zlZ#h)^DCwKH48rD<O{s~&RMZ2d4>0aR{5hxcG-Wnl(hRl>mJX>pP_B~`)57-`u#&e
z%Gt9|?B2gq2x*dU3z<H9LCLxaF~0+DSXh`a_-Q<>5;3$$>=H}te#US{$1mvr+ZLXS
z(X%;{*jBr`SeKWt+Fjbbw6=ahTE%tVurG;s73`lYw!Hplx0h*oF0;^d<=jJs0XODK
z-?X%A4|A3JZdl+ku~i|;4wl@vtX%#0rjIegE%$I!~XXnL;HdZ)z42bq7@$!C3N
z?vmBAek<^*fZ^;}gC+TgXZx>DaeY7etCf)dne1)qn;727G2D71ahc<4-p%a~W}Z;y
z(>t-o%uU*=x#vL02jPR_S?#h4b{22KxBBz(HMFVAuU6SpefqDAgY+NfCD}(iZ|YtV
zHdHw`M|4XkNANjc>)F%S&h1>cX_n}J88wHkQGo_IHvNZg3Os$hW4>bWEY}zO#v4Aq
zynbEsU`5I7Gfc}eZx|~SGRrmpof<rQqS&6`Z!JH2Z*W<uacU%W*Yf3FwX{EKS2;Jd
zm9HlAdD)xF&nM0Q{+S~i{qC~U>kDk9_Lm!P)~rAL>B-@o&`<rhEyH5vzOGT((RVX-
zzYlNVEJfdb{?F#SO<L#1Jb6+s%NWc0*Jr|v5cY{R)dFs-1Xgc9?DOYYr|k3pUk}fC
z+^i)Nb-Z>GUn{Gd!KaJdfy+a~6MUO98CG8^mHdCHtLZvN>cSemqpPwV&exeT?Y_=x
zb8mOn&xM;Z7vC4VxM$y%T9#c;k4WEq%KJ8>K|SDt2-{)%iGlHIUD`i=7o|>bfA;B@
zYl7G}lLP_X)55|6Po96t6i!r%_KmuHyt?$|j_(_#E^YewT|A&bvvAMJ_l*Iw@BMpY
zk{ewvTE73@9-h-*G&jc2?_}$}6t0l8ziGnd4Kj}&RQTqtvC61t4@+BllRxCu3C0;O
z0{YS|MQoPXvijIEU1ToL`MavNBxuHL?S4J><O@Mbts+w{#;WZ4{$|6PcT7S##$7kL
z?y(lDuR3A!@k9_G3)i>%$9HZEoAYY>Kl!;2gKq^nPdTQ}Y}GHDJtf=e_Y9W}i`G5v
zzpQ<IPm}!~y<`8J_vqcIs;h|oZ?|51vhk|(k4j7LzP7z*_ND*HoUhOK3MpA96ez1t
zkCm<M^1Ua*`042Eg(dGivZE`)ymiY@IXw6<)k?6<t*U{2lj+1OTY5OT-TV%2HGg6)
zs&cWtb>qy?V^?+_cqS6C|Hg?cWd~}+<u1xNSL}Vs8liaoLi9%dz>Ry~aP<5>mlywh
z?mmUrng@jUzBq8_kI<bnOl|6~9$H(mJxcuGP?FDlDDPbPhPZe?{~0smY;W!eE{hPE
zcp=b0l5vatl8-+Y{ySuvxlOUs>j2~IsAEmPo3Gtco$<DI+k3-kCF$>uI_4YPQ~J{x
zm#67}<GAx@bLzpk4V!O8Y_~Z5FOe^|k2gW#)YGMw=?;$?pFMK6`h4L0DGT=qS*ve7
zt?Nym)H-PQnC7oD&6ap^MN8%cr+3cn*xxJGUoEz~Qor&)+t$_U@yphSnJ9*7PU|qQ
z)Oy6XYl5{qi(B(_<&MU$yZ;|FKho+YvQO!lp~Z&73$xB=Z{ii*?rvLHB^?@dH_$`z
z^6~nK6UDY25ANP9Z*cU5qie@hqc1gcuJuXOdRSWp&1f=h4m<v9sh<A!Ecffnj|iKp
zg$qah-n!WE>`%Yxwj!T-+^g*F{I6Xt7hrLLua0p&-<#LA{UHY&?!P(Ow5zSrKhxd%
z<V-=w_QU;;l@gW-`rkVF&68#3d+)8nlXzTR<h(vyDf;$Nb;gY+;uB7J-YCis_S5-R
z;cI!)W=;Fl$!Qt(=W0w@jz7JA>CXB&bI#a*47Z(G-^AnitmsOq3s?FqmFJJE+$<+L
z8>L<TtG43T-^icp#q#aBP2sH~eP7vAX0JJZe@^|R&AxIc>?4mWKAV5#c6af=lUjTY
z$?uDpKlz7U*y295{?Vsbl0Vg-&02qXt)q9$582c4XYD_(IAV3Z?~>P{b!z-`a@;qU
z&pJ~3@qqg$|8K!T>z>a~3G&-HtNzkc+0Y;2cFO--7TLQ8d}#1_bK&R|k-7CrFSdQG
zbNhGl^@88$-6ge^OzJrjYu-0-2gp5R3U=6>v3~E`%iT=fCmNG7(l^~&W7pJV+r=LB
zsIlSCzI6LPvvRNa{B@2KI2fR%&T(j#mC5qkQ-phBPQ6Ng7o?gQl=JNUk$+qTLf2UT
zx~nQrogFlB)ro-O<d`K&sTy;-H~OElZnBy4;Ge?Z@CnN;=4$NNn|g1ec=4&PbDOmK
z-c67Wn%ETEP+D<j!7R6``<^#GxO=*_8uuJZvGy`@;@J0o>mKFplUP%P9G}aY-c-F@
zY+`eC15fGt*39YaF3-4kgQK@{fx`?hn@{R#A0#{7i*Nn^^}^!ht=dF4H^y59H-g3F
z7B5$k<2*6{=Nz7R@$(<F4o_dZ>;B@B%Z8_=PJRw_Va$|#@4WkYP??Fd=bM?wDh{Z9
zG88KbnaCrwZL#Z&*$)He`*?}IY!%Qn`nY1<<+ItA3;FkbI9xI{O~$<M)a<Mede__1
zH_o^!J>k*>lS4IbmQR|~4zFP>^v<~0>2Y(eu*#3Xw!oX-R<nMlvQ9BxcDQEuq^P-D
z=c&99muP#VyMveORnr-RMIY`7gz|c;e`3zPE*PM#qLt_WnxQKpw}7E|?UZJj8#An@
zI6CYqWA9Y|R#NNcc2AkTi<jr!)GZ4IL^;|0?`2G0-!qX*>)gu2uc};Kwh5&xF;1Gf
z!@|NqeRGI>Olo$;r<>PhH4ZU-@p4YNbTKbaDCgJ==4p=ij#)02@DB-Iclx*YqC}(E
zV%Y?ZNR5tF53am@ZP9h+T>naE$tOI@4!7dw+*lSnCwZ;m^A}ZZg3HApE@750HM7`}
z!{qn*@RP+G`%e6p-7LDWXm`#_o=47I6SS>Zj<fUr+<AA^A+zA`h8y16PuuHI$#vp{
z{(Zgb#J?vLs}-MXX+GJVuAg)5-;>l(*;f@^^Jgvd&h>g~W3$|YiT#43K<ay0E=Il0
z+$vu>TZ^7w-PTqT>2S+R>AgB%uHBml?DsxCa4Y@9_Q<+OPNR5=%IO2WGYcn&i!&rH
z&AIR<`oXp<(=){LPQ7HRle(;*&GCQM`DJ}|a@IQ@X6^NTU3~b3MC^$w;~nCi8MaHG
zO-pN-Sh6ElehH`Yr9*uQ5^t(+TW@`RCgYGuO>_FEd0)5u+@GkYefRVG520_?nw{Kq
z;pOQMeAztj_9gA$VPLbDPgpB&UUvIs0RQZ(&$oZ9n4ieo@!TxUp2;RJUT(wpPI<re
z58v_q4&SH1ReWTFU%|xqgJ0hjPTGIYeYwHmBVR50rwZjy@M1FQkeajXa0L&Wz0QMo
zo2Dw<@vc;lpZ>~a*;k)Wi+mQoS+Y1XHS|J7I#bN;o^!nhvu+3rKj`au75HOK%W4mU
zd)c8|Ib8~#Exwwf7<T>h>buKb^j2zpwB7DJ^L_(o!GaTV>IXWXbQ^>{%RBpzljHBR
znC)Kb2U4HTd~NJv{`p;EPV&<9*!@8dH^uIjRQ)`MujTE{cHcKQtQgNlF$Z}0U6|YW
z#5u5`X>!`hh;Oc|ejYtlpL@78>*=>Ri@G`XdADriEaGfdG+g=J#ahe~I`KfJRL7#K
z^hYH{vX{gZH;HW34*n&PUH5EP+jrH>lADfygZ4(-3QgIP`h-7dey2yO+l^b^E!})e
zbh6fn#;Z>ds(owlG%DP&<e}VWg*itnowHm-SGGL~+^fx><a5v7>{_{R_zg`r^SH#b
z{Tpm^KGn1|JZt0K$hG*e$nL^6?K?8IyO@qn_T68cAvpV?hu(}2dM$IOMNeD%ds*R@
z_p`q2b<=+S_LhHfMx4XGUI&&4_o_!bdsFALzTz%^V&;?l<dxK`i{GUe6x^S9daaD(
z%R6T4xy~DI_T`nFxbKA9iFF2x5^oDH>00*afJAfg=K2Je=4Bh|7I#J!_ilM-$ae1B
z+|%5@EAJZ=3B@}_OEPSaR9Yea#)d<uY{})@jY`rp7ZkiJRQs%PWUYhsvcsGjbF=Ts
zq+fsP;Cdo?;>x|he`W8;Kd%`&Lu$i)p_N^^v%iJfo)IWw=KQJS?o%52z`<p*zWVI`
znf*_Dvp-Dn_>gE5ZnLqD|Dl)Op~o`1C0F*<954EsE%IG&*SsT_<PsfgPiyZhh;qI-
zC;XoAslu<P1WeDZXmXg%;nsR_``pzk+RNn~mE$f1#IJg7n-;O^^_KaC0y&Xq45GZH
z^P2+HzfIe5@SF4u=3mUA8)TiUU6?mtV?6O|Lh=fcX^sv>Kf4TDzJwJhJ^SM0S0H0L
z+uxW~@WB1}^Cl@5)DIoXbgpuDs40+WkrEQy60P5ND(1DX`I`;f&QCuzyNWfH#hpvi
z?}}g|SIs8S2<_b&f+f0VG7A_^p4?N&q?63TcrxyV#nYn3z}Z5Z>?|Y{-c)LK?M-0W
zxog?=7MZBkJn7DJnK%A$&FegOY{Ahff0PbXZn-c`@t@{QsgtFCJAY}NE4I*izT-rI
zK*P?hT-OzQ4By9OPH^5Y@REP${@O5$9T{1TE|TAE?%b};tJ&gcz&`2oG2K5iuJW1Y
z+dlpkR<AbcOy<;%R*#}*GwdWh^<>QcDIYrRBRl;~eu86Nl*Y|#Vvd?qY?jMD3U)gA
zb_-j<H1&+7=TAo7yza%iW&M<GH}~BR_u{-47@|2#xa5{H@0J(0Ue8}Yr6}i#gQn>P
z(+kQOQ^c1{vcEnhD4H{TO3-EZf184CseDzQcjNNcc0*<1^VJiYUiUHIO0&Ma;%0%2
z*3w*mXSQ8SGX-CN?wQggH1!gX)>0GY6>=Ni{o+}=B~|*Q+FzHIlYREi5b<T4a;bIS
z<3(x*gr^1tE58r$D(*XWKfvqv+egQ}Rw{1ulxp%?*;x5_&#|MaOHHo-f2?=^MFP{(
z5|7z$`hsS4CuuL;^054h*UHoz!Bbx6EiGARAEA17chD~n+Zoz%OV-`}8=A>x|9!XS
znr2n`3E4|y4o6ocpPD+Q;ojdWj$gNwI->nr)!!)oIhyNkkotCoy=c^|rauQ{P5XBH
ze$d&);rE?2f5PWXkw?r`S#H-ZPs_aObJ^K&;bAUWTh8rbDYqP3`}AH0mzQ*yE^3YX
zu)VA!cA-gp>xLWct7aUY-g|1ccFCGaZ;Y*uEV}j~RMe`5-+s-7!fnoLRvP~`i?Lk3
zgiF-w+1m|wxnw1NS-laMeb`LG>-b62<?7n*osUAjSfU>)o#PX=a=0+>od9>>pW{|X
z(!Q+Yl0DZcaN#GH>{i}{ZK8+ein7~p_}wXQVz|W{VD-K4mE6w!9LskCw}1U+dR6@V
zr>NDfXQdzRnay06_3WADk)NObIPpH!*leg7@Y}Nc>GB}wzjw7vH-v`PX_;QJpDNW7
zdg3Fu!@ud;rd!VDe7*bp;lfRIrY}8OPa93yo5j7P{tnCAdETW*vLXw3<Sz8wQ<JQD
zle_<2@^VHE^C_)LY9)d;|6={Ozm0fw@KB!n&cHuS*3s8GGp|;?dmdwdWOW$-*6t~L
z^S7LTqxtK}r{I;1EVfqB%Tx~LHy>hk-Q0Iv%k;<7IxW*b?AoS3WdEP_;=Req82spV
zNS49dD>1tMYp!hA@bKeVEmNOdx0wI`o_O)zJi#shsaV@ILF`J-&2{r9vZ}6m8JN*%
z^z>xtLY~n5<x(uNsg8|SYO}mLI*zNSIWlrDmwA?)@UxQLUXz`x*Jppm^!r8Z+1YZ7
zg)IZD_a@l*d|e{5;`x^*%M*=Go%`yR$zGcJTz<KX#`kA3&mC9~KeJ%(+InM$uTYoz
zcU#9r;v3A9gz{J1+qKJ{J!@ONy*)eE*SHgni}(#b+4xoZNa`N93^*8DYQ*mK+_1A{
z`P*uPDd*NkhQ~*oXBU$<d3u{Kg{k!63%{?GmI2NBpVXf^%(OWqqrtHK;Z)0j*Gmn}
zkKbo5Uhw8X^A?S{_NCc;Q_js7vJCj08Tj(fzCPwZ34B+oc4k`!Txcwstl$6CVXbq&
zWdQSS#T|<~-Zr0_5@uL_Lha06%Ye&27W5yTpL#!7X~C=SZ{LWzhU#i<`+P)3!?8Y6
zer?wm@lW;g8#5=pQ(Lk0e8TJ^!IiJJD@{8lq9Lezr+rnu4J+5lXWKXUUT?qS*?7yh
zf+^+M*Wa<h3nu*DIh)B;$Y1?Z2*1$0ea>7{@~5i@FJSw&`OY!3qnhP<tXYl^3#Tw$
zT|V>w`sEId<?k<wXnatw+byDzB$v=}eul^E|L1O5`5D&UetrE>V*HfIqT(yB`)bn9
zzFqKt-`sbns`s9q<?Rw}T-k4EV8SA^;ozGGXAg%j&P|;iWD$}$`}y8|*Kf6|?C|ec
zA**_@bAgLxmP4qE#j0PjlON1EV{NFcsj^3tC++BRwS!;nQeF!l=sBAr?O>q#@V(kW
z#;+~A_a_R)%y(b4w|tS4(4E6+Czp4ws?E5sRT(8T$H45B)VX~JSu`gwe_tBLDV}S)
z!K<k3c5c9~2lmsM%dcr=PWmV5f9GrkGt1gZX+83fW<Nc!uy@03=JEy?>x}CaKUZ58
zWK5lNs`0nV>LYJDtk(!xf7g#vedbk@#&?JD`GXujnF!VUdhC57W}Y^CE^E!SciX)3
z{^Mh%-~HI?cc}m367vi_eetPQ(XEU}n-)c}N3qLKYrbmg`}bAV&1kR5+MOY;if5Uw
z@H8<!oVYf6jj!9+uSvYON(FwTIk=wS*r$Iyg3&UlfuC>nN!ftEVMjH%J}lCFRysE<
zZykgD*015hkHaL7CT-(>op(xp?ajt565Y#Q%KkoE`FBpt_QM(X*VXlWj=nLg@x;nw
zGcvNZLZ;vGyx6emu+e03i35{LlO6Y$o%5KVqaKoBk<TIVBe&|=tL?|RxII#pUUoeD
zBzi=SdvX_7!D5-9K#jmn{nlPfG#-Cz5J+8OcP!#*S>tzA{{O6#9xdotx8i&)C*wK2
z+$4_D<feQ1zAO6e#5e0*@_xbJ%xJ%<V<JbFkJRP$(`|lTD09qAV||h2yG@U^Q}(M$
zfr~-$83CJ%%lQ2Nef8VGRdDy_tWBlqF{c-M?N4X9_+!=1viFykua!T&aQ{u`1z+0@
zdt-L4R4CsxYdf=L!FJ)(!b`VhpKD*A=-Syc?GUF9*Q=?IwGECNJip?Rw)@4T>-SYZ
z?U_-1ZL_J|Jg%(F-wPMbj(=Ejx?Ovluh_J69b047Q<iP}dEnaFoTzQqyJUh`#pf}4
z?}`%*e*VHX)%0q%i%IoE>#oAbcAM(<+3Q<BIhgz|UiVo=<_vw7%X70kLnY>{YkZg(
zz5e_e8SNVD>BZYNZf;5UO<()!aZJ~<AAiDCPENYw|7gmOFabRm<+`9IzpdUEzAa39
zncCj#WvJ78ugldoyg;LWBUk1j*E4?_1cfbj{5bTc_}jG2p1(~z4jOi{pZjdLBz<%7
z+`NWKQ(l_!dIjuMda>@Z^n!$_r0o-|toaz4zNW3%?EO}a*|<75ukY!+0KW+Z(XHui
zE}Zf#7Q4?kZB1Wz$31=9gZZ+K3ngOQ1ci9Ef9RC{bwp;u?m3hB--_wfUEUzK(xYRS
z@K3vS#=ndEc(NjnpQ)S3q;T?|<wAAdmyDbL&#O35SFzOU_?z-sixR#qK3BRXc44Pk
zYO>l6HMz8Jr|-%}{^{E}{n$naU$x#>i(F(c{mA^=dQxfTUrWp79^LGsTH6m6F@5Gt
z+h2do<IVjzFX7+Wx8{^}{(Tc6W${(z)32kA{U3h43_W5!|7ymr{@L5?&#jbye&u_S
zpJ45u<Cb6L%lv##uYc(K%jf;FtH0lw*~CaTSEwFp@idLn>AhL5KXFR(Onbdj?k(Dj
zm@MO@xpo{|^;2E$#`DvLBIjf+e-*KW8h&oqVwVLqrgw`PJoXTI^7X6XrV^=xCFUIO
zxL5G^Y<#tSD*u~KvHcS_E{Js~f63^Wa(+*W<4cCy7Y!nQYA?Ixo5pf<y_L@Nm0h6<
z#{Dyj>z8mINfT>%r2ECZNARHgTg~i!%d0lL$bMPtQ{mij?pj;VXTBgu@#J^Yc-DGt
zZjEJhW%xBmPQk-##>=NW;&*7QV3$i;EOO@M?QdG=Zg7W+b1O<&x5T{Ldxqgq@mUrD
z1*h0wTB=%B&fe^oE*)z5#a9;aDy+0}qGarBoo7|-s@Hf{Y<3Xf-4-BvK*jF5WKnV{
z>roXur}Yk#FNh>^S(@}z2Uu-C%g>>u{W2|4%|Lm%fvUPHgPDziQ}bo5>Ds}uW(@tm
z?k-Xaa(TBiAvcSi`JCBHRg1;j&RqNZkJE7LnXfvVmN{)JvHSLDPD${Nwt|DHHy*h8
ztu{`0$2?;*xB3ftzU<{&zo-Q)c=*@ade-YRqKdPU5>795I6u++=Y0byr3sA2ThHH$
zTy=KF*NlhV&HeRfmj^DW{{8Ll{|C~G&bMm^b`-8*x-Z3_yXmH|!G(n__xC=K`Fzu1
zwJ96R1?MNG3YsbsJ&%L4iz^r9E31peth2H)x;=;Wis^H<@YB`niVrXQaQGarqTaqE
zI~zA1Twj_O^EJ6<VX-rd!}mGTPfi|icq#h4t=oCCcTMZ!;^uFw^55Q(5a!VS7<sOD
zS)BX6wQ)-?ELNT0QMmbYw@2^Q_Yr$%emW*HP3i0F?Q<0`F)hfy^g6Aar8ee5!2L6C
zi})hLSi2TlHYS`plftgKBynn)+UzVfKD)G{H#v7?@_&D3ntI4qB}JU|!<8#pvvTeB
zzAfs%%KCiOE$-Z;MUoQlbK1WoUyt5tz3<khoS$93>z5vx$IN0cKCS-TaZx{Wo~q!}
z3sq8l(=}KoZMd{U!*1R}t)R`toh)IWmY!d={D4$R)JazN#fy_Yi|5xrkd@r?l>Obt
z_IC=!?>V+h?#NsAq`N6)lH8rNnbrq5KgTf3JeRZn`H;EOli{VgC4akc#j6i1mc(|x
z-ON_)c2Ta`bD2h>-O7VGVqy|M)=i6j@i?Y1VV%3;0<M>xN_KtIjsKe5nJyyI&=EfQ
z7dKZ|KwO#YcNY;k?VG%ZV^$q(+8(((W$PCXtKxM9PsJjn>lUo-vD|-bYFQxbr-YcP
z=UjbP@BOg<?aa-NPTZE;ZO=t#zS$Ocz4U)UjOKq0qxoJD-@~u!pGsL3w2UioS@(*n
zxRO~tXB)bi1dA?PJHKqId+<wi;><}4`-_WJZyxe=b$uo|_wPHmt1<iHcTb5H&5N|K
z5nrNL?NU8^%AC_vo@d7-ygBo~`Nr3VYg<irFuUxW<uc=8)#i<*h7TIW)_sa_TV@<K
z@yUztb6?kLOlh8XdA3N$uMVw4TO(c^+N^f_%#}l{)wMQxYFwCO<iEe5L*BJa!yte5
zyv^q}Eov6{axigA!QEF%-jRz1vNlI4FMQB^#*EcUt>faJ>o(3ROdJ_|L#?Kp?OpuM
z?BN};3J%|(N^b2*2cK(cF`bsV7O+@xan<DW0T$wmeSM7%7cTA6o$UQ{^}RMd6Ti1Y
zvAb8Y<lj2@`}w?ianIa29&K>-xafECtW$f1^drGNHRs}F4=V5Iv}*NzAjT?nhQ-d!
z{>sL)3pF>?{4#S?D~oR1U4AG`Phw>=U#oD#>(JN)IY-AEOuKAv9ohFVP*hT2McXp=
z=jr#O6gRE^EIp}hmi?)X_Y3^K+kKF}_dw;(N9lJzd8L{Beb+MnY3rAA+x~;sRqWy8
zI_DdU@;^y8El=An)wHIcLC*YCtkBUF!Q1!uhzY7%KQ!ON_)D+OdH0*fbb;$njQ_OV
zoiQ=}7w^HBh3E1)+>ToASA4O5nO?e_LJVVPo{3}2{Q%A{?_XHl`L4RGm{mI3g0Hyp
zcK$PqE%~|}N%8M2t~|f@$RefhrLb&!O3p%NpB0MFza6jieo&oUW;^NiZ%w`>kujIz
zEMMfdP5S=w#PTolWeS{q*=3@wo!@lWFHQ7+Ig2^dZ@u<{1$qw}`z<E)EqLG{#3{Dz
z=^u9)kB4{G#LO#HkPV%*<7T7E9@pzK9+BT|OB9x#xvXEJ(8?BBZasl(^JDwN%_iq&
z-+r-t#ksP{^*dJdUC=x2A1K>2ZQ}Xbu)w){a{q{2J;?mO+O>4n%KM*e=LeW7cUS3X
z=$>Uh&lNdo;*6BXlhRKnKQ%Zu?_Kouf_QVK@U3r!R({XBW$pG-RyDJoZ?aWPi(hn5
z(VHm`n|dBa>1+y<IN`{XEy8(8*>--itxs-;wc?#yFA}HD_1%0dMD3W9fbW5D!-xRp
zm+e11I3Bfs=wCd^YMVNr)uI)_(JcOU9<By64JIDp57l*DDd8zHP0QR>g>}k;B}KPf
zbOM!(I!;_I*z4k%);3*O)hnmkN-MC)>)+Y0!l5UAUv&^ma^3dIR6|1`_mjNHLLae-
zYFm`28{F?+Qm%9G{n41PFG5)deV)Whx-Oh^<?!W1k$rKKj_STl)|qiV?s@C!KxH@8
z^hd^TMMY+9URBz?>sIg2fHz;?zgqPvis{uWEzOeZSF1c$3cu3&7<OpZw7Ko?H6o`Z
zySthzvrV(Qn6ks@s_&~;leX`SExl_0<$}?&oUcloGWL5tPSNJtu9|h~*T>WqpS&(u
z^jBxjpS(l4?dts<ji<k8?zNfv-0aH>tAskSmm6C@e%rg^=Dz=`i*o0lt3TS|@m#_$
z#9c5eyQ${c++Qr-zYP!Wy6(HaPUFv+smeE>FfH1<K3zj-g7xeJb}4*HGE3fsvc2ED
zqFvyWI@kNn7sWOCu6uK}y)oX%ubLhax2s`|x7>GKX@eINQe$I^x>tL)mhj5#ndIl)
zali1xGKZZ$stRGt*}bLK1f?$!c<b@i|5(8J1^41=yzb|GVq(vgoyf(sM%c7dVr9t<
zhE=N5Z?|w%Pv7QvXVXHZmQef1|J<(9VJxb<XXNv~mNAtNecRR)nS5}Cv%>2MVYiHh
zH%*s&|Cm|*vh|y}YJ2kgE-XIyboynkQ*%UWd1E;pzgI3VK00mh;)8S59_?ekK5Nc}
zH>^`WP3T`xqNi%6d}ZlY`I>%V@jY{QlvZXivTZtCt}UopZNUE|ce0`K>1&6!b3cEy
zm3NorEbUc?*isLRh&;=dbuZ>-5lp`voXWJ=RjhsDf`m_<F<#9sa%m5Op9-j)+Vc3p
z><eF`Up<T2vGDBi5YgPcqW^0SoveMhPglI%+1<0P$)Dx!`P^wa33Gf7)mMth>YUN#
zpUi9Daa4en<^FWZfa&6bk1t=)5}*9}VwsQ7f^~lkrkqnfe~cme_OJ61hqwAEs4wvF
z?RRuAGWK#i`e4JZbJJJ7{=pM<+_|*4x|n0yxr%j~(snLl8LHn)<>%VBO=8qgtbbOl
z^yllk%d1zK{fo%0Kbe(1`{i|$J<Bg`{rdXPoOk(-<rDM|dUT$gvVDoSNaJ2!`)#h@
zlx|G!X!kk9+b@xGI{vDdW%8cxQ?ipYZRSX_$xGk)cs{e6r}}&NR@c1VOaD?gIr*6{
zoFdCTLq*$+S?v^;`|Uppj$t|SKi8k=TK6v?X;%HE!@-vmB{e5m$6H8mHLzd#CU6?h
z-}uiTQtHn!%grm5Syx$c?5u<B>xU<gPWUe^CwJBLh5UyPDPQ!fDssyIZ@0CPTxAeb
zKE3^T!2Pv$2M=F9EA72M@)^7K3HeX@-!*4SNZ+`~dxuB)x&JoZ6G__UQ+{pO`Scf4
za~7Y`6ulcyBWqb$H~&7hv)2E+?eB-Z_TMsu%5xY0I%{OQ@5uJ;UJF<6vwgU!`pEX>
zlLd}h@iMhNFIM=sD?h(_N_9;&-&2-7ufBIXh<<V1w^#Xvh2(=9+r=lz8!fc|_3c}>
zQ_T0bSHG4eoLlL#LYP^jrrLJ0^>2@NIYPg}=T`52x6k<8-Z#g7vpk=7=0L@jo!7TZ
zfBt?v;lDRq^?hsA$BA-_RzxXnGjBeWWBPP{MYF^`K`Yzk3s;sf-46b{Y>v>%JrjQ(
zKglQ;_WWhc*4*y_hWvfvTEA{i3Te_R*?4mCf&X4BrIL-R4Wr#wd=t*7m~6n!ur=tW
z+D_B7-MxE-c7*V5WKEpMn9?m}vGwN$#l7_<leV0^&b-#E>i?Bsq2`=T;Q<b@qQSD}
zGwqi7e!E+k^t0;Pt5P3xDUIoW{vI*x^*aCZ|E+D}kG^bryfrQE*?jTP{kQj2K0ALd
zwytnOg>vZa_2&yczMrl$;`4r}@bycJ?N8~2T5F@VV}j;spK4ZYO})0<P(F=olHyw*
z^?6yp-zV)|Ex)DPRqMvGzykLkq1DfJH6LTU8eJIBSEO^*Tf@o4vg7PLwterHP5%5{
zw{WhIt(5Q|jjb}-G74Ge`g}b;S@HEc|7CpWP#=Hk&c}V1UO&C^@o&<<9o%9oL|&~k
zsGcD!@bh5ge7zOjzY`O0zyJI?#(;m7c-t36u{nme+48p29bYsnF9)6dH*ePk&dWL{
zjtk!v*lQ7NouhdDcZlJ+6`BgsC+^<xoUUm0XqnpMvZ;#O=Ee&}9oThh7iXW1w~b!d
z>D;!!V-01K_aELTu2LVU5fONK+97*`>%5DCbZ@rH)#pv>oPEeWWi{`Fj$QjqyLy?d
z7)%@9Rpu^V=jnWn=>X#+R%V}_0XsFD_zRy{*zTO@yMEW*FBfC~+Hcjk!TE7#_o9W{
zu3C3D)pjhrF}v1Jc<s$)9ob2&`>TAf6kC1RXzDoCQ!YZ-=D^jL>vk4@_v_5MeLQG+
zWl+Pk{9xhY3GVCC%!{Ib1zuZtl(~Pw1I@E9L^V{tq>3!`-JGN`*ZXfh`#N@mBROH+
zJo;uoUs>|XI~2q_Jl6?UJ9lPo%1z}BZO6ZyxNz*y-JU!3FF#!p%;ns`)cNg&7h8bE
zJ=_1Q&&fTyF}e5&vu(gm{!j-$jfCBInOc7rMThey`un-xo|iYtlZ$n+yzO%1MIA<q
zr!2Yld#A{v_mSqJdrz#oA+y%I+UsS<kARY3vlDCX_y~yg?%o(Q+hDoXpPRq8y!|x8
z?ZCf%O0SosZq<L|AK|;m`<b<kZC=;28)xR)S$aypKY1@i^yg`Nzju14Q+P#gAFtZf
z{ctZ!z>cd&w@Lo_V#ZLX5IHwyp2m^cS#fRue$FiYrZ}zmeE!reda}W-e*<PLdct|R
zHpo!xOzNkjr~I6Cu2$%}rTv<`{><0;&OAm^UO5UY84rl1X}k-6c6RROnT5K`Iii;4
zPJdk+&An#9A2o4_12^x^Xzez2->~lGwS70weA;MSHN(yH^h(piTVmRa+YDa(l1*Ew
zbp8lSg8WYjF6r-)_F@a&%0lY)<mjD@>-*)!c5S-O<yo&+iER*d@+tDl4{=$Z(x-fs
zLso!ihTPt|X*X(jc~(Dunj(DStK+Wn-(PEYZtuUn{+;$?yN$mWa5{){)cOa=U4C-w
z)5K*;o-tNSyBafYzrU!Kx9Nu54iD#5U5P8Mo^O1unPdC=(f!HY8+lWBT+b)`Q<`2Y
zRX@M<h<(HaKJ70%Dqpd2iXP!vmMZ8O>w0CGhUTQ_i<X@ClbWID<-9i1Nc4!!%k|>B
zKHi+R^01h0?U^mM9;TW;bG#0&-?@z0_hUw0;DwyxeR~Y{O4~?BR=;+>am^w6-G-~$
zXNsaj<{wto<P@0mX>U(AQyj}Nj_V(e3-EP>tqN0<@@DtuGh4Q+Z+nBl8t&?_2@5Ve
z`#ZV>Y>fKH#&D~GKjgSof>}<p@uW|A+5Lt)Y~Mw{aahy3z58jB4RZ%$@wqQa8tQ!?
z{6x~`?wPcNU$w+-<H9*LF1wzzFhtdzceb3QSzQ^~F+s#Y`qa(q0tvBJd1|6*-#niM
z*L)L*d@X+Z64T^;*Jk${RMzIZ)ZQ=&xNdZ2_3V{W2W!&b=O;!A<!N_0oj&zn_<mT9
z!gSjWiNd|}Bzx22|2&uaUYb{8w?<WWOO?xuU&dQh0)5`Pd;emKx-=<tesEM!>~ifz
z+Z{~0f7a-(lr&rSM0)v~+Q%>EFIA1r^SLDIa$+)zX~^tpTN)2;nX|(7xXTy!FU`yu
zR}4L(10$lP!_?1&O|)%OeDPHvGI+Y}g;;&t==F!>E8{1usGKc%_PEN+S8HY8ZRUCt
z_wiBd7mkPiXHS*fJelK|Y0wyQC!oi};@H)B&JE}HHx!hLJj~z^nH|txcIKY7#>yMT
zlOhUUihg-nnp@?&BfvveAa1|XBMrvSTLmBFJ#iLYW^}QvE>JJ(qGL&g^_l~#-5ArD
zi{@WxzpdA~vF50)>!QnkosN1Xz1v%2!wg<BJ9Y{wKW2G<bK%{|D@5`(Kj`?(?0VFF
zB_r2W_VPX1S2uoVme1n0xW?!7w`}*9`5luMFOsqRX#cEh=DfOuchf?5)CRX!_SY%A
zdhqVu@>gdHTNg2{lHyK~y62K#kuTa}elY*zM*q(X=UivmbY^-b!*;6xiIwJ0W-%X~
zbyf3C9D5hH<-6$uG8%4z$>%-tq{A51r^sq--ECPUzEtbO3gf$N-trHgJint>usg-w
zr}NmF#m|BiPlvv_5&9-F{aDU?efGm0BATnxOOMU?D{?lwsP5e2SCz-=u6%CzyZcq8
z`9CS^$EN$@llR<yY^e5O(V@H312*nGd2DOX{MB<Dw#?1XkvPI>I9)t2MX_n!h1niO
z+q%29Y<_bouu4&%d;65#d#+lEGh44{l&whUfAQhv#&(qn`nwa}6;)L_KI^v@D{>E0
zS<N<2B{1S`(Ycz<x7#fC+e(-z$J@_)VP$u0oz&}!zBx^XMgF}ddFP%Lsmd(e*>~ag
z&Sqf|+na}WaL#_qA~3_RVHe{LzV~Os;yFIuK5!=C`<m^u7bu*t+T&cpllCp}O`fvO
zr*uKz+53v!FCTX5TDk0C?Dg+lvFu6g#rzsP5{IsIW<B43DnBY~*~5jC^F0>-*|?x6
zNcxrp)2ky%Yi<hIH8o}O%&~eR{A&X9j+EKS52Co8OZuY}x)%q=XbPJa2Fq55zrG&a
zn%Ogf)h#Ag=lIUITWpu^V*csb-2F?>E9r8--1a()x{2m<ndZ)4dEQUM;`G7?Oe{ZZ
z?ndl9b>ply$D1E>vfJe}PdJ}=YRMP3@6=24*Sh~W`jodnZKydZb}xZdan(F!X_@Ok
zX84Nrsz%AI6N=S5cq(?s`4jWjox2ccAGqDeBlCfymG;s0gKsCwYsUR&)vRky_&@Q{
z*ZAp=4(~bYdCw-jU)7geX><RvJ$Gk5>HU@=BkI21`CQ4lZ9DcjxE*>X_C@b=*iSug
z!#hF=j~H{?3^#ZwSl;`WdBVb7B`tBr=L64XWOVk5PRj`{kk2~5kNZnL_wTLStU3NC
zcD_x!d&qf;vcsVk-9=}Edwdt{RcDfvx_j`LRidFw-#!a|(;pGL-*TvlgtTwc3|p|}
z{*K)_+#fnan@`Hs#%%j*#CCa&S{?rm*Wy&wIcd*#+3ug!cDMTC>uq!8wM>^MsV^|^
zyqBV@RlY29;>JGt4aubsul;bn7;96j$dKyQn!xq0;NAYEJvR*|cD?g^dH28_e!~ZG
zD-X@T-D)uDCFA7>t`FFcM%?p=D9HFaB`i8(&#$Gz?n}?IuM%=o%8%OF{NKMvcWw5|
z^WG8%6Q3}y+8h=V<h)bU`b<~G?Qj?77n@&aZ(>rNFSudXJKgn8ni|$Q%d{nwB=);8
z@7ZIJC{UENX?7vkQVX6vSIy%ln@ig~3@)0_c<GSYeC;=l=Ppzq$nw}F^+Ptc{H5nb
z=@oJh9IVT}O8;ED%=Xu*&Cz_3#;X?G`#$x-#dIS@{>MyJH;Xv_@h2^NmO8uD_Nrmd
z_NF_IqCsc=yk`De>G9iCeg4T$Hh1#7wUh7OSFQO|@#~%XwA=^&I=^Qh-;^)x{@+cf
z+N}Me{hHrFE6?g*sjXgG`!DzI^v^q64ohrU^81#|KIiXSFQwV<dVjlL^~#^B3+C3B
zINn}lnDyrVl)iM)wP|f06K$W&-cl@cfr0H-O4pi5^Ci8@3!K}u)Fkb@*)GU8&2X8=
zX}XIowl9a}xZ$<CJ2fZ8FPQ8yVP<g9j#^V0N5^}Q8ed0!)Znb~KgyrG$17oC&By2L
zYo?!zn)){-TK<_}=c1HdRg%X=<xVSSU7B3*kdepq$_s`w@h?A3&XwJ8c{S@JS^L1(
z>F#UKo}O5LWJT%xoNUpp+rt0P3(P*KSYwg(H>|hrwaWFY{G!Xkn-<G_J*Krne4@D4
zo5Fqj<Kvu;O>lE{%PO$0-sU;Kwdi8t<fh$g#KNY;3NCtVt9N7?TZ8fw*Qy0v=4Z9%
zW-RNB@JO3^w1MxAjLt&41-4VdAFYu-b75At;ethTkEuR+ex+<_-`5LzE4ey39W+xn
z-S9neUh-|G)sH=DJcUY}6H31?+9i9%^zN^i^oaN0Zut4Xx}W&Ixbydm(knkt*Or};
zOLm;|?#;V@wi+HHx>aY(7Tzc^kZg8Zl;dx{<@Fz_lQ|zNO;tCqa#(uf!=q(xdJ7C@
z75Bd>x%oiTrQ@vT^;?b4jBdYYlsh7|ORs0GLCRO%CuWD-?4LUx(0gC}=|C&v5yuBf
zlQSm1ZFo{>sih<-C(Zxn_20k?hh15iTZ*K+zsxk6InPsKMo*bQ(8Qa<++ADmbp80$
zB(!1OWd<4cDW6Y$e7fyIl-Pbdw}%lc^CRZ3%vCve^3=gdmU`V&mY3J2?P^lA4?HIv
z=y!RZ?y1ZyBR9+3_5V7H4ry$dq*;1qUS47Ol+DYv-?&)jI@QEY*_``YchjdG83}ja
z8BbzPw=fLee?auheu<}N4A1^wsG+`d**O<W)gPuOXXvKAv3tYuI&${Ob7~7$vxRO*
z-~Pzd{l*LjJuaS823ChQP42U;wC*zyGpvuZ=qV}x#wNbYYU18RR<V<j^Zq168oT|S
z=~TZ<@m1hAw*HGZSKch$Kkb?N=8V4|Cr55^y05hP#n-<0DM#Xx(k`|o*-tZ*KCj63
z<XN^Lr=#MGM>BTMyc62cr`7e?WXXMY{fQrBPdeEa*V%?#xX|hG(#6%HA<2gOCU;1d
z8jr>f_X{VM9VndmwLMF|;2TeT$P~HQr$TR<FCTF53YIt!Yo?-Mb6!BgcABWFW67r3
z4vY6}pLf~!*Nf|CO|BomJnh!Ljk=4nx3m6?=)QT#R_l~t<m#rlP}Y#t`I~=778)jW
zb)`<<y0l^It;*dgFUx8}g|uY$Gu?{5xZNSq)jLyR!M^b4L6Lm2$9DxE;dlIB;c{g2
zcCKCS*F-`CIik9DYB5#IB+lor-lW<7`g4qvdtLnBMfYDCnmpp0qdWglUjL!55lvxI
zPoGwB?8<l|w@X5Pfv&RQmSua6Ir1uBoIlGtLOi+NiDSXZ6}QZ~Y%iZG*(wqlmU>SA
zj_~#szht8}{t)illJ0tey=+N9tfXf0cAh7G9NXU=wn$leaWnheilYG>Gx!cjo1XC8
zlzi)e)12+4<?GH{)i|9~&^z;2FrZ-V<3^@a+oD9RrfoKEm~N{5<>KFyvz}@STGZJj
z8{0H9&uyJ@FKn~Ps(+GvTa@(Q7A)AlwO*b5R_EUP)0yX1uMDf7&HVOj;`*Wm$9blo
zf9SCN@u$_9VV9Qut*NNpsh0gQSIh3A%Sw-Z0w<;AKFvPP+IDP8_`z43G-poURQu@n
z!hL6I8z;z4KfC+uI}avK?kQiU3A|@n?0;kb3yWL%bH!BJUIZ^t%keb)IFC>CFIV?F
z1<5S+-;dOE_a|&_-LRwh%Ax$51^(yN%>Hj#`P48&_`{JSmqbJ)%g$N(eW{omk$3s^
zmCE23|5^K!828UwJ?sDNE$81X*Z8k_>$%CT^XC_Pc0Bjln6qiYc_UT7vIeb~81)km
z1pdhM8E|))U76hBDX>X}z5Ld0jyD^$L)g9bHdkMWyqQye-)x73kZfhaE312t^1n9B
zI>vmaEq6ibjo_R;-#LCU<WG2;n4!Ts$?;2r5?}t;YfCzQ<=O6J4^i{KbB8(W8)M)M
z-lsm<&$z1`0!?b3cwK$}-u2hj10_b^f<vrr7sU9?Gzpxu;Q9B4Pr26}d@O|KEI6aO
z^ZsQE{yern0#ED?%r{c7XW98dZR`7-`%8FEgbO^G_Ayyu-lfwkl9z@$SaJ!*gc*6x
z3R>xHHIr%T^axIe(B$2>PM_F&M26{boLh+YZm&r5#Xq**<J@rNbcRZK(0Rre4|2Ho
z_M}zqX|I;-{VXU}B`I5?ZS_yofB)v`fz>}AZu5TktNRXb;hobSTV0*He^0KKym@Mo
zW^K6s;yHE!fA76aO{wGD)Up1%(J7(HrERYkOc%U5_wVOT!c)_FdY3+UB^Fq;rZ9ke
zqH4EdK=$1R&z}O-k}I>O#dHa&uiVY{Ui6RsnHQpe65akAEZ*NGdG~6<l)p#pwu^oh
z{{82NnEl4{HJ>-XUY$8N`h!7p*c45n%znndi5K!NOj&#Izbo6?(Ar(yj<;o-?oW5T
zZF<;#{{O>*7tf#jf3vfruAfCAc-4CkhE2<Vi+PI0ZmzL8@#*}O<8IO?N}k?6w9q8S
zyu~?pk@lN=1sYL~!J9rgSzKA8&{xbAxNg-0xhqFqwKZmc-+seY!ga0YyU5@Soulz9
zYx)cJc5BIBeJdNQUiV=A$7A!OnqoiS^RADxJNbW(=Lh?L&kL68f3?@%H#2!(V(eGb
z|GfV{m-&COueLsW{=5BewW{g=Z<<!l&$XMWX{hjf{>o=pIsb1y85E^@{qK1t^^`Ny
zZ-2Hw|MP(S|Ign)+VAK5R~Xg(&F0oA>+C4|wR@Pqo!|E9-L8Y8U*^}nx1a3dH|gKi
zlImi^nh#O(n(0w0FSTBGw;HRIGtc|Ir8tG@koVImmuETcFI@d<^ZM;q&J=QYt&SFQ
zogtK!oc^r5HKy*q$pW@1tC!Dw5u$i?*K(QQ4O@(w^v|?@nIhSKW<8Hqw*KU_%bO=@
zi%vagCV5MqImhs@o_4j<PM&o|&aR7D9~xa>`a3{#<|e6-mMoEEjjFnhJ!^7zoLhV6
zX}I-TSG`;9J^P!Dxw?NU9hQHXD}AXqTXyqG)?VimmaVL!+lwE@EKqs+jBy9&uODAZ
zqs&-q^yei`UHG8<Ff;F>chh$m_}6~lc<{pW-vQs}->mL(QRZS1`NbQ}_1g6jm*frG
zB1e(j-H|UYp8B*pQm&y(Noj+WR8*aFnYZXO<7pwRv+q6lB*gRR?OryHt2vBP2j~5l
zFza^MeQ;M?AWy%Htf@uU)&m?_e%ltN)<0mJuEfLrEo1A(g8l;zcK?k6yzgv2oz~Rx
zEcxb~?VRqq`rRkKYHoVATg&J`t|gba|FIDBsWbZb83y;ya278LsGc~lGj5&Y`UOH(
zS-a0?HAs1`O`JFB#yQUJ-A5EAIkRsxe|=?(tiPXcMAVs(tq;O<=D+*RbktB(?C#<h
zkL^B1vbbv;@-1_AWawryesNqm+huXa55q-muZ2@tM013LnNMu+^PTB<!LMMEPx7&*
zB*Ti`W<@tSzj-M&uPL4~x$|n@%f+=`a%a!Ft*%(Tbo;-W66xpiH&^TPE|{ehSI{~!
zHec)AF^-qb7wzwuT(Ge@z<l<dc7o`n)ejRkSd|@kur2)$+l94##`o(Za^97GzP9$k
z!?zmMVMpwOlJ=?{jE>y&to!M^7@GyolTCy<69e^vs#TuMX8n|UCnw}7^D!GKYc+Qr
z&x8j#hf{hVeSdwQ-P}YjV?uk8QHX1rYwYsbGLDWuU;k{KsI+}wq{1nKu7K0e`%LFs
z=YQYJGU45x3GcS8(A+UWZSw_|m@9vxGuCMyx!>T}dPDZFOSCh0AX9o&)#fD6^C|I~
zOV+(~IsJqs?BavKEN2U0^O~=1%iY&mg{4HZZBQ_J>Mh7xvvuCY&c)NM-_34+;b*is
zZpCeu(Eaf(+yU$xIag2ky7-SXqjYGB=YdwufPcL~6Zv01xc|&!io!2dxy0EvjjX4P
z-dH<Nl1@uI|MXX2*%AqhpWB!%uk(wVZct~;eS1JzJ-$Dv+KX%A0}D1S6%9j<^WUzl
z(&hUovTAO_rYlEzxn}9!Y+yFGN?p;l@WtB$$r=|{cODFKajOvI<P1&P{d=M8TDBuq
zf3EON-o5PE%E?L}e8b!hX#2M`Z_ukcbx~tNfmg7)<p$k@tsaMi?v-h{=V+@3UYl%m
zpM74?WQPxyX?8a2)bo0I{>`ydR293du-5a-e#ezp4m|E^a#?b?(=Gh!d-02XJhori
z1Q##3#OiR%ZvR?EyQ#b_&tor1H*vmveEO4!-KSqXbA&|7SVO)Zdz(~x&oIc({oF+T
zJ9eHt*G}%Ot`g0<Ts?p5w(ZMnZp>3;lFF&sBHqTy$i9nFX@Q*D<i(NPI%mZ6!hims
z($)O?6ib-J!uEjWi*CG&U}hCO-C%X($v;iCnK}9yfdwC~DsDSFm-Feg^F}r$-BYs8
z+*dzPYBrbYS^53Sig>Zx)qMtcWmgxj%`w<Dwa@VCrgaQ!cgO@w8g}_al+>-7q8G^?
zWjE=ctJRukX{SEbp4f19Y10<bh1=~P+Xw#&zvcT`F4|(IgF|AJBJbo$Qc<DOD;yYa
z$y|SQ%>VA(cMCHAnexa#UGv-BI&9bN!zsTK*Or*9-0!}&q^o}F{HT|K)t1KF)80qi
zS<h^0JI~dHn@_glT7c0T9!teV1^ngpA02;o?6Bzfl=)!6Wv{F;$?Te?;}VzqKN!C+
z;Lt73H{%xmbSvnP%`r>q>P-`#7Hnye?%Vlr`={m8A~)sUD-=A`qHBKe_1l>K%~w42
z^(MwWv3{~^X@^hB7D2~kfdavw3tiRY#WtFCtE|3S`X{jV%dDW4X=Yb{rPvy%T8k}@
zbv(CVVqVk-jT_<OI$VOgeHl;5Ox6GMgnxOr?%a)2f91Wl__d`=()g~KwbR9aOj3#K
z$_~V@2>PmK@#@}+O^K$hGL2djLqD77elBFK5a;Wh70IM)bo1l_#=CrNK?nCKYn-qN
z^qg$Vd2#oids8RtR7(}<oZzqS%3M%vG?n+Dwb6>Yp3N49%?=K8CVSpvuXj!}-o(Zg
zcUdkc%1^*V*Xnbk^6TTrREihR{2}pug6dh5cl!_iyR4OVy*D%V%?cA`DfTNG>pN~;
z@tV43!ULtssMC5=&c&XaKijzc0<UIP!;XZVmHSWUURix#-_^|j<e$}tGA|$G6IKj+
z;^CLc?J4(L^|i74g?BqEIk`1%)_aG=Ro%Pu+vDZg70a@pX(`AjPt7h8U$;7>g5PSl
zqn_NKUrAQ$Pu$bG{$kG(#Zc>u+GiQVw6^P)`P@tXV5Sj!Av^iWi|cs~Z`zo@?o79<
z4&Kf5A?v68GKs5ZtA58@)|`LvIxy!e^Tb$h{;f+GxxZEKFy1`%&D*}8VRL4Dcy1A?
zc>QBnnul?mHIIyKUUNago`N9jsyFE|M$5jOkBppr!D4l>>#yAny8`FF4!d0Ep{NpG
zuz<02|2B0G&236r$};vVe3iXi*SK!%R*Ul3_IP4zi{c8Ilb&Le+&8eK98#MzJCJv+
z|MJcbqcx7R1C@8jnBIBn<@8$i($3qpjEkDsd!M}O+A(iMz|<cPo0<z)8l@d3i5BIi
zGcGN*ZNC17U#Mp9srr|m9V@LQzFW4>uIi21vcCGrp9$>mAMk9foiZih-R23eOB8?i
z8c8<sg{hreqS;;a%gpHT;gxf?C;cpWb-#euhwl|zg{&Cg8efTDvz4lO-b|Z$`hBIu
zngpdIDkaaAOr9?4`mCC`h{y1D!S|m*ncdHLe@0Gu@vJn)mv!Czuq%bEfv$@ByRRh`
z`Wybg@OS5mnVr>Y;-zN}?OQVCXd|EPIoD7T@tNJP+CsN&ZMt?MblO1<yV>2RnuMpW
zW&WAvaW2>EyjP+s4-=QX&%<9^!;1nFvnTCbQCil|@Z0D4BDte-W!bMM%nh|u7T=mV
z=kLW{dGp$3g3fH++Y(#e29`LPA1&MT)hq3<?zPvGw*Bm8;#ObFr4d_TU%ll-%ca|V
zI-4Hd-O0ayPxykW<$t$CbNqhDfBp~4!&B!n!)`lCS?IA{;k|Fz9>IS3dyM@TiOJQ*
zY9(4{-piRZ&)QbzJ6Xg}ZRu?8ucEguw6mXIVgFrFBrb}lU*dzwy|7EgCwJ}SC{vwm
z`98_Ou>AJ3xpQyMQ~BkVQSGuswrj0&RMn3ilU8rOxA@I9C57@gyj!oHV7s+`?Xw!L
z^IWB^iKik8wjN#>5q<Wv==)V`pII5P-hO;{BloMqT+<!DdrPmJ;@x`n%KDx6k3M>7
z+hTF+SB6Lv-(|Tvi}0>#VKy~~y??dclk4-WyS4S6oSpNNdE8OUi!bG-UUZw7q;ILE
zR<hxcZCZ2qbFYW#u7}!7{dTc(SG=6NU4HuQtkpYTRRlz@eIddwZZzk8d`fbQ(rsaR
z@$kt^haO0Gt)9rf{!VnvTi;L8p$qE*X6`*2^{%3+Ha0POnMsn`l*Vt0J1)<9_os5z
z8r^sLd$#E5ubS#UZ=QAU@lD|!v-2GiS<Ig(PP5P1#J7UA?A44lPI;#yTm9ymr8P&-
z<JuhlUUTW^4Z+Lbi`nixsDESc=5>!v`IOnOzJ2Sg_D!x+;-8=Y@%37BZkL=swlVkj
z@mtazrvj$W-W_r8+3fWb6xmn*W9YKE%)8ZZ(RAB_**u#+u=?vvKdo{&@ZE#G9wIt#
zopmbYWWT+)w_KUjeC)vDI{~wQi1U>2*<1@)z|uXDCA!yV$AZhB-ibL~+Od0L5uaa{
z=j{oz>?^H4%(rNLRdV!npHrj%M!tjd876Uu{G9LQ)g5{!?NWW$1cr+a$Li!nTKNBc
zklLGZ<;}W;zmokNzts6FFDKiHEEf}f|MLA-%ipC=|CN2-e*GMqoHe`u<cwR7zdbr}
z<=m^!$v(OB17c)7HmjBgiFiE!o0wI<Aoo{XefvsXC(BaV`jG#b%gW-+_>H&DUijOT
zclGnvU#Fc_w!51X_kr(PfcR7m-WmFHGgV6!Sfby~m^0^ePM1b~(KMqwRpJM0LnSUv
z;(2^|#R->~iR)J1yk>r3(?`C^0jv0;WoPXTy#8;K_ogouc89|*He8r_IdSi7g|jmR
z_bWGV57@5ldqwV6%}O&{XI5F?Dk<w1=J&1(9^A>^d{}M$#BjEG)iLk(FO_?1?UH+&
zb<NDG`_Hv^IJI7jQJX3*Yr`!$amkXmZ#LVlZm!lSud`H%Hs5$S-0g3Xdq9Er!^XQF
z0sq*n&mBtEI8xxc?fMkk6q#KslvsOSWt7hGncH#8++ek#9dq*06>V*Sb9dL3*=(5i
zav$5-AN!K@MNITuudpe}MBcg-^{vout9{@4`0deuo7Wp9Ri&@7(Y_Ju(&O=W)jZFe
zZ*RQb#2@Ov_{}yuzU!R3tf$=ldZ}wcwaZQ20?S8lzU4S9FOreeHQo6@K<cQ<(cfGr
zM9yT-xof#M&+_0+(aNM*n`du+e9G74-m9N;Vo!J|O^Y^oEwQ)vSoGWnZ~T<|ukxpF
zzZ2rMrb;Y5{K|XL)RlS9-pGaSv)k^yX5NX1-WI!WssFQ_a`){d?yK^DN{+o-8}UVk
zec!sPdsiInxVP*tZ%wRLw6M*guBc-D`01M!^A|pJ3xBV^sdRbS<=TIo+w$60=_kB?
z^taj3LF_kw^mesW_2tojT(`aZ^<Q{y@;>9}a;a^33G)wKTl;#ix?XybZ~Djk2GjpC
zd_C<yshRiXxpUW2H`uH!J!2PAs~BA#cYOQ*#Mf#+es3&YZ;<!jF1lQHVq@=){Rghi
zjlRC^_i?4=K{=e^o@pOr!`(jJcALf~KW)A0`;+I(HU!_X-}iZ&zm3(thMgO>?LEw?
zlN)rT$uGygL3-JSTb1%PuFKNRR-K-(;$n}_(u>MlXCJbwVkj$aNEY{Snd{NLJiEm9
zb<?u59%n4-71}q*o?Cf-A5XMvleujDU28ctl`C8K$IYM1##kDtz38bcOaE$-i{G7R
zeh)N$Y&mOg%&E`~THkJEez9C|@b540oa~1hnG-V%1;m_<UTm28N%U|78{_@!?vHik
z)_!Ar-_cgex!~iY4>gS6{9K(c<j-5ooA<M&&A;K>vfGX=aZMI~T{`9!1s`C%$}wGR
zkAe>S;d5&aZ8Mwwbh&=hrgi)G=r;wNt^cL;=ikfj2bLPW67BQ%ag-V@sQaaKWZ}P;
z-4jff<X;e9_?-9Ym1lQ-&Mh-m{_1_}YgX5re{%Y7?(!e>@_Tb(o%mzV_&e*$=ltZ|
zza}={J3?R`v#I{?Q)PP>m0K70g*;#9xkBIYez9Ma(6-mA>+kL5Yu`5ajQigNp?j6>
zeV43LH$6La>I+l6VYAlR&t4^-8ZZC({}PQ|ZJPdbQTMiI*5U_QG@E>+IPUBXusOVN
z^M(F5#*N=jyzFG1#BRQM%EJC)-nX0Y6|tzAp5Pa`@axR1{*Fs&CvIm+tY4si{-^i!
z#XZem)*6|LC@v3_T4*0}qUqUwJEc>_%?+~5p8a|2obyy_e<*A8C_ejk+jhmWJpIa<
zw)+duKfZMQ;`S%v&mB2VNR_W!EGX9XA(V4lknqomGk3^|t&Mugt99T|%lg;0FY*}g
zl*avk^zg&JMJ7c~H}ZDe*}Bniy&KQ;{C>H&Q$$5og{!{Fs~NqT!9V5M@n7dfzFBx|
zG<%uvwf4TK-<-?ZMlbEu{ANq#zInbT_x+3e?Crju36CBW85TV2*!X`5S0>BXZ+*pc
z+fTDCXE$BHuH4<!|L@#?OJ|y~yqcUc<JpyG+(~!T6IEE`?>k)M%~2717$q2(vvQ)w
zREJ5G();Gv9{BY*Hc3Qn?my0i<EI<CPQAFXeuYKRTJgy$Wm|67KA*QBVE56o&6=yt
zUVJr67x!Sgc*yt04Of@Ho8C`;;WX*4sL2I2+Y7lDGAr$K=RMudCj0oy9IGow)Tawh
zxhNO8V8y)@e&^1c2DSIzU);1g#@(x)XP%Tr!MS3=g<*5Ji#GcoX3`V>!hhAXl{sad
zvC`!`Z~6{P^gn-d?v?IbE#W=YMy*w$9bJxoHE9d~)G2wt(rLX>81DE?{JBr#?!9Z3
zgB+Q}4YoY56ffL5<7)c3S5x;&1U$JZ=kztpfGgnePN$r!H~Sx137j$!kKWMvGfQ&P
z&B!Fa?CI0p1mz^2Hm!3y5IA9bH^;Om6{^-jQfkvRbgFU;n${RxeHnad(fUN;eb(2d
z4}4TOp6t0&BI`-N^WKH7{amS&SIQemScPm~dGY_b^@8nvni5Y}XulSmqUX^Yweij2
zNk^i;T9;_A+H9)Grlh(oMMP0v@}RWc*7e^OmzVv?f65r}GB2R-pOc(JV9Wm<3G-%g
ze9#wpx9;S{vW_d?&MjZ|<3ir&U2mVYM_t$0+bO)De_LM1#kJEP-AETt3qQxqa=2js
zZ1)KYi;lN*cznIs?fmB3>;(yeUs84#esq45pJSZ)Y0LA{d46(?vF*Ix);GDOGA@=S
z&t`m7E;Gk#^E#bw9vKDE5Pj(rCNi2;Hiy1tFx&6aJ}<ZLp2)^+eIBfPPpe&@{o5*T
z|Ht&QT&6uPZaO*7|5$E1{P=I*v&b_$Iemm3cl-J11u_?@&rzR~<2q;UmP1@G`PRjK
znX~xDX&F~H)0Foj=ayQr${ZK3`~4unt+sN1pM%$*^Oc6J!r`alrkk$%!u#jd+nI0q
zf^|f*HKtCog&)h5eD9Uoja6-L?*y2iN;&>*pV9Wnl*RLJ<sa+Mzi8sG5fFU4`I1}I
zJD&sdkE%X@d(E*=TB~Wolat<4=gv;Kb9c{1@pYV^-5Xhzj)zES3+5SjT{ye*X^5&2
z??#y<zSrDSqqJL$dRQ76PpxPxVm{-=b}YZS>0$S?RT~<L4ClTo*C<dF+QoUxc<P_#
z8NR9tKlYtDva97u?!=Y0X_t)!^>R*&?5t&a6;=9f+Xa@yaIyQFN*TVi_-IdBCD+_=
zV_jmG%B7%JR`O*HEKiNJD_b|4bGP`$*d9=r%0F@9eT`e!PT#V#6)vk@_U&8w=>qND
zzpe*g+}0a0W!F!)l^K1kr@z$ei|Q_ZTD^49*2i01{qIRttxIitKj-GYbDgJ^Ze4nm
z))>9$=9NVcbbcB)9e2GD)vY)Arq=&7WgF*pn%du&I9&9(*{;>GPAsy!UjCMKxg@_r
zXu?e6uUjmic|BM;)3kTp_kStLZ;uGAPf7lnzHQ~p{@$ArUyT0ynT3_5#7>d?J-N3u
z-R#<y9W~qQ?XyLHZQ$~9da&L(tF_xldit9_hqa8~PJd;e!g?kwVU5h3mqKs8-!Qk@
zeDK%v*3ONq+*V5p=<a8%Xq{zJ`lc<>=#z->GN;62p$5$c?o0jkjxzbI3<z3t{-0W1
zwV_A)c8)X6^*vk5RYNZ*C~aXmd3ujXYr>?5Tu%3S^&YX-74E9lzpHW~uzB@PwlghE
z6DDoyZW3OeWO;qh));})mL{w}erT=cE1%8$s7~)mG@~F>&gE@=_j@O^Yps~On&<wm
zK9A1yuCnKgE<D^8rL;2j6g$_e=U2s)ZJw!4VO02Te(u^EA8!5fEY*EW&+U&bt91Ks
zv5~=*!QgV%q{$O|%5yE-pE`>j4*%AFJIwi&{Bz$6+nnX!$zPv1wQg1Yob9#6kNT1u
zn>`8+@YNkH|NrD)Vcbr=3Htk2)XVrSe1FkC&m-XL@8$J#bo=N2E4*o@x#-2$`i=E>
zW<Pn~mO8V&{iVRG=DDYsj(RSCcC69Q>~m*8)3FVmUi19dC11I1*u=wPyGY^7I)iS@
z89Qw(-xg<<3#{3poc1Giz3$A}td+i^Gd(Jn>!;7`75nx<<)ko^Ri&(-(7|h=lT$oT
zx%(~^yuc}@cCyP?MeF@c6-zGJ4gRxLg#OI(ymYmj-P3OIkyW*?>(n%sD4e-HIq-42
zwbz<7KcBTX?zeCJ{>j#B%`AVNH|H!pzB_b=R`<j%;o>o~e#5XcEUENVoN8>+)ZI&_
zybnn#H5YE5w({53$49I-7R~<lcj4@Z`@@sI?x+&x`DU)YQHw9e^qu;&h_|=GXI@+z
zx^aH|yXKvCE)J`b7#r26{uZc>?#gQWm$8$7k}8Md`lg^$_RH@ax02<W_FE!buBhF9
z{T=svCJcf<SDn}TZn*69)Ol6mHgWG3zdjKCZOI#FMT`FWqc^suyw44P()3aD&Xy<q
zdXt5ll@A{~ayNPBJqew|Ar`&w#ARaN`6%6wY@Or(qT}_v>yA%Cc{kRcDEsdCp@V&0
zKxmN1vHN{C@(1(srv`H;`n_`~l1lvfrP=wr-};?)u7XOdJ8r2L?lNRtYv8S0&@Lk?
z8t?v2E@FZje^L#LYR-x8jQgYI%RAq$-c=y2ILlU0%xvbx&*6L5ac>lK{2^2J+|s0|
zc8fo!%5<ms6SrNR;5qm1PmNQeH_NC0llI?Y{jOc&u^n6Y3dU{e4L2Y1D6qIYi-qZL
z+N@-;g^6cf^|5@0_aRT(`i*CQyX*LQ-%r#2><?QeZxG#cI#F_a@ybOT&IOBV2>oSg
zc^j~N&HF^P{JCWtj?Dd7;5GMcmr|F6*xTF;=cC!o&vl*{))v|-8`vnGcN6)#Q15MG
zIpZ|f*yYUYrxu8s>NZ9=91G5}+_!K25)<xMhax`jyms`zki(|0VnO%COj*U}8@*;`
zxU@XE;GeF^b&*H;2NYtm#2pWA-=Vh6t7+!6doo^2BxaNgv|cftn_+#6HS^ibe;jW_
zoDYTPS5&Pzuj{G4>A=|y%bzkoTK#oSKujI)*-d9o3u^`DuUB4t`*&LQ*5J-t`rpm9
z0_9bAw|iZgDHGxsvS{1+x?Mu16@Gl$f$1m1{{EZgb!Cxj;l!ycKKtl3$xi;ezj*Gu
zn14>HucW(z*}eIkuk(j4dUwQP&I%Xb$m&xUPA)IcwGy#4oEaq&vO7I=QQZD7<||z8
ze#p&V>2h}OKW&YTXDTz@e^!eYt=^Ze`bx7uL3EY!+W1GGwF95?|CL|ma<{iRyhLW+
z=E}_nb-PZzP`kVRnPS@!AxG{r$C?^0DLiKoS}y3KJ*TPf5PyV0q3g?!1sR96_U;P!
zYOVJAy}Iyp+gI}+a1{9{{<pARyDU7@dhOc_^-Wivs(btuUh>bq>B{9N+Sl728++Nk
zi*`ThyEUH6C%nkn#F|ZDQBz*^I@5I1po9J~wM@1xkAiLle7@Ci{y^;GTQm3j^6JDg
zH%clyIUW((xX&-5ps3Y(@5QZ$5|%2&q~}K+_?68c|NQTL={u}Gnj(t7N_xIJEiX9z
zMC)j*<a9@~?m35)x{rGJ8ShfKqJQu)|0QK@&mVSo15?EU>eD~gUQpO{Wrmvn+LZXz
z)vFy=owXBLChGOGk#+xF^B2C;R!ueSns-FJ?Y#fV^FK>@?pw?``#hy;d*nhFj=O87
zD0h9<-_ECT^4kKF_D>P3w$FQ!5*u#4wa)d|_H)AfRW<)aRz7;cquv`Ey6O6xCgaK3
z5q4p(Uf+>A7N5WSi_QJHskc7KY|y!!yZz4V;sot;?L~htNwi1&?`*8?3*V4GX>ma4
ziTRu7tbb#6ozuI0%9ce&QYEsBm5e^F(^b{k;~i_!$JHCYG2-w9wj~XxlLWH`R=aJx
zIhkkWVZKDC_ib`hkLM{|dmrp9!XP%)y=)ab_o8sYsol(B-2I+`p*L>&^-CGC%Q!Hs
zHaqCO=|sVg%5>JpT~3?}%Q<&2if_xw*r|HUOD`pMN1@677oLhH>jc+)3+2#_4mv$o
zI%fa&rkkZA#@3tj&du%Kkx?b;wIp4A!6_s6INyI~3SP&uh*r<M<-K%P=~SMHAGM}A
zUotbUk{0>)|L~MY^R7Der4%n@yP+vH!Lrzj=hy!k%n9#a_VL{Nw74lJ?MJ@5c~rRm
zwf+Zf(^dsEU9jIdztu}Ne`@{FC7r2fbdvwcRK`7!wKO^q8&z;x<nG>pWm?yM^wn=V
zzbn&H=WmeWO^-?C(?OdJ0}mGOUy=UmR_d?z8%Iuj@&3Ma%lTxDAFba)IZCviuTl`*
z<jKPCenp)3pPhrJvSrhuor`R435xtlSQMRd-mIwV*_{Q8PE2a{o%Q`7n^@thS=>wS
zzIK=$HJSVHpVz%#_kZz!&M|HAC+ScX=M`5^89rQH(sp?ABQ7@E6j8V73_)KPD{I7F
z;5V^id1-ZU##HuaZ6U2sAO1XVS0<l#d1G~ec2vEXuaEtQe{Q<F#1j84?g%Uh@;tlq
zbdl}dnVqXkcO75%ZSG;_dV$AXs=GZzBm7Gz&E#S{ET-pP(l&3gzvhkE&4*gK`NZ!2
z^%8RtyRgT$Sbd*F)yKXCQEQ5O+_>j%p8RNwx6~I=jVo);23|XqX3O<P?E2>1$~@EA
zRl&wr9)->R%^-4N;<tq=&3_K~ScwNzr3oH>QC$`P^v6-=vwETzA`b5?-uK>ciIBwx
zx!B1j_mr%Ea)vn9UfQ$zM8;w<C->0S^1YWrc2Dtk51p7c^XQCMOWy=NzM^ONf7bHy
z{sQZ7{FWd1&S@B_Z#k$ams{eItFv5cf6tQp`XRTUEGX{I`c!n`?9yEeKXOlJDKw~D
zE<Mrhi)C+oN^Zj4AFb^6okCaVzwEf&81>M~Z@YoryQ}rjukLvp_x1iuMW;Z^w7LmJ
zi)YFo($x8LAmglN{uJ41`Soo-H`eMO{JOI2#mYq=1b)aWl)j$v^C4ewu}{m!SCd0a
zXN136^nSw6!0*-`qBG>TzbJEbwN9!FuvyhVul3C?%{N~hIks&{e%79?6h1@#%Nf^#
zBVMbvKYJas^4lBdwYfX|bnm>Jd+h%<bKYyuej2Y5=2#(o`>^ThsZ2SQ8;-3BpW41!
zct_6vNv~L5uPe?jWwQT%rab;u|HHTUWyShM)mLQ8#qm#Fx#+iI%|=b-tn`{4Fa9~I
z{;m1t*!cHTzv$ij>zB?yx0KmEz~LGrzl^lo>F-**?qAU^Ur`zEdM|Fn%YDn<w4J!F
zd*=96F20U`oXgH~#m6nUyC}Y<=?iab<2U<_w`?{l+5J4W-|1@HS_clkwb9Bv66SM4
zIgXt+TD<q$gA-20tj~<Ttd9<q(GGv6erlP<<TIM=S1Pley#vB{&iP$VGr9hdf3@>Q
zE06yx|M7+$-&*&?eobHfysL?s_W!L`FV5WEyXHs5omV1jlU-MxUsU=fGwXl#mc9$m
ze^+0$TJUbNZ~FZ26IADHby(5-)%o=aAI37}KNqaN@%>p?TEn#V@w(#N!XJ(9Tlx&b
z=DWV0A^8b3GFSFBY{JjASKkCXnLoYF`lEHNl+8rnO?UD-HA3R0ALPH5UDCx^w`ux*
zjRW@QN*<W=e@NbSX*$b~V%LTLpEB5=++uQ0Qn#P=$L3!jgdf=N_U)0M{-g85b$h{o
z|I=FbfBg5$Uh$u-=^OPU|Aim@uT%WDEME1}{hp8i>wf-cJgE3!Jy&X83hJ5K#s&%o
z3Phc$ZDe3<%w=cC1=U|M=j~q4z9(J+I@{I<e_#sam~`+Z3zOY~)+Nd|4!;C8iC=QN
z9?qMxW9RINmSLr(<#rDkZ-&V<3(DEe*!}$apO5jAKV{F{9{+a7Un%bYrAKG|kGuEJ
zFx{?1@~6t-U+d=G+xzT1^RMfFD!-j<yj%6LdqKg$y1j|Nt$NcJelLF7m~6+rckXZd
z_<!f8|9|`Re`V(Oi)X$p{<l*1^mEl?%cP%O|M|DF{n`F_{mTDO{(t{3RNrcR=SQCW
z`s%l@#Bc5k`fpY8;n3^VOM?90$1Ok4eCflklHE6+N1Qj7&$?mqF6m=Q>5FeUOvUk1
za&q@K_eaR;nCHKCub1xq_F0vy=RsBW-v^I&9`$%(D9qmXwf9v+_>0eXI&O)}Y-`^>
z^TPgfJN&MPhU+s4Zx-o);1O%O`FL09<J$$>PH(znu{l?2vB9hD?(bipUdMFIQ}oA^
zvV_*CSvp^};uc+9XtnpvnKilhzOGOHt8lwq!{Y8MiTwwc%I&)1Y<}_PUcTf5_x!iN
zzP<2A_FmxxzYU6WUVGZ=MjC#!e{VOvB4es@f#;D2@0jem8z(qb%+ddC`g&pZ>$$tm
zEH)@*{2fy)%PUd0Blig}cQn_@3zxfR>y_OyJE1o5!?dLx=Q}r_Rr@?gvN>F9o5(4d
zyq4f9jtkE-o(b`-2{t>N>?^&cum5)3#{-7#r>}+=eP6qr<8BkH%|1Qu>6d5wG&ioF
z{_knvzgs&tKbsl9p<4I$+FLtj-};)sQ9bABUk~<ks`n%e)#W+t_U_OOT@=&s{g7wW
ztJg8wKkVf;?pbMaIkrjuN!{P%`>snqd{~_+kZPx3JU?Rk(~}#LwnwpVyAcwzzH5=x
zfv;T4r|)ty3A2xw8!EawewiJc!naqVXDT*YNLD^?Uzs7kdU3!(r}#xTcrsqg=#|~H
z>N~n_<Gd*K)Y_9;y@fK2Ym&pR+V@@!m-m^t`hJe&UkkCNs-YY9T{~$Y!MCX;r~lMD
z*`k=K+xDmbUKAYhQ$D_=OYBA_e@>*h($4-ir|Q{Pjh>!=d2{c}vV7yxsA-kEay#eO
z?)+7H)`7A1uh5HRj_7NDr>)ra@K|tyX#R^my$>?^?;QE+lb<D!bL#Roi#_WsbB$lH
z%$~c@`i7aHddQ5N?K5)t&;MjN_2H4U)eWHrY2H%hjqc{&Yir+bS-Q=)%39>=rg>j>
zSG8S#@MdzDt4TAPS=&ecWev65(fgAs9~_%-c;|B2Ql|MyvQ6<^E&0utH}`J-^!eml
z!>RqPr4Gx5W>n5OxNF8PgNTN&2K;lZVqS%x{Q9}9xMpjYW$oDqJYih5lZ!ToM8(~o
z+M8MxY;)|o`NAz{KKF{L-#C~e((#ciZ@FfU<+68tAHH4}KfZC5bExA7XWqH)Q6HQ)
z*zxWvuC-5nyeQHq&vGTp;-nW394qENo7q<Q?D|pWlaG!~wL2hP9_a9({biTDa`U}&
zZx8Ielsmgn{A^y!vUBI&F8Z4@eRTl$p|i`_qC#pfI0;T_+ubm?K1m=V>^67a#99$?
z>pJ;w2mVww+HU8T=bv&x^x#8w)!n!A!lrr_-4_*U`5MOh?N#ga+nd&UKYth#_&Mf)
zQGeH;v%4<Z%y2KSeA{lWS+e=3u<vXiE{#2o+}Vrs>O=3JPgG<|+8x9Cde-XZu=Skw
z0spq#PTeh(zqk9rzAnC36*5&iQ{Svy5w=d-WMPs>;N&j%3BjvwbTL_moo$>M>S^%s
z+E1Gc4g3jyjmvlNhJ_m{7rX8e6?Sy{alC!+p?cX}9VHJXFI>=klB#DmOSPKid7NVQ
zin#rJ;$FwBzTZ$hdYdax@oV3QWWM{X>l*s4uE*}NTg`cON7i2dNQq2NUb)K~a)PX%
z2bi8bD;TmcRlMl=E#nv#%j?>5H~LHNYhB#B{6g7o<r6R0Ikk42)+@YosPa~{f%mip
zn^enAvgr05N_3xKU7m3DDMwMCv(1KeJ(m00s?&Cgij{fmBnJNw$@0FkXvtcePZsf8
zZT0RxFP~$_H1F^3eR1!2Dn9iendkic%>}jvTqWO6%?nyK-R`8xJ2}ybnZFrc^H^A3
z;MvT*puo|3L(Xq$O>4ac#TOenZq}~<`|jyomFnQ`WB>fNYFrN#jo<mctll+vmfgBp
zEEf3!cloW=`24K4I$CbLd2#Q*h^z1IJl4i{993Xac>6-I#9Lm5Eicg|Ud!T$x$Xzn
zV+%4ZJ}=%-&8jRW8Z^&v&wIfqYnEkXFY!5-*0L$$*^51*TIp9-+&wO)sLbiR*y_4X
zPGF)-<K2fv>u&AbnL6!51IJ9Qz8Bw$gjOA5D=BmneDx}Ci(TxF{4E-1&K*{aIJClK
z-fqWx9-O_AbG`qiaq7y>?{2=u)@t6kZ`Q|J<tnx!$0xhyM}O$sR?*<5_{uQE*G4>I
zf6`$cl_M5Wokov$*)B3#uxsO;rw4X>m<Q~?6H~S>@bkwR>9=YY^a*V_C|t36ySJWF
z%bjfxmNP8fmdgHDTFkkq;ppY#k$1Y3PqI}_my^lKUU@cDdxLrGmi~IS?6h^wNnPfJ
z$L1W<pP7;MquJ!)29`HFz8pRLPwry#%#zi7cb+C$efaWo$KA76G!k>UWK%_!O;rgJ
z_{r>+lvv3ir@1VF!){vGei7bonZ~*-#jQ*2j2-nVjufVE&YD<uRg~XytDw_A)f4Fs
z0hwJ23cI_ct)A&$e*dQL$C_M`6px};O^c7|+VLFys>~aGzG~^hZ&ME_`n~&=@ND{<
zcuy-=mZ!@(&m^1fztKPIbwTX*qUTvh|K#mjH<6>W_Un?@|7>=>`;}Rz6}$a)756+n
z`AbXQ%ALC<WLEHLcXPz%w;mU&V)a?vt_k|RUvV+S{9~!&x4Mg*5^HZSTy}7VQImvD
zFr#(O?3WeNlAlkz8E<TU{l)s=+?Hjk3hFx;@5=Emcq{puW2bvci1X#zZI0K!OHcif
z&-JeVwgUgdZ+1J(^7KDWcwjgAoa>c?zfT3cU*u6YE#%{U(L3&Juftit_d0fW&Et3%
zeBxf)m)Fg|U3~9+)%&;f;NKlN@A%%8|NT^X`BTG-qpAo0o|vAsPiu!fbE-zYLc$l*
zgMTH&$~HZ}^x&UDn6TR?{f_VE;_Tm7vz7-I$nQ8}x+wRvoX@%y|72NSOUo{{|G$_q
z%KVS%t%`o$ciNwR{XO{iSK|?tg!SfcEbq#!Z#Y;xOCf5-wo^iXyI%a0*=xdMI^%~T
zUrk7fz0=wJ-gn`VsjC`2c-IMEae0`$=(qXYXz_MgkBhZ_|1$LY-Z_grdi3JonF+n0
zLw_erZui|N{W;m@hxNZ-@A*Hw?U$EYa!&jzTj=|TiT6H#ynW0yyS#aq(V5u~ijr$W
z1^4k5-rL1}tFbWJIYVT!$ouGp(vSAIU)X7}{(@b}9P>qNoS#ZMK7Vuk>-GIe<;-(!
z0qsua$EWYs_;Nc&@cG;b=|6`o^iOUvI49^Eexy=4^3}(}dlDCO_i3JszW(0)c;)Ve
z)w1^6I^TDG<~refT%Y&zs)D@Fs)2FsbNN4Ybr=-58O^vjTjY13V_eZz)ksw*i9geG
zj(`7sx&7zX>iLg<b|>u#4OZT?aNSAe$xpu@-q+jr@tDWzlwGn~>F2^-BWL>U_p2}J
z`Cjv3+t2q=PtU!~n7H(_bn>3p#S68Bd_O<?B(dIL;q3Q4AN%I6z4N~7V_)Gqv;K~c
zt6uq*AFFsfX<Mq$wKvBqrcRGGI3?_2mD3b*dQoq`u$;}J@?#Y%FI^Hfy!VxxPv=#g
zbI*6*n^A4sXWqS+J6C<C-d~1$g1h%bi#t6&{AlYF+n+Z@IDg;!IQP`^>($ct7uLt#
zJ3MuJpT5Pl?H^gw@0qZjxcNX-_P|W@9OG$^;wGQ}8u$F&k(u9&UwRv_2o2qJe#%6%
zsJ63R3(f`}Joo6>Rrj4Oe+AQ-doI3vbMxz#kP6$c(`P6Pq^*6Fap#;fd!6_{uEb-S
z8k$FWBhT10y_sLN^6R6;UI}u#HoJ1<cP!hmHhhLd{t9N6t@78xXP@Zfc&h0&N1~KR
z&CEkRvSXuNUX!@4s)L0~TbYlws7vhgtIys~pP~>EFCKbh^|Ze{T!()Y{w>=vbC!Vm
z2hQHPR(lvtox>8R?(F_;eCYW87mw<yk6Zi~;LW>tuIc*yMKXbRMFTp_IFt_AeW|>!
zVc^FQwy|>ohbzB<nQ8U*j<>wrOV;EY+~`^3v}r?V{DYr6wuCfw?0R|RsvJWw*B!g!
zKV1<u8@P+E&%9v}u_w$gTu=0PO`ZIOZTpSu`n+$sE&lcCg#QHv*A`8l6<wtVxm+Uo
z?`Y3(eEq{wX4Si!s%JL!Kkw+X3RmqmoUtfjUhlylDJ+$iXPoW!a`5l;P<1JcexQ1*
zV!?)|0lp%__qz7YF`2Q!A+e8tcksP)XVWgvT(e7P(cg*&HJulQ4Le<@msAEEi*Zs@
zUq3%3gGK4_le&^^tS+~%Hx`?|m1vG+JJ)XcVsVT#U;JaOl^gb)-JkiD{kr}AtmzYS
z8B3<?@rB&D+}5y4YWf4NqT7>>F4xe%FS##y%C38JcQ4fVc{lI&Bz1+&%-4LEs3dWG
zIPl`L+?3x8tJmcfF?nz8d-X13>3XR-tIMs0p5+`l<mWYQ-3pnsnAe6ZdT&o>oH5zW
z>U5Or_t!^m1wzbI7RSwYD#_^T;;WGpjP{bava76i@BEu}zZP9z`t7%NkzS(gM$Y>T
zYfptfS+j1z3o*Sf7S>$Xc63^NXwzDAL+|`oPc21dx0*s##`vO}-y{wsEs#92^1@vH
z$V_b|(e$UYo;BPPn4`?Q;f%#~>&Z*sE9EGu%eW@p&F%Pb>xYo`MYCfXKM(QiY}tKx
z(xmpUMy^+$n%&BnZ~xrq_Pt!iG^yX0xu1J!XqTs?PK!;Ikxn{!v*Oed9<j_jq5cP=
zPMvu$b%OHcqvvNYxG?vqz#<R+XQ!=_)ZN!lUa)fZhL{#xtusEZ0?tL%tzKKE&5ewc
zXA?2jnPkBnvHyZuDmQ093s>H`kFOuuZWGs=V)|Ms$D&Pn=0CYDjk2AFbKD;3M;|%l
z%EoPY(tkll#4lIb-Hb{af?V^0E_Z9CcqRN*>n`z0o$+?!r)s9!l!QsA1)nU6TXajy
zDS4s#852i8{hTYGU)|Ky6kjZ`T-)_Qk5a+k%GHy5ykpeQd0Ff<`pnUHvpHkuJLiLo
zGkzZtx-vbMEBH#(g$>dNde&WT^{U{R$1G+Wv_L9zjj^cKx>-5eOH@U<nty-nej|Fw
zchQYE>&4T*`F)%!eCgDRe^a-wbImZ=x<@7G2ZwF7b`f8=3wxSa*sKIrwTami^43nf
zvi+}{B%{*FxrQ&S-p|df<jit5yOb@Tq*w5OPxdtHjO|IR*#;|vWY_YuP3LHy*tTw#
z-o9hc*#x(ym1Lg(cqwmH<NZXbT!ZX&O*fY{Wv>bjRywQFY31P~T(XI2?X_3i-Yj0Z
zu2{~H#W<foLvXI8#?w3o?XFXzYOlh+ayjyGW@T`#GkAXPAhWlchE@LDLOq#o+s{u+
zbmr@-&-1g3)!Niz{PY+{e))wdzE_0|Q*?Lm1n0=AcJ?>B`4xIL-JRodv{-(@UbnDo
zC13MD%jq3b*>%49#MG*N$Eq{r|F&22SC)xw%oO2!Q#a4<(}DOmwr?Ia{@?Qb!`rLo
z{YR^x9{YH=x}x|@-yH29HNUynPSkv;)S%?^dBKjeNt!brxg9yV!q{l_?KPZB|8cx^
zcM9=gxNGdW?ewko3-`5h6ml6K8cW||+wLP&^SVU4c+vaM%rk{^7OdKPa-q^n<(Dbd
z(_?F5L>FH8QK8(lW4+T`v0@dUj;aTTrbj=i?R3&oslUXn(V3^sd0L<6tKy1@5zR-q
z&A*uicwey(T=Qt&&PD21Ro*_4IL72MeU{IWB|>Mvsx|vhdwX);w#M6xYn%D5*Z4cI
zD0qi`@2gSJT>QTJbwt7T>@=PS3(c?0G@oGTJ*i~DYo(hK8QZiu&g`0@`rvhK$lSGg
zcDr+;*Dp}hOa1b?^|MlgjbQzQI=*;os|W0tES<{dTD%tuzwY6{QuMDh@zNUQjx1N%
zkhy2vpRS(3AjAIhmF}W<-1b^!krT^$IF9M9E?u{a^WVK2PesHy%B8Ym;uSk${SyEG
zIJoh2VPE^%hrbqWRdcgFe?;%3;N>4&LdD;dTV}mK;+?GSQ<?duNQdR=8U6CBOgi4G
z{5HQWe($~U$TueF^)b71K1JHQl0*(2uborOH)H?r^DiIQ^z5`d=Pa9AJiTP5`$4Je
zmQov*ss+Z}{933cx4?Yw{MtE7MWY@)wQ#xir+nQXgZ!Px4Ojf{lwTJ2Yr6Z%zHql$
z)d$<Z7w$W8QM|TE?Aeh_x6l`Jeww<@eie1l{>j?S+2&KOC+@JF?RlK1UV3uQ9XA%I
z#loRFvsQSVT2hth<0i9iQb=;_x(L3Azj>3NT3)S@`(0ywMvZfp;fJMXmN7C-J?~j`
zQDtRjIoEG(^^+DMb>HU)yx;fSH^_IfMM`||`+xZ>S_3B5FSu75yM}*d>xbE|?|y%L
z>t4;T6B+xC{}4`k!lUwK?~>R0lWxu~;T0)gA?3I-x>)EFXAZ|2lM2QsZ}@xGggrlP
z_vB8V67NfnUEdC$U;FlTd>G%niBGt{c1YgsV_7Ty(K{vK{|U~()TIv@^bWn*8tu4C
zLhF;$eQ|-X##fJ>PaK+G7CrsCYyJnv_NC3SjQxEE<~P|F8%=c7X>;%ElahJ5A=%{(
z+Z^pPeuo8CbxmF1@9^d5Dz%GG=g;_A@pO~q^^djDrkD4gd({!EW*+Ooz^@W6dA!WI
zp;Ksn^t;y&S5zH6mTdi@W8%D+b^AQFur2Q>;@jzy{yCzviOJyR$K>5YjkoWzmnk`H
zls*z-<)XD{*Hnd`qf_rpJp9_}4dZg|{{e@LzA9@<xSrb<5;5m+mr;h0P+iKpTPH&I
z@qVt`BPg;#@!s*uP)A(}7q9mWd{f@8XTIV0?#l_L&6Yj2ELv|*u%1t<J#+Z%MYrEl
zi6&dOE<Szd-puUyjb(TK2F{l*FF5C8<?zOKD%bArC9-<4x1EBvHy_`@CCI{VFfE29
zezUcN!#A(n$`?d`75-1)pY^KZ>hpLz*QDRu#IMdfUB3F=#kG@ME^H6=_2<*nK5<#F
z*8jtSOq+%YdTCnzeAS{(M_7u2I5iv8u7}n;rskDAbMl&Vb^eYwZ4cDVt6iQc-de%4
zv)GVNWx>~diU&;DObRDAACc7QJs*85zpGi`g`nu%?Z4;AcznC%RCSwa<J4b;VyFCL
zGMMzTK+~Ii0&{A(r>?Mf2zaAArP=iIrP-pE32KIxm)nf29e4j*Cv70m#n$yxCWX7U
zZs)Y+$A8_C2p8TOaG<K=X@O||fw0%6Mul;6*S$9?{2|hRn)$BelZgTW%_0YsD__~j
z=;fq^8H$HpnNifFCUSNwm-*5gEO{k2&uA!pQRLj<w9d2kiEZZj)`W#B>y|ga+mrhu
zVgoDx{j!9;+X{NxG%8(v7p|7GyKS8mFY$cW)RoR6K3}|gywomddb<Q=7|8In^Mx1%
zI?V6Nee+|<!Wo<|*I3M)qNCt`OZ~gF%jt=09BpL2uf4OdS;Ebz=+Vnu6SWJ>!ji6j
z8-)w&W?S7cIbQjab^5}BeQjw*9H&%H-CmWUv6<id(DsLFJthGkId>$NDjq-8yJOxC
zMd|Vff;oTKG(!XKEKO<h(c1c9hqq058IQq<WvwUjL~58?as-(dE>O*0e@1ZQN}jJO
z$&2+uvx?f5_sY+@U05K>zg_#pEZNu=r)3u;${8BGWJ0f8T7Pr*^mm&p-hSFvuHS!i
z_swf!UmrPXaYX(QcYGKlJtaenL!+mV^ZdCfA8h4+N!aS_iky1sQSj-PFF&n6IMXAt
z&U4bYMg9sEhMsn^HJ`Q9LuX%ae`9~@`#t9bkK?7kJQd4!i=R-G@@jeIzI{E5zUbWC
zRYmq~SASL9Re9F^yGO6(q*a%~+_^WursP!34o{fAYvZbq_bhfP{7Blet8nAXyK!ng
z3yz&jO%z!qRV~){S?t9Am8aGOdlosI4emUZV}FS`IcL@;Zr6Da;&NuaoY=87X}O<L
z*Qz?(gr|Jlik9m(Kg~<-dvU@k(}8`uLu$2htX1$8{cWd1Jw!iD?b}+bx7a(;dCIJ}
zoGZfTsC}NFeDd7H_dRugd^LRRrk7S9<kS)@VY+R0l5_fum9iBt%wC(aX|q0*sm<iu
zy!*XPjhb?eh-cp7oHNf4@f@GAN^|mttV27q76)(dJ{mi}a+8sJpxvZ@u714=wyP#>
zsbh-&yQTZE=AmfCZE9~8sz$|ZxM=ZNODa~&vp0IduFO!2SdoQQ@ypGRN}Vk=6%~q?
zFx~H0w@&Y<`A^IHw^vVe`8RV<-j}Img*pb&j}6vaFFX<~xkk%2-1NQop(gKi<K3Kl
zb#7MsSHv@!+F4ikFqehgUS&D^X70R$VK+91`>xye$!7P;{n|ff^xgg%tmpRrd)wl&
zzrRJVN?l*KpJjIR*4M``1pi^v4XwQ%Vm$HI6CLAc>}<@REe!ug-}*ZJjl0_1%<KA6
zdlK{ieJy%^>#MWvqQhl>Jq$M4Zp!-bB+FHf<ps|v&Dl4z0<AOeB<wWflYSNFYUg9~
zY*Xo~*!`7a3R4YdxhzV*_+WQ-hs`(DSp^QF#b2lP-TLaze{k)|!@1v=aqYQ2UE=<d
z3wuk$XVz`#`MA%};@Y3SvcEC^qAV4ZFWKDw8vOR0{GE07Y#ZcmulsKhzo*U0>e~jJ
zEwTS)_I3AcUiiqoEp+4JOFbE~6SB2CO%8o&-}ZX_?iqgH@1&S~f98Hd(v&~<I)C-y
zZQcL&mHj=u;@sNq=B!sW!Mp1&1sbQb-hbotx;Xc`J#YE6Z;y;yZpYmeO}F^Ft?8uk
z+o^F!b1u}Eo|Ju^;!@9i!MOLb0jr_ff@8tfD;xQ=tObjtrYdxHPRiRJHof-$o9Ow6
zEbp%ryV<@dzxoYBpM3vgzDWU_@11|iYji@j$h~Tzxkme!yeXMi_b0bJxPCfu)h)eC
z7Po@=)~^sqZ@zL`aG~QC53YyzB*fg>XNB6Wyr7XHd@tPL;<|#i{xu1+AAc&nSte8C
zC*$V7CfM4Y-^!$4VY-w6^IA{0XRD6nwU!8~hFtt`_MxfNlQM<XikBEzu6We_lsr+m
z=ZIbGVTq8napJY2zo)favu-K&tz9h;df+14)(2G{2UoV}eY(UF(zNJqg`f0Q58L>O
zmSPp&4r>+`R2EvN@jXZkn`--^boY@TKYN$=^G(mz?8ra=*GEZd+J)1}EeCkHW#^h#
zJhEDoDadLYJ$(Ut!5i5kw(jM@X7dwYl;+jyW*!r^xD-8O!R<5gHGe<*HqSh0T_GZK
z`=z4Zmgg-sC7&Mc-1<~z*7T(tWqmd`%U}2VbSZaEzxrS2)iL|0{tL_$%v-Z>{=dS1
z8?;}@uNJX(|Np?L&i@ztx;qQQbmy*;{4IJrxaQFl@respnH<#lx9Zy8bNZp|P9N*b
zy@a3aF#osW5{vmORp);(dWYMC|0l1I|L}0;f(EzN%2QL=*i%_^_M5&t_U@k5`I;4p
zV!FyY^Xdv#9Co;SOsOKIO09EQ&A~5fXJa(hf4%nW;89~QkKUOQMura_-if+Db5aev
z*^?4~{<3np5T1QyY5k#V_Md<AeQSNTV%pQg7A40Qx>%PSe_Q?H-to+qx5u)AdIFM)
zZogC4Fsy9Y8(-42jiYQu;^RHtM=!Vc@!w6ex)+=K(9CPOxV1#KgWr|>-vUMNcpbL8
zGk46pXsfi?><Nc&c~nbqxTLdx(DBJv1ovP4KFMmEyQTN54Yq5Yj@-+bx1=v&<NuhT
z<6Exm61)7tYR}(!)Abcfj~JM@t(hTJ;ql7h(*eeni@Rhs>y!F!H+#x{U70JjbhW2!
z-wee&U)|+uTwmL);g?UA?Nu%f(Q}w{enaRMg_36l5qonsik#@WAuG9O{uRdQuMQcT
z^j#6;G;G~;#6an6V%Aj_hb3K1D;IlRXtkR#gGFWzLy$X9!@G%AtHg7Jf84ro&(qra
zUV3hr^CQXSKeCeCTBKA;WehFy6iPeXrasTAh(Gc<!)9f(&5;vrcFwOBXzAEmPd7D8
zesIjd{etOpzQtDMf8Q{(KkciK>s2qkkf&etvGm_^j)Kll>&>Glex8-^$#3sGdD-or
z@zQtmTkn>Nobvx4QnH`_xAU#;ckU*CA6~4Td|BN6`|4k63gUOyzql`b_j>MZmr0Md
zyL@-m_<!idzKrYNKfKsiobmtY#lK6hwfz3Q==bf`I**e0#IyT_?o7Y^=3sok|DL=q
z|MlL#TQ~kSj9A3cc#dPwm%k2myDYZFH-$T9IYfQ^bv)^}=t{B6#@p&6bL!Ra{E6N8
zcl+s(S2vBf{pUaWZ8y)7zVsaX`TcKi-*voMckJ6||L(WtZ$DV>J=GrmOm5<|KBgbf
zS7%-I*W)T&^W9^2Zn}rBO>{0x_x<gmcegmUO#ODiY}U8cz3NLZxJ@>?S9U97)sI!i
z0s9v8K0B!Y|K0Tev%X%4{Pk#Cr$}NDi|jJ%KLxMN{dP^~I&gi<#Tcu7Pp5CW_~!M^
zCExB{cQc-~<lN%oWieIS@3`HLAM&>6s#tmdiv05PX0xume=yzMw=^Wz#9C0@B5!f#
zWPg+TV-J_9++Jd+F8^%D<z)LAEmswH{O0$&6cqnF>fnC0uzk@BzrWm+6SMi$-Oqo5
zo;2^^^@y|Dk<TwZqyONMlVZlQ2PNYU{!&zU8<v>7@`j_6mGZY&dp6zE7gJY$|L4uT
z{21$xbN;TqVcB11<5JS@d&TjI#jVq=KH)O%46kSKrd4RI*=N<Vef7dv=VxDeTc(Aa
zV6LmuTw)>8_qjvp3@^*Z$tog8^t*z*mpq^U&7q5#+i3m<f%UPEWFvG>XWQ$Xu1U6g
zdvp5g`0qZPkGUpB@B8`QbxMKg)>{RS4Idx6aP!3k>j!3%X=Z!VCBEir&)XB0XArhc
zStKT;ea814es6Bi-Er&tlBCKs!FdM9EI+(pPCIugVdX@|=U0rB6#|~~uRoZ`p;eR?
zF#W_#_lVz?M?M|sJ$Rwi!{7QBi=EreE1WFWMQdN|I_URYvA_Fw>9xHxGv_5JWd0U<
zk#PEyb(htqqv~tU#EKg(-=O+#S)<enNAs?w`y>P(<n79<y<}JAJb@`H`ofA|bJAbz
znmDuj7yE_M<a&+_7L{B78&rC1_Sx=QH!I5h+$D!k3qE=_&DNIKbCxf5y3ae?U3y#h
z3g3yjl79X|>Gf`f*y{>QUQ0#2+!ecJrD<&VrdiK?F7U-p_u8x)yP-Wte?M1YzslFt
z;~$GPW6L>%CubjcJgv&-`r6lr0|jnXD6BYmJK)fw!jijQ0t+^&^e=wB&$spZ#`xFY
z{u`U#cwqfM*7SzS)$;2-zgA~&IBNE=f9*lGki)ODHZ)pv@?3bGz2T~@`ZbwPC9$&<
z&P(M~2Ye8{RaWlLYqs!Hd_=Qv8-IN`uUTzgtW5azgk+PyTcmPgXBy0X`us{l@afP@
zkGPq;HgZI-+5RoMdxNa(j}1yW@9)=gbNoA^l(Tuqk{Pc$xSsx;za;a&s_P9Ukt;{;
z$G7-icxB>S&6V-%boYk0`7!a)ExJ*=U+$=SIzP5W*U{$n>xx@<FYNbwf9C4L$W~qR
z{cE|Rzy7zKv?7;Pv1f(t>x;%xrw(`A`u$K}-YTv>{_Epco^gxQ&THjFo%TDgR<j`c
z>S4YK>B9T=*sqp5c15l_dZ+)PynmW4u^V(d@<rur7VV$7VRxNl;NmCd0%glzZq2n9
zU9Yck%+=HKmc?|jEeSu?UH3H?d%R1adjE=bx3@}8;@3XbT5ccRlfC7{<8rabkEEjK
zFV@q_x7{ZZZq6U=@jrXfZ+^XFs*8UM*0_D2{kyC1?~)h)<{sS<QZhf}QcLLeb7GIH
zN=odj92L%mZQ^yldw5;{JNq3H*B>wb?Y%v>_q+Jxq@^Zy&svY}c+hOH=|HD<M6p8d
zs{d<SwqD)w;$P{}9hVAUu4Qlkp1<Ol=)whgHyhuCPk*}O8h^xz@akMky^i<SqmOsg
zGk^ShxG2VO%6*w*-}_G&7OJh+Iv%R)9ejR=y+{hbJHPY$J&D|rdqdyFME9+JXJvS3
ztN8u@yia$mI=!y{)f?ZZJM`?rue{x*@Z^7G-e05k>IGWIk9uo$YR#W@Nqg1qjy3o9
zT2#jrPj}q?JTB&xw%AK2|1*V_dX6kVGN10)mHP9?r?=CmJQlk5OT}sb+4}pTz1|fT
zm(5!$&nw?+tnjS4u_dtMubkLpsY+)rnct#uy+=C3di$?*O?bCcBj5MH%SX)jLV8wf
zF{&*sowA*mExM}0aNVkMdGW_dcDM7Egte6D>#Zn_oKjx9s~~SnweX5X<|2<*b+t4c
zxXYn&@r_()&uU()<YLz;;S;3xtDcfx%yQOT^zo~OZ;ozfsr>$}BYldwT#h&AqCMZ{
z*=wEhzS8$)@uEF{&6-XtFWU3y=&=>%_rv>FzjM7G(a$aFFV3U#*{;!HlSaPEBXjw{
zdl`nwESF=lreAy9)w#DJVTyUvD!Fi%S-)QuUQJiketG+K;nN+$#kw8O_OD-g+;!4l
zM(uI~>1UEp&z|4p!>@N*<n6*|yBF=LW&hJ!Hv7r;cb;E2&z!yb*XpzOfp4eeJ!=$V
z6u+Ej`SxV(f{l7DRhCx{Uo)J&w<cbH%Z8I1BBta@Z{wL37rQld{oy}<Sl4X$di{)@
z)bx+>&%Yii*)>tu!kkTp+42lyff(<Mm?M*eCr-M(Y2$CZ{blbfC;W8&{j*{T`zKBd
z<4GcY3)(p9{d&5V7Kd!U%)R75a$Ggf8i^+%lMmY6mU(I=_AzSya*w$yHhgQb>(8>;
zE%HY-=UAt+x978fkL;Fv#eE-T>FrO*Su=t8ySS&oV+Q#%4u0O+d8zUp#`~MXHp-q@
z8Ztrr{=!~6S9zWt?j8qN^c+MZoBVg&o!<WH)l!ogiWlqc(#p$EO*t`T(E+y=ZP(j8
zO9Xa)IcmHrNvxd5Ea}5Eo=uyl$uDbkkkN}}S^1=U4b$a=lXVIwGRWVWw%=0lOwiFA
zN38rWE?FzBcy=q>Yqo<tCM&dAZnm|`Ei2r;{zQ&k%PQR$a!N5rU$6VgzuNaI!$X-Z
zOniK%0VZ5ACseKoZt7GDP+ac1by<J$ciE&<$3A^Oo5-MGJw0<j>ptGwErvX5s}IYj
z<fwjox;wusV=wDU??noU%ny_1wBLT(pk?fGb=Sw5Ik$LEigi6;yeT90M!{42)Xev@
zT^tNK*@B!FUwx_~m~7cu?zyOO{`bTO3%_;eJb!Y7f6*?(gcA-*XXdZt->THmVk$AE
zw0)9|r^mKHo!c$HY&k8yhUZ&6S{T{0{R>Z*%J!Cf)vJUa-<M5HTDX%lMPi1;Dxq!;
zB~`_wyIT%=%35-HUJ?^Be*Lkin2%prZnt(x!n~J7m0{m|Gnkkrt(@Mz)M4&4-5GZ|
zA7ATXU3%_;lf3ZZBJVle_s+M-uRCM1<Xdabw^Pg~rKj(lG|f8v)%q(=V)4JUdN-BK
zcD>en`q=M(-c@Ow+bi_NxV3k#k$L|kI!Nu^W&NiI96PqGIZ!J6FwJqU^^+SXUpy-e
z35~FKm?q`cq*hYqYEpRrFpK0-JtM6fvo0oy1yrP++C8-~RlG31V$HRqeMyO}PD}PL
zij@iBJox>o#QT@7uVdUN6w9p@^0WHSx@6J36G}?YbgwKDW?a~K>E8~MHTtz8jt)tV
zv*TJVcS_{?C!UYnCavZ3P|$Q!_ZQ(u0uvW6Tl#9#x&2`l^BU7!*0dFD<!Nu}__j`K
z%^}8TbvGj>O5gW=w<Pn0^2%OC4*9?9R%mgwF5<9MD);lcz)?Emm=Al{3B7Q|?`O_z
zI-aOu+&|-Xbzk<;6%H%!eS35G>_bCAsn$GYyVYxS7T)Pt5$b9<dq>%vXwem&<rni(
zPWWz6KE&&FFVgF+<+)4B<sOeK6Pxn%ZoJ<0%Y9|m+MeC-+aEbg%(soZ=&m1A!K?PD
zps$SSkfiT@Hj67259}`TepQK^{lNOM{5J2yd2zDYyF0#%9l6OoZ@s0=`&f};2F3hJ
zDdnUxv*tM;&KxZK@_5DJN5+q3uXekLEB#+tnDaxi#`MHSp%TYsqKCpC*xxK?*|6#D
z>X(*6O_pparJPTFuK$`Ak|xM{>gN9)$JOm~bGGU0e2%>F=jSY=`N@6u27-ocnR-4f
ztMrS4!|M{IW9PHGXv(@z5Z>`7{fST8T%-9{d49iJ_h<T+=lLbI7v|reYHv0#Fw=p#
zd*S+*r~0jKC~t1~Hv5yj==(o5-?y7Ty&rNqde*04uWvIsN_TD1tk2o|C}!F8&{uz+
zE&DU)@2eiUnXDy+Q~hV3ES;}n^z7{I<ez`Ua{nb<*em{X&hz7;KhJ!<`2BO!tk1l<
zp1OVqL#)i&_=8^0jg8*_^`_SR-vK)mzUEmp%{i#0-SW=ayyp8^O~dWwt6X>Xtt!&d
z7T>&iBLBV}1r;$9|CYAL|D3U~O6~XRQ+Fhu-SvF*=<v1Knk*~Nh{`;keQ(O&QpcPA
z>a#xV`}|GgH)rCzeJ8Z`Dkz?*&FNVppIX0?N%BV0(_e4&gS0M4gwK;m3tbkyY5%tA
zyE!fyz2$lGPJ7$S?(CX((zWhOtq<><{^QU36aO|{aP@h`W%pn2awFSO8-4Y4{Xu(O
zwj7wNy?Or$>xe6Dks2GnHr|YP&gK4b=HIWD`KET)o&PU-v)(X2>wWdo8CSzg<o{c4
zJRYuL;MeK8Wz|oSW-q4ClU*!&CT|cwr+vXFM7w6^if$oacGJ{_8`a8IsomUX8+O0w
zv=pm@xT;pfWbG$vrq2R+V|T=~#w=h8(6-p>7148!+nsgRDfVl|R(oU~cX+RQv}597
z1<U@%jtNPN%^#m|fARN8qp+JwNb}hQHfQT|Zx1AMyo+vmtNtopePP$G{HZSYrb)Z4
znk4U^f4m^$*~-UdYY&z5JMDV8lWE5y#<Ik;S;@Q&)r<O<sbxtWDxIG4$J*`r!4n&9
zZ+gbWz0+!gSe*ZXt$ik<FB#q5ZRRkVmF1nuwL@ycq)TnjuS#jR-QrpM-fQPXj>IER
z7Q79sy?x@tZ;OrG`<%?AEEKLftm)m|EN{YDw!6tdt#z%~qMe66#@}CmB+xbX->$RO
zRder`Uimnaq3Ynmmoph=H3$7k7IrwR{arM*j$br%i?QZxC#Tn?d&4R#XU50wp1$FG
zcarZteVxzU<@V9fw#)t5n_Ble_pY+hFV)n#<Dp&UzT3Z)3r()9D*7_NBBJ;C>5zje
z5ur=;+;Xd0ov*FP-0B{=_`!Ga$i)|q?h6szy)Q)Li@_1*o$*OlvrV;x_FUhsdb4qg
z{Rz#K-gV8-H@n^5wf=2-uT^bALfB2w$i=cheS0)+xG5K|KYl6k+KW{acl?qx%HGod
z%aH%-R_)BvgIn^oSMFVXe%`cazo%?oe_CoSM|$s~)6JXRUi0r``t;<?WR=Zs&p+JR
z;dFu{FYlz(*+Wtc%x)>Y(_|K~b#fOxuv4^OI7{c0y7#2sm$x!3C2zH{uZjOV<Kxk7
zH@|u=o|2)&@j!k#SJaM%l1J(bg-#_+X*hn7?f+%RvkQ(rt&5vv(p7G=;{S}z?vwn@
zO{>?iRQtQD7^IhUuyH@L^3&1X$hX_~Yv**&v#XUBwM3U1F?QD^Xl~edWns8V@1<b1
zk4B!;=a;klq^!TGy5395wEp?G9H!qkbG>-&j55C{OuQmJd&Wb{Qkywm&z43{a{H{~
zCmzc>X~Hp0mEKwHFP1F{EJ|0IXgsZKvfKB$d*f%DNCjS5<#K67a!ueRjmzP}*4yU%
zn)+>$Tds9j=aMJ>8UJ?MWQL@#QlIF(>$Bl)jd=mL4;~b6zQFCM?KP*y^V$osV^x<m
zp1(}wbU)rRZ|;)7qjzQ<&TU!w?2cD@k=x>TH|`vN>lwrMc)FL0?{Uk;de%=nmMAG4
zjh<+^cpKj${@srMIzj^FCmY}5yuUsmrhno3Gm=ZMt#@z>b9$)ZX!7=Hk6YRaQOm`z
zrx*5>D@08$jgDw*S#qpvR)*-`)7QicW3KPYlAC36%FATlj<|0Mt|B}14BV!x^&b0j
z;k@ChIPOhs{hvGz?|hbRc}jU}`aZ9g^Yb@vt`>fH`tXaHDkhWF&aC?G+axvN!b6wN
zX?a#&_j^59LxX>6IGPlet+*`s;Xu$g#q#*-y=Go>mb^Uj{Yg)nWXWXqOKZ<B?^(Bh
zork2Xv1~=*DUHySpWmhgPINC(d-!4!!_#}qdNdd3N`$qzoO;1zmC6_YSt0pKb$({l
z$(F#Zs0%XcJxw-UR}-bC>r0tVEdIG@;~7=sE{20=+|G&5J=C(pB7O^hIKz=C>TIHy
zQVWyL@Y%W;aDJXtb8*E!Q@z}-&#vXh9@2NqG|yYx?|D6ulYQe0afKJQBH6mfmuh<n
znM5S|oI33Ow0n{HzM8s84+~!|GQRt5_3vY`Q}lj4*jLEZHR)>Q2f3;GQk@!^{j)E9
z{&(o#wHMNPCHHqo3%kkRGWS#Ksmr{-L+IGTi?xsSyd?H+%Aa#)%Kyc`j=fFqv0Ift
z=bVJ-%B4!lU&_Ds?lwsN(zUNpd`bJV-$rg<cfL-yKO?bsY5tvLBe%zLC2Lco>`u3y
z&zFAkWro!8?N;KN`_Ioz`Caqt^F7yzJ}=(M%-nEh&8<L}b18grm;UK$zdxBb#bEM=
z^4r@K?7Hg;4t_3joR{!O#j#xP-gk~yN5zGEryFWWEsXUJ%#hz36CU{7irI2{$`+Bp
zv!Y@<m#v#1Be>BpHd0jg(^6~hoxks0Dd~IiRdi)@$d*@&a-6=`_80M7j(e3*!jZk)
z<@mGIU0Vw8%)H{r^=Z+X{t43QjxWSt3Lf>|_sVkZrdJPlHh<o6Rrl@Zs*NuLQ&}(V
zv?-Qs2$`68ChqnI2mgBy4qrL=WYYJtB6iK(6!zOEWo6O}S64?LPvtwl<mmBV{gc^u
z%WRa5v&yn_W7wx(Sup>|oj=P@6tGWzAC~)K?(bj!EdH|deha)cp~Cs0sM+4Y6xK!i
z=X%}vSyA=O!_DcuQaVdZRXJPtlY<-W+TIlwPqB$GauiqRFZ+6@dosJXS_Vf|uW^RU
zvIV}G9>Q}ja9DfEy}4mm)ES#%TFB<KOQG_@8&l~e>+H;)O6;E>x8wG)+g|+_g<E1i
zDY(Yzol^f}W4=s8X-n)n0p?$y7kXx>2rl+^$}YWsO15fFz>di_8EyN#G<s4??dQ*B
z`rmpbxP`4yFKzp}`MV5OFa1$@iFLn7+m!96Gke{l*bFC5yxM;(G%34Tkh^uA%f!s5
zyZSV@J>Sf39X9Rz!ei<DWpC_-$}D!B<PqJs{BO&lW2yY>n0ema^pHQfZpLlLZwlh|
zQ*Jhgnyz8H7MNmRcyzA{_l}r3wid^FnU0+g>B}~IZ+6>4@4IQ;)!S=zO^pqYuc)qa
zbx-B*YnpCV<)?D+WsKWHzfTKKiP#*t6E}-(p?yb5w(JKn?G+!^iG31No~7rdQKGMV
z@BOkj2cyokep&i}Y30L-H|8}Nm*j<d-`=yX^ZS=IPfIiIt9?7`s+%J$>e_$eo!jiV
zg2uq#{Z~bWe&zGZ?)-W!W#60JhiCK_><ba@4e56c2-;NsW6Q+@hrdiZ>hi+ucKWyA
z1a?p1XOms)rte7N)zVtl{;zu02BqCA4^CM5;`_?jrEhziw#@o{*XUmAJM~BzH;Xj)
zg&9n{j=Y^LKK;G)@%E$HC#yegmKE^Hk307^<@C>ca&vF5NZPbY!@cNJo8m_Q$*WFn
znZ0zwA$1q-B^Q*ktlJM2an87J&z;tiyFThhjouMyzkS>0WqzM}rSqA0wEW#~a=q8C
z);M*u)c2<TpMH6z#hV%?f$pv~;^s$_6;>TvUK$$s`;Cn6*9Qi-!e2kCUGTC(e1Ecs
z)5e>Lht(|3E*Cd{DZ<|`_WLaN+Ung`-Op~`-g+(fMQ&5i&MtNKb@MaiWj3=Lx@Ao;
zn&rA{@r&7&$9VfsPyTs`qcqTqXH((pgd9tY$i&hjW@SsE)C1fCGY`BFTpj;p%k<Ye
zpYk?jmI)m>qVnp@k_mBX(d)g+6y4&u<Q<P3Jt^nT%v?QLb91we+pE3n<8)(FHTSQb
z_PdLnJ3a6I-1b?rVo!Yd0|f8vS=?4v_3%%~ie};L1d;IG1x=-Ui}f?wr|wKLeJ7tA
zRmSqwYwMYcjY4s8KUltB^3XiPaHihP$DcLm;)YJ%ycIkp%Vs!4$1vrxzTUtq_9-Z$
z_ID%4uU3_)z=JQHgg$)<+95Jwg@EFmCf;pdTVELOG_EkTZe}cNk==0jYR6=q3zzP1
zyYf5g$>Z3=_4}QzZ8mv1hRnMx_jQq8^27kQjT1#?{8YK@um5txg^60rraNu&3tt-^
zHl6!<R@K?7>-ulS&pbSrp;#}x#n<@V$@|UoM8Z!OsFY7U`%JFufdpH*_=iZICIhCj
z{cay!^!SXg@F$)7qW4+DC-%Ue+g?vXRKJw^FRmz0Y@HuB>BXrxPFhb+_a};lm2`Kk
z?>y1QU6C@waf-x&)(2AlmxVKbDlxjd-b~HneK~t!$;*9b*KI4j^0Da0>vlW!oU8G2
zZ(Fn6W=$y$D$?yy@vdC8L3Xm%q#J3nYEPMG2`a5L=$x>8_L8Oh&TVa~=gltn-nW@!
z%cYZ+X6N4t&-`^LIGHopc=e=3qB3i5J0DfcYBmbw{CD!|yY&fQg|0*{*r*q-!@j1A
zr%bp{EB~-Ilh6_u+l{7+$_f_$UoUU3f7?D`lFJ)Q&rkOaJx>K_OYMv7mKWDF{~dOW
zp{n20T1rBeecM(q55d2z&TdW$+gJbQ&X#vtalfXCVb&!}_gFcF<AxoE5svB}XO#G)
z_w_zpz*ZK(d|FO2B~jw8lb~^f-sQs<Aq5HhH^?8maaqUl8rR1&OxF7s#a@}?zV4{;
zuT{2(w_RBAZ?8tS<)US=Ur!2_d@8fywp6WW@h#I~IeXKY_fxtX$Gx(TGqqcaxC4!Y
zRtd~myw#}kX${YcUgJw_*B{E-%r>93Nuo#KB|}#8j!=)@XP2Vv=52nvPoaRzhDR%=
zc?<Uyo6IEcv%=eFx1^MtwFv~DJiAhKuAzqM#nzetjcd%TE{ZD8kM1^kf4}MHq8<UK
zulrb9i#@l!-t$*FR^#voP5V>f@9Q}~UkW`fGAE9Cr%g%r(<R>Vn*7CL#erdOY>a1S
z%#x`~uaB>i+!!(GgvaM|)jFFjTvuCk2Bn;f@QJ9->j*1IV(Pe^^5Jq(d*kKqimj7Z
zD`zifu9(0To^SMH%fYUwGaLEt@O3cSYS}5TFuKEa(zWy<>rEDm*qvPIi?!~^KI~p?
z;CRgT;|{0Br8jmnwrj<SZ+ExjF_Kk&da+nlJ6dI0w^hZ@G~F&yXM_E5H^f)Ja#+K$
zEP3mbZO?DWyZ^iM%*23o<%Y#8Pi)eA(ckSqeZi8(bJ>f2JP(}n>XvR&jj-|ISE=;@
z4sU<wriuG>FBBJzJ1rel@wlLI^Qy<%ZwzK^Yhh)oP1j{Q;wtL5$nu|K1@G~R2M>R{
zBGJ71Tubv7or{HS-TAUd-p!HJm#*o!*C!&ES@Zd+<!?c+Ra<=SU#y51eI{hbbx>k=
z;NSUNLO1KeW@JA+9k_P>GyC`lLWg6X{eS<GNxWqzm+SHg8!LimoUU729`r_EUffdr
zS=Qo-PwuGf*F3Y7DY9*4{ARgbvk%2w$vRcLBln46+|xrbF0K2t&V(*H`7tzcon6N}
z>%%dN-i2DNvrFHVqy0|%a7^Hok8!mk&x{^+ChB>4_%GU@`)D55^!A-8FN+cvEs1-w
zyemgwzf<ju?&2`lXa{r8e4gUH*U!AQkJA6MkE2aNUruP|j5jJPeD#_(CJBpX?Nn{r
z=*QDrx-+T2H^JlWgV{<Fm;da{Y18j&ofm$gJmgzz+I8{vowqJ3^M1H5C-jVIiCK7*
z;2f0*JHBU!mnP~dc3l_TQ#<L*>DQOmu@>#R{`Bsg?EEmrqsezCa|doM^y2*fHsF=F
zYk$VFwb%1QSE=xC-W2t2!?ib0G`f5L`dnIl;*{IhEz7p=+NgDK)0t!bYqo`_=se;s
zmKV6ETKjSyhg=xrCTq2X#gmk`Zt%8$(R4NH-QrE^vt)J(SvkCsUnJJ`@5zlN3GV9y
zSTC2om7Mg{Q!2pnw|w}zJ9^u<6}>;Z>EYkH@G0v4X?i-#ZYdkGDw}SYS@UV<@9quu
zRUgC8wA{>lYLs{@!>7wes)bEaCFRSkswLLR9y6rXIo35Dv*@VOXI?U+DbBv&s?q}E
z%O6f$3~XMU!mg|#vZ`A%tSaGtU`ND}bGtH@bh3C)EU5XsDYHA%^>8fjnIrG2C9mw5
z!}&)vxUcp8HOqF_4$j3EhW9Vs)O(@asZ}Y|`gE@DY?pMKlij+P=G>k6K4kfU^t$9g
zUM+UsnfE&^%WFD?y?^#kS`qe=?e0%uy+e;)hDd#s_?%}HyRtbqJl2g{bDN1*lEGXK
znaXq-*EywMR4?n6S9Byv*hMjl@nu9Z&$x8E`mxK*V;!wYdRKUbFYy-tQQGxVY;(@l
zzL~F`<5l~2)pc*)e_d|3`nh%U^x7(ZxId1P{<g&N_{~SYJ3ouf50fd_yQMFT^}~UE
zyTtBvzvitGHR^2E7t(v}@O)qDAEpai?ycTee_!gnlKqNR$3MC)nlq<8q~b=j*~+)v
zPyK5iD7IWtTs1{o@wV;+v&3)AH?MkzCkJ;~J>y``i0O)AxqZn$%<_d9$GZKc96K9W
z7jvEpn_X?}<mV^aw^d{T%i4UgSuaASI9(Acdg>HjVzyqOX-eg`37@uUu$@gZ+AUy|
z*8f1J=`f#wVWD`?O7T?=`!$~3aEiG+b5Hc<;>4#0R_z|=N*?W4>FuB=+40LP;3vmj
ztCa@jJiK3{76;pK7}tmJ+>GG7&Uy4{Y2EkyetwM*jYBh?9;$8k-yFPRg2xTd1m6W}
za?=?XsJ^mM_q-zP;27gwrF+O>$I5_*fu1+k&0EbS+H}>@UH)3&Tc_vmejaja71p-*
zEZf-=vwh2LrOA?=i*~Iu;@@N2s@8wuSn|y2&-RNq&Rc2Ev3YgD*;XgJ?_0uGTu4jv
z-!-M{QhdOQfTx?jUEEYKZ*R%EfQJHht1rKm3teI0zH(>yiVd4;TI5T1%UoYyylno0
z!v&!!dvw24WjC`OSL;{5zgBz7ZxP3rc8{{n_gyTX>ZmIGMYokpvonZgj`Rxi6Vlg}
zxkUSJ_J=dC@yJUkyfEcLE_c6HNW>%YhpYOozq^-uCrWVd?i<&7{}iUSWk!ppR@~{C
zU~Bn(VZtSsyo^WN5;<*iCgnMn6mQ&YVke!nKTNM`_Ssh^SEjBsobXB6&GGX*gRUml
zM{8<5)i>m}`fKdiz$8~{fAip*TA4YEzn1j;Y?t3@Jb&jV88vBr{yV*;?7^*_LIOUQ
z4cGc^Z<B91sv2oz)a`2Od*`R>l)G^j3VV0PEDaNH7ml4Z@${bLZAPC(edCsI7L=cx
z`IMuP=^*bSA@O~ln=(aaxm-LP<WZBj;fdBy%Mkku{ik2u(koY6t)05eY}xNiyDo{Y
zv}lQ&_Uh^%=E~T+8**%~-RG2-7oVATPUB^TkdI@f!HVgJ_I`+1^f>eH;{`QSnR6cn
z)LHM6l@704b<OyZ)V5QR6%qUVFG)DRcW4eh{Lff&lG@}~jayPXc;;<rYhPj4{B2i<
ztH!RF8+QDePHddN59+9FIg{Ldal!Ema+*Dd)~vj)v~IpjRqUnC3hQ^tj<Kh1{?D+x
zohrLTw(yKt#%}GV!~C5*vERaV-&hwVhTT{yb}zEibd9Y=#)+e=j+8IwD}B72>FPK8
zMTMEBef(0>XMKLM>Dbamiw#x;)Vn^uRBXFCxhg)0W#XY#iYc+KOP@COde{EH_&L{W
zr+a4cjU6Hr^nRyj$lcjtqIKy~KTB8Tl2i9C?%2Z3-@p6WcXPc`p8CMZCA-3=#jg1I
z{?oCgyI!u$h><F`zI5~0(rphpU-&!@x};=OA+h>Gv|@T!r^D);n5;tvvZi{rO?P&h
zo9fBBS#8iRxo_O-t@-A!v()sm;O~ZqZ+}x}*_Jnr-|ORvHy&aWK5M>wYW425$5}s~
z*B_RMWaJ6&mSNc9bzI!xVbhX3GLGlwmOQ(oA&~#$UA9{3_A}*KZm-WTIoVdb{rBnB
zmnshE=tVByr93AzWX1U=(>F6DeVk7{l-sRUA>VU${i}%EPi2q1%$8tYz2@(n!zcbS
z%4V}JvAUMT;k07zUXc~Q56=8;b*=1TT7K%%a+68x-$(4;E0f{*J3zpx?14z>&uXh{
zO|eD($D>@oPJElm8`Y#JDsy~#$(pxI`QwWO<?d{}HnDWI*WBWY1M(L)Zks*r{Pp;K
z3sT?i>~$_YKWWvSB~i=XnLM_76T$uKwYd43(i^>hvsN41Hb-qZxpDpbaPOo4E{T6x
zy*I`A-pxhpXFMr3l>PDU$&nfBX1(+F>zUcXdB@}aj5!)UeQE8}Rl2gpi%(cA^8PY)
z#@;ILqDK->3>4J<N`##3G~$2x?a2`#*I)0w{muktKXl@s|Gl^GP)TUfqlg~?Mf+_M
zp4M%OyZunQI&@b3lZkt^)~>&QxGFU6%Kl6F{mjo5)GwY;u6ACOm60rS=<{B!)#_Kb
zeXXtv4SS(o9qM*%9v4H3+{)~<via7^=C*ckr)6tR_~1Tq`S;h4w?qf>{rED;#r1*r
z#_!#J0aG)quY3^?b`@w|A$(}|rga--RI^30UmMJMFw@|yh?m)fd8uNo&hIqO%CN1F
zKMdKg80`K$&eZmH)atL2_x_t7{{1cS-_#Fw7k9`^oBHcB&-?n+iv9TubKdSf*qvTc
ze|_<-J3{xupKki!^r7yY+)u-Ye=U4k?IbP*C#oJdX|q1`d*hk2eiim<O*V&r^JV=z
z^`S0&p+5I}d9kAXs(b8@U)Q+j{weg~-<gWi&sUe7;Jd}$+yC+Y^5gB5A8(0Pxm6b5
z*j67uWxA2h`i@WE-uS*Wa_sN>l(e?3-t3h2g8a@;lRSPiFWM8U=HXuH>hYbw|I@eH
z-An!L7VkN)@&3N#)3?93D^@JuqkCQ>Kc@NH!FhrAycg|py0<KSiut)!?yi-;FGX#C
znm)zce(|1q-znQgxEJ3|pI85Ip2+=c;$L7p=|Vz&-TNpTrSswHHu=~i@21Gi)##me
z<J<950l6Ztcty^7-nb?HI9h6}(zJ+gC)bGY&gv73xpHGw@~KDHl6;G6&F&nHidj{d
zZ=IN_(0WzF>V{?Eo1MS5maM+QSz5)oTsQf{Hc{s7{{-UVuSGuEC9r&YW0#l3nthpy
z{XT|_Ceu4^%wA-@>D+-s|L!oodsrI9v#G;!QR%vcVu}Z?{%_zZ-fp|@s{d(K2aBIo
zMic$6>%Q4|_?G?Q+lS^&pUtYyxqtB_(Q|K^KYq~Lx3lE(;UdTNvrh6H)-hU}wJSAl
zzIr@=^PhOnmUlrK%MX?&M+HhoPBAI#`=Rp8?a;J@$2#xyR&Cs|EJ8UkPq^9Ts#(<9
zj4kV?^O?@rU7=9TeE#OT*ZtpTzOlQtYWtt6LS>6i#!W%as!8W=PH$n?=KLPMYwNZ!
z`){`w?b`qR*{|Rm|2j1pPV(ysu8Xi{Wx3kD;>uhDg&5ObubPfyr+)66y>VLq;ZtRo
z4?ARkaZ2`)$Z-3bwCc2)VdI7DJZH@;@uKCNlE+&(O703IEMK*);I8-L$X;j81ler|
z&!n_o-QGTT^Q>DRyTz8C5%-#Nv{yKUpUa1H^@^J>-+78~<h|>Szv^eZm!o~>`*)IG
zpR1glZayhv*(TGsyS4|j+PyT}wP9-1>erpM(c45%bd*a^71}Oob<k=;X3e_U-cDRI
zZ+-XKy-aGo-()|#<{4MsEzw>rI9=;U^UdP3OI2h;1>R12d$ZMBx$~O&{P~M6EZilp
zQOaE^x4)&<e`ZZ%=)&B>rA~HdSz3G^NwhT`Db4DXny++g$*(ew>jLdd^UXY$A1%9P
z?@%0iHCO+7jAq}%q$vBi(zovazUHoaZB=IPRw}#r#qWiyUeDS7;N0dl4>zw#oGcf4
ztsp1<{_<-^=C$wMYgx|GOAicuqsJD1V(09Xn>{hdPjekg_U~O4A1<)4>`t?te#FJM
znGfXH*792%ULE3TKKt>SU&qpd-`p+~-^iXAplG@0&pv}Ev#j@@In(@a?XoWn6=%=P
z$}+rWr(eEp(SrlGjgH-pb4hJCx->DYRZK}l(SE_E>+)(U`O7vn|NYG_x+?kBuU}#^
zlfUf^SanzWW(NP7;P&!8E${aoZn&?y>G0C9wF@o2yOfCC30&UyS9>a-*@rvHd0%8p
zUnMP{eBV1I+^U+b>!964+X)x-l{dMcs@m+H^8UE(3!90yX|itwZuW=hTxs>%uvpr+
z=g%su(#D=T|GB%qZhqW2b$(spT&v5A>%!*l%KWvb`u{fDYjgg$8;X3tnR)W^ij34<
zSF09Gbe-z^H;5}+zed_R^;MhIa{Y!wtY`mpG3mT5&ENIlKuP(`UE9y^Tjf++o!`9f
zYr55vg=(@LH-0`S3|hY4BYs8jq^rAP54jXO{&EtZ_k|%d=9iOr-ZFvdTpvtda=T0N
zp4ENHy^i;t%srLZiTeU}wohNGuW|bCr7x^c4aDYl|GWEz)h{GtpGob(eSs~rHoxQ!
zxof=Rg4V56s|yRdFN^mnxK@d*UF~{eO@+Q|&)QnYUxzl8oywI@u#(SWx~|2(L;uK}
z`t?!?8%16}uxC=Ow?6ANStjYdxalc-xm}6vtRa71nmL=4ZHw^w`Z{6b6wU)*S1H9l
zTv69m?G+iiv|IU!#_gV@jUvs<em_f}tzG{!Zv8_`-Dk^G&M=356I!0gB51TcvE>je
z|J=6M%!@8hkZoB$-C6wMU%$g$HzvHX;!TdpyPmmYUfJTy8*&e3Tjaa)<j;v*<8!X$
z{(8LzL)Pd|)?5iLwmN@r{1YpVS#e$bKt}WH2i<?#_;nfz-<a=Nv%mF(?yfcaU2AJ!
zn%5-Mch7%n-lE(5yT$Haenl>0&+I>KOur5>NtplOO)t9^%V28f{_N)cq`fb`EnXWr
zzxH<C);03(DW)DzL%%uoEHC~TwX~}6?3yE;^E!hwo7g+I|M;P_TW(2d=$~C?&O*kf
zQ9^UrJ6_&;5GM6#_Ni}2&T)psniQLSQGF70AZ_1!!6j?tzld?}54fu?^ILgQl=sW0
zo4ULtoG$NRZ!Pu?X^rxeEO{j5GXJ8@^aX!a*D-#r%)29TS#&O!o`r#9@f#f(X{Dtf
z=N#_QY<ZC*{M7lH^^W)2vZcT6mKNM^efs*yglt{myI$!E22*#6MNI1DU-X6locd$t
zV<H<^Vrm=%gP-cZ>eFjE8(Qsh{n~>|VQGmKX^HRl+w{CY82JD9|4)-<|Nr>y|Np<2
z!amgh-IMzH|K2^H&)v6G^gfuiX}`?8?weQtA7_5IU97ui|GVSSe(%4}w!a=TTd@Ak
z-&?cVUcFEM!Tip=T)O{$zxo54dE%@O+g`=LJ#Iah=k<A$RVue8GJg@S?7XjFa?I;1
z-?2IV%{l(F66(!G{zj@bm|8g+W>5YbQPB1-HM*nvTZ{j#$+l*NUrxB4wf?LiFH-dT
z<Il7Ct1q6M`eNP-Ubh#u`4N5nzh0g?ckz^sVphKGCOzi<CnXUr(FOA-UXl$cwn;X9
z@%BA){*?yHyBQ67|8GpUdv*T$&-crg{<8gLZ7#RXWAd6;Hk?NrvfFMwW!t4Ut!zc~
z?*yqZpWZg5^AWcyIqbxiJ$jR4b7%qMDzoDIKiRX)1n#c-c4brKk&AaND?~TEx0!X|
zu^Xr4QR~zeuPuEFtCC6sO7C1Q`K0RQDYry>>!M2C9T#h-u<t%z;J0Rv#luK;=f!-+
zu6vI-7Cqke**o@x>d_ffj2=q8u2=bR=_!x;<#(#9om`}U?zx^R|7%aa_&M91Q9Nc(
z4s8rR+tKKr`9bjW#unzp$dF65z0(%-?X+WDQlw^4^!a#d_eF`2T&4o+gOhIYwMdDo
z9b9$P=<%b@vuu7A>DpzXe}3lP+`oIqJ&`s0UahNl&}B0J|8Ax0gnc%Pvv2>EkLWp2
zXREV#^@Ep6i(fAnRhC%X@q4CZ?CBpn&;53P<B}`RuCeemSGkgttedpQoz5$6%gU4v
z&GGkf%_vasnmu{;FQtATr#$nW3AYbg?<h9r4CfKLF@ZbF$VDl0$6>#aL;qM-WlGDP
z&UYz2zfxK-$FKc&fR4q5ilRktoprM>8MeLpw!!_KbN2dk<<@`q&9iCh*6EtGea-iz
z8ODw=CHA-8G0!zMh{`qz?K!H>!nfG$t?2Ksd;OHwKUGP(_Wp(z+s@xiE~|FGk^iRL
zcQ^HaRKdn0bA^P2WrT!819>$P540F~M~3Qp?)YR>P$Y0yPfKE_UjJ?vUxjz9VOx0u
z*F?F!;4^#H@Uy@ys5mlM;B2py|A9G<fr`rv*56WDy+!4O*{Z`QW1d~+cAx8~zv`XW
zxqqHoO_$$TeT!7J|N8gtSKDuz6O4>jdVZKL@FF<jVE%^xd1lU?=jXa?QQTQos<ywR
zlxz1>0mJpiw->Tro49s!(AVG@CpgN#mfR{94!g_zH)O?H>n^>i#y@OgML$~nGd=g|
zOW>Vaz1=hH_crXjcu`^2oRWLOm%G2VXSYTae$-esrRo!N7F(<D!lm8!PZ*xMX!ar_
zF5zy9<w5S{9So_nmQ{Weo>=r~$DRD9HNWOm>KFxExWvAA^HqMK^p$kEle5dO`3W98
zA1}9cVffxpXQG-y^|q#6>c1KM*>cmyg87@fe)kz_DlAwt+4xvayD{_iL%Ynp+h@O7
z_HA!Q?QSczx<%ai#|wT1>g{Ql_VX9N$6xYL(f7^E<P+k$Q`dhttT`C;Q`WAnJN(rA
z2Pql1kD5)bKXY1PiJ<uLx+=+kLHf)|%hm;^+?}iEy}Ew)bVc?z+Ix8J{)t+4UM%Rm
z!VP1NZ_il{?kITE&(pN^@2$o)H5n_u@AxS4dj7<DQ|(f(oG)qZS`fCSsqb6(#u=uj
zf$e8JOKTdIoV3a|owj{;*h0g|?j>KVd&25>D9OJ0ym5ty25;-7y*nD2wMt|5S1COD
zvcO2*QMz|m`mUvErl~e@!JDI+rev#KIuJO~VtdX`u_yXRR?QP%E0(wEmP3`&?agzv
zJLhPx$h2$W{k`Lk<@bBf=E{`)`M7QG_U&4h@d{Ei_~lMZKj7N$V{)eE(M+emJx_QA
zPp!~C6(9UeB<u{!3C8S|i@jZ|jw`P_d3NhAn}m%OvMZtvtxNl`A!>oH{8YY!tY&Qq
z{J&fSQ@zgp`{las#v!)Gg32x~tKRdOYagvRa=K7$r`g|ig6_q8PcF3BmBl!%bhX64
z(5KgreK5PbUE}TNmA~yu@1K`<4o|)R_ukEkZW@KW-IG5XM<0m#utq!N$d#iTqNKkW
zwZxchFGy>8v2Jz`2fLDqSknW}N_~$_ciZ^7U7x;Ukrc94P|MIsd?wdsAAQqn(*X+^
z)l;Ycl&c#rUr?a#(Rp9Y(%BDuBk#e}uJ&8Fk6rOBD7x7^<#18L*4VvsbPm7!w`H<~
zy`ANTcSoxeVk@?3X#C;PzG%WBIK?fa)7xyx1HF`Usvdt99O-J@e$Vk(5F7XV11Gs&
z``qn)soI`sd3#IfuZ!pS6q*+9w^^Ikam(!xQ%y+lwQA4SUsGMgD!E*LoJkZr+9GiB
z-Mx-kQi(IJK3@2JU)9z#rv0C1F8Mln@|IVt|DRFO?K`$~_v9_N3OC)k^U!eV(}Mrg
zO1XV+2~E^z<=lIaHD%v|%d8^hLW^SsCwgw$Uvfj`q2B6N(Qp@`kA=(UTQ&-x{ib3Y
zup;?pqwz`4BQc4Kd5<lWJ|K2+1@DTpmC^ye@pCpy1RTt;w)_;eF8oy_f3NKCW<5){
zzuqYp>HZI7USIz5p>nmskxmtdYj-DWbxbh6`)ie{Rb=g@eZP17ySw%D+giUmdE0)W
z>W@KZJ}UK<f1h$Q;G5W9jh&NR3U1Bp@eE<{TXoh{?8ZgUX)Xq5&j{Ysme|v9C}M84
zi<R)bUI&-;dYjkDMZ~5h%LK}Dh@YK$afSZP`v+GFiU}}uRH^TJWW1NvH%DN><;|h%
z-md9c#d7ko(yi{+X)VnAi%zmU{aLW1BT*shO6#w{tL0YhClBlJ+;1v0U!vs2W~s>^
zcU~;#&fmWN<BU&t6nRYbZ=d45f8y)Z`<v`0zxIex*KWUlr~Zikue^J|cGzl6DXhw=
zP_{C>@%%Ew*0ekO7;ZEO3vO4}T57-2DPy|3-R_u;G6tgDu@eQ=Hf4lV-D2LY!Mgw0
zUAyn4lWgw3^<Q=J^4)(4<-c$LifTS_U)cYj(5jR1SAWbk3=ryTTDrz8;mOuz^0T<Q
z1XG0qTlYzBkXR$7G9_o-{RKAy+<I3{aC>Tfto#cvo7TNI8?17ef0lAt)^%qw1ZU{m
z@72(<5WOOE)AB>v&d%sh{#SC@&C;Y#bxIsmKm5wt=ZLLjXT_(ojT5C_%#BOS(tEMN
zYKrmN8RcvE4_i;3UA0W+`gZo2o}zY=Y*Bm@Io;9>Yxjiry*N;nrO5c{<3e}4b9ahU
zCOpi&cqS$=@XTK+uc<qY8Elq>xV|ji9kjJ%ethk(WDl47T3?pGW3W~ctX+BG`6Ov;
zr}<UvZ#e&2dabhee{tMp(|Yk=t~^h#bN{s{5a<4T^qXsIW5ayoWc!F0vl)8l|9j5$
z_jTnKe&JuSWe*q650y@me5pIVLNtH-sabL_kKGcO{V%}9=EbpF0%8S*_qbi%=a|ku
zceQPSi?_VmuSd58!hRjR+NN;h@2t~$V(sf>D@9I}%4a*5w9B7sQu3}*d|vIl{c76;
zm-hTsyn)3#@3`z)V|L__TE(QTipOO1j_=v_Z2#O_0)bObUbxlg@4BI`zVZrF*ebIY
zqtlbll<iy4mEQ4Wn@Z?}5O-g-KSE!(Dt2T{FkqbcOXJR&te3a`m1f#ox8IGtB3*9q
zfi*tuK@6Me|Ggb-B27<JjUq2{&QI%J@uuN6)4Z3ymyg^(BPvq9L3Ksa%=d~~Tzt3R
zz15!cyu!ET*ACCV4T2I@7Ly*9$(u}iUiHN6m)dHRmx6p(jb@+nb~|qV_V$bGeO2Wb
zgtsxP&OG)nL)hb_sBU&k`QPbGf{QpJPR)CJ^YZlT`={-gW_Ntf>g9`%m;dH_(R{w*
zm&kYC9V$W6+plxTtP<ki8m@mv;80(|^^;2~7hkuXS=OI^Ypws0*nFGId93rFUbx=9
z&VE;(iPQ_@7aV2RjE_H;EZJlK;>OG)^_!l|)7fb;$$wf*%RHT(_0v?Z@6}X@zWsi8
za%s)6pD$uRt7PnGw>dds_EUwc86IMB8eja6Z{XC|=@E9kyWv${14FdD%8|mATnvi8
zOrJ5Y;Y(FK<gidb>c#GQm!wxbD__oO74}IfahonG5bC$W{I|T&r1xI=7iTWF{d2}9
zdZGNp%4<`fMjDzf)@#&$eRJwj-R}CG+TP|<&L_T|mm4`NJ$jn>L-l$wpTFO^mX$re
zy?YOP!hWqAf}$%}x~}QOu<Z}uDgFK4Pk+9$6r=8cQxc9xNH4U%{K4ju&E*f*<nMmD
z8J7}Qr_kEc!F%?5pvSh<A0Aws3tu`#oqX<U{`ArD0uM9S*V&dTh2fdsEL4_-*BiGV
zVO?-;l847%{~eo-9}@p1t1?M1iC2he|11}yy}G+!`fB<1Us#<adVMnU>JYDTQS<JA
z4K8n)?RV^ul=yT%`c97Q!$uy}_&Yjv6Pq8Ug;+hC{=7B1aPvB@DU&3F8Gp4%3%=#`
zH1R8zN=iDvH0;La2|KMST>0MK&RkHO9{7Ft-ik#GOA0nyiX6_4Dd&s75Tf|B<~HX$
z!Q0ZZem^9C^(h#&2QVIGJ{jI-%)futLe+aL#U53uirsa~{L*gcs7)$(obl1(n_0l4
zi<@{W{H+eXbS>!d>kHI9@W^Sa=#o;a4d#grJH!{AaOpCe$-a>xBDde|-jhS#G3sqL
zms~B*uYbSpOJ&`!ONXVGrhhm5{^@_k_l<cgPd~m{`{rito0mS}s}Ajd?(=?g?3bIh
zZz6@VZ2z7-cW*=W&71GJb4ow_JN8N;+>kHbVq@3R`PY+PG!%B|wk=An6w*1;9mVta
z`=|fRT6%ADu$(PxNaWeFh8AXK##|_8%hq~MdhE64iJkvKZkMPDJbuSt7~5=qw?9C4
z*Zci1Lb_OF3ML4tYPD-!)8ch4?BJYyIB@^>(tkh7Prd*7`Toi}c{c6Ld&M(VLcjk!
z{&N5JXM4|0-mr4{=~?HzZ{6~;tG~hfZ_~lM@hT_nf|jPv(3_L@O;PIE_PKFBuJZe*
zz7NU#8@Fk9?ALqcUk)i<nLlrOOX%BoGwxegK0nsG<>!w7mA~)j|9}1Vf88DB^y-;^
z6#rj+@^SCG<Nfu^mubE~`*eNLulMJp<Nkg8|J(lH|9_R<pPGKw&e`W-x43G3d!&ig
z#pBw`f9-vHr*%Wvv)dnc?f4^>zHX9ss2Tt4Qy(r`wJF)|KREZ*cbgrF{ucK?-%Z^Z
zAIBNLbJ}h3%8A>)nTy{nHF>7GZ2GI-59@z+pSkS)VUcUxma6w2YTa*sefC__9U!+v
zUuV16#i!ei+750w$#CMqqg78;OaDcjOuMwK_S5sTJqfozZg}!&e|*aI?Qg8>SNiq$
z*{!?vZ{y$4so#HXT5b0)=TqsVTkPM(Wi&6d%<T=}>sL*jzSiJi&x#dtYfh|5-z(sf
z{M_Y}#^>nBY3Tyn3NCbZxa~c<nQ2L?9Q%(#mC3!j+Uu^qUvp=6$C3k@%-Lq?J7>;c
zdR|p~wx{^>=Pxb#=jcV=P1qF>m}V9hy4%t7pv$4du4QvuRuw0SoIJH4nBV^HoNBFX
z>;D-ObMNUsuD;y&_(I*AX}^l6hQB?0tHbVn@m<re%9kF6zPEMuO9~LzxE$HDjaTNz
z!OE0>;pa6rpZMh<9=arKj-Tl4H5H=G`Pa@%?|bl4%d5VH*S^+LtIg;&m(lzuJZ8$B
z`qt;Z#XfhBbh$oVGP^wSZ`^tDNn#V#B}{eZuWN3oQWyWdGmW88z(wQR^W_H9O%+#G
zh<r7zH}d}YyD6}vJ^RBqrmj~9yY85Dit3f^H2;`-&YoXlqd-;piC10euP^OcpY#3m
z?7CUE%61$HTeIW!hqW?CH{=&So|$X^Yw|T2)>ZHJ2=4#7Va@BC^D<`jPv05w@oaLt
zs`hpdp*{LOT`^`CWL*|5=CKP~zN>PQXzi6R-HZGJ&V@BCOAb8j5muw4{n<H{QS{Rt
zE?w`KcN0z3yxC(CuJ%2e`0RqRs=C@Ox8}`fE>55N_|2M4i|psVi+^EobRo;anow)~
zFA-|akykEgf8M<3W%!Fb|0*&RgN5>@-H>tS-}`luKY#6qbvEakE6i=H6}iv-*mL>)
z_X~fkYVSB--@CV&{i3C!)xD|VZO2wVIlFj!_RD>`GmMJ(x&+>-zH*qivTOeRUi*gs
zKV<H+96$f1!#=-2$n;&^r@jSmvwkq`zjbqa!udz5c$cYfU2x*b4CUjT+m)nD8uiY_
zsYJd175&rT(|V&f%Jv@7;^{wkyly{e7dHR(m(O#L-4#=}T5Bcc*44H1+eFUC#VdCv
zHkqYVw)yeRDw8l!+Ry3oBxu3Dp1p<dw_2O`*s<l#-1m&1QCezyx&OQ+b;f)zIs{if
zdVa8?Zt-`vLTj~-dw!QT3ueVI)X8&n8-8+G!T<jG*|48KBDtl6mr8t^&6ejFaq{<p
z#<0r#4I6%jKX~H)J=$(U?wZfXVk0sI%Im!^+^$`7XIpd=^PdlP-V;<Sr`_4a(w^w5
z_N;r&pWix;rtt~)yM7+JmY5>_EhkVua>^g>%^Gjp-y~n>{X5asa+8L;nCkPnn>BJ*
z7d}j`x81PcYs;bjzol>1pSPd&?pIW3?VI(^^|HTTi~i2u@n%&XJ9}?^VaqFd&a1y=
zF17{KMqh5#=ezpc$(i#|tkc&zH}12)(^tfWakRWrzu6m5`&f3%dakR=PEVIE{1s=w
zZSCTm{XOcrd9hHU$&@8-X8j%t#)2zb_lM=B7;VrzP@gbQk)upunS<%uSu0j9zQ1bG
zZs(G}xxRrGqGA$70;?>I&s}tuU3#k1$7xTikHO;Jl>HB9Mqm8czT4Y;&iyr<d`WlH
zW+Y1d(MfVrKlS=>&>j7hpBqCJ3P1QNo^F)ex=4`y-$Q?%$gVz--WQAp^V63fP*X^;
zv<m&#>^v>*uGpqFuZlT~OLS8zx3A-Jnx?$pKyK24)$e#CFO}VQ4Cj?^|B}kgxBlE6
zMWf}5ax&*k6A9$pqj}X>;ng3{HwLx`FY<YNn>jXR{IGeYprn3jkD~jfkCIc%%?e%x
ztjfQ!YP|?oX@caQSzP=&5&6%yMsL4<uKUn3?zW54%U8X*UQ~SSXztC2?+<9tJJ-p#
zdB-Os*&in_vy^NKeY)bsn*2GNcN>U=#(ue-Y4LSuk<a3c6JaGk*VgQb(}=&<y_s>5
z)!}^CTPL~w4qKn7RG4hAV6H0jV)0WJ--~XX%)Az*uxk6v^KL74Z!7ek5PPM!J>>TO
z{;OYmw7v#kn69y|Vd1K&mpPck*ydc^efdR=^uqP+AqtZoZ*snTdVX3aZ&!Tei<2sE
z6WN;!3fxaG_^iI#%XG$!FU&hv$}$EEGATRV>}**0HeEXPS4E4?iR^~jhkuJU=v!@D
z;lsoEMu&mr<au`U<3+nph;%$DHrceBr_ZL*<mAn3hxyePzA4)o>Mz(Vx2B-daNdr2
z7esCMyqfm+TCLC1qeAcPzuo>37rX7=;}6xF;uLs%w(?B9%GKi8EE&G_PC<Y|V!^VH
zS&51~F$q(O%Yww&*6mf^9>9=z=)jj#w+|hVy4`c=fbaADCtNJOKP+Nw;ZJ$Sl5`|m
zhHc&5EVJd|5^Ue5Ehs&^Z2$JQ#_IiX2`dbEc&b9%6}m31zWBdJV#oY9Z}{hL_tDx`
zed7tA&S8bD<R$z~Pn8npw1rnV=P;bE)R}U-Cqzeh%Dj}m(+fWBV4bFXGc$fejLEr!
zt5anQEUv4)yvcF(PQ!h6C+=y&ii%$abgrLSRQ2F{=Gloiu4FsK)O~$0Z*$-L?t?|H
z%(^q}sxGVPT;I6j`;C@+?|l<4T@W(z?s?mKq#%n&e3k1yLI1l=9}iY!)%SdmU+!Cx
z)fo8OK0xzePW5bInVWOg9%&8HmJigNQ&7j}pBpmM$J92(-KO+@{QZxcEOsyd^g%oD
z;sevkXAhRO>P?whrxY4tx%_!)<3$Y~t(AvXZ5G<HZPBUBvad{Q#Z&nG#hz-2|GJ^!
zos$zXM{c5yo45b%hjSc5LUj-9eK2Rv@oKSin)7~hf2wdUUwc#jTS2qc`|T}x7hbqT
z-%*fHw6QcfvrF2fLi)AH^ltrMj#-X@_sS&s7S{zl-=8ckv+U)M^{n<C@n6Jbj{R_C
z$!=;mW?V2s_OHS!ZoZFBj1kYCJTO@QwfUIa);pKgW|)hgo2Jdk8)#%Eo>D3x8F6CM
z`ac>o&&n)6x%Y4X%;FnoWf*Tydc~(V<#ynadn}fzd!yK$C-qr9QBdJu%le>U$;qp8
zTxXxVeOY(uy!_OY2eW4Qd;HLS=)fg5*?E%91{KZ2PbNJHecS#jGCVa$wJd6v`r-Rh
zcQ`k7Et>aQfu%(|T<CDgALd0);sPzLZIui&${CtgHWy2A&1rq3G|zOd^yy{xdJ3zL
zMcO$WRrvVQv&pNw(%@Wv2II*Ffd~Oft1Gkl`j$1wF!;_;>sWeVdaIK~@`V+_lN+b(
z3*EYc%cQ*F(z57@Qfv1qZC)tmv&%TotXS=0PGm%)rV9JV*=CLI2E22AmP7=;IV2%@
zhV?Mx^8YNWYbHI=x?Q9Z^7FAq*1Ds0`wv?Ey{Ax{GUwi!)(Q=e{e4&eu{|ykU-PZI
z`OCz@s6B78doOGCUuV5r^Jabj_J23x5AO))c~<0RVD>g~%dHpR#Gbbqis-%IbU5;D
zOKSDiippsw0@6YYHP|HoMyRb~GMal?`AJHmCwt-P15B3soUcu-)6Ktxgl>I5z4^Ow
z@UCht^|h0Wz8qAHv1r~jcS^Ehb8hnqyF-6<G~3-{)=Vl&5U3P#>hZtB-QQN^_~cmZ
zbh8OX6&-Ja9iN0xC<-ZETzO1?lfWaBe+E0aoh@RbcS}bLGhWW^dKIK<P?cL`y|P<4
zw3`2hI>XZoK7#TQ6Y6|s?2u_roz9><Yx8d9uCAI1UK`a?d5#r)an3cKlrb-(YtKUI
zok2!h*FKZB?N-cqzWAwF+k*FZS{u7nR~x4#@I+pBnah@%5xsr(j+fQaJmuo$8w(HI
zH{bF9kbKuZ*6VCOjp{wjj5e-D27I^rQnlHd)ni@esD^jV-J0dCw?|VrLfYHr3$L)g
zt)P{gknNfXj_s3nxJF;DIK8jcka=cL`Rc`DC!cJebo%{N)^oQzjTUtrWxc%cl6Yd2
zcgMaTw@lqM9(=s6H7P@A+pBF?HY*0ll)U=fzNq81()^cGjgOQhMXrs%u=99RN|ot^
zEe7Fn96}FYPjN16=$PoAs&{K&mDD=vBaWsqbJ)+_^xS?_fAz8$_m#FETI@Off26E<
zbU^sr|J?$sB8+Xzc|%Q_4GwI(dgj503;&`lY^vTbn{%J((W~Ds5?vlMUv&gKXymW_
zoc6LIwc~S`!J*2<d=0PHKe>L{z4`B*XsKjT?k-ld*z+?ulxO?5$W>1L`m^>x@Wo=+
z%2$P#S4vdA_!8M6A#JUH`J_SRcB!m@l9T7+avLA#O*ne{(a9Bj1yA>~+5D&}d63e*
zv&5?F{uNGc<2D%{_hTJ3W&BpNXEgIQC%3Q9v}3A2Shf7eI;prz`!&L6JSy5E;-D(D
zDVp!1V2pEX&`0&OL*F<*$M;R%ve<iLj*q=_D*rAw`KWlKzx&O?3-u>G6W!Ux>o7|>
z{9_ce1N)0*j2}{Wc5%Od@Ki2*&x<P=&)h$sVp-UJyfW45Ub^eUCIOlLlsTR|+QW}2
z358Xr+8Bl0n|S)V-vKS=>9wLOd-{|)QqMFvs7*S#JYQvM;N;aSu4)|fUDzR3bc(}f
z>qqscC$GKqE@`Y;H9I0CLOv^|^8?%RGj%hUh2{QvZtQDrk=nGXceccK)(v;c{ASKh
z*lFq~$vka$vxA!LAx-CdJD5*bvRp}?V`QRaexQhRQcU#4qRhF$X<uePG>h@GNVT%R
z={?72_ra&D%C0PVGd;v#B;R&%l=u2o^Abd7rk{Mb#c0t#H}MCoQIc!sP1rLngKL84
zSC@~<B3C@;yjwFbB4F88>5t-ur(fs??h3R0$gsKRfN^>9G{x|&<F7hbNw3?U8yA@P
zJt=KwL#krJw2L#nxz89ief!OoHnXiZ>hXbhM|F(t)8|IA)$ENvV<Z)~`>4+1x({V(
zlBa&zAJ)0-tZ*a!`?_~;zx=C8)L8XQ{m2<3sRxy!n|Trn_V-5~o9}EsGgU(C`vb+R
z+-E<k8kJh=t^QMxqP5}MZYTMN_SbkE1&UG<X7uWGDhJ=`{keqeZ(c=y{g2P`(Z|bI
zJS(`r`LXm-Q5PYR$4#xLj$FR5Sa*_ZC12Y0#>Q`aSC_jjTcQ0dad%|m3i~UW8?wWG
zneAQ|)Trr@QR!**mn)maYMsTa9g#|I-P?V4$&|WVWQm<R`OWv?ibr<;INbLd$Xu<u
z7~Z;g->S>Lre;nj%a+Wkk3JRoe7@yjpF@(RjL&9wXPCt{JAX5}(va}(@1Gjuf9iUQ
zQ}3NHdz|gDNwW3+#O!lh{5HfC&g*1&our<-KBkzh|B(DD{`6V)_de>c==y!m=X0QF
zdCIKo-@;ditYM$>`Pjc(3{U^u`};ND$<qAI`aZqdi~m+_y0FncH@y8{BUgNSIR8J%
z9fvQj<MVxSKRbN+et}ab0~?u7y-ZnN&v7a;y!XqDyrpL^HgB}8)s=tc=i{4sF2tr*
zb<@(B3sP6KU3?%hsWT^W>eU^E()qJmqMN^{v%MDnyk~vanM}!VJ@I0?f2TRgYB)8k
zbF7=Z@NbRB%5~Xmg?_#4SyObsdBWAVUHd0b*t$;r@M4*m(s$jL#0#&orvEw^I=xOR
zJoavi?+W>p((@Cq`tEyHKKW|uvC@B2Q%cJPZ_MnS%(rQmwSVhJtAMM5)9ep@a*w!o
z=80V5;r_p-=3@2=@3m|c-v4aaQ!o2uZ=Pw@|0UCBWWG6{&(j$@^})AK-;9Hk3RfIp
z5$paKs;b()Zq<DTa~D}FrMfEN#|wny-z@(x)^+nn(MG4%t;OcNTR1#khbeBeN$5XZ
z9GBB)w?S=#ZSa*)`M__VHP&_a^u;>ASiNFpWx~%1e=BD81vH1PxPK`y`|FjJ*>>Gg
zSq`~!y(=d!dYbDhBz4()OF~Y?M9&<SOhFx<7i_<8yw>SvRr=!JxjQm(i&_qcy}g7|
zmfC^`ORE|ZZ~s`p(7!pS!MN{?(y^(pw}d-7p4g_m;Y}$ETf1w;xf}OZX-v7$BWM4q
zG&WLb=LL@dE|(pS<!OCSdR6-tt1Z*?4fq$ic&qiUQr2sMI;*dCt-4ceSvOl#VPk@Z
z{<Fs%0pFhM7S#n`Vdqbs*g2m`Cu3EGw~9IEDzlDobB{X@HV3X+=Ha}~;lth8ylsVQ
zT{&L=Lw4DpaGaYP^kv(Wwl{GzeHX0rJNKz2&`#?p>!UBzKfVd(xwhg&ZSlFiGZ-B!
zW*$2H?4m%eM7FF?=cbkIQWcC!MtOS^9-d6$Tf}|ivqfX^qSywN3eT8b$KqRSZam<f
z&mflNkt@CEnag9Y9rD3094pTsyw2xRdv^XApRP_zi9(S!AztyN^SIt<Xr`Z+T-Nzl
zrEtTZ&`i&o+MjM=_a|-ZT%95{cV(Gb5A$c~<Lu%;LyztA6kPvNtNC!Lh{sMToz_>U
z6r?u4T=OQ%QBKD2NVChU4#jse&Tp169eQPYLaugymutrxMPWmiZvja^zNDUzYigY%
zHo^9LL#^MogI_<jRxfP&V6*VBzVQ)r)(d;qdawQ;@mqX;!Hq_#yQk0Pf1lDKw>PA&
zN`LCE`;#B8Dn7*gKUD1BjlTb%1Y0kkKUBYW(R43cpNud6-gmw^{l@2gvCFro7u{3r
z<tP4C-c-N$`WJWGZP(ux|G5A1zz3Os+h?A%{qw&6uj<YQ=EKT|m=90p=Q)2pv0_%t
z*=K(z9;nM?s(ure;?DFtTxG-TJ1YWzG_Sa~>(ToM=Xw4tyci+t>frL}dWl?uZHd*2
zduP&XJ)bjL-V0P*HCbYlSxHI6vg<*6O+ycMt$Y3^s8;gHyyg6cOZyEsw7m3ubU>JI
z=En<ZQ@e~88*R#1_pWc>{<ic#MxJ|St+N-))Sox)#+0q!ZG3%pT{w1if#>0zL&usm
zcZEgEYi2dP2siUO_vajI2lF4smFIO6TUMo>W8!V?SmAt^^U}TcO;u(0s=AXj{Z_qR
z_PElt=lrHzs}G*qeD{wC7R2A2DPh~&nA@<hWrl>tC+V699(6yL+zkm$91KALCg&P0
z6{n~d%wU$7;60D$pQ7Tb6W#0fe{G%4xy$bRJ*ic1kMy3~=<N{WT(~{QJ7cf;Y>UQ8
zGw!A63K?1)ZENI6G5r3`ktsOg#GkI#*m(<_cJLNf$~IT2>{}gtskOyGR@m87BEnVe
zUF3^ggJ037g=B899Z)=z#<5jz%cRu1lja?Ge0xfp`^Fs_Y1407dC71(7~3>(%yO!E
z6{lB!)qveGPry9$_D;vcFRmPjd!S|-|NiB7IUe>Fe@h9zPw@u}E?nWg7A42Sex`t-
zy-H<v-5+yf8I_b<PA?q`C;a#8YF@_Jb9<tksQ$AC_4F<L{a;=*zr46Cr1<xYa0C8k
z=9Rx!pAIY8bYa0M{k12w4ej}~3WRn&wrWY1?c1hTvv<okZF5!u_v&TWxuQ+gcdRq{
z<nDVSm*<e&3x%g|-btjWoatQnzAt@BpW;hf;g^Q9qkk8fnn-TV-R$~)3e%Z%u0#9O
zyBA6QZFVx(chXH-*emnl3cs=+Phv}nYUuxjE8D-kzw0{RbosKg{;Fj{`+1Hn*UtYd
zJ@rWZ6sJXzpA^@8;y62j^>UkK!Ccj#nmf#8o&t9~)pWWh?q2sHUL<{MnPk^y{?$tq
zY;vyK2>s`aOPqD~^0kAPnKw?{nqo48xBJnH^$T@Q{kagjq>O9#*_9FdcgD@NusXiS
z)#jJ;*PN}Z{`pM55b;^rJ3(>A)n#6pCv=((4p}{!oWm#ljb(Mg7e<XUp1+;%uK2sb
zPgUWO$v+!OSHUjJ-TcvJIZXaP`lp)ROX^z_^tthlzBcRMCDWyH*`7Iw>`>vq@GhXG
z>Bzc7XKgX@m9K8DWw&oJpLhC2@xOl$d+fBg9sGO!WyZZ{$0qK*Jw5$Pww$}bsTp@?
zU(8>bz*6+bt|7zt*S&e{6$h%^{%6nH-s<F4xnFJZ{cn%FY7;+i^NXvV5w9UI^+CXz
z9m_OyzALhIUQYVFEx<y*E!tNtE%wbUpA|pCCU;f_^*_rE+n83lLqgc{Z~{wP{l|k7
z&j^=V&DuUu@)z^$?WVFV6?`w=?(w?JxcBV40~#|^1H)H-F?Y`29k*b6yIB0?M^@_X
zLh*r*q+%Z4=?{K1W#8>ZM?B;IIH>w<n!oDE=I|T$*B$w7#LnAy;G>|$xoGC&U#<&U
zOnbf0uHcT<ML`QYrsLoEEq+u#ef~R-A+zQ8pD>1%?OpTsaX7qkeP*+n;Zhaf`&Sd1
z3)mSlnc9oAn@k!f_?fg!D0|oHZ!hR%btNjOwB+KnA3i;ztM^Ru><*Foaw=0eYz?o@
z<XL%@B^Uc*rhIAMl~FFAd?U^@@cJ2pY0DSRC@Fc+-RJjYn|R_DruZbmuE>jry0?oz
znps>Hw0&>J+&>N)%bc@KMgINXzF@}AAMeed^EW*)iZl{zJ$U%`>Z<>DVh<nxcFOq0
z&)?bq*moU%@b9&m(}Cr&+_ukIIT#&(em(c*=GJHRjEWy>&hGDdtmWiz>Gk^6Ki}W+
zox%Em{mP&F{Q?22BU|D_Ki_};S~9r)-G}qHzwz%bV(d<S5N^5hmst79oSL`S;!Bj@
zp9<8_D|x!f&icd0_d<8ep62aroYyV5*X(wpV!_jzJOjgv3yYt2nV*hcB)Qcl?$Oql
zzf&J^JB0h~wcbB}uD1D)NSEwtp`G_6?!7iyH|K=eyD2kGYPVUfzUz7W#{Dh33KqDp
zec==mzj{}I+__0M-eu`IlZ%74ES89R-IF_EQA|qC<Z>Q!L+<dGw@TQJFTd%2aqG)O
z{UzC-jX&7LMhE0<mX5u>K>5#}Wv}L3U~&|haL}zj=~0D<>&m4IJiQ`{vy3_p9z6FV
zPkRo#tjiOdS>`EbPc4jO+c)f;Sh;V*&MBb_`E(}tEH7P@{Q1_}+coLRSDGSsD&%;J
zENSLC9C&Mk+L~1N{ml6lR%$#?d-nLS``tHTlwESGr9*jD!YhSZ@s3q`zt#ra&A7B$
zTSaP<Xl$Lf{C&m=3%<SAQF1=d9OQe-_wa4z2^)CAQo_>sCHH5}sphk{ly<Y($;Z@p
z^mgQ>Yr5k0nj(at?J*zhhtP_Hi}C1J<}3^`agD$<^XY!90^5%cx!Gl71mpUNb?0
z$3@lPg!8)!-(CBrS=(8>XPR8&Qe3z5qRR<cem$Nar+>Ab;jEu*9T&(rkt@nR=<9>t
z1ko6yj~eBF{>*9c+ow8bndL?<ja^QfOSkx`=NG+*o7G?)=U+5a*!Z+vP)8Z#zK2%j
zdwvDWP0s9TohDeyUwFJazPJ3m_m0QMo8m4#uRVP@OsakVC8oA=;|<eePRab5=Xmo6
zTY|pTA(l6(GJ0t-zB?9`dp}l8SU<mR+kq~|ppY#W#gpzZc3+hDx%igj&C*UEOSZEM
zu6<Z-b4ge1#_FKbX<GT>Zuj?Ijd^ioX=eLe&C>U|(?r|uuvhH~mwKJZc3CHTlH=wz
z=Ol|h$!w8#<nZ0Ftg$b(RP3hLW}W+2M0&sI=Dp9_yyotmdmnF^|40h5+v~PSx7PZ@
z7I$aU80E)r79Wrj-2Px*Th{h#9#?E~3tlJwHx=UApVk{vIV1FK{<U2RTlV<8ZgO<f
z{2M;ya>a8Mt>uyJ`v1z-&fdIRIV~b@>g7F7ufr<u=&$~3I`L0qJqO><bCJ26t*%BL
z@4Qv^7q_R1+`jJL|LSXm*wJsclFwf5H;_Fyv1Ywfjziorh4a&Y3fQ)}G~`FBEqGzO
z#OB`QyLlQj<X?+Qik!Kg$D|ZgqdDXK18z5~hn8-)FO|L3*!ih&^Sna`Y@d2K9DHT*
z&GGn;xc0>scX?8dv>q31F-lwf$WD1?&94Q!*;C}!SWTF$BGe+q^CV{e{T)_o*%`{8
zFWSqNb)isEFe#^Y%8_k9IgQpa9$LsP*DVv<RIq^g$Mgb)kgE-jH=he_|I;1bFvF>T
z)w0L?E-&`8(VDyC)XXbxj?&f^pXOJka~_uDy;gYtrZ{6~R@pP>&Moe~(Gs7Iulm1Z
zce_mNq#uHuhwlAoIV`K>we@S*pOf3ZPby!%SMx|9>vq`#x)*eH4xKqsc872EKBpX|
zO{)K&_kPd0@x<r6(wW-eMlZ$nZNFn`&dtnlJ$ccvPRIJ>^8=@6P0(0&{A4Ff=$&Ps
z7tWg&^x5@5-}E{B-!CcDs%}W0$aa#++Gg`V$<#W_lh#HFul*9-InH)9$m(Q9+;<E*
z*{oqK$<h5gllO+<-eYftJ->h4%O&Nvq`FbIe4fW_vxHzy#;2bzcAw+Cd_J4~{$a-N
zzsf$uZZm(@_F6r|?dVa>z-I?iI;7<T8ksdT4jEO(2j2a@wK;t5q#2vd3-zoemaOgG
zoWirVR{l+gaaAYxwHT4!S9hCE845Qtx311VvGt&NqI+@2Gs_!+Z`q#xx;^Xohq@bq
zi66pdDCghFvr()PFW#pU5_o!!q<4an*1Zf#`wO?Ge++UtoH5(0k?F9`a|ZtTGol}g
zGR$1HrC9I@A8T}oySP|R<%Ux)UpB41HeXL)>qgK`|7_iNT-z)Xf9YRwe#LNC=f<lS
zm#&NCgy!mgJo)_U)!s`rYo04;{bjxBWP7|S^Pktwf0-NS9cI@Keqne=<7~XxT(c|1
zU;K*a&s+ce!-NUDUt1n%xEpou;J-w!)s{87*D_bmI()l@lk4;D3yW^9owYdYbZNwG
zf1^X^%U{oX|5hb$PhZ=MD5L(zF`uS?EjzTs)VwC@)nk(jOtCMYe2K|dmlSx#(Ybf-
zgsg^+|9M}^xRT^gellD&wd2yyWr4GA%xFKV^F06U+bw#=U9wwN7bSm`>vi4BT{pwu
z+;;Yn=#-f!i_+AYPsZ(?yNZADm!x@hYTSHIjndy%X6<MWc%UG%Bfs8v#Tsq9A4VIl
z9@Z6Qms%kGf@A&M#YzQN&nk%2&*yHPCLnxM(ovB6fR&Zf>$5dH(hBS!rqziyx=b%#
zxZ=yt-rH5;QUYyS5r3L^*b_vRX7UI=5Lb)zzWLKkDJx6!K&jhIi9K@n?iATbzn^x1
z%h5k{O(a)0i|>~?p6bgqxpvlx@=A+(-f5a~+itDBZAFcKqV3;;=Zo*U#%}uX<jvhx
zK4#OGGkV7Fm@UDWa?kQjt!>rbrbREeSTSa>D(Cguzhe5@5Lh-<iF4kQbzcvxK4_rk
zBD1QPKiNl7GO_B4=gZmO_sw0D>VEcT=#S4qlkF~jNX|Ofe<kHv|LrY|?Jq-C*e_<8
zZoD{a-Vwf)2P?OA+`Jv+<$X`vc;NyOfpcq4ui=z82{SX|{q|KtE1UWI)@k0_o1%QT
z^q4cYU1j_4;{GRcr*9qGa~|H}{fh%rqU5;ewU#k#+w^6JituU|RUOCK$Fl95SF>ln
zKKR>m#p9ZfO_B~1lRj$8T>Mon($;op)7ykcvY)al5>KjpTBvOv<Jea5;o^g1Mt?qU
z+|KdNVeWiSZHKcdZ~tb5A2P67{W-^JujOt=gSaiHctnrr@HzZ`ome#ajkjUV{23nt
zGjpxAqZ3)}g7|OxexJTXu4Z1M;nxXw^Uo`6S;=m6s{hL2%PZSAx*d2pSz6V>j%D>V
zkB?tg>=mE6p@k!=ktHNkGvSb*x9Qf%Hamr~7k3)eZVR^YOmcYoIQwz&%jBk*yFpR5
z9No=7oBoyY-H9zOnx621$?vaD{M;EEE+!Qgy#D3yyfF2rn4;|-R%xGxE1_rKU!Jw2
zV6#?84QIlW7ZUn&c69#Ee6x#N+I5l4zOSJbA9mWliGF|f`L~|@zuG_Uy!!Le?`lX}
z<&s+uzSsoiE?2(#tz^~ObARI}ocgD=B6Z9Df3Yi4_w27@zw+tyxA3c-xgVv!O=rK6
ze>vV+<gbJHyQ5q=aX0w$HY|I*f1ghyuid3TXSsR~ZRM8kQ92dB|KKh+rY`$szg@!r
z$ToQxNPmBBu5tKI^YX{-W%CoRzb+}6Z!mvr{rAoT>|YeOUal`(+?oH@F7W!=XW{et
zTK`S@CR|wlVDVoTwwe3)|8;TwV)!!pwtvjFQ{R&t<9vb-OtSIj)4A~S08_2H*owTU
z7CrlwtF6>))(F`M9G&{WQPfAlXhrjKselu=l=v@&HvM*;F)!CakS9l)SLd?Sk*N;^
z*Z$I$3b+&KmRItlmrdkSR?@A!XIuC0VQekfF3YRo=izs8$I^4}US4xvHRWeY)~-)e
z&i8aIXb@cR&{_P9tD2H$j@A-|^(l38HuT!b>A#W)lrT=5{^w=#nu~JVzonNjSM?Rt
z?-lt!YaWYHa7X(i9s48&rlxo859YLZ8}3;;w^H*->fsj>|D&cmdhi~-TW~+#*`~zh
zU80*~f76N29uXNA%Igj^ZSs&_f9Pn->C`oMy=UKkt?X;hxhTxDHM=gD^EFe`HaAY6
zdkQJmZCUyU`b++CZ@SBD8?UjeFeRC3o^;C!OZzi?M~g~~6k7izFSYtIYxlAXn?Cm)
z{kQJVn%94K96Vi`uvc|1Q?~`{w+(j}R=haA^+0cV_gSUT*1caJ{D0lN^ytqD>87Qr
zzGW=l@A;-pGrcLOQ=7SA%ikaGPV?;#m>BzV=4$q6$2%!6S>H$Pk689h?&3@P$1_ih
z2=&$<xK-e!*Up%nv9KVHhq-oTmxJbaiB-;p+}obn)Y~cuDBWDMzuII*Nc5L2Q<DRq
zJ=WeTXdTY=%Xwupw_x@Yb(Y23T79yf=kiaM&bjz3;qfg0bqcE<#xTz1c2#G&%`EC%
zwm<e&dqch<@4@*VGny87I`to!Ve@NN*73l5*YBKY30P#Y|C#&q&I2Yn$L6oLT$9-J
z#x~CQshYXH{p8sJDt19v&F)uemCC#4|4z)^V$X1PUAHll<d%z99xV-2_3KHyZu%s7
z`VMZ6>CFp2-1xFgD*5-F15cI<1aTEvsxz-~FxkECkePw^@e};3XB1ty6O;2nC%*UE
zR~1`#weL4?d}zF|=%(wAuC)9)C-$6Qobl~tlYCR!{x^pnCdrhrcW&h{Pj6qur^en{
zny%_zrg5jC_HX6wRkjxz*rg118$4`etC8cq@!k0Up+LQ&Dcw5n*DsEFvhlBJ$@^UG
zrxBA4e}4HFl<xjbTu>`Cv1#|Csw)ht384agW)l-zCzemw4mv87+h+CqqS+n=N7Ju2
z#RRoCYdb#nu}M4<A+*%-i$X;5Gy`?EsD!{%C0`g7q)iW<iJOw0vzUSH+Nun{tv^b$
zvO=#|`P_-|kZ<`CTe?wcbMA%dYv(%7oH6@)3)_W~FC1H!-!yu)(N5^=eyc$Lh}+76
z@~W@g?T?>sfB)iry~?Y4w?*?puE=ZuedSVnTD&fDQQa4|*UaqyQ_WVr>fXiQKG7<U
zZOsj~@A2D}OSMCN<vQw(Ce(6XzY~3ROZNA~xE`6N<Si?EXFtu6Ke|UC<EfKyqNMwR
zJ6|1lxX<D!&o=s5vg}T5u2N6uuZxoJ({prm<~yaH;8hRt=ax-hDfBx{$KXtAbHUV`
zN!wj&C%;w>l;`Ys`8#n1|Dp)@MfW<5D>O~ipFRv;c{w;!>csKeIh({>7tZnO{CP8H
z>1mtT2_m5r)35KFb!=+2SBX<<s6X2b{atGtWvw|4r)nSV6yeEp{&hTTA!osUkFeEu
zLo8?Z6nKA`{<Ll8zJy)MRtZr{>YcXVog=QgSx1S<b47=Txyljy8J;WtEZy;Uul1B9
zse=-W9Bp6uHsoE-Te(2<?ZU(Svj0ApR3x^mTzlxacjCY2+NBm<d8-Pz?EiU)+S&iD
z4yiDW5qGL)>Fs}|_xC4v)3Mh^!X|mCQ{=g%(yb)=U+L}nu;SgR%Kil(!$Zr@de@(S
zwQkuukw2eIPW*as?S8xZ^9R@b?R%s5uT=kBSL0b<$)PQ9@7Tg4US;BS>Mt`N_|Crk
zP3^g+bh@Ai&(^h!om(3@gD>pZ@vFyKkSS&VJu2a{J5n(C%o5q?tLVeBVChTqMGp
zx9!!!WtWoXKmV0D(;~o}|Kg%4tFp~Zk92VrUi!<s@k@rW{qkh%+G6K52PJb}W^}a9
zew5J>I;Ui5z>_fNH8%ZmZ~0@z*Zn`%7P0H&zQu}R!JC}^%yYZK#+g08@w$Fl$E|&3
z;&qCP%$zQ-@I3N-uJe^3*XK9IjIN2ycirCT<Y>pZk$+LxTIEacPQLx)G(FGh$}8)w
zjy%nerT7A0C$7<Sx#AanQZXwvv-jQ{j+)x`6}f+ydJ^3H^UYna+RVTIW{$xv*9CRI
z5_XH4xkedisr+7U#`?u$R!c+eq~ge1wy&KRYPdc-V%_%V_;ZHGAwK;Ed#_5D+y7&p
zt`V}QYPGdjvD=2%VkW1)h_x;bKPn`9YBh_OVYT3@Z4b`y$XrgCux;Hru~*EeC$sK~
zD>Gx<<0<jHDWtk&q8Cd>got)|kmej;iR^xXe>HBFtJ{Q5J~wE~NRfGQUQy2S#*ytO
zRhd~Wf4u0Jc+l}S!_EbLF{hvU_^o=pQhT3+KxF#Lm3z-bR5@<>mBVy->in4pj+W1#
zGPhKmb=geSTj$rY9ewB0Hpf{mIO1JTMXkZkYgx`a$|~0DKa0AT-)`r)%jUvkcX2Z&
z&PUnm3nw%<1?^w{^UYP(6Mju?{_CeKPhvl|$*Nn&dghxO^J<J!bYe52#JIBGZ()1s
zZo?rTqau6b%Y80x#RMk>t6F6pmNReK3l&v-%adIF?1jY_@of9NbcJTbN{g5i4~m(h
zH_VlrHMdS~TX65%**E-*k}ribIj1fE{5-+>chAw??7xpZk7xhQ(*Nh6-Ny%PtL@@f
zui~!?73^v(y0BXA%c@DXv;0@xcUymp=g{mjg?;=-%B@yyb14hSmAn}q^)0sa?XRzi
zH@-g(ZmTufSa>61`GQvw%TBW&S+K#U#bO$pY4WiRsc8~hzO<cSSi@tfK6i`x<72FI
zXUt+#cyV4ltVP{S&u7989vx|AdHHre=OY_K*hQF+n^-0qR7O9rI6e1CilWD!+sm56
zZz)!;HGk%lcZ{{~smzg95e`SreFg=0eD(i7l=||vI=VLJ+Q+Hu9AA{=7V%z~HUHnc
zXPg#`&-lmkr~bN}8@O|kh|;0jy-KH_$T;{^+}b?1sHxK>xZ=!3sgKSZ`k8n(R4o&A
z+P94*I?I%G)x8w&HTzomeN7gBovA38_4Yi^hsKh*_p(Fm(%p`mF{&5*+hgeLd_~Bx
z<P=+xRc+QPmm4Y{c1JzmEy}vOa^3y&fzw$xzNlilxn62(^trZu`|mw0GMloq?Dfsf
zjtwC(b46wIl^i8@*mFy~IrC9&@u!I$vkfmKTK?b-Y_E!4GR4v@Q1po4;a_ZNSsR^>
zE@KqZ^AKczP#<u=K~Pc6p~t(EqlSY+`h~Pu(VH~^Uw57V&$?)J-S^Ga%Gx~4r}x~J
z*S|b5F{RaNgY3#5R{}R4X%97KW9D9N)Yq)PAiP0D$~`WHXRU(hWu~;;S;E(w0v9|o
zy&?bAA^*ftY0d`*RUXw7KfaE#JNvP0ldO9H*E}Ugp(TM5;VMba3)?=%J+HjXX%SMv
zRQIm`Rr+SXiiy@CR~+J!=NcIQJipOz!qWf87nw!B-?~&bQvFK*p82JR)_>g6TAH-?
z`iW&{jplZopUwU9VA+q5>{=+V>YJ%OBT_%YJm>{UyHp4-Us&<-2dDxpTejzAwTz
z@A26`xi<SAgJY`Cj_HS-?B@p?+<t$r?1!4yW7D&rTk8%RDA&y1SIzZC`WTxASCFCB
zR}rQu7m7c>^D=wa9wB(x#yRHG!KsUTN^K=?y!{f}=071dpyQP8s-0YJDl_J@c}HH0
zXy`gVW6k&3XC-B?D6l&|P&kv@_d;lex`^7EQ|JGsif8R|UZM5vC*KRsq|7eMW1eZD
zac4RgI<K8|H6+zHDI!seXA&QytCLKwX|m2a%hL%{Pu@J-XZJg8$Ej^HT%q&Sw*Tyz
zW-r|3{rZoF=<%Qf!BNW2Cl4-)e&T+x^0MfvmxhN*RZ`X%_-)+fA!rvZ@42yh_QI~@
zldmkY8g74Bykf_+`IFmXpSdem_;hJ^=6_mz=Xbbyi+%h<Cr|!Qiv<EBwag?ZhO7In
zjk22dCR6nDVub?F=@Xu%NYyLN|F`*%hUwbw8S<=loJ@SZ^#L2s$Tuv^f8egU=Hv0c
z`O>r4WD-w*Zok_#*UfU3^^ZWQ_mZmaF%Og1Mr+C0h&MXkFXXa5&dySGXGL<z;j`KH
zY95tm3RitfQHr-&{%hwW{c{^`xM-?wcD`@4s{X{Xq&7w0k3zA@Ukwc}uUf{f-M76;
zWBJeA{59f&Ra0#P9v)=K_EakjSZc4^(wDU)nt8*kJO7I;%UzcisyA%DB2xLpM0ei1
zkMCICublN*e5Oyj#`3&p<-*>p8ZVxBXS7a0#FJZ6)o+rcVr%>IuM3Kw9IbdHA=~UK
zH@hq*blvi^smE=@^(Mb-l{xOCE&aPtQmFOr%&<$kM>eue5L*#;W8eLa^3(rqmA=|_
z@y#U9)qD2s=(XTm5mxh2Q~K$0^%Y^a`r4l!|MGa%s(-a>)SjFd<UaF1NXKB=pIzEw
zFE+BPAO88Z{20^fUys*`r`)N?nOdK_S|;&xZ}igNMXPhC>#aJL_4}9Js;sSd*9iaS
zTb)}ycgDtBR?mHw%-yx(Uvt>)<Nu`eR;{?t$g@j1vB6{2Id8UqiFfX13-%pf{_N#W
zyFU&0MB0-|^o#`-uC$I9ta>3+@~2CovvJy<<^1&$-n*B-wlm*o?OOYTyH&(6b7{ZJ
zN*7fPmG3d~|0c#)G<GW<S&}7qTzmD7Rm=9zE5Dnb^yAZtRkvm?3{u`4z2s<p&aTCw
zT%F1_-iJQOMa)<+T{-#7X$dXOOM(UIdWIodmXF`@Om$QXDSB=AH0i)ukFJ-eCA6k`
zNl9o;jQ=Isc50rzrNY`jX>F&JnD<UyD70be{+SDnRtViMiJ126uTavjEn#gtt#9Pn
z-gj<0b+6O!|JxG*mi)iHCA2yNZq5n$_2qN4#aqT_cV(V^|6cQbuizyi=Tx=70_DeU
z90-s!6^?xIbKSZVRSY)|T<+YH>3shC%V*{iTJ1kqd0f1AGT`Te+@M{O411Zyb`>8w
zqB4Q=gi`x~pL}V{mj2$?vtU#7ue9npORG7xQh%|gszoht)1T3@nq{h-a<17^El1Uc
zz47h=CrzzhW;UH#)pOnJ@wX2#t`!yQ%B$Dii@SZhc<=6lPu@1+riI@=$J}<b*i)CE
z@y%m}Jm*(=sabPhe~DlGAaC`a;F#t67d<dAES=vpS!T-hb=yVf+$fyrBO<fHc-^dT
zb~|(f69i;VKUfoIz4xZAduYH;2cJz^eVg1{pYd=Vxa!;bh;t^h#-@yzD~kh8a6V^f
zF}k<5FGXc?Vs<CX-hj@;i!Z{s;~!)<>6<^ca=6-bnWNOF^Hbq&z8Cw|GX1Y!KJat3
z^G){JuqxS!FQu!Ndd%LpdGV~j=dWv+Okp-$A~}=ise|=1rR+N&_;v*?`!BU(&cny9
zE*!727c?(Sf4wZ(`q}5*8YLHsY&uSFw^!fw`1J}A#;sfJ%s8YUJew5rFgQoV{1W58
zFI9I|yxRSJ-OL4w{^2cm0{=~v(5Q)8#lfjj*}3@eEQ3T<|Edj2DREwf$M4)cbaWR>
ztcqrWmQjy$l%UfW2es#W0=O57Dzdn3^gr$~|JdpqTE(J@-_3Tt{d4y3`NjL&HfdPz
zOqz9S_GRwH30h9Cu6ACY6MCbE|8T}@QN<fI=C9r*XgRU%4AFLStCx_NX;{o0*0n&%
zWz*s`#e3m`Mw?8h-8kr{=-J?Yaks2({0Vo-+wIGzb_sm)_#g4I%GG1Z!ekc-#=UX3
znGc7x1pLwFx%gNscfS44{)%g%6-PGLRoG;I5dZh6;@SnRhP`*&cNwKNpO#_D{7|Xs
z!RX$>CEb4@S^LzZhi3x*mPRcoJ>zqJg?#v-KPJVg>S|7hHw0WUR$8$!)Ovrw+9{p3
z3v(}>&Ezpnw3>d?;JwTgw&c%?UWR&Q@MswOtv0wHnc2Wm)S&cshke}nz}@$pOqXqZ
zWBL5H;YHJLD-Yh8u-$l3%PgxyGas>QUhY^n;j^M!tpn#=sTY@x3$D4aEK~F-U2&^&
zDet{qW|algUj1I%=_jUgxq9t>H7i9Py9NJT873bHQQXY-qh;dX=&w<WV^8u_brw%*
z?B6aHH}$~9lH>LPQ==IwbRP0;4RBR=7t8914tKt@-1KbIJBDpavlH!pq%@pOYe+i(
z^U$H~+Q07j)kj;L<XUuU_MDEp|K*)un9FL^PkZplC4D}V(eKHOE)SL-`MBvtBFmcA
zA_W1P^NkNuWYgb2Pc#m@DfaBa^tUS<f97qIU%?)4_IQWuasKy9|G&wu-mu%z^Yp=Y
zX?B)-=iTi!*gC`Ki<HIPwDRmd*F4W}-W__lL+s=0nTy_^aroKr)GD~-j?1(1)CCV1
z=XhM=T>otH)K4<%8OoED@|5TEM!is0<_TI|n{q_p`_BoJUn(<O&edCgB1MBc)rG57
zgsWA_@Bd!cJzFwTf0Ueb?$giRbKNN6{q$mq>P(ee{nuaKRD8Z*{neeW(+=@UORVE$
zV2HDiP+*IH_I_)f$ARkNC1?I`EUbBLQ#m#K-G0wsDG3XY$*tUM@T4hkPi(_V)+wh9
zXEK@J^_*CmYAq+(lmDTFt)sJILv7Nr0}J@B?>OrE@MFSfmrZMwPfC7!$-k`eFbjWs
z==mGlx>G-FJ;SU&$*H}@F!0#4eXBxKg-<^5=B~B<e*e)i=88#=xQ;xN`C4Ngm6ywr
zkuQ0jx2nWb<F)>S0PY5V#%KRTOv9}6Z{G;*e#&7l$0&ZJ_wwJPC#}mi_SjsREwCff
z+3xPqpk&whu(^A@#ZSvB7KErwtxFL<eVR>r*2!3VnF*@}Y8p4GS<6h&<@1P~{8xy*
zrSIxjHctCvj4NOJO<d<c{VS{Gp#^K!pAIYeWtv(m)xRt9TD#-Aubb?co>e^kw`-Ff
z*SmS&G+r+*H+r%`_GC<CJi{~2Q@=hXxGv{St=;6hc*6tl)4yIVo3;72^^CRqw0O7Q
z)>S()>29n2hJxnTielX6Cpd3~?YPL6z3bec>*Zp3SI$katu24pCdX;cZEmIS=h*v2
zE-d@9hfVH|c}!OiI|zj))wz6(2%I?2C1cX`pXXT4^okqLd+Ge(z*gDQuO7&Bi?B<m
zZn5!qV4FR|tRl38Ng`@aY&2+Ho6x-NyMo!59DCznlczD&OL?omFgsiB^QLKH8%<cZ
zg+!_F^;EDcKRO`PDxqYos>1jEL}2ozx2`fbuA956w^T+va$r<{HKBQeMOt2Qjvw=-
zAhAO0qiM@L61Xy%_db3+>C~?7nv4FAj>+oH)O9|p_w(3^n3-qVUS(`AuG)6j?`_Kc
zD|zY`Rm_tlZBm*)oYc?QUL4LX_xiK!+p>4oqPKqSdj6}~=ZpTTi2L?2^%FYn(&lZm
zZhI}iE<*lAAoE>El?)+Yr^}IXDcy6QKDE3NA=h%jxo(%cPIYMf&s(h96ti`XZ(uoc
zwd5hg_kFcb7kk~SKJEF={puT^H<J0c-G84dUOqkePWV0dEeri^zD=FJ<akp2PXqZw
zGq#F<nYw=WYu!~fA=^7YtjM!ob$j2cU2ETc?#uBN`SSntE%{uIU;mkNeC_pK>_7PJ
z?Tbs|H}^&PebVVK7tpfTpIm)BNK1c5c-gP~m(N|6On9VF)0MerXB^Yxy=}*Kr_^hn
zo2Pg6js4@4pQ0tlzxn-MI^)=E?l;pi_UsL8R}xMZ-0If2{<g`zd(XTC-YIWrT>SBy
z%_`0=v8^K61y*Nx7A*Z3m;Pp-<73$k#m7zVF{YQFJiS<e|9X*RR@9=8-(Dy`i%)-5
z<`cFtxJfW^y`KNJOMVk}W!6jOyC|;tlD~=b&5sri1<pvfq|1?(PkuJoFmOchm~-?0
zImqoJXt=cA>R*G&(`Rp4BOk5*u=TymS-#Km<*g6@u|4u=d%7uouF=NGCDMQTtrw@w
ze^CGCT8hyW>7Vj~rmwqaF*eP<7Pz^bU1Gl0?b~t*clb@Mr6le*&U$<2@8!l>XQcx-
z-!9$Zc=nRguh{{cBUG!u@XtU0O}Sy(=jM}-o8QTN51%~yX2{>lvuQQrk~`n8O*8(R
zbN9!K3AtvEO<(k9njO|L@VS|E?m_#kvn*HdeJZnGbkisJ>CYqg87p3Iob`Oe&TSK~
z`DCY_yB7KI+O(%@S*E)=s%(n5Q>eds;-a&R{vx~THC<wV*Hmu$WA??6@s=5@QU0Z`
z_a>UTrS<ig^DGpsxfjuPZ=vxo(dE;OXFcEk;Br8Ok4Heuk%%jsj`pV1YPh!EUBjha
zDgPqOkKx0ij59OVRlA4e2baEotlD1LDa|$IeP)}V{G$lbnZ1I~(qCTK_>*%_g01pp
z*7JU%=GF#!CpWz>{H6a&R`STg;0Uv>=UGqBe-22ov$B}%x@6nb=UIkoar_NY0zqDh
zzEAR2ta)>}PwIxQbOFQD8xjvnWd0UArp!2#YW?t-wjT%AHGk$sdm|(~mrZ}uz}VBO
z@bN^So)*`u&YLM0_FByqvB=sq@4=>vzKuLN{Qvfzaa?aRXYFsdX>%AZU(vj)=Iym@
zlJJ3d4>yT+YDHJpAA9lDD<$G%kx1!v;n<q>esesoM06kMRGK(b)>_+=al*dEyEb?<
zd7m@>;n*<s#OLm%@>5U5KX0BRVE!ROPFf&uZu^;^-dmnDW|kHRvu{}!*R;?sBje6R
z>kgK{uq3<ZKih?j#Ijf#3qtptdua4gW?8i3F%k0)j;GySyXDy2->Q7DOFhjUd-Tgy
zf&6zDE=`}gWQF#lb+3P}dij4_)Sc46HUEm2q^y{;QiOl)5kn&l?}E&S*2{z}Gc=ZR
zH@iQcY#BP?Wtw-K;++j=4maF1=Gv;XJ-kfr(bY*))-F(6zGm{V?lotdl6VczZc^xb
z%BaY^)9}|mkNc8e6BwMc=Dsv$XrB`kHYetG>;6>_p3mIw{b2L1Lnlw2U9?ZC>rYJn
zy{x-$F8+)9XU`da#ZR=!S96lWZI1VEg-y7t-~9XdSK{(a)tndex@9-q-uc9Pov<al
z>a{8#cSlh^g~W<o{NHw!q*^=go~tExPI}7=vkPhda%T!Fy;e6GJ-wsu_rxrxg*j;L
z7v=9PL1%fjn%iV+3@$q@^z%CY^l-wev-y`ZcNd%}+Op-d{rpMXz26*MSI&2O)Gn8i
zy@12)*@1Pp4jjKFz<N{Y`{dm^=eoS)=ZJ_ET@#!%bx!HY^IWM{f~+I@9<AaL2%5Ol
zG0|Jm{f%EkxY<S9!v?(_S9CtTzV@<X!L=FZ7avcW;jDc8Ld5yPDR(a&{gYbZFr&nf
z^-=S*hza|R+FZOhPLBSmt)p=6rf2NGuBaf@7WO+Xv6*aD+y6{W%h8<w`g8a#hbI$z
zbT1yTYv1*0V^5CFu9xrE{#<P*vEZlvnfR6cIRW8W1z9QO6Wr})@87k+aNYKdWBkJV
z<&Q7?|69u3t@K&o<6}L+8}980)O4uU-~F!gE%#;C`p~)4b<Oh5e3A1v&pXqa%H1oy
zc<r7`XD<G?`Stp_X`acAIbV<UR;->A8P=q1!}>?bT-sdfckbB>i;XXs9u=yeE@XJ#
zG>_**^RWVV_L81Y^_I8!t?yplQCKzGTFQLVv@>RU_pEB?etUIW;^cuj`|oZyZ0c~W
zm6rcJ@8g~G{s)`F4s4q-Daf}^Q<KZ?P4o7z_J1ec3X4A(wPl%8R`k~?JyGupqQ5EJ
zmUSpFT+$`JZpwDQNs~46ryh9eeJc9vbVr4v^`F8VZ@mq>C$&NSEnC~#PbHhv_}{nP
z`*Qzl-i<H6U+<ZndG^28d$)^~>%Zo$x+9b2m#=mx_R5^|f=*0AS7pp6GT&SuP@EK2
zymRTDE~&D`O?wtTd-cZUo%8i8bNHvvms|Vu!^+;+t1+SVJ7-DHeNkz8{ipC(*DOEA
zra=Ea@=KomaLqTIA!+KKxp}U{nSYL^;l5L44+|c(UR3exvvSw-#TCvEqo1DH6fb!6
zv%m`FuJ7wzKd#z!t$BYf7qjpb?Wom)5;xMW&XeTcsAlyyUFTdvYT%~(Vd)wy3<rKL
zG&u3jKYkWlfXnB;x4LV)x~v0SK0kZOyqZ7t^UaIVe;)3c!eB7_spUQf<<>28I8V!b
zan$8EJ#l4^f$oE=8QF?ASEQTW-m&iU&L|%)ug~)$9<5R=U-cp;pw{tOr`2EasSY|{
zFYv`Z_7CCfQqnr=%lA28&;Myn^Efp>tnuqOY_7KVk>>MGhic=;=c_LTRC&LtSoc9G
z_^p}!<cSwnewZ`G{qEi<=>q=8r7vE$pFUT$z41J^ic8K9^=B{KC$4<DI>L2brvrO|
zefSyiLpx_G<Sp3u?7`nWwPK@LY9H(ZMPBb<*mlHqVOWR2;#>CZw@nt5US<tbxO9s7
z>gsvx7b(0o__eH@b5ZaU{VmsSim%jqc(Uu&0p)pe-JycN+GKN%WHMD5JY8=7_OM!9
z#Y2->jVm^{-n~4fJVDey{@%f7@|#5G3Mi})KQ;Yzu_MbfBacvKpTpJ%Dj&Q~J0tSC
z)#%(O0iA!$sz(ma+1!}PYIRV%y*)XocT=5xy~o`Quf+|=qJ1;Nex06i!hP3%P2M-1
zyJuhe@y*!ncS~AXuzu&6G#-7Gc!TzJ3MEfE{9^@#H1?$ixo;O)y2y8}re@}6^#^O$
znQ*pbsh{XSIlU;<Jt*JrUL?b*m@IE)edg@2l-t|591hOErxo{hNkgal6KRh#-V3&K
zr~589SF#j1)Us@wkV%PU${97?|An_)iWKg!{o{|mr~37jUD}09A1}9=WuHD5zT;3&
zqDVoYpR&XxnHd^yqb4Yxm}|=>u<q1{d$pH5YJVKKy17(gYPpT9{#&t^R-CyKNxP1Q
zN7w97JnFL{bL-y7FVnwrCNpSV4OqG(LCfYMGhcLtNsj)L4RiMi{avPzs-ZMlMljBz
zOZxt^4PR5faC+%=&OBCl<J3jdAC4S%td1vI-#t-u!_R5SYTnLVM~^Lz+bwgLH{EWy
zwymtc^ssBYOQQUq8vzX&2Rykluif(0c|OD6<?uy^=;MVqs;nAS`EIXBR8f8U=Ukxb
zH0JCzpASF$t~+1AF>&Tq6KTHF+a~c9C)ahY(=gr{A|QP5)nUFVlCF*W*BqA7vsYs@
zjF~(!=hsJW>oX@C1iVEjO-Pn}_+qKK)fv{nUn#RsW+rhjb)A#ORjtpmm$(1O{wqo6
zQWb5()S5o(Y@PdALU`upHl>sO+h(keN_<q)+q(Z)QkqUp{*>kF5ohGgKI~qaUw7fa
z`)3c+#EeZoxTda?_%U^I%=PTx=*%kF?wh+B|8t3LUN!l|rOn-w7rRZ+>FQb;*;Hq*
z?j-&E<fiHApX61!vXXajbc8=|E{hdWm2R4&)m3xjj!t*ZqK(dx!mA9AUf31-d;!<v
zZH#9t4m^BuYDZ-G@{T^qR?yB6o)S%uC+v%acyx^G>%}6fy_B`D<iDH|&6hDbWXjy@
zrA`OL(gYnNYBF}Q@`MWn2R>%d7nvx<=)AFi@3~K36t{lUJ+fKu<sGg6Z88U=d0zGY
z3wCfhXX5s7MkC{gN#Aoy=6vh0DZDILp?GBfoqF-VGC8?CLJ1qHmY)1+d+^oNYqH#h
zoSR)vy!5}LS8Eti>%RNTeDO7Mm9gBvXGLD0ySeO8!q%1rftkMfA3QefD%Q`*d3z|&
z!(q)6CiZ*rHx(o9e!p(`l8?Xq;Ne!eR}*u7J$^LB?A+HMYW(INOKqP&)Z4lD{+kDr
zjH@knR9o(F{y%Sa_Vv!`3QL$THcqe;xa7U*a(%t#c}MXz+w`40g3UX5ZP;z&EoAqw
zJN+tGUSgkfz~6c0zjmAD63;%Luk<T)d7yVbGk=Ev6U$bE`R~8XIrh+M!&^DCpr`zE
zc5|H;%T=kLu&kl~;GY{eJ+hA4rzl^IW7fan5yJ6OwAS59I(Lasq^3rgbmzBlr&ICC
z%7PLKtaG>Ytl{kYFJk^E>gVbIHb!gOHfe0OcbCpA%fH~Jl(L6c@!^rLbN8n{=!@)s
zH?3DBd|Du1_D#1-N7tAM&DFR*|8!Wy)`_<cgzdcU_Nk%EReI%*+l8F{mL<+Ahn>xY
zM795Jyi_WEvV60#VCJ3;>6g{FO{_Ut!6lWjY{9Sl?*g)w1wAwsCA@Q0vV=EZbX)a#
z%Zgdo6<^35zUundm5=4F8q3@xx4t=E@NND!UFn6>jywEL7dlI482exDce(IVC_8J~
z%$(AR=W93|-EUhS<=E9V_4c;In`+<R&UQY#SEDtl_~v1?Nl!&yamAjP6{5npJYf0E
z>pr5ck*E7=0@EXAY3ar_*lSGV^ffKHJaMg!uFE^O=DT@|GK_z;6g}E{&a^qp=<2=;
zrz(ZERV^}|JM}^1?Vv^CGyR@SEH^J%_qUJx?S}A4zwa3BzQOY6^D!P5#_5-Xx(m9L
z3ia<TTIDIu@a0e5-JP7ghc-{1<8xf9{+pwe?t+cCN}NLOR=-?7HFf{=w=Y(E{8dUY
zy=iyN=(pvPy7(hyB@=$l{2LlR>*4+VsthJuSMI5P^zHgJzE7bd;+@tfUJG2>aEsyN
z+CG<%p!Cnj_b+L#iT+$L<817UODp8-KkQ%rKWForpKgx5iHGhbrWLb)oc?m+j-AHY
zn~t1_vUyPcQsMpKb+fn6-eyv5*ZgQ@$2qqZ7yCQRjap+XySL{)@Og9LsFGcKLq3~X
zy@-fIgy!PShEE+<-83j{*s_B6U1O)4+D_GD4W~IaFOisj@cap(!mhxBmp6Vqe(YNH
z|C6uz=Gc}nMJ=pmvYxtM<SkFWw)*WkkxNtNsy(^2<o&%p(NRzAcKQ@wwRt61RsXK1
zWdpNie(ReWwNg#NseXY8CRZZdjXvnLJiW79`$Fs8+t<{cIke-C9&u#wXx<((@r9qb
zB9GvL+bJn~Ttqba1UXVIqW*sIP;<T#bhggh^jdDnk^7edOY4%4O`W<(V6qVR4YqUn
ztqXfwFBkD{j<OUF$=h*2<l1jt=_lU|PxkBPZth>S@+q(5&NsSe&PQhdaO%1@^@5P*
z95szOz8VWTLvBQ9<pi^?-FC)=@i4Eb{{qd$&ld3U9I>yix88EB`Q46+w!WH6t14rf
zlD{6DQhc}Mdiq!W!l}-|cF*?z7YeTXa(U<3DeIZ<Zb>-hZg}O!6!nxT8+GEdPW9KV
znC?^Q6LjC?srLSzmo`87eYrVryV&mYQ|7lRor_vK`;%yUmRauhNk^yHCtbI<D$_0W
z+W5Wi##h1J+YW^vSvOJsQT&01m2VVzW;k{7@!V)+{4K<Dqdxz?ygs|dUar)<l;V=2
z)Wlp6D?cfV%h-s>6O)V#EliD2PfXf-vhRu48l4^M*LRdM$6a_J^~kvDs(eAi_jgLK
z81Mey|3XIPl83S8vomXomBJald-ck#*p(w+z28~+-`ZsV?{|-nOJC{ZF8T8(@Yj83
z@r8%&_usp)Y#H<J`-iLE{rI{6(!Y6OD>C22IQ%^@OFw=8q1v}1HXGvQFWg)1ssF7^
ztKoG2<@Ns?+dq2$?|flp*0J^5xwB{VZ~R^NdhMSBE0r_mDSxrt@OK8^oBICZeTGTJ
z%;~~4PFIfo<b6F$)cTV2E$Kb6U+U}ru8;r!ef|IM;oi&{_HW|v2GsK({#Y@G|8LEo
zJ(1-<p7%@C{{Hy?Z~n*o{rMM`ZnR~5v0o@E``3TFZ<dPLPo1xNF7A!Y7Cx<h@b-f1
zm9hsE&(;{S+WDW`%&@TZo#B*oqU^sGr@Z)lXPw&@mV{PC_JY_Vvs5-Y!RA9nUzy+9
zvj5-59dv!M{j}AM|7sY{mF;|bRhy&5(DuV~_dM&W-lv>e9E(_A)t|R;+-1oxb|&)h
zx@fJ-$BVLOyX#Ed*8PC<z?Kl1uafIF^e$Z#cJ<$^=B1A|u{}@s&2L$)t~1qEvg&Zq
z#?wC+r)aEszawN;>AN2jm|qm<L@oclbLpm-I|0)C5t?Q<zlV3ttx8*X<;#xw{6#V^
zRd1EVw_kF~+-(z5u0N$P(5$ch-;KX^`||bQ_HwgcX)ld=GqF%qM)->*?=;Vs>`h`@
z;`pvC-LU%izB{*1_VsSlK3^GFTQ{l9$H2>3{37e}?-QObT;KFzZtQc8Uk4M!qqdtL
zK9tqs{MYG6_MFQZd*{a;ZGQA7O1wLn_e^E`N8M=~KeL-%ObVEgxTEm<Yw`25g|f<|
ztyErxpU(Q<tigA6Rq0RtYLDYh(_})n&f1?cVdvztJF>-ZT-f(A=RNnDpLf6JbFbN%
z+xT(C&z6?|SJ#}c>sec$VSPcQ$}NCFZ$a;mlN-I3hiw<1C0dxt|6s>D6X~4ZnIX&{
z^Dk#gJx-Qr>gLo@x_paq_3M&Y^{(Fb^ExtKjfehi-y^S_pMEQ3v+zN=m%DkNJU&u*
zuKlcOeAc<3SC7wF>K7y){UPO0%^qKpmoZ`5>4P5MY@WFGR<hjIixqsH<-1s7-;vVO
z1;1?l^0U|fk7zr4`+ViDQprz}v$>7AEUKNYbJqOis^mW^d|1lFc8`CQ<I==#soutK
zqHlI*ow>I3?cFl&h~_<7f3M!u{#e(nx7X%&sr2g%k7n-EiuwXqjCi(a&yiVO_iDzm
zi{HXz+!=Duw3TvSoUym6RQJNZNU;T1!<WBqV7rw)w=VS4nUEV|InTaCCjN|gRD5kx
zLFa9Av$>Mfcif(1V9#=6gIABYjsBF|(|?qhgnp}=tv{R7%h~jVOKL!>cE$E-r!_wx
zJ}YwBf#*r~L0k44lRs_#$o-+e|D$Vb!p@`f<9RLh-&TF=X<P6tQ^8~D<E%wnJ<H`U
zFl?~q-JpD9mcX_k*SVY5ZLT?Iwa#{~vuFI)Mxk?o3*&wY?Z_%RcbHjL$n>r9^7vE!
z0s-O2W0xP@x^Gs*i#a^UcspAYBzAI^rYtw$GrAe|f_dErZ_f8yqo+nL_Wr(fx?o?Y
zl8x}eQ*F+z@6C8#2!_|^R?KO)+1kSY`SKLm8`oJBc6qcFN}KdrG?jd2T=O<Dw*Ky!
z^TsTfcid+^`bGK%r`m$9Fx#5%$1AO$RhAZh`TS*f{clVD{!2{$`}Hm|o0}Y-nU`;*
z!QQ(lZAZgntG5aJ=bmUZ+R1upjR(KmqQ+%%H>EB_*h_6&!?wG1Eti|yja?TqPgbR|
zSO<ss^eeF6VgAzb_(P0s(kVT|=1FpfYpd^;zY^S<x94+jRm)2LpYB(bwIa>exZha)
z-^Z5e&sP4+%D>WPioFf~v-R7D7wb*Wt{0uW`Kc@m^GfIG$CTb^C0frtJ9%f7atx2k
z^SND{%Wev;D*LqO;Oq-L*2R-$Ra`li?0CCatoY2N4(6MVXN#`PkNvTy`EpT!6#K6(
zY3W7t?A$(tgcp>o7vB^rSaa0$cGvvnvvt&hn16NcmRh(WEnvFQLFapmo@_OLz2)iA
zqwCJz{?@ebWw`Fcy4Hu%Q=1d-E_bvv2z|i!G+|!3K>%Od#Er783s(wCCjQ;T|LTdH
zqV<O-e!;zGS7$%BX_}{8y)E`gt7vmstu#+{l}vv0c7wErn-%<aSzMcoeZ#l2Z{#g1
z@(+uRzq?d;h2mO!kGkjO<{_K+C48IKsQuBx?a5oVZ!&Cra?Y<jCca!Xf5t)Kq~7y=
zdHkD;-=3CW3tWFIC8Z&Ms^g9;MpX(TwNVFS-d*o6?{$jF-7auw!?GEUTpYUbr!T(t
zS-EfRYVp6K7Ijq*D$czB$R%TbwrZ8pQF#FixnnK0xes>arzij3=~{J}N!a9!M4xpZ
z+q(D}Ti3<DaGo*o;8u5wuQyv(dCiO!%4>MdGdFkP&q=c#*R0L1cjDtcB<3BgvF3cN
z4p-Aj<*mK3hP%I<V(~tA@u0KSgV{1ax<yi~OMmXrU}Y1KT`jO$;Z54?oy@0>M$QPZ
z6jGlf?bz^8EckO*-Vf*8w_a71kCSyafAnX#8+j$I+9o3VV0pmFPlw}O&UannXPtif
zo969{jvq`aesP6AOp>25JGyE0wfB|++qW0=Y`7BbyXc(Q&G?NUzvnQ<ZTu*_-TJ6$
zomt|V(~Cb${rzvo_RsnEzPG>O`8Bg;<M*#$?Pk6Guz7~oo1mGO_w%LSOe$M#C^@HW
z{%0T2;uP&SM?-ebSZQQtedGSYkiv<x_J0(Ue4B0%`l~MLu-E^&E^>3{e(-v-(`MrH
zLtk2o{FVC8`2RTOGVlA+O`p>CO}4W&FL`jT?Z@;B%ll7m%=TE~A8m8GjO)NWr}=EI
zb&h<~FD=hKEUJ<b!Ros!gmvM&bfsPH^S{ZS4qfQ|^0Iqfg2+^ZXVWh&uU%)?V|VxZ
zcE_6d>c`4uYm$SQ{Ta7R*Y4WcAIH93vUiC>M6$Bi3bVUWmdg}4<o4`UlbjoUbPbEh
z$CLwX&9WC>NuBuQC-pj}C53NkuYq#t&%chbH#RJ85q|97GkJG*vt(<BX7+lH|H+QW
zm1<AQq@6!9<q+q`hxa;uS%vIzsCvIT{Pf4ix3~R0?fR)`;+`0lhu(IFT#X#wY}~7D
zqO|Aca*3PP{gXU)iFDhg3!dBSq7Y<}dRSy}eEX5GIQ|3cuU|6pa5@xXH1Vl#<gJI-
z6pr@I<zFWGJ>;8Xz=g>b2I?FylbyW2N*ruF;>gcmc9J!?f%U>e390JhbIlL9PyUn4
zNVc6A@5jKjdy&Se)_4*5XoukA>(9in*6cUTzjyM|=7)<;RJ4kwwk2Oake;M^XUlgz
z#ffUu|CaSi>uvFw6*2G8j5%D(6K=2fUn9yKbnEk}%*@9(zfL`3u_Wr-if*ozbyL^K
zM4K=8-)3O6Z@1)?^#-4`dt%}epFE2fag#gFF1C4<&dK*Dubp`*oDlQ-(}NVAb2k`V
z6B5L49NuJFyzkN3o3q~R*`Xf2dEtY=4QVZ(8lL=}WpdEjhpRemTbjMx#n(0QJl}+F
zm6u(SHF<k`Li@3V;x*rEc&;tmdFTLduHN%EZ(CNpG0bef`1A~8>{F|?CvA?sKlhc%
za9YN^l+^nPUwhuDr<sa<XHamyZN9>8is{Rv0{h?okY>nuZ2Mz}=9#wK1rN?XSm|HM
zySUb1!fFwVCki4favq<U*s%Sy?}VG176||RtSEY*Tt)5Ne3{LS$tg>IiROz-yDscr
z%-?b7&D->N=Z2@Vq&J`MetO(z;=k?eGc^_8J(;1qtMl~s9vP1R73=lnJEY>*xrimp
zteg47{dyw5q4C9n`I{e}`*y1=B(ACHvfueV;*TrDfB&Aedw$=v=fyeK1CGz{D3{-!
zf4f}o*qyZ-PvqWNSG?&gd)~cub>{c$Zk;<<H~aDNf8Tf4ne^WN&vEDP|L6a${><n8
zzCH2Z9R0fs&D2`<Y0gp(`spjFBrW;fvgg^4k{x!lE;sMoB7U~;=+BQA=cpy_z9<vF
zdwquA=RX<e3SxZUe?Ph@;PXCv)(?Wa64Wdk^)i0-smyM;S1u{<|FS9Ah;QA4#~Z!O
zmj>QmAds^ERPvXddk%)*H`BlN{Fp6I$c8mDG}`VNR;JtEQ%Emk-nm}URiyl%V}+(c
z@K3{<J<H$xnZEYJ%E;nZ*~a&`9{RZQ*2H;pudH$id7Q=BYFyi`pn1$8;Q7yWuB|?<
z3_>x12gBbB$rvB%FVon)ykH)C{6md8-EyWi?L0Ra%)iL2%LseMa%^{UE@RhQwl(hW
zRS%{cc9<#Gyj;Jt>#}x8aK!t_nI|K%p4gO`%6G}<$yTn}!0`T^fuGtOy;nh(XY3EW
z@m5<{!Yehs{=kE&4iQ)XoJ#Uq-o}-d)%DAJ-E5i4*P>i`H`jj^yfLNNZi1?0{@?bw
zZCq2>|EMqevz7I=(jJBD%;8faZ}?Zwc{(#cyyfze4x=T7t&2V?+-Yk3P`Jc=&(?*9
zuGF8q>2LhvapLRE88^0Sm6%@CKf)(|VMF%aJr~MK68qckniPDJ<E@sqnzJ-<{^El2
z%uk7b%-oKA&$wY{mfOTPu`Twqh}?>4{wmM5otkyV%A_hHrq|HcZ{{`)lig3Uocw=j
z^lV}~Joj`s%bQhGjsDNOzxugfzIJNV>&W}Q8OjfDZkjk(ZM|#hiaY%QrDmMDx^M5!
zx^RuNSlC#r;GD4WYL3<)vpI8De&7$5`4`=?ZP~N${1Zb|wgg6aS^4CtZaF(Y`&Dw~
z-Q0#PIfh><C#TI$xy*2~u1$&K*+d~h-U&C`zNs-UF^*mT%#n|cBhYBGnC&FiMmCR7
zHHJgHFE6jCGWR|7=<Y>^K-FDrOIuzu$^E`@;pAoa!tz#D=9CTmj~;Ext`NENh1<Gp
z^3*RM9$sTSY%0bx!82m>DF(;fLaCqALOs?P+^#X&&FEy;mau=0p+lVP-An31yHhS{
zZMNpWdcK&=!;f)S$>Q@?j8Y2mS1-QxeW$Ou=y&Ytnq%9SRlVOaZMK?Hd;8KV`$Jo6
z?5<WH-da<?YJ2bFyj9zOrp}-KYOb%4-@m%0Rq@*n^?Um_eG}AcGi)@JJ~#8M?!@h7
zvL|o#>)bdoWBP=fiU)oAk9^&uxTwSRZ^4=Sj0?1`Xo<XE^d)DqSkbNaS{`;TJGTq$
z(;^F7Ek&IIIk-aKyGjbmIGm0ACgu5c{hX}8o8RqEB<*FMeOCF#w9~m8e=W}6pgbdB
zr_-|R#Km6@^smwCf3r`1X{nXbe9?tFI|B+t`yCSAeKMAA`D!Itdi!A3GNJF4ldLw&
zXFRqk{B=d)b3=ge#A(rd1|R$Cm-b}MPJDXbu7Ph-Ye;3z!QzsWx)&b4>Uv&xd49x4
z8}X2^H4_fpi1U+ZSd%Ah{`1DW)fM*^R;M^dr=7N$(0zN`+vOZpC&XsmG})Dz?R0(R
z@{PRuf9tfb&t=jwWN453HS6Ar7ivo4TMzHM>^=YNX7-AgYp1@p)Zgp-eNVvp@=Kcy
z7u9}={A=sNb+bxAf72zcqO}nk-+#Zj{cW;%#hm+MrwYQ|To0QFOgwdI(;mwck3^Mj
z&*pwz!;!pN$bS7Yfiv^p#IO}>d2iGRnEsusOf=cRvHFqBdxh8)!uL!+ZuQ&mQttXi
z_Ik?ZX*1mYQ><3Dn3u5!>MlFdCAw~>(kZ{dkh7sKVN1`8T}f`u_g^f1<A#dPnmGk8
z<iu(=treHvuBmoyMO)FO?26JEK^y)Wv0e7r$;ETh$F!z*^%1A*Ydgc%-?;0$(fWQv
z{KnnkZ}NUJzFzGve!hB2&Aj@ubrQc~eYM^`>oUBw=EULClMB;koL%?#Q_6(8eUbBc
zj;vJJVXz~5HjnYqocreOZ(FyXJhmj}{dKj^(Q#3;d#3aszIiL<C-<HB**+V}<-=yL
zc{}_3$;-A0jGrXWcP#2)wWyL8I*{|JceS|YZ~at3hGMhUIvcL+YqM9qvkv}rn(>h|
z)Ag&YOJlb-Y@9jMSyX<qm2`ab>u)<nRlRb`u0Oh#zFp?i9p8^^i5p^O9Vz>nv|**u
zv)M0>F8J=-7x(w)QAfeR=^LMioH^{aE<0}9)u$`1n-nUq&bcYGFH5NC2fKC8?3VMV
zOvIn<470kjePR9cYdrr2^Lmr@^UiihE8qLO{^7M7N!5kfkFGL*<H+kxi~WE1&a7>E
z!KGCje_uXRzw!5V!=$qMYqfm;8O!RUr@u=2Dw^b-|0Pt>OmR|a$J&MK<1G}L9%vu=
zcA(X$WIq3;|FZkO6#MFbuYI{W%B=2^fBCZarh9948UKBsRrRxY&dbBMllNAC=)3>Y
zXaDu---YMCoPBovBI8=GwsV{tk6T}U%2zql*jD+{Ouoj@&vj?h_r#wsS~mZow*K<C
z$3FWn)K}bPnlpj>M{<zRv03XURBBcvMKmmHysdC`OIO8O*=<2WujIbfYI6F&w)?(j
zO3SYHzp|Q~NuB+^GItN#Tm60z9V~R~;|sZu=@)9>uiUdc=3UIwyX>24kFPC1wzP!x
zcKObGN2ivT-`JPyWEc8$Uw6jNMW5a|-`sb8#h%-K%*&44ec2^YDSJp?AYjeI_onaL
z_9#yeco}1Ho9o%1-76G~Ukd#6v^)_Jv0_TZ$9Zo=bY^=T6@6U$GPPy(Iu4y1*IA=?
z@3>wjQR&dX<5%|Nea;d#4^QR4S<9WDs~+0(?2GrFTbdnm_OcGUelqYlb2~e?@h->^
z`M!I>^_T38Zhf0hi3G$hem$|SZ>O`@(bI|*KZ@EP9G&xfy7LEX*(PI_nQ?P|i$A}2
zq2Bs=-TqBWzP(d=zVD;b()cqw&-W>8=#xLT)4oai^U<B{{r?`_k&m16d-q|MeDPng
z%a3}=Tnp1JpY-dLvX#TS$qvb(E7vmV9a^Kk$f+(yWXIgX*s_rM>LGUQ8x>2+GQ2-4
z6t?7i7Tu*Sxv0^YEh(od_M%MA^wI{FexZ_vC2#LPFZ1qswBYY!r5BrmKXma;`24HE
zIZh<Jw84Zur;%?0U!5!ai8VaS9ty2f>5}=ru`<qAW5?ppB~I!g&Ih#xc<(OzCNod`
zbY)E_yGMM*!DX|IV_N1#E{WLh7tuG5;m0by7tIkS%u!R#>kSvg^SlTzJy>%;ywven
zodEN%*bns{Z4a%jugAD9oB7Zsb@%Mv|I??5r}PwuN;;a$PGH#av{%#rpU9glH*zZ<
zi`i`1vyp#+l-RwCpPpS3YYX4HNAe+W-xtP^64UOZfm=NTW=@X`x4pjq!m+@w`X<v_
zL@ig_^sTCY=wtV>;pXb|Tf!DRU65#8`6m6-4B30X#kZYYWNpdj>>^aKx?b_Au7a<<
zJ9~h~X$_~@+b3%8lJJe}-n;qA6UkTC4p+#=UbmSrXHF*Pt(O^Te-F>;W6phjzR+r0
zWT2M)7LWSbTN@JA^t7lhSFSy-J*O{B>-p1?KN0bpbL-2kWD6Jdz2>kz`Fur$vb5dt
z?mrXwKU!Ynx&O9!&ZL_k%YVoiv;X#+pPXm*e$$iu&z5G!^G_c<pd^`l>-mYE53_6g
za_`-*TX242UG3WQ8|#1n^n3ie-l6^B#?FL?Wrv=|-%qqC_7rVQcZ`#5n{4*;4d3Bd
zd&Ss<hx_l{Z75;%-+!v^T!;VLH|MyGm}gep-L?A7Y^H7Nw{|f~c4!|uTy|(iwM%DI
z^`uor4j1?D;qkq&-&5UQ;q6X^`D~ZC=j`QJaN#n;o~*1Z@4o*ovA8Ba`N`EvU010%
zpGm)at=0$`t+$s~ttvbjxGM0+vg(B*>+FQCv&&CguloMv`DHb~ejcCt*!su0YqIt#
z-nZ}1^^5p?X6h@+7ljKJO1_+TTd1M@#)eMY7U7n#+H+P`7BlPT&i&>u?h~<{|A=77
z6Xp^g!}q0Xy)idZQ}+F0m^MG|uw1dx`S0@?(i|U^fBP<}D1R*czelH79sm8K6SLzi
z1EMU~@AF!=GGSY{R>RcIQw{Dc4C*=l<!e%2!sKap^E}dbo}PL-!zL;$uY6B;+Pcz%
zmA2>JF4SAut{JgM?!<b1rFD+Y8cG7Ir@RpIyt(8=b7*kNJT`R$)~kNSYv&3+$}>-I
zVOe`@_eSfzv$ymrT@sp<zAa6ZSvKQ1i)x`+s%`sg=DGT+lE?0t7j7+8p6h#2wQ2XU
z&~(vHav8$>e0nAv&)0~v-BPl2YI+%W;BtBB>BsMiJ$`RjHNUg9c;&0aIpwSVc<=ml
zNO4NE>2e|O-P3;UE<C%kzkB9;#!E}4vj<7ENW5isVk(<2$1JdBtApmX2}MeW@{)?g
z=aw)^DqK1v?jv~Vh`rv6(-mI()Js;b;$vR1?AfNBtR;M2Q+Nzr4Yqf%F6va=cPmHZ
zyhFsH@+}*suFsa)yhl`WHoH$RdwkAx{dT4!@4Hv*Tz6OD#VnI^8uC(!*Ug&()ina=
zKXO$4)Ay4#wBkvz@#2?SwY!%W=l)*B*15Sg#pUw+gmg2JFx{3*lFd`kEPZo8bcS~K
z73sy7FMs@AeYWwt*!8=$okdkMQUx8SE%;%{QgTGnXqjQhd=HhtT{bT!u}-kN_`=!#
zUE-<w)Aw#Yo*{U!hAV4w;>`!)9^B8IzeyI!s%*0i)G*uP*r=DhDE((4N2$<^l)#hk
z?RHpeTVH*gm)@MaYW}e|%r};qR#dF?pWpJ`{?6N|J&yC2scIe4eO<QVfUGfBe5+^G
z@!4Xp_e@x{>w41PX-8)<Yv<)uCa{(!Ub>gq?3A2zNHDmu+Dk8Ne^P>L!H>wUmg>cF
zZl0%Hr(E7;xuGbhuKaKMv%`Bo|HzSSR`yA`E+^yKuDw#lvGk(d7ab$Ng)bTyRx>@_
zqrNr0Bc<QwZ8w*?)OSA?{#2tcysgFGFaPhXmw!|GqajCyq3r6PSN8h1_CHCP&>5!d
zlo+q49(w12pJn9c=WnzuciNOB9(R~D*?02%Po70Ze`;mK^#5+KdNcnb!;Ecf1jLyy
zx*pun7_;KV4Yre|G5T}BIqjHBW3K`ScfY+v@W~_I6YP(L9=~QAxyeva>RwD?)dU0I
zB%wSmJF_~AIm>Q-apwN9>))mB(EmZ||AlU^_Yb?$x=r5aW9{wp`+UA7yWiITZP&Ei
zcy{mg+jS3KhDh9~+qvWV{+r*bs}+Nf@5=L4*qyue(;u6^pEBgt;`#i{$_4C<RG%t&
zABtn#5>}>O6H{PW!q;;q)tceMEw<I!8@HVE%DyK%C)%MW<NC}64p&ZjFFGJ|dga84
zFQ@%HU!z;;UuQP;{q*`6YsKF`i~Y9bKmNV5cI);$`8i7ETngv9b~V+Cy%plpiFJ-O
zem$wjrQI&)`Li0S!%h+N${sCv%(C)IvG77>H8KBr^=XUj65J<E*sz~*+Z^tg=2S6<
z{fFjUD+{>G$t~lqvxYNyt67-vg-6pr&a~(<@LF4xvg{9s&(Fl3^`#vznc~(4uJf4v
zO{YD-c*g$k`oDIZ|DqUXx317y(`0kfg>MSEY8_Mi?22E$ux`)Tt(6;5k{VcQ72)r(
z$F|SzU&_nmioPElf#=Ii%8zSAu-?;THrC5o&b+QYX)ELXrL)|6*b02EooCQ$n!VCX
zuORW^qMCO*ZH~vCxv%`<^wR$iq_w8q)yp=XwR_f=oBchk)h>q49dDuwq@3fr-)%Nc
zJt-8ocJIlAJZ*uZcggGz9&LFq{LErg9OqsU?s<DQdC$?Gol+%VTGo)E^F)6`d1QLZ
zH4_iVuEp_*>knjUh!<5C8|5|iyt@*8X%P=s)6rcOKMtKZ`lUN(X150Ci^l8??YoX{
zco{r1HgJ#1+OKnp>w~6k?n*57ZB>ZX_AX8dlU$;8NMZXgCXGEOl(`T0ox5Eh9QFR;
z+tp>-JM~Qpd~1$6@@`7|n|QNzXNcLS+i%^JWTh8sr5UB%IUgz4VYU3A>v@f1jN2A&
z_`G79)l4;+-{G_M_PlX1OH@z4I{Vj4?gMcb4jc@9{D#FTUA4KnTHS0S^M~k#K5e1h
z8Iu?sZLhJ_sT?$|Y)ilH@`Qm`xZ&WPs};2dLRuBIK72D&Z=U^GJcD88&%R|k1;)B3
z9+p^YME&UKx|b2&zasYIwUt$wukPKPG4bKi+0RNVvQ#-_M0>I{e%l_Z{dizb!INc+
z%uE9Jo<5tv#Z#(bVVcIw@F(guN51HsO{W_3w%;t<YPY#_rly$g=1A|Q$JAC>PFq-_
zC#rtC+38E^quQEBA=5S0vTh3%ZT^1Zkct0=Y|~3CH)_@2y}e-X-#PDd?}Tj7k-z#o
zc>khlnoaSpA-}Sp$SD}7-MM$}&C3M46*pLKKef2fdUs>JNQ8oCjRYstb;iZ5!e<1t
zS|n9ho!Jtz+Fr8jc#GJIkMG{`H9L9F>xpAy<>leu!@%Vj=4kE8tam-nB4^^m?+X@R
z_`_n!yg#sw?|)00RYZpE^~wtul%8!{HA^_#&8c?zIn`>PGFGm-$7Ty-BzjJ(%P6Qj
zUk#C%oY}UF`Ni~|7Biii%4V((7R?h;d^G>y^m5J0CFfq<*|(TETJHX_ch#}ho!2fu
z{bk+y!zcZXg2%0s3%EGXzvOD4;GgmTuBXcp4W~Z&MUz9*j^s8(vd*kA>-7x(A7HvU
zEI+=y;A^N)O@`65-b#(MODazUX64TKwC7Gou9ZoC!`ul=cQ1HzyhhOJV0(OuB*VmG
zyW#~O)z>-h-ul$`-=8MM4T-Og_sZ``VVHCMqG5aO<eXcAW<t{4os-zrwpZk8EjT)R
zu_kY841=H}Z%3QNWldqbfRxYQE?SkUUgz7tm*4fX<>NN@BLbgh>HB2<+$GUe#4oJ)
ziaVJ@ME^#Y;)+LyW;9fYh;zAI$oZYLj3=|k({xQ_d&;~^rG_n~Ip>cH+{)P?Y9cpZ
z*7?TD)l-r=R^6ZR|C8V{mLrF^KCP6Od~jNRZ9&-nhDk?VxvuQwx)8(^a8{*_Z_<Ql
zmz_J6vf3WB=&Ui!^2nUXD!rt$=7H>&8PD&%oIdBtjE}oEpRk{9cGXM&#?0KUsSN@g
zO^FXy-JPSb`6ahdpodqnNa>E?mX?|?LCe~D7e>BUdUZZP=w6tneV5J3Ahq<RGfyP*
z{Yea*uQsKBVa-$LE>F3m4qZOMvO7Q7E<c|w{LH#1_iOlf&Wq3Y_T7Ct|M{fPsmcGW
zWRnA;&8&WgovhX?{-dRMD@=v`Zn~ji>B~m3V6(ouDMv#b7|*S{yL_gP<qoDQ{aHS~
zOp1y>qb8r6V5}yrd;b5flPSRuJ=G?kUARW0X6MN(rTS}g9OI*IdTakapPjn1`iHmn
zZjTPVm|wp-szSrLE(!>kD0&G6Pc!DdvZ8N#)Y|9(p#wW-6+ASV!E}0I*UC;$FH2*0
z2lh45$$OqnW^=sJcSzZ&>)D^hJawX%^_oJ&{@SRR9r2Jmn7+}KrS*a86wzBtA1yZC
zBpg3+Zia@WyR_oO-7QH4XAbYyXIrnk`R~Rnw|8HcbU#)2bZ&IoO}C4ub&6k_Prqq4
zWm=?OQ1}jxWfwBczR2VW=r4HipZBy+gY@Y$;wfkQ=T4t_c*mJ5lU98;n>J1IVEV=l
zXEup_{E^Cbt4-hdve|>glyjGbr`_Bj_Ovd&`u^pgi#rxQUi5ChW9<^f$dg+QwOg2{
zACgu2{(DA%<d5wUR<mNKeVs9X^64ojS^TCd?6NFqZ|$4B|K|L7t(zCWeShQGsakYa
z?VMzc(wqqyOP@t4?Di~J#=P@ZSXV+~_p?O{O*Jnl#D<<Ov(fAF>oQAEdirNc(f?H|
z-e$@D|7t0)WT~c3#*~Kv+c$}d+4089ce>?XyFJ@N^I48#y(b^bbnhuI`NW?)IE2qk
z$S^<I9lm3F!b88N`Ol@QO8HtMmKm`trCYZwEvw~YNw;okpUC?Ej*h8D&9a_2Hr1II
zo82w78<xLTIdZ{z?o0i<=C0LZ3y!~iKikZ_ZOPdK`!u&mo!I#-<G`~6Z{N;dwq<+r
zzJh;(-+jIHZ{9Y~HIdtv|14@+`McR}yM9Uje#UU?$&bhdZ=Tr|?a94$Uh0M3X?Ll_
z&5?1rEnMqz#TO>D^u)Xhb!xmZ`=ap$gH^xzD)pycNb*@)ym#N^v!<VZBu?Ue$9`PL
z_;1l1cHw1ud_AecYmFxb_ci^OmO6b)J!_I{kF|REbo;+St$asj+5Q!(b?}pWcKE3A
z=Xbt$pYdNP*irD=f^}j1w@YVE7C(QcqRyLmxXJMSns?!?x;rz4S|*+~t~NipmigPd
zsi*o`|AesDzxi-qy?Bj-%tpcY-Cxh=q+MMjo*bwlct&S?7HjbL%17FVzAaYHIbJ9q
z%W|gP>=0YnMeRe^O#VmRo2>QW<6psTJEKjH|GJm``LEn@>q>u%@Vl0ZzxMGaJoYg=
z@^%;JT5G?rZ+5Ozd%+N+WK$siiSv=Q?49yZb;eI>I=VS?VkZZ@dFsU0x8_CIf={=r
zEH?}M-RJCaT;9!U!|Ins5iZBfc|}rc?^Py9?ocT|Dztz7)G43NbGE)yd2##2fsYdz
zLs;VV-4ofxGAtexZ3%f6z`91Z(x9e%^%SR73%P!$pEh!I=;eLVAjLd8I$ZZw^5c}F
z=^1v_A9pSInUeoAZ^@oc`6(ew*t6}N=I;#tDEPv8hHDb%z4hNGSg+#Qva<e_ZO8%d
zYcd%^B6pT9Qk&$}U~ydMk=R)d*1eX+hTPvX_2(>~lvEqC;)UDZ^i%WmgWqRnKED38
zzDt8M{#}aLOx5?Ba|M#QPwujBj=a)YIH$$8crJ&mz1#*_IW4D)&vkF?jn|egH@aNG
z{%g<r-3lV#9YSX4E}G<d^Tc8y)q1Y9<r5eF_-Pm1)}8S#q~!8_gT*mC*;}3`DX<p5
zb_-^T-Ljf#rs}qecbVs2$6Yd6bdW>SiSzF9rh@iMXCrPcJ#_ka`+|~PN+yRcxtX<B
z|56i*sR%mzNh7MVBI9;$vh<;#RIa!SGIdI|YhrwB<`$Z?ME?8o_NCO%>*o3AEoA#Y
ze=+$vy*PsFd574{sYP!80#AOO<Yn+v?d76N+XH4Xs!nBm`FV|S)E<w!wntjx1drWy
z*;{R^$L~_Bx`V^EuR21%ZSxDg8zH;Q^xt-hSYBMKzvhyk&bkY=5sUW)ZCvoKYIWcj
z9^OFV7V8N)uf3D6q|V#EQRG-*h1Ac0`oC_H>ogulwsF}x85lFa>FyT&60C8g^+8n~
zbJ^wzla}9zoX*6*f;FZ7>GO2C>+Y{UU9kwy^0=bXbjp=qxbp2Ejn$GH-WIHz(A{3&
zlw^^%{k3>2_cqD3t(U(q=1VvJuX6FZMq7&KaohN<v2Hy_@;f$&U9{bja5_orfXH>#
zxD|?lO&3io%3Cxw)Tf^N@Gg|+GQ<0KOy^DID=KvQpTBy4VAeNjE3WOEg^n!xa`*RI
zfwH9)P2sLnlqRN%h&?>9_;;PQ&S|^b!9VA1S;ZiHW}DpnD_luyUMD}2lHB~I+2;xS
zPYKJsQ)Wei6Ps+9Zj`ZK2)X0Ab{qH3U0NEtbuaA1-t>vONiRO{&G`3hXoPN|b`YyI
z+ro9{Z_0{@uL<&K`7}|t$2Qw3xp$J8?By7<4F?<zlNW9MskbNAsOZy+1M{~SysFx1
zW}8vckov*uc<KGC_ut#>tE_9e>R4AUxoP{|Z~6Q;wIdS!xo>qp{ls<a|Ct4~moG%r
z)?b*HrIN$)*7t**R)#;9`F7?0sH?t?)eB$QYG&Lo-)y~pzfp3Nkf;99riZ~T>Dlt#
zf)7p$>sgtq%3m{0I`#X!7`y7?>5iWH2YNVfnm#hx^k{lXuYhmU^g!GDri+%%p0awE
z+l`yy<-G}8{%nm^{$>6&Ya&<t(N~K5pFYfvu+5XQ?Yin5I7`lIvE=IGiYZ^$ywF`U
zZ{=d<?8$oVho5%`guPW?`^IyPod3JKsb4GXn;*PbZpJ=)jhxc6DY{|(3qD+66?6*o
zpTB=gi<I;U_Dxk)XZY&o6sqVb2L7!(();b;v5Rp<wFZ599y|4O7A*U{?eVq7*@5{h
z8Q-QHSrEF!(s9+*nb%gvipv~17LgQKv9#g6p_f^Vgan(?U)zLJt$_<>N#=1W*%dfX
z`64IJmfjxk_efAwY(wE;x5~-dS`#O%R_!=m<`Xd?g?T;mhMLe)w!q_#*C!~viHct0
zwDRZjBEju@Z8X<B3d-)E#~~~zw!3@9-VDzR7rtk`+VWUTBq_~x;?pndJvsI+s`~N$
zj;!hNc#g1(?|VP^9<EE~)C}XkxAf#@i9_$6sPYL*i%9RkbEaRYCgJxU<#M;`CEJD7
zoH&{jjs3m;Yn_Oaa{K5bku~dN<ASVe^=lLNuQX;8_{!^Yd{$du{l)t2&0#W|4;n-%
zd|w;H-hA%C&CG|6#rs>8UQI2QzVd|e6Eo`+$=-v^Eqn{+-0bm6vAEvS!Cm`_yV&r*
zzxlGtue;W$FP6SM=gaPmVvg62Cdyr8%{uKLk{6*D<g)+Dli3oEA9wc5xZP=<IirlH
zu(SOlL))*PU5C%VTCpSM)vdm+o+<OM1#FC!HMm)4bv>YPChPjPE?<`mu^Vm&T%30^
z{3f%sR@nTnmYXG6S^e}bUwEInLgSp?|ATE^T7NDEuY9T`t)=HL@FwAAz(t##uZ{Cf
zLrkVz>HO>~sBf|1&h-Gp?S6l*xbIuCFv)&<_R(42+q%C0OuB72e<E|_i@Psdubnx1
zo-2L{OO||CdHLyjp(SfQ18fAiOQgBNiy1#05<Ot9TXCaVn>WHecB;suYW^3pGj|*e
zHDdBjT{P>FMc4@^spq;H6E0V-|9o2U%5w9)MYH<$`CtF}`0ed)iMjTyOX^Z*SNv@i
z6AQhpvFiob8SCxO`Zg5L$h@cZ_m%82&RzXaFP{`C)wyS<k@?IeqtP<4s+e2k@K@LV
z7s3U~#ceaDUVeDT&Dyz4?BSk-`(`&U{ryuR(>m3b_m+3qS5^CUbD!qt->x&;{`R>k
z<0I{o|6Em9%wPSh?)rEB(%-e4CUyp2{#)FAgfmXG<iBO+uQk6P%kKC3etePb*<X+N
zuly}myy__0vfJhR@uG~~XRj15RKD`J-oyB7VerNMp5MQ(*tYkw%DZlMJD2avXIv89
zwZD3ie%`XYUG|}_a~4HkNP9a&{zF&Vt0#BwG*5c>-s@nT@z=PV$>*>BUH;25cDMP`
zReQUaw|cw0S#G=1G`dx)Ms5bL#xl2n6Fj9)<<E&VMlQPevVEmu?1ck{-aV(ztk*LB
zmsQ{*_2MbF;~m+`$5zi4I<I5ONwthvvSj6ajs>=|9FYfRsU_|1;C~S+{OO0L_U-MQ
zJ1bh>t^a&~vh9<i-#emIWwVqe_wsl>U$?BkWt#tFtC#(r#TgpHvm&1=#;I;w6E-2n
zDV^z{Fu(fQ+u~L&8uL|*IF#))5}H)z%f2YjzWVt#%UgTr17CAr@#pWq)!w;N$u0hG
zm$R<K8dtZBzrCRv+aE6Ao4(7Jd2Tv~{)Fh`KX3df`y};Tz3=k}K`|>of2nk%S#^&r
zwm-gnd}prM%j@-5%TjJ1GTy#;&-a>>WiDH`zkS<bK4<s##XCLw3tyJ8+<zOmJMgxQ
z{rrvf4U^Tk`#-oN;(TGk<6S$&tt*XQMp#w8@o~))WZeF_Zx%P-o<k=OpC~MCIKlAV
z+^X{2?piy)GYeimQQr7#@#Nz+_QAi>u3J}5Tgaf^Z~J-Q<mGD3r^P<*o6OF%C#<f@
z@f=G<>uk52>d1L-SSwsR8<$&Dw!C+<uGDeZ^7={UtRI|Bmz^t0@`^r{_)0yDX4>=a
ziQ#syf=_pZmx#*Ae!6S$rE=Zc-dOeioyAR)kEa|ro@<k9UH7VE{<HJP%~yP1-R)&M
z=X18m*#-JmhUczd&k*Md3Crr;6u;PT1?!^&ceZ&uC_Yi27ciyT>-?Mb?kTsGUd<A@
zTex9GPtMwvt8<0z@63_gY%)oI$Mm#DC&S;<nr>-ozxGjfbeAzarJ7~?xZ_r0$)>4o
z8VW5;x28O*eD?h)Gw-ZVSv=oUMHcGS9}=)nU;0bLVbijfw%MyDZ_GTRH&v@ldyZ?Q
zp_Wf6PjKjx_$@ML(~1r$e))QWCFtwna?1soX<_Qm^GdX8j`Mbf{J5OX`RBS&sQArX
zezuPMXFNr@w`zT3Wv9)TWOv`&@wI2WJnwp?472%Pcl52O&d6oDaiRQS{lmr2p2;K>
zZ4$h7s59?Sm#6u1M!ww>Z!AtpS&;dtKfC<?x?k^pn=Lx*Uh@Cl-Rtx3UY=!jt3CLV
znCMZ>h}CzC*=;TtFFq%;R5ItvJnkd?-F&>|?6DHU-Y<8HzWHIiywKX^nOUygBBPac
z1t0GS1tqJs`S4U&U7z)%va@TKRR0tHm#V()ubCQNFMBv~S6-TY{r2~HCm!aenP=af
zBb{DW)-|_I)BIi~OZmpO9!H11Ol6l&hAvO<ruETJ>(2iU_$r`s{FX>koBpxKH|)-R
zbXGI1;c#X)R_3=-KkMn}RL(jjVa+?GjT{L}cRW@-(asq6yk<sa)-$#Lr}uL-@9ubg
zck%mzwB)Bzj~agTHLbZ=W_xa}vGTbyPOL(#R}Cg#+@rs3qG|8^S>@X=##Y~SzT6^i
z8WbM8_S_prmLuEupWMn(?DF*OKCOARsj44E9DeIDtxCGVqNUiyyzm)===>W?IkP;>
zoIWHSdgG$;dYR|nyMCNnF?-jzd@^?Zwp7iJan_UU``&)JQg+|967S2~hr8{)-Py3-
zCFaBDlmC-voqp<=`kM90>ZLKUb4>)ijG|H+{+xSKe?G-__MiRng1wu4Cd+xQ+mWvN
zzxdyWw7*WTYzl*}cAjeXTCzTf@yw;b8WT;sb^iappO+~9e|>sY!n^wXQ{}TwR!{k*
z&$mbY>-;#^J)gHKt^O9aeu-K6Ql2TRS4~*y@xwLZkIwT|6V`t6f4-v4Id+?-PKe^;
z>U&qV&&|=|{5sbve95mo=ft(gv{HW8-aZ-I&-o_(*S2cA|BFgv?rg7pFl)`C33)Hh
z@YYtv3Z+UfJTb>ZeER)s+xI@|{<C4<+gw)eZ+T0fl^uO@F!l1(au1uU59ddGo)Fw$
z_WLDEcyVRIdzn{nqs^+Hmu$QFQjWJT>FmeGd6iF^ayAw-AG)`5;UT%!zcSBeUGUy`
z*nX3z%fYJ0yelIQ=C&BD%wH&bB%`|ccIR$>C+{^MWM!E@Zn$`UxmJO!wQb_HmtC`z
zS41pobFWOWmtWeH_vLfo)UC16clASCZyl*S8s}fOdtcIe?bWB(e?IkUMh$a$_|}Z}
zUBC9do*ielubTU}_2wRK@$-6Te7JuJE_z&*dh6qsiHfHU<Udb2*tP41&c4LEhk{k7
z2MfG9vQx`u6AyRsmkY`#_K0)jc5$*Q8?I}AI$@%&%uN-!FD;g~66Jb-EexBd&e;}f
zsJJ7fNHr^dX=M?^GvOU2y-yA;wAmi7@Xu^*@}$T4ze7VEv`^2o)Uzl(Fl)ZU{>5*i
zCsy~Ii#7dRb?TJfrS-a}J}=;W@afccpDC{v{hPM`Ld4Hw(({^U-CvTx_iagx$U5aM
zcaAwFI@(PS3#qz)l<)r$k-}9%I~rRzWp2qlvDZ^YqV0yi#g^rJIX60_D!A@haOH{8
z%S`i?k)hhN6jeB%>Wa>Cx-P_bLv9J1@P17}p9Vpp8IqB1Vv=d=9_{Oy)@>nsJ#Te#
zy6xh3eFtNmDyMziHZyPP-r0X*`5Rj&KK_44o9C)e-|W~XnFSAuRk<c`*6XqM?&i7v
zKTl(d>i4aOb_=qZdn~m)^5n^^d7BuHTV1dDVNvQ+t-$g#M}FJ+)`K&A<Zij%newD2
z@kY$D(u0!C<q4`wcNy_0&e7A<TX00~rpz?H>)s323Y=37oZDZlxk0&Ey7%sPH`A)D
z@Vh^2_twXJKX#{4>BSV=>y3shrca5SfB(VxMSlw?EG=xkzcVOiUmL^R%q(Z4ycs91
zYMryJ$n1N3tisi<rND@FAJg*cr}7v7oe->vIKJdb?ox*}&iAZd&p)-9ZS}s-YnV6X
zXl0j}T9vjh;SrCU+Im|%&uaOxoCO~_;`eH)t^W8s|H~KQZEs)RKYnQWP5rosb_a5@
z*uI|@ul{BJtM|^Em)HNgEm{8mR-LkW#jog7zb?+J+bo){7`p!Zm)CX5moD$Wp085z
zEC0RuBAdT!8s@DN7T7G#xc=+D+{rgT-HOb&=JVl;@Y$E^7a1>*_x;7EE6?WCs~&Ia
zFEITmy~0BAjj5#M@(<S>w@v=0zIx5;DI3=B=n9;<G$6!ts{*IX-qf^^-+ohhzMRo=
z4^P?_d+zvi?rD8-)2_=$_U+bq*Qy~ouUUIhsoYhiD_74O&OVsl>(Bb@+Qq+3dVJp!
zI%;~dx4)BY`f_-#Z~t~l*{AQ{ux!~Q9kw@m0rL_Oiz;Vzg$F;@PPe|zdBXB>tlW&o
zqN*Tuh4q=<l4=IaYdy`^SWlO>X5>7@<;eQkq~GcHz6HV)4#lwiO5hOjSF`<jyo4$1
zxoZE$zZ}nWUVry9Qn;erYOR%{^nB9Wt&#^PCMgT(nJ({M?90DL|D5@zxlcH{cP%^K
zKKG=~jl5ck>1>OZvv$3o!x_BD`0U@=$G_a!!E0r*A$pBNPIJ;q3FQxS-Abm4%oUpu
zQql5#sh#uk_)Uo}=QZ~TzL}iNsrc%ttdmwj!gT?ciIbSOIlbO{L3bk8hNEnGCR_e;
zWVZhfV`sXs)qD2DeSwqRWo%z>P}MtpT8@KHd{MQZZ{6mftlXOxzA61ycG_umxaXqB
z7q7PO7X59@wADHCj+~P2%p}=OzLFBG;pN{0KMDmFFD;l>8(<(Ew!3_xRL#GZcP81_
zUKr{hXfZO4G~LZ>#=6S%^+M*)<+9v<ybk@9$;aAH^u1#i`V(L|Z&RCc#;KF56*t{D
z>EnNA<7uf`A&Km<x0jqbo^_b-Q16qN&CjG)JbaP&rBQ@2^KGt@v{-sto>S$I=hHJD
zG_MMsD;yH^l)pWbQRMF0N}=<zd<pMnNPN;x&A869fBC~e9gnn>MY(S$U1)i1Ybos%
zcj)<UkFIHJ_i!6cn^>T=a^fNupGv#fOH(&(E;(s=|K*m}MRKN>J}dq_zq~Btm#f`O
z;dLA)v9%r&+)Jz(=O0aQ%ncC!-RB@!&U;U)YWt)Wov+n@=4CBfq&VqqK+xCTP9Nv3
zlAhwHZLb{Z{+uD_=lkYfw4{ws`<__-DMh_Cn;2Mmou&k-yo@jj^**Wk#dpFNxx_<>
z$1c9vH|-c->hiA|n|2;M(O)Xjy8b!u&i_U7+&OaoZb?Fy6}+l=jiy9y+jMV->@n6~
ztIR*g@rynzKC_}}Gh^x37L#4NwOh}#d)0nj5i+}W)hFJ{(wnn`N`hlQoQQd{{rkqM
zhJCN(t6oTO|H^V#Z_N7@FxB`>`>B^pS)&*I*k<xv_E|$?U4`ovi=DA&&q}3pfBYpb
zxo2l551-2$HEGdBk!1yUn#<1plXd-fPyg2BY{r#c&b&5l7Y`P-s@65uJ}UKh<vGAt
z{*Qb64C}v>bTdypRao+iv9nSjp?qmD%gK!omc90N;b!=BK!vAc;_}NJtE+yt2B@EF
z)iSc=O$|sDWQ&qvX5G$McsE}`>)MO>nxBTNBoFl-OWUNKzVw@+#pOJM$s#{@B$t&l
zCY3rEHGg9G>XgIgXX3r{<ypqA)&q&LcU@{knRlG|FfoEvx$v{SpUULYq~sK)Y2tMg
zMMaIzPn)iBsq#RRV$2TFo2i>c%9HP{YDs?5^`_PG{`aYSCsd@af780`;+wtU-<&G8
z7nOf=x?Vn?|EB%XPt!85Zab)%CGsrtT+Snb$!fc<2B<HIwOn!b;N8Qm;ZuIqNqc6@
zHlM=e(B$iqTY0$H{7|9#oq4BhrTm`@l^&WbAGWjPr~J<%_k~WL+d3bu`FbkO-ETra
zS8mKxzjION+IAlOw)djA*lC-)JC%OF@xImWWK$Zaukq)LUYq{6#kMB%R)xjJ314>$
z>0aO&Ct_nO9&~s8w~}O!uWaH|+e6+L2A<74HobSktE+mex?``I?^yBd>w%cymrCMS
z4eR%D$AqjaomUt*mwRQ`q-LunUQ*wt)oVZRyDJ$KD*R*BgjKWow9Kj(H=o|kYP%^)
zt}R49CU=?leJ=;ia|%pCPTS1t-i3LT#_vr3_G#H(2U+1m=B1hy!K||^_rF`-v5494
zw#HT|-l&#U8-<)!9bc3Gw_!q7+SHuT>Whk3wO8%sN&aV1-X7v<#I{kwX%*l5_K@sp
z3hnjh!mBHzJg$CQp75~F)1x$FuEL+oPOHR4KHUjneW~TODtBg>xO)ia(NFXI`&WFs
zE4R!lyyeBpLpG<X99^cenCh6_dAod#p1hgzDsuyd*!>1?drO|pmS|Yt@#>dDxm(ED
z^vAQ^(?aCyl3cdVtkihdw<4)>ZTgh-b)U^l7FlgmpZWfx_x8}MzI&%|UEbtzU*L;R
z-Q5eBl6Q5^@A;!6J|+F#5uQZ-g)1%!-2Lybe}2z;v6W5btf!5OZ(eif+*@6uu*`P8
z@BbrbD+M|0x0Qvbd*2P2f3y6O*?Z-c4#o?=i)Jh{56Q1xdqv7Vev|CHC2CyCKNTe<
z^i4m$zH;Pq+}Y`~ZkU*R`ApPUbj4++#-||RzjyY#`pUTLi+}Ga+1Y*AIzHpFz1E)1
z(x)nOO57L6i{0I+o%rq`%M)+mXLUg(&!sGXti3q5Tlkq?-@6;paY`<yKMOy5^{zE<
z%A(+ASM&d+Pmjf{xfhbxqx02y!Ol6_=HK%3bc$SeZgjQ(!P)CN?RKs6&W-!GZuBs}
z%Kj>HnMCJ=)%piKUwCc0cSCQZu7vceB9W=en&H=^Z+A-Duex``_s-h=`|r)zf4KMS
zv8uuqry`d9D7sQ`eyYspl@-A!4L_O2?XB%!-Ta5~YPZjJ+u*$?`fjg`yQ2PI_1B|$
z!Fw}&{Hq#t7P5!v3zfXrUm4f3y0UV``?YaTW`6#CwOda!qvXe|SFWb}k0&m!61<o*
zv8VfL_lXs|S65AZn^QYo(58@4K5*}eut$qmiI*0?zq)6Bfcx7y6{lAIyDlDdI+H0#
zr1ATQeBCA6{JaEQ`4(zKU6c>-c)R9GWq_ioVmXJ<G0QyD-9^vsLp^lwOJBX0E*A9q
zS>;=~PacozC%Xq{Uu_py?O6}Tt=2_ceixt}MPM$xef53j7?ES~L7wk*lbA9@G
zkA(k9^DmlDTM>Wc-RblzHs{hyGCP0$u5~;9@bT^~ca>ENd}oX7nt0;uJe3VA3qs5|
z!k2Ko`jaDg$2=^4&$Y6%=XY#;)xp2Iqv_UZfs!BUAv!ZJPwmdTEB)$W;fly7C#LrD
zq%w;8+3Lk`tDH#o@isqE`ID`6PTA@ejyK;+T$nZKm*lja9$Q7GvII43KFRLnt{gOh
z`F(uWg0%XMIa?Isik^i`v<*I2R;3WQPw-Ret8hWyCWDaITQ>2?nrwG<TJ=C_F;|nE
ze?fe#L#@8jjU%?X0`04M6tsR%@)zHFVU`+i#f^{JmfyWpgBccbo_~A2w|CE~9lSU1
zgk4<8btLq*)$KjgN;xZXY_BhyZP3(r)axHZ#)7IRUs;|u?ov^ddOyiw&DIB-nqIN%
zHEmm%a&G&}O77}PuQ#urt=PL-qr>2-U{BeiN`*68Xa1@bXqAWDZ{^l;OkE~9&#XS<
z#|huf3TAhub}!cNKgA}!E9gwV5w|eoYVV27t=j%EyDPW5U+<g7E+KdQ#iXgdac7)e
zvbU)$ImfD$#*lp4@<OvlUeE7I?|WS8EnK`N6*dJlef3nmDo`{>=Iq!0vP}Q>BR1vt
zf}Va}Xlh%=w{YrL%N$|u>rcNWRXlmI;^4!^0FT4Fbn_p_98_9qcf3SR&1F}P^o$sl
z%<ypC+5dQF_Z_dSa#*_etns(fFNe7OUY}Sd_TtborJ4tJH#9rHF}LOXb$EAc)t04e
zTr5lbu5zSYV69!UG2i20;*8htnmnJ>hcD=03}?Hy)+qhf&agGyuhzT><f*zi=eBIl
z?=RbSGgzw}`aWUlh92Mf$x&TfIzP|kkDa$bIj5j*#+f3?gB$mDt!SKjIB4;+Snc^o
zQun*8ymkKaN<oGa%Xc>}y$mRtZFf;saDQ?~yl%JKnQs*}eX|-$`fkNVo#3_1sut*I
z=??Nbb<{G;M@BPx>6@jyf1H!qYJ2OW|Ea*@udj0Yq&RQQpSF0La6{eG6|(atFTVEu
z^6}i;&t@lo@e!{|>G@~0>q39u#s9r$&+XH4tLKc((00>*;bdpFJ}up_;o}*JT6>fI
zyUTxG-m_`@CbpP=htksR^~+D2wXHvUch~xxGf&(-Rr1=PdY^LnYc|zyQ+J1!>z72o
z3$y=nuj<jhy34CpGpslLBBf(o*^-sEZi>>bo?|DxPH33lYP4O?yxTige*K5HY!mcK
z{mdCp><;?fH0QwStufV2W|z8M$}*;?K2@*ZnRVfl)Vuw&4qSbsom8aRz2Kv_)ee=7
zb5)<*nzuMCk#XTl<rDjt6|l{zd-%*_tE@`)yE&21xiXJ-TBdK<6u-Ynao^$UjdflL
z)8A@p?EjanRvP&rwCsGxu6G%3BG)c(v7hPcnIXEO<z3ogBW_pTgG=s3eL8SvmKpEo
z_B$UZZkzgnJ%~Z=effoFn$Pz=(bRde(R0Q6^C#Qy%l7VDAY*!4vh{$Gkp_#~k2iXs
zr*B;M!2Rvy)NliZnyEizSN~?1{W~P$+4|i+B6Z6jJbd@pc*n;?5sOuMHYbuKUVPrL
zA&W2R$c4(j3%6vgve=uRvF=&5^4`t*?GNYcp7H+u+56&}O@91pyheM@=$&U1EjyZV
zd5irK1>?+r%n@a$qZcne!RyR3T}rj7WYLuG<|&h>ON)vwOUU1mqdIwKYV4a`p@!9N
zw`#pk&hy`NKxOr%nDWd-IZ6LnDv~`lUgA3n7BsZ!1Rt`C)?D(6NqqH1y?_r&jv+VR
zD$SnVEKt=U_gO}A4wLzLPOjf<G7)cM7BBhn;b&dz!xL{*ZhW00lk}dsTP<1O;*R@5
zQzmZM=N-@?&-O{NRn(a^{Yk;r$E*<rOyOxO!s2o)Ua|!HIQdRKR;H~}bam0(V^fd)
z&yxO?C9PF4)l%bYmh>;JqS+h5Z(qn(d3UFh@2c^i`_+0M*?;a|uV?yG|6Bd)m&>v(
z>K6as?Rnw(+}$+`rZlad^*!eQ_7x9T{JFoWO*#F!jXPJ}^8dS|<?p3GW9D+GYy3ZZ
zcjsMw=k|*+qK7~1mhU_MGtuPL<RxMA)uZK|m}bbDT^8kW6h4r))ivkr52NhuzG)8>
zml%c^&D4q&J+V{L(qTchf>bM~=!t6|zHjU2sd<pPzjeo+%2~Ci8cu9`<aPD0UUI6A
zdJWH%6OHRr4jWx?IJk6Lx%1*4M~gb)gA5(K2VFXOge9feUmSd$UBpz>>1r@1Mk%k0
zeUi46)f=<k`B@K&!dsv4Oz#)oJmr?_vo^miKaahgto^j+!Ev1lbF>bey5h;WlsnB`
zJ<cyR(7|f{OQr)8&tGk~u>F|R#rJl%(?|Dm9l0B4OLm6sVG(lO%pJO-S98kd)kR#J
z_RO#DUDKYl|8PzCsh+yU`Ok0XWnXBI{;_TCp7&-ux7ke3?>_a-a-VMCX)mQO!4^;4
z_UTI0J^!(7vq5_5^w+%m)~cU;x0BbQdG~Sm4dD;}aR1yEd+p5K!zDW!@?RfXefHRS
z#ZS4L%|A%(TYIACL;23>`PP-*FMhX%{fk*1@8o8Cs$##pR3KCRB#m>n@(+B=E}iIp
zbzslU12eUq!^Da%{t|mx;W{C0YUX@hx$nXq66ZO2YnPn<wEmRXJ;juwg`XD|d8K%S
zhDh94$)qP<7R+;xUFRC}MFn=l`?YKS988n?c*XMK-ST&K_FR(wC*9lY&*cl&o!@-T
zCR|1I&bvumegSD;U$#AZ|9o4=a_fL~lj`%G-p`$HW*d^}{PX*ofXNMR5ARJg)KnCz
z{bBZW{$d$jA(O>A|3kbU&XBD)h}WM`?>ueG(_`m02L9`f49h!V?=|O-Na(4bzm%WG
zrv{w1ziL_L{Ev5w=RMv3GM}sGb-v6fz40{uY?Ah>w>z5lYxjIJ{gl7$=0Ap?>Q}bD
zE%_9(x8{V{tH)Z)S6{xm_jK6Pl1tM0E9dxSUSd5d?8|)q@YKuYi;ZuZ=iP4;F`V<`
zbdtxy+cv_d^;qAniEJxfRr0jNPdN1V;m_L3g`Y0U3G-X-Rm19Cx$@M@chC1`<?5a3
zco%T|**cay$rqot3!9jVpGtaOE8@G>-|vL)tXX%z8=7o=`rE#FnORTCg7Ad`CZ_w>
zKWVz-5NzDbE17w$bASIbv$U(~Rh|k0K_<R$m0sO?sK0Ebtm1?4_qYAmtHrceE#+5>
zd9EPFuEW<@kURBc8OL?u(-KpawpkXm%O2WVIrrC=ydUl=G5QOXVlM9sQuSTB>HQy@
zhqq4c;W}i>`ATZ5yyK3%O&@-S9r`NR^XB3A3v&IRKW=k9c$q2Yhv|xZF(DQ8_b1K?
zKJog+XTM2Qap8ls^BPWvcd#xkKHB(XkK=UxMdu!G(Ac^B{p}|EN5=BIOBS46AQ-aM
z?T&bW{EVk+!nd<0ha6E;@9lXxvC-$jqh8^2{zkR}#VR__8dcXamh7Lasx9!J&vx-Y
zxfl8ynD54Jcyo!#>d)uw?+5n2y7F*e09T^;r=4mX?TajfpDwt-*nDx5!j~e;iRzyU
z-_5umUg7BSvDJAE+r{OvOC3}@-S+5TTV^o%&ercb(%w(@Y_aKHCs?0*dxnyIN%r0U
zv!BGfpW!f@Y`t7}L0Z;=)_-pg7c1Ib?~n>wAo;P;v+UN4<t2}Erao0-`ek!HK>qK>
zd96(`E1$@&Jd)@1ZKvm%lalRfr;nxV_xZ5uTa$2VVc$IOR3EkJdwKZQ8Rsamd&tP{
z38|iIJgL)2Uft|<cRHuxPL5ZzI%E`B(?6X#yYAR)?^YqNbF+_K1+6b#*_w3EWVYSk
z>DeKR@B5xH|MGSw(~ce&&$x1Nrq$0>&*@oh6zdf}b<a`QUt@m9x=o%=JAZiYSnpF_
z<gr}x%*pjD6hEgneq~Qun6~h4!*#9OMvfmHu9ilr|IT2xT_e2y`0rb5WIr*#b9@=2
z^>;J7tbuBBlWxhm@2y9fxcYrxa6UU{c=qF=Cug*;zTNiMXX-DGSMv7xrGHjEGn&=u
z@@DO{h)1~#{5~YUX%qSWB>lGLii*!a%HF<zXlt0X@3tZP?(a==>p1nlYpUE0-lXy5
zLolml$aHV#H#aU7T=bg4yRNHu9z$p4k7-5wZS0-2p2`JkODkr3DrD%aGG<lt(C@Ln
zk=NMi(_Z@OtfG*>*;7-ls<3Ep%)GRGch#Yt>OWrdWGFwjJJztSR61y`_JxLXUvBR|
z*kE?|#M_B$^lIO6%JQE%-B7oM(YN~R>4txQ-1yBFXtqoGo|w)1qHe>nx%r>o`?b1V
zYSp~4`l8Yc6Rz&UiFcj1`<K6Vj#ROZFiUp1QT118uGdzLP37mDXYCBs`RB9g-plC`
zo!8BaZ)XL$d|7(x+gv@9dS_$v8)_OYHLk|yI^4PG*Y}j)xpF3#zv=vu7pVbU8*Zw%
zwN}lpS&`5E#aGjcuRmd9$Cu8Xo)>OTdb~w#y~3NobuNzLDz;ajuLvr7%_jNm^@+;h
zeZhiP#rYadxXs)g)~2vl#Ja7U!rjZDb!8(1ui(R{pVSwend7W~v?+LLPt1Ys9fz7W
z3bY+&K3>IL<$jId%;k{sK}KbJe~$gtRfi%EB|JTAE5O#tGn2D<vTxA!o1%#q;(tiC
zIG$N~Q(bUXnDJAcM1%5qP8tOli(H=+#oz617iPO{^=Dq2`^hN92>mpkS&u&X99v*K
z_v+r$!II5K_;kVz*h;PTtUoOlyYgmxT*}GTSql=@y*Fml_kZFv?VaVZgx#AnZRZ=l
z5I&yXy#Cz*36*c|KfYQVONidP>8`Ox^S(>#mh%YN2TWk*m!9Hy>*{um<|cWM3G4K<
zx@_*cOMaQ><kt1+)n17id$(<p4Pra4X1ibs&o8;2DUS13J4k*B%iv$cQzekI7$n*G
zCA=;y)q0Y|!2tfIH(jpQdwQ>b47Bv9UdA=`l;!@#&#JhdHp%VM@_%tmHgrjE{mH&n
z5#Ri81n%Bap7(Br_0!9FcLJjeLf^k%VLF>%+B%C_SvBhCqveqoi*IYzzJ9$e*jyv;
zj-UH$hc9Pu8vd_}{T@F>w)pI+Km94kZCtO*_RkN0Juh(A0-HTHiEU=GZHo#V%|F*N
z=DJ%INOKuma$N4L(e3b6wl5Qq+H$#dud<I})70dm+mW6-H|#i{<J^9u;3nUa<&GRP
zCu|YslDxVh<djr?@_TpABd%XUyMKAGp9^@C`1aw6zB}8LrfR+8nfm>u(ygc|Q(pKu
zss3O#{2OWd;p+aXrAf(8icZLHND$m_*?sP?ec-vIRmFOFZ71(PYEE2wh^LitqAD*d
z%e()lN`t=5Xi>~M7AtT;Lt5K$!`|YBdzDrT_d5lr8YMO|&5Mn5dRUvdcIDq=hPU#Y
zgf2AvtjOHz=iRzr`Q|S-x$|GX*<D`z<>Z_x!SA#M(~PtCyUbXj`t5;G;u^1|zqkEq
z@ZHS1v{<}kv&)Qb6AeMPQ!mpx4X#}(;l0R^+_~XzQ3AiVpxf{A8a1B%&A-o2?b<tQ
zm*f7*0>-=6UM)XWIz<m@C`7zlC-AIpgHMq!>!Bl!CAKXa93*TPSBQQ*7v8<5E_cEw
zy-m}q9+Y?K+^rHfu<pD4(a-bM)>T<j<{uIdS1p#+pMLO3-;x`B=GV{f*(RHRI4`sM
zMS9uew{w_or~LiimAA*GLVVR5#j?k9!&1FpOcmeqLR7@OYSxb%e?8cDP4d<~zHQe>
zu48w~n(rNUGmm??uW$w9Ne4bflPft{>&j-ORGZ5&8x~G**4J2j@a0D1@4g}Zz4mYK
zxCC&%I@7i<OyKO=*}wlg@h!;qGcRQ5Uu+SpvDvkVfqkLLUjx2`v`==;%sV_<Pp#`Y
z!WeTw+M;2?%m4SEGHkk3&&75&SLMLYzuPml)WX(Z4e{~VZz6j8(@NnZ-oYCe)@5q-
zr<{;Ic=~efx+O2eg#3~pU)!`kS=#Ez8t#dmZbxIiy0RvOYrc@~>+Q9WjpeM3OXcET
z#qJ%<JF~TB<9rW?hf9sC*tn`!rvBM=TiW52_O0eitg%xg!@ltBy1hx{nMK3tq7Tfx
zvvySdRngq)9MGH{6um%Yitf^wqUQ{2WY#6G6DSY5(IVk#-Kr<wcE)(FMPS;mH`!a?
zW?ae9I=|(z^VfFQ6ko@0*S<)6Tj=KBCS6g$kn`e*8mB`_dvV!Ay-OQUwBA$Od5HCi
zRFd=Not+8_e`g5Zzp~(h+dU6AtzVrnwG6r37MIRg_L*1&?AJLTx-c<2E~+(R-Q4Jx
zS-ktzHgNWwJH9mh+01<$D=aM=g>H#eYFxIP(`eSX&}WXKaz<*Jq0V`JHs^D?#}8>u
zn3d5!Q!lmEl1K0qr%A2+q)CT#GXrk33YW&TAG&g>Y)QG!CjY+LqD4~|)|TImv#+n4
zU2e9=bVco>xb=0iN}Ln7rR}`C>a3O9<u`9+SMgtu=7{5${u9jbGUrWToUq6|0ck~N
zy>0m+0a3@M@4DN1D&WDZbj^cKP3FfB+ut~TX5P7$0MG)Oh8q@AMbT^bu6x<*Yjtb?
z``HuMI4nxnyxz|-OXS+x8_hM3#WkFq#U5zrUr;#9%Ux;dk{fx&C^Bwa$ChUf(OODk
zQhu|x>x(=tOP_LW4>PN8ZU62g^S{5!Ed5iPW1l_m&*>hizT2^>S7dhku9;}{Q*yCd
z_T~8GD=!-Uwgnoi|NUU3VbOMR#mr4>7xhYA_MDe_MJHTt#om0AETbLWdwOQgPq?xr
zC)xhW3PY9e0`;>3FW1C9R9k%P%lzqqpB)yb?YyGgGpp_X$E3w-s~2B?_w{YcQ;~Ne
zibu_AZv{lUFs_|-Eli?$ZxT=IX+4=FkKh@CKU#FB+vzvygtKJpYDvXBU)OQ%<J?;@
zOv1Nj9!jtBPpUZZnD1Zr|Jz4bvA+6s&boL_wvgC+J&Dtbn-6Z}`^wwCccMUH)oHi*
ze8KOUN?bw}mziIcABohR@$A8uE0HzZ7d-3#)_s=IaWl7a|Ci=@bBfXzY;1hKG2ltl
zymi9NcmG(vz4uvY`P7<^3!Xh)rK6nr{-oaNXi=xru8$^k*<2A`q}A{5|1B;;;XuCo
zy$ro&YZQI7Uwn4vkkYy*ros4#SBSm7c6}rB`UckQ<OO29GlYE)E4#b%_Gy`%?eMsk
zaF6r)**8gyht^C<$Tog+*GbiwO>08M+jlo_N3DFkTqbMxZ{1XtCsh)D3v;`Z_s1nN
zzdf`p{idBz8}FxGjFwejx0U_<$#cE&{n5Qen>ns3CFq51V%M1S*KAU+uBl7y_OhH4
z_ZW{C?6l|#2xI$u?)tftzn1;3H%PMEWB$JXI^XyDrdWQSzqbn97`PjP8iZG#3AldG
zB~`YAd-9=a&z!ei@MGwbIxDPgyK-M~u2L13g3#Z$e-<v@ePPMWLvu1O7be_J6VBu^
z>7O{S?{(L_4{Vi8ep6!GkG(B5zO>mqJ};}{+w|F1e|D5bRbF0O?b%Rd{~>WL&(3$c
z0f{CrOk~!Sq}d4=?Ovy_&-7V_tXtD6i|Mw;t+H0ElS^H`@@qu$@%8IjmP$CfE0plR
zzT~l?n^nH~>wekeLi?<LOq=#G_=(5%FFP+CeJL*0|Lpq0L+u<7n+3W|Tc!s(<gN3c
zbE>qCE#aH4zx{`pD(mtmRtJ<L9z5G$x}vLi;Z8}>W6~Pe3M=yKlU66k%&%a#{M1=?
z`r>IJ{qJ&DMP}|<-x|1NlgO;lpqoBMuY{gFKC<j&duoc(>GzKVE9=i+F8Lz)elkbg
z9lq6P)gINvKAmz-@6^PyHT}YxrR9&}&I?!M)(Fp=@zrY6c{h=Re`b7I9njj=o;z>b
z4DN<ceLi&))9P50uRYyeDd}DqucNGxB|72F2|KM-??X#OPiwijIEH=wm82WKoqvYE
z4y*Xp-(d;!m;d$*IbHO4|H3ycp$~cH1#a4ZD(x<Z{grg?t6Q}^)3Y;QoIBd6ZZo%}
zT}i7=<ltJ)`?A^+9Ccq^10;O@gjsH1Q1E|A2G`+6%Y}>!1@}9Jl?cAtB;mNQeyWlM
z-#oo<u72!64UfyO@84EC^WmE(B?Vhf^9#-4Th0C>dJf;?Kfiy(X>O}sp!`OwJ+z?e
z;Hg^;i>-a1AG-gNYxb{x(aYb~=e#nsefe<e;xDI`<?S<eKN<dKzuoLzv#Y<Kv|pEe
zD35WA&nnwL#p@VmHR!EVTWqp=-uD9n=7*)yW+cA8^<v&H?W$F>NqSp2gf8(0yRKC0
zS9XZgIJF=^RBQ2c$A>cyJ9Hd6DX~Z|!thLd=@#psyZe63NI5ijgFo}Nuw@-tf_wYz
z^u0E$DOB5FQ1Wo<&7c)ILN)XJwEk#@yv%w#u}Cd)WzkH7|9eg>TePja{n<Qcr$Vow
z3o6k$B8qy8_NY62xN<@BmEqO;GOi-ivfHnZJlGR7bN)q(XPrx@JIC~_Zb`B>yIvJG
zbL&m!=1Bbr=PT3WA1t{TB>s+vQC4O8Bc3gZ=XS5#-p<<9u;J5RH<<<>J(;36C-~j}
z-B{3b;K3KQfNSbI7X8xQwSCXZp6g57Ru*N(W<_s*eycksr2q9Q(Mlf1Ir<q-zl0oZ
zxzU(9-G7FxtNX)AkCZxRpKi*oSp8_R_?DtY4;&nYRkjpGr9bG;f4bziv0xd;k`wdq
zp6U!)dzgLpYVX}2wr?*AvUTptd+Jik*R4@BL-z6St^DtEpH2ytZ8<bgZ_9k{Xv^B(
zZ<o#U&;LkcId^&Wl4%F#1qNlWubb8or@D1ky|bsT;5KuOh`W+kFHE0$<<;z$<@S3x
zJEj|b3p#d<J@USWW-{OITdG%9US97ly8iW)jra2IhaPJ(de*!1+f>8jR%=i1owD)&
zI-_qNRwdT{Hd}Ss>EgbSYyaNI|F^#=$0Y?ioE7buR$~PN1<-k|Ha1-PZkahHsYMF<
zZaIl1sV=F>`6;Pf`aY?7=_MHoM#kobW?Xi5Tu}WLbKcf^mp%4c^W@Iz2W*@8>`(Sj
zyO_P>dCC69tP6YpJKh%KWD#)m+LSW=bzJol;b-PEJCCR{Y}tS7`~G8ff9f>fuFs1)
z_?6wsdB5Xp{ofb=d@g$z5?=E6BbV-N+iUXcFJyLIczUO2+Pm=U@10-E-aE&-Menxn
zw)ng2HTR}U*7=?;Gg{=ml==I@g1ozRbL0O^{d<GCr1o|AmV8mGo7rEycU{*mdnNqM
zOy=<V#8d5kWmVs^=Lx0B|9G3@;9oZL>&@NqTbF4|m+UN_&;O?W>|d_6@+bFq)Gs|9
zZu4|K#|5*63|781dB@+sJfF1xkn`=<KMuQN-JM&Kk8;2G^T}S{;Lx|9b^CvuJ?wt>
z*pdA+lmD(~bwA$z{>pRzm(JJzOI=Q?wZ5(QlsWT0SNgLVVs~!uyn4ULdc&_z>$x3u
z=e-s>oWJKuKIi)U&#E?M77N55dno^_`t^U$pZC-MfBjS+Z}rP(?fH9Ok6$>u|JTni
zzph^?{Bw2R-A7mce2%V3{{8X)zw@X2I7|b#HKkAJ{ikXwwW03j(WV2ob|wEyrmwDh
z;d>+1>(kfY@o$Ch{}o-8*`qhV?A|l)^!T#KZ;H0F+vo9pnQE}ybJfx_l5)qE`Lj%)
z^-gJl)ctc84lb*R4nJ`{x=qii#MONQ%j?BEB(?|2K32DU%Ite9Z1VGOwuQ!@GrOfl
z=EQzZTCFohJMXlaxRyUZ=fU)(FJ>Amg}!wrE|e;pUh~3zI{*6lkG~$@RO4gU&~i_2
zUu|Kvg>%6{#vOdyeVK&&3tBIV^{iDF_)zxRaCM1>6L(Dh$=Qpu#d%m?hB!{$!?<hC
zZC}CA6Tjvz&z0IUFZ1@BH@i+)#Xo<0H0MTIMQC*ib1tv%?P<v;cGNar7na<^T4}%W
zwQ|O4rU_qH``k9(Z=bb&Z-rRkXEXPlYV#*wT_!8D-3qwz)v;yAB$gzF)lJ_Fwlyyd
zVN|rrnV&D49<fKeDU022o$B0%FxTm+Q6bX`URw!1`{jBg-e=Z=Dr42FfezD)dGBty
zGkZZnyiLIi&aCKt>(@qI(fqz}fo*fdie>pT%Wm9aNOOK=bmg;Jbd_}I?X}y|x2?C&
zw?9;yKH16K@#US&g|pu{AN2XioU8Vu*4J;g%FY}gHR~whj%|f}kt-fX+}(Pg=WyzW
zW!L|vRqc;5uglq=nW#F^Grq+)eoLS{U&ImB&$D>6(oRon*l_Lkj{bCQ=D78<%iJE;
zF8JGJCRwj7u&_|+gzGx{o`oD=OZmB;FFH8w=?d<(8`d4%R64n;mZ?6iq3P$8!0q#5
zz8H##7}#uxeNiOIWyI(kYP|P(=e_b{oXOXA^k22Ra`;+*M*K?$#)IFtvTt$ixwU?^
zCxb7yqxVzCg3#v@QdOnv^5adTS-&Z<v7XH=SsyWdTU-Fg#o1FG9hPljSjzqO!3L%L
z&a8VA!c$WF6Q|CuN&TLXx_g(K_6F}?qE2^RzURK(_ucd3%c709u4Mjg`r8~Nle&H-
zcS?skzqqEp?rW8`S3LXp=Pb9?kl=4?QrU9Sa!KSbyTvVwcW%A?o8dy+l=3yMb3&%y
z<zA}0`fR?=x3gihbT3uc?Mc6DxOP=y{;7k%o6qq3uYPUcRZ{nEg{arThKWw1dzl+=
zr&k6RToRgAa&eZuuyui9)P>I4=N^j%U!7SushCBxe#*}Da|e5!<L)bGTxT`Ok8aYI
zew`(^c+<qdJLP|h($2K~P7A4+A|O@BaQ3^wvV7)huWkPe&s&uUm+U#p6!G%cZjN~t
zK^j>lvde?jO8#*qFqB{B`;_M-FLQ0%YuQ|}wI_bd8lT|eQ2wzZVM5wl=6f5P17nx}
z@L0IptI^?$C{spreFM*4i^2ugw^&Ya%v-VS&II2^Mqh^+YiFP2e!k6<Wno%Q@Y3>p
z@9mO2xl*s}Dz;v0<!m=J@_*#AJ8Hg7*9V^3O^x^b-%S3;Uw+56;F{zKHztL3P0Shj
zC0=4ovjyKTp7oa5;9=D-8D*}&iniH_;yH~gA8mfH?r)V$y>GtW<A<ETO|=DcWOlbT
zYcEYx-I%Jr=0fE?wyd_9`wl%fFF9jYJJa!TxJ1ru<C)xbt}Sg}j-8ErvbFSj(o)7|
zgOF|S88gMD^gASGUa(oZ{LO*2ul;j0`ljAKvibLO4z4m?>veyNIKIAo`+n}S%e#1v
zUC-S0N9x`p*{=sPSM9M~uuRZX*(c<KMcyo{4nwZKg*&umbPBi6@0VPc5&xmhDkX_|
zq1HLpnHFiW5^6Ge@6{G9Q&}Zi^ho&OwBlLG4ktcva@jo%-n78+Y2=SU?MOE+!FlJs
zj9v*Gv@R-0^qS4TXR*H$8~=Ah{!NYwKV71Kg*=uGoU`!Sgjm@Zv7ZiXtmcpv4bFeC
zwC~jB**-q^4@mq_S*H8z_w7B5JWjjV*UBE|dMEe#vuL*hGpqV^`$<o>DX{f%GPX~?
z)1as`!|Gwc@hkP|Ch@ic_UXmTdG^FkTjEsqC?MVTjBT=G{>zLPQ6Ew&mvlFMJE$Mr
z;;ga5b=jZ$AMWM~Tqruea5p1Yv*z5xBHOrU>sHKrv6j_d>*qF&9c%)XN&!FaZC!uv
z@bAr~hd<vjJ@kLcUs3gKQ!g@aiuJROV+zlB@iSn)`<XZ{MK?zA4ZbyhpRZkWv)l07
zY=@-+_XLt_gPmlZs%~!iP|NssGs7E&ZJCRLi>KT&vrQ0WS-$8zpHr&BL$$IQ&ul07
zB*(a2-?dHOa+1=uJ;Dy2w#*ruPR~r{bz!!475H>I_4)g!3uE6^+?bm#v9DO&E==&@
zyG0sXAD$Fk$1QL5WH<YH<rN`*{3pIOJ3Gz@Uv|SFl4)mBLHz6)9$edwKAK(R+vPoB
zm&eu>*B6Rxj|>#G-Sl0`fnz3L>gu$=Zx%dBWBF@(z#t_h={l!$c{|5F!`+oB5#F1Z
zE%Rd6yS+2nKOlhj&DLo)fq{l6mO0+K(34zs-*4-mSNGrS`!@IKw>5LMcI)sh6p0de
zDBq?2<Oi>@RKa;EkKCNpH>NUG4VhLxrxoKQ_w5jCvS>Qwo&JSOq+-@;6C=JGmJM=m
z%ui@CN^*(Maa3FHRKV!CmG6*{>S?RL;@?~r?$3<f(CB}~DzdNa7U!e?l3YT$Ow(pI
zyy0ss-(bfpSHaTy`_}25iUp4z8iy%&NX|ZJZ2T~N!ap|Fm-f&5H5Y#66Mhp>?m6XY
z=!tX7FB|=zuF7?=-)qWB)fd&CQ$i>F@tE@Mw%3%p&I|EMfybU2)$Urh@7C4+fGn<b
zL$PNvVjLTMlBTd8U()Ks9WAFAefG_K;n`1aKb7!$E_BrM#^YJVg{v(xqATKOUOA#*
zC7|2y(sU`{a%R!HL;U~Tz2vz?gr){B-xy}Gy@`2p(5EKmf+LD*(=S`9$nJbNzjxZ9
zX=h!(M4D_l|M=s=D{jW#pHn7Cr*UjJ$YxpD!K?F(^UlQE*$ej+Eq5qz_q*vH*s_@+
zPtKCP#p`&hvxMb0_U#*&gBDG#zhISndEdFW%LHmYGB&>F3llHuNJxIUSzP>R;dHYd
z52Ow-XWwma+N`%&YLj)#)yWsNC)D%0{NAJC#;2X2<i~jK%E_>*_{&cjntn6w`Y>(h
z+XEZ!vPJLrW<R8!b=k`Gk&gR<^ZLxJr_L*CnC8ee&YRkAUNHM@lagIU*hP&NwOwIv
z9loauwv<e~JxRNDy7`^y!WO1aig_>2lQ#%n$F*yU){?nhHEzWxEuVZ}D<ELhKaain
z+WFSUHV2Hi-*kKt`0QZtuBeauByvytDBrQ&wT2_}^-H_`m+t(Hx_8IxvT@0_KGA8)
zrhZE|{jr?eYhm%U@0W<n^obKz`4@Vta`mqIC35|X+0^^|OX}y`>3;j?{5t=Os%M`U
zJ-3tBcpZG^6!(WOzeM^q3cnqaU*%tTYX1A^Ys)1r8QnP<*CNp3-=SDP{rT1947IG~
zCvum&Pir$uunU`?G*3VIrhRDBEQ9~cp6MLzne1tmVt>hUk<Vg>F!ex#Sx3$&+z$|R
z`L<~DKCUd`<bA<{t+k(8iZpwE+bt5gptqtdH=<RY_4Ur8gr7a!OshEzBbR>ah|@dO
z_*QzO!fjuPxz1rFt<&SR>SegL9TaAN#-8SPPG$QC74a?u&kM&Nw3q$0+or5tZPvjg
zeQKkafBMt?1v;PkcS+=}npe{QBf3ppYl8o@l3J<27N+b~=jA=FxNuu9EmC{D@5bBw
z^2w*H3Pfy+gw>tJO}1^{IZLOsy*fbrFH`N)?r(>73-5?|vgGE$j+jZY<tx^FQ<0Yo
z3!7<Zaf*Rw!MfQOnr;S%wbv*Zgn8cPihg|e(gTx^JA<Th-e>O@n!Nrrd(&^5-LvK|
zTCMf$<plBcY5Q$8cPyB07kT&1hZrw5okN0xW;Hir11DPOwSQZ&tMb)0;nyX%xB_c@
z?iGb>X6Vd2x5`uL{aTG*LD%>-FH18gew=cFY0c6YMXusgIaMEuZ;3bbsLcQOVO8*_
z<uW`mpZ!0qx!r$XUpMek;__3wC0<SJ3Qo0AU9@ufA@8uhPLuBwy)D=nb0#G}NmbpG
z*m*LIQ!LN(>&?ZiLCeK|O;ONUJo|;C>XVXPJ$IM8$eoX0Gm}MH=e4%ft0Qj3{k+en
zwcbu}zPItQYbhVoM|=CMX5F8q`cCfA(c5n&OubuNKb?2l)jz*;HmLqyaj5RkO|u(<
z+ZHp&Y(AKEZQ8#TylJ1_pU&N|uJ&)z<LHNn%YSYUbN-{GU#G#nRbMzz|6J#*hpQhq
ziu``zk<H(DR@vKsMy2&Jd50sK-3P_D-}5=d<^5J?@n=Q8^L4EbGENn9dlU^6I^2b%
zOV?d|YZfaYWGVhh=D^#V7S5YaEIG*(IeE(lSEZY!ub&BDyZNB%SaJ&ER9(F*ii_;c
zCWOQ*ytOoTbI|`*$#QbJ*u*UpGM?Q`7UW>?t=;-zmF|a_yGt5haV)MkQ)W)tXvNyK
zKU84t?H_Bl&$}bHrQ;9B;>nH=9zA6^E@Gr-9D2d-EaRm=n-4$VQ2ndOJVUH+YUkzN
zhN=lCIWjy8%6`6xRGpUeG>hZ<rZp+MWz;1XH#)`G=v;bQ6qcdlzEUdjQ1L>^b<J$s
z_H$?GwVnINu+HyNi_M!korh(3B11$=@;3Oayd;-y-xetRBC=6P=}=g6<c~Lh96P@K
zOk4hC`USyT)6VbpK2`R$xN?bU{*P*#plD{h_nTY4hq~QAUb*D>l}p=NzyIZtd%3au
z`}!vngUpIe4D5Q{tM)g3JgofJNG|hwuN+5ph`CKfvAp7>v{M<MU0p7ndKFn|HSvnb
znPer+3WxnOJWk!Z!|W2Yn=PTf$D@kj?L^1#k&Em5JZ^2{%qr_xBJzK&&papA-FN&|
zL~Bd`@hN3q??2W&YuVbUtK}Z*I!@lY<xhowO<Vejv-y{4`emCJ+%2rEK2H|inUXYP
ziuuB)Z<li}D?Zxj^pNLg%eC!Ecb54!PWrp3>%ZNVKf>p}F5Pu6xpC>Pu1&7Tt{Hy(
zaAo;#CX+7P+?Gq0-@ZBI#;&&!vb5NxZ^YrTRQR~(oEg;@ec}vH35ZW&J9ot>>EqE`
zUrn;i=07lyUZ8qXTE^(zb_U5sf8{>aJvx}U^N)&J{2{xXcEd}Xo-v%iuO@uw-bJ=_
zKAX2odleLRE}Q=4oX@%WrbqVWxIOBe`HjK&`H{t3fnR4Wo3r9~bTX$xalcRGm6fx0
z>+X3rWeZ#AT$AatxqR6ZHx&zs3a+y_vX)_ou!FGF(=E3<cOH7@H}(F$XNRBJ#c`Pk
z#wf5on`alpZ*a})jSz?5<~5A3mIXAO53&?$3jO{5)|>WspXPnNdgG<stCQuo&&6%g
z-qVqEZ-c#6iC5f$EqDDMY&hXEQCp@>;NPrCQ5Ad&b9Jjcme_Ia<XW=Ep^k5N`1Jk1
zPjJoOvTmo*mqO3Xcb^LC9xl3cuw-k0>WL8JN6b~%d)BO9RJ%ju)7)w8yAH^H3_2B9
zVX{MOhGNLNDW60$1l7eKo~oIxvw>TBYDhywPnof4npSS*&IJo+cWNtc{##PYCdd-H
z>#UxTvvIQ2-%hUWaosOvTq+w}4J!ZdD--4`KkKfq{^RVKh0?l9YO`PL*mbJ@h}5ms
z>y*|mw4AMA?)b9l$n;+^*(?0p&i9$7RJ;G<2{g5hXtTd|VR@AEq4|}wO|PgM|G9bX
zLZ?fW+bjp>iaS!Ls`yqNyS`?j%=>#A+pfL7o6TG3ZN9B`U$1G%?V20cqn*=AXPKs)
zX|PY=J-a^NDBj7Q|Mk4r=j&VFWp+L5e>aowcg)@5%D)MRmnwgIeZ^+4q4VzJ&lmeD
z6!mcXZgAYkp^+KV?fm4Y$%){^gOLlOThed*NK+2lU#*v<zALA#*mb(E*j?7-k2k`a
zm<u-u%Y5OS^+0z=<pkcDw#TgkH@vgD(7VatsrZ3MpYOCaR?l_LO}KAZS}E<tFTf*k
zapmTNJ7nJnT~E&Mmi2h)VJ7c(!udm|apC8QoKDMjie%5Q5El26zxhY<r1{l7rqbtE
zC#%?fUQuy=0)N7Go2B};7jr6XC*HoT<6;>rlHPK#wS`UjefgQKJNX6oKlYg=qP<pl
zY28Ei#>2mMbz7vCDis->__;D|$)V1WD+$j+IwdEqh<SE?!Y`-b^Vh`vZZj^k5q);x
zY0}B)U3*V%(braF^6kHL<eQorgT_=IVZDOl5KVUxW&K4jJSJ<ztomZN^^fN6zrJ%k
z7R{O#^EN-|=*zyhU(5s72K<@F#r@ZJg@a$9C||*gm}8<7Z-n+uK2#FF?Naxg!n^lV
z4(*<NEw)7ahU$Jd;mIy{bU%Lir&b$g5%p+C`weC}i_j*m{H;%C?DUp1oAT>>M$`KA
zc)6mA>n!14GC8?#F5WSHy~2v^he9$xJDAK!kC~9G8T6mItFx}}=aKJE><j+<^sLiJ
z`lJ2Ctm_z0`U{Kc0eT6>-E(Y@9N2rZ`uW+nKMg$V{uZ(oFzi=tnBt(h>gJ1EJQWG&
zl-)UM`kD8h`gzWC|BRo;v1ZrS)h7kZH+4Nbt-XEY8E27QEQ?N?acJ%KTC(qD-mwQw
z#lo_4O80Tkk0>|f*T_+M@ZrrvPTn~V4(Z~?_fpR|x5tHESmML~=2wr;%Xu&EH!V+Y
zdiJw5)bxUT^rlO(ojbDKzWu$n`D3Bs87Fh^fS#ZQ5@Ij;oQ&3scP3RZ-M)5o#yWrJ
zzfs*97wdLvm?kByuS@)XX76JAEz@Lw-{(ClxJP*2?^|x{|0f2_dDEfbRJe2A|M^@;
zQ>Q=glP{^Ap5F54SF79GZ2>XynJ50aXy`T1m+!J(dbrN1FkYf-b*{@i*)HRI*Qd8W
zI#$v;H(*ZhL-p22MoZtk+gtaq^wl*liD_=X3f{foniv1&-rUXZh7m$SUdB-=>(WJ^
z7fIgx+^uwZPHC|6nQ+zfUYxBKDY89pV_i>fh`V^NnY;hg#$A$Aw0{Mv&R3E$Xy@Lk
zb9d*y@P&^j9XvSSc*DV97aNU)f^xxRts9f(>{+FFUUN@uzO(iBpQbK{FE3DK=|8D?
ze`SY~jN@gkLxN!?jPE$@=dg;*nQSGn`5%|ar6^s-`>Ukxs<Zp;zjx$7X5CcgezR{&
z|5SXr_>E_-L)<l+K-W^`iy}5RvI`Q-m!4K^nQO|rJ@3T*fZrKQRf@_F*9lp_+ZE*>
zeunA(xp%+zm6}-E&)p_>&c7&U-qOvVcl{P-=jV%l!PVxoMx{_zh2urpp6SfhtXeJ-
z)7EoMdDruxruA@-=oULubw9HMuF^5a=CYX{t6Fo6E>*=9m$v3*8k_CvI?%CTd-(P#
zZ#K+wTRutcl7q@ltJwc0Z{rvrH!Sn+JvlFVyZEi$FSr*oC~b%eiGS63l3i){+?&&Q
zUA(R)maU!B@u@E9nrFzS;B7`9T>J!|?{cy@+ag&|XXzDX)lyLQpz%rON~3j*oZexx
znYKKWDSsYtId186MM>@?a~^%gKMq2dD))!@c%68;_rN(t<F^;2%cgITf9`w8exX7S
zXZ*(H6NRR5O-VHtzxv7RRpN){&azL8i_h*`BBi)*#zuxCj*}*>uy6XNwJ1`eHECjt
zsfXV5Rl8Q)kabU1SnoPfHX*A?il;$d)HqADwl)38?6AnHXYc;hadPeN+AMFfG(Tw0
z+^#6mz}MT~nC!lwSUI29uGjgt$trdoOSVT>-^I?kyy5Bpy}IY#`D#kbZ{6`WcEV0h
z1)F0o{AnF?+fU_+t&{0&-(h!cqM>h=n(NsKG55LWnw+vv`8DUKUyPBm?cqDt-q)78
zT3%t>l+B%EU%X9Lz)Al6oVDSJR@q(?GMd%S#3oKQpZGOhKB}evyuMO{%)!50(*I08
zZu~usPldy`;>*&V8|}ZDn6YWDjukoWUU?%;P%>6`%ZJpbA=ec*%u(KI`>g0m%zfdn
zH5xl+N(*=_<26XmnVEXDCA6(N_2QlUH^1%gob8*^b6o5A-TRw5d-Ft@e5}O|zBq6F
zCSBZb-}2JC@|hXOS@zmrS9USm@_Ub(;_<6b5<+)prS5(hD0x@*>Z^HeWvf=)pUU*`
zy40<+NriUTF04DvZg=Ivx+04me?GRA?d?7{U+cJiXy0|=i|fBchW1^*{V&AwUde^^
z>xygy)<0T)>SG_<jcqmWVuQ*gx4-kv7wp--@YOB;*Q+)a>9fu}U(NDo_6D_&-&fvy
zV<;x_SV^Quc1^gn{VkW2(+d{o$@a5x#z^dryEMz$L!0->9_yxA5ho5^V&a~@?#Qmn
z?O|s^HWpv3b}KVu-_00Ml+)D~xN>W}o_k2dBe4aKS-KyaTvRx4Q*PcCg)39O{*{Up
zTJ&<a#{HXWmNU<NeP78ug=c+ZO-RFCRRzDd$3p+kIX5eKTkaM|EuHJh%_Xa{Vr-T<
zRK*_re`w2*38vw_f_2{>+~@nC{)IcQl{2_dD=$h&=$+{+@!2l&j>l^<+dm!Q_<mJ?
z*Ol29qBpX2%DFC4cakkQe#~QI;fx^3g9hLE#Zr13xYd44_!!nS<MzwMGd`0)9g#a0
zcX3uw-|5R$67R2UKW<Zc++xPWSGR?A|L8=&DK`9FZ6kCuJ?>pbQqHOSfwjMXr@Y-V
z)$>Q8OrH79tA!OuJ%9M@U+7l<r|q9?f7r|Z`yaygCw^N{W4?dky#4hz@-4Qk<-AzG
z*ws7jRjt_DOri2{^~~-tm4gqb<h*^Nzahi1VS(#x-K*y}WL(#b*}21UQwHze+lxf^
zPFm_ZJNLQ*$NTLWH_PsB&2VLvX+D&G>P7B_d9K<q-=15m9?8u1`!#K*?H;b~r_C{f
zWgj=xwAEgoE^}R)eOcBsM_w(_nV&DS`z85#`T2g{-H=|km%~YR)_uvnyj-V5-|M^)
zI96k}E{r)dGg!*(%%m;iCIw4&9Di{p*_>B0q$70UH{sRk(^LB|xa^ZMnZ4TG>DiaF
z3)aQlcVpRm-}q^>Z^(pfo;5O)nP*PpoqzZU*RR`aJN)%N9L{<3;$i$jrtYSyQcicD
zEy~elyG0$fcpmmJZQYx_?N}hE83#{>+utJh3r}OX#6y-{d8c{b^7*EMtkZpc<^fgN
z50n13a%MZ`i|@3bcK&twjE!PK3zGfWg@U!7nA|T}kUi~XOtkc(#iwU%zoETVxxjwu
zsY3au%)EEsOnmb$bE*T&#+he+O?p$cXy)|8PP5nEVLEd1(W#Yh+HG~GcRqMv)3@1v
z>si+)8C-FzRy0TiJ(1A$ad2KCs;^{iGkMlp?YxD)bB*^1&T18U`d)is*~4PX_HSky
zwwrISS`-m_?y{$!@%B95MO+@CTMzX<I&xpb`QU-RyH>hB@3)*+*7)%t_xPJPz5NRo
z9GrCSTxFo^v$@UFrf>%ou+(ux{*-*OVE>u^G=VAJZc~_f|FRroF33*xY!-axnfiZ$
zUXE*<=R>uJn_PMvwXT`KJJ=6p)8N^6x43psvq=WUZ^{{0IMstXC4yj)|uF?+4d
z^f<wQ+pCJhOSVgHD0q;ye%-f|lNO0OsV<(-q1q)L%JoU&cYyJO)dweWvF*=@EqwI8
zVv@Yg^X^*L4KBMAV-I)kZP<SG^O3j%w^bK%UMzcmV~vN5$MwtQV&^qLXHVQ!dVTdu
zt@ih;cFM}n41Th1SR<>c679&FGPAfh&ta3*MTgLThg)W>Tq<0>>e}y*EfOZS`;8Qr
zJ$Lvn%W0TAO|M+#NXMyZ<|!w6Ja=k@@4C=sA~{p}^0V8Es+Tx?JFRPJbk@)5jAsA7
zb%~9$Uk5t%XeB5LC;2F(ELNSDS^Qi<aoMK%i&Vwig{~?oluXx<TBfdcq(fobO0Vl%
z)Ptv<sQ<Tc$G1Ast}QdWK3OfX{djH0yW76i>~`yH*V-@srgA{m*OS%7zw$5ZUZqTb
zt*T#~w<fcvtk3edHGgH#mvorDUZvx2&RfnuR)MvjHqG!4p1;jI$#Lu3XPa&+zw)mu
zTFbKV-xGencn^`;KXx#M{#G}Vw@hhudL=Dcd}M-;QtAn|6P5bDb6!k%nl<gGu;!$F
z8+RXbcosK#1*hI~ldh^$F6Y%b>H~i%zPZHj-IPDck7c&^RhG+IJ64z{oxOfZaJ#?K
zoW7^RFFHC)7q4jFC%<FYyNK@P=l4v#ceeP~0kOi(jk(V*37&tc_tX5_d-1o&(j_K1
zUEzFIKCRAr(L0Htb*`G%LwHnLyyyJbd+xEy>o<qj<!f;mC5mm!F%yk_d*phMK#A>1
z8Iii+c`XNLan&T~3t6OB#<f`gDf%@>zQkQAOn{#~<Yo7lg`zcW3vwsa)m_ZBUm5dm
z*})syHk%dJi9D?57ZSYc=(tQ~<rRm<Gu{Ey9A=%H%rBGr#8a^&{;a5E1-Ghi;Pbgt
zuN<Fda>X@=ojXx6bXTi<q{v0iL;9I_c8Zle{Kwqtdw0Xm2i;GvrMgx%mCVsf|5hk<
z@9v|LZ32f<SeEp61_%BZ>H0nC;Zn<^Cp<SR*!PBn?7bfTJd<w<>qe#rm781aD}Fzl
zpRn(SI0xrl=ARlxQ+5USMdy9%**Zbz)H08cQ%&Cqe)~|muV-TX%$qJ<_sUzV)PG$(
zxge+gyv{az!K3FFSH8b8&nDz&fuzqf_7o$g{Z7JOanByJUe{=g{M>H4-{FA4c_p>y
zC$w(8IorxmJ-daw>Vv|vx!uvm+cz+(Eo^+SFy+X1%MW?d&sBv_-u!=)VQ#m(XKGb>
zffB0?tErDceiOHJo3eKF9)p6Ezh~y|$(y+Dt^fCnO9Op7|4rfA*snkRjb<vVrC~zR
z)r%Wqc$%k9=*~K{Kkb`;fuZw^>2Apq5h<FF)=U(WI9SCgth+E~UHyVX{6AJOm&!d8
zU_K=ytYnZ7AewT=?ec^g-YsiF=bxMN`s~(_*#SjY`5v#5-MPt~IW;bnQNT^C;!3d8
z)X%3q7<XL!Ev#dzv_rMuWv%4g^ZWWPFLA41=JNUG)J0!EiqFbA8~ym=w%-0Kw=+LF
zy=S@hm;|I>PkHcW&#k=OA@|)>?Dol)HEhwHyF%kw+n3v~cl2j2d-dYOy=^}jBbRe2
z$nqyOKGF`pw=n&k!cB+p5O>%5Xtf_^2QIXQPO3e>nCsvI<J)DrpOQNMtZ*}$-`XAA
zGG(#MlY|7mzSB|t<vA6WhrWO0&5zqwC!Qa-xc$tW$J50Aah_RrVV=DG2M(@6r-w?P
zf_LSph-D^Cd42TRg@u>BriA=!@-4lsnt1R)v$OpKlUIC~Pc89%u(nx|*K_fc5`ns_
z1@Y@XN4U&CIB%Cyd+}2JskiRLng46w^3(fqz4{%sH}CK3clj)nxqFIz@?YIMS`ilR
zP8XIf-}KUT%2$@TT-O9&xILLHGIPPh*{>QJ_y4=HtX)$xy+m#Qj1>vHgtPW}XXyS7
zOL#YPU7q5WcV(saLRTl7cu!AWcmC(wq-a0Uu&)AzTc6*wdm@r~L)ykkHg*0<Wo!Mu
zjRsByEA~%578A^8@cal@SDDD#7oHLPw(U)Clmf3!PkT3Cu;x=z>*5zdc~94WjBd(L
z-+1uHirYq;wGN-_NM2RE_s9n!k!=a*7G9q)yM$>kQ|G$2@Ds{Mj^!q;pOd+}^R;;U
z-@FM4YEq0dyCSsjhgZCvcw^iAW3n}juG`Ck5*rj0{kDkz5E71gZuZJ@=f*FVOZLxv
z)&1PsV#h+`Cu<|GeBk^Sv*Ct~$W_(gOU{0qpD>(>G0JHBQQxNb{9b{=y@mN#Yqy^j
zQK;_~ot5Np_JZO4>%N-;uZora>}H=gshDx$0bh%+nQPq6bH-`yWjkWIN_zSgNvCI$
zZ7IjL9a~<Qn$mP&_EMqMUL`XmQ{?!rM}{mk`gU{f`^i^d$JA}zJMH@P+T?owc;Tc=
zVkefj&j{#yDj@vc%)DhrSf$vWwKHQ+?Yo@uU-E?FvWd2wibqVAaz4FOlHzwlV=}k<
zgsuL3hNUNUvXqvWojPUrsqk~gz16L2PV$`IEw-uZ%6$36B$l_fWi#bnXT+F4-?IHP
zx5~PinsXm}HYixu{xxbBT$Uqnoa6GQSjF3|Z>sMXp4eV0esG5G{C6vqe3ZKXp5q9<
z{i{>ycfsHChp*<V9y@GvD24gS%p;clsplWF#aCoq-dy9=k@-%K|DJ7PX3CqI_eGX{
z2B|_4&qY}cIZnIkFDx|)oxb_c`neNUTK@d~#l;{vmc^hVV2!HVj7?Eo`;54Co?CtN
zT_K!ouX8BH(%$y8%<RVts}s*n2%q{Q_jk$enZdW*PU$}Jdv|uN?_VP!|25urXOw&*
z7aZl7JXN~2B53wDzYc?|xeOP+<|p)-ZTMGR+;Xx>xpGzF5>_Rjp0jaTcGr(|h@WOr
z=u<Czv7+%@N5I@P&qpOeS2szduq63OB+i=D(egd7R$#hHaN5&~IXiP@%(kj5W`EA_
zHY2R$317$57u$HJyh(TCWIwB{e<)VL^kw=9YbEtK;q1S+zqzq=HA+{QO;Apsv}buL
z`|r7@o97)au>L)F`rhhWb=!T!5~8jdu8cprIM_8?YsZf@+oW5g-8>(->8DI*;Xc#K
zxMlwuA*at1=UnWX&l7ib**o?($_pM`-O|2E^};F(9gXmv*RLO#oBq9PLasBPh|Q`=
z<!k52y=jswGCJYDz~SNQTuH~JQ>XbZbNDNq_w#x12QmH3?+b)h%-QnoG8_M4W+f|w
zV!3-V#@~Lm@|nCBeEQmVQ{Ag0oigqLR@ZAMn>)O`V>kPe@R_E{u7CnA-wWq9pPkOE
z(Q+_KPC~nRyRU~tV8O4gE-H*~Pu_@_dGm&YmeCoerv;*GZWf<NW-FMjdgtm<*}NHk
z7n&3;KQ_L*s_e1tn_kTQU}w8{gQZI5ryN!~1Xyi<&Ym;5DRe@L`fQhgh?tJGY_o$;
zpIZ9c@<;C)VTCH*1n*m4XFp;Kp7FeWW4Y30lZ~yLeP>i3xu1Dw&)ojo2bu-yncq&i
zF8GCYQN#Id`U)0G+_Br2$+G|HTJ?Cnf@W`wd12Soi`RnH_?|CVvd;6AxkuoPyG4zY
zMboB;2VB0r<ea}qlT#yKLf@<25Korcc`?OYGDViV^^DBVHl3Pt{a&uh#7(DX?SJuH
z^_S&h;RRb#){BQG9zDz4Gw;?Zrwf<zSt_Kby!%us?s7S?_W5T%?so6Ee{~PJ(qdfK
z?n)`VD|jF{C}bu>PqyHelXJ?L*ivlg%#ED7?upB4ubhHuOg~zD{Y9r{^4<7qv!YyU
zWi0oy+n;8<Joa*})Ty722m3N^p0ZoSZ8j^sBG|5W6RXA7Dc+l=?foY9?2|=9){Qof
z+6B8?)z@v8QPYnI-oBObR@i4=7gsIwwx2T!%oZHEzw_SRMd#U@^pC6zcUjH3%jT1D
z->Fq|)$G1Ure3`<?YyVbS;pXrLG9(cqiYt3d7n26%#2Ls)ebJ(Zm{yPv2n4Gv`Xra
z#ygXZzHDT;?j-7SKl`n2+Q&N&8QvwSw*ASI-1TQx+to|<wjooWtZ->mT6R=JC9rW~
zpHGw*?<=3&mkx}US6O1GDc>(Ym&DQ?w?<%9Uf&`PCG`;Ag+5BJe>`=&pS=BdpW+8A
zzmf&TiM!^t@qaa+o?<DyQD*Dw;~aC&U;WJeN$dAh4w0udE_a<HE|~^J%ErmR>roZG
zU=<i){t<k<()uV~k?V@}nVeg5rEYI|x&8L;J6kh$-@IGQuWdK;!penj=H-4nA!Yu=
zQ|0N?$s+TcN*kJ7Uw;VtdBORvy3bP4eV%78vL=@vy}n%2zCBW^;9L6EZ@X6gIp9|q
zeRB4MWgjEg?k!`MJbQQT-fcT8va{Da?%LY?>F{1Hhnp=|Ps&J5oV;=MpOpNdl|F}8
zz3JaI=go%sd;6}HK6S6)<-T@5DC!FP)cJLPN?(OZ&3G#Kuam7)iTkZasqzd4_f{2F
zk(3P&8s$YN@tl7%rS!~4g)Iqev)fOwFMX^0XW^+_J?H5;f2OQnx+C!Ly%NLN3m#&1
zmsjnI@36ksTJAn$)%9tOk;gyYT`i%OWBYn<MYgtF-IGP-&uvSDlnot=uC{STeYw3>
zATIvrpSEACm2O?~@Jmur=li?oF4xa%-L|3m%p3OJJ#%#OJ-_yv$G%N^Iih++(Q{6!
zf3PbuKKqK(qj8>@Yv6+ozT#V=Pi*29WvI4~6=#gOzdS*54X=0V1`fR&zt^S-tMnX~
zRb{As`dcf1^M(C7H?sVnG~SvS_i3F_!xrKDo2*w)+OSIJfkut_gIYcFtG|Cwurs;I
zJ<HDIVL-{x1I|h99a|4(-`UE}|8{-h7TX_=(QR)8cOE@^NN(cNgJNNR;!8g&ypdjz
zyky1HFHf^(C){NUIoIWRCfB9-?4%}<XO5D>O2T_O5;kv|uV;O8(pAZqifcK!673&O
zee&nB^rz(;MV|k<TmM*kRhk6z^?nU24Jp32n}Pz@iLJOQd_0|b?T;1DI#Odxboc&C
z=K5stFYErE=EKzrfBtelKQ8{9E9vYbq1pF^s<g`_<L*r<FqBQWcy-CI8(BIATdFp`
z3;le1*0IN%zC3$VZQ0he-FoqM$4v80JJuzvbeUkG=k7B@L0$Xx|4A84Oj0MVg;bS4
zIko#b*Rw*CeFa;LEnX*mj<(*N=DW7&!ZNq_p>7kWDbKJv6|cnq#edGiC#75b&qV*)
zyZigg>$4eaXVsUzpMUpv`uBfvyUSzOTi5#K^b37{-|;q3!N29rx1{R4UvZspD;4tX
zx2d1G#}>_MtGUg5#{at<-*bHfD$+XM<~kRcZZqHdk})->zvmTOhn?ZJ@XyM2Qn!oG
z7k0e8`p4?Ixaj8HqQ4j2h+96V!|Uwc?2CPK)$iW^^|$BUJ|?Hl^8#8<yq7<0_2NU=
zt{)CU2AYdQtXFe9OBCE1Gf8i^?Zy*lF50fPG>J~Rxp<9NCabsOn?(Lyzj+KD8IG^{
z<drc=T*b7O(f^)SjMz#?9ht2&cd7=jC{6sN_^j*-i&J7-j2WM?EZ-$Z#z^@huF`TN
z4v#b?H?9v{=cZKb{*m;yO3HM$e?f$tv2=ut(TmOdm;B9HRCmt8f=B95YvA#KLpQW~
zpS%g%F-38P-JD`~g;JIBDf5}{7Gx@Oc=UOm%SxWLV%vKc)pd_qP9%71ZfkfjWpm1|
zGs07Nryb;)_;T8@bLW1$EeV<RGV|gWAEu@vp3_e8EJC}At$0*=ejIR;ol<uB=JL0a
zI^q`u0w>MkUSUwq{rT;JR|R3m-vrI+?eh}cbFoU(@2b0e^>eOZzuW1b3XKG_su~YX
zdC4?)d+guc`J2D1@tsz^acygV{<oyVYSWT#CV$HL|9swRrId>vOs{_~J+UfTBx>4J
zIj-wZEZ8Rq$!k}?nRNW9+KQ#($}hrxPYmZ!eEfa>fu^TDw`<hYTOa7OE^iKI%oZ-|
z_|b6BRC)Q+@VVEoESJxUoRRkQcJOJF_5a$V((Wy)7vAdgF=}5&lv?H2dd96jpI@!E
zeJ{K+_48_$y5gSe=>exVi9gzNSkidrPmc66sn0~u-Dqr{tzI?RBKh@#_@_OZ@~?U4
z7|x&OUALsjdAq+?5T7{L5`C)&d-|<Do~*vT_OY<R^hXOXEkC@sciw|vQy%Bd@4RyO
z+?#9(ofQ*h{-sAO5xf%@BK#{RgC~-4@0ytWX!EqvEgfPD`-5t$B9#}#y#BT_>k(J`
z75OE<9PUleHg@~EajH&|N%_hBOYgp5^1q;LKQF#=yPky6=N3JW@W7z86ZcvM?mr#5
zJ(a80meaP`y;>+qNPB8YTd&hIYi1Jz-3_l!U64;)SUK7H=S^GdqHCp+sfM#-OQ%Ne
znOeImGIr^Ov+7G4w{h;ev-3RrDU*PgTmFT;%JMb;xyB?w{6O;g86n}UvxUt2=N!ED
zr?^}#eFp#3*q^N48*{i_F6@51&9q_vzSs&4Ilm_{Y3WHeQs!1ZjrY$NXQaFo6*LzL
zFljKo{W|ML$Ah^6LR%}iW<3b(Sy6K7)ZafF0=-M`?9<EHa_(VvqVi<R@I!85hCdD`
zDmxckKes@OGr41hjB#*gSO@#s_Y#NQK2PC)yy4=nGln@S7w5;E5<TSBmT*I(Su1CX
zV9A5xl9&HB1lGB0ShOW7YrmU(+Uk7BFUz)Gzn9Xo$C?Y6Yz%Xz$R6r%?LG7S&Y{ce
zrvIF?A@HtVU!wBr$mGPucX}BFc%%#O{=IXP!E2&yd#}-U5rG(mnAbO=+U44Nf0gXv
zk}mzzXO)xU$i>xCW06y`YMyan)fUZr2e!T3IJ<6DbwI~GnaW88(ydb&>W&_jYy19m
z^S#%t>T5baIGV&*88Kg3Cx81>j>fcus^xo<qTW^XG^MY|Hx{e9%YSA+huvgmoqMsR
z-@}ibx{_Ic@>co5vTWnKwoAW#GbyQ<6g1I2<im{wftLFXUoDJlzxjS!eSY<(j$cNJ
zPpkt1ckDbQx`OMx>W`D}gqbft?QKi{5z&(6r(+p+JMn1wnJ>wumSXSEDlgb{?uhNr
zn-P5{B~IHuzFofe`mxG0OSEh^PCdu?=D^>?OUF|~*8UFYhzr`lyQXf|eND&WT7#VR
z?Cb9IIX>BaT7qw*x}u7R#`B$1?p3eL$?bQL-+0lSqulnQ0uzfgqs4~w-3wlRun;-(
z&#Im0VeWzarh9p3|MqfEnSWodTCMl-+dDH~Xs_ol4$6Br*~{4W<A*sFeT*z>&rh14
zdArg7O^WT#XwEYE*G+p52uJ-hY5EqMGyf*D@6=<LwF|$UJNUWR?AesKO)H|F=+?LV
zcJW+sWAh^Z-G@EzXCAzAf>otVx!zr_NZ_-(tYh=*ws~4Bj=7d6%;EG7w3|A=&^@&y
zdU4IBEzQrh6P$y;|5NN*Dt6<idEvp0LRrt0a%9~ftX#ifds5)kBhKu*_r6Y;w^ty<
zvwf%Z#}hjhR6{O^fAHhEVtC`#nKONkZr4_H=@}KcKbffA@Z!W{Sy#3d*AfppwJUz|
zC^%s8YIAtXg52$lmVBlaVdtm2$Yt-kb9mzMeev@**0+V#c=0t9xqB^oar5_|DK1)T
zYAyF}<NVh%#bwdzsn$V4{L<&AANjR0-?{s1mDi&w7ZwExy=60BqOwb5$FxZv-{OCs
znsQ{8?vG8gC%wqNIo-f?mwx|pm2b5RrmuT(SakaYG1rM-XHQ-Hcvf_|w)=6}E4Rho
zt<DT|KQ(cJbo>H?+|MuAS~E|UTfJWx@h)r8^TTiNi|@~B__H=6uwPUCihq#doJ9-%
zUq00t<gzMuQVFYUfh~LQ)5{rwX`kYQ{pR^~ziR(zRQ}q(EZyeI{uy_7>Z$gely{sw
zVZHs$xw&?4)OUZ5pLTcV#Ani}<xv6u)OT;*_H)Dkin8>0>+)a!Qp&e!M*Wz4_vh1_
zbN^acd0v^NZtEu0T3@s!<wTS$TkXXNag)hkl>)yXVVh_t&-&bYVct*6V|vpA^m$`L
zpImM7=9(U6BRjuj+If3!;aah23tza@cCrN}X}&P$<302<pmjQTx7^NsTH1<|F5jw@
z_C_o|q3SN>vNQXReAg@Cs_RSUSEYN`YR~qTjIejR-hc6H;NtAPM(RoKyf+-oHrDm5
zlV9wu9G_4!*Npe|@fW{V_pIBM`{Vwh7qk3kFa6qjC!=}Z;oh*$@Bg*(Opa;%V=>>A
zFMO?r&s=Kb>N^>ErA4~6A2#p27<+#IKfb(@{cG0OtX%Uo;%)S{?9CHzohnkD6jZT#
zsr6wdt1a@*-=$hv?`5Rjx|gH5?NGoUdG}n+hHQpaMb}fs9bX1s-p6xUL0Td4<+**w
zt&_{Y`IbkYTM#5Da*cU`X+M`!ZPoAU^3|+mtFJ$Q8@Kk#<;Rh`U5>u%I2EnLe?M^Y
zdp-4ATef*$;ZU<SSRJZ&g{6E!rS{Y}M(cgKLLdIwtguNScY29}c3I<m1+KGm;ukEg
zoS)XRS6RVWBbY7i?tXRSMd34NtSORva`WNt=2JV*9XZGCBmHR2=|-{NKV3gKyF6rN
z+#7%XVrj<&p^IsEW!3#yS3Uf7ZBgRQ6U8sT-s#-ATR3M|+F#2n-NkQx-6rYH3I0%}
zwnV_^c4y_z6DG|Qe@sXane|sa?Zlg?JwN%2f{r?Iy?outqxWQ9(v!bOww-O4OtL&@
z>HF|+pzp0HwfuQY(+VG@%)9eo#^l<S0`W%~)*06*oqOt%cItPh%e+~RzA@@Yd8(x9
zCMMQDo0(<4>EBPg$L2G$G}cWkj6T&ZQtlnb@4EQRJo%*u*PUPFCGCFRYfbXwElbQQ
z+ozb@-P!TN@BONGLWMliD)~&z_szwxgm7}loxapr)w;;Y>*AG*1us6Xm%Kk$YpO_K
z?S2K-lJ*17+vSRxj(g5|=UjgFE4TA<?t*}yOB+@i&AM^T(`2S~+cVGD4^w)D-mKeV
z7cReA#CIy+nOSO4GMf$BTA5|tm)&-m@qTOh%f{tLPqEJ1b^80i1#%spGlG{MG)+=k
zJ9o+H)W&F+muKxn)+z;A2}K|8R0#Rgo^!WrXV;Zml07<`V)`$gX_nJi-F~s<+Q&K7
zcJD95g)GRcdB1quznY*sUu)uZ%x;zZ6m8Tx;L+N6+Au$&w=%phdg9OTXI8MDS$E2V
z@9yJ$Z0)If3=-_`GMK*Snte{tKARd^AkL;9Q~G|h>u2qYtXdnnRy~po`9A4ZV%wVS
zYo3_7=KlJ?_4C?_x|;%Lu4tz%6DnKrVWF6-U3aIjP!k^?dzf|k3+0yLZ|hFk<W^jq
zQ)?V3dAoDYnu<lfr#ow&TzGYS`OJ>UIm{YK(x$ro202V?WyIG_Dr4k6cxYil`K?8^
zOTXUH^!C^>BQ;2T>J;u<8tL_lS30L>%v^f;lR`H`_2=_vQ_tQ4trfgcKAHRX`4^q)
zK|ys@kGB5IWR`TFVx~X;g7Eo24%e$5J!RrD+UQUnb9%AuM~$;fem>`}esuA9U)rOs
z^D2_fl-|eA*}HXPt&{t0;gv~Qec4~abRrC%M!81^)f5*ze{ezRRAakj%(~JoXLTm1
z9n;P1^Wb=4e`(SV#;kvpg40+o)hD^%j`4qErs49|<<QKGv-7QPt$T6eWvH?>|FIbf
z*Pk&TWcGe@E!yhVt($p2(^Gf7=-YPbV)oKIHOo(4czS0s^GTgG6R%9;Hkn@<^`chj
z(UVwX`Fs0X7Ztk52iUw^zoKewjQOHBlezx$H%@+{5g4?7i@o3r$M3?uyNcgV-aX%D
z_neaHYwjq>t(!7=+Fkz{+t&ZpSYEQX;N8@sOQ9Lox{`1HZM5>@-z^uf_r1hEa9^5N
zT5iyztlb|Rf_7x(hZix{7k?M7KK=H<;;1XCR~-|q`k!6-^YESeVS_xoGwG)SL_W=o
z3++3tbWlBEV&}7tYT4&|I?X!W-+Et&y;OVeuvd|K@C+A^ptXy;-~4s>cFVc2e|hL;
zWre^geYVMmj~tE+5$9Xtbat<V;FhpIGcEO0if%ss-Vnz5!ByaE`pkx&r&njCNwr;Y
zWPDh9an8miPgS}ORwt?+x#hZNA4f^`*<DSd+<rfN`1BtIO!D8@A#~`RVUz4C_6?~5
zkL&ZEai3!iQ`LXbe}Zq{p`)FL(#57J<$3OW<Fuh}$>YxLOZcm5+b+A^|0%Qn{Mpp@
zx;=LPY+@o_2=B2ob=(~%uV?+GG;aQSZR;g_?CeDCpM0&{^5#N7`gQlZQ+a<<8e$L3
z=h-lyXM>G}y=1~$zDs|m-2HKq;WziGJf6p|ckf+Vtsfs==FEEMwExZCZ_D2tyWO8S
z>#kXiiR8<Do1`<sC;X~t|MYXuE>T74mxoKW%hss)+5XZEnv$a-q7>1&$7TMszA4p;
zq6vT6OH`b*<yJ1{Sz4|BDyIHxzRi{SB}>kGx(m&1n?1i|$%Zc0(5LFMFa4J&KRtQj
zPwGpLI}sn$WnVJC^oUsgS6x<<-}PY4qPP2*y5)AvFIlo}@4NPvg}*)Bz3d*G_jRAO
zD?Xp~vY)r{w!hA)Os5T5yWTw0U*y2)5xn5U3O)a24vNO-FQx}9sM>w#dhmh+Cw}X2
zO<Cvp>8)mf`_w1pJ-5;W7nEgvU(B(%@y}<G6#|~CnkN4+U|uEu_=g5_*4H0%o}Hht
z;Ca5H)c4FKPpjrn7QA=lVzXMo_2dg$#~C%5^lGDIx-Ad0ZoT%^@98=_^?w&O%B+2r
zcWA#>@p`@B_>IvM%j#m@PILQG6e#yXx_Um#O}Uv)QyrH?2#7A^Xma(e^%Lp!x%xxt
zveK)4v!q^q-{U2&niU*a>nC)+QR!9q?hTxEXPOQdUU~6^`SxVhE_uU}_Y><se{kXb
z#Fq5jcG0^P58?z$YyUYsDob2lVr_b2sbcnlsguQ%ciahFtiP+sqH)fhcfD~-ayR*H
z6kc%nb+S_Xf`ngdlk-+tiuugsl}qfiKGyTfP)+Qjkj?R<zf5wczRk_^Et;6o_N&g3
zJIy~@)b{0>##@}x<^k{DiLk2|z7s9nz;)$G=!;K{{Y%yFEncg&(&yd`jRURM|G(sV
z&iC}6OBdU#zO|oby<qB_zpy~>^=uwrTVMW*{)So=(uaM|bSgDXI36)sBkvviFPpAt
z>Cl5RPqhye-0pv1K5?nqiyZ&79j#|}C%4V^zaqWhnY8g8qwEY7{WD8WU9dY)aQo?I
z#-^+JVIOuI-I<WT?R3HH6>=_1j>&$wxsUnq*|Sa@JDxPju{+Lu#+^N<z3H?&kNNFx
z``Hh-ovy6bJIpKOxv%5lvB3ZOD+>K)R!w^NEb3Hj^<LffjkU7P5BJW0H(#fa@6@&H
z(=F8X9{Sn5==Pc;zq-VA>$#)xf9~^7vryN$_xGF7^V+BUA$Adu_AFoc`=08#*N2q<
z2Xua3+4@{^(jJ@ps;s-pY8O8Y<=Mi&>d*I$T!u?qWj^gta%Hu>5H~U8g-no&Xx{2_
zv3G}`n;*U;ru&(_wDU8wpW-Uc`f0%&=Vt3a5-Gd;+GOta0FU1$r%OElPdyet!EP7-
z(TTt9e@-=<xOCQmg}>uAo<309ueYM_h=ls*m^(pFj?2t!O3-pExD<ZfdHeIWRi;hv
zg)?46x@*S-FFW8PZfS3`-qJ?o?wQtX#sAY%s}|gxv;9N#dXa6u0aoT0`QsLL)^wj_
ze`3Hov2S_6olWe1`r0%4t)86}S@X&uw^CiC_xj^C;Y+!<I7eHXc}y0%ow38T!2V>S
zTAcL#Uv`X_^VhB49&z~A*T<2s3Lchl3D)?|(tm2QVV30S3!f6_XzRQ?d4Acqw|^d=
z`#AT_=ia}U+rP_PN;%=@wm;wZTiS=43twejN&CL});6|Z3O6S2<!qR>Cb1{&P_4H6
zjPrt}jvLR;3S^OSSIA)9(PU-fb9}|>#d54tmUoy{l?0ftW-bc(X53(>Cd|JvL|9<%
z&DHD=Vm}ueZr#59;{O*lBB?1kW^&T2W9l5)b9|(E4$d>=zI~u>MM~h&FC3qGoq1m<
zb!Qb+)oDH2w72<IikAB7sZ!diJ(7B%BC}V_*)A3)T*U0Naqj26!pcU|>-1v6wuNq-
zJNL)b6~Ui>tKQgls$_4{*X}ACMHREOau=1I9ZGLpKUTU<+2|Rw{_E6t(M84ED`&>Z
zf7z&dee(amG7kQJEv#yn8d*esRBK0t{#tV3=th>sPYc->^)F0YQ+&(yK+m6~$$h22
zy=E2g-u}(iR+<;FOsMGTKC>l3X~$)z&rHl+%(%<$g3G5F&N(-)tMzP;{NC2<vX#x~
z;xGL_OboXYX0N$4qn05$esT7aX&(}{8t{G$f8O!$XKU<Rh1F{w?QPZm!(1S-Yu9a6
z_2-Y+SA3b9aO+6}Qys&K?|JeIs^%OrN}2wJ@r~vOW`>Mr+iKR})|>1bZrt<`z2fdQ
z?I1tHNsF@PP9qn$Wg#J%=Q?&(Ih-_GlK=R@K6c@vlTjPnAB(m8=CSqi4wT*2`@WZR
zjrsd}moMca7o8^woY}ZD(8XKM!F^`Khty389ZIt%|EN45FK|)qi^(_TMfN(2j7=9c
zeiQH)y4W_OV_x+yh6yg5N>zTzCWU(ozSPNeW&F^JoyA!{wZks7xMjc8y6nzL%b&4y
zgshfcAkZ_Z^7rfBZVh3<L-!hwuRL{Asddt&waJ;@TU53?*PhDQ&K0p`(K0IwhYQF3
zJvqg@!*-@l{aqGP?jG?sXyW~V&^pEGUwR|#Y8UJd_gkpDQe}5_dq;Pai&HJnWv=i$
zKV3h`Z;fxf()Pph?mJn<hlRg4bTp=CKVjNG^=@D2+7E{gE&HN!|H60X_(v<sC99rU
zZ@a$5-txWMcY|WreJ|gOztuYxV!kBp!0VGr$K>`t-6?L9@#5P8C+@}t4}@3!kLXxn
zTK48fIsep_ONDuk*RN=@MhfdKm?r3MYgt&7%lky^W^>vSPM%ewTPC(!sn6VVwdIq{
zvHC?NI)Y(`&hBtH$+u`p#=H{@ro1b-%T<qBa_RRxo2bGWoOd|rOjh&9>VO$#>MNAI
z1po70&GGoD5uqBoETfafJn&uE^6i}&>Q)+^)&h|QTmHE$TT$`&`^1FWN8h`Pq@U`r
zu8VB$XIgT2)-&CfrM3D@trM3_`q0__wQNc_|7Qn_Y40cdJYFAM?m6XEy#0sSVHP%e
zGs8A?_>}Fv*>Q?}lb>T+mRZ20=E=c7y4{PvyX-0pvy|_PE4!N%Rc>yt_G{+fN<Ia(
z@11qax1HzGDEP%&TDmoFy{qHD31^c}*EBWEUKwe;y!qS$v3WvQ6mnC){Rvx;#ayOz
zTmBAP!_3mm{LGwJcaCXZ(}}(B6SC-VmSwP&R?F?Qd--V`&(GA>OkgwCQF~_TH)pDq
zCzFf#B&knp^u1<h-|o0${Wf0r%;jpfXS+B4v|I3bd$yCs1ly&nc|>A&-Yb2t{q)7-
zAO4lc4{3kZycYN`N7zY%_e03#&7H@TceT!bvE^i{SKzgGw}kAr)o<ZU<VY%i5+q>C
z-eqvBY|)aZ#j^y;?j^lB8yO$JefiSAnNB+r)eZN2TEcIt2wH!b;l%N6zq{``Q^h4b
zd#z^){5lk&dibm_N9teaQ(JjkR5P4zq;6hSWabw2`q|b0N7P!_Cd#iq=0E4+?F9;E
zAB3AVOh4#x8lH)s`QT${W9{zz?+4$`7H0`LH#^Iv;H2ZNkaJuttFvDyE3I8OO@^QK
z9M4+Kl~2@NLaucyT;Z&be9F?ItdS$TYEg|^aKbJ5>FH0dxMi%dJNQD+v`L`i<U`*#
z#s?ngp7`A<Ht+Q7^hGm!tJd^hap^4I{JZ~`nG$cxgR@f_%>xgA6g1=JV|M2KDC5<;
zPET1ldQHJ!{Swhw!H|%nPY&Hpwco0m#kXi(M1Xn9^`)m+C#^nSXqzzUrup<@<0@&9
zcirsI=BRv;X^j$hkMvveQMJ9QOq=WUt`}iO54e<e^X^{Cd-4JI_qj7C*0a2wXYCWd
zaKq74PktNbZ=7*F#-S|dJ-4;Gs#om|@1W!HpJ(s1*k^s>zD>~S4_iJ7x=wEh_?f~w
zbH^0tXqRp2T`p2uCw@)!ov*cq|7mN|ZW;Dn2FrhLXA+cBZ#qzV;AKi{_7(A&Nnt4y
zFO<f#gj-K-UbxF}j%jbeignX3GEF`Hec^(}hmGbAibhTUGB=msof6y{qgwlegG=s_
z=+U`{7VHxeiE*~nYI?PvBiJKjr45Hfh;38I-6^NO-T3;5b!K7tiQ5N~mb3Hh(bRQ_
zO#BKukwEjx9wyD-dMSRH7Kha0ce*5{9*^i<>cP9TN^k1nj<1V@YToE=Ub64^F8Rri
zxaSr&BsdkYF`hK3zj8q2=UW9%uMN+ZOurg(o@3qYOqOB;=~aC`o{{+qYqAuAQ&w*(
zVla7Yx%^Sl*)Fw^w+3%3_X>)qxc+97xhPXG`__;3O}iI49PHGe)8V@8!oxoi7a#by
zELr>2wr=s?OuzobTR$7U*$$*i%NC!1|IN~2bMmq@(Fsm@!HyAo=47r*o7$1(BO?1~
z*GY}dmH!`D>D#RMeroc|M{{b<|NhaV(6oa4ldwz1W$!8N)wlk!2>$DJY}vWDX6eV;
z!m{<(Zrj+bJzn>)Cn-@ub#k|e#>9)OBiSc$yJuaC%M9;YEEX!Su}kCnbp16hpo_$x
z?rZw<?z!6)(}|Cb{_Z+c*}>E!`7f>2f2D)FK*l8Rm!JN5bIqSMbx!f?yanNL`ZcRI
z+3fs~sdd?3KdfZtzsNPddMlRRSaZvpeJ1~u(|szt*Sw8Ar~2MI&^3I*e{;V-HxzGf
z+xD{X^yARr-Iaf?^1Yw4TE6?`W3gaH)*ruT`<TuYwO6~GKHKNm<zGgVGi$roo6nqf
zy?sV+`B(O>n{=d41<swSf9+Jj#$U=_Hz%$Cwbg6p`<L=B=6>l2D!XCr`8n*LwU^}6
ziBq3{^{bi{l$QTfKkU>r*1LY%zg*uw-;(Oh6fDBWtC~CGSNA*Nrb&O+MwZD>zp(aD
zoPexwYMIa~$=i~XpTG4KXwluqdsFQyOWxe9i1?qZduMx0I3=vU$}^{DqD|AonI_x1
z7M%Wa&Tn_bmjkJB>zMQw6gW=VuO@j{Ic1}F#f-%{J;{a@*R8BeqYs^2{JKZ^Y4{fL
zwX1#@8PBZGomskPap%<Q+>uqmky#5byjfv+hFK&)c=qoDM#2xy8GRNF{G9we_1g2J
z!ZFwVW73XCM5NukEgYR_n>@2|+r!gmw(wR+oD0@kRd(a>=`+7J?%B9kzH3o|;TI*X
zrH)n07a4@AE#aJ6(sSp1uv6-T`%W)2N((vrDmQN|TAusI>cgs=(S-&DXYC_4N>1Vr
zwPnA3Z}VD_?&5U{;Rhsd{NH%oqf}Yv`ZtXjq16}fyqc$_BKq!9t>yKI3F}s-YRg@B
z(N~=<ym8*Vc~`d2U2gj?#UbTQ{1isUO@Hm@FitF%ZSvV`&)ifjd+2ZopKCH(i{nG%
z)GuZlojuP}9lpH%lr0tJe(U_YpC4l<AANjooo3F{`%3-tdUNWJ<X+DB;(x<z;g%a)
zb1xUE&)b|U75SC(c3Ne`^f$Y&OV7O~74+8GbV<bQrc<S6)*Gb-wlQyg&^JBXaQpsO
zw>#L^-M(=|)oGc>>$5A`id;_?-0!Ru6N>U(S&}z@eq~C%{IVMl>IzO7UDjv6prIov
zBXL^wR+>sr#{2U;7pI8kYHnxuy8rXs$+MCRYUUl{I#GPZj^WOkpa`3HR%gDZafw+A
z_D<MvliBgbRNEjyzS8c3_zbBsj-TbbFWpfnH{mW(oEfe0EpJlv`{#a@2`-QGW9ReS
z_TkNp)|~S_JSldD<^Ikb%e$$|{grPw-&-mA<(khg^*!6}KH)x;&GdJ=+x0Wd1-iSg
zJ!h8hTF3ar_`#HCo)+J|O4f$ey_lBVZhvv>|EQ9+@6*5k>VF^m>-o#YasLlL_%K6V
z+DkcS_Lbad0n=E)()&^i1RplWT?lsA_d{Uo@4QnfU)L-&)Bn%LeL2*tP~Rc2D1+&0
znzQ@$!)-eAYorz^zU1d%&vQ<ge)!>MUFT=t-aUUl&9U^N?uAuH?bSp0#at~7%Pfj=
zSXTe9x>oF=v-)SLlgE;-B^R96FkTW2`(H9^Z-bV^7UzGLgn~*Q9|}2O{dHdAtr&&-
z{crx}ewp{__{n?qo1c9?to^I{#J%&^YyL5(yx;fD|ICb&LZAQWu5mi$>{g#r#uEQz
z_HKo1j`r?XE<f7!Mv)_;Up(|@*t~UHpSWvTP2c;%=*?{t!M&%P3^X{N+kROfQhjjS
zBK587mETnUi71_Ga;&L0CDY|_l1{{~e-h05HBDY_=#z+ez4XxO-|YeN$B&-)b|m&m
zQNYjB8@&FiOz$%AbXmW7gSOGOWVLT^c=Yx@Sg_Q^wyb8_?&67JGQIuz{+A5ut?sX0
zZ~SSmoX_*K{LQlRDFQAXE)sSV{Pf<i6i(Ed<<i)AX>wPiNYA4cLFZk?wruAOemc8r
zYH{D+e<odu_oGBt8O3Fa^G6t1c)Zk!_*5g7ogOyZ$gVhAa<Qx2{`R9r=c-qDPvor9
z$=mLfQ~lJlJbYfl|4+|nDadTpagWdrS!vW{lkI!{*>(P9+K0L=LJ}um*ucH**s3M#
z7qRp|m=J#0vhGq`kKL*5r4<vjCPm6TH1?jf+1v5*UeW1nk>)oY6(^s3FI4&X<@FD%
zp6j0XowTp_vDKG9+wOZAi(I)X(5C+N(Vpq@|4U~jx~Hw*Hp}x;n?SbU)5l!jDpX(V
zuFKvN5dFDg!79%8eFm;imt2#)x3?=%%CWs@;>%V1Hh)fdeXZo5+wym*%ElG5zL#kS
z3g~ZH)2Gp@R9nqaG{^1x+pvhKwHudz^3AN?EopX!asHH3i40rTu08scE2qe~wZVx!
z&-Kc;NL$1CDlgu#{=IS}KKPmoM?#Bp|AqxY+&fm>i&d@+Zn`Pt%M-e;d9l+DYgW6~
z_g9vzsA=mobotg*wI_MA@`M0C&o%S@$LwUzOq$_);<s+qfrzX7v-#)QS*m{fXES;C
z_k_TUPwb^Phlic;KQnJZwqf-}hnLT0{PkVe7<>Nf9Q*s*dv1Qul{xWg`jI!)mmVGI
zxSxH@M_qj3|3f95hn&`IjPagcpkq+<_hUvhZ<^1xGX4ACR<J&LzSR5A!8SoQ&N#)K
z^oDzL^%#%d<G-wWE&l)9Ho*-+_Q$&C+>U>|<5_Sm@5<%k)9$ZbBA3rl-Fl^%<F5BB
z!HJWf_0Dj16SaDvk?v?F?;do%Z0G7F^9mO+S8v;}Cw+>()0L98B?S-cJa=b)KHt5f
zV&~!eHx<7MG`ml(s(H;@wdL^Z!>t+0T#T)mLH@VZLO#{VI0gA1_iAp4lJ<C-{9j{b
z`ahANerZYO+p?AppM7~2Ge1|klQ<#y{zqo66}eY;YFAxb@Z?{H(}ZQ8cl3npdeBjQ
zNT(+GIM<G2QEzpYn#`4*?p6>#;a^>tU+?W0sonp&-QO&b{ww~Po%i&W>sxj{pKxts
z@QoI$Lr)%Y@cj<vYTS8OdaH7!LahJ&NSno=(|W&4DV=`$yZmta@!(xKE%yce3pI{U
znS4X=Q>V_%CG+I3UV6FA_C?XVDf3sqP&!!rFMmt=gh|fUHG;mSddhAE9o5=7%el9f
z@@L<E9WdiYfr2fs6SGea*RID;#rCa#rM68tLh5Aj#pAy;m+NR>Y>ak!7Jjj1DeKz4
z)_I<WvsPWR)H;6t+{O3rZy!I9IAiV!;lHOIu2QW3^Fa8cfX|1%p2}*g_Iv)${`_69
z9{zH(JKDIIWA)6yE4Nu#y8Ki3c`aR%7NU4~r&{!~HCukyx_8};n=`{wY2C~1lW(x!
z+#0#VS)8v}LF`79a9qb%rKQj3>gU{x*!eu{d|KKP(|GqPtDUKT3e=D8=`Z4pTv6S-
zY~EDy+{sJJ*G_&^r5v~|?#TJcA7*E{a8GfKUEdwR@i%=-!NeFwQ;%gypF73Va+YSy
zJX^nE>Y}TXH(Y0JzZ0$fCSl&vT}RBD)^)DSF03z`TzfrAGpgL;^tr7iAHV*ZFzMZC
zpRGY}rvI_LRxi6fsAbY=%Zrk(n=<Zd&QjcFz^Z<y_~uF-DMK+wlbs&NHMJ#-Y*H><
zIkZ#q>V&<)7Uqjx%fhcDt~~S5X+?6Zy1`i%%ZVC2G5=Lom`m(6aDVsh%!MBX0^jG(
zw6A4(JFmJ}+U?a&jcCnh&;B_o{=5^`<(yqIaeG)-|IQ@izrI`5RO<Z$X779#`LKJ6
zK;Pj_@A7_}Z(484U3OgWa$D2Yn4h}~UcP_LR`dQ__3L%_X0^F1)-L^+^qo!kD6@0w
zvZO~AVR}E_{ACqc!*}oXpCS(4m%i`kF1x#BYQN;~r;0{D4od!6{N~0H55F+BYi+#~
zm)*Ivra1YXOZ>W$xhmlnHQLksm!EtqapN4H+iWR5HrHLLepg;wA6)lX?Hbd^RX3MS
z?=C$r&$sxwq7eU6Lw2Fp4J|xe_g3Y9dU-_ktWw{^YxjPx)4ccne$dx={jc*g7VW$D
zcGk0abJl;+rh)qdKc8=%wy#k5>zbdl>wbPW3H+~hHeTaP)MxRmeZBA4P3nV%zjd3K
z{IBs9E?xWcze!-fea(K!YqGyDx%~BQDt&u-)(Y+w9AY^I_Y<ZhC20irN}VjWX=j?%
z&UvhobD8YXUQPz}dyB3u|L&2HbtGp}x$F6^$d;L<C%hxhOYU@t<T+Lv%<}f<f$G~I
zI~4-ozC19OEn>ET!zUM)Q-^Aei;hIu=Q}O4w_Woj{dHi#$0pb0?6uEbI+Qi$dUs~I
z2h6BEV0CuV%-6Hq8m4ZU=YP{muTyB_lki(N?_{u<8QR?3_VVkK=GF}veADXMqGGL|
zeBQq|>At<*Gp$H(r%h8_Vk~`aR@v@UQJD2${hFkmy6mM<TpX;S)6IEJzsSqJIQf0@
zd5MfP`}aIs=I!I>`SS6dAe$BYJG<ls$K^UB?3w>oGTX+py#EsVd*WNU`8(zBZg91&
zx6k@q{O-NG%fspl`%_c)%>J(YkguvH%y;p`N&lSe{k_{$m(*<Mcpv}v`Oj^Fao;`{
zw0v)_n<uTjNB;X~8?lFfC)drBj<G)**YaJ^zQ5zcy*JM*RSx}L{>R3@??aaT`Rgtf
z&kt^$aol4=Qg2J{9bL~~Q?I%f%@UcLExzsB&jh8NT$utpN+qsNcxn3ZPEXbejq_cN
z(Jhm98<(Au4h=Eew#_!Q!llOIN}<@tYwlZvKk{x8$p5yZh|M=ws$F2AnaJw+$YX+E
z54}j0=hZ1om_GZnal2K?0+#cYFFjubgzCv`cVBUIqtV7Ur5Xxz?r&6k#kFbC46Wq(
zQzJgbn|PegxAb4VbW%;?sxGrn9B(%X&$@6$nO%KGSEoub+ruAczPu4F@82zab2;1D
z8|j=c&MwnSy(=Jae}d$bLtEy2xbN_u+u{wwM{6z7`Z=Ha=cOCV^Y=dAoYp=~t6^ug
z{D1EK%H~H|CQt6Yz~?7&dhJ=IP>Y(2pLL(a2gbEt^V^&KJ=W@et?q&UAKuO0yx;5m
z-99f553#QWTxz9NpBgsnJ7r2YtxuY?$I$89Aw#xTI?twV5*F1y!I{c=wN7hKhil8G
zb&_&1Hjf3ToLl<PvZ<-aqA1ZrQ2vtZft@-G8JgOkE_T}biFHUFTbp%vaz*p=>9;$~
znDf=Lp6b2TYudSW`Ie_muM(2hdk5LKUC>G5P}7y(xtk*|vmioGAVG=G-fF@e^-nK&
zwru}7?bwnRn>X99at~$Py!3F##Fu}k=0rR&a67aAaeT|c!`eHp+5Y^Oc5kNPOXG$g
zbw<Va4xO2qB^)C3Wx43mD+Zdz#W@A%m}bP9=zc7?^<mMox2MlvvpTOHzWSi>&a*N{
zR-YC7ni*#4Q^2>Nc6#)J5=ZL^ceZdO%CbgtOmiz+u)3jW##*;8-lAp2@!@rv&lDA(
zZgk_dK5oKidx`fNvqhTGHr@Hv{cGl{Wha~I?0@#IWY+HE+7~bT>{9+*Z+~`w%@UoL
zb%qTk>mE$r!MxzHsMdv|V8ez4x5LLGN}m1yWt{ep+aTp;f8<7v8=CUsq8n%YeBXDd
z-RQr4#EyW}f5p5Hv}gWT54qE)C7$Q>@Mi3<%Dr=(=ii?4Yya8Z?ZN*o<E%GbU+A$*
zFs<j;$*n>yJOBTCkSo>uL9gYm=9XvIO>N?<&hOJ&@%F>7?4PT<CaiSczm8*OgyQSn
z@#`J0&5Zo=JZr+!g0MA?W!|5!UdWYv)e%_PFgtrfug(h>&bx+nlg|9mlX1Mgm3jXb
zwwVnF=GVlm@o`Wzn6Lb!|GL8LgLSnL%OlMSqQe#`1*%Vey;SIudT*?QugV3DFqi4-
z?w)mzW_{n*l%1=lGxdgq$3%zeXPo?}cr6azd3D0s%U#@GEoN`)O=`+|FLgBPaom%n
z>SvwaTUvG15A1yz_|AM+)4eWJiON>zkDj)d&+ImCI?s`~>NbmMolT(b6l;-!i@L3Q
zUa@nuPvla3Yx?P6gN>-WW`yc7QTL~lv~QTXn|_*ktHss*#ev*Y+}Gw6oz&SquTxC)
z={&95uN7Qkud*i2&y_8hT)v}Js%rZ>u626XLzkCWemih?WryzT@;wp#e^)D&WyyaL
z5mPJZWXQSDn^MG>8@X$TL|B5^an91HgJuOcRQ8=c#b}mjAV1f6uZ6gha^&}>nMyIr
zb8fLTp8IpDLdoUGnb~RYrrE_VY<%`%L+fq1j66qYs}KBX0jVM!`|DK85>@|Mo7?9q
z>^%GI#{<a=Vn?Iz3o?faWNbbdIW6{xx_rYk$8EQQmhF0)6)a({Ga=D)t&0nL{g*eZ
zW|{}Mm38{%ZhBF;^~t6iu4&6x7uhO>3BR_;-0yfcKggwe#S5Mf9TH+c%Ni?$oSY6?
z->^A(`R}hQ4-(k9Kh5~Y^VC?gscc%Pk^L8s#ojt>?VXzgTpISP96vts<*Jj8T^a4y
zOd9MG+$XGZXusdTL)C$eb4ibma`zLyu)=t^i;I0q6h!uYf3s@&!=gtYI6rQmot(>k
zSL?T7s<p0K>IRKwj~VBMMCEq(nFPGr`Rn^R){{FqO!AE8+&!+@P&oNxX5Q?H9i<c8
zE+3iYVrrYp7+0qE_(R>RDcc-4KHN0Rna|B^IMb}8V~65Nl_1dqlXvepR=K6Uofp63
ziG+_}aAL7?x5&PeI*Xh&R+PIJ$_ZY~RO)qUF`OsX^zv4z!msOJ<F>o3?*FOHGO_4^
zkO3R-B%RlvrE4O$*!C5co4m3Tw7EGk#<}3!m1TyJItPL_{cIH3xaRd{{qlCM#`yf&
zN%!@&QVpN0AM|T{*8cKgWUM%=(YLOc9OrX8_v{nzzhot{ME*|`+fNRWh%I|%XN0FF
zuDj=V!pF$}GspeCS~f=?9Y5(WQ7Q62*YDqBH)VUjfBR3K{4d$-W~Cqc^;vaQ#`PS}
z_u8Axw&z+HSSA?mJTrImE`?dw-RqZ|J-hN!amHTBA8hj%f1kgILn&Zgby0`b^;0{g
z#UzU?w>!5oD_686n#@=qma=@yyzdVVZT)p|;tb#E(n+6RG{jB6{yw5}_9ua^cZQN&
zYk41C@ZHvRYgg*>blq)xzIHy|oG9eC_|ir<#aIa?@yGYh?p`gP|KU>4)>;EYPoLOJ
zdH+`FIlSJTD84{6D@lBT=-0}?$c;U*4KlW=tnbg4GD>Y$={5cN_xC^XT?|i;%zb~E
zb;avvr>kDxFTb+=`J2~^V;nTxxXMFr_`F-X@~)%7v%_f$F<GAC?$yB)-Fa7@RP11C
zoE)im<3c|F<4X+DQ6(pxLl0DZ`O9`U^WB3j?aJmBPRiEDxLC|Jrgb?o-OqA)T<~VI
zLAquObE|FJ8|UOBNhK443Y0BWt_wM>3T<)NxU|(#L@QI_?Opk0=|PU?FaB0w=wBlH
zE?OeEko9uW-I~Q}(=B#gySXD-o<*S|iBGpUMKX+Wopp5Zws)I$&#q1WzKY-Zdv;~8
z{Ic{H-`u}sw!0W?+;D&SojZ5hFBbWj&1*6D6@4?Ycb57MCz-qXUd^*ZZhzWoYT-4l
z<`-ktDeezhi_^A?w)_>4nOyMVv$W}U&RusRXUG>{E7<aSXThgz%XfEWb|hC8Yx!qg
zIg|Zmm1fD_z|Hkn_ze!1E>07ic#TipD7i2#E%DBu&x@>oO=$j~+&in&N#6O!jpED`
zyDKWw7C+0Y2z_?XDCl_l1clA|;(K}8&z$K0l2xOUoV=>!{<hZNlh)Ssg_%}nHZ8rI
zTB{}XbdgWc#lQQQqKnQI2$m>sJ@Kih$Z$<y$YQlByC=+-n0B41{d8(hp=-y#twP*$
ztQpyRs-7QXH4PGFtWjZcePC*l=+WbHeowv7mp+ZOB+<OBP5(IUr@WL8-+fDa`(y)I
zFReX>lT%lGQ+k<LsnYGHF~K$MqJeQ>j(_>d{Z=-Ct$%h%Y5YCWbbIc?XY=RoTCl{2
z&Ajkv;kz5m&VKCsAFv4XUG5bt-@2ttWA|EhL&N1B;Onrx%9OU19SG?ZT@l=H(lh34
z_LPlhHeG)^jiYk=iq-cPR$G7R+QpTAf7QCQG`Ag}MN6l4ZErEXTV(Ql;~J|)$4Vzz
z6)b*!@AxauS6Y?5-4D9m8TDq=tSEdo?fLmD7B{;N<z}9=_GzB@Z_%w4HldGY_P+R&
zKH*@tnGEX{1=p#MOOK~~sE_++Z*cydDwgBUO%#Yc?%dGC!h#FsxbwZI`<~dG(b=(n
z`G+b7)0F6GZ;xB7u593+@mYTpzrp8!-78mZIjPWGw(N6I=-s({U%E_LzscpJkjm}&
zrBA-s`@X94z5IOrx9fN2F8mj6_kZK>uRrab&erFDiVkdjBGR(!!JT*E^X@c$V)^9r
zKEQnK^RoTNo-%%3|L@Q1FKXh`l^IvwR8GFSnp30v?X~OYUN3FS60G5|IK#hikMO;T
zjt;v@4R-BO$X%|^_x%3P@N=iDxxd*-q}rBGYSc;P{<UY`qSFFX<8w>zFa5LX(@M6=
z&QICXn5S=-OVK;|o9DIktj^#{D@_$)_Jw*D;rCJ^+@srE^R$JZ{5_LcdwkD60fpdg
z9DLRdr&CwgeSGTPn|9*I>RpGIl~z1G$dH*@Ajy(ac|7y4;)&;-ax5u35ACQcm6=mG
z*UgC8eb&;_xgRWMK0W$y!zA;Ghvb9Wq6B`*6cx_AJzssD6Jy-U_+>NiI4b^jt+JPY
zD);`vr{jz&3H-)&m0GTaTX|jw&2uU=KY1xa%*^Y2-CS$c&$UmxHME$Qd_TLv>+3$F
zyj@<YX)m5mn%86Q_bK&3K+UW-sa`@eE9`35yqg%ZW%UWe8Rz;r+PvQ-J-__**U}HR
z-Z%fe{`n=Z$oY?*&*u5IX)i(!y*!t~7rQZm-T2Ve1G011DKEZ%-Nxq7-6!%P>HJBe
z?dwVpJz!yOYTm)#JC$8{f9C5l|60A6jlWVV5<X66&fsYae9qx8S6o@+%m3$Z|5yHw
z&;S4a_p8&-+fRLQ{&yv8;wESNx#G7j{Q3S{H-G-0|9{^<Sik>a>DSvQl3)JGE`2`h
zYpJ#9f?byVuXk#3W_+6KFPFLV<&)P5w`2Ej?J(LM7oZ&28L3|GfAn1Zs<nLk7<fOu
z==hd5y+^S&&!u$kwo++f$1HhimW@uIEK5wqca-XuBz(C0%%Rz-<b(W<6V@+#xivU<
zDIZ$+tM$ub_V~AtOMb{qmbaN>UAbw3u&!&{HlJ^yPxDp?%SKH|w(O7p-NE{@bmNip
z?E*a^8)l@Q3E(=P7j3S*l$}ZBM4Ly$YnB7StE#;>iwKIk7P23jDY{^}xiZ_d%jFkt
zu75f?)MeG1oYyRuJlFhgocUgB;+G4KPo}=(ZF;!Jxun)CkoBWtig4pgzBHMY9vWv$
z%Y$sg@3U?HJTv{kn|0~uav$2J@Bi{-dS%8=fpvkE53l*w%4o+qEdO3Q`@-T4HT&-8
ze_;H$*i9<^b*Sd*Ig5e}C%JJq-F#EFh;Q;M>73}aRI%FAUk@xg9lx~T{hCXkckWTR
z$fJJv@Tx1X1P(HLJu95k9Q$no$J~4J8|L5tU)yzI<J{*P_r|w$?Pp6}%;hw(cXRm8
zyKneR7TIb{TYcL}<o)cgcM_EC_vXI%x<uclsx`d!#B}D#%&w1HUMGApn4y!AdP(WC
zvDZ<9d2JbU{~W!rX|2)M=MKKc1?r2#9TZ~%M3*V1nQUM%yKy5o$!$ls$*-CvhZO2M
zoDMgvuB=T`4*5Fyg?`M^l1tmF*0xVdU^&wxbZFJH)vc>f*}fIaQ$O|Tq02$%$k}_-
zI3{ciak1ptrfzg;ZlU(=%T)_(9KEf7oYi^~BEQ1PE`s;Xp997zYP_o&m-wie@N)MR
zpEh&TmJ0ZIJ|OWB>kG~;hq;Q1_LjGH?zD?^ozHPdqvk7<>StHwGZo@t6&!Q4I@ao&
zIH)LH3im79IO+c1u+ph_W1D8$as`BjdoH{k6kc7gpy6fQsk>PHu-EmUThx`-O=Ewu
zVE54_IhFSH4ZBYH^&fD|Vy$=(`A4g__#59;5tnaojy113qEPK2&U5sy)bl^tGWSH!
zJrtBu@Ac!D>X6m6B~16rZPDP`XO;%(623NHnNQ5!&GSH$t<YIuslf+ci{@DIHoXOn
zKIV%x*~%seubx;~vGrg_;?vr_Cvxmlmdx)-TjF-Wx#b?OS3u!(>!ii6k59Gz{QcUy
zRn^sMU&}ZAE5BuW_T4S3%B2^cH?LE+`e4)$>$gxaZc<tGUYUJdd%pxOG`*g_>)(GR
z)55(Edb1YQ?U_F7#gwh{7pk$vo!uYnE3?<?EB}hl7y7$AeU~^|YZUJO^Y7&S(!-Ti
zK{@IAcRnw;!MFJ3{NA@Nm){;gTDGaV??{=4eYICk`WK;}4ms{~(#?;St()F-U-I_L
zYwg!(TC%v^=<j}O<KDuj<<uU(vwr)Q<+EKgGHfRulU#f~>Dr7A{-r<X+&L2-=$&|$
z_soid8vlTxY31%($C*q|tmQo9q$qO!*}mIW1&?F4`T2h^Fsk({5a&_Kb@pS?_ug*s
za;<^wx(8Lv%M2o)GiN*at&Y3L_w=t)F8A*|pDRAgborR(#QsUr)|tYccUm#FiofY>
z!$s~1Kac3vCPl1hlAXk#Yj=NjbxW7(C&dj;r7L?IXNhR+GdSOQ^VM6P*379(ev~9<
z3A{EIOI&ENqETBk@X_YGM{a5<l>JzrX3|uvyXBGCOHt!YX35i!{&US`R9<kp{C{u0
z#Lq{M0#+vq2yHYty0ElMH`?6I#`B7!!B4~QWwWc^%~&I|=hnruyK~RK53&<~e!O&d
z(fZjjDYrP?m>ep4HvVE4p1inJ&$Hyw!Nhqhxt}O~d2sff<_s4et#xdx6ZyP_`ZQkI
z?Pe?Y=3R4o_Ja@su}@aQAD9=-(&Bf2Q{HkV`D#(0j|0yEhhD$i3K_x~(;N5y{T$PE
zcaG1ZLkkvcvUS?9{+%7e*L%;5oq5@XL^O`fzdzlE*TRgc^q;L=`z$8`#&*%^7R!Pz
zq_w7T89uz2k?tC}PRCe4z~*B5*20#C_r0@u*H}k(<~&Qa{5V15)jjdgKl0qKxOXgy
zUAbAibI+Z`g_{*Svp!DeQW3P^>-So8aPOtJlQcXmehPUmnf)o;TWQHM{_yVQ_cFgu
zR~1~iuwYTlTDH#tj&EX==WJ6EH2iBQ&!8$O*k0eI!sRq|!?FnGia9D$Q>+c{zrLt(
zZxws#_O&drkN65A!sOzw>poX?wJIy{uiNHxPxD`4NzL!?`ClE`<o4f47J0fcw)N(U
zyZ0X&-fCXtv#w#r9(LKU5}X#5kDpCC&T-**MbEU~d_I}A+m5eT)BodmMb8ZFFAV*G
z_t)CXE7b4(u`BrBri7`-|0h4mk5u|7?^gf!>c0Ha<oeq`(!QBIT;W&Aon>%&QtOVy
zu8d_x-NOFYJLJ4Bo)b}Ni71rexHCaNRpQN2?JW#beI_JM;jpS)*_iX^qUNl$g=`zY
zD8wK3kXf<HDJnl<((DAG1xpSnZ+_r(MDa#OQCYw(4`sL0yFTAP&2r4aN&G_Yb!X>w
z;hbUiizOc1Z9Dfo=ufS@){hHT##bw)KWb`BKVGw1WXacM3Q3tJRm|UI<#)|>&25^t
ztEo$h=~d{vxsA!^T%&V;UUAIqNxJ(vwvheMxt(!*TsICZnv}@3=UHpg^`jO`(%BDr
z$<3MB&#kqJ^U2rceVe6vrk<GES*DnNhCS_WncSJ@JG;c}u3IOb)!KL8E9JZH^XA7t
znw*cMCo<_T<z2Gmj$HV3hsNtEZ+_hAySX-^LV1O5VaE4$r&rWQ_&@&nb$4`me!k}B
zol*t&q?a5yB$=zKk<Kppa>j%|J*EpvrYoNJcB#$Kk@S4wkf_^k^w!}--l8QZ8#eWA
zH_e>#tH&!+tEOO5QNV$75(%jX(@soX{H5#QhnB^{ynOsFEeSh2Hg!qv-&!22Fx}#X
z_r^pyjb$-H>pNcFb)SCrM*Y3LZ|(1%zUyvQv@iIj?U%zxSoI^6H%tFJCbXKlf9|<O
z7vCOu9$Q<q&m`1%!t5op3^HzUXlJjhQoS_cxstH-k0Tb>k2|;;ulfJ=9rJUa8B3jJ
zGF<cFxOeVFZ-~gDU9m}<-tuj$t(tPyX-1&0*%hNcpXmkL5)as&n7(7m=L<hMqZ-dG
zXqQw@pR3{MX!2tMtH~XYuV(6nYu7i})!WV0=yhG~7^uO&_hIL0>rLj5>zHe*?ms$K
zIqz6_QPe`_lk3j^7FqhG=gF3*=~b%BUmEY7beX5jyGZKJowVhGRq<s~dlPrrTd$pc
z?pwue+jec1avO;S`zL9AdBad!*#CbK*I%1e7d|t8`7aRq;uOQ*$19ya|5z=(bj}s+
z?9**_tEx|bIdyB(4ejjHvOiAUYMT1fKPC5Tr0<1E@4Fa_1MghE?eOs9DNO;<RWnw4
zb-gf>np!%6%P#3|I{UZXd=EZG$t^wLbp51lLqVk7q8)ZyzBJg$TJ7A@wdciq<sEyc
zsRyi>rS(bM>ecB|Cf)T5`L+wnoYjhS6Wzqob!|!3ofEgbIZ^}I*bHTtos{L+%XQ5<
zBzXFa7{=w>&nWucab!MrOjWXF-(%K)f7?u1#5Zi<-oIh-{)2rYMN=CmzhUmW@Z9Is
zo;}Vx6{^ISiYyduWDi>TX~7xGtm<7y41{)^=~_^>;BsE;TI;GzQJ&As?*s~}e}1-|
zap}>6MPg2`KlCriS<PPX#Exq*-~L^arH-0f;f{(1>!)X@?hOC&=IZ(%OmSE0wq_R<
zUI_en``fC6(|(&ooLl56Q^$8g&aG5yj)?e_{}N8NNes4&N*B*Am8dpoKO!eL=i;qE
zc7g0Ur&n(}w8^qy{(UvW#jn0g?{KYN&e@RneyXEM@r`+0H-wH_DP|Ws>**UdT-to*
z#=&dhXD3?=a0vclW#4{B>WpJZ_x8o-j5~!L&1AM2*zK*qU-Nm@iv7>{AC*>b4-&f8
zypXZ$u$e@>XnW73a2K}8MGbAnayz=d2sque|4=I$bx(KN!H8RBvc4KGm5YNFMXNf_
z)%EdsX$8tIpZ#Mdd)j=SC*H<U!cpOS&1Zd+QSE(OZm_P3wN0S)``R{^hD1w)PY0WX
z;xGJis;IOG-f6k4;BCUWZDN8~eytZ3Ic)Uq@gW@_vk<eU9=C;78!~o(|CqJ((xdZQ
zQDyzkt?MQ=b=^I;xM)wB<U)_=%Br)Q_T4`0bJi%<z}Pl8=J**Ef0w%X76SJxKTcyh
zbUL!KGi%!0U$qb3tpD(PPu8@x{9F8I?ugjDX3h8OdmqePH@p3+PO{Q%<{0zZ?!q1U
zZ`>b;K0UGWuj`>%d+uvK(7ONfUmu65{dVQEd2ihw|F5g-e4lN7sb;>6$ie!_|9?*t
zx^HbOuveyL!vEi|`b^f^e|Z1e<8r-<UG1HPHP04&d%x_N$(^jMUlT3%y2flg?U5{W
z;K_zgIgJPHP9g5gzJFq#!8uR7|J;m4De?!>(ls~dI9%=!R<LXieB=COJCjC9!pHE6
z_sZuaC)`Zxa@6wF?eV;JEcMA{)d;ov2wk~}^1oaq?zonG4SUPFw`Rx0OTXNWOr>7z
zUTuAqBR5jD#Zk5M!?FqmNmkQS`fLR|vzPvBHT4o$7gC=cqIbmTnDRztgEXbfn}RBN
zKBW3I){7Sf3r=}2<e)0Cje%FO=>OvVawUufCr>U)l?%EsVb{|ojS~#qSM4u6Vz61S
zu(378*fH&zP;-Qz{0ygsuMH9spPYFvC-m)UZ52<@)9?LHZX3<|_bW|+amKpmxBKqN
zW&hi3mc6FIermpV-0x?ve{7qg{mHZ@I(FZ*Jn5bD-YvP!W_S1Nz4+VQN)^u+D`i*A
zH<K57y-~^g+nysI*OthCw?E<cis|*ERc=C!6E^srI4vt&9W`-=<>reqwKojon$BeF
z2Yj<u3tAQU`F>gck?`X#?8jt<H9gI1Q;)kC-3bohJvgs!WpdKTWt%=vN%>h2f6=h;
z=T}}?;opge`a0M5ZLI#(KRr68VcXZBlUAnne#dXDwcFJE{nwwRpZs}tcz=3-)$rTO
zPw%t-{`mN5{l4>e%NLs4svLEE61AYn_tUn*t0jS%r5^I}rnO&|E#0~O(D@a!*5&lf
z`FlBT&8$8reRd;Zw`SX^g)%!WUhHAAnQZSWdURcX<bzqeLrmv32OqSk3jLKBdO7p7
z_w3Nioi@{(j?Q_ve%8I~j#-{}&IaG!_GIF6H@?2K=H+F)f7dw9Gn82ovzftZzv|m8
zj<wA!DmPiPbgujGUHPC|sG;lc8~E{URxLwkZpwQpgY!H#TT40EdZ)bL3Rjd6+03;k
zV1>M*zwdLc4_CVCkMMqqidf&cN1XF;(Xn)oqxybkU29jp4~<CPnYL-|mw(xcErzS^
z)xQ+TQvTZeIAM8mciEIAPyJJ+`<jc+ZsYu)QKoVI-|7F!Q?lcK>DKB$trB{3&%z@3
zqhfvig*Wq$Ts(5*p`C1l;S$#eji*&sKB)OVA#l+ICrJmPAQ|g@`K+H`a-Eoa`=jw|
zlL)b>tzKvE>|{>mdij(=Dxm&dMZ&b%J#UUlImhN)*>dugT;#rh{GdxW!n%!EsyTeR
z!`X~yFvO&D>d1ZN_lUfFFnaOX`ehLg0sp5cY>8T*9oHt}n4&7sHKBvG>CR4B`voD1
zVX2YNy&pyhhSg8gnt4Pn%fO6JbZe>hy>(kJ+^7=Rdpj)X!hgn}mv7w6IM3F<_`Id{
zml<IJw~Z_R-aVuDIQCJ$_xjBXbv&{|f){T6al>9mX8+ZNT5MJs=fpe%4xNw4x_Vyc
zhDxcA?US-#-v4ook{g3GcEx+hJ2+~5P6(MC=@MCb*zC~iQ`~)1j%$7jp1`=rkB4uS
zagGx2hdQ>Ui#Qe^TOZfMe@Y`<tJZ$iidUOlFYJ&kUE29Vyu8V#m@zT-`a$vD)wBOR
z=cq98IoI?@rSdqdW4n;wx|6n%3mz@ED4S6fFxkLE#Ap-KTH#II6JAPb%<oubDB<vk
zgQZ__v8K)x8RHyv{r^rLdm@dk=CGv;s@&@ozRqn}#lC9YC5eTn9Qa=!dENZGFGjkE
zzvy|;+xfOD9L+v)SidmY`TNurS?6E>IEvH1MaykA=3jNY^v{=9btQI^_w;{%Ty3{>
zv*UUHn$8Xt<4ftMZFX&Dlx~=<UtdtMJT>@*UHRwTQtlzE{#R68zN3A!#?CR{e*OZs
z)PU6{1(T&LO(z5vRUOt63K0rcFTXmMK}>YPtz4F}Ndi+Y34VOE_Ok1VBgfsoed?XF
zAS=gq#o>huO&d?JM{ev>zx>Ew`fr9)Q}l$k7tS_mvaL%?!ZbMrShhBVnBHHs)9>`P
zd$nDYs!uh<ceHAYq<(sHeIwTbi^=UC9h#f9X5N`wZFp1jVxICl*~lGg5evH<zpc-0
zc69Vx)LFfLciM!D$vK}}x@7{_Oqlz3qkzxKIi`7^9R=g`@*kZPztBBHYr}_45u28;
zui2GkdE>xkfs`(mtae``*BPFR99_j9-#8Yr=g0lPz}ISWOD)9wZJJZQ9JCPg-xDI-
z{hqlzsH<~j)p_oet9Lj2HBGr1wr%&{n029CHg?ms*Q7rC`KtW7^qj5ncmFOj6PV6e
z8Z_r!ppA@ji@lnd|GQTPV)CH{6(Krx=7E>`j@8PZk(cWZ*WBRqY5(SCOUtiHvkqR|
zT4}b}F37sANZj9G&CV71;w_I1JNvdYZb&&}mBa4z@pSqfuA}T<6Xk@vzVACK?esBP
zHMz{`W09rIzEgbKCDZQ+bjgPaij_$0R2Av}E2rP~NLBq~d&{F*4#UFRtDi)roqSsq
zckk(mS-GEoN4-8D_x-ndh*5}>-aGN!6;oV(F3(wUahha$-hJ1+*LSY%+_~_bh?=EK
z-tH|6-JY0TdO3T&%Jz%T^Y|v-X3H0nxf5{PjQjJytrqd!pSN1nUwO3Vb@JWa7L43M
z>zG&Y*GyNm^xP`8|ChcsPqQf7_teS%tWNkm>7MUh-#axwH-#-d_5q8janEI+B%N6c
zB*XSjapqWH7E=ASv8J%~itujr$hL!~LE0MKPeSkMtao2&shJUxlqy%o-Q$(zx{qOt
z#)Fwmk5Bx_T7GE1kBPJYr5_xNW(CWc9y|O`+4=Z(^TrEr<|`b1TIgo4|CW!fbh~g%
zeRRczSLIg|4s$I2sj0K$T3A!n_I>A{PZHo%{vu~JU)xD#!>Mb(`IcnQ`MW1b!QGoz
zZ@B{R0riDa@l_Fu6aH*^R-5>9qSvIvM_J1wBr@Ld6f(u<Jjin_yv~|`Nal9!`Iotw
zKDpM(2Y&mdPO^BsJ>(uo+4Aa5w#~L@YPMx-<>%x^Y}su1)hai&D=xM&d2hgtmwd19
zybWKuJ7kWw?Yhgc;yv$=CbX$Z%dOnwD06!6k7E-P+&DwtE<V`Py{fG3#QjaOF&AI1
z`z&?0>?Lp2nf;3|-~HXZvVPU?KU%Th=gxg+Hu0E2(GH7${BKL9UyZDFUTi&o>7;de
zCG3B0FE`zFnUSw+-@JQHqMxR@m47k$wvp4-Hh6(|?>i>F?{9nG9jIMAVb(=QEu*L`
zBh&EDJmx>{x|Iusyqv>#Ats~bxpdae)aTPfTzYpKf4Eb2`R5|}*jdl2e>N@ja>(jj
zDSD4hv&}Jc$CHS_iwmc0l}#*b?)<sWI^wa%p~m98%JLF@sr?U6MDJf8BjNDw&I5-}
z7I7<DtE;@{SS2~0<>XX2`5+?hMujW)bSJGd^ZIV@;D5uxc}s!!+vGF<9M;LLx_|kK
zc;c_0FL}@F#T^mjdo1Q{^*Mv9IF+U8{E-)>6M|1Z6+Y}F`esE<#j-_{93EHnEmL~+
z);suT=B!hPqdwU=1asQNN6+f&JL?_1(eKXkEUl%Jg;tlVU*dfid7xPBWX?VYgLMt+
zs+YdznVao8*YC3=x@^w;=^o{lTi<<l;TJpQs5iy?UX993Pp<=iJ4;Td_N!m&?0S^l
zW}`h(?*&)qI_H3A0c*npk9C$5_MbYgeu?#GVWCp&%ohg~ChD<&pBgH?!!X}#$!9L7
zUHTLKg09b->EZsfkZ11ssap%3mFAx4OIN$J)%n`rXR&rQQ@mck=V?*D$6CJd*t7ZB
zEJ|K6nsL=8jx$7_>{znkQCX2#dfDxVCmXCDu4}l%diA5-um0l~Di`TbmgE=l(0{&A
z+U`%#?&pV}L|$;Ot@!NizTYKCz&`T5YkJzpIdA{zW=tp*W7*uJ`f_pHnWqoF=T4hs
zvrpt;KC_VPs^)!n=N-$DQ+pG0XR7XrIo*X4x7>Hc_fK5S7`y-Ru}6gkGR@DKe3d@c
zY!%$>^5KBZ#iuqYhkP@Xt9oVcUvG(h=9O&v`*i9e|JlVKn+1;iO_Ex2_Qs02Ym!W5
zzAspjki&SW&!KiZ>(1iPT+Ms>tf8BtV%Dv7c5FX)Q|ZSM9;TqXOgz=SuI++>=V!9j
zK6g{mNK)00a(b$_qAc{r{pdCFo8G?g-ttGo*#5JjqTT;h@=xFXmiOTPAk*+=5o^VV
z`Ab+!WJ>BRbQ1(;=tnW|z3gAedgc3VzUO|&zkBPRUu~OvA<NaDM@8h!2KJ{9-y7V~
zzrJMpnpGk#=Yt&ledA}&Uf=gn?|1iXjz>#pebM-P;k@ibcg@RpguO(=Uba89JbQ6*
zh)(m&U6M8zroXz<-1d8i&5usEJ5LXa|Fk&ub3U`;|2sB6ES~Q@@p7*C+q(XY#QRn^
zE`PZs_fYn?`-<d8PSp~#i)+N^%4bE_aysmI@6B*4SzeJrIdS@Dxil7qgY^>_{`_)M
zI4|1Z6YD=G;eCwNd7%bd>5z7o2V3quKXZJSH-p?dMLxSJ)ma_er9!puS&Ls42!GGO
zvO%R_)0s4leg!q2Pv)<F{Zl$4AM1Qa`curT)r|o^>Uay^S7+vIn0DrG<7Is|ZU5RD
zlegCe%zL)%m3kx_-4`G4yk~CLDpvdbZ0w~cGR(3HG`=)Q$sBxlli~b}KvRorr(@R~
zGz_r{U~l_#Y8#vT$Lg#J*Th4TkFw72;q5!Oo6{`2V9n%jPP~1u;*ajq$l>MN+mJOw
za9L#EuFP6j-aZ}X%&dY9*WX=OG`BrI_`g8xyp1LCY9FUc{SSS2ZMI3>SE=(khD#Nq
z|7@A+{Ewx#zSeO0$L(>CB>onBl5YKasLU~QpTcGnR@>>)Dm*i|pWcoC@Gfxrfryjq
z8+oppvbOVmc=vj9=)298Vc$zVuH2HWF#oycYt)~O0S$rk^)*8O6s~TlDE#H{TWaBy
zISWG-%?&QRW41^<-xIp2f6ezf^FxwiL(eT+^1$;b*9zG?bLCe*ky`%AYSyks9sw!V
zV9g72LiW7deR7Yh#98fIt=oA{^?6@hwxDf_B)^B0+hs$o%!RA9H=SKjmBYT*-pxMY
zn4F6AMRt#Ui`$m?Z}`*f<&jjebZ<8IyQ1HoF~8Qte&3;?AsE4=)_uEq{f&b8yV-@U
zwG^vol^uJ_8*C^Tc3MGode|klN3v6|ahe?2`EK#tm_&Q2UC|3KNqkGwR&JJaPFgU7
zVO5^vth>>@Y)zl0PmX2_Ou4dVfA-yb{877oc)c7HK9#;%&(X`~`09SXCSSVyIrF<q
z4!yg7;`hwIvwWg6Qzy%NBy4_Nv(_(U)?D_jZvL9i8jpAG(OCSmn`?2Vo#<69&6&py
z7qQ9+FLs?%^giiJ@|xX0B~2%8d#T#{bW(tuw4TDujR$<2rto<wJ63s$ubIDL>iYL*
z1x`e%H+H_;%r5D@Z<T8Qf-uwLC#)xO_J-Z7JfkPy`F{49t6W>klb9s<oI+~lMgDqA
ztXQmbcSDu+D($)RMR+7@`CRYyzdCV$tHYkN^WWd^+pf1+_E?~y=y#Rf%`eoaM%tK8
z*;Sp(C~VGPGynBP?tnXQ^)t9Vif!k;n!4MWZ%(*HM7M)fXx2lWmrSB2{4KxlUDqu5
z>2^o6;DV&gl6^<!GCh@Q_*!Rp%de4P-C^l6t{6SpC2D5df)~h0nDDEt*eLtEX<NhX
zfZ~n856V6}l;@o+YY<+}zm$0{)AZA^uS7U@K1wM+K9`AkuR_M`#-|F8zeEH|G4oE$
z5;I9$cFZw*t?c>o74>;<_-9;fPp+Rk`{?oC?EbGE{ye!cf5XQ3jr&)Jxn7?qox!*M
z#{H`M^76l{>;C@zy4lv`n|sP5_AB@IYn}VP{pi14`>I9y-|tSUKcD=2Z&Llw-^ukV
zlK)rSkWWpUzc^_L-~Ocfw1u^aZ}=rw#ir>z{<CaR)cPCqTjvY@<}Pt)c=n)4JYw-8
z6?=_u*C&5|bU`fU)^yXKo7Cd3rEFWBRQafAd%xtoii7XI7;c~2y6@ESH+xU|e>C*w
z`|JPJaQnLhyKBzW-aWGK-f<r<_ciS-Ssom<)B7WN7rg&&$X?p}UqJrzg0`Q#!wTX<
z7u!v!m)p&jsc=+^Z}Q!ZOJyY&A7QF`CMfRIV{OH{<=v^)bF0>RD!0D(s9P+%rRL1V
zRok1oY}Lv;4Oi}ES!i&7QoG<C9)>Tuui4Me6?DxyWwP(U=S=JVlF6<Gog!<WD)zbj
zSAU`<Qq(Q7Z2Cg3mcDBXc1_6ex77dsNk&cNG3O@N^{nfg@5HA3WJ_>p>Z%M(l<hna
zSaxfHa$)-N`}q!E1o=1Kcy=_G=f^{aIdd0r-EQwMUev$)!Us{M=$j{Bp1ypb<ZDz}
z=MuL49NSa!d?nrPGbL`H@uJtI<JS7GzVb6!_j=#{67YHXB{O5|F9KC6nZ|DMOU}+Y
zDg0U3bN0f^sgiNZs+YwlnavdY=DNgJD<f3NR+shZp`be&Uv_)WF8y(}*Zb+O>c_{d
z?VJnLUC&+k{peUrTVZn3tlk}k46(B2YVsCN66Wvr_WV>Yc8j*>dg*DoxMim8h6$pr
zg~_cKj^t?brZA*Ro^U_bd;DMV-Yq|Oo6cX5b6@n-h3gr1ja|jdA2kc7{rp<|RgUYB
z#<MSSN;}$Jk0kG1{+a!hT}}7B&GCz#1Z~i~P`yqs@Kb2j`M4A3U)oyL{I2T%9&%^>
z_Y=|oc=j&mKK3zhZ~CjcTC+Er{GtoFXT(*0|28-Nj`T0q_y6uzevf+j%Iw`)kKNb(
z&+dMo!Z7dD-j_1JPVHX)v4ZQnn%2#22lsZ$2>3s^cOg7`+Ya;as|J4cq4)l7S@ZFy
zV6{Q+tPdYfy%)HBpeL>{<5srB%uT7qJ#lqQ6b>Y9cyW*Gc(1*)zd~zT?@Yc|vHr7@
z9~?FfzTDB|(YW}~Pu@vinr3xpD3>(Gox5d~<sK)v(@FpMrB3h^S;wSi-VF;TJ!zXK
zbYZX2>9AybHr}~sLKft|^=+E<GyLPbnJtCOowbYemg*mv{%yDFm4v%nIwR#TzFT;E
z`RXSZoYx<EGfhbE>eIWI8|$`Dj^E2;8Le*-@U*`@Nm_>c%&ofZ)j8Au)@>I!`R?z&
z%HaLcif)&_Rqee0c2iv5n{w^+)eZYL-G5tGe4C-`Rn?sf@28#J_51hTvd<q5>{DDn
z*INGe&fh1vf85%s|L#t$`{C8fU$?)xb9w!{!yBi@S1x#68*iGhUuT~9(?&bhdEdjI
zHh!zTrZQz$SozOuYP0U`oZs}O>50uv5gik&LVuwPbNV*+&XcjK^7q?hnBLB=B_dc~
z(Y}je=JanbSWjrQTzV2=wL{tC$OqdKu?3&BtCN^hxVE-)-g&-xzrMpn<6MJnF@;{c
zdQ<~4Tk~!=Mtpjp7gSWR=($u_C>QI@gtz(+JpQ&GJb1gzB+F>(Lj(J?O>cXb{qQR6
zSCn6sWp?;LGjqZ+;o8lmIp*gS)O#43%47aTO}+5!_Y~(%9BjAJ%Ox&vXLO9sE^21B
z`Lr-kq2jn#n&Z->__9-H&sDJmna=Div~6bkXl=Ru!d0XFY7^M^&QrL|>3sOk&nd<U
z3hpY+n-u;wsaoz>*X}uQk-{&{gKuKz&7a*~#Km>a$|C2@o23fxS;adVZtAjMut{Ie
zWj5g=N8!h(haG&iFFx(5REQ6Hx~-<D$Y<fB!i@F#?eT}*?M}8|{w-U3{p#_TmbH^J
zXZz*dS61a*lhc~E{Ep@RK-Tvi>9xxjFeS~HKWRpNT~+rnd4;cHA?!2NMZToSIPD7V
z4BN2%T4B|hHHM<M9$IEH|JM0rVzu|<>X|;Cl3U*#W0`P!lkM-kUo|_o)e63Jjs4r`
zQnmGUoJ-Yyt={QhT$hwPr#}|1x0?9RJ<R^y?@ta+GsXMWowwEU1h1LBO;K4kll%Vq
z>^Wcey-+$juV>=!xk}D#uNQSMI&D5nCRgRoqj^13rsmW<7YKG*H?1r2P5zFUD+Mun
zUsF`3->rP7{paxPOJZz~=k-jUzbkXI`eTLf^%22Q&yFZgYxdml`0U~bm(IU`H(%f3
zZ~n$#nD2PAq+O7AYX8Gx4~A)}iGBS74fYxv8}iawB&r0bi6597_;vR^`zBwT@DPoy
zRb{+SQl3Tx79I5ziF>x1GazZM=-!N$gJ;~<+ds|AzmlCFcyxbU>{}P1)SnqDyLvDE
zxbmm{&4SN!t?LtJ{5Np__PswS{C(#&rT3rYN=u!Yls8`b{ng+Y>tSY19%FrnP|;s~
z_bz74*<7!G*qXQU_zEwcxxd@eG>#pZWusQGJpMDg>FQdCD;g()cCZ-*Zr{5ikik|Z
z!{x(X$HlWat5|#A@kn{@d2pUXit~|WrCG+6u-}SLtP8^$c%^!;${%xF{B&mSg^YrJ
z#ru3sZgP(4zw$1eP?mO7cAF<_GVAUeMwhitdZu5vq-=FFR61CCSq?6^_+p-X%qJn<
zS6!}VO>Xl-xvpGZu=J=od#?)9haC$p23*~ywZHA*=E#S4&n;!Ok=*cAswN^!h-ck_
z2=2MwsutpRx+dH3yuY@5`vrdah<48T*K{m{^o??&uJ&GDmUun2yl}Dfq*>2x-AW(D
z|GCcBz2c~!*VTFD2FZ(5miYU9InhztYCoZHc3S?MB?`Hh?#TwLES|i{oM+n}ixZA>
z)Q(w|)Vz4J`jhw8(>GVQo6Wm$Ijpqn0C&LI4>q;w7cUzc2J9|<dp~~KhNY&*B3fAD
ze)%l)_;9V_zWu7r4`vE&PkQ~t_=<4oeGQM06$0BM3;RC{<r;*YTDR@p?~Vh{^!#?L
z?1~rO7NA*SS@zAH+4Mn!Rb0vb=@Y6Hdl#*+)5+gmGx1;u`<H};KS~4dx~SVW3mS!6
zZG08Bo9Cd%GE0SBcl%?ORk9dH&r!;pmT}>@KylXZb50iN+D{)cD5-Z@HGKavaf8=v
z3FQi<DdKVOI5uaeE#<dv*k%<g^5(Akz1D)V2aVSqctz4%X0T|72AJ$AW^2$r6Y=-B
z(~2D*y}sSaTf}_3PwzULzTl1`<JFI*|CM!@+}7Um_eN*+^N)<KA@5JQ1n`<&yzp_|
z;}?q0{jcvW(|^aY>S5gk!xNh_5C2{zy*$-_%JN+E|GCe!&mAn=8ONd2$R)OT&!nUc
z59NCgU6?qjeAk@A`zBw{JIp-e@ILu(T}3x0`^t*sm%a|&y?4*I_uPfKKeiZt+r;tm
zzFEbh+db2Y7aaO3C1^M;NGf7U<^q<yzUr!mM<<iwG))dgziPfLeyCjW&4w#dOZo3=
z7tb)5)O77sWh&o(qjudCmdEiEEbrKFd3WutPGdtvmArStH?Kslil}?Su7wXpuAh7L
zp(JVHvK@ZY-0X_m()UmM>r!>9(yDaR&CKLVm#qpjR*9Ofm>;Sb9BeKdU?A|WE3QN<
ze4+Tp3rE|&uKjgtxi;Gzj@I@A((P;CUYjnjv)Je1v|}q-`rMSCnMp*}x+k1DvC5=%
zeL{-nR~4<DB@Gk5woLNwk}RFN=+JWSrQ5?bKm0YFzNw~Fc~jYp>yai`zUc*4&ux^x
zz32Kw#vljf3^PuqqqAQHRwO*$+@3W3x3HzGdV)|+G25(emd3X`_FJ2;I3nR-KUF~?
z`^l{}K?(btR)@LXDCS_gXPfc(upG;i*PFeLp4W+7YL)V!^6SU*t2cZ7-0*kJrMWUe
zZY8H%pMMX0I<cy^XBo@qDY_gT`sE*9tO>I7Njqof=#cYyj<`$jm8ToGaWJhq_D+B$
z;8vHXkp(XU(~n1o&bIF3U^zd%{HCLnvp|H~>|zhbgYycKgr0sqlAbd45!1spmmc-8
z$8S59t)OLU)vTbzA(8xH*P2V`YTq|U+m;ko{IBf4{&ZKZ?a_T7zqHH=vb6rd#D0Wj
zLwsXrU;?{h6`MoWkEsV1Gkh*~oVZrt*%UVI+6NO{UObaNA-7lL*q6yK6fKupEpS(R
zV)6gi2c~n6f48hDpQgA=rukgr3N2%G^$q6=%bMj{*Iw3=m^DT6Wx&>RqRGjpe?)Q}
z;khy4y0=)L?v2YIJ>3<26uk16miC$(L@ZK%zPT^PB74cPdA(0lUY{s@F2a2&gZ*W2
zp?s=MK|wU5Q^LX`-VMq7)@EL0-^G3-`uc?R?;j@1Z{BY8$usv>G|Te&4k!M(zgc^@
z<xT#!?YBJc=6T)~d-9s|=H$yYYxkP2DHkdIq@h@S{NAql6Kb#A6LR`?#O;j7l%*Z_
zo4;NA+w$i3Tix|ue>1;@oh(U8$*=rnsvtanhxdtnm+swCOnJ<7Q!(ZJ?P#YHbuD|p
zRycjD$vg0M=hgG``EQ@~f0V4BaO-)p^dUY`E{>fhsut5v+sxUvY3AZPt81OgvW*?f
zId8_<TDY88w(Z5qmmO0M<=2(Y)L*iw<nb?m)s(|`1+Q(GE3|2GmH34H^_>%Bm+H8A
zHErx)_U3&Zt77$(gAZN&LnM2B)js+9=CTQI*LFK`BvHjD?ApsZ7oIIYYs;m@jms-~
zPSsDJ8U4rW)EQadW1dZAi>f@`@?`RI4slfX%&q9`zp5##{rXw(9R^p9Q~mdH?TRY-
zSY{rz&boE=&c%epaK-yitT*aqx_MpJcFSdt`{Pk+ereOKZQ<+>BSXsgJ6QAbgQ73%
zCd{4{e>?c*oV(j@y}iF+ZvBMvHQ%2tPqKI@;=1BA%SyenH^OK3FXMmZ{kMew&g4B8
z1CMll&-Gw`bD(ZQh<(0p!{^22?}TKQ%)9x^_B7Y>Nu96UuEsa*%TxWLE?#!$t)ttH
z;#AFb#~Q=LB%C(gs{N*Q<kpq4>Ea>*XVMHq*i1Kvt~0R6xO%{M$<KsO-Dj0o?NM>6
z2$kb?lKipCaN;W;mx}^!$=f$ve9h}u&?#<U|H|rzoh`ea`-FcA<sws;sRy3A%l)BP
z<pI<Ads;U>{C_veDEPvGgI0&QTvZ;eQewKw^SsKW?aACTJLO#UCOB=nJ2Ok|p74g%
zo|0xfA$8hu%y%!p?!C?x8l;%D?z~P?+7`R$nOmns?_|%NXI&z`kj*mw#ktwnPOlWx
z-DmT)M<v23WiLx2yUc25X+L$owfs*@G9~^_@!I^xxa{B6s2>fQJDzO0S7pEK#K(O{
ze(Id9UnaBiy1G)UG<(!~jrfn{ENTIU?Op;i@_N+5`~|yS>9H;o+;p}kQ-1TlCObWk
zSD*DxvvJP9!TXhKh2uAVxeC@4C&q|1mzGa@_<NQ~_s&ZZZyk$|KVP&)+++X6GrxB1
z3dxz~SI8B{qnmUt!|zP{4u-F>CF^e8aa@>uv!K^{OR2_-Aj{|@W**-a6gD|-ITxMz
z)jQtB+-Z@}uGZZ4Ln<GHrgdqb`N220RnSuI_X4gfpMIq6e6Of@Pe07_x4(4W>JPug
z4zIobNV+uU_q@9=-?;u~w3csJa&W7rg-Vx{g8C(<%@G0@)eK$FbbE;HxbVW;|Bc7n
z_7g6zO{}kQU#NV|%+1MjvvhM#uj#_uhu&O`ei5`xU|MzH+)M2lS9H6+>V;HtTUD^n
z3ln)`yhq<K&Oe{g|KXQwo4;iqyqDe05NMohe5F9avGKdaTm4!Inb`-m4Yv6?f6Tbh
zqxDT}@#YA-!qcY?{4%^)bNKG=(%t5-W4@g^C+TQ&@W(S=k%I|`Za>!en=6=fGGKZ9
zTZ8k-|2G^Ees#5RmF&?Oho)4^pLY}wDUncr#rFM4dbiAzf5#twl(mm8sxjHNCROye
zzgN8LtfO;(E*H6a`+$e&m%y2GoiC^T(wZ-_X8#qz#(S<Zo9EbAhJIZ3=jz`(;m;Pt
zP2BIb>|dPMYEDxn!-9#sZ|sX#xZuY)_pbrZoTn+T-kkcuuVA=(w<pu5rj?my;ZiN_
z&)0iBH22*jw1WT5d8Yfu4Nv%<32*<?>Bz!e5#rP#{XdUW=E!TN^md29NWLit7QGNm
ze9td*@Nmh$1BcV+q-d%Yq?^x*{u?&2HkdnJqu}bw^JPpw&o4-;@H_D3>xG|9P3!!b
zrw4mP<gdu`=d;P=NC<koZ|&?3JC0_-Nq4KwtT)Ead~llk-!TJc2OhQ$7p_#9-<Lb)
zm0rK-{yXPITG{Or;!d65$=dN`_O^3vEJs7?&Mau&zU2KTzc+$^VqX0CbX@jhY1sQ>
zmW(5*&jU+#2gw>7&QJ6fy5n}!vNt#N>dm)lfnRq_{2q00^3zSNVa>X)pE^b^wYI;|
z*Rr2)?*5SH^B8-tJH@?mdREqXMpHuOeF@9G<bdV;G7QGG3ikR^!RxP0UpX~ZR7{Oi
z%_AU4r=Ui%S1~oLSV*n&^%6El*)6&Emn$_M6O)rLm~C?<;gM6oKTVH~<&D;nqFxJ>
zcgrl8p}Rua`DsR!SAC8_FvH%T`?k!<+J1D|z0+$#&sH=B7=N2!S^oZj@7k)LZz>k7
zzcYQu=LH+hnd)tJb?;eI#>hMOWZik6@9aFs|4p9uDKKseU->lgyEe+Lm8~A>!6u(P
zSN{s#6Z$5(H>CdP91~Xa>sR}DS4-^SD-xI4tGbO{^0XBH9ww_lcTZP}m7g_uW_?wu
zKlaKV-zDYGo7>~Gii;lX{$!X~QWYz$c5h38UArVx%-lXF|J`xX`if>e*LKc!?Z|X|
zzc{Nixs0<T=og=6O7hPgp^r9&ZQQKT8pBp-!Xta%T;pBOM#hExPZMS;|96`rb$9OX
zfH_sR)`c8u4QDLcOTAWJm|Z;O<h12ikGq^b$y3_M&w5y~xLmME$%Fq+^Mid4&F)&d
z>J-{aKVQW0E9sKov!ow#t{LyPDHN~c(|WTy<hoIwwaAtZ=M(O~X8&Ku|CKw%t43_Q
z(P9qcHCGZ2>pYpt$Te-chx_-AlM_1kO?ugPGVIAR&P7+HciD<52JcU6oiP0xTXN2m
zITN2v-gkDTN^*b;ui=CS<>L>|sFoY7f1Q!Ux264JQqJNwQ}zEoj49Vx7QBAkC-Y}b
zpm!fb@4^M_f0k|cnDpz|)o2xW9xsD8yM0pxZ7mkFaYgaIaWPH3y()@V)?eK=x=pL)
zOQ3-4-|}#dyw#6BUGSQ>|L}gVU*Vfia`*gMJ$d){zWUIbCEPzgt(W_-ejAJ2%&1tl
z|F8D;T+aTp+D`rMukc#G>?iS|+<(*lYkg*xe-r;TYpvl_xu@}anXKN#zg_I|>G$8&
zMK>3@oj+2>+g$!5{P!#UtsJl0e}r4+RV}R-&Cz{-?DqHdO-moF-2KLX!@tl^C)t+;
z+)5C%yLeDag(1FdL)^n++eZmsWnax{HvO<H?rp-=fbVbl!d6&1+@004x#;}CUC%)Z
zde84Yc982r%lqmJ2eWQ`y>1!7Z2IKFzZ<I-uk|b6*uC!idfAQ~|AVT^XS3~<l|StJ
zdXP;>vi7&6q<Bp3&D^cl9i>}Sw^u1GIsJ#t@lo=O^BHdMxb{aq2q|7?w)g$K)n_BR
z8sl?|)=NA1#d0LA4`04EVEYFFBfSOpay>Mc$e#1#vwrB_#By3MreNz@{o}h+87#wR
z%k5x)s#*0cltZ>)YvmWK_p^()PW*8D^S+(G&*>zZI$gBvZz<jy_+PTcrR}g(3j3YX
zd*<cuLhcxgPpi>eej_@?|HIbOw<}Km(x3GHuw>fdAK5XxH2mJjzy15Xr1<`q&T}79
zU+kD9^Xlz~Lq(cDAAbIQ#(iQ=c8<Sj%9OqbTl=I7e`gh_pK0hfDC9e#-77WsmW$Sn
zi9Ae?sz0>t{COd!RovwI{zpC^*)}OD1#etuT~#`1+0PT#zdvkoWZp69#rvZ_pLaf*
z`(p0V=@C;sqYDc^8XlFC&)fO+w{DT^lsAI;(GL^~J0^M;JY;U}n6hH=nx`|@M9VI5
z3fw){DA~-?ec$r;`)&sJig^b=ns&{!dP(uI%Z?j^#SbsZZ?l|#|8d$zXHm`xRrVF3
z4D%(V4^*&6YP|{7I`&Q7q-D$I?sIK@zxS?aI&j}S(%&y$wrgqP@4f|G*>kK`uHdto
zkdzd)`33W#M%Qy+r!9GTTIgE*f^T|_%naoRS#(5rrJN5avRvIE-NBf@>r7^9*9x(u
zLt58o#y(0=dzZv}ZHaD<mDn}+uA5rb|Cc&@eAaGrus8km(Lpl%?7q40R<EAdG^<Q!
z$_As2E6o)D_{Bck^jRc7jAvnHgDt!2tEbkH4=1s9K7Z}y)*I(O&2YipGttZTUVX&$
zpF!g1hvuux9HN;nUseCl+S=nKF`KLCaPtzW=f{L(8#r29S+{O9Sa8c%oxQ6&>?hBn
z7>TBnaj7+3D;}rSW(2ON{1mRs)%mIJ;-UxBw#@F+Z%p*9cpsJGSRwAfoVhiAubPJP
z+kK{vM^;*2W8p6--f{QfED^J-@pq4(mu8-Cqv><JtumDTi!f_$y7qSG)eB!QHIiMm
z>GraypjY=Az1qG`ur3c>ysqia&R<8Do^Gp}pR)7(k266oy*2eyXO>?Ti#hveUy@O<
z_O6S&{G!Vj)GTT&x)r#i@b~r0($_CD={SD%TVl$zgHQj<p1^sNCH$fS7~ZZr#h!Ju
zDQ4S(XZyFm=HvO4akkcaRnT_soyFeEW_Kj+T-E#H81LkuP}O+7_6r<g`Cs+hckbV7
zyfAhu+oDR=y_Q$|bC`FDJax9;B;I?nYH`#&*LJJ;6Tf*b*NDG=Y{=)`b2IkkhA%R4
zeg9i4cgS#c&(QvN{NUZxc`7*;cc1fLb9}p?Ui;Zi<y+O2(>JVQ@LiX3h|5v@qVOWu
zy%B6nm;7kq_Pxve;cjUdcaHVPeCZhx>jW}Iv!-=3hd93ZvV@f@S!8=ot>D#)4Nv?3
zh01fCSk|ic@+I$Gz1Tu=r}Wkx>WS8J8n2&-gw||cu<U5T{3Z_%M?;0+?4a~^K54(D
zVrofWcdy}$ejWAw<KyPnYtF7!aq#^<agOlyT(1Kg6s20U=cvbY&zt(HwBta+#Z-2!
ziT@ux2>a?Qal!t$DNFvAn|l*l9tHkuf19u9QxUm1X-)2=lHTWBD|ep`PN<5DIj76P
zrKj9+&_nWyg}YO(LeZYPxn<jb{#9)|`flI(6BaH9kN2Ow84<I&xPCs%C);#mmx)b#
z<eGnVH7LDXsOs6Wv54o=l$B+6G6`?XC%$N4ZRxnSx<De#QSPqV(n;D6Z#4Aqo4jXP
z9H`oMSS9bVvgOHple9FG_f4<46}l`sZtcDm6>?oNFYKMn_K79Q&)IgMEZEp5F|A|Y
zosCNGLYpk!uexFTR6;pdG-bWn(HXKSHcAnzEIpn~ixilsA-qXLG?;ZwmG$iw#f9l@
z7Zr?SZ5341!?!ldS+XvDe90|*(uzjUfO~qZtaHv)O|^SrW$3-&1)Hq%`Q_nq6`I2H
z_lmx<u%ByhuqlFRZ`<-K?I+XhW-U2BLr|ufF=)M%W)W`?OV9+S=}hzdv+{lYUfz3t
zN<r$z+<i~Il&4tOK46JwwA{L-ar+bTdmr?fOrGkVIKp`-ZPAAF3Lj@qQ=erZm!*?A
zD=CGea$8FB$<x1D?wr5Xq$^=Fk9YEpB?fFB2b~(uMjvlHxI=ALyOg)jvX$KvLh20o
z9|u0sDu1KfwEoOImfH`yJ$6qlD|=jawReBpw>cAv|Cc?z`teBSxz6t6W+z_n%iJw>
z;#u{%vZXWf!c}h>T(B*;T;|Fe+MgT#Yr(GAOfy&2Gr8ekWDmbRbzG)*!|%SgU0m<;
z^24tl<_vx(zcW^sv+}8?+Raqux7I#JJbZ4ZCOwSLF3;ytbBpx8n_V{{&}^6CeS=e*
zJ{#8c2Z}9W{PWi>(tcie&EKe{8=uO~xiWXc-`Vf7E#A&tQ$O>P#fJlJUW+?SKHu24
z@%KyJ!kr~NmJbXz9e%NFkNKrSHa-3LT<?odIh&P49ZkEktgEU_9E<f^TXY2?_ld5U
zF>mHt=iCYgBe|)Olcv6$vW)qX!=IwPo!h2NSuTB;@4s^UME5XWnYYV#h$e=9JP`id
zAaqZO_Ve-?yLNZwur~HhE>ved<lY+*S$M4DYxJ{|4N8}o4cc51niNHD9F>XjEqtr;
z&MNP+T+RNAohzONySU9Ox%~89`M&me;iYZP-mabRboB4fY-ykQh4Wl+jGWz@o@9~q
z4-L*oT>a+XF@Khldi%k_<*daFtGZA16;vC)Fn%ArIye01BfiP)@+<G2uTZ|fPj=Vm
z%l-3Pe)qFyAO9W6*|<|~gAh-)Uzt`{BwM!W(OFI0XE*ORF?g;Jm$fNiBjdtby_;pc
z_J~R6y?1oF{$TpMTdT?(4h0^V;MvNXoBZ7EcdXODps&$+U7BWsHG<5y_dcK3Bwj!B
z?CMLm6U&_Mf7JN0BDth4-$Xv|=P}I;r+W&#=X{ne(Cyth<yrTO7|q7tx6hbOefC=a
zNL7gP9=Yijz8qIC{=KzTHnm?h@8z3qHlMz*GtSHjR$-bqF+=Q=UFBavmBL7Kj|<bj
zY<K;coxW_{O!1b93rb5OoB2a(H#r6;G~N>Jn#Ig^P18`5_3xZZXV0#?&sr}jZuahH
z=&tt4RKNVd6>~J><uZLPEtlCgS+{GRRN&TbyVe(W`(~W*kgQ(3(ok!`437)DOb+eR
zi71m$xM|6A@sMM^;t%!}eadMjZ`W^1Wx0Gdrz<hw)Hh?blcqe~1(P=XsraOFlF!ld
z>jY0F`Kl##*%qE=&kk>$?6Q6Oao<V5Qk-Tyk6Ail_S6}Nr_OkxdVTK^_S;w9>dK#)
zeDw$G5BK5@{;=y0#q4f0McCb7diUvIRQsImFYi^SFxg2wQIhVy@qFg}qwL%|AAkQ$
z2=(4{@BOzgXRLU-XWx)qbh<jOJM#A9OZvM4nr}*IdQ3Vx)s)TZeqHj$+!J%Xy?)81
zTq!$or~mH`0mpfJ(@Y9xKUZACvvL0AYwK6rKlrb#KKrpHr(am&>)=B@%h`pGPFvrR
z*5bd^SX*DOSmDM-uJ5-FeLXixKEO2b;3B8$eW9Mrr93;Qn6J2fPqsBaeYttjqZboD
zmba-sxcc?M!eeT`C)OwP7j1NSR`{#LHTvG-HS=OVMtH89T5)GuqO`AO|H_Dh1v;A=
zjZVz!?~(~>Eh^j1s<7#v$;ve^^qzE^hh@39M;1KjlD}*I*z5F)DX#CfO?vy)F=~O3
zLiCF7Yu!{WjqU^r>DM+ZKGR#+DRXA~fn#TDrc9L6G<d}OSh?ErdW4<a(r5+iL(a#f
z1?5)E6R2D+`2O|bWu2#Iueg7FsdLBfEuZC<FcifJOq7$l{8=nvL7h~8K!9Ko!?pP>
zF+JKo0Yy{aI?i^S!|>|vt$c&hlobC598)CYAM9{c3JTERY<@mfR_pkxr{Z57=Hy>3
zvtM!H@wZ>6ABqXg^A@iQ@t%5Q?cKWB>tq+#2d5NQoQPm@jJ+vfbk`|ryRhmy(}|BZ
z)!ebLJ+Xw#XkE{x74J{)y&$9^thPV8OE|0UyIjhr-R|3`s^qcs`;-Q6Dtxw4=%Z)b
z9&J(0jOXm4`zN-~*}5#TK5xrL?wuT+Z)T`CG%wLfx8m|Tr5|=b@?VDvlflEt`1pS!
zSyh6SFO24%(3);1bi6}5^;M}&i1}5!8Fvz9R0@eq;#k;G5Nk0<%<0#e<1RbOnC9<3
z&wBq}w5kE?+NN(oc2XMVO=0h<EY;>NwbQYm&@`z?bHZZHcaufjWOq!=%vyX-szPDv
zAHD@_uj5+-XXSGIU4H$e&>iE;SGuK-UHn#EQndH{iuyituB0bHTKBt6Z|w>Cd8s&Z
z@q2U2`oAB~dp!Ltc=Or*wIO!D4g|ir`i|fK{L|>O_oa(}{yMdPQJ10r$*02mFHe8|
z$+xcg_upwvMdq64o-RIR=(gAY{JE#Ei*~!6se7h&++)K@&(gKRN%tOG3$^F>RPoNx
z$P}>@)md-eo3#A&_Z6?w#8_fi*6G{qEwof#caSZ$JLHr2r$785jkOmH=J`paRXjd5
zIXdW;Q?hj>`!dD%W?B;a)3$d`*L}Tw|NRPYo;`dUt&MLS<u2^q!QsOkx~4(I-f}LF
zo!O>j?`;ZamOk}$TpzUk-bSVG3z+IJev@9Vc5kxh|In447vJrkIP1sWnO}Z=*!A1a
z#?<g$?S4a3!&|l8$M;oy&vjq8ZqJSL*S44I{*Kh1CSA5TsG^?hcjbqB^F1oJ3B7*4
zVgB{f0H*U-y8q_1eLh-Ow{ia84|?_?AIcwG{}G;%C}{h@l{<Rc>X4(q^P(aozWsEI
zint!Cv*y=}Pa5?zc`yC)RkK}fb83D<^Pk+Of%B4@zx=G(`t2@Trv2fSk4v&6Yn0-1
zs!G<qZtw_TwiM~?Hd}bp=yzo9xw!#OYrPLPymp$)<aM59-?Fb=i&aatdUjrTJ=g8q
zGRd5&9E)?OTn@7<k>^%E>m0G8JYf;f6_0EEjcbm!yq#WhDyWnpS(sNta^>FSM?$kT
z)s7Xe3+q}LvUa|~+4{n!f5(LQlMMFj-kQjAPq+Dw#WnHUN`<yhR~+#WdCd5;Q7z-x
z<*OaKaS2&(+eJ*)8+~(?YAWxK_Pr~?q;q<~m;MhEx4gN+QKO<7z~U_5>0okrPk+j!
z^M-7X9=OSSy3hZRC-15FSe|>Xw7loX&soamR_X0GciUfZ-_-BA<;IE5O^vQkee=Ff
zOnL8a;MY@n;DVr}Df8YJ%A8G;HBb2cc9K6S@I!0e*NHuACLOh#bZ8y_deNL;9yN~+
z8_ILOwBN70>%H>Fw<%I8&W{_FciSb&cbdEPTop`QShK-S$SAO<%geSd@B2iN4-;#m
zGiEJ6$oGlMH@|I}?aPu2F20<;`W?K!-H*OcxbP(_=kL#jnMym4E_``t`#wt(-RrwV
zW_|0taGt|geCfY?y0SldPJdeTlkHJg-Ql%-X$ssma<dN3Q<Ya)?)T*Irbk`t4xa36
zdbWFoHe=u?y;rBQiWoaq9W@UQ50LxEd}Zpw|5xi;uC=pI;rn=F>r&@+S2XIpUJ6X)
z6J!f|vR+g667S_*#Wo8{I^w5apPs(uY4&w-R%bWG`#;a^*ity*1iw`Je#aflWA|4z
zJ(9hmlbNvUi-6ltHr}uUUzL2MmO7s4p6&5-+UloGEAD)G8hG`_{e{iPDpb7FbhxyZ
zBxHNMIL^n()mU%1SzMu6-SvI1#>tw=_Ac*hOSWG5<Y1=YT98l|H2sm8&Lin>ufkWC
zeYk&dSKfx3TAPnB3C-YbbWeR<ooAYT_wK<dR*`I?Qy&-^Yk3_p+MHg!iskc>Gjb;K
z%g!WwR6aXqop>ztZ{-}J2ZtKI_-LNE<Kw8=&Gwn2=|}c)+2*@lv3h-bSE`EmxUg=I
zsoi7XTD|@GW7*ie$JS=&KAZe=IR3p`W`@4?zWseN6$d{4^`F3;eEfU)B<A;pHUAes
zIZ!Qgzuv^MfaUVnyrKo+v;D)OU5gY}#!BB{vz#E&E?yt2!Y=mRZT1s~SrYY3mIWnl
zfxD*3NJP5!KVuX7c4_I~NdiaT-|CZoA^(-}&Vj-oIdjd<_HVfFdS=mIJL}WGQuiBw
z+kWf)5ryA}-+nLr7kXSZrRaOs!tZ}3IqkgKct1?zdUU0^_^GF@Cs&`4nA@*4Mf>B_
zH;UmJ;rE`;Y%SW&8TJ0k?lpI<Yd*KHTI*Br=#%xjZAz=Qet7%0wyW?9x5jPm_M5zH
zDbexIgq*Zv>Rsb)KgDfkJ9kU``_W9Fhr*UQn;(f*J!fet>}m2U-K4LnrqQR|V3fu@
z^{>&4J--%2`Ic5m2S|#s=st1sJ99Z&aaPuY^ITlgR(#FrF-u-|?`%oQVTj&;Jmng%
z;jN;@&e`wm*5BX8ud_pg>1)dNho?1mORhiC<Cn*$>TPpqO*GHyuYyzWN5m@M(m8tg
znEcwjkLUIuyLsU4H9^&O-v{MoSA}YQ9iL2C{6EU+*s7}>EVmfG?7!45T4+_ldaz>i
z0;5$`^N;=tnqGYJ8{e_CBUZgky!X<MROMSWG~G&TRoZjKzHvc}iNZm)O69`%M+y@f
zr@y|F+k0Lkgjp?r+HS3@aRupIpO}9yXnuQ!{b#D<yVlCH&(9{@W)a=r^XyJ}kL0aC
zeVQBIZ!kFbfp_tO)LM<x+_J*cK1VVAUAkufl&|xbuKB*xE8|ri|I+z$mK$8Yv0z8i
z%5TdG*=8^uR<$shB<^xDFGp;dc*@J9xo2bL_v)9tcqe^?&El3wg53j~iB*liW4^^H
z>g$%iDP54J-_RQ^_TxEsm65_PAMbl?+;jL8dQUTS`M+2AZ1Z3f*R)lvronm|0z9pq
zCnH7Lb>v_CeG`3Q`F?A^4=qYe?2lOL%LN-}KW2I9E-Lurn1kbeG0&oTuU=*By7)zB
zwpVu3mDF3`XHQ_1Oj*dB>TWN%AwuN~uWe)PC+qL49CGEjtaRR|{?X|<D3WTN&hEIC
zZ_PQQpWP1|dg5MenbVSE<|eStWb1`o!4MNavmB?BtJFiJ4W=jkeN-4>VYEwVR)b?!
zd{12W&9id+cMm7UGTs#3<Cc6PdfKzAiC&FTXC!<!pD5MnDA&IyCHQi8oU&4VXywBd
z+fI~E7vHyehet?U#o`?tufNpiRX*IY<Ai)r+>ZC3nR$=y?>%Mo!Q_XK*69~tR)5}k
zQ?`QX!m1UMo_yUKBGxzW?@pg-{jEkk-om%TH+RnQwRm?m=aAC+G~w&d0_38bPxV)Z
z&f?q~u7Bw7wS_MOmd>niDexCu{A~aJ)t7wEzALKdc=+$*)U<yohyJ!dnEz|3@Qdw*
z=PRV%Xv7Q8ub5H&?C$Qcv(xwsb-(v?+q=A)q44XK;OAeBcZ~B+afGs&ScRO}TT<1{
zHP0tc=D*E5$)D?!-$|;q)aicjdGe3BWVg|JnXdg)s>?*>*WP?G&+xzOUTOVzGaIG6
zm;Fk5H*@{QjjqPO&EC!I_cHZ=Fz;mhX}*njHlNk9(|>ofZ-dM!dC&KW#v+>bzdZM~
z+%x|8^vlMN`@R_6_kAyU!ck!ND#w@c7bY`a?0*ygHf2U@l~u#;FY}(NIY-=j99GqT
zL8_i@Z+gY`V7ohkpXZ-u_}ac#Vu9uT6AWMdr!Q#gOl&ySZ9A1QYPzv};GD0U8qdVt
zdnUN_O3z7~-H~#x2A{fOy25=f^QnF0GMIVOVcJZq&01`?IFD$va9@efcimmVI+g8-
z(w~LTpU-;1lFunony^}Cj)3Lo!%Dlv*T2}i>q5?z7T%m&Gv$BGy!twCOJ;W9zvtmQ
z)~<_bcE1~T;OEX`xl=d0&RRRg^JbRP8_PWHV~av1Fa5UKzGD&Vjh!2}z4kb!u)clc
ze(!RP59KG>HB=tF`&54RE+5;!b?0guV(Y_O%|C4VD{`e-_QdRX<xN!~jkmkaG%8j;
zw$S<=c&zZs!-%+siK|@7WRH72E%MLb{EJ!HC$9F=RpyBIeX~0}3<E2E{B=~@I=MUU
z40q?mzdxrMhuPoPt}aP14_9=3`dOR(3E$P^CfNr~+>^Pq{wTiO{MW*>?ayktn2g%J
zhb~9AFAKNbAzFR4`SbVMtIf%8yboQLUsNAo^<8-h<NWQn^J?UMn*Hbd-{zC&6b)W3
zx^{cP&U2n-3w(}=ztPUUee&k}Q)ln2*L!%@zTxtp`g{N0|6l#nKKxzb;hKMSxu5HP
zt^f8nEBXKN%dLy|*Gb3T@VKwN<DmJ)*0t{6t6v^+wY53DvhhisMeL1~gEsT@V(vc=
z`u|euUxYgMkK<R@vTqG+uV4QzmiOFN&F+xzeW$N1UB9yWc<1zc9}ZP=Ib|jL^KQBx
zdw2K2{7)~VUtQZ?H#ML2&LWPi*I(zo*vl{FS6awe(jTF7wNZ10+xdsJ%Bz~)j%V<k
zK63G<9BWWbfEv%ef(h-)j>nla?|p0j(fPk|3OmQ_&LqprvrgVr%HzMmxnzThS=+;8
zCQY4_@A;Qpd3oKYL*+lmci+p0Z%459XWkKbu|DH&o`B+u%CCGgE=Ny!5%}`8{`m^a
zDME(4?6>anFRM$?+v5M(V(&&)p(m9&UxOFvov}Xp{sK>PO7=^Mz0rTp1t%0}FtXgw
zIBPv)PwkVssjSaM)m~2!eW?(*a)D^U!!2#h7p3lMA33aN6lw2#qvy4w?5@1%7mrKo
zzVyewuz7y#k1$8a(Q2*l8;=PJDDyhH|5Rc$G}@l0q)_x&wB(-@)1vgAg`Li7UNJe6
zJIl{2D+DdSs_PaT@J(0Y#ml@uAxuhXU0fRtSeTiVo|?`MXJc9<7h&WW@8uBFHg$hx
z@tg(@zn!&AO0VWy9sMWt@1e=u^|$Q()V(Z?gn7I47bLBp{lhhM-_(S<#2k%MnIA^+
z?rY7xmfR_@UDR$_%^@r$5IWt8Q*DK;aam1rPiBYR<)^wYYT_fMZ>jD5HI?n+y`JY)
zcLf!-jwC&@X!ZT;=v}rp-d!OltxLmI%Z+1^&U(uv2`90q9PjQwEmAJOx@y{%U3ZoQ
z`H8WwyQr7MYLzN=QDn2Iqh(A0&+G^4QU7F|6rvfIRtURon0B%FqkjLZ&u<-%HB06t
zPyQ~wqj<CZcGX!)O-*uIS3?_E{@!9zy}ZUN?Xbd<`$cJzyB<n1DJSkcm%pMk+~Jtc
z`i8X45x#12CO?^t4Go!|ueq3^RlGwxLo7L6QP_8lz>2A-GgoZbVVc`=j^SX!qJ&QY
zb8BTctk2%lwbE40CU(!ar0>l)ny*ew<DK_Kth_#d>M=gfMu+`r^=)<OA@5Q`XZS0u
z4)i|m<9DCC?ezmb`|T3XBM;2Kyj`_nkN54$Z>5^{H|lHC?@xQWGl}QV^_z)-b5b2o
zwf=a&?EkC`iT%3rDIaDp4~(#0fA{x=+jaM+No8+Ixxc8e*7?3z?A5@|HMjp<|NKKT
zZ0>S*7T49xZ-oN9n^%XrzVmPB(YmusRZ@5AjBWw3+SFYvS~?MToD`lu;Rp$M`Qd6%
zQlG<fwqqS0GKUqtij#~Uac;T7b3{q$g}7IU!7snY!i0c@jh~y@qAT)BoRr&Cn3pdw
zeHqwdwg2f+DYhkA>dR)UDl9d0{Anf?JA3!mOF?J9o3{Boia*})?EVX%I^!DgtbeRq
z>w+Gn_!XYr|EhGuv1Pjw{X|?}2FWZ|K6>2h>!Mjj=F|Q}>zBBmw6D9MaAq1)@=1;U
z7q(wiLobJ&v|l+(a>}32Ob6Uzr@eo0_2-T!_Z_0S`2y6QGd(jrD8Qon<g&8&zpd}P
zUoEbDYGZexdh^Z~`CS>lH|u#E4Hj)}xGrY=+gT~<C~v;NMW_Cs+KWo_U9vf3s>DC_
zt1L3zwB?3IZ&)#d+}i17(Jrg6F1lrZsf#<pLtpz{>e1TCqSv>5-81X-{j*;*{AS4C
z5I-&VEvZW8CWN*rkAKs4HPQIY<>t>t{`uEap5;Axb#95D{ORe_zqm;Fc+81$t5Vs1
zlH;Kx!_tq9HUA`DZ%Po#6gDrN_a>PmNHIycB{BDtS%b(&-a|(%Jo8GNzx=K2yEa|=
z(ZalrP>#DV+5&F>dcI51%KY;FySxhp@6CVQ_TqHqoVMjV6q)|zbC$H6seW|6&^abN
z_-{h5P{{V0r_C$ePUh9JOf{YOziEn*%Ehf~au>!;+PwFutg7SUMVzwr%<E=v2<1y$
zmd~Inq;l%+u6%=xPZPPeG%6V`b2;?s0dqv`+S@PB2K2pAxOMYQp~mqAmU>rQ1eW#6
z@9<)CNM5CKBHC3{FwKk0AXJFqv)gHxrEF@KUd;Z#We?Mv1mTw)%9D3!z1}_l{nek$
z>}s<M8CGr#6?(G6;pe)8xrfzaLXJM{2!7=xST7hFtfs+TviMW%lBL0ar{6i>87w#Z
z|01=z`%fCubex)Yc~5M$+w@S@``@YN$(#2cP404(-+tlvuI9!k-<8%(I4#)qnCAmq
zV4=)6?lAkjso8Vty3}svx_fPvpDNimY5wX9eO5|JKmQ(x)%~e1JAs2)GoCxyuJT7k
zt;~c!adAC5`Pm*{)}B$8nUNgp(URl&?;7_53z>_?)}rFqlMe|d26m?Jh;93L{f=Ja
z-%Zo(cI>wEb8vl8sm{FGVom>J`<O##^{p&zx741_@;#awc4BMo8oP5v%cEaE?)f({
z_>9Z_2OKV63$NUsB6nk->aV4tg&dogzrHQIs(*4b|8mxxYu<U^n3sATFyEHX*nV;8
zFAFREL!AHi{IZxV-=piaRxV=mZW;D}=ejSczgS>0;rq$g{eMr~`roosX}|8OIlGT<
z$$$B`s<6-I{XOr-cT*lIWedJpHuKkgtN#<vsD!q^RXiAffBnaY1@ix{UGef-?9(2k
zZMmzfzSb+Bz4Tn%%qUL2*YhVtY5rTI@3%HaFC|!e_g6FFHS7M?oL;^(tn6Wdt=ZNf
zfth}Pt?INCjb<)bf92GixAM%9mfN2HjGmP!XMcR<?EGhM1YGB2-&R{;WV$#=<G$C|
z0K??puNEYo7p>!cxj}iwjMJ0*689eFEZh2Y3a4GsbA`_n)r?qoguO}l<=ip#=C4}$
zqp#mQtNncc_J97gc;0d>M~9j!5Pfv0sU_Ocp^<%0P6_FJyTAGbuS>IY!3j~0iUvCs
z-G>a9nkW2K{G0K6)hd;{XYcl$*|=);?$1o(E0X8VRB0Bpo8iCow`I@S+yD9go?rL#
z$79}EyI8*3w~I<W@3-gs|5xMN`?u#G|D5mryV&Y~%;(}Yr{#S&|G8NHI-D`)pT*xF
z^X>1gi<w<9Gv5AQ-KJ|C)1E!A`4{sy(%9r*&L2MBxpm(jSGC{$dH?y>OZn4tg+%6^
zv%m3w&g-Iym3|jKY<~M-H}@;^jPm&UZOKtrwbp0be=2J}{j`R&V&%PkzwPV)%(wry
zUH<?1{%O;$|JzWX_554<ZMpvA4-L$|KF-~G_~HKeM|W??|9}5q_21X)zm4?QU;9_l
zJdNG`#I~0AEcLEG4nE%1d2OlDiY5B%H{{+DUbJ^_*^z6eIoHF(4smbb{m%A%+xq@*
z7dI~Rwi3H%TO;y6Y8}gryH9^#7tDL(UHUA0+s})Sul`;9@5sN&9i_ZAcOTY0>DS76
z@#H#t;n%tQA6?g;v-9h$e`arNEWZ8w`YwI@??>0>m*}k7b68Ep-~LcppuK7DPuZC*
zmiy1$w0pJttoi2m+&d4hmT#RUADNTcd~Ws4D_<O|H?ZZs-tjL+`x=wIh1tvJZzdip
zedzMrc&5pQ`s{1=daGFDE27uO3+5jG(<Nmg7kkO&`Cg+G$>iOqR0VYs`*+v8c+vcN
zW46N{Yqh7%2i09-|9n}nMXk!|GDA7Xzq~5pKgZ1v-v3kcKYQML;XkjW^)}u%)D?PX
zaR29rgO-0e6!tZ+-CAe=m!bIp-|-nH8}2Sv-0^tTe(u{+QmbFPz73T~TYoa|ut4?x
zd~sIglXYkAExS80_EPwXqvm=`yQ6+QnDb3n!TraxJ+s0Nud+Q@@^bRo^z)hD8@)Lf
z=-%FNil_JH<=Hcg*Ibfb`{mw!y(rIXb7Ve$U9o}vZFn2c-oNv*#hgFd>hLq_Ux;s>
zANc##Z#hY6#%(!5KMPO%HqB_6?f2{BTd()*wN=(H51)Vdcm2nGll%D7^NSvLX8S%U
zy>L9!=9#?9iI9b_=SThA{rOjrgPu#lT^?hdk6PQ+1kSr3cKf0!BX{6g%zBf9$D-n2
z>6QJvX!d`_{`%rL86$R<)CfcQCy(30niC&v)hpw;8&&vbjePj)i}qd9bhRz5)gw>J
zM(#H&E8MI(t1Vojzrngn_rG%9Lbbn-G7qmgu=_<=esIIVJs+CA&z<^t?ys49RLSuc
z77P6<=lJj94>z&+{$|_%?p)*SQ>%S#ZZJR8eqWH>|8p^KwKj+8wl~{5maeP3Jm-B;
zrXA1mmx>!(j(uR-ms@MirnbN@p=0(fyMxy+TI6q@!C0-o=e171Uzdpm<66VhwwX;Y
zx4FvHe|x`a?>^l}e>UdddKnpZ=l9#E!PhQ$ZC>W|n#XS1-bx3zY4;!Ric&wWw*7GL
zg_oB~)jlLMzPWzY^yA`<>kQX;&Uh=ao7dUR;85%AqFYR{+ft6N_~68z{eGG6rE8^=
zd(Kvhm!G{WbAHC&lh@8iPOp9PfMs^p2Y#;STgpwZYkM);uAcZr<=4x(7kb;~)v-Lk
zpqe*dcC|uldMcxZb64E$3s2?wRXDx!)jhAt2g!Kvs1h}ga@^e0!YUhlw<Fis`LTJ9
z{awYmS=k!X&WbVgS?;PnUEMLycHb7)kpI5~!wMuS8)wa$Z@<FP-23n1e^mkV%YHuE
zK5u<q<*{Fn0^(&>)&D)ZFpcl($+h;q&ZfrAekZ$~|E61BS+`p6$Ns)ZMZK3+FAkgK
z8sGk^v02G6DQv>g87Gzfj&KEPESJANN#j9PeR)!<Y3788!kKruUh4~J=lyyoq#Y^~
zF-^vG!{>O{H40ZIo!HqF{&4@kN#U7B?M&hSZTEQH|0`3?{boykQ0A-mTihJAbsum#
z+>hh@x_7-nyt)NH$MsY7E9>80P*vO;W-+a4)hTiD(47GZx2@j(iM>?vq4;*djsCWI
z3~L&#j6TfxdV@iGlg@XBq}%*w9S$XYxSoAcl&355#t|ixZ&y#busT`R2;1-^o>+Kt
zyMu(*;oc1Iqh;q`9&0vQSHDkw%G2}J{HJC()IYD|;^CUNXW<Tx)8~1=>|Wve#z2CD
z@zlO<j$dX6j%<0dJ>Tw6yMmU?#lK&hZT+j6ekVF#@XpfY%Gk}aBxUx5&v~zQcZhNP
zpA^|EEnR%_na>P`$b{}&5B;{VXWu+27WHM{g4pos<yLmiUFo&OlbFmGS_@T2cWK{T
zyTsz}g>53|m86$uKE8fW{ARhwN9_d<wA?lKH3W7^SDdjsk*aBT?Te#@`1Y=kOb^z{
zY=6_~U9@NRV^bNgqCLt}zi*IPpa1W0^*^uwWg*k<Ub`#Jte70cvbgk$l==H6tL{rX
zEVkW!wEl#{?L_tC4b$FEx{_qs=Eb-zu5|0!8MQxcUnhTTQBXZHp|Fob%TVEM?qtQ}
z3~r;;%YuJDa`8KwEi-t3(N*xI%~CFTR>y*Btv^#Xw{>|)1jbn&eX~w$kysMb#P*mY
zp%Hv$8cN%;jl_2NG$*!OYV7f>DVw-EMBzB+wHsgblQ*0WsSCP%#M+Rh{HAYEqC~jb
zKTgN>IdgtEb$)Q<s=BIH`=M=t_|g(vsV`2tukLNgKK?ZA;8j1v^`TGRAKx=UoX>E*
zqWp~8NpUrc4`t|0t!(;yUDq++{8{QDiz9n(>D6AC#_JMtp5=pZQXFrqp;>ZVa@)aI
zPA^|S`g(50^$g3!j}O0GJSU~V@@<0h$%JL`1};zf`d;t0Q%noH_leiTI%1vi!9~m!
zxsx0pv*<4u(RqJ3k9h*$mt;Rf*6xERR6elza+&8`EZp|=!MzI?Tv^O{Dwd~N2kpDe
zD>+T2Chz2iDG9SP6SsUQ6V~~%u~j;1-6!siZ;G4avS)OxE$Q?+DC>NIvz6ygjMbL;
zb58#}z2>;%{rllTS9(w1ldW5x@nF|x*^35;#dB}RO%L;vt51+(XjS>N^7g@ZzB=Eh
zvr1nIy0k;7zqxXfY-)P6;?47R4oVg(^UHnRT5d9%DWtDWKfUpYx793v4lWh*Y3X(6
zvRNnH|8SjS$?U!dSCp%_Ecm|3eWs+2kG$9dN#?CHpZX@AD{8(aBh2A`<j9*T{|<cT
zxbker*E17urA++vn!UKX+<3Obn>*)n`es^Ytq4>4pna%ZG&7*{=9cF-)66P+^X|=>
zEIw!7+$Qs{2Ik+h+H?Nr{+zA0zj&_e()la2ZbZgTI5aIxLgs7oqRS3d&zXdJzBYDj
zT%I(MThxkoqV<AO9>?PK3ssqZC;ChYQr+3<&9XrE_=EnX2GNTSp8RR~*JCMf{~P8d
zpKkOQR{1Zzv;9=0$&c)%2ZL0~6@RBBiw5|ti``;p@cK{FqzN@MK5|akB=p1W#HAQf
zu_;}<Piwre`m>;VUU1NERjK)}jSh(Af3{tGpuC+?IOKEP0fptx6|wG{)e6eREm^)_
zY}x&$`_|6oSI^emZF647D|}z6&^o~2d(rLBx2r2BPy76l^XFgPlT*X%{>M+eU!QZ`
z_tUBO`?dGiH@~iV`hEYW-}nE$nEjbA^LBgd2R-8{Go|l5WV>bEcujxW#Tj$sc>aHz
z@<U_Ibi1^qYj1oS9`5<W;WXjvnH6nk!np67R<Bj%)=SSxUMyez*K1jS=FMdR_V-jS
z)aWP2@=6}yNd6%8<Z<^i9ywuYlU=e`HvigaDtXdp_6d$zO}r+mU(>t|t9rDSE4!?_
zX)|-y3;mf}S=&<P{}DV_G+EAzaa&iBx%9nA#h_q=q%}g`&vfoMP2f1q;xnzv(z|Wa
z1=Wvx*q1(-Qg0B<#~Kl}W8K`SkUhysvS!}Wo4y>#YX55cf-5&cK73>D`<e$9-&z=R
zcfVt~RmjhER9Et7caAf=&eItV@BM!6Qd@rUj*f!$9_IGS<5Q-|-CP>|<?NeZX*Db6
z<vf>mO{?OLjdQtLD>zr{kzvT!cZYuI-YWbge0%pvJqPoB-xe^d-R=q!=!s6(XbJt;
z%og~JO)c-vuY0=7er?md@AGSA?T5YM7rWHg)ai5dD0#e8TFu78_3Cy&;QEN0s$3r@
z*?BIGJzw(k@dlM;Q7dvLzS+<8;?F)u=Qx2iEJ80>SFHXMd+_&`Ij_Z!SXP9a-ab%w
zp27D;Y08#@vY8Es1P}6?8UKxGYtlNPHlgX#DP75?#jV+;XYAQEeR>Nn8C*Z7Q132j
zb;Km$%;iOPlZ7^IUN?CWi{iEN=zw4Ev;-7GoLXvL7_T&PoXL1@;pP`I1ubXSwDv40
zdeEXPIE&l#;3nx{KL?FDDN;GskxmK=1f&eF+-Gqth~58uc1y+eihDPcJ8$#uwO+9{
zc+w=nGhJsGkGIum3PdT&ZPn39^DEkPTT^7qn)gZaK}REb_smOn58#_C`|q|#!SlJ2
zj?qCWOKzQUKJg~sV7_Xl&Bh<|CaKo{(BIPj)q2gU`8@140*ekkUl61nt{!sf_KR-^
z4i#PBvwgN?=i!b8`fpx{M!YU{J2g$edH*xzxLb$xcJNsybWN~MKV8dv(eiXg<GQ`?
z%vZYYTM(+7$TRs~{{p+BZ~saIE~L(Qtgm3*=WcM#Qt6m!FxSZvxl0<2M|ZojT)SE?
zDSzJXM5Xp}c_o3(ytD3mMV0Dz6?d4XFPWO6WFV6ppd2T1=+y24KZndtb1t)o53XA6
zv1DSi-2d~6Nu5}cR&D6R)dEIIJiYnlbL$rhzbMmw)^nxJaB4|(i)icyp5{&7O-mOR
zMOd7XTi3fHdZL_v!TH8{ztfr%kNMoHUwp}XdeVNaz5BwKPT#V&K6z>Qee-#dzcQAJ
zZw$M?^3rNg?O&=><6?#L4^Nn3l{C#Tq-yP*+ve-O6q((xe`Ot3rI`4C)t6mvT35bx
zF1@tAP5gY|g7t0UPj{Q{dGY$T>OJejJ@Xga)tdU$24%P9ud@?XWtI}UvRw1@{nd7^
z>({kyzsCD&vx0idic9lfOV@Aur&7ZFd+x8v{cq)0+qa*Sy%7FOq1x~1Rk<CNOZlhm
zzRZ67-0gh(%u9ZmBI_jrOqV*OsEEH2iJW@G?OEt&vpS)$R)tkBosKL{P)PPW-|73S
zvE})-zpSg0|Ek_L3*B3@QFz12YwK<{9g6%Q8}1o4-Al>#PI2pl?m*pjLB&%uIPUP+
ztT=colS@VGkR;2LSz>+)*3*vj%#2J6c(}#Id(Dy~%LRW2na$hekt@V@BXHL{-P!kD
zm&|sGm0e>TVy&;i_WOgb?th(yf=`z(RLR_^*!-e3_{InA3Hx^QvVP|(HYmEjV^e6Z
zXQy0QSF3~fPCd)ri{5OX&ij(Rtm!1HgZsl1>s~B7a{g$##s_V8QI_*j$<G6<+e6-{
zD!ldoH81aP1@Fxcnbi4V{}aB>|15XgRQ9z%&CwHTQ`<fT)vj31B(~VRD$RJ)mqn#|
z%Z`O5E@<ta^t>&vj^onv!gSX!mzXsssGhF>@l=8LWPIb?t`A(lTEsqZ@AdVKTQ_@a
z%~6AMP5%lV{rObv?O&WU^inCeN^G{#e6e$~YOAAvsQUE#mtOXBRRx*N`jGqKqP_hK
zOUIM94$sjQ_vu!*ZJiM^JKpDTWMZ$6{N#(A^|q^e_peRc;`hm7<&61T{;4=TIof9Z
zWS?XO@5Gx|7EO2~6?NG0Nu$CG?$b-JS-sVmZlQAd?Dc~t0j$%~;;ts%7QDhKoRv_X
z$Iqq3XK#^`$@)I{ro`GTVSS^u<-2a*shQ(;en(}X#pd<@x(`(bTKF$0NV+`f`i3X0
zE&oFIr$&5AV_(g5=4W<9(GxQ{$!R{awfyxrH#|u+VOuR*_btEdrH#$s1;q;HMM`&e
z=c!Dby?EV^qXnmmm+!h8+^2Ndp_+5m`H5CP&F6mVz2~mrruTj2<BR4M$E211{^(F%
z__am(-Rl#w=7$TzX4wAfb(fJ=*{HcHD%SRSOZsZNZ%&^M^Za(6Q(*b%jd0cD-u%^8
zbB;gW^7XkvjgP{=o@*7c-zM%~WE!`w>`q4S^^4lKYkoLq^=^+*+;Z%+b;JK3f38(D
z#jo0^-;laa?|hJgZp)e9(ov5Km#)hGF}v)Uk@MQR7xUcbSY!s(EuETKB)sO#nq3tc
z-&3_eKRdT_P3|p2r5Bqtt)}YwKiPBpYsTb<l^wROZ=0>p28%xtn6>=bgeS$bmw#LH
zmFu=3t5CwV$xUvCb}KaY?LEx0#OXn`&w<|}N3Q(+tF~aKaLKjooJSYlN!EOqZtVGS
zSX+65q206?y{aGlYme73anE1-L|I6&bT?yWJ|mBZvAE>UTMZ$1P1LK{FC<?6=FoRB
z<W#P83*YPy$!lgG-;<|&`q=jQ(gz!2E_ABgS@J8+(O)_GRA)@4o7?h?T200+sk1db
z%@e+TG2ZF>KH{9xypz@QGT-mHd*V&hieIdoGG-(&>wPynwP)7E<ZsN!I}b2^_#7D7
zlvKTL&4t6M)qZS(v1SL3xvczu_fAt~Ol{*vTRWAnThC6ltgn&bII>}7=r^hLQ?A&i
zwkCgi)%B_+!aqJ&H(+y&#*MRySGv*@eyZ9YKKR|^;KFUM-3!}xAMc*?V86xTxmx@R
z+LlWnRd7f9?<q98CtN8L?7NC7+P)<G&(!_vmhC)WD%>5vUS^+m)udXF>lsJ7XCM1B
zS;^db)9Y`)mwP-3e&=#ST+T04_R^ue&u8CQA2I9@+{kfQ^4-3(?JTVpi#yII`<Sy&
z=KsI4g=cQc#je+<m^y3D=kUpurR@k#d$ztKh`G1dLE?mLq_s<^)0=5B|8BpSzfu0o
zWG1HK2$%131zJ9<Iq&mc{r5$0Q+*x(3!nU^{n63eZBE|#zl-nm3#N$lGq1`ERaR&J
zY<sogjgWvt@yms?Hyv8=`jcP#)1I35e5c>X{-}D)BcFLDETp(ssp}8Zt-@yy-EM7N
zpL9@X?yT!eID{4_RR3g)*pzcXbY4YRQs5+S&xz%3u~(A$glu~>v~`%QTb^k0{GZgp
z!TsvI%%sg%tmNHyZ9OJFhnY|PYW!!BC2JY9Q?3=P;#6C*<>o7n9L)uB+qgtlu@wG}
z++=xmKi7(5Dd%H)%7kP-z1-$pvE|iK@xprD!v1q7wkN+k8~*p~nY|H9q(xnB>nscW
z-Cy{<b+wsL;g6*Ev&F0bm%gdJ?NcEnzxe(9jNR|&9GbbmB6nUGpK#2%2OB;wGq9L`
ztzL2SYp##(>_YQ=%WrrePZ251?qKeD+sN$U@=2_6|J_y*DGMErN#A4m#df{AvZSkF
z&-)*;AI_{Pm-~C;ZNi!D;ar8zvJ*lVT36Z!torr4|LGdvz&`V$YxY4OJnqf5IPIbG
z-a6{k$?zp=-#?Un`scyBiiz#X-#L08`>t*|+IY_VlU?^i{!e!4hn!RxWYV-sWi5N3
zJ>I$N&%s9TBFnjT-Fw6>ZM(`R`l_#Z^Lo*R=Nz#&Pu%+L^M6n7^7-<Xw(sBk-SdrO
z_w>Eu+fCET!`<QoBZEGg{+79zx=r-FoblzZpwt!L_Rr?$f4%$j%Kv}se_oXNcl`GM
z|L^73HvWHo^OVh>di!51qY|sHuW_~6&vdWs9ru5E{~h<*S7q7PeSciI{QK*(&(B^r
z>#+Y>b-e%cor_<2>JNQ=w*6?;{C3NwUs>i{|Ga8S+rymPeYPHJ`On>n`KOauwyXJy
zTb7dZcArGMi?3RIV_uki6q&5aV-<JNazf^6l}j(4oZ`rs*J-_bN~i9Ng7>WNuQ+GF
zX71JTKP}PD5+M23y>)7p*5ygk8g^6NJO6U-VUXN-Y@XaJtqtcYrT)6_{CZepRlRzE
zj=-*&A+3_j8x$ip%w_$=_IiKvgzCMjZ}`}bUg2Zbjk|Hk{_Zrbk}bd9{d3%UxW_N?
zmirebi-d)NPcOalo)VI_ZpJ+(DIU$0HcYd=-WHv5<&#=Hr|GfBQ)hm$Y|)Eb_N~bD
zgYuLR?`J6srn)3^>9}oj<()FcwtvBrj_{q^Cnd)5Jp7lNFIR7t&s8~VzGb_@b<=lB
z%F<SMlpZ~jX);{<^O_7(fqr;$u{>9P7?11>w<fz(K1a1qF8+)9(Zw9wQe97PUE^rx
zq}qIc;VPkBwS0^^Z~n<J37%_jom%y1nk9=R=Y_43S(B@u2~=eFJym0qyJmJ`CBKE@
zS%p{g$`8vlF}~{i-p;q9I&+cGy9pPSKA$S`dYG8a=lG6g?F1ix8M*n+1#`}yzG|z(
zc>3tR4H`8XCfgbVyRR!apZZ#xnAn~$W6q)d8BsiMu228FZ-W!V*Bz$$Z@5<*O--`+
zqW$~OGhWHgD>9FEToEtZef)yrH_wG!)e{xAUKRhA*?4tZrq14lW~=}IDTt47{2{UU
z<K16}+_<dWw>W>>c4(UZ|BJPWuJ>;0=3WiW-X9))qhPY;TC?LOp$AG=hw5Bc*7^Tq
z&$bP@#eXVu&d<rJ{eAPh%+7!BPj@Uk@~yWgBlTIn%C%pr`6oKo74H&C&{V$l@Z7#S
zXEzg5>6;n;pH6lBd)4!z?_2A+jyCs6dLev<^`UMiPk)_cx%w&Ec#&kahVrcEYBK+R
z^t{;icD}3Z)NbLGF8dO97V){2&6%=$$v%@?vskb1Iyo)-=6ny)Z>K~r8=so27R1^(
zt@q*j`5vXKpNH&N5whE_DbB(Eq`dNS&nex)E9X78D!m%B+&?k$w~JdH<LOi1o{4W<
z6L0$Vs?A!vXxr(L*QA&4jZ2Fx&cCXk6ghS2-w#{D4{ox{ytR7s8n)hTCZ}sz`GPNO
ztY<nstNQl6Lz|wtEsH<0X<O~<ldR8|zJ6u?&en2C>M615M(1Wc$w+<v>r=*O&!ZMo
z)XnBEIrsnRxo4B>6f{|ND@;9hpV4;zE<M{{&;4z9Nz48fKbOq^cbo4<O<c!2*YkN7
zHc#kXz2RxUxUF>FH|-aZ*Z1mIncX@0_)AW#(ZyHBFK%k@xN%6g!|dhF<g(eW;{7Wg
zKdI*a@}}-ES7>#`#>AsjHVVwI-;>y?q&9b+>N15m*_V;ay&`kftEN5RT~-?6#(e12
z`ki@6GjHa3O1%gT$T@bbJKMN$;>(-K)9<}uv+eebHu2KBy!qV;E8EwzXUc5JVdpH@
z37*@!```TV%O!pJk&fr(CU5fi_f?ix``I5yS9KHLnhmy9)4aadyH2ra*c81&?#$n|
z$1>BU!#Xx{gy=6RNwZlrabD=DEz5PgcYpD#DtmEmcUBdf?eEOZ#!R<A&zf8K<JV2e
zqJU${n~lRx_bx0@`q-Q_r)}@~#T%6N)s?wf`^Y{2$NZzaIxRiq($n*E<~jym_g}1k
z=hsi(FGtH~%x(N~bo%*oJ0|aw5SLz6?>6zszl1HyE3`M4sl4!VH(9Z>${<QCilg^O
zY_U-Fggowww+UOc?#=7GWx(Q_7`AGaQ+ZpAr3CMt`)RQk)Aqi&+kDaL(`%<<IYX5V
z9paJiq<hk=oA>lM%k&(}ojlJ{Vy*1-87Ds^-m!gjE&lqx1?le{OXbh`{adQ0WZpM(
z<6E`l<7uh!x2q$z>Q^K%xcX*mM{~S3G+r`2|GiVf8EJ!AwMiS_y>v2omw3VAfYLk5
z>5*Fnj!B9fH?+IPd7JC@Vhd&4<?4DH<6=!_iyCXpi(hY-)+e30);jmx%iPHR=gXSc
z^UU6{tiHO<ce>1)!(S!Mg1q#~KU`0{;nV!_&R)^m_UkuaE8Cmex$S3o`L##p)i-8!
z8J@SEvDQk%HLUTi#KiUQR=eibnn`7+GCh;*-8xH6>8XDHn$mdNLhJHtS09JI`S&I1
z`^K9;lK20AwED*1KgVlq?x%b&Xcx9gQL|nz8=|pLYY|72QHI4Dl}jv6pAPiQ+re^O
zblywP?iT@~yH>MQB-}f6v8gtoEywZsG|kmQ^H#*_ed~%`D0pt);uGb+TiN1X88sN*
zI?KtuC;MQCqv#2l*8KPuBaJn?TaI`y-1fD3ljh3*i{C4_?#-}r`>=aI(~W1z8XMJw
zzSYfE*4=d?Rdd&)@QcSMb@04VZF{$~CpqEya-L0-T_jIbYTXIhctzn-{sb>~dFhzn
z?K$BarTrA|T`>70bZg>9!M%Mq<u0_$^6K``2wJaI^NuyNN44JZhOz68*RIpI3h$R=
zYHM70x;ENy+a?E1qc`#@n++1&r?5`3`Xu;OdUov<@sfrqVqRa`&c<2Fsx6UTFzb@w
zF`r`(7ax{uO#P&DRdMFO*5x@*ufN{&U6oJ%V9e{d9m4W5(|+%mvF@eK-c8kO*6&!8
zbJ`@LF{{g=e+HvZ?p?!G<|)y-Z*Di)zO!x2`08g+dhG0}McSu!RZ8D}vul6MUy;eX
zGwh~%adnpLU&E6*>q|FBXthG&neG!@97UNfZ$n-#w$Se2jt~BD@#(o=&W9p3r*8kM
zI4$vqEdT3!AKpw{=cY09_VGRbExfl+{gZI|slD#;y~k{o-Rlc}ze<?$K0<fHzYE%T
z{ylHGZT(*0*I%2&rhf(g5tV!O{eL{=<YxMI|69xMb*6RiL_hRo|H{(5(DL|e|8|iV
zyYBHm@z?lnooB`P^u6}?=qWGW>wOpgE1#-Wb9u>ETbqS<&U4ONKJE9;)(^F(|4MoJ
zXw_%zjK5wkzwOWOFT0Q5O;hCQyD9x_o_wR!&eOSaC#F<g$QA1e_^{+|_C1fF_^U_f
z#(j41x!@c3+0Oq+YR}1RwS8_?XVrR|uiq(q*?cPd-A#kart5E9Zn>_nJhNeuLiY)t
zeLpLFpXc|@pHx<DDfs<E^rgJnUyY3x=KO4ZeL3%H&xYm8?gm+1yqdXPVRkW-z^yk4
z8Z+2hRHA>c+WP6|nk~^DoBqz(a@#Jt-0JPN$1_9um)#X&|5BQ{Jytee(`UWNvMrD9
ztF*3M?Y_igpVGytKTJc^o^BS3jWjgX{#4nyZrKc-i(hXXoo(ClaH_)WijdT^+A2X&
z{MXfXopNEB`eK%E*3DC0Ut^Z?1}&Z6`66zS_Rj3~*TS*=IsRPp9!_%!zrV)cyX0-#
zKjYkk@1vTou9^RnDSConeMu^}(Xr!`e!DA)ZY>Ylu6Dw1VcF?>2PbE5UpH5wI{59h
zV8=VrLdPyPm5B+bgl_JORzLA8C~k(rZkxkTas{S6-&57}<_-5EgX&*1{djn4TRAu7
zM%|k!GvV-WmdMLaSM?{j9zBw~V7uB0vmE|FQ=RRMwlVgO-(Gd?(d>R<f7Db$SMN{O
z@~>ITuRfXZZS~x1mBzMr{JNR4;;;L?-j&I|YwoleWeIh^a{T{iEq4uaO%8HMIQQxL
z*2`7X|HyCu;m6f0FTLjVywrE?V(-4Ox@{7z<7nRdHrcX2`rLH`0kykQW*0Rd9NZ(^
z;lOZq<@Vl%hTKB4<oTA}-FVx<t)e!mef~Cw<xLvd-)25LSn}s4|MAB*Hp=y`TiAp%
zRT<wVs2Qt9i~DeWP2~w(KTDj|*!J4fi?;p_S9Yctc1WCYP%4z4cj#{w*Rf>+Ykw+b
zBz%jsO%={KWzKzCLB-?B%o7iP-Rg|auGw4db<3JnKsf8u;<-+%t+_44-%Sr&uv*IX
zB6Bj=il34mi@gF;{CVf>Q&7k?wKFzOdzT~kfBA*)Qv~@!susLAe)=!^#qYw`GykXj
z+NXH`xBtTT&y8g-nd$%f=X!tti{D?W<2~-5Ki*%R^;^6)f5F~a;<ftx*Sq)q|MA-O
z{_>}Py<b$DrhQt!=>6|w8#c}p-?I1iFQtDBlapL4U$SsJ`z>D6x=4s;$~D%tJpY%d
z$4+Ff_jr0~=knj{*y|fI8+X_3eP9=O^=)0j>)lOiH(Iko@88W64rtM>{d{efeckrl
z{oCq4)&(a=3AL<y7w@x{lR@fedGi0H&%euli$CvLAP`;gRezay<i8jHj@JHO=5o(E
z<IMknh4bI}eb)No%=PQL_^(Eh-(szGwb}Px3X6Ep`!3A>#m;kMibls){}7!G+usH1
zq=jndgl{zQ-7~rE&jE?$d)GwR1T=TGuJ|iZ|Dr{KtE=_t<QLNeq~4vFsC!&yW{^!~
zh>o^amveK{!sq)!H<mm%zQre>y7Bb<e&1W)mRr02t&&`-x?8NfaOd6W!CS7%+*|uv
z`IGyh{eCM7YWgcP)6?a@&Y1Kll<WGjMM;Yl;xBD}W+(e_kG{X=tEaB4@m${}e?B^*
zwsUV8|H?a8EuI+4n_l$SHaYWX7vJ?wi-Mgk*4ZB2SE#jf<y_$<YZNlB3x>9G_{!RE
z+FSJ}A$MDN;<~Jz&-Q2^jd}7R_G;-(f!lt6cP+Upwrk<0jcq5UAIe>D=&zaLEHA@+
zS*dcKLje+YWt;a4hNWF?Dm#DU_?&%bRPSnO|2BWK_v865$3u+IeK`8`{l(?$jhoZ#
z?F0X$HZ^l8ELplDMD(zf`j)=V`CEKXoZyJz5w~^v-~1}&_NJMuxYwxFK5KsTS~${X
zhl%tg&X%IO1x9fx+;1m^i~lXHJpS)kr1Y&_kL<qgPnrK~*1p|>hfW{;BlEFs#@_w4
z9qc@wFAmzL9{ZhqHG7u;d&C0!{oP-0yEIoy`4?DeabI>X(kLooxp6=5-wK(o7(dQe
zlEoTD&1c<<HHyRz-nA5YbHB!oul47y(~GCRpXPk=`a!Mr|7xV;YfJ9G+n@0`nEhr#
z7K`+KUD2zR8_tSlZTsk}bT8*|^YZ$G$IgF~b2@m;JoqD@bbV6ucF#|hmyexqTD>8r
z@V52MA2&bkKQw25!ejq8YkAi2tlRcc+Ozm(QQ)tywq|vGJ)4D&y|}!ucmCA(5BK+a
z9zDPPqhaJ1J?Z`Doj!A#{k!nz&Ar)@Cik7ff^r^tr#_wY{=f7ougeSWJBF2c?%9*_
zbibDN_TMZ1`)>M_8+zY!!ei~0|2rp6`|bSWG?%^MrB7TB?@MM%9{W7WU!Jw_^!)xv
zF^PlIw_f=C%TloW)koG8tMuxM4&CRzoL-tsUbbAhcavLhSLiL?nhR=4Q`1&Go$bu`
zYl6dN31v;^C0q+8&fLnf<wr}Q$z_R&%v0hWnVL0MpP9VS=<4$c{f2M2F4RribZ@!o
z(W;z)BY&$VyZucm&R~!}@1UIbR>1cPTON}yuSs!T;hinAozG|U-MLY5?#yD*6_VDr
zlaAV5emXy@F)RDFX{D-u=z?3nLvGxUXuQ?G`S|{L-h}Xn{bjFLGrn2P_+~F}!tcy2
zkH4OZ<}r_tW9FJ>TJ==7E+)b1-<;pY+Mn!ATP)N*h&tIgm$wM?ep<9MOtU3o^4!0g
zibu?Ye_70#IqzWGdb`{ik0&oXz4Pov_2OSSs=blQ>}RBtdY#lw{$#D2p||{#N&3Sp
zZE`l|GdzD^e!64pHQ&om-40!{IXdy|<>fxpPqXV<`JcXjJMB`+7Lj!iwj{eRn)&3=
zf)_UDX5CM@=$dUVyZ)k80Z+d9-?ClHK4!{VC}lr3N%j7<tz(wHS}vcJb*;SBqSoYZ
z&Bo6Hw$+C$n4g>N<i>7xM{z-|ohpZE6JN61v*fmdyR5Z|sn%O}Dr&r5mT-voUV2;u
z$HcpKE)y+NFY_$;+T;9wc7d_v*Tqft*F8UHRVHQ3=<nOTdKr&lb<yL@Sv4V#4c1@0
z(|)|!dZpI9g<RP&8`k^$6}h-ZvFgGNwSX5pl#b*doHzM&YtxOp8L=KmS(cts7Pa#I
z6`%Vr=;j;Cn>VJP&~Dt<9{y#H%qK^_h!>Wg1qaIhor>STDlpa4R=r(MU%2ev8&ChM
zFK(C?|I^@Wi5K_bncCI$Cg{9p&jvZ`eJP^9?BAH(KT~{I!sgOE7m>B0&1`~aX1uYq
z-1s-(TeY81{&km`Zfg7<%{5!3WfP<SS<J2W3yONbzT?*=`OUiei_SE99^p@0wlHVw
zoHNskcbZIzJk@@qXwsXPi`14sRx3UB!)@n&o$D4`_?JCT&zb(--L$au`wHd1QSbDM
zD!eXxnrB$@6&Pmk&*r(k@K5oglVVTvXD2bg`LyoW6hF7mO6z~|e|{i%EIxPgAyFyU
zJ^veeJtj=NWAm4TD{`^Kw$QUpvEdv3UHED4sunAv81Ec2FY2*cQDLm`1W#=hZngl{
zAMAU#=iWCod%S(6|F`y=c4og<tbfjMYwfw0(HrK8=4_U{s<QG(@P)eEI^#(vIQmO`
zkEccyiN4UkD11g#&S>egFN@!pvIesKsdd~bdFNp}?+=-5!E3uJ+I*Sqy5BZ!a|pfT
zXYyd?$DJn|p5K^i_F#F>)59N3nD?dSy}Y;Vqi^b)*RzhjH<@&PpTGC|fZc{(3~Y>h
zuD`UE{4oEL$-IhL-M){T8TBLh5)Vl83iDKK4ld)ZxNBnfJw;=a^rl7g9=OOyO5I64
zaR0K&yr6TF80}M({}@*v^ZqHo`(ynpNqhP8T`Q{Dcz;<p9sM02wYEEY+0Fdj1^zr@
zlR54;zvB_(pYzM|Ll=+X&TCCaU$fVTZ}_p>ceDLI+rzu-t@l1E{C@OtM*aRrg&&*$
zm)NY!m0CVY?wZT*sl4L0>v*Oe*OG2wHCf-kewBxT*Y@d`3_h%CcMw?+u(9CIVFlTV
zNB1e-nIkZB`=0dmt8yaDp6g4tYi5OXyoeF{;wE@j>eS+?yu#6(79X6KW>2yWEa7^d
zyZou|w=dphCk`)H6<;;yk=CNSZkvtFHt_CVJKNlTLu0JZr`=6e{IedN-*o#8L;R-O
zYb+O@T=#Uk{l%Qs#Vvf%mUX$iHaMTmIURESaa#24Gj&02rC%-{zIybsNB7oFy?mF&
z2jlM^<oo~k#*d7-lDltoCZ2k~tj4Q!<GBwDE@+>6&OKM6p!55x?v?HL!%7R&ySLqG
zp6&A>rlqhcOwaq;%IG=YL&W(b4eo}-+B8+1Y&{~rx?6K+Y&iRgSDAsad*XZk&Uy7H
zW=)^xtbo{@PaDqG34adIjM81z-F@xj8@D?lac>UoebxN>xN~QR+2xoQdUsTGZYS1y
z>RV;({3$MbWzP$R(vY<0&GY6tL{<1iO?-TX>k41MxeLs1k8is4=guw0;t4y;4ivo=
zXIZ_<F1;oC>69e~y)(W??A-fz#+mA>sJ9NcL-pk<PJVo*dOW_!=HEm2rTKMy@7Yu8
zQtkE_$^Uu1{!DxLv%}h-6))S=2R=Kz`@!}p+rOP$d$fG{)9K;wiX8Tpzbm>Oy`^5}
zl`~t@sr372K&Kkdc~FzhUG>74qpweQQe;-L-9FQ0Ug?M5ud`h9co*ZoEWXvVy{wBP
za&xP##MoyX%6jnDIpVG80fB3?-rRY`yJT0}y#~2MR=w6U*4}hToZ<EFt#R9iTTH!P
zj}P2wW}TCf$Hu|?{ieEMIE&hbYoYgQp0b1;*!2EOrf|gc`|_2CUMl(}m`?Av3W}R^
zAZvd1X8rcw{(@+;$fMmE-)n^<+^0t$>RD9n)>t2}Rr5QIw?<?8x6m`cSdXrm8Z(#c
z?dB%;h?BLuSI(Fkbl}wL8K!zSR?qla5N?=#*8aOzTCV4cn%_y+$`AhE82hSy>HmMq
z-=}NFZF_yw-SUOsRO@MWyXw+jMxU84%*A+ed$S=QgYVy2SFX&MxPIGeEy+h0>JO`J
z*x3`}Y<IIwd}e7z){iui4EJrz?;Nu^(L39rD0%V=<&=H~o8`+M&UU?`qie;h6sc<a
zqN&S-CF10~={8o^#M5G8pXc7stm!>{{+qu=v+utB4qeBOoi;hNy2E9n63^uo3Wkp*
zn1k|qf6i9qUYm2}B3J4Q{&3srJ49av8f-qt@4W5Tm5;5gr~8&ocZ_AeZrWaUqHN)Y
z|4o&g8TT);|IV3sZAO>B<;8E)+4u5D874~vY?`NbZtDCbr|G5fWm8k^-48#X@T%yo
zO;Op!xCMHKh9ROl$C6r0rwMDmd75x1?WfQ_i)OYvIc-53SbE>4woZzi7r1}Ftp-b6
zs@YuUUC)yy@8^y^V*7rNcb0m~?IWDxZ@+9`#FV_0Kd=2CpLMJJOsik4(;}XBmG&H!
z5mpw++qkJk{N?^CuU{OOUEbR8+*}~DFn;&@nG<*G^axzu^xE%`rHn$Br={GU5cyXt
z3x0o#w>L|YtgZXgWUS_#5<k^$<;6><xSoGxu==pYL9;)}aU<KwvfmSI=jrWZw(h(4
zw8F1uZN&Q7S8LwOoIcE{^;`Jy-KjS;7*8eaT*dI>!~8cVkI##5e3Lr$vdrpQpWayW
z<0>J)pY$DwzWk84IcvUJV#5a+;hxZ^=0#VJRIK^7@Jegb-=gfpGqe_KFY5NX$h`fK
zw?f{cM6)G~Zk(%YWl9(K&6N0f$9%rnif@&599hNzKO2&*K8tTn-X+;INpOWbQ^126
zc5)3#(_D^Dd}4C%_+yW4eF@ypU4B+S@^~y)mM?QM^31EE3%`QHj7nM@tDP@2mgw!V
z`BJTari?A%Oj%jv|2+#1e|aY5^E~Xy{7HUug3G#n-s;X_irI18;zb*)<%^O>b7tuT
z&#=5YGu7~a;g8RkIu*YfE)nidno(1}-*RrnyZU|U4mRr7W50Y6joim+`)&qXQ!Hmr
z^~J-%72hJ}1Z}$$H}UbABK}80)~X#B8lop1x_9LDrNbGEou&$i7w!=?<hybutuuc5
z-RDZP=bP?(aK}u~Y|1f~=ZSaNvNiTdZF1z9@Vm6xpo8&fo#<aZjcxZ2+<d_-Zo4?N
z=l$QxnWv7wtLgl8g^!b4!gk@l;t!vrr<Hr&YFk_3dis;0_Os>Nb>7e7kWGqPx&C3Z
z?rGL3+>*@A<^HEX@vy4Bbpla~oWGf^k7SF#yea0%ndeJ5CDr!6wFve9^Z%~M5z(5%
z_x&9U9K9|dv91gh*x%h$@q5y5_4C>Fs^8Sl+IzdkJvnj0<cnhd-2?#^?~X^pte+#r
zbTqzx2z+&DY0rk7*}CEON6#LAc<8R$fy(bW`Jx;B5502?zg7Cefh{GAE8ykg8E!`-
zgUow*WH`O|Zr{}ZOnjG((S<oH)uauSRPLQ(XxG`D?)JvcYC-lZ;oQC9jL+wX9GJQI
z+QI2}^&d>>d0E6>pUs$l-N&CtmGjw~iB5mkr=L5vHoeX;eSf3n>s#CN_Zg?JpW?(G
zui1K*SF^Qv5#PMIK`%IY--Z4Q)ohJTzwuu7t2%3s<ElCPAIem6GRiCX^6T~dQ@Zy?
z*zGT)q(X)9dNskP8|(V_`rmfHuzRWFKM}pfqSGhZ$If)wVIp#&F0bX;vF<q@oq?y%
z_S`w0z|@~DC@Rb+xBd5gh2mg`++Bx$?w+>bMdyOB`ezsJd?<fw`jb7^_RlT`$Gw~j
zlI!MgKFJ)+W~^ZyKV#<J+nu{VXKG8Iw4C7buETC_Z;g16ynjWWeqB!g@tyU1cu($P
z;Y|%yFbUhr60+z}pUSoLrsO-SI}iCzTsre$>c{D8Zb%>7TUGS%%a^CNty}!U6OUz1
zG?uwh6Fl=o^o*VFciuXdS5mR(_8-R+pTDir7j->w%esEjDI*cD9c&BkhVkWe$jm-0
zm+*P=_ExLE?{Chp+bF29=<6~8=C4TxWh>=ZvhR*R7JlxX`jLr@vObkfA2S~K{w~~R
z)c*3v=E~24%YMH5tFbCE)BIK0QzZ%BC5lJS3qO9;nD{77<msHGCoa{_JPi6fZ88OG
zQ<G;Z-7>rqF7m@or<3Doc1-e0Yreo%4<(hoex)9HC5;RD96!!jQBc)>H1qtP>uw8}
zum9Px>pQDE!w$72HusfYSvH@KDVZ*oHGB5UV%MqF9<E=j?!S1Q_cuR(R_IMohlV9t
zO3u3Ij`wpBhZ5!@AKAODZ?C-DaIf&%g2r=w5z`CeEgwrY^JZzt>@4IDerU;eEce-m
zhkUuNyA1tzWt`k|+%%E9*O%+2BzsbJa?rt=AGaLNee`}%&fqiOuu!*}k>OU-?Z`_r
z)=H*q-qPvRkmK$AhgIUnqyAK$l+f9C6l)l#TBs;A6|EK9*WmSjWzdXS(?2srF8;uz
zb#%pQ_bIoJ@I2&Rq4fK>)^?M$Y_nbL>Fa#`{G{gY_$qE-<-6PF+DSu=#S6J|mpqzy
zL$OLIVo}VLcK!Zj6{mLP@aC$vJk~dSX=;BLnV;*7T|RNI%a`xM7i%X8@NWDY-jy*^
zk4<~d=g&L;*Na>f_T)GqCw@`wi^(^ki{;%JlWR2=6|3G)R;m*2RI2hyv-~q-Mdp*m
zWu7j^x%`3+_8u;WCH9yf{~G(Y<nrUQ6K9oP?0z$&gjJ-e^M|9L`wHXragN*1R!NJc
zOgWjT>+$Q{OjFJ;JT)TAqqU<{1r|;@8M*3(w1O1FT-#eSYYHaz2CvJgT=H+%jib}J
zPU<Helr5i;#3Oxnfm2-DX6JW@&0W}X_{3DS-iZjG*j01c)%;+oVWh#w=3OEVY7$8Y
zatfE{y<s;r&rA$9?zFis^EqSAs*77sEaF_JkrePyL-N+?TORYC`KC2bYN`9HvHSBi
zgPF-<=h?G2*9mB!tN6Ths;q~e!ok8bDQ=ET-_<T!M<2fRb5GgZxtcSa8apmozS-Sf
z+OZ{igTP{W;g(MqE?zwR=k@Pdn%9pinw*jO`rS0pXCqHzPE4SkY{VzO#2w5kH$`r)
zN@_fE;i7;$dtRfFRiNq5&#(UW=N=IMah?Cn)|i%Or56~Dgt<x>7QTD2!hVmThTe^)
zq;Sh(@vw}R-uEw_+_$|Yop){Ox3w1zXh&YZAF%)V$@%5An>bZ=uV*q5dHa?vyUoC%
zBV+n`kEc_*s`4|PjB8p}-18P*w%z&vx93;v=H={dNZnuOzVuh;HupsfV|0>F&$RN{
zd{V7)j^Ibmiw-jPjQ75M`+e!Y=@}DJ9T>Wz%p{)`aGz7?IL-9x*KMZQDG~FmboI>5
zoW8qF-YuLH&L|tM@#VK+NlAP4&d!FXU&0>vF{jBUz0sVm-5`8z{r>wKV&*R}zO^Y@
z?Lu6#@Irxoht@Q#^tNZ8o8|O*L62BoW^=#^n=?=Imdh*guh4kCB2%eoN4?I4*`L29
zdY6=+7TshM*&&iva4AjgzvuU>ft~kUmz0VJibn_4O^NQ>@z1(5OiAfhyRXGF0ST$z
zdoCRt5@HU!mn#=8oftQ1LwZ3#dAM@Pfj^OkB9dlLbhrK7wXN()oojeka?Om%5t~f~
z=log}-N`4LoVQmrkT0NRgYKi!=PMrH_z=JEQ1gbV`POree||sj@#OdYSMT00v%0)D
zv%mUeyMunxLYcM)yg7MKu5;cyuwtIxn+Hmt#1E|w|N80;Z`=x{i%->VZ&j6ksy4@5
z`uJu(t|iZ|3UPhuR@J_A@W4YaNvi~*euW(=iu+bQlKk<a<KMZLYoxv3t(@^8cU9@(
zrpY#ON_TobM6v2GnVqJ*yNp%j2;07-b!rxOZ91PM@892k{8xLH!A}Q=uyv{3w-<<|
zKVK-gxO9r~e9dh8lq(J2&c!OR+?-VA>ic_lN8EG<)-dzM*Bu>8LoPMm$&#_|nibLH
zC>FeFM($0uiV%;7vcg-9f_4-zly@J@p3tu!wL^RU{E1~|W%{i>iPB1QKld+8T{YV~
zA?0>hRGnDR_afP!iYZBFULRlc-Hp$8kw(kQtClOJ{oXe%*r;I^ew^9N#VdD<jFec=
z!8;0@pDeh1azXw~b_KV@8=<EPck*#vKg$0sYXg()DXmq!$wgLbZ6_Xi+x{$`FYz$4
z`&ajZfa-6z**v0NPd+TZ&bqM2*-2rB1Zdf^<59mg$JOPI&zr?J`%T8CMwP0ich63`
z^6<II9QAnL$H!TBz55t<N93^fqVw)HJTq?IN?)({=fa%}%HlWUuU|X1P%CHa-H`fk
zrwbQyKjBE;+{q&r*)eTlf$^gLH7!yP-8$KhMl7Biy`lB<)go*0H%k&ODAd%}$7!6p
z-`2$1CV!`y?TOy<BVJu^st*>(ZM#%h%*N$(yl;Q^tV0Xd<vAXldyvCq$`-zx^QHwT
zh!<IVx7?bzAmI>~^zARYqGy+Fv$Jf@HRnI{UgALEIr-DQ#uq(OCQMY)kG!!$`@*|h
ztv$9H8$5MYw=1~J3DSx`H?xal>z)I>vET2lR15yTKxF<)X={#Sn~XR-*2Q(4O}3nw
zV|+F|ZQ;>lLC2!?t3GoX9B)(C>X_r?p)>pIgrZr0Z`_c%x}@yevxA3Ei5as!Z1@we
z$MU85L;e|$<d1w8PbJ$4wMRVWmMr%Zy{Y~6va;7Dy`xq;3;(Z|x8XRDqWZtly-oTN
zvu(cijWy?{Wh-{b%`m>M_FG_E(}xQ6PZd|!2?h2}T;$9g_{Oy5#O8kumo`~ydgdG}
ze%&%{tMHZOEP_Q9PefgINVptu_@mu1VMD!Ehk@zy?It#l3%a(Pe#6VDu`?#c;jLq*
zwd!myr>+vg!Yh}G-Y-$gJ#olQWu9QuBe8=ktrn>meyO?bG<~nQTJTH93h}IOM{GRL
z_Y|G%S}W#Y!0>A6foESWIIpU`XoxJ`vH!UbTW4ge;{sEkOWrf3M4Tr_YCJrU*Xwuk
zpMKTJonddeGTYXt#`Mnk!1Q-%kWg&q&fM1z_up9dRzqykmg`~Ljjvl;iq<wSWmcP$
zb=Y-P$$~_!&HB>6r)LE(KJ{*Auk*#j9>;&{%vt*F#f|+o%h+v}F|mF4UOqFcNIOpN
za{6wcY0JN+>RtXM693-l?BVlyRblt8Du>PVIJW;#z;CJ5J~QIuv!}!wUA4QZ@mTND
z9qW$*ryb@cPYHB?%DcG7`uSgGH_5B1Q>S%r+BA84{*=g9M=$pnRiD~_Lt}ROlDTqk
zW)v^x;obZ5*`6DlDl69+@|9WFZMdeZ@$}Jko!yD=gZIS=EAvX~7Oin_<C}2&{ohG`
zQY?wqTuv!0QOl*4HN_w8=~kHPeo;0m(YfcC<(auxOt*C``21~K9pmDaEDYDHnNRFI
z;kU>2*@XZjD`k~ccTU%t9-AkzCs*g#?eqTKpFiKQeC$#AP-Ms1<Y}=YQ+`hGi##pm
zJ7<sIiJ-j6OZy|W-&O8k*OpZCamG)}#$>evy~)qi7d^YJx9g9B>}EsxeaHK6+KKf=
zZd3AOtT|@*_*k^-x8IuK-yT){n9=(@|5|^}`#KA`=MOUv&*9qAwcsZ2UZ2EOb0(<y
zT)MLR_ly9^AKL@0s$%b4I+T_ly?M^wF!@zePdqzRyGMGO+y1&0|2UT2+q_<6cI+(o
zIo7AXoT<-AT{7voYS1$Mr(vI$1h>>Ma-}$$MSguC(=%~?+4aWixXPgGTjIX`Sk-Xi
zMtle(<EFpz>l#jM<#SwiFOKoxR=$U6ADXWz-I*KId?@?Wi_!og$@8llUd+15mbib*
zGv=ttM<2Ic6WRA^z5JbY_BxCIf>)O<y=d>4>$G~Ech+RJ_cqJSJ_oFHzmisYW7?Zr
z*N%POH@C~Z%4nl0>)Z!fCrUTYnxLm`tKXHk_vJLM_($y7ciRpLZ0*T9vCg39)vkHz
z8`*W&h5X8!9{T%0P5g&G2YH#zXTHp5=2*x5V$RW1M}l9d&D?5Ksd#ioUZmI=hKsl7
z?B{s<LL|&#-r}!}4_-|>^sw;Ng;%W^eRmkuo;_x_J)J3S<={BgK(LIrv*7MI?>S|P
z_p>|7rmoA@y6LOqFFt8&tKO1nts+IQ8_rfP`Ivms?&^E*Gw%-HGvE16KSn&=M|!Sm
z#9y<?c8Z6J*N0vxy(aNeG%i~26YE3M#(zsMnkF;oxnAG(=V1Gy>`fn|@|Fwlt5)1K
zE!b4}{@1Q`XZLLT?^3e%wOaDu=f!p3@7y{4t9$ROD=x9?V?K9tWVL9Q6s|kDizUKe
zIUqdV#@*25xzm+(ug{u_uXxVs)&4)k-OSLFX`$d5VfVA|m(SFY^$Ey&IPbc23;!>n
z08yzpaqddr2|pvxIDhj#6Y_m}W*}$%T!WLWvty(*+)KVzigMNQTv?*g#-}(@tIMf;
zBeRNZqWM|7{kkm|%3gk+JxyR{Lc4@l-mIsQc~)EgR_wd>g?IAa{k?aC>#8?>pP%z{
z&!?_`b5h<vkGA{ou&F$Jw|dx_l#dl$aSvyd&pe@ciPysLSMlzWJDT3fN<Vb&&uKbv
zhS@z+An)ME81b$ZB|ERp$zS;*>RXc!*VkvdN#DXb*jNqsv<5kU{vgh~RA+Baf8>Tf
z`Q0;ukNfWUe@a`5FZp2Dhwwzl9m!8N2gMzJ>0TlD>gf)%==VE%cgkG(7bI8ymLZ43
z?Rr<;S?;_f_L`NauikpHdbyKrR#x?{#S)pvp6-aZ_dNgSC1-r>T!V+NBg0g<90G3_
zum+1wb6A!fx+!N8%aWCs9ox%(rv5TtBycBNK!4d^S%ci5V}<5{{59PNt4=z6nH4(8
ziIH25y|SdBvbIEh>C}(&X8Y*3CQBVkyvI?~<Q}x*{^=7kB?rP1We%xvlq+1n{`=5|
z(>D3ZnthKyxO_M1IL_}ID3GS8B_#C7f%}S-s7r-eL|}{ihV#oGio|DXhwXoOg85lj
z%0Y>^&2y@E-_PWDGP`?^-A}>(?mZ88JmahBdtB41KbMK^{s|M2ovRi3{J$N|T<!2r
z@A3uL8@$UBz3bMO&G!7)CXp@p_i>lh+{KaqKRBO#7ysc+(k&;!#Zsq^O_{4Tjq`co
zjw8yqpXZ2A3a!26<X&(fZSoNliA4#otqr<e-S-$UTP+gl)=~Dq%ON3g`o^@{ZM%z>
zZn?!EY@uX(@8z8HPmkytrA^mf@MOW0i>dEV91eB*_U)qFL?N%Hk8u-LsMYTaIcxlA
zh3cbK&ASS9D&(|#;@sx<J2mdC+8}p8e4$<t--7visYlpdW8U_i2>8h(ue_$cLI0Pm
zBKOl7M_###C+Bfg39+ih@)UD@|DxM$KI!^n_3KC8iO#ao%+TLEx!xp0|HP3`T(^Wv
zG&Ag<KCW=S@J}l%Ve+ndpI-l-=J<PECwJt(2@7h~uT2d56K0-fvy0;|_iI(Neea4&
z_s2DDSn*r`s&`8M_dj{x-MH%F_8!TfBat}4Lr3OmdH%ZT4SDZ(e-%0%|Nq<(4vUrF
zRo(o~o=>z852+0d<Bz=7{(5s&&7xPWYvkH>R<|!WyfxDH#TA_kjK`In!uWqiawLZF
z_xgXHzk9}2<DM^$@e-GR*=34tt~zl^@Q#60>8k%JCteA1+DJ#*PC2xAbCuif!wK%z
zJ(0HmnDtmhmTj(@rMB>g<Eld)k+yF=xHT6X6ALPQ^F8gW&-_VOH^=71?^t*v^?1ho
zIVoFWroJe)wLH1j^>XR$!q?5S4f8V@4K*g$m$*$h_q<SYXFj)<pYq=oi}cGhdT+nr
zzI4lSMVRB`w4ldUUdfa9R~+HrHEDlDT!zK6x@Eod4)5vfJ*O7J_>?6}B%j&c^pt~Y
zxTE3;{!8y)YIm>WdlY!Y`2MSoGta-@|90PU-lp?UV_ffu+*Dq^;drfV$-j3q^x4yW
zzO-m6s&uO;Z(YTv7wmJ@a=pYs#dmv~pYHHIyymi*h?!Z<gm=$gec1J)XYb5CJLMy!
zUg$1Sls&Ga?Z1)Pd}^KO+>Ihq73WL*wU(|dVscWr$^EOT>AU|)Uz2+)IxcOf(BugZ
z+#0vQ=Gh)Yennf3$7d7fY^zzEA*bj6BwFT-p~cxArJKqM1~pnUoip@<qN+M-iy6xw
z{+ryo`^S9GGcxuUe{NrVq1h)_OzvXq=`~TZ9%4y9CpP(>oBHY4HQVb(v!_ieGu`}i
z3s1x1>SO%<L1(I_bb4ph+-=Ox{_8sX2~)h((j74#U)G9${Cs43&udkUrToY5N{Xy`
z-6OW*)crQT89qnf3Co|c@HU)o_P;N(>sm&Fu;m`{`%&ra$<toR%;z|!wrlNC=38&)
z#?D%r@%Z5y8}smq&c0Qws}f?w>*MUNo&8xVQEB*Dbm5E}ReI*dE&)Lg>NY?2xhx=k
zqe(I1*pf{%jzkz-T;l$9hwi?>gtQlbVx7Z-eVo4eBp<$hlz&$FqX~T8Pi6F4qPCSf
zExS1*R)6B56TAUUmCc#DZco;I=b6l3T^K7fX9s)hG%ZQpqCJb|9rkb*f2woT=B~Yj
z%6x0@jrlsUPim(<`n`VZ;k_X_(-t^9NLlhCZQh+9Yd-W(Nw}2|Uta!4ed2o4&NqE$
zeWbhMi(kJ#w0FP0^@q8?-+${_u*!HkPseMy1wux959%5@wViUgd!%r!3)7?qr!=eA
zR{t$qetlW8J@4{2U)H^|UEd2f|69oBZGHcN{i$XCd;TqzU30AG&4gulF03m~f9H|E
zZp+$D>lpTRth~e1F3PsA_{Y8@j*Q!QpS$d}70!??-<XzgPwjS`-nG3A7Hj6Ud)Q1l
zZaLuw$CBIOSHlafK6-5KNM5oreP3pG`Q7a%f2Ys?rM_&1e)#T`pVzN8{O_IiKQ%t#
z@F)4~nnn3GuC~$tHfdh@K5x;#&}sV(UTl4;f2Jn-uC-3Rv9QL1DLVhp&tJ4o_y2W~
zuRq#f&#t?8<GJRm?$WPoG+!}kNxTXD!uw50Uh>pRxAqwgEhh1K+L0-(8+8|OT@4A<
ziv4+e>gS!8RMIBz;jRjr=^7Df-jEZy&$ys{lSEJUaSkW<y=I*Le-<?slshbEyr#l4
zVUM6;>cefamI<5ZtKNJNsBB-|uOzB3(bc<sMdaP-s~4Pof6H~xH6`c7=Y`ia<=Zpn
ze!F?~=z}=#x&jF=g+pBrz5lGQ+U8*Ke4BfV@cI+i{kN{p?&kd4U!v%`@LKnAwTA&g
z&$ymTFN}V)Xx;3W6T4UFw{>iskoE9X?ym=W?#1t&`qu^6B`>u6TbaCYYvH#8PVZOu
zZ@6Gt^j(tMwq!=<*QgigqhGw#sXV?u$YYtEU9h6$m#JKtl{d0QgqA+DT{ppH-Q7|y
zPXVX?{MCgYwk)ylf0_9rSyJ=9?y=wQ#<us(j-B@5KVI=ZrD|Qz$9w0$*oZy;JJ;vD
z=#%q_+Q)u#Tvkrn6K-tVf25*b{PO1~66@2d_Ng8Fy(}fn_}M{|h(b56U&_Use};#h
zbD1p?n=5`}US_&-py$<V<tuH4oziZw%vM?~wJJ0=eCFY`8#X-Ov&k_%@6S@7Qc(p#
zeZKuR-OJgg<O$6`@ad7&pLHju8E52NvRZN_QQP3tI^oz$+c;JRO5JEUSeJL|yG)S7
zL9Th9R(WMy57XlnpKvmvj&ZeAccibuWZQ0=CNCpa6X~6Q{8gjgZQ0C{sp$7c(QlHt
zSDCT>LxE>iPd>1yCm&;UVtaPaZ_ewRE8pzxyL9nQXmjeD-7Ig?jHl}?O_DNxwEfiF
z4AG>tW!cG_wI3u~cf<$I{Bd~3{}&bJpPwgwtJ(JELMW>N|A)u*hm6k`8y<YVrr0g&
z$0Cb7-!S*4Pp<ExPwZcm(RyrO)#Pt;qp$DF7d!adX359Gx3gdGcT(DNd&$DAZmUNk
zI<LQcVm!Z}<7_U+KC#pB-+#5P-jE<Q%~9h#_c0-_C5G!2wh5lvmbT*~V^JN?qTAOj
zwLdj)Ny<Ff_T=JQw~nfrs}DaGJ?IrVq1ybLLDaJY8-L!YiLDKL_Tc65Qbop#>dwo)
zpDA%a^oWsL_4pZwcUwK*9M_nYs?g*=n|FyUOQ}?i&UcOnQ_@5h*%k^LSY&z~6WAnr
zp<$y{dQxNPfj4gql74>q=dn%agQ0WJ^^Nv_dJT3IEAm+Pt$WZj@8o4=HLZ7*zaJf0
z$}KFuy7z+5h4*14!H0L9nUf~0qra|-MdkS;lZT$Y?@yawuUOZwxbC0ZB3AdH@1YkB
zrWRNDGj0hl<(*P@!OlaZ=qUs1Ev*ZmGml3l_A}S}_+1kdnEGXrYp1-(1f{hXkDW{G
z-DLjmQG+exx0A1zd0yzfR40==?dHb+5qq{(?vb^9yJYvO|NU>oZI_yA{s=MOuEs0k
za9aP_&#V7W&)@hfzTxR56MlV@uhW8<?f6P(S;gkXt=J$vOZ*bc+3Z#SE9Vqf1~q>P
z)wpB4>i@S__4Zp<{;9uPzU$BY*Av!h{9pblV8;$0%R{RI{}-)gN&LJ2e#K;oE~PJz
z@A5J%+a7K;m;J)NnJeB;&szTeW`|BedKcSXF6%$#@yeSn@YL>KvewjIO<L#R!<(<I
z!nU=ox8Exm*_RQU<Fd_m>en-0qm2z;2`WfWY_z$V@8af^+wopydF}MSZYc{_AE;9{
zQaZdpTX|EPl!fiRjvOZOZ;6Z3;vB0KFWuXbGNZ&(lk<hZ<ct#rno8>HRaWgtdm8p(
zjc*I<+TITe5i@7L)A;JXeBSDXOO^}Tvm8Gpx!z)-<H9Pp!&T>%{o{Lzr3Jq2<n@z{
zby$CtPojpm_UvE3y?1hsGUc{>F!|)ZvoPyLrN)Cr?A(>F`33lxOP#wO*Q|<Az56|7
zn|t}`z>P%<i`(;;UrjxJ?bqD;+Hy4y1IOKKR2EITlDkzuYIS)3=a-wdGhYzwbW^^N
z|8DD9Vf_jEXMGpE`zrtZsq4JI$G^{h)5pK5^@UPZhADeubE%3qk4NuIvE&==H&;wf
z77MfB<$J#O@)p+ihGoSogzs;y4$F*>t;$nz-*JGmY3`zO>oqO07df{2>^LF$alv6<
zPN~Fn4{nh}w$Rwd2j8@pN`!S)g)Iu;3wV^~zU;eIM)wol^Bo7ZIJQNexbTfxS?M`n
z&L*|F`R^=SHy&mxon{i?!t=?!=(_4$nHBGMi&f@+diin76OPz}SAwU!T6BM!{e_61
zhosLqo=sn|MP_nmNdx=+jaRqte&6Eyvu9IqV(`B0hwC@`%yD_oR<^Ko)*^S8SCQLJ
zYAE~8D$$&LF!5A0$E@z4#7&=9ajiSarE7JQ?{6kU?ZI^om-zi|vbk^nHe<<cMYR@z
zsY+r>yqTvn9@_A?++o}8x_aNrOa1!a<_k3Mwz_9_d8yIPn?c+golhLhm{iMgvrUZ0
zdDUFyl<5<hO={W<pUmW4A!p^fb(-!Cuakklv(`2k30>sdl)<;rIM8poUW~W=jM@`t
z&u}q+*|1l?=jao!g|SCsJ(v1fzR2L*!z`g0+xxxv*TK2RZzw&iyKnANz`^zHZrloY
zmQp^$=_&d<E}HyVmuLAtce9R5xy19w=aZ{#&i$R+(|TfA3ipYHacO753VeFbD*d(a
zsCO=z`_!)0^vH9aA9>$rz70NkV)MrHCGXtqToUK~yUriFW5((!4xu~FFgx4aew`tF
zGiyc2xl;?Z3>PR=e4Q&UJ0U&z=AzXTFUd|ajQJ5F=6B<E$E<_Da;D$7Q=_Hx^ViYO
z#%^;S#UKBiuKMrM&)N3Vp8xM@R9?G%O;!4QxuDrfx^ZcOGmbT$Wo$or_1ToStcFMJ
zg692N{BN4ZdD~4-+2$uPG%#^4SaQrqX@QaUqT8mQcDJ~y?=G6=bZ}c%@irkQU%hv{
zGk492khu|`cz@&PBG($Z(?ZLxdT1<CE)U!(?lHAR<y>6Nma}D%2mU-2QEY22e!si1
zuRJB8<ofqny=@EP@~r24O}{>0dcJHs`{~KsCR=gM=<v(tO^EqrvfvGqodvIlgU2Pl
zn%Ml(>uT;>uRM5G>g!Y+AEI^N_i}@cMoQY(U&YP8pV{$p%=Gb>e*fu^!*NObhc6aY
zUR1t1<BkFEiKJ?aAIE!)Ie&eV_c(cC&nE+Q*@sV`)g3lbI3rau#pr)UOM=g%suHPy
z+kVeKU#iWx(jR`yb{0Q}ujj)quGt+4QnPtk7TdjH-!#uns{gWUXl<bH6a_98y-e1+
zCDHnCFEO}BU%1Hr{^D0&u`p}b+B0=F8BXnN%Z_oim}|`GN@NN*O={RNW4pp9u8AwO
zJ}fd!Gqmt%-68m9GXqOUT4nnRu9^+m9E%c8GIrhnn`U)R`+%eLii{(7m?xDfJ?c)$
zemEt~wM%&?pVr3AM}JM_ww)HcuNad4@tOJd_$kj#L)M&YG2eV<`z-$2-^F$2^2gF|
ze7pJV@&pcbF}1o=SDov=v72$5CySKK(qh|}nDF^qfmBG4@8SDv8#QN^UtHUG_V0>-
zuEM7E3V+%U_#ATA=gDcykGI~i)APd5Q-}V}*wngs=kub^2hwiX&Ntss`MxJ_htqf7
zoM(c+rEfkwVNsRfdt`~}Lzi_*@6I@`Sv%*AGmrhXWevys3}hP?shjyf+Sfhr#vA)D
zFOEFhR=@dKTfdo$zeh{XWow67iRRXyR=1n=O<i}}q#(9vn*YVM^IF*7DSqdU+xcQz
z$d?D}Cm32zED&*v6ik-=+*f3|=Hfi|WD%1yHtG}nE>ym^esf5cGjvu|bc?n0QwPyG
z$5eUvt~i`!`7ljDWaIS%ht6zyq-kAPt2*P*!cD@fA6(@U68U%WFO#I@y*Skg9b!@k
zmBb4VPR`o0T65ZM?@YOi{>#?L^D11G%RRyVbpDEf-9cCG&f!=WlwM*lx8Fc@dfLt_
z>CNFiE2JOBB%ZzKa<1y&rik;4mK9bTK9qXMr{ktC^XZ9-*IB(2uVgN|l+So|l*uej
z@AZU9m!>6Gx|+@n`mT8G%48Suhw@u|4j#I(J^cFnFxM`Tyx>QlnC5z2+^{qz)Ga(E
zFSByVCO!^Hqs8x6tr70zI~gOpsa!TlNPkItw@=cQH>(<@BIdZ;)hib-7w7ex_q$U{
z{)%>xL|(zC8tIK0+qv!>oPECD&8p%od!PfmPf)7dhu_Paowdp)xAM5n(K4`{^0!jx
z3!lR2RR%(pir&@dIu+-b_ibmCKka=Y@*4ZpDqfFep@z#R&7L~1?nK#A>&UAcH80PR
z6x(9y`s9vzpAXN1E6*A^Z!&M`EGS`#F8;~A(62^(Qp=_S`H=XQ#*EL6ecTFqXV`=u
zDVMfMUFCb2m~6ar>Sm$OJm*~E&ZxNB?VI7~FfD$DM*AlQS?3&fzb)SG*H`bGx$tgV
z?HaS$9lHxJNIsci$CjH@T=tJKs!pUr#cTcih;Q{aY4i7PnRxZ+fjP$*HzzDCUOivz
zwEpa+JF1KRHg%UrFEsSNclh}g{T08A7IE><58dyumFwxlU#!0t9<GmGe7`?(*3|WD
z;$NKPyuT)XLCuUsuf;VM8s1zUAH9FWo$yuhCqm;hbmCXVznFYPYg3(~`j7ir?0t51
zUp_wIWldOOulq$rEp2DfJ>N4-@8lxIyll8Qjb87*mr~7^xG(ruuxDreyPdPEvTh#D
zXg#SHp!kGkN|L*_=T`p~HhIqvD|lbC)Sgg%sDJNvU_^k?^&^#kmYwX5U3y=7(zP20
zg-*t%Pp>|cXKemiCx(Br%jvjFvkJKLttJE?wevsUzbt6ksn3g7{=V2)uRTl4N`Fee
zxUZ>dk-N#%iam$ZU4rEkSHEq1-?dE6c;^q@#Vb={o0l|i{abhO%C6te<!-^xw=aEp
zUii43=B!^&1P<r-EYmvt@4H)Yd(G0KV3W`-Yb_Jwr+Qz!vUtN~raxyFuUvHf^x=zF
z6yx{*d6%(j_YS{Rxh}!RN6U68*BCv{s`;Jq>d%?Dh4sZIQy(pBpS@_M98YbMNh!bg
z#Sl@;T8mk?CN}KQoMkm(r!|KVw^T@5#;S#R>w~n<OD|d}cI8L<qLo(+zsYwj>&m#7
zXguo{=jqt3H~0EJkefea-}dYKAM`ytv;VH%*J?Yi^0fWJn;T}i)s{P&&o&lzFaP!N
zKl7Uvx*Awc2Q^b5@^nyRBTG}X(?O&2o_JkW`LQmvfLZZ_(4Msm8s%TKzl(EXw3U~N
z<Tuve`*-4$lpQ-~Pn_wqEM!%2hyx?1@cM%s{QGC@zP|qJ@%>t*>x2LOD6RB7n|*oR
z3xn8t)Ag3?Bkr%eaffZqudk0D<ZbBQ7VL1hS0pTbhsME%t?QF3mwh#Rn{9vK<>R8i
zzfAqV`JA47ZGG&{AY0uF6F6tRDmvP9OZN2BS=Sfx9S&RYz4-O@N)GmE$F=lB_nS5U
z|5%pwGvVp+r%&zQi^uSJ9?stPXn*{hS#4_7YZGf35Bw^fvCcp9!>^BTC+)R;{z-+c
z*5-xPqJjl;cgOHA6pXtxZ#U21D$5$ts+Zd*|Ns1HfBe7Wr~m)Hbire){8Rt4Hf!wL
zcmA$uTDGq4uh`+3x<B>*`+vO7mso4$9rQDF-}c&{pAP%xS#LO_wOhu4S+A$*ndTky
zhrPv-;%n#TCP#!VaIBOq+5KRH-j@FJDZ!bJ`etVN3Gwf8<<~Dy?UO%$FjvsSLNRJq
zC)exiODk$UXQfKd@cpq&^!$~*+rIwt(KtV4!kn%NMwu2j56nKW**SOS%$SCyNkI%3
zch=}k(yX*S$~nI%-FicZe|4xp@7B51(@R`9)PC+|D*pL&-cFnAn^~5<Wlw$m>+hzG
zCs)><Hk+B*w0w*B=D92Rx$iyemY$cxZ}s_Cw7c{Iw)3&#Giq68Pfa~|`|_{7TWys0
zESlSLc{bbI1qX6pZ}-1<=Ce&L$DQx<gTHS$&^tfcIrhe*yVuf`xev`+vi$ZBN!OpY
zPjodns(vRq$9!2al{dADGd5TJ)P@4qUy5PNV?|1x=ImQ`MKOy>|9L^EK+}(q4X2DW
z1a*D4-}`1^AsrBHczSbpyT*mD=W=Z}a5&y+@w{chdfiO0q0L9&jGRE_mwCJ={x331
zyR+tbMZ(UxlbX!J$~_LIE@IWRnBd@ivcfr7U+DhI``ZddPI72(?$EH_P@_F(=3a?t
zfrVxpcmG%!5OHtH!YpxfLCdb^_a-bXQ<VC2*l3HnWK=y*p|PEg^K*kpJ$*l=t(W<#
z^q=)|8diSa`1++<cJY)O(h;l6(iZM$5W2H&SH^{^V;i;=%;NGmpKfgUzM*N(%do$<
z<d&V8&wYor{4bMlCHJnbL#ZEcaWR|_OKeOy%4l^w@x@J{_kYbJ@A0YrQ_45K9q?}E
z={-js8#WhDv7ULf=vePgpSClfm78CND17f!u99CO+Qhx?N|UURz}Zl(D{qabtWi?P
zh<qF+-MWZ{>7GurrqpURi@6qV5wcb($L4Ij=-wTD+F(zRbm^f@pDnV*zm#vDGF_25
z+T8mvC*RiiSL^+R4xCH#zv!B}z(Zf%>fj<J#nYeu^W9#_s$BQ;-TsffZzpR=NA^4}
zbuHJGzvWVWIPqKIB!R<uk7k_D=t`E;-Cp=0eu?s~w@+_8%31e*lD*jT<E^*b#nZRH
znpAvKKFj!5`Xr4F0o*}7d=GURtfw6Ax*0n`Gv?3ZBa2pvJ>53<PjTa<>~m5x4u9Tt
zUNm&?T$`rsB@JdwPH{JU4wxq0lC`-bvDKpG%+?;RSlN5WpRKqnzI^S@P263#l5eg(
z`S4%iJAvH()7@{sK3&2svy-vRc?Z8k?3Q150uDE_aQ6Oq{QFy>@8cUHD|+95G`#X;
zo@4CZbBs>@>Um+t*1K;RtQ4O0_QCm8+5c-&**?AdSeP`^%I0TxNZ<EkXW7Cc#pgvy
zRkgbW{@ym@xVdvuMVrR0saCruX`GT3vyz_Faood0sX$h4s!MIf(&MTVb-%2i>atC<
zeyhr<2eV$i7xRz3@G9S1$!Tf9D&zUt)s`J|t6MHlQ<?Sn#q|V{g(^nhFPTqvQ3~VC
z?lNt7?z!k+>6`m1f&Y2BRofMvN~iBxcW|rp-b{%!4aMnJJ=4YgEqm;$n?BC_lk*|@
z^V9ym{O{ic@()}0$G<T;mBMkS^XG=U_D52;uv^wUxx8=g+ts7gabe%-6${Q6N$P%g
zoqo}1)%>?cr(PfaW2&bd(Qv+4vh?k*&zwvar`AtqnxUFq`Decy!*f-!|9M~cFT6Wj
zW1gIJyiBOzTOEDp3&(d$S+#1bKk2#=&NN?2$mdx_Y5PqtnJG46yIWIy&T3r$wCduv
zz#H7Yw_4M<y3TBTS|)K>zFG2(m{!-3r)4kpzh>uW_1rEOu};?{(Oq@Iw1SOxMN`h{
z*=RoIzFqDAWw%t$veIa_8%}j%7n#=iustoa4cWBU==F+@b=%+Fym{ur*E`FWGJjXt
zp`R!FZ0}ue_G@+Sua7RQ6)E96J=tb&w^-)_CYIv`;%kriv@tj>wh({*{L|7xVXflZ
zxe2*^?1zr+jN=Q7(>L32Mu+#=_6NBS&%EH(I2?S0ZQb%uJ5p^Acb#A?Tvz_(hgo6F
z_XP=Oxc>#2teLaJWy|B@m#ZHuv1xCtaJnsXf7{c&0&9+Z+EZNNJYl2Rz6S!DI)|Qa
znyJL?=P|AP+#1~l%Bc@#E8XHRNzi-#%)q!W@7`gfd+)CW|9)sR`<1)-`wY#^JG*Y{
z`2CeRE4cIRWd*B;86Q|vO?P#k_`GNb|J3EmqD~W*On#Qh?o>B<VQ|f1+f%`!7SDzE
zD9ZjZ6ML<-$@TW<Q@i-0KlaQhh+U`A=HAyQB_qetdS#|t+x9|-Y0_+0)A^eIe@bf3
z+oWr}x#Q<u_vvSE)ZW?q(k`c~oblp0_0qV16DvF`TirG=f32E%SbT-e&Z@quMIBsh
zT{lHkmT5|PyfAs+e0edC*(;fBp%V*&-OLKQ3U}S!cg2tK^Qv94U8iQR6+67-vD==x
zmt-DCg`LSdEMk0p>HHPW-(O~XS>FseV__lt&A2J`+>y0=+ReNimR!D_sCP8=Z%Ffl
z&)?R_FVmTtUw%nus<pZDotH<lb>!n+KF0_-1?D(tY9?>b?3NdGzkFNo`@Yit^C!M4
zge`12b?x1m2kOr|CrmsXU=dz0<?L_KpB@kIw8;lJl=8mU{(F?CYi=#Gk3DDBJL`Wc
zE8eQDIC!?UO={tDqbo0XFaPA(TDD8d(f7Ay$-?8wU&=SN+F85JKm7RrhSq)Z(JwwH
zfBCPp?ZRBcU(YwUKKr<}Hl6#d{mSS-MnC(N(WQSU?|ORtgL)~q*{b<h)_#|d<u%LL
zuT{o>GT?)R-i@cN*KZxj6kyxBV6xJ#o?{GN9^2<dbN73n-*;WE=)!dOlN&C*z5P`o
z_ES|nceL*36Z7<%Ep4W}4-@$z_$ThPu!IT2<NFs1=PoL{Us%igc}MSq1x6Q*W=(P3
z@WI=sUplgO;)KlV4l%Rz_%oe_w&i=7qa+U57E~TQYiOl5NhSBrrdK%+Q|8QYW-<PK
z#K`*h{k+MR?)%tR?>WbKNb*kcC)-o4iz<9CCN`(B$VF^6O}N0LrL|CkHzv)M`}OMS
zuX2ALOP&&zG{gQ$pXV~8{5tCb%ll?8jGpHFaNj<mm~X|}^B3Fh|LIv~C>^z~$tgin
za`VZH-)9_@-e(j3Oi3k8F~Q@<gde%P79H~YY$-a;IMYY1%ZgL)`pV7c6OOr`oOPyf
z_sgY9je7k;5xs^yGMWY*kBgbE)~0Nhi<@dX?QG-kA7)N#|Nmurw4C#mg|+*{$&r(t
zcWyg*k=H~@k1OQRnI%8JC*0J{fBS0x6w!Odq5Ws90#E#Yz4#=z2+QS-Y<1D8vrgPt
z|KX5qwCLg2fBg34`Dv?~UY5JKPj9l%(OiRLQ8q@?#3VDh*%m(SVPB^d>!k6!df)m6
zA2#y`w=!Ng+;TZ%V;=Y-amvz2{uupmv&~{9bIKm2w=wJP65lDUXV&p7RDA6+TYt}1
z%MAkl$0U*-)+zs9-LOeb!ZJ~q%{_f%%iB`D8Rn}ZW2_?#)^&4aJ-Y6s(QG1Ax``#^
zdScG@MM~{rxxdZgd{55!5jXYpH>IFki#NsZJmVz)V&UdO+qfM)0ZZ1^R6X3Z?(Q)s
znR^ckA2^2^Zg%t8^n`o*$_J6sR}0hM-P4J2E2$~@xZ_Z2b)USEl=H()W^zA*cdYrh
z=TPd-Z^;uauIui|+von!=-H;Z`Z3o^d5=Au_x|rP*_6}2Wld9`Ub%Mf{ce`en(xb<
z4&5uhbH6L#v&jGLYASQT)K7lf)|g^Zy}xd;t&6aNdPAxl!^JCkzxK~}(O7V4>Ou}r
zVSX0j_lp0&%am{Q{r}yr^vuuww=Fc%|K6X-H@D$9fAZ{;BL6P`d%vf8A^YF^cM~!L
zz8=@T^=HLONzpf_yOp}{y3L7Q93%A9=b%9A4nJWN!3SzCMK)E*n=aNe%x+$J<`QGB
zvPV--YWSu~{pn{#wpuc9tMA}%%b6)>k?D{n9?kQ~lk23+h8epyHrM=M`7FZUttazi
za;+fS`<-9iEfjxUalcf~u<@&TQQ;!NJAtZe97{VtEUQqkT+F)o#p64R7GC{Y6eDla
z?U>5RKgG;UN;XOI$wUqz2~*9_MGKT9Z+^;AfB3MKC6wj#a-jgR$7%tbfeZ|`-x5R{
zgV(LO<?)BXUZX0sHBMjQ(Q?ah9vKhMkBh__xj$Z6le78Vj2b=8g_q_>TxYb>diVME
zmlxh!@9&>fbo#|+&Fyo}%f9<Pb4v87^*0M;S>e44PfxnAq(v_IdjUJuMmc6r*Z
zv3*;O?c-~6{I@NilX8b^{ky97>vK63@BLhH;?@0SXLlc|T6aRL`rhZcYZpl@Kh-bB
zs?WMb)qmFukzEy2jM9a}_86@R6~DUkQgF=@kx4BltY6-7JUw^LPo|BgOJ>iSaNDW(
zPu6}lBNJomQ|qqHEV55{D#Fcg`sGhY<BQW1j{8qs$;;!j@1Ddm%iGGSY#*HkQk7py
zF)Cc0@IB$t436`8+Krw~WxHg(w*AiCzwF%p6D8jRN|My1KkrcgdF@}pa`x2ujuN$R
z`B&%sEs<UMO!Cuu&aSghcQ3QIRr_D&m1*(Qef6#1rmnFa>8I>JHM`F5_q6I&y8M5>
z?*CoW9CZKdaDMSWvA=fh^^^Pm{xP0huhRE##UJZ)3+iV5k-qorU3I~8%}74ib(~XA
zADOytZd^!|^rh$5{mgeheKa>s@=WT%cdvT;ulSkUxy9zW&zNoMdA0aJ#eI>`bE{XG
z=i1$Vd+TMP)+08tvmdPwZQt=M@2X#Vb97H~$kO>?)^oS*Q3=~FZWLiSx94ujzOpLw
zFJXa?bb@_3*6-wTmUlhtyX=-N%NDMg#|jo~Jj>Ej=dFD`@SV57rId*)-Dc~!8E^-m
zRY+O&^<tj;rzp-miLY`qvy!C)q?_(Jsct*u%b_H%vTXCxy}Ndc2Gz&}>mGN%vta$n
zNxV<?dPvMHwsT%pU-+>xC%E?gA+7Uf+PA&L_lr5b(0=!5`m}(>SIqfZV*7M&6~<hi
zR_}5BE9a%HudWK#hgdIp{bT0;)FrPY81()|UizBixO?)%0=37^T=n@s?LFIslXskF
zOPF$o!=@mToB4$fYtUD7_6rOwAx>TI?nq?pVbskRJD2-&X6Jpwilu3JhZ|G5cpbd8
z1NwgzpJv{CCnd%Fnnvlyi$?10A5QeXJv3v=v2C+X2_7+x-eWZ5Fv|lg?}U#6y!>;S
zO;_+R%V)?jH(kiOt8F(oWwG%R)sCoZY@!<-0xY&aW!G6c!#8r<Po-?L$%QIU!df>L
zYDnC6nck_fJ>cggf!G^ilU^__^bTx@^vl|<air%Ouip&iPx%?^zI@#&^?Liqm-p&y
zU!*<x_4>?VEe@&j1KFJ$>jU(x!&Dda#T%x*zNO5`^>e4vlT`ODj53eh(>3OJi=44N
z(J6Y)J7Jv-*CC^X#T)s$HD+&;H}jdKyWTd+uR!Ed!wp&P8_^rTFEY+i5*4VgTD<5<
z!QY%c5-|;5e?8jx?{7wH*sWX28FzZZcBtlY1Z<L<x;s&}My=}T5}A-(hZfP?ZG79)
z?9BElTb*4oA^NO)rT!9)i4W!oJ^8%vSJuj;_9uVbUsS!j*O=Bmy<F;Ot!r+|O_f;j
z{3T~N0_R`&dETLlLoP!&Rz>g1fuk<MCGHB`?3>F4mkQZc2UtwcVtVT+Dm2Oc-ZJ-l
zS?)LX3&e^lXI#0E?{}g3)i;B>iqhvFb9c|Q)4TR1{^~sk;fWo4uLgW%%WwUdm?Pd*
z{b}>tDIql_70Xk%zrNR2URRr5(|h=5iivbwS#Jl&f^yM*y)|32Hg$Zv^YSCFEX(x7
z1oPdg*LOd)zGSt3Pe+P7zuxo5%8HF`S~aVWtj`YUp82Z7_vxf%PY>Qm{Z=1$U<Rj#
zs4d5epAp{-BV>2&_M0s^TTQO&-HA817HO>E`BR^;c?0*~V;)|Cig#+X>g|{P^*j4Y
zs9M~e`-i#Nz3zppdl%Jh%)7KbbI<jrMZbF%)#U^)DR%wa<>d9})G6_=+CpzKd%wTP
z{F5yFE8O&+w%qmeny<{SmOU!Z+hfj~z5Ii|h>Nd*%6l=FiShqK98Fr({|dU?_Y;`O
z{>EKkp@J6QhIPFhT#H!$Ol!(`7r*@7V$qMg6@FFpf4n_)^9?oGw&Lr*xj5!KY;YAS
zQy1}Ed}Fi0!W9Nn>;9^mykDR$%ott3o4@>*ct&kRgTwChFKkmTS{L@Moy#hzcKCtS
zwnYcG-{>kgl+ZpNc1P9B&Z|siQ^#a8PnD~Q-{qGux%e|V<;l5hUs`shGggNAn^~~y
zuU)=H;&V;cD<4giTlKh5&HDMvH;0#<d*)%O&UW*Q@0sIb0bfsV4fy9K^d)Scj9{(&
zlZ@+;F<->oZ@08P&R8uZ{KSTBrfije&};V!-i0fdOn8)}zV*pM@r5z}-*E)LFx33F
zy}CT`fpKTlya{d3<o2~I2I^V6Yz%lCaL3fl%DIqp(yYp_Hz%&DWb}`7@bqMRzu;Jc
z5AU{z?rsNul_{6Y?Xt`C*%f{vC5e?uN;xpj-p%i;NR<2KY1-cyo3fJ>!)`Zsr0m|S
zea%!pD?+xE$z8Z$!$yVOJ480f#fep~QvV(N<J#IkGq)ukpY9(2(qq=la|ul!9SRfM
z?OeX43w@NmxuN*N(^{i9dhy?mm3ec$Ub`vMeRAT&nF8M*oIa>~qqXatN%a-!cX8*e
zR_ys5#uF*beoKZUL!f%vnaQuBcCAm=xHECVJh_vR{^uI+yWCD@_Sx=rcjd1H=5-oe
zJKDNeRsGV+tWBQ!eoe;KlE22eDr=)_D%W3byu8b$eX?;b@4F(t7Y03NCv7rqT~eC$
z<<%;Us2it41Mm1p^%sV_CroF*^!3Z!qsCp~g70gt<YcUyIjdXx`;zZZv?pD&KfY9m
z<<wu#*INIdE^+)2a4F5#s<b2T^_Mg0s%y&+9V&m7|19L6^uFE&8}CkC@H5i$wO043
zFFF&l7Dd$mvh$p+8#!tIge^ZC<i4}tRXdw=@A2z1xwn^p^w;~nWJ>J3uK)8)Bh;5%
zv#MYFxi(1CaP}7_t}m8>=6j#?bq2IYt$lG%XGvJ`Vy$`FSK^}G*}K-yTqPE{GH+(|
zGxjZ0PRv{&d4B1hrW{Sa*GVi=v!k~aJLLZAva{Md=lP76oBr5-o+hl-skdEtqv6G#
z^^>RA_f$?jJu%+hy5bw(9SiY{AEhRh-xs{L;Qz?D@Sx>d#_h~aYfX-a25z2xTihr5
zn9P@Fym|rYf9t0?*K2>Udtr6uunRla3X`0`H7m{pI$tbU`@Q<0#B==#TQyazel2jm
z-p0Jy@W|P_n;rJ1-xD)Qx4PiOc6e8dEbrQmzEaJ**603Dl-YD&-&0g0&!=2`!sZT5
z(Wbd#oR@wn^l}7ozhGXVy**@}OkwW!j|cY7*b>a-BG10`cGpF#U0=5yz58R|*Lf+|
zyu=xHDwY^FRU76DzH-*QZqK^<dW%h{ahb%_mqo%_p1C=d->*z+te6{^yyeTxpBhbj
zrt<xL=PW62wM$qpPg+8x!e1%;2Ddkxh^Wxy%Am;>+tc?(RjjI(3>TTpW0Yfh`mK|n
z|HIYE6ZXxSySU@r9G8u%A2X{wH2h!1T+&v(@-Xk>1@*Aq&lG=Nm^v-`KTFba2W{!t
zx!*$iKHqm;e`{~zN&6>-1*wa|HYZM)Q}AN`qogXCSuzVg9R1~{7cKrUEaH>-g=)j)
zeLJ0Z7yY)<O1U?`!ywd@Rete`*$=;^X{a=Qn^JpRQOnCZZi4jE)gg@%!RyWTC?uCG
z*!l8HY21YNMUl#{g?^vq*O;}`*n6Jb*{WIMOJ+|vQ*Bh_>Z4E*u*tdPr-q=uZOE=J
z5uxWgm2oe%ihA$r#JX-=R<fYvYF_q45hL}}+czH7+EuTkFY6V~%jlc#9sc#>?)FQe
zZ`S@XUb;GG(v2Jg;}fBk3c31;g4&_GPNf`Lcy#9Le$k%~7tQg%dUemkL!wJpZ+LyA
z)>kZd{l36mUJkoTroLEVaqQ%J>AQ=57dpyo#IojcUc37uZSv9c`mw32qs$|9tggFF
zKI*R<YbxT)v~;%S&a(yVVSkS<T|H}$z{XF;Wmi7w*jsD8UorOv$NPJMrQJ%wb%`cB
z@_i>ARq&p5c5Tvxi}HW(Bu!ZJG^^{@d<{0w`L|cU)ly}2pYbbG?rz}k!nX~-7Qg$q
zVz>RPcZ*-Gi<-0i>fMF0r%%{Vc8$EASaIRE*j47|FWj%k-t1Uj#l5QT?tQ(@bARm1
zxq81LYtMUu{OKjBv4>;M^v_jEvfcT1aWL0{6(Z9OHcs8}Vx5lVgwk5+qFr(_8UB~A
zvCLej9<#{F?W)eyMVF$df1jNh+GP_XZsQTar?k>;%ZWn~`7O%?Z6<GMo%AZJsh-tQ
z+323$yu$pGxiju>{J%OlYMY<P!Usls0$<p9hRW#cHQYSV%vTtH*WbS7>Yn=vmoME_
z3Q6>cif~_aZGHFb!pev(r+ZALk_E%V^H0WPEZ*1_o5a3wO;Me5)4E%^F;4Gl6W6{q
zR6bhwcuIqmj)&h~|4At_wYLw}YH9tq*Jj=+`Rn?|`e}AQo&Wq-{1@!-r2R+yUxEMg
zz5d8g>pApKK6rmBpZNN^SKD29e>nV|X6H3&{x99s74@&ShwM3Mzs9!rCeOcm1^x>q
z%jM+~F6iy+Vc+4wIx$hMqJjGt1HZs7zds)s?y9rJzB5#MFuUPL`${d>HUF;ciOKsE
zob}E<bmhM4l{?d<d_pt*OqWdBI<-tOaD~#zu1A%(nrdV?duxIdL*^}<{DH;#KU1Qj
zgW%H4ruSRt#uwiXR#6Z?)A@q;#M`AyLz^x4F{(IcKJhbJmteQx$m)3x<<Vh>p0F20
z@|G#6$WN*%X8kOEs&9`2!{X%%!T#}VvvV14JgbmU-YKU3&DlmLYuSy9D;tz|&Qt&7
z|9HjJhchyk>nDe)+<)Pczu(U7=89?0CD&{Wbj&G`Xz|Wf()iEzN{89wjasWv`Gz*r
zR3V<p@^db3T{81<V#Ab4UszXG)=R8lldrki@k97DpTXrbGp|mW-TWvvTFM~v#?9T^
zi?7sWdnvLlS@(9CYqEY#lgB^p%bb-jCLAzt<!ASZ)6Zj$wu@n8>|D!m@h8s%kuNTJ
z=3Tr^r;-mOUcAG^BJSbyOn39Ft3m6Tw<U^B*?LBC$${n*2R|5`W!7EVc6O0-^xr%C
z`0h@sEt%VL_GVRA)$U~m{#?=5x5Q1{me%s@LEp_SI}-VqT|C4Qyk~9oj5l6;L?+A-
z%2>h2SmZw=^oTyQ=}HaOqLt?Z86C5-By-mVaXDUW^M4XqQu#1^_XA!pmOS>2jJ9UV
z?%96})`fB<6gn-^+OcOvvW|#k&s)=P3b%i-cA4L7o3p={motuU-eT9JMQnFh3Z5!Z
zR@;+&<%Z|wZ>=>C{8WA`PEoJ=aAdtQ5A(l0?8`%=^_}eP4=#&5UOK-bRp6FM3m3Cm
zr(tzh;O685HfdKlUL0RxnR(^R!-@N+25z>oY|l8jqLX7Dhnp{-n$JX~dn+VgRY*vi
zesytXV>{|H&11H5)3%ej!fk7(a!Jk95PmkfXV%JZ3JOP8Xm(`$`<HxWjzN|e|DD>!
zX%X`kr<Hzp^JQF~z+0$vOLwuF*-I7|i<o|CQ(p#uNz<p3?a!{roc-+AytBr;-X8t?
zXVbz>0-=+-kL)(wanK?A=uUx4b50%3Q7JN>>we+sBn_$eqP%Gd>hDfV%DmF<nmB!B
zg7r*~tNM|L3_H_q_8IeVl^mB|sXT9`RO`ATN8kST%ztxkKX|vU>pXW@zR=TGs~tqP
zG4BXrIX1EC%KI60%TG)DKH6<*TCcJHhKzvauj}plpU#F%>HD@`dV(^)OVhijGbA#q
zPuEx7{=3WE&|of4@&WneKaA6bwEi@m(c)PY#k<nO?dU$0JgeX<e!2}CY`Xn=JULzS
z7nrm&ce0l4)RbDh@D~?n<AFoluW`IyWBhyf^)kPFMHBC5aY&=U3#LtN77LvGSWu~b
z-8T0SuL9k~XUr3QcILjicz5&bo@am6=G_asaAVGvDb?LB&6Nr3CP-*`nu=a37Rq|?
z<V0ieCbmeu)RqVJU%t=&oKoTyYxA`!_x|EV$2sgc8XjxudwZU<%UBur^&BJ15{<`4
zm1KUpXhht-e0X2-(H9YB^XD<;?A_$YzG*+h%4XJ<WW$I*dkSu_>lJ8boVn3*V~R`T
zyV|JbpL={P<!2Pyomg|{%&I%qPn&*J1RW3Ml2~-K)jFlgr+2gCi<u_ZKlh#GYw8bP
zELc=|ur27QZ||NNhn`EaH+l3HNEIk(U6N1>EZ6C@N;~I0#YJiH;TPdw)=ZqZ@_Xjn
zE4vRXzF;lR|CA7UWdGDl1(ky5>|cJ#WvjDyjAxXbaCVl(mcS=ZxeoJhujBBK`m1<o
zRwUbe_Xy+aC2QZ#JYVqotjZt7HMYGQ%(yH+xEzw2QmsAtzklKD+xy&Jz46T3+i^O8
zRnBkr`kFK)*Q}cpFRh5t((^btk#~=}z4ZPAKOaQe*VJrzre5xtIDg{q4bxYAsNBi@
zq2d3dJFSzJF0cxfJ0JUCN=ue@`NFfeC;avi+{;*7_Ri_GH}Bu6Ogr9qUHp8`@^Ku4
zxWTja_JIuilQ|!3fB);;jjDjFZEtJ$?&xe<6g}-h1lwIjtyYKEuMgk5yi+4JwtB)u
z7QQW>HU2u*n|jLAR(XD#)7-?xcGv7l%=wvW$_l5y8lK_ITc~$KXtC?#X^GMgLr-Um
zZ!lNCP-LS}=AOY8thL4bt?rY<#|_x$`<b<S^O!7B)|$<p&l6v*qAMkRf}wJegs`g2
zz4nKP-WlpFJ+0Mx-f;c=HEq`4R_o~JCY%b_co=>0glzX?QRBk2o15=wwK@rU-CeMG
z@{4sbf2$6j(tJH}Q+Y+py65j?GwyxJ__gczqsEI<#8QLT-7e~kiVkphm{|Rm$=$*z
zcEdY!PtS{;`Pb6Un`*hmPg{N_>J`g&_SWK)DtDXLJuh=qn!%;~)BOOmmT=UTghLDB
z=PYplKD#i&{A2p1rq27*-#uUr4$*yEDz^Hmn8Me#=+Lx9UM%_BGZSljiXR;~pU>X+
z(Kni-#^uCL^@;Yo*mrKo6PI;VxLmYlx6|1JGbYW9Qu0@Paw^Q##IRG%@bWRu<JIg*
zQ+%d2I;xviy57ityXS;OSn(biftuHy=kGpdSNE0FJKP<5oWaDex#85ki0d{SGg&jz
z7Nvj7x!0t3+Wi8*u)r><g%*XGPkm0ahuX4<UgCLl<mo1vtTYvot=(R6Oih=5y;>0N
zW3f-QE;)G%yXH2NI*z6#cEuiT{`t2qRm*(W6jfVXtT|Wvx@+i;lAY^*-?}|d^ZL=q
z%@1Q7{nowKUGb}QP0aNw)$n!R4W83q8>w$nvfWt}%a*)TZ&lHByQMMV(xtOrT@Ty2
zZkp4fLz+`}tlNLv^n$#fw8Zb#%}?sRcIsUytl7KntLVIl_1Sw<_{)x06~}Mr4zRII
zZ`zPB-L@j7V|TgYn+-RrE}P#^z51hPMN(jGo{K2=HsR2oj`G{n4}TKT7k#__RfuGd
zjNJc^E0m0w_HW{8OGvB>l<b+!c;xR2rB(sgKOf$$P!fvGcM;9a`L*D|{XQ+fr+2LK
z4%@BD*!|M@RKk%(bqzC)w5=@O$Kw{+d0wme;<@u{=KoJ&T_v%tKC1Co+gHEqr~hk<
zY6QOj@{;R{{hE84Fa68j&;IIneue)Rtw(eDPpw&3H@h_7?fw<}#j`V}L{5)Bl<{n<
zo%iZ4r)NS%O*)IDgq}Qa34EWby|-eDOp)hTS<YPd-5P>(vg;SI{!O?YxGO-^$hF6O
zf9oXuXwjqPy`~4B_7p_B`M11_^{hQMr`i7i-{y1aEur!}|23NQ0$S=;A60*<sUleD
zvG8cReCe$vlRNmf{4hDQWS?in@ksT9?>CrvJrR+LJ(Fk}6Y}w=%I+se*Ue9?ukh<W
zuehRq&X4+#f2MOo`z>_;pE|tY&*Cq8cR!V19Hrv+_f4H^p7+8_pZcfIejujm^X%uF
zZKu;-tk`y1;lInY2dUhyyK@&jcmA2aZPMg=w#9#LPcEIW|36Bs)I3@y{T5qRTD0rW
z?RAsXPwn5mC2qaK>#}3Io#z$)r=-0(6L$7Yb~fMZB4ru2Yo7#;Kk7fR|KnrH+3%WH
zR-Q_G`p|pAW6y5^&mTYLo@M!e%k#5~zdIgRTcCC@B;sUEjL#+QX5O4Xo2(aFuiGIw
zqja}r!Bzd|FLe9A{C1sKxcJ@~#~WNP_PlX)G}OLl+qp$S!qe;C+r1XC@7mU!N<Hv_
zTWp2n(gg)Mw~7)vKSx<PNq!5{uu#%vkL4+B>0j5i?cl7S_xJy9uI8S7$NFCMji`i~
z;xF#qJH&P~VD4+(9P67_v*IsDSJb9iT=-PC_`A&)v2AUB6J@8_?cToOC&!7<wu8mV
zWtOZLA52=t`byeusc70g18JU;cF~i`>_N9?yw}aikn~`@S}Ji{*Zkf>*V}u2Fa6B@
zKg)0Rrv^dRmu)jFmwtGk{XJcz&P!^oYVFl8%Vu-!S5UTF_2KreAeO4<mlV<#<cidp
zB_27vO>*6~#=aY3Uj=W?e$aa{Z^h<{^1BDuD|5R^NQCFkZ(k{%*Wl=OKj{3nOR3zl
z2il_Mr#4)S+&J-Z^!x2nmc{Qr^#wV+W`3Hb%G|T$P=XKpf->KyE6;dE+|Ntd`~26E
zE6bxC0!(>K&P<ews_&U&Ipu8R?!INZ*X5cP7WhuAndD;BZ6vflc*(k-0f%47Y)tT%
zvN?9w@?qH0jJn8>D9>H}+iJUK@<gQ9+_ZAOovXqeIitgWn@stwW0q^g+vHegPkDMG
zZ`1lubKbgy<xJdQSy{q8&u+2j#v9F@{4w5_-JX2A-_^ji?xwO}0M|veKsN8Ry-W5=
zStvD0mTY@Eef5L}rh4vBziOAAFCXX0e|oKV<7m6@3@>xH-n*?W)qGzavYIjuzPiM{
z=zw1U_gN9mDEUOg=Nc=Q2zyl5ys(w;>JXbf|N7eAt87bszC8N#cT$N+wLM3y_FkSy
zyCWk06IQI6?3=mz@XVXsyy0bPYJM!UC9fBEUYK8!X}O5o_4`KI3tfdv1npl{o#?fE
zvhP^ePDRI)DT1c==B$@JVd=tQCBE(MvZ*XDwQuaY9q{yax0tq^W2$JT8)N2^%nxU3
zo1+ExcTGx&Qk`niWy0Dd>$a!A<?FmjZ}iWytdX8@IZny{_3fj7KZP#Ozh_&s^v!+e
z(><0f>ps=4Y@D(qZPVVFI<iZZc2^{5GMjCSzVJ1sFhNIRS_-eBOJ>r0$A@>U?26A<
zyX!k&w4HLb=jcSirr%6nZAVU&v82tpWiFK)E_Fz`_{xHyImb?Or>GiDYiPOpiE00y
z1dZNH3-Ye56lBd^_F|<#z}MGL_c6PkWh=iwt*EwqVL{%ymuegByOS56Qes=ysWaXA
z#Jky+`^9qe0+mkukzaJFe?@sqYJ%xS%W20PZ{BcejQbgu&M%tq;@7+NUB5*o7k)|Y
z`CVugdGf-c9r20#rti2fVJE-ht#ZBb(i!=DcjE5ohovQ3Z&h2ooXP2P-5q_kHFNua
zPwmn;-}!s0%-QHd`$b~)UU$~ZuXVb6bH{zN(r?9&>ssb@|NeTh#a`gM@#p<#e47p4
zrN7v3`7Zrtn0?`X=I*i?2KiqjMfMr1ZSF0RJZUfc<FeZ32PXBY5AvH|E@!GgmA+NW
zyFT?ne_d_&f%&SF|MoW8b343c|EKm%rOxSr|BSuY`=>lUw^8uN>z35*j#9C5|2{L<
zmj}D?v-~r%oyhm6)-1Ke{=;=HX+QRV-!wnZ7yrRrzGmmSeQF=forI6c7k?@&{`Ax2
zQvFoRO7q??*=J6!Oo)Gx5;yOwwZ+Wj`CanrpZh28w0n{wx9Hh-_qk_cz1i(<p7b$0
zEMIDLz0{#UllAWh#}l>hMem)FUw`e|`B%$J1!t_<tbT%Fl|y_<{)e)Fowr_I%<VS4
zGwW;eE5Ej9oDpUgJnzLgTzoHbx}275nbvPv^>)XC3-hyX9gdQIu<q-O-1IP+C2{j3
zO!8$rm@ft2m44qGRhRy0(h9G2#`+U|u3mrO@A@$_A=WKEJk8u+U2^Fro#ZL!FWjpT
z>lV6_dod!i>AT}Yy-!UWKU~n;QhHFuCUrWmlhBkYk$r#uGUZ*{l(%fdsRc$k%#-#s
z6#wwKu)rj2(fSzXE1z~1Z;(ou^zcnjF?Y#*4~sKic?^+jBh!821RXh(e>1Eqoc^$@
zxhlY0_Sp4*vBt8iH@@{Nwf*DreWm05shcIer!JRX%ftGMb<Ww@Z$qYT{&c?BOxjE(
z_(5H*`?+Uw(VpEWzUZ8L);8I@*sS=941a-{>mHtCVivQ_6zwK%zRCaR#{6?PWu86y
zll9s2)HA<6%lD$Q10O$aGRoQ`Rl~l?wY%!_@%)IND++hMzk74h5rN|>7t$17yvw<`
z>0s2A9fG@}{jE2~^0ntT_*Sks%={?mPTu*@yMm^9w`>K%ea<}g&WOB`m^b~*$5OM!
z$3ztG^+*YKiL1<?72dt;$5K_7v`=4CPrZFrRXJTbyKK%n`R#vI)~c_vm>qRqR?F|#
zm8jZfUwJN0DOq^u`3l>2lg?kM&J%sJd*$~pf__R#4W+l|+!H>#M<q%(f9s(aj~WAh
zZV|lwb>F?>@GqJzvsk>V_x~w$et0ls^2ZXN_Y1AMW>@hSF1vKLDq{PWd4X$uSAH)!
zs6Vl!Uq~SSzVrJ?^X<`7wfj$8$ke!5H$U5Q-pOy)&U<!7w{;y6aom$x@cY%GMRgNj
z_&z$T#JKvr`aK^Np1Iwh#Xh#Z5>e0n=lQ7jAM5*dS`D@nD>mCnw=I@g{@C!**{api
zN2DK^bK3bS+*9zH*qknuANI3wcE#p({GNL>XDhj6xN8OdQ}~#6bI&U44)Y^nz6;k$
zYcBep_AtD$!r1jE|7)HOa|1btJsUsXP`{UvcAD`Kujr01j~9MV6jn6z&wDcQUi_IK
zG9Qn<d7*!?t*pa*1@BztduPs;zL~#?b+V??WwYasym9LeH{LM_%gu^Qy!cx_GgDJ!
zp&I7`YnIcVj){@!ON$qKZGT~v>Y2d*<)z%`!~Jf@OI%+{>Pk+_lXH_#Z3=iQlXgos
z%5qzIgxbIS8s|_6=j)7x8!!0DtO}Vf9o09_!c6)_v3vZBfY18(lnq{$WaRQ4y?NnG
z_SCojSxtBStY7$^vE0IW@4&LCd43<*%=jOblnQ+co0ajw;xMO+U##E0#fD`T(^D?U
zJqfcp=BoJZhW3ORx<W;AT#ho4*IM5+*>XI!+FT=cXLq!U?F+^2bxUtOdYiXW{QR0X
zO?O?lDsN`~;~<_hk>!<Lu#0KPy9a-C3~L`P;<l3)6!6V$>6(A{cl!5#H}@8rP55KK
zt@`q6**kk@|MHdDw|uH^yx7&<Q@MA=e2Cn+Ky{V-g|LwKmLS%52fY`)E9O0In#P>V
z(Pe+H$kA|>d)%+*Pn+&_y$a;uKb-aKz?LQc0t@adi-#<kv_c?G?OYmH;NIe$3w$rf
zy`ONu<lVy%xh`8pVc+tFr;O7Vx7&BJG;f(WC6fEUK$5erpZJ?YEqgmSi><a~upjm1
z6E3&pi9a8g!(XKD%b3fU>29;dPJGq36IEa3o|H(v*|G0VGSlrO!8w!7oy1<|uun6T
zwfynO>WuU46q6T445!&&cg{20AyzAR$Mu)v9Er1Q4l1RxZfuyna<iI2u|)4D&cZ9F
zYMKt8V$hwxfalGNTk_Ao_O*WAY4h2k_jq9egN~_&#L2Dh1;MR{%O=F!?mQjO-u-S`
z%fw0M*IH%<{dLMK<1`gpazvRs>6F-olgkT~YHoIf94L`JVHCjOw{w!S`14f?``Tx*
zSw@wm-c1i~=JwwG?0SpI!3blfsQv!JwG)}9@w1CO>R1rOw(GCM`2d06Q|{Evm0sV>
zc<Y1B^R7Q<c1`;0_^|g=RgL|Tg9pz{RBLd3RyKuy!_?OoTqo;qR_7A!Pp<y^!^*t7
zsjhb0vj1oH#=X5W_4$Vj*Lp6<^jzF<ch;w4cU>>VN_P9no|(3J@{Hy4Qf{U3O$b)!
zs$vwla)YI^-1pBrj;SFN+NK_x*YsY1Kl{fKrbCwxrZBJJlTdK(>$n-vo|a-goo$1C
z$gf+zo4@ogyflBw6x-Qe>orpkJylup<$KVnx)onOw8c9vy*_1=mE4c>i!YhS{#P`A
z{%)m`NbNVvy2jlnlX{k^Pdxf2aMAz8TqzqL#TU)HQoY(_YenFqZ_CubCFi`ZC_J8C
zxkY~QqQaGRJqaP*X1xpLb$6;w&fEX+hRvH}`-F=R$trJWx3K$mP)(}vc;zLT`H>#G
z)eCFhX{<}GnHOXHY|dXLe>2%-HvSee-zV10+ifo^)UdO15#P@pavH3+Ww+kEyT;LW
zLf&(;(_+VGR+JsOoFo2a=JVIz+b6wUCdap^@cRLqevws^C3-|}_cpH3+V(!Au-xp^
z*{-+F7iDIL*-Z9t%<y!QxfCAyO5O1OJ}p+K7ppfL?N40#|EEZY@xxonzg{_O3LN=t
zvAihi&PoT~dEV#dw}^<p{-(0?c*MgelS9wN%sFRoxOo1Ii%kDMC%GLxEN0(a{=hvz
z@wD^5BR&7t8ZH+4^|Q@zv5?}gPRXZMa^Ld%CBNopec2<jyHa}EzqjGvH<XHQf7#8P
zIp59PU+mb*7cw=|MW1ck9Oat%fm3>2-m5jnRmVhX5|ZNAp5DxxIA@Myf8DQbeB%Dw
zje;lpeUx7GZN-)|uV23Ub@#xGN>hbsuFX@@9$rm2b5}O8_@smx7yp|Zr^>e{J@Il~
zw>Wjf)8md@N`b|DmD$qo2h^DcKKI&{7m*~{{Whufs@B4%$IiJ1TsZA$nDDggc3v*a
zHyy(XDY`djES6y^EuJFA`?l?cLumWa?32}>Hm_XO`SG};q4k!fJKWy+ZwriM50&1e
zyK~;*S<7$D)7-4#D<fJqFFCRKG4JVn8C}tjxbpwVp6~zs=T_f!rrG&!Z!Z1$x3KWp
zm6@lz75>D>ZMcxCC=lJ$*T8mR{_7n}6PBhedb4P^tBK|g2hp30u0+jxo3ZskyUYSE
z?M;1R*$2{?gmktos{PM2%SLXe-)oLl3l=tOPGtM~dgp7|3rYeD)e~$oQk^+g9G`PJ
zxm>pEdugp-wN=1*t6B43u6`YvFTURI|Fo)Wr6C90Z+>7sb%^ib#QzSqua&0l543$9
z?JMl6_rU-1k@uHO3Zv%jsT8gcx4g4W{dMH>=GOc}*&HY5J)ZZrv@pc8_ul1WyfwE2
zeF}tZl%58Z)jf-yE!d@|AD~+7JnyY08;2W@%~3b`gzq1DGbV`7S)^HhIylDV53hgW
z#5<=rTrNFx^e;TSI`evPjKGxyr5&#|#Zr$R4Bq3hu(Ra#Zrh`-^W*15R&_=C2hU3?
z`H@%ERb4zsSNyo`9LF+^!(n$f<?Vf~skhs_s_S{djdjZ<Hs4!jVDUygP5gtde_@XL
zyX7*~UETTN6<y1VPD{^w^kVbv4<geQzDD{RDx_YXHt!KD%aV$qV;heC5>C$j@_62(
zh$aSs7zNgzg;S#EJu+Lv{ZupWhwMl1S!ep^d}rBHu-Tsf?N{&MlRpo)7A`A2KQ}Pu
z>*`N8S#M7a5o}tkGWB|Ot0$vCi|k*6n}J%~9#c-8`SbqGN~evd4j*ky<8UfFR2HD&
zcxr;>+M63%B!e}yc;}zkd?HnxA&fmod?Tanv<dg7-f-R5bu_Ie%v#jY^lOdCuf-Qk
zTAhCV+q&_Ltk@CdYtQ%I`0cv!#N3_DVv>_K%#%yJewjD!>$d39&oRe}`gR%b6WSIk
zyHdCHZj3`8AM=Y}I~GSy{nGPJQ1WVkp~+blyJ`Jj%^E(N%4<KL{OsZ<<HDKGw?rSf
zs`-1;r?zbdTX(NBsAS@Ey<N6<iCIsu{*NprMXuj=*G=c^@`<!^mt^~YvC(<2bkEBB
zu+C;xRgDvCgHF$sIifcEdx?6+qwRMdZ`YpWQj(uitsh>*_uprt;u_0@o~>??%OBlk
zJp3>|@9kz4E4>>pAC;xNSvq@ay1|D9udJGw{oNmCtS*`HEHTiiiQ`vmgnM5+yN1A*
zTR*NHXYr}a-MzZu<?DX-jL(ai+E!&L+}%9kbFqlLXc$-HC0*YwKU_<;HeE}uP*{5=
zYS(Ll-mk|d`P`CnWERS-c+K3j`=|ns>7^@yKWlGAmg>}Q+RnSg?z&4@#bvX)iTls6
zrrll0)qQ(%x3u50LuN)_SazS1z3{b(b*YdZhiJYBJKrPChUwFl_N!f<Hak&xBYR?i
zVrj+CtjQnG%naXuw$x}>&fK;G$(gA;MT$>_zjw5@*RopFcY3#sd&NcW(8;>z3WHU?
zH!Qc#Vw$khXwCLxq4t-1Ppw_ty)JaBvrF{hX~EKm>|B;ETTmTopW~Q!Q&HK~!HN4I
zdyk)sUfT1`?axb}J$s<e{CdL*_cYmQr_(M?i4Z+(ZB%idzvtV5_}z+1flpV*)E_ar
z%q412r|(nG9=wOg?~2I6zoyr8wLk8&+VSN9bEhZ6yG2$tX$4ZfiQ8A#*dJ3|(^cCT
zx3fp;j<zK)d%CHGn?ik)4r^k+h1cDCjf)KA#kM$Si7qvG{8TAKak)>3sqj)!=Kz;0
zZoRMblqVcM``UN0;9BNQPb`xZFIzA8{CwI`Lw8*r<IHz${oJN$L9dxV`>DuI^Svx$
zys%B?tW^wWVP%c%v3{O6=}!;H6qir3Pp$u$wb$3^earJz!qOc|M>g)~Vc#_;aM}C(
zBT3EYWLeDb_sx2vb!3idr|h#Ay4%kO$;>dFXU$)-pn&1bL%w%0YyN32$gEAfdYoJH
zVD*H@bEiyj+`DqJO4vHBp629Pm*q_OUd05yyPx#3_=bG*hsAT!m)IPMnEzQI;aLff
zFxLsoiVp`2SC#OzrpKAPBr0!SQFK4ttV`&E#fswNiLV`6(jKx*;c;GUA$s-b)@2<l
z+KMh5Y|?KjdhPmLdV8P3k-+N@XByw0v*LkciK3U`jX#U0tm;emui4}H@56_A4`;t~
zQTUc5l+G-$SZR`EvvAq`K#`*oJ0E=fx+r7=hXfa!YuxQ+u{>?w_D2{WA2Q-{jMnoq
zO*rq~zBbxvG3%b^(~fy<`7bzOvT}oz?l-<qZ!Tt9>2yEHo%QYPaxG)){c|q(I$bT5
zdno$4wt3#Hw0W^bVLx~B8q9Iz&#$oCmuQm9+r2z^<LBsvr^T&O4=?3qov4qzU-Ip$
z_cc$$PNOf%DSLgY{;c8QUin?mw`0dfKN<Ct>+dal&6-;jTz=<*TK}0ZN8`=y8Yf0v
z|6;d0KwWKCnuU#vXN^Yr+&d4YXFT&*lV2$Az44cjm(uhrtG8)(sxsdF(O!LFzE@oM
ztxLLIkBU-5KSVqczZd@D#+GC@MoTYGoB4a}Sc)I`2MgVn;lJ$}XAc(I=kKY*A#QVw
zQ{bTRlq0{YSXER-Z&zt;_xa7*Z{IrU!~@%xZ>BC&;d^a-XX+k4xwD&3zIO2Z^XAD{
zA-xD5wGX@REK(6u?)50^4-%Sfm>l(VvSnwL@P93@B+J<xbCj;_3H>0U*;&onf0A4J
z&eo0MSC2OOFH$jkSXJ{Z-obOuy)UihZpS{bcqz^PFO#8qzo2yv*SFXAN;poO*`y-1
zhwVy}&8qA-t8!B1m5iRvkj<KrG(*??`||4RuF=|4?!8*(yx940yoJf4?}zeYPaj`%
z_r%eHrR*#BsT=M8rSSD``eA17l<C?6FXm_+{BU8({IzW-z8md2BI7@QD%-aCpT2rX
z&1k5*bii*}W9IDF^QW_YJHL6S(vOhY-pd+oFFyO_$^3hX$%g$Wp8XQeOgQw+Y9`yY
zYj0ogZnA#fFQolmJoDG*uP?+utk;%Ei+)m7`lobrLPW_#l}H1h4+4`HFfEzQ+Usih
zb2jT?AG=z=gBv#fd8D^yt^SF`4^pfbSr6Z`O8ED#qCr*e%NLos>$Pr8Fm0YvwwlMJ
z^Zm4M+-)n>*7fxqU$f1ftIbl(iL>(ARVO<&Hn+<^=Z9YO%GjhUzO(cGQLW5qkJGp2
zeRAOzG;EShJ8H_&y?nKEdzEl;)ao}`UCVwbi2hf6llCGa_tE1Q?BeHj6;0EUPO!xt
zU3bP>yCHMEci8jA%V)QwZR?TiRoK=Wdgyh#>5PiJB>7*0y@8(}cGmHDmP@RBJgLCw
zNb1~mLbXkq;Y(`PZr(YIXVDIWb~S|=Q%{Dk_k5i9IZNE|TFCdLk6-v-UfU6^7@@I)
zwd7T!eMFOM*JJ4ieAZJrdH!8q<6zz;`Aa-vVcF^g&(ueUj@(H8!BPA29>X8Ixt|Yw
z%6#o)da|4G%6xrJmpq?{4=kZ4I)&CUTh^*nirx_m-;ykJJizIy_A0L~d2=aKKX-x6
z4jDd+@_BAu)i7AFvQE0^r;%1ePr}|SDf>mab#J|0YyAGWncTKau3y$}0y%p;OkDQu
z*Xwh8V|wwQvxDd~-N#y&Po$ZD>h+y-=2ZfJR>a<SMO)t7KPOvZ#T&CTcY>?!#-=!(
zp76G%=HAEt)Z6Oz&D*3{y-Kl7ecF3df%NhK<Cec(!XJ&*kIE+%C@nPAd}%uAzwCrb
zF6OCHb0&6u=?ke#Gf2LtX58Go*2T@J=7iaqf)6aZ^OF}uygA-^<$Vr|bk5Gh9A*4<
zf|sNVjLKH0pG?bTH=b7#I+087)%(y*I~KfHb^X)g1=CrQ#ntXT=3o_`)lr-gT7EmL
z!h|_=^#&_1{`{7tt^20+B%1K1Z(OZe!7R;Qxhr=5Zi&n@k=nUas`6~I5?Ahg(&8uM
zbux(W_0-!gDlt}ivlBmjuv+E(v~tplKkxQg-#E=_@!u?=`hvxWgh$`IIsH35f1jJF
zaK+V7K(SR}5huq*k@rpu>pl42q$MA--*0xl)8WV7Gd~zZw76CHAH3MOz)<zJ#TnK~
z$@_w&BDe~V&se;8{__4TMtPH#;!4ge#~hATqTHG?+IO0>vv1Y?3>4ay`tN|5$T`uA
z)m||ki@z@u<~b($D)E_a$wHr~gBeo=)gz8=eDA$mSW|!g$qjkGml?$D`e@m=zq(H4
z=dzb!?;5>kc+R-B=fJv1g`jOa%uj^z<-cK^v4dUBO?ghL-l4C-dwDZoNgh>FnNpa0
zYE#kDG_$L@x0>&;x`yXpwAeWPl;`<8y*)8G??O*<)ZIFN^-Upzw@`%qKHldWe)DYR
zc<1I<*eGsr`K!60&Bo<?d3SPz*r(ewwOgArEwFCCdi_1?<_yOVeb%<KBtEK(xvKtZ
zKdp7>Bs*Jn&yQ3uf%EGaJy<OBPIcICTx>l}Q*ff!*IP}R?k-y=$jStZUG@{(x_*lZ
z%Xv}l>Ab%ET#KH6ujs#UscH2_<*Z7!zVdKA4!eu8=7Mu<y3U<lxALi^)^X2{b^3YN
z^|enG2nL1*y4^I^T|Fg3Vd~0D)0W$Ai|=1rTeNPz@Oh8wCwtcVhQIN;)M?$aSj)fv
zaDfNo#Az|-+&A1gZW3`ZYoAX2ac-HW{U073(45!1@|0oq&QCe7Sik0E)f_z3zr5C_
zxJ5%-cGB+4Oh&8sW-eR)IJ`LLRh8_Ar|iOU^0_Xz`SO`Q<-YTKZ`wXP*mYHu(Mmo2
z-K7(i9;t1P*tAJXIC6qxxo(+i)q+=hc(eRP3)e5+y>#)?l`#g=_oU7<s|SZK?wh~J
zU;@t^pGEOI#Inq9dx)z?{dR14k|`9wGgLP6>YoReUm_-zS)W;L`ZYO1*Z-qt+tqn%
zziyWfQ-1x=zU?aSllbHa-OCS-Z}?@nrjBRz=eDa6HxiTUW_$geJ?~b1)$=Eta$Hi9
z9p2{dIQ-~g*h<l$FBe)SiB6l|IqAr`IVE0Mj}Fy%Zu6aYb4sD2llGGv(~6IEg!V1$
zWU<WBoa1u*!KtOrNj1%j_b{!Nc__tvNX%wy#)ibc%uJW`>^EL-UZ_~Og(moX_T0U9
z)@p(Gp<kZaz4F%-kujcOef3eid!m}E-o?tm2YMn}&Btt}cCU^JKj0jc&}22yUM;Kk
zf{W?t37?C%hQ9O(5o%)h4Ji$-dS)P59v?A#h2e#oO2PO8&5yimnT16+-QN8&C7@n*
zOMXzk<CcbB#b3qtEnyAW*!*n6-T$s%#cu744Zd*i==)-=h6Gces}GN8+~W@0+429~
zLeG%hpO>#zs*sYt61J9Q?gN%gPSxMD0z9qGmI$2R!G6~&d{f@TnKv!&30C~r_WH}M
znTr2E@85gnYW?27|LygC8UO#jdSUgy_ujwn86@hg{UGLl_cohd`O)U|A5Wjw%Wlw|
zb#+38{*@nB&5o{paw_Af`ne@O(I=;F{BxzOXlbPA?~_xVzt~l7|GIgS_DZJOTOR8|
z=JwjD?%Wi-tjTZPlcGr-sUI8j)WRpdd=m4+GbMhR^(5`v9LxPZ*WKA*lJs`#<&#s7
zuBg!1xoLHFv968w&Y%q002h%((-dP@W(1f1oF|<SS!wFWd&2g3v!b<ElTqra55FC&
z*sLWE#B^_;P}d+isV!`FO^emF*DO4C6|bTuZm_>8BP*R)zif@4#+AgQ6R*YYIW{%+
zm`m?vJ2C(5{Hf)O&dcxr_iD1(Wp;zrX99lTvpjt&jW6B3<JQyn(Rp{Hgn#C&Z&!&t
zdNe{XaIs^D;gg<c8bu1l($SM#&Dq{u3*5hcZol0uldjULqK5WuQ(j89UH|CoDL;Gj
zBc9EoQV(x0ioYIe<7z+iD{phGM)RzT529vd*`L}r=c42G7^^FOdR(PCdrt9PXlJj|
z>w0<n{P!(a3oEWjnohjzv_nDRq`=>IZgpZ4eE03OVQ;y$qcC)aUC5;QdiposPx~~n
zYr?izrk{^GriJZUW|-4Z8+}ai`0qEN1^y9+Cj!<jpQ6y4xA*XaDPgx=yS^!%E)Mn$
z6$w1+%(w7k)`uFMH^sbpmAn@Ghj{EZJq=`E$79&wzFXyjX1kf(jO)c`U-SpGnzS@l
zr}8}5+aIuFy+y&_RXnZ5t_NEzv$m}ZVBWy?Y{lk;g>6ih%?qA7>b7pa_2bOqoZZZ#
zg6$tpT;Myqhf^SR)q3?fGou>UiC!YI47c0_x_xG@Z4woFYwOac6ji3WfA#{d&mBh_
z7tPoIRdmro=CHzBr-yf9F8fYXJn%|E&CBSycarz>r$xI?7eAY0A1Ey1e&rE^thxB{
zLpG-`EavPM%;jEqRG}(Mqtvp+Qfi*7`;q%wY$`vi{hKv8O{#EBo<q~uN&h_VdY4^)
zb8YXMy~6oD`D%ZEOk@m`eNbk*^vzQ4etErWPwua$PsfQJ{JZva+_4|eKW>_Sy1c1s
z+UaN+{py`IpVO!BmFX~j?BBD%X<qcVBEI&w)Anw;`zhh3x9~&zRQ>+xdv!cC0}b0`
zug#A*6*q0cNjuApZ@wB{;Yro!ZsK0jP`}{K(vxq6PAo~#JJ;kK{ddc>MyYml*>AR*
z3#+4^SZ5}EU3=ks**PAzoz{u`Kc38(;ig=X_>#^2R{K6~kM#6!S9X_j3YR$AtA2@X
zf85u;@AT!5t1S<2?TL~-#xmi!(|zAs-@eNA2Y#5Tp0}vBnCorHDEc@)qo2Lxyz*K0
zmDlzkcF=!PW&d52e?{4>Pwul`=0CYz6Z`$(jf{fTzZ0f>V{3ia94v5Y{^i;YFYVHv
z+tm78NuSEqtL^RjJt(7NzxZj<*6yVJoUa-;UR>fNd19q_qDSCIqpwdmi_^QAKgzak
zu#Ufb?R4v#ojcX{?JfP5vvP*lgcK$Zm30rZ9#x)A)O-I?Z0q8>{TkajzZ{R~otvXA
z{LJc!o6c{)rjRB@c8y<uU*4U}adf3-$j%dXzh=(RY4GcpzM`OG>H7Cl?HOj-BOz+n
z1hvw>zRO`zU+`>wGUr9!=ew6gRbTMwj+4IsYevJ#^||Gu2FafdH_vYW-5($s$72%M
zoi1`=k%o5Nq=;CXpIe=TRzI5>>AhWcQPUFnn|&wKBLy@WPKq!cnxX6~>p0ctR%Ypo
z-`n=)DzxU+ZhG>^_ieQ36fdQ&O^r8itYA=bnY_m1J<Dy#$U|;dLe#s)fREib4o|si
z7HP1aV?$@q2azQHLkpZ<efU(Z6@K&Hbom4Q`f=^t9cc{wXV>cO|Mu5t`?+hHk5{D>
z&VGC*^o#q|l&QrGqM4;JC&VVL_VT;B;a-$V_{xw~zDtTsKAWw}51gi-<09xg!Rk7H
z^n~d06FuS+0-S}^-yVz>2@mC4<@z*B(M8N{*&CBB!lzS>S9+xi7NqOPOm44BxX~`%
z%_vlA*RwaptN;9$y$0^WJ)dljF6`hDjo-bQ<=?9ZcbfTC)EF)Ll3pq9=s&jMZfL+%
z3(iHKeU(Fx^qKka&c3=KxnNas6O-g;wUED6H*Et9PC0E0ej`yB|0$$3CMZXD6Z_5&
zCqzmG;>t6%ukJsw>g#6)*F9?wKi!lr(SI<pSia=nolO?cR<tELzF>N*R<+=iPgU&-
zMlUam{8@*5>{eB$p3awE=c>B=SLV~^K1(}K<=YpG+BY<Y&fDXsemW&eTq(DyihKR_
zH&UDCg#MG>I3sLd^MhxnE7MlV=SP2*F1hpBXtV#(owhra0&eLu8g_VUMXYanDLaXI
z`3E&~h3S$JP3&Kn`Av%0xvFmO5?iU+FBZvny>@$4K8fd?<(q!TACb3medf8Z5Y=lE
zyWz5N?!1OM?d<$LuI!W6I8TV!8RBNNXT9=Ce^c2Ag-Mx-bCj!?XSIrNV08)=E}4HM
zmR*ZyX7aYyhN24xn~Yny+81x=*Ap(+6BF0o*rB#>y?$pPyTB8F_YTfp=iM&%r)QnN
zuPvsyY0fpl8Viw)_swp!D!DvN6zu9?+3vf0#$rB$gm}r$7l#U?Cw45FDI}sK$olt+
z$B_*chM(Fu{-5&9q}(rfN%q_s%j$~*KRuhPdnaByu<vbg$jNA{r6tcFr=^x1+jW^U
zzVyw{v`qUW8@!BHaHu+6_^~UZr#bb?h6@Hfs>}!e%@Pq~y^yI{Ven&1_Czy_->cMK
zn^`vgw4NH7Htkkd>%T(n9<#|4iz@##Uvm8AG^uj!L{rI<pT1{nou}IyU2ea=F#3kl
zbD^#!83LN?Vz0=rsxKE_^XSsQ?pX<%b>WUh1&?g6uw*AKoqDZ)>qVB;iSOIi{;l^A
zUXy8?BmDE2?}ns3tp0a$E01>Yp0i)h8Riq>`TvAkMDU*cv!1e7pPL=LwYKuv*Y)aV
z2bKOeADVOikZhL3_lUojeK#D4Y&LiryX>;>hO)Yy@9XM?bsmcSI-?e08MkiPiz(9V
zH(9jPo8+>auAVvk>$CA2-!eDtb4_3J=5IB3e<)^|o*&flqDFYlF72zQrty5S4_(_6
z)XfsyKG!rndL{p&zf58)G-@^-KUK(YyyH-@>dVD_e$g8f`}Q4prZj)TG{%IJ6Z|Hm
zChyAJ$-Q#*rkU405`7)oX8Eyfu#ue;Ww66>H(!e5qY_!Uwezn>==WXz)UelA{mDUF
zop<}=<hFF@Ub0n;z3irbDwVg?X6j{m&+B(Q&-(B$&E|Tc9{X86_OkL+zw2iv%l8Vu
zoRymWEAQp3jrR`u?|QahKejl6zk5}e|8<=QA~LGSFPnN#?3nZ@7&PAfXYtEfPbb^!
z#%_KawRz7o^}u5XcWXW3@SJw*WMbehLx-<(FI8{j$~<P%^ww!s%5k+=4`X+0YnIM=
zAs)qAH+r3By<q%(#c9?vnLUvn#XW7&LaJYDbKZn0`WmlxD=oJ<@Tn<J?2?K9mE~fW
zOx_Aj34S(bp5Bs34o-g2OF6qAS}i}$-<+-ZYkt^I&A?NYk8|ej=HJ{mLt)CYxHDUN
zCuHic+WqZ8fU3^Cb$qe&eG{(g$KReMeEdSJO>5z5lSuCg(-oqY$i>)fm*BKbdvu_2
zy5TA<Cf^Hg*}Fx<zIvO^YVMTGJkKw^d1vk44uk!{k@s4T-F{#A>x<XL^85n(sf(tc
z{u9!*jCbAAh1OdR{tfAJGraKp^#il`cY!XCo^tjt(s|0B!9H`+jK=(vCT*oley7au
zO4j@p8#A4A@?*`tcjmv-T$H;uAWyfr+v1hYq9zM3*^C>ZZ{>tjRhPF`7Ibi#_c_Yv
zcz(b6;Q-TDUB?F}gG#0*&ked=x~%{27n!y1F7&_hSbT+->(Srdpz;j`z86KmzH?jY
zTAUp*Q+TDRmU`5(YZuPROnRM?Ip2EMqGiRsLEU=g<%>gBF?|SFd?i&N&&*5rgaAuc
zSWo%0Z}wXQwWe|F-+Ox2ZRG_Q5$UDp7+J!@e0Ed@Exy80^wl_Tcic|C)rQeu{7t-4
zk6hz#zH?>nZ1x5E-zK`Pe0pHVUx&CTlSZwp>Qi^hm4Ek?ZTC&t@1M0S{lvkqFa7Vl
zoGcZ+C``}2@_6>0w)7t}o=uEi^=k>=R`*rKwL!B#F#R|>|GN6sKkMJS9-6)VZq=K8
z=Ym96t<2sja8c#=61Nq<zB<egG11SR9AKR}>FHXR*&%b-wYyX{UA<*_S8c0$sr8L1
z-?w^--f^h^?w>n(SLVe!r`aK^X3s6Kv(%HC8tb#mchyeoIe$ZzeBhb&_wwx}W-M~q
z)9%#r#9f~2C*ZTlE%?%sz}cO8(~DZGB`$uQr1a7A(}Z`cHFs35Gk9+?HT_HD=FoXP
zN{(&?kAgEUUw2cN@bWyhd`ge#Q>BEcB;yWYbAIdhoU*+krMIN^JU3Jh`YH70cFlst
z#}pQ(_a4mn`PVVoU|QUYx}8zY_YX?k+59I@viYKwgXyb&sb;~C>S?>|lry%KJT&!}
zXkPlzWur{edaf&z4oc{F#Oilsh*!-wwD|m>COp|7Y}u-iovVb8CCn^}y`!`5l0;A0
zeaqwxbAI%jvMD+$i+yEF-cZxW-gEH8C(B)t{@1eJ?=jS<wDdP+bNzZ*H`(C2+}<5k
zuhV#raeUZjnBo8X=`n@U`!_qT-E5s>nDOCq&q1Gl9j@Cu^gsF}U(owvF4Zh}r?ts2
z;)1$VbGC8ovyvn~Z<QyfPv^}%-eKV@b8$zy>a^J}+1CDlRKZkwkIi)cfut!L%zSl9
zWGa1D{jNS?zhusY)7__Bk90ns*DAu)-Y9u6ao>@sCW&T+F7YpqxH^(v1u?ox27I(t
z51276d-czQ#V-!dnZI-Uw0D<Ja{RT*=ucfZkyE`o_h^*Exe13P%&q5Kd?hk_dew~I
z((MygKX=nSnt#h8#lTP?{;VnALo>zmSu&sQ#r}DG`&qxuisxT89rTT!df1%lVN>OD
z5xHIMtn&;GO3w)FWZN3LdQGm6qTG@et*;NSua(e|ND9tOpHuP9_QkcGNeAv$Y!=<4
z{9%fHUV7V~^Z&mEh5!Hh?f?HhCaiznhg+}zwO{}3hBX?;kNo|6=_>Cs7d>#_^Mcx~
zpo7&p`)&4pv7Ir&?W=l!?5{+pWzHf0Yt@#l-c>n?vvSg_|KE)j558hnd(spqm-ncC
zQ^3Zs_21^)IM*pqTk<2Tu<~b}RApDY=-rhsq*(>!oWGU4+4IM7?LztWM}Oa2@}^|l
zq315?M_dvjcQ?#6G_4HUncMwaL)GtDx7>s$Qa4?NCKYl=y^?mQTXu-+y%3j-NOp#>
zWXNO*y?PS?@x%hV%MtHhe_|3nnzSv^{qCWf)s0UjL;af*uUd7@zreOu{p$+#={i%c
zY&w5Exc=}N-EgbO=!E-P?Y3X+Z&cSvUb(N|<rw^@#_+n3?y|W$9u6*hb@RNI)_k96
z@~=>d-S5?{e)E9Jvx^z-Z|2Uw66ksT+|+9i^p-g9nDU09(B%zJ*yhA{VZI+7H##rn
zcipLTF@ihZ)R5b-aDGoqqGY4jiK=rqa~w?kwja5FJu-Yz?A!-Ol}!#vnQuAL7S?$q
zn5pzttf<@RgzU$^zs20;46ZTsUU#PORECScS=e#;Mcc)nthYVGmLbQ@aicW1;XwVg
zy<Br2zh3Y(K_lbE?ugbUO+L~!r`GiUh)59Mzoli?irl#PG&SkRCuYgcetjkTUPx>9
z#GY@C-`5$G3vsLZ1WE+BzP*08Y0IN|+Q+}fCC*@;6|%+p*{0un&Az4OtyEdmf46tZ
z-6QWeEIg{Z?Cp-4c^PXy@yDB$8K-nib4zTue&%s=%b8sYdMxf2<|Z$G-n3;VYiWVX
z*FdjA9@E11R<4s$i(cI2O}ets_2aVJz1Jrl_`kyS;7^A6yEQC6?cAur&}J(5Qzys5
zVOLR_@axsrU2I#K&#&ctrCyZe`+-3|R;YO8d2`>@<sTNR9-Pdyr6yiK^QRHBdy@MH
zwy8{ot9~9oan_zq&%^e_h7Sj1-M%d-ShsQh`-Ve1!!k|TxeW{dCOy}c+wuDhgW$)g
zJJVlFE<BmDtyJeoxS}ZQnui%zoP;em`#7#&59%L#B?t3-{-m_)Z%iD^bcXK9Qyx9L
za&`NsrM1~*H-oj4dwlMdD>#|OTdj+43$V{|d>A8`)-f}JvokV+&&JI9ut2M0gh@?@
zzPeFOp^J4zTJhpz{}ed6q;IyEvKxghnbFKUdqJz()$6Nmo^SV=q5LRc>%H;0rBN5t
zEp%9uzu&gdnf>5I)x5(+@7Bq0ua&;{Y|0^4iO8HAvDTLy@A`4YNG_1pT4VUwv|ax&
z^VxWgtGc;gi*A;lmN)1$w{Tjt&~2~5<r?nTbBB7(9dGW~#mAo_P$j}wTl#uWVbJn`
z^a3M?nDPw!gNcQ@o3?eTiybVeWPEElNx0mCY3gGwk#?5XeSF#`ENa0TQeRGZsjq%L
zefnITBeQHGwiYKGEs^>*qsaQosnUzOk2%i0I<bsBy>xD-45Lo+HECAY#HUv`SLQ6{
zop9D?)}hm(7hIT^I4;}Z`7B_H#@+bJxacLZ%V%}G-MaZso7J4Eiwb%2P43!e8pf0O
zL_^n4U*>$bUA1=E&c2TF-C8^zRW4ID*?-%}b=fm-UdpTXQz@P|b}rOWzI@z8hpCgL
z?12bRB4cau+kNE@=N31wG34`)S@NE}$R)$2O5Q@xQr%3uJA4uEdzEg<lnOhB+|B(l
z8;<PJf39$Hf#{Y%@n;z^PldN_;{2c5!C<{5WY(^L<a?Ie^Uq(|mcCfsG<CX4nX=VK
z<rN`|s#(v7O^Lbqripjy;<%;_vParximDW)cyB(f<|Df855w%j?FXwi+FzLRI>TEe
zD5^y6>R;~(GcRtM(JS}3HzPx=PKZT#Q}yy6zOwJ#j-D1$6H8!b@G>tby;Jh&0N*pQ
zyKKyzhQ|*zK2s9rXxz(o{8*-tR=}f0d;4CmH25JVBOUke1jo5e$w7&AZ|^g&eB7S;
z#ZKhx<E@1&r|3#+bH?n}&Evnw<F)B@jd+>m^J8Vgr5#ayvsUEEI@~m6z9^a^t!8TX
zp;La9+_DH6Pm33;Cln>$TQW_rQ%-7!^{$k#qkN||`CBaI8Pa){^?9xCp3t?q;OGX^
zE&r>WGk@~lx?XRyGJmG|{&*Sryq<Sv#}}L~J+LZ1+NrI$l;z{w7oW0rZ`yOu?5=T5
zNSasU4F<h_FM(b*_S?-<m9|(n2P7VSz^J@YLOa=@d`8fd-XovFeC*qDcP#rGp~xKJ
zZ^|2}CM~IR$Y_x+zhFbEMb*R=d=fWWHumh?#No;tc}{<aLYU8SkJ+blnjc;jdNFb4
zWW|k>D?I-$nbmqOmrLAbLl4(01Isg<cf@*XyU&We%6Q2!PuGk`G%7slQ}Cl#KhA0D
zM8}o|)+{bD^(uV!hjGpK7=M<Bwa<T?nOS_GK-=J_+LE}#qLTw3D7IGj$)`+T`%ZIa
zsSE!sjkkX$Hg1}s@qCuk{ouWi{o3!kgllwsNVaZ|4f#6b<n$Y#N*dSq+}phI?!knw
zM=MWmeLG{r^QDICqx4j#-RPcP!=-Ba@Xp!eE~ip_&+QfZ-@TRn!m5XxBxJvuz1^X?
zjeBz=bMKBXi`pG4E@sy1eqMQ$_rmWhK0$}dv<|98ox3EkKD%zG^Xd)K-o4vi#_Z;~
zvi5kXld6xwl@|fhS%=Cr^vlG<{@${h8=4qsb87bFMKQHPzh?%EO!f+SKO<s-Nv!2Z
zC67BFna%xN&wq5bVVN6S5i?2W;=~F?wRMq`8$8y@Fevr2nm^wY$JZgY;cl=|?*)bu
zFMmhFy^>E%wAiW>lFYU=X!-Bh$b9<u&8H!53OwSHYpQd1A5Nduv|n^tu*eg;y4^Yq
zW_Ko?%YM8qUpzj!=WO7diz@1mFDdF5T+*$&duZ#^g)S_im#a)R+<9`W<*7ddllnn_
zh9ud=^BImD@3)CRo>I}adSZo^&&~sDHwsSXFn=(k|FMk!IySDS^VCurXIgh&^4)Ih
z|4c$fZ{c@;<vn-qPSkOk{ibEtlLcEurgR@sO_Q2y9L)Q6N92daeSV7yEbH&9TU-4O
z-MZuHi=NVB24TkT*$OYxEd3l@9rK!OY<C%dtv$JC#_ixY(~s~^PEo2!^VU0=HBrfE
z>6}n4zv7R9^Yr3^*WM9nGJ4%4TsK?Aqf<|oYh8Z(qxEX@o=9}@tvl_x<-O`f-q%&-
zi|X=p<X-K5n5>#r`u5+a_jUi*d-BiaycH^tW>#EtUQCDG$<9JUQ0deEy|<bsdrs$l
z5X5Q`UL-bOIDK~RwcxW7dnTQE)@3<w##^(;+t)l+JCS-qc*^U@W9l#7r2Oo%HJ#ES
zpmH%oV#D-Y>l4ZrjQed*#Y=BJ?jcdac4VGim-7myt_p>pJs}2n)(5P)+8C^LnXP@<
zSsC5Mhnwo_YRebZ9ho!l>boy`?0i3?_$&)D?w3_R-M86IvgS6Q44135^Kr|99dBxm
zOLBXPxbHsKQYIUec>Rra!H%lu)0o{WQj<kZ%qQ_%7NnI`i_GFRW#izR^JwkNMU84Z
ze(tJRQvP7e>)_ezpZTpn*UK>>*td1L`x9@MUx5<q6wlqe%{NCTU|rS$zujD$YIb_?
zTNSWewJ4ms{e0nr4j<#M*|!@fdv3ITe?U^~b4AUnP^+WU-B%j3pXi*`&S7xH;vECy
zvChwj8Vcj*?m61W<owd=s{Y!=+FWPc9F?DxYV>|pV{Kc$e1+5uqva-6OW(1vrtK`*
zz;nA|f!9L8%ik1O+iEU(ioZB3xVmm{&YSd^KHM84<>C^YGySZePd3%}ZSTA3mQi=v
zYqbF{TS-cEm`EmPYmjH6kCMh?gYdX)|N5sJ5<Weh-CC{YzkMOs=>(73dg)aP^X94u
zFL-0<^<L<czX+r6q1go`MZM0NoW@VDm%so0rDfi|ZxOG=S>Nqlq$Q)|`Rwl1)IDc-
z<{aSXUGP)nUBe;P-P8EqEb_HJ_(R;fYE#Iuq;>w!YVSF|ag?~@n&V;CqIi2=z<0@4
zSu@QU4mcZUzv}Han!l#-*v}r}yWz{;O$`lmD%{v%qaZvdBBV!6hV9Dg69-o{{9~@W
zf9TGGD{I3#JWlcnF6)%s&gAOdF4B8pb%V#}az{Ts??qlbN(*P5+bgEHMM(L*#8gJJ
z@Fl+tgD-|hbuaj3==10Z$EuXpvf8<BwplW2dT~=_l_$J(ciypY1?#uhPye$Q_x-8I
za+0>W0+A<a8yQ$yaM{^$6_*sHCgyTg%z0buzUhw7nJ53|F47O+nziU<@)=1H!_WFr
z-7|mdKa&*lP?((ayXVVRv97+FEl0IPe3&xoWRE}ldVk^nt5?3upIyJR^8dxZvv#pc
zzHZ`?XP2+rzh!^lT_&?)n|*(;p8d&H8s~4a;YR80_~gk8uE)QfvElk;@87G>rteP*
zw%by&e^u<J_iw)ZyKbTHza?(pf7A8)b$43q&fT@UAm6>PAl|0n#fzf968jGx-x(_$
z*m6z0?fvuQ-WNt(>y?eyJ6|w)&CuuDV%JvX`1kXT?c3NjzFBJ9883K!I+o>b{W~M)
zj|bKrWB+n}g~e8hTG^(k>EC1RrujQq|9KnpyRFP^<NBxbc@^ZJ|F8UcU;qE>r~miq
ztx)@WvF^tFTgl%GJO3H%{TFlLetq1mx0C<h|1VhIYJAA+bA0XgpRXUcPLCAhn{ib2
z?bO?X=ghX8KP|b?%KgRTJNvpd_QYA|^&I-`a9h%>_P;`!_fpyOitDFu_CB0w?Q#8p
z^o^%&e^!awoi=h46<_LWVspXeM+~RbQI(^=-#PC6k+kpAcSU)P#$Ug=Ea!@a?a$LX
zZo{u?()%hVe#*9|CB;?o&2}yKr(9r?jy)Wp&eFMG=FPO*0Xy{NG6KT4FHqTVo%iCr
zd+i5UW;i})nbC5L?cChYwW=xQ7G*W@@*!dJGF+dzmJ}amigqxVFZuPMb7KAli_aF}
zHyn4D{+;w>b>OG1$u5ozUt4xu*^xH;#jKa%m*xA9U(Zdl`<He5`uxLdZ?klVi0#(f
z_&0Q^O#E@~?fmiv0WoU7b=c<L3lN&I{zlAq1BpK;O?P~CRJ(pi=GA5G#ap(^FTd{p
zXuA1PX11FK0=YdUQ{B#lb;Qa|c={+&^ro_OSM$@NqN1l$7ASZz#Ll~+-ySgk-oIO&
zxBTR@Gi$D<&x*f$drq#Ld7$Td!3)24#1|>}-Af2u6Pz1y^w7(rp;ZjAB2q7e@)8~z
zAE<kxwNi6i*)i=cHs=%KMOBYy+-_UATzq$hWcb0~R;e-BZXq(&Y|@X+=1krDJ$u`0
zWBn$H{3q|r1izGtJJim2E2qt}___ay<@0JToQbKDHom=)ar1jKb>qeB9-T1bH<|dx
zI(*aiw>zclqc*7KJ~#MMa(B_|XZ`$!d-Znx`#bfvwD{e3uLQ2S2z+dqbdmpB!`)IA
z$CK?(vp*&;vF-e}W`kyLrT@<xKl-=)ZCK~Otm48Xp3<}Dj;Lj6o6Y~`+dE6d-|e3N
z8qd_wjtjdbLp-#n1UM|u3B0kZ@ayRX{6{VIt-e2gutInLA+ZxHob~z=<yj^3Cf$6_
zbc_8-ht|m%p?2D{;-t-9ioV`fANygw^plUdcelNNw77cC$9l<@$s0GQRm80qj(WIn
zv*NpLYQe`#U+#Gyb(&ow_f#xPZOnxWrKfJ%szp!bshzXiMpABvL&eTi1-BWmuGfA4
zzIV~Sy6?aC{krwiJ>&D2)}t;zZp_XWTmF9c-x>U6M-!QwQ_X)Yip{s0Ab&Z(Hg0D7
z#QDc;5)_m+t!A9CapA|Tzl?8!eokys&GWy*b~eMO{nu}AjSRQoD)v2doXc*%G>hFg
z-(Ky<2RmQ+MW^Qnp76Y-mU{2*#M*mZO;_01jec1jS$1*WO?RWHifJ4g7NQ>xa4+aD
zuHC%q^S#-Z*1tKex;LGfTPc?F)0+K?B4+0wTS@%eb5pThz$fQ|w$(T7yj%AI^`$Po
z<z+OV^4gVW-_26f$O~(4mmjXWdh0^)mz0$7NykFpHBVLllKSt#_uYNQvNxWaUf%rw
z>EAnc`j#a!`OYu*<yJYgKA2g2sj&LHYsy!Fy({1N<a&y2^Ge&M5}ljb{QJv{HCqlx
z7Z__FUoJjpZW_aB&D&3}YA*ObyX2;Pw}55HN5-Z0*S;qTPWbx1Vbez6ZkBb|mNiz{
zUv~KHp001A@I%pPN4L+0Lz{CN98EVb@ZYQ<X|Q#n|CJQZ87h+&#!l;0csZ-&e|Gt;
zsz0W@@9pkp&I|uy#w=&|VApm>nfke`Y^@ezEeWe{mY!CZNMM*&=w2_@T$c7e@AMv*
z!heTiay^^B_U=EVd-d82Y3-wvyk?2<@kfdtTwrzd=Eu^H2a@fs?_`{q@sM#v;u8MN
zxnCDqI9cyn{j!MTr*ZiMvz$#9N#gDWmhS?k1d94SIZSuuw|-k{@T;%2;~^KfW|#%b
zeCH#PyKADuK3kpG7V*sFjZWwN_Jd`Y^Y%vW*OLr7pLNAqcY#Zm#wX#v%+tJC8f+J`
zCN=$8blq!VqKWyVnm=FF`j>qStKEM;>QKRby_+-MXCJ<j$Ty|HAhk`n()zh>e1yxM
zy_=-ptV!<q!nl%`<)QMSr!%L7s`zsUD#g8ZbbRr!@tag}k>;#<ZNdA0O}nvdW&Y!+
zW;WC1o&58@F6-pDH_`EH@|>fck|sNuJ+|-jTP<hGAFR4`-JviRZOd%ItLjC!kG3DY
z`8_`Ib?Wa2C$IgM*%lX9Jl%2jbGw^W@4w4T=db$1vu)mo!{Tp+Zhyb9V(aS1($#17
z9NMyH!^>K^$oDo)aR*OF)U7zFcV1<V)YRJO&eiGF3*<AT9>#D=wTg9rzuR2(@!*6R
z+u2#y#kq0MKAGCRdivB2#sLbPTlT258qPKSsPfBdv-9V=_J9XxIFs(lvGQ-(<h`@%
z^yQ_$)1C$id~R7_<+5+?15+-I3XNkm@tmo@)$WM1Z%qwe{Pe53L{0jF;uu@SSJ^?I
z4(&W~)!21Qs<aP_mHpIJ=5qG)HdNnLK6d_&vdGEZM;+yIYdjhmrUkQ?%onJOe|YlG
z9=rK{dwzM}ZaT|#%lCB8p75MG<{N9Q3jfG-Z=YZ2IaB!rKij#S?BFZ$Upii&TD#$<
zS#-Lg#q5h4O={%y)aIW2da;R5R@JwQqv~zzIX*>+T{{);pO2lfik1EO&)Th951*Z*
z>}V~Z)#bSO#=RDP0Y&M~#Zv0UPp&=Tn<U8{^*bo=RPwP$XFfSQDhZ18{P$`UHILSs
z5x=Zt^@fC{3sc17uFN#z&}+*1?xOov=&N5wrt1^`2G6(0rtD4Ezcx?)1Rq07LiFoS
z#_n~2MR(Y;`5y_$g{A#s_UqOXIkM^W&dLL)Y<CG>zH`zpQ>t#cS#%w%?(+xNVp?TR
zohZG*UeI8@GOR1Y=E}y*J4Zgfd=+rtxbu?q_v5Ed$5`%?&h+HS-B={xWWS>#k8`D=
zu(R2ruq}H&bzEzxoh7*CXsQd_2kun;`QNOK!k_({`8R8FGxP76s)^#YX`WYfUs!Ka
z`L(P#?W(c&qgs!7kwWKnI{nX1dU5;R-;=k#m6pGF7gKWj{3n5Jr8k$(oPLBS=QHDS
zanHQ_M}w9$YA6e3O)l}<yeGByd6NAWivX4%qKEH4yZDlo`IXYKeY~vuA2QgvKib!D
z=rZSg5jhQo==|K{&G9q!J9&0L)tww~A^fFmg4DLJb}wg5SJ;srQskz=a?*-z*2c3v
z3%4yk`1C!KTRh)^$JRz1g3ElL2sG{F-qHQz!GSqXGz!u#UwzOyW44V&+l{6ZCmdOy
ziWd3EzhEeQ?saaG*S<*>#YRV`y#1~;cZDl!#vALDZK9jRX4syb<I5qrqv?dg1Scb*
z$b-vPn!KKF;#ZJs)Rb7sZ2X)rBC+iF%;h^9Cs>=7N*2x)J@({A?!Gm>%tG&t0@;qu
zTxlSn##nNytTXz;rjjG2(%-f`Gx96`Yr6N{_0NA~=ap>qFBI}fe051NjqyQQ?gHsb
z=>*?*TMymy+L*oU#Qh9$mV$GIOXXyqifx;zy}x_m@&Iec7s}OwGmG-tGcRvR(ej<L
zPi)zy<&R&y;bcB=QzxwBxXQX&yYEh#@@-iTUwP5XA3d*Q1rHtG$6G5QmTUJ@<>CaM
zWd;$vbM}O?CH>}laqHrHX@0+&j&<wq>054N_xXFtY{5B3tI5?Shq6v@lKNWY#dhh_
zf<x@A6V9!3*t3?C%YVoE=J`$+rqwK+%4{BJek(-g`&2E4w=W+oYcS<xR#CUTDlPdh
z|JZXO<!bM*wZg`Czns7Nb5YJFkp~%<j~%sJ%`0#4O1%5jNB73m`L~2hX6$8VogY4Z
zgVbyjj_0S08jH5cab(^7rLpFBt;GZ5RSSJMcpq{-Ddh<JIq~ZILte$1nx_|^STpyM
zfcX!eE%9DnX&h-U6g1VAPd8Q(4pjEiw4d5sEp)3i?9Hsd2lW>|iQo3(;JsNl*Phd?
zh%wn5ey4k$hZGlQ;Ji278Un{lB`3EQ{J3G^rgkuM^XiQ~?F;uU=klAdA$@)DE1uo<
z`SZ{3I52Vko^RKWPj~71_cB%4bH4Xto-@CG?szdVbO(3QPyG)4)-!*fa_GHVIAP;L
z!P_S<r>pdYow*~P`Ag*rdy!Ae#6t^Cu%7%A?tkTat5xlk?&_;%)8^k#vW#E$|J9$L
zYhJl2|1|n*{z874dDyo0{7dyq`ESiRCbmpq-F>Ea{zfY=INk}kahR=ifyy1lB`?Z~
z>#W2!g}>ha)vS6)`K6OKcS0AvieYG-a-nEinsSqt^g}*}zxS&DNrY;;zucd5QQw|V
zvGbzKVfjYJNk?x9ygc@E$02cNjTgmX>)Tg3`aWaW_SI-1^9?b5xeNi(Gg6EBvR)Wm
zYV<oB_fEP)dxK3@Spn~w_3a;c)=2!?WgBe3w4XB|sdT~S7=h<qJ_0JG5_isat!OT}
zuV%m5QSoSFAS>fxzH_Z}6zmJ6xmGP+F-L9nyEOfp3tvAT$h+5eXwR;O&HEf(&6|@M
zes$h0coOnf@Y5z<rlREwh4~L1Q9CW7ep|_@;nrkvgY}=XkN&uzRQ|#4xYX<2)p@=>
zv7BvJRlPnk{+#Q`Shi)CoYaM{zd9^;mhfI?TYY}{9{H{aYol#{x|X|Z-B`?#^kGT4
zz!5J|shY+kaohJX%6uwV5FsSFH~q(MXLkXYlhsx4E>E2-$FceT?2Cp^*S>#$?nTG;
zs%0fhIt6)F_Pq1ix57Hk@Zxd)@6o>#&Gy+w-o6|ELHBo4Xn^q9JQv^1vF<!fpLT8Q
zst(n?^X`p<){QQ!>DdembWJM{yR8s@?$ozUTf}l(yusbTiuL{y*UoPdKWFb^&-j_~
zfO`&CXqdo9!v`B|S|)HkEKiwWtmbp~=$1e8j+}VuT5{n<<wouo46MpiHis>l{`iPs
z<i|Xz8^3of=21U);&SGbN86OEzaQRtK;rbfEsmBRY(=d+TVmL>R<^3&`YyFn@Ysqp
zjtz^&3)D8<SaU?Y*|>9Kq^CX`V`lj3;E);2LKWLzov)nM=XderNt-H9HS0BIvpt^j
zXFA(fSzY*K={D8Ogem!0Tqh6zow*;nzf{`wP1t^A{jGn7+8*zX>!z-p;P7m9>WN=r
zBIWB^b-AUNF2DFV`|$VN#K=HR%@ZOLM{A|;ZI|8<9BVqQbj5}r?feDPeV;VV?%-+`
zJ;Q3Bwm<Da$P@lju?sKCHauY9Y}e}fC-vsegu03|o0oTVsX6}VXy3Mk)zqf>(MzRm
zQ6VeMVq4d5iD}ha5&YyZ@BO>y+@|aBJ(4r&wVCn5w>Wmvp_^Y1a_f5Y2c1b>{eL2R
z&aW?d5;lbk>!-?DY@c`NUwG6{Wnp3e{1<cF_xRj7sFiTg>)e*m{Yp-j2j8B$SijY5
z`rhokIPr_pr8)l!T_2uL(bN$0(#}ZQrIUH^<=cN1iSs8dE9p3*$#r`E;_N2l`G<}P
zy|ONSmzSe(c}COgD<ac_8SZY|!{8-8XY(%WX8p383!lF@Zu&LP_QEldSoY&zPMo~{
zZqv1Ubqlr#@x}Ed?mxf4X<ECCv+WBWrb*&2B)F>e6f6#8N%2lzZINX*|G|djUn~#K
zygit(`nBv?8`(?NMxW{)IlQt~PODw8^!nAB8+<|1_7~4IpGlp+;?OOTIrhcEjt-lI
zELu-7FSB}Xv|2gzSD)~M8B@N-vMisYI{#_RO50CK0l`|+AFbNbd2~(J(<<AWx;ZV!
zXRW&#ww?dDYh2)B=IFaRpC`^cDDZ#E9qs<ifQ0PrHs>F1kdbM+A)q&5<>~y8%O5B0
zIJUJXM3MVo!y$c78BZ1EryRehM*sa`b^P8A$>Z18{tMOFdi?Q~e<`z$iJGKZ|CXEe
z>H1}pGpv`No&UGhgm-o}s5W>KXwsYcFCy~p>y|n1p73sbbbbwc(rVeH(z((i{}tsc
zCp|k5c~pK{d&r;7LV*#NcNBe?ZZk1F_kZ2ddh1ymxMh|0e|WV-@Tjx+)X!6O1!`rS
zO7(;0eqXrH=cN9eonNo~o~?4~{ENTKKGkl%cVBDkdeyfVCagTo@#=4GmG*DH1sBSV
zduQ<;Uw7}ms=nT;_Y1y9-<+Gr?O2-;{{B2iR)Y1jgGa0C=ZQbaaNqlX#u;XZUxvyn
zzRO=W|HZfWzRB0(s{MkWzJK|5=GOn3z5C4sEgj|=zW6)4)@so`d)3{o#Sbiv>z&`9
ze`Dyp=w5z;S<m^Ge`6T_2JO9XC$!Z3q)N-}FaMIizqY7(@%L@*)A}QQHCzh<<{a}9
z$T-a_Dx+~nmAO37LcGby>GCo45bM9|<oBBt9Tm+J3*IrOs&j5YxQOKpInG2W_ZdnO
z&!y7;9j)ipnK18fx}wz9=A*l}FM2lj(4o7o($|`<w06FeQ%bN)c<%RUA@|4adWTt^
z>w}Nqm}zIQXmO07srca&$s!#GjV}~E7U_+=aJe+-!Qwp!lX7fV{a(H5aKvnz4ZD^Y
zEh)F(!1tJMn*V*xn-S-(C5pKHHZ7H?_1c=b*v-ph$LFb~68h^NdN9vp%aOR;xcy4v
znQN~ezcSe7`#i5Do#VCSp{#j|Yru@Ewhi+X*VOB_Ts7mKy4fx{Vn_eKH6f3m&iU`c
zv-)jR|KdMW9oH0FW<}KbrmTydy!e?*oXr)({Y!-FoTJ2^&e)s2xU|>l<yr+n&tydo
z_n)pt?q^#bF|{6d5f|CgR8l)t+FLBosxr85R=nQwwX$*(7GL|e-v0OZng2F;)~A06
zklFEeYR}}CHJ%@n%UDlLdbGHbZH~v=L*lPe)~n6Y(R_FN$BCA25kY%4mv*Wil@&cc
z@8CACuI-ECi}x?7ID7rir%8_@FLSCMWjuZV?eXa%`LAF5<V;`t>}%5c+vl#_e{<q~
zbk37CH&(4No5ZhvT`$+^?}L4(+YObvb{d}eEo09!i<7lP_oC6thgtzI9=?6xDYKQY
z=8CC+aGLct1+Ep3=k3Wnxa^k73jyPQE-#yM*0Y3{oj<DQ60C98xqSVGx&AB}u1}Kr
z7l=;3u~Exy!c1Q#?dsz$XV-rZc2zYHjQ(udzg;!N$@lR0(4{e(&0BUyKHUCrmrQ`Y
z?)P<F>bGP&{jQw8!W7Aqvfb&f;JMg9Oa8M<<c_f{eA#<*)4qUZd)_5UoV_^b>atCn
zKkRdriIkcc(mOL^;R0^k6v6jF1y2v%{kSA@&J#x6Q~!Dc4FsPv9oJ7%p66!}QzU*`
z(80b$KDe>nz#@2_lPmXLr6b7)vJOXd*jxFqi_A@6f8ST&{{0B&lN&wDgOmR@T%Ea5
z?EYMfdWNsEj-_GGFU=J+Vw9D6E%~+4Va3d=wZ>69c33<0@=wpusP58mkFh-}w9!xZ
z?zC=0(TV=z>J$DQvzFKMiT~rZQ(3exbAGCq#q?T_TbHlgeYQ{H*Vf{jcfP!LyKC~l
zLoIFkF8vF~-#oMbHE)%q`Q1J32OlMeZ(Ak9XBs5_;?>3ZVP5}U|381K)4%-LCx!cA
zmK)ce4&Gl`_AWPT$Db?4lOEqax%{o3Z_tB}R?4rBxqd4ZDm`4iv3%3n-P-4;$+yRt
z*Icarw<2vyYo*|!Jyw6}cAk0Rq>&THtrflX{q~Ohov(7-7hWy$zWc%QHLGLzw5{3u
zR_FcLbZUZo;<imnT_=?uF40>S)wJ_R{2J+ZR~l_!#M~`t_ShCalV9;w+xwG;nI|x?
zt%~@SnR?imqwRywr41hq+bcE|h^@)5^S)WY7&_;+?ry!l$7WB?*UV-4E|7Wq->de=
zh5xQ?+Y-L~E6<riD^HUUj_`;JFXUoOW!&m^ev)rw%$_{4^LY2?)_qGdeyFf{wb*`J
zusZbqIg#FN@!Sn}qVN9eV#xZl;mx*rvw2mlHl^>n81b2ZkMi!F=C;qoEjD$=T`s6+
zH<=Uoy5#atIrlQXZ*6^V93_sX%iIh(`)-YL^(n4-7gq8e`0JFbX?)jeYRE}GcR!m4
zw}M^-Jk#rZaeUc@zrR<ubah=gv~_OHgG2qf(}Qh7^wx9T&Yt^u_agb-*`E@v=e@19
z|5l{=CE2>AE+_DLRd}+K{kIv<wXLGg|Jb<u%?B~Pq?iQvjc=AXzndd}JJ$8e_YXq$
zW};HJ&p$j-mm}4~8?X1XX8Ye8+GUN(w-VRCSZ1(lwV3S1MQQ0DJ_t{%{So`rT&??s
zm3>*bB)90bsq(j1Z}L}8et37P{Op{m4QGG6%R4;bwZ$3FP40)c9Q4$6vRD+hFizQ7
zXw{32eEqq6VfGtlzAQS`&wDEB?4idtGvj`5jIAy;KDaU2?AoEU*ph>`-;%rgC4H`Z
z=skMlvbfa|t&T^#bF2UGZ`|?D<kEy|Z<g-7*=rkSUbU<Lw6Fc47lI{AN+&d5RQ@HD
zXLjHT7yJD;$K)EPTH7xxeHUuaw?AI5q)hzp%TuPk?^bquUJR8>xqffXxxj5wce`a~
z<xCQ}yC$y8_fGSaC*6Nd#0wJUrtx!$Pw9QPvf_n8_XIwje<{UN1%3+8TRmrS+k~vV
zi^0X*WnOb%tIe6~+jB(N@^z!&l90kHi9X6#gi`r)cQnr06;f_>dQA&YQFQgYg!&7b
ze=Yf)%uGUh-xWVqx#`y)JN3;~>+3J<mM_<4dHb7(>C$E62WKK3OrN&Qyu5hDhMQVE
z%X5lyOLm#_YMK9?Xj>n0xXNwW*Ps`c8&(${{P|Rp;h@*=Id_xG@3<6vY6v_o>0tTu
zwSZ9To8C?Pd1BOGoIbsgr9h_SizVAfRck%j?hw7%T61mRhTi@fay{>1arAqw9npCj
z9Ew4rZXuzY|NF4^CCc+&nVO?Fhe_SFW!v<2y+t`86|)X;-gOmgK2W(~(W+|<x7PVR
z{KOwMLE_p?PurPuW-pZ%dH-6;D149gtz-ANbEPDMJs%(3G518!oe!c97FMfszIVOx
z+x(A8-tu#gc8dmfsk~@ERma`Q`i!esbk*`-&btE){xKZoN$i%8sF*4+V|wdF+lC*P
zZ&*wyiapY#uld04d7_T_R*yA5gS{7dPB1-VxBdEU{;$pVww{?|tShwn$UzwnHtzY6
zKc=<cpMO(v;sV2UhR&|-M`pd>eO0k=3-kK-6ErFudV535INCSv+TyI#Bl_myl?w|V
z_f6<*w|c^y|8l~OzLEu(`O>dl;a<Z1yHUK{BWB;j#a1d&X&()QM4pAt-WsXk$uaF$
zt*lV3zoEvDT=9~m=U-!Gh5B25OxowwC9f#>{zu)!ZIvlr7v?D~|Jj@yC%eN|AoTNu
zh;7C>1^cx5A~%WV?Awwj8fq2ql`5aNasls}&xQiF292e*S5*1Rf@N}lHu<&{q%SZ2
z;<n~N|L$teNnZorSiktC@Kx!L#odSA^{um#S6z}&U7@AJA8Y+dW5@i8S3+WoMSmTh
z_<iq}jdQrB8Xr0o?OJMZ<n-iXt2)2y9IT-l35|<#RxjQzotp2!c-r3QNZVlv5m8Iw
zt^>@zf`z8rM8Au+{uD`H7`gu1rn|x~j9f3g_~$Z3;=SvIr^N*;msL;g<618!S)unP
zlaupV?eT~odMwFK<r_BaxF>h+(!;cq|J}~n`mLYz|DM?Ma2K0J=jT3myvH6P*?(_c
zq3DlOfzv7<l+9liVRLnDopflg<XRb-sn4R$$a!e|G1~ll%R%WUCpD}>zixU_em;~#
zM6oDtukVek6JB#kguT4tbt*ShhfiYL!N`SNn-|J-e2M718*%sUyWhU5i!QxfT9oJ*
z7{MmW96#$&uv*Z@9S0=qLSwE-D?FWkB51kq<haMDQtz3refoUM+1R6RQxd8kKfUv8
z&UJR70MVvE3$Jqpmo|vL?m8#ea+~4$$pg01&bMFQ+z?nPv!P;+!@>XCyJaVY)kGS<
zR?1!>>f?4$M>X%6cFyydRg<zpa$cmlw0339xp4mCW6Nb9?T>tTTD4$BOmqDg$t7Rd
z*9LQZe>-3N?PXQ<Ai-%~8$M5cznx=wiKpI+HoxopLcD(W-d|G`m2glXYx>3)>%=D3
z`w3}nFFLdP*tEORs$JV3zRpv5Kdm<_;`oxu$1a`Y;A%As@79Y6w))BUmw9qaQw84|
zy=CtfpX~}P{G22htIoQH*Hp<o#y@fHYrot>2bRug7BPG`Xa9+7QQA#SU)68DdvZhb
z(Enf|)rrCtNAC$-i*;pRmylpmc3Nj<m);rOj_g$P%HOZ97RCI0`+fDRnq!qu|E^qh
zyuGFF`GQr#_BGz2@)67HSFFl&Z7+IZzUmcQ+}c&mN%KC>a|k_u|1X2@oaR;UHWmAa
zE<bgH{l(4?2BCAeT$!QzapkJ2=c|6bHrlUV8rCw+KQQ9ju4cBLtw(zO&OWzT*5X<&
zE#&Zhj#2OZ=p9)OheZTjo=NWIv2w}U@c!-v-y`iZ4y)`Gl|vJYqu5dsjxF$-EV5+X
z42Jv#`aAYSa6dnyo_f@DQO>&L7pf^!p1JdCH6>oxo$4yL<$Y?*{qM(SN83%_cW*<w
zm@ng&(Cx<6-p)D}UtSt@zWBm))BCZEf9u}`vom`ZG9CC7mzbQu<5lG3Uh{jgVwm}+
z>_>;?LXMr&3~AfMxNwcoU8A@axk~f&-yB@f{qRw?!l|Z=xx!HwI_)M4c;8i@llyqv
zevQRTE^dl0Sh<8vCHHu{)wVv<SH~3R+a7oKSG2Lp)4Q$ob-^K)GYd``vRyv2Z^EjQ
zX~G){XT_?DRV{wE|Ko|*B{t`_yBqsT1^im<Q_|vlwnX5~$xBa8JN{w#Cid_o?~LQD
z>09S>t*VINbh67;dC{`Rus&^m$vzvlPbMuBq<(2>+>=-|@tsH0?(mNbrZNXD-4rC2
zl)s~-sJh{hsAzMMa$E1spW-YVtKND4c<x$xp(`&g#CV#kkm`EY_kxBm*2g8d-zk?5
zwv+uO*!r?s?yYCxUV-kuU9sklf*a58P}|aF)49LxP+9X0frv$~&s;q;J717hU}n0^
zw^p$TJ%^{?X6E&%PUmMk=%#ELaPyb;tRiOKe=8Uzxu)GZV$HHs>6KDf$t9QkSiP3!
z1G_G~bTwG(mte~=^J?+p8ApsZwLC0b_FZ`Kf-U?Dmv_iIng<8HW1H=_Y)hDQ#yShe
zqpDWd=Jl^Ql(OuS<_v$|$!rPr(OinvPlfLoI33<p&b{o}-$fkX>xx(R@8-)p_n-At
z2kVTyAh(*S<xblFU+(J2-+F&RcS`j8-KBzB7k)dJPF(nNg0lSU*SQI|A3pm!b@N(-
zEa!b24y+Srl~ys%IFVoXL)N`o)_=*Hw<Wi1SSBgSy*m9Ti2LIEx-Lb@`I&mAHxtFn
zuI>Hv?a<O_?>m`cArlO)wCHB0uPxEoX7ToAa?8%>qh%^t^F(9KQm0R9uUYH1LRmN5
z<B?Nw>*@EcwXu0|rx)MZKbP0mjDLr5inUt6TBWe}d=n?XyPUuCPTa4<jFZ^ewUYTY
zSMN;!%&7I_fceRXPX7ucysWlmCjb3>=;oCN(x>eMp0<8kqPD?o_VT4C_E}CoIXN<N
zrAO=YmbRTe3v^aqd000gby)#Nx8ts=vOam+Rkz=#7@sTAj;n36QF57e_s_-e^`#vm
zLL2L)W=~x0;3T%={jsZayPnN4eRDs_IB44~|77D`YF~E<yxg(j-n^V+^AD%Rs6X;g
zH?C^`@b$v_WaDRZ7uwwHSrPdEY0j~WM$hkcx!=7UzWU*fJqf7_ElU}*x1D_&v-Z%&
z#;zZ8_Hw(19MM^6C-L;&2~$U@--^?I+_DR(ewZ3}DQ}g~JnPTQll=eB$(Z)?aq_jy
zy!#)XJw5a5-t2wV-dFcn+i!khQhoeIc#JRa?fqQbN*6kmH+Spk%a|ROGC9%wUGmqC
z1r`_HIli1)9H9T4rD>AI?zXFa&nGa8WZt#i=&8T|?bPPINk2axFa64Sg0)PVVg2kV
z_wW9*qe|u5+5XM=`8#Ik8-~(`1@nB@ZDZ<q-}S)t<UySc7H^NUl$!*xOuux~<wJ3&
zk5izCVQHekM3e6A6OHCIWlLV2z<1^*bDD4K_vVODdtsZMGE(2|Eg2Mr-^_p7H#Lm;
z-S&hXsePBu@oy2GDSNtSnbZ=8w4+VgC)swG30k%=rQNJrB_e+K0kc4E(H~Yj_j%&%
z4`vq1^Q_AjjZ6z+_Y#?_sbp=xtKC)doYIe3uI&9Tb!$A1@K>pSp8vO~I^e@f?tfD{
z<d*&p+V;gxWJ;`~{M-oXRY}z;3tJ}^>fcHczT&F5$lb0$n(H~=n=;po2TR}0uYF*V
z^Hjp=)rt}y@3kk6P0YQ;?8Fif@o>|kz5Sm<e?KnVlDpe-pZ?}|KQ{QeN$>a2KkXJV
z+njsPw;A8oZ>WE8G<zGX1lRBOTMy1(H9vKw$zH!JFQM*$FU$9P^L{PWR=Hxf<#gcd
zGROZuwQ+sQvO9QH*Bzbseztcj*Y(&BVjXkXQ*QLUF3S9{Px9(1_xax@CmdOLHSf2i
zsp~~Y`;B`SJbpN1+i{iOd)`E?o7*wr)rHPA0=IRxFJx|8_3?nMN4x2Y{3ko_MO5oK
zzl;c3`c&_=@zi}6o0Ou}f?Fn9iyZpZR>mv)VnSzu=n}ijDiN0t>pZw>@^Yr@v<W`G
zEgW9+%R;7kgy#v>{_fgqSiP)V`ITJzmM-g!SJvLN6t>ZbiCO9K-ulFkPVbp><IMi-
zR&ioxTXo-M%DdBd4zzDRJ1HmeP{T^MhdmvOKArJP{vI0PG&ww|<l2KHj{i=I1~)b7
zF=w1*ZVi}!@5`;sTc&<J^&<J(A0FAe=<?1c&sAClg{5jbtFJDqyO%CebGXiP&3V>x
z@uSC_U;h4j^G5ui!ZJOnXtpAI5d%5q!Zp5GPK>L!WL}ECo+0xj>qgZ64J++9SXV4f
zOMSDrQ)`aGs(+j%5v%S!y|ic2b`>5bvGCJcX)7;fOFdBbWs<3vI-3xfSJ1pC;noE8
z7wwBKUR<c;ykY^L@dLRN!u)5mi`0*oi^ruE)a*QZgKMkbo2`@b=IsBvRcTrN{pZEM
zr!BF&d$a2Y7n@tBk9*?dm|ensccTA(dDM7v!|RDfvIakjgtspLq^+d#t1Z_2*YSR7
z+55X6+8&A6`^0_TGCR@h@h1*Hm8x<+)0yG1w!rqghLX4L4PP$1?nL{5Hqo}(vC@ZM
zh%slkT2zFJ?0oel(0xUE-^Hn&yStxW{JdzwlP?pGyiif=I2oVv^IUC{;rcse<&$?N
zbzMIf`u6vaeV2NjJe?NZ`>kkpP5!!eb<Xb7d8c0-UwSRk<4vrc!KR42S_k)LIiBC*
z^hRqwcciNCwS6w#o1NcOXY9Q7XWs5!nVK(UyR0`%>|13XVDR~|){*P1<>ec~(}Trp
z586hmFAvzAd?stc8wra;>?$ImQ}tMt4;^tVy~d>D@>woLxnbgR;c2>Yc})}iWps|%
zKAX*Oyv*y_m)9$q*Y-7@(qeq{m@hZ|&9t41-*{|(_|?U1SK6Yf=e%mpsw@_{WFlC(
zKlxnhJ=Z^d2}XMHg`Yfk?lIl7*k6gwJ>I@&$MoDU51tv;7XEfv{A!`OQD*Uaof^l_
zWsi<X&FQV3Wv95^QN&GbmhG#z8t-Eco1d;s>yUfOuvNq$!{v^u;2*9&iFaO67iN2}
z7t3Ywc~&6YT%G^o+gDc$yY3F{sUgRo&M-f~>m!=aaee*N_bWGW-rsxrUelt<3CH(v
zyWRDEa$1aM^7o`@J*&Sxo1(ka3`8%6Ez8(-XHLBG9_zG|j4znW7^mo2r0x#dQgy{I
z$);cpOX$7K?jFPMo);Ddy>$Ao<yw$4=XL%1r6<dt&O0v}8uzeR^jP|3m5lS3RLqXw
zou<}0|NVB8<NU9e<ldLe{C=^mrsPw(M*7c;L+VPiJLkRR-tF^!a?TGejg|+d+!KRt
zhfdc{R+6pTn0(K9p(2Zi$vc@st_8wdU7b01aPR!6o@(UpGLyl@Wch<y`632}X6cgG
z4pNhrzphBGJW`jp*XB|DtI9=F|Ci2F4~%#_>!N($>pe4UPkhjrb|m$}!|zWQwX6^;
z{BIv_-|}tiib_tolADj+*pG5A*07XbZV+tLA?tX5dO*d?o_UQ-S2Mkm9*H<;HEd*G
z$~{TBj%{oG#QGD9OBr9V-<sifXHR{XRrxa0c_HgmmQR*4V(ZIb6WwI<WW}d>mDSH!
zwSrR>_C#IIn2~TSaPv==_NRu;bC0(3NXb48(q6n-m|aeWLE6f2v&DwH)8C#}4s;M{
zDv$YRH7Pkm>DdF3nuEo{j-b)+eYw&clgzZ)dSn_3tb<;)ZMsu<D)-s{uxE!tXWkCB
zOmuuY!|czjJCOy)waWuS`Db1{rFV*XiPE<x>WsUVEB@2GdHq<*-Cnb!TTiw>y_Ozu
zpIyA8@$9dxQrmfRXS|Tj6Xx)93!ZN@U$@rNu~YG}$jlknbG|;#$c?uamY#q2n`yee
z_&Eb!=L-d`mx@#G99;eQ8pH9^{`#(8^R9o}8{O{yG(E#o(O1k>;3vCl$W1QB41SFk
z-fMs3SE)~D7hj=v_2Ku^$G(P^PFm-AgE8}}Ye@{RpyqL=)BU^lu=PmaWjjBEW3I^6
z|6<Nlz1%gLCPbFB-*8y1l3k?y#sADN=akL6%Q-sU$Nrlk#PnVu*wjDVvvK8L(=GC~
zi+4SA+>$Z1eU+ADW?q7z&)25AQrCY9&g$T@XbG#F$G6eh&^3{}%;)C8rb}G>{qH>s
zmn9fCc%Rc1TBOE2S$?1WVu_GX$Ik^+WPYq;Ha{nw;{CjF?<uFym#H~>mH$>O7dk!l
z_HC28JG<@A)c&5)cI?mNIf}pYi#5`2*~;>4;^hD5DAN`ACPG?<E1WfI+wuL~&W5t}
zXY)0WJYM}~-}ane;XxW|-)zJ-u-NrF1s>hm<a99Y?Dk*{ml_$boLnKbI;+;ESN?Ms
z2K+d(a?alGog!UY=ThyQ14X#RIlG)THp~2UdBE~yRq^#;jcM}s{Z5H;bL3qY7KFc6
z57KB0y|`!@OS{KHiAk>?`Eju>)i`4FTu=Uo2G`LIYqjKsTAPHr|CMpI{`&epKqKoO
z)2UFAu4%nb=6fzwQ2uYNA>w|4x!ttlSH6)(h={16!CpPC{(I*aWXwKl_VT{-vhRX3
zYfILp2Xqw3Pmgz8=c2#nXMKYs<HYsn69am9=W;Bty}R8|<JP+9;PCg;*{`Q=oHvpE
zf9svO+w#|}czRc)D_8!oUdfNYO3iw9H*N=%-06^T-`U{k_<?P8(xZ+0dh`N!xcz&0
za)C$JYe}|N*7N&kI$l)!tUb@7=jVnyszyc{w^UwAub153)3!G`CBP@yu18WNcBvwB
zdt>XK<$C*+m0ujVnHrGtM8HCNwoA9Qgvhi*4f7r(Tk%YY>DDyT=*ukF*X)=$r+xnv
z$H42|?~OHh41JFZqy#)!S3jXY?+VA~y>E>*o>|6m%~E^FG;?yW;HppWjWu>{;d+-8
z5V5y(RZ+Ee^P;!uuOmN|ig3;Dc&;I$oc(^Le&7zvI*vIp4hui5t()&;nAZFMgQf`A
zdiR4D=Nh<+cs>f&5NWBMbI<hW1#3+ai32lUyz6wjc=5u^$@}`84yIb0X^K>?-Zk6l
zqWa}`C37WK{H?C}d81yjJxTV^@gj|D`rjS+j=JvYI;_@y=>FtWYgku1Ub&OCGDFiy
zE`iCQO1=Hi0%;48)4~fj6-|l0BVM3!EAh{any<k&obeO7FK#~kyd@)t*Yj&0(=)l!
z_r?t07SDguu5@g_ljp2c`UShz&AT4+eZvFJlZHFHUsq1`y8n$u!R#X2h2y6cwC)SD
zHFy70dNO;9qx13ShlJxyUrv<xy}<Lo2K%{n{_M;4`l|_hUufZQyr06J&by-~ZplRb
zX2ztLsod#1S+=?wY|txd_>kQw_FC`9+w&3Ob_?X*efNHw+^n-Vqq*z)mhDp%oRT-Q
z?!C(zAfG0^N_17;=3l~}3YUwQY3%8pIn%G<X1R2@b4F$Ci&-i4Qi^^yDw8>~X2?$7
zE7y~r*Ie>+)oi!bnb-a1hkjZSGrvM@?n3FA=}wu}u5vSX>z8kM!gscghj*)|Th1=$
z&wIoJq7-bi<Cs>hXqUTeV#WGlhOZK1>!T|TRnsN3Bi>&yddnU;L5zRPwZ<zYYIm<s
z(%E)(<EGFb+x>S7TWcSft)f!DRMtt+?!UyHukk<Glf@+sCh3&iD>K>gC)VP3nzDTQ
z^9{=)-_77weI#4X_jt~N7e6*F*mIWYG1C^Cp9}W+o^x3FBzfg3!30(IUZ-Dvb7stB
zG+;Dxl$kp}>(tKvCFcaW6y?=kF<e@{_8Eh3^@0n+!3x>ECm55KbusPilxZ;G@;T{s
zK49{C!+A3_Cs^M(>HOk`!SYPLT;I*c{{(K#-T6YW{ImNjj)K55ufr~{m5#T1FoS8z
z3*kl83RY9s-&+6t+~GNQV@)$oCto`5_Qhc0WD&Cyxi17(3S9FD5Y%ib7ux<`AmYpN
zrAGfh2=MtjDLUTTXze<O>G>4Ln?=5+eqoWpC%s>O(0J$h^}P}+-^^@NcSGjv{DAWE
z9m4ap^&jqfsr=RXuhZ6(;#oJni*G1ASm-=Cws6;$YQeQdOSw(XNWM!iYC5l&<^9(2
zVeqMEe;MLdZ@GTbNI)*sw(ZQrBF3MdTlHoiRn@;%n!A!q$veSntEa=^*Bj4g|16By
z<#~Ne_n*K81>Y1!TI$^dU%e8Wa_7Mn@6z?zi5JcnE`0upk;8Y#8RIAm4y^?bjKwwz
z?}=&SJ7Me?^j^-tM5s-)FEp)R>;?N$se2FDZ#F;pUF6*s%%FdA4@aL_*wph5s{*{9
z7Cbtjx$)ozCMM53`Ez?0ChKqJF?(`xg5$%sI}>>;l_fdPN8J>Toyk7aO8KdTv6GUJ
z?3#?MUPgh5GxOe--#Yg<DmC-nn$8F2RzLMWmmPAE*|FpN?)!aZ*NiyCW@$A3D!eH3
zPLFwYP4lb&S2^S@P4*fvGBUHJHvh^KmXwy#e|E6&hk8er#)&SwbB407-s>yY3%T^i
zN@=vb*|zRcthw)W3D?>c>o%U=Jk8JUq2uH~M`GBu-b|J_+ql^_H)%Kj+H2KXXKD_X
zPW&=`)&i9)cmFVcIC1-&-1=1}PsHziFn?<7ct!SL)A>!GzZ}{p{vfhAKBM)^_OmA*
zKWN(g^Xs?ldGcn;-5f<?g4}0s=}*<ttd6;HSnT7~XFE2;x-T@@l)2jF|EI?vE(V_q
zX-F;mTY2;0)J-2`n{3V~D7U_sn8P|F-zk#wK=+$B>sl-S?-no$<$i7|b}r&esMriC
z-Q!DCRPM}NVQ^vlTg#3)HMiP=Vt(yu->AkuGhjk@iKtitkCpPuljnJC6QuX+FL-Sw
zATU8PG1Fn9hP}b{UabIStuHeo<ATMW$G11cPJj6OQDg3Q-m^}*M}C+6-29R)H?2M*
zL~wJ?1kscU)*(DnZgMT1?1_(-oYV9(dsg(ERcHE_&|1gYFR#x&_B)Q@xg%?V;*aA~
zMDHEHd9@+0^q=<W*B2TDxBYrr>38tP(J5Y+-R@Z2Y<5fhc)FzTt;bWvHj}@cH+8I6
zE<3#Zf%Ib5-p;(4g>qtBR=6w9nc{e{wPUA!;@7#CLY2d^x!kV_a9!cO)vKL7N9Lh*
zf`Hud3C6ROUNE1wl=Ne9sXn>y&&(hD&A)uI$o`spb9P(mi{vfOXYsLgNX%Wy|4FIT
zN};Df=lhqYXqBx$?=&|l8WcP~-}rgnVx~FjCtk9KxyD^Pwe9eUG_xOm*E<i08C{FB
zzxhFnCx6`zohz=J_*|BU@N5#z$ldjJ(-GIh=Nwm@xD@=0Z;SGJ&VvtIQqTFm^IvrQ
z?@8|^3~O_R55`Jot)7vnapJ1dqD80q6D}-V*6VU~&ZBFa7k${qvFk_%%Vj}rp*LTy
zaUV;2>CB{GD!@6D%}Q%)GwWLOf@|Lm?!FL8i<lT9(ER7_au!u<>0>u^B9A3ZYpkCv
zJH1l;Xk^*k5RR)$cWs})U447XRo1&tkG$Y~#nbX-_nKeb{4*A1FiT$kv37+(;=$--
zmupkhcuoYx=SJ!(Ydn|OUHbWgczgB{zga9(C6u@MCBB<w!l9U%>UOtDeoGN2|AD4+
z>}MqT&7QrwB(XBHB~<D5#PFa_R(1WH{D-q={$G%gY$N(>SyF<k=`lIum~Yw}w`{*9
z8~b?S<^JXGW*x7*d;a&s#l4B`XG>b&a9Xw09KR^u#<@P{`i7{et7XjptT!AJO^a43
z*kAN_s@FrGnQWX{yBFPhV)TBl7XO97$ccSi+zgL`rFA5`6AhJAq&q74+Mk|XcqE#O
zzhA*<mwx)Q?=Gz^EOI=H?Kfl;)Zb#d{pQgWU7gu&@$YuAR{XiTSNFhU<!|OeWjosh
z*-jq*XZEBw;9b76d$ZKHO@IIPuF7X)_nx?9!iK{;Bj3v3>27G1JvV=*%mP<aJzr~?
z?-oaE-@f5H&flfjKXJpB!;%jVmhZ64P0xtan!iTEY}@U3Hy*AiatUBu!IXCIVTVT8
zg^v%dWmcwM*V|C{$MoB2rrqZ^tLaP&esd^xwbS+Wca2<Q64_HCa{efBRmKD@@`!k7
zySQYPzyCwqM?6=`U&TCRyxrDxUHtI#0G0#oG7hIMO)YGHptn&=DWoiZql1d=-c2)B
z?XeCyXT9Fg+^*P^g_T+M<>G*p#0?Q=cU@w>e7^tlfsTfa{m1s)o9QK;Uzy-BtuT69
zvsOxBQBN<+hXW;?mJScuXH<PFZ)N2_qr`Ra{-#bB{+`UZ2aSrR9#si3%R(+p?7yk6
z{P=h8-G@Ew%NBeWk2QGhdXe>U*fZx?gO<3i)~UjLcMl82>$~sv(@*ME`Z7~*hFaqM
zhfOOlGshbEi(b|L6%sgK>(y-o9$Blzd+ToBoAb){GDGIUM5eal<DXOmG8r$}h#hbZ
zm~r#Ugy?jx21~yjtGB7Q4@PgyXHHW5Fy$s|s3ucgg}37QdtH;0rz+i?DkEay!f>mA
zXG)Tkf%Kw-rG2c@9oc3V&J{J-yk*m$_OhD!>2tm}&kw8?4RF@_ykDzWIB?aX$E{Z3
z^QJ6nPw<X8t90_yjUES%d5Y3HJ3a+|l(Mp#z|!%8r{VJQ17B3_m{xt!)6i0XmoQr(
z+K}&It)^GYS4W?RD)N6Bf4fU)WjS=ZbctL$&38uWRJEz%>MbW<Obt855O(Tu?6osu
zXMUQzsQjlh-BkH(m(8(MUgOg;%PL<<3B_KUSzcI`Xjl0BtI+iHDf`;IW3DZD{C4-6
z&CO9+O>Z`}`7ZYDs`&7#>y!n5d8GW$M)Q^@OZBp&n)nMM`xlFst$RP~^qo8L896cc
z7jwA%=6h9CcIJIl$^O)*yjrVV8R8~wSaC@Cf8&>fn=ZyOT27g~fi+})Yr>T$t^qq<
zr#$3&pKxqj-1VgnLVLBJHR;VZX6Bzb*<0J;%UKUuv%bueVhJZJ<`v{Vl5LVysWR_6
z8$aDXr!k%Dx0=|~tP{r<i?-(8RSb+-8_XqI=AyB=y(v}cj@F?D-^di}&g@F7qjFl7
z6HaFCKD5XFPuSTL$&vq;c`|RvcYQwfah_CC{_6Pl`-Zx=rrYj3%B9V5{nV+Ig^`uz
zUmQP#x@ssa)T<N;n;Nm(=9h!`{~s2<^Z5VQd^yN<AxGUwW`gKm`PvhWZ7bf`s{K+Z
zcG|r}WRVD`kj7*ed4bv)%gRq)GCS{Z*M4uvyvAL-r*nnvt+de$s(NCo`N^pNkN89-
zbD2;4>8^QJPyTC$JxRBCV&5qGQ<LxK&iZ_JJNf_4YfdO#<x@0oE{;#EXVfn`{<g($
z*|RmBUqttKXj%S?f8e_BYGlO+A(!HH>D=qj{W-Cy;&Qs~;Wue^?_ciC5sZ8J()AyA
zcxOV-+-WgO-!ariSDX}$5RN^3-(ii2-Z|z_bK8@1vg_MrR_!s<-nrp}G(*N?+kiht
z31&IWl3~oDR~t9X(-xIERJ}XGZ;SBOWVeW)c2gFq-*w4cGr9U`jfVOn{kbxm%V%Uf
zaC?9Ku`}la-rIp!u2@W(R9iK(mX~qb+J>9yr#>y8$?~4j%BNY(a`TP@Oy5r5b<fi;
zI#BdzLeopTl-1W%Ud4y#&1;M<7E^n;Z8wWyp0M<0v;2vFEH(F>VB^^LYyHGOwU;X&
z{<ik6D!R1ejCp@<tANaG4zYJ3Atj#|O=J4Bbm6V1te?&|y{z`xEPnY9+qx$f2BldO
z^4L~roWFU5u{mV(99!NZ_1%%Hy1q2!Zb;Pc@Vi%UuxnA!yt3E>54lAG<?@y93EMHb
z_FQ;1=Z5=bj?W>#w`AtB^*t<Io%-pO{r?n$KHUfD2JecS3)3dpHWvz>a`}{Q@NPZV
zv9G!=63gQMe$dixpM7`PP3g94`RC1w?tkPqU-RJM)0ljYe=|he{In02u6)HMpuM-{
zQHZXH+seqv3|t%5KMYvQAFW*(De1>ipkwe!Fz-#tJzdw8t1HTVJM*-X3(C*VyLUWf
z{_@`VE2^trhy}C0ZYn){PopKk$N0H(?eA4<)<22q$n=T-w&iNbq)ifsbRBPsu%>o*
zY+&Ju<NR^lbpPxnKjlA02YqSeekq>Gq3HE%LBNe*=D@%-waGtk+~57yLHy|Y|1MYB
z|IK)s%*cPH=%T{1j|Vinb;_#hcyh{$<7NdFdfXIO&UqZ7Zlw_;oLRhsHBR+M{9BLY
z#2O3vT~+madfr$Gdh=a<?|M@|Z(>k@V{>ZjD~ZgY)a@^`c|sm9l-ri<8ou0?)$^i(
z?#_-$xrx^HkK8==WQI6wE1l&0X1DiSmk@?kDpS{ATDZ!x^@c~$hI8AG{7sOxVBhi4
zud(jt@ioq^j@dg`8Q$h^&3?w-8k`jx$+|Q0{41wJH;Q-KPQQKk^x65D0=L@r&4X6(
z?{{`QRA0FB>)Q5H@5*NMaq3iW)e2_sm8sFX@a5cG^Jjh~_jyfnA{;V)WPDpMdjIQe
zCg!92Jj<?q>_2?zn~FQL^S_v9_8<7?EDBhs|2cEYeUm5CqC7e_J=88P3d(1Dm>J<F
z;3;IbLe^^TrZYNcLWP=3-o9CLTJ_cLi+g`)$zKWlEE4jbRYxf!+U09whHrAehlr7s
z=*5<V?><iI1qWAb+F$#@Kk%aZ^~4YLlTO$xIIi~yt(R4Qw^7{8&St`FD`hdA4Ld(w
zNVJdZ{nhYm&iX?kF53^?>0lIH8<13c=h(U_$saPFvb;Xp<{4lz*K^wHYsb!a$9S5V
zCU4+$+^BRsWx>H+J9=|IZgab@cgs#`>AH;%#pO2T{yWO3;a@a;OZC~z8GP|h+cv!Q
zNZf8TZ$i$*o4x_oViv;Aa;N4w|6)IrmU?KSQ(wWdP~(kGG6yCYeBUB!v(3XfI8%d>
zrS8a$HwhE+YJ3i#zPnhv_B(URl_rK2dsI)nu$sE7_PU|QmHzt=+g|K??Zmd|@r&Ta
zufP6SXk21%qWIKrnr-Zh5AvxuyIVxgZrZP*`1E$fxBD|DT;gB5+i;$X$n0i+C9jI7
z>Vi-Iy4!z=JMpFc<%Ba!&PVIalPo!LX3~H4QV++YwXY`l)~sF5_tLv|&HO~YMPd*2
zAFc4P)i_ZW=(2IwYL<C%OO#{3TD(`eZ(iYe&3Wni#JJ-EkA!2`PT!S2lsM0Wf7_8c
zMvf*`ZB7kxC)v$vPu2_1P})=Hr8+TUN7=RGJ1c|ro6|klZ@#nOLKa_ul9P{sT|`{*
zp$MLm|BLn|3%eV;-8@zGq{qo|w|vS~hl!iouk-}=7@JQ#++kU_^yzsaCSJ(^FBg%*
zwG(EYnCfM^#ir<0ukG{M9@8EetSVl~xZTrv;``}U6QWm7QClCQXnXijioCGXKiz)M
zuU2nVT+U?*AFerZYSHqdi1l8_OH*e>q<&m!yxLvuWv{@SIlDMyC!8`Yx^sK8yuw*l
ziEUHoEpzzRecbJHKy6F5!{q~tXG;CKSLsf9Hv8|B!zbE<Hmg6moN-9N@@MO*`7%;w
zy}M`SHGNEr7JVrEg;O`+#0-vTUx{PdWj|Mbj{TSCA7~cicWI??z>*17?}fJ~)tqff
zjX%1u>ws6vN@pMK^Q$DJ9*R`*O>5tBZFA`Sciv16JKDPr7)3TbNm-!(qe1TC#V6lZ
z_wVJOa(iEC?b>7Pa}K*MXIS)pmD%kC-jWpN&ST~V)0MwWWfkFO{<2%a?VgX~!Ysw9
zx!<H%o6deZZn<#T!$v=iBKd+pdrnwXCpvE}xFGk(aG%}`<^xByR2MdMvY+vLAYZ-l
zZ}Oq2SLWw07S}MZ+h`Dwe`E>crEkZ2B`%&8doy*8QNWDK2LWAgZ~xwLw&c#2*>`d{
z{EqjtTiWe*m;AA2(uX&4UqeHM+EV{+ZQnWn+KzkEr=3~!BIxGYI#HJBoqJNmaz1oD
zJF$vWD@b=2Q;uK0`@40V&jjn|Eo6R{>2mkDmhq1X-ILCjPdU>hYsr2hYeK8cY37N~
z#FowV7E9~>DX?vEuJ8@7)m$^DpVydSx=n2Mi|4ziXqfzGHNLrrQ`~%8WlnZtUQY02
z>6ZdKx|S6?NAk4l+B;<@7CY!AefunR+b8m^UCtJ<Wiyw~z58OuR`baT7hAS}ZLW8W
zpS^J>LwDE$KgKT$mnEcqn*Mg1*uB@;lZ&``w@R}9ntJF#bU{Vt&&Q8{-SRo>{&dgJ
z4^{o~`HvFk)fYt1j_!K#^UmJw9rHdd`0;M_v%sAjJLY*kjL~n|pZ6;3ah-ctck780
zGnJ}NFWtXx_1R62{=e8Ga`)=8G#&0G-rX;D>egTVRCISsoln=g-Sw3}!+u}&ba-9R
zCE?+?J^T8Bgw=c8rm|dFxl~0%O_Q@jNm}bvWRQ?RYTu$ubA;VbZ&zci^=dq0?CB8O
zd*NZ1ibC-JDM59KLKkwUJ=l}+^6%^Q{p)Y|%@4Y@;A~g@hV|cGNi5KNcDiEm7RFZ!
zUv`?A82Fp<`$dM{I`G-}&$KC@1s}yqTXMXevGMFBwz+f9&8zh(;BE}R_0;U!(alSF
z*ZrC5e_t~>AWtXP;g$1BLyPNg>UNk#A9tO;Q8PmQaZD!j^F)E?dN0@$qbB|gUp4Q+
z0iKtiFLY$io1x}=kNLZ|v<Yv2t4^*%bk?Z}Le=?YeVc0QcC6TPu;}R7OKd%zht4Ht
zAMDLOfA#Vst(TkkScl(s;NnnuGjDaS1Mk^WYq#<~Qw_Mff4A8?!9TBh<exRApHhuG
z<M5l$XZZz_Gpl1hT%3AnX3VN9FP$%yZJI9g^$vT0Uabb>mPF>NrH9_UUB4veSKUFG
zotL{`xoS#GUm_-R&Pea(`Sp_14P3+iev<z4=lH?gmA_X={Kyk%oMhNDEA-Fl1&7}s
zaM`NAgZZJ_>lZq6Tm)mDA3CEPqvjV-d(<t&T(<1~ocozVuhf!Wm(L4$d*Jux{4}QX
zce;8vvNmc@nYZ`Vx@nE=(w8!#AB66@$j5b!VV(1G?q7W7v*i^&^j0YB^o@V`phhAk
zhGnW*c%oj*!;F^sW~)R`T#j^m=<jm!7uSsLsRG9pf`cUWT~9QwIK-7cvt&0*eD8{%
ztY1ugwklfXUbw@xiNB^UaFNTwxo@>Tn*5)2|IhNv)e@iH#@+q+%wUO6?=uJUbLO1u
z;yu;8o{BBaTs6r}e@XZ%+gaZ&L{ynK8?fp5SRGMVx$tzZQ_z${3YA^LOD&e_FE>b#
z*x;ymdyVsjHRgZkpV%Coa&&&iLH;c#LKcM-ZJwaNzJou~W#J7Co16E$j1MnV-v5iu
zJwVX4efGCc+dj^Ea{lZeYqR28JJ#PgQ!73DPEL&Col}N$e#qZC**f`sfiK$q^f
zuAGnk(-7R<b^p$;_U&)oMOSY3{Zq&PiS^whro852xfH|C9SuTD8+wx1`9Dp(c4`^>
z&BbkYp?88`MBkgTamR}b%{G^2t&M3@+a<I0{T162Po8#_yYp|VF239RCgOvF_VM?w
z5q7bEi};NaZ~lC@Xs!HrH$|O0dEXCDlnW>cf3#UH#pl@~pM7r})l|2H-1GImD!j+2
zJ6vqLbZZ?qkIbb@E*lIgClvo>TAQ`~P%*Fetdw`Xaw(4j|8{D$T6im`<bP7=u2Kkj
z=4`h3I%BHRI<bQar*?1B%yA9w-tkK1+@;$#Cvv0LTD|+Lb7{8Mp*NH5%_EjvpWec`
zg<<Q;_fuOqi=Q_A(tmnihqG9>cMHRd)A1iXilbZ%I6j(w^E$*L_wup#p)GF<Mc39F
zrsvpi`}(BE)c@QK^TK1d)@{$({_n@?%D<Lp?HA6T$bG1LLq_R4t97SX@AhP{Yc~nU
z>b*$2GGXcB#}hPsGmduIdGE>)G5b^*V6MDstrFAQ=(m+MAEoo>-KY&OF`o4)Z0;^e
z)2VC^V;(Qcf0ef6)J3}$vnSSC7~6g_ub-Ye`(ngKpMS6N++J)yA-8#T>eD~jZ>BGq
z_HbRE+b!GjdA|>uw(>c=YB=2Ya<kW}iH(al$MVkZ_{Y-gJzMl;Wj#yzhP4X4k!o$V
zZ#$zV`EFUWF{($$a0_G5U8R%jvv_v(T3q;cbyns*`B|s)9x^?7)u)=W;z^NXZpH3*
z@xfAcIc9Ya><+zryvn4;Y(tZa=+cL-ACCs)bQ<qJWxMpDy>jiIwRhK-Glt1eR8p9B
z(SE8@!8ZR6&a*|8T?{*2i)Fs%dkZc||J5VX`2L-6(c`#)-{sw})`q^h%XQdXi~SnE
zyC!>E&AcLmCDAc!4SxK}bzNVvVnb?R`)LD*O)CxBeD1i~&Oae@)A3Q~>Firy)&058
zo%r4PcgAr+1L^k%-F*|w-aWYbdm8)3y9G*i+FBV4+P3^t$eH4}aZioqI^UK@`33EM
z+gIuCbU3}>+nq+Prnv&yHDx7d`O=;@aj)`T&wgxyB6H1Zo+3ss;VzAuM7`PhU!_`S
z^r(8STYJ-2?3>I6ruCD0od0K6bvN+%Z-1AY7aMB(>*clDU8U3I5C2hYZPQ=6XYDPy
zV6)Sbr=+{&f+OB7-s3qzBYz*CdSITC;XRpu>kaRT=pJcp&<c;rOWKo~y7iCEG3kj*
z`0S^AymsUHU(KHFh5sZrznp3O_sq<1m*-nvK0oK>ev9-d!+Y;e%)FPh=kHm|%WtpL
z+9cH)-P<JeIc1M&B42Swn)1s(@~L}#-OHu^hfnL$GyD~!wLi4;;-}ar0g)+Rtf!y)
zW0mr@UHs!at;J6!Pm)}5tNi23P`AzQKfPD=JY#6i31zP0WC`goEsLLe(Qv)MmP=Ej
ze>G_>w$;3LW7@2aaMg)-?wB@(y2&2ZTHG>CdsPpYdCAWft;Gy?gHpfjXg|0;<FfCY
z*EZ`;WmM<f`TkS<h*;6%zSl|ICV|HDA53oM-om$zTQ5L<<9Z&wh&ylFS;S8)+$9(z
zv1#d#qX%0bKRLR0zEsxdD*^LgdVg&H`||6Y_|m9L+V9eu(~OqhO4|18*WcS`TR!#I
zn!SiU+w!c`qGQF(8w<?dP7BvQ@cO^t*_K_;N>9%e^FMq)@MJ-o@bvqOg9{jpGk3()
zJz6uHGjd@A)5n~d2c@#F-PU?_(<Dzpxh6xelH<&_SIaIhn!;eTJee>5>K`AsTOwP3
znyGB;o#}mHmrC~wrbzo;PwsC?|7o}E$@~>Ig@q^W*ESU9AF$ul8|?eMNai=g7u|0@
zPQ9yU>HPf8pSIKL^bMz<9=|8QIL|Ar)L-z`Rqs}Ktg6f{LECTVZQ6Rv_hmdc`Z;wi
z+q-u0@^!QJ?K_pcA^iW$N}fBhFBq-EuP07AJ6Fu(-?s2FuiSFp7p&a#?kt-8c!ihS
z#jlsX-CAU}$E#qoPR!x;1#9;USueGU`s`c4{6T!8AM+N6aLxXi^&xS}5(bHHYCjxV
zY-;zw_Tq9s{iZWNHRlFZFZ5@6HJNMLDwezTpD$Z2ExUWsW6${oc@;mF%O}V#UM~OO
zt^4)uacK{Qe?9y=$Kz`K9{GFeE~{?bT(2DJ_i*P<`FmQQ>Wb|5SSyF7P15AqcU0VE
zRb2S_<7<DryR2$4*iaI4|H?8J*$LCjg2m1pmVWe5&&y_4kz?-S(%m}@Inz#XFN>MV
za+qIh&N@X!vm+}t#J$xH&M@FBT(!-ceU(M%`L2^w3$>=QJeEA1J~`nSkN86t4W;%!
zubzhX=Kb6Ca^LoOd$vdJ+7K(aD5f=`Mzep}-O~a$*QOTus&E@PY|?*IbGW2fMQhD3
zw|qa(+5Xe2Z}bTsyvp+O&1vU(0>V!_ZawMebk+=bW0j<|+f&K<-M_MkY3W8{=ier1
z`A*O>uXH)SMB|~JTXkyH<vCxY6qf%z(H*H#X_$CAsMTPP!jH?Av-jM2vrbYgZLzJk
z>}}VpbsyH0)QFv4Zm%sXUsqqe^zrFWcJrq8<(B*tp4xX`<$qMci<>(6jBlN7W<Nbz
zUSW1Rdf{=GbNg3C#+mDh&$e57?qcien&V4$P4F<9;QqqURiM{s(T4SFicOX<>mOyf
zxxP4MX@}k7a~CgMtf;S>yVy&0eU3~1%3_wL54Wt`pWWHG%I&$f{NDLHJlX=DpV-iT
z#ZqdrEI-FJ%To^?zn1Ylslipx<rX-9>(0Z>uVhLeznSzgPt5n)WPiplTnf*3ec$Ql
z`|>Ie>-j}z4vYPJcJVxG)so|KjmMpACN_T73R-OEJpFdVfon5Z`*UqX>($(IR+)(_
z<RwIGzW1d*j_EhE^jE=Hg&nrplQ)LEneh11A}K$?ouAw9Z`x$F>)!FU1&bqCW^FTi
zVj7;8d*yoX@$WNlo7ta^I<Zg1A>iP7yM33rZ?KiEo)vOOdrj-E_S$J%Cumo5XFL8#
zsNc0U;QNOBtzsIbMW>@aY|WT|^O|84x1OF|e|q&*t^UZ}-&<2>*>D_G?_P0%xl2nz
zpY6?uXsfmfdciG^y?6FBPu?H$u;f{0P=y(5x%{=+Cv6@pg&OYPSnz4r+w%b*q>^9G
zd84U0wdvKvnXUP|nr?6OwVUu@e#zX#0=GNAF7ikjns8}^o|<K`!}{nl5z~cs`EGGD
zl9$v-^}nCd`jA0*t#5wW57{67A<;fT#m(iry)}0IHORTJ=J?Nc<BS6*(^m9PJFD~k
zUv!%V%aem$A4D#2FJRtuZ^Pf?ag!%F$ey2~dc7x*Gg#B&PS8?@?OjXKSFxsRJPlkh
zccQX?b>k1qx4shX>(^8yYCM?nZRL_FyPfi*WjfCv(OsX}`mjpk*cVT?oBZW1PH81O
zUwvnFUUcd54=K5Z9Y&k^8k{rw|36PXJo%icbYM-h%cWiVA765X7x)+QuaYTS_t@XN
zwd=2%Y)!M`*>B97CQRIy7<FUHLbaa9rnharNUeAuIpOo!+k5;kok`c6vn0@9x95jr
zsfk`)-&Ic^S8v!<qrotxcU{bfHFHwm2x}cqW|1|!@o&0A`{tQUOsf*M1oW~@X$W!q
zl*an$M%@c#{*(6S!~ScQ9d*BFxlsBB+xwWnE8jWaq<=o2U8T%p+Qy&~I<wm1{hfCL
z=W;JKsxv6R-*a+zzwWHp+A5mn=UcZFZ`;$IGWYpeqqnQJ2pOc^SG#S#^M>4UEBkM8
zD;^3*JhyXLCK<Tx=EL;O=Nw}LZWI|+9NIs-RL^Do3cVhuZ#=JMLgs(o^7(7G{fsid
z7i?x`oYpn6Z|6+U{pp?gy!P_ixasMiThFiSFJXQE=Vr}AwtGAIPxoi;yRd!zjoCYm
z@7@jG-m&I>_pRqyTP9_$vR&Y{^A^96Xs(|~qK(MJKB0e7vtIEfIe)l%^^%k4lbw5h
zE_zpW?ueP;H{n^Yq;~!@^esKP`q<mz!wkok?TQrNwczqQUf)vnx~I2t`kexn_3sJq
z=XKQjD{LpszB<Qh=B23I1=3vW8Z%bpu(g+5&Cgl&np<Dzx8>od!Lwd{dz&zGqkrm?
zl|437C$eiR-+diYp?&FsUG%<V&eny$Hb2eYx!~#Ry0+IIH|keB&Awl|C;qk_x1HQP
zR(ap){{>m)f9F-j96Ua|^4IyCIqs>CCtUma^3Sfmb|DApZQh#;*}D2dlDNaQz8C&@
zdt}dn^`~39^3NQb_||a0n)LGeyXE)%W#;d-|6X0+B=jxk-^@35Isabf82XvNRoT1z
z&XqsGOCAL~^8Q)uub8?!v)V7>_H~p0D&NAsO#C<J+5GI9ug6XPzsXLX^)dZJ<1U*M
zhtB@d%h7o5bna^047(NW^-A&`dw#U@+Fei;Q4HC6D!iaGEA)9(Ow`&bX4*F4{%aQ-
zpV~iL;7g9j#_D&QQ*Uh#YWlS>_Vea?8P$$ITOY7FdrkNl(<qd}vOv}=VB7gZ^B)tZ
zC@fm>I^k^nEFqU0iOoVwnvOn~+2_I8WV*|n)9CpDqXNgU`!1YOb#+>*99kAO)yrzj
zB+lusPCvip$Kwy{zxlj&|7=xLf1K%@)$un+v-Bh0y^Yvl6Zi1UmCxVK<>_v?vw!K4
zKGrWrO)KJ9rY)`w-ge#T&&HWQ=Q6)<GV(w5vyYWIT3+X!-O}X7uN*;**XtK2JN7@d
zm?xSj+fs34vyx8DN%>I0X+bCc-|O1&*JS4LXTn<Z-~VKgKk=)o;^}AJ(#b!?W-mRz
zfBM(0{yc@HlV#Z3?@ym@cm35f*QMw8&;4q8Y2o}Oc}bt%7T4P5)$ZK>c-hyl{oBQU
z%=ucHp51spBL4C5SykR^WZJ&BznkTsdFNwBQ0nSy*OyPwn*C<cf1#kIw<q<hh4Q6v
zFWVaX@<P61=%mSS{@jYw)0-vLWz>D&VU>*g>u(l4@6TW4t1te|u>ObMw*w6mm+w^B
zZ*;mwN7&!)q>x7Ui8m5Q_4%24D&^S!Cmfs<I3=Sr`!_?pb^2}gFUs;&>AxH1PGkD`
z#XnPiL(OA_YUi5AlW(*C$WfLHJKzv|J73-**h(Oy#qY<0Z;XqSI@euM$+~~@{w%e9
zHy$qf#u&HqWz27ecsbeKnq1SrXw1K9>u`#FP38B}yUcM<|NU8(=DWUV|8DPhtBviN
z*V!EIJe}_wevTzTEvl9&_GVduvbu5O&G^4Ou{ZbR&MeyWFz0mN+t)i!nf2|CN&URK
zHuZT!&z*4YDX+92trFRK;@i$sdRxww@iBbJ-f`;k4?}^!ues*e?OnRk_wnD5r^Plo
zO2^{ZWG7@PZs)trsQL1*z{*ns7bCV`Wv~jJxrnE6-=4U_F3B@|*{eRyNWWlL<`MGr
zjMarVPuq@$OV)5s@n5F(J@%N{ic=Y#c5SP4rm_1ex;Or~xa9U6q41sSZnYHTOqJew
zs`&8!W2eNqGN1CE6~24(uTJ>RwAEko))h@#x%8gKv}ebT25oPeAH4PcSFOIR`qHca
zv{E?SCaqt0>;A&&ij&Q^YkiSE#+$g)ZU3rU``_2xxp3!b$v@?_-!{c>jo+Nm)v;}A
z_3CfJ?KYDXWMbzBZB`H|e7WlACXu|i`%3uBmp;8^`^RV3McwKhEc$m3*GBVI?>Kzk
z_Rr3C`|lsJj|yGcS7X&%_{e_lvBDSg{2qJjZGCBymiRf`qF3GSLRshX%RltXq~wp6
z?vP8^{gn5WNNLr<65aCWOz-ADk-GYHXG88i7dvI~2`$&<M2<+7y}Wsz)n&J_d82c%
zNQlqu*_-a3n*NN*>Ct>|iPQGdpO5?PY`8mzo%`9E#OrIOY|Fgv(!#zW!mZ59rbT62
z9G^#$S6JheH?6WNTsd-e+D~mJ9tkn#FWTlV>bf$WUnOzVtxqpqCbds6D1Nw9A~m}1
zcyC~ck+;f5Po4|ExFs!Pnf+ICoeaCARr<5x^|k9C-tk$UTmO1>ytVYbn=j7DsZC|P
z_Tq+xSEkwYq?@8o+dpl&6w1=2u`PPS9k;3PytSBPKED<}YT*1VEMd|t6GiqJC$uj0
zU9dPJRw?XxdeK(L2NR;sY})J?J&!RmEzBzCKy6(mo1$xsk;BY83EQ4q6|$b%!CU#<
zKeeH_@Il1K@|M5W)4$tBv&{(G{OrsrqvLfu=P=A`^PUoJ7tUtkzI35M!DIoQ&l@lI
z1#VM{v-|t-`%a?+Ph|pc8t!<Omwr=8=+x&!U!N|#wm0FgY1y~XLz`+vr@eLhw&QmE
zWX|?mt)JKb%-*x~){41&{GYE+2rZbq-%T)u{psclndh4WChR*GzuD`pR+s7DrT?VN
zQ=heMe6W7w)sNyovscI+^#5}G%Ga>}hV^G>KZsv;`mc`tvoE%hb@9hO{r>yuKjZy-
zocFLCPHUk+<l(di1{OwKsE5-=_dRx4bNBz6L((hUJhk?Q2|Qr>>9MJWaZ>kz&lCTo
z{4U(C`e{P@B;DwD$9vc$4p^*BU)go^xZ=${rOx~QSU=tV=i~b;dw5fwX5CV{8eQt@
zx4)iKBiuqe?8}vx{ZH4<=3l?r)lN_C!Gz`ATl4Qqna%yv=gS{@?^MnDjnNKIIQ7j%
z1L9t<nZeV($LrKDuC?uY(^ubbJGk&`^zE}3zNlP{zJK%L-Z@$e=2gWpt-ci-_;1#e
zNuNH5uXy!r_n+tM|Nnfw|L-sR>DfN@XTLcA3%U9>+B)tZ@A8Fj?d!hXeffQUeC5w4
z|9|gq+W&9o-=a^YtAD=Mir71~NcxwAlkAMdy0*Y~it(jwPvWK*i^@I|w9#+;oFeh8
z@v7p!gq!yDuM!VQ?wGqi^TIj*g{5z*F8=&yyEb(%ztheav(IO&&URRSjdkfpzfElV
z$r1c~)%6R0tzG|j;ih+!)~O#&nY(BHx(#)~k<q^nd}3tX#n%?U|AX1XUl%k**32q4
zSbTnZYfHaj?*)10Yt6fZ4sos$N`3R-;#bS|Gy8WP5)XP=EV;<%v&;S#J>8>HGdLK!
zFYHP9TCy-Kj$?mi@8k`i+g}xk#7^Y0)tEl3sCLCSrRlFEYd!Q{u0F85_50*_KHa1J
zN3_1#S$&_s#M`?(>T~AT+gm=n%uk<D<0SHHN68n5##vRIMbBT=zHeCf{Myk)=?vUF
zI~$am_14>86LwKfO6fhbTkKokOWQ=Xu+4TC8egoQGpT?rGAiMr>E<fKU$tu<{8}5r
zf6;eY*{y!36`c=4rnEO&YTwwl^ir(+-u*gLpFL*#`r}5B<3*Jy_FgtGTiNuVQ&xyw
zjZ1F4*(4QeJKx}pvcimvX`8GZe0B4t)!MW-DBbDSsuVQ)TX8*GdbwTKp;H|;I<K}a
z_{Gu2yr^hbS=AyZx6_T1&eF_zDZ6F`{x~(eRiQ)jZcnN9q>1d3YFZyl&CZ{{*D$L&
zW3FhZ=)#Y?Zd#>@$;zw>7H+Tl5_D+=x4~f%9uvWqUy&g`%;|A^7jPN&#`GNAzT!@;
z^6VU^f@!&vxSlGB{VqTIPf7Gv|M_71U5!l!GoH8ch~#C}rZ0T`?SfUvSHU@1y|<sP
zlS=Yl6(YRi<UtqH*A4+w{%|gxoRo4x^$(L~#gmNE17Ue#J#q2;S5K~<e#P9VT>ry@
zR4dP`7O_^WPb^mSwYFM$UuU^w@p|pk=EajP?XXl}?%Y+iCUSPaneQC?{bx8P{o`_8
z`d<IWS50gF!_Nax+s@b;ef_$tw(k4atADqPgxq<|&-zu6HMHc6xYmluyGi$*9dl1d
z-}bXxmM$9dwQ;THidScUgs_HAI3E%qF1UKZDK>7dtjiZ0YRp-u&h=RR``>iU6+4#h
z3vlEuz4lx5N+EA^{zpl!Ec2H^XXT_b{5MM<RJ_lyJI8Tu0LN87?y^1)(JN0{&q*~k
z+_m^6$Mr}}#kw!=!s6yL|L&|h#(lkeL)6lmr|-0t&v5Mes`NL{@%iDkRkQxo2P}8{
zxLEJuB*|`*%OWh&Lho2rgE}u1Yu}GqIB%---g3S#A02qR?p1%zn)xoee$BM<qs0<(
zcb)f6I`^;WMy&di$GPmguD)nv7r0X3l2K}P_s<>n;GGL!h9#U~ow8NWNaI-7yPG!?
zHzjpR89#o*bYZTGgYZ$IHD|aOe3|Aj?@D2sqAZ`F_Il=nj7cX}zj@PJU2vzw@>cX0
z?XWy<1OD!e=OJ>j89QFDtT+<!vgMIN=RUJf%!_xiCCjx5YX&qOx^e!=mx480&hKK|
zZxU9;|7GgNAlcXL&P&T%T^%>neGho~=KH~bmw&`mKjiHUSgEyZ^}<V!rWhL^YBZZ?
zXCKlP@N{XyF6E$G6J<ZloOnrR{`O`5pG+rS+PAOoX7!Ksn$u@pwQSc&PFT-4*ICs0
zm9?{e^vv~ZmYv(Q{@59#JNj3Ym)PA@3t|vuE6v@f^y1qS^}jnz7h0^Jrg)`2i8)C!
z%BnoYb&7)WtjODkbPME~+Q099Xf*Hr?mL3b_Azt(k3Cqf{v$j2!{Mi5XGM4|l0LZe
z$ZadF+^j18T(J3keI`%cnyW`Ek32YPTz%w$G1pgRw*Lt{`_3&`V7GUl)wP|ewG-QK
zzU(>tfR9B!#&z@AIX#PGH_5BW9NKu#=GL#9C0lv}`2M_k9zSup?ZX`trY)Rde!^|P
z?<rA1txrx}uQopp%FLGQo82A#JkPnl_UEI#zq4Ya?$kc#V_|KrS*X_*_=kn%c;5~w
zt!eLXPrLoZN_+a#YqfjIuiEXo^XKpb;qW?UgJ_}sfo~oMtzP6ZyM0Y_@t&nDOj2TP
zmtCH*wogu-;(YbD$$7smeLd<MwEwLBq#n7K=b?`J#I2cX=4UE>&P)7h%M|mEW-sSY
zXkPp0)AI7ewfoyDUT9r%;XZyhh?DnuE5CVdvT|;Zo6WDepK{7WZF4nhDn%zRWdU7K
z;P*_?n5~YbK-cV_TVsR~U-$(s_w~IC*SwEB>><<K9~&K7a6jR5YVGvHQ%`sKZgBm(
zQR8iZCdbEF;w<~0Z4%dL4czUp-RxRii{wv-wud*L`HS9q@MUkoq*r#kLqC+iSA4D=
z`dISd{_GDk&9@!=%js`&FnuFOZBgpQl{@D7D9Jm8dGt6sL^Ykadneht`0G{2&Zh34
zCpn4@&+E_O?p1!yDE>>xHN8P=m8-t?V~&5)^PT=Qe{S&H+Wom9(Ejfon}kWf&;S1Q
zdewfu(()tQ`fq&O-jmy{H_^D?U|mE0bhbZ>n{UU@VvD&xwQK2oZz0yT;r3r0g?dZB
z`>S*YmDuJgc0PNvPQqfR-?Y01_D{1t7M0$OWlgWnd30RupRW1G{k;pW{rD;U?x7>Y
z|1akSuDn{Nk^8Mc+TZ+_XWrvEvfpCw9(z5bP<s1T`DMO&k8M7*zqYnd@HlLc_xRrX
zf9<z_RPX5ZeEl=|;{L0-HvY9G(yvu&FXZ0&k{`NNy#7kGc>3xq%Jo}5y-sF~e$c<^
zZFP5Wm9eYc45oQOS!G|uKe<2Un`pE7PvFP!*AuvJY;r7}Z6C$f-SlyXsk7V~pGoPh
zM-RSb`FZNDxgr1AnV)uVbblSRfA3`X<D0bmU2BCH{c}n#WHS4o365T4RHU6g`^fpG
z#=RaQ-9pS(>$_*XpOcjL*mqHcyoRFh@%?Qt-mUOHTUP(jm(Sq1>cX?Wc`Y%MUS2wP
z+pu>3-;N}gqklf1mT0yLDgCy8!j$0j3NNLV%ftnbdbNvc+|v(wn(ix5JL|J;#&pr#
z6Gyr?Y9y;R1uw8!YVq+%#omr@IR;ao+2#f6&h4AOeo<vYndZ6pqp?{Z%1f*_pD>hp
zbZ$N8iQ{Xz9or__Ec~(Iva!PDoGP~CyT4@~;(YO`H+*i=;n?Rp{v6tBG&gBS>8BM<
z^B7xhteMxp;EsC2cD6m|XGDt!h<z-w%RImv{ybfuYq~}vvz>7Gnsa;;Z`X4ePppi4
z$ni;i&hfgE*)nS9msot9|Hbz4DkHxv)#S9OGY9owH+8tO{9F~VE`QRr+|s!RuDV7&
z>t|o{%l)OCT(bm|U1sq8HoyJ8ZHr`HDF1kE%CYOGa?|!5>blF--?{Kdi#MFLu}(RA
zBw{Y>?0psf+B=tv-fw)lb%KC=)9K09t(+gV7H;>Q@=r_pwJnd$ewR?Lh5nH$>GB#`
zt>qU_Tziq=qkdCQ!Jyn_kq^f`;gHn%V!J<ml7B3H=A*qw{->GS|1g^idu;u5C%Npk
z)&Kn9XcI<#ErTAeuHwom2esu+SWb5|J+-oC;(@)JbvU;9om&_B{&3w%bH@$aJ{6x+
zWxt^F@5qye6NjC*#d3+w;GLCJ#9;Mv(|n7C{~sSc$(S-@nS$oIyaV?7mIv0WTxpZ{
z;7d66Wb;YJ=}*mWhMw2v{jSMjb;??s!|1v)YvaV1tG0`_Bt{%`aLlkiW~Rw2HS_5&
zxA&eK*IIvAv*m)HvQW?6<~a+l1uS27RH<oUF5A;zduLhX`aagp7C**gAo)JbUH8zF
zn9haVYX8plW%-sS6g6l~`s#Q?V6uJjOD#b?SK+j;Y-^t}c&XKE$_ZvRs#giT*qY$u
z#-{cp`nltVqnoA+E^?aVxMRw8>q7gkXP?BD&gg1tdlIE2H%I5RL*8Cbt8aIY%dUEr
z|M`R4%meXnAKsn7RkOamTv7B#{-+PeRv!3XRndLi?&e|Z7`Bgh4@cKJzq)<#_^TJm
zQ~T_~UVeSDJ^%XgRdU+8JYP(H>L%=Bo#3Bftvm64(@OWo;@zjCK1sjdtFO5KtK8<*
zdG4R21=Y7b^(lW6;kc$VWTnUPh^HHWUM@d9GjG?{z#m<6UcLxYefIqLlkFGtZ?YLb
z*?#f2q|>L_IpO>h?(bRu8e~C$^gg5XU3!0-5}(?vnz-Gij(g7%d-e1xomt(5U)l?U
zA85?$DE=Y;p8xWb*BW7G1Jl36M{8ZykS%q4AFE|_LVu;P*R|V$=~wLDyj)>i<v%yj
ztJ>3j?#1g@C39Cr&7JQ)_hMzB9*ejJtMcAe=Q2cMR=k|#KKG(~Gq<eluUQYAf_alp
zPyKi@b~?L8;l8XSy9lPHnTbiA+zT7BcE=r1DlpS=PIF_iJnQJ&eQH-!tI@?xpEsy$
zT1<GJ+92y6_SQjld4q|;8LkxG+ut7i<C>GbFvFAgoZPn?7aIltR#a7}*xoNVDxUKH
z<jdyZnJ#_}lU7!%zVPg=_IRNGZS%dmhdbxZ)LOJ4d}{VC<zp>R4*ob?XtBKA{qB|r
zuioi?e{AuEed8C_BbQ!wHbht{PK&T=Tzw=cf7;xA;u}piCx6dO%DjB#y7!dBv4uOd
z`O1&J3d+1ct2@z1M)E;w-C|{C8+pkGm-!<!4u9Po(thakUgOMvuC2>w{5WGQBUUEm
z@^rp!QyROB+Wnc6CD|+rPn6ZX*Zn_dv+J8S-LkKHpU!XGtF!OxJ<hEc{!3h4o6@se
z(75Scx#ZRrc_njSGQSBlkFs-6Jo<d)u8T$+1l5wSO=^f=E4{X?W?{+1@7)_+K0NK+
z)giQTlDX1j4o^9))L#n6cVB;~v3cdZxdN|E<~ke~bdcQa=&pR|$yN3!?e{b8Z(+Z?
zak)M36R!O>9Ssk*Kh^4GT)w4w*UTSrE?O>L8IRStyj)Z=PZzqZx*fnZ=T%ja@z2Xi
zngv@`7<e{`zL;s~_eCOgW9Dz!?00OtI_|#@ULme>O<qV_vi!ADcbwts?h4z^_y^r{
z^keRQmyA`J{KUBJy!kcPT`#%cJ(B!V_000iWC@cO=cY7O@wb^zdvr-4>ug~GS8!VC
z+XD*0M!o_X4tq6QkFKhnap3OsI5zpHr_zaLUELE4R%xcQUAZz-vod$i@jf}-*A3=V
z+zQMTZtW<lV-O4eo6Hm~7Ng5z6TSW4na^9)Y;LY;YJ9&w^||xuK3<j8?1_tI&s^Pi
z>*D(29S;0OkMF-`dMmwlVo^z(okVn#+}wrFFaLKuc5OrY(euq4RfRj{EOV1`WaloF
zPsph~eC|T7`To}zzHVOi>n1O^dF7fw)maC2Brd!&XQGYrDuzwc(p~3{L|pW>v*vlS
z%4gla&HUN6*B<L+&0KzLn)L2P7u63tiL(?>a5%Qq&9RSDNo`@?#Rspxi5TCLnY4H5
zqDMEvIyLTxem~rJKltK;ZBNdYHC<lWEy`_oy!}S(mVe*d7Cz40F{A5!_}W*~xBSWY
zQ7RRplTvG1SHQe3^;gd{`OO)(H$HWjyfc@fIP(0__n($^c)pjv`6{!}bi&=Jx;0xE
zKQ4FQKQHH}V6T&K<o_3abt|5>i`@0v9#!|^sdRopjD7l)uWKeprgO}^c>Qv!rpW)i
z-P`}HXxhjzck*e|fS%=w#cJRAGk;$E@iobg>wTcx%5_%9oPIX=@+Aicni^~^oS*x%
zaN_Uxl^X9$ug$-<d)fStY!41|oD^ex!zFv-R>bjrd>x+~->KHA&CF=3IQo9uJ5kd%
zF`tt4D@?z1y)$iC-2R!-!dzZ=<*A$Z{1#{aWmvD_yd&hGs`5Sdj!)fbS1n~XFXS*|
zi}1DCe_DISo?4No-**)&&i$>dr1Qz;%8f%`Rk>e_t&m#KW?m6$pixj}?8S2`W;!R2
zP16pUKQ+GnY>%qe3f`OQ|A3`cOziaUi@kUEN4^Sv_OCY8)_nRem+P<I9-6n^tJZJ5
zq~g9G&tLuvnm@NMx#i?e?WK0rldK~8ZS}ssl>fUgXnxGq&tIY~-EMo=dPxaS`6a^R
zRdKD7b@kQoe>E%5Z~NR{xbi%s4ae)Hb~8h#%V~UFnYZJFJ-_Q!GtOgytcy$L{w$PT
zeSOpKLrO1}U3&ha?AVTE)63bHy{*HH^WBt8>$H!bNa1^Aa;=Ty#Mkw&B7EhI5@&w>
zTC|#@Qdaq9-_<uK_<Ux**lV68c=(Ik*}A%0d*85L(`C8&ZuQ^HZ%&2!@;A6oRJv3*
z=3JeAo7<FMb#nXr?c!07UWyB4Y_B+!px;yXz^QuS*9+cnTBYS4hTq~|tmgafg`~r|
z69NkkZks<r!EurC(UV_~%@x|Zw?ng`_Cx651iR(3OPp497ye}Z+hF+W8TYE$(u+Tr
z?~<)@N}amu(%gidE2Xy<uZm|%t3CJUjMeAF%!!|O-B|F##ATK87O%G1`}-VZ-z{jE
z<h`9e|MQnwGuF&gkd9+MIf>6d=l!`&wzF^9_11*?2|2j7m$y#IbO}DO+Vg?p%z%<V
z57lS=lW_`ICK*t4hFv!!rZS}e)#tU2%kOia{n#SEk4IA7_SmGO4oYSHk6(24ER|_$
z=+6&J4VYxVxp*%3yLox$cXS?1ou(fc@lIsf2eH)``2QW45d2(o<;Rw5h9dkeb(7A8
z9e?+y(N%x>)Rd?D4lwF{G2zfmJj#Fd__ZktJ>AY8s>d%zy04k^<i-@Or(Xl!MIX4!
z9DAqPLorc&rQYG4_s(6PedP~lOk+`G@2UKkX}W=r{pxmXd-vg~mG!I37oP8oJ9l~N
zy3IU0bT+01ChinfOj=i%dPHCT+4`+=rVkE$Id%H*hjlVv@Bcr&zUEi|>Hq)#t`_>R
zKQ6!WSN;B3`#2`9SzpQ__&&k=hrIQje7}%uAw8%6wt3yM*WCC1@2^+MORxW{>v~_X
zf8n%K#%VT;&p+-ttzYui`p-U_W6xHyiSE+SF>F-2k$zieM#;^R&CfFq{IOB)l9O|p
z`g?iS(je(AYb@48r?{28x_I*6pEF)5d^h<RgPD7ZFFQD8zBY`yvcUKVcj*1@`m)1Y
zB?1<T{*Dor?kZZ8wchLXyu&lUhU;F}w(xis&oHq`Acrr=dzBuak)7HcS*sk!Uo77;
z`EoZI%$onXX1VXb>wYm_k0;+2$a(ytUNoTR#q&Sw<*aTh39nlB_D%iMDTn+&?e|l@
zBNV*v&Vy{7U-6;a7W|)j;@SD%@utgLoOtg2_j*|&>0^=4X7zvdqE!WMGt0l+ixxlq
zA<R5{-?56B>)ub<`|LrsOik}gN4|Y+&h>in$r7y-t?lL(Y%*3Ze{wqTr`qO?OZ8tm
zZ)u!(yYl+2ZFVk#;!_XhUz`3X$?e@)I~PIz?+fi*vJCE|Jel-eWA76Fz%wV7794u{
zSz_nzFN(X4o)CRHl`G<I+LK>BCKHs)4T|C~wy#L}eJk+SS0Ux=&pVc|{}xy&Sh$*h
zqEXTOx6UOKe;5DySg`h4@b&7CUl#0Fne$-#8rFC7zPG+Vb9c6yoJja8t8Rsh4;A0d
zbLlwJBvv+)#q3jp{5KZU*=zFzKF!bwlGNLj$#Qw|O{-*Gwa@BjC%!-U{)y!z*`lgx
z_jh)lURj*t9sN3?@5QrCw`Eoqsb2Zly>f<rShD?_Fws+0-dmn=JzuwORrkhi9d-fn
zyNnA{s~1PNTnyQuFEGb_uCgY_L1Ct-%D3DLcUaF;SFNwmIjyyV`ShLbJ2;a}Hhk)N
z5bnBxHTP6_j>T*b(~HNsvVW{yd+<{A^r<oHnwPxG+&Xi^9vdI_RhyQZsH>UGPN-l%
z_nKkVt`{+!<w5GfEp0gqR~K*p^qgsR;=cUVXIQ32cdVMH>s0W;&0l`iv#JF>#pg5c
z6&gx}RNRnqnLSaMK~6Mi>k)<H4<Dyrwcj;)q5$tJTjeFKn+=x7emOVs>$w$ejKBU}
z`77}ApUCRu?Tg=AbSX_^x*)$@&14HZhta`l8&=#f+ETJkO14q9={xV5$>*}~oZs!g
zitAAM`P_P&)93f^VD=FS7GtTMR=08EsuP8|n|-=(w$x6YP%Of>liw(;?Ae;gC(6Hb
z@42uP@8N7uV6~nU{+F4Vf4Z{7)@;_zg{9tKMJCigP`aw#Q!{zT-gDXw*=O}~4n54X
z{UNTWl6<zWCHcn6%?d1~3D&C==QO;$cEZk-?H*Iwg?S4LytoY?yi}a<>#<^T{PqNo
z-{0(i_?`)$x5W6#ew7tsW=(Qh3ypez|6qt<keseAC*iP3#(hFhT~ouM{Xq{}HUIC>
zmMlNbCK%x_{K0lplwI38z4O;~lz#q=Iji)E)q3sBL&`71&Ms=0KQq9F%~C}3+=7m8
zzeTQ|{8btIYy;B`J=5+#EZaUFdTAYT{9$tJvrXYwg~T5DMr_uYd|pps>N59ivCyv{
z!tObn+&%uQN~>7s3oA#s!U8EbGqJkM2efkk&c4msw#LPD-Hxlfich)UyKw7vspgGo
zxo6}w^;T40k7HWCB9>e0Gv`&2pp`f8=GbiQVsouu#5tRX-8$imK1->_ljJpF!h4i#
zbyx)hm#e)H-v0TH#NHUAX0~AO>Q~(j>S|G<(>Ay*6L_9lxw!CkQT7zYN*9+zf&Pva
z(z|?3yZSmZer1BF7c~#;1qExx|4c6WYV-1~hn3llbDqcd%5PVGdBf)XOAo8K_*ba`
zMnCHQTvLAiW8#{}vz*iKo4=l+HQC|X$2S5MDzA4;+c>Lk<^<VduS@(Vt+p}V>y13F
zd(OnMf6e3HoBOQyZ|h%^T>oHVX-)dIjW1^?U#@t*Cb_8Gc2;T3)~JpTC%#*K+RHPm
zuV#I}{D!Ds+c*AV)3KZJ-q$yP)6RQ>Ls$1H=jEwl^S_I}J^m;-|HShRKe(*BoZ}k$
zSH-fY7qmUIWD-5Jtz6D3GEc7cc+@kWE#DGtx}I#hm0z`P`tL6%b9NOzsJlNu|Jv2h
zeV@A~Sakf3R{S{WZlk@m%DV1=w+rT9JNA5e>k(6<PXQh=;xGFYKknOQ_eyZFby7*e
zFEI5#tLNQ2J0*K7x9i>8|EU^Uah<50FEN)T$G}bf!83`w$JFxXOD@)4Qpda~d#dcw
zWwvXMykIk*VsGHKoa^a>xSK4+1ugAAt^eGRxO*Y<oS$`gQMK7-rSt129#RpAx~BPI
z;p|$c@|~ac7l$6rcwldGJ7<gX_c*oN2@BS46rI}A&$UNz=S3~W9h)ou)jyb9VBIa}
zQOnPpX7)!>B0y)W*kY>%yNdFrCP^0=ENGQoV`i^>dg`7jZrr=LZ8T?IeRm-FeaQ^J
zdCMBlYiIHJEn#?~GG8Q>@2SuBd%N7q7oYhc+5JvJdef)Z5(0j+4y}ziwDi(N7K8t9
ztM2XFkk7m5a#+!|FayJB&u_ckynlJoRCY!eTjo9Kv*+%eUCVj-TTDr`K>a)}({+nf
z;>;s&H!XO{XXmk#$@A>eC@;tI%eT0DWwSL!_p9VTIdnYBcD6))T_N|i1>VPkO7$)s
z2$%Yml%)Q`^6jKUhiz-@+2WqDysp1IyXoI@uhVKj4X(}FwPEtEeOmH+60F}|%)fbp
z{h-*><~!_1nHv;17o8Gl+UsT2vA!nI%0cblbI<nOp6ULc?b2Lt#l72Ag*7Me-BUlf
zG|7J7%;%o2&jJFLzYkvGJa_i??=v3XcrU1`xZih%g@x6LBdl^=lP3K9wMfJBajg2w
z*=l^Bn#H~yR-MAA=JiO@w{S|zt}We@uKYWYKht8xw>#Ow?Dwx<zjtoa)V<%{Mfu(?
zyD!~m<o2oOj?(7e>$=&ZOQ-x)YiU}bu}0(K-<}yAuOG2-#O$={<7q0L`FtYR3YLJk
z4koVmJ!jP(+VT3pwz-@4)^VC2J;Wy}(rNytG2ys+<MFG?e%)I)zPtO8eP`!<&zFIp
zcdUE$`slBIrmU++gWk=)zGH*NHHlAsN=7?NRa?Gn{mr$#L)>ZqGu~fPj)t{s+fM~D
z@tG(vADzZFLw3_i{waGIc{9~nBJ<BgO|#^Zym<L^vPG~Q^R;#An-AZ58xb}0E=S6Z
zFH8p72^*_={p}dveNwv8;Bwb`A)CrvLBB6@ygRQf_*}p1ae`UXBR=NICpIT+e0psg
ztGSl`gUn0m&kt+~`+JmSQ>DSzBHap&7NMIbElvtOSjYDv^;TaVS5%Ix)%i!a>v;+U
z-u?RAy_0upRQW&lEQ<+(4`zA`e!r|zA-?^eP|k-X*TuEZKM7=8pR;I@YID?LFSCWB
z#YxwbnxfOwZDaHU?F<(!G}`t`f;q7FrM=dl|K~c|t}pHDIQD1WYe8O#W$a2)zb;Ds
z+heXQ^|0%X?V^wS+;*p}YX5)MDt=8wP_+P0(Y6yWmzVB~_%u&;uD)Mef<yG7{WpIu
z%46e=E0Ztmdgv&WIb-JT5641YzqRAw?V9p(_c8@-j<uSu>{IvcS}avCkB6Dtp!sb0
zn~f%dhcdREEq`_MV*ZAo&fi~5zViD!qqglKtJi{aADX?f5es?MEE{RxrkNh?{Pgb6
zfIFXN#y-FFAjEg+AI>k_)!IjRjMg!!a$f9vWNQ2VO!UbWmyXQwRQ)f!NYmq?C!_YQ
z6+b6x&1$Nd_asAfis0-fp4%czzRjC3H8JMu)|#ZRyMnsDzuZ38^v^rh1c9mUp%aZ*
z<!;L-oN03W?wk{8`18oLuh$+Om;Q0rVpFPi`y7M!?_cNMoWT8Mjc)Xo`V$M)<*Pn@
zx$f-$kNfMBcS>IO9)Ec&xAUOm%e<bFX+jHEb=_^1l&tzJ9{b{pwa@L285<JU@O`!T
zYPr@?jlZL7?Oj&Mbn&W)Ln-O!X86vzGk?dftrr^ta;NEDu+9|wBq|kfxK_yd)RqWg
zj-<sWPc_N^3Fj%A<-;4gZhG#PgoE33r)H-tuevX)`tAFJbsm2@4*cupJ*prib%nL@
zX44V*llHP1!HjBdZ$(7HB6Cy{s`Mu>JSY*u-6UoxR3Gg!p^<5x_e}{V&0ZI7|0v^W
z#>ZH?#5aphUFTtWi93kXM|UfafuSwy!_Tce+Qzf5F2Bcit~lppbLFlp$7*G*|L&W+
z@YD=Lbp;(QV;@Hqt{%VV9t)+W%$S*GVtFiKnroNuxo@5hQ!hns^VIsX^;m6R7Q?FC
z^AEhc855qpz8}rAVAlTa&u_i+DXw-jWYAi_xw4XXM$4xqb+4ZOycx#e^mj^Dif#h;
zFHOz8=Jj{4_;*(?cKv%rIH<0r?$&v$XS#nwB3SMR*?*Or&%!fTFXCDCtL2AF?}eN_
z*l+p6@P41X@t1sO<(p3J3g+IYf6Li<Px!q{C|>hKVr0(L$8Q$(9^FwcQ|E1HXZEVb
z{*=70e)8Tr_n(Vfoi7Le%Q#k7_j9pA!-T$1?l;#=-@oF|#oZ6;_eV`Fe{tgd#?Nyj
z<K!%Bo!skAZd`Y_Hn052^qN+V)teK3mp$Qcu9$y$;(j^zkj3_k-NGb)Ok{rb^E>C+
z?w^v0{mcF(J~+Jmr|Zi4IY+~Sci*}Ee!~ti(TNAlnj|js8y!!5VcX=(qM)LDKjHbK
zsN}s(CpT;rIp16q?X;0IXik)tbnQP;Nuj;-AId&|8m}ilt$yX*fTj-@7K#Y8ZMrU)
zIY(#G_ct2s|BDP6Qg67)PT-ilUA}~uG3?F<zARDSeA5fh_t~6Sz`fvF_r#nRJNNn=
zf6~z}zF2I|3(iT)Wg;JIo~h!PDHU6Ad%@qdfbhTVQ+%>leG1#}{jcUmYkTa9<?>|@
z7nd!(_h|$7-NyKA@n2zK|F^~d(EG78{bT>y&86#iz0cnlzO=vBCuYr;i`LTLWi}Lt
z@7QV4_dVoSg8F~Wbzcs4tp8is#Kk^S#P->7om=9UFSJdy^Ehs$8}cvs?CpBS=$FaM
zZ^hNA+2$0Rf9+dZwn?64@&7w{8lGpBgOASo;`HWaPVlnlygWBgcez&WS-Adedz<C)
z!!~W98_XZc>Ay~&CtK)z^3XHG@_rw0Ue(lJ+v?o;KkbNh_S9b;q<FvO-uKxiQ*`*Q
zR$eX^eJRbWD(v#=<eW0W97)zkt_zK>vp)V~X{(x=miZ~d!N@n!|0F|KwHMz%wZz$;
z{F1d2#`k{xWbC~3s>+M&^Q5R_Y?5s2mM^)#Q}9y0<)^l73mEmjOv!n!JHzF?v#sjh
z`wE2tH(O?HT>j)s`5Vof*TsxZ$$y(N<@D8i?@DY{J6CU6x%|n4J)HGC7QE$7pVSI9
zC$FA<v8+bp`xF-5JzQsW?^LyPdAZnM4-Q&Z7<<Pz@B5S-nOO}p{jR!gl02rn`%h}s
zp5>k2t1m2<Tfcwn!sRJ%b4--k4=sveT>InxJI%;F4*x!%&T!oQb;=Tc$;{F;ao?D0
zMh5>Tztxm9Tyrw64>Xbf^8T$?o1%_gKeDh-<f4r9vfI^LYaWYSoYnqmW}I$d*NW*G
z=f7rgGVzyB-*(U1^~+@@{<AA8^W9fAEe>g{-SuVZQm$E-v|j#Qy0=$$ZG~I*yWsr~
z0vM;7d03lO7i}qbpSzg3lp(Gutn;RUv+886{kMK!I?eLs(Uu99L_-cSvU2t|yeaj1
ze8nTefA`m4Z<waf>i#=-@dk!4dmhKrbz&2mX6dHXZRImMe|grW4|dE4nj*{tS)?Z3
z<DTBpwRov@(X`pyV(#zxWp35uAN(=8L}LBj0}||FeGi|PNVE&dTk*}mn0Uwe*h9f>
zO7$xa?^y1l;&<%HgIm{p*S_7Vas0B>^%rWtZZ=r&RI+(;?Z(5d6OnqyZq!FjWr!8r
zveo8&*Mh%_3k6K%7k=FBy`uU|z?vlstPZzKc(8Z-x@mcnEFZhG{hOlur-aSU_ohPb
z8ZOq*qqFU~a?ZxC54@G_RQB3+iK3WJK%x>~)2<oI-zu=0O}l<JYT_-6pB7mXS5me~
zMIZQd!1Lkbr)~0$@7`Mdj%K%fd-6#t>%}9iTB3q$*Y*AGx^ij7q0$Sxum1S^v2$s{
z{}<w`Bu!>SEslThsCY@s<m-heN$Vqy{`$D>>9w~jUjLoY6<8Q~YH`w)_q(;-eqPw{
zb=D)f{}pa_6^0>RwTVYpER&9(J@NhCV9hT{s^7{~%R2YoE54??_p|@EIjNs4XW#tN
zYnxvC*KFTwud5dwd=8x5a%gem46f&M-hS<8OM1;+u%cWi_e;y=9Nk*wbN4tr9YeGZ
zihkq!(id)Z_QV4xjR>yJ+edPWW^G(2Y<<>c*3<*P4tv!xWL>mhF}cIWGCo_pIra3p
z%;#~7cNNN-2+n=dqR4&faLI&SMzsxmJ>d%jW=dsS?q+uO`1Ea&*%FVwH(ZX++b+B`
zuUW?D_2>G(nXE=fyc|s5yMCHEwLgN5d*;lQ?58ZW{ezdxeCc-J%QOFC*KLo#Dz3gf
z<MvLylj@lp+9Y3g3fE6(dtI+k|FhflM#IkEz9u*FlA^E47k{o*f4jT=d78pA=Kl?j
zk1woWrTqEb(~4bzGs1Z*-(|G@TX;tP@nz@zNAI)D-Puz4eNoj$(=X9R{4dU4SkHIw
z#>K^{vLAF8#{bVs7k+bjube}dbw0;mF@a}iwK^8YpH$eP|0P>u&+qoS-<sN$7QLbK
zgr~$$oVq5U(CB@N=9{VEF9SovZSTF<YPEY~&c;>q*NP`=W_^6jwp&bA@s!uK=pbRY
z#rjKjXfAj)!}W{K<f$=xUZs61^nC86$K1sAc-f9A@6N7y(!2l9%fPx%0b+*LRdc5L
zSQTkaQ=Q+;zud0=(W6`K?gzzERg=@}<~mvFpKvb!J4b7G_AGHny=ikFw3hTA@e>m1
zN>l2JbO|;)<8^N4aU~9eHpj#r`V*v>AJ4uVczyA@|39@^kNuPH4%(x|YAJZ^p8xCA
z%6!Q=`y|Sp{5^t=#ke?nt|w>sI5&O1b9{kN?tba5>*Ji(Ccm2}^yi}FeI4zeexJ72
zu%FAm)%d5^WSz$0C+q$>I94vatov!Z1(WJ)x34q9zp_tCWL{L>vUbw`zv54~oWH#M
zJNu(M&)rYlPh8m+`ssV}xBnZK_dY%QJXJpRXjFWHecty#wwV3vzXYxm`n_*`ztG)@
ziWYCp&5pcjR*!$b_)VjbkqCF}`L8b~+j)7)#C{JH)1BjC=T$r9t)17~_genuEz35^
zaoC+Yrp@DR=XKTX(4wH-zcubVzkYx5^uJH5>$FbEW%e~5l#HC66K%~Z!EJr#s@Pw<
z7b25qUcclZo9Q8Q<Hp77)mu{?*#71it^Tt4q?`E!DaF;!6U@StYbM!QB&l{r6l*HH
zzbpJbG9rn=Y@3k7Oy=`z=e#TKaoy!`V1MJq6MRo()F$NG&e3r7S$fPN_Ko<;l7;*W
zZj`+<sQfYSPlAT|wl&+eP7BD}&A<M;X3L`)?{1oFU$lMl`Jz`z`}yY|e%@f7|M};M
zb*Axp=hj%(*xkSV{IlNA-ThG|;-RZ6SFvS&Iau~|Vx^z=i_|^aU4E7vyQ_N2b*fOH
zRC1|UPP@?4MZS6st5r{xKQ;~Bxgzaf=wy{IVxLq#a<M2d&(Bcn^yzGWedBP8K&k$r
zI5SU;xetWZPr4TVshIi8^~j{Hi<sIX9%&z5zJGP(%`X`fPQ`zguJPTxsdk3y`i!u!
z(79b3mfxMnZ>qg`N%xnM&6{4V7uDK0=fc+D&6}btwa%MpfA$qU#}LK7q+#*(XY;ed
zo_%)f;xzfWXL_-KzE@&fcYl&Z{@J}}Pqkg}-Xi^b@v5p`{+{CBv)p4D55Bu(xjgDo
zl=-m&hhsB2ob^xTd{5#$@uMg!XK{<6OGV!LS$ZBHc}2`GzCB*`{h_V2xYvY!Unb_=
zKUVEIFz?u=yS_!vygrAUw59sy@V5kQ2noB`VVQF9#cYLD(>6x!Q?_K4(e_T%-M7&1
zy=q8jWQ0P|zDV|bb9<4b1c|a+`*)wNI?H**@MTFy`ik)PN<4-BcJ5zNnRjH``Q^IJ
zx_rZC<|c;Kt(!6~`U{9!#w2UE&7QvTUbNA_@XHr_!__=G*(a-<;yjv_E%JWzJdco$
zE03LR0;~&_&Wmr_zbW45<X7tj=NV3(T2<J?XS6#oplQ};&5znTJF*MT9FN@VdqZOJ
zM`qcoD|hx?Pqhn?RlRcAZsx0tj`n}I+<RTKk>&7@6O&%A-udu)#P{>MmTDbycsm3u
z;%CaP)!8(~$GTHXAzeWtBi^dWw7pHBRrUJX#Hm^qbGqi-oy;J#p-O8F^P`O?c0Z|I
zqwXB?iO(-@U!xbBMBCiWFC2Vd-sumXVp8z$=zRvCyQglR{=pid$=2uJbCNwlXp2sg
z#?c!kUl=X6l>HNJy=`O7{6f@9Q_(WeA~y87;QLHF$)X7|&%AGZD418rUZUb0_$lj;
z*Zs}?-G;U?H4cVq@(Yx`T-{qwTP<2P_ulNX&e=|R7he8T6B8^g;M7WgWZfdN`Q>K^
zyH)Gt^ri`XxTU4%*Z(i}3#Ulb?wR?!I#ohD1xq?!yjNc&t*&@ubLH|5zQ|;slL>D{
zx)v?&c<1TF@NG|r-mAqO8=PJ2br!jPTiEeUZ_#s?Ez6IUK3VZk;NqiaY=U>K%Uy1q
zYSv;os<dmugeHz>{6ZI#1^XgC$879w*i;nvVB;Oexpn_{^?#W3$Zd~i@gn|PKabVv
zByp{}YE!Ykv+(?Zg}T9ULeF+FimGV5+~H6c$ZYd!XX2VY)AS@K1pDpJ-|iCgvN+?t
z++VGP>%wXN`Z@2`OFwIiPO#9PX{To7mGFc){LW3W>8DrMu?9)MdA?@HM8O^U0?gvJ
z6(>%*F7K9SIolDuuyB&hV}{1}$0uy8nRxoh-aD7trgg|D^BwZ(p4a>4__OnSeI{*C
zj5(vSP=~L%@vzKkfmPZnlhs+(r&O74yU4hzpW#;Zq5#{qo&OTwRutS@x|wnJ9-bth
z8LN(kZOdA-BPsj;C(-GWYjb8^)VthhCoy|L>*PXF-wbxS=ofcfUHPli-prgO+{Cvl
z_@uK-#CliPl#Sn}uwMygV%~IpvBlwSKQEmO`}?Mb^TmS3-XrqY&oX5huhwS$!F=ra
zn`%#0iE?{8<_><lp7o;lgqLl~KTx7AGd1+^+;cyg=S;tK)Ac~U;F8w!`z`X>cI`cB
zH{o>VH%8(0LiTGuF1($<{?<q);0cGuK9=gwGu*yq+`YAG)jFj;yIw4*+`en8RoUsz
zfOWs49~^x@r)JXYTdM?wd{3QQki4Jyp0Ux<^8UGDrY!#J9e=*M_^NxuO}_^>8&24A
zL@A%plW$q(@Rn^#Ruqe9kxX<&mBAew7l$tk8oNZoJvjOouotH)YxJfWd=&h;W#N`x
zs^L%SSR^0clv7)(`8wL9PWF4iy9hJG#RA*^#oW+l)?mM#e!N!t@V-XZ`H|Zuox1XF
z#hlD}N@9*>C!ST>@B8}J{p*kN=<k1}LjV3@^Gf-$^^swo+2oy)+qF!rUp)BwRAjrv
z#S?FDeB3LXmfNPk@Z-HV3y*y;YhL5GRQ$=C`PU*^Gs@4lFPeG!C8OVU`8obU^L1Br
zK917w`sMlbp7OLWvW~YZbDr-0zj2y+yUWBKevdP16rNouJ**}q$Sv%i&U~}S&SSNe
zRp#qwS6>}pv(RnU&i%)^W}UW@z11%M{KV`agX76x;?Ar{<8FU-MC#8B$+u@@yta1n
zgt3<ea)rPC@~->Hk@Z^pWQBxP**8fuO*pfYq3gEV;?0>+;*M4`PMgiXuz{KT>!z&3
zRWEdd1Dj738S)FVH!25lCMkZo+U<M$dq$JbKL(?JX8rdXe2VmiwV2<1bo;zLWK;F^
z>kHS&-`TtP(ZS~1j}Q1S;uZ_aU+Vt8L{o3hHHpXmO1tMq&vTqMd8X)r^10_cWH`7K
zl;?3>cDb&wx!A>Y(cX{ky0;D*DhukrpWf*A=GUr#P=^;nK@D5fT;6k>eO%iv?V!T9
zLiEc5!M#&vPb^xwsZ475&AK@jynf5)@y81>R$WM+;W+0&%%;6|B@#2P{d-w{B5)=9
ze@hjU>6`CuoV$EpiRAo$r&4VL{CS^6PtcoO$rW{!al5mX^-<k$)1$`D)82o{SXFOO
za_G;w4-USuUmafxPx|-4VWIcyr>hQJ$kAYo4c*32^zP3!X@@%pbPDbI3!j?@=w5$*
z?zQYMgPl8`-+5$uVy?I42@cb|x3hK4zFaA*>n@$P`UKzC+TOfA^>bZ!S527qF?WsH
z_dg%Ly{nLIQ{VhGNZ_N7Bd370y3^tvku`f0Ja;wt7U;#^n9B5E$L2k<(N8VTamFNE
zE_Yp38z5=AKz{eH4RXFSPkv&!+8VF&M#Lqm?9M{@wR3mvNM}3oMf{_N(<|$fc`N+P
zx*c{m_0|25C^~ObwcDq?;kUZwdiA9p?0cDdc5-CAWjFm`b7f&NhxcCRGP$Ki?Ex<N
zdO8lxekc8!MMHE=R_V{~WNbdyIBm-Vr`5|1RlRIDI@aII=iatPWBNRgh@6yzuPZt)
zuNG1<;H!8Sbu5%&>VdTl-(`2Fdd#n!%#k0>sS@MU_T1%%L;4y82}8jPlV69;C{;ha
z`}3c4w;Y~>&D#ntZppmII4OVSax42Ct2YPne~F3Tb5Tr6#9((T&$p@9r~3!Eci7hC
zTwIvSaw(wc>KsX*%=zlG4f)<2nPnanYv=guo^HBQ#@ox)|9`SBR<>XAvh{ysHk-r5
z^N(hqKey;;Qm%|ugG2lEh~Fpf^>%6h><EltU9fo8W8I(EyF2+$%RR8>I&|e@^RCbZ
zB|_!)N*wMi4?7fUR&zMrk6C~F?M4gcXD_8Bug=Kcvf+9c->yHt^CRb8liuX6H~qjR
zZ_(**K5TYLjMC`*dO}2dlG;~^=~K*7xlSFk6!}^|@0rK-vqm1tD$*0;t>n8@dDEEN
zvk%Ryo9(sH>)02yM~jSCB(5$jm^Z&gEi9x&cR^BX(AAFTrcQAmFCRQ<9ABpDYWe@N
z$34aK1|PQw>mOJvb9se-@v-Gg#JOX;y-N+*?seM~+80VbUR{2{ICf*voT7@o`^s&n
zi>I2@8&2NNFLzrez^Grj_eYxHt=0EmM=m~Tz4Bk-;*-V<-_2%OrSm%OdFARhS;4$V
zZBlXj#gvKrZ)8ZRxs~2@*5?jtzZSAJx@xAw{Sf`rIhWTs`DdhVFWI_3R9jg0VO!WS
z-;VuL!^-wg{n;5M=^D)>^`ZRosYkms<JV5@J<wUd>%av)rzt9FM_(4K>zn5ue6)M!
z?*z$k?+8ZC54NTUYd0z!kiEd!@rU!qV?~Zb+nPO|{Yi<vu<GK+MWXANSKe`S@zr0o
zv)H)p%QOx%34MQ^ZS%9d3OAaHKTD5pKlY$0k!hw?Yttfz&fRB|c&48|mtt9Z+v@VW
zSpRj#W>fOl>{0tsFmrK%W9#|br`M!icaE{w`QX5QdJWe+%L~QtntIr8=xk<)iAdX}
z&|UvVWV!r~)N4PFrt7UbopbDtk@Ag%C4N6rpKa~<J6-a+rgviHk}cD|Y<X@ZZGY|B
zjhYR6=WpWNajPz=Sk2LSS;t|Klz;46E4|lB%g$QVr7Ps;zWH=G!$Uqj1(xa!2Y#!{
zA3JqmZWx!!`X!$$Ia5~u?ex_VzHm8CcmsEmpVrJEU3TsmQ`yAu;7j2F?gx){9_d^A
z)FJ=4x?gbFqP3rQ8$^{l-ugW)H1PRL)mh5yi=q$r$#k&3IMH~bzL?J?Hnjfvwwo3|
z|G&zey!7$5+{>@u1cn^?>>YUi@0;Aq)0b5j-4@|`{r!fSHt(PKu%pJNYZk=@*KJcX
zQHfOCe3Ws{jyJqZ?MkLTYz%tna&n)X(e2pdp);;46vylAD`bCiZtc^V%k%FYG?^hL
zmG)evV^WH~@z)}Tt&N(^%*r=iKKHZ;&Q*B)@7W=lxmB_$`!B|F*zEmT^{D!%-A=ZI
z-tCVTiubZUj}-c_U(sl(>W-3q36^^P{XGgP6WgPjmxZ%TI5(Xk*TPh};m%G|`vo~C
zS0%lyIru33``f!SreEFYwWLtA^Sf*BFR6^G+dFbq9W8vGZ}=rTAw+)1*KXr$lS=EJ
zyt&XDb+B5nf91~`*V%4pWWJVWy%BKsr}*RSt>W_|>dzgyej@xw>PORtFV%hTs-E4M
zFBZSpXd>I`gTZx<HNN+X>^{8jUVruLkFe0-+!?2J^{k#un4e<1aHhYPnP0n@k4)BD
zsgeZVti*W@o?EIC0#d%Pcpj>_f6sej+wQ&d8#J2PgF;nXtS;oPxE6GHZEA_sg82)d
z$$j{>Z_(<<A6_mw7IQBx?(fv?m4R0229LfZd&MYeFzjMT5@`6Qdq(&2)YMn`K`R5c
zxCy1@zI?W&X>LRLltb5cq-?ku^tku`B}JE#&zIk?;CkqGbotA2oflh-H^10zypKOE
zQ0?sV?jQHqH+O7kj{K52%Re)1`c1wwO8Ro=U&pj9*gfy^Ywc}v*A_%<((Asc;8!*^
zf69ZBZ7ZG~bA1^Yy1;zN)mxW2FXw4EKKo_2w>|j50)x#wa}FG2e4aW*>wx+f%hEX0
zjlZidgna1Hc8WdOT71q&xBNp5+lGT7(Q6m6Ue(fGCQ`fPkV0LD(TC#;4@4HZZrZBm
z@_Me*MbFHQt7pl1H5n>4pZd`*x~yea2)oV}u9-R$pMO3Ux8&4^Z*NylUOw^d%F7FH
zc)4DDn>qUr^XYthRiUTx9}jQW6KYT3aIy;%e$(d0@GWk~vIPnrt8Uik`||32ntiCr
zbw$jjQ<m+#?6O^k@j+5zUk;yf(zv8|wqVv#)BF3LUD{gavO%cZ&iH7-qN&;Y+gXgy
ztuR(xb^em$<l{fXWIO&=N?6_2bV<Cs|I1FR4tJiSlvoMlLK)M;?p4dg+FV?Bt}I;o
zK|tnI(N&gD7tb!(yK}*&=|WLEgv7;`UUMzlHh)Xo#p`clpWZe}@zDBMIqR7*`^xhg
zWqaS{#=H<^KYrcxldsbH*?PD3clf+pnsDn}(O;Fb1{-!>{Tb7G-pA^}O|_Go(<DT8
z?shlsnbOaCHel(aD&_FlMY^}7Om%H_B95+Y>xtm*VC4Mm5HRENKI=n)^^2x1a}M7+
zp?xLqm!%DoHKE*|EA8|b#wOG+ESa})LBYM>YX!pA?r0BpHMy+*GC@U|=a|UrP5hri
zc4?l?zh3<I;_J!3jO;TXC>&T&#HteEf7IBA`$Na7wVS18vJ{+cDA=|kzC~0gNjbUd
zhls`2y$=^|kdmBYHtANtqRqQAE*?pEs;cp~EOtZdJdU-8+kJSttd@4ItPi{O;Bly_
zy<n|rdXkUw=T<eh86iq$ito2eZ2kWGp4<J>@{8N=HGli*y6^SdnQF6}zb!2Nbhh~$
z<F4-KQWxI~ZWcfKW7_ju+;7(R+zejpyKdu?7-pCMbr*{7{yzU*H~HJwKOd}&>s`+5
z<2yFdt!B04<#fS?^~t+f64kEF2s75cl(dWGzOm2r569kpy?pOtli}O>dW@eQZ@#R`
z@`}sRx!@i1OCeFwwf>2_j+9tmmvM*?j=rp_rB#_fW#!gATrG<>g*vuh6WBFTkCFSU
zVO&c5-mO<%HG1YBd%2SN@cTGF|5%xlUGpz5zQF6(@AO&0(IB<SZ+|^&o6xWOEtfA>
zWWP!I>0o62{Pf)?U$)4~Ms!E&pW5{*U>8T=#mqhbnEqwmwVZhQa^>B0>E-PlHipZW
zYv-lB=_{Chxmf)C@s&Floelq&t=KYW-m1loJPYRBy<s(5;r#nexfj3Xm+GfH+gmgF
zbnCn3A3dA9Jy`C4@->=O))f_e*em^XrAeXWC5EV9d76IhD{q*KHEAxmvedy%Ds;n9
z+lBl*YomXCziahV_dV-Uub(rb8fC9*YxoOQ)G+oOdAd?udCAe(yk^NI*-?9nPrUMQ
z+;rJVaFU%+zN37J$c)c>b4~v~a8M24O4Qa`BM?%+5vN-5d~MkY1K*{!$|oY*ehJ4|
ze!nD;f93j0D=UKrqkG#wZ}*<zBm7sYIl5hOciZhnzbXt`cO+(+U5IZpkl!YF*yi-v
z;>e~mN7|U18>%@?PAQnQ%yRtJ|7gYRquMoz9I@_qwgeqqc3)!MHKW^8ex};ISke$R
zpYhkz*Kgu3{kdB5Wa)>SKc`zpZ0~PtHs;<xE5pBQap)9_X&ZKT7xo3rdU~^@e$@}h
zX8ty*#T@JbaT2b3*M4qmv)=xpcDK_6j%iKuNnbv1OVzwINw4H<Vpm!GX<w#qxf8-<
zE6fCyT9u>Y8g=fPs>KJqxbx;-#O~+DwzDJWrCy$98g|{&x^8`1*Cg#-_k0R>1qPg#
zTbRjZ)!w<}qQAIjfaKO!(-a<8Rj-(x6dWCL?@^e!t7q=NLwQ|68420uM<1=@?-e%8
zHb1ZbPPjL}G<XVI;iP%5H=kI@)tYtAx-7UQ%+&6(q^j!y1>W77e%rnDBDOu+YI^Fd
z`RipbE`EtIKboo$y-YH9?t;M3xTPgrnHPKmZFX+orFm+N>c1~iPtL`@UG`$(>z(_K
zCvol8^m-k5**9?7gsk0*XFop3a(Bl=lS+Y8k+wE3yT8tkSDPsnB5r79Zf@f9B4*{D
z-uhp?KC&i%e>ZHn%KoL#F3<jQ@s?Su>(%xC@0B@u=E<8@$7deNEmv}u8e})Ge00pH
z`EAyk%nc!5zV2GVY1GEPU^AcYbmtS(^KMuLuFiW`X<+s?*zxFvmi_FX+CKi#&PrPn
zk*(<zsV3(h<Nm8`<tim!?u6!_cFhexFK5=RPrkM;Oy=8xRZLx%Y%<;MY$>thakO4N
zkNJAthbhlZFD=Y?7-TEGKYI1`qt=B9$6E3%?Q%XIzor>?J?Qbb7fbB4Ux#jIvE2QT
z@$UXtI#t`>#ixn>d$A;M!sTx3mEBAKuJU`;_-$S#*R2LuhZVn=?%D^uOuifcNWfkF
ztLTZjtGn!0ezD&+x$1ICXaAcUo^u~vaNOk?wd%5f4@>KwRn=TG`_hA*jZa8v?m4tL
z!?&|&Dfe?OF|`&^ZH+xoY^4i+ZI}@)exX|+>(0s@f16fsFBWHhxKf=-!=K%pRmVC<
z^djS3Gv(;BmFv?Ff4QmkpZBKo682r|z9gq#{H;*_ZcE!owbK)3R+?_@ZhCs*gA&Jz
zTRU=gl=ON!@GEscQ~9@gu~hiICH-P15#QWuKd&$DU$(b2Y%14E?e~v%yepqvta*Wd
zQG8n2k{P*PC$;mWm+&O#&6{p<E2kv(o~e@l*~QFv6A#q>Z%kwQa>(KMshh&gd*h6*
z^K9vVzBg&XZ7E^b{>Hky4&QI>{t;}pM0)lqJLyZZ)mQ#WU;47?dya?8(ds&9t`}wB
zb3I<`Ez()MH8ZL-ym(Jm-IC?$b={%<=f8J-`j_E<etYkyP0QOC@8Peide`&G?%m5u
zy;HxZ&Xa50XLqW4`|{^AHQt9;R+aUAIyP_K`OZ(@ZgnQEe^=?ItaEQcU)|5Mk>5W$
ziF3VL6XU=9na0BP$DQBB#2#f->FO0^lymKnyLC7G=<!*BeadXhj~~8M=_%|#DfDJr
z)GdKMB_2Uy4}&X(ucQXEmF&EjyKv>AGm6IU8yKdg$O;B-=KGz<BFXF_FTz_P@uT*m
zL*T++vleW7T)1xM61TH^xi_wNVp<yI9hmaWlgUMD-Ra`Q<oTr$i$doZ-0xaH$0+ov
z_qLffUn623Dm{q3*?zip<^y&!0j)ga_V@2Eo4@MVdz`mRX>Wu&=bz9^;d|3KI`W?K
z6lF&F{j_)d&28Z$uruV@!OplPZ~yeqQa6^@Kdik=Pa!LZX-0dr{hP(t-t{*8dn7J)
zZcf40RQ-VFo}4c=ix+SwF<ai2kN$pd;Uztf$6q~PJ^vmzpJCdo1%eyBZwK*h+oW!?
zKKL_x-UR(e&ZgRp2K7}X8PmlL7fUP?`Vr9FGO0qG$4j5B)blYr|2*rKMTXpMJhSyG
zPpoKj{J3=5@;qUo(gj8bOk@@;_BpXwc=y|9wb?pfV?HFRKYQ@=dMzVk{@KT3(@qMs
zXtVs{(>7XQxh3!U*3KtWjdv)@&h(A(TXEos)xTo_$_`(IH$MNmcjhyme{+ucvfuVU
zRa|=h)V~IfgoOf&71s7S1Yg!ZxnYY*K*7qFcMTrSbhM}w+&SmQ%YSP7B=1`<TK;6-
z=}z17-_ECf{%Ed}XEQ&_+&xEIM*98w-xi?`g%>!K)W7+8{<66E`xnDZwthhy!Kh0o
zXQWC+)m}MN_4sB(@9!h4C+uEu{%AyNKyagvQGnB)Z%o|Q1_FlR)9<L5m)@^hz^uu&
z=}LN!((i>*a>mQ2@4fPpZE9)vn)l0YhR3G-Exo+@Q{L7Wmz7Wc&zjhmv)tw6|MJvd
z%hM<Qx8yxDSK39nD6XkTlvg^rYx4i++%up2mpn2l>-Acjyix-X$GIyv>&8~(f2x=5
z$&XrFG(*f=-0kH52}~=b=IQguT<Nv^Teq&-{lza0zr{Bu{NcBgoBelv<d<Ei&s^Tj
zy{7T#oBFc-TOE1MF8eS1E9RH|-o!80q+7%4e=d2yrT?GO7QOiQdmjaSUS*VWS>Z@V
zSMuYQo9{m*h#F5#Ia3yYbefaw>(mpg4g_%-mE}(rinb3BU)}EKE#mO5_tzz(l+PJ;
zw~bO9WB<R8Ydd3cu$F1JrnA}&wT}$nUSGC4YtX!Ey1<r&FDh+yoC8yg0-S;zj(e~3
z$yvD9E}|}T<0&`iE|xZn&Gos_(MlRSvL;ogt=86<Tj$ibW!f*h=#bS330n*I9?W@J
zdZ+TDS+2v5X{k&6Ynk_UzI?}~-|c!fy1u%(@w`Xk8<vF;>eJt(B(MAUrSIGS9V;h@
z{cHGnWtDkcc818N_A?rHS1nuLrEI~xSm{UL-{3W??=RRD!6m<n>y6E40q)=P)|UPC
z-2N(OF{5nuvaRN23`SE|WtqQwxihTzk<M4u1#+dLe3y5vv3Gg<+xgn#$?Fb@v>00c
z%X;S9z~(G1BI~?8rYVBkwEvJ_ftIFpo>W7vM9ZZ`0i5TaUf|eO$z02$*4+{iHesTF
zOZ2y`wdow8imWHoRf{J&yIr`*zD384>3rS7nvbC@?_VUZoN&@)uj!t}eoAbOvBx>4
zUHFo#zVN`6FIf`=m+mrTGuK*vPL+cz=$YZKvc)T}XUsBtYkF+CsK`r}*!|qgbi2MT
zxD$3I^}NffYp;ci($#~{aB8QV)o*Lvw>$L=*9)zTz+GK)>u$3YPTI>||F*EYLu>iV
zHj8{eixO_HnR2(T)SNt)zwq0aS+UnOJ3gp~f8TK7S^K^-ipJMkXHR^^^<c}@g}a%J
zns>TcdJ3qw-H7!NS#rm-&2QSpi$4Q-{v6V%*`BjHxm1+*Dz{QWx%+LlT~n7weNMNP
zWNRzmDq4H-*34-YO5uu+{q)T?sj;@(D0&=G32!>)%l7H>p2Fj@y9%SdH~gL0zS}_c
zZ^~;S&Z$->7JnCc(;sZT{b8ZyA*W-;d0ht<eG|MaWY{;uMXFWC_2SEf;4f?Le%61s
z*f^af#xASjj`RV=6EDgWm!wy|ou@NVg(KySSj)<yuzuICbB-%11ewLKv~_1nYHx0^
zQn;t{D*jg6H@DM^Pp^BDwC}>AMQju8HWp4$c{a87+cUig3&$UC&+GFg6h?5F@z?(J
zc>V3CXs7Z#_1PAV2Uj1^&sg(o)+gSQ^T+iyCKSFrwP@|r1Go0F&YE_taObp>t{2bz
zNjO(9^)~<gf7Mr~96sxR;|A;U|Gs(u{NI`x^?!Ky?ELzI&&2_ME6wYtx=-c*{rjhL
zl;e3VA-!c2r}O&$eR564`tijXmoJ}8+j6exLB-MuX9PN!Pvsxl%QLy*nY#0Ly+rSQ
z|94CcjhNHVUAb&Sbky1Ef+VL(rgfd>vF|$0E$&Z@Dy+}3%*%@vc;Xo~%~d9P<q>WN
zovm8}7;NWRSV`|XkU7QRZQ0qv#(UpiZ9Kbs)q3U&F=FZeQ<8*EZjoNwAQd2J>YTUh
zLEPGgSyh}?H^Ur??(b83@h;5a)|vnv`__;H%2rjZ?`MWNBuwr<Slev$fPX7fR=VV}
z`I|%U@*IrXKC$u_``QL2zn@9k3W`UhUYgk#^@Pqn?Du;slhVET#L33*w&k<joaTDF
zll|4n0=`+-g8D?>NhI3toGvzT^2#Z%ivKc58qGb?=k!7C*9)mCK1+8tv*lGAI!eD>
z&ucj3Vsba{!t7;sukZ0P<+X5aZT!%@<EZgM-BphyP1ZY@PhFHQykWvLLC1U!ZnL->
ztp3UJvjbFQuGD=g{Hfr6@cNdc6S!Jm`I~h~w1n9B-+psyMbRnsYqhg%9=(W6zs(mT
zP*?6eU8;Rr;=AAHILmJSR6XivQr4S$Rqj<Fm$mKsTkL;cnl9V)@!W(+fh`GjOAh)o
zxPF|ZVJwl}q}5rtIZaD?&$azGwPt)T$yU49;heqmkd@`ngL!9VHZZqo%@A$q`&4%1
zX{^?a2a_!WXNAT6k-YzzH>xOMqU7awh0BUO{!J)7z52^CU6F!g;=4`VTMCsfMx=+{
zSvxc5zG}a4D)*zB-rc6ZU$|FgZhvNG^y6d0q)Hj(Y5&v|Z^ei_DqQ6Ge%|fEI>+Ce
z-#+p9wD8g5Bc0+Ra`yjs33?p=r0*}N7WgMchTAAeI7@ETex8Y^B|=R_4|gq6aKD?S
z@ke_R3se1KgU0tg+Dz6L!|qD4ZQ0G>r~09o<wod^>wbQE6NQ^ktUef$c1AhwsOh_l
zpM@t1ceYmi`un;q;f{k}PiIG#&6FFTi_I+ybL*uFEXvL;Ni0g*V4o}0@U&=cIp>Xc
ziVV#xTer?Jm00PJTH`0Y<hCSZ+gX=o;vSB3)z<YdQ^`u6%J5JsxIDtI?2YM`n(UV4
zKdZL=^ecVX?G_P|!n)#O$40x0$4oi%SFhgcu}DXLZNG}usXadfc>b^0^{UiR`C`F-
zfw#RSY0KAL`{(eWB1~mlj6qU*scFW+^6eHC$4dKqd*%m*i>nwIb$XZ0U$wC1%WJji
ze;X5<Pb^zjZX)&k#eHw_J%PFpcQUKHb=_)bYu*<5;M=Ka>lY7xDq2}gsXkG6^x?IB
zR(nse`Sl;G-QMK)N1UG^;<xIqM**9i9h;0=ThaTtd%w8DPsweJFKrR7oxbk#`iAB`
zUaPi=6gUOG6mgT5T&BL_QfCU|rFR>yEcBbxw|ufwfS%hzp*h?tij&^y?!4sxUeq(S
zwB)n!dIjbA8r$E5{PO?)Zjt6C?Zeqj?2}$Ot2}4_q~YdqPVA?}#pXK<d;)uwOZ;YE
z^Y_2JMY-x0=c?8NiK_ZaStm-jOlMGXb*TBgqhGlC|K4f?^(7bH@+?feu(^EC<G)HC
zR=;O_a`|-psnVys50l=ed=@`)bKULh6Zb#ZaCzeX2chdqp6J(H|I@lEd&%9?+&b^Y
zgElL%7r#h9D0=7j-2Y#0M@hf!`nS(RWYG;jg%wFk4jJFqJEbk$WSu8lyfrM7ouhL3
zmO1{@IF;Dhnqn3A8t!^uGx7KBJzK3#+~+gXd#u;8vPeJQcghl>8B^DPZT<T5m(bg8
zrB(CZ?3D=Qos;IQ_9FOCM&nG2y{T0y3sz;jFt0knI;(E&k>F&Lq5#)PDrEt>M}qh7
zZuZ)~Jan0b6Ql2iDV(2k=HGC98o6Zq->dvbgWs12tQEao^fBby`=cMP9O&qHyfUeT
z{g7yw+V->`k1DccdmdlDw|3{cGs}+!zZa-n?%%n*=px7Jh<Znx(qP6}{@u&P?&<Bz
zwAtFZ<V4-kxR5j*k?Ni1^KSj*uKfEezJK|;&$VTj72B)aWj__#7L=#S-qmA0TD2#4
zi|qod`v3c_7f6LL-EIC~&Jr?zD!aYPf?HPh=j>$zWN(FkSimeiw<k&2^!n1TRh7>c
z^nE_}bY`X7?%!d58Z7l4-`(Mi)j99u_Wx)2nT2u7r`(xk%69D2ne1y1`<~9sti6?f
z=uGZAmXgDH=JGY^%CT3jnW}1tRatrFls-F_zms$OxAs-W?2<X3_vRKpd*HAut|q<4
z?PlJK(5CWxTAPl&(h@mszd%K9$?of~JJ?^Ib8PRcnDDOWz*WCz?(6Q9OjZupd#)UQ
z&i3>~?ebr2JBu#<`THqmr&YH8@%<aG&FBg!wmPV}LVKE6c5k4LiQ~GTU*2ivyzexg
zq$Iq4jp?zVXFH>k1N3vM5`~?#WFBbw2o`QVruL;VD*02Hc~<YwRY`7qdFxG&sUA6V
zSY)1@Vv1d`!?u0QU7}5!FXqT;nT0(sbJy)QS=zO>-(TCzO_%>NzouE+)H%<b;{$Tm
zSe!Vq&w=AzM9!LLVVgAd%-kMV{QBE@^w_hH)f;X|?7j8u?(e9?oJF(kCYMiHaP0zL
zX?IK1@2#cXHCo3Gmv&Fs^>Jot_l1&q^IlGVCAKi5QOMQ2OLFhBJi&c;zU^{7y8n3Q
z!o0u@8#P)=yE9h*y8c@1>Qv30g&d2fb1qu1wV;e+k@lAL3cvoo{?B|!R`WfU!|N=G
zKD^Gt+?)&b@H*e3$3APG+*|&D^;Dorcm44h#wAD2Y!A@CxBGumN;iv;#{?nOQ)T6=
z!}&}!Cw*;Z65?D?r>{Eyf9T5E_p{FL|MdGxyvy0&7LzpMU9PS-pL*^6;iv0=?adPl
zG(NZJ{C}(NPu20$s-KpBs^0gf{PVpjkwI?ylAG^Ya6e=WHvX@eAJ{duX5ZUC%1US6
z=O)){?Z3XacJ=4p|9k)5-~RveH~ajrN~gcH{|Uc5=YHLcWh>V&yR_H;t4VL}*Vo^p
z<M#io{~!Nh|Ni@vdYU;V*EH|3>MAJ-+;wK+pE)(Tlg^7?d~We^#h0W1Bs{(>RLGJ3
zfBe<;_i_(Tukd?Z+3?z(y`pGyZPjJhSt+{5gOo1|s@_bs%G*`)_gkge*`?+u?ehBT
z=6}B*88XdqRqFLQOP!OKt`M6RdScP(z0u<5P8$lu##Lpl`NE=qdEa-1Iq&oDAAeM5
zBp@15sS$f`L+$xgG2O){7xh=W-a0vH!u;1MCuV<Nw_WLTY1P6PCz+zl>gLoOOEo?7
zU;ol&>3gwH*wbyp6GG4S>#opA(G`i4Tgb7jbLsZZGwlaN4!eoowEKG@{+dT^3)8n(
z+8g`47wY+}F%Di5@$~C|iNCk`R@I-kUNCoA;-37P!jS0o$q$mV_DkFC4_zA9DJ>fN
z-LGusoNW)ir?>VQFEhIFLqn~0?K3`Ujp=jkZ>uGpSg;~Ri1*;$MO7vDx4-YbW3BUR
zp>yn<NL8~|m${d9-7ddu{d9X#XQ)clhobc!(mTuRu1al5si|X0KmXwSl8&I7f`c17
zny;M5{=Rr}?VY%$&s#6cMn<sgmS1vueaoU<8yB5!PIc557rXUcL+hgVYa#swE2p)t
zy{}_r9RBQ*o`l=fsfK%E{V(@@TV!+hOn6{&N!<QluQpW#vPe5GDcbQmL_ESeHsAFf
zOK_@U`^!(on>cQL4|_i~QES2JtnUKT=H!bWWuC8Vy)&Axp>u!ewuyVpb2#nIIJZys
zdirohfz<PonQs-=3;iw)_E);gt05|$^1ykb%k?`)wtW=(qJPwPO{U4_-%KG9HWzd9
zPcEJtd#zfRbI}`DH}9q`uU{TocHzg%&P}hsypt;Rf9`91r@E>-eCFTK(8)V42S&|N
z>X;jM!BAG_#w+m>25X;1m0#9mRsXv$7MD>u#lt^;#k#2FS;-USwrR-jm1I_`)zMk}
zfZI=As!z|Z{;R^QwTd$X*UfcOUKR5^o~KP+W^P77g@V$_HJybi4-U+)=TiC1e3q~A
zt@Wurrz1K7rZ*`?7o1D0oE&?5+5R88UyrW*5g>5(%Z`h$%>xeQ2Do4Dh-065w2?7q
z&B|H20&Zun2nk<&+A!5nGpBJvVA9!K5&xvAU+zs}S*`MI^LgQ&b5yDdN(+o$w)khf
z=`UHi&*+`_)Yc2UQ7v0*+WIOVf8TR7j>)<>`dR*aseN0N?T<<P-6-jP>SRQ><>9wl
z>txfq*w%Il<i#%8`^f8b!q=KpE6+%z7ObpuIxe;-)@WD22env@({B%U?YN`YvB~et
zmK7`CsB;;9WN~v{_IN_SkL=r6u1pL2XOCs_?L{vge}3g>;grQ+!;&jPj%&1A$xSw%
z&2%w!fs5zFYbW+x?dfL;I+SY6kg&B_{_b8=d-KofPk8Q2D;?9}IaekkwnKLNx-912
zQ!8>lU9T*5JeR&$IqLsZ?M-SD_gg%e7tUFkHsf>A?+0ghUY2$`_iAG5`+#N+HJO}m
z$NJm(roFK(E^Dj~x-sEf_ra)DpG^*)`S+bIef<hEp6e^FWNdFUP!5^y=CeNY%)MRZ
zM$PS|d-$KQ2b!>at2l4ma^Gpw-Kf`Zn(7?dA0JK=`PKW`$l~CU27$Qb7k|5X^Ul3~
z!O(nq&+k))t|f01TZ>i%DNPZ!*sU6^sGO?gc$u%|biipbR`W?Uwa;%%?q=}Y(q;7{
zU~1nx=Fs^siUW_Xh!b3yrONTS<lkGn_n~twbhPvv)co@qEizkk-_H}?(_5Q6NoyI$
ze4AhD5`SEmSeP;TteO@hu`K?a$A>u~Es4Jl-1&bn@z*`h`GU*j&#!v7rt8?lfZv|6
zn{+3y;;or{p)N|?(mL&K1ecC#dH%;LrH5V$C%%2U#yH8E|3qkobH3iOHmScy)nD&B
za>=bO@pg}seQsBb>{W)UO!l_cDxRZ^R^siBOD5OIM#?gL72{dAMcS^y*Up>o@cM;}
zqAb6cA2`12@Um5ssg0XAL>AXv%UyL~*WbU}lGxps>9S5*^Ib-!n6o{H!%Tg})qBdF
zJK}yHh-0m<+__;xaHxh|c9SGq^$h)vH?`R{?Ct)Ciqme-zp>nP`T6@R?Dt%FxG=(i
z=Z%i_Uc;RBV=wkh2))t}+I6WitJ=)Ds^IC@6`=)=$5<b>MDmN?c(H2-bAl6Z{X;vA
zC5;PQ&kH<bIB|WCV8D`Ti@l!e*S_0O)0ULSd}hb0-;SQ98X|{1!!ItlcIuO6^DPst
zQwbg=k8FFo?{4@rhlis}YNxq_kYBz;OTMjyfRXvSmkM_*KI{B9JGRKj*74^Fxl0pu
zd-j#SiBPWg2sdyuQ3>)m#xm=t?r*`0#BUCKT^I6#S1QEy+H;qfeVlvoz}fE0f;aY<
zoS9$c&RY>_zQ4C%Uwo)yhgh#w!``*Ww|j`bmoE7s9>{OD+3RU|2<M4CWeohQN<$s8
zgClljyfFB^x@^^bv-#7Hv5PMMy~N2b<;bSuITk#<OZX4-y_~jQrC-Hh;VyyMju#e}
zE!OrHyP5nz@cTLK=~qwc=~k^x*zlt{jdj7%8E0+M_up6AHg)@}hk>kDZs|OkP<CLJ
z#<lzxe+^aS1r4}-9h}Q54g?;N?Aa;g#Gm!V>7lYoj*--<<g-~;373Bg-rK9K_j~<2
zIWsS#&uYf}0=HJ=HuQ>ooip`F&>z7LZ|ezW2}WDa&N?w?^M^YJcbl!KNt?)M{=liU
z`_(*`RbK+MN;<>lsNGzhwb$gsUgyV4ELcP;G!=KU?9uLOU3hv%CG)G4dH0$&e0-_9
zpkeMkrV=scv?II2Z>DmK|F=|sExY=6{p2$X4zvoha^;)Fl+4~}_smH3c=M#=Pi^W?
zuk(#Ie;-_Kcj}e$hZzcLrOanOiTJe2O`pKkulDW_<BOzgb@i{`e?7qA{BlKi@Wm>n
zX2*a~bMJg*3$1zOk50B(%sON*byC5ktMO6iy_MWD#XN;B8&}2d;MYuP-Y0R#-T%VD
z)duaqP52@%&K2L&a=2Eiexb%8s|UtUCv5p4TrmHU+$QyDVVk$tioa{Fy8FQHRZQvL
z*;;mTT1$34m@}z8lH=>w3%td-SDl>XIqvP|+`-3qUqNci-moCsSUH<oSq8n+Px4s~
zTz<>4U!3Wm(}B1D=k1eVod0KDjpBpyRTr0qnpTCqPfssC_1$WAor+(6;6E{Mn?xyJ
zryV{jTdmo3!{ftBA8%u`*z@RYVndafSn8jKGucdOFBh$3KhPRuX3^rr7aWo_=ORl-
z>v4I*)lK|=FH0{df3%=6r)Y=Ia*MY%Og}tzbXp!BkYDv6;)GD$mvo!Nh=!)hm;Ac|
zpT|oq@|n|k-h?qAG?iz<MFE?Tr6;~lnbC10$*Npo&U`MRorMKbEY0$pCO8^B6Xm?8
z(JjCvII}G*ek(&$=<A||FAnD_#mH7X)KzkM)A*l#r{ku~@SPqv7p$7yX?dtVh?(;}
z?~Bs29`@npe*_y%jBf}YXkpu#a9lZe<D2hVzqjqJDgUo>DfeUB8L5|Lr_=T|mq;&R
zH96RM?&pb@372wZRkK(wDSK=eWc{x`DevSO@6}79jb7JDy$qWXtAFY3^oe=5%d8AS
z4`@G{d@x!w`d@d<4+q&mqy2%J9EZ3*<u92MG|!-Q^S5{3t+W=*^ZVwU`1d`-0+WUd
zf0k^Sv|g^|>PEA!i*<}E5B^!28No6&RBb-@R{0_Yk>I5TjT0HaiFODt%X?iu;f%t@
zt!x=4`x>3jRB0*u-<a{Yqq}XhgzU3m|HeuEhnm9AbJVKIvVH66INv-ea@yizZl3FZ
z1y0GPyA)3QmYjY>k99@Vd(O1mvzSzPK4&Ri-t|#5B5w7!8`C<c8S~VBG&{12Dd(h?
z<IKQ@BTZ3^1sb)N^v-2-6?~ar?I^f8JazeY5tm)zA_{2{|8rPxREZ`q+*r*e;J-*i
zG(>cP){5OC3GeG)7@b}s-WwFcTA{k7*q2dk{q}v~jBak9%-U*ZFuge^{W*uh?<ohX
z$F$fNL41wxIln$_Vw&8#>?*5G=gW*KB8)dR>&loK^mC*74svaHGV$JRZ%47xsFQ2@
zN@QP|>Ln$*F+2IBtb1@OzbSb7`A1(OIK<8G?m1PT%vK&yuC`@DY=^Fuch>se^|v2=
zJd_xJaV2N3)z_K-FA1v29esC}^UU=13s+BMjJoR=uB=zR)hRr9;)SaoA$PsPx%bTA
z+9VeoaEj$cmX_15SzfK{w*8UWaAC@%{*tZhmUEXT99gzBNSsYsSESw3F)MyeAy2ID
z%*^XAvQBNexny;qDS!8rh+VV(HB|kYsIzSK(>F^h6h#@flx*F#yphKxlFdl#cBy{s
zT6_Pi?x`nV>L<tj4!E{?=5-svKki$*E8p&{e-I#c&oln)o_X`XO*dL!?Xha_ir>rb
zR8PrW@cU>)!IU)B`PZ781I)uxVmS9~m{J-T(z%)aahms)uNRB0-!pved7$v2`_h^0
z-Xa-aMU{?Bza$RRqkm;O9_&=O+Bj3*Xv2B4mTfl{q;maAy6=+4@l|?;;m@MSni{1A
zO^0Qa<Q<O*r)@a+Omgpg$q?ohbu)bob{2e@=cw>&kNFCpyZzT)pY4qKYbEwF$~p7n
zdl`{^F3J*xZ3`s6{3&kjoy5ibB*1F+1Ob`nV)rbo8x$NGFYN8m4(f=O`|)7wcj;c!
zqV$(9%Ov#9XRY#V)+>Lxzs)Oc<8mGm%PqdGcP7o%<U6BVe{G>HtJ{lDu`$=K?#v2$
z(f=xLk@6eYcNS}_cNN5@eBqj1eP)KcQq|g%TOJvA>%G3aA#v53ng<JJ9$eJ__h#R&
z>8%r8&T#A%4C1YQ`Yo<}>72$@8@nfEuq}^dzZ&YhZ4%d{LbkIHb#DH%3t6wfVD0bJ
z567QwO8av8q4&x~_E&?t)HCKqHr<fcTX%79WYVGNu8H4U0>tjhF1#ncC5%U-_rpo=
z6_cO4POo;|<-oPjL+85P;k`!=YI>~=3_P=0c6z*ujGDmFr3(eue{|ot>V`~HY{qWB
z(_F7o7wk@bxb<K$yM<1kz|QKGJQohQHWVyZzad?s!S8VH{hZ9?18z@F`2IV?EF5z@
z>wM+q>+j_cTy$6cR~I+?aAM=%lHf>(#fJ{ptkz%2xWn-w|DIQ;mPNCQ=3MK(wWE6C
zB>T9DS%)W8zxX}-!G_2;oZKw(b5Dq@o_Z`^Le0qa>t4ZCcO3K`Q^NY6o7hQIe|vsy
zpUblBFMn5rX$LdN)Xx8W;1QGAp(&;-1w+Jpx@WC_@%wIMz~`q|xoYLFzkeXxSo&+<
zJn<;ew-&$Z>}w8HT>ikrTlGtD)knpwD>Xf`-o3ZhIs3fyyQ)81#bd75rMXvDnC@%1
z#VY9eO7l#^)4%JDn9VW++}I*S0~UK-4A;`BF*5ba4_eC6t&+x=6Sz36MAfd=-jply
znE6JAeRCwYmRh|Htaq+nz*xCq+3oX<xBPZppS<Z{qMDD^nO)&_hG};vi=2Em<Le@y
z`?8VWc_k(WUi&-k%+>ws|2}s4?7U!}ayS3;^Y=z!oGX4Gi@B`1Av;g$-16!m-|6pJ
zJA}SyU1*ucEw7y*dqgxm_v-E-U-QZD_zlgo_k^GIE!y7mbjIKKZ&#eEOK#t}B3wUx
zpX~kP50moB-agNez36%*`T=KX;#>1QS2;e$JGx!^bNku5U2$z6Q<nDDPu%RIY;t<t
zn#FR)TCRbUJ(mdYNM}3dC-7^X&6IV!J1=;bRO&n3w><HbujO9y$8yClY^nAv3%{@a
zlGYM;<?D6jFLM3+B^ORV6E2^ynWHw&?oVOMz2iCS6~7cktyB79wzi6S;rGlN*&KUk
ztiMvE`Z-i?p?Z!6>zXr9`da65*v{F}ulOadO5Evw#q-a4E%&r9KUexPTVuDlZQc6g
zZ@(*iiTfqeQWwO&TH1c9qpi#}Gac5aWsCOz={$cdNI>y)Sa0{1rwchJP3>K)n6}bf
z&BAoHMZC}}xg%bwiA`GDL$VlNUuFvu3H-WAO(!mF^YNB<d(yvHFPOFCCdaG}jtkP$
zjw#*exng5}AbFb$TQPTZJ)dpude7B!tE998=Qp0%v3hgKW+B6lgu2F=9g#OvEq$)8
z=5*OSt@yy=IWuN$)0^tS6e!J;aKUqjfy$#B+qO=266~0>_6XbZJrgXY6FgQ~u|{8V
z->>8ua&Faz#{m+&Mzyydye{pjsTC0s{bKIA>ipb4cUr!k(UZLw|KsQ7)0w~3makp+
z`Do~G3%B<68`mz%)^J>8jK10S`SoP+4m-E~?F=n#jqH35ceH;0xTxsSA+x~tVv@*0
z9wkwYxPOP{he%%h*b_a&U?QK*B*A^f|3Z61cw%_!0>TpX{!Gi7!FOjN=O5Jy*J*Bx
z;%-hqcxl@XNr5Nnclo?mEzV1t=pxH1U{?3KJjVRE!O7~>pXPh!eaX|Pk?%N=$@ucY
zaWB^o5w>r?=RW<o_w}>2F?^dlnt3aaD)609zH=kXbdBDnpBJoVK5?@>S*72^&=L4{
zvxpKWXI6<|X9k15Zhx4_ZgX|z5LuS*!LR=}1};^6bb%+tt@HxRv_}tSXf2ALx8<Mk
zi3g1TbQ+7|HnTVz?+#0e*6ZH2dfCF?Axq8{YJVz}*PX-~w{j8R;w+t`IxZbbUMHn=
zYlLDn&M%mvvnSkVZD2p!#uIKyZ}U7>#aHKFQH;F$&@SlbZ{BTeY;T|6cG!`fD*CfE
z^UVC*@5gta75g^Vy(;g(YbMbUefD)O%lAz0J|Nq&`pCi07qxyczm}?u=at*5b?~K=
z`uX_wd;34W)_gDGP?2St`zL1FJ+-2WLs{>C2~0d6a%f}NpPSWJB>Gyv*v&U!mR!HM
zIYm(7{#SQaO_dM(bKk3OZgTq)AGcK?DY(SMd)p+gOLYvMU+u~xnne_B;@=u_olCfN
z;)#QTf`Qq)r<*-%mvON;_LQAn%Ka%I>_%-%SS&-p`wQwHek~83$UI9lbYG)v-aKgm
zN#oD+?-W1Ph|f`)rz7%}qc5F3Q{`TH*ISE*+uCc7lo|``1TbhiSbc1LtyG+U{LK>G
zi%;)W-uigR=2G!ziM_^4b6OXKzdgs$e(z<_w8w6Z+VxCtx9-`cGwu2foq9V~+5Q}Z
z=6rYQtM&JS4;1>ZIN$PaZNp=R*QQoHaclwiR~>1pzjvumg^le)gi=$zNs-?7)6T`S
zmDsKP{@hV$c<h>X%pkv{WPbOem_^l}S9wmdSn*&@>zlQ|W=Suy2$`eQ;lpucZuX`9
z?CM7g9Mc5%7*7^4h}ocLbp9y!b{AiUJ;^H$UXBpHtg<@(`ij3xF2y`K<b63TZ|3a9
zCvV<Z`OHfxVW&&#+9sw5#zM1oD@5IlnI>wcSbJ}@n*E&R!9P<z?akIMjD_n~u9_XY
z+{J!=_S>8G_SQe;Z(OXf_%VBiZMn=Z>4<u5qoUuuJ(Z%tvEr6Kp-WC5+9es>TE!h<
z7VtuMiu4B6LyfJc-YGq-`mie2;l*CB31>bxo=w?0A#e4>3E36zw@7$x=u%6H+mvE*
zHP6N4f@Rk;_r8o@Tpz5QKFZEi+#CJOP^7U|Bd9X{?@rE$6Q7fpTd$73+C0ri{&#ZD
zo&z^-Z~1>FaLR>$>3z#j`OJLLR;_v1-!CTE;Of?`77=`M-a6b#n-#Y0->GVHTTGwr
znv>Ynh3VH*f~}|J+B8LbRjDN&)iG|Ewb*Ive<8Eom-r%&NiERf2s!fFYtJU0DOUsT
zcTL=zzVQ2ej{8^Yt&ICkn-qgoedbqfUu%CudyN*~iTL;JCJ)k;b^2Q>yzXW0=&ef4
zF8iUZ&RA{0zFFF1<G;NT(?TXJKNOTRq3rm5&WyDA;VNQZzL;t5Y0qELXdtjZPvv6o
z#Vqzo_jsje*K;g!`TL3ak(64Jh}c(yMwO#EMh`23Qq~+Yd(PXcT56jRT^nnW82-;y
zh5zNwoc^8W8jT{XiC4?sW|WtRtYPl#t9G{tTHl>kv@9^!>dW_cn*yi$dkbBSSAMy|
zW76iSHFg)bFT6eFg|K3k`qMdoj9T-rxE^tOpuE{7_R2i1!%Z%y=CW+OabTCsjcBez
zOXttu>CwFOdXbIH+k`dwDm@u@^%lK97H~iCY3G8($iwS{9AEAg`I4C2Vr6<PDJ*J3
z|2(x8rx%xX!uH;*HD)zsSi>l`fQ?gl!LkPt#z|V)J9LfX^0-zxE>(~;mJDDh6keq_
zN5JUSU(JkO{XHh9mghAmTOLi#{`%#4T3y<UfHf9@?;9tITwyc$+$Va3vFoDa9>)|m
zW0i?<&Jj&2O-Adwc{T~NWJG<>%?Mp}>3%AQ-`(Fg&b1}{RfwOkHn^>mGteMf_MO6k
zMAmg2M&bVXni+4VHHj6tvAJ0Yn+a9?(c=1b=&j^mwe6SQq-{HK{EzG(CAD8iZZ5X|
z;mVYyWBpC8PO!<W|3i10Ysybor8i>1F;_1O{!vok>|AobM4991TfPV4rR6W1)%@Qd
zW`Df)_Z9ZizdxTJ)(%=+U^;iTqu83#Mb_W`3teN0E!(wPZq>ZKaaEJg+_(Euv+~rJ
zmjziGIu}_>Z#OykZJVfO>04#rawGdlx=pBAll6w#oAr$3W#c@U-?6QEeYf?FwyC4d
zDVO6lPCPn3@^bs5uV1^HzVjD<Y_-L<?H}9Szg@W#@vkdt*<&Un<0(%c+;aG)wBa0c
z@$m;$=E=3v8|FQEn9krk&DG?nXf$8TSGJ91JKOg*e^qM!Viu7veAt@nYW6GdYxmsu
z{n);!N~LyT75n0<CNG6m&kN^B2igjJ%e!Imt6F@OyMSF+)eMJ8j|$6KuLj3FydAjr
z;OeH?fqNgVNn0oTxiY!%hnR?3{lcoASEi|<O)KIaxBc>W`MSyGNp|4gdxtaP+h1i$
zF7QdX`8ja!><Rm7SIj%LZb4Px&YkOBzH-gXUcF-8C9Ca$wuipUaD3mo;@%M}lUA11
zx(nXF4&1v;^8W8{lUQv^=Fi%4vb`|0{GnHh#&QKw<D;HVR%^_-BbF}FztY**$XmPM
zz}-&a=J%(W@}f%3+y8z3`s$tj>bp;jzn<m#zwefB-OPVi?~3jyn{06J%N5%#Wx*%E
zeV1Q<x1^%HRe$AOmaKQbv&=6ReyZI%d)6DbA1k-cZVKZ%ekJdh^KNaErM3SVUfZuS
zwVSig^8d`ZqqA9N@O7E5lzrpMcSY~t?Za~}%G7wwu-iD-Z$s>!PKBQL+V@hpIP*pG
zgM#l}pSrd#cX_>R+#XG*=J^48G}Fr!#qxzFuH;t?D%!&J{6OM4`5B(;Z~4BA&Neqq
z-FE)f^xNNJ^P<hOrakZG-~8uA_{YRw-7iDT<AoOcu6`+A^+aRBk9_vb?@!`t@+W-z
zcc<Go`{M?Mw-ctHc=Oot*3a`_jGMRkGPtncog@_z80)`i*@wN3)^~n4ZP}M|rko|y
ze3D_DV^rn4aF)ze<%9`g+b+(RSaSB~tR=flJzo3%(&D=GZHrHM)0R!<Pc|_(Z&9jb
z&3w;&DQk_vt0~{g-7^=P@YX)Ns-gRI@}HN1QAMjSZ+FX-&M&A5oN`Uv&b!||^SI}&
z-8OHsi+;{!ukmFHm-}YAbxDB^^ZV7$l_LE=nyTm4|6jXP+<xn}*MU35Z*Pq?{r>26
z*6yTtM}xC=-<w{2@!7Y{`(Ins*1tQt=zG(me0z=WPN{7578c)`F5FKIIaq7xzfbYv
zBh8)Sab0zOZ_O`Xe;&7`@|*7|<FK-}%!{pSzg?Z^>1zJAF*>hbsAHXq=*pXySW8+D
z=)^ld<@eIs<yi9fUb>p7XUf+~?%hwgk40X;dPVo_&i66bmG2r_%G=v)a(tof`ni7R
zq2hU0bIw<lI=C!(cV~|k+v^{lA$_F_^4*O%=N{Urr~YQul6JRw3SazmZ*+WG>hVYD
zhR?6e;+ujio?4&h-af&3if>D+(|p&BX0luSCc4)zF*&6)TlIx3V^rv!_v#$G-5$<S
zVAvEE+@pK(etuwL&PEH@N3R#x@&!HCYp&2|pIq9@yxf0B{k@+_k1jv&o!7#6S)<ov
z*VBtx+qZ=zt_yrMCt}Lv$u;X%E&M+H>rL;btP8uZ_}$f=mNfUd<+}G*t&fx+7Lskc
zJC)&O;PyF|RVxeT2KKCE4-%<dtfF|Aap|W!PftAI^n2(Qx^mIO){6C<+O>;Aa#p%}
ze{%ENCiLsVh1OqtL%J@9Nxa`&?RaF0m3?l6ouH%r#ZO#GCr+>7xXSqUif`^;jU^4=
zGa5wx&JkV|qPn0p_mtL}+{hVPVHSL0XCiO@n#t$NQW`dG=Csd$ba$KO7SFrOKP7R+
zvWK;+>~EjCbA8{wYbBc^XE^NC;L+{UedH(>At}<+nDx)Mfse(uflE?-M{49#$0t5h
zdNv#gX+FIC8{g0S5<9Y<efcSA>M`@r@-wT=7Z`kEh}n2-?Z#=={cAto5}hDeSHAbv
zrcjTQ+%nS+Ro@O-bMI8;(M9`{VqI##2r9g}yHmdX;`dyxPLI82N110cEz2%_u*zGp
zOz`l$4?2tUZwebsxc<#W?r!UynaUeahAYZSe`g65uTSv*!0`UAQ0}y4$&a7r&i=iP
zMZYW9;rkZRiBrF5=}o?*`E0)PckRL#-@8t<{Mz%S>qJ4@UJ+L*i!Vy$>(A|Yz{O>H
zqHO+$x$12CpI)@_yL^b5&=<En!Q>Y61-A1H<vYsP#{^HG%e6ym16NXz$LqD02`3^F
zFEG!@u+@E%u^{>C=hnsjyzGm(R@XIsF6%yFBQCSkH}Jaq_h~--A7elBmM<u9TpQqe
z(K9acorB&x#S7OuBABM?wq4w1tokS;vhMnW{VEGwl2k-|-^>cXX!kW->}&Y*Uxt$v
zdg3QtKF~hb`1{GzD}OH8etePt%if;wiC^BVX`FiNUfH_$5)UqMGj5E&b}l($kA{M<
zrt*uIv$~j9K4{wHlzg*h`$3V}Pn(}!-();Vhv!7Q%IrzYxA&ein)5xuaK)UpAHKAm
z+$d#{Z{g7wv_pQPqzD(!^<RrM?=VKj6<ud~HS6^I`LZ`(I)2dHu-NVYJVwc-O==mP
zYXf?+OnKBltz^w!b#=-8H+&*)?S?HeC2JWt&KNb!j%+`?@P+C(lgURlxK&@Uw#Y1b
z^dZN&dey;4dU*$g-U}@MD4xlA#-}yZPmKT6ztrG>zqj4rpXj!Z)J#j7D01l5>`hs%
zhs8{~nP<M<qR}wV%#m}J!^VTt7#z$_Cfe~7Ry{TgRcH=n%h;V>TC`7e-KJQth5Pp;
z)lPewmf2AEexvM%ugpc0>~&Ue{SzqfVZ5ee1<$H;YUggBidt~eq@nl_OTp7S{&E|A
zI1-y>7il}|AKm{<eW}o7LuP5Cg}zo5UoPvVY$-Nncji486Tzlll`uPQYN>BUwYW{~
zWBuxCMh}mV^|mUeK^NFA+&*<g*S>Qnzgw%1+y?8tGoK3mo#GbKRX$h$vgN6zyKa>j
zzTU+lZt*y<Q#o_B=l`N-FZ4csG44^idN878%9fSo^Hb*SPVI0HEdG1PV#!P<w-@=^
zPj9+?nv#D#BvNT!oJG~tqq>f~KRU$w?p63XI*RUgHa-&ZXmbd^ttpdQ|AM;<f7sV8
z&XaFlePPdv$mHMy$J(}Nemnb>)ybXT&*!D_dEO@s>%QovcIGH{lpDt6rzGva8ghk|
zueMNw`7y&D(T0pJ>3E-pTPf@bMFP@%ItN3PGdJiwlPoF!<`;A^$Z_X|fTn=9wTn&4
zl_#&)_u~3+^P%hH+kf|jPgpQTRF;=%lH+Pe8Pn3B3yY;I<*L#rKQ>|6%I%l$*vqW2
zMvYB0iNj^;`F(TkJk~e3H#SFq(zgB7I9pWj_V&}P{jITf0p96qUzGwFoerq9r8%ov
zxE^UwduDQFq4=9a&wE1mGfidOS-W@EhV3VnPTHKVZCUcIWd~o&eLle&>j{&s1u|?T
z&g@uf$UL*BeEDLrlTYsTMci+dcoz`qecm-=*4(eIo0$0=UOEO>YF-Juqipz?dxzq_
zCJ7HO&b&FI%^dz3r&)xKY;v2}dC#^iI4EJA%Z;!9jP_r+aI<Br&d;5VOUt5ydqTpD
zOvD%S^c;9+@iw@pdD$eN=}W`yvzQduP2c(JblVi61Nl=!_viec`>20{$P{I-Lc@6?
zOLCU3Seu%=^U%@m;L{5Vr^r0F5%HSoeB4>-mD>CB)BhitrRpf5b7DiWz=R0%Uz<{N
z3Q854zp<=U+xWNs<Tp;yPiqaM<6P#J`}tgo@qT{(rEbUNTCTmz+?VWnYLpp$aNDV(
z(53|G&^sN42etn)+uq-P=ui8Ku8Hw}iIa4q^P^9ls65=&yD5I=BDN^UuIBrer#crr
zDEl(~<Hqo9wQp^kb|<qZZ(maHb2#<EtldBDdN=17-VL!o;u-q!j>=|^xIfpA@kc6X
zC?r41;m`S?)Fr^c{W_v~_w)tpbSE<IUl8M#^lG=LpIqpRgeh6-t0u5sIk;(Z5zoAW
zs6`gWGxoh$5cqcbA<xs-UpJec3yuv`+8~m;;l{+9nIS!kU2e90?{E0Qd}ha?Rj!ZP
zU9??R>lg+#hRnQYyT({$>pjkcHDaw+JM6VC&$}l6XSWzDf5M{sGZY^Ovt(&qYD~}c
zy}-2Q(XqFV$2oKEmUec(e>lnb=(9gUhcEX?g&(`xpXK+PyJ7S0i4B<|TA#xMIBsy?
zKdPWn>8uu)7{W0t+P~sa1gnYPVTBK&`;;z)hO}0faBph*B5v@-u%Ro4(QB`Jria)D
zr}bZj>piP>MC49C-R&6g#dd}x!v@XMJk1V0pWmknEO`Fi+?XRTNpz0{%je*7&DLG9
zSqo|e{@dBF-aFgTK|!FL%`ZS}C#TN51@R>YjeLy{K6Pm<Uh*ZSviY;P%9;g}XNJ$(
z#{E}<S?|@Kp54u_HKjC^wD#U`veoH(Fnjs*2d>=7?wq`31=-wB%~h_g`*nF)N7>pF
zn!M64Rwy*4s^;A(GChAkKaHg`ezw8s1r;-|dr149R2Iqo{%?|*ihlc}rvZO7+83=}
ze!e`r?YJjPdAr!&z~4GdjJ;7CMQ7Nw6&~6Vtg?H$(}iYkWr<}+_FA6oQ9Px#>d;Y#
zFqMxIVr_rS6>faEb5}?Cfv>oGnSxT8z)60d<Uf8U(_fmbTYRlw+i*=lM0LNOPR<<T
z`aA1nZ}fQcZed=dUm1MK=b+`YHTs3#?>Fr0*!gM2*H-ozwaf3=9(%`5-rckQ+-~jP
zJ^FPQg;+jwSznxf`>&#?biCc-8x{7qk4=C6Q!cqiQ}gSpk5{V;Z@t@GvHjy!pYGz~
zD~!|su}r(O&iS2mMUhT&EiXp|x0&kv){sPr^Sn02RdRFYyj51n_As8nU3pjS`jPpy
z-v!>Z)j6vjz7{xpic@I?SLx1G3tD53u~+=r!aUD$!pt?!l2Zg&FWm4h&}eVi#{6Xd
zPieCk4i-~vpBB!$=O#PBL(SRp(!8G&es)~<xN>+R&ulKQhQor#QV+66G<+6&cXQg$
zKkMG;zp=23@n{X1v777q)qDFoBPXBm7Cr2B|GmVu6c7F?rtD4HbHjed-uiuK<~jc@
zO>3V;aITa+=qY~XAB%CCsF|viJ6DI=ylci4_YEHzCP-{u;OgPJ;=sb?vznGElufu1
zJK5^6XxD-*_g4qJKOO!eUnxkfnMrzSw#+Ss%bcRSZg^&|kg7}8dR)21;!fA1ET4UD
zkM*BqrDv|4dHadF`WeaZ?2Q|_vveK5%1^q*(CX=^zDHzw{&m+&E+?W7r)mWS@E&~d
zd&cUER);w?MY}o7lhfK5k8Pax|BQ_%8`rJ>*YmEHT5g#2?2YibsC~5?_NZDNJHpGU
z^(}ncU7yIh%2$~yl=*r7Zog=)q^Y;!{*;6@%?261q7sweZg9TTU@9rBnZMh>V_DJa
z)!z?`c0JOFdz<r1q`YBwapu>r>MXWj`ad0zcy7Jd)pef@tAxsmFMBm7XxjFzwwCah
zUm3_#m@v2aig>h=^XJp=jD;q12CjCol9hRV<e|0pl@r=4ERTlSShe3SJd}K+T>ZGR
zjm6bc)8!gMeU&{?M>$$fYi!yrxWpmM%&_R^ltY<^C;VY$KCPL!eES0XM$uOXzJ=JB
ze)T#0qGXnO&6e_Qehj}e)-brt>ap2BUGd4r5Os!V)01;%M9#Bk`NSc#UD0+gYs!J!
zE^6~`e*D<4bhA%*&ds{UIUD}8=e)j^tI;R+Xk|*lDqE=!Z)VI5eQ;qP!*%foznEe^
zA8dGiLFZ$Sx{CI%4X4kZ?E2@yc~{|GE?dD-!;@W?_Sj7_jZC>eX^qCuR_RT?oR{uA
zoBT@OE9}jR4Og8{cEuR{zL0X%j@`WK;m4C*lNwG6$tnrh=|)bpSa!g~FJ`}~t##x^
z>0`~Oy8lH^T(PEbQutoB?SIOzXJ=GsI97P<ZR;%%x|W?_FYq$JE@RTarB%FlE9|1q
zS=ZV$eYkF&m=qK{p(@MZ#{r>zZa=h3x=Qlg8dEx2?ET&DWc=LBc2N4ze2qo!ob@rf
ze*_Q3`xf5d@~rmwF?svqZ>#x4r}I~9J<PYdoh#2>RKxf0dEqRM^TM3-*z24(W$$hK
z|CJ}W^+$XJceeMH$8RdMoRU(%==@n<_*iDj=BT6p+00W4L-b#W%zg0VqIu7&FEaiA
zE2~+umrDLQZ(VQw(f+=l=2xE2c3uC^>KF3<XWo!6{Qvb`!`Q@AA8dcz_uVkhv4UyC
z`sBmEto}U@F0cG<!}|aA=1)v==USc%9n;i!`D#gbrqJmyqlcP%?T*g;pt3s5_~G8C
zyJvB}kM8;_IP*hu{I%>2-`4cjWvJDhHH*2BtzbCkUxixD{Pyqv4o76v$86JZTr05P
za86*R0n^Pz`zCo#(UlUBW@xplzpfp9CFSH_+n0-OZ#q^Mv~uq2)>HpZUv}L*x$()0
zl8gJ^O`Y?p;NVM!{aJgLo;@*Vqq|Wv&rHdF&3%?Pn=bEidaq@%HcfsbOVEX^BjR(e
ztvZ=y^8H@Uo$!KLlID)*6O$X(rOeA(q4`QL`AF{h>25~B1-r7t^gU)jUGes9M8U3;
z(TfvwdS!g(gtf%g83kxhRo;>-K8Me2f8`QQi@VjkRax0uCLUC86b}8f{o$l{OwZLg
zoZDHKGaK+NtxBAK_k3y-f3LQDNN0ai6{AJI^GXihbM}94dsWV6i@bkMN^EnazRaFe
zQQ8)7n}5DMcI4}+r#rY;Wlx(qZ)xv*mCYXAHRtq>-tTzx)MDmz|3s^2ANz!Ljm1J0
zBYAJ;Un@Mtr&4jGkV&U<{rw{!7u?AGG?U-{Qf}6+^Y0>)e;;h9IFozo)6>RW*$B%H
z*J%#Su8JFua2{W1aMxvd>Ec_}KAgNp=cgEL=6qNwQgygY#qBu9^NBe=CvH8|I`wzc
z1XEwmJDcwPoWL_(iC5l;$!htV=ttcPctz$XZZLet|KqQi<k!ECinpEKeX=M&(d5YG
zuV=6BoZ!sPqM)&2uK0?;8yb&HxUG{|>NoE=-5_?^G;R^w({;Sp%e?ozeO{>|{9i`W
zJnioC{LIGBd*wJIgX|9~-~3>CX|8TTS%pgc6(;p>9$zl}*=#du2kSXqxsy@ca}Fp^
zTw6cg{Zo&aMSq1#eG&H@{-gUDuCPx%e5PZA><Rm?-)=geHF{>v_Nu2cW^+$$Oz_;j
zzopoJ$cj!bEb)IIt^D|C!Rx-~%ClS4cOKkt<(=aZqF2r59(m2<ZZzkvr1HWkf29~Z
zw+rdon;G|QJanDsn#Y2U=Yo6cd#7x2xV4@ucRg2bxAs?Mtu0^g{ye|g-MHs||E{+h
zcm6NZ-t&Sh>`Tp^wXai_@7cwu`{<yxMds#^=0c627?rJR;&*<EFj{{+mgmsG`S0}I
zhCQ9N&X4EsUoSmjzQw#^7K!>Ca|PQob$;dx;%2wm=Y7ay=RYzdUbt(g=Y6?p*`0g~
z6qX67rMP#o37r%Yh(EdH^^U4a@mo4`X9fB!F*Q1|_gh<T$+F*bq--wtdcR74S+en3
z_x+#yo#lL-%v+}y&-pWlNxnW+aJDDMqR_4OyP7&|>UQ1iW@&J}zqfjGOh~}pJwo6A
zO*&%xC}xk)_cs-PW_MQqy}-fuC2Qrs@Hbz=y-Rmrz8dgrd-<=51&nvBAKK4fq<vt;
z|HDfATCZHtcKu$QE9QC8cAxt3uN9$RS#2#NCW)WiDtzL)m!Xk`$)?G&cP2KUU&7FH
z@6G;+(<go^-K;(NyRv)lbH3s?`>ggTvtM2PkKL;1%j1d}qCY-;FS0wv)g#6BW6q!b
z3lk5V?R&(ZDPi#A>7K=j4KFP8H}Wz|Nu6?ZPx;ptewd;D;p)T#etYdx4*vYtd&F((
z-KjTLlw91Mab%9d8Y6e*u#d5wy>~1hPQ8&)|H<D!=S$1Z^<Ft&-l|^W_sLnp{A=Nn
zV>5n#N>?|l)A-l_^wN{(0WR;$4ppYw%v72+cS+Tjp0^uK9z|;|T4lkvxP!0s=bsr>
z77cC3S$mY+8YZq%J02AGD(Usg^^0d1d|Nr)O{UG_&@P^+h*xXk_xXhS&i{H(!Py{S
z!>?OEVy6BQ*(Fjg%;+Ji82(nz`S}dV3!MIECf&7}(Ku_*Izy{1OXqA0o|0T>bjwUY
z?68NRqHL6G!NzCp2|~(V8`oFv)||rTu<MGITBq1LmB&_+KmS}lE?MVn>tTFc+<$lc
z?`N|EevA8CKY!(L<)4jx(D#4wFPH3PHmv!2G4ANc_!WN@*`k8`?$ys0u${KW`AXfH
zl843L9@Jg=x6M|<^<2%x+83T3EA}pUzh|L&K($`@r=4bdYp)tK?P<Gp+09a9tG>x2
z>ww=YZ%$y$y1&DcLFT@6R)=|MNF}pWWX|GmsuHIfBTd;Cf2(_t=k``zc7g{R$KM%|
zVRt?-_35vuJ?&j{g_mK)-s_3XItP9}w4I!8w}16V@g(*%`3*a}Zn68!v#ZF7a0t5p
zp6|-Pu)X_V&bXgmKGjP9=ibu4Gt&F+A1pksUDy@i(mKh$eZ#lQEgKX%AAOp;xT-_@
zP^w|im!+B!3o;#UNFI%<H=e*0w_9^H&+XaX`<FPLUF3SD{jJN!Ia}u)bo707g*CG4
zMGs@fJ;&UD-cW;_%wKOGJqtR2=dv|Z-3;zeI^t|%tpAp;TfiaG*O*k(UCEJCCY?HE
z$(fV~PY%3!6za-VR>mdL!0X9!=8uTUQlDiLBL!YG%y*fy=%Z2dk>!2ecf~%<_mRk%
zANK0r@qUJ+`fFZiQx#4JbF^JKoNIs3pz&~D#8I}x1^+f?^Bhjw`14(YgjnqQO`%=C
zZP|3c8S@lxn{+DerchX8_L<oVZ21~%m<;L^n|GZxXz{t}VEf|Ot?gFNi|$>1{%Vfh
z#4YoA!xntI{ZixW8{PvYjUj#I5ich8C<_V392ENdLnE^<b-RWCR7H!cdFIRJ`xIRA
zWLVf^K4GSkWQBR1@VoOZog99P1pl)%P3BYONWJ0abtPWe*0%jY$QQ<V_kyg%m37t!
zIn699Im0>q+8tAt+Mc#k*z}NNaf<cf@ZK+?3vZZoKdtb%mEZ93_*B7np1;4UT4^n5
zEs6TenAevwfh%URY0z%-hc<IhE&1DY_<8!vCztD<GoM-dSC28Ur^@u`X`cxutN4U{
zQg-RT4G(MUQu|j@;XS3aPF-?-?)|)#_jmUj?K^KcX$I4$wQfO$+#4h^e$@$QhRYo@
z6@EEw4Y%H=?8n-cx83jNJmcUi+A#BS{z)a{=VEf(=N)bhdCci6|6j9Qwqwi7Z!#VC
zC5*L}Mn-+QCLil7cjHm!?2pl(8Tn&6b*u6j7$Y56OLuNt;8>=AcJadOxYR#l^$bj=
z!jk(7T$H=E#YD|mU&;M=`^4KbnOb_{8El(&nG5bVU-U7|+@Q|<->2>FZ|<c&VUBz%
zv7gJq%%p>(rS(IUO<~nCzS<9;PD}~<^~3bodzT4wEZ<N3c>BVx6C0ckv7U3YHLA;;
znZ8@V_O_sB>aVEg%k5X!Pv!cNvUrneROGSsaX*+P_Pd2HdpoPDs@S2_;Z(lM``(m=
zO%DGbN<A%K<iBV7r)aP3PwML>%0J(@`<jdOZ|ufnirW_4T~V_`*Z4xxuCTC;(+!zF
zShwA?WmE%=X7)<x^yF6kc(<v`Z6W6_)deoQ_O4l^e`?CLQ(E7S#!6JCuWg>S>UFAU
z=5OWeXO+W_?L2f|z=|O=C_HSV<llsYvqW#MTYJf|;j3X)4VRE&!vzo4Z9exn+C>-D
z^i7B>4K-f5^WyK==)YZyGM0TvzR+i+B``fE@ldB<`IV}uLW64ML&pv#op$@L6#b%T
z*{5zXyJtZSb7u<6c02wmoAvARy0nPL`cEzi=J>9c@3qL>eDC+)G`9_}D<g_N-p_y3
zQ~1=I&+iy(!S}c8AMRauzR$g!MQi)ftYu;k;tys`^LS{sI#Q|i?=AEDBARpN@Gxcl
z>wms^7PG}gSFT$3n@0-I?2b5l+?8wVx4VpGm!^KYoS`1L?_lv8l}%i$;<x?zvOh_^
zGROLEaNRHOw<<S+9Z$-iGK|%>ubngZig*0aU3v1S{0{QU6g)rn^rZdT*lkDiT{R53
z4tOfxtl6A7-PWq~$DXpAuZ&!4tSurtAG8R>J~**{+iACzQ44&|c1yo%S#fsa+fCs?
zhhDeouRY0Bo3#6lP?HI(bK>U{M~x)QIwWn@$CgQ++xD$pPouu=x5$+#w;tLBPR*Bp
zU%l!7mYhe{f0vsTi0nI4FC}jLzWs;4OI7U0`Bv{WYB&BbxtGx7zh(NzocXhVIxl*)
zpelCJp2$|$i?>r*)}{S>vu@_`iIIt)J-*F-x2%Kb(AQl}HJ=++gx%b;<yPgY#uIE+
z(&kUxQyx6cQ9XIj)As{Ynnjdi@Q<az{)@i^sIfh9tn>A~y2v#2e?r*G4Zr>J=j>%(
z``zaBgB7zR16zA4gCZ|6s~p(Vby<2xRno7jdu$@=*B(B&bVzoq$IB~aaw(BzQ@+Jp
zcqh0wK0LPma{dyrBhS^f_ur2`#lOYVBjlr3`_9)5D__20{=B64SN3kRQfJQcoQ!tO
z>$^h^o4juR#j)rp?;5U<((4^!^SCE7*)7{@p?k3@CtZ2B*Oq|bjTOxI1a#T-cSk%+
z{y05pqG_pFb)ihSm5KSy{p>=z9H%$=yDw^;BzL2u%!ONMd3Nsfa4Qq{dd-VXDN`S>
zxbo!RvBd%pbG3!tpSZr?<bTgTPBF^m>^yIuH9BYJ__h{v_nxUx4H0YhHdEg)<&2Yv
zvG?>Ghb=RHoN;@Zc6Gt7htEGH$|a=b7>AsHci~N^7-N->MPUS|RP3i&TfB6*MO##(
za<*s8dm;Q@Ey`!_i8z<;H`5MuXH1ND;l8VNxw?8=&#`w~L;r1Et5kaJTmIAu8|?QV
zyuT}SSIy5&yXp!j#m!m5>+|=h=c&_gtG`eG@jAYFrEuy}s}-}ZaR=|04URv!L?XC;
zkGSu-uuq4sJnpqnwESS`Gxz-t>EQRCs=sR3_gqv_?5f>3vBknZ{phlZD=nA!9sZ|s
z<h83xcvA4bSAse0`yDTM*ewuOR8y?l@&B93k-2+03^@zMW~sPbynXX8n;X}P*rQQP
z9JcRxUUy6P-sw_%W$pc|-F=;M?l1o(c<;t1qpfN4)R)A^Ob=qazIGGW%f?J&P8(K-
z`CILo^9@-=bgQkey^GUx_4Yh_Xhpb2)VnDu(`RZ)ZWlg2?QcN&v^jSY_F4tUm>Irp
zQ1H!KE4W|kR&TH(=dWMp7H#`_LXuu>yY+UNj)S-9Uw;LW+5)EM)vg}@94{O>TC-_I
z!k!H&LQgL^PJPJL<=sE~TyDzEA0h?wKA(S_V>(YVXL8Qmk0%oq)tNn?ykSeY&HBZ<
zUCS=V*@mr!e|v2}AYcE{*j+*0f8-`;D<0Ocl5h22lW=HZPe}!<uwMel1oh2x_*Nwt
z^&4Eju3h+nRb!UY>C?{ttBoUA!weRtalCxUrRMU@*YQ>U*X*TDC;wd1TyZ^Jdxp-X
zY*C*VyUX8Cdv|$`#O?V{ZE`9;ys-IkIj`LIjr>a+5%az`Hft;%>OW81|GB_j{<C$4
zTjS>sp`t#!zFlHZeer+IpEWNov47tD=U7y)WUi=1#nbfA`s})}@N>cScD(J*NpAC|
zh#&7c5^AH9cBN9}yQiV@)QR(7CA*zIwZk}VN#lgwNp61@F<Nq^=%qcmT>E%N;Nw3(
zPAxO4tv%y0ds<wtq^rk?;3T)Dp}!6ZC%J8JnYe2GiNhZl%95^T*0db|rC_U`<<iGK
z%OQM`+v`S^><v{$x4)+(38;UM?~t0xIMe04er#mLKjlwPi)HNJC&ZQiX-jivlP+E?
zDCGU+^33y9Tq!Yke@7`VS-WHHy3E)a=kr>=1l&Bm^5%q-8%mED-O6cM((z%cn@5t+
zf6m?sB^rxg-MjEbW75g%_NxVhF0xk~{jkT)Lsus>XhFZJQ`L%H-_6C0-~Q@em2pb`
zLJ><s(pIzoZ~K%No&9&LPdT<e)8c|mko$@AYhTarwU}CEb?aT^VwRK#OJo0TmfY9x
zJvHC-^tnCW7dQ@abMhWi;P`fa-X4FMAMc(yJMn2)wRh_sb5K<6l$fD?wDweU_-U&L
zx}}WPl8Q>{|1QhDoqu;%ZPq>Zq_`cS&WR3d`G2Li>uzOS{-nv6-66sGd-1BuyDbX!
zs!?}7YW`Qv`1oK;ZfmAsS!K8LB4@rs%omdE=H#(;-@MwjF)9DdUyn5v41U*6PqVr;
zO=$Ar{~Kc`8*W<q$|3u|Li8(1Q_0;QKOOt3?f+(~`nOZUx9?~L|BEsI`k~+C$Bn>p
zCvKJ(7lp3Q{V|c(ZqY8`^=$I>!Oi?PBe$H1t!=K~aL_%Z{81yDe0Hh&zb9<+^0VSE
zT=;Wu3wuiFffiXQvDtSl+O_>!gqRt;-Z|`MSR`CIaRnF4!j@eNB_dUt7o}Ei>2H{n
z8h7dN7uKnve%XhPNmoBKJFT=!*l2#$mL>7E6ZC^_u3v9=;zvige2TTxdb<;O74fwb
z<duEvLyx7_n{g~j`fyr%j{KH)qWf;y?b~x`dU!_tyQiZ6I^z=K=l{3a-E{cJs_f#L
zSm{EhBadcE{oXWH(ft%x$BGF@`!D#f%MQ+H6tUPJ{Y~uB=U2CWJo%vYhI32%LZ4Tb
z?eg2RmCZiSJ<KR=`1`wY>dZi?f{#HAW=j@$b=ayMoMIXk<}W>0^4aAXC3Pt;{qC*0
z)c;t=quAq7qQ6f4iA+hUx`Ke`k#GMx&D(5v^+Mi4QQmbK$Esadu_>yCiUj#huhzV{
z_ws@pMwv>l3=`RxG@EO%`B_TkMD|qbuv<)j^1S2Ht!S~Ee<s9v%6{JNYWQbXF4LK~
zPs&{nGn4(<Qq31sPMgMi{`B3y9*g+GXL+2Q;8tDz&wu-+Jt6n=y;B~oPjnO#J*ul)
z>ulU}C;Mi@vD_K2!b2{)E;s)Ww|VL2AB&}3*Is85<2!Sc%YXWv4Hpkq>^~@`?Gt|_
z=)t_K{5Zo6`<S=&Jq{PyzPG@*B<}9lfPD_r6ZrL({E?X&;_k)mWxBq9g`7>u{Pf@^
z9VMAVD<+k_wzpsCn|NoP-i|FFC$L`Hxv7p{J#FcPx0c;9bDgdge)EfBE>^gG=uBhI
z@pH<|FBE=#yj6S5oNM!+14+7#Cw5m}U2nfA;`E=mjXYgjpXA6NTJERzVpmnv#%XP4
zJ^^{#i&!q)^LN~}FoOG_@JxSyky!0(i*Engk)&H&Y}USObM~#ez;kgD-BK?DrSo2%
zFn_0aO=#1kcl|E8&)#fYylTGO(>Jb1qu9)|wC62-FSpZvmdd-o2QMzE^A>ZRyeCk=
zb@GOY?(kmq9)pw1Me>c_cUaqmta*BkNB8R2<40w0y(?Za>*3Xxd#g&TzW+?t`qk(6
zzBY5hr+<4TqXM5@*rdpR_QENnFPo(DJ#VeraPEksWYiRaNnu7?ny#G^G?~YA{=kC&
zFQ+b?S{Kz8cK<5-w}y{W*Q%UK{TB-~2{*3bFPL<u(&|Oj)pMc7E20d$S0=CTJ6xmj
zio26bPq6>t@kJJQrbbRKomlnw5tI7mK;MOaOic%jSnmri(i6^^dU5^r0Fxa{;}VSm
z*{#C2-Fy_W@x%-s+2u`-&i~Y56Bc2eEO2(!wbi>%MDM)(=v7pX=kEnak1j2}cA>5L
z_0ggYKPxzzCa=D9{Yv-RyR%asg)a23;AV0B>9}7v_SuH2jV2Q{HOk`tMy(W=mXO*w
zanZv+Z>u(bxx2gk^pbxkZ-)MS;Pbt|JamyU1AB47>Khq$Yfg!oIKHu|O53t`V~d7e
zqK57(Ih8fj-O6@O41Bh1``Ks9=dYQP+{(y$OK)Gplg7CD?b9Z&HJ<mh`oz?@#2+(u
zy=v7v`l{Gx%B|3O>(wK-U9_A3b0z<wYg2qTDlxB9u3u7E!Pr)^XirASI%$_)YyRc?
zY%g5<eS6c#{j1Be=k)%!-5RZY<e&VRWAA^*X>b4cCFc)|SnsUF|7DrV@-BY&r}q8t
zx#U)Bzq0@1+&NCC-v5-gXtm!Se$VUb<zu`*zlYfV6|a8!_3)RyHzMEidz;*OePA8O
zl|bK8ZRU$?W!J3l=Co#gug-IS#O8KY-+5N%-ui;MT5?J02M?58Jh18P<Q)ttT8bK)
zrx-(|xKurQWwd16<|m6SC}jMQ_U26A>D}K0m}~3SByydS{^rm%`+h0I`s{g=8M$ju
z|K|6(%j2@Q^m0q%QlAU^c7$u5%46vdw~N!CqJRB)6Gu><!>T8TD=XYDvQH?SUbv=8
z{c7Q~b_I`>$08W~=J@#jPgk0hT<__2zCLV5FGrhp&vt#z&Ap$B|J^B1H2XE<J>TZi
ze-%D4M@}5oNn6R=v_SgS*Vj(cX|MN0i?`j}b=2H6aof4dHP(l7UK?)B=iJ<T`DyrU
z`{|tr`JQ%n7OD$Bu516K>C?0FqFQ^u)s)8XKRhPga$6}>qM`nLv7^b0`#wR@-{me}
zo^)l;)4GyLQLoP%eP8-0K*+Pqf6}cd<+F78Kc7+As_4A%==?DC1HoFs6F#OLxRdgl
zCBQ-T?JD5~oDxT)?Z02+e6hEm$tYai;b`w2xvQKDG#Wo<UY`7#B|wtl_uG&0QR)pT
zbuX^`y%rcSyJo4M!)D9Elzr;q>It9BKCZK3Of2}*{febR;E1EhmXzj%oNd(#D})7h
zXw2glwO-J<^7sPxycNO@hEMK??TS@bSoK8s_|p}WUP=8BW_hzXM*EdO()JZ=g&qFx
zOyp-{eR+9rDN`H&?$?V2>%V*X|1-Wk`Dnq*KMO@<?DT9Smz3}&Ru#!sh}&z~?$lwp
zckjy+g_fB!mWTc|a(!Hv(Y9%gj_u3n^i}b3Y5Sg@Hl8BA|3vEQKcbSSVv}1tjdxzs
zcHVhw_QE?CEkCNKXgJ&b>pu}7_v&4-%Iy6U<lgi@b}-)&+xF!_WJRmon@-=flY3qq
zG@1Cae;GT!Z*jtlRpp0dcWU1LSeh)5&w80zJeO<EeCeX#rXRaHemN-#$A90_FY;`e
zNnS$Fq%8}-w1Z@-rp#ty{PcIHW^zG7`%X=zsBI$MX9UI7HoiE2vc|1!!dc&+T^=7U
z@Z9Qo{jly!le$2%vBs)`1p8laFV&}h*;M`e;`V!s&AD{n#FwYr|2p{o@Rrr`w)-<4
zZW7U4aWwnSHSNDIp3g7)`$D=t@!Hwfq7A)Y&U}8L`|I}ai?27tymeoH?RN3+i}i2x
zPi(7Svw-b>;P*Hou`4gS_vb8$m$+LW+AnhD#A#EBe&K~PmbFhQOP{u^t}5h~t=5W%
zH~F;#4gA|5d=RtX=nCi%aGLm_?&R9P8TLYa7CI{wog_C$b7wjH<oTHRw}i>1mDTh|
zOVS_RoJtwdD;W~JRT~zt-P|32{nL&oGZW21zgBK9m+yG{fq7en|EX(-|5hx%`Do9=
z>g@vacOJEUSYH3VZ3SoZ{YTnoULN1Rqv!E6vFVBR_r%`c?f<Z>KBxP%`j$HPUAp(g
zt=S)ng*U%@CHDSms5;9#%jiAV{N}v<>D%^s{@cffKO!rPmTlhm`o;ZQCw#s(yT<sO
za25O$(PcPa!)Db*p|1s;-#!`6XGrpL6uBI6E=6k{+rOHpt3~ErVJtReH4#=0p39LW
zvy)HAHF;%UI(tv+Q)6zIbsZLY$Au@R-h8`pz08pr@7KHXS8aBU>Ezlwf1Pu$2G6It
zRo@r1+ujWFKQ4Q?=0)AirM9bzK3Dx-eOtq}PT+mc;w64B+@w`4X4!rTkq!Qucjd6j
zZp{ZPPG0{O@M+<4_9~5&3}3CTS@qe@bZ34#!I4?@Xz+r@Nj=IY0kiBMWJ_x_o=MlU
zU)v~@x-R8&?9KQN-YI*u(>f>G#)toI7W=#Izy_DaIUm?R)z)3VE}eSz%Sy{v-`0FM
zom{v%+b!}yMabk6>1;;~Pv7o86LBS7yJ#V+DbMy*UuL}cqSNZvt?{LD{^E0URNP;#
znld>>B|bf%>!^<7g}FP$4x~&_Y5e(EFqt)L{rckv%oJChl*mZoXBQJ%uG)2(nU!P8
zJWVm(&o)n<EA|*1=xq*Od*Q{U-E)~=EML=g)&Guzy3(@!Z*LX8)!4e__Gi8y2aMj|
zFPxVt!Oq>5@G_5``-(tbWUu5kCe_Ky6oS&4mPqIv$XToru|f8)OriQEZFxzZfT|B(
z8yw<G>~iGS^$D|Zw<M-Cv6ep8Ye{G{k6E+O_Wxcvof+bN++sWj8FcFtH!L{$VVZ4h
zm2QN=ot^tl%J)dhaUHuGls$X0$f~<*8wLM-R(tvV`Rxk+X5)gePq_-GA8Y<J3tZs%
ze$UdV!~aTV-`bh;EOq^o+a2Y%s$w2l%{t!~f7*Fo*emmfg8W@)=Z2+DXML4@&hJ8j
zeb0n#lZ~c!3xwQpY*UJy#Xsfvw`0e>g3{jdtnck#UlXJ@!~b4HTA$p8B2&BHbC&q9
zT-{@z>vWy*usw(H@uwS&?NhY>7Jh$ZbG!9$I>*n)4L@p@|B9^qopnFv^zHY5%1qy^
z>-e(u&{75CQ!``k>AP<4(3$ost1@T(yUS6PZ_b@pS!FXRR4;$N#Z}Ik%fml^>$ILC
zr`x|)L2tT>#o7ty%BCMTyJ}E-@y%9|S^+KLtkpJVV(p(@cilNQg+FETi!J%$-=0VQ
z_UM(fYiv)Ry=2ZdpY31%<h+d2Zex;oFn4w1g77meiSEKWTO+QeOiWdu+^e`=QOHMe
z=d7K-8#D`-Z+mx~b!yd2A^qS-?K6d(^*0^gI7j!<^ZC(fk?OAw7@ZFEsc}f|OnSTH
z>3faMHmu1K&q9^|Ep)i#ud%sC)?-qR=_dcfd$we!POA;EO<D8qZl1jS@4%xE3uZGu
z7XG?w*@|^r|4fS)=Dfwe`N9qMB;F0R6F6J<rO9)Al0A9A?nTwKx0@udm?kE?_`>$|
z{jPbb&YQKG=j;vTbhA-8qP3jGd&4d{ZpC9p^*i>6_HECJl`x)gvZCB7YogD)sR61-
zN{`ljX^7!(myY0%j6YJ(WAI$!bFw{)|9L;br)h=-HP^DlWp~S7jj~#(^Ln;vw9!s+
zgAd1Q<5V;a!j<Msmselb9CsyEbnR32hg%i;yjN;GyRq~7LMc<ur=sD%EDM+R@%;&p
zd6^aC`F3gQihcI$Os;y%Pu;b5O6l(HOHa+Kn|3PwW7+j(Clc~wEEx7G9;!RDSJ}z#
zbeO@R)Wv-{4od~M-1^ilQD~l&5}@NRW%2dk39(*-2g@!$f4uberkJMNyEUd7D4xui
zq&>ZKh4$H{W?8<mv74eKov+TFw#6v(OU&_Z=EP3Mrc-HCUzdpNUm5H$(d=;IgROJ+
zzS(c^`{(wlW=k5G`xSRGiMQGuXgEB#>Cuzvjq1~8G)|s=(qX#!<F`?p+E(i&aP9Tm
z&FE0IOJwHpCtgd6mKR@n`phAY)3J(Obzz+K|LUlz=Pm!6-V^xx*X+6d)3bG&>r<>b
zx2n&y{(q9kR)h2F^ABDo(;w}8UO)Y|zuli7rvic(N@%U;*&5z<OMd>sYr0zl+LUK7
z?wfo`^UaQDOLAQEPWh~P{3`y7^Yq(0(-rd<D`cOEaIa9jIyGhD?(M1FWw9kYuRo7S
zJZ`4rEWWMq^VxvQQPSHL);b)D*;mxN^xn^wj>(=HT$}h$EYMZ-l+9l2`L}qLL8g^`
z(cQVn4}X`Bc3tqpJ#yOh^ZRB;PE$%uu{-ea@g$!AN~eqV`ijX+JibY%cIT4yiIIGA
zejK|~Y)@?B*_HD0n_W-p&8v$|f@|hTDbBxh_~4PPpD%m;>wUntYF^W<@>bu=Tjtg~
zH%#reuF5O9BQ*ObR|S{L@`Wo?&G(1vWQVk-s55)|YOyGH)w!7oOuP5nY=3TQ#kYz_
z|4b*Yp57$$rR7D^`?Xy1x#~@4!x--Uc(a2)x`?y+{k`4Mvp)UX=zQ#BYyX}P6UFT&
zeLncZqxhtJ-mK4=Ci}j>Wpv$D!sajLwofl~>Jq-EzDC@Z?EhYDJM)fH_MgY`Meb$`
zl0){~I1}f4`atNX&uWrZ`HTN&hQAEoa)aUd%8GBhF0K4x-QmM)fAZ^<>7v4GKR<8F
z4tywmWKp+!En{@Fo2|xe-9_iDm$jMS6JmVE;&i)cQl|K?#f|5<%8F(5_&h3q6wmwf
zpsjn0eOtfH>Ps>Y1^K4UWzm#h@Tn&5pqTTG8Bvls+jo4*O_7{%_1$(pV~)c8Q!5_7
z`gXx~-L3`S;)GUxjXkw#t*Yn8KhN2x)ogz$$CR*lwz0@p#zT#5X7Wj&enototp9nx
zsGaeusKf8}{ZD@XW7=ntxyQ>h_!GGF_OHC<kYc-Bo$o-!RGH#prEU?6s?VExQ$OEz
zU}tcfcjb_HsMwYz9Tz;_wH8-B&N4Wo%$5-2&$oh2d6}x!E7mK@S5H|;vK2GFS@)WG
zA^Tt9de285C*O&dC}x^Hy*#IKi2)nihR$%-1<WhG+pSoZZ^(G^=34^mSK$TG5?4Y#
zr0Myre!sedn?oj-qsC>^&$NgT0o%x_3o7|n2Rd+WQPy~Hpx0pX)yT>F1)i%Zc)I+t
z@p*A*gRR%rD5FyQt~r}UZrgHJ$FXmFka>3Be$TWi7e$$kUo41@?3-b>q&Z3MNF--f
z=T0Bv`&SH|(t3T`WJ9iH?XI2p!07f;v0ZU|)7ZNu-0~8BwP#7JT2paAWi4y<G{edz
zZHn(a(_(iv)q7pIG_m@sfsaJlZb5;6o21&F_Xpm7zn(=Yk4Zhw;Rts}g`L2|vnRy`
zKDILo{(ZXk)x(_gQ%-Z6eb+jDalhuPSzkYJ>=Lh#c-i?v{a!!`vv7iH%avbeUoQ@S
z;$~EMGULP<vmlMGNg>QHbCpyKmdsuyqZWP6dFjDInVYk|tGbsvt8;qtZ(4an%|KMH
z#*+QV`bT$c=9pYyv-54csJmHvV#1NgfaMx<>ReMk-Lw6za3P@6+2`td(QA_7pSL=N
zR>_q1@PE9>8~#=MjAJ_!n@C}i?}{pR%LwiAI|6F!ZgeY2+}NOgZN^=8W@$0DX}34c
ziC?BZYYu3+Sd>y)rJuiA*{hEH#H2Yl7OoE1$tseWzv$;)tJ_O&dtZHd;Mz1J_22{{
zr&noA1srqj{8#SwO?h)o;p(!-m-o0t`U@(uZ`=Cb@kH%ZyM9%@_glPK`<~DJeNZz0
zKhL?w_NwoNd@H=%ziRt%R*Ah_@csVA{*nvd{#>6vk<ab@jT+;Z3%>6=#r3k`S6i*&
z%LJB72b)E9Xq?wITx`;stMm8fJHDbL4tbBRES)V;8tOCuvDu6jT1xuTNzqzw6ur;6
zZz>Vlz-Q!ja;e-7&btD;dMg%Q@m-*sJCFOI(c38V^=IeFzL(p+Ipfg0?t3kFZ$*dn
zDaro*B*(aR&izW4jG$-PORk=ndT>|A@zm{~x}_@2O$%O$sr<h>^Tns@^4Dj+XnnPt
z`~RkME_Y2%%GF-vemeJ^(^u<VfA70|txY=HykcL;oq)wRuAg1?FQsZBkNC|({gC_b
zx4(D&`nzW412y@HCtd}I`_#J4J`rVZBQh~Zb>h@b$?N}>nocw|FtU=nbK;AI&BV}o
z32PR-(X-jB`YdJPh7G^=_bor$y+&EPre1FKohsGdtLY18FJ8T2b5w=81?!XhUp|^#
z+jmar->*!a{m1zAX5^pvH2G2NflrSgRh;?6tySCnfqm1T6Scf&=D(6p|EbBwb<Hd1
zvhUwrXCxzoRDvSwF04$O{8W6(Cx@4^I`;m~(=4s~o?gE$eCf0O^5+ffDntTZtM>KB
zN;Na;%iJ{%5~$dI&22Gjc<_Xz9h<VQ9-S+na{h&c=K?OFlV3uv-q#mc6D&Tfsese^
zkYwSs+b=J)-aFju`s+lJU*XiWE-r~Hims`1k|VFTZ2x}nvhvM{rrX@?>1Q=Gm_#I{
z6z>E}Oli*l|MlB{#`IklZ!ynxG%+ChTt`zQV=mNl9dGwN_F8kdy1uo30h{W|lHW}X
zjGrbv5jLApEKnggY5JeKJKJ3JiUK#Op1y0l+4cb2p77UEtCBu$@>upN{QlF^`-4~2
zfBpLP`cGxk{ktBvh3!8kU3IYS(Z)}!SEjGI^RMdH^T$l(MH#B?aqBC7PJJq#bh$Ne
zx&MX*;wxUMWxRRzJTsfScHZqjr;f@-{Lgw`{B`3m$y1T%SVQ=A{uO;XeJ9-SAoJ{>
zj8AJfRc}1KlEKgZocw=I{>9V(<p#?B`dR#>a*E#jIqY=@e}&J?5B<4*od8c_EA#D=
zk_R^4No%wVwjDbBXIk1U-^VovU%k1{t)4mY`p@(I|G$2`Z~yPSyDPJX{S*J#*md`p
zuJaGQdp~Z2)!)z7616`+*8f-j@%nv#!lyaB7Q9DA*RY$XZBqE~n=^z>($FE(P*J5^
zA|;_@3YX17p0XdTUnVj5_6s{aoBil|ex=#fn@-z{U;8BAc$LKMD0?H!J!zl+#nhEf
z$yHIxb5g2KOFrk=!}F-XIyz6xVf#g~l3x<LRy}#i{G#lg%IpsgjbDmB**?^6j<_g3
zQGbc@VF91)ziPLqUH*~1=2&5dUud!9hmW7uzlrfvuzY^kL2Z{$z9<{h%!ikm9jnex
zPrmrnHAuNy#&f-g$HFUNU#xzqG(3FuX-h%rOq=cct7b=E-g)}<qo!`|GU?uZ-`ZDM
zT=jk>J#)8s#f8j$Gw1G6KGX5zkoAH)9`X@-x)*$JT>a-DX(qO4$8y~_^L|`ZJNW1K
z;hqF}o(q4x@5dV~mY?C<C021L^7i}ac;9;4&8OUR!oNOnKVh@TFWzPM8U4*ocaJTv
z*qZrJJobfIt+B4%g}ckz-FsEjEh;5m95~qR)OKg5uP?iv^Y-G`Nf(V978xtAi0<Lo
zDt2s{oKDIXZ`*)-4c`wj?cT!U-uS#(xm44?-fiw4Z84)NPsT!9+s$_(6eBy*W*$!1
z=vQ-ZTZmWK*>%57zf51d;{M(cEA~fx!Ig%3#usy3GlYGoXTRK~yGA-vg6Y%NL)D))
zf8_qqzgojf!Do4NP2Y^|yPs5j>S;P*S6$o8sk17p$FH;TXVl}q>sQ1=x3XRDJY%_7
zQGEL;A^W*boBriJKjpw$7W??EX3VGAYU$D3Vf_1dtzNVxzi81RL)+bf7IKc6Np@X#
z?LsAgT;NcidhnImu3k3jr8m{8rd(A0?OZ6nF2mY9N$O4SvDFMK%D;VX(y|CoDgC-2
z-9Nu`ci7CSGj<8EEOH8{x$#mm#I^Ayuhl#o=2u3WZkycmG5ghR(~^_Qv9+#$%H5MZ
z3l^j^xSm?9*}5Rc<bo~p+A}M+>h3Q(S+Y~+orO`%lB0`nOt_nMz<2vfT`qY&YnG+n
zVY@F|vuX(x-+Qyu_WcX9;wv&ewTA24Wmdd(Gd#XDcp_`#sfbSTb$b07cf)mbHqY7X
z8!;{Z@6i=+R<GW$CvNQ<(P?wz8#P|+uGH6VRBV1{68U&*_+*FomxEcS?5zFQaP?)c
z;>_?*3ao8>4l}u2x9;SaT{p+xMd*ZXn1Bh>!H{=d`z81|Zdx^l?BD0|l>bP+an)11
zk{-2+%>q6zR!RLak1a5Ea|(S}obhh1W3j>Q^UgEOKZgETpP2Vr;;y?jbBDhFggt(o
zwf77bJ1}<}{1BVEyR$~ttzcU2B(7N1b<3u|`2Kg#&hR?%qF=T4uNT~3dB2+f<>p_t
zn%wql>hu?7xbB}G{(t7L+6R^Oar@t|j`yveIp^)=I;n3b=h-Wr&n*-)QONizuAWmV
zpTa)-=G%*<j8%oU8XBv*wEkpI__<~Af3Y>%s^9)tsvj~*GV2p;TIEw{!xVe0adWzh
za!O=G$eRP^SyOCy-bD+%lwp{nZ;~CyaF&@{fG0<SRq_wF_*@%<4Gph^%bqlBUci^L
zT<T)Y{JuHKE3fMFXXOXJpWJ4|RmoFwKHOfyc{}%|Mx%w%9ik`9C7FYRMNCV29|@l_
zariImsG!~JeSYz-Z&BNXF0fC}Y?@<#W9zZi%NGSmohp0ma9@F`{WQy-oKuGt*S+dW
zS6DUS#j15D3I&t7*JXXGzyCLs{nP0ktGcTfAE?e<a)LYd>R#dX$M)yNUcD#bxM9QP
zwA@wF&)M9Iqi;2?UB0Wx>!Re|>#O@-8AY7X*>I@v=%H_`i=}_4+a3tCy>fi!_M^Y&
z80~(`9DkVKJpXBr#B9HRM~=K#Irc^=>1_1PKL_`$HRe6h{7g4%`qtpXae4R7$^S|C
zZ1!oLTSUgaV|_OcpN)>#TEDB(I;&;D%DnmM_LCQV(lVLBnf0YY_)*G9m8u61-c2+*
z9rIerMJUnXK*Wr#rv&HZrEJfba&7O54I)ZmXI|VcSP{3PL2pg=YRA-whdRqI&s*J}
zvs0vT_U#EqMTtD`<PMY@MttBXKX_L;N8{kj*36hRkzcnG&HCbR>}qCo-gs$2?f0}L
zmm>aT_JkbmOIUJj*9ZA?9<sMzm#+Th`|)GerTcy#JKrvA*RbQ4@~am;y8L`s>@=_F
zxBQGQ=?0qH9^PcX6vFqqYrm7gB~gJx4-MYj^N)UEx8f>;h7orYr=VI{-<cze*cNFV
zw@b*?HQmqIcvD^f{OK9jUteX)zWbm_@9pEaq8HX2+%UP2<@Sccu$qgB=Ua~nI!JB~
z^Yjr^TOW62{R44-MR%50p-iW;=h}1S9%22GU&+dKAa3o)gQtU37*2@4-6VTg_`}wq
zV?PBOR#^X7IjdsflD#dT?D(&r4tpyYX!pLNYSPi?hs(JG_nm8$G2~J1mI<ktcJw&o
zyga#gxjJ??R`Ml$Y;<17BF&cd*^X`HgziskUmj|A{rPLvF1zTv@!#ir9(r@9UM$#P
z+k1QFSVw_7MlK=;|2?)<*zo_yZ2b+LiP|q-i>^6i-ukz_Tzclpd3V#k%X98!5S#Gs
z&$N^ylcLrZEVyp&tUKv(i;p(T;w6oHS4;m%Y`$%OadZ226)W$A9V|9Z-xnSJ6Sd2+
zLiIqNK-PhiX*(Fg>UMLT47dDzIybsmciq9~B?o?M_sy4?eknP-;DPYLh!aapY?d;A
z`^v@k+Q|B=M%2`%7psd?{>voDykTD*zm!Az?;5S5CWUou63sU9*LEy-d%AJLrp$`s
zMO%M9oVI+!sl^QoH2S`BsU=@qC9C>uUccwoK#x^R@0>s1{j(y^J8nteqDj-cziORO
z+o0}vP5WVZ`LB70bkdJLVU>7k(inJr<Ki{PJ|Fj3w*26etL(A14Wj1Tn*F+79(Q2+
z@kxRC;=*%X2L&c-yo+Gnzc2hPf6mO9^FF<=ZFqaW9+2y>iAt35o}WK)(wif;I`0KS
z3guno`Zu%B`m_4qnQ1?^x43Gg7Fp^nIwM|sbj9!L@CcXs(0?lOVu2Om5h)t~E|f<c
z;kz+kPHf`TuSXLFH_l`}^nCAz4)N6WT-`O%3;8zbDlOU*yU<L>Y1_~4LrU|T_UGz1
z)$e%mbGq#&TZLr4eb>9*&7YByy-i=_lie3_#T6U<7i8Exh<Lp+&e4BWKEDVz!|a<<
z({>6bmx}3F^ZMG&wP{n3t#O>QGvQb3gQBM39R7EoPfqcA?m1JezC0qT;pFEH4>wC5
z<<VMoIdNN^>@krItfc`wZl4~eWc#tCWL9!cHIKbk%<O6T;c1)9-SCUos;@K2UVise
zbh^J`(W18%4(@l%y8rWW%32?MHnH@8<(&dE1-37LR?qFVmbm<pMMWr>`_J-gj?XHi
z5-u^P8nLKGHSEh+v@7XMpu*wV--Vz2JQ1@}YGrWXvi8;cwSLMylc*88+9_Xh`~S?7
z-%a;4*1Vmra$kSvTYisoj@h3ow%4xQ6+gdl$;0CA8FCB$-qbtXe)rqF<C~A?+Vg17
z*zxvY>IpulnJbfX<*)7HIhgxCw(ZO;{*&^n<$l@phb-W;f3)!V-vhs-_NEK&5EV`m
zadlCRxA|~WSp5=fX?u=4$6O0#`wvZ4WyjP1d#U@a{OsGfzAw6=F(RV1=asPTPGvF0
z&6dvuckJevx%^=D&1W}eTIpK&i5)#xVb^NR;~{@}^@EbB7T0pbZl!u0+4FW?^-s13
zE55(G<FwWEgY*Xb`jfuzkN^I2u&*kisbaa_uelbL=XbnY9-cYV_-3Jp@Z9fR-=<vV
zV4KI6DnI2lLwxOHor5Q;*E^ro`|H2_=Z&=qMpKyAN)+tiHWOH%yCC7^)oT5hxm)AT
zyuWVi{h%-P?bp4V+@sf3AM~7hu3G>2#M>4(xDB@TG{ryOF0-b0?{{mK|5+Q#mOr~X
z<@Swj%U4N0o9{o(_E1dlvwN!Fjw;x)%$YXP!$<JAZkh4AN;&H*g)76fm*;9dDcW$<
z{K^4s?ibAqm@DVA9WKw1)iB<$c$LlC#5<+$)+@cUJQ^wRrTpp?^*aGi1XWYtB)0Yz
z@8a^|*7Mcw5>??eHITX~yUpox)<P!HAD2I^+0|u!_Ood91pmmxi~b${`ed$y|NUj6
z;mel4*I#u_<<P77Li*A_i>6FWc(%8DdST#|xgU+nj@ZlU&wjVXJZ{-UrB9!KS44)~
zHtm}JlI50w{^ASMYrk7~ZTobZ|E`VC>_@3zU$xKH?`+f;)|bxyo+|z*HSmS*f}Qq4
z`j;ympH1nWo~aZipf5b}Tfv^356us~(!SIzcoP*br@xrx$$k069G$-DmC`AOac(bV
z&)hH8OR_Bp-{WK2ZV|Ukb#8Ul;k_R>`5*lM({xpL@7*4MLDd^4zh=I@S6-}Zv9IRS
z=hMxp_r6#<X7zCP@E+z0OFvk%fk$9HQ^E!vkD@Ath-bCiUpjnB(G<V?c(U*1+M6mj
z-^%{g6ui23a*Df4>2Z~dZ=de)ykvI$cKBJrjdOZ6CG@+W)&z64U2iHsUbIh_)p_2#
z^dm)9N9XZ>|34+?=2Y&vVyk&_&rjnGS(K{#^2?>1$TeA?-rn5w>R+W=wAmWtEz@+Z
zAH1@(i{4i9%3c5L`tvTG%QvT97BoHHEq}B0joG#>tV@<>_h}a=g`fTCBc|{xuQ%~w
zx6AVO?7rsY0v3Od=U2|Lbc(48e^E6(-aPBhgQkjg&vsm2kW*Rcvq!$o)L@0>y`Res
z_i?YVT*rRuw{1+Z&54YfMbCC<Z2UKS{<iBf^3498W-7~PnOe+E@;xgNarC=a-};>H
zW8FJ8yy4fjjQf>#O*QU}(vgj|vC%seg+)ZSZOMITV{QFLbh_Ltk@P!tFZ_Sb+E&mS
zdp6NAWc?KBx$N9EMl;N|v{o-*k9ova;P&T1<K^Rrw-v-S8g;Xu;$gX0_2s4U&dlYU
zH~GCz&6QhqU$#}D-{XeZxo|bJ!{Xao7Z*6a;WOE{|LeAb2!VpC<`79e^^29fZqemY
zIo#o=pRT+TUlkf{QFlS;MFMNY=MAD8RA(RBR<JcVw`T+Q?L(D}36}Pk%Qx(M{yX>K
ztv+^*->Ne<<TxD)>Ihk{AbV46-IvF2`5vE7GRgaVQ_^T^`h`7`y$yRLd$(GD-7VRB
zIJNu#mKC>^YnIFj>R+%YMquCOS*n_+vnK>Al}@PPb==~peELe5wDjEfsv92*?X{jb
zeRb$@X>oV+h_#;%|8_cP7&GxtM8B`z8_5^dv!}gzKVfx3&Ro&o$7>o}K3A&Ly99i{
zIHPmo^0~!o;+r~>n)^J`+a_(u+}b1lX0u7n|8o~-DO7U)t;=fOQ@lm(%iP7KOYAG&
zT#^5?{HMi<=fb;ed!B1{m>4X6)?Fi0SXb6}NAlo-Z5Iy|$ryYq<Vca*UHa=`rQnyh
zkIpUgwDX*3%HCPHeoM}z@`UYv+m8n9v`b{4wr2STt>?=&UwdsbPxksU2M>+!&teo0
zXgm9Q?bk3#;jW#ht-qfA)a=)_tWI`Ji%u;NPJ935182o2$>XbvSM(L1=RFrKtta?>
zL)Mb`$Cg>ex?khwi3iy)?e_U{UA$zXrP{vN(Z`n9#-`-de6QYpLS(DZvf%xTx_dg`
z$=!EdcJ|bF?XQzpiayzJI_CG%Bs<TXS?kLuUey0mA}%@meptrteyK%ntPd7VTT!~L
zzi@qb&zX%1Yr5JNPN>s(QnSf7s9So2!>pw;mWQV8I+1Y6=c9Fk(_QsNYupmgZn@&R
z>}6QMW3||WYb=F=|II$I>Ba@uWzjKPHGLNO#E4a|Og_^x)2iPto%c@lzRZXB^o(+^
zo;kOInMvQ}2OqQk;^u#I4tR^~`IpS3|3t}S$Lg5}x>b1BvBfR({y(vCddJkyT?f3Q
zd-s2GwSC(z|KNM<>8AlN_`m-4J1?4Snpt9h<o)S$u1C%sTD0=V_n)=;-BFVT_iujJ
z>{qnz(}5F$rSf||ChAT)TPnXO;OV<v{MwBtk8tkFtpCZTBHQ>#*X!}Yr_#GjbMk+(
zh1PI;dc0tq^kcI7o>RML{(GfuZ+H3s)YKohmR;)oxVB=S==trBD%U)^nQ^<h`;lc>
zc+uU-ueDiE{>+@3l|QF#qOxPF_r<fW+D<CpPQIwvE~8|=uvuXN+w6^8rh<=_EjjST
zURI@%`$qF+w=R<v`HRXX1U{$=<$c1K>~lwHLcd1Q3hi&6MywKk+nPixOq~PlPJBte
zlxl1EqWp-d|DNfKqf456RxBvc(LZs!_+{F@9YStzJ=|vfHj0j)t}spH`_G+vAI$t`
zY0Qc*bep)8^^Rt@;-yu$wlALM_RDG7yX)ybDK-l}{bjjz%Q7-<p2<^@9Zmjiv-oAD
zg3ewvXlGlt?q=|!L)=;^%JDI)d@jtLvOq-SnVF)v^6eFu!nkgIDSl!0OkX7?Fg4-K
zmC_lBGP}ggZc1Eb%v~tbDz-o((}7z<lsWHu%8zKR+G*8QhuP!rUU8X_$aP69^X&1Z
zT0+OBi=8s=yv^+Ri0?p4dfV%B1*sRyO6}L(=`$}3?pr-^fkchx^}M^1C8h7RwjVC+
zo*TQn`u~ZOQ*SR^v*F96BJ1+o!7ls5x<1~xTt4l#<r>?gRXgV@+(^p%`KZWx-lBQm
zwk%(u`>bx~+^v4C-%q`*$g^Re=<mN}dBD;3jka$!J4#=y$<1$GJ~wvv#yjV#uD_di
zuONTtTu?m~`|6kL)R29;+K*#BpKkEd%8j0I=1ZTLFaPI0v8R9f#C+`&w(?xJzVg)f
zZ*l&Y&@21dZ!{e9x)*-ysqf#}^HTM{u5XrFAMf#G{ht(WZX4H{VmD!JMa?VT(>ng#
z4_TAIJn{d<BvxJi9FHg8&Ca}>|9eg?i+Zlsnx3E?MrWfA^$6OPcl^1WD?2g%#oyVT
ze|qv1KY5Ed<lb+%ZJ)v|`Ta(q%fFXu%)hU;U0A)N`$YVmFUME7dn~Z%IdOmMDVLo3
zuWwBw%hspsc-;BAZ_klP?(c6h^cd2ach$_;A69Yx#Q77)X8$j|bt^b^idJv#=R0Z#
zxQ^d!SonYIN2#EI{?juB@BZOi63g1U-G^1LL-3oDMR(BU-FtXmopPPOq&@F+NCewd
zox)AEw+!yDNv;1JbyD*A{H%!R)*A^NuiRhWczS8$?ATcy5|<s0Z4TRP-#NE;v2B3T
z0Z|oefd!RE+6t28BQzy$^x6t+e_fU*aADP|3}rVFwW4QlZg7YFt~k0vM|eix-cu=e
zk3YT5lU6)GZQ+SGn@^ry<xtJJj`QI8i`8qmwEZNqk1#k0Fn;vw+k0gGrHrjN%4)Vb
zem}4Cb@9fQ>(hR{Z0_Ga{m0^*X&pZn?=PGBOH*W`Vbsfh-LJ-LkGekUKUNwS@XGz`
zrd-wCo4@$Io@e~+Lb*!YN2ct8I$MwbLF$){N`4(T;B#f@y{pu6TkxHd5{tOQU4>0H
zuWhoc^Wx@K^-NS;V;0oV6rCozJ2vFKzYoK`bHcOKB-b!(%?P#FVsq^P(}m1yw}Q&D
zR=%hSoz-~C>aE_TMVDM%T90h)WD;*O{`vK{h(5>1eydiw^6hM!u7|B&$~94Q1M{Tr
zJr~PnHhpm5%HqBGBU9m)vtpu(x4=}^FfOYzUnkG@-T%4$(G{g*{x`Ghrkt+&m9y&C
zy>I<@zr~;W{#Ww$zmk{pH@|(o;m?BH`de>KrPh}Ee|#zLJ6G{xO_aynn_~WK>M9nO
zYOkH09`bYYPnA8FS8e84w@hOPSHw*9vX9ClDVOIgI43VBQR2%xqcukPdxuxO(UQnG
zhx0mbGMz74>^g2>t+DUgjf)zdK@JxdzRFu_f3bI;*2bj{Jo~3IdHEmz@bqa=h>y_U
z9FDF<ru$zgPW{)^CtLXS&+?=ntVdTYxNE~#u$QBGN8Qz%vt0rYaz=JMY!+3Fn3w-5
z>BnWghe<!yUJrI~cmA$+#jQK()bXPq_HyODTbmIuTbb1}{TSbkTk}%$w$?}LUgrDO
zYI;nAQ?bQrPIorz(UQQ>yovv&Tu6D`+o9|{dHw3e`@&3Y3wsU33wU0wIPcA+wQP3#
zM-8_#Uy7t(t<X=ek#X18zk8NB{^|6H$eGN_-eF-U-yPUqY`TB$>iCy2YnkIuT@DM2
zUn&0h<=a<$Pkol>JGew2=&&uj<!Nc0Ic3VPlJ=sohtsyZSw^SV<S(1!8fRJ%yL|mx
zv*)EfNo($go|?JpPLbZy+q-PtL-L9`Sx*XhPuZ*?8?s^T-$IpB*X@s{oYT4XuOqAY
zg(hpj6jhB_!Nkia0~FrvUVWDJ*zvhp#f^qrLvsBNh^X7WVv`A--CfnUbnn$?a;qHD
zb+_!eHHXjC@bQ^hwTo`e@m?q_qH`_tNfOV#){3sU@Z5DgK^31EzJA%=Rk!B3jO_Ax
zuh_mHZf5wiptV+L*^Bl-|M{A~0)I2trwAleU+kaz>g9!3>wY&W98fN7oV?cR;oook
z*UvX8G)zx$<n7$h5Z0xg@%1Ygn+<#3+s8+>zi+ph$rW|Ed4BV%D948kUsm7cWY%$K
z%aJ&+yFxCLv7~8LY|KmMGS*dp8yQ)6m{-`^?>b(P*l<r?qK)y}mF-dd%o7r<6nG58
zUS@p%cBH`V?rp)zpFj4^ICk?^{d(mznUKkE=ARW?v1eZWwvUr_Gd>0x9$lNEtbeE~
zM4ffzj<CPGuV?S;_B;MyN}XM7tf;PtxZ#H|HLJ`Miyz4ZFWMk~Z_O;8O$yiVPu2WB
z_jk~ZHM>fyX9O<X82R;qoIzo9mT|+j$gSqT&U4GIVN_WtIz`oRy^P3FuHWI;-)+m=
zaYgH`k>l3`&kv=4s$sqskh3{!eRpHVf~Cnx`S)+Fi4va|`K`G<c*6S`7B(ffZYjG4
zuio`%O5}vTRXo>R9~Zc!Zg_Ncq3+a!PF}4Oj~?kTd-qY}xutBpq)+mW`yrA($~%)y
z7PS7n?R_wD=B@v~P9;d@eE$@Zy20b=?^R5O%yTq;u6LcEbVyEH;PM7B?l09EY{H2F
zCTU9@dfd%KI~WVLI`~ZJ-Bmm(WNX6vAB$x#m;brgb9}$`zZ+pu($9Xj3SF4r^fNo)
z3iIkzQ=^@Hn@sliik*^bO?^92_IJcJQ?E*!3Con(Hf?yszjT({Or3*W8?R~qVozJj
z68dK2vvNO=#cP@ma?9zyZZHo#XVS2v<nQX6Ini4*SycX|pB8j>j${tu<~w;nx547?
ztAlsdS2UhI_~N$K7sI>BVGAoV_o-<<Oh2ORFhy?iln;v+3r?A`L7;cV-3j&nCQ2S&
z0mrY!OZ8@CKWMd^JLQ69fNJ@JH>PqWd|O^V-7(qFsK~L;S7G~JK^Aj~zOSF_&e^Yf
zJlo>t%kS*ro(+ps{;^weYQNHDe#y0Hb?Cu$2R7L`Zgo1fOk>)*cP~9U=ldxNvK*T$
zuTs;pbEnqpZN7fGy;U>kT+cRfpX%1T=FWk+$K=*rm1SBRb5l|7^^Yg-leZQzy5=1)
z={MNsy|~Z6=f!IGK7nHv6L}}Fh0Xqcpk?i%kO!--+_|R3rR$O*s(L>md9}u0HilCb
z+pV?<svW*|N$Ac!EiS!dPK~d0%J&q;>s>F_UpKET{zL7HfNw6kHri_MF9h3v@9R1f
zqsO*@=k@|-p~O$$n)?=LI5zh^Y~i&EUS`jGBzd>Zi3M6g7o{r#FCJ!@GjA>PUAOBs
z?2Vd&ho2nO51IYq*FtN%zCVwpf7J(CUfnIlsq^XPDWfbdQB96p|79MW)LJ#M<frDs
z`A%(<_*)<UZn!C2X3L=!IN|r<+v^xxjajdVJ14|uv>dQu;wd=OW@YAd!E=(-I*E)q
zKVDUZ_wUYZSx}(6eDd$p1&WK3x;baRa*5%7m6z~HE_3Tk$EpQ_O=h+i;+-Rp{JEfc
z-_^abR_f@kKd-LxyW2_o$H?uif70m2QB}D}`o{Urt#6)H3cB2zw0KR0WSipbgY{=}
z)RQilt}MMB^T=Tx=gkL=NpfeVKi+ft_M#Z?_tU<ge0S7OyI0`E<Nv>vxqeIPBz=+E
zU-IC9TKLzXNofHYWeWEb9OiHL7HKXvT)%IjX7}b0+v(A&|I@8^E&S<MI{*2>>?^hV
zpX*pWG++IDw$z?`!QaEB_B6Gt>X<wXX5O~?P4({G_kwTkHq{BbSsSAqbhC83MhNf2
zKL_`&@5_4kYX3*(Q+MY+Tc^((T-LRhQ~i4UZcg>UH<L9Mq`7+@7w~Jc(r1$n%sg|j
zVIQaZOU6T<9Ce%zm&{&wb$^QdzWv7XkIIDEPyB3NTeh>tfAYT-@0<hIFWeXHVD(|$
zr!wB3OIyD+EV}Jpc09&>@iEI4QBQaHUEaO)&AHQ^x`oFtI&a*SeD#g=L4!-&<!jjQ
z3U0JI&$#h^qQjYN7w%u@9p1&fzoRdbvb)Y8FymHg?D6WG>lVk|>5Vwu?66>$#P-fM
zzU+v<3$=dvi|}gqo(wSgk?=lv(ZS!!3y<vRXye?t$dTurvrBW9x{QOvMS)AN_j#E7
zD9YY{n5k~x)*ub3MTaV_U7Z(d>vXWm3$%8c#5PWr+1Ayz?{dOj>-BHj_I<v!%>U#1
z^Vy3h)y|$C{{OY{^tJE*rApq>QT6xkSy}$itY({e@~baW$F4B+tbDeT$*nv#!tuex
zCQG+RpGs=(>@QH?mbAh-<mDt`+a}rDE^fKISs4H3v}F7#Ig@ZL;I+fMe`*{-%NICI
z%JFCpeypW5Wp2aeGm)%o-Y(P=&G%L~u}q&^nDg4Q^Kq<)YM2*Kyql=-UnMh$EB4zS
zhogTQu1ILchh7!ixi6%!y)pKQY<q@XZd74%@6rVIFB+%nxU&8+#9t^7*()`7Mvcbx
ztujZ?HSRHF)EBbsnrDAf#rt1j)I*J`Y4`H_l&)vgwJn~}`Lg)XAB86xUBA1&Bpwgc
z$$PXcyg+1kOlRD;zKodqy}=pGUt}--I3{vS@BX*VuR1!|=5MrK^ib3`ZN-Dmw#Wl%
zLdM+7e%EkLtgzmEKs+Mh`^~1ekEiE{Xdlwn%{bV=$hGh5v7P&srb`)d?{WWHnC7Uc
zAFsHGV@KY^NQ1_<NQG@>W!D|ja~`K2n`Hb=Gwq<xI|n0HmXp&jxLJEN)a}|mcOQEN
zZ`1VZHB)2n+|}DGbKG{0LUci?o3HY2fjR1j_r5DzoDiF^*7m|(y+hCVYuE3dd$45P
zxfz*zd#&eWiB##Q#GLoPU$k)Qbn_j_Z<TE?KhV4M^-Mv-r5z8L&K@wCDp$_-w@<BH
zM3Sw|V41IW_6?Jr!S@W8JHO8?N`EG9X<fd3=j&A;vo?f$ou7TAXwhAB$&E@f|09&I
z+28%HcB{0s*Hv)d<^KJ>A2-jeoc%nxZb@Ctof~!%asSx<?s!&M(^e_{@_4&ZKJ(un
ziJJ~x{Pi(>X=tf$bLYM5-EY=cKayTHH&=K5f)6gc!mp<<bO;C$)3EaVx|{2-OCWpf
z{+^~kU6XY`IZOJwi*g8QT<XYioVdVIqI{;;9W{N&xBS5hE41G^-1{XqNqCuh!;Gv)
zJ*^_sI9}aho?RfcukFpuDa)SR>HhkFo%`9Egxk}+s`t9y-5)(=&Lc5Z2b-=9FONU}
zchSP|udl9G)1s6YmH)D%rmT4TD=#o<Ud!CBX!8p}CR{(?1)rN_zxVf)=Z`t_M75`L
z-<xZ{$G`G=*md`{pI>urKfWR;E9pz@4%@#Q4!up<CL6qC@0sbV3widhEvSxI`gi7`
zx2pR6hjtfO|9Z7=O~LN+&Rnr+f7h?t<#ob8HRYAfuaf;HTYdH@vrexT&DpOJ(j>)_
z`_}Dhma^5G7tg{QO{*GHYndxDY;}^|Hn3a`KfkSj`|2l8M?NnjZTl5J8a^BFvpn>g
zaZ%yv?KkiChTna2<*1U{sg&odG-sPE>@(P0VA1ND-!fJ4l|xL^<mxY<RUZ65CY>v=
zyX((!>$&N7-=?nq<{Bz=|KRLBwiU%WQ;*o2S6nu|QT0nZ>*b}*$r5b*UzTj~dHTlh
zK#Rdl#l^+!E{bz)l)oD}%dK9@y);-#eV2l<%M_I}JRg5HJ~y!6@I#PG$j-0-+NIcz
ze;u1t+bjJU-du33W1pUW^2rVFZAEhzWzST6l3JuVZR?o{);|{*yy#DBdy!(RW4z?G
z{`tDd4(Gb+j(c*8wzr?CIjL;pa`>t2?ZP*+w_hw?aZ&i@F8gyYB>#S@l(yA3t72Om
z?)PGT-j_Fey#Lo5Rn^sG{>Xc=q4C65DSO4m&EoeT{41$4zP4$5<UL8*+s0P^>W<yI
z@#x=YmE^bi*_q<T*W&J9ddJ$c^{(#Qpd%5VRag2I`tSatk$g5dpx5)4^Q>E?i(jOl
z-_5{WfB!b?jQw|5cigdl9shtS=WpDXE!-QvvEA{GY1r#)GVj9PYO(VgEX_Gp++9Z(
zO{>u?S5#kIGU0?Z(}Y_w8q%hUGHb+Md0jm;&w{N;{z9G{`;NF4PyOi`%`@C~s7_tr
zGUt5H73YJWYA*jjB4adj`~F;oonNb64n3PPwR~QLJMXK6T{qWE=<@p?u}b)97wfSd
zZ^f(@7tUmjn#~!kxP9%kut=V>lU=g=Yx7lAB_EcnF6Ci*6zj?P{>Rg)Q+}=b^Gct4
z-THZYVa53eeG|C2*rd)}S#_~UW7lKWyFD_$)UT~tD6?dK<Z8Cpmo6MP+?v%U!;^6#
z;6+Xqd+6NVLf2Mh-tco^E^%Kgb=PxaSg-gQ?}Qh}ZT5uu#`CUl+9&+g@B3Z3dhbPX
zZ@yJ%1isJMetiCf73DK|ymnMXN9%9dw(NP=M)~aAt98}}O(!Cvb>^EzMmOpj+J3Ri
z_GUfbcr7fpPOr0c*B$G5+}RKAi=2P^I<9!#{f~E~HKZ?E&->l?obR3VpTduKCQaRR
z(fqpK{Kp@jy0)?Hx_V0Jc&KIL?`rncxJMU+HC_p`L@ZO4GZmC(>(`k3#V^|M<b^+v
ztJ&YaRQm8DiG#`Yd&G8~DBozqLbagoj<)Kr^K<0c^6wp-r+n*z;@qP<YA-yTd(`Xd
z{bg?D6Z!70f4BMMjUT#io6ROY_kHxmsxmG%dcErT*-0}ud;XmC&yjcUQ|}*J?R#zR
zcR%b@_V9eTUh(|*-(~l+CY-Cizx{V!(1zx_-ve1^b7(J<w_mW}ZQeV%lK7);i4r?|
z!*;Q+)wnB>)^u3nW8THdFJ-pOn74m#@q{-Khv&+!F8*cv?&s!^jn#GU`D5;X{@TcY
z`*VMA!|QKWm8+g@V$nDMd*>lv&pz8t9FfhD0bScSZnN@LYh)-X+jlN5J*w=)%bjhr
z1d``&xY{<$HE-7e1un<Z-4&&;=OyjPoMaMp{EyOd^{OL{aaN~dxi0S$KE9j(<E6^d
z@`K*t7v1*$`1E9H^NamwvIWm1P4d`kVHjN!UDrEZ?@5=`vCb<SI8Uul;m`eWN!QrQ
z+~3c0_wSHP>(Ae_S-<495tq@2KizZ7QXd>N@A@Qb$n4MkJoD5{%{j|&ZI+WteQ=S<
zdMD4GvT2!Wb%E8z7OqPQrZ<NFY(J*DKSuC*it&dG?z(+%Jfc6Z@6p<4H`&PQ+74;8
zl4HyA=QK`d=bmep@_>`sH0n8j+Jn@}C%&iG`h0)MA0Sb;s_4LplKGFPG;d4JnS5vg
zqj}i>^YRW;CX4b$#Oo*ZE39y27S1o|b94J}WZtTE>lCgFOG_CaNZAuDyOm>dv8sp8
zj3aBTlAbMYV$1Tl#y+uJEPKO*tIT?5ALVsMFVDHcbZRq`(3_oyeyzT$%oB0#X5e#C
zpL49|+w{+gDO$NOY&-X+C95DexBa<D`Q-bH1cF0sOqO(g-#5dSo$23fmE`EVY6mM?
zwqFpR?wz=@_oCzZYVNDXKcey<dR?@BuUnJ3vUm4Ar@9M=Sh6lpJ6ge=Db;rG(928b
zq9cAY?>`s4g1O{+^a`yT-FsVef3M#ALi+IYUs8GE>%Ns;=3<_>P(JP7p@44+4J#^M
zy_A1^Sg^Hq&VR<`?50yqRw%?UJeRb(FnbnT^k$=1vobYn*3Z0VbNIW-<xB2d3OP%c
zW~_dgwZZV#0zcidORL!1Z%$w=yEH4@nep5vu12#-T^X7`?HV#yPM#JX7QBHm^<Mxt
zw`JU&#utBO8;|KI8!M*H4)prg`_t8O>B)<WjNeLY@IT`hWYJvnz)f<_)6YVQ7MAOe
z*Z8abTN&Y&u{?hbGyALR>-Fz{y^sBWBX<Aphz)N|4Sv-06#SZ5@#j)hnq?cO^Zc$m
z-V@XxwfG#_J>Bix66<B|IekKW52~JRIXrbn!miU|if)IzZt#^aVct<;HO1#bcV)S*
z<vsJ_k0JN9mT)kM^Cur*l+1VE9V6)6|GD2|`_{Kbsm)PO<==jJ^8M}lXPd6HOG~bQ
zH~)s$`!q?<CWkKJM!7?N{3(*IPj6;V`5tpJ&-S#&>%G@E_e>M+_p9F2v*?ebPgHXM
z1@Fy0D&>m{gWjfW>M>wGYOE8q?C2~9f!9Xf2NLD~gde%kkRn-nuy5YQjM@8?5~8Pf
zvFz<jKlkR_A?_lU;<kxD-}dXTQL<iCZeO&&Z?fhZrad!{9@5(2&bGQ@s_NwD6Hnze
z+ss^~)vYu0t!rq?M4yhEyWfk1?%W)1du+Dk&&Ky+p^OFv-(TIb>oYgr@|mslK-|;6
zY-W}IdoF5tH9Zn!3}Nc#dc1Yto8U)}_}%W^wlh4m@6sG+hUbCo9Xy_&TN;9P$Sh3I
zWLf#@`k#-RxLzGNRJQ2l{Uf0o4-YVv?rbc~xXZMsY2RmsZMQWKOq<Fux$VKy4bDd_
zGj6_kf52$o6Bf3OUlOeh7-~y<k0ja&E52WFwUQw;w&b1399fGBl~c<uOwj#OsmJnS
zi)r24`H>1ea!RZE?Bi#+G=Gm^S9Y{1(#V_hRE@K#YJvQwb2Vlz!dJgYo3k2oK9zOK
zdbi%%<3`=`X$zb}R7_XqbMz|g?f$N&u>HvLjnd&fSqHLSnLOF;u*OX^s58mMiBT|`
z>8zcD{OV=RT7FEoUkhfuj0v5$dk@RZ4UQ2<+xN`d?Ynj3^tbD?=dYSHg-QO*q4g&W
zCpWd6XFaojZ{$tgA9|8|n5PQGZkV!^Sy)Bo<xZo+inXyvd{+DH`OUG*e9_?}J|9nP
zlAd_<M*bI#PNr##WRB|wuRbfj@z2W-zt^yv*gOqLU!}Hrlcne@k&llWXQ<x1WtS^`
zU2k_xn1Hac^H#HlJ&{S%93J>^EHdzOsxmSBXy4FN!uyJ|afP^k4DVwTD_@Q?FHiAW
zwxu1|s5#GReI4VX@)Uu-co)C_H7@O(*VCOAh$bEGm)e-I<8JAMsfr303Tj&oc1QM^
z{7A~Yn)maX8h>!w_lVot2YR2(+LhkICNuGp^2r<<Wli=krxx5OD6-nmpSE!Cf@kgR
zJ(uK;9h<iB_Rgeo_NX&8@dmGbYv<jYxqagHe%9$9P1r(Ga_$)Z)w&j}p|N!TTF3MA
zXW!lAw;}t*Z?;7Clv$Iz6+du1h{(NFu*$1a^`~Z>=Y#NwfP@#*!&9a7Pb7yP({S4N
z?z*h;;X60o_uu&OKztvciF)o|w=>eOwK=rp1Gl=m9oTbvi@eIWyoKfFk9S@cImG;z
ztu;V=N9dtH8yT{!_UUiBvwIWI(}erS6lRy(JmQ=CapqpJ#$9d<N2|C>C%ab4g|err
zdOc-6cC>gwHiOlEnfx%ul0zA$axZ3XVtg`hr#NF6zX{7?Y0=NM%ykhQE0tzOOy0vR
zSsPGRn=7ny+v4c6*p&N=4WEckntWF5l8#8D$;YJ@x+msz?`~S668f*!+oeWB<)~8o
z4z6C`-7a&NUJN(4o60Oc_h68Dnj%Y5jodoZ6Bg%%+}<)>DR`sAV<ua+QB7~Pn8R%M
zc-zSQ`osIL-&d%a%KVqNw=HP*!>HYbZ{i}KcBkFqWV+UQzC$gkYwPx}&ePLMuKZQz
zGG)!{IKf;!duoipjsP8tsRh5a_SA}|Z8zBcyyay1uJEl<KD$K|#aLfO-<lyHbxJ7Z
zoUXzbCXYEX!YM4piH$1-3i=-0ak9QEdC1stm9m=oFOy}hwHBXeY&w4O=RysBc2Ac&
zIUVoDMemk)hW%|T=TmE5RjgWb#K1E6P@jp(&080)m~C2gDR4&tkLs2EC%*noc<Fn%
zxz$<Q?*`vw{-mq<5_gQ1ZeCsfO>#e5+F38fziw?-=iOiKn$7yI>&zed|4)_Y|9ky(
z|Np;%oImd89XWOR|8I?C-Mo0!?SKAd%>HM^^|j;2&&Tz71sdP8?w7NR&$zF$RQa`C
z!g<!1*(^(cl+I<o@r(Q0nV0Vt*Rk53{kLMveyyLkZM1`Q7QOl%U;De~+!?7)4&T2<
zi?PYyJd|pDBkeuM*?Z~<?yAxTb>>#qLUSISnPvK~q&|i#_RYOB=E5w!^|wqIUpX(l
zSiSwS)RQEJ)4Y!o*$=)GN;>^>Qj{*Q<t4cp+>9y@GGiLGY#RDr9em+#&Z1s5VWrH1
z_M{z75$Sd3AL(*u<_bpcKK<=i;&g!z?mwf<?<`-?x9P;e%SxiUS?vq_rR{4r{FfJF
z&QM->>deO@S3ZhtIw^d;x|YW%Ej;4w<A*;QUnww7nafzR$!2-OqS>Eq8Wv6SnNXa1
z){EuH{H#V7-H^l?2};3dl6j+SuIoQ^Z417Av2m;M4}((zstZ_GT05$L*%1;SP-A<d
z?Y4Zi#L^>Q416CJC6skL?Vd8ZL4T9&CxItcQc;U+)?BY%WGmnP)9=Z`vhdC-fonyU
zY|1ISYK5mV9@MyM+}NJD?@qup1#ue=jvf5$a#HWt-4d;saMrh!fBkj~*7jFzb%hTa
zw_CUPFg$3~a280~Azu-YQMF5-%Z5cP<-Y6ly6^`J&y^%F9Bph@IQ7BjL1Rkd4W%Uk
z0bfrXIQ;g^s=C?h<8$_Ho2qs*WP5i=yZTL)zP+;>`Q2xSynMhsC&zd8Q|9R*pZ%)U
zy!NiRBK$m4)W}=rLZz+q+7*@Ruau0Y+9``{nN<GrMEv%q2Wj^OWtRt=^(kmwWc;$N
z)_t38*e?H~scx^I>9^S}^X}U$)1+x0^hjE{SyNGQ!F)z$|AvEg|L@JMYV%x}emb33
z(Ljl1s{6ImidS}v-`<lKy7Jxpx3`5_K1=PNuW;q#3HOx3o39>E>WO%DV0xXmgY}$H
z4)2I7UhQ?FY6_}BUHdJ?cXV-eCOg!gmhe;Imi=_(=9yJnmPMB7^$C|)r$(`@h+lhI
z_M$9fJ8#L##`he`cXuWxyB=A#)ZA~!eBVjds;Ab5hPs-ECe8Ox%AYvXqV+Gkt~gWf
z!kT8kIep86*|!|pro4jXxsz*L(2Ls|f_s-<-PqMrv*^yI#fxUenz&Y#-s{=ivieT5
zVUcCwf?OM?qHQO>_T6zPXT50sEy^-P>dUXpTY=t>U$cKqSpK?Q&~#dY{O6-ao1bO=
z^!-$&WZ6)??rzh|pscrF0;*b;$xRS1xwXyUsp(n+j-swT(oU7jC$2kovW<n6>t*0N
zqg~(F*KMqytXmNMB*s76r}52(tGP_`lex-zM6N^_g=KR2+-iCDOd=;+Fvstbh{2(r
z*x8S6aa>$4=eze-x2>_<XPZL{g9X{Qam($R=YOs2;LFC<%12En_U6X^5t}gKf%OyD
zGnT4TZA2_sElgEgZ)$bC+P><}w@$mZ6W93fSrt66E?Vp^%<?#^Orq~M&yIc5;?_8S
z70J%ITN1Z$;!n->+Ci6#O?B2kJ)3Y%;|}}O^~V)9Ze+?7JXpT*z$LaD30LBn9d@TY
zNSLuY^2yqL&n3j)OIx^_JghT1vUvH=6C!mS?Duy*^x9yPn#8tcZNrRRhZe?v$jzVm
z<n34CYd;yX)lW<RbID%Lr(%_Ny=cKXjr(t|zB$z4wO?&k@9Z_Q7wzK{-}?CHt(9GW
zzv=Jhw6_Klk=FYf9!$R0=alhQpzGD``N?ksZl!sv+N^Wy)=`eXtKsBkH<5RZ{+6<$
zeeE_mZ+|4oFWh?hqDkzAvXtCChi(Zz$$cx4-F|A9UZnM^l3>>Z_LuKSzO)oOJNJaq
zt%P?juBQ91-wBj{wr=O;iTlK-3oVO3XH~gyXR!6d9Y^nc{3^PAhPC61Uy;S>Ii^83
z{z=VBH<FxDb?^%hm%PMzw;46Nq}F-KnoqKGmSK7pc|N41x$*1K*cc)A_8{@CCU=Z}
z#pZ?Z?_Y4%wBW}UxqWjkPZitTv9dta;CiOx?BbmT2X2N`&$+HC!MvqJc5k|q_2tMc
zrjOmddpdv3(|yLda58sOR4(_q{On!c0)=j~cNQIQ{2e+$?{X)@smq}ueXsr;v|`q9
ztJ{^detxcT(VwrLJKtF^IcIOFym-~eK-2d#k|##xnNG9Xu;=;IyrkufIcsX)u5_L8
zm0`;Qt_;SFqGxu+N9mQwXX<M>7EBJf`QEs4!k-Kqc{$$+o0s>$Rs4ME;O~bWl`m2}
zr!RRfa_({A&ks%?KQT?s{`79z*3zY(iswV)Q{>P7Z0;1>Gu`l@pt=1F?xu>BZ)R=x
zZRWIHDpbzwzOn7rRjHH{*X+J37Dg@-c^0^2!y=>SesdRF^`$#kg&nQ$J)OgG<TS5S
zpd%m8VV0{0zH%-$x)X7?@ZM!E(}~e57$wEJW&UuB&kEmO%-yfJT3PH$W2zdL)2w~A
zn~G*Gh_LKy{-K|CHRPC|ahK$-*a>_h!6qkC%1l0HiZ?Dx;XLK^Qn+a63y!9LE83)9
z2F6zFvZsFFoXNoVHLWtzII&bwU-P{9Z8fIovumq%sjpw(SZ20hRnvppvCPVU1&*=i
z>?sYh%{4VVeKqXow0_Un^yqhP7o%nsynn_fvcKPO;^~=TybAkvtWlj9w&l`K?Ya3!
z42qim9ZU0_*v(KYH`SbdO}T2q_hlNBkJq-G`fc9SQ+P%6v%~s%O<eJsC$x?F=H{+W
zopZRJeM<JXqdMoxM7%pM^w}L|Udy^7{@~sC@@Q_6?{1lzH+Pm#Hj}*<b)Z;3|GC}O
zr~~>Bwp@u?z$12cSMlC8n;j%|Qdktq#6GOuA-v>Q>A_2_8=Ew>Z!DX7iQ(nWGi%Gs
zR$Y6=^-An6tK+2KnrnXSn<kR|S+G`zKcge?sq4x2++5ZLWeu5@hb7JgoLe66xS>z^
z#i>WE+){~)cYLorp_!+~VKi%5*qh10BBB{rGPOUv7Flng=9BT{#s1mnL_SzVZ+RJZ
zfpyJkzR!xRwk5pX(#sBua9_*dIl7du`niySuAxM8rds@pg$mNM(=E=Lb+!i8)q1ri
z?hy0bBlc96T_hpO(<<^?{<<YvdI`tw%xc@vzSrdd<FemUBC!Pxu7VDiFF)A%=_p&Q
z>!+>kcSCEYOq-aU5^&%pSHHsYsa!sb+Wqb8+G|gjZe-q(nYUFp%_4SwLAj8QsCB!m
z@SY%^g=gJ&7jcxv-L*(Ozhf(Nq1EhXvrT^bCSUV#<v02BWYe|C4O10(R|J%tvd{`y
z;UvhcdsT(cVZw|Hyu9jsSI^aO7|Bg<yKSkUvi)t_i^OUCS46Ylo&GA9lgyvBTEgJW
ztPRZi9NF<f%3ma#w1bvyIIj}@VT)Sct$)(j3O^W@=ChtS!|Si$*?4S{!F%y34=ilf
zT(f^UF>J}_+dfQZE`O<$o^U*)pjmXArR%flK0A)h-tKmHh3U`LAEybMDd*lTzrV{f
zzU<lRiP7tJ{Vtx`BQ7i^>FNEmYhQ#z)Y`Nf?rT9#zf4~myt1&JV#;H}mL`9+cctyd
z+}wN-#qf+17F(ngXNnu`c%Ir@S+rhJ^-C0A-I~k|SK3}(J*IfVqPZ%{v&ynX>ie>2
z^;ZE)X1u!W)0!(RI+N?SaJI4^lbZXo$1}J>?kw&8V|v>y{_&xB$8P=wmsdx8{M=f{
zp>20)&UF#bkB{D+K43X7{0;MxA8}&kb8Vlot^a=Os#%cD&m1A+2Z??)hU)vIU%#Fg
zu=PF91L<Gq7`{#aHH|0XQ^Q{42LJaw4;UgJAK7o*@Y$OA$6Urg=NSI|`FM^YE|}%F
zmvKXULWZ4VXZ@WEJ(?fmlQQf)JNN6T@=DdJtIlJ7YN%>=<FdfqWxs_~<3vP?60N-U
zyjkVZDW3L=OEpfeN?ld%+<m{!^Y5wzRpYk(n8qvV+&Mj%wOP8OP4`6Llpp)%J*)iP
zI;G<3@%|-8&NDr5@cQFy^7FEiYTW(FtNItQcsgpH>iQka(0KQUt<5hL)wl(+Qz{J4
zngj`M@5r9Bl}q@uhF8t~E8B0^h}o`AFUfDX*L|Z{#Mg1f=ji_A$|@7S<!(HI7Z!*9
zW7=rI9I@xS{ZY@ha;0^DLIZZ47l_hdvFmz?v&r+Tt<3KZ%=-OS-NeTzacl0=`@A)O
zmnHl38qT<#p||1A3g(|l@8qUL8$|e*n{V@Yu%?MS(ZRGj`E(R>;|<RnCUqS9qPf1k
zZ{a!HA<bP~={)=4%`0u{$ErD8OQIG`%*#46FMr<qRhFU7|EC<9eW<6uVRBVm(kh{q
zrba*Br0wv^@@+It-oAK2JcHhi883b@tp4h`D7)sJ)J4&gWr`O|=a_3ssk)bZHC4UD
z6};C)b|%*i*@7irmm6Mc-4s?hk=U=^+3yoxxJ9Zi#`ed-Cd=L3FQc?>s;z!_v#+nQ
z)m{3${Na*Ry{Hz+W!mM=D>v8n=qK)CGx=lfbG=P>P723##u*nX-9vxvZ+da-Df@=Y
zOczCePks>)EOFt+Dvy#>UGvZ@o$7a0cRB5PYEmSa*0FBt?xbrwD?~1Cy%PCrLhtnJ
zzf^X8+x;~otL`}8o+FX-jy-VbJvcqtD<<t;hAQXHh^T<MMO%VBO1xgA@EBEyow=)_
zA$ra-Mz(y5%@w8SOX?rPpHICiyy@}-$HLPuIf`%2eYEDv)hA1{AN@Hxd1=?{4W{Sf
zi`G}&`SQ4C@jJoW55Kod9^CdgabZAy(OL13Qvv<YMYiM_{JOpE>(aYF?s2WE{IR{s
zs{dlN<KBClPa3y>E?#N#cumh=@zarC-Kw124TNUu#){u9-Q>d3@~!-yX4`MpH+7;X
zPaU1UziZJEofr4zA9RS^y#2IQUP6yWeZKw^0o7l#y7+u^FS2y;y<|RmE%QTUdZ(r)
zm+n{IMJz8GI6A%SZa;aWvhB0-(;rT5Z=?I{^^ZU9xwTzpyM4*ZDW?zAt?TDDyXIdy
z!+(wDvA&-xE^s{WWMQ0j!aq-T={1p%#nY9#jtN{VQFdm$#-;2s-Q&jnjbCSct$w|b
zwJ1Py?#WxnIIb62=`IsFvgFNO=0g(#_uaPIQGH?d-;448zUb}v9Ux{{UBxL>#*~(5
zBrTH0;VSQU<E&!5cBo8(&27d|?Fr86tv|PKKYw$gjK1TK<wu0~Oz4`xl^Vh7qAz^-
zgiWg9)AQ_W&qT0XHFDNsykmZ5^>;%{vG~)+QUjQtY<E>&CS0hcb30}4Gnc2l{?l(=
zEh$m>deg^|-)FarVTHt$WqnS`nh7U!LnrA?s$aDrfcNcW-V3&6bq3#$e(v`BU$fyx
z`%l&DJZUn<P79^{{8uY1D!Ni&$as`nYmv#ZS2{D&4>{~~KR^9AU!G&&l+QvD)v5Y1
zX^{$Zx8GJfsUUYevBJx?<J=B=SHB6Xc-l*!%obvqY99ao@1KKvjTV046nxTk)o9PH
z@_!7I4G+1b_e3rGe(uH-EAH!>2cNEI_$<zRB>eK>89Wt>Iz@Zy%IBK!e&565|GlJp
zgREuwdh<}PKP!zKE^LmoXKFCIx3(|3<)nGW$vL`F_ua01SC~Ir`)zI9nc1zn6I@qE
z3S4b%7y3C-)Kk6xL4cF9m*lB9_a%i!Zuf#yc=%KsjB=Po{}|5TdAeXV$A)9P`cqnF
z{4=?5$I|f@(~V1Wc3k*e);Xo_E}NC#<Gh^#64@c@PhK4^OzC5Z;hQrvFl7Sw+FM1{
zR>dhdoDEJ`^RMcbQTS&4_Vw>=T<@b>SN(mziEC@!@~BoRcH=O`rMx+txlB(#$ratV
z)~WhIaoEBWTYnb$EUJlat#1genE2<c>qGfl%p(8piYc6D-p^l<sbV7Ad&oX<kI9Z5
z8`mz=P+0Np@P?*NJ(bI^1WV;#ns3;$WQl>k`Mh}x!{;BIC6syNW4+NC^}zG2f?xL(
zs<B6L7R>OM&fTFcAH~V(w{)q%h4mk71HWqBjOA+!Z1qyGJ?Fi^ZB5*&s;^OU4>mFE
ze%A2mqvq@vtS=`llgfFf(Q+_E_pO16ql;tD%_RxbJsH<(OJ1@**Lg8J_*YSk!QGs`
z9Vh+s8}I&V(YnlL?$+zIEML!i!p+Np@gI{s6}Nm9RCV2OKu*3=y{oP6x&BS9m5Ki{
zm}a)fI#jRsVA*+I?_jpnX@%LllH06z?G|cT*ql;hv^-iz{J7mLk!waTHnsMAYF4do
z<gq#-e(v+lyABgHf2ghKn|4MgbgOFT?I#jG%N6={rthA>x%XA0!{h*s1Va^t7vJJ)
zFSu$M9Y|ICG3U03ir>?ML?*AyBPSRoB0t9jFdi&7i52urXI(X`B0ZLA|D3>}RM|<7
zVk2s-vRn(beU5KvmYI@y##+1Fsy^Z2Y0<s;%g@KW$SmRA?!f!Sxpb51_a`6gqkl$M
zF4jogI^*E_1HzkJf&(JdT5qn4yx+e4^^sG7Om(X~A5E`Z!*b#ci>+R_S-|~?t2Oe@
z-gCa$^LSeBzP)Q-eB}6d<*}}i+^g9W=4DSb__dzp(IW11Tc4iFl)imgY2obqe13f!
z^0OxzoYlRq<hb<RIx$X_ip!gIg;LT44*n|H@5&^~?(y~9l^2)FuV;r`^<H!7ZsLl@
zbq~I8;|*I`zA}G<*M3Egtx3&E9UAT1?lEpu={(@JQ6=-C^0Jh(&YTN)qE}Bj#c^BO
zJLvA_2_-i53%nkxp4q#>d4h|S&K|8*Ii)k+zJC6??smC^ivJ&9ExS1(F)=(`L2t9_
znnQy&?)i0IMU>q%be_6szgu$kq>wl27cF&cQ!mWo?Gl;#X~o)3-@Bzj0bfqPU{wBn
zM>&*X!Lii}>d}dI0S0@OUYT%L&D_BgHsidg&ifO_d2CmvT-Nw!ty8hKNytSaZ{~%~
zj1!-|@&2XIvDceHWqRc4tJk8U!{P(xhTKUy(G;c6z#{c>=8hGtMjM0d9p^pQ-X5uP
zgmJZj&XtGTPi;<&3y<r2_~!dukuy0wzqMJOg<dJ!FyrKvozA)z@j?n-t4dmxY6|}!
z$u$x-KWTDLTjsEtP`<9`1nn2Ot3|f07O{1E>dmAl(C7T^v*@cAEE7&HkhrtTBXRoe
z9kO}1FE%oX>Nk785IpQ8yCBSTO^xm?18MWEX5~)*|9hFY+!xrlD>%9Rc~$V69e%xc
z|CHsMAG!aaEkk>4vT2yPd*auce|!CIUcAZh;{KWdXGLc=6P~iGvuq5{91HX9ND|T1
zxSnECTC8!kz|T=NWc_U4a{GFh$*0c9y%T-eRV#Fyd9B_1IKOSz-uAHZ>=OxJ|El1;
zMu|pP@1lR2CtbNK-`(^6_x{6|L%Z!tZ#=m4<Xn!_UMArR##I|!Qv>1*K6SmlGiTMe
zSC%V(E0^r;y87vNZ{W`AtCxEN!;4&MRpy>CnR963$Bp+SzRoZ?x5IFienc0mZLZYv
zhT~>#Usp~v>%M%v>wKfKX{+a)dHQdZ#I+V{l}Y~GWqeM?;+)1Rw}r3w{Y|sKnIFdb
z>rwo?p8MBkCH|@HIn<bUboUkTS_H1U7Iud;cp^6nF23-Y-LbXSn2SF}WSej40x8jo
zvQ;NGZ@!rt#*}QdrhogL9bdkjcly|IJT`6KH9>=9zyA{Zd^V>w9%U(vH>_EFx`)lI
zWTxxWyH6!IZoAKPqvW8$uQQuiHf4R0O3%&>dtY?<bm;^e!@Juyo3<=xf4ze@g8$gH
zFTPdTiN5FWGZz*&SuHCs+h#I*!ul!Vn!afwQkz=+{x_s=ZZ>+lwLYyOWU9lIU&oV<
zr=Q$>+9GVObLpJw7auHn^Rr_U?YhfO3cmcjeO|eX+2K;5ko8=Dt4sx7#=EtC-P3tw
z*UQ(TH}YQ2Enl@^(aWFm@sa*o!D=fvPOsm<#m)O{{(VPo@Basa6D}}2@Ao}>LtgTi
z>YLPs@v<xAg?>%lacSL!{LNfRFSeKcwwN_LYx=KCXO8LFUOIj8-mNcR4&Ro2aqq=j
zzAgIy^~>3}o&Eav^~YG7e<I@j?3Xl>msR{(B3E1f@y8ja?>irT<UH%{(mf;Tevs|I
zg<YS@R@aC3*Zb&{1ibp#z3O;BpOM<Nb+10U$oj8eDJTE(q~h%lyH_9o+$<KhKRDpl
zv$9<x%WekR?)%1GbU}rO>GKq;|EyOZ-?sC1-2464t<C$a{)gUst-b&H^mXgK7T<{%
z^r%s9e7n*`gGI+J<bq6e=Y|XB!ILa3TrB3^FPZqMGrfA#@fx$82fwBD=dO2IanX%4
z+hr<8Gv688je8b$Xoe}R$<(Npo%mArpX*eP_5%!dyM!J#Yc}?WDb?7h7TkNXPr1T2
z#h3Gs*+TmZYqxRMM%F#&pJ!aewtdnu54DCQXXmdEIZnH7cw?}_-iAkR<-u~LOWrYo
z0*TXKKK(AY?sC=KD|M%~OT7>b|Jo9AL3ZcT0_OnLeCIly$dV2250f~uq-4)M=_oa=
zSnyJBzkP*r>U#ZR?t=TtsZBGzCE~SR&T5vlZt&69mNS^ROq-*LZ%OW=#1Ql6<;R)h
zE<8<jwt4XW-KR~~auXJn%wlI|S`oWy4d)U6D^H&ucV#&y#(5~-jdAgleFj$YhEpY6
zGsIba9&OM+GpnYLDJ<;Z+sMg_CcRnG&}p~+{NXzxDYg3P>eAt7WVvpXM7uKzC*4Tn
zl2{zAk>LCGo%E(dE-RVOhhA(G(O=xqX*s!YO;mf{!iGv#wwH|Smp1esUcXQ3_`lUv
zz7<bOT-I|ge#O0Q#jC|n=N9S<i-`Q*7k6-zRqBqL9`Bc#DXe%??LOh*-0H8A0_PL=
zzv`=7pJQtAx>7Uj=JzWT54AEGK50Ky=Wu)7Ud6vlp8odX{im9G-*{17y}@>yMK7w~
z{pHMfe_s3d8_wjH^|Gb!FDL#_oH1*It3^rWp14J)-uJP*?_;U@wOg4n=KtM^5AIG>
z*kbnYNgvDnN%ennPTkvMEySTA|7foLk9Qs)9trq_%ii?;eRg-<=XL*s?v<8jNVe_Y
zwaomCj?(6>53Oug%(!N9NcZHzBKM8a0pIQ&-SSQB@~c<ho=1Jz_tS-Ik6qfn<rCcY
zU0<Z1RQErnd)~Kg`deR|OxXTj?!VM2rDyGV(_Q1&*IAs}{6*~Vi|yZi#cDNp_MKSt
zzNz;~V0T@L^TUend)X&$>r^E*{rShS_WO-R{X5Dxnt6WwsoHJFVZs;p)!&h;KX%cz
zMg2w9JERoOU79QQ*Y#7k>;IhRmH8Lz-(C5h`-@e(Ugi6N7vH8fTc5A)Q+;<}x7GRI
zX)$O12(dg~{i5`h#)K*FO6SQ}UY_e#u>a~!6ARCI-br6>+~nv?xXmxJf{k_Sa@+au
zv)?qb8&Al2-MaXC$mdgHDH54NiZ7B~n9sgv+&9}JH{q<;@>Q8)TuqAgCnkQmdqKfF
zwW=~iMbUbF>HU_S!Y|f!saj<JG|=90sK3K@gRHbf?;Ad5wicGxEw3&d?zD^GUVXXT
z`lX}(ME1x0*MrY8PEnmL7IX33`uy5IYy0<q{kYw3UZT#uUlsqNzkV#L{$~Xi%Bw%1
zGBafFx6^7Tn-|_}%=`bybCPV4(Md~dHP5n$BM&A&k(sN){rTZV&qbSl?C`vF?YiI^
z{?3LUFM@t8)2iz}wRi2K=iMpx(MQh<?<x=f_&9;v-7W8T$>Ton13o_<ul`Z`wj$xL
zfqbA<yW;cD$E#LY%FfVt5x4s5{kc^osY1W+u4ws#{!`+USeGiTnJ3GyHtDVW*9MQW
z>8+m(uNm*UE-sLxKlk@OO_i(5&pb7Dkol#W;XUy~;=icZE_HrYJJgSxf0?vq`P-$|
zSASZjay?y?=2iJGX@ShF%66fn`FfqPrRpi7VN$LBt!Ar_oV_jd-pBm%HlBCy(_Nwq
z4xhQa?CGt9mAvzfI@RA51^S%m46IdMyKI5^;rP$aTmMuoulM17&$!OB`A*jI<v;7@
zt`d3W5)$&o?aT$n3D4h}DF)24$^J8c@|Vk!_I$h5GZ&Qg#m$U<RTjF*+TcTq!O5$;
z)+f!&4mr=!{mwVPLE0*B))SA21P`7SDHny8`#$a2;^zP4$mP1=E4{C_9h-4)<NEto
zUgWnt?a4~NHLJia;@pY%iPw(Iu8Y<esN0-*Z%2{a-uZe4Ara?1rao^u%J$rO<Fii>
zzCUW|F24O~SI5TlQi)GD?RoX{d3VOtsNUCczkYF*-SS-BvbCl?Y~|$3!W#biOG7Vt
zon0s`dAQd4()CbB@lug8tp%ay*!TI#h9<8o=6`b~aFt!S#m}nFh?6S*2h4P*7FBOv
zwM$2ICHv;=m21*2a?Xt1q*D6K`GL`S`y~o%^*{D1Md!6tPds82y<g@`!lCCg^_s*i
zRToS(=xbv?^>o_8%l2uXDk{%hY~x!}vo!N`Z*aOwndW>3=Q$G=+nx!#S)%C~$m;U`
zM%L7#jlWYWb(PdtEIlf^%PQ5~|M3OK9I2w?zke40_9?k(W3W2>Ti%Die(SHT?0S2&
zwe;nW1p6Ak$jz3QWnB$3zG$C#BRfa0bkj-xxy6oZeK%FyV^(+`<dV6y@}WwGu;OU}
zmAP`frXu_^KSWe4cy{flQpB@;6$uIFLe8ZaDax$bxsyjyx#xEr>#3Y5ubRn9R;zA!
zES5bb{pRqEobwBBnx2^J?KvrXg5k+3KHu+a_I{P<Yg0AZpTEqh@*vCIRkOE#{VH^I
z`Ag&4kDpY2YADWcj1au2znOUkbK8SShihKX@D{X)3OTCZc<pc<YlZE(#fKZOX`gEU
zo9poEQDfR<2i3!eD?}DPUG(W$%$Y@#milF_3NCkVUsQUzjOFW!qAHWZ*xxL#S~wFb
zL=@Mqw7OOkzhRMkK0`v`PptyIhQM{nroT=zT5I#y=+#Xy<=Ce$^6og(N2W=oa#uF(
z4eqrqJe16^v-o){TcRRY;0!7A1)F}eD6b2;CDAvXol(%Nefj;!zn8+h`m-FLoH^gM
zRJC?d=!4m2S#>k2UDcYpMLAc=H!TQQcvI!bZX528Su*pv-P{ykZ}C&i-81uTluVs)
z>l96^PVMg5#nqQj9=t4^>cDo%g*_s~LGkNmt3?xD6*IJ!6l@Z9T6g*MVi^|4$9LKC
zxit61`WG>WuFKWVJF?-}MY-e|%fH(kJ0kqUuYY49|NA1z;EVrC5?KGte`qvMZ}0Kc
zn2m`g4W}d6J#<$;+L$`M@Z++xf_je~_lE7<KS{Fh#>Kvc8T{|$UN$OuoLbd;Na<jY
zr^m&4c`31chL^+d3atIkI7jAuL@nQLjayNP28%MDzu9n^S>$buMD&6Tb6NRcDS}I;
z9`gA1Wx9ytEOwm?p42NVSi8)Oc9)AfUb?w#a^;Dh#-AJfE-v$7dCtAaO_yENQOSLu
zGE>RFeKTeD&g7YK+1Yi%GH?3;7SHloHXpd{L^Qm1XDPTwXvptd&K4wTm8<(@j;3(!
zdWSRa>lQ!PmCRpk!=@Wyr0>&qJL{xRID_{wcEbzH_hp^@a!xK{L&}qD>o=!ZJ)g+<
z>t?r(q~hu7^E<buSe4(<)|t7nIy)-g_x0M$lP~jqwLeGfG1cY%%R1|t>j(colYV)w
z^8B)Q(TSV={>4F>3=bA(`UR}2Q9XN7`NZ}gm6?97r61nUR#6O`q~3X5{@Up&vpki8
zm8_>0oL3Rd)jt$x=ILQlcUL8I^A+>zIro3c%m0`Ev)RTG%c+Bg#GX26Y++%Bdg|cb
z$iBy3msNhvTYZ6T(E&w^3|8Jh4)!JAg}7e)UbwJo$M>b%>x&icp1s>MMMHD-rgJBm
zWfT%s{SGFy@IQNYw*T4R{geNGe7$sw{V|ql?~Y&D`~T{{jNL3Z<(JRb@4F`d_mi{r
z-3|W&XUV^nSa?18w)|GN4ZjV0KBlzYkYCS!>wZ~rnO2?M@5f&c{NM9quE}fFy1gd$
z&(xC2?EWqOe=($rY4`nS$17_u<n>)Qf0BD+mV9Yn#>U+%UR!qA#>dwGE7Q4iD(3Qp
z+jlLm{LT0fQGK;Uu)507<9+k@{qg^fpZ@>**M-^6IsZ+ztQVhk?s;+jt6A^d|Npwa
zb6(v(-mlLN{=fhK^Cm;<xBtXGFg<u3f0{vU%e5~RjM40OH}oG=toW~B|MU36bm{$1
zOZV2vmDVmw_2@nu*L<kF#eUB7FG&)=EXv-u*J+or&hRm_=Gn^-k$8gf%Sz*==Wn^Q
z>@S(~u5x7~|I&E%-x=?ZxGnzm_U6LUze!v&yYJ18y|kcT+Oq$PK<=(}&fi*V_uSuh
z+L_h(+J<ELQ-3}#YfG=uc>eX@H1?e=1(IvZ3#9TH3bz)V2)o7V<@|X4lRfj!#h<K<
z-TrWObNHq`uelqTYxbFKma$qN(4IYKVW}+pZvEcUFLvxvr4lPYFn*Ta>G7tPJL>t&
z+DZE#bjr4>9=|rRp|$mH_;SsD^EDB?KA%1a{o3QT%aFl1x%I=Xj&<do+83`p^<K<c
z_#*pd-1X*%HS_Lmn|giiy88Qx?|wxkbZ@SIvpf65@5|>(G@Wl5DjUn+_%Bhr>*l=s
z%k!^`*+eis-IWn<5aG|Y*_2W2(^H{uO`?zb`93rFO*6N+kv{8d<7}_T8H*X_Pv%{*
z_8E86@0_ofZ&`%dyU!2Ht6uWY{rUw9ri|pY>M6(GTx8#LZk2v&rTw9~OMY4HnDg+F
z1dqGv>4F&EeTwzo@6TU&(tkT{cYgDSPj^ZVY&|qDn>lB5;pGqCUVAf2nYY`0-1m|9
z<Inj&zV`q7`&jDa>>p43_e9n=&)?D5ZeMtt$^Nyl{3VNfKRR!RU${`-HGfB=LEi_*
z+Y6JUj{n=|zvuk@&Hs*^o%8?g{2v+Kr-ki5eiokVEV%2$#YU#U7J*$SF18&~<TUti
zr&(l}XZv~X#O^}byzZDMHxB$3zL9djGiD1X=d?$8Pnddso$rom=>E9pglp|w<+rOl
zZ|-|<|MvEiId+$ioQXbAC@j3a=k8y1`KXs=A96n~EBRRJk^GEFTljL>lCqu--OBf$
zC*2J_Fm3X}`4iWk+n~cKqNIG*Dx&E9t4kf<?SGkUeRHgE(?_xJlYdqe@w%4y{Elx7
zzunL2C4HpnkwUL2U*#PIn;h0;yI!W8&-Yr)66T%!o-a`P$4B~uoB8`f>4Ie*&P#i@
zUMjUa$hPHr{dV3H67^Gy%1Z5bNxAbbUsW4*`ncFK9>0Ho9@;!nnzi*uLw82<YJ*h!
zTfgsZls|rR{sW))2_H`M<evFARqw)%zH*6EoH0jO=hiev=N*|K_N|&ZQA1sRV(No8
zf7*IpziM{oT)=z#4f7&{>R&VW%`ji%|Lo@*<J6zaZ>rCn{d{x2(^daz)4Mp;9u%FO
z$ouj8^DLvTo$Kw+ivF?FioS74TjFTy(#Q6x(sFjO^9ABBXiL~Hi!HB<{j$7Wtai`Z
zvL)8JpPk!Wc=SJKr2h&Inx}YVlkJhtgKwH<Z%=-``|HAEPbHeR%L#q*-R%@o`jzA3
z?B>tE{XecZlYdhFv&`ZU@7;F&XH!3i$%oI+{<re?jykU+4_+~~u^*~e)v^2iw*G9@
zi>Tedc7=!ft(_`WoPGCQcl15Ogoig}kDY9}occbb!jt1mw@Uayn_G7b*jBp59p<W@
zz{+HwUNb!{{dc(0l3YIFu+z@9Jx7n&tF#MT3Q&A*{_J%T&*ZfSdzYN6Pg+!N`E`9q
zmCeIBfBTul1Z@=3TMgS^PhKzRE%rn4-(k!AAB^0un-6be7XNY~J5Kz;&Vor{)pHhe
z|Nkwz>w0Uw<gVqFck;J=FP&d~nA?8x>jJ;`91~{pn-o8PbmK{Wfn}1Ce{oYN!-2$D
z=A5LA97~Bk1-p;%8MPUR-ZY*rZut7X13%N%FK6wqTFuz?{c_n|<D@pr!<ChRHvJ91
zCahSpX8r6Rq8f4@CweBWd^bP%#Ogyq&+WIg2fW_n@!8Dhwgbod*QbkP*RQ^`vxQa5
z;Y70k&z?kwzqh12^W<#`vwQh1j%0{^5pr0v<HkoO7p<m7=HruPH+8opXfAk`p1=~?
zWbt>}e)eZ_yl1kV?3!jM_$RFPdA!T6-tWo3*(EFf|4@^?XJUQc{@25rdF}R+yX-~G
z{&+im7gO1?;^dZNAqFMqmlz$eQ!P1v!tI6K@m&@(<Ue1vw7wf4qS>l-a?7-Zzt?#N
zR9)D)(DBs9+iUOW_5ZwjVXu4PJn>!g?U%V+|8w_Cuk*s+N}5qm1^cdD=e>71{HHkE
z`{jk~zt=plO~0DYbFY7n!B4(>^)|0AKClf8+}`xvZ@R6_p5-4tF<!gpe6V_ZwR`+t
zmm{x*o4&7Sw>13z^4-t(3%{iNZ=B0h;KsHsxG%V>Li+dDLvyC>mb7)4VSnz$N$t3s
zNnc7bZS~%4v6ym)smtfX<<mRfY+Pw+xAD*;>mn1OFR4oIv3I4PzdvzNzDK4vH{I^G
z`j2PkzgUf9v)Bdq?Yx;Te&pGfjeSq1_-*iG-XW2sSh0RX+a9LFZ+>s+W_pyZyZeK<
z`8(~vuGQ8~X;Qmpv&6h$m8m&-e)G0g+i9FS84fp9+u!ib&wIW-cH^{pZ&l*GMK?YF
z`nuJ&Qc(Ei%ng$d@#Nm>y%~7)tk|9<imhf1{`XZ_4$n&nOW7XW*37q-?{542Yi0NE
z^yj~8m;ZP6?~iA7HO2Nh3I8ka^lxwdFC1((Ur^6(-X_V*>$J??i|DnnoW1fkA+78E
zwcobNna=;zrp=G_y!E8$LGKdZd3Wp8GM$e-->;Bq{B8YryS;U-XN}LSH(Q^2>CdU7
zZ|^?~-*Y<m^XX*u`a^$;-rWAfW&Ss}?(g1b(^<d#%YAnJ^`ZY^9k%EFPh9&fSUx-c
zrup+CXB&f**Jp2RicCAWYQIJFeBMp>C#<dS3pwn!?Ov0wlKL;v&0mw{wlm-SrN*mz
zB;PRl{)K>|ynoiw^Xq?1-Sl;ve$t<t>F2~xUb}wLl&?+xx%u|$eYfwO_bzU9vEbaw
zdeCL!wf8G+oN_i^wELnPAL6;{tjU^hOL<qCY!Y$WRCHpps??oRHxKC6Y!Eg*mGq5s
zsc*h0bMA#bZ#G*B_?(-#A)!0O>}t-NKW%TXMAh(dyX(YGn0{%;Z~c0AV}9MYsVo1t
zYVcj%HUDS)zePOUZ90EME`Qk^J88+6zPbeG&vpWDzv$NQvI{(2$6j;p{-@;|)Dt@l
z-MRipep>$6pyJQ>YV}`F=4PBZ|8cLd>Dj6m_ND4l_uALZt_$`(6YjC$0N2mySB}_B
ziu<{))3WyCms1u$%`^W0iI}qX!}S%4f`M1prJN1yo)h=-<gUYy@>d=1Ihb9;`0sM9
zPJobSW0cd(dD7pUCOS>(RNIle(qIQW>*b=TX4|ld{R`e7tiGV(|Dtnl>dYB$Z@#gf
znJn=C&Qf`%nG-Ha1^cu~Ouw?l=i-vw$$>{q_8YEfeg5I5UXZkX!OqVUIrb>Oyx8ZU
z)248Fg3gVb_Sd#84&1zx$NqFOTNjt@n#-kodn^CmoG?#NKwgHe(O^%ERK(G9b=!1V
z>aJa_(Q@APihb5UXSE5pjBl|Vc**fgbeprprGClGig5Y6%BPzod*)18$EFZ_mcwtS
zZ)R}Gj58ZP)UJ55oWCe;H{0stWjpG64&V40aQpPE^eW}K{&KU8B|AkG(i$U5Dr4R!
zzA$>UUg&`3+cj6$cD)gPY|}p9_oNrYl62=~i}_h%45ek(Z`=5O%H`>&jz|_VZ#KXA
zN&CC*+Eo2N7t-wa_I;f_(RN?nx6?~sJ)XVy#)eMckW1I5=Dtztc4SH3wV|_$GxU#1
zREFIQP0>8H+b^awOp@<-m$deao0qnc1IIjf_T4huCtmfnY!X_mANh>^%U<ig%?u|F
z{%tVzJyJH&ntQ>s{;!)>&v#jOE@a-P^UC4=lGd$n{$5uM54KTDXuRuO@bmJMS9N!!
zTlM|d&3n7t?)HgY8cAn=TFklA#r#I@_Rn_--=8cCbiZL+{O_Up&ZxEg^&NLV@A|-h
zxZ35f_r~fptHX2tz5H_5OSM<|jLYwv>f3{M&YW*-W<A5UYU!_!Uh6kcVmSS>ciYB>
zg;TxaV*e#*PkkDx{G-}s^6}3v&b<A(@WP`|*Np1jH+;^;oz)fC^{DFe2HOvFVy6|n
zc@x)?zlJeJ{V>nAv~2g^8`h`KxnSjZ!%phPA$7iFamNI$;4k*KYl7<k3)kLry~ZOh
z*`)2^H+yzZ<qR{GrFU1!Dj2^|Tl?Hd^Oi)p`I_73SGFHYl9+86S+02Wdt>m4i)E#s
zw>T;~9p2CM;^S+xXe-wv<<2sU$E5x*QmHcGYT1%C!8+nT%QI1Fn>jDuCGaM1+`s>`
z!dJs*^M4h5SQPbY?(0ie8qWXBIMuxGfwsV`nJrzM>I;^q*l^TYJf3L3^nK59_AL^j
z<*7D0H~xwm%Sp1RRGS(;PCWBiQS#J;QxWqD!^~di9ZTN%e8$HOM_O4+rvGm2X;+-_
z@x+2t6)7yq=jTZL+|qO0@-NSXx-%Sk_n&|1+h;6y+*q#E_GjHO<;?~R2YcEZpBc}b
zz1>Fe#o`~vt9p*x91mt}l0V^dz9RY9V(<O+8jmObeR|wjF8KET{<PnLw!2EoYAp8c
zX_%hvnC>OZQtUm6>FwkK4^vb2>}xghg08z??5(?R<)gM#n)z-i^DW+e3B1aa+bW71
zUy3trlvAJQdSpkokyy&95?2-W%`9R}(-m)-p8q*baP=cr)_JkcVO!&EU-V`kk~5Y!
z_n4H&-L>kY5=-}?YHf?(H-eoHY5jbf_(V~wX~F&5a!afZF!O%BVAK%A_tkOo{*%td
zoi35RT)tZ_6%}5vn`ZCvU$gaZ_k~m4ADgFjK4dIbsx3H^UH7Lcs_RIAo@PewN9TjJ
z>hG$gJ6}EDBAPfaEMQ`*RictodQsxT6M2j$J#Or;c>c{_aKE21kCn_}#Ync+XikwE
z-HpyU?Gjat0;_zv-~Sa<ne;(!O5W^i(Ux3|^XKPEotbNXmMb!ASLP4XMz_tZO}kr4
z4mv$;$Xxeb`;L@a<qqA7Zp-%IEey+&6?Z&}=M((by)J8ImFF{2rpHs7?CWyY%G^oW
zq;ht%&$2@@JxbauxD7HjUmac8x<V-G`Jc@->;A6F-SJ+g{h@tdU;h1yA1@#NTAec~
zHfiM)fx9}_Pc1WhwZ80Gx<!ZCRGG*%H}wuZNnf|cYumf!SL0J(d@-(hA5lNmc0I?u
z&AOF)|DEz`y&I6f-8N;W<(J>h@w-y>wKf=?e$f&d@<U>#Zb(F!WyBo+H3w$>IyZIq
z|4U0d>dU?d9bwh|+28CPm^)kk?ro+oyRK~iy6~fDXaDU5m(REFY^kkNmv%Gxd2qS!
zr~iB_7f)=wV|y)W;?nQohwl0JwXi#<*bDiEJ&^m7p>oHp&Hur_{8K450-W)AMa{qW
zpZvm}GVkSq^{4(G-|<E5yS#w4W!r`F8UNxNf4{Gr8FY5rhpl^W_WU{LvE$U2Qyvvd
zH=F*MQ7`y?{?$3Fi>LJbzW>RleZK7Df6epv&Us~C@L$s=+Hz<2&k4!Ze|P-5x%Kn$
z<ZbhJUSGZ6Z{iHk=*=f=UZ35?d8W#G)(>7Imj4pp=im7-VPRIQQV63i+x-<P-|g#P
zJuQ6qpP^3T{33@KmNlLd3g;jFyZ-LaKh>@4uhmx9X_yytKMa<bl(9fOQhUSsLkD&&
ztWG!)`Tc~n(FxJjcO-q!+3}0K`O2qNutE0m{-*M<pNw(uGbeqwcRZF5Tc@^wTbpO!
z`;$B8zcy8E*4b{txxMov&x@VUzG;~!Id^Pw)m(q2|I1-J-Lo96mss+S7G+%ee!2gf
z@5_XWrqiWUYOZ|Z+Vr}J^M%NbCMC;=dH!}@a@Tp^iK_YTw_SJtxa}{V{_OeHTTYrV
zr99KF3w<Z}%YOEq#j+~DDrWcHlz%F>@OY_T^XIpPwSw;gmsawvo5H&LyY0H<JIWt+
z)X9JEc(iX)b;<JMq4s{)wk=;5&6fK^_|D>(uVuev-d%KQ3%v2__Mg(J_NQzY)s%7;
zyIf!KE_B1c%y)s|KUx1q?{Gh;Ud{GBBj-WgFOfx786WxAN8g*BUtPz)$L8px`^8zV
zc264S-(F=X`|#;*cWbB2?^&()I%<D(o_RMr;h83nT|mqA$hPG%>1J_z#dq)Q7qSz&
z7U#du@NDreb;j075)RjIv#RFqI$qG-lXXIAT1JHF*-uW>?e9IyVcdP^3Da9~X4g9+
zN<p)kI}h+pP}{1_Bz@qW<Xw(xGy7X^{!XDho4@O}U-qqB(Pquc{rbg~8R5_W{$)C>
z{(AX}e#ytP&t<*Pa%?V0Vf=bmI;%eO>(Sh(&}$o7`(B9)3ovfx4p8uXI{Es00joYG
zixR$DAD!L97aCk+xjn^e-&5tYe`Yr2ENUz(|7OR~%ss<2%ftESk%#9bE4NAB-1^$C
zczv(tqPf*PoW7~*TUoc=-LR1%XML<utmO<LR*QOW=R>n6TzTgizeni6F}_P*uD8cN
zo;dF-`_$a;7Z$KP#RshLd)616u6UDGO!CRLBDp!N2j0uQ%#)n<u5`)k>W4onYa#@i
zA|__or~Q5UVa<WLn*%S-$W6S!ynm_X-1hyP7ge=7_A+EJ^31mou#Qq^W;-G9)%524
zTJG3Bt}CT#_8J`8mHm6mR-dZ0eeS$|Z_L|<_cAqi8Rtta6kpRUH|1-GeJD$Ux=z=Q
z<tK{7R;E0A*Kue5`I=pu_pA$ekZ7uWa0<`u8b{t2SDil>3TPQFpTCj0Zmmr~UD0M2
zsp?lnYnki#)f#2>4|v=%nQ+Xt>_EQtKKVD<{9+qfT;GLn+x`9eOvz8n=O<3P&AiFJ
z;)46z*Iq8~e!Wy&`P=`DSFCoY`u(rg+O8KG*IX(4`MW&q6=&qi{VSCIS!;jYx+!S$
z-Pda)SH?Jgojdi{_q3(cZW`>Z-tvC^rr*MbYoaR~7R^jaOgwSgP5;LIgUm5`Rv#J8
zzqE~Is*saaIsCp%E@5)r@lxBE%f(FFUQK_%$ak#y)vLup6OLCjSlMry9vbVnX|8;s
z?>7H){cFr7dbB+Gb7GcuMOt0Tw&!<F_g7r|$o<6q&y8foYuELk=T>c7e|dB51@owX
zI%^zOf0}8iyLyW86e)vm)$to<Ty@=+;k|r~)f2;xBihd@uRWcx+3{h<N9ToEvP}F}
z#b<oo=lJ?EvyNK-twq@rUbEIn1Tt-pFE6?{vsrt8#9<vb+l?W0JCEsyPU!y=lC-f+
zK&PZAs%-Wl+htx?d#XRaY54hCBv>Qmiu0@a*A1UYoq3TqX-D@Gj*f_mIbVM?Uhs=_
zSz~T_!o^T<>#2vA0$#l8TYq)?h2+P<^3e$~Ts!sj9^8$Utg$Hi=GwB&x#e8oIe~Z6
z0*^oF?o;-YO>X?W&`aM{rB&zXhSK*({RC$nXetU0jOf1|z;*PQUzS$&F41Fm^MV6Q
zPQG4v($w<zlJ|8zfB$ki-Pv1~RdXusE`MO?sl4>{A`EfYID6LKDz_{M@^*5NOb}V`
z_~?1Xnzwe%=^_%ZJ6B%Nes}2I`JBHePh_?~o+#O{KW>RJ(_WTz`+o<{%(|=hs$IUg
zzW!O;%9=OdHlF^zFHJHd``45v$q7@1@6VsqcGG21sKccdN-;7)3O!;M)+#pkY;j8a
zVy2;UZq9yI6?aVoJyx%lFo$XKR>xwOiOk!W&wVP3=cBe!1^1`A1#``+MQkhO_Hwlr
zS=F!~+<AP<!MPn$eOi<Aev~Hs<9qgP%RI&HY}4k*uT(sLD^dE5{X+5m57+4Q3tzA0
zt4@5Bcb84lE7Sg?b9wt4uJk>5lbzPFK1sc^;o{uwpEbnZwFac<?LTnHc~#blw*pM_
zS|3l{?l}8+*;g%*oRWuPA>RTff9O726*N!WHu&AM_BqkYTsCtS#mx7R)(vN#E+WNQ
z$02xk{ZxDJX`y^~+j(7Fw_1E^WzKcKar_ha#ybgV><4`(+-}r368`eig}R2q_scw$
zr<Xi9r~EhI$EW98=CvnRt8sa)5YPA7!t6HlFwfFt>3fT7_ip*&-27eVOsj2%)YXkk
z*gIcW@(H!i;H-M$YZh#E>Q-wj%S*YPFPAqQD*f1Q?vN<>skf8Y;Y-6*rDtpRI^XHh
z$#Ks*u}<KO<7VbLO)1}+%3}@G7aV+UntpJr`S%4A^v-7_+V&~2T5@R@iI{PI{LQN!
zKU>E&qM^#E=BmXeU!Jo?GtJdb??~JAPc5+V6wj^G-W*%2(x>L#JDl*w)t#5`O49u8
ztX4L^{3iU*y~y^JO|H-EiN>M)F0+&uEGu8!7th@=*<SzFf?dV3vm)O<cy|9o$;Ju3
zOL9J5W|^34&0aT2sr>im9XUrg+R9!J+RX16DJ*mK^7$J~1%EZ4RNAhb(EC&P)5+S;
zOecf`LUZDJekDDT7I4_W$SX5h-lIRr;o%Lg?gb4x=KCBJ8@GNx9CXr!_vdt8M&bN)
zt0%%vVcdQvtWGX{XviA>UuVyBTh5d(K`r+(Vwh({e|~*5G^@bq%T0kbMt*E_ZSK5Q
zXO%2F;cp+x&EhyiHzr%?o^Z<c|HAt=rB>9j9$ufkzC4G6YyAN`5v8EyRha^PJS>}6
z=tOexKP=y_x7}L%+5bQJ`e$G6kNf}MUVm-l|G&!KMZfmzm%j4dv#e}&+l}?p7tY;N
zcKE~T)BmjmeCE~htWTeJ{{2<?Zr1Nx$`<tQ?Vr2Ud^T^BfYbBLMa{bwc&uP8IH7)I
zUyU21Y~}f<%WBrFFuCiUZ*kZ<_S*X0ylG;m&#|R?^Bli?UVNF??RAIN8M1L$ukSgT
z!t{Y-bGAhChMAXkH$SjGxS;x9?8Krkw?1#T(4RVINtdwm^1iwqyi0%7Pg72Pn0?1k
z@zJEsClA~^ajWcN+E(8hzmI+qi_<pv8&{l`f6tz_R6p$JrmezvgA9C(IhS1eeaP+p
z?!D!@mY0?;{mJsgx-Z}`x6ovULu$TU!UYc)YQ5$tl&#<AUhDM7e#Xq?vc`qBA1Z~p
z)U?dR1OukkSR@|X@ia<qPhMNly92rtY&E8Ya;!SCC3%WY09W$b_3XbgOMI<jdspeS
z1?@}b-&OX8A@BfC>z>009v<SV6l-?lNxo@rQgo(khNGs9mx<hlsPwj)IsI%?rrF=W
zVflXZ(!W)e>^9pS&6msmIbxd2p7=jN`j2yFyWZSX_Rh?9z1SRf&&+m1`&XAQ^R0?B
zjtgHR`|Rty(p!!t>aV1loNgta+4$gbCi@Z<8`ZZLo+>)XGQ|9z(@|#gc7t7v_gr(<
zDVO;E9kzW@aH~<6=lW&7L(OxJ+}Say?83d}9@bk<e!1ymo#HmBZQT;tn#B9fPPZJt
zbZvUUt=nd*H+x#yiJO<xm&w}o<?PP?|MmN?_0IR#Y?A4}{JCGXrsS)~GfNTQ=PcSB
zsWbM@;XGb#%jl)2&69SB+33vdjsMKncJ03)yDqaqq)D~^%xmN2n(ZGB{W7)OdFnPp
zQ_A^W&c0V{uP@y2kTL4BhvJpx%k8ZKvy;#E$jw>dD)?aH*>_w#+RHSpQw8Q!g{f<O
zTCMjd^1ai`2t!*>|2rFZ>_}|<DOJ4DE9O9uVpB0kRGjqoVC#>QZ<tgp<*Ye<-Yn<2
za`0<sgY-J@-Sg%@Uc7=m_4WR9j~tKBI&WYu&9RQ<!{#|5DdA5=SQh;FUZ&`1Exc>-
zbn%(LEuQx?uMXU>mT6^0hZOghmv`Grig{P9xO?lY>+yvq?54J^-WSy(3l`pCzW8)s
zicH{AKEd3}yodS}J{jxS98TIai7P7eRY+O8w)Lj>?P1@3uDIqD61!jCJL9QF<kVvk
zOZ_>W5=+mWe`S6q)^}&Fp756sbMHM8Z?6`etMkq3!LpeuL1C|5cPy^yjAGKWO`FC1
zZ)QZvWT|Cs>-)0b8ggAXsky84YDQNAtGJ?wsLZ4f!Kzoi&zC#Z75;cRMSgkC7qRz|
z4u&3VznA$(*z93_)p@AHLyT!oqR12#kwnF75^U|$%)hQbc$MEi_ee$X2?hCc^$(No
zocVO~Zrh6&vrd@2-{dc!w3Ibn>uB<}6<?Z~^``D&iwpi@uJr29nGF8zxtfOm6OAvw
zoHcVj_qCd{-RzgbO3IIVTDU1$2pQa8cvpe%%eBA%w#q$RG+ok3-*w6Fvilb}t%P5H
zpLSedr(Ef0(*?8R4_6pk^1Kf#Hs32X`Lpw;ujdm3xVUSlXNI<9xg`axQ<rbCyCI(z
z(3j`%^>A~Ngo#zVlIP6~{h*6F^{0N#?$5pDamMY+zGbs5b<R8eTr#C%Q^;C@36-;K
zyl0<VerwCy)0-RWliHcCspN=%WVAI?UhVl{-#Yg5f;>TC!pF)uyQ|HGo<zhtBz*jE
zcfQ!0a{@^h{5~#S;w7j$S96<JXL-l2^FMWJuUs|u&r5rrC%vm|jl>5R<1-o-<-%(p
z*FD+z@+sG~_1yQAH*#-0ms{#-=uzUyx#^muu2WFg!i3ig-yYhdc913D<H}$!hW^>d
z6;xhL<F<OgTC;iDzpSFxBmJ+Go8mhDuih;v{ny8>(D$hu%j)Qz$;>w^om$MQqkBJW
zJK?IWxpRfg=Dh3wXJ5GY=EbaAzrvM-U41qi*iT`-(>*ai!QWV5rJ=dQ!<Jluoo8E?
zpB8?x%-Me5{gUgdyIx+|C+&8*M*nWf3i-$Pu6{4MJNb3Ux+$D5s+t~)MV*c{(-YFw
zoxSC$*GHp&0V0xH4!sf<TikMNRiCKp26Km#)1ud@E&Z0)d}yC}Lv)7DaXog^wi8Ja
zVj6!I7OJr>+48(~rDoS^;pihqH>N$g?XrkxMdMDbeD+TEZzXkZ26^*yQ>)iAUp@Eu
z!KdnnS!I#o=NC9_3N7K1InR2>b;8A*Vx!x&zn9rpbL9Lm7UDOV-72`)DDj<DbHfc5
zfl}QV-LocLN;5@Wug<((ed5bWjZ<lzoljZc8SOWWnB%BXe9lAUuEcDPTk3qa3OtV6
z)-?w2+Ss?G$I$A`qTRBYM$An?C(YEJ=Y3Ahl~Ma<9{G`r=h~dV_MTal6Q_F2>?^zC
zx#EIq(yx!xtnB^kmsQr@+soCxtJ~q^%jew=sUa!STVC&wPRMRaD9}33_|<dfr}YcM
zrd@K}d+AK$O)0s6Dec`Mv+g8DMYTUGVU2K!o_D^Wd_(Rz5&M^&y$dFMJXewR_u^j3
z8Tl+p!dd&X-xZbo{Ip1Dz2(<dO+9(lg;&%s?X_aoIdkQ7x5rk+6WO(bzg;|~UFZH>
zUaBrIc~i|4<zrD#T2@uRJZ{UgFYjGIki}1}V+yU3Vqb(-weAsDY;HAv`QuYSS(fGY
zS@JRBPpaQt{P6Yn*5&!fU)|oAwQp0h>WrW9M>i%N`o!1NC;D7^pRBg@oc*^p8r8qN
zz42Gsns2Vh``%t(yzzPavxQIY+1?a?xb@GsH>YRJdvbqzt>jymaE@rJ%ZoPjzTsB)
zE%~-|)#}&6fv-%e7-rPY{QTQ`TCJk&*ZqpWi!Lh}d_VT%=ULtelgG=`f`86Ro3&tl
zQvHdhKrZ)<zgv^vJ+Jg`bI^-=f1tig;=d@9y3@wzLfQ=is=a3dR2CZSxXiBAz?J@I
zamvIihKt0+HeF=pVe>W-nbz*M;{NCD{eHhbSM#2`v)})h`;*g8ZB(V^o%k_dY4!O>
z)kju{gru9aaGB?5U)Yfo`?$dWVDA#ogEtS|z3t@oXPXpr%&fat1(q_4Z&`olf5xOz
z{*LwM8Rng=JN=ep_l3R-Z}#3f(<jfcenr%E$w{hT3tonO4()jGjy3M^5kZYrHnY#W
zwp_j(o!S%}{rrtn^Pl-fZf^7Zl*@JGBVSm_aNny@`^R@h_~+LXjkhx2C|JB<p7~T+
zbZUQAn*;M%);TA$)1Q1jFw-fRD|1%Ip7=sP#yPP^)^i-~zs7ES{?f&%k7|vKEp|OW
z>hV-O)7e(2uqMRh%S5GK;qXcRG50?Fo1(3yCims#j8F6a**!eIXFrGK*LkbC{3Grq
z-7h_Ed)aE=RN-$|1iijZV!GEk*YV1xFEK_jL0fG*?|DQ=2&{5?v7Y1Vvqj#%jT=-S
zD5(gEh;8zIxV%r3$=*U|(d0nKqw-$f(^TeNEdO(P-{at*oyRmo#Y#(dJm{RZL?ia|
zwn&%nUSGp2-fz5JJH0HprKRYo$)|)z)@Q41mMU6acwpQ4PAy4c((|bonM@yV6?&5W
zPtdp^=iGb#8*}ZCe!sb9hVM-iL5`hQzf11id7L#mXwm!&S8R2D@J(6$c<Jt*RYyKw
zc(Hx+b2s^Qo%3@mZs_jctX5}xQGR`=cmRiR+oT^~lciZdmNpCNZ;H;cTfBeX!MWwv
zT3&qnI{zdyzwerLe?MNEoh9WT8z0{FV)NICyqXJ}ytOr@Lng1)dE$30FkLZv<Ba!z
z3yird{XQ@92;9gsw{G8^Z-);tF)W`y+jp{Vvg^`=)fZl7iA~b!Qj{{2bPaDi#Tm?I
z{9LVDL@1g~vE*~8rTghGDYZwlWoEs8d9)&7>1X4npPR~h`Z*&#g55XhEaBJNGkw+>
zwhPbB^mZ9=F`PU#r+A8}-u5RliVt5jFWxl4jQf_JeKPmrtaGb)&ozYz>EAiwl&7X`
zsb9Hk(!Mt@<qDoX>EsCZTfy2gr_wLnOin0g67%kft!Ma_of3MdE?j&r&}+xRo4aP6
zpKp7=S0_bG&thKd8AFY0n-6E63)Da1bnVHH`3m#Tv>x_)W3hrSUFqUfos{(Q>YVN0
zbW-wz9?g&b;#EIaZdv)WeG{iM*md6987-GR|CMTkiqtpP7ju2B<mFHHbWYCluB?3M
zZte44=3TME?|U*Q*iSz--COLw$y)iT*51j#4E~!{Enj}CrdOlsYo+NQCD)h<Cp6_^
zCfj{~xm@+4^=H3jax?Dx?(p?l_EEZHK}GPFY4Quoe<{`HY?^=He)77X;X6X*Qg7Yk
z^|O!vBKPraSgr1Mt<!q{tM9D(BlNE&`siH2eRo$q&I?^uqqY6iy{qBHt9M!6Z&rK}
zR(euAC@<7)-(9Vp(bxN9%6}hwy=hm^dA0Ie&p*f%Ezi1gG%Brsvh{JBSC1rGOm-HZ
zs?Jl0_dCV*t-0z%!Fp}RN!GUg(kJF#Ir4SplXICVZy0uNzI4_6<lJg@S*7xGzIK9Y
zEmOMccFw&c>CwK8OL^z#HZfy9)uQDKJ>G5Mc^>=ZTw#Xq%zwA-dB1;sJOAI~KbI3f
zZMna_DsHmb_WZAVF24^uFYO*K^(*Xr_N@G`d)#y@er)OIPVasD;BJP4MYc>e_x-!-
zb4;&Y+ueF@|LLVKHb-BWaCvSFm-*cy8-`de3$eJ9Ip)lLvCInXtfJpNo)j+fJ<$5-
zRN}<5?%f#-VJ%kGp7BkW!`wek4`=B)6><H!`tp?BT)kc_P0<(5^stKBwSPZy*>(1j
ziqcpM^OB!-P74I4>u25G_ORCDV#daX*8MBiK0AK)dDt}Z3fYSMYJrN{0K;ty*ynZ?
z{xRfvpR(6IRc=e=*5v^LO&o2LbPvuKFY38^{?pDUra$k6v_}7Xyx?kpb$+{T&+0$#
z_C9{?QZ6F&(z^B9pQqxnx-VH(HaKzYNO(CZd283<!q|Yn3~HZtA5xENtu^Ub&3~Yx
zErY=*%~gAenRDX@yUMLstM-@K#T&YD?b$DD9nf>zo0~oF!UQ4pDT$2QcInfC;=Q@8
ztNY|Xy$#{7Ufa3GcKQDezouSi-7v}clOda%bA<WKgO5+Wp1>#9-^w!K(d)1oTf(2l
zTK`)4j5m1ld<n~t+DR8>POLui(DdM&wRsg~@4gl#KV4^V&NAVYrf*!3VO?IT&4t#?
zMP;XjT`knEN{dyA-{QU=ab4n?%9(psHE+3%4t2HWb?=<YF-x=aXR1+<>f!x+wHbnb
zUsOA}W6qL$dkZf-<GQN4Xm4oyvS$<aT{(3395?q17i;0gMag`HB92L1ucIcKeqzlI
zthy!R!oG0F=1jv@?PtpGVneRU{F6#A{Hm2FBK~6Hh6Ghfon0#y-`zXM%GBzV=+4&D
z1v^q6Y`N(ww6`Pm?!T`=F8nJe@GZ1USN*zlY0%Y0(I$eX4_~l{*{jvu-d~rne)(*<
zO*Nl4h?;4gp0;T5+Fec07ybz<Ein3bXYv=9FEf{=ai^X7WN^`S)q_V>8d*!iC6c-{
z<Tw1gvU+-8_`$3H70lyWH4;*#!zDXEzWNnh`n>Q&U7A7dq3wJ6dFR^1{53r{JHlp9
z7ek|5tDN|9w>>*D&n(YL&0Kp*Fm78DYw^>|!4@hyk%`-WrhJoBQm;@w6`Uxjcc-pN
z();(6j44NR?gu|%_|31qd&SP#PfX*(Zbm3ci-kvBw0#}!^3z!Kc8YNGiLIUey%UYS
zdY0DOo_4vv>uUPy1C#j{c_s!*md{y|w_i5;N4)!!wZ~u0{`ptK{cq>8vbfKTf+p%0
z{@;D7{q%O{6?Nvft}}KnGCZBU(STL>phM(gamyc@bapRsxtb-Vz_)dN-MuMW?qzJq
zwCf1m81XwsV(S65E%Q@z+vok3pC9nN*>w(ga0{2)R#tgd-MfF-q+E}7$Mvv8ZwtA@
zCwg$Nb?j`bsI?!q|CgSS|Npw$NrRd@ABCBg&*|Bj)3xLM#J#oC&;I-+{OMw9(*Ic}
z62+pA>Ka~}bj;?}28N05b2srv7B4ff+;!q>P(i>wYs0Qa*((S5Y&J0S=Pb2anIM`R
zc!h07>WK;c!IAB*uhh3@1agNieR^3+(dokS_x5+barB)qy0zHV;B9Naq2GkS{sZqE
z4>n32^o~$tb1D{I*w2wO`~A&F7wcl13+_5ykv))Fk^b#h+7`FmgtQOUvq}WF|7e@R
zbo%7n)7>Aox;jaTb^jJ$X}a6kPRrK4d&L8zu8g~!M>`MXEb3glGM9J9#Up9jO|sKI
zFMLvE@*w?|mxIf_;E*$$<+(ZzCC}J%`|rbR8;$Qj&<j~@RW^G|sL9MX7p{Ez`K9Hr
zzIuT3!YLvWTGyA%=J<VsdFrCcS?7GzyDAU2E%xDMubJd-{aiOq{*`s9POVCHz>VF?
zrXe{m7$)tp6LaspHUE&QldGtZ<X^tMdt#=w1b#UswvXfdl@sSSUU@X<ep2ei)gk?J
zTut=#bC$>R)oC@m7PVJ?efvJ9RrB3FgZqM=&USi-V#IbO8btpQZM^pM4d1t>uj}G7
zPQ*O!eIUUcTwJ;Cw0Eihd_#k22O5lKUiW3$F8E<y?xe&IH`!W#)hA`JXW!Lu*Uo+M
zRFLWPGREY?^TZs@y)S<G61;NHl;ca7#EVV|o;cmjwZ1Lw`>qSg?58WWMK7o8v>fGa
zlMG9F&7-xWMZ@pM1l?QA$$R#swYC=hlhJ5Q@SS$!P-Iy~=!{*a*}t|m?%R90Y)3Wo
z*^eu`xdii@Z<`%8wOahZw&==E2iE8t#zptJYF;v5zQ$&z&%V>1KhNmEPm#3F=o@P{
znI3xk{q@uZKin3`MEak8@?UjwitFT=GTANh@h(@^Jcx5(x?tHIdpSq{j5qIfw=0Wl
zMb?L(ul<odvxo1`uJ(PG8D1}bQ}#ebEYNOa^EcW4cfJwdJg=OV%vG6M9xy@0@To$8
z;O$V(H^y`PwWh!AtX_HjgrxYv48551Qt$5UyL`H>WVxiW-RdIS00~dQso!E$BNQ7m
zvTw5$YHiTkWcHCuU1csu+y({S>@p)hCXdC{2`BpQGiXlS!`^yZY)^K}teO2!W4CQ6
z-JTe-I;164Vp?KrS6YAI$}^20J6-35mogmIkeAr*JDF|4n@J^~raN<q{$BS~GjQ|O
zbo~@VY3WYq?5B5>mw$IWeW*=Px4Zb)gM4%IJY%zeLZ_2<>i0ILUQ~Hwti#>!z97}{
zSef9#9SxdZVH<SLZP{-Ub9DR0^R^k0D>lg6et)<=weCO1?Qe;vALS`OlDnLAc!qMs
zOhMP0zT3-MF9pcYZfX6yl!LWN$%-%a@}X}`f){U@>+Wd3lNv7?vt;??%!%bIl$W(m
zW#5&VxN&0kveuh|c~LV~aTE%b{$86ARq{I3<=o3vnT5?;1@nG)Wll_X%iQtICV2g9
zG1G-P!ka8Bxl%1F6@`j^)F0a7a56_|>#yKtM|Va$|LqS}{<JqHE>F=ZCqVgJ^1qwv
z!OFJ`l_XBqahWnrP}5Cb93-k$9;ke$uS&`^DMM<uO8<1W3v*AUEY`ZdbE}EM=T%Nc
zdt$VC3!)O#*Gzvsl`;1oU)PJ{MYq=QeAw|mb}HlR&b$>o52V*BWdvH@mYDP}gZ0Ti
z_txsH*1dl>YctodeAi~qI%fB-XvzFKztjU4uE;;%KI_IeYq4*#+>0mv>1&N`{#U!v
zKvCi!YjWa|_?kNjva>!PuQIIb+`38j`@CP(YyTu=FReZBf8JK3^<DR~Q$zmb%ras4
zzhLVo+57H`UjK8QV)xK)dcES(^Ha|D2mdmvelNnceV+46=B2j(CH^Ta&CfXhepdhG
zKP+DJFNA!#IODqZ?@do1f0EXyjhyywd%&+<Y0RBd_U&Pfi91sFPhzQm$SISuR%^}L
zm@K`l)KkG4wJp<_r`TP+`CV9}wruA9d6&#fKKK9HCSr1aLe7b+3a(yeDZLvK3?J~j
ze&%2GuP@JOO3sbt<#AJUBGf;do@CSF{I#L>`K<b`dfjlXMZdqff4G=9Jx9SSs-uwY
zWZTTV{P?p5o@N$j9K(89PqxVhw*B4z=%L2V4RM<{Eu5$-z3Z;{_IW`ZrfngSJJoJ3
zxFUb#oLs#6IkWj^?DU_oJXf;Qy=lPp{z2GDwzb>#9B*Ct#%)s0jL-Z#_e|}bb-6Ev
zIds#XE{*-UTQZ8@Xzb{$UY37zQqGC3Z(KuGieF6Bt6Lbj$?@&dy&O$*HZzwWKeYeC
znt5tB1D0g;JJ!}|E}yTzXy5CTn|RY^KTmmBdb2I@&cQPc%({=GQ=~7joLw7uPcPu|
zk3}c;OS1SrT`2N%zpO0lpD<pQ-)A<w66`gs)Zdo=Ab=_3uvta9OY6<c;m;3T{TlVN
zH>~RYdhxYeZp6f0aLm5^J7D8x4L-+3TYtzMOPTUG`^JSv32DY{Il@1mD@?lm{i-eB
zRrSj|=A=~p2|k}D^Gjiu+0+YdQ#B^~JYwTr*Jima;=t9Y#bFs|IZBfk&TN|?{+LT-
z;T>m9i}Xd->_1koI(g+rj)M9Fp8{{q7w=NuF!mq1Wl$un(OU6iPPEs-8_`!51)lD_
zC_F2zGVjlsV^20Fmt0*a7^hIUCSc_nZ|<5I7NU2qr1A1je0M-$H-E3qT(=kdH}{x2
z*%i8REa-dfdO}O`3X{==>l?f0{B+p;#3OdMo2jeX^@DK-W|qB;oG6;sbzf^qrqZXn
zqi-&~Q>r`Kd1aqt>(P0)=3P`5Y+hV%-?QVb-L8i-D#LrT9e6T#+~c3~>G!-Dtj$3@
zehM=ijyMLN-?y}pS^ItPy;yf)*}OMO&PFVks@(nLxE}MrE^^#n<aCl{L(fTXF|AuO
z{%ULz7F;W<`gFU^E9W(hi=^v(D=c2lZ%sMAqt~@PaEapgjll{JGtMpfmF*<HcJYFS
zWxD;9;ygcBE&8RIxt8nd8h^FvF3%@T`n3CruK2~=bsbWlf>Q#lQ_ubryE)lbgJ+qC
z`QyWLDtV9YF#owSNg-(S)>-)iFOuwxY=7Tu=Q+60cz(W#)3wdkBH|DKOce=x;MptU
z;B|giPvx0<-!om>=@0*G*VPes=*p;FxT~pmvyDxA;(Y@?Mhl7kl0OV<e)qokU3e_=
zRol}uTTVAgpIXy?{%~4M_F|8jj`Q3!OkbRMZ@05BSbs&}w?i8v?IM)tpD!q15#y?#
z7gU}uyJ7XabH5`0_`c(ND|+kh$uM!{8Lxlyl(VyyO1->!@NVQW{yTG7JKy=m8JOLf
z8*6k@w7mV$jL@)&p&V?pcL#s2k*LsH*xF;JzEw(c=gLfrZ|e)npP5Wf^9nw@WzpW<
z);q5~7Gr<$_rS7~_NPy@?M|L|vu}5@aozp9E6=Jmz4P;RwheNA$XnhX72_wc)2#gX
z%d{8ozT6JxzcaV^-jYe}`S1K@FJH?c(c;e=^h+gOFDh~AgekfV`}X<2VZ8hB-Iba8
zdmg?k;C6I;+J9~OBX=%y<=xiiJIzuTzw_R0ZOtBAULG>_<g(qDyXI?s<)7vF@k92z
zKCXtkNxLsETmRooV{XCqyC?h3a?T99w0&Wt$2-6I`2oAEcXGX3p=eRL{P@E^i|b3v
zpFONx^<;Kvo#w%(D`X#rE#>&s?DLvKF(rNJL$Bzwubv-UIN3)y@&3B6i<C8MrcdN(
zb$73SSNrAlEy4H2w|OtetEaRlY-qam(D{*W0VmJaExgMnUDprG@OQi<bT8wv)W#c@
zRg52dBOTMzuN&OWjJWuQZ=r#(qe{$8&^i&xPZxX-rsiFKe?U(1(sr9x-=ZbEH|xt7
z^i61rowEFOMLP4FM7#a*yR7%GXFvU<rowIB=Hsh9uFe$Po|ku{`TXq1rdy8pM#O47
zc<`o}{UYP^JV9}d8=?j5-4CZX3eV7rkd_eNkl$0u;rf53BAcC2l!NcBd~4^23y*$&
z*paHi62r##^^t^5d||~^Gwm4*&k8AjU$=F=dYRGjWRnWM6ESfW&y#dB943S%Ch*Pw
zuxgIfRNdyzGX?8rPCI26z91oR?&SO77R%!!4*vU6yf~(zbEaU4U#@@ZPuFYGXES#k
zDpy#OX!6TdY7Im8;r9U-)w#A$bMKJIPMp1Z&-1WFUlrPU*``UaiHU2m6mpc0IB|XJ
zwgt~_F~<uWKEQO6<@muv;`feZ@9bpsSS0z&Lh<i~8ox8nx2-wzD{s1<xp&|V+dak8
z(%K!Ns?DV)1u^C8^IvIdM9e5WGL`$!*8)bHU6(&J_3Ji@PCsD3TEWarP$y{imuSZv
z*L|W#g0fz27Cmw-tt@a(`|D>>aqC@Ey__^n0`pePUYxXN(d%a%+?RKDtdQy3`=Q2g
z(f7>K;+^3!8@46ijX6Bqq9MezHkNDuIl<8Q)wzAYy?%U%d>?i;wJSa9aLvM;%cb1c
z?=RW<IWx34`F36S*|*_m8G~nR3^3guv8R4lmfxCZ{h?<?O)~cf+`Qwvv}F1FO*^0c
z_;<6i;Ir_TLkITlUM3zk`^#bbmEvk=W)*qpow4sbcg`<!+a^tMx5{0g`X_M<-}}^-
zTH~U3=JVY0ldW$r^1q+TEp2_ef4``@uGTO9x;WP<)5O-=MStXeoZ|iU^%~)Azq*VP
zY!V$^-@j}OHFloAXD`R&xJ+*jt7AIM8z;P-Xb^l~RU_iwWbtUnocP3TmX2kM{m&V>
z{1#`4er}qh9T(@)dZw>FBl;l2yTp6)7p!t;>1wd7-?%9xVtJZM=*GFp3!5U}Olezn
z>8F6{o)hQuj@-I5St%oMuD;7XQ=7t_YnQBV)vS5Z{l4AQ@poAJzq(ByD|vHVjglT;
z)R2~UU)W}|!2I>~6&-S|K?$LzZ`@`Zb=2%*UG0A&u$6&z=?nX`P<Lj9l9U;Xin^|@
z|L6Sbn9PQNDK_1VvI+fHSMaZ}-Z?d%k0&Fw`FC>ax2>$sd%3&P>ei{a7HfH^&2-mq
z;{I|nUtrP2)6b1|>TY=Wt6<&v$7jx6%->?Bw(ZM~u$C1fVo`#YXGP8&*&m?YbggZ|
z<jQ4XEbYAfnXWq+eQS11+M>kvNp^kW{I#MNO{*7wP~W1|a=h9{`_OdlxVMwST54r?
zM+rJNO<Mb5_Ex21HFwvq5KUZdS?m5kXKlyEZGLkqL!9iB#XZ+Ow$)aCp<wc4!rc|J
zf+}CmYHl>&A+ylKQ}#}4qr&w4K0Ljpy@`=d@)1!xKQXI*Im)s>$CIDqt4GnA3p)F*
zTm9Ivf89S*&KvKaO^}=a;|t51=Cg|YDhap$1owpAo7fQg<wLvh2ItSoS?8ax{41vS
z)cn)kZW;A^`(t*Le7XCCbN;Cr2X@3(eCo^eZvA|kBXnca$t_Be-!*#_(!{iPyIydX
zN$zuG2x-0D^6kZhG|5|=)|LqU;bS-5&@6SMkv(h^tLWMb?*xq(NiVos+$okc^|OBj
zcdpOFFdaqa^jmHx+;ykBMxT9OkYadD@X+?+-T)89o`7w-3fw>1lV8tS7rnPF|I|L!
zWB2CXwq@epbNaiD!1Vu*Z_LsC@ZHkcBzfm<%VVO)TYgz2XZ|+Y<Gg15DWj<A;)2dv
zb3ChU%*^Wc?8~b<rgSvKW9vgUk?8dsSE?rcS6}jXO7^V}`}Qx|dL=DAIIHI6tBQCw
z*9i%y*vj{;<M7)c&~)QQF++h`HS2H3dBq(HZaoEWY8U)@BBq;Bb6~2;G>`M~PFoxs
zJd7D997|0|a*w#maCBLG?RNGgrbXV~s%raBq^viL3pu&2>PCo!`g+Ui8|-JTqZlXI
zt~6`0Ok44Q|ASv=wnR#;xPaG;-e;-0mNf_2w(Sos$eT9(!JI$myFFg~t$L_X{rc-S
zxAjp1JRHp#j?cD!xMqK3R=>@AgU7ytN2bKyy%r+C6ySOBh};?Dw<!}pD9GMbTK3HS
z`?a&nE9X6Wm3Ks^y=<P4;qFD-PI+urx_%|>tU#~?#}YG6=D(q{SE_w^xUy-QmYtry
zOnT6-)rX{0H!K#4%Cs$R50Cq68BxQOYL=$fuz9<JVn_Q5&h33anT1<U1&fr<oNeLM
z`g-rjHuGPVr#P0@mnk{TOuzJ3@YK$OejDCvANa6y(s35n&6(?GMLHPnYF#F#*&=$e
zJYD&s%%Yq_3!?Lsmsb2~zj;)9)1KuYtcqE8P5U4kpy$UOZ8*(|*<<d~ZwpEeSsvez
z)+c|ikioYg?XTjI-<_MxU9a}%WXCe)&)<ISPnz3}FA{fL@1!SWNh<7gVcHwGPI3Ep
zli$m4ZS>AK%xHf)IqkRQrfUwHPwblLA6w(*R&Z51_R}f9t(|-1ckqb(>6y6h(h8^9
zPjtdqg&c0Kc8kwgBp`U<?WSo5G)pF)Q(g8U&A2G&?Q+J%l_7JAW~V7^vpvBUzkx@)
zc$?PG@1c@5+s@wlv_-kOC!ZziX1b@z3ytR{H)W@8yth?|$B|ie^1XwbGLKjAzwp`^
z&e3+cNbAMYcKMFRZ!XWGQXcB4Y`Ycm#zVU6^{iman)yAZJx;+HBFvYMZ~JxeviA8`
z3r~h^ztgvUo2{UvqL9<AHK}4HUdro|PDlHe8P$IMw5V<VXQmg2e@kl`IG&w#cn-T8
zmxhi)jr9!K^lj63{Mu6`waxdsjbpja4(nwB?NwXf$c8TJy=J|4|H_{g#krsDl*QdY
zZ0`_E%nHB2-1)ofvb4_1&ZArP@-@1R{TFqy7|xg^?7hP8jLuw*oU&Vs{xvv<WgeI@
zVWmKi$)@(peUg!S5{FtQ=bJz8J9es8d0L#laA<E!W6}TYB-?kLTO9lSE^mumI_uw>
ztjQkR3f07z4=AS2w#<%R<-1L2_wJRS{Bk%HHztQ~?Ub}zKHoiL_Jbd>SC`GIE9E+}
zME0thaGJ=aHpi_e`Am8A5@zpHJRg)hYuC5qw{_+m(?4N#uPmY4&SGO<_!qxx8(&YX
zNxfD$S^n=A)`;WI+kZCK`W4yy@w-;295?53)Aisku6qJ)J13X=6fVAe|DcuFqk~Uh
zu6ZnT@)^hP%=S{Bt>*iccAd96C%fC9e{)}P#?FK%+hrvuzjjWM4Zc3F>FTa?R?C)2
zmFxU@9xk8vZvF)Q$bWl;)`jZL(GX64JaZ;{MaqepDdId6a*otr<SU&iqi=PkREMqh
zm$B?CqsPx#yx!M)x9_r(7GK`WS9;aYeBDCzXzu8adp*8ZC5xS9^?E9srmL5&nEmVe
z>HU&r>*xQvVf#d;+w@0KvH!l?3Ou?Ccs-sJ9E>_<kuh`b(ME*}iq}paDEi3PC~0{#
zVD@3=8*|=G)IL9V>v3nXL(|XBzVk)Mm_b`BSi)7~g5$^K(Yu@T+Kd`(8l$)EIoZlp
zd*?}q_>~6LX*)$us(vU}{K53E->!KIXQAq%ht40o8#%V7#HyTL{_N=Djt7Z?vReML
zZSt1?TK}F=_ct5A`sy7ER^+(n`7i2RbN$JwwnL1&9~jF<PRaVd>*k)D^3SikX4d&_
zUs7cAwEM-jsEUfqibalbZ{7A)h+N;7wfo(T&6-Vn?`>RhAYoZ($Ib_r^TK~FTd{k=
z`!|jYwdQ$mcM<z(_9E(#gd+F9GmpGyADFBxncpxa?YP?^3vp4NDcj{mZx%1%`ZiJL
z&<ulf3hgZnGb<h)-WGH@!y$xg?X`_3?H{*n<kfk0_*Iqkw9mT@-|zmp`QYdD(<j?6
ztj&<L`Z059yJcdJW|p6XbasM$qK&!WovZ1YTCyCO|K|D__%%3lCLjE~*D&$T>}<wD
z$B72#-n`G|O!h9jH`Cyrr{dztORWM@3;)hAFuU-q(ob=7P>PSl?ejhfY3n2p@~do)
zbzD+mpLj=2V9w(<n*#|)Z_Up6IrZ|iHo<ewvup3KDLs4li$d`X^Dn1QPwkEW5t5M4
z88t^E`0Cd+0y;+L-2?aO>3122wK$~;hWcK-GC^&n#vYfv6J1<#NgT;R8J}B@TC!SO
zRSIm+HoA87m&`kh&Z%Fn=;}^mQP@8tTEAqGtMd-4Lx)e;&wXjgbUo(FZ*4Emd}kB?
zlDE7!xw?#6zK2cu5OBKnoR*0c(@Tx)E5VmHYfo79uT^WN^J|CNxsLe{+dr1dzL0yf
z<U@~1t*>?b&TGaQO$8IhTe6PV&H27Tf8Mg=S0A5W_VQu%4pZOz%hhdn#qyS3RjQl4
z?EEL+=U>*lmKI#Qw7zJfSnm(7-mOb&+nmp|g&cZxb>o{CIUAX@9%<-Q2=pB*5Z-FP
zI!<cA5vRh#k<;QY=Gs2Z)s=bgT<^Edzj5X|s|z37PVp5BE6KCY+OH@6ll3<HyXlrU
z`aVrFxVifN87bQp`(9Ma1#Eo4T(c~Ey~~WC2Y$I<_K8kfJy*A_uTHCEhWF{eGyUur
zyB(crW<9auOyR`0Sp^Gw*8kRDeD#u{$p*vPoL0%VbNvrXaa2!pjG3_@B887PSTdK-
zdgEM4(XQ8X>ZhIGI)8if?`OT%{|ifMqBra9s_gvf-@op`+K#!u)+zt9QdK+li&^on
z!Vy9L89&71`*$SlF!K4}_4rC|?~jKDdApzW?JoYjplN^NJMNoR?)Ph?pVr(q$<)_h
zb5GV_bBE&Z0=ds0&O|epG0iJ$42olS&tJKB-|mTVA)TdMeS8lr)=ka@EtC)XDZ{TL
z<H@t|fAad;O;aBI5sc0LeO~Lt@w}9&YZPK9*gxynQ%fsxwBz2k$Wr_CrWHy)9&yQc
zR)5IRUZh|j7ap>A@=ggkmsu06+C!w}E?l^={`C8WZ@A=Jp1zK9+*cj&CnKEulWVbi
z2>;2Y-yhaF++FRExP_(gSLB)bPv)oe)){zxV&RnZJlxlM^;J~O#j}5%!;XBMbULm^
z;*!YC@)fPGYjs-PKDb5Y2Bm%S{kiGvpDzbRqVBIu{vW{g*8ggZoX5huLB*QE8Rgew
z!mRAC$N1U2-=B3>b=d{8Y(4f<8b?HCt=(pM`CF#u7H8AxGn}kLiaUiLoL+VzZ_Un{
zB(AmV)bIN*lwG~^jb>;~`B~K^7xsCbUFxwg^-^YI)=ul-jIEJ(Z{(Rh{@rg<Gyigd
zh-UDD&^6~zKJ7Q1?sVRN$`#wNV$V|%3v-y&G{Rb?D%jZHG|oD$_BU_&Ga>#bks?`o
zjM+lly6?Da*LF|ZU!QyUcTdc(?wUo9`kwW7?^4>PVg4i9eUs&#+T^6(kNuOMoy*`)
zE9P2~H|?nAlH#I?^PCLkCV$-P@BRGA)q4x4oSS)BsrRK!`>!uc+|^%2T$ed_+okr5
zZ`8jlFXwcs-7CIqdD^YSbguK3i_w=XS8M;5d^zW-%Z#v$OWXQi$~;}z+0*vI@Tz8)
z^!eAyH|IQ++TY-<a7lSl=&{C}zU%e1erE03??hH68_&Lc!C!Qvqsya5Yr?x8FS6K?
zv(dNK-2VB-Ckfxb=J45?*?rx}nzm)ryW;-=&b9}cg)-ZxO?~TZ6D9JakT-fsZ}P#Y
z$@^FJ8YCyIdLw$@ll8J^&ZA3WciQ{{Uxj3p=QwL>?GAt85nvT2vHG7_=#e)Up3GXd
zRcH5XxvASSj^y6`a$R%d-F%~sK{^$Y>IRFl?yI`x<u@E!WmX`3xv_fN0);)kg&aSP
z*v_g*ew0r9AeM6e)@hxi@%lkrY$Y9O;AQm(^|Iu(7@scC?0&c5!8y$rZs%S%?iAJ6
zSk%?S6|VPQ;iA@p2^%_O*tut1JakIUwQH`(v#`5ttw$rLwo6TVEGn_EiNk05A<>+~
z!~+5=EYw);3qJ}^`5^Y>uY>j4zdipAta>@RzKK}hb@X%eKEpIAS@=AEp`wY-`PZ*E
zG(6n%)v7?~z@2%M{1;o?*_W6gSl}CfwA4J@qan{i`}E@@rSq8+W*jbNR(958)~I{&
zZbIzCSw)V|qLoD^sYKdu?1<AaTHC)Odfn+GAM~e2d)CBUSDNlS*)4R-0lsy8e-gvj
zI~{aepHsqlvinNdku+P*>s@{k7lW-f+?}(R=jX$mr@vfoW$ctXq!Ra`?c}uDKOzjG
zPqYO4UL9py^eFo6I`3N*vUSfNCrC`M%u(9GS+rZQwdBW_O8WyG6_=Mx^yZy+9=yPQ
z=32?Vw~;G7oouDn6;}zh+_`-+z#?pmmblKOEl;_N6ZvPkmFjGLA{2AtNZTx-D21Po
zS%rHIOeJ)6L(g++#E94LU~k=*a$2cnD&I{89i9F1&)iO%z7r}kU-xFUaKIj=na$6?
zsI<OqJ@j&?$gB^)rrBz!oHLHvvBK9OagO%;rcE3=77e+ZL=qX3=9b2r_T>mWZ;n~E
zuUfS~;Iy6f+J@T#H{@pg{kZ0kLXSbt(FFz))q%a|8>4dGY;kCJuQyOUdtWR!ApgO`
z3}-&cKg%+l+x#X>`B!_9&HCr(MZ5wV_iNuW*wQ?^zF(7f)%z-8&-<ne!*66qX*v1&
zw!XC3wtQ9eCC&+NOiTVBm?iR)|H;J3D`IZ!StV_@ZhHEKtQ#AyT|T~1^6SwP<_Zl5
zCNxJ{JyZ2}da%;qRlw6yLy7r4S}P{mN`2C|4S1)p+EuCjdiNA7vzeJbJ3r}F=qoWP
zeA3$ZZBgXGr~The86wQ?rB9PqQgrFPd-=|*&9m<nbIp<cboo4Q=;S+RRux?JtngpJ
z{A>P)sk(<hYfIEkVV>%iT*3N8ghM?lj8l{&t+(>HW9nJUn@t-gzF#xr|L6UCO_u+!
z`uqR?o-J(uzW3{#eEEOhm6Ml(1H?bSPR;OT5`eC#-*%?Te15p}BV&_?<=5`zn6KEs
zE&O+Z$)s#XnNO1H(`tHhjy-)6^Z4`<fhARP-D`eC+nV#A@+#I1Gt)HhN<8-Udu~zJ
z4a>fu>a)A%q*^g<cj|8ZV;tLY_=)7fawRRh6qS9q&Su@eue5icclwK#6w`~Zs`$Mm
z8|L1NnEL%pn~G@Sd&A||lv?HLp59xlz_~L<Dok^~QuFpdg-vQPAJ*?YuQP>lcP{I)
z%w>%sRq-oAcWU3wd^u51_nf-Iqrx7kxCt{@1S~Rx7Bo1szX<K(Y!c*F5}dAfNy;;8
z9mhqEP;t>Y^V?p!HC>sq=*MmQJChe!{0(6ev#Or3aEfh#^bv)i>wY(xFYc?kW#}!Y
z!Mf?%_2l<brY_5#B+adBJ2!30#~aOZ_SfwA{x4J&dDgZd_L$DG<sH&fn3lLaVccDs
zcH;QY43Es8o2~8r&p-U0BG<&7x#ENkN2qXU`qHu=>nBydn8mA-D(7+Zp>~Sgv#;~=
z&)INjq{wY*3;)S9lbzr1S<=fbKP<)HRy<3r-7&4Jk7bGx|G&f1lLWV?%UK*R2!EC+
zRP6jh-TOt<vxUCf{4+HbB$D`NqzPO&JCl9mjr3co7GlQyVhulqX13q^6<xo3!~W~7
zvcH~ni%r&XpHg3Dc=A*C`=m(~r;`?i<rn|i<zaKfK=b@*ja1Ej#pa^LN6csN=&lyz
z*m~eecIxsspOl=oI6kTKFTb=fuJo+dqUSY|4i7K3K0p6R?cwrw3s&quBo=a0lx1qk
zkq(~!g%!^2@3|9~ozS1!(XvX`|KXZ&{@UIT?Ck%!HWr?6`K|X()5l!ip#9}%j=HYB
zJ-^<(NLBPnUnJ1Eq~lcUB&Oe%&k8vodEBeZl)l8aY2ozd(+=-%p84GTw%A2$woA&k
zl2jSl>&BD!uS>mVU^nsgG4Aq*yz`mP{a35jjB%06auvwE@#f6b*Q~NUf$dDT#R^T=
zmcC@_nEiku%_`X4igWIy;0Lp+6hzHyTtglAuaVMy`nj<3*_WG7T@608+?m&4;L+W(
zU|O=hoWz&TX2(Tmax@OuF4*~{>J5i#8n;!G-g~1$fmcU1F4#4>x2MsoH?E)M>4ZXC
zgL=K@-Hp2P8Sk@I%F9BGS=LNsozwZt^0MFmDurg_o11&~$loyencg-dGXL5V{=P|%
zPi!vvqOjHf*~Oi&ziqyiqa+%a0-8rSD5a2>+<)gsR+9Ubg+JVWy`9M(>hye%`Md>t
zr!3x-S1S2_%bkfWn(OA>l+iUj>yYZRV^8|hE~V7!?iV{QZ(biXY4Le8rfW4pGZd~#
zJ-+93ae7ng?BKd;#W}$feyudH4-^%g`{DB6{nM148dM^bpW9S-olt6taQ(6J{Ir$H
zKA9K9&baQXbUnCx(vLM>uBR_MzjK&i=2r23!H3vySAtbddSA6HxzVl~e9PmssY$D*
z;q}Ec7A@=6n6~4E{3hn(*Qei^fBtg&g%`?mc|)c&Ie(pEZ;`7p>%P#b3h5OSy}R}D
zU$`W8Pn7(?$ef=1L^b^h%dHh04()FBS@&}nyesWGbGEtaQ_Yb=zl90{?*iieHH~*4
z5bqQ-%szdUX_?vY8`S})40F{NbA5lobN}_!Q#0ml;_|M$a^vJ7Yd%iPZbdOiiC0HI
zUEX#2@}c!}?>44-d@PCFueT>aajG8InqN2mpLe?9Y$T@0dVhVglG1b;`EU+BS+R)o
zHs57g_+>oaRxX$z%%`_!`mS~Fb}q_w7Rh;@?z>rGks`nLq4!F<Gvb4*3TEg<wn?Zn
zT8KuPE)A;N&DON6(d<W0gr4yIWH!c)oD(JnuMm*CRMg<M$YZU@kHqbEmyPDEF%x{9
zeq1CbVKReF`I`A>6~u*4eo_);Us1x}#*@?7+?>CB*2^yA7(;d=tDp>)CAT&daWMTT
z5ZfU;yJJqn<Rh!ZyA+>?ADP1N_QNK-bLs~--mR+J-~Y|`P+rW`?D}Z&71@6}V%P(}
z{o+{CH+O623)V|F4+ZEaiR;aFnP_Qicdyl1Lt^iu7dboFZ{IY$JYz%ua!I2YmO{;h
zge|W>n?Kpe`RWU2rq9FWazAEnIxn*RUf~lCzs^ZNrSC5Kv;5!m`6u#k3X3jWvHrAO
zd8S31n30C!YWuY8#V_`W+x4%K_{rv@!Is~Ah%>NxuVT`Zr<_N=JY38E=5^(6J;BS%
zKhNUXH+hDg&%Lb2ckI<d>)j9eeVG@%??{T_`upnU@*2^5pFeAfo3h~R!fVA#Hi)jd
zq!fL=H*?OZuh)vJjVcy?aQiyvqHN~6E%UN1*NGd%Z+6=DF*y3XZ;88N+qcrF^MNhP
zUtB9r)IC*m??zQ$m#(VFjIfzg%PiAs=G^`+dBxYC<BE*(j0IEm78xo1-abc#JxfES
zxN@T7%udc`MrP||C9!9@8)r8!yU)RM=VledJ<DH_?JcY~A~fEM>{?=Wk|AZ5GuO#9
zBcH^*2bp}jjqBP({^zWCx5z;7m&nalC#Hhg4-322xOGkD_<2BtLH*WJt^5rOKe={$
zcEo%*u)UDWDj~V(Ldu8DsoUM#Ycf}S^t?FdjMMwBkM%1yd#O(nNt__NEKe!1acQ~y
zdc9ZT&T9(7!o%mfy8fQ2l;&>}li?<s$0ls%rn72;{Jib)E>mKc9Cus&R4-}iq9^^K
za(3@-1zPv~6N$>5Rie1@+3Ky|7@2?D{H<7BJ>ytLLjT$0-Y;J5W&3txk6-WhQ|JGc
zOWk;~);=xa`l;h`h8ylG{$9kkP2l6-wQOdImSG=Mn5A#JhV#DZYvbepCCp~F`)_@B
zqpex9uEFzXicckSxt{j~@4R$rQ=;U&Y+c>rx*6w7*Dg&xxAl$9pO+b@_a5~65`X=Z
ze{5Ro^hdLooVs`L+B5qzRq8uZzaI+9ozbAi(=p-Ylq=Kb9M=eFl1iCXv}{Spv}+Aa
zkJ$Q`ey|X6?Z0_+{l`k()lak=R41OulTJB%;lQpQ<qNJnT!H^s=O$b=JvRNl@U?QS
z9O2W7!XKv2R-3!7icR3%&P$VH5*X4?RE00v<GLa9#iinVdoSgtUs=xXRJ+S*MwIdG
zt;Q|yr++ta_tv+ct0-J*-y^$JtRR7jp=eF<@1+~2cH8nu8}T1{+}z(*;pd_9`bfD7
z>n&@u^V1?H?3pnqLNsnp$*G&_`(<MMo=?@kWG=t`;<oZ~gR`95Gc>$j3pz$KZ0Ehy
zt6;EZQ(lTxNt$_tsQ$5Mp4=7%8}c9QI4H2%zBuduC#L7YGnNW8_)qwracyV!%=drX
z^uo8E<KmL#)O@&T)+sK-vjPt^7iDbLnELFCP>trwn}-rrKNsXaEEGR$vgEm4R?U~R
zi(k)9K61NjO2TQjkj@b8OFI*aF13BS%5>|Uj8*#65?@tjlcIQ@E$?L`4sdO5c)RY2
zN8HZ~p^sC=Zbg0;irn$bjz{&EPVTN*PUi}iWNzeny@~OX!OZn6%Yu%BPl|Jxdy^^6
zKi>1!vP;ryzufb8c;4oc`E-VFYJ6NpmHLEJng^1X#^~3dQDow@ZVEWOV-E+Xxa6OV
zHy8fx^S{e2^E=IO-@Ek8fG@40-QDZlTR4nDr!360e{#WdLwd@odUK~jr+@d^e$RdL
z{7l{Qs@12vZ`mJmb7ZT%xL3U^;Dm7Kbi+rx7B!vQEO>;Iw@LeN$Q1(-5htG1$$NZ5
z^<tQHW?1;NIxAm0?6z~7cB-SsB3)ClL+9pf_WZruFL`^-n_}tObkpO{9-i-A^u*}-
z<%ibWlH^u>nh@k|TP3HWAh2O#Q^#7NWxA8ng!YMf$%rhu&LHd_5Pc}TR(0F*Lk$vo
zZ(eE!AGY2Xc(HOzNNh{s&K_y2nH2#gmZe7SyZ<=%z1jG*^wt&b7dyMZuitS%YnQ~;
zrfEwY7p+K)X}V)n{`<vu(+0CgtDFDt+Isf#@{Xz;XLU_Eodrb-`Aa=)XZwDN42syE
zd0N{0!>h8tLVb@^zi&CaZ$--?=lM6qZ**(2xuw0U?f<(;?O)dS1p>T>JZ^4jtGgz?
zvigZL=Zjy?(w95G-}6+HT=(@v{5hL|Z5bga7fpP_+RDM)<XtvH+UQWwjfxfLa<<QM
zI~<qzW}>~>&-BVOISI-Ae`e(|?|LS^)k=B!g_!*dnKzq+=B&&A`+ldgowD7k?O#vi
zUk+Yu&OOPd?TOPx%`eQeFF#n(bh~E`-}e*8HOudHy?$eQj*l(k>7LzMewjZE?U%dn
z`zmz%{Y3k9-zO-q+sHZ7a@*;@n^`o?%dK9@{hXE;;g{<1W_nt}wTd0rl=u54IPa@<
zj-2pC?c~yRK2>hMXOe3pW=}nEp<2GXUia$sSKm)5sx_@JJW+jGQSFeZda(DaH^zbr
zbN{ig*yp%=0teUmCBG)kbL0yzk<{~F{A-bZWpAfK)Y?0zTq5*px_nw#_sYDPaeKYs
zt9>u$C4V|Bzx!c!U}U7+qhC=erUkWg*BEm$^&jwi9~1xm{Ga8&C2AIMtUq^OrRGtm
zva`DHyxk1{C9KSTMAp7~=Xh}QoE4cGP9^;h#U#Hfx}W&wZ?a}q|Ni1*CpSesvu<8H
zZ?8t{f*Y6px_Yt>JE!H9ER_52rk*AI#94KrR@==yNq_UF7p32Qz4ttoSK|KO@9th~
z`QHwR7RCpJcWHc>yf>P=Jh{Hy&DxATr~Yg1uQ@tvA4v8K#F+`q{KxilU6S5p|G4{G
zc=oag)Mi-EJ2Ij5%F`uF{;LI*vL7+2`QyOw_T7Vk!w;BlN<B4d|LFJkxD|i4&C2{`
zq0I04zx_JT7di3M*F)<3%NqZGs#sm0sT>sWYRkfKbp@`e^OBbTe=DCSyZiIRw;%QW
z!ma<VKF3|2cJJKdRlfh-JS*3@oHR%d+W7fUmf<F|StqaY20ou*Eva)_DrSo2&nFwB
zZslIF)nNJUvUF=lWLn^q1gpiuS0`Wi==$}*j+SrN=Ka`kwB2r>npx}y50}~dZ3Vgg
zYu4WBdits9to+`8+l?Go2+b5-cwoYkg6yX+bla1HuAO^d5K^>BdF!h>_T13yvol^?
zdZVrIzx<eY^aPIMinm=kEN>U@T%Yj9;FUhZZ?{|4fon~3c=xt^%hxEId^ISqxyjXF
zL&Dz!R$nUG&nPtC6}5Y<BX;DZ%AHlsk~Ka}wJ(*vwd7=o`Dkuhpts)b;o7@Xc~#TS
zF1{IXXXEUg7wst-XA8StJh(rT=jo!y&L=NCe))d_&r*{;K5c1NrzC8BukQSL-;X&d
z8k$e?)SZv>Xs2~1NzLmkvzT%BP{o$*n^tfXRF}oA_o?|NEK)7@!22TiBcoW!1^f3j
z^c2h!SID}j%F>&0!}aR9Q+H44>EAh4$bRrW;~VDWO`Tx|KW?qv7v7ngRO6T7y8X>7
zE~Vs^il^R2S9AYMoqIX|@F6Fy!>XnKXM9pB>ddfzw?KMEy+!y|@9zd@?=@*YQ&`8q
z_H#4$qqN4BKHg26dK9x$FY|oT+$qQsz0%@r-`2EwbDLA%z1_R}U0Fzom{@Di|2r4>
zd4pc^lolKeP&#+PE}GGG&zVKPzqHAow&vfk#s5WbTi5@*tp1xfSaf`zoMPJC7-jM_
z`dlRIA}x)sxC0MfG41O@T8zIbd#fRr;<IPIYggthOJG-u3VW2*%HuaTc~QT8%%<5#
zUmv;oZ1T<Lt#cks&3@y;DINZ)g+-XHvnXVfM_bXuS)x5NI*MwpPGHF`*qvTIFYRyg
z{xy&7C!X3e=hyYOEb8mDd5-N{G55pgjY}RLKaeKA;LeFQ8`Vck!ucMWeBQg|w7#a#
zrL6wqjEC>nbRS(Ts6J74--=u3x~D9^`@Cx9h3!|KeEzvoP5E?dT*%XCmfGJ28EaTV
zHx@kX5!my!ZSV6#wu1Wl_wrMjj|6!N&RM9tHK@weWwC+E!Gy+X{3*7)llJ$oO>O(A
zC1T_E=b_P2_76Q)f&~xdJfgRrmEp^ks!~60w_MU&UF^&2qMe^zY-Jx6oxd6SSE9CS
zd!5+K+qwUDpSbh)MEzegqw+kyPs>l<`S;*=N?upqoI359)i2t&IzJZvrY-nWJjjPL
z_Wrlt8^?dV**@=v<wee)*Ihk2&2oOJ-%dMM{nkz-=fzu-M{*+HqExC+@XiSTc&PNq
z?8JO!C*ilb3naEp(QmIh#I!(R&ZLELsfuN(dht&W{SZ-j@ysS7M+CG;{qpa~-JgY>
zYPW1K^|>qhHgCIA?UidTT-*kq#iD8*SFHEmX!)+DwUcv3)wkt`oK~!tf9zU5LE_cv
zDE@*?)=srfpZ#YYJgpqV|5dSL;=XxI+`Fag`@UQ}S5q0d(W>`eSL$I0*K&!=Ty+vJ
zC!dw#*`<D|{N6FACH>v&rZdlzc)9xVs&C(N7uH3uxG$C!Av`Z}A>UuEwj1V;o$n+I
zzS@=ZlJ&y1YH5*6?z}6NL=;sQ2m2de>IwUu?v|Z4ccF2P=GzlDs*Y)1>$k9J2;Lu;
zDa2IMvG#IZ*V(dL6YF2i$d^0kF!QRFlK1DX1+h~ccW^bot1~$8>Y#3u;TC?UqqZi3
z;wcA?>Ft|iy@Tt+roW{V9_0yk&M=VaHPC;gt{3(oUWiv><)3M8V%<~!7Ktk^7W~Yb
z)T+NK+chFVW}VM0okgi3l8@$@T=F+;J1*mVCP?;mczWLF?RO4rzjNT*zyG@C1^55i
zhw(F(^RHac_4Sv~^pme&^cgr@WMb0V6||*m=KP?*b=_Jr!pt!)<~Jrx)n4QucyQ&d
zr|!QaRCblRXol(-&0ATYbM4Lk16k^`CUUXG6`2&z%@LdwB(Q^niy`vOMu#(pwVAVp
z*9%+|4eZvanv{{7Cd2Z;qB2ryOGEjF&xbUlHn%usU6Ph^`?b(^zVpm)Q`@q)i|*<=
zd^6<bN`Etd^_3atB}+`wK9xx>+CAgM?a9Tr?oazP{qUsV-4|b6J|Dri%C1_m?aB=g
znP~0hTUAdBt5_8O@9<_g8?MFgS)etuVq*QjETK84Yct=Ndl&RoUjO@b(W7G55DQix
zNkv!l%`0xc(v14K$Dnp^!PMGLp*el4_)C=Jzr=B#OSGwecyqFfh2=?xjtu96Z?)#>
z>^})wy79!kcjW?ufHOHl+qCz0TFD0gTB7eXDVVdUYs;LhMU(fI_+6gMR9R7+JjqXZ
zJO91F-#Q;B72jh?kxn+s`C!SdVtpc{De;T+J&qF33*}2<R)nRjeLwe2U*@L^^LC%x
zANQ}m_mGq<mV?=ih(4Iz+|mH;V0O=SDyP?}SlF-Lz?*SEYU{D^2@Xt_E6%9KEO@2-
z&~U}9C*NM1q%E1Cly+}k#=WoXHV<OjqL=ed?G3o`FT?)-^$+r(<IRs9nxDV)ui@3u
zidlC5HSYGW`~PS4?~D4gUrcd1YoEXLzoFmD_QU;V_w#-j`mD})@%Glk<6Gh`{d@6d
zx?c2su9Sxt>n3)d*LYjMrEK-rmG3v*dUpG}z1W_W`-|`AZD0RQEqQ)^-lp{rXZ-#X
zyniAub4^f1m8gEyTi4z4!YAJt@6(I_e|Xt>`6v20+s!T>-)h#DbR&l$r{Hb>ckfEy
zx%dCQ);)9U&)3KE^B*2Q-pRgV?a$x7-@Z=!Jf;5C<;RQrPnT^o|GR$s|KD%_SN*QP
zzw57U(ti`Z`1KdAr)4ace_LavTm1R_`R%vOXYAi{_L?Qf^lL4*d1eQ6W%(}p-v8Os
ze5HQcZ|?0CTMJ8HZt{I&$#K2)gW{dA7f$i7l<HfJ@`e9x-5q0-w>>22#=Q1TE7*PB
ztT);H?52zG8;j|Ew?EYG3y3w-<o&ukXSQH`s#>?#fqJVy5!a-D%9YQ2+p52H#|>lu
zWv8!|e-q!<nz(4e{-_z<v##cx7T&sf;@4-#wnwx-ST4jS`}Xwa)2lzdKKs{n`n3N=
zx;LJF{b2e+S5{^P|F%vC-n);U&Xy=G$i960x$ue9c>Vphmyg)VTs<EyzSZo__ROW<
zS#9^NUi2|md++|!yTh#JzPs$TM<OS`dC9W=pD}9Owx?9e{3rWN)!X9y;LWC2{OO*%
zJ+<E7d1ZCAtaIAcqba$QW}2<5d$x8GqsR=-+^6#b!?p`=S;n~OYU|?@PWPTBc>iq7
ze!kRK;&yoRYNzcx-UL5L_ugfnC110|`}%qp@3YTJtxp85{c+7mb5>#{+lSV2K2Ob(
zwF%kRdY9~(bm;iqEsXw```^_vpF8}UZA)y;b+$j=Z}S#Di%<JLKfmlZ$G?kd-+#Nt
z&$r+Ie*Hgp`#tmX-|l6<^K1F}2bNX6)0Z;e<kwhT8ZM?Q^=IYjKhw5cc{K0CLvdyv
z^W%=~E05g#eD>-^J5Mhqc_UW7HLCZmYAiA~3QJsl9sbDcyt-P~vw7}8a}4%vc`MtL
z*U)_DyTks!1qN$FZ~tgn5bhJZAmhxjowa!q4l*plw;F$G=4f-iUFMX&Fyq}~4H>>4
z&cE%%w{pjGAKn@w6)yhOTcp-kc(!Qeql$C(rIOK%v3B==?D$i4KUjYK51Bo7(RX$n
z;p<zvr`XD>qG0#M_=_j6-k$eo!8gD3gskxJZ-*r#Y_I-vjOA?iOnkk6f$vpco#NH}
zN3NbVv8emDByDH&y+em@q)rV<jObmVcz3(_wPZm?srYa^p7`v=%NaLp|6a%xz2>W;
zq=kecPqrvSM<JukF2Oazx?dUBmMsdICnFIsy_Iq8gWlP{9|wKO%T3*_YpHVadWPQ3
zF!tvw(_CAh^;=CkpD!VLuvMi+Ky&3!o1l3G<;!i8`Ks%q>U!SS&zqKR`9`46y5MH{
zoFBrK|CcYRax^MjQE*F*OR06U{_oPjGwZ(Z*7UN=Pdk(t9k5Mp%bI-OYig1nw^Fiv
z3T||GTx|beamw#i`-bOJA1a0}lzktga(8#`r+o&`UdB$W-y33n?`24tNWIm5*3BEk
zRPTPfG<DN@-iiVNx%(OR3GTB(+WZ0vOKx&aUbHa$`Yy$SR*e<)S1i@m7(7uZF|LbE
zR_+O!?(*=(kq@7L1&S@-X5JCFF|W(1Bu~rTMaw-xd)}jOO`?9MOT|92ggsNxaXlfw
z#+hZ)?QN%CFkbleSoz;ho$}-HE)f}CpSu@%`Uq;ZD6(cf_-a^p$o};AN#~!G2j8;)
z&$#NvgYf^K_wU_$w!Z%V|NnKbeSX;Qle_t6{`Q^q@nv^^N9^yf%4ffIUg5pp>_30L
z?VtBy&(%49cf9{%c=qt|&u!(OA1Di7U-W0^`Pci;O<w1JzWAr`yzh1QOJ5%Q$YR<5
z-1PV2ZKt2Fd$TKT#cJ8G_gl@yc0D@a;-Grubj3pJh%-K#`!cOLE(FXz_|sl>_d$P2
zVOC|qPrcjTZ#mP$_j}3An(%2ymMr3Y`^M<xjD7V@849Z}_M4wRXZ}R%TIECL7se^}
zOXi36fApWtHa|$=$zLby#5Wu!`G@3Egtl<FnQzYCRp0o>X|}84iaSY6yY9Z*{_kU9
z*a5*kc2Ct$U0Z#y*WlzFCRW3#la4=AnDMbraks^UbymKCP0cAz)y^~Ay5INQUVJyK
z?ZU+g`%cv5i?O*KuwY1g&ny&Oc{o-rr`CS@@$ZupEKLvJ$es1mZ?Ci6j@_>&d|z>M
zD-Wl##MNteqPWZ#y;WJFAysr^eN$pbQ1!a>DZX2DJX@r%E|pu=V*6TYJ7+-Et-2kV
zCodLr-!3-H>@{eexBt7z#ScG=4b_txt@<_kD{mRhRyb2zvX!Ajanjob)3|3J5_p)Q
zI7=~*&GZP<AGSRH^2?$|Cc6y9jGo+d3QW!35VGl2z>~^djP`2tFKm~*y!E|#!sUSF
z^71>U1@FE6evaj~saJy-&$9J3d1}8YwyxILJ+WqK@FcJJm1@&f=WSbkYP)*Fw3(OX
z1z8WIoqczpRx5<(*Sg~0pM7tBE_?jPy(M?8Q<*orgKz0e3$AHlPw#v_vF^8oZTV)V
zZSuDoLa$vBU0gO{){D38wY~8V&+`g4pIbip(}ox8p9=2#s_~ll__tf4{cpHttiRj%
zdyX_8*Poi;jW_OZ&`eO!&+RJnv}fTyuYSQLF?dbT9g(*}`yWm8J;+@1dY;5B-7?!N
zrhBS(iSy15KPq`JM*YL@Yl^cJo+rg!PTIWj9-plNzwJZ*ewPV3X)jqXTCB`I-dVRp
zGF->&deFK;lUT;ze_P(?EIj(QUEp^aM;Ax?;w$WF=k&Js8XtSl?fzA<EOW=wzOB+v
zN^Y&^KA%5Fj(KKu-gEOt1&jTOcK7(Eylp;EsZ<lde86Jj0`ZqW6V54hm3zMXy->qu
zy712^6TertZe4QbdFZiYjlcSoqU@>01ygyyp3h!x!!`A6u*^lqdppni%|4*K^VH$z
zyRy^Y_sncvBkjHV(4!p*d6(+1CVJ}6eh_|x#d_K&`9zUB37XuC9|(H?oauH@Sm)_2
zX@;k%qFerZtv>MRS^cWe4ZQD9YyG&rwkfRU{njwXP<ET6S`yV;xa1hWi|{EbrkOe1
z;LBdv#o#l|@4A-kzmor-mOh=Ybu&|F`s&}Gx9P_?UsjO&&hfZV{LSI;Ix$nhlvf+L
z+8(<-G~F%xnPErq9+wL)w>dUz#8@+>l-@M8J7%G}JhqrkS@HE_p(ocb@%6>Ft>#=D
zX}LQ%RW|<VQ$^R(!0TMT+w{HECi@!ZT(SOo_>ZYjuyN1Z<T&Q%m$+x|S>c*cxIx4|
zyd%M`B8JN;Zr2_wBaR!|%6>QBd=ZT@IJl6fGhqG`$vI~AWgcrpC-Um-`j>iYS!hSG
zxbcT`fxB+(`)-^gwADj+3Hx?^E-|I9->=MLUxi-kHZpkgCs|$No21&lJE;L1o;(t)
z37zhn`|rns?3NuJDr$RD1B%N8ugwc}3YmMqtl_G#ZlX@-%s-CvWZoW3o4?sHxI}7K
zLg>8-dymaEniH0@D<I#s%l1Ume#7UyRblNCa(ixnW4*{Z_o7*Eb>prhr_QbDvhFD2
zxS+=`=6q%4eUUf9C2KECua%m1=;#5(Y5LvYPoCk>n4zGiy!64-xS-YZVsAY#oV-)R
zcfIEh!$lGzmoMkezQ4__c&%#a+xnlK4d$-`G;iJ6@zMCn))e`<UKc(E>2Rf0*2b!?
zYW#Z5{v&s&;FH9_TpPJkUp?1l-}>D5deoR+c-QCUwZq5tdU@G*)-E+>|9yv+ztvtk
zYtDrIhE=~Ryh`(QD}EUyt$XGisr2lGTIM?UGr7)Ug2gIRJ1m7vtvf6gFLmtP=NrUw
zQ8MYAYsZY@mv1|E7A}(iB`{;=<L6RJ&$4{=JKSD;S9;cF_g6?Ud!PRDKbpR)9`9+H
zv75`aJzYoX*)E%Cji5kl#{T4UGkRt`*0`NJyX@bbyLmtEhCQ2c{X%)fOz*PkbqlB7
zocQ|R^{AQO8m3R(`S<7(QU47_;-?+$c3DP--H5!vc}0n{V^if;;g!~Wr#UC~UFlrw
zad7tr&LcAO@9Vj}S~2PIy%%@CC2Ce(zj*Fw=>8Ptbt*zUeJP0{?Tbqiv$<=s4!TVJ
z#l27V=#<Y*{D&;WYpO*Lw=iygd)J_vM_<2!-QJV&#FgslNg@}R+mz4V;js)_5bn5f
zs-NZCq)FS9cI?n`H|pr(G`w?3)Yiz2@5i#R<Hk3yszk-CZSYR$KPa%ce^R{N$A=LH
zzWdL4cchBxh$<dx2{Qe$e^aY)N{Z6)gGV}c+`e%p*F;D;vLpQX1nu`lcVe~bI5SvV
zY7O(1j|EPZ7fxEXU*n0?1I4DcXZf8w7DY~a`&|0%<I6vie_B*5Pg`+1`RPq5A(wSN
z7Rv*yx?WG5S8S-*Vj3`G=llt_YFtNcXL5bslmF%Em+$@-j33@E6}WqXRmNm{ns3$Z
zkaJ<ew%hufr2oZE{T6QMS@!q2_ZNA?i<hUV?<=p#-FWrQt%WBeTNeqQTD168T#wR0
zLAJh2TD>oKyv=$LDXO&nTl3w=9^G83^|o_Em6tzIk~i*34?ZV6#Xf6g{iJ9=WtpDa
z%X<V$7M|yR7O`4mmer1ltc~W~2k)uNOr89Cnb?}IjV=AJK5vXR<2%;x`s-uW-M=Nv
zo1C9dIn%+^_(6cn?ECKXW($^Bv)*^J-obxy?zRM*txqI4%??kx;TLPZJF<xR_Dhd_
zzkPF-|5?OwWua<}(Cy57J6t!-mAYkgglX3nm+mC%vx$43F>VV^`mGnfVXj{!kK6O$
z**stFZd*QYg1GRrzVm@9b+1nByJp07_esY&!;iuzn^wlCyuSVGQ)>T@mmG{c__=ca
z{aky*-*REZw~qPO_I~}{Iltj((r?8A$E$C6RrxOdS=BFW-`o83gk48&*p0Wb(XJmi
zKfhsFuq)|bx@Q%i!?oQ!Z!D~tOIJu(L`-bj{#sgbL8jMfzmA|!TW7y$|Gh|H&+3*l
ziL3s3ByHBady}(ZZC--c;kLVuZ<u{8s@^)Uvp8<WE~eG_)_nhlDm5$TK*vpWI!!ND
zi7%9px*vD%71J*>FR2H27`hJKI`-SxH-@=I`l|4k*XB)ob-lH81n2#1VBpy8Wgw>e
zXmdrD{%z3~hTe-JJyF6(lR6anU$D(!e)g}ScDs7e<`=J{Cht;BP6__KDCPDK{#NtL
zzJFpKq$}<A=n&fadIq!W0iP?k82mg%`ht5R&fn%L@=m)Wc28lRcGGV6MJ2kdJNjJ|
zci3(2v@#C;D`UCSxBSN~%cZ7$fz0x&XP=w>>uclR_DnMyj`I=!btGh1$~(4A=)R$q
z_m5LT!~U(KMdQl!?6gz&Y`a$V?0KSaa-l|OXG+_)6Hlhy?$g<~{My=02QpK%6F)YW
z>^<yqRaBWp#D_z#YwknIs#b|x*M9c9S=}(+UTpK~w%Nbek`E)6Stmp`_?;-pnKZro
z<?GzT%rB0G9N-cE^z!m`3*~@|+Y20c)beU8-|cMO{dJkF`M3G~FOQ`kk<!TcQM)$O
zY0bl{QBULVM5T%`e|cVFGG|XzwaJ@@hZ)oD_jK&<VO*~GtJVIFxw`j?BZs%ly#9pa
zh2I3<o3Up-nESPY4@L>Hu4lX{Ui71H>SLBV*2j7(McHA-iMIuM6VBLlU3#z~^!6#E
zRHnAQH9Emz56;D3K4iptf-myjK3l0)fvJTrrY~Q&^M!ZFyCZwqcbwV~<M(sv;kWI3
z%$rYft?q5o<uaGNBVJP5$FTTd?}Fr2>W6L~vJIQ$skz39>&A8=C9R;6F4u}33A&;e
zCp=D{@+qe~*~pbo_tj(jIh#*ix@h0`E~ffY`r-q+#epRfei`m3eky(CIFj2{|Lwxf
zWE0t#WlN0~Pi_Bizd19dPq0zH&sW($bN#&g5|W?T&3j`ev2#6C>K0r#sj1&(C99$9
zWe=;3vtQ44oA;x&JgPG0w#lR|McVf7mhoEnPkU8==abR}>)DY^u^Y21=iZp0%y;*N
zyUXcrnMDe_Gb%%kX1M%qaXQgDBYMN0KkL7Ga)pWaXKmTD<HV*<or3fGrd@YAHYd$C
z@KN`sjnk)VS9|~6nz4B5ht`9ilu8m#w6hv_Ec_-b-g#W+f$C{*$-+e+Jq+d^%CgqT
zKRGS@U24FL%eCeW*|)x4_;gC)pqdlAYe(N9@sppTKJiCRy_;4USoAG@ikz_37n#zd
z6L0umSoG0~<3Cfqhiq53N8eFdDP8?nIS~TJucl4czhteuzH-|?4gTo3*YlsQa%vHJ
zEE&91UhYQn_UQO&j%SwLPknuQmHE^&YxFm4ee=fLO>*<TqSvRM%{Ld-3g32ZMthL?
zDuIMW&2qPPge!{V=DPcYX?~Bso06r?tICmk!_8k%Yi4cj*E9P>wVz9_HF-b(TTGbQ
zbMwHL;g)Nf7q^++o78)7p5oU_v3CuhFAL+a-qu-T{p4%ZJKg89)4y9v`Yo@ll$gI@
z&YIJC;lc&0ziqxfXU&Bx`BPUetJ6(otg7G^c4D?aZKDx+f0oYjKOu|l8AP^ZPW0)L
z<`dh$)@8w$oqo$yUf*+A<ROq&WzfKu!Wm~_eN(~v*t}!XL2Jy?6gGb}^Jt!SbE|Tp
zRoMC4sj(u`+UHI>+U)23a(2Pj8(-O`IiBAC)y(C>OpV8m4neDT6kO%m`&pxL%~$i+
z{V8R-PZWNAsq_j;T<0?*+N9WA-e<{&O!3;N%Rj7VP4xJ_<e){0_WGNdXG<oh+3@le
z)dc-``O@uzu~R_(bipG=ealY#;FA6+vBpq1<F4t+sznPjmkO`_#r4U>PQcbD@5Gi&
zz60}&Uax#^$)FhF^|?f0bD}gS3+J~fwT%x0-F`F)pFQaDRa^P^X7xPFzjeDiwTt+x
z-aZQW^s}grIn+Lf{m{Bq#~04&5c~FL+m8l~nYDkNte-hgJGhqn=2RZ0%KC|}Au4)n
zq|^8u{A9BJ{4qGRt2f5?_!m*$qKAjxYph?HoAkx%jM}`-tiKod-YE)r5}osC<ySwe
z{pOE#vd(@wve)Qb?XNT8$1G39Nj_JoN}Urg`TPfa$;)^1PJEx9yCmHC_cQ;M*}ue1
zw(ytw{+-0$J@w4bXKRxzK8sr{&YjP8&f-Il;GBssuTDw-!`^Icr2XE}Oljw%BmKGu
zCEp#>|1<Zg#2iEaFNduCPHla_bL(Ayv+=TXm3sHiuiAR+Z(?4Q&cPEp>wX_v+3U2W
z!y|U<rnumsp3bJ~qvFg5k20C8wG(XGS?aea;Z|>*m2rLE1jpRk=_#*PoG@gx(K--t
zW8*iL$>026z7$>Zd!_E_kiu%g*E>11=1o#_yz-~yri!qcdR>(UyTan&+V5+3Fa2MY
zXKsHc>a>^WZBxe$kp(&&hh^9;-f(~V^q@yeRQWlJ)I^gAKh{f}Tg|klb;u?@cRP}{
z)Nt|^Ay>W7Nx$A&h{dkbD$!s%D1Je>x#;M|s6a#hh5JwSt(<T)S4G5sg6~vyrH+ZS
z*6dYyd*D~Bn5yhcQJ39+luk^Z9s4DQe_^aWn*ry!ha4Lhc&~CaN?x?Jy2($_=}zvY
zgP{rXj9gj&IwKVMayff~@2!7l{k6_dV8h2h*Np5ryK){**2tN)c+ExOp6<k77kigq
zwy}A`VJyMW#t>)8?og@n;dkYW16c-VrMRrm&WOLyKAq><T28%B$$~5f79W@N9q7|(
zd9w7Ubkjne)_s52Pc7oekgB@exaItfSskhZ-MdVtPgAV_!>c{BAn?VkX|IYb?_Y75
z@OZ-3_4NfyOGOVIvuG1`wODk4z3fxK;cs&~7xDW|lVqC~oSm*<<P^5ytEwA=So+25
zyf51W9DJ^v3KdFdZabuKh%+R!+|nWFh7q6ou@h})Pn2B#(e{RW&ixsaTg&;S=kb21
zWD)+wCK_?~d+pC~{r_4X@&B$~m){W0WBntErCUEft|#H)<NbyO^Dgpwc1~pfZq0E}
z?fs75f)@3D|78r?YfYxTJ;}G|bD`kXv=>*`&S&dBy1c_WX#RbXnu4p&%z-5?9pV1Z
zln*S7VAK2U(6NBo^G!(ZHY0_c-_zJq&RMyaG&me)Ej7{AEjjJ-Yr%ti&a<!iUVN;_
zvdb<-=y*P(PQ9RJz3$zKzPXc*I{R;)wOQxlB<UovpQ}F0>H5fqsZ7}55OtI-a%al~
z$A~*pnUi@`ZrUDBEt?!Ap*W}h)~v5KJ!W$&OuJZLxi6Zq=;!79-417GJ&<>e>3Dni
zmRg{2^~&2~d7B?=MtC0DIyZUoO1-u~Uf%;PQj>l=6g}d8IC193iUJYkqVK6aTE911
zzpxSBmiup}XOW^S^V^S>)hktgxO`s!>DcD=ZTVkZk2pmL=)82)Pmkd9SSB@J;&Z3-
zy!?f{8$WDqZP)wl&F}DbUyggkCl?QuJ*<hcZEKI6iD3<#7W|Z*J@wUEt&SfnIsE3S
zG48rkZ^?N$@*9Jr;nw*!(`sYieOLeVZEpSCj|GWA$*$t9&d*mpvk=l%zP8YNW7(>Z
z%9jh;{8l__;(W9;HL}AX&B}o15l8=X4-q!u=c~M}xYl|;C}vO4XFY%M=GjH-vwa2q
zDn%})obA{beg3NCEm4~{GyFUynvG|4pD^Tl=q-|0JarD=A@^->4!@8qH*M)QW-&T8
z;cnfTnmUap^OP@acFr#Iou@5dx*<j~bXxk70{0%p-Hkd<hb?zX?MdS)-L%0WJNDIL
z;i58!Fb}V?CmViB#H)GNe%f$2sO+G#-eT^vDc?>n6gl+j+>r}5wuV}>whJ$lsCjYx
zY{TqoxqYWzl`Q$46wUij^3LfyaUXr^%>Oa`dt6-Oy6xR_>CLkW!d1+s&pNPjPI0`J
znbf2NXZfWw#1|(N^k#Lg(WtZDa-h2KUb&3%w4bM~Uz>@sSMGVRJNH(k{*S!hP49n&
zHJ<yXe<^C-<D$+j*NoNlFWnN)eEZA&M!f#JLk9cx-yIS!f4Kg!-W<Qj{fRbnr+wVK
z__<c?ghO1nSr?_(M|v$>ps>0$e4D({B8OT*g`*W3i5=}GcjC72GPi8DxNCLk@Jc0v
ze5Ng~(`#OfsGoW9)Odz;#g!+ry^D4}pD1$E?qYzoYmDy3C+z|6G6EKC4!VCx;@Pq_
z8d96*$~NW9adX%ruQa1^%duA5k3Tamo{8FGaGSeses@&n)@L?z$`oDwcC1*nz^2gP
zpzWNPm?M`{nJ2%!s^(;F-NBc7PC)XD=vkgm=M*z8Y`iai$j18izU2LtwI`)ZpWca5
zd4BZsuSb=+o2$P*s?1G3vu965+~>D(HtYW#-rx58tMkYDn48zd&%f?|{`KhRS$`k?
zSD1Hw=WLz@wq^Fy_>144+xB<+2lF7#6QzsT45xk)SSZBSdpu^ti=1dK?qe6XAKkEl
ziF?!AzJ-b^UG4@}+tttR+0c|T`-SDS<z>SEucWe+Y6bT==06Ht+TOk5^v7lY1SAeD
z(TtdIV|KBkG<WVf!MFVOFZ^nbZTnWRS^L&B_MJ~3gbB9$Tx`9P;PFO6e38@p<x|8M
zUuzu7>^vylcvg?;@x)q>srP1U&QY;CcD&Mga^>dUjd919+p6@e)Y_@=sp;I?2X=Rt
z%>Q*!^SS)d{o5)_ToZf`Z*B<*`S$K%e0JG&m492;dy1TsVq2rkl5{e0MuD#KXYMV3
z;))(DWDIa_bXgS3Y>+eA=WXAU&w05<bqOc@Zm+#&eq2F(3FF)J;`#Yom&|^=U7o?)
za^VezB$1E?hFGq5h9W<gb8B7__;%8bi+ec}OLlGOnx`?>51+Vrovp(s_LY)!m`G^h
z+P#|}6v}cwxK?8jd_852jF(@HqRl0t!>{Fq*S0-t{&#i5@zn*2?#Y3i$6EOsTBopi
z+s!}Wn;bdGd!xO+%y#{#@8^AfJogk0cGfTb9T{J)x^9K~p%wn`oY!1t6f##-ciVk#
z&dzxYUAL>(rhDwUbZPTmlcI~B%`uzRj=nWgb6=V;A)IAlKy4gD&i9|~k7AC#*_SUa
z$jzbmFSaAs%IM0>do|)ozqLflYksL7+4f&l;I`Jubw=*i9d8}~Ou6LgC?;^*oq^By
zkKx11>Rrb(qWjkDQe#@PUvT4H^`{XFmRKunJNt5x!>!aKWoPv{l+5{yeLlH)Z>Tfi
z-WT0;dZpyD^~{@JzdPsFA+x!c`zmL-&|Ph_b+^7LUhB4WvadRMO#6^S&u`ZHTivJo
zPe1?j^7#x!#YrFL<`x9yX}YxBHoF_Ba>`&!7)#)eL%*g>X<zdt_)NUP*P=tNg-6{)
ze||pobxZv8%SuvzTE0u<%-)tDJaPT<HQ!xiRG<ED+rtoA6EeeQd#<^@&7834{9n_a
z%wOU4CSdmy{Y!oSk3N|%-oqvKLLvIZ*L8*;3+Mc~Eyn!ohCs!E4=26_`~2G|zIXPY
z*SG)3&G@!xiL2kgowsIsG{;Q*WBp8H|BOG@9$)Ux{u8`7ATahzyRdtej&#=YH6iCG
z+TL4v>DIJ-{Y)Ey_LpnyMIP~N^8Vv4*%7{D#q(^FV&yg5C--k_-6)Xq{2BkRn-gD8
zzSQ^a@bsU%Z<*EIC_TCVYhSp^e~UMwU;2)m5@xAeKg06|^YNSZD-|ZZc^>rbz03TH
z{BQ4_Kd*mPH)B`3$$!U2L4O0i4acMR+gg537iNsKQ{Aoqx&30GE7#ZDnfrT|J9&Tq
zcP9S4GpCcZ*@;h@H}}r8w>Ma&(Gh(0<9W|NZ=KErJ>oA)ey4wv;g8n57q`y8^Ro>T
zDfNETzwbw6r@heKDL<GW20qG9yE;d>UT@!&AB$DuciMe?{@FhGfYp+}F<n>J-k<aJ
zG4s3d^uHhE3puyG?5no4ui^Ioxp0Eb`rAfz?xlar)BadY`gT^*J|^ntmVMUu!`VAN
zZLzoWN}cxfUDVm0fNqm@9yvc5_9lt7dUSIbcviXIh`oME+o@1l^m6Z{{=6@@n5*@5
zt(S!7-2S0fGwIk~wo_MA-hR9Azf0!i>RCS|YrkLoHY5B%^@iE|>|C6=<*Z69R%qn)
z@ERwsxZv~frqZ>gP8VM7&cCO7d7JCMK4+QI+mrbUHEU!at#|%Y+VOvz^PZ~u+xeZc
z+!wXW{&dN{Klv^B`0>Rb!jJXEivQ#)jO>uT{q9G1((&NBciLq-qDS((WUF_cX#ZXI
zOTpw_o$l3hp*)sP6Iadk%gtlqkPUp>vbBhHz2DFCOKzR~V`|FsX|0}f(Ayv1_D{-k
z7pjvFe9JQH!Smp^S2q6tHS1SrdSthO+_B9vL2sXIGjoiL_1?Pp)Sa$nw^o+;-S^&l
z*n{`(oCP(;SNU#Rm^*si_~q@sNmY<<Wf{-8wZA-T*sq>j^<C)dIg5`QVwT*R`C|F>
z6=gBO_qXlevnlhHdEQ_9hL?{Ut}cFKRJ&rn*0=s{ANi7|sn#>?qCS<BFbQqtd>e7l
zaZ&VHg_Er*za+LD^%vZ}L{2B)GsfI~!M}tZUVYq5-&B|J2d*|;F0NDUBfm4}30F`*
zw~zeHYm03<Upg1QuD8G3F1@<lM}AAG&}H|1kD_PTne6(-wv4~adusbkyH_lXv-ih^
z%WYQr%NKj|a<88G?mdy=Mz-HSM@*czSi4vB<)n2sNv>7X*8Tar#-qM--5>u1*Q!<P
zwz%AOFR0e_tF_p1cbmz*Cecixbz4tF7Q9gT75is%js8!cI&)Xcng4f`);up;Jgdry
z<K?<(g(8=CsI^>?Ul;Oqy|}Z7X>DMl*Q^El`wd%6zQ4LPZIKe|4$ImTjvnbZoOK`P
z^(x$4D$e8~nZ85X!RnR7_KwXzXEH9?`Tx(Yyg${VfqKH(oEs~9KDB;7=Wy@1=*3IB
zm0roe%4}FXi`hV_JThu)kKx>x+ZPwFT~f2PNZh7)ZAw;N^Uj)(2@(nxrJHSkuMzsV
z#r&eqI#JdQO<%N*e%REh%5<C6;r42c7ta3|-i=mK3$DAe<jB(oL%rbjiu-4n<|NiV
zRGKAlbb;!#w^J@V?rBpL<gjPG`buMRj&4ni&82Hsm8PDxe)mV$W#O+rkqSYNcS;$3
z#ZPY4R|Tw!4O%_haJAK$J6nG~Ox(4gaaJ%hU**dX$^A?RcH5`S&E&DWeT(n(5x>Mw
zyS0x$a{eU8w_h)Nj+fP1wimnSPW*Or+eG7X=6C9R#l?#IR(#Bxuu-b%(UaH(VV~|Q
za2uK1vLBz^T@!eUDZ~B3(^dT&I(G(5o4uy#$aJI4=MQ8QnLEkH&&!zc<g08{RNljo
z6*;;I0ymua8{1ATX=y%EQuUPi>9WJWO>$Kq9X7GK;rG4hq>$X^4oiV)lP$hw3hWor
zRy=V|<0#9t<ampf{kJ7dCx0!;-8oHY>MQ}@H(p}PgmvzSZ&g|RV~YO2oTsk#ddd@G
zzNm2foqVxzW3F*k&g9px4L@AD^gf|LB-7semY4G3do#0S47lSBoLZ-)sQwHpxZR|9
z(>!nX#<}xdHyzlt$n&PvLf+=PRSEy!Z9OGy@HbdaheLraU}|rtdiG|<Ag$*&n;nBi
zq_;HfP_4MX&Cd1vcB8H%2PI}oY+K%c<`JVtJR@`OwtYq%t|FT<dRk6>dw+t-sqe`3
zQ?u&770m3hcSzot`>;s7Jn~_ozs7YVM|M9MhPf=a>YZe^uKvjR>1A>qp90&VNse#6
zE&HwBG3%TPcl((qZ$v_B``CSsDYVQmovp{7craQt=)0Z7`}FTNe@(wS-2CbJQNBF-
z-<m3g-Sa2?-T2kPB_r5nndupaotx!WoVFL8=_eAqid`vwtxX)iN!jUXdupE+##i3?
zc7MY0y>g#FoqD`&$De;sEAMRl9#+#YuGzU_pGMFsB`J;WDJL#wmh!Ssi%*z1i7WG7
zz>+819u!WzWTATV`Zd+(Y7y&YBe$&dIC*q$tl!C#O%wkJv@GY{&-_%@wLzsL|BrV3
zI<48$c4>D{kJk$N^l8HcmyDxFcCuf5TD<&)U)s~4i9&jc@#3E({=2$*B@4A0KXICP
z=}gy>6H2N^-=a^2vAFMgDsyzMt5-<dUt_QS?kOB@@?W-i=*Q{>o$4)b?p~V`<ak6$
zb(2e%(h-rC?c1~dJ^XwA;oapm+b11=x^PwH)Wi9mlY1A3#LR7+IqBqVZ^qCsGtRg_
zm=PDB#5eI~=#C#jn{v60ZYOmAE-bEUaOF%3m^yiKhyLyJ&))vM-f75r%-i9H{>SRK
zscK1X`F0kEdV^MbpUWzpewiow`fBBw+ZHch(9<8~(xPr&dOg>ma`xjh3;PZVDqM}b
z^<$$<s@u`UrVPv1*Y7iQH2X7gqW+7{{&^ElAB|L2EGT&7lM!$JtLyCC>U0UW>RoH)
zXV1Mk`E~B3nrGXtv7en1HGl5o+bVLk;jK9aJ!WP0_brx}xy`JMHJhK-aNDy<Cw=FY
zhsn(|uckXJ(|g%EF{`{_-j1n44njE&wO8^kwQjw=YmdF+KDR^x1@Ct^Sz|7g%>4bM
zm(_~#$#12JuFt(oMV-FgE;0zKH9Y)i)1mEiJS>0wIRDYLx&B6&Q1hfWbq?RNXRUay
zzanJ%f<-xsDfTL%Q4Mb<1c@x<RJAGHTlz3flGW(AZCv(!=Zo$WcRC6`-*z-|?!9Bz
zUM73Sd<@fAbtuG1AY}R*+lpzPEPlKiB8g3(&W0Q>NtB7ZZ+JIHsG%-JglTbLQZh?l
zOL4xH;Pop3s*0{*uBW$d%ak`;n7!-on^Wsvrl}V;EX`fK<cRi4e&t*1mcKRqW!8CV
zdX!TuliK!@&f<riYYrc}aOTqyy~4*g_E#*MQgB&8f1c)-_whEt`tw$*99#O;WZuf}
zsYzUajv9+P@6eyOa@n3LkuCR+8@n#gto*8x5oZ&8+r38r{1uD2200%+CMujbuwnJd
zREsGK4u@aXN?XUM*T<#J_xjn4jp|C%Y6Rswn=aR%inGcQ7XO+l*t$hwP0pQdK`$ax
z+fIwUo7?~Tdkc51eNW4=Gc#;%E|^f55bFQob(VkG>A;pr(NRLF-H%@1dh>1meHq>z
z%3m5;uRPqAt*-RF$Rk4{LPPyv;f4>pq6J@j_w=mdySDGg!pv5|DNRQoGTPp*R@r;s
z<}i~?Y{&W2g;^pyZ_hByJ$O&*=6)GTy}-mB7I(|*lCum{SFUNayiu{wm-XCXVdd@m
z%f39D?>_U=Z58H|-I{aHo_!W>w6y>8kIH`~e}!jBeH5Lp-6D1OipK8A$M<kATscv5
zMb3mfm#?glJE=4M>yu?}l4)wQq&i;|e6F4)^;AY?*>5N2#Z@ZJTNb=r=VSIE*SDAB
z@69(Rrl0m^T+aC|;cpNwE^umTu;}9D_itaxh}qT4{;>bnQ|`M5Rg5CP$Y0&{rYrW}
z^DTP2tET(EZG7|o#?$)j*PA|Gu`K%j^UThK?6{<JYjb}+e4ld8HTjj^qdRB+?VD^d
zef9N!NssRI%+H_td|&d?`%ZISpI!A{>D<x`55ZDD^ZfO7w}bCD?b^ZCaq$n=6;|mB
zxzeg<<z5{+;N_LJPeW$O{pMW@R&20{o-KRjsGR`wTFKU3Ckky=K8#zzZSnk_bF9zX
z>29x{rMpy|Fc&}a{!EZe$nJm>(>GKG3w<(sILTm+yIP{<j~~w%W*<NJedXPs%1NI$
z1s*@BvaU1t+lETZ6&;Fe1eR@I@cdV%t58yE-P#Gij;2=Ky1M1N{<))yj{KKRiZr%#
z{Mw*!be2(HY2v<usiur!3z_|v1e6~NeZ#-FLtxEAi)Q&CMUA#kQ3l`rZdwSLB)Xnx
zsuf<tqP2*FxytEq--+9Y9(0Ch*B)SZl9_wI#j~bPcz)X<E>3=dpa;b)zw<p7eXvv3
z(YmoJC_`?B{?>^vowSepn5rpX>Duz;qWRlHdD|L}@5m`>Er08DHMzz!PUgz1UCWFW
zKa{N9o@ApIWtk9^vSikSaPO^~o^71GQNd$nmdopum!*rI&A-r)c0D6!Z^zN?8+`x0
z>1o(`hHaIsT8CZ4(w3)Z*5oW(AJ|l4pc5iwefrO#SDaI1*k^IL*)*1Ioj7aHx?6Gg
zw6^~?^ZKyGJn_A#%d_O?)0{t+oU^m`X^-sTwz-(Kr#;u{c3EwS+J>VJT@f*|lizOn
zvwB4*YuQqTmkV;1FrKh{)a1y2)1~eg$4arA=B?SqB0EBi7Eib;u*q3qp7J$?hpXG4
zn5<yc;<WQJZ1tJ<n{)5=xjVIO^SJ%5GMw)buok*o^wwZyc5Z$^Ps+0w2W57O`IJwH
zSE<lle6r?n<>mHs^YqU>oSVO|ye8W|dR9^8g{Q(E&y||AT(5jE>3CA0@LQ5W+0lw|
zw)^g*%FJPR*FQ3P=(;p8;MKDGD}HFXHT|#M7i5<HKvz)H_<8HMj|GZ+n~vsLrn$d+
z{mE>%q=(m}C9`#V74%D7@0@tMd2KLDYMRNdQkIAW=EN70h86o*ml`nb$^ZLk{)yKH
zjC<H0&ugpOx0bak-8!xAzKwkJvo9LG?Z4fh*RDJ)x9pq4F6CgmMMB~aEyP%^wwyk>
zP)DgVaDt#_fn0CNPt|jaCtTXFIdZ|zX@8E`o>P{2q<l^}>U;GZ_gXm<72z!lx|jl!
zPu$aLZ+}zt>J;alH_zk)@7Nd0&CG6?<No*CwP~Vy4lO2)rz{@XNEP!qY_}DO<U09B
zL}O9T4vqJPGe2wmF7#Q(<+I9m&as;ePcQE?5On{1UiIAKZcXDZ1J=*lEQ_OVoq4o=
zM)hT_Ca#Wm+w|K$9{&`$&wTHer{2+@Jn9y2+cM!oebY7>^<Rm(FU$0Ee@@RneJgtP
z`lYoT8H;>UW%Z+O*=$<$&X|w6VM3Qes&^2xx@hcAS6j`drr?xzSEVD}4{mUMb}9Ay
zJ&(K8>1J_^3pd{>!+5={Lkp!X6Q(T@t~kEj=FGyTNnXy68o1)NM6AB_bfx2kzNaCF
z)MJC~kMDgjyTRgM4^M`Gj;O)H{pKmM+N)>0`E;L~?e~qv(bJbz{@UgF_naHQ<+ICo
zcz(t_aI#L(ox$WWm1oi8OD}J{Kht8yDXuWTA#US>@?#zv0xRlwHPvk5;S)5r?=ik}
zSj;xm$WYC7Q(B?uEk}0Yo+8I=j@b+gE}lA`Tk7C--_4UbVkQIER++9zH)j}XPH*a)
zH_5&2<}9)NX|H?Tlq^%${rW!p?2^!QqhQ6xr-4@^Z^UlqKmLo+_+YlW|I=R<ev70M
zKVA$l`u*i-Isb_^lWp8fKZ-d??B9RFNwatJ>4c7DYwoEv+<sIpsCoE=)iiBR`}COw
zTc$ccVcze_{3EqQ&}K>{`?qkedfso_``+LFd^bDxS$U~_-d?YL%U_-C-*i9zs~Fe1
zoSWqj{@N~mwf2{0%J*QStNaSrcdT5sJ^9TWKby#a8B11~v+bAL6mUFdjY0D1#eW$#
zZSyUVo4%{w<=DDk?`D^G=T1D{tGw@#^{d1sg-c!~*3B)va<TGnL*bH~IWaHy9<D#8
zFf+P4F-L~KJMoQ4rgraR*`o%NrNh{d8bp4IFzl&4G@*Z$n%LnRjTIq0kDq@ynlz(x
z%F}ZBj>|3o&Ic!nu)gr_{xPArWz!D#_Y0RapUB~p{c*E<qIY??W=n|6{>yHYCyB(V
zwT1@^Ga8AA9IRW{c6C;D-G&8bMXy&2HSKc@;4j*rel$E`@fO|v#%^Loq0WqE4>*%~
ze;VjF@ZVPB-H=vL)-<K!P};hmo(`gmU*D~}VY%KQbfvH0-s}~|tFAbDM;+d{dr3`~
z15c6t6#>_SV#;Qg5@u2QhdPZfc66Uz((HOIC)M)#)Igc@O7D8@b6&e%y#7G{r=k(d
z`qd1-{s_EacqSIH-&WCQj%e})KJm&~M_SS^t-Qn^`!s#u)@KXsw0D1wn5X(HI>CO=
zn{(~qQ*@tr*1r1oP5ALm+1N|gTdN+p&H2QCaI>0{;ge5pE0x(-CN;Ld`dp!vQ1w7S
z>z~HEW9`rL53IQ$DYNLHv)N<k7t>EK?qa#Me$f>F=%o=_84+pon++v%c$rQa#&1<I
z4(z$U_PEW4y*BT@ryYMI^LJrgU{KO6PNQ<e!v~ClpFDI`opW-A(t;^MRX)n?dR-Z5
zj2B%d7V~;`+*uskU1a@geRgrmXPKz{-xFpRq{NG4h8k}S43J*Mp#7QO)m>wLbNWM>
z&VnfcnVM1$XX_j{ik%|lu~XlzgK@^2ZM{Y}AO8CHT$$t4wCrA2EkBh2=^SM~JGPfb
zc_tTH_C0UwcpPK&T|U|AyIR5N=nWiGc1>C<KL5VL%sja#>sWGGJ1)*H>_5TO<#bDe
zOU14Et3Si7r8WAy^cU4_e{k(^h?G~h-S@796*`M_?5s=!D%M<3^nAtA>1DRnQ*3eg
zi%0W5HHS>lxtZKl6t>~?A`ccTuIr|&C%snKoEZK@?zR0UmgzTrvl3TE_dYV1zpv-<
z??!(~jldoA{Tur(?=>h=NpI2L>NqE3Rrf}YpQ~GM9eL!srs(tGz?o59joKxj?K@Sg
znKN51`)gm~DC+Z4>Xp#A6V1xNvswKh>$XapjpA+`??mk0edZ5kbSiHSHcDNuHPP)%
zQp2|W6HJ)q<o5cku2k!8*n4-+{xJJR^-dD6-kJPy>NnzapXHj_-e>aMJM?XQ>)}%^
z0$*%%E(iXdkw4id&?9A!>@4ZV-3^o9$$8&?-k8yMyJUsN*7!<Z>myTRt+Z67R`pEl
znq+e^F|S{|Q>k;3{-Y!MIudisr6W1^acoy+jXyGX;e+767waEfy>(r({Jv!PRn5;<
zkK@wsJeN<l&YAs+^LMw6*UtSW?{6so?#}+SFTFmnB(1*wqW1qwe~&VxU2I<0vBi;N
zaommgaN+*HjlZ)O&9A%uFY2@BUG+P^1id8HHZwTgW(p{?Im-LyX?n%H-bq2ivb(>{
zs1~{Tz-z`lqaaIn$8$ncR{3sM-x^{$=|J#gJH@Uk&s!po-Qc{bH%oW1!umF+#Ogb$
zUyc{$ZaJX-E5OQO@9BKW6m?Nc$(iz+CzhQm7Cd72X5N##ldW2NrtO+0!`imeNH>5p
zH`!&5`qa!Brcr#H%~xjWy<{=u-oLdvE}`JiEx|i+eG7N3;y)GV=TMlz5fW~bvw$sn
z1Fy$I9*)T?eyY3lweQ&*vG{)O$Nt#w$ra&~PygsyBhWnc6yJxBj3y~+u^g+vOJAJ8
z6Q{GEjd!PZXU2&=YJ3+aOsW4RdHw6<3lmHxCZ3OVat@N!xYg3p79yI$#p`*$_H*9G
z16LLwU7x`bzpl3Q<u3QURkf;-pU>ZW8h-WgvCmA#dVAOm45hQ;v;X~R+S4*`PR8c_
zcaN-6v1-t}y01xWN5Jn{#W@;WI|aDCe^#bDF81EKe&(L74sq{--e$YqR1iDv$nMR>
z(#F`cb$$5Mo$s#hlM`gP6ZreqGW8`7mEM0UdYgT0hm&c}yIpeG@w!v8)I+BKO)on>
zyF>HmwOiqDdd#+FCY%!8x;}^9KIZo?yPfNF>dhZK(Ry>@dQWWi#Qx8&2Tq<i9^N+1
zM9}0@Zo_1qEP)x~jOwcmnEZMSHk=Oo_O@a2A&1ke1=U$w@;-5%@YHL|{^xMw<c;go
zV?S=v-gkT5j#<Hv&u`M6cV^|s?Ked&d&T-@+TUIGgUzqEa7D!WPlh&kE7osXQY9t$
z)p4HO|Ad&Jq^UQ#N{^k3i{Un9m{)b;#15g(blHXZuF7$-NfAlnKZ{#Ky0TWUQ(gJu
z?>*-J#mRF5qoRK$#$Ucr-nB5?wb@|X<BtyouDy97Ab32EBjuWy-uE3wqD`WA*H#G5
z+LCbned9URD<>8PG_QE%wC$;bSV^Ivz!xPoh2^<>94qdBD&OU^H1~p^ljv5ybq!KV
zjD@>9A7n`GjXb!G+3otp+a8S^Uw(TiTw|)?oU-k}H(gdO?!WD?x#dFN)x^$TdcD&r
zPOv^=^R@@)k{`}>om_Ee>)|7hdE9rrKYr(g=<;$Qvk4r#x=zjA5F_c_daatT={m!b
zl`qp1UiYX7{u1~SzB^`;3B%pSgR5TtdtmotO;hH9ySYWXWSi%h&z*49_Wje^9{WoR
z%9U@N+<EBlzJBu`GAgfDH99`4J-)3|^qsfa9A>44uBuJKizd0I<!g$&UHi{5@l$-u
z7pp*Kg+oQkhAun4b(m<*nN+UUbL_i)`{m3yyWltd0!#}uJx<0J&f9Kiyl2ao!>YE6
zIi|#%dsw+C_@D=i#^QvyirRqYgyjwYJ_J4J<a-?8*Bw>2>QDG|eJ#fG{YmS^m#t-8
za)<HABX-GK)0HbvYXrA^Ke(sx=E3-%pFC}1PfpX)Td(vz#`3Lj@O>raxCuw{qzwXN
z1#6CPm{G8E&L{8oQo|H?JHO>lY8|h>NE}}gbN|#^9j*fz{)cizVh_5O?dh#fcqTtf
zPkFL}>NU;`j#~=(xseNnKhJ4WdXPRvYY9WD#9{VRj~umxryNLYT+V&KQg!k##>vli
zEji))Sy;CD#r-?0e(-93U^hJIV|w3_#Yf`0?63L%*^Ljr`I1s&c<@h@+Kik6vv3pp
z|4)4k9)EG|xc>jpJ;g(ddHRZ9$!?1McIKX<l3Zs{e_W5&?9)d&s`omt*qAk;ah3QZ
zh3F%?4;7BSle`-D^5Z?lBeoGNffXhz`W9N=zhZsFe^>r{S)+6BPrs?1eMUa#$Km9=
zJrTk4L%n{;eA;>_O0m77KjuK~g1YMuF0b8@bLU(@+@-?@`eY;}ZZ@(C?s@1D%g1f*
zC7SR^t?6a$4vCbSI^o;@_H2HgZgxA(Px#g{?!pc)7RU4(_jZV+zyD~Omittx`rw6c
z+)KE98ozQ+aq{0Kncrid{wXcNiN!H#!nS2AudOfIn^RqM$Zqr1<jQ&1%paFB#pdl!
zc=YAanZS20;;BKW<j=*tH+0``;>~RmryO3kzF*qFc>CMNGs};J=*&wx{mpuP;YppS
zhX*G)J2<5ZM9tYQy82%9+OBfh%3losdG@c^5N^fy#$L|DB~kxP=!B==mI=QscoW2V
zs5I75aQ(Ecd9Sy7rmZ{TGV{j`bCc`;n;r+8%wSz?8U1|zwc>4S-Sce|YYW3Uk2Se_
z6?SJFJJ4-A^Tz6sl&zM^_iSPkUte3bV#8jMx`ez3^YdfabZ)(UeQ)lfqMbrd1d43-
zF<4}VoIKlj^4t3+)5L}UgLgHrQQhxpJ?GZ>lW$%d2Q&o>iRCfJr|kZ5DEH~#vguJ*
z)~9Q2S#h43eZs7n$HhNsY<*W_oVEF`*jLLJ>~rsYmN%Roswp(dTlm3c{jDpuAJy1U
zn(*ASp;vRVS$ELZ#<LwB9$i*5AD%n<^6bX>`z<y;TY99pa`L^Ki|+k3zBKviL9wqX
zvybacaj$jVr6vA%$@5FcU%WC3JrejXGjKn%^p`@l_qz&ebR%Lcw%)0h=>D?AVB3o2
zbzd&j-B`WtxC+;MVQy>QI_=gSe|#1S-jXcbzglDKitVPKO-kNexyJkStNFrY&Ez|O
zKF_~V_|B{3&FaT@?AP}d&#&K-QevdEtFm+s_qThxr#@+?T-d(8>0UKg)pHfD$hYB+
z`o1YYS94b_=ku88A6@r5(PXkOU)pmQ$Nl<m-;}dj$9=iJ|HudC3x4Kr3_d?v=s0DS
z+25!xPnClW#m7YEF>I1Qyr8-I#Uo>uD--QFS~6Bd>b7#`M@y+Q@7lZLLR`&!#krp!
zIaSYCo%u?fUDKXNWiOLyl!W$`H;kUe+8s&?5{0Jj3YzOb&Td!|$5F_mGIz61O6Gh{
zm8DFN7JSiX@?5@VXH!mql=s`G&ORCY{@mKnG@)eC`p@4lEMD+xMY&qu+{aBF7YZKD
z{dCQC|Jw$)pJAc56WdF|SR0qH?E16o&bC8}6H0`>akp@1OiwuTcuG_H$yRHINls_N
zzgG+H(EPo9Td({z83xZz*;naP<d{8O=U-9sWL)v5p5Mdj+ZX4nmZ^d5GZL2hpYGvV
z-{cU)Bz||*kM{H+zo%c0M1JG(ycB<)TahW|=}~UMyL0ZJ=Vt8GdL`bNwuq~wFu7CR
zWncTp${DX?ZP-^I%BVGZR<+Pt=jHra_A5+(1{+@2NuE|R&19G9&pB<sug<b@n^&6s
z>5cZ^?x@Mn_kOC5njBpHFm1VM<=Kyn>%6ndq9#wi-1a~r&^f>*c)_%?au)W$$_thJ
zQ~cL@?PsmGzxuOtT438Gkz=z(I=wY};x&1SHvV?gIWwiDXZ6G%(#KvF+-m=y!MDNS
zX8yxtwLNAB^&1u+TqAbP#ymMO>Qc?Y3V}3>q{JRZMV4t<d|n@~PjBC7aM}I-pYO}d
z>e<{yJx{NHvLfo!@9Fmai?#H>3#|WjRVH-Xp7=Y{zc~NiSI_$WX<_Dt_YYPS#eUeM
z^JmA7O@F#~=xY`P?OS|vRbOFE{pPFr9fcAG4}y9Q7nJR{KK5~WVZ7hv-5dYseK~jd
zaAnxczlz*t{JXr=8dnsHOe<#oky-daL_z3QiTJ#f8G@Oc4<1jCcYLa&dw5n`>%}dG
z5);qYX>2+n|F<%6c8r!q=i4i<F3Z}@wK0}o;~e{qHPu(1J9Ou_BmeBC|1B&{SX%n2
zGSTkgn<K5pH<(!SZW<Pgtzn<`;}P@1+}(2?Jum+CxpQ9p8M}R(_zK(vx*fIoJ6LM3
z@@;q|+nsQr*;mx?#7>XNPFMbm`ED*>n6I0rvm$SS%A6g^hpK<CG*a+$^3?daaqoP6
zdxL<ol!7jeoLyz&8m-cM<sL?g+`XduVe`%zjq<xzcUduYH{^>Qaq@h@`Z(2Kx$-NG
zB^n=uzeR?gE{mGESMSC|rM1dzN;cD%GO;%;dS_Q&TUmc$cmKW`h1=8Cu6}$uh&^&E
zS4Fh&?i(ByZ7WtWpUz2=>vj0{z<hq9rMBdZE*X|@){8RkZ2#ZSUJ&(6{<3?{le=>w
zkFBkG@%(m4R{fdx{|(DE?A>=>wcK-h`q49sY=7R#yL;~3!<`!YGtbUZ+yDK;5`q33
z=Us(&u-(5HYgm3$<jIsfJDyZ+D=R&BQe@^bO`%GKh_#zEUX*u6EtsB{Y8k_k7x-Z3
z8>NXWqPAx26HV0O)a-I8{Lyl}%QG{~nk~BAFl`p&omOtwfRaO=YPq};*7ow7S9B)q
znK||Up;Pq}PsJDf56DxQyD&1Uk2_9ed8$itTwzIqjdDd(Y}8?emy<ZvgAYAAR<ZA5
zU2c-6*>dme=`!NQ#XeqFcXG)EvE690zPvp00JmcCCObi|x?8GV7v{A`EPS}}Y_r5A
z+l%wwuUHc&cqXij)iU=$CZCMVSH;Kk(#7ZA3!cw@TxIK7A(^XZrW_LbxBNx*EuEA&
zr(;)40y1>Vrsb!{tgjR4WcJdyG55+9*XD=y|F&=6_VfMw|Nrmj&*l7o{5o6qzw^5b
zFYFdHujg|$-!p$*@$aoBzlBeo&;S2=+2VT_wtsaD;+tH0Q&LnX;pLSi(UkJ&OSzA?
zJW=BEJKJ<b{^TKNu7hIpJmgMUa(wr9JX_cnbUA8~*nz(hcbuObQ~GC<|KPz1&Zr8J
z)NQYuq64lyeJ@|BdTh=rUZ3er+*(mjo%s*NaB@AIXxCfM%pq}1Hu1oeIU+rBJ3~wg
z#B3TR91h7(x~*(=>sa`<hI3QGbZWHQnl?>Pb`$bD6)2$^nJ;%wbm=#iiL;f|?x<}$
zzaezTT|bd4#~xpu{%cZSi;{%B(%FU;PsKHxwmp3=_VKjRfwQd4hqQv@tCs2LG%e7#
zlhuzp;u=ydqp)k?x5L@lHf`H@7fdjX2n;j1{HAfu!6mO-Gv-cc72#)@UlPtOZ?$1}
zYmv^PomCUIcJG;^f637GN12GWSpVfCn^^bXJt|zgd);2HnOkMf97vh1|02@jFw=Ve
z?a{Zs+<UoI_xJ<*9PwRuS*JNYT)Vq^jW;{Xy45d~!d`t1F8grX%Imad#+);8KTfz-
zR93asd_5(9Ej9noq+P`;U3K_^litmZ7ymHp_C*Z?+kmf$i}~(pFfc_p@-=SQIaeoj
zpZf6wVs_u}HC(?l*KV@H-#=WF?94r?uD<wwy1YgDvyBK(!o~PrpKR`kh8s1WyVphA
zY_lwiHBJ>Qf5oA=(KA%!Ttd;zj1%g&dL)e%4t%l75>VQ7a@~Bfs#8<KU&{QtwPvwx
z^{NutkO?WDF0vIp|4>%2^5g?X=UESC27JCew}j#I1!b|spBLCKKQ>*tdc%h0ku!1)
zT9a35^?T0?NMAkwY4yo;Eq#mn1Bp`}&-%DFcE9LGp3{FMbh_g8FX{3`GH-jcnpO9}
zmrB<M88g%LSpRiiVB#-*ct>mb;}r+=HMj%2BQ5`FWh%NpH@G^x=i}{z$Aq3PW%_4x
zjAe!A$~8eDf<BXO<vsgWY`j3`mz3+l|1)=H-sZWRRAhSVdc;lZ^+8Xj#xXp|i2K{O
zA@}7)zQYkuvePpYvl73b6Wh5(j4fI($4!5up567y4Uf(*Y}4GZUE*5rC;o_l2?zHd
z^cJz<zp<>q=itWm*~R9w4+#nsZZJ1Y^w40PxQ%CBqff;Qv2&d#GH#S>29)m$oGZ1Z
z#A5IN&+bbq{{7xD&tWOo<ri7&mN%|lI<d3Zt?ZW2^~s*{537={UEz7OR{Yhusc-Th
zRb|~SakpWQHj_DBUTk|c?^ofk4-&i2-`%uLpiUxVmhrMy-W3A<6Hi`ljXR){v1sj~
z3r8}hHmW8lK9BvAEX<XayMOhg$O$v+Ia#+#o(}Q+tk^K)>YJawPZ`!dIdW{$fu6dM
zNy0Iib9H(+UT^3RG@F{$vFG_Sw_WKMJ(i}5|B^_J$kFNDDq1w_P1-v9mk0K?r_S9m
zM^7y1R;R)WANl0S{h6!3Z<g;l_Tih!J3YpHMzL)NemU&q$h_6B^efCoH_*{f_Sv%?
zN9KnKZ1etBd{Z^V?6Hc+?;KIlgOi1tCb}MQ4gCLn(c2089p0~4>i)W{JHWQpBJHT#
zl3ihKZKvu~dT(CV@{kGpY{s=uY~M!7jmvG8aX#O2FNPuX=rwQkV&97rm9K0f-iEZ_
z^S}1+b?Nfs+oe^{$}c{p?6)p<mCgMb$3rUjZb&k@zi7ppJD#uK1U&tj_xJXSPXS+T
zTea2)&Ee`@T`ITeVvT<x#HAuM0<a&v{roM{E7Hy5e_j!QTUJ_{>@B&QhtGl(*|m
z_rqQ4tih9JuX&|Y`!?WelxNF<x?jJPL?Zrcg|3+D9@r!{ck!$y{)bT$XCA9vc}TKh
zS>&fAr;8_+8Hqg&xZ}RzzN(O&pmAip==tB=N2e@G+MGLi#S5)-1tyzUF5H?SxW#*s
zr%ac_;}dMfmiH7~;;#pBFu6=_<qkdMb|qojDa9uTc8f)Pa{G8WkmvD?*oQSgFMRfY
zsl)yG=)0(gPJ0jK<{aAE^dfwQx9K`zZ6=jV?WfW+4RREpTz=NLzC`27gB2w&(>F}s
zY$|rs)93`>HkW0t8iHTcK0Iw<6I{f$@RHNTM*c^OIBjyLr^&~*s9&~zeuj0%vzg*d
z@?77t-4~y{ahG+UiNDF@_KnW+i>@@i2`FM_{q6NYba_pHfzRJ-m#bSea{mW}$4;GO
z%_O-XQN@8x$#vU3l~*$+o(?z{7&-a0=$vzw(f3ZyZB}_dAvUtUQ1jDav86jNvvmF0
zxNyVVsxRtnpL0uldyeZaTJb;o#+kz6r@QV2?s#8Ra^=AX2aS`fItx>N9C&^w`G#W5
z)|xtJ<9m?>D|_0R?`_YUoq12_!{N+3S-0g(s+`4-`&tNViB<2*^Uj!-o%=1hbhD5I
zW8gCZ=DSO}e`{>;+#)i2$F5uxZmrD5yBzQ1KKSmv@ry&v#8pFj>7@-1^DFB8S7)t!
z_vme;ue<rr@X9U=(?z+(ISkRa4~6?PHJZO}bJsYQqj&V{<SW5}%F|OtpB$Z?HI4Q7
z(WAmH4=oak_vL2mt`)C8!=J0$nA!1TIbTvcQ-ekB{>1@NUV^ixG|bv0dhE&dqU1})
z5^rM#Ci#Z0%n9t6#J+Lw!%#ohUDsqgf{juHUoX`8VfJRj$AA};jSSzOb6K`Ff998y
zJ9lxLoA-Tl>iq1l__V@tOYaS*6-)cw^?A-jO6=RbLSW*%KX*%8Dt&??POMG-m!rBp
zWO0yR$l=dRgRf<FXc-<hKbK&iu)EZ{_T%*CUFq+A7PA<LyVz?+Y<{vn@q)+;X8C*3
zUoUiV|Le%MecI99X{GZfiIZ(tQRVrcy(gzcxpSokr}L!7scku7U{Y>!^MSOw@eaoN
zcV<NkPiTr8g=!flZM&~#!X~%u$KDB--b`ZcxEcIlukmaH@y`i-?2m%PSZ7b-<}r8w
zrcivtzgo}c^0x=A36kk|PyEZ<eE-T$wdo(#+1Pg!n0@CuvZ9ICy5-lglt;}+)cK?=
zXZzb+aCyGOM6FW$X@$1nT!m~2o}z7Ev{mP2bvQp^^gg_!@9z2SeUECMo9hKII46V)
zIZJG7zWJMR`$;D@=JkpK^DcdB*m=JG&KmBy`yYRikcex4?)o`)^E4)1zp|fy%Fejh
zv2axUyUEBKw&r}g*VlFTe?EKRx9Qe@%`0}>ITPP;d^wY_G(tq{wx4s!%1v7~<m)j7
zKU^XDx6L(nqT7DXNur?>iryR6Zc?k{U!=(w$ECvT&KEN0^#dLEIg?$#TvLAj=h#CB
zQKiWF&68OV)$NwlU{y6f?JH>f<>f+!kIs`DSENtbC>3*mVq>|l!o>~q=YBiy9B-f#
z;+VL(F;Fx;d8VaQ$<swE3PnOTDh1tsbD_s4cbDw<*ux+79;yf(nr3Xj=m>Z7s`9)8
zmv?+j;!|ffytkE+)%Q&0`)+HwgV`>=PrO!G+Nmv!&&%qVaiY@yh2Yel?YxcR=cTo7
zZ2NsHT~qgvcK9ZNE9+`lye}Tv#mf9haiu$JgyXg?p4U`*nikt^vt6Qfu6)KR)&<<x
zzjm7Tp3~x(u;%|_hviLQ*XkDSsgrG*@1^15svv(TGtTAOk`ALqld>8uo-Ehy-J7!~
zG`Q`qnB-Swqr+$I^R>8pv{#>BTxdS)SIMUjdkRn5+_C&F5We<N{BhIGSxW3nnU&=2
zTz7CgZK?2A@%nT0*tFZJN?k1<oPC+JgiH$@v^2dQD6NP&R2|TLP@=%?kxAB<FqQ&s
zyV#EPQ=gt*|2KQilc(-~q>{Q#|GQN2{m)cq>v7o7tGCGF{ny^~Z($Gfj=l_Okh0;7
z5ew+u_OShr!p0@dQZ{)9BR(^*-qqJy)n7YxL0z$`v*nUbE4{@(*L$e#+;{f;cG&~7
zR=@i@Y1)(t3Jl#UD>xoZzr*R164+%>`g!7;ofT)*oVIi%_WFG@-Tvb5#<g;rW9w?>
zFf9L7aK`NaLY>wfn^;|o7!C#L_ZqpKKDN1|h4<?TTb6)b6aJ@ube*X&jlFO}p}xQP
zF=x3tp3Qff61Uer*Sz#HM=GQ7aNb76m$!Ai7rW2=Utsj{fx54!Pqpizz<$Af*IR_5
zem|QnR{31l%m424jFP{5yXW+{B=S7!d~msh(bQ`BiGt2rR+g+Qi4Vg5Z8>XlZ2HDi
zDV`T6E6sfP``UWdl^ZflmP7?aJX}42gTLNU;Ob|+3wz!$+394;-!2p8^%6b7d^DMF
z-RtVDli3-M3FOu)<#8Ur_<Z;I<md^%vqhdc9$Xl1w20@-wq;5WW^JBX!rdU3%H`0{
z=F0voY`*%0pFy&1qBiR%PQ0gZD=l3mZg;_2<|xJN=Np?!by<yAJ+2GJ`8r%+JISYD
zH7nWt^H;rxb6IaQPq$liqTJG{Y5E`MK;MZqJ+0-*dh><9CCw_iwP2Bou4P)V+>B{$
zatn^wxlXus>PL9nE%)3Rt=Bya?r=F<<Zhl?9Ad~l**+-M&iKghXP-Yld7ixgW;6eH
zrj)-c=e!kppmab{V=?EO{#;+bi8uO>9DHW^b@!$W_TC3U=l+Ur%4q3Zq~c~`<NML{
z^t7Lf&KD}Gzev2@uk$ru@}~8*WAlIPoA{V}F^_)F9gn4-`uKv+-eiiHG4+m<{L0y3
zW%ngl-+6gaZ+hNsA!m*Qc_JV9oduss&ik}wOU`cdiGhg=J(lEsR?-y`d}+({#&lxt
zg*uHUb`>tm=EX5v1>VMbJ2)z4De)E`Z*1T5`P5$1myZo<e6#+0+JBU|zThOon<;<Q
z*?u*%IKQ=YW}eiu$@{GInOTwd*#qZo^zUD*GJl2gL_X(0lUSF$pa}}kTLm1qE0-h-
zElQ8w7Lw}lwk2wk*MG;5&3ESrtUhM_FhAntr_MvUB9imBMQ?YL@Orm3Y)5*OL1ZD%
zOaUV<!BQ{54V{}#)?I09WZfa%=e&KcHs57a!I^)Rn=~S#7%JUGyG_r1S~XXYDSI{F
zeF2V+7d#FQ6=_mjZtqVt3NxzpOP<{0ps=}m0{e5LY@4Z0HDB38Bcd0F*L-BzQ^B-P
zul^%T&L;OtrejvSIzMXoHyo(lZM!?iUv1TKwWR!(>~o?^>NE=9yz8+mi4$M8eCO5F
zFSoA0=Th<4X})DYJHGlwqe{}^vuPW?^t|ZRt73g|W62AlqA4|(HM*GMyPfPO3Vy%z
zY`X5E<uB~c9pTv8wc^i}OR_hws73m0PC7DWN||7-WYeZ2lib?YiRCrKs4R_qxa;eI
zQ^$-VQe!UP3G!L@HR5Se{D!nO*AhR3m@oRGu4G#DWX*=>7yoQNyx#lUvJbOn*Q*?S
z_)~Yyg~mJuwaek<7WPb2CtrW%chif%VQrIPkone1`B1$?KC==>rnqmHU3Jv$V&xy?
zrrvBQ<LT5t#T5AZ#`}K@IO--%I&^JuZLIsTZn;)QU$I5YG!~uM_2Sa!hW`==ZwHGc
zZTWdvnYo;EY6xqVK)j+Jw<p7GF4Jm*CJC2jmz3h!n)QxF6Vv}K^k_<bZtSAK>bvvN
zmOV@>9oJgdxvgZnGV!C#p(QchQ8V@|&d{6Fc>2KlE&n&KPB`&a$x21^pt6Wq=GOB&
zJwN)#J^P(-WTn9jo3JlQGxNWxa$C=7Wpwgw;k}qPN$1ch(e;XJCV%(t`FbHxQD%qB
zcH^a`K`M)r`D9E5d!FW7aLt!$wc8Mo_Tr$V;GvTnpDj={P+`29AQB}fIm65?&3p1B
z^<ot-Plm4M-a85_-KHk5b7xO$SYYz7Amem#(d{y+wJ#rOSAFb?+p|dAzc230RcVK_
z(RDu~b=qAkbY87rue$QUzvHY7iWd7`tx#=wzxhLx$Ndeb`%WC1SheRGpL2%$L0zqN
z6HWfh#P6_cSN+XB&Dq=je#&;GjA@C7W>34uwBTxcx2Q{G_X(k0Q|0^g?K5o?8!GS2
z(bZ&H-|HaQGfBsC0*mU$Cwomi?!-!Z2Uwm6cb?EcN9If6iX*F6%{p^v%~y@6sJe8;
zqxa06u57DYD{smzKf{t);@Hjw2cOTVaof-J=#9j-Agf@;zpL7;!yUKBDq3CYI?1(f
z>+L<s-_|y-IeOZ2kFvB{<xcy%^{)*1qh8&-Er0Usw+5qA9RFmSSv|I#J0W-Rm~mWP
zjMpab%u|XCF25@_8ApFVYk%<B`pUTeZP5m~0fjP#k6En^y}eaaHCz<uciAtAy0NPN
zo)%w>s_@kQgXaUkc{n=xPI66VPqe&!F4)&;@^7tO^E>pMlD3I(H8X4Mn{q*-WTnQO
zo8qPuML%)W-Ct(D^Xew+xpw7o_w6P>KmKpWva}7IU#_~FHs{WEkq@?ReA_dplw}G#
z(_ZJB$9>b??#EAQOmhCX>_*zdUuW(-Q*e3DC3NlVl}2vQy)L~S0<7#zOKz`j?6_yR
zN6EYPL}1EPfx5W&v*sKYn`j_@vd%Eb#@o}te0rdIfwmSCU+yxs{`ou9bLU$#9ZtUg
zu6vclGeHaGw`Ik0dq4WA=Vmo>Kk<y-*&)O&`uS?*p1Bf#%al#z!fwv<Y+Bi&D!*2>
zFuqvSeBP_sUek0|v>$26IFRZ$sbCjZ@GGI$W=pg*@3#FpDS5pAcBkXQn7{JpI}iQ&
zX0O=L(W*TyV)>!g3n%yeI=v$_=X}{}k3D`K`IGwv&RDM6+r?<ovsx!*YQozyeY#%H
zk~a9SERT-)(iPya?R@spt4$ToTWtCLpG7qv>dAF2Guq*~cg@!xdETA=Ul+c*q{JDq
zEa(5bs|xSax9!`{nD4hjzNV%)J9$ms;Vsv{amU}ZU9*pQ^Ch(@HzK(`gQr+kKEHN<
zUBcTL)08$n`8F*)t5?}%iL%+TLpzk}=NFu4xWc1zb;G37W(-n?vV0m{S=>Vz6ng)z
z<JmXuCR<}x!CqY%-G3_;wyc+$yDISH8*lB}+NI8%D*u*Bd|gpz-k<;F_S=k|y_?c+
zov``#+<f85#TTy4Z}9J!!!l2L-w(EfH>#t#*OgtKc2)b!`?FvDJUcFw-nW{0+h|F$
zOYxS8@48Jrx2<-2FECMDR5<(5t;e%wd3OoN9{Va7u>J6ztUv8MN5ixhNN8%>9rNmX
zqb$Nu5zK#E>b0_mbg7F>%!0RW8b`Lj7fhW##d7ENFH8B3iGJB=A^*A|(MY5Ap_90s
zcYlA(>`&R=@ykqJ?BDmLHNfM3$S<eF_tIYR9+4+5iEHTH(X8G0vU0%})fTsYulSfL
z$w``PUgiHtc<HUSdhg~hu2*(Ws5d$0v{?0JjELYRb47=1mtW7jBp%RnyE*cT!oB1t
zb(_kk?lZ_&^WL}c%hGG#uYL%O*tKW%0n^&3{gO75wgwjSSEwv_$akyj<c&Xj9|%rg
zo2|3NqkNG=-d%fMn@9C;8{B`mUVQiQuZKw!FH^&Nrv89EFDf5QEM5NhifzY!Nt;Kr
z|8G-^{`)+m?CxQ;W93P*hadhcS@U>G-7ndQ<9}6tnnoOd8SsPQnxRY<(`$<gojs?&
z^&GKcn_JmZdZ%xxbcYzrpNr2v>#a%lOW!!P=5yJs?OvPW%VKPsO3xfoJ1ZJ-oO#mH
z^%uYE{*}1#argPvjvCK)ALy%#tE{n@6VCKz#_ZBRd>fSKg=;aaKc~HD+pnw7ukLY;
zw`bZo-+ZRrlPltVRf%RDEOH7gj~U-7{5rQ<fa~9aH@f$G_AXn+CAwPNi@_@Pq)s2_
zU#}e7rzX?ioI5i|DSb-hr?cC?RGHuX9pN#tUbWjm;HbOC?)#Tio(o4EZPVO%UBPxi
z%2BJO*EuxY{sd_+Q#q=By4N80Xmi|wB0=9n(P7>*ZtXNSGyNK!>hssbuC{fhoZ6q0
ztJZoPnm_aJ=}$F><X<fcDC4Z(^f0<k@L~Vo4^kKJZEbI{-?iwM)uH*;xhwc>eurQG
z7cctNW`f6xnJ>SFU->NhwZ_%<c79(~Q%3cNxGTXe?$gcgzSHlh(tEq?`#&!8Pv6~a
zr;7h{ce9=U-t`}+YVix#f4YI^Q;UQT|ErntK|PxJDZknuM-eY~l{3%H8K!F7{B>M%
zc41oHmw4|V&AL)qWi=`f`JL{VzvO$^&zbt?^=*#&KQn9<zH62X{hQDoHP7$I<cQ>=
z3P)GFZypW1wwyZPUoZCXy!-AQQ-81Cwp_RGw`_~O-mDuH8k6p-GY2!*nF{=y@V&ZE
z{r-$*fyAp-rAY<+7OKlvzmPF`m$gno@8;Tk^If)~4?Cwi{BUNS^U&byBXg||?zC(M
znbpjHlpdb%y<_XkWVd=h$B|f}hv!}5+ZQ{O`DsY-KCR1oWD`>V>geh2ZQ<4}_8g0>
zzWzCJK>AhGOsy2|U+H?>WfvyCe%fX6{Jm4x>ZhvR?XGRF*uSbWo4%X%JS63Fzt#=C
zRRwE(<*&&I{G0IfgR$4$`{|NWlCo8gOl`Sizv<mh)6CaA5wk<K-@^E@80-7&=LWJF
zC%gKx&#pZ?^VVAH7s8t!1Pjdzy}deq3hR59ga_x7{#;zWQuY5&wqx=fH)PTd8vB^4
ztW|w{UU2XEJh49=_tH1tQP?RP2inj6q0IKU@u~MIe?AIzs<-H$SpDmJ)3zGne|;a0
z>NDofjQ%a&v`y{T%kM4v$F5~2%jrh#*m=u)rm3v3aRG<Pvq?YFf5v^9$sbbfxam%o
z*q>VM`qdBCc}bN`P0FbBn6)=_VaeCcHS6bUl!AA_pNszcAaT=+&l_r9Hhc`U-@%dN
zD!4qL<Mb5m+wRk!8+w&qo~LoQ;D39o=Q07y4{v*dbRzd}w$ylUzWmgk&iuqFtFB6%
zvin!VViq8mG)3ra$A1$yP5Z#JlY)DKBKmVTTRgoSA>e9y-Pr48_T6ClN$&&d)E7_5
z5~>wn9CB80RmGY3q$#ho{lj)1(RdpFM`7`mb5C7NLjSqAtqk5*xhKZh>*BZ1EBSWq
z{=?W4G_}cAgG=3STAaYzdX~wu!ICNOY|m(H6}}YM6V&DYsy}&()VDYO7Ogd!3pYOu
zn)N|B@bhVjrLXSfzpGe#xS4m>&!wL#b@pl1zCPO$WNiNNe+q+CX5zU+(e9FKzRoQ2
zsB;(Lec4^kt98OPRLY=ZbJ_+Sk6W$Bx^F)!USaiS(aq?2^Qxq@@ArNC>m*`RIN_R2
zfX1uK*YCf1;K!!-m1*hjX)7(n7;XfI1W#PFQ{T#3{#i~!&8j(#+~+3FUZul$eXDGA
z_sT2Usq*KYK5pAGl}Ens;NyGE$AtHYnuyP3+I4=B>SPY4Qe~AJ+lp_tUhJ)&ep}7x
z^~$0->!h8s>SsHPC)e%!{VCjk`S}%9U(LNg?L7Z!^^(i#jz_MaSXu88#C=Em<#FGd
zs`LeEjq_*c-4b+Pxb~LT$FB<Qf~#2^TN-!&F0uR?zuv;UG)unM`>l1kV$%b&iuS_h
z;JD={chCN;$UQM}YU{qcyFWW~FMW1ur+DG1Zh2+9856}TLYscP|H#U1Zg6<!<*h1v
zAKYE2Sdz3m#G=OTOJm%}8@q#R4jN1K&HbQWlXCq#=O#w|<&~WG=I(dbR@1I1SATdi
zP)+C8wCOUAQX6V^+RvT#l`lo9f%Vv)3e^UNyE|NWrteao@S9ouXVdRf!9QyDJ=nH&
zwfni<r;a&oyX%yu9M1c~bY7$PS^IpasCkFPV=kEPIlXuBle~*-C!adpa<FWh@zl72
z_fFq_pV(Xc-pNP&dy&|=IUk<vyT1RnZ{nRACTZ__+3D?7*B<Wl?t8I!;&0bGMGyV;
zHa(wv!s}_yx9eNYx^31R?=zXg{LPL}?Q}pZGiOy>Pg=mFeNXizZmbo}Rm+yyd4?;T
zVav`CA;%iNB`iWy78T^^zw{2ca?Li-V@aayJj+8&0(T!-^WU6pD|UABu4!4$EStki
zzRMIoU~``xlP0oq@j3f*abG<|=5^cK2({Y$TICyf^&2;DV{QIX%Tt$_ID{3W=3j8p
z=vrMY9GIGIq4{8E-LeSN!)F$;?!RuK@p6lh<*yCwj;}h5g)6^Ubzj;l(kUi#$h4`x
z_}9AyQzY;I*!H9A=)YGLRU1+TR)>V`ZZ7ayD!1Q^r(@Nb!wnYqZhL)pZJMdLN;@aX
zcEi@~N50&j(H7r5;m=H+yqUgVj<+3+-YnWvqod^-9J1LrwogMKP~hTCx!#Y~e3|o7
zJuXi%@vh?A<oy0*-YKE#1nst?OVS(6IIp`*$h(sr+dH?kx#p<3-cfU#$|{Nb2O<t?
z@B7Gp)cn_}$zNYTlD3{6eB*I{PkzjqIQiq|Dr+z0cjf>2{Ov#UW&?F4EC;6>6MJyF
zfuWHF>cQ!?(S5JI*4(Y{KP0@u%~NaY5<!+74tA4x9x|MCeeieUpOjx4cdHgn?4EQ#
z_q(0l0mePyuOn9_P3&GDVz=8&{@?AV=Z)(Adfa^;k+xzb%hUD$%XZh>F?}i6`SZG1
ziOqJM>&KX%yL(n8A9)skKV5r|jakxGo%6BBS!Zk6RLtYgu)AIO({$^f>=k_0^ZE+T
z{#l)AtLFcuw(8?ywf=?cm6vmrScKOd?l;`+=<IP^$Dwr2HibR9ayx328lGK0$p3e~
z{Qu97_t*ZJ-{1C6!~ThXZS{^Udtc}6+IN3g%Dun&{@>5f6R-RK+y7tthxVL>{nMM=
z`|4!v13w(np1~Ks`15L=WLv%djr|TSC5Ng{#1{NLz-(f#I8Xbu|AD{lI(7%oIquUd
zyV&`8?*6n3f2?13{CUpq_vvTuznU%c|9<~@I6b`d!?Vi_dor?0e->x(1+Tt2)u^WL
zu8Hs0T`Q+1ygjS1uia_aJ%=wR?1O&aoc8o<N#4oZuXA$uhcoG&d$)P&!ca}+PZ6wB
zYIs^o7AZ$fFP?t-Bu}uS=7sC(bN_@~Vb`&8<67vTXwq^_X0Eq}ofpH?2Qw4j2d(JK
zdr>$i@#gD)jq^88_f5RX!17z{Hy8gV=Ph-YeJyVB&hxv^TBddM)_Iv4omydwEx+GH
zm#a6Y+RS}WY*=4zYa(7>KJ(SH?!z};sp+3So)Fo#xvyZ?A=}(fRsONOMTON?|1M1~
z`5Agp>Pl#cfKKq9={pxp_A=N!l_Ba+`B7EnPwXPS3AqQiTtE5ds_pXIrge&~7ydl{
zy-)6_yW$I@tLuK~ubEU9yEV90_t(}%w?ubNSXCID>T`9o@T$45xDH-FrDC|bE?v?;
z=$qW?o0YPEv(B#5-u3reJoCMh?b&5t7HC_=HUD0}Z-d+`b}7Z;O$(MVK5E@N>0j+S
zo@L?kewi0Ol?yJeXY$G0(6~U2tvy#E_Nn=SrRMv+A5JuuZdfB@Qy?q!GWi_u8cWd^
zJTvvx@|yx?bDpZW|MT*rGW-4czayXA`RP2vmifXP@fmrxJTr@#e+RbC+Oyult?p&x
zCzgYDV(*K86@7|{p0HD2ZU^hu4F2=$I}erDRZTtgVV~*@>52s_)>_pp-rYP?x+=cm
zi*)6QJK^l1^CU}~C5=9FT`;@c$Tc<fTj>f`u3Od96kA@McpQ^ZJZmfWoy63?Qq2)-
ztS5#lHSBsNC~7|ajZkXF*YuxZlV)d^bKct(al*~o<p9S6KfxJw9_Iz595i>_E9_}c
zopgfbmi)m=ozgJQB}JVJ-*a>AI-|9-{giWCkHD(#cYCj2U){}E%=gJu?=$z|#DAX}
zR>UxFD1D`&P~<M4RU|4o@vjx9VSG_k81tDOo?qYp43v=U4b@q&oW)J8+b!gJY5~h#
z`GbWe>8I0q6)&{1PIbT5zjnf%GN#o}m7eO!yZ!T6Av5i*MNQdXliu)4WsK7|{^#g<
zve!>D*?IMcoFl8G_C)?u<+e`9d>&sN(ZqSf=r0@lmdSzE+`s>=<I-1BIP~FJM(~zT
zGiP)8U)A>QHHcU!`X=jUQ?;U0!s}OS_l1gx-_)Dq9J!8_EsWiY!{8y);ak>r*9>I;
zTidOT>;16s>yOBcxBD)vpV<BH!G)){BSlK;{_Z(!wCUT=l%wkph)s!<ZumAc@kkff
zNuT)-qh_!1dHY?NuYLaC^m>Ey$6hi{$w<k#d9*|2)}Nr|7J(CAdE~zMR%)ppmGDo?
zYgUTl+USMri^W$ey%6(EeplUOqgvl@JN<(291Sg-*>f@;aQ9qk5%nwi;1p(fzH`#0
zIb4%9Ue9^)<fY7k3Bsm%2d4SCGX=-@R$Mx5adDm1n<zh#ZLCjRN*8Wv-T0>5|9q!b
zuI0t!HqFAh-1UbRemZ*4XK#~m>%`Zd%+7uxo`(-K{&J}=FL<!m;^OK%caPNXyL<QF
zwtiLD(;=nI@Ak2;w`&vGd+M$&+jN<qQ~ftAGAS-Tq3!bQ=QoG>39g%?FH3i%x^AAm
zR`60<9rF^U_XoOGIZycMf4pm5@B)rf#?M<_8|NjthTh5Fyhw8XPaZCjg$v!Di@kTx
zOn5EucMYeC#4G9Pn-{J12wdoJUGaF=wmN&>g)$pT%hO%2cLp8rT4f>scX7<&u1S}p
z(<UUlW^Q+S!J>UD)G8n{kbh>ebJ!G>_>KP*<UfC62-|Z0e!AJ)#Mv6$mp{3Lg*^E&
zb4`X*VAzqCV;$|O%U-G+Ea(c7Nn3GEjMFQ0mhD;z=M#Zt_e40I3%+bi`y{rW<$d6L
zu18Wq0uv|4h|Kh`N!`(+wCo|LySkK&Tn9%ccW=*{tQ{d`j~}JXu!)`)IMI<`M|kS_
zg=}>fH)U?xFe$(4G0Wb-BRO}Lm``x1xGb&jlE0<Z{@VGA(%OpgN2>Oy>|L0c5Pnfw
zWb60*rRICmKIT+CmOcAFrE2l~Sd+&)w38$2?z!dX{OOp%uk8|eHs$4li2k(YhnP7g
zr5^K1*wU50obfZ0TI&JzjaF^TuNQs|sQxV#ai_wd#Vk!Q>(?UTS<PDQ?h|&3bTQ13
z-goh};D+2+*919YR)@E5ww|$t_w|8`Q}*3gvG2K7m{s2HX&1lkPR1P8LrhD1oPNz@
zGI4gPc)c}yi)cY)5BL5B)=&R5PQB%59p;*U+)=YgxaG@ZrCB%6iQA=qaW1gf-n(c0
zpLq>e_B7SRt}XR4QJ8EzvEcoL;}4FDy4>Tusl)KvDChH!LJf($GFi@^zwCM4LK`iN
z5}lrXyZ)8K_3E0~6%(aqJlL`5`Sy3Idrw{dZZn<lxz~;UMO-I+1uk_4AN;oVpW3D_
z7oLaLuD^aY<Nk`}Uzs}ks@Lbl#LAiP){o6Jlkt<e;xPN*M5PyQlQP<c-Gk=4O^WKN
znLA^%{TXFvk<a?lb9@dqF4Nqz*l*FQY-c|0O3^^qomo7GpX}RFqu{_b$KqFSe!?q%
z#S~Q$-evP5bS-kNXME}o5Zz+%JfuOzsnUGiX|J6zr~5ytF7CD$c>4Rn)xFn_To64k
zm%8DEiB1&1@s+H{#}!#?rX(KdVO=x(^rprmT;_>!=GRMl){5{RZf5^*GM;(g?qdP3
z>x_Tiocw6d9+4#zRhNiZYMgk|{Zyff`-)}Rbd}?e#gk+LI+M7s&NS^+mjBLnrO}qT
zNPJ1hp34`nZN1Q#s`8@c{)#lK4PTR3TK}a=>RnEMw=B~l!us$Qfp6hjO=nIPpW<K@
zwmyBXI@*8J7cG{FOV=CtT2>eyJMe3j&z#~F1*=5vm%V&3-O+u2O`YqnsmoLP%;&7X
zp0%XN;iuc2>1&$wcg1`=k$RHNsxHj#+7p?R+pKh=HZ?H^&&oLe^rF)<PS(598}db`
zd_E~|yJ2}vN6s_Hsj>BHZ$4HjHGC@hWXsSj-O;7nabL->@9!ebo8|L;i)Xa|o$l~s
z*PD{xQ|6>7x$SPwQV+bxUNB+T?=J@$gwlL}*qxYp_sE}@&QG0{dA9K`Nu4$A{^U)&
zcyuK#HXq!%yGLt={<CvUd^yk8I4?iHl(C%oS>TppjSB~tp4#ZHudn=|^3>|qT>CoT
zo!e|0Zg6v)C{64C>aq0o#GBcz&F1$r8rLU%bNb_!rN883o#b}&uFM5@;-oLwn-^9y
z{^BTFU#H#i_KQT3|JQGaCe$sTaA$R$$MqAoTs}WopTxc2x^~7LVWwrzM4!CQV!Ai~
z4s*)vJHjcm@4UWq=5Bq0#{I=7Y%h6TKVj>&<<&vqRl>_Zl>~8|ux*`iCwP{F+1}|2
z-<vd<dS*_jwiC$dd2-z{<eo(5`o@|qvpFVJ@7-LfTy*|(#do#uEH~A@cSuTF=vo<s
z?u#pSY+lL!WS(EN%6E-xY6{=2PRw_%4F7xUz}kQlwpCN~CGY-Xb}sUt{!;WwoQPYA
z^-l8%yq7jyl1jY4+`o?5X8MO{_3uh=44=eZ|FlpfVn)*s=jvaYMfyeGZ9DE{-+fmp
zm%{eB@k!jnxndVzxeK}<bMJ^<#ld&>`l|f)X5IU>=a+xWn<-`ZxWsYMF}GO8bYA_%
zS2Ke4IG&VTkjBH4Bk@2$!lufx#bo+}P5uU67S99he*eoTjr-1d!|Yjs_q7`V8y|aV
zKA5h%*tIO+f5YAFvi<A5KTmkwTc??Pt;6A%$EO#S7v9a^@qk@<)5h0)XQa32Bn3`S
zxxrQus_`*m?jg;ovMi3rS`HRZST8Jne2Yk^&olE$(~oWvF$!9=>csWNEUDaW9JfRQ
zUMKI<c@gmG%&yywOz(rO6@2y-@;8^W%uSPf9(KRbZNsD}gPj|u1(s?(JH^IqEpY17
ztKLgbl<wCi#5DbyBDLm?cUawgX^~Af%tqgjGM}ss=?J?0m$_6tpi#)<t4`-5Bf*}y
zDwTCdTd&ohGq`eCDLO<^jIFRT?dLD%SM^2lsZSVJJ(hZMZmsg&6xmyeDW4cr?po|}
zPfR~-{#s>|vPXz=^3SYy>1$4_1@lFp-)rL)u9_}nJ<U%gUCL4~W5OKC9o*gy25$e3
z=T6df^m||<`QIhs);ZabiP8%?H-}z2xyLzF*i}6Avx7-ka+(j{Rm~ert%?E?9zClr
z?qHQX&MsHMmXhL>kkl%*D{y6M^Tm|?x*690`4#@U$r+Utu&2)7o;{oOLPUjt!TF>Q
zWws8n(sQlT%o|v13MTEdZk;vxM~d`!l?4K?gpD~m`2W3C3O{r#QFBk~f@i8H;=&Y-
zcRn<jUGs3ya;Dq+92BCO4izU}TYA2KUqqMx{L6-)S655t`5WEI`X|PA_QQAfV>~e$
zR}wbp7cV&I%#@rpS^oLzyFVt*o6sz18DGABLX+T+62)N6X5pNhYvZ+8m6as+`YYS&
zvo1DMx-tLtQq?bSm)0ig>o#2FmA*cA$0=`bMM;j(9}SJu%l3WB)PJkNzHjfAeEqeS
zYjjt0RAok+AFW?J-R!h)-8JvkpZ*@-yJeQZq`g0WFzUaJoOk=KYh2V(zlzL4n`xC_
zCdb`!dUfk;+^viIkDap$t-t0i9c+DQx?t~rrMO$SwoWRj+r0GTt(Uyhp6x2FpSSen
zOR?=yvmC>Yt(}(ka~{9%{|=EJ?iJGvn4M3F#7=Egj9&67CN9;}ep;g;x6<rJ#Rtts
z1`54S6K1`1VR-s--n7O*@2Sh2&!0OGv2EwPxBJCU9k{Uj@VbxrXAZnrZ5^;L!GO(v
zeq-S8{A;VuzMr}G!26lCZ_kJ^|6?uc?$d2ZV_To!wq88v)A<(#g^f$POLs8x@Lqk`
z#4CQ{jRf=Dw1j7s3HPcL(z3Q+s|^3AsQrgutV1WSLdoT9CExWa-li_+q*pu5iwKa>
z-l{$0kf(spG<P|TsWC;CEm7aUP4~O3ssDE6uWdDQEgwvtrC-_BW%Qt~Fn9GAag_sq
zJqlNUQRXZNnD#H?MHXM<ztpR1>lSA}eZM-dG>s`H<nF7FoCVuMwpZ;A<N1+s{S@!j
zwdV@g+U(kOb>_OM;p_6YK8vzkzw7GFb)r+>e_xsR)vv+&@YYXVSJ&R-ERd^mDqX$o
zuhr&Ue*5G3AFu3h{!ypV@qR<0Zr|E{n%*W)g=4heJno3qo~L8b*FAaN)JF?_uAb-p
zpBAfayyIn5V~@#%jOV+<9{f2StKDn;PVIWv3Zte%lVi*=+O^T*iUm{HH&1_hki}$b
z<9=>N*{cV4O>DU49p~yWdD)~xIcj&zSIIl6ET}b_QTe`F@IuJuSAy$AAF9ho+*vhw
z)z`hpg#TD<ZnrgdoAp3=%l2vCSXe6q4(wM}ENbqxxFz&NZcDPruIiS|<u{J~dHHay
zh5RDfwH4F<rabAr-;^XVW8dwB>*ASWv0IIAe%ZTEidpQoOWX%HGk)JyM-0qP&EN7!
z@rB6rSqEM|vDl~ko>^7EZlOb%xo+Kw+dmKLIDg>VTetT@_Cxat@?Ux`s3rfHwD5Y%
zzjGH}AAGOq@HzK$bKFffmY)Y7ne@hOPP)JF`Wd!+hF`2UEWNkz`tE3_^}MBD`}Y2e
zPF`=y_%k(meYD!oy39AF@yk^smgg@O`yDz<L2rHJBnJV_CIRsS*7`nI=ULud?|;d0
z_l~rSiyK}~);-RW*xg&G_bt~`W6zoE9EWEo@2Xk-C!%#ZleSdih3qVcr6#uB84R-f
z?`=L~8{xT0uxswkgV)$LExpXjA}C*Kc%tw0suz<jYcg!>#G>{uI=|n2-3l(<`htw*
zYF|7am+k4Oiwn$n^SM#3FZ|@irHR+3?f5hCkwH>xXR7Ru)x10Q#jn}6?{&V{%nr$l
zQxbmKzC{<UX2-v}t5W{-z}DjFjenzOKY7K@k<FcO#7$0e_X5v6*}EGg*Brd8ZTn)k
z=ezHo&GYSFmd<`slsfOK+jhCyooYK5$2XVF`@c(VXH1KadLPdUCl4p#Uq!w})i335
zmEXOT`(Pt$SBJ$muJ`~Az1EAfe;pG{m;Uv_dV88|@Y#usw;%JU21m=X9o$sCj5j6y
zRDSCA`>q{PyFU3i>R#XAvRZOSW!Iy|$3;6g3ZxvG@4oN7SjxAYhh8Upj>q0{es*V?
z=-taxf7B!$;5;#7Q&ZN1EfL#!XJ2sJJLjoT*Q%4Y3QlT%w-*~exmm1izMap<=YsS?
z$zvi@o!&=(ke+yJ*3PCZzSRrb>Yl!mPt~24dB$YLqkaY7fV2q<J(}9yDW+6d#oG!f
z>WaKjEY^E9%TagN0-sGff1R9oR(R<z(R&uQMC4^*|BTl+@9L^|wd&=H?%-XnU9>1*
zQs#%y2eqCNH#dEkza-Eyb7p!<%YitRD#HZDv(nqL>LxSwZI^A{y6VHdU-j<!c1sRO
z`RZ{j_}I2AhW+Q0Af1-Q%-2e$+*dW4HF4X86Al}u$7t;?>~x*6pt{4B^G$!l^W9Nf
zrK}dJ+`n^d_HB!!xlhhKmMM~E?Em=8Oy`?H-r|&F=bo7f>~6Y!VDh~?$L^oYop7pF
zaJ%Erp7dgA$KJCu=3BI%sL<P9xaL^ph3NLY>*kkuzNhZs?elsPdv8u{>c^+4#&urT
z=LC8^kTGU|#%2{>c2<**dF~BiCJi3P)VnWcDVqfuc-)RHK9$5LmDLjDx_yS&^`FNU
zzg)J?(y}^b-@doA9xMNJWy&o-+jz`)d->UqZwn-DIwt9qoYh=htDG@mu~{dNP087n
zr=#O<nWop7a_p0uw*1z+S(p3%6|)@mQ<$-`xW2W(H&FJt&wS-pL8*DxzJ(V&4}DO3
zwNu#D=&iv$N%M;ihs8N8<lT}r9(5o3W;JD6SjS%DGYoD893`&TW%R8|)y<t`g>H!7
zZPfm%@}lrEYn5TyS-};3*%PeG_wMzJdcDK>ZRw$PmYX7`<au52ZjagW{mm?6(KFn;
z!k0<CRD0PIvNhwpe6x2~lI&Z?Mq?EpXOm9uMGFh!9&gK=x?s<_&UKdac5o^r@4vS?
zo3HSMc*)sJS^ufmtnSabsHA>$ZvMH~vksT)_sBMg9S)0n|GMm~W%ExzftvdN>nx>e
zDxI&(ymw~S72N%-LO|fA*^%7x$m=o=|6F~G)iSsK+;)536_e#BAAQ<sdH<iL-u(F3
zQ#-W1FVDH%JTr89OG4VE(*LOk&nP{gCvisSk$BV0RE}JO%^RA|^QS$tw-8b4W0yMj
z*j0}=?U@ZPvy;JR0gj1V4?JaOF}`l5KUHG>n-7OyT>rWB9^d|{%*@yCy}K`PX3Y)G
z_W4oD;Z}dHSTA3{EJ9d7>wQAnua^BMABvy*s4z?EQ{Dbqhu2qi|M<OAQ|irj7USw;
zFY>w4)<tpsWIT9=KkfgQss0=4Uo)Od`(F`b^7*Af>gl|S*_uvKHPt&~&cAUxm-i&b
z!uYCu(tj?eW9i}_E=Etdxz+u<8V76bBVUWpJ==2T#5qj#tCMRBh}oszaokq)oQ;J@
z<~bW7k+&u4hh{zwc=7qrOje_f4Vz7PjTdZxnZj4(m)Nq|;q%%v-(3ssez{xDo;5Yy
zEjD0*hKh-XvXs;ELo=T*zn|5bcg*sF8MpU7)Bj%|Kbo0+y{7DM;_Mgi1<s#IzvGan
z`?$30juy{*`=Ef_U*9UynDV>RubrOTmA+2y-r{?$RyFRo!Z_Py_8tmJ+WvHt+49FT
zZOfc(Hpjf0RgotDK<MX&(`RpmnsaIY>`SjZZoI#E>;Cx1b65X8cNN0B+sMDb+-suJ
zi}%a?-!Jp8&%C@miftw5m%Lvkf4=7ZN|{)Gd3pI|b>@Au?Ru*g8SqQH#@_dxf6sUR
zrQI)s&#A3>araAROncqFm%(cfA2QlE+wSFy{{femTYd3<@^be}VVg5O`)1qyt+>40
z%FNs7!0wlqdG^n?d%AzY%V1ge+zsXHXZG@m_3ltpdw3$Ev5fOhKDWu{f<##rCJysA
zQTCnBmT!D9>vEPuU^JH+@1gWV&HjxCid=t4ahzw!XAG-3eJW+vj9-2;jOH=b&o3<b
z+G4rvta|>-UA8p_Rlg3GH*&7O8_2@8rh!4>%se@sIFquv58{XA_+zs;mA0)|fArUm
z=t}?nPj2ilemhCK+2{Sf=_$*r(=8SX$!MCZ2hB0N{FV936mwY-NsZJ6U1tug4cw+6
ze2nddlH-n5OimNScd#u~Uvn}~Va1z}F8`Gx(*k=#^%GvNka2j@C;9cyBexX!GgJPS
zw|%Yge7TT4I8Vu4RarTunCS)Y#09VKX82A%IJc`Za)$HOXQdwUu7SCH8uHPKJKwS}
z%8IYOoq2EFth*0i*PZ?J%<$yGz#H#b^9-J@E?RTM_8RXq;STdV3CWy!TUjSb=cHVE
zo@O5L{OUndRg1Fbjp9XDd6$XZx4o0F+Fozoi@V<oLf=d(+$??O`2XX18<=*VStjkn
z@mu>&f=FfiZ_ZCUHl?PVKYH&pZ`;*H+wLX^W$u2+cG$1^&6i1DLPBhJ!@D0OA4r_O
z>tI^JVcxdD(&cv&QZ36b^M*Z8&e?TvNx)^%ybXJ1<h^3M+!<VHweWoQztUU0YTq6{
zX?t3xFTq#sANX=A)5~lV=LI_9ab|D5_a-coxbu!x_}_8ygBDL&CvO+ipW&DGq3L9z
z>UyPC`z1W3s%jq=#u?14+<%)}O*y3bciO$}^B=QzM@j2zMLu{}HA$SOME*;Yp`gGQ
zdk?+j6`Xu~PjS1wbhUrUs@=V|WT&`JktW;RwHp^*{1c;Bze>#NLy`UrwU2A656;r&
zowqMj_0{_K`C4p6E5&vC3ThUK^Xzf5f5K{=6LaXyx1aY|pVr;uHj6(}bx=+J(S#{7
z(}T6S6mB{@>qltkn|_qjiqpBlbKv3CgTh=KrA}XJyw19L>`BP@V)oABLsO`F&IeFS
z-(jj?Pbk}mrmZ)Xu2&uWwau&Z@IIR>+}GG{2VB{HWX6N?&rK8UGj#dNE<Y~4#ohMj
zk7%5M*8`nB!n@h`U*HzoD0lEhSb~*J3deM=olB-yAKcTkcfR<V_iP{EU;AhG^0)Zk
z4SS|(I*Yt0(|z%+`@rFvIV*y6-c)%7_B!t5{90QxU%#TU#m{q^)WJmE$?pvme=jYX
zyzWccw92#ZV$RI}r}|y0Ser%lWw66)lUdEq0cZGYm`hIdZYWziDZJCcxQjKYy~EPO
zabdE#ArreVLnU9~_u#_Mwdw~y@hkFJ=Nqt2D9kiH()nj@OXB<ewLTJQ%M%%zS{Cv*
z_Hi73w639lqoV{<Q~8$!7YVMWmWAO(VI0n0lQ<Wwe;sJ8$D<*5Xu_r%-dZMWl|oK?
z7l~h0_tS;j?AUzgK5H}h68p32@4oe}5_}=|I-8&5EAZHw?{JdXmMZFa=z{vLIldA?
zx0@8}oh0-o{8d_F9+LL5;F?mR$1bgP(}Y_VidD^@?~r=iv_-M-$IRd!c^8RE;R>ur
z_2t|o=D8}xxk+fTUGs90cvLY*g=g`aYOPxnn{LT{E7`(1mDR>mA}jJ`?xBEs*I3QE
zSq5_=+Sp8zZuKoOZ&~P`d?;XnHs|5Gh@9oujTg_5;NPU6{QTekvpq>4zRwJtCl+VA
zI8O8L4~ft%e`;1qiXMsmBW29>N~Dr$p11N_1wSSkBRkLL;)&&j^EUR+VNi8ftz0PO
z)4ED;+6r^-=GHEYX&sIlTjaRbwmN-&^4g_PaqGEdOtW+A+@-l6IhuWAI2iNc;#vI@
z#dG4tidKe7yQ!}GsFfjL&=k*d_lC*mcTbM}(_H)I?XkLPVZX|fcW<u~U0bqZ$J%?(
zj>YwEPgjW*$g7_#{rgj&((*eurk9G`lsizDb2K(0{oM*%o<|#vpI?99^yA*6)Q`3D
zAM@YtKKr^t^AyXYTEYEm1Ov2rV@~h*^Jk$zgsABD(5676N0F;;{9(~pEWLeZ+}iHM
zymArY-<x*LV1K`=yY#BkLcKD-C3<z9D{SW8Wv^PHXBICtcg~{jz>>uq?auLP>U@el
zr?)21ZQsYYyJoDrY8Ei3<iA?Zb0Mc~rG`Npu9a?l8!s+$tzzl~ry{<4;o^r6Nin@T
zFpqI3cTi$)^~)r?ih}a_6AtyR{kZ@C^!`1+`w##B|9i3Ehy8WeC*J+L|8Sped76~L
zh8GJoeI|=E1=RfiXs>tU_}1AmqOlL!HAL?mH@CgKJ*1>s@w`dY$L-b2O26EQt=*RX
zt3>OxcGa@4R}Y6w`+15}YuDaY=~Z>l<XTSc>B=kjz1@{}RI@>U_UTWb)@81F@vQXi
zX6;>fkDJ>5|HU19Ib37j`bV?OZk_7iz06-@-hZd-Umk1k+PfpWDth|ros%E9Ebad%
z^FimPu7|dy%!`$?x;0j2TU_$3xSyT5;ueqh<Qe5`=Qv+|Vk~`e>wWC9lka(CL}nZR
z+9hc**E;L__LK)#)<v_N|7%pR;rqW$?iq<Z8V8;x88XC&8JD;?1(-Pmzt=vL`@)^0
z?W021eExamt&^I=jj!&ScGI@;=ROS<<`SLgZQJjya#*$g!W^@xBS#MDu+FsK;3lRU
z&K4Dad{6b4SGQ-_&$at%miDaQa*E;Gt`xa>*Z1=HxSzNx?GV_1<^I0EZueY{Bv^CZ
zZQ;LBS3SAz&pEA~hBB*mBwF5PRiD*%{Zp=m$mEiF`IYU?dk-&sGx^_B$6x#$?Lj(5
z_u@4?{;%h6x0=maxwc?M6o3571t)!e3a0X$|GV{f`r5ukZR05sQS*<kkNPHB%Hte!
z|3!TCi2%*_@$n}%T#LK(tKOq|$$@oucTY(C_g%!u=JN0A=T2=Kzng2M{8+Q+Nx7o4
z<;CXn1^=e)=@R)jVf~EhGU7%&bM}iEmz60VzCCAu<H^r@DL>9JoZNr=$;V@7-_4(|
znNqR(q_NleNA4*NcMd$hH;eI;_MH{Mt1r&YH_s~bIrua$r1C|&h|!sMRpvVbpI(tK
zTkN;^S83g<2@jPn-*4r)yYJ(A%@mEgzT=`sGDQ~`Z9LB>z>&;&kCEx8tU^It!+}L#
zbJ;mOGVTg9vGlFovv1yu4HJ8W%zh|$EuAE2t~qT*#)>3KldnFFX$b}j<&`JCc5#&2
zBv)p9Yu7(ymn~rsc0);J!%pd^OOLF#o|rK&Ao1OuLW{5)edo7#`a761w(@0sWNr<3
zeXp*(_W7#99TVB-*B_Irc=GY3(y@mx=dL!JW9?u3!^BZ{@yS=V`ge9}rGNjHr@rgJ
z`QoiMZRbLh%jKQz=g!{tzwF1IyAL-{eE0ob%+&J*KLUQ7USIm-M$Z0SHQl>xZmlo;
zu_xlW)|qd@AMWlvwQ`!dRZU24wad2q&a!r<hhN&i`w)5Z+i&smb-NUA>zDnoS##!y
zF5moKBjM>~>!eigyq#<Q-I!1QO^hkecTHv)X({{1A7+X-mj2Mu-nNj5^~DFx9XTod
zwdL!olAf>H7#Wl`|Mt#R>7U=f<eSf{e&PPh4>y~59$wn~?sL)H)yv8{iz;@W3q8GF
z+d90^=hN=utGkP@#!l-mTUW)B_~V>m&dgg3vTsWI7V3UJ`Snnp-SG*p%j4!IYkaP=
zKE9#c?6Ozi!sYE|#XJ-D+NvK9m>_=EuqHhE*TF3B|Bu`p>`(9ibIZ+vefL8T#*%vb
z|DUQ_g@3KO_HO+K&X5!PbDOsNPB^<{=X&1_dzpSI>OXvWyw!NQ+keXk?VaTk`xh$h
z`~IV5;os|}&n}z}t;yJ@R(<*0kD~Y^`mc)&Ys=c(CHcGSUQC~F9&J>5HHR~2+FfUD
z+3q<1M~5PfjJtw^Y8sd8%zTw!RC&B9+E=n8RKT>J>9@nTXPrFL=j%^D#Br~1am=Yd
z*FN-FbxO2w9`r~!WwST=;NeqC|D0WR#`*Npm;j5ii%tbELas;zyYc_6-Pzo)FC*Qu
ze0D=r<*f^Omba&@{HM&ajEC#Kb&1XeT`?K2`+Iw*J<{rmzp^nwB4oKh?1Q@BKhijq
z-#wnK*t5Mv?pI^&pILpZ+uIFZy~u4bI8^*)k5W|ci%0)h(%THKz2X0?*t0{-uhk%I
z|JPQ<o*m`+Z3bS)o3x!Io-cP_?5yth^kvJ(u1VXMUg+#&74i9(Y}oT@X|{>0N>sps
z<;M)p+3)B%`fjCR&-8Mg9sWFvefCc8Pt^H$pqwZ9*GY+ED?+b%9^K5zSL?u&oO1Jj
z)X~eUXIM*j7qvdpjC!{0k>;kaN=H9?IQvTey#15Ee&4N>v;Q}2nRImOyjfD26Lz*q
zOL4uc*5wV|yv1$D+@JMcD|;7Qzb_Y<@igJWG47fZ9AWo%F0fzF%oAf9Vz_rn(&w{p
zUz(L0SN+R2vhscM;;Q7_Uo&p@+}V*aQECrI!uxh+^W9caCu+=W0v7C3<=D1lMc(by
zTq~11KUOlXSNiYAvWJaJV9{eEj=}@0ujdONzxmGK*EP01UUxEIpWheXDs1uJP}I*w
z{zyakdX;sd7AN27G6*u~x~*GRaLFt6`ft`fV)K~oL)evcek$;9W}20rP{X@t?<AHz
zQPLbMOd7>@ym(e9+u?EBvwRgZWA>92*$&rMF1CE>&&z`k_GQ0zaEUl~@bG`1#T{i6
z+?MV)d%xpU<NH02v-p1>-1E4SeTUln8Q-=}KV`jaXN!$L*Cu<#_dC9qt+xDr^i$v8
z6o+$spZaRwJeP2_F_0)MbKKi1{i)COWM$I5jp45KiT4UGEdS1Qu1_xYdtQG1tj(9X
z=RSF}t^V(!J&)y|ywS_ax4-hDiT||qyQbg&0`7f$$f)}HtG>Z*iTb^ts;|$Cz5Voi
z&zs8W_p4uis{VZb@Y!ke%avza>(5HQrt5G%Z8oz>Lr}rq{IIYyn*xs*H%B=1DQu2p
z+_j;&IjZEeQ__i!h>MFGUOzJU&YQxX`Me;){nSE*70)>|&Mb{trTec>K||~2%HQ1C
z{hl*l&&vN=bH@HG-&&y*h1|0%qqR1><$EqyxEf`sZTR)V4f}<=)bGSzUi5XIZO+Ev
z(iszHH0XuD-)T`B7@Bb9X@EsZ@Uy}X*Pbm^oVD$vS6o8mZ1Z~>@+WUMO)dRp^65;y
z-2~T*;)3=bU#<6RUSfCL-n}Uxq;BK2gh#KNr~4ngHub_b!<VAJcI-9(F3e`gQ)gED
z`S+dQ+_`dhS9RKNy=)htcXrv`EeCfuzjrA<%Cz;`WUu?r#r~Hzd|Pz=*!F!MM@&*D
zYH!`!o7R&v;jg<&pp4c2P_8pR5|7QUus#S-Q54l~e9Cos9jnp`b;UNHMS&?1_r4yy
zTRp=h!Saei0Q0LCCUQp0)ZZLE{W)wd%dFEXEYa;nQ(pO;xPN$sMe?U}`4^l|p8HuX
zD(X3jeZt4&O2u8~RXJbHiUPb$&fV0~2`b^%{8f?0Q}d{yPHoLBBON9GNYx+nX1-_I
zw5(OHI#;D<!sY-&huR>Wmks}dM9q&%?`WL<J!z&v&EAaSDV%SG_7~3eVOW2VN3A1B
zb$#Q_n#S)+>Ms7*U8T8S+?H&~_Pn?6PVjUyd+GfLZtXj5^|$cIv7C)=ocDutni?Y=
zW_1hM>v9KtnR!gnEz^xRGe*zs=h+<#zU>$7kX~l8l~G+RXF_z_`K6PKJ#BOLnXR!@
z{ZZGt+_RH&-rv(2D_Z%c<e%*@N(f+ZT*Uo=xzsQDhDVQ6vj33_|CpCmwRke{zgTXk
zwpL(!>o3>EasoReLY6Q7?kss>>WfM)GcL&*2ZIZD*uTFK)vn5teOrC1SY+~g)df7!
z>sK2bdh(Wg?J}qMEf>n~&*ZUs$ry6OLEC`+sn*{1vI%S3T9((b$Ln(2J0G5X`ycaT
zLB=brdY%fqWSA~JytUNsrCrJ5Jg!w0arcyOWyr3YUEH#@E_~CIx;N|{|86bfnD^&_
zT3k#gcSG&_8O`b43iXB!4u(lzY))jD&6vSIQ_|`QgI}EayF?eM<x{23Gp|~(iPfy{
z%EqKkiXW%%_~-YiBs`?3bmqfvo?en!+Pu-}7NV&eW+?5Mp!tgL#zu|91?{ngQ@61!
zF}OHM^Sk-vSO$)F9rHwQ)*oOveYUbc=H9<2eHMMv5;;lx{_DP(Xy?AmxUuTcr49*p
zpBbw6l$%4(D42hGb0X%BW1sPxS+QR|-mA&KTWs*Zc-wXTH9EC#<GaN2!w<$?{kb+Z
zcfHoXB7>e^2OM?&)#WlP2fy6oCp`UK=-ew_7H)ZGH-5PONrUnE`($e&@gM^?B{_?Y
zMb<yLtHV?~)|>j(9$huP%xsCw?~5BJOP)>t^!IIyLp5*R*>W#cKVGdjPX4WuD?2W2
zEbpH+OF?ku45>o4cUtmNiM7)6?y;BO|B>o{Juyh%=b`Q0WkMRBg7rI|PV$wwC{&nJ
z9jvFm=Ssj|bE8{<iAtud)mslfn94OZ(64pVPT>k+-j`G6vI-s9uAaw`dSbJ|v$+u|
z#qkl(cV+C=c)Yi2`?Vihmkj<#Ou6|}A?=9fyuH&68$WS4X9R`)nU-=Xz#>`o_$S5J
z&-NYqRv!1*WOB&QhutjomNx$lHIl73{(W3_Dq=_D$<=G#WL+_PX~VHq_l|al7}u@y
zvx-%n1Wt6DEOOdib9&<Uux3qWzD3**<;oU4^<$3S&ldgUK*J-Em8FYhd?sCP3SFWs
zDwdqwpUQAiE3kh_RCm-;=`}}Jn7=C9cde^hr}#_`+fJ=RYUy%Mf<H3)F4(KOP54{3
z5WDIroiqPiRvZi|RQ5d<(VV&YS`ya{uHCyA&b6)Two5$!uV?w?d7RVV96S|YXE|xx
zrG=6)k6rYn=DsreX|f`z%6O)|#p_)8x4EwuoN>C#y7H={^SdhZ@UOy?*ECHsXfyw?
zO(koq?d7XKezLJ2-DhABk-R4K@U_X`1lu20+CMQk7n#50!9T~Bl2bLh{;rUWpH=(t
zV7pJDTxaCXqc_)ea(Wi$yIghXVTxP)U}|@m_kG=+$F{DW|M%j>g1y#zKHU*pFT|_H
z)}f}ipeJim9+$}e1Q9I>J(1)q%ty4}?GkiN-E-^ByPaZMEmidfD}xr8O7F~_^!g-|
zqu!O(OZ5C~PybF?FVM=?xp9$!y{6G0t6vgni!~13;r%nSVP@_sgY1ii<q>+UDMv(h
zO<Q?@admfEIj>W+l6&~Hhx>ANhL$|rEBP<>f!hDVw)^ewc9S1YpT2+2gLE~EXW#c8
zf2aEMZ{08HEfx~9+A|9cHb?2-{9Pb>&$D~B`wn%>5WfPW^Vc7pxVGP;`}ECN!B&Z^
z!Y;dr?$rlQ-q{nyr7gal#o*@&l^GVhju*@kb~)t9aQQ*q8=tNFtyv9z3d~#0Jfk8p
zPT;^3W!}qC43k~HvsRvRET5_I=-WX?pVGeTIq#mY@{PXewO;tZl@H>{>VJMR`b^yY
zZ5^Y}6px)^2SRLHgERKCyLjp_DmJXVu#HjC_fc}LF|TTaIJ?2uC3i$_<#F$PSw3M^
zKGTe4UXLA9Vr349%*ZfjGniYzWpC1usUbDh@J>jDdF#Hc_l$h^(yz9va39e&$XMgj
z{xiGv`;+wUMIL|py^ojYm^i#i$dDI#^6*(ifFMitVVN!OM0{q<w_#0)QJuR|$u*_P
z`RZ-K>UAd0c8?OLeD#<RW^};x`uF39oCDUp)YSM<S7Wy7piyti!i~?P@>Vz>+%A;J
z>LZc-VOvvS>W)R<KW!B)`~M(KIsfYGYeI>imbKoKW3qSc>;JQC#_zB%S*Lz=lq@gc
z(TQJUEO2qv?U?<%P71lt-#3ed&z5bOtgoe3ocZW+O!ga(!*zn2o@O0<$^7Et0hLAf
z156jZ3{LG*&`~SPR#(YceLaJh@h00bp=+KTFFuM)ew^hb$**>HnMms4mq&dqybOGW
zzJ))^m}W8klbf2!iTT&rpZ)SW_UdTj<hf^eE3cVlQ_r3~`?33M^>gyxdxAw5iCkH~
zDa26dz4TN6AcJiEyB5n2mrL*aWo~<ftx`Sk$@AL^{Qir6l$xEmJV|3-M)Q}S9}N3B
z_kER<JFCzVwk_z>e2e~N>dWdbEv{UrwzlS;XTKWTot$cu((d1d{c4#F`|mE+4DOzk
z8h?24&F7xw*JhiB8{OVnHO+5+{ED4rTULdehSxq>ZF2qK={dJe!+AqiwCt3Ox7{d{
zweIuMc=zI~j8-dm@-2C1=T`i7x>exWb#le?j;$A)9-g&sS7&F&h3C=n8P++Qt_M}m
z@U`Flxw-dXP)F6?ts2M8%=ikvmDE|^TO0D3S7FvIx5)ce1#j<6lrIq0Qni}yb&*}{
z$k$mx!P7syeQuRj67|ouZ)UHJl}VRc(zknklHGq_%NVOHeV-t*_3x#i$Fd3^%2_x%
zX8iuj$W%M?yv#nMuDp*~N3+##8J#@vBP?e6WVRJ|LKITnE^>L@+tP7ns*7~iAK`1#
z{&!*v_)TYo9r*djHYEPa?~rw#Nd_}Crnb&Lc<jNX33D$MC*73W?549z<7$RsVw2Yq
zlZ+P{Q}zCd=}Pl8H8>b3pMUvO%}e)C%ANnhuTxHP|3CO>f6&~V|A{%=D=n&S7D?_u
zwmf%#)RjAv8m3#6X8jjDa{b-niW@As6PZpdk^5QquENqw&s2wP!&b?#l*l!nb3^x@
zDnDzp*uuBr0ViW@9Baxaro!nJ$KSswFl5~SpCjyVUFt>tBf$v=_oPOBy>&}@@khO1
z>+UVh`hIQOi`cZpr9s{)Q@2%2QgNTWfn&v~BXQDfEeqTjP9(pmT~)U5(yBV9mv&tl
zVveTq>zt|{KDhUzx}e73>-9-<*7v;*32TfCN?T!ekLg6oO`$E{)7~AJ`MKFQ>HCUL
zrp(We?=G(XrD1eE$;ZA^r=yWOipM87Jlf1biQiz}Vd2u>{Wq3<J>BK{{;1Z`CBNSN
zJ$=~Vk$jE#^!A-+*0gTry75Bgjf3?qh7i$)OLo4?%6dBIv|7Esv(M$z)~3{BdX6tN
zSz6nVN(gxScuiWVcue(JRp|QP*OWXqe?7vh7{4>~&)n!$PxFq&7s{K?)wn98tu*K5
z2X;fl$u*07SBMlo5vn#yP`<XF|B1tUjrO-)B{{NYA_Xk_QblXTJKJvE*?8mmZ4t8@
zw?+0{6j`Snw8{J#`>&IkNjkZ835t)k68;1~n_&Am)1=*PpWdfV%m0$8uJfOKXLg#m
z=>t=BQ9I*m-L1|MA47U9W=dI!{9g5aD!Yix?%ATdg9F~)p1Jx?j`@e&MJr{Sj!IN8
zUE1;G!SUBJDf5<_%LVKY(Y?{I$U^=?@wcppF}l}F4n*f|SC{|h92>DBdB#_n8I{R1
zw)$MydsfT3x2(?R+|f6;dW!EplU{nGe`?d!DUZ|`6Cdl(c{cHQ$nwx{>mO!FdQEgT
zzbPQVF0f+pmpftqS34Xm*45f`Uip$zqB~=~O@?lkz_!)}liteq=*yqna&To)=k3&4
zj7J<FT$9Lnx2{1%y<x(X$LkyGgufLBX!O_Uu?sBQ5VZaN`QA2$gZ2Loe>8WGH_Uf-
zd~EJqS0re1ddAZ?Yze8=CUa)4lUb*-@n&`Y_x`nW<#m56C~2Jbh*8sCu6q7C->WU_
z6?T~~i12&4%q5rq?Y+)hySat8u55ccf5VKlDvw2Fz3MfO`FTZ8v+mLhoPF>2rK?8Y
zBJ$ER_`KYTx3lcr%h-G)YVNIxBFzR)vo<Xka(7|wNq%4ze5Ehx%{TdF)?qE%4n!wc
zNG<woFvCIb?Xo3?`M<8e)pDp7J{9K0z;;WzLEN`jQ~%(peh)^g-`@Lz8|36Xe)=&s
zEng$&*U!0R&8@qi3|UvFo@Cv5Qg)VL@-pV-UegyJNzLxt%N_Q6_kUB?)muwdHV5us
zkg!$jmeuVNqt|;l)Gb^-ivB;fK6*pd7xsPJVeX$ETC%Rr7E}7mH)ogms&9#vHtl-V
zcV^BIJ+(aR-Nn{2Jt?oJ<>$i!?u4eVK5*~Xm%`_hzT9f+vDv-u**x=Em!r<^t#p`o
zKa}0;P47Q#wog|>?|%O1xn20aDZkgVJ(rh=*5u7HNxq|^mLq*Q+Hr>0h8f1!mkT9`
z=q?dDVZNhS>tKNShU{R@stV@#m(ME<mtAJFpR3)n;Z;D`2i0>g7Wiy&FVI*xeGkvm
z1<Fc-6?W4Wt<v{z7jmdv9muY7C`H3P%Fz8x_ldytQ-78Rs?YTMI5FevU-ou4w!n-V
z?h#8fp5{E6XZhZV>B(#7a67-&DJLdv{_NbLxo6|&gcX5y3Yq)NzNdU#&0MdhaZLW(
zmIV^|_xD$@-%-$ToA*xD>cO>b|L62w_5IIPUQ_bow(NPC)Cbz7?<y{;gw!i`);3zl
z$y{81=VM%f?RDArweSBMmG2RsYX73|_$-<AkNVcXU9#!ZeW$V`ylnSUj%QDlP3&$=
zpCl{m^7C$(2A62T`_G;-3uokTXfL$rUaBRad2YoQHtX(RmREcmq$Q_Kp2S@0&TVFS
z^-t5jM8_vAX9~8~S~ySG%*;6Rhs%!C_aR(zt@_I6gH>AXgcKS}Pq+wtcGU<r%UJ5;
z(y{mPpYV(=7p;{S1ut??7u>Uh=bXhlB`s@5Gv9aJr`eOXzJJ|!#kL^W+Tp&5TPnxF
zg?+p3X*aCcofy(op?bnu(q+l)rD9Xg8yw```eANxzzJPeZG%Mpy@~-=y+(#VkIE;O
zO+Gx=@X!g44dut3zs|e3o-uUQ3HAFGfyr%rQ_^HAZ9~jYtY8r+sqMLHeAj5vrQ%~*
ztCn~r7=(OT%{IILY;w-sUsn7@;#c}FSyd};m{Dft(LH5eg2EYhmMx$q)?yM~_q)xm
z?YpWn?ce7e>-oOk>b-h=hv7@nEgxJyE4EIQWGvnm#O*kBzEnw$q{9Rki5)X6{e#zc
z1nkda%;8UXyZmTsu=P)tdb_OL=^oApzRS(mFFCSV!!5hQxNh5VrP=Wocf>z-Kl7RU
z^2x*1D-M3ldi*uidg`I2ze+SYKKSa1%t&>Ssaw^(g8PU~k?%e8$xh|IkBS01Ywa0R
zPV6Yoo;UNi+ZNHIdu9u+Zk)LBllCte-=~)gP5a&%3N~$Ln_`!Jz{_g$L@qZ2_BlK5
zEt{$0cqk^|-jO$HcUCAkZn*bg{>_bXa=y{;*td6Ai7dQ!+ECb+Bc*J@8PP9#d`ves
zZDo@-@4V^1=b5bD<6~!2^q0JRZKHqBd2&O%R0Ny5-;GD_MDxDyx&1lq{AEu6DV$d)
z<U99m*XzC5m|(&&ReYA99LtgPQ;VujDk$enyy1Q}Z{>mhGpkozyrq7RtL32(OSbTj
zMVcQ(e;gN(T=2>5bMK4;Th#Plu353NH?QGrp2(X(N5d1M|F3v1eTY6KbUgmezx#=Y
z#q&=GPMj?)&c}6>!MB<9e*K^R?rpzaUEj=_&E$KjtcLStTi)|W8A3Z-75+(>s4jk_
z`p@|$hbaH1x>?F*N(O%4<Qv}#sTr)4TYQk!vB-CZ^nznLU20oXYd=^{a#ywHNM-${
zvS~Tzg*joL)qO7Wn;FLzNbm?7glvi_{^qfv!O~D9#&50k|GAnA4VzoHo3vP^trcof
zV-YwyzkaTF2FKHcDF=L&xAZ-ad=RUh&nUeoP$KTs*6TZDPDbqvek$~Y@AW+U!x=4k
z``%dcmArWPZ&h&ZhhIt-avf{$uMLrXknvr{efRP9OQOnMCvI?PY6V<yTBsenqoCZz
zp<XaOXOo>m41;iihJr2Y&+utSEw9e0Wxl=eeQE3F+YdhWtY%;IE_xl$w4|BSnO@Fl
z;*o1^{3RPQv0?Iu&D&HfzFYhZI{I*ir13fbMb12KbLMV+e@N^eW1zK#;p20%e|NB*
z&-LMPyZCb1h0aN>TQ4;JI&|}<-n6W(m1ji0Onu}N&h=)4w|QAlkx9qq`)d0W*Vmjm
z#x3kTr+sNqM$DQ6ulM}0eJFi-yWQmPQfw<<EUCE~==)Z6#n}%LV&Qf<0-v%(&G(4k
z`JQzzJInCQ%d=DO^=jLue`%jHb>+U^(lcv(C7*Sd*qoO#(-FAsG$CBF%xr7An9lEj
zAFN*mjh04BCI&A4X8+?POVqX)K{jUzW7QXST9bDEKk)hYw0D<&Tbj;bTk=_4A|&x^
zde<Jw9`8VhN~@o84F`E${)-+tf1T^m=S7+~P3GTq<mvH$&!VYvN_$CTvdH<}f=}*l
zKF}P&GB5DA{5hullX{#^vHEdwd)1h`PQP6B^yrg=c8??!#5EFTG_RkSG%rS7=91ln
z?SfBkC#mMVl4=vZBfxv@4wr`Los!_!mGa!dRbP3TL-daq8n2AFe$mM4M4AidN~!t_
z?$1oxZmz1(UNd!;T}0PG@$S#_)a_p>u>0!Twp_is=yeirZUTR-PiXhIFB}?uJD${W
zmNvCaWxp`P;jXfgdRu~j#$R(|8%CWqC5vXMy8U94n_Hq)X;pM+*@36ClK!uc+#s^2
zo%_gy?Txo;`JRM)E6tC5=32OMPssg$Z#y0LS$+IDb&sCLd)0}Ho-Gy-l}mfufBLoi
z#@pNWT<7`rCgok^)}p6-S@wEY>hnGSdgc?~p~}R+YjQp^s(*fdc!Nv1_Ip?POKWxp
zKiw<kKXbv3gP-Ci&XeF&t9tJp?j0?r{OOv{(vsYupq{+tT5EYM58l3{KX>9P5y3E1
z>ocqF%viN#SG7o0hL6Ba=MxGRQ&+JF%C8Tw3`v@8uHD|Hes;!P$EN`ww@;q;E@<jA
z?wcV?%PO-%r~5tCj}5dmIg!b=X?lu?&#Fo9H%(WV_Aq2sP@%^28HH6+L33m*K3$sX
zT>8*fIW#lFy;pCCW$4N2+wR=fWe=V@YZ|-4p|GH-w-Qv8-R5n$o3(0^xk|9K;p~md
zPtUFNDq=5Qm;Pho%FQdim?nL(pS#M$f785>zo(6-KDi>?>Gg=af6CDX(?TCkeIPXT
z&*XdaR+yB$J-oFm_}Ag+)jwpTTGyw2D$f*U*taC?;pTa9@vCo?J!&^(2+tA?RDJHT
z`h(vY?yX&yG9>Tj?Krt`)((La|CBEYd^6khY!#o@5}qXoge4}1pG#Kq_bIB={W~Qk
zU*Tj^L8ok+O400zlgqZwbZ0JPmT)iL)a><IyoBrUnoWEbEL+dMxYzLNWZL}K_pYow
z$f~ALxYYJJ-?wdbW$!~4)h-c?6j(k#WWS=XSwjrF=+Ad+>=?^#YP~U0Nsdrzkq`9m
zu=~sWn)7G&L0dzM3--4|zqUM!o>Ap=G`7FqX5YMk1Lb0~bu9a%6BoA3n#S|$=GPXc
zL(#bnr`6I$Yj;WK7j0};e9p)#?|yfM<e|V9JuRVp)uu*iYc8y8{dVPYDBtlyX5onp
z&*Yxp=w5w!^(<?TLk6rDYCc6vZ1l}rB75b-A?B4Y;%+?Mu-L0c=JJ8B`Q>T>QEyJo
z`D>A0$;k6IY)e(GSV)D|)4iK}HC2UsG8Sw&Ryd(JNjlgs)ZtTL+P0a+KZ?Y4kCgqH
z(<c?RdG*p*rWfyKus%90C8R!E@)S3}jPYJo-o~e=7tAj|)F8~2Vsx}W+-sA5leoE_
z?(wzTV?^W*CnUsve0qVYuB>#{>i@T=q=fI7db!h#Y5wk;CCra=RP)>ncT_V-=RBTn
zZ>x1~-BNXq&C91B@Rt=|X1=k)@<&0G@m|gs?JEpse%$1)db5!0<sJp8XTOV!el`n<
z*lK)a;XiCtvrhQcxiqCTeS3%b*N$_2(iPs_9sJ;Z>iKmWmw#|LcmCA7qh->nH#Hd^
z^t)<)vt+$@;tA7Z=10>t;?DK|l)Jg^Qe()b>j?`R9QduzZPu8b6t(@5-n2iL)2pu>
zT&6GjM(m{g+=sTpimL@u{eSJTp66b%NYhAHb$yLce8_M1QcK3C&IQSDc6|8a>bk73
zzEjC?QPjnIMQodb^^YwpIa1Qwopxyh8*7%%l-74LvEpC*_%5AKI8(K?LCGg>Z$Ro5
zr(MQhG_K!WlyRVgB}!CCzcpK8LD6zy?Kf6_7r&}|a~=LO<GyJ4&(2AQ>J~1^R&M8G
zdh+_0@8=AqbI0l`Pn)%>W||+qcQI~u1%K8ZrvGA39Ut!NW4ai4;?cdxzwHbwSZ0L^
zoUf=l{NdX9hl#&5R;^pkF<bwF^)`bIn?KK5`I_O9wR2X!!`ts_uMb&??tMCQ!M4v<
zSJNW?&pUiWo2B~v>=@UeFu7$#=?fW~W~WygB)AwaUZtyiMW@{0;iJz5VHdV!7xpVT
z$4(5HI{iBH)3fY-in0M8*+R~?S5~-BWDmG)`#9n&-_^otvsdi85IsMxQ2UUX(UO*#
z8kb*2DVF{SaDTdZ-^vB%qF<IZ-T7KKf$P=o^UExCj{K7gxgfd6pQ}6PNXUhdm%5(q
zw{}WYE@@IrGSpkt)b&Q}c8I`Ro-}2nkbtk!7cB4oR1$JA*Wj|>RPL_TVfAt8f~WIL
zgUzi!E;Ziu*>(T1O<k2@zNM?z<@Gi#Y`S%p|9B=xVaG8~Esd-%;g4R-p24-~M|rcP
zmd1r2Oj;+hcT5j(6pnsnD5`SnzefIj7Lkw$iR0Qb(*qrs@A{k@>=@X+KxCTs@(cS+
z&)OL<ZoB=tmFZBB<L$RU)vAuJUb&$8$$n|kBS+3(4Y|<v%k)s^qPp1I`EOKLDxCNJ
z^d;uvg1R|eS(P%3Qw*z9wKQJoeN_$-&?@I&+En#c@9J0ct#SJjJ2$V`pVR4V$a0YF
z)|ExK7-S`?m`>SDe`|YeiMZ_*Z-z6|qXird0vObUSatNj?W$U>CG$LSlYzEtveM>*
zZ#XZjD9&Yi@Ml)R$~?nKzos3F-lijAd>~~{wd_`o$;H)LqJb-P*vcO|Zx&%Xwn!jc
zpk>~Zysh=~&A;=Rzc9U6A7)UcE3egY<;>+3v*$S#e(Ok`EBjXL+AHah^5{zS6<gFe
zuCabmh{-B=W*#MJFkN+@UBIPp*^>(Q&J5ss{m^939N~ba;+}3A)qlTh+h2XXM0L&4
z%KWeGg0(+A{wDVPToL>>?7HPD@to~dUZqm6*up|HJo<WSKAv2;;6h&L;n)6KqNj2k
zy?-Guv|Y$Sa@$0s?rTvSs+u3#y$$QWcc8oN_||CGZJR$8iWGjmP_|nCk+f{IXHW(E
zzQ|?jTs4<}XzqP#{o$?bk8gZ6pTF0#?_-V7P?#t3!|dA(iQ?ptGoAnDIBs86lD4j@
zXy@v{Rn;XyQw@zBC8pe&we5HDter(}ZPmMi>(8C2P5!(u@5On`{!6TXE%);6IV2{2
zqjoRvRHK*oG$%LhJ6vN^!~62Q=cJOg_Rs$oojBIKs#52im5rrY^O<Y=70sOAm>cpf
zG2}UxR#2$-uDSU6jh?9r!TARZKb1uEOmTj8Ky~6~*C2_j6SpNBUzs!ikon!NvlfYK
zKP*@tyiqbG@vfp7b5_Xxd1oZ2RSO3^RtY~a>+Q>z+oTGj*B;6$Shto@{pFO|rVsvv
zCG7dVciOdv$;v#h4z0}-NWb17ysgOfEw@=#IJ2G>`-Mq`&u{q`%$)ncdD-i%11HZc
zIM6kBE#vW%UuN_2>BZ@mYF-RFotxVGE;KRB!do`s#&_e{)z?F3EM2y2Mo5pwnI}K@
zUUOJcy(8zk?MkWHuIc6K+Gnc1Rqs8d^HE!KodNe$XM;u7>kL*0&s}wLS;B$0R$MCn
zubPkb>g|nAT&vx%H6?iqt7(Mx8Kqm7m0y&+ZQi8#wB*a3mt30z4|euhh^ISuy_@iK
zR{0tO>6u49EV~{u!<2hkSL+R~&5N6k`nL)TXwB)$YfXBd(4aqYdhN7h+*?h$3u}rG
zR@drOp3V!6Hd-v@;`-srfnH9ouOj7%eqtNhn(DV{Y`XjZ#@)qR?_c;Pm9M?~ihOf<
z>dNoCw|v|Ewr=yI3LZwweJRB`sumfGMGw5M-mjF~_x7*I{=<J4xXqUIKTv6N{*wA9
zm7c)2_R9|o_uoCca+2~~tIFDQTjf9PE&48hNBT;F5F6`LX4mWwhW``qEI)O!>m%!4
zcJ2%wyBE4sFEFxJ?P<CiVisREL&DXWLAh4&?BZ&z8-7~hk5>syEsV6C?5Lz+dg+xF
z=c&jA+lprFll#n&x%>W>z=X7rnw8beL5KG>a&O^1Vb5u`C^h){M#rs&A2`FeSM!LR
z@5s$<m^5)?lAoee%b^u}?lN^NehGYi?83C46IT^)`tqu1(U!d{Pfu357;xA6t^E&a
zhvGTAa@sCQx$kdiP(Ehfn<^@8@XV8Glgf{i?HP<siHVbRIm{<iZ20N0B0S;_gJL)T
z+@K?`R=wl;pu78Z&*5!e+8b}(_r19?&h_3R_a3$`vD(*`OEySm-O35doD#hDRof{c
z$&b~^bE_wtE4oTl<z5s&9{5_dz)dupXT#%S<DG}C%oUbJ&tF$=lHK&|qI1HD)@xO-
zJ5C#XI&;bF*OnV|+4o*t+p{X{Rmja%oEw+@dg{>bc6Kt;{h6gNA73s!X?MiuF~h2N
zyY}z6)}j$`cCYY7;VlhI+g#U)&24Fz)OdaJuglDptXp3!Dc`w2tir#}Y+Fhg4^P8$
z&Y#blb=}kg68leWcu{*t`1jriXBTHZv7H>=S{Y;fvEjo~9`$V^>({B38$?fQ%l+#1
z`>WR5)t~3Qx_L{yijR>;t6cc#?b~sMP1l}oe0bP3;>v|1(+l*cR75VSVC`^E`z+J4
zJpKRXg&ejg?41sGh>QJMar&@_?F-49j%zZUzp6^}-uc!mTOJTE)WsG&fz`-;N2brb
zZI5;sm~raI3b;1kuJbzH`NuZ;Xtw`ri`%km{9am!^p!OBExz;AQ+D~+Up`zyKJ`Aw
zCss?#vR^yDw?t-@*dO+bxw7ocCwuyWjpe0YTC5FUs&~2YTy9^<!oJ`%!|407C)_M}
zC06!UO@!s4N#p;nY{9~Ej@_I;Z`kr_KWuVYA<y*w&G9+etnYm~6Zm@CrcG?x(#Nzx
z&W<s4gKNam88r+V^>;0r_Xmjb%-(Pz^gkoR<cOvBa_<U=Es|d#V9yn3C1mvUb5z;?
znhjCW9<>^Q367ji|G8U5MJ~;LqWOWDL8Dpsj$hA7_7x%Oo|j}7E(tg<zhKohCG!;_
zMtjrQOA}LB?klFAO6_o}Zz|Fd@Nk)3@nFYq%e^b6-<TPdpKZn`lNiTlo8jBIuO#Oo
zQ;7JIE$7^e_Ev9DntkHfnbS(yn{DNce(l-Wbu4qr3X6#^W=1?`TOB#=jDxZM3!UEL
z^XjGQ5r^Gof9W=Cb^Ts@^@nWR`LMFI@Sx`#i+A*RES+;AuJXRsE&1K`2HcxdexFrh
zX62prY{|iv(@#!q4X{4RvHowaV(P-n<*O&%7tvZCdQQ|$b@%IA_rz;vfYa4B4aUp=
zca+q$|J!U|#kD`yX?x0@;|GOg`ZJ?bOX9-06$|z=uevtt!`CZmS6JFQ=QxJP25#@0
z_D0a-?82XU%xQ}mtX9Q6xhp47&bnK>L+3zBu;}Idd8|_(U1WEj^Yp2s*kZS3XBnPG
zWNo{^H(6)Hzj;$c1Ee!E-Zo3D+vL>0{NPFTmMi^278AZ}Z#7+g`+DN9*xBLNS4fu3
zUT^bEa!(G=qL6a4{jEu}nyw{k`c-(On_c#7`*wiAk$2ABRq;|6m8R`odymgflrcSs
z*`iqc)I%;Wv6)+Yc~00=UUgtM)Afqxbn;Gg`nBMO?yE$}=*Xh_Lte3*(I+#{?3kpk
z=CXmC@9K;*>x|g0IQs;Y#w9FUaO~Q<`CH3o{PK36VbRkquKvR=->+(}2cud3ioj0B
zD!pyLkI$3)s;v{Z&^x^(xYyv+PD5i0R+Tg^rWt{W9&fh$mA@C4ntS@F;Gw<);#)Yy
zPN=N$lCw+Y5fe*M^*OJjvtVMzC$$gf+TOAEZoSeqqkiYscdzB&C~N7MhQup6c5*K^
z^UUJ+ELN$gWtw2UJ^MOejHUUj;#n3uv+5IH>?z~5&RBaq|1RHmuDR_iwPx*(aM7Ky
z`O+yP>(x`r?axe|B%OF~w}9B*`}<=1Jv<E-CDlYIUE3Vwb||5yN>^QR^H-Oh>2}#W
zn!aAnSebFNyLN@xi}@MTz5e)@vQ?=@iTBpARX>#u7hH0qYL#GcX_k4n*}ASZJT}vJ
zHf4q8ZsVwW!N%(-WV~<3L#KT6%lCN&>l7T__9?sA_nxy!b<Glgwu5!*<O>_tt%&=0
zuXDC=XTs{6qJ8%5N>x((lm!g5dX7z4e)w$dM~6ZWO_eE$DVdApPh2;4nOo}Qdu{p`
z|1*!5Zk@ysWEstCesle_bUyC|sx!8RC?q}DwPQ!rW9Fx7uP^Wke`UXSg8hZz8{eSE
z^|ITlq>Cj!zq@p&xiYWrvdY&JC*x$JZ7)ema~w0QFyIQ3yek@Z$8~kwq6_Cmq+Uo&
zs^<E#xqN|}n1ynMb3#9>_!_6>4BAZrL3-9KFE49+xxAX$%q+|%_K=Hlwv_63mKR>V
zmRCiZV`c@HTJE^}az4KVljO2>>;4>AWzEoc`US`4$#bnzR(o)LRLN@Ckg|8NB->)0
zN;SS`0_RsX2r#Rywb(m%a%s7mPt=~~$+JTf`EPbV@mxIfQoZE=BZfQj|Gjkmp?-De
zy+4<)J<8dCw7~jqa^bK3Y3H&cl6&@^NjbRklV8lEe>NxPdW+O>F|ked^`99pclCzv
zi5c6gJbjwvKL332<hk6hjp0q(%*1}alaDsYwcPSN<MWYJvA%TXRVVLE5#68W_G87=
zBYxjRL~a(nk@{%8(8pA|d5K~`Etk#<6|KIBX?Cmzj=$!~FEU;dDbV%(`QaLezbn>m
zpRs7d?z!ILGnyKCUilwgv;3Xq+}nx45;jv5syx(N_{F@=Y^j;=ee$IC=kVCd+AXQ&
zcd}one0ZGd6!Lod)kMyk{g;xsp1s=iLs4Q@lR<fe@1l$?{Gp;36c0EtGj?UpWn3c6
z61a2yHD{4s{Ze}tPU~e~C4Vcp>tx$bT@CgVD^<9<Oy6t}6J)ui<IIqHxb#QKWe2+@
zpFed@Z@kF!A-OBsZiRT$vx%K2c}`WA)QJSed{SnebLpPg=L@~xba;BF?dbDhNHk?V
z<<6&gSEKrh#FJZ<mD9V$a>J*6%Jjch!({q=?aw(5_h<Fj9pC<Ja(vL|j}IH_7e5Pr
z_EGAcqRZZjJM%Yjn|?9sO6Hll@buEhZ0?5z#iv;}1UwQst~+t^Ka<4*KYV%pjVmAi
z`fJzR?yGj8X1Rz;&|3qO104@dzwFu8#5(Uvi=^MY)SHjHI82VUsP4>kIh*7&`>y0=
zuj9w&2}ymIe<6SPQbO|0UlzM&>-w+B+fi@#&%P#4_!X9;?o5b1>dw&8+=R={j;pw&
zC^a#ct76XEy`FtfyaaT%tq=adl*4i|VL~Mnqx=P@OM+4p>{{NmZn^k1lvy(GU0RA-
z@rqUN!g*~J=8GOrXldtv_Ad8-w$971@t=QXzp}3@-S2mL{ln`4VLHznO!vpfJ*<1?
zyu0exZ~peL`=3erncsM~FK*NSslj`y|7$;ddAfO7{L9BDK6lGbtb1xXXG+~vp9^zd
zv1(`W2fj}{A5ec)KL7c$_~k-;YqqbR?!AB4qxwDbe%Z(WJ3syZ+o%64UtZhp@n!M9
z%rlSIzx;Ye&va?ee!sgfP595gx7W}7{pA1m|3dYDKYu&&HL<NucAr&NX~G**fmy=*
z@v=<T0{3jL3(oc0@!|M!lN;ykIwL1OYPEZ3dn7Xa{#Q|{-ycLot867N8m(8p_*W}a
zUbfmfw^AWXJJB(>$85vG4+Z-Utvt8)>$j?>V!x$Im+nmWD-_xtdh7h7>M37;J=eW5
zZ|RlzGVLSN8f%Vjvei6P8>gRjJ~XgGy|wps$;b8f*V4D8OC5dvymXKKyps<sKQ45g
zGcVnuR<vDGEPQW>?BDO-=WJ$Z-ywDG-{i8SFM<1XA4iMt6zF+py!b@-r?YwDE^(dg
z*HR<S?}&fW`}FVOFMpj~<HC>U@Jm(IMN6j&G%v5po7$*;NBwoioJVGzkMx`#-kJ3B
zKxomyT5A!-Z(pBl9cJO0p(}Lcmx^AO(ixW*a}Fy@J~OYi7WvvS(<OE)zx?Z6%a^7L
zU8uXcd8cK!`ps6MlR}5@>{hm!G%bZcU+L`LYO%v6hj!0Cp>p;4+mb0M#ZyJ4wt6q9
z*m^N?Bj>y;+g#Z7*O%8hw=cRNGWGEF=$jt1WR_p7-97c7*&pE?uho182Xmx9cs}2u
z#~5|}T22uw+m?H5srihRvmV#6Zr;_P#`OCg$Es5i=8Rk8Ph6eqn7z^Y`^G6pUz*J*
z<!*|tpCYu^Zu0%^Q!>Yy!^KyA`*!wEldEfL*ZXxQlQNPvST5YSWJ&K08(Ft_-5C<G
zbKi&G6y`YSSFpBoqtA-dYHo4*+qd60s<7L}K0S5GvGn%`onszFSAW>1sq|)o@9QT&
z<Z`6*I_0@}`EGAysbbv3>%8Fo@9#AXwnwLmT@bozx1D`{Rh`!M?;p+5x~o-oU+46w
z<_hcao$&IlbSzVFfTd$;!De=`;=XKt`{$Z3vfkb4yZ^az9b=qB{_AU<=bwK5`_U~!
zF>twziS#)MliljKxK`JcBuDE{tynE=wqE*nPJU%q*yLEg1y4Wp7yBknx%<<4%7;Jq
zypAwe8TOexaz8sG$fsrBy(EjdelODmqg-z?&5NJo@annjm#8zGcf!uxt$p*jWb$fD
zDPQRspB-;JzPRnxnHe%{FCX9bOFZ;IM^!i@+lv41wMOaZO$?F;JmTfp=6ZgunVs=_
z!sLV9(<a|6axUHMv|%n|Ro7vIrjiITuhu)adv)@R-=8{Hw)%5e)fJ=N9LC;Hd;AVt
zNg8D*&HTInX8og%ICj?9MRiFLD@Co<6rRQ3t+4Vvyt<*nbW2?QxyQLokDB7F-1_;W
z>eODoI<iSM{P>j=m0f$!B=fVsb23|&p>y^3x^GMlX;*HTY4&IZ2fp$Z*kqZKG512*
z&Q+@xm~Wi_bLPVX^K{n)?_IC!bfu(igXW^B46nJ8u0Lv5i(j*Qp7ANZN$r5!<!sKZ
z!q>J7{ZBr4`taO~dUwSI8`gbDn9*`>*}2P&9H|%9TZc)pOnK$dSERW7Yb>Act;~qE
z3)PP#U*Iy@t<3KFdQ;+-_j6LdY@Rb&-Hhe?f+<&aa#vkbu+m-~s^Yj@d-lC_qo9{f
z%6UDLKlHxUejqjZ9XHS2H@i*d{BHX4eREM(%!cMW?DZRDOP2mm`ne!)=B-)l-tDy4
z=)8~_zAD{x;xX%A4vP+oTy<#Nc~5$)a-~A7|NTgt#TB9-&$;tXeEG#L_xG2|k5j5^
zECsoe+)t=)N@=Q+yEv`4fU$N?^rN>4y$|DgXLH$`?QlBE_x{hCZLhT>j_wr|du)~|
z`)i7xb6(Qn#xEw}?bkmR8Q(8I_i1iuLgte70j37(>tYzrh(vAKR8=JZMPTQ=i?3$9
zoSE~5_jJ_r6EgPJ)%*A7%3GaExp6Lj`{7WTwJ#M}9`8|3zBBK`%nRy#^S2$jzFqU&
z1Ze@Af*0Er18R&`IxoA+?Q1$G`fIDu)Uw_0JvQFvS5FiFe(=og=w%!``!;dptMe5L
z@&&wXjnHGdqIoud)pVQq{foaF??0(Nao#hz*!2AA??11dR=9nw(k9mZ%@6wKW<;sa
zy7WUd@y4$O{~Ai~v2Ol)H{(rn@#CI|JzDHP10oXz{^*?!ZvK7v-tMkbTCZN!tX5i@
zSMVa4EwMgI)jgIc!8dG;-At!x`c3OY+FAKdCziaby}*4yLFRn8!RyUz-LKncpE%Cj
z@lsLZ?7M4^GuZVVE^H_^bc*HQBDz0joyPhM#UufRuTjAp9^CWq;j43)c98jqODgN@
znr1_9lP%v?NLHB5^_?y>^%GCoGqaY>%={|B(u$MAzXm3jubU(+mOEu>sprFpt{+oc
zPW&sVQ?}SJpYv6fowzMy?44gremk~I(AW5@`Eh4^%iqk3`nmtUaC}ygk}IzYIT83N
zv_#)*`r)1DzpT))-|Oz$AT1{<y41$C_nP+mdy6-nx2&Jxp4u$1$VO{H1m~`&$sW(U
zYbsW`v*x(G4+^wdVI8aWTJ_??J@@YX4&gXDxmb;(R_oh?FRe$WRqhUcYEo<C`Cs_%
z-J^AjcHf>*WcbIW{Ib2^UEP-xd3I$5UlN}vbzJr868_slPI|8Di*nUlwpVDqKe@R!
zR%ct-4k>#-`9*yfvQF_|JiS;i@!j6e5XL<L$5!rmCu;ZJb)nVg)Y@lEg?XRenfG06
zxoIHz=ilxZTW_>4nNeK9^nJ-Q)vXei2GxSgCfv{td!_1q=e50`y2OSvH<|TPa-!{v
zrf$x(kL;QBP3`<wOW$&xGUYRR2K6gWP1O15ByZdwq#o^?wakWLzjxN%kf**{OvSqo
zCYTxCa<67rIG*sXx%qun?bOd57vd$Hv$xNhpvpKoE#~W{-+x*&_=RT6DbBWFa*bZV
zzy9q$=}Xb8e;-+P$0)rjVr%W*^&YVYd8Tg^NKtZ3k@~hq?fVlWr}YW7p4-Y*)a7^<
zRGog|&v@@W=O4?fw*#-XTiQrWcE50Y`iY+r`)k#n>s3v7utApPeMIcP+6xS?qYqo(
zQduR>!j?YIT=0pSYrKrhyJ_K%Bkui{ZGUl9aJJIBMV#m6ZeK3<qb>IqpTX0U>%^Cs
zibQP7TofZ-ct&yELyd(~zbm+_?mqhDHfL!Xm+dx>g>n8uGp1kAuw7ondaY%G3Fm#@
zGp$Rmh8=oo+H_5JtC97UDZ4y1s*(kl-@dT$#+JROOO7{{pWmX~^~R@Nbf@&!gbiO3
zD`VMr9z2ros^d^_YtDri5%a?KY;Bp-ta_aNPBGu&54Ky@mmU3f_4@lCzdoDX-@iU@
z_uPx_-Rra;9_@?s`?pOaDdBYIr!`79E#DLyY++m(zd34`x<J;|Yqo0->F;7l$Um@m
z?UP<<Rj$CFbKBh5lhrJDi3WV(c9s14<kVtQ4$B=APcVAaPI&77Z`sG};wAH6GSvNE
zU;Qen=8IV3s=k>MO+`P1hV#_9Y;Ex@`q6sy))nsH<Bf~%ZsOiM|F-MQ2^RZG>ur{O
zS${3^`>sp&P4DxQFZr5V=_yETvkUvH*A)74kGH66dcfB#!Q#X(b?1T|3Jd3KTPE+t
zQ|A{Dv|NF)AnMI6^N+`WZx>|TX0PA5#VbwhfLM|~|E_ZRHKGe&rutvdb$oTROzlte
zxgG0QyI073<nD7cGV!n$I{C|1J(hj>r?O?w;y6CPSS4|3{mar&pSzd;{9STu&UTS`
zt2eCBzx(8Uc>Ap@KWgghTi@K_vP>^<S>N3E>$mcXh5jGE`xnl<7P$A#`~F?$4D0Jd
z=CAwy-T0UI@89iz9P0na#p)J6_IH#l>wA6Vpu(1==?gQwm)j)G^f@kY)9ifU)9S60
zt}8e_F?lKd<OKhbm07K;q$+nmyO7qWw=8q1iktI?$k%*b|8_lH+C0_IbZSC$SJofV
z#;Oum{ofDdYn*e>iW^Nj+$DEpq1ptG*bH-yXSY6VziDvX@cVD(TQ}dF6j)zY@qJ!T
z@)ygM(~i8#UFW|w=J?yBRZCr`v9!#Kni%dm;pg6(RZjz69H<V`y?(lPS!VP^vyybb
zT8CT?x8(D;KFn0u<T+)gJo}NalV@D{VW@c3=(zhGpRFphy8X7E`MT5p(0bt@-Q7YL
zvNs-E?j6RQ^rBqBXRFMk>C*(Bnp?0>7fxXp%dHFDdEdtG^Y6Z2&uV6!+FR)z%5bpn
z{RX`mWn7&iekC5oFW4t!t@C|g&=r$Yrq%Q`S$&fw*T<F_H+rP>tnxBnI_spz=ImI%
z@cl25w-q-ym+#QGcp0AGF8w8MjRT9QixGDk``ib$on;kuf-9}k#m_QK;9Bh2VN^Wl
zLksh7mjI#Jtt)b_8}D84+`?{`eze|!CPCrL0@VRKeGb~VKIF_gtCbYUEOJe@osV(j
zTBc`yU*;F5+|=K*YsD+0WTzz_&n#5Bj=2|2VVzyozwHgr^w&Wep_Xe_bDVr@`*g#c
zSwCh}MXWt{XWxE>YpTmWJr_SBv@^vp`_1EXhnNIeH!ic--jv_GCVS-#yA>1WE@`|{
zS{>}TCiqXyY}Sn;)pIn=F3ME~IIdBQc;WP$XWFyx8Xc*#yB58<A11K6XZd&58(+_R
ze6hG6F8sJsQbw%na-@Wax_$K(p6nu#xNWENb#8cnO^pt*^=Vw_DwaN_Gx6Y#lBI60
zjCXm97MxyV=lb_mkG7M<`n7r|UTLion)xT{4CnW56W2cizfF#Q?PT`-_&($5h2wM8
z-neM4W&V`Ey{JOCsy|q1y<n+-YD@51`S0Bk%L4Uy9VJ%ru5b9NabdGIhw;P(+A(Jj
z7}&Q@OzstbVH`hY<HgTa8itw7i=|k6A1qtAYt<>CyDQfj1@mlLJ!jXf#Rn_q@3Lb5
z%`^SWC&#;!rY%WTx+bTfyZ$}*EiI0)3t?wBopj7?POaR$ZC9M^UorE{)gp!a*A%!Z
zU1e>(-0JG{P^EcwXy~`Q-@590|8lJ<*Pas`WtkoC&8@EYINpW3-R6f#E03B+O2N~B
zjZ6!oHNE0Ir9B>>cr>*=SbyuxzW#s4buq0olBY`EXt*-tsL`Swt15!6_jlY`8e6n=
zd6RIL)pH}RnQt$#MK(5>gwC&fvgr@+lpcdC3#x=$avmipcW=7aVie@Y9Xp%V_R=ef
zlf`@;y}vzz_S{$!`7ZW~$jqKe`x}fW2B$CmX2{{;#XV_~`@Q!Po|AWX+$}V+y7fs^
zeb%xMeP*2!I?u9FkG$F8<kIBSciTzl?|0#oDRXzcJj@cJznNRjKri#v)vu;SPmi*l
zZVwTe?me}9^OSPcb-WKHep-K$&{*x$dTI84js8ZxD>+XLIl}XQPd;A2n8o+RQ0Khp
zCkd}*%=;td4%>jH+~t=_ezAY}#<)4^P4J<Rn@d%<tt*t?6=|e-yGia!-nOff<zLEu
zmkM2!6nt~hg`ttlYKK7e!+o`jnDwV@hzUF?-D_8~{eZCXw5R5aXJj=qhDb;}E?vXl
z>e9tp?6zK8U}aZW(Bx(O)w53-ZTfbr=%$u#*pj=|`8r>(?6;5lemN>beVUfilC$4)
zbie#nT3I@M*OOVV9ygY|2JK(BHK6w4Y^9a;x!DW%D^2><bIs|g$>QYKlD-T7&-GZf
zNaO$2iC5PCc;%7w<9^SQu-^}YRIZAs+&+7TpYhpwf0eKAyO#KA+6T1OY*?{deUewy
z^MxK+$EEL89h6pH88+jU`lMaU*VRR;gsxbvzVN1u7<>5Vf7ib6)t>ar<KF$}?m@4c
z?KCE>%K6*t@k*lgz+|PB!L#b7Zjb4CD19yCU(wzvGYn3uU!8x$eIxtQCFf!<B*(6w
zwtxHolTv3Fy}o+=rNf*_1zRs1UR!yQb^g__UQgDo{l4$U*Hh=#R?FmGJ?qw*Rt0Ly
zyM}!~;Z|#J^{BtE!ogkU#4CB%b)T=Rw*Pr-^+>h<+5Q#Ei^5;1$$pGm{^ZKsd+F8o
ze~*-Ay#LGn*eWS#H|uBJM^>5+?vJe0a`$D&Jl8sYbHDg?$)h*^sXwv`wx7ZAH&bg<
zukH2|H|#HmuyC~o);wFj(&N|ft{&goRMGmviH43{RW%bgTCRK3fBEd)!c}}L+QlW6
z>!W_lcK1we*tY6K#NLChOCNenG&GxNzxjm3#Fe+5U60LJT2nu9<4XIrmTvqj!b29{
z*_z^8y|5#2A^U0%ox~P9n^5zmN}*5fqBg8}wIgDKM*Hf!aT_>N52uUi2%UPQE~>LD
zVs^&<1i?^sp{1R(vbn_;y45U9nAq#v`s>W|Q%$aF{J~pZ)E-od`te;<rz>@`<;yKU
z{~qeB4j0#Xv@5~6;*HBq7xvV^cfb0(_eBX6N1YTpUvNyK<e;SUP2TU8$=kO7e$bP6
z`+bA4+OsrGj+eKY_8yjO{<wATg1hT>J)CPO$z-+roP@>iNR{Y?soVO_{Im7kR-OIj
z<hdEW3pB5JJa0Izdro5Z%&Xryw1Z!)nd$sv*ZOa*Ukcy$&OB0_Uy=OA>3dajk@<SP
z8Rn9+mWL;6|J{&tHYNJow{D&2MD}e9uRgAykb3+2#nVdSh4WKi&)KwnLr$V&E$8X5
zt)W{c7m0Y>n-JV{EB2nplxf#D<}^$0JiqDgvdMQOjYOqX-uW-PVmBvs_U}IqvY*Oq
z15R!An4U3H`(gzf>w7CR)smtzZDa9X$BB=p>lr+p;J9(YbV-qzL$#9~8xLK-A@q#r
z=5e82=^YUp8zq~aRC%{W*BGoSD_p(r6z9_ercIj}O}{>2<l(xL<?priC(pH76W!VO
zrJtIXYlxVI&HnXD_o=DqS|_t@q9*&;SI?RK(Y`P9d%*FOK5HLg4Uy!#&hs2MpFRBH
zW36}avX`~f%3n7A{kAJZnq$S!x98Rx&FWaS_Q0OD6%tt;CvUMa<)v0OMYz34?s|Gv
z@`n4$W-s^F7}K7pp7vk$i*&<kr+0~Huj)?e(0TPNe5>$<Dg_f4<>m8(vzCPCo_`Sb
zl_kY_iEQn?xp%rIoNC*?$k}$r_XiWde+k^A<i5<`%VVb9%v!JC0(ZoBYel`X(-mDR
z^xM|gr79}$;Zoktzgm8q!u=Bud|X#Ow^X6?o^OkqO}S&M=OoMLpMw5`Oxe`5Dr#Nr
zk(DjXuV)vVbKO6@o?AiZiO><Yb<1~&I(*+LaaH8vX|`GVw_DsMFY0#gUCrn$(!{m%
z%+%Aos;_qk9kO!T*5SyXc)h&#_6?P~`(JtMwK|VYw>PPIGDU1j-Nlgi8K;>SuSlJG
zy|!h}1eTH>?bYdTCC=`1o?X68X6DMUUHkGsr|n}<&XZG`b@;lg#?kF%O<RwebOr8^
zER2_G(Ol2HBjmG#(Phoc5l4FON}uvFxy@I--QRk-pV+~Ffme=6m1=feymLw|X8P^!
zhZ7esW@~46QuIjfcqA=Ww#1V4>T{8EF8TarNlMnvZajRtvp;_M$hW*)|8Ud29XV#_
z4@l~tQD}VkYG1S+TUYvw8a6JiilPPFU#k?f<sX>wM2Xy9JaebcxmjggonP-N&Exbb
z`*TCDIb)e~VCm*w&tJSB-bP5etY=KTD81s%IoX`wU)JqsD&BRn?eH!a(S>J=wr#zm
z5WPI)<)4*yr}iJRj`^anR(NU0k%oy|51UnAoz11t(9U5TeIolyq1DkR3w*22FZ1h{
z-=if`JK<wi@s^8rDm|xSqWk`~oShuMuRifcjeYyW*)3;-8)h*l7N-htxo_P5aKETo
zzsj;_`-RQs|N373a#y(It-D79!&tXkn(j1El*kT#{)>^Tx{CYvS*{4nZBP4UlI0vz
zqwmXx?W(oD6ZTmqk7>fzysfN}&F;&@eHLuj^-l;WJUS)3WYhH5+9vD8N;@YM>-eap
z3a)ul6D+CzE?8sXzB)nY*VVV4W?Aqk{+`wJqoD5KUn8*z8Ik@O`o)V3>-HU}k2AQi
zzu{2FnMnroZU$OxS|U_?=YD#Sxaj3Gbq%`WQ*|d-C3LabJH7a5IOU7!g)<rl?pH)*
zbcropFePpI?wKj8HvjBr&R+Wdsm|=8X?F~Fw$3Sb@Qt3E^TXGF8*6ID-cu*aX4k4*
znQMH*x{~kwoRjnNFD|U~_;ap#=fYF9S~@EAYy7PuWUI9JA4U9cu5Byb=loBgwa9&?
zM?!Abt6#llJIepM@hflX?f6@CQK&uquIGXd`+NI+Pd`~_ufOK{W<UN@fo%GIU&Gww
zHgPaMFl+V;y7b3YZJPJZRpr7vV`r8w5;(YO>sRrM_nMgRmaKWYZ`ZR89luqtwOl&8
zI%(Bj_V*!PdIhz1+Zp#XlraC8_}<#}He2g?CewY4HMSoLn1AGC);e#QRdu1Ts^b1~
z(}w$bop*A~8s0xvuFGPs_<U@}$NN*YH#|#Xu87LHzl^cQu6O^j?Nh6MwXtlm?f07Y
z>8-t+gY+-kGlCa#D(AeIX`=a-i)mJos=UI2i5GUC{hZvk@57%vlMOzu7rwCW`=3AV
zoEguSR>UxN8J3#1e$D?-@BTvb-+LL+8^8bD7y0$`+`sqio(JXsfA9bQd;g>Va+hBp
zsV_b-=bq=DyQ`V1rSeTpALkX--ArU+oK$JM$!wi~V?o2&z1-Q0mmh1~WEf{=C74jS
z@r^>prGtqZnSA~(c#+S#q3Hjygzj(8YPVS)zWntMQ_6`+lB-k9+&=lNKa!xv&lkV2
z@!7mrT--*Jns+o_>-l=vH)KP>qP#fXl2cn;Ee-uko64lVZCPYm{!nb=1+OB>Z)~%|
zukF@KN#ae~G>P%!%~cO(tyse_FG5|boKJRb)KQ&3yC*!FX(>}E3mROy(|X~4@a%7T
zn|}Ub>bbrv!+*;Lf17FI97{K5c)U(+*J$+7ao*C*+ABWQ<?>&)YgY`WDaW)s@%nb2
zw^ezwdt+G6ZhQ9`-<$-VFcn1#J6ZQt9)7DU+QrHez02pw>xkd4S|;gF$-Oq|)^6^_
z`u4ZAxfZ_<|GP9u_iebSoB89=)J<Ny#Eq(|_4fQ#&_AffRI>E`-z}ln`t@7WqE+_k
z8ofO~&HB`w#Qv2%eCFSmUgX@n-o$F}!m8JcgI2FsoG||so2IMz6aQ4^DmxXM2@|jH
z=vg=a6x(UW`r=gPhx$L;wWNCj+&(u(-46VDeA2s3R%xH!XO-soJ9}GviTcNDva{so
zImeg!9JBvuA9}m#;HUjz|IU6am7f0af$Cg0Zrz%zjX$fy$`<xtQHZ{OdjFc1N52+T
z6&w9b|MklE)A}V1xu@;99&QnjHjbH8Z&}4{{`7u&NZHOP*Ljoo-}(C~e}mYa@9mYV
zVuU{(JrcS!+%j27UFy>BQyj%nR!Q%)XWG@SdUk8wohMck^5m4G7B!Y`e7{>uq{m6W
zGnMn03Cj$R$b%AI@+yapuU$MR<NfOcP1$)r-_?KMb=_8?{p;rT_EQ}Fw#f=9TQ2!U
z$7zf03E#AVjaAdwkKvYINlszkeBaPu&7$i;SJzY=C|otm(S2psEWIA-S55caL!<S}
zC$2IRv%0XUZE>+_z*QX~E0?4B>m}ArwlEL6+A)3E%B(5vul}k`Uzrtt@w${e`}*5m
zvJq3W7CD&Cd*-&s<XP$#tA(H4R^6I$+-uH{#Mt`>cctBKsW-7+^IFC%F3ex3P{6?A
z*UdGrP1>3Nt6uv$<LtS8#v<oFGu`>ISd}5sVdAzgow1seRXQFvo>tLZu-WB=W}wF+
zk$_&UUB9>uuT{v3oO}CoX6J*zl-EC)WaWOz=&?_D-F4;j0Uh(1H+p6-(KC}QUDD$I
zE@Xn}l^I_OA4RHhKAN>QPSPidsbH>Z%;)3ZqDuPI0wlTQGvtDsE@X+mU_J4SJBU5`
zxPk~bOKWj;-GQieC#R&&*54G(C+Y5#XDT5#-M6#t#~JY|%>}|5t~1+3vfjK2NT2q>
zaTP;J((Jbj!ajuEPO+G~>}Tk|r{9;q`keb|y?WIVhZeRMK@*L6<&OV%+<hkTzgunB
z>YjxgO+RSm3a9UQD_U^tmY*)moafyWCTp)@+*H&%X#?Mll&ALouh{}mKj=BC%v;c+
zcAD#)V?&=xpR|XwOmFC=^V27=1v$9CDhpk4E2>c2Kq&2%`D~vs-lNLADvx~3rcRSw
zvcu46ckr2YGp04~;_cWv<KD?s(Tj^!)WXkyjEnuc>21r=%blOLOaEJOhV%H%Ew@6S
z7<?&wcdv1ZZC`9D%dMijyM1TnMxIxF*W56NxpyhMk>l<c%AWUbnr?h&wbnSJ>o(J~
z_qS@*^XfLUw-&E#xG8r<LACOcZzWS)-BclFE$>R(^4j}WxvmLEqOI7!%{Kb~>e%(a
z&y?5g|Fg$<-TK+SjMrG1`6v8(`?w~j;Vnb^QBD4Bx2E#0*umQ0d2Zek(H$PES#P(e
z=cO>OVqDRu>f!qQ*X|1qtIo6Zepq&S+q7VLuGu;>C-r(=Zn}59!E4I$y^FN3Zc9?H
z3NpQJwm?WKar4E7uAp=m|5a&=8AX@2C+&95aZr7=uk_+0VZq$Yiw*%PFO-|q^&Y%?
zB5qi=PUDn~&&(wS9zwo{nT0z~l&jAby}1AJ7SDwb%R_ALRk!>w_!ih%{b}>tE9$#z
zYo7P3+U)x+J$+Ux|67rqCud(7guU20V>5TuM8(bhmHnGvoZixCxjbCn^x(H;eg|F5
zCQb03byIumUS8Av{iR%eReRe)mM3U9`PuZXwr1`3agnm*lb=++c<tq)Z|twU&YiLm
zm1425cHe$wso%k#ZNKL>DL#L*yOc|Ad9W_?XXS?Z3Jv~qca|;NJ!@|lQ>aApyG3fv
zvv;0Qy7yN2ovBNb%|bu3^?Hn#_gxV5mI*quY;~N~s&&^KoWxdbU<!&_>rnpM`=wJz
z!1KEbmyXmf=&ET`y1Ynq>$bV^r+!MDa0#nn*`NEWjxpxG!iloWjXQI;2Q0Pi=1EMu
z_ckf7e1eYQM@A*{H(FA;+Lub57i3Gm+q_s-Fw<X6jX64J%RR+oEGv4Q*KF}^J@DJ$
z);$+bricRbG(jtU|FmBdURb|-clt$XK(mO8jX_nnU{isVf$g)3bsCJ%k4e_t+$NWN
zsBHD-AK#7UyVP2n$9}(KG<}z!%Y8MM2sft|n-t}GcE{^X*8f7&b9F)|96om7;yaf$
z^P8<xJTI?*SQ<a)`1c3Luk3v{;qK#Kibr^!s|YI!-u?EEYwt1deJMBh>1k(7JvhO1
z*QxRkD-Tba;nQsA8mXvNwD|u%yA;-gKiM)j8XgrBxE;*UGt;frMo2I1Oli>h37LtF
zPY&6%B`x%nm~=?>@{VKLyQT#%Qe-^+wSHej)RjH^p33hy%M%&a%`-_rV`Ia*cwW8q
zfW2=!_utCVxomaCcw?4G)2v+9;vZSYx*d`x6P#afTRr#qJN_s)?^&naLs&}dPaI$G
zcv{0-_~TEh>jBL_7AP@m-<YiAvXf_Di`B;5lxcd^0nJCk)K;c0GW@wBRW<yI?iM41
zRbl&Tn0itj9;|oMRqk$?Uh-M2=7~fqkGs(&hoej#QEr@5JZB`jte<e2StVz_P1Cu$
zjwm-d?hg-IR`Ca(uIrn>_*I7HMcISCvboC3G9N#8$o_dG?Q79$iLH0OXH9&s=BDdy
zux_Kr`K%d`GC{1TCvfgDcN^D=%X-&a_b&YTcGj{l7r8_OI-<gQ+k3Q3PAaipzNwV)
zDx_#>YgSgzMOWR|YgAWP^K(59+LFp&WOe3<oI_94HHT&0QP)(r?9=~oM^0?3&fnKf
zHN^|g@N3Kv7CpK-MDC`nh~RtoRqbapg&oz3L}fM>@ww#gT2NqqUHr_>7^ma6m91He
zh4NcgC7k<o<-yIBttk_xi?!aq8KJ%|!7oKLKG<pbMb=`iAoB;m9!DIM$t=IVmg(C?
z3As5dOwvDxxwn1ck8v%1Z>+^Bc4ncT-J*`Pz(g*Fn?@af=0Axuc@`@gbd_PI@Z252
z2JA*!av=ul-HDU07Pi%~A6hdxn)}(6UM5>c)jFL(S$CCa)9<2Z9LtXj{84&)w8?Uj
zRbNBUqhfx}-w(eWXtKQc`+i;MRL-|d%a&(32~6qQv2E3<Bk5sN4AMWixpwZ8`g~0*
z;LDqW%4@D72D)>eKYcaRV#oQii<a@Naov`zr)90K++MyybKBzYp+(H5)fWS&2o!lL
zFy)o*+nJcakQ1`A!fl$lYv`@@D~k@^T)cNh%vx<l#gmEqV>SiW+Nqwl_WHeh^B(VW
z*>}D(Dn8J1(QVV~3VNZFueGrzf7*8)pSZ(*hgve{&w84h*>-xuR_VxlGn{tIb@4v>
zx&EYk<E!lpk9Jv}2#qg{yr;TgN8`K`Zo8CDSNA;oBwynkvpgo!w`Xy2+gAQFpSD@1
zMSYPue&@6Xk9DDPNMOdJ50B<()j!bB@F?=1_Wdod=f3D^-#<%Fy0NM*VVe2Xb-zF9
z<U4&#NfNtzX@bg9gKcNu|K7ak^o;xa^UQ5m=AF7~owfDT{GE&ciIxUmnfJ40mu8jw
z-zi|St~A)J>`M0QWq0;2o|gL4KmN>#*^igp^nLTS$7a=b4av&p4R2JH^Z!~r*lv2_
zopxmDb%#9lc4p1STMFk-%wC+<c7fGRZe{AF=aVmSJyhGYX!?(eBb@!(U0DmZFA|G=
z^7y93C7le{dwx$IOYS*;T=`M#=99-yfAqUuv#0Z2Wkdh*q>q1^ejnzov01p;c1Hhp
zj&0sGHW3So)lMA!th8zYbBx`>PhlrMe$+DT)nZqYUoZZc$As6Y=gF?!M~+9ceKnF_
z|Kvl_n^XH|^@p>5^5~e*#%#!5CLr&!qGW^6I{wbK6UVh5zGik_%C@{cAwlM@d~eJ5
zIYD2Ux+E{Y>$Y1J@>jI)5AXWFwo6|{PTD#@a@D-6``<^ds@rd}vG_uecjx=CRdwp#
zpB82P4_<XoWJPk&Y111!jF;}!`YaxFOMBboOL7yBE!DYtIH|DBI_TEwt(}^0Ep7h2
z)qH!1^Mj`5Tcx%yo|<pPH(&oAd`q)FR%N~U^<`VS*;3ECdF}4?_0i7IU$$lTWMwn^
ztXePY$_4MdGW%V>-cY^5@bN{3S2bsXlK$(vnr~C}LhGx7PMQ9^u+Q<-*0as?r@a1t
z-(K_jOZBHwTphvvSIhT_Z}oH$t6FHx{r>OWD{4_W=NikLH+MK+QS;)<GoR&}A#{1~
zm1PT)mi@Q7;o&2;e@8=Hx9RLFYSouSO6Pjy8dc1{6|(5+!}oQ{TVGz5im0*An(X;8
zd-k5%=&WGQth;}&EDH`jP{*|K|5}GP;$|Cua2|=<YO(xEB-6`q(*x6f+F15gEz)D|
zl+f(Wo-3=&cW4%;ysg@b8$z;<o>BiIYUXU5wrc6iHqlel`z5?)hHu$EarXBOQyz0T
zw?EOd;Y^>rz<p!D`yUf+l6G8HKXtEh*M`}d{x5`@-pmaySdp?+HC>2XDct4AoH_n#
zhK_oH$C8Rn46>Hi)J^n_V%1PAn$^Dh0ITciXW0wZawlc%Jyx{UhBf_i)4$5V(525G
zs5Y(f3)W&>qj&xl`|7qbUtYZrcc*QgdXj&Rr|ZYfpGDS0dOYb<T=(XQTkq?m;tzXy
z%1z#NZ;bw5?bvtf<-3Wo2UaD#dBh{`I&sqWqn?b-zPFb=^VCTAZE3A^?s*Nr(u(j!
zA*HuB3crz!oXxa3bW&}=1dYef#nYEZZ1A74oAIc`y|{!6BE}bU&&;kaTah8%d{NP&
zIz@?Z`HH+}CEQZKW!{SF&eM~yR`ROYx^eR35{{~LaekjIjUTISUbDXVEXMBseDU<s
zps;DinY_WVzEL^ci(k#kcF*!*&TX8W@Odjs_shfQ1-EJ~dGXBBA$Nt3fy-MDzX!dW
zQkCW@%?wXE!GHQ<l<HH>kUHaQ@=j0BYdV}|n|gmvg!qa-$8O(W_Gz~8k>H>0PVD!b
zpPC;Emp5tjU;b%!h2NUz+xkw;f2@4Z`|0+jPgnf0+;{HgdzWq3<62GUJ3m$Dw$$Lw
ztex)Mz3qM2=`V~IZR)0dTi#G~fv;{+WqrO${=|y^OEd0W;g4|m`LX1rO}=xVUSw;x
zLF>CtmOOTLbEU@b7gT4qU#wG$o%GrNf7Pxf1yZ&8yHYsy`sH_}R9VFqz4Bkp`04TG
z$ox-_FL$>8`%!YK-(TJK+;Zn#KF=a<A3w=<`{wD4TJ8DgF6{STv2TC$Z)Tq>mxU%>
z?Yx+sk+9|&E9*PCr~NvPnoaA&{%uq2nXYitt0`~wlB~+L8MEF<MsR#rsDB$)`>cD}
zij~!yrZhw^<lhqIF7W8=b2l!r<G%_mnm;{mn&^MmuJ`!lS1aA8Mf!a{{(SyDP22Cf
z#*gGqX=$h=HNP&|`Jhotqh*n~=`y*zFvpeOMK4?p4LCFVmT1$3QmZ3-|2T+F*?6I`
z_Uh`_&oXy)oD^MXu;5g2spyob|8jem#OgZ~%$+npMB~d_(a->{j&8+$Db-83yu28X
zGOvDM&Jnx3ZIau+H(DAyjX&MZteI~fTc1Du;@-I*K0S+Aw5)7?@5bD+mSSVcId|S~
z`#N)9+a%MC?5&)e|J>TBuNNs>yZ2D=8}4<BO)stcm>567i%DjI_cvF0{xz=_E!u7Q
zo2iU*W8sAP#w)@~#g~3}`R!z2U63sL?Wmk%+2wsR7U}NJjDJ(P+)U%-j5o)*eEeP3
z|9;#3Yg(FO&hehP8)vm%T)(!7`I)Q!u|lDH&CW_&;`8q8?Y^*7;Lcs85{9oo4*pa=
zKKV`glULK8Pd~9Hy}$2bUC@<R-&UV~T2|#2+2Oim(Hz5YrzxzNrPq!$EZaKitwgU;
z?Zh8P8!QbK650cw+}B_6+WYdOc7;zR+Am(M6<)P!>z(UQ@-?>C&R2fswL0e1{TpSs
z<IC!wYW!w-`kVWcd69knoSE{goEH6&eiX*n_sVi#<cTC@chfzVtgg2g$lOxPOrL*b
zjYpyRM<W5VGf!hLI&J!D!1cbfzjo@D{%b1V!;Tzjs>@LN67mhS&U4q%t@q-#Hoe&s
zp0Z5vxaiK{s#Ep+U*r_6!guDJ4^oiN*=w8jYidXBip5j1#DiFiA9a75Y3Om=LAgdL
zvWK(6Q*xcgL*MsCJx^D0pW^=U=GVV38&)3Wvq``2m~Y8mDW)seeS3F7=~AmQL%j!f
z#m7xJrZipL{{D@}l@rRFU)N2XK6&RZx#gcYryFh5Y`&^<<iYgpHYJZ2^JZS@-t01e
zvE(GpyDdNVYW)arxgr&4yyR2W+EY%hMNaF*)Z#QI>NtiPFMK*@(Sm%}NYAC6zYO|h
zt%??Ksm!bXG4bv4&F;C2wFK@Ne)Mt;yw%CQWzXHLN9V3TH!soPdU~px)oqgDa#pS#
za}$E2?)#On{i+B$RWEWOr-)VMhD+as&!^pDQe=I1KjFB=8B?5c@8q#M#m%CI>{s|q
zdu|-K_`%>tPfz2O6@gwQW#X2<y{=1IOnksm<>CKrzFwQ>wj<5HJ->Iw^DJPQxcl`q
zk&m&$$v;cOb4`2rkJY|k@Z4(utLXL8?=@{t7VCa{;9k9MX=zda^I1Hz_8%{v>%zzx
zoe^HKPV@Hz&Uvpz7AVilj*`EBuDEt;_5=OzG2dSwzI{ffwe9!)4>A2GT{5<tRn!NG
zZdrHVF*@*-Q=(nn?&=rcUaEz^y|CI~|M$~#%PPNrbGYT=bI9G}{IiAktpwh0&`#xB
z>Kib(+G9dN{`To+iLc)VUs4mx{Qc7Pg2GD2CB8Z7K`q7GKWm$vYyEmW@^6FeWd6JB
zKlV1%R52`ef0O!p%7l{>`jft_al2%<_<2zL;;Q?{znHG-nRooV>8`emo2T;pZ0(t+
zJz3Fy;>FK@Qcg@cbi=Ga;Y-iu<K=JU6U8}yopUapyY0og>YaXD^x1d6NLUxF{{Hqy
z=4D%0TZ_f7v_^--P7PDDPA&gew@LV_W7)0*?V<&TT-`sJzDQXfw`axYk{e=sgTJ1$
zzwEXt`1m=li6#uY4%<pH{VuyO_oQF90?$dm<PZ-T$I7Ejk~b5kzDd!_6kl5Zc=BA0
zFO>>6SGMJgM9<!^c$-IL+PNP&<>#*I{1sAf>DhF^<xctY38q3bzFmB=kMEbo_9M5q
z?lO?sTAgX8!SCrJVYuMZ<7nYGdp5OsKHt>wLgkz8>mB_oY_;dHDfVm-Hg^?q7D>9f
z-*{Tk6N6nEOW&s^ymz|R*;1>Yb%<;4mEXKm_TTH-zUC_*<9yq!$Q+4`TmMZ(3bkc7
zdIf&X-&jARc)}X4J^cRtj#0^T9BK?EZY^2xpf_`lV3DKg!dYFHWY0yMPdT|TD8|T9
z{Y&ySfv!qF*S7eS+?NjARyLlg1@F1DbM@1-xuSRR%1lmO_cia^qfnvWdF6|R%r`Nd
z+VU<q|J~-L2M+W;D|Gj=Pv#Qj^SH78RibgMqmOMs+b@HNghl16n>lp9JgrEWR?vC8
z>x0hGJ8yoSeX!wGP2@bO8ijB7E*#f3^KCgN6a2p3B%oEG>;1K>3~H(g%fB9PDp+q>
zv(!qbAY$I*rPIoty(c+Z)CpJGZd{dE%AvL@&1B+{8rwjZE$Y`8xXhm%oBgP9+oS1?
znx{;;9u$SQa@<c-RR6DMq;9qGoVmni7w7E$S&oKl7$X?d%qFmchKrXhSll3WeOaEt
z_S2o9rHBDjF3GVZhfFn24Y*?xRi9^nxslD4E9|xNLG^1VGi_KUPf42pj;i;nd8e3Y
zU%w~(yTG)1&QHt!=G>b0Amb*-%&Cw6SU%y-{~j3~fA(&>K;z1bNAFC2oBLPcOm&V~
z{x(N9iJ6Ow_i^nN%dX4++AQ(v?b$gSf~wZZw;cTaSApksRpEE(-;Ob}{THmd8vly@
z;U~_X&h)m!*S|I2IB#fif&Y=zCjS#jl?FGTfBebvIb!wCyYD$yC52iv`(Jbx$_TW)
zIKhqAh11UdrAyAXtIJncZ(lHJ+oA~z<}kXRNp|V~-Yl?WHm?`+)LTCVMDOpDXW5l9
zqv3n)FUJed^O*eGrWJH6+qkhl{P1W_mg-)AE>8P>Cz{_r;Me^0!M~;Df1eWneSMXj
z3+8&C3Qo;fSo6FuYQ8IrNsjy6mbXgfSKLb@b``pd>VMR<epT1LwEgW0ONZIkSzA2b
z-w)h)_|m^Vug5=DTCd8r%yU=OimYCF_)@O*s~K^u*MIC<T=w2q{r&Ag*PP1=LIIv!
z=JS}kjy<@yU3BY#D3y*mkDRwC7I<w8`|{@YhVT<hV=k`?+s}XQ443btJB`r>ymQ_!
z);_t&U8!n8?)%H4%UrK#UEF-jcJmvN*y(nKdfT${Z-44In-LW_=i%d&WqKN1C))Vc
zxF@YuQPBwFU%WzWjkw&>+uFqucAxc*C2sF8KFQB1CpUHTgql<D{G7Iy#H!5SWPOBn
zuj0=Zb$RBh;43BtzdKb<^cSzbZFx0)&5_ty);G^jer5N5QEP9dOzF#&ET7NF-S*M6
zthjy7NjvsK(19+`)hlK=ERRoN`D6NN)ls=mb!wF*E;&(GdNOM6*9w(X_f31SeEmP8
zEH|}V-;yTi%-mYEWns06<bmZOljQZcC@$bSq<P{<)oX`ydVzD8rYJr6lh+Uwu<Ci!
z1dk5OE!E{a%_h}z-JVqBx9!HXro}Efr=y*?)VAoSEVOOP)jTXHc+04B&b&hD+mp6l
zet&XXh}~1(ZA)K#`@Z+awD6BcatF4>JXhbO>pQ(5$GiD|;I^kXdf#_1tk+HmRJ}1b
zX|*47M7-4OL+tk)r4oJ?UYKQV`M7gW@J3d~V;?$0nJ#=>+{Qaa{dO#4Ok9{r<GWN<
z)({TAhqV_??OgAk-sxPOY#PwQy*hh#i{y@=CJ!HxDaXDSYf66nqvSK|bGJd3jRgz0
zw{35Ij?=_95ijkgc;8GoZeVfYnA?o-8#8+kEqdY9;UfGz^uXCIMmKlanhIQ9KO>nV
zD(XshKtl1ujK1$DKP7HhB37_{lHV$IIUyHYmfv-cIA1Q$DEVY}w%%&qgdm6ieHDi+
z_Qbs_J?r;$`4_i4cW&1&`*O@&TWT)Tl|TQcce%wMU3Al+>EEME(*JKRy7;)DD&DlV
zD(d13nb3=?EtiEqeYtIZxXG+LXW!P%I{CSCd793h5EH3D9jV-H=j$$JL_4g@*m6+q
z_Wsn1FBYnQc(>@{YxSSn-ERI%`nUcTy?bKMpVM7#{Xd=ezWcp@X~vd<EN$z(e>J6K
zSucNeUA$6kvG~G@OFmVv{4Zvt?x?H0_~PrI<>I}14=3Kr4>PGcvz%QlZRM&v{OfJC
zJZ80~pPLxspI2Y;R=o0U?81jzCrVW}eYm{lg}M6H{^ZDdyM)v(hd*&S|FZTvJ4~+$
zDzP^GcTm%`g|mIyx2nBNR(6X@)sJ$ha`zmHKa;<NW3i%z%az31G@XYbX8HPt$!1nn
z-;C?$d@I^-x_a+~SMIZ?{Q3DWG}}K*TwvYi-@h!muSW{<?>#QR!!yn9RH@i6%W{>B
z#LHXfK6-U%^Vil-J`<Gwc=qS%oA`devnsH0mFH)M_u)TxxP1?-C`(kb+4p+Mif2+1
z)?5Fvh>9Ex`gJ-+XJ6ZSBQDl&SD%XH$ZwbvbRj+<omtLeTJDLT8p>T0ZU%kjOAh=l
z%08=5XkkHK7r#Z3?cxcUF{^h^Vh>xQx%)Shm#w7Qi#Z$T7<q2*(?~Q7N?XgnHH5YL
z=j)%WTT%`@TOb<SY_dOo$Gi1ObB`_3?p^(3LKv%&(8Yx&x<V=15r?l#U17bxe-}@3
z8Bdd?OxS)-5yh3w8UH$d*#yjC+Hj)$zM~XJ<l(hSijwoL+?##ymty$@whX0$<90vw
zm7OJGO0(KuyebQ8+;>$hGVi`xTB`alCcRUtcUGmddUfP5|KX`f=z7jIdBew2yB&TL
zZhQ`m4A`T7XYRCg0hQ(Re(y7p-m~1U^)%-S$5*T>MKR2+#o9Zyp2}wE{5dlrGpTWv
zh`r3MV2OPSb#;5^Josk5Ki;T4%w?y!%yYpfq8C?O_#Uw};L`&0d7maW738=sxLeus
zBquv`=C$Nir&AhtzmFHLj^(+(Sj|k*dj1p!+pi@F>z-db!y7BSd&!4}L(+Y(zCFKw
z#BA|_qXoSCTq2Z;f~pl5t2*Le@0)c)WX<0S$!o{>bZ@PUc7DUZ!1{V+LF2ocnRm{d
zdB*1PpdjL_zkTOBnb$3Meafe0T0WazBXw8Ov~kzl$!ZsD8sF)>UKaPnf#0$A$Z|!t
zl49Mvks^V)W-rdAyy9jn+3Z*@cJg;f$%&QK{R^$b`MvIJvAJ8xDDPN)&(qiQ>yhN9
zjBQ%i|0f)uTl#;;#>ahU#l;V(&Wh2te%JFS_txKUR!o;v%(N^N6$9)nJu1s0@4Gg(
zTfb{y_0f?Re8($WE>@D_*Zo4=@>fxnrd&n-@wruIp^|%6KK3(BXL({5?6SVO<jB)E
zdnSt7s3<(UE?ECK?0k8(+tj7ZJFiI8y$$1+PCX{-SEx7d=N6xaLo+*sf{u!FU1l_J
z5m{KEcXZN*;M|rw?b;3pPhND4T>eDk_wU80jn6(TVzA`Tdej)H_VdV=&7RYYXLh(*
zPukZ0x>xn-&(@i)&&3`4Z1#7!y!^~9RQ4<M=<LW|#k0pO6(2Y>ugY&+P@pHfL*1zP
zvvQg3<qH~H>^}7AJziF;xs2)Lx>&VIuby@ld{Z!Y@2Fhp$ag4EC3N2^#qW>yt%yCo
zr_Ob=r;+Z{w4dxMGvDnCu(_;tk=1qQt-R^0GM+uL;}P>c>g>0#$46Z%^YQ^()~?ml
z4L&6-zN+7_EdFZb^RMn#_<kPW{YmS^<oY;^`)!^)XJ$FgXAht1z!`k^hSqF#<D)ex
zdM93FUaRF}cghv|-Lxy_q=c-O!i}C?(&}{=7*{k+ToK;;>gmGJ!dJbzzb|*_{|$*P
zng4cwc<IN3e#b$L^8N46PttjrTv+n`dc*+^_Pqt^rm7kykB%{zac=4=`Li^+Y~vbj
zhtd<<WO7BWIB9ejC;mTO%8_-!?AnPBzw+*OmQ4_zzhc{+S7N=3Kdf7R^q2UY-KROU
zD!zW!QepopyY<xE!#9@xt9$e*JisK$hc9NoS?7bJuOFQGtk#rdu#011aJbIXC$Xo+
z($_iN>exAxw;?Wy%jBz`mCec+em(JnlecAd@05PV7XC6_t9o&0rdSf|wi#@S-hWqE
zeZTSht;&&>CRsPDeCZcw%7iBVFss`sS7I${8Y|YQ)VSR<WoKs7FM+Fv-PGl_DQWKz
zwKZ5&f5oKk_O-G)%Xl_5=Yr(bW&4%VCW_DDlFiUB=6ZD2GW+8JiMp(Vrg0y%T|$CC
zu1Ya_S)Gym_SyIKSDs(*Esf}G;eWMzs>dXyg;JbL7b!?f?w7v8a#7>upGPY$y*{e`
z?3xA7n;D(A)y0z5+*}*VkzCK<ZNDy6e%Tj8&0QZ$1-$Lo|7ZST`RMNJotHoKO%FA^
zb?9`=HUFApzpegUm?OC<w))@Ku!D8;-iIH{;M=lD#C3J&FKI=Q$p%ksGE&xMoKD>s
zb@SfJrwyCh7R`FWvPGawsObCCNtwI+KFGLV>khX)v+dQQZ%@umW54v(DfDPo;e;p0
z#8)(hJmo&IX<o2Q+XR6aPt9lbFBWy439twcQQvAaC-~!p>iEd5Ij^=Wn4jD9K<(|S
zb@Ew3k`EoGFL<fU74$fd>9kp0&AJtxn_Ydh9hGmtYH-V9Du2)DVo;p8eC@quGgP15
zt($n3F*H4S7HgkHL-LGCJ}VDsGS#o;``)-_iQ<`>E6)#JNO+=kIaz#WSH%^(Gd@2A
z|F=w2kZ#~I{40OJ?zo}Pm)HpnmnT=6vhC#Ih}xaBcIl21R~Fg1XV<P-ERy=tvG!s8
z|M<9|&-QWufA5dq#r1E!JolQP|Km<g&^Z^m+H>zKp~IP_znJUle%kZB{qpxi)jes)
z&n4k3q8pgA7EQM|zFWL3d(md?XSWJ>#z!(pIM~gL{juWsq-jNEE^mLy+%`>)I^*xq
z<v-O=>GJ8E8!SpwBob`XXLocl_C9yxejemAE2HqQ;;iy**3mhqEP4A@?%|8_5<GY`
z`k+jUR)G4iCllFT+z>sJvsmVZsn&vp;m;@47Bfm6@SJvtVTDR(<J7QskIt>VXD;Kh
zv2;(8_N>helMP(Dn6J7DKV2X#uOpVYRP$BAJ^@=(AHh^3m!f6SrF)9E%-L~;?W%93
z*9r><?N3IF-nV7HPxyV*u6uX)!HjCZrs5fIck1%#7dk{w%zAJ)Zuingvpe~Ez0(pp
zJC)SVzMtNE@L`jNRnUE|hc7nR89(#tUNX}@yo>)<*D)<#w%F*<*Bt5-GXERzvzBD#
zQ}&OYopQsh@TF#8yV8cw%Ql>S^pt1Sr<=BAI-734dv2$_YL<?r#TS;Hb6#uCTEDJ`
z-$?7^gOa@Ke7wHRC(pjfTgkCcmygk~_14~VM(3K@*o9)<dZt*1TiLrf^k_TB6qG$p
z%q`*YTNTb~TAqC{>HVHhJ1h?t#qr-dw0HCAch$Q$XTQnnyL9*5I%Y1Ny!~E{YduWN
z_q>&J+>pGhj`^Ul?dQs!CziaLo7b?2`Jc?ZiXxHSu6`i~(s!3nib%ef&OFgsZOhf{
zqNK&!1H=WsT#Kj_o++}MQ}OE41;37Qyg&BS)#~fnc?*90dfLUaX7~Tf#)~WMwSMdV
zo4}bq;r<?ue@@>j3U#xmZJcq&Juq@+@{Its@W!>;A2*2Tv3ktUFzL#*D&_l{$XIzQ
z;;OsyR^DZPGFKK0im$o;p{MD*%eji0gU?@cO}-cWVW;TPNwa=y*==8xch%X;?)~;%
zKf5NK54p)Iq&N4F?GfhpT0d*z@6OWxeXroAWsmZmkWVwM1ahyfHMDEKy4J8Xw(#fe
z_Ng^;i~RmhpHg$K^Y}!!KN|!}RsH2dKmD{)oYi_sFQ&@K{`^gDLD$^dJ-sqMOOCk<
z_}&WIY2OgSA{hEhd%>~qA*)(ESkwc=)@DggU!-%#dkb%+D%<j#db{@JGM?XacizSe
zJzWVE%O>_73O{2hk)*x<a~tPwc1uHvZpm#%z6!r8n<cjBZq|C+ucaGvDn@s;^>s;h
zhA2LjJiW~s$5-4i<mrq~lYO7DCB1BkMBCC$yU$pCJR@6Nx4!AZuTQ7X9PmDUCd{R;
zUv_$=ym-HNVeJDWV;@oWlG8d_g8NS2Q=T?+&4bvjycH5BZB95=?yR5b`}ft^AKAvG
zuRIc$`E7UlJ=4nc`nt4NR~V{zR{ow~JH4Qza+b7Vc!Oe~db@5v?;;md#f$cv=dZZT
z`rWm-e39Q-nL3|Eex{G*C#*QkTvOr8VEj>iuYHpJ%fJ67)mK;5r+%?l+dDrv<?i7>
z+%Ny;GcCFlXSY@$@MxcyQkR19!Tq_4i~h&mziQ1bXuIY8tJ>C%x?k(63bsqSg1abT
zF;CWKJd{}Y?7Q%(r_XoXTxeNzXJP)qhV@wwcf7k7{^RrhYT2qyDdvBE+Uv?Z<n7eF
zX1A~P@m1G1`!CJ^-y_!d)a0+#Uaf-9A2{mkMEaihhAD-Yr15<6-NF6-qXO5?S#M${
zdRBhZD9nhyDyz1oz@*~NT$ycVdfN(2_A2MbpNLG<on`W9i*Xsl;j-S-KP-I8yiNyg
ztB>M#Pim~=_^!ctUtV+Bp*itUfsK2P?s_C5mcu-ELS_H1)?`n{&vh&pInEUt>9g4D
zZ!J)%&$-bV^ta&m#?(t8`B@JmOg)1YwleQ{cf7xd!9TNN0hgxB+yG|#)*Fu7gM-%o
ztlp(on8K?6>&`k)rS|^<zn{dvnx$f~HvYKX$%ks^FNJ--p}sIX$X{!nLaM#T!#4$&
zO<O-lm;27zCC7Zboa>HOtgFY2S7z~f3YMR*n5{jh%XF3Nf`QVz?ct^qM7~VS)vBuw
zW<KdCc`o9Aj_sHGSqhq)CN25nHh2Aszs&rhriC60b7lU2oc(>moLvuVUwvI(e*c!!
z!}^H8NoP4!qvE^P$UkSyVSB;+e9gzyj0*WPdhI)!E-D*cT4%gV=b}`9|5i@6<crs9
zyaEG7^JGPjt`QP)nQJ-orw3>6+4s}A?@r9RV^ijl8>7D>;uzPdglp$jH|Z+gIhQ$K
zseMM}<_A&zoE<yD6#2H<od4O%{N~Q2PHxX#7dYA{PUuTw<C>(+A!_8OB5z{1x;Eji
z-MTg3(q1obce-nTch23kIg7u2_niIF-~9RG*&7pL6kFz}x$gh%cc(vF?OwX*X;tOr
zKj$RvWHGfrT2y#&tNqcUx!zjW{&O5HYJKnJpxL@Hx9)ztPWh|nrAzB({yHPb>!-mm
zExk=xIl5KTwc*BdrVY~`ceS3G+0!a@$wTq9)4WBGxa@VOw^}uvUdwG6-F5n!o~7I|
zk9kKs4_6&uwX)=>eT3`>rPWQMetP0(K0fk}y7I<HYnsKx?PW|mc`FZ0Tx=9{GxCnY
zX4i)4{gY3|&-E0ou)p}{%vB@JkG<QoHt8t0Pdh0SyX#D_!{W5-Mx8a=*)B~xXw+$W
zZ|0Qwyti{J<zA%EIy7HOfv<5!7_XoUquEq;jW^w!&8*fn-jO?U)HizOjH@4iWqhwR
z(fqj6T_xw;rQ;f9XQv!9E&9u|@1KZy{PJd|`28;DU!6FYE9)z9^IP*$(Qu!~R@q0I
zu4gIf+Dl!JY<?}2!xtlLon5k;Yko$4=u-iu=}UHAh)mWnk(ztK#Hju7yVq+RUj-NR
zy(_)8z{)tfrPgcbwAYWXg$CNSy;&=kt84#T<yc*)%<b2j-^C?=pP6_6=&S=bo>yJ%
z$Tj#j^I3l=``P5#hZQX6Hydck``v6W-g)7i=#<)SrnioI(wg6vxSyCK-8t3KMRT1}
z*!>sAZ2q%fTNeA+R<PzRdn5niM7UyCZQB1%<tkZ`6t}-e)_jsT_9@!mb0qrW>&vl6
zkKL}FcDSteXhH(#Gx5%^y3?E&F6})uW!@?4UYD5Y)}Kn1-mKLk_9uG2%{~$BqEc{s
z`e}!&D`MAl%*bQh-*wUC3`a@9{I`q1Ly*5Gh`c^6c0yO;)mz<Pdy@2SiY7|O9`@?e
zx36-NIk@)2KZ{+`XO>_5@!^E*YPK@5#VUVhuKjRn+w7xX&#XM5-*bdj;c@0Wri+m>
z(~d04c2&%KxsNw>&+;7(=cjYcxRCb8fU8r*CVX<oWTCu}W52>v-+cL{Z|`)i>j{Hn
z!(TBL_6XVOoO~*$Q+-@5Ee}e2?c~%mGw9wc!*|zLJ%f4YvO4MLwTqh0f4Zc&OlW!1
z>YfeChN8mEr<a;@^6i~qE;2i7oq|Px^y1v6X0AOqb7nlAVcuvOD)e7z+O4yRQ}0~&
zY6>oo-}j%@YRwDBj>?4KJ8h{Esj}Od6Q^>;zH*FspPe|BOYrcngL5n;ofmGYmJO3U
z+qyB&R{XG5us{1V5xw@q=}jlp0++op?va~!WXZAj(O0!49dB~1mY7;%z9wmp-ExiR
zKdfdaigHbp;aq)zRq)V;Qv&<9w0L-zP5afGIMrs(H7yo<>sROder;ZSZ`b0W^Sj;O
ztf-6$f5I%5{x@TWgV<ps|1ahTx`ef}&a*ze)2tNwX3tmOllKcMy=*S9C$^Qx*9*SC
zds^Q|^s>gYhvHRsiGjcWDsA?$*uNvi@RCc^+z_^DZ<exbl6^Dz?ccAHAKZFUbFuyA
zZ|R%cZf!gN^^0B9yS%={4-X3JHb=L_PrP5_^Kb6G`5UGGoxRb`dD8t@+z%Dm>YV|4
znpY>=D}H18btV0H+_ccyGxJuRR=q1wEogc+<&COa<eV!%<`j7@dNT31kKkUuTU~oS
z);^igBC)$azv|aV%bZ^_KEEqhoj-Vp`TmvX3G$zB|BzYtN&io=UAy6I@%?26l_pb#
zQ@NLxo7nL$i54%v60;*QnOSuHj<0O`58rsXh89RV9(_M0=iDrwQsddizryu4S}N~2
z{VYcBo`qR@s$%TvXFbQa`tZ7Xm}+RhQJl3#!`DUX__H_H^EVxSX0kec`q{`Lmwhc~
zU#i($w%qwVZrR@*jA3fxyY4DhnDw2zdH!FY&vTiW!*eWis{77Kax-ree>taRUi><5
zv)w+=dmQ~rR?WDx@!}orifcx1@64_CI5jPt^OIP=rR||gm3bk1Qs;;!ZddUAKB+%*
zzsJOzF5+Dxobr=bo;5U+eRq56T4wXV!Iv(i2&~+Ab-%LXOX;guMOKJx+x%tj<>!;E
zof9YRYgk$=vh?5`N$D@GJlA5mtP83`d*?ip{L-p*|N9GW>ALqvL>AabFAckP{gBib
zZ8N7pfA+}?MP3=<OwYc!u8YYN7cqS+eP6kGpTNFuB|F*4QGE|T{tNiKH;6my?zT0z
zb~5c~m0P3qb<d=nh*z?&5(^(sU@b`8=j-@AMSjlv$a#maDlnV2)fc`Nn46;?a^UO&
z*LPtDdi}2?RT`A^F5i*wJoWn5eJ=_{U6VGZ#g~5U`S?;Qo^gBKi|(U&>(@4T`#+Z7
z?O&qc_~M>?t1G|dPcyUa;Rjmtj;FED{-&E0yQsNeL%i*qfZy5~O$Tbzq{5lZmlYVj
zysy7!MU8q9$A;XB5Ha7!>wo%6)EZPze<b_;=1N_2(Ts)fCptQv*fJ;U(kG5>`~Gcl
zRhAE`uiD;PHUDSKiA4)zo6<SYaSC`9?w<a~^_|g{Xx%?7-+b?=->5!xa}#d}Pond>
zx@xyQuA%(59Y6G43_bYP^?|Iq*wP8}t<KNp*!B9E!4(BhufC3(9!fm@OT`vtzHN%t
zSf2SR_J&DIl=h|_u6ypUwEW<ud2fm6RISBsYn(c_sN8Y8*|q4C?z=s&J()gx?bG0R
zX|PDkWdC+4+xN-B`*yGDJGn71_Ud9+w|3bqM%K{Q6rD#USJR??aNY{wE7sqkzC$qg
z#Jm@WcUf9rV0*)*5mV6RCb92~riXcYUilr~yz_~V_FUO<KK!N!=Twav{<o`(H@aMY
zd2T`P+tr6$1()s!juz<6voaUt$acEqEibFE_5<5i&+BCZ8)Fx?W_v1LQv1H^gvpHA
ziY19tHf~gyVlDplyy6Vk>5C7qlsn-gyYb5G`}_C=S<C0BC!c$ioLVNo@Mw18oHM^A
z7Nylq&hK2<U)*_h3x8@&#$+=wTd9_UyDPkGyPS{j5Qqviygk2f_9Crg>RGcAEAr-w
z2}lV}3>0{FbI+NTcF8&S?!IdCh*`)Z&b{-TQ|*fvOWgAJIEE^3`Q3DB+n<1`qN@(e
zWqaz(XZ+GDta)6}k-f<(Cpb1QW?IFU)tW4&i+{Oov^o~Yafs78@J+PO{sodQs=|9k
zUG5)IcZ>I5d$~Acv6bX*1z!H!D;9|tiWl|m-ut1UPhyMGwhLW*?|f{VqkhMP@ix2W
z=QXKiQI9RN%M!LG?q1Qp%UXS%|Ca3w+o#{No?!Om$xp-6JWXaxIigM_v_7lkE)t(}
zL)El-M%2EOZ<;wz2cOrOtfu#@Ej25uWBIYQ<@Q3S72>*UY<Edn$Z04DT5c<~ZR9mr
zpX@IE`-$X^R{k{?ZU{eNsdqi;qAhTI#e|hE$CsS^VUaoM6@#n#b-kAO^6-)^PA_u0
zg|+e)KXL2%b>q|XC57*%J@ARqEZ?T;^Z0O)Qk}XE<M&I|>|Ftigw-GK@(Gv|GQns<
z;2f6|u^*Z&BKMutNuI3X_iE8@6~AqoVnG2hi^@1Ug;-mSy_Wvip%S?2he2o1Pq`;O
zyL1AVeT~W5C9dM-8f+u3dP*eiU}9%b*0EHpyWtx(Co*pmU6-}a;R(xjgK9;dczOA3
zG1u=+T)VrfKW*M<@>rhzc)8DHR)$ltXDu$?Tfg4M)v@Jf(6iajQJ;-=UOYAb#ytOm
zbsIiuHoK&(Sn&FKK;jSO6mN!$UXz3a{QjI_I(lpZ%fhc68Ryy6zO7E2QG9nZ%gGkc
z{=#IHWggn!mW1ulnmgrof${1(N!J%M)^fyb+x1j(#vP`-i`%y}o1R#mAKI<<(Nk&i
z6A}A&ZTIJV3Yn#wwDW|z=+ap`KddYMabqo`(X8UuE(>$x+e*gf7S-+kORnE!p2f_>
z_5M)aQ4OannP+T`KkWDZa>j$B%&OqwnKxG#=B+yydR9<Fwk9k~)MEecjE9Ll3!Elz
z;B#H1>2kMio}J*7rDq%!Hg!ySB#^W&b6<<es-hhC;EBO51<g;aUe1}^bNT-TwwqV^
z+Rs0f2zw!PJmAXNUG2#~CfHm%EOWS4T2-~;etH3q=EOyRA4;_G|1(vcRA<q~|5T#y
zZf5SWUt47kpU|k$IWFLI%wFd3m-B@@oVEuH=PY9Rf4-RK@!8q_k0kn>-==;zAtbM~
zY0KQwO)DKkyT1o(HBRWdUUq%^P4Tl?EK6>^iN72Wzc?i#E@$)p+u0|iAC<i*&)sa#
z@$~&IBN4y<|1vl4pI5Ty?7p+x0(*2X2<ABPeB5ob?yTL5d-JcS)ypi4&#%3<>{GBR
z=R0qglk>Ga{Z~$!^5UnU_aWEo|9V3w&5IEIxj#--Gc4Ld>;I=M+iuR^^~G@7<G-vg
z#5cHlI=jpX%YXXziPpC@LGl*`YxV`lCb@Q~E?d9l!h+1kdwKjTINt}lvNOb-t7rGT
zEwi)t?1@}&`>^E)pM)3QSmj{3DUGdJQ(ex|g_YT6K}y=zq-on553keuzTD!&nMb@@
zryTzA^<GW<KVN_Ci_f3gS$}h^6TO)Gw<c$6&xP};5!v(aZHwB`cI{@PY`tvC37=GH
zt)$x`@?xu(E_>kh=fbPxr(MQJatz`bKTYuoRheyY`bT}*B8KCEQS0m<&J#F3Vfr3+
zYXOOkr#PzkdvDZEx>d;g>qe}FNxR|R;H~?orM`Jp6Ux_d(N`<@h=%g#UrU5n$u!K8
zG8SS#+I)3t%3}jZ`>r|L6a!u}Z2c$3ox-&9-olDaWxSI`ukD-gnMGmee6HUs)k5a7
z$+<FKO`o|(FFa82%?*a!gx5ive_vT@)|e`M{Iu=1HFuwR^SNndt(MT!)V0sMB6953
z+i$(+FYOPEzO<N2fA04#!?y}AezqTe_F>he7pIrRePi9`6P!Pxpz&$NwAG0dmN;1+
z+&R_REpTP$)K|KjGPmk9EL*nW9$N*6`ATN9z<o;RTo@L2GltBuQdsuy+VT@A$DN%2
z+x4jIx@s(YzW$JIx3^kqS?r>poih(lvA!aFQS!vIZ(BA^=UU|w+A6r9Wy&Ot3!j&o
z{Wz}QF{?UU>4k~@hwJ+8|0)xU8crq5G_JK^@PDYyn64f6Dkmm%%c|)|Y;tBKTUfrn
zvMOo8yBC4}C;f7c^zPrhtGUv(#q~H>l)r6uWkA2zOQZeqd!_&P+0EH%605)F$9%gv
zoGowt<<H#?KN@m+_q}+NqIQkR2bZxqRmpGNbjWsh*Z1VBMLlH+=Wb6p{l51F>xsg+
zSGB#~d)OP}4y&pZt_ysT^d)6q)b>vy%j367oXJ=(a7R4g(J}uyPpv)Yo4j!OD(pI0
z!qmaf&~iV|lJL3lM`qdXE--00ZT;|(;o)W1EKP*jDsQ#&-)X#%UX`o*#{0RSt*pj^
zjVp>>zg6lQ&kbsjTCwxeyX%Y9c3yROdNxe#%e`emCX?PN&T>tvpA?wU`5;G7?t$Nn
zWh<s$<t+C2clK`-!~e7STMO9oCe`05o1WbBduzh0-_A}>q0)={`ttePU6-VOy_DN2
zadm}TCvR432v=rX?TRO$T~IQztSVAHyap+1s}37Wy6>op;nF#3SzVw~86!AlFHhex
zlN_at?A~Ps$Iq<Fsf<$FXe>E1RLn<h^{*#_CKuICacM5Ayq+$$Q}WcCHS-@IX|r2l
zwy}+&TO)o?8Dn&$eX6zJqvnL&^U6hwc=<w4v#eM)LC{hwC2NC&smMv+cl$P7*yT8N
z*$WPp;tQ?O+k~U_F1_>NoyeA~e5OP}e5b?R(x~(czs@|+lQ~kmG=8E+^<<O&Z+v%b
z$~lA%nx%d*?sME)xNFymOp&7^dzKa_?6;iyD!PixFt`8he}$x5%`5&!>O8d&-fwI8
zR%q{kCBxjF55gUpQR}{Zbnx_<oOrWc_%h4&|F2He*FK!xk-7ZG&wZ+fxg4hpoFCL%
zC*8{0`O;?k?T$><QvWl3R`uLBe;6dqT6n*8#xc+J?H!pJnMzr+4%!*^&X_A-{9oj4
zOiJU{`zvbW(>~-SNi7$tFa2$&yzuFf8OqBx?&g#<vz+&3MaY)ppO*EX-2byt>q)cg
z-8ga1)DsJ(GW-jKs+X>+zEpJ4Wb4D9Gjtb9+|gcCs{5<_`bnudhuOX_Fu29KqiWS5
zxA?*-n|_)ZC?71{TcNgo-MjKVJ3M2bN^M)LV`~=Fv*YZZq-|G1FJ|rhb;+m2C2MZ<
zrR!bI!4Hd<T14CrcRLq#q9=-<#mTkjxV=lXtY_1rfOm@n-#p#EqV!)u>*dO1@G&c*
zuDXA|X`NEYNpZTfwxH~A)Y3Yy_0FHCi5l83J#@ptD$3xNZv>ypvJXpirZqm@UUneL
zrKIEe{-lsuR}AK?Xj2lY^(}k8c>V(aut_hqz1aerj$WV2V|3dq<<TrL{nP(qm`(TP
zx;>etabh~ptjG6yFSJf_6wVeoqAsj`ys}C!l;_o=D<9gf9C*EO@5ZDHzkCZn@D!`o
zbKE<y!sNp7m#dNj)-8`;BjLh%|7~NJW6XK}nNQ6_c~;$(m=|W4G1Ggx7TeXUvu{q6
z2wBphRI)NDz-43dnuY^m=Z~G8{kU;Q=(UCWLkw4_J-(sTm2xZL^PK=g4YA9a!n}V!
zYqQ0=NnM}2g)cF3f7n&u<nI&Q!g*E+-jukzcWY9>OZCMc|E$o6U$p2+%AZ5*TjLw-
z^NjW#e&*iXC!hb^dJpgaBZsT&HpX!8IG_^aCp=yI|Bj3^E*rI#RD#Z%ol(#TotS%K
znsP&H;B^t@h#j_{dUu}Tsd*E8esQa5mfGU*s7rAvAEcgavvw$!(QH|?tGr^7Uv}L!
z|Nm>h$Me76FRC8%`N6;F;2Fv1-|rU<eV2c^Ub~6^?f$Fl^K+d(MSr~?byw~G&VSJ<
zCfn|>|9|cM^#Ahb=e?VN<$zdI1p|frq%1BQ8!mmf%$$<cA_aZ7oWzn;m(=9^lvFN#
zpVYkck_-hS6C(>#v;$&q_dWKQY*I1b|KMxZMGip+o987oFg{C4*ZamObwl<~fbNF>
zXZQTmGWIMlHdj{lI<@N6`pu1OA=7Nwln<SMw)Ah|tJ|;ZeJ%g~_)+-xX~h5JSCZ1l
z`s2^W=QF;`w%hW%aNFhAdy<m5ms{UC|9au#*o-{M=(@f0@BMvYw?02T{@x$2vgN-Q
zoadIZ>V4f<#$P}4v&6#l<&og?&6Z6(eo+2`o1lAI;~U0x&;NbD{r~T``h9=v^Y8X=
zi~TpF{>J=cAHO^{nREX01)sNnDz~ou`TBYE?%GfP|J5IfzkmM4v6?p9Shp_O+S&w{
z>D#y2D__~hStY-saBdA>{Jo2nei<|Cwv_UJW-q#tpB3(s;gQd?c)xwa<C4GEzgFG7
z;&b=I#&f&=S#>-v`E{}M`R7W9KSCdWCGYw-XBYpTzlJgU?^oVCcKiIvi{H8T-4p-l
zT%0!R@2%zXhrcTR{&vyw@%<^+iX+}WH%v_2dU)a8elKyM>=&QEXx7@_pMPYU=rY;G
z6+3fZe7>`BDf9OQAI^m4tdh-LWsy{nEpta}TX=lw;wW*pZvOVw6?s3`GA=#em7fsM
z|6D36yDIa}!OzEJ)I9$ievZEL>bLw>RgM<P1;KJTQ(8`6mK3=s&L4Bk%c)u7`Mh#-
zk=1NlEyC2)rfuBCvf=b6>E&Iy4>z1**y^9_F@1T>og2q@6&p`3Fx`LQ>m6yM&EB8H
zwkO2RHgk8Fqi^oI^7J9O3B^MDEMC}Dzv=t7@@>T&)xTPyJbO+(Hnd|_SU1Cf<HV<|
zW&0&R6(&W0PPFd0FDSRwSD)KHD$doc#K5BMikWh)sQR`qqCfoq$uh3Vl>K<>5U2L^
z=xpO^zr&JCCQb-U>QB|In1AlW{Quvsnf<T(`@eo~Dcir}&$+VyJ=ePa`uX#pS03+L
zT`|w^{jVc6zYP7tBWs=heEJsOzU1$suszul-4E*hZY`d(k+;R<u!?Pk@TS!tw>?o~
zd}C8KBXdg64_(PSI|b`}6PLu?Yq{V&cj@Wf%3by@xz}I$PMf<~rYAeYG&*PP&z@(j
zGC7vF*<@T-tY`Vz_d?@+i-uI~-nj|EYjT|gUmfFkc!N3O^06%W!`ocvs7*}^Zauo&
zhSkX~kR__}Vfc&(715V=<T+H_H{(4}x^}rH_xq@aw^Kem`F3vQd5`15Oz%9tP5vPD
zz?S<?$rj6;rt~wHe?7iq=pV6PrbBi9;mv!s{k~a7UokU}(LQAP<~3i7>)GkWp%U+-
zk4$9MfAK3t^tAec;5xG%OZ0mR%55^m)P0{l`gnAA%!|JzGWWjDTNb|~RCt4+zq*9p
z&hFZIe$~f)d1BP73No65>;Kx!-FCd;>NLaq`OH4-B6s?JYu%H5IPYDj@QIC*{^b>C
zW|z;H>^$wj{N?HWZjFB@*EBdfeRhkEc&)X;v484)DgK=2xf*xO7iY{VS9V;>KfRt$
z;3}i-<vHK?I{n~lu8hABrCKR#r{<#&&ix_zQu|?jlZK<Jd}}JDl&)+#w0N&VviF4j
zU*^WGuZ;W8dT&*^Zs`x1m3EaI1>Ey*e6{+z>gu_-W^#Mt3huY>jeCA?ec`{teRhv)
zs(kqM-bh@{n_{Tj^*~Bs+MZg$ikcARpBrj)EB))tp58ob&sVkR^;Mh7`So|No_q27
zSFhX_<1_z^Z2#KiDNSXy+p{rN>py32)_<*M!uuMoXE8lJt{^m#t<^UrYU=#%YDtr_
zsQjGuDL43xnr<;9+<WML>(udt)Gw?3%)_fU?aEqzdiqA&D+0GCYMqg~EXT8EUG%xv
zAD5l^y@2<%j@i+Kg4@YAz1Y9A?7Sj-;&;@||CN&#GQ}L6Ti;N&_ui++wd)_g{jQ#L
z^Ae+Ty4NM0S0BFBEc-K?&wjb|qN4|=b-rb4_@NM5<@BTH^RJ)nU$51A_h;3!reB}%
z$Fgm~TdwxrT(@5{{cN_pk6}IWVc*R8vtM4R@9{LZ+4Y{o_h{=*%l%<X9rk6f{C79}
z@5Wt*yR%qC?N&Odn%t1Ra82&VzSX4+7i`oy#IqV%t-ice<Jjp_C=&K|mp9)#zu5QI
z4GN#xWo}Hg->`dsQ`?(UlK#J$yfgmhSWNu*ThE_CdV~ELwimyyK6vzPiaTS;UM|PG
z4Ep@-b+zt_U7NdW_XsR})Wi{bO|3>j^~%hZFDA>{E_wS)uU#y+{_n2$UH3{t#g>^i
z{heW?wy0slZl9kYbNgzdRvq4z{Od}@vNsG`|BI$N9^1mk@w|NXlhe02*G1m@{DyDC
z=?Ip?+Y2f}FXx|oe5}INbzQ-k=jy-0iXU{Cu2|8fr*PW-en^5z2*;*Pze^G>pIMNQ
z#`oa8<h9uou6B8Kmf7k~KYZfRiTvn@y?SrF#guD8rhLtNR<piKJ&d(x{n^IfKg?t<
z{`h&!QfGf^-~oqwQ6g{W@Uigr|1rx9)LBs=u`ea?1A~05u)2TC&UKyTtvl)s4tA!q
zX8bZU*WVD@C$K91UJldzr$v^{QfDj<F#k?jrN|=5-gB=ZWLfj`;J3~XblI-VonCr3
z^L$x+^m|3?$9I-9=RW%Jlp$zdl*|mx*>?=itvmJ8e3pikN!6Df-fbdmA_-!1?yO2X
zQ@Z7}G}~mx67$WRQ@*yIc~#Q-ljZYKXXSziG3JUqLL6W0G+I-ZsW6$eB)Ym+*BvOk
zduz9$qvAC-_Fr;W!<+u>>$`OzB*5SQWRKp9sDj7$1ODfHJ1(cD^UU7or*BJlgi0wJ
zudLdcjepN4eY?D}+E0DL${8st8@6O8>FG#X$#(zRKk@#idG=-N-j&Ec__p#-htlPh
zembhzn}TM~P`bYPPV92&=jyE$a~FndhW(A^m|Xcaaf9gJx`SNP790=Nir8KE&*~t%
zpqR{~V5^$A>rRpfB^LzNFFhEx=sr*VT7J_5(uZZ(%pdYxU*aeib2{d|dDRk0rK!qK
z+ZKLfP&j|PdG`T>h*{r1Pd2&Tr}TPX!M+%SMSmPlXj-JNR!Z6T>sXH;>+w~w1?Reg
z1%9x4Ge=D`Vr8DYI^1(d-JwO?3v)ibZ`JtKuxk79hq1fnznG+9sCXj&XmglH)i+bO
z=;O~{ig<3?D9reN%Df4i6}X?z^=c0LeT+M;PUrQD=h1>(E)rs1aU7=tJwh@vBdWqW
zopt`*V47{e{#xw}N%{T1+I{o489QCMdAW*pSL09au*94e=W;)-#OdKjZRSi3O<9)u
zaD`jr6sh?)B(n?-C%->%)}(cgUO}aE>ZNuWhf_=v6)tTO{A-F`a&6eIC;6T9ZQ_dm
zdYoDL^4e<a>7Q0kzWu}Il6T2XTV-9@IURp=8f2q1lv^t2>sl<z^-anAlCbC3t!bL6
z*4zAh(k-plvGY~3AI;@jd)%^H(_Biy?pk{G<HvXG?0Z{kw7;Z_X>iFmCH4K9a+JrZ
zcIiU*`%;otM#9@nS7c3m>*hTD`XZqlzAIc@qVME71PLFS&SjK(ZvJA9W`k91OnjN8
zI_I3kW}Vo}yFcU4;pc5@Bem7~CR&@Vt>Mmke9dnAOQ$;7j&IGg(?7V>^uKs&#M;7E
zxGwhA;?#_c8*b%J&MMVie;NO7W-?h+H|3)Ag@*5<j2Er)ofm8k@rn&|jM;GWoRiU`
zLz`3dCNX60yjirwi!G3KA@{UDPc8N{w219`n{CCj$B9`{H)pBjmi9Z2QX1NUt@@RA
zkHeo%PhqzWSChS}qWJu+mcsng?iOJayYrS;YZZBGf4+2@<@Vaw5yEG9^!LwwEyt!^
z`6*@E(~Ez*I8y!JY&&^yDvLqNhMR>+e)Cpb^qgAkZ~4_k=Vqsv5#O}@CuR&xT%1c9
zuGs`}%)K;QZtjZo4?2AQm15=R9>^OeOMbU3FWR})Hm!VPb$XL&fSQ3r_|Zo`@#{)r
zZwN^26F<GY-&lTEv+Ca!&CAU@?>R-J%r$yGBWIu2WJ#VKC)1{9tG)A`-NO0&Q1~tr
z7q6NvcCK4L*0D@D7`tR^xSi3#_HBpf{s^C;_4?7C%vBTYISz~MwfKHJq_TJACe_dL
zwuRoQ-I>4o%BlHUGlcJNJGFi7BK|*zb41q})n5uT6l;s#c505>!}ocsXME->?f%2M
z|3H}Jt&6M9trz;V_gu}q`RPqBZ)jiXoxOk74F6rx8&W#s8Ut0A*T*usa{u&5-4`@t
z_RgjsLJn5DjVgV6P0Yj0H!g@+lJ=Y1D3<q3k8#0XfoF|3E1Zgo>?Z5qcep2OBU>?-
zG5dB0<D}Cs3@`t<(6cA&(C3#{{Kxxq{yi@-J6v>&S;*nWGGVVD=T2_h#qaf;Z_j4l
zH#2T7?af>{skyjp`<uUJ_UVFOoE}c>zOk)4!ckTCfXw?tZ)0sF=A51>`&-Q=o4Gb8
z%r}j5&KjN%FKhdXY`W48O0Aa3k`LRyIBOfz$Eku}t)K1MwkfoHhHzlnUN3&WlKZnA
ze#*Vjm(4KF*w6mUoBdZw=z(>gGJd5pon$#2&b36R_Mb`Pk+R>LnL0(zRI^?RuUPi#
zs?3fo%gcY>&iwVwr?z_8KHK2?^HzSlZ7h1Aen<MMD$OS=tF`2Xr!p)({mac~{~@)2
zxZ{Cy?nb0`r~lw{dUWW@;j{7Ii$!MJaGm#As`FI-WFXIk_sYjDyH@^sCx0aH&d0P_
ztFxLXE%x$o4djiIvg`J<y?dtQk$wAOi)Q}<5&ulTnqravPJNH;_FmL~pdoh1<ITqN
zx0fHzxU}7V{lEU@OZBC#Y{es{FQ_dGxa>NGpEbL0W!D-`Nxg~{ukUe9_L;(br6EYq
z_dt!2c*+J#?#tb0Ha?JQR`OhATq1oSZ|=LC750k_EpnV6E<O6<o#Vl%Bby3Wt1RCs
zt>b%i`qn+E?yeI2=ihuRwtn%N-TSVS*^fm_wtH)AEHynIwo3YK)Z0_L?xq^=n&~L}
z;Y@&0*6}sZJl1-y^qAH!5&5a8?YYmR`Y`E-Z_*wWwNBKsn2^G9$NTZF#&ast)2H{p
znRQci)sIQj+mF|J)V}_Itm8$I=nPSZdufr!moMpbJ3dV^bNLp&18QeZOW6hs->jZc
zlqJKp?@>dDLA}MfGp?Unow@T~#YODQ>hAU_et5`p>gr{zZ^G8iyR_#=i8@cDy3Vem
zsgo>bPf+cONz(4vbpPn1S1WQX*Be`%`2ITVBBNPH?yd#rx8?u5?siwpJ|lJZri@*s
z?W~2fAH?`sE>Fp5oHwuhs`{%i_8_wh*DE*Ym7XbZw944@`PAal)rU>~zqtQd^_KmD
zywIt$^RBF2l@(elH1qDowbjkxkstDs7QUQ*b*+@ht1#p07pw;&wr4Hat<{_QJmYRw
z<B<i6TUWC>T<39l`f7%pg$8%M$J18^+uii;p7&o>w`C*ed&ONBFSJ;vn?_uD;JvD3
zL(TJ27Khvu(JxLe-Je>q^@9vsQ~~pgO3`g|Y8>5e$h>IINVtEjJvZcem-h>uL}sHD
z-^e2uq;5vC&Yi8q(_<Q>9o5XV{~cH8%C7>f&XQ}IG7fgB9@^{e())Yoi)TFLi5Fvg
z+sjm*Y)p1rpkVyds+l(_yW~uA_xrjy@$W_jiR;@mQ<aw+N|!D5mY$TIT`)`bw%ECO
z(%*d7emZ(ZYn^y)@aiM-XQv0Qp1?GF`;zrb!z9lw@6Z17e7U5|Rmtt%DYFl#q_v+d
zX|?>jlF`rqvC$rdw61$amG7*rS^s4+=kDJgxq4&S-j%shlYgJ>)iP9GoTZTF{pb^$
z)H2UIsaoOR&u)D=gU#Z}>gUs*r?fh{+OlmrtJR)x@!YrSq~EI5QC$9w-e<(8<nT8?
zDB62^Hb?%c13|afU09pS&A;W&)92FFKW5~$%Lcyq$TU6pTWbi{J<|i*IehjnJO6YG
z_eszA%$A+<ELzs>Rhzb4-5jxd`L?!0)>(=64Ij=g+pzJ&Exqp=D;}+$QS3OEbF1^L
ztBwNeh1Vb3lyP2V(GB|#hm`;B*Pq$cY596#-9j!aJ=JzreqN6$r@rMLG+^O~SDb7v
z<EwIW@orw$e;4k5)ShqGwflUjaQAZMof-bk8kZ&&opG<-;kV*F^Q-$J!Mj{|ANc4$
zifAq2E#L~7I3w2ep7&MZ7&D<0PQs>_4Fq$|7i)G;?3$x8`H|w19dEZj&PfvLl&`Rk
zt%>Fo4tkvKqB&hX<MflYJbo{2mrwl=VLBsnWoTXNNnWO%2CnYM7wi=lEvcMR^QiVY
zd-|CsyW^9ZlpI8aUp^6>FS~~A)?OaR^2o5LDY4uhVTwume9XSS8`rNhES}GBIyTK<
z<&=X$*4O4-Zra<iM(pN}(pQxltX;EayZ%^GmK>*Ot#dqa$wTg}i<&>>5<H@-8SRAw
zxzGQcWU>6XM#MaY$(v3{rO8RY{nO30a^i*VBKC##8RxGpY~5in>x(|8!V{tS-A`8R
z*>hJ~=f@%jro7|-A22kDGPg4vGP?bZnL|wMfNWu9Q#h-DLR7)If0_#~En#r7e}1sa
ztihmcdH>W~wR%&RHavg%O~+{M;n{&X4UenNmPWK@u`~;WEPk8AFBu_!bms#fjYYwo
zFPIKrS?ze7c~-tfWa8Do2D3jGEjZOH6|yHsD{t$c;NOSOXMCz$(zI)Ri^0lMVtO-7
z{Ny)v*t~tS?(934Ig)oze7|PN*7vqV%1$fd*SGnpw|DRUy)5@Ur%=Y>k9T$*-X@>D
zD|qFcOo`ru(c5f2x1ZlFeEMDf_P2k<1%IdAu3NI*I_38F-ST~6G27m1R(?9a<*olo
zy&s|5_D;y0yW{;nr#};N{iA-K@0j<=?4Q<cxnm!u<=Us0`W#*KSg3c~Uap||8K)lU
z)Lz*3-hRK+_j6h$Q;*#JStA!WJ-OQdM7lD^k!gP|dpCbklgx<S?4UR^L)5{2Rhg^b
zgCc_qGVBu$tu)}^iA;K4#4RcoC6M#6^|Kh0qL9ifwwF%XyszX!_|<e8<1g4BW-M9u
zbE>3fK@bc3gq6qd^DX!me}mEFIrINxd<!oBaI%fnc*-QzdS-G}Ra|H4<|kj~Oug#u
z<M=bkw)Rwn$YK2}mt&o4J^a<x`WM}Ps#&2t$1TF{Z)(*pbM5fOAFRKW+;<U}?6&*b
z<?}a{bVL0=oNCDm@<0FgeE*A=i%xy@w5>hI{x8mU?|G?`=F0LF%O|&&d;7~rEd2lb
z#mnn+?<W<US4-RI_fNDl(&(SrI_Z5u+s<s9!}_f4^({M=62WkZ?2B4~$3!;GvAVos
z+tumjW>Obbr-!aEnCLoDDBE3KizC~~a&G3P392c}`#iszC^k8BF5sR0v(PjxKVEa{
z%1h#{e@w(B*vif=T@~TgY4gb8m}I3}f65%)_fc_E3d=I4hOeloy(U#(F?I9Py_-*^
z+g<$Sc3A8G)@k1jjz!CCJEm^7M=Q*c=jDNF!{`~xhTD2qJ^t(xyR=;3j-1-6k2ChX
z{B+@R#q29hg)C=|ReuN!o-sFj;rx@|XS`|IDCqj0UF1^PKZT!j^>+x~dfIbx;j-vO
zS7i5OC0#UR^Jg+YlA&Z{Tl_&Q)mxu!&DWb3-zV<fe{e=#^`bPRh6MljJcpJpOKDuZ
zkg@otQj>I_>Q3XJHQo^wFU|&jwH7#Ly~UU>?Ook#d+i@lf76XiE1dr)`h0vd=cXXb
zNx|EGT5C+4k9KZ)rd4ZvqVnC1c9#1KCT&|NwC;V_oEa8!8!m3|(W_;C#<=F)<xeSZ
zz2=?$-d$)?d&=sCM(@gre`|$zep5@DzI)!uO;10u-TtH58G7$op@zFw+KxSE?G(5+
zZ=auebWieflRd^uMGe}IesxUyzCUcg<2?zrb4O(oKkYIzG4j1|Kw6{yi=Ew<6UPH>
zVpbo{$e&^5b0^7v)#0Ms|G7#l{>U7CxBJP1-A@?&{_9!((6js@JzeI{zAY{L{ZAgO
zIA(R_`|G-NtL@rf{FiwBJXg|Ze<&z&cHEz9PkJ_9YBaWOP^_Q)N@nx@GZq_+qI}Ms
zczSsH-cJudO?tu;(RW(g{JUB@$32q{x3u6LrKclJyWL9kEf1gl`S_}(`5IBVFGbpx
z$tmGsw?Cbhjq14EaMkj@D*NffHPdCbye&U@@YCV&(=~hFh35G#?~n8K=6mJ5y7g)b
z$GJs^BR{qJ|D4LQv_>W@p&`pMn!|j~DU+|w!X4|&-FAhzB&zAZ-^$7q`c!KjdywfV
z2bWw{Q)!o0*Xg~BUQEb1nC{@^A~<RBoTT#7?-~&u$B)}foVMGsPbK5PV=E!+e*OvF
ztshjG-l#QM-`I9R?n=V)C2l1P+&{eRx^nZ0R)*Q-=LU(#c+FxqtUKm!ThBfH+`%@J
z+(lcnjrJQi?YPtQ^K@m*EtNL&&?^%Uc}kX@+>mgcxypxi`JSfJvzMgaZw+`@az!MV
zt8woE@v3+BaqHgC-_~LIj`cB<eUVH5+`T{kEx7&sg+f49>(^ANzn^R@QYYN)nLIz=
zK{-pnl4<F}HA*VQXXj72`9|r*W%+6Rx+a-nho6{+1YG2Lwf+JZ_on(koZ2r71WPQZ
zE%sr`+O|oi^-cg^X<tE{e40wQJ4<bXJC}me6QK)spC$9>zWu{JL4|*U+Z|Qi%Xe=!
z?wfy+$>oKMp`}az`Avq7Q4CeW0gK<4*{E*$&l{vYo&8$QUe~z_{sIB{36aJ@H`Q0F
z9N(y0@Fi-geUHet^S^k1A2s+S>yh|7#Z)`!#;iY?z8TJJGmYxGG}jahrM2z+v~<Y^
zA)R^^^)>n8<`#*fw(6@IyG{mQ3%m26MYL1CH8#QBBGGbZ>CeZnEfSZPeOR`?p4l(r
z?v@8}em8c{7Gv35J6~v;)3l3cZoH2w=nyK~dm(>ei)bvj&#!-cUJ+Nf9%z4>cD*Uy
zmD76byq1q=|9yS+<52lW^}gb4{ST`iov&B?wtnU6`SF=QthskhFMs}1tYrTEN6{B-
zwO{<2eDwW3(Ub4Le%-q-ZtuRhnU_s3adh5z_SCncjQjV}?i60ZjEAo>Tbh`|mpC+L
zJy~aauE(YPQv_$z&y$(buGcJI^BkOZr!Y0(;@rlx>@Tv_FV0`d*Q$A+bUOHQU#-l7
z=_}h0u%zUQ9-f!E!ap`Uf0tF11lMm}xgBdn_r#ok7kEW+?ToK(3MZ~r-@au2Gsf>d
zcUHacp3~}^PwM=Aoqk}w{q(fr>D#|^{Fbu0b?C2^c=WYD6E;NcUibcC(DTbx|DMSw
z{QC3#_W!T-CjZ~hwRV5IZgcvsxW`v~N+ZlCE>|_yeehgmv;IBd{Fjbg!5n)!O6T2K
zk~{l?waVsG*BEYUOz8~wN?WF6sWQ|3P|%Oel&LRNCt056-ctX5!kNpv0uFKbS+C;u
zdbY21`J6Hl_3bxY&9633+FADZ`RQw~f4!Q2spjgxX@50ygw5MepL?&j?vL)fxiNoF
z@XhD_&SxRI@5o-}f8`5>3QB&7-jhAOAv?P6hV(tz-&@|@ja=|$5%;e5cP&3o$geDC
zuz7X2QfL3-Z*v91!hioXy|wXqTG^GfFKuOOgeER2+q2f-ea7)+XBL&s$()pzaa=+9
z+t%dvTPBtA*ZOJ`*tt3vAM$xw{&HjcmTP*9TXN5}=ExlL=?G{DX<XE{{Y%E~I~-XD
zHu?8V`16wA*r@X+%ikHSxvj^u{yK1$zT|V9D6#NE!5Wscy7RN=XFdtp+gbc;f+6!o
z!+QVj$s!ugaSIHL|2jyg@8+DPn6UnXT?yygYui6xj8K!mx8&SD&%a8pG3FihZi4cg
z0>8O-{iwV3MSe*~@j3HnxBFUDUFV!|;L~`t$oY?bq~Lz3=kLot{|pwa-|rm%zwE8~
zR;78x?v{)Ha7XwRv0f~kCaj@nkZSc@Gq1&~-A=x2%A>Q#3a39h`{kL=cj*Vs6{bg{
z-R3Q>*c>ilbj77>JL}!$70$N**_O9z-1-sa*Ii|`e%*WV7e6iS-wCa5H)y>T=%t`r
z9%A<W^D{<ii6=W(`P9Wlq^{mnx&HLMyHn4qRDNIZY~!hCjBY04>qO68&)x7TRbg?i
z!egCx6Jn$0vUAPO{mK@<O}D%&GHl!Ppu}Q5-Ku>Xe%3CXasB((xRvV#+K%rHO1^cC
zyZ+j<^&es#jeP&|r6t#Od?{JHM)FTk%r&1kK~3zXr}a&j8czRfeA8+F@!+d>R%D&q
zxl;9BP>88;VE>64y9d*EDX#Z1yZ?Urt+iQo0dZG9pK|`?{Ws`|UF9+T(r|_E8CSl=
z-_lpzw#B(_WooR8=FGn@>i5NWT~z-YbeiM-C-0jTdrs+Zy~FZ1==5dP{Z}SjP_A1U
z<0+i{F#hFqsa3bn`sWAj><I`{aC^ndl4~9Py><6WahIZ#c3+)V{4#%gw%CN_D^tco
zkvDwaeLE|+Wr!I~cU};8LX1oKtJ|~7ZL60*jeU~7rf=RSZE@GV3uJ>_m;9R6*ZuTV
z?yJ^qzTqVt?|WBhbEinH{BE}=>YTk_cy3jl_{(XZf6SSF^8P!acE`o1r4I5gS`b+$
zE@n2jV8tPg%?ed<8*O@@Gu+xLJZqWh{yLAvuQzGvM{l}w_J(FY;{&Gf*S35cf4X;g
z@q8_5cAEFBiEHV#(D-ULU+<22VcOX$8wG^~-YVWX%Y0#i?!N<5ij-cJ_0%tPyCi&n
z7mJ|M{KBGL{C`e;tE<~-c2|*C{HVkRIsd>8P48oNF|!4h=(D@e^wiL{Qq<~EnO@ZB
zk~HT5LzABX->h%v!eS;Uu7B0~`n2=f-+HrWWn7iNrE}c%+E@SfJr^WS-{I0Q;P~~U
zYRlh+3K`e^Upv2)+RzcI;GeNOPqOyfnu}kKrMhY!<@oyO&bgmovZbcY<N9u|^TKSV
zZ^I1Fx$#o|TU67S8NE09UjI`N8GW~G_8O6I`;M|q<9WwoRv@G`?faRj0iL0G3aM;n
z9gTM^YNZAL$Qf9C-qZQx3G;<H^_I6z&Gu)GRqZO+-l5CCpTp?mr8AqklTW;3F}`>B
z(DIz0&VP={9!Q$6vq)pz1L@wW?_)y#mK}G~&WU#9QZCKPZ=dHW>!kDJCFi{ZA%_3{
zZQI>=aM_*0PhZ=FOuE)C<GAiFI4e+4bKS?1g|9?>)kIWI&0x)U<ewCs@-O?yLgP67
zo?Tx&pWSO%78rYB|NIltw#(n@dbrydJU`rdA@Tw<Yo%ddkK^5Bw-Zm+>a2G=k<@P!
z8#d?i8}9AAdbtV~FF(1su2{~i5GXOX$}S{R@kv=vu-}atJO1&`T5@jhtJglNN+EY1
zG`Mh;oW40ja#odHc*^1j%hdk-X#E_}-ND78!}4UstnDvmZHkn99(v>B8)a9HcV}0m
z-8dca`TFcfcW<{Ja1ojFy7Aau^Xrjk4IF<2mehw{^-($yW2NzFdBDMgx8(IVpI&*9
zul20Vuk~jl&vb2LYTVQ^_s1y*)~}1d7dO_dJj<;A>T-66sNVja%DtPeZn!@4?X{U)
zJX?}Co;T*W;(9YtGSkk|a+YXrrb`h+US*`AzR=OdC*I3#?q^W=q4l9eNwmd`yC!K0
zr`TRgl@-s<NAKP2H}{;raEPq8D&yP-lQ|W)$L!=d)iWt6Nqynp2?pW+wyh9<v~bmS
zMnOBaz}9z%Hma`JG&SVgFR%AgOO_S$y9=J(ATihG(pTU2Kba@&UT-8K<0f4GdPb$d
zGYgK>O7jv0rv0@4C}(?g>*VHOj*0x~Jyj`g+&jK?o+x&>FSD4h_su++$FsIh&)(c-
zQuy+h$lUDHXJ%Q5mo(kIzhJ{}|H?IQij<EC^HlZx-f?dJqqVR9u|;<^^u5*C`f2U{
z@+sftr!)NOOPcUrLy}8;&&I_%@=w3@CEY%LQTC{tP=*DspyE2|+n#OvQmkiIzIk`g
zk4LJi=}=jc^wH^g>hG@{cz?6-uJ$UUB7yx5OJ0VBy5(MO+`n1Nxh3-S!bLn)j}~<q
zU6{J=k#l`XpxgO*AC$U{ik4(3M;HB+RsQPUWpwA@Yd_xaA69J@jbW&jJFT>6XZ!T&
zm(N{$Ug7=jU5G+^+>Xb2Wm+$;-?q85^1!N%d(<0$i^;tXN%+d}qG0E7+oA=*jGB70
z=W^Y$`Sg@^F4qmq&n3&5zA5wF>aSQ6+!#D9VL6ivdlk!_KAWr0(v~-I>izOq&NS<y
zYG?nOz8}B*SRH5oz2(QcSYP$lJJqSCj%UyMvC3*6?N8<5U%T96Ux2LO%ls>9>RT@x
z7u6KiK5CKrRMq>d!@uH7&+ZeJ=?~?U6TPffiY$C`d->C{&exr@xWzA?T(;x@Uur6+
zsOOS}tgPN95`4)XE;k*Gc}@wi79U<wztPAfMfP}|YHG$#i)YJb#4Ne?Q`1%Z_=zqp
zsh1J5cH8cpTkjR1dEfNrH;?<KH}9L?l(%nt*R^;1tQm0uZO78@==o%qNZ#UWO3iR<
zxwxBe;z>h^k5i3~^6)yJ-LT>O@{QMWdy5a<xXsmZ-eX-DcZ|0fThuepr5RG&?ApKS
zb6Zr%d@yliS<X|e5a!2cc_7$DQcGb<ZTcOJzeT#296~1aU2A^Xdiv@I`};dGd@luE
z)X7S6m0iAF_x-`liXUeeT+^6-`0(*#CWmI}olgC~>C?v>{|uyczn43fcMI>R5ie=)
z|H-faLhjeYR+04G+iGJp*NJU0dFfhJwV`H8VVuje6-6>CcdsmK))2a6c|RmY<&5n`
zhV=)_Bsb_xO+Ff*a`@kz6I-0ScZ5z;d-m<O1^>+k{WD91dKmv~VR&@w?94qJ*8<ig
z$n2k@Xy35c=!+oNd1IE>kG61ky)^%@%<4m1Z1RlFm-@c`(VEly`TN(^0%skhUK$*K
zV14mPc=Yo8jWrTi1ZUeBd@b?+#!+}-Mt#i-=8T>C+kgCACKWSF{Zz>b)`KC>&)qEZ
z`F%QdrT|;0<nkN)u1!(@G?BGlM_fd-&g$Vujyi#d9h2jZ9OtTR4}QPzaC+}rnT0_f
z*Se+8y3D@JtP*dtJ(79rpZO<UyxR`!*Ajj^hu@|0_{nMNa-SB>vUV-l?X`Z-gpbK9
zj@`4fWIcabG=IvJkPxoGQ`;2hhR^U=I(g>hH3!8`@+j?5lTb)B_m+F1p^<RgEL}Xg
z;f?36L&rt;Mch0!V`Iz=Oa22#?9OV28R~AIy(9i93*UBDu1wG0ntJObuRWQ`rIhvH
zl|*I*>&1*{-P+iRXV)&?rSw>K`X0yH)6cm?!^H{@{BFu}xjOyd83xwnm2RRepB!gC
zn3`M4xm9=0?i%NkOWP_r9@Mfgyzr>;?;hT>LA4(_XJ{*Mhl{dZzAw{l_<h}ZwR;?9
zeU6URu@^eo6CY_D6;Z#vX}3?D*+g-J^`92+{!vhLZ`rSu%_(I;pVd~B6-drr#`1NV
z`19Weyk|~y<fc14Il6jA&F)VJbf!hE+1@m5@1kA8n{8N3&i!dSqZ78{ZLX)ESiReM
z)s-~`2d|mfCOW?3&1+ioY2mJQu7{P~-Ff-=TbyorDIZ>%u!dz>Yu!8Ls><N6nbnrw
zfg17=X36QN(>C~7`fJ;tP;ohFb8+_V#Oas5a!F^%&xwDmCsXs=o$W}M@$$=ml6Uo;
zy|ULwTEu&Q&a@2|;x^R>6=+q?So(QFh{Nwc3U<%xN{<)pwCD=BFZ5*f;~VN5(!Rgv
z`kDQs>WO+m?VP&Y6<1>P)b<oPUha&HxBYFJyKmR0^}AHI_)UCvGIha&Z$ERM=o@?1
zI?X-dva7uKxy*0=2`YOv{2QPAoOrg1IX8e>LgQX_3eMIR*RkE*CaD(X_NXp<wE>
zAjZf3)@waWTY2I0?<Vxc#;n}bzva#D1toev|9@W~AeeC7YI5W;3+<&}5)B%z%$>CA
zXl<{+?Ad>^rT5lPX$i65_SDEasjzSEh7TLw%=Ou4<G)q;Ui+Oh`}?!f=O*l*k)`f`
zo&S31d>IA(rMF&Q7M1edYP_6%wTa>E{r4n7mVDw5e*2{IQ(@A&YKxz0e|@)pwtUQb
z_1rE|+2ywc*`j_*8@_$>fpyw-qqhYyU(1c(u8^rb711;6kM1(rPmf#Q|6A%~t;G2$
zZ`oX#63sbJL~|$Ur{0o0cXigGf3~)c%IdG<?ggGpI>6-L+GuDjII-+uRoMQmL0R9}
zKUCf8f0t$HzdTK9*VT@Hl}G)rF&_EoedM<3@;9Ff=WhL%!)@Q2?ekygUH6ZPmd4w{
zL*Lkbv$D@EVk@02Rw9@d=lNuE3ag0DqlZggq-^f;`Y3ZzB;dwlLt%AwS1t|KGb?|&
z+m!6mzp5eXYH+oPDPn_vmxg%IeC0|nqpq|=E7d)2KG{??L+kdg6XtV^jRcg6?j2y(
z?zs5vFxTM~=jK*?Uv3l>tD?Ys;K+?RKgxKQdKh+HT{G2u<0h9B`L`$g4wYCao;%T|
z`Ml&oiJ+W?;1sdR+dEI5ox`&CPO`o3EbjaV?GwK0ysCV~@Mx9RdD#<_XI>U9=sOVq
zJViuP_|R1qHqoRsws|ug-EK%_D%f(xE!p;Qt>vZb4t&f!eTrMpa`e60dA@mn=Yy{H
z{kNoN7M{K*>El^=zc1kOv#*Js&rIs~ax$vEHoR^2Z-;;KkMs4_*|Y2S|NFoHo)z=|
z$Htsne$HPVB5yEnJI9aJW*6t$ti1N&^zC|EmDlTk9qs0d;nV2yUE%QHuR8bqAHGH$
z=BHN5e(aMB*)GNuBoY<#<%&RO(UkVT8#y#MLndrrB&wa2%vE4nVQ^b)?d27}SGoF6
zDxA6frfoynmi6{C^)#Nyik8;vIKJXL+IgVi!K1V9SUyPW96lGv@#S%W{V689<ytLM
z99%EXeUaKRPp@`C>^kAaM>4Y=HtmpX$aQ)Zb1p2f<IK+N+cgnxUOu~oC5@VH&Wq@h
z%DC9NxnM6Rhkq7J!#?jX+kP1>{FJ|E{fGODriXu+a?a_$meWUW%g^tYWlpW@Z=d&a
z(xbml8f!bIaZ1<6E{SWdbXIImk}W#B+UU_szST<QPaBwzi?6z}DyBHce52Zxt6jBv
ze-`bpn|JToO)<B5vW+hf3$DphU=q7`cm4g#=Ert%EIN_l6xq7Y^P}a<h!a0g&0h2E
z{JoBQm*%Ff^sLC?`ed~Ke=c{-j8`EA!aR|V2MRln6u*AV5!I)(=E9DW(yezaZ|`v3
z&E5S-<Nj}_ld*dHq*)&&+XkH7ETSkVP<;81UwOEB^sNoMSKbr7a`09K+jr4NFW6q&
zaP4SiFBiY_J+VAI|KYLtX-}N096sNk921s)@V!To<ZsEnbJlzA@tPU%%;i>t;z=&q
zZmGW6UH7s!89#oo<_O!4^PyRcX{KLfB=2wSWLe2@J7!MTe2Ks!J2O6EtIad^|6&t~
zS?`qbWY^cC%~=QLPk4D&e^uvm)eixIExg}ft(nDk)s5wQfW8rjljjBAd);!{GZzUR
zVO#L}K-kQp(4CLGg*MDRa-eAI<)^+b;Yu%<t%GJSFxqt_dST<M>4(-%yuGHXY3t<6
z`uv6r`@P!i+^ajM^Doeme!}(PlW*IPshj84ai;SBYl(@ATX6l6naG!(#;bD~7jbWs
zsojyl>cAVJ7ZZM>XnDlllm|u=*ta{p_y2KE^~p{bW5LEbw@rkUl<po;TKlG7U-#+e
z2P@x*wEePCd%CgmNH50)Zr;-}I}Ak94(CNr{#(fISS|d`WOD8c_7ewt?;fZwSWtS$
z(Rq^b{0M1H4aXS$t_;)HW#_(4Su{y&*Yd=JWyhP!H5Sh6DiXhzleWp?*|D#7(K63Y
z8?S9{Gm`hJD4h}Xz%qCSul0_uqL0kV7H9c#xt;SRFYfR9taH4(DYB;dv(9Edwu!NM
zh4W74nKij4P5#m|siLc(w6)@yw&!_2<^Q)7Y?Jxjp1!DDX{FB*^#70Uvpv!I6X$iF
zi_&?u$?>|3nyvI^t{sk5W=~?(@;%=aRI9$c`J2gjQb+ph50)Y&>9Th2SA1?hc_460
zom=A7htJ=>&VKd5c>2sI^O=fSOE$dOZW++-|H6;++FGj`x1v<LU0)w=h>=&9I5_Ks
z@V4;w_gp8KOr?FYpO~a3Z@8HfHCZ9F;O^NiWf{DEbKT4SvpM+*SJ!dx%vb#0ZdBbD
zygh2ld#AjQKK2?<{$xMx-Rm%I#_>6KB94EIa$~vtW%-)Tk24grbY*M9(l+Z&kyoDk
zbxw`YjIZ~*e{+S@`2B5t+IWT0iN)kF8-MT|r6#NAaZ9eBmO6ZG!Gjs$rBSi}<|O8?
z(w$ScXsy%xy1!@QwRA*hvALF?<<PY*7dc(4!`>6RWUBHecCjsw-2HF<jNLSEgHCV>
z)7u*h#V5J4ub=Q~8T(9TF~tRW5*^FVdY{v_cFq3M5Ot_seuvG1`mhGKDN>Sq`G47%
zt4|O~3vpfHT3GD0uJw>ew#AopktvqPH*AQD&J+3GbwtatZvLv^mRmF0<u=s?uy0wP
z{XRpsl-=n_*@?SfcHXw(GibguZA$j}3l>3LW!H`ba9gM;xR-C96Bk<%XCgdhjm`DO
z%a(VSZCRDG;l!7(GB2IZ#=iZnRX_3Uji>IL1K6JFY@N@zL`!?3{_>?ACw@(skkzb}
zG_~nT`1M^2<<b&)ymoq;^xJZOvCBVTRJzMRki%(;<<ir?U4EBD`U!AtUgOaC#(tvi
zo=^cbtqXspQ#CYR9M~U}@^4Oq7_W-p8J!H)P}OP$mML=%<QY9P5N(_9w6bb?fa~$;
zvdq3O^ygIm@pGA0610a)W_9ZJ;({_~)(swKOa5MP`PK7$US*GutU!QAuF_scJ#~fp
zXUWw+Zmv4@>QBno`H4^73HVLCqIv&Xzq|bV2D9^9XYY76ccFsCjJn8;Rlg+eukc%P
zX!WLx7d<nqr0dt7a@`odHZ;Yx&*3zmyYufCduHv8`q;XwvEs|@RgTksx(4MwUvtnc
zt?S4ZS$}!Km`TaE7R;LQ;L%QQhDrYJJL*=QNnNS9@x%e+)19ZZjGdO3WPK@2Pu&yr
zbKV)z6%ky9+k3Wh-gd2V;6Hof^OJv<E(h02z3+~kvq^qIr-=UT(sQZJkFy@R{5oyz
zHD^kA&bn#|pHH2UFVwuAYWs+9dHenGE?$XE^DdQ(T-to%x$3FPy$26$aW@lTKP|fT
zWU&?pmzB|i)j`%f?>@hvx%cJ4POGigN`C(A-1SH2%!Oc;-Tm469g{wLi}Xx8;^s0t
z`Cv}oGu5oc&s;W~lV17qvS~f5Sm3G6$L}$p4&5f<k$!D%we|HyMU9F&&);TDUwd_9
zgBITzt#=2dCuKz+I4kg{{L0$Cz06P34vT#E@vHpGoosT<%HYD~=kJ%w%;0^-eP|)`
zRucyf75T-iJ3ek-c)r*-?ssE#z|r<^Gd(qXU0Y%oJ!@w<RQE!mt?<NZwfXP#k{>DR
z<nXeV&wU}FK5I)`E91M9*X9-eyi%=m@ZgE*WzVX1_U&17vMuZLfp9IS^^Vul@@jWD
zPh;B1@A9si*Sl%YYzu3bNwYOx3F@%$stI=W^2P9_Txhw$Ds7V5@6J}+Bk=0{%+0@7
zc7G^{nHzia<>5M>j@$WZj4Jono?uc4TdeEUdh1f-?Z4Ohyxy<dUi8vx-5IO?wx_Lo
zC$FB+?Q_U|%9QGkXSW_FGo>v{eX!{1-y^eP*Ju1IEUEc@@At~9*DZ9o(%iZpoo(n!
zxv!M5!)sNS%Dg|^i%dm0EnX=e2wfGXA^3R)_X<Bf@73x{f2@AD-DQ2`#RKQNX0GE)
z^4qn1a`u)suja2$wXTR>vD{zv)aI^2|Ac4UF5&T)TWfCe2Yr5==P3SkUf%<QU*WHB
zm&i-1*sBIkNoQC4@jK+zjcA3^f{i!i<1-dt&b7PCk>#^Mqeyd;X7IyjzIB#2za5%B
z_Z7?3-Cif(1>afP6&;z|UTUOx?z}mlp{CQUSuBw}me*8r*l!&P-rfDQ<*r{q^uF{*
z%{9w}MWzRJI$GISpMQ6@vX<>t?tj0}+(rSLHw)AxY&QzXJ*#o1#{GfjpIJO1uj({z
z*v{(Zxsuabm%boP|7`v_hqZAU)wNxwihn%C90b2k_X~deNc>>^r`)FzU9W>ZMBZER
zmww^u?47F_c=~jTY)_Vt<MxkN0~SxUf49O>w8S#J*Y8kB`xTut+H*fCKQA$uy5MDG
zb8hOJB{niM-t6k<-D?y3S1CNgv(DsvL{WN&_W3N4Cil~O6-55)y;yx?#g(Ei{t({I
zo69<+Ru`OppqAXbz9@6iCm+`KP;O(5;}+Z^imdsevwJ-pzbab(=vs1UP0r+JKI@{7
zX+QsZg6n|9B!Ng>d*xH{(N88W{-XbzckRgz9{E<+pcB>V=5gPcgyt-p={0|e&h81#
zRV9!ASG-v{v+Y;m#C`j`e(tgf7CI8#-26jnp}?%xkb17{n-f<{?g&1{a<h&hYF6J_
zrrxh>6LSycoStFBTHxsRqvnuyq5FJ~z!!g<-ZF5+%$uts`Fozq+x^E>ULL<%HoNWR
zO(nID5tiJK74tQJMjBk<)Svp;wW~zPb*fiXYH28o_x7gz1kHJygC;Jry!oP#m*Hw~
z_wAOAn>+%}O$yb$UvMs6V1ilgiW}N`&0L0y&%Td1(6;Q2d<fg`l+5-E8LX1EQEMM>
z^9}Imu@4k#&~jiXWjq%CLbQo%XU?;>i$=Oirmr&XYixb*alZef^7Yu;-smUCOr&#}
zTQ=U<mb4_#bb?E2tm%XhF^AKiAAM3=RUNhM&bB%4pZq;``tK^XNeiy;-_xj4o!R$R
zZB63+9EF+DZ~p9Jo3!=Z{N_me8a3`;q9H}M13rhp*|lM|(=5%oP1Ve;A!#q2`0G1L
z&z!v9E2edOlj3TQhnr^}T3q14b2EVNS<a02a$=9B*{)3f=F^_Ei(}>t)ygO3_w;^<
zSv|dZphU|2%ezCLUf$!``TG5VS^JYhO_ob9^8PX<Uc+y@*TzJjONALiv;Ul!6!@jC
zQ0HBvaz~Q><K*YwGmM&7{5jTX)GO&d)9v{hm$3D37cdpcdM189?04wf#lIO6y0M8h
zk>BP2O^n?cB-pn9nGXBC*=9@zJsL+D)oa+Vnr!H?Dl^#E{CE#<U0&en-j4|v?5rOy
z_~QO!57Xmlg*&HJA1{1wA6D|zCj7}hyR-WgR#q-Pq`$JJWp1|2>vgiT%LKIM#BwN}
zH7_*cR;!(oscW<OHh)M_l*`pqZHxNWB{8hrdL}OH<?_1|guTlbUfFU#Kr7&W^C7!X
z%VY^}scGiYDVKu;mre`NI2?VUa_@W92GjYqYER$toMbX%Js)yzNArU}&4;HQ58?2O
zVgAf=-?8AZO|a@|pPjdg3lg_xmXuB0wp7@C`BIad1vY<X@8q1e&hx8L#){~7%@q@b
zuWGF5*qHua{+7t{e~%08PP8popIPc^5v*~iJpIA%7aH?AH*C=`tUp}s;Jw9DHEW;w
z`>j4#B!AT2yKcxFuhK4du6gIgMtKj(^EcPBPW|><^2ddSm-~2XHfZep6QBOTf6X6-
zs&uxx6KldGf8_p)J7sg?Tgd+9y{~nuHZiHD%+@=zZns6NAeZEi#Rg^>D_b;fp5>_#
zeX=}h^@E$*+l@Ymu2x>MX!1kFr1Oc1A^z3*ZzZRDwi#J@e`0%l>k|L2xIW>{v)A(c
znUjCs@~7{L|C_IGn>xpL-i-R~Zv<n0ocEh2wE3p1_r6*8{Z*ct$4_YVznI#y^?~ts
z&)9dJ=Vtvbc-(pCTR^G9?1#RV%>U<nbBSz-=SzQZ{t)A(%@_5IKg2GQnSAeDxBa&4
z)0?kfJwGwx>RyMuFDpf2ge`<S7kY{94ct62#jE#aFV}RRX*ZmXT+9`0x%X^ZsrUDp
zF-#uiZuigb67IhkxO?AcmMg)pT|Q<-#6JvPbA0hEAAuQC#oAT}&J=9zX0<(bUvtm%
zUne?P7fleAbGbgF@#f>28=Lo^EAr`Ha9C@`E#t2}yoVlX?U*>x;i6jI#Sr$clMbG>
zX(tbV7hK=0ch)YmOgc?_$>Cj@`D*zWZWc-H^a_67b6f4%=Kh??)+yg*TlpnQ7wCDW
z8%&h@!pT^E_=iq8^G~~PH(Dm;FMD?IK&556u4pRnyQn2<B6knQZB$&zTfE-CSU6hq
zW@D1K+KPig(kJHaX1`_i{Y>`c1!_g_f@R;xZ9Z{vW~rRr_7k74Zjg&VYL<LY{#i)C
zx~DO3L~JiuE^Sm!n6)Eqacb{%wY@7+d7o-NVw>X`HCtlMXZ1Z-HyxABy2HJxK#WcA
zxG~p*w^H&kcXxLCeh$xweC)sD;-+Vk(MI*Ld)%k{n#B6{CReOZ?d8|mvgTugSn0-{
z7dNSiU5VtJl0ILbUvc-1hFuDLEz?Y&xUTr9J$s{C)HN4Asq9E+BZk}OB3dU0Ww4d4
zxt|evICQmn)U_EKqb`d(tz?n^aYD>ui{EYAIrhhP%%8XX?XthWEpO!&^(=Ywba&8H
z^F4mLzop+Lye%ue8M=h`+Piyt|5dWTS1pV`cB}W`_dCCq+Z?(zSG~YzUerG487EV_
zw^l1W^$g@m{+eyjwoJ#SE3f#sPWJZ;e(REKUhiK1qUFKTi)SCG@~6!IJMF<$N1@I$
z^_7lnH|I_Z*qODNlXc1I>exNyTMj7%^8`uv+U&_UpU^ukU|NLwtA`&p&-Qi>E)M1{
z31sViwNj&BXBBtgO2x7hs$nnqm&vhM9zOPb$2*SJHFI0Ua@Ou?uD#b~?Ub2scJtfG
zY4dKHE3CThvNdSaQsddD!@e(PZH_#4by~uKG~KTk`vRPwha5dWU8~Dso<``ImCp~x
z2&n!(#2jRnA)mbR(Y^Bhi$gA&9-d{|7O=`9b<M$&eF3X1(o&66Ube=Fw?|j;?MYv*
zwke}UU{dMrQxO`WPxjo4zH#C7<<Q1OzeK%6Ep0svnnVt+{kL+H#ZlHuZ6~XTJH_Ak
z?LGC~TQu})@>RWk>or1`bg|tKmD32lVl#hHNT7v}Rbto4Q-bUMXIz&rpQ06{_V9ei
zr|WJ{EssxX+SJeftYOxM*Uo!Fp3G(cTOYP+ZG(Qk^rk7nuL~!IRnK*nuCL$gR(|(~
zzkl_du2*4EGkm^%QnN91osdv6DZ#JefmPSSd>^+DQon_ZGV{ND-O-dRAX%WvV)yCF
z$%}apEq>W-e{Lw#;@g|RZpSAy?NaMx-UZLr2b_QW_`m{Z=8CmOB0a|%b!Rr-jdre?
z(WCT4QrUL5@r5rAaSDM9lSM_#X353*E#8>_SL?m&x21OP_uhEuU9<9g(<im=zOX-K
z?^*3Lo@%%W-mIFxJUZn$<NH?C%$jO_yKC3?NU6Vnly&mVKdx^FtY0Uletd0Ltsp;b
zz3Tgu=eGr~>9}>a{`c$K$NJaD|BO|=yesIH0sGG_@7_dmOE{_Y@}Itbt03rk`eX42
z-)*GorK4`|d!D!Ueoct<DY+7!cRn{`ynRlJFmDfTF|H4IsmuJcr{Supd3h#NYUsB+
zhSA|SwXQ7NFYc<eNzg~^Nw^n(e`8KjIk!2(vFkSR%*OuN-txzaj-Pw9vhcB4`IB9i
zhvME%IC1ZD`msF`$r=$)z0N3EZT|N{YL%nj67d(sOZF<P-Olf-De8KoIq|Bv&OHI?
z)Z548PpeG{R#g1k7|m7mM%-7XU`ncJT0+_S1yj59Y$jZP^sPD7i(P!#ixpGm|H*u}
z&+5!RZeM@FJJW41wQoATY=Ujp=?Cog8#c^#JR4Fhkp6YfH}$!HU$==aGV_l4X_ej^
ze$1lujrHl<LXs?;Q!m_ERV=IO-`jF)+I-2F{Y*;FBkqJ6zMT?$)8&=pmj$b*ZB$a-
z^<tL#N%4klDcW{nj&4TlR<BjsxaZX)S0C2>+^5UGJKz25wP@uMmTiju_a5|=oavn!
zkp6JPBiHQBP6A6;3ivz}_EV0J3A0I<Y9{>hl+*u1e@|^WZ=^10Y8dMhU{zxC_OQ6}
zB6h#;!U4@IWh)dS*{1Ggd$_Q>;G|b{q;=}l%n++U_qnG!G^8S2qDn7n{%j344agMT
z7&}uy?L~iHMt94$n2kyc+=7@m7q#)SKJmEt{>S3l?=61ej5T##rJP6e>TG!De)#=s
zdrW<2Eb|7%vI(&dJJ<dz5}P?YHX)4B;<#jf!q1YZxqXd7j}k-@3Ji26^Ibc)%Wp%K
z$hU_x_j)Prt-ZF`-A3K0OU>+#g!vTVeYux!Z+HBlzn}lFh1JRB=T131Q~!B-=`_#Z
zb`G0uH+{G^ZJKRbd2n}XZ&q_)V_9+PNs)shGJiW)u;;BV-{s>Q)V(&CRY^2)O;40g
zzn+VPk!^tRildwMZaFM)_s`d3TM~Dl@chw{5-c6mlhw0e3#abyD@h4Yn6}Qy*idV}
z^~Sv4PClm%CZB%yr|RIT(q|`r{@QgoG-z+b<VQL+`nGQqSI(Q!F+bt9?15sVubkb{
zI&!aWnB*n>{4&@1@ZGz@D|7lcoz9lM;&x+O4Cm>mb0pr+YN__O+1_$xMyH}M^SpCg
zIivzDdCx4WnDl7I={sdr_A+yCKL7do)!ovx@A_)zLb)%9tGoGmEI*#=RAQ+*!?1q8
z+?1>BIhIY^9b5mrwAIL#(+p($S#ayf$=wliefz627L~;WHt2FWsXZtPI=Djb`IgS6
z6a8m@u^g1@|4{u><I|CfpU-kmKlFR^*;vM2w%DfXyL+Eq{$3`NLk~_HNIVHJH@JP&
znxii^;3r$WYg=eP{|w(+uCFK3>gL<L;=P~!$8g@d;3t13{t5bfQYg>Q^6>qOmHYVr
zO6>f=-W|w(<;skPLuJN?>z*9l_@QRo1O11638(IIA4_i&Tpi>4mihaN8cD0~Yv#}Q
zJAY$yrOcu`y>H^aE?O{6J1$k>P2TZc)``aZT~17Oxw1tnX}(DB<w?nZ`TXOH`npZr
z5(5OM%=r}mG$KD*?zw<V_DR1heP0i3U%{s;DDbJzT;_G2_BP|>+Nb@ZpVDJ5%YF_I
z*ty-;>*UvimJcG*)AmL8eHC7{{>o&PlqUftJ6j&i_2A=@*ge@y_VueJnNR#BWM1bb
z+dPd}e>0=<z{a>pW;Ts01yZ-Rl`L>R)TtW4Gfi-c>}x*l<5sO4UeeEhuDa4;wf}GY
z?Y`1wQ*M;3>96dtdUyMboKeWq(34wv|7i5I{GRh-t<1alC*ktH?nSB1TW<RPM`+zw
zrB}XJ*6--l-hN+>Irf6s(v=><=AtVLUhds{@1Miw=6C8zK412Cnlx%`@crCfJYh1!
zmeakJ0<MV>Q{yI|lA82_qpr*9*Ub0cDQa^hh2Cl3u~HIOOELHQx9sWd#B)88#~PQa
zEpGKqZeglVU$@!qxW&vO$6E}lIrEoJ6G(}=plEnw=YG!CUSWQd73-q|s?r>pU9Y~6
zT~nvNck5Fb!EZNnD?WWwbgk^OJ-z#hhPJ~7;Z14AT@z00U;R4Qdh7iLC!t`y%Fub<
z5i6Be&ZvA_#>Cye^vKWS)u(4??(ypU`E;#!zcpj4i%6l(1ihwrwpaVs8ee+evEZ+c
z;p4Tr!dzPyY85Fibljt8&Zm1vanTYn!GAqBloy@N5RC0?RuZ4$Tdcgx_R6|<dla)%
zCe7gO`g-7~<&u>v1!P|B$vnK&=xUAE_3i1|xgiU3jZ?oZQ1(~ZCR6O$C*QQ{x7Pi(
z1j{Jj6K9t=e#z}v;%LZxSIhN2n`F58B({s&H_kTM@%pxa>nwg%-giIEo=uw{x!{Ke
zQ`S-A!x4fir!LH5pUjs3%PgZUU!8Z-c}*4GcR#FWP1*K*^9$}tZ2pIqs!V1p6yNjm
zw#26=x~rNZ-zY}!>t&zJ_V;?QXY-5q1@ea@e{r@bE6+a0ugW{mY<cbH=c>FxCL24}
z-8`#3iS7Dbe^uT^`OU9<X6buNv1mRC=G<!N{=G(ezhQd8ifgjZSeH7R`ahgLollp!
zYIRA*Oz{A#6t`I~J{;H?V?No@|7M=Phk)h9MIK9?mxN6D{pD8L;*t}oXFgt141e|8
z>;9?vQ9q^|hF0&Caf+~VvAlaoTKCKIw8bSIPM(Y0G%Osu6tuKnuqmFDee*<Vj^tB+
z9obD^KTcihTzS(b*2;uu?|Y~CKr5Hs#XFS`Wq!;0x!9{cD=d_63ZJdO!#motyKXoA
z*u;@uFioz%;GT}GQr+2Vr8(BAPL9@ms-nyPZ2k9vBV9xG6G!@4re!ON7R_Gj%<pEg
zQs%3;n?>u+4?ZoMr8%2^@3T4dbB^eNgBpTjnft5`Rl2{tFr)nitDs-V@vU0_pSN4g
zotiYOJ$yRfRC|>pJ9$kFkDNUB&0h7$PRTDhNgc%}l7DwQ&AHO@(xGFrNXf-Yw|0w-
z(g!XIEbmFT6MppOlYk2AWu3t5=6&rJzjcJaFHmc<*#3Ctew!mZWxwXs<#rgic7Ai3
z<0866^pQ<($%C>hn}1rjSh)MQRMs}WJR7gRmVLtiMIC01JDZO0=6yS5#<YMZmK=c}
zcPU+7#N~DRpjL2jrxi!$y37A{vMb{vQ?0m7_nnVdYV+v}pZPA+*4m!W|7&Hg;WyLN
zWy;xelZ!Z51-FL>N4?WC-pYPb?G*3aV9mItsi!sl*6QmRZ~b)IAWUD!*mOz$V}_$f
zmwB{~OxYBjy6m)H+3GVQCv^WGF}gg>IpgB=Ut3d`9lrAWRBh$VmCg~VR?k*SneSv@
z?Ze48LrZw7^q+SNQx~5K*?8|k^}HKA*?)6xY}NSvW1-e%TaVtGah{n!yR<Irt<{<_
zJw71SYW^?Lzp9*RR-aUjvdi9l`Cd4y;@%Ri%NM^GDb3)M$kC}!nVNaJZ}I(*R4%jk
z>sJ}o>bw29Q}+Dz`F_pY_WPM9FA}NSS-|<vPU+Bui8dwTTH4HaTZ1nNuuM6(w86|N
zS$g4<Wq0fXD)gG)c5P!0o-*ZZnn?0p=@0Mr)yB(d{8_!YK;*&pGjdaW)teV8&-Z@!
z@JW!_dWO>eV_(klv>u%HcjZdk9Hn+M_M>yyqns9A?q0a)=_c!as|u91PFYvQso*Ow
zQzI<h7;0X<f2z9aY=@Kj^Ymj5EOdLlwX=7|n*(R>iqsyt(<OK(dYZ!|&kX4m)1IBn
zzA$a~bH(R7ne(>I;cF~r`Ddlh%)037a+9y%x%rNje=Cxf72b8NDVQO2El#X%%bvCa
z(UwcXgFC!c%8HAom;BJ%_vqn|r@cECbF}}o_Y>(}dzL#?eF3MZiubx(X8$a-s(!0-
zuG-&q@8e0emur+iC12YUeWx#y)7-y9f6~{A%G(?#ggVO)DCn37Y~RW8{FTl5<ehJh
ztu(A|o@C$1-nPl4HAz%<u?I8rq>asa>5OUp@)c?ey_R%OtS>%NzUcX6>saL#pV$tU
z>|B3#Z_cXXEoF(Fv(Cl-y}18#<eoL}KiZzwn`JPk*X*+C-B`BInaiY~>b?rI)8VdL
zD93g5o!yFwYu8+ibuBd9QeAVujoFqd#p$r3c!yGMhW|mWz_=$rw|1Wp&Ym=5jp-xv
zr{C-)&c1bPs(CEBVg<Xkr*KTjm3!>9b7n{L6#A)`w;tDLZkL=Cd%D7%!F;dT-X%4H
zzRwNkFHJs?E8?QLG$`%LBBq^DrVDlld^@vN?t{&0uJilex}<(9TeQ|8!bEK<>#pvl
z3eyGtOL3RmKV^;mU|T#frZY~u{<E3yzF2h!3-L8&RW2XZJgeqU=8CFt=C^vLwX1B&
z`TBpiqi_HD{q_I<uh%4h$j_e^@!3BA@XIY(x|@rG{?<spdah9-{Al|2|5gfG>cKw0
z%TyJAH@iGt#?rlL66@o9(W&dS|3@y`wEu1Q57tFS)xjTT7e()BcUjuX*(nm}Aiw>t
z?S~C3o>Zis_H&#zfA=CG_vx;w>o#0lBow^8ZtV(@xdrnCr!Jqj;OWuLD`Y-Do)Ts<
z@xbzr(bM~8Gq0+7zRB@+FYC`$wN3GJHmEHrexdVYuF9{JV{fNj;wsN-p16I&nc(QU
z<X>0+h(_Pr7AYeh8^Q6>ZK~ImLJorj#rgda+T2yG&!%k@2tI%L)u&}wH>KJ{o!j6q
zwr8P<qF`2~x6T`>s~37J+5;wQ99L}Nol@5}gX?ljboj#AMQsy3LeDIp{N&D#36Byr
zcfHd$))$eKxsvs4r#i=WZTFQQg1#(0I^8Zz$?9*0|MSl#@l*GI^GuptDzHR4V5#h0
zJG0VS_UHdTG@b0w+b`Q{<l0(lc=A}H*Ang<RiFLDj9Bw$A5XU8O3hxOdip_}Z>?wf
z?CkF$lb#FqCB%PURs5yu)P{|m^Bq>{RU|RLb8B7q`3=L#^$qz+JC3vUCDdzG7`HIH
zZ{Ti@mN~dN$j8j0N%sVk%t28Rtp^<I{_Tyb?<`ODD`a7pv1k&nk>1;`91+ZQyKlve
z=KK0Z?Cu4wGi2<_8zMx1ytZiiebDE7RD5#6bn&ncXC6(uIs4)f6NZVIDoSaN4ke!K
zH@}KLa1b}^t<&1jaL{Gx@5bQ1z?NTL6ZHHFd)ps%=iFmg<?H<?Gubu6$<=PL)Twoi
zYGTWC<TYwI94kf2CY`y@@k?B_>W%Y4k0VCLG1lfCXDsF(u47WH)jxRmQ>e3$;*<Yn
zHv=Y4I2CfJ>R&2@c6H~fGxr}%`|Y!%+y9J$wZVZ<#aHrvAsPz>re<iK3edJb5mfbK
z=J6A&vQGrZF78a!$h;9Tv)He0@!?(9GedWzUEekT>!e%!_n0!P^B0r{-Ru?<FO2vs
zn58cL)_Hg0<%|a+^BP)z)cU>ssI8>Z<1N?j?eVdt?$Za`O%GQIY&lY7s}PeV%(=Mr
zWJL4(wt0?zv#lKdsdTJU=9^xe;gf$$roU$Y`LFx_Uog8T?r&a`y87Uv=c|ImQ!b=>
zSw|}eo9IjLoF4nFam%I!@-ZjvzA`S^to>W<(6pnsf3Y55^pQRI@lcAvx^N!FCs&rf
z{y4MdC)=l64_+#K;E9-R;IL_B-|crBxxVc(i<{;DHfq_A?v6DFzTH>f^lEc_0fYMr
z-|of|`K!$G#=@Un-f8T9X*N+bHBM||O5~)z*B|sIiaMTs-La-^i{f-?m#|Ij`>fBl
zPgHPCVHH{5bRw&EN`%g{BYJ7==XD)JQiRu5II_lxObj*B$XKjdy;SC+#iN>ghh4&M
zlx8#TO!G6@vif4Mx0bFz<iyjz9Qgm7J@WKfMeCNgPLG3&0<+^6J!{)?Z^4FXvvan+
z3$?np@;Refv{ADB%PWsdmnN&O=+b>Q(a-kvfqiq1Yu$F+elutOyDN)t<m_J-?C-yv
z`<#|*#MjDS@84eeTx1sQ>+{=mZdHx4#96l+Pd9RjO?z>r_;}IpJ)0vu-d4R^sm}4P
zTKwTvHFmL^-0L52T(u=3%JzKz$B5hwH?`!nx6cV(E+_htg@4oYshrBG_R}+srL}&t
z9$RC1huw64-?1#2>pE|KhRio&nrG@gb+!w~`!y9N^>^<te?BGbjjy<cxWEI0;zj4q
zFJ@t1@utX3U-|S~W%1_5-MLjom%=U-vEG~-as1?Fi_f*ZRSSI2M?Ai*RI=LlyzIp0
z4;$<2XUnbIs}*e%QvT(M=A8-ZZ)R1qi)p<6)xPEB#vH4=%i2|@w$ypfmfK{p_}Jb#
zj6rwIW=}7S@co-L?d<ZOrb<oqccux<$a&V+ZL4(U$fS*j_zfc(?_DqqKg71pF~RiQ
zqp<Tr5nCsGc*zoW+QBt8Ryg8o?lH4jAHpwcxbXfLWYS)Evn1*D-Odv>>$!Y4FMTtA
z*Yb>lyb7fj@l26Vz89D}Pkq|Wx#o<SVM_RI9i{gQKWrSgyT>p4&G6>%oXzKzXWYMf
zRmL&FRdc3k-_%y4;)=xfnX5Qi!fI#pXJ2mbidiff(sAMahe*xT;E3}l&zUi4mzU0|
zxWU7;lZ_>;S@OsghlXwjyZ6zze|Q<C7f+Tt{JeKo{O?;|8>d=-&pYxZd&XN&Wj7tu
zm!{V?#TZ5OZZKUZ{k+33{eH6hLsmz-WzsUu9>14t;APSgpCclq?X)z1sb*u*uG489
zw&w&~gWUudg<mZ4l>5QZJXP1zi^)@DpXJ(2^_IUM&e&Zyt*x+|J1@(uc*QsEorW$#
zH*F>PFCOf;$=m1T^}5aY(neuT>BPxjdIk9BYR6wPKeMyz@<&hgpMN|KxW1eyE%Cxw
z`10I)-Un1?S;a7H36(ln=%?S4Y;aDHYre0S`2IPL&gY*W5|*3!CE4Cm`r03<NezpF
zAI92UTrVM+Vd=f*#VyXcdKYiqv|PW)CP-H4RO;5v!6G&}*Bw~2cf2^1Xj*nYL}rSv
zyIk##y<e_9ThD8yGug9=PdmhJ{>|;qJdx%vH{5yd@N|y(%MC2qho;Q842;s%SAUVL
zYSK|SjmP###-^!R-6at>WgHj3J#%gDdZV&M+Qt6dY7c$t8D+x~=PTqLj7dH6Zf|r=
z#N`?N_ft+}<$Xwex@@!I?<7Bk3sI5F&IH=6nI*GzqloEjvE3c_0|l!M<-^WTp4p%N
zeZ`kG_YT*was-usec2m#xZQO5L!Lt(CzK?2WZnMpc)>BtDv=jIla`e}<~iyk5^-NE
zt!R4o^s`eZb<f<jr#er}xHnCp^5G?2o+UjEs@r1Eq<9^EeAGuRWW$V;E&f_*tNMb4
zM8%9F6O_b^XMWhdddAAU2ku=n8G4WU{Aq7-G8A60aK_2(tM4?^7D-LBJ`i!H#Q&iX
z&z-}kx4kvs{}(I${`T~#bEY{T^--B}x;II!{^_RpGb&BHAD*-1DB3=K$DQ~yA)C{V
z2NdyloLb7>HPgdFMk6h19=9eFkJN>!NiXsYC+oHBT0X;5C`v5yOvvP}hWFNwEbcp}
z{65_^(<f4Bs`vJ;nL5RLx0>6<opDinseIHYwrbL}m@mE_5jS*VAKhtrwl8U!QhwyT
zm1#`*OKyLP4?f#+z9vU}{`Gb1ifz}sKCM@`I@8#@wp*vLYS)a+oP4LVVTQszHdl-a
zpH9j>+|#4mD{c{z7j9m=@A`}j-Awb>q)J6Mwd7W1%+eElQTJ=cviJX9X4Y5)c?GZL
z*u5-g%ekFTdzIa9E^9wm9&u1{(n5ty)r+UiuKX#rkKgNfYIpdDg|!lSY)|>BUQDW+
zR%_C#d^)vzeckLCZ^hzmx&I$JdUiJ7E+50VZ$DqDSH5Ge`6{XVTjblU^>G!SV!oQZ
zP~2BFF?7P;jI;6IKV40KIZ4U=kfg?>=NBB!KQ`W+fA016i$`O9g70sRe=e7Q=Wfl{
z(<Zj(!t?!1wNJf_t_pd!D7>R!^WDSY@6T8td}*rsy7esU%jOiOX7Nu~4^Ma6SM_`K
z-ibG_R|+n)5pa{WYCUdJ?&TwF|M{FI)AC&DdYP$v{U+P-zny%u;&_OQk9d`n>zX~x
zD*LL!*&|nR^8NNd`+WL`tNnlX{F}3v@ymTpx&CGA`t2(CmE&y>#4IQlkKcPT+(yD-
zzfMEr`gyNX^z&OM>zRB}iT_*iDm-by&U5~u>YMaey=mRPElcFadHdz3kKKr33pMp#
zHzmV_KYw1f&DB}yny*h99N+Zx?Y#4euhZm%6B~n*USyu&dcr7o&nJ9G_X*+6|38SO
z?oI8|dC)nzeS609_YarXi>B6^cey{CG|lRH`PvVm<r=Rg9X;##Q}-6#`X4yutK79+
zv)iwyiKb3Tl6&lXsw%$o$bo>MS1h`>lx8@HOnVeuZhUWl-==?8^7(GZE%USZE_kZy
zlZ03CE@8R;=bEpN2WQ{h6wdqU@2T3oTq{1BM62$5?5^?JUE#2N+?8V=;yt3c>Q5D4
z`gC;7*ZnS0M(%&tPn&k1H%{pj|CDLPcHtezHfid;e4~^XYnJ)CGkKHDqP5Ezxu&qs
zi*b(leEl|?{ju1PZ}ZFVFJF8A;YE*Q4|s1?ZA};Tjb1Ooa?UA%y<+d~UoneHOr+1P
zU%Ym^ZO^3Y0A0`qCEZ(9hKFnYT}so>DK}Q#>fO-p;j_%5v_o!z|MaW{U47SDqOE-l
zCoPhkop<TlZ>`XJTfgY|Z6#;(qFvh!Ro5E5oK?N&>yl8puVo>x|NTD~_+yrp*0*BO
zg$JfCIXJOB`~MP=#Zk4}a}!p?*PeZAH~a7BJztLm@|*8J8~y(N)9lRG$E&un1^ZV`
zy7{%N@^+@+agWYhC+6(m>2pBp$Q8lKJeNh^R=aNS&lg!W?b^w*N%4N77NScwtf*wm
z_4&Z<^<4VJF<u$&(7;D;Z&e9%^>;dT?{8q?e!YtI%ITT*GiS+H#wFgnvGAlF&%8|r
zwxM@wle2?6C(WIpWG=&ze(h3g&%T^3XYVhL58XLSH0CwKrJLJdhWEx4IO;RF{R*8p
zKTS+Zbl>%aA4SKa>@K${Tv}iDrKCVBA@>l&$uJwWN3ydfK0Z0?h>ib#uYYRmL<%)7
zuIEdx*{bw1e7e2cudAsQagO_EJuYujQ#!gYW0DBZwO<Y)^^t~lj`7xh`@KRWqQ9&T
z$<UWxuQ|`!bN{Qb$ybkAw6Hp8bA4HzVv+SL^o{jrhQF(XCfGH+Gmx6Pc6)SmWZu->
z1yx<k;?H^>G`cFj$;x-qvslh@kE5DVH<t*U)(zzJ@eG@$zaU<A`ML6iFIV<lR&qYC
zwed`<2M5cX&75<7gl~S#HC1fZG~XuyTfg6X8XtPoeQG7I*3}7Of8OlNb8uMuxS*ka
zYnpT|f0ok!RjKQLEaq4-`Fu{YYwmKhsfoXoT;KF?aj#yof~{u;-}{IQU2~>Q_2^@c
z4Aiy@dk|lGC{o?~Yq<209hw!)*1exf_FH!@bXf2zqJW9F@{`z;_|*4DG}F=zYNzqf
zT@=K7DWv+%A7QKiuV&b1e-3{VKli2dk0p~Lty`<tEBwzoyLf8Q1izc@s?UGu<S4m`
zZaKRD)-CDsZx45z@Cq?+Ij*<EH(<(!gb2kmU#6w3N{Hr-x84zd{jdN3SDX4*Et&G%
zmhIZCuV<nkZnflpGHu_B6&BYOPIcy)eOjX-o9E1GsnoRA{)ct-#bV3U+36qpg^Ewz
zve9s5SumCF+L9$j|6S#myy$P))wf$@$C1Bw8NroN%U;QesI3avqheyaqLOz-rEPG=
z+PnOx1Q$-SJS_g4*DZ{NrTv)f9~sxSv#0&EZm#X}<uhk{7n_!J+htb3#A$aEx~j$3
zr0Z3F4i}xXtFy-3e7{zVW7xJE%g@!^FW$8GwC|_8`<61xM%g{e{d8AmqQ3d5D8sNM
zRgRRM%O7~J%lz=$&SBr~={_qopXE<@-}U9|CjWi6uj^{qe!kyPGyPPi>d$q8FS0(x
za>aDNY1I7``@a6S(5G0V$kjqKr}lifKJk6u=H<WZC%-ql|77?7MNf7=elsWk{*&Fe
zV#_*ezE824#i#ly)+_n9+Wo(3_iZ;7oxkg4{@Him?gRIq?0&nS;b)%h`T6|!Og~?-
zzo{^fRaM_%s)2&H?sVf*XI)k)zu9`EPTC-VL#?d*-s!m0$;F&|Ti+J{JF;bhqUL3;
zmysS05$BJTstIwjop~bC&fV4gRPEK1w|_Xes>Bz(HcOfAtZ}-dS-AAYxoLNduE#%j
z^obTYDdzK8qp6>3k-XDE-bbHzsc+t9&E5Y!R8;;$&0*~c0W)>2ntco{i|-b-O)We3
zym)`kir8ZPY5xBW(l0OMZrg5d(3fQq(X?#sL+%FxX9O5GKPV1OkS;xP@yV+xQ)eh~
zb$#6<Aa_!F+3|IAKWd#$eo?KwXU?nVCN+*}60AHaukxP8uI5mZP%zmsH74l{ugFp1
zN_k$j=tGTpXY@`xPmygYJ}4b`d4mI+)v}5xzAYaOpG+yKd#M&+{bWMp-%e>>^Y=$>
zZvKooskY|S!Ltwixbx<;@Puh`J>KWbdquX9T_-&_cS6&Q)QN}XxmNyBoOzqg=5Vgj
zC#eOTdW$|u*yJ4vx|LwKDfU*m=!V%b5eZrC;=2OmgjTSJo{5@xC)6d$`KCvXP-Gx$
zWcJ<Km$$Zb`G|)8U#uN0vNw6c8m`%Hl~xBI&f{VZc8pk)Xk(*d(6x5i3!90;ov9O-
zPESz`o+5s=%GS`e>X7Jllh^TGnLLqG8NM*yZg#Q_N|V;|F;|)M>fk-$t8SBS+U)pY
zyvkYg=Ihdsb@S4)V~wtE-F!`dq1VNATlai_Cl&IZ*|bROH+%gTm7e9>-X*GUG1T~8
zmon+W#51>^t-JL8H3MI1gyheAy^XDYpPq}_um79Ou;1m+mRo}Fca*o?J!ISZ6SOgA
zp{4N*CbRy_lUbiUGJgLmX<z7_3rAPn`yv>7X6dZ_2^#-Alx}Hqe0>z7w%6(Rtt-YM
z$9$Z3ukA^6oA~HvQtBH2@EZZgo_$G}>h;y$@5}>R&0po($&x=UF4nLw>*>w>U(;&z
z>|>Un9{W{o_xt;uB%|Y=aZlZtb>H=h`%k?e>aUU<rFVJ1zjf{Cx37AwnqL>L;Cgd^
zara8A9^Tk9iE0I+QW4jV8rfb^-WBm<N~E*)qP6GsFCF!JdG}lCM%jxM%^YbGQIoe_
z&OG~fe->Br_J7PDlwAxC7dXvLy2!dOq;GYmT0o%W|K+C&zom;DoGf_uM`!GY5A$a3
zobtQQectqWED`g+Fi-pLo4|E;%5sOSSxXm-%xrj)q7cKq>hYb<W|`fW3??lRikivG
za``oTfP{_XVWmWu(~34LuNS+|^Hctw<FG>f`7L8^tFMg_Yu7F3Tk@1|OB_QXtH6n)
z$G_ezO1isZSw||Pq(!jM)ip7Pc+REBoI9m@=7Edk|ArqA9R8&L>=O39e6jm~jah%l
z3-c;#Ew>m(nOINz<%i!e_bv&mo#P>5EByRi;wHhmiK1IY&74jh%A9NWd`-c^uy-1I
z(-mJYD%`JpR5<q1aZ&&K_t~$x?hpGI^2A!t^<P_;dTfUG$DD;FucANxVLEEOdd9(p
znob4VMbFPkT`TH8@p;*D=`5LE-wSu$-=BJV@=|M4G-qLnfA8d}o;eQ>^0I!fy}|pm
z&>^5<J`ZP@W2A}m+*wO2wr;ZgXT49am-m90V|R6Lw&ueGj;~$;$LeMG%kO#5wN*5q
zvH0%xo5m|%zh*Ni%vXJ1H0gWxs_7iN+q6tuoO<=<8#y+=EM2%Yf;D0N%D7tj)60Li
zf3m*#{Cs?U?7^g83~5Ogc6;{z+;Vr-%by&7?(Dw){ZGo|&rj1Q-qA7VT4+(Yy&-?f
zl)qtNkG37CIV3anlu+(UFB_h{nWfV|*#4^d#*!2KR%YRcmf(a6`Ah6>x4w6ZcfTmI
zTN(2E<lZH*^93)v{B>b?`|?3Z+VMw!Hg$S!J;t8>x$X0h#nS60J^r#@Y`0R{+U3dN
zGdI7SdE@Ghc`Y0MR~~imR$U|{P!OPYZ@uxp=h^eN6^8JA*w?Scn|wX`{kG-F;a`0J
zuefnF{Fz|y>&B~X2a>|is|m^W$DVXqq$m5WT~+9z?DWU`Ehc8@m$9DMANR&9a#MYg
z(nVkSL(|oSSml|1x}LH(nD~ObmZQGkWzph;tN&O0{?BNr{eKZxYF<ilNl|KIE{Fv>
z9^b@F!GNf9@(oQ)j0{oF$*(=#^~R_8?Vfo~kC|^SSrXz^#ngO|`F8VX2I;<fpREro
z9$haF-72zCDa@nv?Y-^)9yH%tUFw_acC6I3ZndiU|Kb&uRoahj{CCbg_Ahsh<@TMG
z_E*a4UVnNiFZ<~D;r;UezJB=6|2BHxpX({V6zf;z)=A&4l)Ifa>(}->^XvT1_J4Q2
zXZLgef8`&qfA(yPt6TObY}wQGwci=H<}VcpvG>cZlVSSu>7DqB>er_}UCG_<<Q#i`
zs`va0nNfUmrZfAm|MKzpyR|9obI(n^-=(FpT;U4q^RoQPBKA|lCyZYT%sDspx&NnU
z$C>w}o9n7S|Jph&F!4!|DdX{7GS@___w4CWm@a($ocyzPfe9O5b;?Z%pWe=%@-t_;
z<7@lA>7B(kiO$>k+#=7ft-B&{Dg6EYWsfdwii_MI7P&rK&98FylLJpn+rB<5wc~j$
zJ*zXg(n?b$xi>(3j`sOA<`Y9zCY+gYc_s7OK1cCuQ*4dGZ8xrwU%c-8w7V*+U*C8j
zB6&SgydY|RfE>?+uy-dE6i$oJ^5}_qXCcbXv?+#BKz2^yTz4Z@_qk1{6HZw_%1PVs
zDkx>i>@P>o@oue&{^?LuIP=bQVfUGzK6%|eKGW){=%)A-*WX{o&mFtxE8nUYyictC
zQIX`etv0Qn*7?2Lr*-E^k*xhGSGV$i4pZLOwUn^NertPleaRV~y)mc$WG$aO`JH6d
zigywk8&>lizH#v7YlBk(D{|T=Grf8I<z{|^^o<wu-##wcTc=rbo<sWM-Q6emPL}Nd
zdbjXJ$dQ-VQuy9l*Lxlb*(J4O^5xS{+!+letZFrCd5^l>ni;?K!|v1liy2D~<Tc!3
z{TjVB@3)T<N5Roo#*Z3Hr>dI>JX1DWrQEHoJRxt}e~Ul+yOnmVKYi8D<v=8>jsD*}
z8|~?LUq-24EsztikJ_`Q>gC6xxuKqS53OD?!@W5E$o1v>JZs<n?sqK+Yk0oBYS-C2
z_N(^k*@vpI2YflbK15U{lI8l7(4!`6?*FaXbx3)I<?HYBt~-Biyj6Dhjh@h?#OAA+
z!k?G_-YafUQO^3-tG&52Z=O$2XV~AKZ11ZNIkz=<wk=sNSG;)pq14zqg?T0SF9jZ}
z<$a=YYEqr7`>%UH9ww^&^xXWJ`P#GG&3jh;47ZCb`=O=myM3{?+pHT3`?pWL)>!&w
z&%`#hV71e)+?3C*ermM6K2v!u%dF&#CA#@vUrS{kz3bBUv{IV4UG_j>=%e)I34e~7
z-TGvkxA`JhjmLXiCh6RtG7Wp~xh<ag{rHUx*&N<2x&LpO%`)7y?~Ysd8Loh)e@@c5
zl1trlww!oy^!@YgFXJz}?e^rCX}ii}{krk_@tou8UmboV-_KRxRJB;N$dS$KY0<<M
zCDVmIx=GW*1p}?lyUjQ!xQu_vhI?B!iA;*NU(-6j=gQFob6)M4bzpvC_N5KCzfXNB
zeB#j=uPHwn8uTvztq2J9xUQM;V^>M~cI_IU+K)ATtNYe0c-PFZ(sa5ycdgCCPX<kL
zyb<cGPybk5j9oQ9C^_X5mqs&JN6yD8rG`%>1*;MYnAdxsp1~26Xudn&?OgU5{zLWt
z=TFRxk=<dr=JG;zc9xvtjK=l9XRg?|K`~e2L&b`u<hw`yyu7$@iK#}~Tz%GivG+HB
zm+%sBW!|6AC@At+wd%uzoz5Ckn-flGSy&xA=j6uqqEVnL%k{+>zw0Ji&hAX2f7oZb
zznV8Q_SwtFuX2ske}10+rsTzK&az!kd2UQ?y8Avk{FQBu&Egcd<$^Lff^2zi+jf8H
z;;5XNY#VyIfAi{4eSIY{Hc2zKpD%h!-Y8~WO}-h{uOpscXm(neyQ_KWujxDv43f*`
z798ytak{6nt9TLL+Yi_HKilvw@4RKZa+0q7f2-?rY#7h1OVx4M7|81p=W$O^VExf#
z5u2i`mGxYEHhP^|v^jQ9=qAZ8bKRp1p4n<V+q*|udAji46Pio%#6?rAEL_9q{P>X~
z*(qNT=y;*)<w?QAd@c?b{H=EWWNp0l^ebbaWM_2t>$_49f|oq-Z0?l*WMm<^fAK}W
z?7Ed1U*g}qtWc7Yt+x6S{nv6{-@^RsM~+$6$84W1e>W`h_UA>SQ!T%gh~zupTP9Rj
zVb$jFm-~;rf3?*fv3UxQGa6?_7c;iiRlWXIIj`7we)19dcYWUv2i&^4hvm<U!p?{D
z*Kcmo-2Nf+-0QV{74gmYP18@cH(j5*K2T3-xAu8=&)3WDeSNxe&1t*#*-`4>kKXM!
zbK#JV2|l`NKW8*Yn7A<O+sfE8?WT_YGaV0pbUXHUSH!u029EEp9+fy~y-6?ZZuDX6
zS1L&YYAni)dTht4%j8#tvtQ9))xEa*Mf~#aiTA$l(Q^~e$~(amvu}~4m8hwk_+{t$
zSB{3{#9ciqa_{=lRpFXv%l~(saj2Pjv(jSDcY}aEdDo7v`p?m**LLVTTkeDV|6Wd*
zU2pgI|NQo_1ND|`R5hJnUcdY8%|h$=U9Zp0I;0S-|KR(SB|NDCbDc^WufKh4RmtVN
zqhGkI>E$WAbxMz)zj@q0WyytAy_@H<OsqYjyh5zNlgsA#0qrF7?U`loT6w>-zF)KH
z_o;K{hdb{zW^JCk>i(~$yC1SVxm<&|tY!4Ln%(@5?2Z3ZBT=De8gR6sl+n4=+>vAR
z+$&1!|EYbSzU0SOCXQ)Ku6+G`<!fPWS4{6Rj^7ROv)*0V^zn#gKu-ZvNU`c&&wEj6
zd;F9t3N6<>@n!K2>XObfVE^tNWWu5U(r<}4>&4rrv%lRA=D##IZGFMQu)ddmYv*r^
ze(ASebKVz?W7lql+mz0%TldJ*vX^u1LHo#$S2{lPcBM<ptlHda^li^0N!KmPM~yeV
zsgFK-dG(BA3x7^{bkn+1RC}J1=ldX=^LZ;0<7(X=*jZ^$|GHMz@BfRr(I+3hnkThH
zErok~p2ptykMmYUUGIAJT)D|H?&`W<U4jQ=zkcQSxmF)nd-Tdr->;&ZJ~W5CiPl=R
ze&u@WlfM>SNZRyo-!H9`zjnXM=KOXgpmyqq=ghBOUsrqmyQW$Ha@=~=*Zz4*wPl<B
zt^4+?X4Afm^}kuKE?R9Ql(ByI$zSy|zeO3{{~lfa_vWqDZQs-M&u(+Rkz4R0e(Byg
z?nHLhtEY>13T)#yvt6?HUE2oLlFtzwzvmpPxF-Mn(wV!P72li{al5i<{>f|n!4le6
zF6b>fmGXKu!*0QBgErpwq@7o0ZSR#xky75%HGksLWjm|;<>xE?{oy66vax^F3%`Fe
znNF-Jakze5HdJ<5x=H_u44&S(d!37Ij|Yb+%xGOB=ISvaOCxngfo7B~bI!Y8XP7%C
zoJyU$*vg7|1<T<zTB%R}WbSzD(e@(ObKc|`C9%7O_-y7rvD~@8ZKD3>%13d=7oSOL
z$aT&2zkYLZyV#A%*SwR?>fVVpKKyl_<F*}1D_WFxz0+s5*6!l^=Be)YaKaX!-wVt(
zJ*ZXmc4&`FdK{uE^nQo#)PGK<JqlIV>tzCdM(2I1bC|uO>fs8v*)}UrX0)X+>2AxI
ztHpEwvPz$_&E@6CKQ6!cXNINKyQv|zA^Gg~vuAnlb#!lE#J2kB!->{R2_gS09w}a9
zTfUg>N)^A@3pqh^mQ5ZdJU{bm*KeBeeEYjM6K2ic`6c_+?a4xJaw4ZD3bh<KF;!~C
zH}PQSi;iXPf0h`ox*DA!S5mjb`Alu|waU6ahHqyqgp3XxY+(o~VOVjqbHlb%9^3p*
zoVf8VWKN?Mqq?-*))?zU4{}+P6B#!pt@yHv;Z!uQmVmO)y^uMUt(TTQG30t$Za!_3
zW1520DW#n!-^)wi>^K$U94Opm^gm=n(_G)uPY0Ru>mG<lu|2fQFL)_dn`xu_=3%bI
z+7BD;wrwzMPn7jGI~C%xC|=cZ&EDk4^J^q-uHwD=`V8CZMj3sZ_rhV7?{9C)h+WN|
z?DRYT+x?q48qF~tnllb`I20+&k}mL^BkU%7kv(><F{{uK?Zjh~+GGyjyw9Q8HO*W4
zu({8tZ^yFxl5R+Eb39)YEN<)SUckea@mF;DhKBD;(~tFtSbXT6{q){f)A`|7Jx%rR
zu3Bopy)f-l-=@2{?$@68q<Pu1rZfq=R(XYPP6)UY9G<v4(z50L_KZ~Xj{h91Ul*~+
zMlNc4Ts7tU!Ubi#RU2b?jG9ynZ>TTX{MfK3<;#<)?@YflJ1Yc#e9RF&Wlog(?@6CT
zEczHu&ES>d?A)+w_MJCwYhOJ7!jW~tHF-;}y7*_dB*t{Vujg1q3}q`0ADy?Ts>O_}
zV?i*_v*TKqcy3f>i^jIsEtHu1XPxT3?fHi@WBosSZx1k%x^PP3=J)A4&gdTO$=z!-
z>C8!ufbfZ(XKb`o7hlo45v<hM<@a6hlk|e5y?6d*1Qu<VN_Y9XkL|I$Z_Mr43Qyw~
zD(Sa;>!>>PJb}ma^Y0%byWYO|ch=8A=Ie>M3E%R&rZYeLmOt~|mm`cv7u?>jI&aQj
zwGMCpBa9Wh6CS=gH97T|^|{5T*S_leC7rRRj`iO1jc$Sk0e<zRQ@5`F^ZIm1nEdg7
zH?^|AF3NXKU21YuKP<AEmuG5vWy`fv0hbMjrkXWHFaJDW*Z8`UUxD$=&KoJox?k#|
zey>gb^6nH1r?<KI4c3!>g+cbdKW{5sxfVPj@T$<!#l}rvojdQ(Fq<winft!!&Ne01
zIZNYLYR0(-iCzib(#X`c;(Ai>5rdYMrku^wik~`m88~|`ZT1bl?U>XsIjpIyl~3kJ
z%;GfB^avFVw}6HEoN;dZypKsg?TX<pY&f||PUE`U`MobRHcVm+z5Z5-f%)h26Gxad
z4Xb)BPGoP8j+*c~`_5qz*&jD1-gwP#vsx<Y(*<{(t}tyE<L!##$1gE+YAHrWHO^eg
zXfgNAs;e5m`R_<w{^h}FblBr%{l5~U@BroY?^f@6arwpknB{(oMH-81MEWd6?wNAk
z6F1_^Jb!>;+H)&IEpfN~PXepV1G_gi)tWGfZ3_8tZqGc2*YD@FGzcg!U1c`oz^REV
zVqbjPAtL5HIktzhwIr&=@{VKD8HqPO2~Rs$9~Ty6S`<9<_465`v$^L6W;b?f%T1f}
z_OOH^XWkYa{Wsc+F2*NanR}pHDd6McuC!0Fv%g!^?J2g+z4!F34F8;E_q)C(CCtC@
zF~NfI>W+&XJa2o{el<_x{2^MM&ypCG%%J#l@uGYCXIONkJKuaU@xq)HhuEd>9qcnu
zj!~Q$(fYc`RYuNJf!|GCN=B}O<DkS+ov8hrjn{9ER6HY4YNNuJ`YI&gu9A=VPW{Vy
zb+gY|y|294qo2hTwD>{gf&ENhs$Yvp9o}j7YTK@Nmz6CyiyrdT@Xh*vNU8Ip;IdTi
zpTU#wn+G|}&YEZYaPp>UhHNj_i9Y_u`1YirD~sL!WnYiJ$Pf~6w~unzzBoU0;YzNE
zUneS8#xzgeIpIsLP@UUdEgs|kLqd+`d`Bd%%DDK<i~eu7;l8ZF<KEDSwnr5lcRn1q
zHokAAx#rdU*Xt)c2u?`%l+ihKQpVzulbqb-Wifk}uL^y6%a>(kV}B+`=sW?ZB#th>
zr8^@g@8@<e?RhGccIN6PR?El9vTVzC9o(`(gH>m?=(YDvzXBJ$N!rWr@cOa?XL);8
z<N8I1{zS>V^>mMBN>mSsD-^q_e!(h<q0!Aq(0sx@=ld<(Np|N%L)f3klt+{W&NvYn
zn{71NxVZGZR6)~A4JUJvP7c0TeFyHETf~0*e^TerQ_bcxvLa!1_oNi(TUtnJF6`gA
z^;}WL%LWtek0&-K)_J`8G&x0lrsHp+$Ie$`S4e-(V+<>0o4~{1RaGLs#K+k)=y{DB
zbLtw=il`39-&2?jF52FAW!Cjnc<Xb;J^#e*kPT0#TKR_0?{cr1TlblH^Mh$SZwfEW
zpP?pgxV1`JY{DV+rnDH(r(dIQq)lmxJbRB{Kwffpue@!jtjPq)gFg=&Rn1ZEILr~B
zzJOmhK7hBRK$ENW$&E@Ew}|HwJfGgAM74xmDEr&6Gco4ayT1qOem!pd`)|%&foIkR
z2S0pdD0H*Wny|_EgUllXgUNqC^zTkxD7JO_!<9b*AL*2Z>{H{H?48U#RoM7gbEQ?|
z%$NMP7s?!~{<L|kO5o4qsWpu6u75otEvnvJ;3*ZACb)ARzlZhoCGNtvpS_r2^t8E7
zQ%$YHcV^g3OLLAsm)j-(CopHfn8FtlxhF2{b6K+4y=C*Yow#PdnxHIf=^_!iu1iSz
zS#6l)Q%(j3=Ciy^&*nWebPDNmFp*_Rer{u_pfx@H$t$tl*Pd+f<*K(Syso*Y(`3S$
zeUmLZ_-;Hnb3|UycI({o2#NcZYTo(!fsDtkbC(<qEmeHEN?EO6{MjkqyBbF{Q=@Kv
zmy2r9{jJ<*zW-zH1n!=2b+2TOsrjEeWwsx<Y9_hD^<>-QrOxIv4rNVYd%?EsJ73A)
z1AjZ^m|B~B;)7F!)2${hx9&1B)BEqreBrfJ5PKebh;%?m?`hwwZ8M*LJu^wIPm6{1
z+^^#a1`fabOg}x)Tz4h;nL^BKBVG-IO&?cRxhFNx4CLG#x<bNEG2Lm3_Y9?Lt#=bP
z*8VWyxbySk3%NHzrO%4ucU_yCdMSwa^NM{^DT`Pp^uOH|DVDNvO}^w3gXnlOt6paQ
z?FUQ3XEizc2$s6UXuI#s>^<G|cGG@=w1ciG-kJ%~MwNMYHm~0Lce#nA8-Hk{qi5r{
zcZ@Zn+Lku9zm}>@Z~1xocwW9p$<vt`*W;2D_+}(6TQE`R(*^G7kNhNMZRZvqStz>f
zb?sd79l{!H!ZKnusef2ajNEvN?B%v7b(S7E@o#~}bZK6;Sq;$_9q%$~|J7Z=$E0U}
z&e}y~!hKyYPIb+mz!~CSUX{t*pTRuwXjT!I$ODlT`^#FB4D6ED9b7Xh?@@e~$368Q
zub=MT;%v<S^JE*(>l>}F7~Zm;6m7WvChlm8lECu4@BLO3x}37{GyeQ!-eN}Q1+V66
za_n8Sx&P;7O>;-X>fb98<>h!-+;cbZpLt<@LDHB}w^eAtmpGR^)AA!W6DCf%x}fCH
zsap!SEA!)8PXC!E|J|?n?B?2iW%Hjzc=WlXoPF`i_l=SNn>zn##dBWBZaC$z>UGHJ
z3qP+Kp7lS#B#<(F(Pz`Q6BiwKUFIlPzu?n@Z*~p)6TV1sJI(ujaY+$-Nn&DIx!4Mq
z?3pXIgm%fUa5$O$M$r4V$cqWVONv-GE3oeQ92R|7ccFpA#;et(#+S}z{CL0eyn~Kb
z*#Z8`O~+JkYa0qCB-pQ?aB}+x#qicIuX$YLlg?e;bEQ$pFL<HX1Get-T+7!yOrP8I
z+epfBLM7XCCf0tr7mJlOd6<&IK0G<k+f{n2;QN8A8m}(D36)$ff3D_%(F(=Ga~A$v
zS(jkMYnv`??r`?R&x><%<h`6H#9bHsvg6)0X2w$P|C0h2E#O~qZ?`?)+IRh_ypQY4
zSKhPx+oyN+YW|i+|HD4%K2Mgt`JtEO#eLz+B)zK#8~7KtCnj9-|FT~1{;$`&L*`fC
z)%kO;c%^^os?N|`d#}vWJbaqXu5A9J1Mlz8Xgg~+bKO!F6YtoA2c7$r?5y{No>D%4
zv;BO^-z6HtMg=0v3|`*d|N8g>|CxMq=ALo+?v^rPQF-a^gnMgJ`mC2tXmjv6+BAEI
zf11~U_X{(-9c7yr?da6^Z@79oP>^4xb<OvwjR!xR{&f6cR$f!k0zHpgYr_)bE=>G-
zcp~rli(1~NHI=j7X8qDxoRm_k_^QC?_go*n51*`A+!v&r`Iq@bc=z#j!m>MR<_dl}
zeDCf-pS7LO9~@b?O7qJ)X3ff(Zyuz}u93W>yeRbIv_96jNjaC;qq72J<pr+nOo^X=
zX|lzM`8(#FTpOPx;v!wQbA#vq)QPjpGSqZ4+umeySM2eh(>KB8XH0sRh~R&gmCm;p
z@GRhJS<qyqb$};0@|kb<0YmGGxz9Ng9MY@|yjweYnYDZb3yNAi<<uuU`Q_U*F=@~B
zIVbl%yvWy)a-ToYMvGO(P&1*!(C)WLz%+^Wx$F9Bt9s9H%YOZ3b8+?Z1&+C|n!cUl
zZ`VEkFW2re-&g$vv1*IyD<`e8x+tplefhKVsbbpio<{DzpCI<x?wfzQ*y{=z%ZuO2
z(hNWF|9m@1aP}_UB7qr4_e?iR5nDWI{WIekN1Z-o&p6t)@<rPZldFOgol>Q$)>s>z
zNxJ0xRNbKa?au&1{e@qT?Yhe~AyS8(b-&@}h>yEhcSr2)i0rxJcx?Wkc7twRarZPs
z&!oDB$e!=h7p!`-@2T1AzF)VC9`fBgJZWDa_w+^U&-Twh-zt5!!k2kv%T7uC`yUzg
zV&>19|1V4L&aB&|fqM_^%f1=g_FLi`Lr}<WwbIMHGwwD#ioe(zb*Ev`JW1x;0?7~B
znVaMJ@1)ro|J(nUIdkc*GcxZ(Eu_M#WQ!Qm^A&mT>`vg2w&RtFkXxa1AnVWC%esL+
zqUR2CI0+pM>+IU(wZ&IM*JgRWa9W3CcKC+h)4bMOt~`Hf32Tj}l|$0kl7nsXSL9eW
z^;~{!@Ql4xS%CeElE@nA`zi|?o!APx8)gb8o<4b;S>VNQ8$l1XNP*}pH&TB`6&T70
zoLa_X)omIO+E%ytfbI0n((#)O#f9ZAbXB>0pZqHG@png$Ae;V&dJiwiPMRYk{Cvrd
z(0K3a8>V;vW!>*(;PUx(<Vfr>ZNWsNHxr-gaa@1-%4D~<&X&8Uc6~Wp`}=I|?!}Ah
zitpPkTeR)(EzXZ?7RBk=?AfEKl+EsM5!xKJ^~TCq{<>c*RJ~YrUfiFvOm@u$JNcaf
zwHln^K_cA`ef}QUELU8?_QEf8P3ehK_w?;T+^Wiyj4V~(u&*typVjVa;_-Hp|7xxi
zQx=QQHR7H0Jtx1?w(^Xw2kRuqyEi_^oxfE&YwM@u+f{zud-5rM`^mpK_CEYkPcGL<
z6gDK!iFKGL_j0Ah?)Eu%*FJmG{rHWe*ah3dZ%=n7<(QwF_n9qdT}WrHPvjI%iS*}9
z(;Ld~CtN(_<#;XakVSRx(wO(M#V;DZtyI%Hw{AsViLIqm^Y?w#TYFAPD#guIzudfW
zozV&1f)|_I`pQmd?fs^gW|OD+V#b#Ko3bpE?^g0H_<#7xOTI??hTcEbS`O~|ObyeQ
zv)EZ#A8GXWF7a7(tz_xNdGR`iUxSzq)jm!XoF{s>ST#3p_0>~VmKvc9PU}wQZ+7hL
z=8P_4JS^y7ASHCULiXT7nImG&5-q`UZC>ot_SkZjcD1ekbyNC^$kEJefp)Fx7Y}XP
z*U`J|>#Kx0Z_g~<wCrQf9K{f|V-IHSUSz?l8ejMD)u$CD=M7fOdirK}ODbdC^!H`$
z@(Wg2-+#-uUPZNbyS2&U+kd*=^1U|5$at0cdZCrUDbpk&ug$_@*Gk!T>9NTz^hjsi
zspTLLJxyDVF;LwsyL1hQ>&08^f0<9uIPvud`zpqOL(hea*pfCD#02g&&u}=xy3v1f
zs9wL(&sen=8Y1ccS$cJy^_KoKOszfhdfDf8t=Hz7A8wzrQg>T?N<b*BcIPHOwcqO(
ztm$8~({Ayae!l}MD-_I5?FxUGf8q50u*mNRYs_Or((7Czr}IyjO`2MI(`o<IuhlK7
z-PS)>YjfBs-w@S$Eo^z6E7M{A@-@yIURS2hHJq`)=(FlwH}mHnr@t5KK0A}W=u)%O
zd;tlykkk4pqB5e)zrLQVZLs#@Kf=|uVa1mN%gaPh{dY<{YWv}w_-9djW=o~)Bb&~x
zEqA-c<gR4BW6lY_8G-H2St6S+|5$bD%xjCVS5pdXe5|Ad)z;g+e8qSs{l4$4)a`#V
z7wvfV(os$HfUEwq)*~krH=f#d>FM4T6U;I~Ls#tE*?5nk^QOV0fb4{tWeRt-jqY4o
z^6Tp=&sQN^zh>2X-B~`{Ls!^1YSv#~ex8iZw0hCiSDAS0C2sKuZA<)IQW<}0w<D{(
zz{HTbyw_u#j?Ikv5&qhLQ)B^0_D!>=Z)W+FT~-M7+_Ghr+A7|KD{_;$*cLq!{Nwuc
z*0;O)|4olNU!OEJaEFJ{R0IFY$A@+ATO{UAJZZ1e)W5j*U68(Q@y`uaCLZEuwV}(;
zNJ#j#W=bFU>Je<U?8X@%d0~MgX}j6n><Z4O^;f?+v**jx+D+9P)7qa;`qXz{*NZhm
z^F*J4{)wYA1FLHNb0?iq;^fc?>XH2Ekh$Zy^ORo`o8r1O6V}%{e3*a!%{kt?pKs~E
zb*-|SH2rYA>GK-tECY2ZzBwnSaGco8V$v(XI{VHW>6g2c&f7AyZirEH?<tMk@buqe
zwTbD=w{SMSk#~Ig@M6jxW(kRn2fd<?Y1_WBot?&8T7S`HXX-nXY3=`4t9iu<&e349
zGYH&t_(^jAlQ%1u<+@p@=grlyDp)^T!}y6yO}N*(%UXY*O`Wv<{Ds{+gFbZ|eW{!7
zb+R%j`0etg3pYP{#=HH#K5y(D_eb+S?6lA*P_F##nfXFmvEsecqa~l`N!cWG%&V;k
zP@8FNpL3(u&civ}xcbzuMU(9fe4OY1Y&74tIr{R2^6xv2-%(Ar&eSNZS;b<^YUS%B
z&;QeL((4nu_npb8+O>Z9(X-1_f64PNv;U^`R4{tIiK~%VAnzoeCto)`DEjwwVwbc~
zM*G_D>*gG&+gHgTox`Qax$WhFXTojAWp??6t&u;z)@BiJ;Clg9HT$xsKKJb&wQ;dJ
zB=pY`xz91V@&9qfq@vp6bLC1NwXoa>@~^z!^)hAVo&}QI#U~tJA@gs?#bzfZm0I_J
zFS!#6*4+NGP{N)+#WFQwvfXq6>r<<f3<@S$JA7zi{w^x-p~zL0Q{T~h=y0fqlN|rS
zP4;<fs`B>Eb@N(s#Wj74O~?5cu_-shE>}fMD6&rsJ0!i+X>!zCfkw8HCjWp_aw{4?
zuL`@R(47*wR*{8EX+fmQ)lXrf5tH4&A9MRXO@79lXvb;YR)IUq51df>wmA2sipI)A
z%F?`xOTSi`F#4)j_Q<|ozWj&HB3;?UU!D!BQ={5?6EsRE%Ze30-Y~;<38&+H7VSMZ
z6~AYRs!M8~E!^+4nO``i+@#u#>Fm87K`fuwP4P0SX?Y{@ZGFy8UzXFW-d6KVTlm$O
z`I`0??qy`)+v9X{<^-8nn**dTud88X_idjn_JX@<*#n16Eyo6h7yae2N57Tz^?KCJ
z>#9Aw_<U;8d-iS2P4@yN8hd+1Bpu}oG^Q9d-skz%^ZaW?ykvvS#W_k`#hE*uGJNhS
z%X(Eybx$ss;ccv4{`>OU&E4fbF{ckSzX|`^^5cqeE8FSs)33|sf8e@uLR3ar>$TCx
zw7gX&hkasuzsrQSoL$EFsOam=-)+8g(oLh{<loQrRS34?7yYf|c(&_>OH|hOJLb!H
zvn^fCg|77Hx-5Nrw6%Ixmj22s5+zR}pBOL7w~8{Kz2Jer_*tz(DVsAwm%iR4>vBWO
zCGbG+LglS9n3o=Bejeb;dv&SCqEp$8$5*ZscQy=**xwy^#(?cK%fWN6A15xqed^h>
zSm70yMa_NuPp(=ZnEQ;^FoN&nI<X)3oM)9hSjp0*72hNl81l2_+OZ{1^xtoFb$>cr
zQL;<R-=oynb?TWZ3dbc?`=*En{3}n^T(!q^mQ&ZN1HrpJ1DA#^i4&QA;MdW|Cn~0-
z%-N=~YRlU%Z$&~)t<P{Q?meS)>=EBCkHD##l7?>sLyqQd;Qcx!!=`8Emk9j@4jp^D
z7Og5-F8fzTAZPaFXgg8ozD0NSxp*(J-${8N@cm9*#s+RNrdiV)%TKkio%G!&EA{5d
zr~T0x0^ygvoto_;uP@`#xqon%i##{)s_0gcB>jmyu2#CN`;d{bp`<(S&fINx3;+I1
zZ()1-tY=OBf6;}G`S%~*W1e+o&pSiwg^mKtm93K`?(}lMx>Bd4_u}QsI9YL(r;B%b
z`5*P`PJi6Qc>d+-ODnwN?e)y&i7hahP?z|3^?F0s>^oQXSGBu5IuvGb_KHa7tN2>o
z+=$}STX+6p`m=cF>VKhkQjgvY*!HiKvHW#>bi0Z9_5EpDGUm}2*M42U%zMioiLW0j
z6aQvwcF&59TUh&ZWA9e|_uln!zaQ=R@;oCx(4tJ)&^vc>`<C?wZ)?BI<f_(V*>`Qr
z!>(_l=D9Z(Z}^|`)>~VAT~_?n!}FKc&b@ZsYwkC#x7vF(q`xhdn&FbQ_g8r=^W?QE
zhvcpvxNz~&*0mnY-A&wfnh!QD-nhu@C!@Qze5rvJ!;One&9u~?N*9PIty=o#hjfAE
z)3B*eeC{U%M15s_Y<9o7N-bm&FXPj{4j~fE)o--b_n8D(&$O_fFDP?L`{?9-?~JtO
zU0L{~>(t}KWsicIPu}(yDYZ&I%KP5M@n2`wz1i|nrJT_>j%-SNvTM?*hX+r02R?q;
z=zV%&mC)6Ho&Ae{R3vadxZ<*P{wnMBVgC2leXCD9RlRaKYe62L$$XXne`2f>L~=Z4
z$h1UqzP46A^=mI{YKeh_Ktsegw!Uc$EthY;xbI{C*lSI>NBg1n<6d?<4%yyc-Vs^$
z>u1bcuCwxUQZH9MFJ)c$tJC(}k-4s^Gb66740LwYJ|3@Hva0JWOSbRSS2L|rm(Sd3
z;`>4*<e{W<#cP8ztG=y2Z1B=xO~3Ih->SLW<}6&O85ZGfdHB}+y|ZpPNj-kC<$TK)
zO-FWxGn-Y{zAV&tnCl|A=DZLu>t$cjtGV^&ZMqxx1S$*OmTi#oUT9VM^qz~ND06q2
z`7VyS#*W(>3k<mycHH2&xFDre+NjESv*7Xx-4gFtuee?pH0R9U2Y$v+udXiHW;jjZ
zZ*y>W1q;)%xF@MszaQQ8DK$&c#A@r&h?I_Bf2@7xgdPreW$*G<{1LW!{d$(t$n&aS
zxTZYZcVu2yztaTOw%Ip&!ZfNi+YGNW9DU@s@nKQiLWP@JtXmvbKHU}-?JeOu=TW=;
zLgC|ElCKwDd4KokMqkJJezwn^!56+Mv(7&}->=}%-SRI^ujh5}CQUrgFt<EW%gXij
zgyf{38OJUgttc+s`*lGjTdnGfM>{7~UpUoxZ-RI0nVQG4S_YCex11iWX+5^=fbec+
zBWs;-!}Dh{lClC?N~R`H`}>5S=TLcDIPZ;XC3icyjX#_Xi_vG?yC=ddC3&Y$gF@D$
z_IZ+7Qj;T<-fJ*bDyU3oQ~0T}J5@NdE@8fz<e^!%N}snjc|D9b3f`w`o$~Ik{PS<0
z1aiN3F`SwFmOJmVlHJDIMltR`d%m&WOl&Cl-Sju)A+PhN-L(f7zvVs^qpD=$qs@O}
z@*4k>m*yPP(EL{(xM-5;2g4^aUpsz_yGYgiV*M@tV^-&vP5)R`g}-e6C4S)A-<f~8
zw`}5`bX7EE-W3U{xk5>D()?4tuNLlgy0c$_Lppx3%U7GOnI?;}|8nn9xRpHF@cizD
zxAdmpoDkD>^+eEtHEgLas&XOvnVH(Y^AB}cJ^3~5c;&oven-mQviy(~seI+6f6hHQ
zu428IE^D8%b<{MaeAnh%e@mEM<J4!BDK`F8aFtVM6yIRS>l*j5ZO2JZnZL@nb?)pi
zzJ6NcQ(4C6KQGNczEVw3;r&#m`_}5C#+QuuDfvn>`M2{$Oc2gJoAPs$dBBsGPpj8Y
zGqqnA{NyE1;F%d~Hi?w5ZH+5tYkthwwMRis)LNW*dT;on-k<I4ziQkkC|~D#7384$
zD=+Zht;E(pMS;r8J|4K(y=KQ<8+C<c(wA3APcMv3lvaPGy0~B><9xZLC#<>aH1|}S
ztxx_b`JUnSO1Wd(Wm5}J>}C0RX-{9ruP6h*qa7#K@AbRnuDH0zQ|aj5KW9}JIf~u%
zQxA(-{ov4~N0aV;GhMW(vg_HgE$bUYdS;ayRQ|sE&GeDRr~7+<Hm=Q5@!VPPL7V5v
z{g@J;H9Fr}KAjAxUb6R1^24bMt$CkE9zQKEn{RjgOZ)_-mHkI2E|?~3bd2>?M(wrr
zLYIFn_$VCsqbKClWVKUud3r9Awy%FWFZsjosF-r*m9tAY8?)+GHod-6nUA8^*iBvS
z7I)~?<%y@&U+8|?82WBY$B75#|3!l4-^@Syeuc7f<cZ5m?40k%9$Wreuk;YN_FeHw
zzgPmFF|2x_{qbFNNO{`-jqjAcUW^RAV(49IUG=zelYq|}cFE$7+9#Dk^8Yz?RxB@G
z&ZP2H^HWv%gkL($rBkmQpM12&YNh{FSEVg`y<R<@S!3_gyTI#}a>+igSHX9sXFG_#
zdG*qCiCyi3={%mb9cvE?e%9e{X8-n8D<$Ng;R?fELzS<ZldE4eJbxY;G{1qRxmH`J
z>V2r@uYbnbpVo!HG%Yv3v~&KI<-0-^zE_H_^gq(3;}dC@(S5pyw`azc^ogF=J!<!)
z*-j9yS)ldn+407ix46>h-CY<z`PRonE;k?9W$g-*7uQyL!(VA%Abh&vb;0Q*ZlPD@
z9<?P*1}ph*WLIB{bkBSc6MtUz?7OLaOV_=T(C-KjUh>hKi)}S?ebm7P`ZKF{BusFA
z93Nuv;&!Fh6E3!=wRW2m3M8y_GgiGmAMShZ@j;gIDH^h?H=FP*39MRHZn`r*V%hR`
zH%E=43Ny3pbKO_AOrLP;#+zWv35!lK2Ie$d-g;1^wmz$CbE)qWpP9!_TIaJ}d1AX#
zbWQSlX48DBjpugnUU2-x(`pmDCk#5rjtNgVmYQ%&)ZOUX?yXfl(^j!YUl5(nY!K?U
zX^jT+k{cQg_n-GJ)VmS8dPCVRR~z?ZTZ1pM&16{Qm-w`)<>BVrN#!S43oKjpt{>Ev
zRWsw`Ob$6M62Lrjg35wdaqFLIT}e3TtoU|TriRlz0}XfSxuwiUQhu%a)WpP>b-U!K
z67!lEHuk%_%qFtkk}i6A-@#<YjeHlkok7<Qujmv_GH27ga^Z*Di~MfsbqAj~oc?CB
zw%s#xQ4L?B@2nqvMy`sPcRrWhyk#;gpYf{8GtG?VhmGAQU9N7vzP|S~%j4;v1ZJtd
zQ561tWYc?wReq92-;Xlym7ChILa(SNan@zCCrRssI+wnv+aaDVljS+@Wy+G}rDEZd
z86TBr?ywDXyU((-SkrDlyXAfkRjF1zsSjqXe)2PZ>=n-nOW&7#Sn{YqrQ@RRe&r*b
zdRKF2pAB2oeSVF9eSrRnr+(kRHie{y2is^k<cGb~7LGl^IV0}{tK`z{F8klTV68O0
z=&J3Z=}-`_f8wvpbd7Yj=cm-wcl~&4uy=*{ldUe(58V3MTkXgfcZ}ueBwJIng58p$
zXJ)ueU%gks@M7wI@g-`zY;JRZ()nRO`M?wFi>mdNi?~xGYpWJ{A9t4gJmHFMj`_u-
z;yYqqKj7=s+bq9hzsbeaNox0t-_Gm06Q7&5@B1;`;+^aPpC1cM(0Q{oblHrZ6^H(C
zvK|cI?AO+rEXx-C{mI2D9T7Q)mntILzQ>-~p)7Lkz5S-OA%~6Xz7!<hn0G8{@m0>v
z;s-+BSZv^(9TK25D<=2dliukHKa~p&4y^dPgQbI2+w82etkN~@51P{yEBX(JEG=Zc
z)>Z1AoMpGVx{)QL?uK7t$T!xlf{gC7{-&+aUhnns0I$F#?vjxDjI?6bg*u1prbo=`
z?pm6vaQwNcKz=M+UDWdv>Lwn)oR;st73nzFB1-hMn?$e(OX^2Q)oO>z^mD9}PJUH0
zl9+S!F2i+O@m^PsNtZaP8}9@)RoyecEcHG4J>TP&Wd=uAPEe9iY-CPxzuqmdXYr0b
zQOm!$w4S%>lwi4TrQEn#c8>MUS_QoiyY6gE-)g|2w<_Y?f<?Z!gZsTtPR{MTRe9TP
zh4G;sbNp_fxoWND_A4R3<Z7F4rBTu%wn_cH+6j^IJhNY4&poq?wP{g+@SUC=wm|_G
z(l)%f-qBX!zHa`Gb6bAt-~O}Vk6e|;??3_Lz-t<dq#|#JcbD#*Vs%SAR%&^=-Jt`q
z2lj1cpLy^|{#7f<sS6&|xv~11gjZ!>X|_!{rl?WrX1X{%|5U8);@e@n^6fkW#Fx&g
zblm0YvucI-mW{c|MTb_}|57b4{xsd^g-pM}ht$G-QIGbORJ}g2aG!mH=r5M*yJkhc
zZ@;zmQiA8l#Yfw}KIhC&U%2(gp?1H}h&}p`%FoWsyOKS9`3c6PRNF_#7nSBOwOMsi
zHkQNHvp*=V#Nz6;y|Yyt%=XT$<_q|I!)4oce%G6h(rRug-cvl{_q#cZt?=q#W54uO
zhPQ7;a>~;dmrlWAPA=!hj@H8*i3*F~?NM#L!^713aOW%=XMydn4c|*|nBEp}WV1lY
zS1wB_r7FEMb55;Ved!CQ_QQ06bCrMd{yjeY?s4juY1_-5`SxdhmcD(!k?+e>m*0Q2
zjE}BWwA4FsgtefInd6$zgc9}#50<H<9It3HH#yS~u&CTvLcm19MnZAn(}~^oIqZ@L
z=RFqxcyrMi{_Zw~+w}%9n~jw|SQ{O+`G0_wKWxX1AiJicGfQ}bejYrebl+>iR4er-
zy!UQee{HS*z1%tP-_I}q>*b;t|36J`H2q(EiMQ${pUsJF^_NtC<&{ohsI&R=JJ$N|
zD%oofO<B*Cuj~x_=TmaNbDd?X?L_UTmP=ktz9k(j^6>vG&5)F@5to84%&l2nzl-(v
zOd;OGa#C4`lg`bYwV{qRah>_rXj8q#7q+Wt23>i0W#{ZJVUEu5gj-QfYpWgl3M2im
zKA2*X=GpW`ajt6XGQULWr5lR6<}GHKQ^R<r{Nm1(`!S7GA13N5GoF)CJNG&=^XajE
zThTYI53}`bd#z@z+RX5{$3;-;gE0%IFz+#qM6q?|jk)gWA5QFccqFzW@T0R2yX+IY
zg70gegls<%Z1mH5xx)0jGuWP8n5ieZC%##e>si1mULVJ^#m%L)njd`Bb7nZru(wUR
z*KsF*!PCW))-K-AfAH?(gNh%;{$4#6xM)p<ji=#{0!OC32R&SVm%l$z*V}zI^tZXA
zf)Q8HnJunN+isr9`N(A2aA&8<X~8JDV@r+{&2MCR*uv2DC~l_lyF*FuH9|SfUu`+f
zGNYh<-KXnfy{@YwJ%6W6oSS<2`uC+;`;OdRFmrFUd}jF)Deu*C7WPdQGxmMyJ-06I
za{Cp}(y)M5sRLH)1>Dsm?ALiNpS`27>|m{YS()g=m-YJ|@4Q~q-yZ#{#C%QmwYFNW
zoD=Rk388UJ2M@g88B@2USI)Sfv4!vTq^&ZEv0^&bI;)<>PLP_}cJj&87G3$1;u1fO
zUf}#0p;@l`*^Be@-Mb&BzkK)Oa+m4f%S-3qy1OyUx+6VU{le~r)+$>o6SGPd-(%ev
zd8R>Cto>R0+povHbkg?bJ;_}C>eghoJ}a$OKWXv6t0ws|y=zvo25Ielk+5Kij`Q4a
zGlB!(&B|K1BBpWIqX^@L>C5^>g#Db(1tjWz%*yt>@N0)%e16NR;^*HO7Vk{#n5(oU
zI*>(QBIt?oC+SajPy7DZ6u;h}MsY2>2Kyqe4MhjG$X%bpyfVJaAb@YlqRj9_iMjWf
zLgZJ;I(Kb#=}0{mx|V4dZ})^$LB;z#4fFJ*UMbo(sTa+5a%k&2CcR2K^$f%0k8&Yr
zy9_ML7p%JKRHgLY&1Ejbjk#4-=^oP0+1|uF>y3WyV7S-u_XSR&BUx;>I{G`Fp5%}2
zIl1$K(Dlg`?j3xB4UcXK9q~8ek#gN)`duX|e{+R;+El;9rM^sJ8+NNC&utNTxBKiD
z?%O`EmEHGkTb;XX@vQw{o$lu@3%-*U#r|S?rg7}?%Ztw~cMXjX*tIZEe}V>AlgrMf
ze#&}xIh>QT=AHKo^xRgG?CSfnt%-k1-WvbMUgjeE!gdKJZl9JX(Q~QP_aobZZB@?2
zAGsx2ohO9+x_MRF@!31$tJ2S|PpP!%N!Cs8|9g1b+=)zm9KP|92L%OB1obGh_Oj;Q
zcoHfq^WmN93Et{0ZHxUbC4Oi9ZNE~#+SfmR$N&3B{QfunwLi6J+0BpIZ~p&T(E3^a
ztc%g_{ZFpGdH4VH(#L)=`+xk~f8FTQ(%=6xYxl14s{T21-|8*X9qSf(-QN9a-)+Gg
z$15tWo9r$K?OWm{ZF=kcnoH|8uljXf*x=Wpvy0yrb+GivW~!Pe-4^`xLOgcGPr;(9
zBZVI)+Aiwke7xSFO(ku&>aVSQ=4U+nUA}tM^C=t^V3U}A&C!k7^=y1n>^zlwT_>j<
zkzc1bcTe3$HGv~;lG9o3f3BAhxVK|j`MgK}DyJR!95nI9o7b7!<oT{~7frVRcdGA%
zN8H40>qX!9Nb#6$d}DA!x%Q-9U2sQkrv&>Manl2Gl53LKX394di%L)asS$l&&3ftC
znlG{<mcKV`*mT8VT3XYsJFm7cu>Pi1#9Xv1_;a#0|D&+1{Mg%dYD?WGD<9LjasK@t
zopbC{eUmhDoR8g>*tJ5#`$2k1+_cxO5z9XvR(CwXQC}WsR(0h3i#;}JPiy~|O{%f>
z+&5Qced(m0+-Y|%sawxx_j~*J^4oLyN7vl1+|FLb^=jhVSq^#3(>5~3yM8`gbh!WE
zqpBqvf4<lr(eXg4sV9Eb#+?>TahGq{XynYCbL_iegPmvD>h_=NCT8C~xixcg<~d8B
z|9v*-fWzjiH)2Xk15f{L=U%;NX0q~{j&*N5yzRGctn3t(ycBYFQ+;IeXTg(7b=8rQ
zvcHzBS<-U-cS`CvySZBq{ypbfx&5@4n%9j<Qzt$16}DVgP(5{xh-RU0nAfS_>ZiOW
zG=`@v74NB^x#r8y@Mo3w;bBSd-aBua<TW!+LECy|zkTsz{c}Iv-<q9E_n32ewo$ut
z(1gZ>;|m+?Sx(9)n|#<LaawheQ8=Tyt5jWf)T;@}T1WHhf?mFP;_!I_SIPEYFZpU7
zxcttXaQ)JZ5^<Sbj6ORht}@Ct+}V3-Yns#rre&{N+!TM#*>G^pJ`r}mk5>~{8qQ4M
zTFq&lZgT5<cOhSz%PqE*lXG2mZP;`9@VXOu*PIT{zq`H1YiCe^WA@oS$A3-R8duCI
zvSvoFzRIRqKZ}Yh?k{L&P~EUhp)T#~S_|Q>?8mY9H|c#)df^agxpgwn{o2!;xNqJQ
znYcTS%jR2T^|Z73JMD8PU(U3&tXa9kc3we-%D!Ix>y~b;Cr{r#pp<`m-Q`yg1Cw9Q
zt~Zc;|Nr}clmDfQ4`@cN{B*3W_7A)6ij#@%Jp4}gpRj5li97sf`_Us(tW*B7OiEVj
zS)I?V8dSh_*6mQwp3o~F_Fm|Cqx36`$%$p_3&}~7AF;Ps3!5y9ZR9z=Kwm0xg3RSz
zinlToHe6iipcl5nZ%e?}?*~5G?ujy*&Yh9n(aRS5qv~M8i7RX}if_EbiY_csS#Un1
z!Cj~IifhummGdPluT|MixN~*JwLKlL*ea_OnEXm-tEz-)#C(seSgo^1a^`uKi$CsF
zhZufXFs;Zzu`eZHUWC=nLqVr(Z}v`Y^NF<(eiwM&%ephaPDh^K>d(2Ur(T!;IOX;9
z+WotsTE&MCrfX0A>>}W|Lg)SBeQP~8te$$RmG7w6(|LBsmWQbS<(hhGj=BiT+jmiU
z2c#|R!dL#;x-jjr<XwK#&7${jJ!04TQ(<r|M`p=<fowI${~2p`iu6lP_mar|b~doy
zZB1q5s`u?89}d-)t%>w~^jqx4qn|66vzo=&rA?pze)`Ua#%7h=K>f?+sd|+aHD``K
zIQ(bpp=!5t(%&BakUy*aBH;YI8{bq;KYM8M>d})*^NP9GY_?40`?~XY=ksu_IrsI|
zvMle`p6b~Dt#0}E=)A=D%YSgcyPmzd-gsWa?~i}3AO6p@oi9=Wv?~#9f1<epe1D>y
z9Y`LuYtaZvRNpy2uOv0Eq*x(Z!N@|vKp{xM$P!E$8$c*S2xSDJj3JZ>gffLtW)KQw
zY><L6#1vzQDJBq8OdzJ1Kuj@#m|_Ak#ROsscrRs;LM)fQb5VYQQ+|a)w1R=20T`QF
zn(7%F85kHUSeO{<SsED_n1B@erlw>j5~VUAu_!gKL;-9)mwr%caeir0a%!=H3E0hC
z`a$_6i6yBD23-0fl?AB^`T>dQsi5tesd*{j5JLo`zH@#l$RsX(@5~fXs6qS!4pXq}
z5e5_^nE>)X$RryZF0kRnFt<RIJ13ST=H#a%X)pl=BTR>5X-P(Yk%ESE&dXeoKb-yj
zLR>>MK|z(8Sdy8a=K^xQhKrSvfsu)Ug`ugTk%^J9g|>l_x`BbZCYQc%ehMKa0Y&*K
zrOBy93L3td$wm3a`DrCq3IRo#c_j)V`3eCpZkk;BA(<sPsR|m75e4yyc`5PE5e4yS
z`9<-;$@xW@dFk;%r8%j^x+Z!BDQTKWUa2TbP2)09FtOz2GJpdGGgDJzQ-w5$n1z|C
zB`8&Zq!seuVixA+3Lqf^n3##Fk)@##su);-C7PI#k(oKVIulc4Q*<#i6C+bIG`$u^
z=Ad)|G8bmAp@E4Jx?V#g6GH<u_Zga)8krfOnrCQcW@c%OCT3w`WMGOaW@KP$XoTh#
zBO`N5LlZQ0CT6A<7HDE-mS$##XkwPehM>%d><?o@6LSkRJB*D@G4vXnT402Wv4x?f
zIhwsD24?0)Xnr#>HZZ^tGqJEVKnr^lQzHvYw6L-;Gc`3w^M{G4v5_&lUUM^JBeZZa
zv9vTdKoc`HGPFQXFQz62rlx52nwlAzpr<uc3o|1#H2<0zm|Ga5xzEhV(%1|wF3n7h
z%#G2-%uOr}(9N?nH9*&EZfIs;h?cI*jm^vq(abY9GcYwri%WA06BAHbiyY?`1}0{p
zq83HW2s2Gum>L?GqQxaBK1|T^7AUV;BE?5ZQDSCJY7rNxX!FcV%U1vwT|uBiHNQjw
oRPY6H=?7<4r7D<Mf=Y$rlEk7CaG79XW@cz<#-*z2>hHz{07wcUmH+?%
literal 0
HcmV?d00001
diff --git a/README.md b/README.md
index 9238aaa..2ae49e7 100644
--- a/README.md
+++ b/README.md
@@ -1,93 +1,17 @@
-# AXp and CXp for Scoring Rules
+# 'Abductive and Contrastive Explanations for Scoring Rules in Voting' from ECAI-24
+This repository contains python implementation of algorithms as well as data used in the experimental part and some additionnal material associate to the paper 'Abductive and Contrastive Explanations for Scoring Rules in Voting' by Clément Contet, Umberto Grandi and Jérôme Mengin from ECAI-24.
+## Appendix
+`Appendix.pdf` is a two-page appendix giving more detailed proofs of some results presented in the paper.
+## Implementation
+`scoring_rule_Xp.py` contains an implemetation of algorithms presented in the paper. The code was developped and tested under Python 3.11.
-## Getting started
+For the Minimal Hitting Set and SAT solvers we used solvers provided by the library `PySAT` more information on them can be find here https://pysathq.github.io/.
-To make it easy for you to get started with GitLab, here's a list of recommended next steps.
+## Experiment
+The experiment part uses tools developped for the paper 'Diversity, agreement, and polarization in elections' by Piotr Faliszewski, Andrzej Kaczmarczyk, Krzysztof Sornat, Stanisław Szufa, and Tomasz Wąs from IJCAI-23 available at https://github.com/Project-PRAGMA/diversity-agreement-polarization-IJCAI23.
-Already a pro? Just edit this README.md and make it your own. Want to make it easy? [Use the template at the bottom](#editing-this-readme)!
+The `experiments` directory already contains all the data that we used in our experiment. The data is there for convenience. The elections can be generated from scratch.
-## Add your files
-
-- [ ] [Create](https://docs.gitlab.com/ee/user/project/repository/web_editor.html#create-a-file) or [upload](https://docs.gitlab.com/ee/user/project/repository/web_editor.html#upload-a-file) files
-- [ ] [Add files using the command line](https://docs.gitlab.com/ee/gitlab-basics/add-file.html#add-a-file-using-the-command-line) or push an existing Git repository with the following command:
-
-```
-cd existing_repo
-git remote add origin https://gitlab.irit.fr/ccontet1/axp-and-cxp-for-scoring-rules.git
-git branch -M main
-git push -uf origin main
-```
-
-## Integrate with your tools
-
-- [ ] [Set up project integrations](https://gitlab.irit.fr/ccontet1/axp-and-cxp-for-scoring-rules/-/settings/integrations)
-
-## Collaborate with your team
-
-- [ ] [Invite team members and collaborators](https://docs.gitlab.com/ee/user/project/members/)
-- [ ] [Create a new merge request](https://docs.gitlab.com/ee/user/project/merge_requests/creating_merge_requests.html)
-- [ ] [Automatically close issues from merge requests](https://docs.gitlab.com/ee/user/project/issues/managing_issues.html#closing-issues-automatically)
-- [ ] [Enable merge request approvals](https://docs.gitlab.com/ee/user/project/merge_requests/approvals/)
-- [ ] [Set auto-merge](https://docs.gitlab.com/ee/user/project/merge_requests/merge_when_pipeline_succeeds.html)
-
-## Test and Deploy
-
-Use the built-in continuous integration in GitLab.
-
-- [ ] [Get started with GitLab CI/CD](https://docs.gitlab.com/ee/ci/quick_start/index.html)
-- [ ] [Analyze your code for known vulnerabilities with Static Application Security Testing (SAST)](https://docs.gitlab.com/ee/user/application_security/sast/)
-- [ ] [Deploy to Kubernetes, Amazon EC2, or Amazon ECS using Auto Deploy](https://docs.gitlab.com/ee/topics/autodevops/requirements.html)
-- [ ] [Use pull-based deployments for improved Kubernetes management](https://docs.gitlab.com/ee/user/clusters/agent/)
-- [ ] [Set up protected environments](https://docs.gitlab.com/ee/ci/environments/protected_environments.html)
-
-***
-
-# Editing this README
-
-When you're ready to make this README your own, just edit this file and use the handy template below (or feel free to structure it however you want - this is just a starting point!). Thanks to [makeareadme.com](https://www.makeareadme.com/) for this template.
-
-## Suggestions for a good README
-
-Every project is different, so consider which of these sections apply to yours. The sections used in the template are suggestions for most open source projects. Also keep in mind that while a README can be too long and detailed, too long is better than too short. If you think your README is too long, consider utilizing another form of documentation rather than cutting out information.
-
-## Name
-Choose a self-explaining name for your project.
-
-## Description
-Let people know what your project can do specifically. Provide context and add a link to any reference visitors might be unfamiliar with. A list of Features or a Background subsection can also be added here. If there are alternatives to your project, this is a good place to list differentiating factors.
-
-## Badges
-On some READMEs, you may see small images that convey metadata, such as whether or not all the tests are passing for the project. You can use Shields to add some to your README. Many services also have instructions for adding a badge.
-
-## Visuals
-Depending on what you are making, it can be a good idea to include screenshots or even a video (you'll frequently see GIFs rather than actual videos). Tools like ttygif can help, but check out Asciinema for a more sophisticated method.
-
-## Installation
-Within a particular ecosystem, there may be a common way of installing things, such as using Yarn, NuGet, or Homebrew. However, consider the possibility that whoever is reading your README is a novice and would like more guidance. Listing specific steps helps remove ambiguity and gets people to using your project as quickly as possible. If it only runs in a specific context like a particular programming language version or operating system or has dependencies that have to be installed manually, also add a Requirements subsection.
-
-## Usage
-Use examples liberally, and show the expected output if you can. It's helpful to have inline the smallest example of usage that you can demonstrate, while providing links to more sophisticated examples if they are too long to reasonably include in the README.
-
-## Support
-Tell people where they can go to for help. It can be any combination of an issue tracker, a chat room, an email address, etc.
-
-## Roadmap
-If you have ideas for releases in the future, it is a good idea to list them in the README.
-
-## Contributing
-State if you are open to contributions and what your requirements are for accepting them.
-
-For people who want to make changes to your project, it's helpful to have some documentation on how to get started. Perhaps there is a script that they should run or some environment variables that they need to set. Make these steps explicit. These instructions could also be useful to your future self.
-
-You can also document commands to lint the code or run tests. These steps help to ensure high code quality and reduce the likelihood that the changes inadvertently break something. Having instructions for running tests is especially helpful if it requires external setup, such as starting a Selenium server for testing in a browser.
-
-## Authors and acknowledgment
-Show your appreciation to those who have contributed to the project.
-
-## License
-For open source projects, say how it is licensed.
-
-## Project status
-If you have run out of energy or time for your project, put a note at the top of the README saying that development has slowed down or stopped completely. Someone may choose to fork your project or volunteer to step in as a maintainer or owner, allowing your project to keep going. You can also make an explicit request for maintainers.
+To run the experiment yourself, install the `dap` tool and simply add the directory `SAXp_size_4_12` and the script `SAXp_size_4_12.py`, uncomment parts of the script and run it.
diff --git a/experiments/SAXp_size_4_12.py b/experiments/SAXp_size_4_12.py
new file mode 100644
index 0000000..dc17a42
--- /dev/null
+++ b/experiments/SAXp_size_4_12.py
@@ -0,0 +1,94 @@
+import numpy as np
+
+import math
+# USE LOCAL MAPEL
+import sys
+sys.path.append("..")
+import mapel
+import printing_plus as pp
+import kKemenyDistances as kkd
+
+from scoring_rule_Xp import *
+
+name = 'SAXp_size_4_12'
+experiment_id = f'{name}'
+instance_type = 'ordinal'
+distance_id = 'swap'
+embedding_id = 'mds'
+
+## Compute the (normalized) size of the SAXp for the Borda score
+def SAXp_size(P):
+ P2 = P.votes.tolist()
+ n, m = np.shape(P2)
+ borda_weights = [m - i - 1 for i in range(m)]
+ elec = election(P2,borda_weights)
+ w = np.argmax(elec.get_scores())
+ elec.set_winner(w)
+ axp = elec.find_smallest_AXp()
+ return float(len(axp)/(n*m))
+
+## Compute the margin of victory for the Borda score
+def margin(P):
+ P2 = P.votes.tolist()
+ n, m = np.shape(P2)
+ borda_weights = [m - i - 1 for i in range(m)]
+ elec = election(P2, borda_weights)
+ scores = elec.get_scores()
+ m1 = -1
+ m2 = -1
+ for score in scores:
+ if score>m1:
+ m2=m1
+ m1=score
+ elif score>m2:
+ m2=score
+ return float(m1 - m2)
+
+experiment = mapel.prepare_experiment(experiment_id=experiment_id,
+ instance_type=instance_type,
+ distance_id=distance_id,
+ embedding_id=embedding_id)
+
+
+# # EXPERIMENT INITIALIZATION
+experiment.prepare_elections(printing=True)
+print("Elections prepared")
+
+# experiment.compute_distances(distance_id = distance_id)
+# print("Distances computed")
+# experiment.embed(algorithm='mds')
+# print("Coordinates computed")
+#
+# experiment.compute_feature(feature_id="Agreement")
+# print("Agreement computed")
+#
+# experiment.add_feature("SAXp_size", SAXp_size)
+# experiment.compute_feature(feature_id='SAXp_size')
+# print("SAXp_size computed")
+## experiment.print_map_2d_colored_by_feature(feature_id='SAXp_size')
+#
+# experiment.add_feature("Margin", margin)
+# experiment.compute_feature(feature_id='margin')
+# print("Margin computed")
+
+# # MAP ORIENTATION
+# Will probably have to be manually tweak for different data
+experiment = pp.upside_down_map(experiment)
+experiment = pp.rotate_map(experiment, - math.pi *1.2, 'ID')
+
+experiment.print_map(feature_id="SAXp_size",
+ # legend=True,
+ shading=True,
+ # title="SAXp_size",
+ # textual=['ID', 'UN', 'AN', 'ST'],
+ saveas="diversity_map_" + "SAXp_size")
+
+
+# # TRIANGLE MAPS
+pp.print_map_by_features(experiment, "Agreement", "SAXp_size", saveas='default')
+pp.print_map_by_features(experiment, "Margin", "SAXp_size", saveas='default')
+
+
+# # CORRELATIONS TO DISTANCES
+pp.correlation_feature_feature(experiment, "SAXp_size", "Margin")
+pp.correlation_feature_feature(experiment, "SAXp_size", "Agreement")
diff --git a/experiments/SAXp_size_4_12/coordinates/mds_swap_2d.csv b/experiments/SAXp_size_4_12/coordinates/mds_swap_2d.csv
new file mode 100644
index 0000000..48430b3
--- /dev/null
+++ b/experiments/SAXp_size_4_12/coordinates/mds_swap_2d.csv
@@ -0,0 +1,157 @@
+instance_id;x;y
+Impartial Culture_0;3.81201;-6.97759
+Impartial Culture_1;8.20354;-7.1031
+Impartial Culture_2;7.35385;-7.48845
+Impartial Culture_3;3.56218;-7.66295
+Impartial Culture_4;-1.6096;-7.89661
+Impartial Culture_5;5.14199;-8.74876
+Impartial Culture_6;-5.81752;-5.5573
+Impartial Culture_7;0.77473;-1.26342
+Impartial Culture_8;9.47726;-5.4039
+Impartial Culture_9;-3.60359;-8.86441
+IAC_0;9.40656;-7.31159
+IAC_1;6.90383;-5.65869
+IAC_2;5.17949;-10.27487
+IAC_3;1.88942;-8.74598
+IAC_4;2.25887;-7.3067
+IAC_5;4.56108;0.58784
+IAC_6;-0.73504;-9.23258
+IAC_7;-4.9663;-8.19236
+IAC_8;-2.70936;-4.00617
+IAC_9;-1.79228;-0.01424
+SP by Conitzer_0;-4.64231;3.19712
+SP by Conitzer_1;-9.88518;6.62888
+SP by Conitzer_2;6.20589;3.72064
+SP by Conitzer_3;-1.52127;5.0868
+SP by Conitzer_4;6.41124;5.43735
+SP by Conitzer_5;9.16475;7.23782
+SP by Conitzer_6;5.33898;3.76924
+SP by Conitzer_7;5.71883;3.63227
+SP by Conitzer_8;9.41772;7.65811
+SP by Conitzer_9;5.57555;9.81756
+SP by Walsh_0;-7.5383;1.37666
+SP by Walsh_1;-5.91081;4.22024
+SP by Walsh_2;-7.61162;2.21354
+SP by Walsh_3;-1.87261;2.93341
+SP by Walsh_4;-9.91014;2.16243
+SP by Walsh_5;-4.88092;2.86009
+SP by Walsh_6;-4.29156;2.3841
+SP by Walsh_7;-1.52387;2.80058
+SP by Walsh_8;-6.75923;0.89234
+SP by Walsh_9;-8.11148;0.24969
+SPOC_0;-1.38979;-0.55253
+SPOC_1;4.81091;-5.44573
+SPOC_2;3.62848;-1.17817
+SPOC_3;3.1393;-4.50301
+SPOC_4;5.56935;-3.44068
+SPOC_5;8.07035;-3.78701
+SPOC_6;2.81722;-2.40792
+SPOC_7;-2.32879;-5.86449
+SPOC_8;10.13106;-4.73779
+SPOC_9;7.95045;-1.82792
+Group-Separable_0;11.55349;2.70805
+Group-Separable_1;2.59183;8.91338
+Group-Separable_2;9.67362;5.57584
+Group-Separable_3;10.31759;6.35264
+Group-Separable_4;6.47037;11.51803
+Group-Separable_5;11.97682;-2.01583
+Group-Separable_6;10.26272;-1.21877
+Group-Separable_7;2.27551;-9.70953
+Group-Separable_8;6.4642;11.52148
+Group-Separable_9;11.29537;1.02729
+Single-Crossing_0;-10.64567;-4.13905
+Single-Crossing_1;-4.23319;8.9148
+Single-Crossing_2;0.46352;8.86585
+Single-Crossing_3;9.7635;1.98271
+Single-Crossing_4;-5.71966;0.55999
+Single-Crossing_5;-10.60891;-0.54603
+Single-Crossing_6;-9.54934;4.76681
+Single-Crossing_7;-9.57658;-3.79423
+Single-Crossing_8;-8.77067;-5.80812
+Single-Crossing_9;-9.54477;4.25962
+1D Interval_0;-0.67896;7.42182
+1D Interval_1;4.37435;11.24257
+1D Interval_2;6.78744;7.16828
+1D Interval_3;-5.75306;1.84972
+1D Interval_4;-10.87209;12.84587
+1D Interval_5;3.82554;6.04571
+1D Interval_6;-4.14798;13.71724
+1D Interval_7;2.23528;12.22835
+1D Interval_8;-7.72003;12.11236
+1D Interval_9;3.72506;8.75083
+2D Disc_0;-5.65317;-4.15771
+2D Disc_1;7.44084;1.08148
+2D Disc_2;-1.47968;8.54835
+2D Disc_3;-8.84572;6.31107
+2D Disc_4;-6.95862;10.28784
+2D Disc_5;-4.34447;4.40604
+2D Disc_6;2.25846;2.17373
+2D Disc_7;0.50651;3.65532
+2D Disc_8;5.80061;-4.45317
+2D Disc_9;2.59955;7.06233
+3D Cube_0;4.28574;2.59612
+3D Cube_1;6.98961;-2.2862
+3D Cube_2;-11.47904;-1.80911
+3D Cube_3;-3.56388;9.65853
+3D Cube_4;1.25906;6.33528
+3D Cube_5;1.80842;5.95427
+3D Cube_6;-7.11845;-2.79122
+3D Cube_7;-0.14222;-3.2392
+3D Cube_8;0.04131;-4.95604
+3D Cube_9;5.32557;-2.3973
+2D Sphere_0;-7.27116;-7.41017
+2D Sphere_1;-4.61951;-3.54248
+2D Sphere_2;5.18331;7.16363
+2D Sphere_3;-10.60904;0.83343
+2D Sphere_4;5.80548;-0.68524
+2D Sphere_5;-3.94287;-4.35335
+2D Sphere_6;-7.34337;-1.85883
+2D Sphere_7;8.32112;2.56108
+2D Sphere_8;3.35035;2.81849
+2D Sphere_9;-7.53728;3.10987
+3D Sphere_0;-7.02773;6.20417
+3D Sphere_1;1.21059;-8.01028
+3D Sphere_2;-1.13002;-5.07414
+3D Sphere_3;-0.79333;4.53504
+3D Sphere_4;-3.18522;0.25987
+3D Sphere_5;-8.84585;-2.48503
+3D Sphere_6;8.38836;-2.9414
+3D Sphere_7;2.88719;-0.01918
+3D Sphere_8;8.35613;-1.04424
+3D Sphere_9;-4.61838;-6.60657
+Urn culture_id 0.1_0;0.68438;-9.1768
+Urn culture_id 0.1_1;1.19825;-2.76581
+Urn culture_id 0.1_2;-4.83605;11.29628
+Urn culture_id 0.1_3;0.14308;0.60259
+Urn culture_id 0.1_4;-16.20625;8.89946
+Urn culture_id 0.1_5;-9.0833;-7.22667
+Urn culture_id 0.1_6;0.6023;-6.79988
+Urn culture_id 0.1_7;-3.83193;-7.27303
+Urn culture_id 0.1_8;10.46417;-3.50739
+Urn culture_id 0.1_9;-3.89159;6.97528
+Norm-Mallows 0.5_0;-12.85428;-0.49966
+Norm-Mallows 0.5_1;-7.41777;4.75253
+Norm-Mallows 0.5_2;-2.23056;-6.77463
+Norm-Mallows 0.5_3;-6.69753;7.39104
+Norm-Mallows 0.5_4;-8.11006;-1.58457
+Norm-Mallows 0.5_5;-9.99002;-0.00976
+Norm-Mallows 0.5_6;-11.3633;3.09655
+Norm-Mallows 0.5_7;-1.9254;8.75562
+Norm-Mallows 0.5_8;0.04998;1.88796
+Norm-Mallows 0.5_9;-4.84377;-1.73235
+Urn culture_id (gamma)_0;-3.8693;-8.52618
+Urn culture_id (gamma)_1;3.58615;-9.48601
+Urn culture_id (gamma)_2;3.01508;-6.1135
+Urn culture_id (gamma)_3;-0.87038;1.4411
+Urn culture_id (gamma)_4;2.10568;-6.50214
+Urn culture_id (gamma)_5;8.54529;-8.02813
+Urn culture_id (gamma)_6;-2.37268;-9.69627
+Urn culture_id (gamma)_7;7.0914;-9.38715
+Urn culture_id (gamma)_8;-0.64477;-6.4151
+Urn culture_id (gamma)_9;6.22061;-6.65103
+ID;-20.4251;10.22303
+UN_0;6.9415;-10.16099
+UN_1;8.15385;-9.09877
+UN_2;8.04044;-10.18628
+UN_3;6.49208;-11.34119
+AN;13.52198;7.65725
diff --git a/experiments/SAXp_size_4_12/distances/swap.csv b/experiments/SAXp_size_4_12/distances/swap.csv
new file mode 100644
index 0000000..1882c8d
--- /dev/null
+++ b/experiments/SAXp_size_4_12/distances/swap.csv
@@ -0,0 +1,12091 @@
+instance_id_1;instance_id_2;distance;time
+Impartial Culture_0;Impartial Culture_1;8.0;0.04295015335083008
+Impartial Culture_0;Impartial Culture_2;9.0;0.047963619232177734
+Impartial Culture_0;Impartial Culture_3;7.0;0.053017377853393555
+Impartial Culture_0;Impartial Culture_4;10.0;0.04962658882141113
+Impartial Culture_0;Impartial Culture_5;8.0;0.05004096031188965
+Impartial Culture_0;Impartial Culture_6;10.0;0.05019402503967285
+Impartial Culture_0;Impartial Culture_7;12.0;0.04936814308166504
+Impartial Culture_0;Impartial Culture_8;8.0;0.04851675033569336
+Impartial Culture_0;Impartial Culture_9;7.0;0.049346923828125
+Impartial Culture_0;IAC_0;10.0;0.049427032470703125
+Impartial Culture_0;IAC_1;7.0;0.05253958702087402
+Impartial Culture_0;IAC_2;8.0;0.050485849380493164
+Impartial Culture_0;IAC_3;8.0;0.05042886734008789
+Impartial Culture_0;IAC_4;9.0;0.04965710639953613
+Impartial Culture_0;IAC_5;14.0;0.051308393478393555
+Impartial Culture_0;IAC_6;9.0;0.04955410957336426
+Impartial Culture_0;IAC_7;11.0;0.051611900329589844
+Impartial Culture_0;IAC_8;8.0;0.05048036575317383
+Impartial Culture_0;IAC_9;13.0;0.05044722557067871
+Impartial Culture_0;SP by Conitzer_0;14.0;0.04952192306518555
+Impartial Culture_0;SP by Conitzer_1;18.0;0.04407978057861328
+Impartial Culture_0;SP by Conitzer_2;10.0;0.0418851375579834
+Impartial Culture_0;SP by Conitzer_3;11.0;0.04194045066833496
+Impartial Culture_0;SP by Conitzer_4;12.0;0.04206109046936035
+Impartial Culture_0;SP by Conitzer_5;14.0;0.041890859603881836
+Impartial Culture_0;SP by Conitzer_6;11.0;0.041887521743774414
+Impartial Culture_0;SP by Conitzer_7;11.0;0.041886091232299805
+Impartial Culture_0;SP by Conitzer_8;16.0;0.04288482666015625
+Impartial Culture_0;SP by Conitzer_9;16.0;0.04188823699951172
+Impartial Culture_0;SP by Walsh_0;12.0;0.04188847541809082
+Impartial Culture_0;SP by Walsh_1;13.0;0.04189038276672363
+Impartial Culture_0;SP by Walsh_2;13.0;0.04295015335083008
+Impartial Culture_0;SP by Walsh_3;14.0;0.042268991470336914
+Impartial Culture_0;SP by Walsh_4;15.0;0.04291725158691406
+Impartial Culture_0;SP by Walsh_5;14.0;0.042041778564453125
+Impartial Culture_0;SP by Walsh_6;14.0;0.04188847541809082
+Impartial Culture_0;SP by Walsh_7;11.0;0.04305458068847656
+Impartial Culture_0;SP by Walsh_8;12.0;0.04204988479614258
+Impartial Culture_0;SP by Walsh_9;15.0;0.041886091232299805
+Impartial Culture_0;SPOC_0;10.0;0.04188799858093262
+Impartial Culture_0;SPOC_1;8.0;0.041889190673828125
+Impartial Culture_0;SPOC_2;11.0;0.041889190673828125
+Impartial Culture_0;SPOC_3;8.0;0.04288673400878906
+Impartial Culture_0;SPOC_4;8.0;0.041886329650878906
+Impartial Culture_0;SPOC_5;9.0;0.04510641098022461
+Impartial Culture_0;SPOC_6;10.0;0.04851341247558594
+Impartial Culture_0;SPOC_7;9.0;0.04890131950378418
+Impartial Culture_0;SPOC_8;10.0;0.0495452880859375
+Impartial Culture_0;SPOC_9;9.0;0.05468344688415527
+Impartial Culture_0;Group-Separable_0;16.0;0.0504460334777832
+Impartial Culture_0;Group-Separable_1;14.0;0.04552340507507324
+Impartial Culture_0;Group-Separable_2;16.0;0.04365968704223633
+Impartial Culture_0;Group-Separable_3;15.0;0.043573856353759766
+Impartial Culture_0;Group-Separable_4;18.0;0.04328775405883789
+Impartial Culture_0;Group-Separable_5;12.0;0.04304647445678711
+Impartial Culture_0;Group-Separable_6;8.0;0.04206109046936035
+Impartial Culture_0;Group-Separable_7;13.0;0.04292416572570801
+Impartial Culture_0;Group-Separable_8;18.0;0.0420527458190918
+Impartial Culture_0;Group-Separable_9;14.0;0.04203343391418457
+Impartial Culture_0;Single-Crossing_0;15.0;0.044042348861694336
+Impartial Culture_0;Single-Crossing_1;16.0;0.04199576377868652
+Impartial Culture_0;Single-Crossing_2;14.0;0.04288196563720703
+Impartial Culture_0;Single-Crossing_3;12.0;0.04799175262451172
+Impartial Culture_0;Single-Crossing_4;12.0;0.04188823699951172
+Impartial Culture_0;Single-Crossing_5;14.0;0.04304695129394531
+Impartial Culture_0;Single-Crossing_6;17.0;0.04387617111206055
+Impartial Culture_0;Single-Crossing_7;13.0;0.045038700103759766
+Impartial Culture_0;Single-Crossing_8;13.0;0.0418851375579834
+Impartial Culture_0;Single-Crossing_9;17.0;0.04189562797546387
+Impartial Culture_0;1D Interval_0;12.0;0.04292726516723633
+Impartial Culture_0;1D Interval_1;16.0;0.04290270805358887
+Impartial Culture_0;1D Interval_2;15.0;0.04405570030212402
+Impartial Culture_0;1D Interval_3;14.0;0.04311108589172363
+Impartial Culture_0;1D Interval_4;22.0;0.04199624061584473
+Impartial Culture_0;1D Interval_5;13.0;0.0430150032043457
+Impartial Culture_0;1D Interval_6;19.0;0.04192185401916504
+Impartial Culture_0;1D Interval_7;18.0;0.04303240776062012
+Impartial Culture_0;1D Interval_8;19.0;0.04196786880493164
+Impartial Culture_0;1D Interval_9;15.0;0.04288601875305176
+Impartial Culture_0;2D Disc_0;11.0;0.042885541915893555
+Impartial Culture_0;2D Disc_1;11.0;0.0418858528137207
+Impartial Culture_0;2D Disc_2;13.0;0.04189157485961914
+Impartial Culture_0;2D Disc_3;16.0;0.04207801818847656
+Impartial Culture_0;2D Disc_4;16.0;0.04291534423828125
+Impartial Culture_0;2D Disc_5;13.0;0.04204392433166504
+Impartial Culture_0;2D Disc_6;11.0;0.041887760162353516
+Impartial Culture_0;2D Disc_7;12.0;0.04288911819458008
+Impartial Culture_0;2D Disc_8;9.0;0.04288339614868164
+Impartial Culture_0;2D Disc_9;11.0;0.041886091232299805
+Impartial Culture_0;3D Cube_0;11.0;0.04288601875305176
+Impartial Culture_0;3D Cube_1;10.0;0.04188990592956543
+Impartial Culture_0;3D Cube_2;17.0;0.04288339614868164
+Impartial Culture_0;3D Cube_3;14.0;0.04323244094848633
+Impartial Culture_0;3D Cube_4;12.0;0.04307270050048828
+Impartial Culture_0;3D Cube_5;12.0;0.046178340911865234
+Impartial Culture_0;3D Cube_6;12.0;0.043044328689575195
+Impartial Culture_0;3D Cube_7;10.0;0.04302406311035156
+Impartial Culture_0;3D Cube_8;9.0;0.04708266258239746
+Impartial Culture_0;3D Cube_9;10.0;0.044074058532714844
+Impartial Culture_0;2D Sphere_0;13.0;0.04295992851257324
+Impartial Culture_0;2D Sphere_1;11.0;0.048607587814331055
+Impartial Culture_0;2D Sphere_2;14.0;0.050734519958496094
+Impartial Culture_0;2D Sphere_3;16.0;0.04654550552368164
+Impartial Culture_0;2D Sphere_4;10.0;0.04451322555541992
+Impartial Culture_0;2D Sphere_5;10.0;0.04316210746765137
+Impartial Culture_0;2D Sphere_6;11.0;0.042935848236083984
+Impartial Culture_0;2D Sphere_7;11.0;0.042134761810302734
+Impartial Culture_0;2D Sphere_8;8.0;0.043074607849121094
+Impartial Culture_0;2D Sphere_9;14.0;0.043132781982421875
+Impartial Culture_0;3D Sphere_0;15.0;0.043079376220703125
+Impartial Culture_0;3D Sphere_1;7.0;0.04338717460632324
+Impartial Culture_0;3D Sphere_2;8.0;0.04406023025512695
+Impartial Culture_0;3D Sphere_3;15.0;0.043125152587890625
+Impartial Culture_0;3D Sphere_4;12.0;0.04426121711730957
+Impartial Culture_0;3D Sphere_5;13.0;0.042043209075927734
+Impartial Culture_0;3D Sphere_6;8.0;0.04408884048461914
+Impartial Culture_0;3D Sphere_7;11.0;0.04295635223388672
+Impartial Culture_0;3D Sphere_8;11.0;0.044439077377319336
+Impartial Culture_0;3D Sphere_9;12.0;0.04423642158508301
+Impartial Culture_0;Urn culture_id 0.1_0;10.0;0.04421687126159668
+Impartial Culture_0;Urn culture_id 0.1_1;11.0;0.04291963577270508
+Impartial Culture_0;Urn culture_id 0.1_2;18.0;0.04314064979553223
+Impartial Culture_0;Urn culture_id 0.1_3;12.0;0.04288029670715332
+Impartial Culture_0;Urn culture_id 0.1_4;24.0;0.046875715255737305
+Impartial Culture_0;Urn culture_id 0.1_5;15.0;0.042886972427368164
+Impartial Culture_0;Urn culture_id 0.1_6;9.0;0.04384946823120117
+Impartial Culture_0;Urn culture_id 0.1_7;13.0;0.04886984825134277
+Impartial Culture_0;Urn culture_id 0.1_8;10.0;0.04910564422607422
+Impartial Culture_0;Urn culture_id 0.1_9;13.0;0.043250322341918945
+Impartial Culture_0;Norm-Mallows 0.5_0;16.0;0.041889190673828125
+Impartial Culture_0;Norm-Mallows 0.5_1;13.0;0.044002532958984375
+Impartial Culture_0;Norm-Mallows 0.5_2;10.0;0.04201030731201172
+Impartial Culture_0;Norm-Mallows 0.5_3;16.0;0.04188942909240723
+Impartial Culture_0;Norm-Mallows 0.5_4;13.0;0.0418546199798584
+Impartial Culture_0;Norm-Mallows 0.5_5;15.0;0.04291892051696777
+Impartial Culture_0;Norm-Mallows 0.5_6;17.0;0.04211568832397461
+Impartial Culture_0;Norm-Mallows 0.5_7;14.0;0.04288625717163086
+Impartial Culture_0;Norm-Mallows 0.5_8;12.0;0.04194140434265137
+Impartial Culture_0;Norm-Mallows 0.5_9;11.0;0.045465946197509766
+Impartial Culture_0;Urn culture_id (gamma)_0;8.0;0.043207406997680664
+Impartial Culture_0;Urn culture_id (gamma)_1;7.0;0.04413795471191406
+Impartial Culture_0;Urn culture_id (gamma)_2;8.0;0.04311990737915039
+Impartial Culture_0;Urn culture_id (gamma)_3;10.0;0.05031871795654297
+Impartial Culture_0;Urn culture_id (gamma)_4;9.0;0.05156230926513672
+Impartial Culture_0;Urn culture_id (gamma)_5;10.0;0.048645973205566406
+Impartial Culture_0;Urn culture_id (gamma)_6;10.0;0.04994511604309082
+Impartial Culture_0;Urn culture_id (gamma)_7;9.0;0.047798871994018555
+Impartial Culture_0;Urn culture_id (gamma)_8;10.0;0.05267643928527832
+Impartial Culture_0;Urn culture_id (gamma)_9;7.0;0.04571890830993652
+Impartial Culture_0;ID;30.0;0.04197502136230469
+Impartial Culture_0;UN_0;8.0;0.041887760162353516
+Impartial Culture_0;UN_1;9.0;0.04192042350769043
+Impartial Culture_0;UN_2;6.0;0.044521331787109375
+Impartial Culture_0;UN_3;9.0;0.04788327217102051
+Impartial Culture_0;AN;18.0;0.04988360404968262
+Impartial Culture_1;Impartial Culture_2;7.0;0.04763340950012207
+Impartial Culture_1;Impartial Culture_3;9.0;0.043538570404052734
+Impartial Culture_1;Impartial Culture_4;10.0;0.04204511642456055
+Impartial Culture_1;Impartial Culture_5;8.0;0.042014122009277344
+Impartial Culture_1;Impartial Culture_6;12.0;0.041889190673828125
+Impartial Culture_1;Impartial Culture_7;10.0;0.04422259330749512
+Impartial Culture_1;Impartial Culture_8;8.0;0.047971487045288086
+Impartial Culture_1;Impartial Culture_9;13.0;0.05498671531677246
+Impartial Culture_1;IAC_0;10.0;0.050656795501708984
+Impartial Culture_1;IAC_1;7.0;0.049713134765625
+Impartial Culture_1;IAC_2;8.0;0.05063438415527344
+Impartial Culture_1;IAC_3;8.0;0.04957318305969238
+Impartial Culture_1;IAC_4;9.0;0.046582937240600586
+Impartial Culture_1;IAC_5;12.0;0.044527292251586914
+Impartial Culture_1;IAC_6;11.0;0.04989361763000488
+Impartial Culture_1;IAC_7;13.0;0.04964947700500488
+Impartial Culture_1;IAC_8;12.0;0.0524752140045166
+Impartial Culture_1;IAC_9;13.0;0.051685333251953125
+Impartial Culture_1;SP by Conitzer_0;16.0;0.0476071834564209
+Impartial Culture_1;SP by Conitzer_1;20.0;0.04746508598327637
+Impartial Culture_1;SP by Conitzer_2;12.0;0.04320383071899414
+Impartial Culture_1;SP by Conitzer_3;15.0;0.042325735092163086
+Impartial Culture_1;SP by Conitzer_4;12.0;0.042987823486328125
+Impartial Culture_1;SP by Conitzer_5;14.0;0.04309558868408203
+Impartial Culture_1;SP by Conitzer_6;11.0;0.04309248924255371
+Impartial Culture_1;SP by Conitzer_7;11.0;0.04566454887390137
+Impartial Culture_1;SP by Conitzer_8;14.0;0.0435028076171875
+Impartial Culture_1;SP by Conitzer_9;16.0;0.0446779727935791
+Impartial Culture_1;SP by Walsh_0;16.0;0.04462146759033203
+Impartial Culture_1;SP by Walsh_1;17.0;0.043959617614746094
+Impartial Culture_1;SP by Walsh_2;17.0;0.04327082633972168
+Impartial Culture_1;SP by Walsh_3;14.0;0.04310774803161621
+Impartial Culture_1;SP by Walsh_4;19.0;0.04334306716918945
+Impartial Culture_1;SP by Walsh_5;16.0;0.042972564697265625
+Impartial Culture_1;SP by Walsh_6;16.0;0.04308652877807617
+Impartial Culture_1;SP by Walsh_7;13.0;0.04201626777648926
+Impartial Culture_1;SP by Walsh_8;16.0;0.04203987121582031
+Impartial Culture_1;SP by Walsh_9;17.0;0.04204058647155762
+Impartial Culture_1;SPOC_0;12.0;0.04285240173339844
+Impartial Culture_1;SPOC_1;10.0;0.041924476623535156
+Impartial Culture_1;SPOC_2;11.0;0.04204964637756348
+Impartial Culture_1;SPOC_3;10.0;0.04188847541809082
+Impartial Culture_1;SPOC_4;6.0;0.04506039619445801
+Impartial Culture_1;SPOC_5;9.0;0.04189038276672363
+Impartial Culture_1;SPOC_6;10.0;0.0418853759765625
+Impartial Culture_1;SPOC_7;9.0;0.042109012603759766
+Impartial Culture_1;SPOC_8;8.0;0.042917728424072266
+Impartial Culture_1;SPOC_9;7.0;0.04288625717163086
+Impartial Culture_1;Group-Separable_0;16.0;0.04188823699951172
+Impartial Culture_1;Group-Separable_1;14.0;0.04188966751098633
+Impartial Culture_1;Group-Separable_2;16.0;0.04504585266113281
+Impartial Culture_1;Group-Separable_3;13.0;0.0499119758605957
+Impartial Culture_1;Group-Separable_4;18.0;0.04417705535888672
+Impartial Culture_1;Group-Separable_5;10.0;0.042977094650268555
+Impartial Culture_1;Group-Separable_6;10.0;0.04288482666015625
+Impartial Culture_1;Group-Separable_7;11.0;0.052942514419555664
+Impartial Culture_1;Group-Separable_8;18.0;0.04200100898742676
+Impartial Culture_1;Group-Separable_9;16.0;0.04288840293884277
+Impartial Culture_1;Single-Crossing_0;17.0;0.0418853759765625
+Impartial Culture_1;Single-Crossing_1;16.0;0.04288530349731445
+Impartial Culture_1;Single-Crossing_2;14.0;0.04188823699951172
+Impartial Culture_1;Single-Crossing_3;12.0;0.041890621185302734
+Impartial Culture_1;Single-Crossing_4;16.0;0.042018890380859375
+Impartial Culture_1;Single-Crossing_5;18.0;0.04288172721862793
+Impartial Culture_1;Single-Crossing_6;19.0;0.04189038276672363
+Impartial Culture_1;Single-Crossing_7;17.0;0.0418853759765625
+Impartial Culture_1;Single-Crossing_8;17.0;0.04299306869506836
+Impartial Culture_1;Single-Crossing_9;19.0;0.041967153549194336
+Impartial Culture_1;1D Interval_0;16.0;0.04295229911804199
+Impartial Culture_1;1D Interval_1;18.0;0.041937828063964844
+Impartial Culture_1;1D Interval_2;15.0;0.04231095314025879
+Impartial Culture_1;1D Interval_3;16.0;0.04210925102233887
+Impartial Culture_1;1D Interval_4;24.0;0.0429534912109375
+Impartial Culture_1;1D Interval_5;15.0;0.04320979118347168
+Impartial Culture_1;1D Interval_6;21.0;0.04844832420349121
+Impartial Culture_1;1D Interval_7;18.0;0.05038738250732422
+Impartial Culture_1;1D Interval_8;21.0;0.04952216148376465
+Impartial Culture_1;1D Interval_9;15.0;0.05047297477722168
+Impartial Culture_1;2D Disc_0;15.0;0.04314851760864258
+Impartial Culture_1;2D Disc_1;9.0;0.046840667724609375
+Impartial Culture_1;2D Disc_2;17.0;0.041977882385253906
+Impartial Culture_1;2D Disc_3;20.0;0.04391741752624512
+Impartial Culture_1;2D Disc_4;20.0;0.041884660720825195
+Impartial Culture_1;2D Disc_5;17.0;0.04288530349731445
+Impartial Culture_1;2D Disc_6;13.0;0.04297327995300293
+Impartial Culture_1;2D Disc_7;14.0;0.042882442474365234
+Impartial Culture_1;2D Disc_8;9.0;0.04188799858093262
+Impartial Culture_1;2D Disc_9;13.0;0.04188823699951172
+Impartial Culture_1;3D Cube_0;13.0;0.04188799858093262
+Impartial Culture_1;3D Cube_1;10.0;0.04188823699951172
+Impartial Culture_1;3D Cube_2;19.0;0.041887760162353516
+Impartial Culture_1;3D Cube_3;16.0;0.04188871383666992
+Impartial Culture_1;3D Cube_4;14.0;0.04188704490661621
+Impartial Culture_1;3D Cube_5;12.0;0.04188799858093262
+Impartial Culture_1;3D Cube_6;16.0;0.04189109802246094
+Impartial Culture_1;3D Cube_7;12.0;0.0418851375579834
+Impartial Culture_1;3D Cube_8;9.0;0.0431818962097168
+Impartial Culture_1;3D Cube_9;12.0;0.04301190376281738
+Impartial Culture_1;2D Sphere_0;17.0;0.04214596748352051
+Impartial Culture_1;2D Sphere_1;15.0;0.04305100440979004
+Impartial Culture_1;2D Sphere_2;14.0;0.04304337501525879
+Impartial Culture_1;2D Sphere_3;20.0;0.04203486442565918
+Impartial Culture_1;2D Sphere_4;12.0;0.04532170295715332
+Impartial Culture_1;2D Sphere_5;12.0;0.05009818077087402
+Impartial Culture_1;2D Sphere_6;15.0;0.052968740463256836
+Impartial Culture_1;2D Sphere_7;11.0;0.05090951919555664
+Impartial Culture_1;2D Sphere_8;12.0;0.05330514907836914
+Impartial Culture_1;2D Sphere_9;18.0;0.05122733116149902
+Impartial Culture_1;3D Sphere_0;17.0;0.047952890396118164
+Impartial Culture_1;3D Sphere_1;9.0;0.04782223701477051
+Impartial Culture_1;3D Sphere_2;10.0;0.045873403549194336
+Impartial Culture_1;3D Sphere_3;15.0;0.04820823669433594
+Impartial Culture_1;3D Sphere_4;12.0;0.04869508743286133
+Impartial Culture_1;3D Sphere_5;17.0;0.04600667953491211
+Impartial Culture_1;3D Sphere_6;10.0;0.049869537353515625
+Impartial Culture_1;3D Sphere_7;11.0;0.04994654655456543
+Impartial Culture_1;3D Sphere_8;11.0;0.04899930953979492
+Impartial Culture_1;3D Sphere_9;12.0;0.04586291313171387
+Impartial Culture_1;Urn culture_id 0.1_0;10.0;0.05069541931152344
+Impartial Culture_1;Urn culture_id 0.1_1;9.0;0.05488157272338867
+Impartial Culture_1;Urn culture_id 0.1_2;18.0;0.05463004112243652
+Impartial Culture_1;Urn culture_id 0.1_3;12.0;0.05775761604309082
+Impartial Culture_1;Urn culture_id 0.1_4;28.0;0.05162405967712402
+Impartial Culture_1;Urn culture_id 0.1_5;15.0;0.05063652992248535
+Impartial Culture_1;Urn culture_id 0.1_6;9.0;0.05584979057312012
+Impartial Culture_1;Urn culture_id 0.1_7;13.0;0.05028820037841797
+Impartial Culture_1;Urn culture_id 0.1_8;10.0;0.0481107234954834
+Impartial Culture_1;Urn culture_id 0.1_9;15.0;0.04780387878417969
+Impartial Culture_1;Norm-Mallows 0.5_0;20.0;0.04567360877990723
+Impartial Culture_1;Norm-Mallows 0.5_1;17.0;0.045845746994018555
+Impartial Culture_1;Norm-Mallows 0.5_2;12.0;0.04667520523071289
+Impartial Culture_1;Norm-Mallows 0.5_3;18.0;0.047124624252319336
+Impartial Culture_1;Norm-Mallows 0.5_4;17.0;0.04468512535095215
+Impartial Culture_1;Norm-Mallows 0.5_5;19.0;0.041887760162353516
+Impartial Culture_1;Norm-Mallows 0.5_6;21.0;0.04288506507873535
+Impartial Culture_1;Norm-Mallows 0.5_7;14.0;0.04189157485961914
+Impartial Culture_1;Norm-Mallows 0.5_8;12.0;0.0429539680480957
+Impartial Culture_1;Norm-Mallows 0.5_9;13.0;0.041887760162353516
+Impartial Culture_1;Urn culture_id (gamma)_0;12.0;0.04205608367919922
+Impartial Culture_1;Urn culture_id (gamma)_1;7.0;0.042882680892944336
+Impartial Culture_1;Urn culture_id (gamma)_2;8.0;0.04204201698303223
+Impartial Culture_1;Urn culture_id (gamma)_3;12.0;0.04288649559020996
+Impartial Culture_1;Urn culture_id (gamma)_4;9.0;0.04203462600708008
+Impartial Culture_1;Urn culture_id (gamma)_5;8.0;0.04188990592956543
+Impartial Culture_1;Urn culture_id (gamma)_6;12.0;0.04188823699951172
+Impartial Culture_1;Urn culture_id (gamma)_7;7.0;0.04306936264038086
+Impartial Culture_1;Urn culture_id (gamma)_8;10.0;0.04192090034484863
+Impartial Culture_1;Urn culture_id (gamma)_9;9.0;0.04188871383666992
+Impartial Culture_1;ID;34.0;0.04189038276672363
+Impartial Culture_1;UN_0;6.0;0.0418848991394043
+Impartial Culture_1;UN_1;7.0;0.04188823699951172
+Impartial Culture_1;UN_2;6.0;0.041887521743774414
+Impartial Culture_1;UN_3;7.0;0.042885541915893555
+Impartial Culture_1;AN;16.0;0.041887521743774414
+Impartial Culture_2;Impartial Culture_3;8.0;0.04189157485961914
+Impartial Culture_2;Impartial Culture_4;11.0;0.0418848991394043
+Impartial Culture_2;Impartial Culture_5;9.0;0.04288482666015625
+Impartial Culture_2;Impartial Culture_6;13.0;0.04188847541809082
+Impartial Culture_2;Impartial Culture_7;11.0;0.045610666275024414
+Impartial Culture_2;Impartial Culture_8;7.0;0.04841017723083496
+Impartial Culture_2;Impartial Culture_9;12.0;0.04816937446594238
+Impartial Culture_2;IAC_0;11.0;0.04558706283569336
+Impartial Culture_2;IAC_1;8.0;0.04298233985900879
+Impartial Culture_2;IAC_2;7.0;0.04299736022949219
+Impartial Culture_2;IAC_3;7.0;0.04188847541809082
+Impartial Culture_2;IAC_4;8.0;0.04291367530822754
+Impartial Culture_2;IAC_5;13.0;0.04288506507873535
+Impartial Culture_2;IAC_6;10.0;0.0459895133972168
+Impartial Culture_2;IAC_7;12.0;0.04388165473937988
+Impartial Culture_2;IAC_8;13.0;0.042885780334472656
+Impartial Culture_2;IAC_9;14.0;0.04188728332519531
+Impartial Culture_2;SP by Conitzer_0;17.0;0.04188871383666992
+Impartial Culture_2;SP by Conitzer_1;21.0;0.04288482666015625
+Impartial Culture_2;SP by Conitzer_2;11.0;0.04188895225524902
+Impartial Culture_2;SP by Conitzer_3;14.0;0.041889190673828125
+Impartial Culture_2;SP by Conitzer_4;13.0;0.04288458824157715
+Impartial Culture_2;SP by Conitzer_5;15.0;0.0420534610748291
+Impartial Culture_2;SP by Conitzer_6;10.0;0.04188871383666992
+Impartial Culture_2;SP by Conitzer_7;10.0;0.041887760162353516
+Impartial Culture_2;SP by Conitzer_8;13.0;0.042044878005981445
+Impartial Culture_2;SP by Conitzer_9;17.0;0.04288625717163086
+Impartial Culture_2;SP by Walsh_0;15.0;0.04189300537109375
+Impartial Culture_2;SP by Walsh_1;18.0;0.04188680648803711
+Impartial Culture_2;SP by Walsh_2;18.0;0.042886972427368164
+Impartial Culture_2;SP by Walsh_3;13.0;0.04205441474914551
+Impartial Culture_2;SP by Walsh_4;18.0;0.04203987121582031
+Impartial Culture_2;SP by Walsh_5;15.0;0.045248985290527344
+Impartial Culture_2;SP by Walsh_6;15.0;0.051995277404785156
+Impartial Culture_2;SP by Walsh_7;14.0;0.05292344093322754
+Impartial Culture_2;SP by Walsh_8;15.0;0.05122256278991699
+Impartial Culture_2;SP by Walsh_9;16.0;0.05019378662109375
+Impartial Culture_2;SPOC_0;13.0;0.05380821228027344
+Impartial Culture_2;SPOC_1;7.0;0.05225062370300293
+Impartial Culture_2;SPOC_2;10.0;0.05219268798828125
+Impartial Culture_2;SPOC_3;9.0;0.04796767234802246
+Impartial Culture_2;SPOC_4;11.0;0.044329166412353516
+Impartial Culture_2;SPOC_5;12.0;0.04295849800109863
+Impartial Culture_2;SPOC_6;9.0;0.04288506507873535
+Impartial Culture_2;SPOC_7;12.0;0.04188871383666992
+Impartial Culture_2;SPOC_8;5.0;0.04781627655029297
+Impartial Culture_2;SPOC_9;10.0;0.050141334533691406
+Impartial Culture_2;Group-Separable_0;13.0;0.04892277717590332
+Impartial Culture_2;Group-Separable_1;17.0;0.04902362823486328
+Impartial Culture_2;Group-Separable_2;13.0;0.04477810859680176
+Impartial Culture_2;Group-Separable_3;12.0;0.04802894592285156
+Impartial Culture_2;Group-Separable_4;19.0;0.04886627197265625
+Impartial Culture_2;Group-Separable_5;11.0;0.043483734130859375
+Impartial Culture_2;Group-Separable_6;11.0;0.04298567771911621
+Impartial Culture_2;Group-Separable_7;10.0;0.04308795928955078
+Impartial Culture_2;Group-Separable_8;19.0;0.04288458824157715
+Impartial Culture_2;Group-Separable_9;13.0;0.04601025581359863
+Impartial Culture_2;Single-Crossing_0;18.0;0.05284523963928223
+Impartial Culture_2;Single-Crossing_1;17.0;0.049878835678100586
+Impartial Culture_2;Single-Crossing_2;17.0;0.047547340393066406
+Impartial Culture_2;Single-Crossing_3;11.0;0.04808974266052246
+Impartial Culture_2;Single-Crossing_4;13.0;0.04836702346801758
+Impartial Culture_2;Single-Crossing_5;17.0;0.0433349609375
+Impartial Culture_2;Single-Crossing_6;16.0;0.04288506507873535
+Impartial Culture_2;Single-Crossing_7;16.0;0.04189109802246094
+Impartial Culture_2;Single-Crossing_8;16.0;0.04288196563720703
+Impartial Culture_2;Single-Crossing_9;18.0;0.045908451080322266
+Impartial Culture_2;1D Interval_0;17.0;0.048197031021118164
+Impartial Culture_2;1D Interval_1;19.0;0.04811549186706543
+Impartial Culture_2;1D Interval_2;14.0;0.04724240303039551
+Impartial Culture_2;1D Interval_3;13.0;0.048067331314086914
+Impartial Culture_2;1D Interval_4;25.0;0.04898214340209961
+Impartial Culture_2;1D Interval_5;14.0;0.04461240768432617
+Impartial Culture_2;1D Interval_6;20.0;0.04204416275024414
+Impartial Culture_2;1D Interval_7;19.0;0.042885780334472656
+Impartial Culture_2;1D Interval_8;22.0;0.04188799858093262
+Impartial Culture_2;1D Interval_9;16.0;0.04646420478820801
+Impartial Culture_2;2D Disc_0;16.0;0.04781699180603027
+Impartial Culture_2;2D Disc_1;10.0;0.05210137367248535
+Impartial Culture_2;2D Disc_2;16.0;0.04690718650817871
+Impartial Culture_2;2D Disc_3;19.0;0.057211875915527344
+Impartial Culture_2;2D Disc_4;19.0;0.04563546180725098
+Impartial Culture_2;2D Disc_5;14.0;0.042936086654663086
+Impartial Culture_2;2D Disc_6;12.0;0.04288506507873535
+Impartial Culture_2;2D Disc_7;13.0;0.0462646484375
+Impartial Culture_2;2D Disc_8;10.0;0.04816794395446777
+Impartial Culture_2;2D Disc_9;14.0;0.04820704460144043
+Impartial Culture_2;3D Cube_0;10.0;0.0471339225769043
+Impartial Culture_2;3D Cube_1;9.0;0.04674053192138672
+Impartial Culture_2;3D Cube_2;16.0;0.04728341102600098
+Impartial Culture_2;3D Cube_3;17.0;0.04599905014038086
+Impartial Culture_2;3D Cube_4;15.0;0.0429987907409668
+Impartial Culture_2;3D Cube_5;15.0;0.042945146560668945
+Impartial Culture_2;3D Cube_6;15.0;0.04692244529724121
+Impartial Culture_2;3D Cube_7;13.0;0.0491030216217041
+Impartial Culture_2;3D Cube_8;10.0;0.047739267349243164
+Impartial Culture_2;3D Cube_9;7.0;0.05104351043701172
+Impartial Culture_2;2D Sphere_0;14.0;0.05176210403442383
+Impartial Culture_2;2D Sphere_1;14.0;0.04455447196960449
+Impartial Culture_2;2D Sphere_2;15.0;0.043482065200805664
+Impartial Culture_2;2D Sphere_3;17.0;0.04240083694458008
+Impartial Culture_2;2D Sphere_4;9.0;0.04300069808959961
+Impartial Culture_2;2D Sphere_5;11.0;0.04288530349731445
+Impartial Culture_2;2D Sphere_6;14.0;0.04304075241088867
+Impartial Culture_2;2D Sphere_7;12.0;0.041887760162353516
+Impartial Culture_2;2D Sphere_8;13.0;0.05495715141296387
+Impartial Culture_2;2D Sphere_9;15.0;0.05180859565734863
+Impartial Culture_2;3D Sphere_0;18.0;0.04837632179260254
+Impartial Culture_2;3D Sphere_1;10.0;0.05177807807922363
+Impartial Culture_2;3D Sphere_2;9.0;0.04808855056762695
+Impartial Culture_2;3D Sphere_3;16.0;0.045813560485839844
+Impartial Culture_2;3D Sphere_4;13.0;0.04902219772338867
+Impartial Culture_2;3D Sphere_5;14.0;0.04680013656616211
+Impartial Culture_2;3D Sphere_6;9.0;0.0484771728515625
+Impartial Culture_2;3D Sphere_7;12.0;0.04828667640686035
+Impartial Culture_2;3D Sphere_8;10.0;0.04473686218261719
+Impartial Culture_2;3D Sphere_9;13.0;0.04310894012451172
+Impartial Culture_2;Urn culture_id 0.1_0;11.0;0.04304003715515137
+Impartial Culture_2;Urn culture_id 0.1_1;12.0;0.042886972427368164
+Impartial Culture_2;Urn culture_id 0.1_2;19.0;0.04541206359863281
+Impartial Culture_2;Urn culture_id 0.1_3;13.0;0.05318403244018555
+Impartial Culture_2;Urn culture_id 0.1_4;27.0;0.051586151123046875
+Impartial Culture_2;Urn culture_id 0.1_5;16.0;0.05381035804748535
+Impartial Culture_2;Urn culture_id 0.1_6;8.0;0.051860809326171875
+Impartial Culture_2;Urn culture_id 0.1_7;14.0;0.04990124702453613
+Impartial Culture_2;Urn culture_id 0.1_8;9.0;0.04787015914916992
+Impartial Culture_2;Urn culture_id 0.1_9;14.0;0.04388165473937988
+Impartial Culture_2;Norm-Mallows 0.5_0;19.0;0.04298877716064453
+Impartial Culture_2;Norm-Mallows 0.5_1;16.0;0.04718303680419922
+Impartial Culture_2;Norm-Mallows 0.5_2;11.0;0.048096418380737305
+Impartial Culture_2;Norm-Mallows 0.5_3;17.0;0.05398821830749512
+Impartial Culture_2;Norm-Mallows 0.5_4;16.0;0.04707813262939453
+Impartial Culture_2;Norm-Mallows 0.5_5;18.0;0.04794716835021973
+Impartial Culture_2;Norm-Mallows 0.5_6;20.0;0.04591965675354004
+Impartial Culture_2;Norm-Mallows 0.5_7;15.0;0.04444313049316406
+Impartial Culture_2;Norm-Mallows 0.5_8;11.0;0.042885541915893555
+Impartial Culture_2;Norm-Mallows 0.5_9;14.0;0.04204154014587402
+Impartial Culture_2;Urn culture_id (gamma)_0;13.0;0.04304671287536621
+Impartial Culture_2;Urn culture_id (gamma)_1;8.0;0.047867536544799805
+Impartial Culture_2;Urn culture_id (gamma)_2;9.0;0.04926633834838867
+Impartial Culture_2;Urn culture_id (gamma)_3;13.0;0.04671502113342285
+Impartial Culture_2;Urn culture_id (gamma)_4;8.0;0.0490117073059082
+Impartial Culture_2;Urn culture_id (gamma)_5;7.0;0.05193018913269043
+Impartial Culture_2;Urn culture_id (gamma)_6;13.0;0.055406808853149414
+Impartial Culture_2;Urn culture_id (gamma)_7;6.0;0.044759511947631836
+Impartial Culture_2;Urn culture_id (gamma)_8;11.0;0.048348188400268555
+Impartial Culture_2;Urn culture_id (gamma)_9;8.0;0.049941301345825195
+Impartial Culture_2;ID;31.0;0.04939460754394531
+Impartial Culture_2;UN_0;7.0;0.04409146308898926
+Impartial Culture_2;UN_1;8.0;0.04450082778930664
+Impartial Culture_2;UN_2;9.0;0.05083203315734863
+Impartial Culture_2;UN_3;8.0;0.04721713066101074
+Impartial Culture_2;AN;17.0;0.04568839073181152
+Impartial Culture_3;Impartial Culture_4;9.0;0.04214215278625488
+Impartial Culture_3;Impartial Culture_5;9.0;0.04303717613220215
+Impartial Culture_3;Impartial Culture_6;9.0;0.04288530349731445
+Impartial Culture_3;Impartial Culture_7;11.0;0.04199552536010742
+Impartial Culture_3;Impartial Culture_8;7.0;0.042885780334472656
+Impartial Culture_3;Impartial Culture_9;10.0;0.04425954818725586
+Impartial Culture_3;IAC_0;9.0;0.0470430850982666
+Impartial Culture_3;IAC_1;10.0;0.04688143730163574
+Impartial Culture_3;IAC_2;9.0;0.045751094818115234
+Impartial Culture_3;IAC_3;9.0;0.056366920471191406
+Impartial Culture_3;IAC_4;10.0;0.05050373077392578
+Impartial Culture_3;IAC_5;11.0;0.0505526065826416
+Impartial Culture_3;IAC_6;10.0;0.049488067626953125
+Impartial Culture_3;IAC_7;10.0;0.04722166061401367
+Impartial Culture_3;IAC_8;9.0;0.042853593826293945
+Impartial Culture_3;IAC_9;14.0;0.04237818717956543
+Impartial Culture_3;SP by Conitzer_0;15.0;0.04288053512573242
+Impartial Culture_3;SP by Conitzer_1;19.0;0.04219388961791992
+Impartial Culture_3;SP by Conitzer_2;11.0;0.04288673400878906
+Impartial Culture_3;SP by Conitzer_3;12.0;0.04288125038146973
+Impartial Culture_3;SP by Conitzer_4;13.0;0.041890859603881836
+Impartial Culture_3;SP by Conitzer_5;15.0;0.04302978515625
+Impartial Culture_3;SP by Conitzer_6;12.0;0.042888641357421875
+Impartial Culture_3;SP by Conitzer_7;10.0;0.04204368591308594
+Impartial Culture_3;SP by Conitzer_8;15.0;0.04288506507873535
+Impartial Culture_3;SP by Conitzer_9;17.0;0.04188895225524902
+Impartial Culture_3;SP by Walsh_0;13.0;0.04288363456726074
+Impartial Culture_3;SP by Walsh_1;14.0;0.042885541915893555
+Impartial Culture_3;SP by Walsh_2;14.0;0.041889190673828125
+Impartial Culture_3;SP by Walsh_3;11.0;0.04288434982299805
+Impartial Culture_3;SP by Walsh_4;14.0;0.04288482666015625
+Impartial Culture_3;SP by Walsh_5;15.0;0.04188942909240723
+Impartial Culture_3;SP by Walsh_6;13.0;0.04296064376831055
+Impartial Culture_3;SP by Walsh_7;12.0;0.04288482666015625
+Impartial Culture_3;SP by Walsh_8;13.0;0.041889190673828125
+Impartial Culture_3;SP by Walsh_9;14.0;0.044013261795043945
+Impartial Culture_3;SPOC_0;11.0;0.04204988479614258
+Impartial Culture_3;SPOC_1;11.0;0.0430452823638916
+Impartial Culture_3;SPOC_2;10.0;0.04501795768737793
+Impartial Culture_3;SPOC_3;9.0;0.0493617057800293
+Impartial Culture_3;SPOC_4;9.0;0.049520254135131836
+Impartial Culture_3;SPOC_5;10.0;0.04950737953186035
+Impartial Culture_3;SPOC_6;7.0;0.05051255226135254
+Impartial Culture_3;SPOC_7;10.0;0.04944300651550293
+Impartial Culture_3;SPOC_8;9.0;0.05051755905151367
+Impartial Culture_3;SPOC_9;10.0;0.04951190948486328
+Impartial Culture_3;Group-Separable_0;15.0;0.05050492286682129
+Impartial Culture_3;Group-Separable_1;15.0;0.04941415786743164
+Impartial Culture_3;Group-Separable_2;15.0;0.05056428909301758
+Impartial Culture_3;Group-Separable_3;16.0;0.04951930046081543
+Impartial Culture_3;Group-Separable_4;19.0;0.049515724182128906
+Impartial Culture_3;Group-Separable_5;9.0;0.05052757263183594
+Impartial Culture_3;Group-Separable_6;11.0;0.04958987236022949
+Impartial Culture_3;Group-Separable_7;12.0;0.05050182342529297
+Impartial Culture_3;Group-Separable_8;19.0;0.049433231353759766
+Impartial Culture_3;Group-Separable_9;15.0;0.05053114891052246
+Impartial Culture_3;Single-Crossing_0;14.0;0.04935002326965332
+Impartial Culture_3;Single-Crossing_1;15.0;0.050421953201293945
+Impartial Culture_3;Single-Crossing_2;15.0;0.049513816833496094
+Impartial Culture_3;Single-Crossing_3;13.0;0.04953289031982422
+Impartial Culture_3;Single-Crossing_4;11.0;0.049513816833496094
+Impartial Culture_3;Single-Crossing_5;15.0;0.04958510398864746
+Impartial Culture_3;Single-Crossing_6;16.0;0.045073509216308594
+Impartial Culture_3;Single-Crossing_7;12.0;0.04288482666015625
+Impartial Culture_3;Single-Crossing_8;14.0;0.041890621185302734
+Impartial Culture_3;Single-Crossing_9;18.0;0.0418848991394043
+Impartial Culture_3;1D Interval_0;15.0;0.04188847541809082
+Impartial Culture_3;1D Interval_1;17.0;0.04288482666015625
+Impartial Culture_3;1D Interval_2;16.0;0.04188847541809082
+Impartial Culture_3;1D Interval_3;13.0;0.04188871383666992
+Impartial Culture_3;1D Interval_4;23.0;0.04188799858093262
+Impartial Culture_3;1D Interval_5;10.0;0.04288673400878906
+Impartial Culture_3;1D Interval_6;18.0;0.0418858528137207
+Impartial Culture_3;1D Interval_7;19.0;0.04288506507873535
+Impartial Culture_3;1D Interval_8;20.0;0.04204678535461426
+Impartial Culture_3;1D Interval_9;14.0;0.04288530349731445
+Impartial Culture_3;2D Disc_0;12.0;0.0440366268157959
+Impartial Culture_3;2D Disc_1;10.0;0.04291415214538574
+Impartial Culture_3;2D Disc_2;14.0;0.04385185241699219
+Impartial Culture_3;2D Disc_3;17.0;0.04291844367980957
+Impartial Culture_3;2D Disc_4;17.0;0.0418856143951416
+Impartial Culture_3;2D Disc_5;14.0;0.04288601875305176
+Impartial Culture_3;2D Disc_6;12.0;0.043851375579833984
+Impartial Culture_3;2D Disc_7;11.0;0.04191899299621582
+Impartial Culture_3;2D Disc_8;8.0;0.044179677963256836
+Impartial Culture_3;2D Disc_9;14.0;0.04302406311035156
+Impartial Culture_3;3D Cube_0;10.0;0.04222464561462402
+Impartial Culture_3;3D Cube_1;9.0;0.04299664497375488
+Impartial Culture_3;3D Cube_2;16.0;0.04304170608520508
+Impartial Culture_3;3D Cube_3;15.0;0.04404711723327637
+Impartial Culture_3;3D Cube_4;13.0;0.04298138618469238
+Impartial Culture_3;3D Cube_5;11.0;0.0431523323059082
+Impartial Culture_3;3D Cube_6;11.0;0.04288625717163086
+Impartial Culture_3;3D Cube_7;11.0;0.04288196563720703
+Impartial Culture_3;3D Cube_8;8.0;0.041890621185302734
+Impartial Culture_3;3D Cube_9;11.0;0.04288291931152344
+Impartial Culture_3;2D Sphere_0;12.0;0.04189014434814453
+Impartial Culture_3;2D Sphere_1;10.0;0.04300236701965332
+Impartial Culture_3;2D Sphere_2;15.0;0.042885780334472656
+Impartial Culture_3;2D Sphere_3;15.0;0.04201483726501465
+Impartial Culture_3;2D Sphere_4;7.0;0.043018341064453125
+Impartial Culture_3;2D Sphere_5;11.0;0.04309535026550293
+Impartial Culture_3;2D Sphere_6;12.0;0.04308819770812988
+Impartial Culture_3;2D Sphere_7;12.0;0.04287981986999512
+Impartial Culture_3;2D Sphere_8;9.0;0.041886329650878906
+Impartial Culture_3;2D Sphere_9;15.0;0.04188895225524902
+Impartial Culture_3;3D Sphere_0;16.0;0.042883872985839844
+Impartial Culture_3;3D Sphere_1;10.0;0.04194021224975586
+Impartial Culture_3;3D Sphere_2;9.0;0.04205799102783203
+Impartial Culture_3;3D Sphere_3;12.0;0.042891740798950195
+Impartial Culture_3;3D Sphere_4;13.0;0.04199361801147461
+Impartial Culture_3;3D Sphere_5;14.0;0.04324650764465332
+Impartial Culture_3;3D Sphere_6;11.0;0.043028831481933594
+Impartial Culture_3;3D Sphere_7;10.0;0.04337716102600098
+Impartial Culture_3;3D Sphere_8;10.0;0.04288649559020996
+Impartial Culture_3;3D Sphere_9;11.0;0.04324793815612793
+Impartial Culture_3;Urn culture_id 0.1_0;9.0;0.04206132888793945
+Impartial Culture_3;Urn culture_id 0.1_1;10.0;0.0440058708190918
+Impartial Culture_3;Urn culture_id 0.1_2;19.0;0.044023990631103516
+Impartial Culture_3;Urn culture_id 0.1_3;11.0;0.04188990592956543
+Impartial Culture_3;Urn culture_id 0.1_4;23.0;0.04302501678466797
+Impartial Culture_3;Urn culture_id 0.1_5;16.0;0.04296422004699707
+Impartial Culture_3;Urn culture_id 0.1_6;12.0;0.04196429252624512
+Impartial Culture_3;Urn culture_id 0.1_7;10.0;0.04301857948303223
+Impartial Culture_3;Urn culture_id 0.1_8;11.0;0.042027950286865234
+Impartial Culture_3;Urn culture_id 0.1_9;14.0;0.044141292572021484
+Impartial Culture_3;Norm-Mallows 0.5_0;17.0;0.04202556610107422
+Impartial Culture_3;Norm-Mallows 0.5_1;14.0;0.04285454750061035
+Impartial Culture_3;Norm-Mallows 0.5_2;9.0;0.042000532150268555
+Impartial Culture_3;Norm-Mallows 0.5_3;15.0;0.04288530349731445
+Impartial Culture_3;Norm-Mallows 0.5_4;14.0;0.04203653335571289
+Impartial Culture_3;Norm-Mallows 0.5_5;14.0;0.0429232120513916
+Impartial Culture_3;Norm-Mallows 0.5_6;16.0;0.041901588439941406
+Impartial Culture_3;Norm-Mallows 0.5_7;15.0;0.04308009147644043
+Impartial Culture_3;Norm-Mallows 0.5_8;9.0;0.04188799858093262
+Impartial Culture_3;Norm-Mallows 0.5_9;12.0;0.04304051399230957
+Impartial Culture_3;Urn culture_id (gamma)_0;11.0;0.04188966751098633
+Impartial Culture_3;Urn culture_id (gamma)_1;8.0;0.04292654991149902
+Impartial Culture_3;Urn culture_id (gamma)_2;9.0;0.04293656349182129
+Impartial Culture_3;Urn culture_id (gamma)_3;11.0;0.04414844512939453
+Impartial Culture_3;Urn culture_id (gamma)_4;6.0;0.043032169342041016
+Impartial Culture_3;Urn culture_id (gamma)_5;9.0;0.04220151901245117
+Impartial Culture_3;Urn culture_id (gamma)_6;7.0;0.04211163520812988
+Impartial Culture_3;Urn culture_id (gamma)_7;8.0;0.04304933547973633
+Impartial Culture_3;Urn culture_id (gamma)_8;9.0;0.04300427436828613
+Impartial Culture_3;Urn culture_id (gamma)_9;6.0;0.04188799858093262
+Impartial Culture_3;ID;29.0;0.04205012321472168
+Impartial Culture_3;UN_0;7.0;0.04341888427734375
+Impartial Culture_3;UN_1;8.0;0.04534316062927246
+Impartial Culture_3;UN_2;7.0;0.04315376281738281
+Impartial Culture_3;UN_3;8.0;0.04292106628417969
+Impartial Culture_3;AN;17.0;0.04288339614868164
+Impartial Culture_4;Impartial Culture_5;10.0;0.04188823699951172
+Impartial Culture_4;Impartial Culture_6;14.0;0.04305219650268555
+Impartial Culture_4;Impartial Culture_7;6.0;0.04298830032348633
+Impartial Culture_4;Impartial Culture_8;12.0;0.04105114936828613
+Impartial Culture_4;Impartial Culture_9;11.0;0.04188847541809082
+Impartial Culture_4;IAC_0;12.0;0.04201221466064453
+Impartial Culture_4;IAC_1;13.0;0.04192852973937988
+Impartial Culture_4;IAC_2;10.0;0.04188680648803711
+Impartial Culture_4;IAC_3;10.0;0.041890621185302734
+Impartial Culture_4;IAC_4;13.0;0.04205155372619629
+Impartial Culture_4;IAC_5;12.0;0.04188799858093262
+Impartial Culture_4;IAC_6;11.0;0.04188942909240723
+Impartial Culture_4;IAC_7;13.0;0.04208660125732422
+Impartial Culture_4;IAC_8;10.0;0.04302811622619629
+Impartial Culture_4;IAC_9;13.0;0.04184746742248535
+Impartial Culture_4;SP by Conitzer_0;14.0;0.04213738441467285
+Impartial Culture_4;SP by Conitzer_1;14.0;0.043050289154052734
+Impartial Culture_4;SP by Conitzer_2;14.0;0.042935848236083984
+Impartial Culture_4;SP by Conitzer_3;13.0;0.041326284408569336
+Impartial Culture_4;SP by Conitzer_4;14.0;0.04298686981201172
+Impartial Culture_4;SP by Conitzer_5;16.0;0.04292798042297363
+Impartial Culture_4;SP by Conitzer_6;13.0;0.044440269470214844
+Impartial Culture_4;SP by Conitzer_7;13.0;0.048885345458984375
+Impartial Culture_4;SP by Conitzer_8;18.0;0.0508580207824707
+Impartial Culture_4;SP by Conitzer_9;16.0;0.05165719985961914
+Impartial Culture_4;SP by Walsh_0;10.0;0.05044674873352051
+Impartial Culture_4;SP by Walsh_1;13.0;0.048514604568481445
+Impartial Culture_4;SP by Walsh_2;13.0;0.04950881004333496
+Impartial Culture_4;SP by Walsh_3;12.0;0.05058002471923828
+Impartial Culture_4;SP by Walsh_4;13.0;0.04945850372314453
+Impartial Culture_4;SP by Walsh_5;12.0;0.04934811592102051
+Impartial Culture_4;SP by Walsh_6;12.0;0.04952430725097656
+Impartial Culture_4;SP by Walsh_7;9.0;0.04995536804199219
+Impartial Culture_4;SP by Walsh_8;12.0;0.04950523376464844
+Impartial Culture_4;SP by Walsh_9;15.0;0.04952383041381836
+Impartial Culture_4;SPOC_0;8.0;0.04953193664550781
+Impartial Culture_4;SPOC_1;10.0;0.04944300651550293
+Impartial Culture_4;SPOC_2;11.0;0.04400038719177246
+Impartial Culture_4;SPOC_3;10.0;0.0418853759765625
+Impartial Culture_4;SPOC_4;12.0;0.04602384567260742
+Impartial Culture_4;SPOC_5;13.0;0.04549860954284668
+Impartial Culture_4;SPOC_6;12.0;0.041921138763427734
+Impartial Culture_4;SPOC_7;11.0;0.04298853874206543
+Impartial Culture_4;SPOC_8;12.0;0.04300737380981445
+Impartial Culture_4;SPOC_9;13.0;0.04205751419067383
+Impartial Culture_4;Group-Separable_0;14.0;0.043184518814086914
+Impartial Culture_4;Group-Separable_1;14.0;0.041852712631225586
+Impartial Culture_4;Group-Separable_2;18.0;0.042885541915893555
+Impartial Culture_4;Group-Separable_3;17.0;0.0419921875
+Impartial Culture_4;Group-Separable_4;18.0;0.04288530349731445
+Impartial Culture_4;Group-Separable_5;14.0;0.04188871383666992
+Impartial Culture_4;Group-Separable_6;12.0;0.045020341873168945
+Impartial Culture_4;Group-Separable_7;9.0;0.04288506507873535
+Impartial Culture_4;Group-Separable_8;18.0;0.04200387001037598
+Impartial Culture_4;Group-Separable_9;14.0;0.045195579528808594
+Impartial Culture_4;Single-Crossing_0;15.0;0.04298520088195801
+Impartial Culture_4;Single-Crossing_1;12.0;0.04189157485961914
+Impartial Culture_4;Single-Crossing_2;12.0;0.042963504791259766
+Impartial Culture_4;Single-Crossing_3;14.0;0.04288649559020996
+Impartial Culture_4;Single-Crossing_4;14.0;0.0418856143951416
+Impartial Culture_4;Single-Crossing_5;12.0;0.042885780334472656
+Impartial Culture_4;Single-Crossing_6;15.0;0.041887760162353516
+Impartial Culture_4;Single-Crossing_7;15.0;0.04198408126831055
+Impartial Culture_4;Single-Crossing_8;13.0;0.041890621185302734
+Impartial Culture_4;Single-Crossing_9;15.0;0.04288291931152344
+Impartial Culture_4;1D Interval_0;14.0;0.04288625717163086
+Impartial Culture_4;1D Interval_1;18.0;0.041889190673828125
+Impartial Culture_4;1D Interval_2;13.0;0.041886329650878906
+Impartial Culture_4;1D Interval_3;14.0;0.04188728332519531
+Impartial Culture_4;1D Interval_4;18.0;0.04188847541809082
+Impartial Culture_4;1D Interval_5;15.0;0.041890621185302734
+Impartial Culture_4;1D Interval_6;17.0;0.04188418388366699
+Impartial Culture_4;1D Interval_7;16.0;0.04188847541809082
+Impartial Culture_4;1D Interval_8;19.0;0.041907310485839844
+Impartial Culture_4;1D Interval_9;15.0;0.04192233085632324
+Impartial Culture_4;2D Disc_0;13.0;0.042884111404418945
+Impartial Culture_4;2D Disc_1;13.0;0.04188942909240723
+Impartial Culture_4;2D Disc_2;13.0;0.043077707290649414
+Impartial Culture_4;2D Disc_3;12.0;0.04188799858093262
+Impartial Culture_4;2D Disc_4;14.0;0.04188799858093262
+Impartial Culture_4;2D Disc_5;15.0;0.04198932647705078
+Impartial Culture_4;2D Disc_6;11.0;0.042951345443725586
+Impartial Culture_4;2D Disc_7;14.0;0.041918039321899414
+Impartial Culture_4;2D Disc_8;9.0;0.04305601119995117
+Impartial Culture_4;2D Disc_9;13.0;0.04304146766662598
+Impartial Culture_4;3D Cube_0;11.0;0.04204440116882324
+Impartial Culture_4;3D Cube_1;12.0;0.04288792610168457
+Impartial Culture_4;3D Cube_2;15.0;0.043120622634887695
+Impartial Culture_4;3D Cube_3;12.0;0.04307818412780762
+Impartial Culture_4;3D Cube_4;12.0;0.04191946983337402
+Impartial Culture_4;3D Cube_5;8.0;0.04493093490600586
+Impartial Culture_4;3D Cube_6;10.0;0.042996883392333984
+Impartial Culture_4;3D Cube_7;12.0;0.04201221466064453
+Impartial Culture_4;3D Cube_8;9.0;0.04313516616821289
+Impartial Culture_4;3D Cube_9;14.0;0.042044878005981445
+Impartial Culture_4;2D Sphere_0;15.0;0.04188871383666992
+Impartial Culture_4;2D Sphere_1;9.0;0.042888641357421875
+Impartial Culture_4;2D Sphere_2;14.0;0.04201793670654297
+Impartial Culture_4;2D Sphere_3;14.0;0.04189038276672363
+Impartial Culture_4;2D Sphere_4;12.0;0.042043209075927734
+Impartial Culture_4;2D Sphere_5;10.0;0.04288458824157715
+Impartial Culture_4;2D Sphere_6;11.0;0.04188847541809082
+Impartial Culture_4;2D Sphere_7;13.0;0.04205203056335449
+Impartial Culture_4;2D Sphere_8;14.0;0.04288625717163086
+Impartial Culture_4;2D Sphere_9;14.0;0.04188728332519531
+Impartial Culture_4;3D Sphere_0;13.0;0.04204225540161133
+Impartial Culture_4;3D Sphere_1;7.0;0.04188966751098633
+Impartial Culture_4;3D Sphere_2;8.0;0.043019771575927734
+Impartial Culture_4;3D Sphere_3;11.0;0.04205322265625
+Impartial Culture_4;3D Sphere_4;8.0;0.04288458824157715
+Impartial Culture_4;3D Sphere_5;11.0;0.0418851375579834
+Impartial Culture_4;3D Sphere_6;12.0;0.04398202896118164
+Impartial Culture_4;3D Sphere_7;9.0;0.04188799858093262
+Impartial Culture_4;3D Sphere_8;13.0;0.041892051696777344
+Impartial Culture_4;3D Sphere_9;8.0;0.04525947570800781
+Impartial Culture_4;Urn culture_id 0.1_0;10.0;0.04853224754333496
+Impartial Culture_4;Urn culture_id 0.1_1;7.0;0.049390554428100586
+Impartial Culture_4;Urn culture_id 0.1_2;14.0;0.041929006576538086
+Impartial Culture_4;Urn culture_id 0.1_3;10.0;0.041887521743774414
+Impartial Culture_4;Urn culture_id 0.1_4;22.0;0.042046546936035156
+Impartial Culture_4;Urn culture_id 0.1_5;13.0;0.04204583168029785
+Impartial Culture_4;Urn culture_id 0.1_6;13.0;0.04327034950256348
+Impartial Culture_4;Urn culture_id 0.1_7;11.0;0.04285383224487305
+Impartial Culture_4;Urn culture_id 0.1_8;14.0;0.04309225082397461
+Impartial Culture_4;Urn culture_id 0.1_9;11.0;0.04188799858093262
+Impartial Culture_4;Norm-Mallows 0.5_0;14.0;0.042879343032836914
+Impartial Culture_4;Norm-Mallows 0.5_1;13.0;0.04188799858093262
+Impartial Culture_4;Norm-Mallows 0.5_2;8.0;0.04218029975891113
+Impartial Culture_4;Norm-Mallows 0.5_3;12.0;0.04188418388366699
+Impartial Culture_4;Norm-Mallows 0.5_4;13.0;0.04188871383666992
+Impartial Culture_4;Norm-Mallows 0.5_5;13.0;0.04293394088745117
+Impartial Culture_4;Norm-Mallows 0.5_6;13.0;0.0420687198638916
+Impartial Culture_4;Norm-Mallows 0.5_7;12.0;0.0453791618347168
+Impartial Culture_4;Norm-Mallows 0.5_8;10.0;0.04596996307373047
+Impartial Culture_4;Norm-Mallows 0.5_9;9.0;0.048890113830566406
+Impartial Culture_4;Urn culture_id (gamma)_0;10.0;0.04432344436645508
+Impartial Culture_4;Urn culture_id (gamma)_1;9.0;0.042974233627319336
+Impartial Culture_4;Urn culture_id (gamma)_2;10.0;0.04188823699951172
+Impartial Culture_4;Urn culture_id (gamma)_3;8.0;0.041959524154663086
+Impartial Culture_4;Urn culture_id (gamma)_4;9.0;0.04288744926452637
+Impartial Culture_4;Urn culture_id (gamma)_5;12.0;0.041886091232299805
+Impartial Culture_4;Urn culture_id (gamma)_6;8.0;0.04188799858093262
+Impartial Culture_4;Urn culture_id (gamma)_7;11.0;0.041976213455200195
+Impartial Culture_4;Urn culture_id (gamma)_8;8.0;0.043031930923461914
+Impartial Culture_4;Urn culture_id (gamma)_9;11.0;0.04298567771911621
+Impartial Culture_4;ID;26.0;0.04288506507873535
+Impartial Culture_4;UN_0;12.0;0.04207777976989746
+Impartial Culture_4;UN_1;11.0;0.04196906089782715
+Impartial Culture_4;UN_2;12.0;0.04310250282287598
+Impartial Culture_4;UN_3;11.0;0.04198789596557617
+Impartial Culture_4;AN;20.0;0.042929649353027344
+Impartial Culture_5;Impartial Culture_6;12.0;0.041887760162353516
+Impartial Culture_5;Impartial Culture_7;10.0;0.04288530349731445
+Impartial Culture_5;Impartial Culture_8;10.0;0.04188799858093262
+Impartial Culture_5;Impartial Culture_9;13.0;0.042885541915893555
+Impartial Culture_5;IAC_0;8.0;0.042049407958984375
+Impartial Culture_5;IAC_1;7.0;0.04602384567260742
+Impartial Culture_5;IAC_2;8.0;0.04288482666015625
+Impartial Culture_5;IAC_3;8.0;0.04385185241699219
+Impartial Culture_5;IAC_4;9.0;0.04192185401916504
+Impartial Culture_5;IAC_5;12.0;0.04288530349731445
+Impartial Culture_5;IAC_6;9.0;0.04285001754760742
+Impartial Culture_5;IAC_7;13.0;0.04288601875305176
+Impartial Culture_5;IAC_8;10.0;0.04844260215759277
+Impartial Culture_5;IAC_9;15.0;0.04782819747924805
+Impartial Culture_5;SP by Conitzer_0;16.0;0.04883861541748047
+Impartial Culture_5;SP by Conitzer_1;18.0;0.06421589851379395
+Impartial Culture_5;SP by Conitzer_2;14.0;0.04744768142700195
+Impartial Culture_5;SP by Conitzer_3;15.0;0.04229140281677246
+Impartial Culture_5;SP by Conitzer_4;14.0;0.04305386543273926
+Impartial Culture_5;SP by Conitzer_5;16.0;0.04288792610168457
+Impartial Culture_5;SP by Conitzer_6;15.0;0.042120933532714844
+Impartial Culture_5;SP by Conitzer_7;13.0;0.04188895225524902
+Impartial Culture_5;SP by Conitzer_8;16.0;0.04687213897705078
+Impartial Culture_5;SP by Conitzer_9;16.0;0.04756355285644531
+Impartial Culture_5;SP by Walsh_0;16.0;0.046912193298339844
+Impartial Culture_5;SP by Walsh_1;15.0;0.048027992248535156
+Impartial Culture_5;SP by Walsh_2;15.0;0.04682731628417969
+Impartial Culture_5;SP by Walsh_3;14.0;0.04624295234680176
+Impartial Culture_5;SP by Walsh_4;17.0;0.046600341796875
+Impartial Culture_5;SP by Walsh_5;14.0;0.04428720474243164
+Impartial Culture_5;SP by Walsh_6;14.0;0.04314541816711426
+Impartial Culture_5;SP by Walsh_7;15.0;0.04211020469665527
+Impartial Culture_5;SP by Walsh_8;14.0;0.04294252395629883
+Impartial Culture_5;SP by Walsh_9;17.0;0.04291701316833496
+Impartial Culture_5;SPOC_0;12.0;0.042853593826293945
+Impartial Culture_5;SPOC_1;8.0;0.04292011260986328
+Impartial Culture_5;SPOC_2;13.0;0.0429224967956543
+Impartial Culture_5;SPOC_3;12.0;0.04294443130493164
+Impartial Culture_5;SPOC_4;10.0;0.042923927307128906
+Impartial Culture_5;SPOC_5;9.0;0.04516339302062988
+Impartial Culture_5;SPOC_6;12.0;0.042919158935546875
+Impartial Culture_5;SPOC_7;11.0;0.04301118850708008
+Impartial Culture_5;SPOC_8;10.0;0.04298758506774902
+Impartial Culture_5;SPOC_9;11.0;0.042999982833862305
+Impartial Culture_5;Group-Separable_0;12.0;0.04291653633117676
+Impartial Culture_5;Group-Separable_1;16.0;0.04239606857299805
+Impartial Culture_5;Group-Separable_2;14.0;0.0420839786529541
+Impartial Culture_5;Group-Separable_3;13.0;0.041890859603881836
+Impartial Culture_5;Group-Separable_4;18.0;0.04288482666015625
+Impartial Culture_5;Group-Separable_5;10.0;0.041887521743774414
+Impartial Culture_5;Group-Separable_6;8.0;0.043045759201049805
+Impartial Culture_5;Group-Separable_7;13.0;0.04412531852722168
+Impartial Culture_5;Group-Separable_8;18.0;0.04288768768310547
+Impartial Culture_5;Group-Separable_9;12.0;0.043038129806518555
+Impartial Culture_5;Single-Crossing_0;15.0;0.042885780334472656
+Impartial Culture_5;Single-Crossing_1;14.0;0.04312324523925781
+Impartial Culture_5;Single-Crossing_2;14.0;0.042888641357421875
+Impartial Culture_5;Single-Crossing_3;10.0;0.04199576377868652
+Impartial Culture_5;Single-Crossing_4;14.0;0.04304957389831543
+Impartial Culture_5;Single-Crossing_5;16.0;0.041852474212646484
+Impartial Culture_5;Single-Crossing_6;17.0;0.04291868209838867
+Impartial Culture_5;Single-Crossing_7;13.0;0.04201507568359375
+Impartial Culture_5;Single-Crossing_8;17.0;0.042881011962890625
+Impartial Culture_5;Single-Crossing_9;17.0;0.044188499450683594
+Impartial Culture_5;1D Interval_0;14.0;0.04333305358886719
+Impartial Culture_5;1D Interval_1;16.0;0.042881011962890625
+Impartial Culture_5;1D Interval_2;15.0;0.0418858528137207
+Impartial Culture_5;1D Interval_3;16.0;0.04288768768310547
+Impartial Culture_5;1D Interval_4;24.0;0.041886091232299805
+Impartial Culture_5;1D Interval_5;15.0;0.04411768913269043
+Impartial Culture_5;1D Interval_6;19.0;0.04294180870056152
+Impartial Culture_5;1D Interval_7;18.0;0.042336463928222656
+Impartial Culture_5;1D Interval_8;21.0;0.04288506507873535
+Impartial Culture_5;1D Interval_9;15.0;0.042885780334472656
+Impartial Culture_5;2D Disc_0;15.0;0.04292917251586914
+Impartial Culture_5;2D Disc_1;13.0;0.04407334327697754
+Impartial Culture_5;2D Disc_2;17.0;0.0428926944732666
+Impartial Culture_5;2D Disc_3;16.0;0.0428464412689209
+Impartial Culture_5;2D Disc_4;18.0;0.04191923141479492
+Impartial Culture_5;2D Disc_5;15.0;0.04304027557373047
+Impartial Culture_5;2D Disc_6;13.0;0.04285383224487305
+Impartial Culture_5;2D Disc_7;14.0;0.04200243949890137
+Impartial Culture_5;2D Disc_8;11.0;0.042885541915893555
+Impartial Culture_5;2D Disc_9;15.0;0.04288673400878906
+Impartial Culture_5;3D Cube_0;13.0;0.04288625717163086
+Impartial Culture_5;3D Cube_1;10.0;0.04204511642456055
+Impartial Culture_5;3D Cube_2;19.0;0.04285311698913574
+Impartial Culture_5;3D Cube_3;16.0;0.04607701301574707
+Impartial Culture_5;3D Cube_4;16.0;0.042884111404418945
+Impartial Culture_5;3D Cube_5;14.0;0.043047428131103516
+Impartial Culture_5;3D Cube_6;14.0;0.04288506507873535
+Impartial Culture_5;3D Cube_7;14.0;0.04205679893493652
+Impartial Culture_5;3D Cube_8;9.0;0.042917490005493164
+Impartial Culture_5;3D Cube_9;10.0;0.04217386245727539
+Impartial Culture_5;2D Sphere_0;15.0;0.0430450439453125
+Impartial Culture_5;2D Sphere_1;13.0;0.041887521743774414
+Impartial Culture_5;2D Sphere_2;14.0;0.043047189712524414
+Impartial Culture_5;2D Sphere_3;18.0;0.04216933250427246
+Impartial Culture_5;2D Sphere_4;10.0;0.04836630821228027
+Impartial Culture_5;2D Sphere_5;12.0;0.05043768882751465
+Impartial Culture_5;2D Sphere_6;13.0;0.04951977729797363
+Impartial Culture_5;2D Sphere_7;13.0;0.04951763153076172
+Impartial Culture_5;2D Sphere_8;12.0;0.050576210021972656
+Impartial Culture_5;2D Sphere_9;14.0;0.04410815238952637
+Impartial Culture_5;3D Sphere_0;17.0;0.04204678535461426
+Impartial Culture_5;3D Sphere_1;9.0;0.042928457260131836
+Impartial Culture_5;3D Sphere_2;10.0;0.042995452880859375
+Impartial Culture_5;3D Sphere_3;17.0;0.04285120964050293
+Impartial Culture_5;3D Sphere_4;14.0;0.04296302795410156
+Impartial Culture_5;3D Sphere_5;15.0;0.042053937911987305
+Impartial Culture_5;3D Sphere_6;8.0;0.042853355407714844
+Impartial Culture_5;3D Sphere_7;7.0;0.04303407669067383
+Impartial Culture_5;3D Sphere_8;11.0;0.04388284683227539
+Impartial Culture_5;3D Sphere_9;12.0;0.04188823699951172
+Impartial Culture_5;Urn culture_id 0.1_0;10.0;0.04303932189941406
+Impartial Culture_5;Urn culture_id 0.1_1;11.0;0.04303455352783203
+Impartial Culture_5;Urn culture_id 0.1_2;16.0;0.04188823699951172
+Impartial Culture_5;Urn culture_id 0.1_3;14.0;0.04288530349731445
+Impartial Culture_5;Urn culture_id 0.1_4;26.0;0.04189348220825195
+Impartial Culture_5;Urn culture_id 0.1_5;13.0;0.04406595230102539
+Impartial Culture_5;Urn culture_id 0.1_6;9.0;0.042883872985839844
+Impartial Culture_5;Urn culture_id 0.1_7;13.0;0.04288482666015625
+Impartial Culture_5;Urn culture_id 0.1_8;12.0;0.04587674140930176
+Impartial Culture_5;Urn culture_id 0.1_9;13.0;0.04288482666015625
+Impartial Culture_5;Norm-Mallows 0.5_0;18.0;0.042873382568359375
+Impartial Culture_5;Norm-Mallows 0.5_1;13.0;0.042897701263427734
+Impartial Culture_5;Norm-Mallows 0.5_2;8.0;0.04391908645629883
+Impartial Culture_5;Norm-Mallows 0.5_3;14.0;0.043447017669677734
+Impartial Culture_5;Norm-Mallows 0.5_4;15.0;0.04188799858093262
+Impartial Culture_5;Norm-Mallows 0.5_5;15.0;0.042967796325683594
+Impartial Culture_5;Norm-Mallows 0.5_6;17.0;0.04189109802246094
+Impartial Culture_5;Norm-Mallows 0.5_7;12.0;0.04288482666015625
+Impartial Culture_5;Norm-Mallows 0.5_8;12.0;0.04188871383666992
+Impartial Culture_5;Norm-Mallows 0.5_9;13.0;0.042884111404418945
+Impartial Culture_5;Urn culture_id (gamma)_0;10.0;0.0418858528137207
+Impartial Culture_5;Urn culture_id (gamma)_1;7.0;0.04288816452026367
+Impartial Culture_5;Urn culture_id (gamma)_2;8.0;0.04204607009887695
+Impartial Culture_5;Urn culture_id (gamma)_3;12.0;0.04189038276672363
+Impartial Culture_5;Urn culture_id (gamma)_4;9.0;0.04288172721862793
+Impartial Culture_5;Urn culture_id (gamma)_5;10.0;0.04189109802246094
+Impartial Culture_5;Urn culture_id (gamma)_6;12.0;0.04288530349731445
+Impartial Culture_5;Urn culture_id (gamma)_7;9.0;0.04188847541809082
+Impartial Culture_5;Urn culture_id (gamma)_8;12.0;0.04288506507873535
+Impartial Culture_5;Urn culture_id (gamma)_9;9.0;0.0418851375579834
+Impartial Culture_5;ID;30.0;0.043056488037109375
+Impartial Culture_5;UN_0;8.0;0.042885541915893555
+Impartial Culture_5;UN_1;7.0;0.0420682430267334
+Impartial Culture_5;UN_2;8.0;0.043915510177612305
+Impartial Culture_5;UN_3;9.0;0.04313325881958008
+Impartial Culture_5;AN;18.0;0.04288077354431152
+Impartial Culture_6;Impartial Culture_7;14.0;0.04189658164978027
+Impartial Culture_6;Impartial Culture_8;14.0;0.0419621467590332
+Impartial Culture_6;Impartial Culture_9;9.0;0.04288625717163086
+Impartial Culture_6;IAC_0;12.0;0.041887760162353516
+Impartial Culture_6;IAC_1;13.0;0.04293084144592285
+Impartial Culture_6;IAC_2;14.0;0.04201078414916992
+Impartial Culture_6;IAC_3;10.0;0.04302024841308594
+Impartial Culture_6;IAC_4;9.0;0.04542112350463867
+Impartial Culture_6;IAC_5;12.0;0.04798293113708496
+Impartial Culture_6;IAC_6;13.0;0.04690861701965332
+Impartial Culture_6;IAC_7;11.0;0.045548200607299805
+Impartial Culture_6;IAC_8;6.0;0.04328751564025879
+Impartial Culture_6;IAC_9;9.0;0.043222904205322266
+Impartial Culture_6;SP by Conitzer_0;14.0;0.041991472244262695
+Impartial Culture_6;SP by Conitzer_1;16.0;0.04188704490661621
+Impartial Culture_6;SP by Conitzer_2;16.0;0.04289841651916504
+Impartial Culture_6;SP by Conitzer_3;11.0;0.04209423065185547
+Impartial Culture_6;SP by Conitzer_4;16.0;0.04404449462890625
+Impartial Culture_6;SP by Conitzer_5;18.0;0.04207181930541992
+Impartial Culture_6;SP by Conitzer_6;15.0;0.041890621185302734
+Impartial Culture_6;SP by Conitzer_7;15.0;0.04304623603820801
+Impartial Culture_6;SP by Conitzer_8;16.0;0.04299616813659668
+Impartial Culture_6;SP by Conitzer_9;14.0;0.042939186096191406
+Impartial Culture_6;SP by Walsh_0;10.0;0.04314780235290527
+Impartial Culture_6;SP by Walsh_1;11.0;0.04204154014587402
+Impartial Culture_6;SP by Walsh_2;11.0;0.04285454750061035
+Impartial Culture_6;SP by Walsh_3;12.0;0.04203295707702637
+Impartial Culture_6;SP by Walsh_4;11.0;0.041884422302246094
+Impartial Culture_6;SP by Walsh_5;14.0;0.042885780334472656
+Impartial Culture_6;SP by Walsh_6;12.0;0.04188871383666992
+Impartial Culture_6;SP by Walsh_7;13.0;0.04206442832946777
+Impartial Culture_6;SP by Walsh_8;12.0;0.042940616607666016
+Impartial Culture_6;SP by Walsh_9;9.0;0.04192185401916504
+Impartial Culture_6;SPOC_0;12.0;0.041886329650878906
+Impartial Culture_6;SPOC_1;12.0;0.041887760162353516
+Impartial Culture_6;SPOC_2;11.0;0.04188799858093262
+Impartial Culture_6;SPOC_3;12.0;0.0430910587310791
+Impartial Culture_6;SPOC_4;12.0;0.04188990592956543
+Impartial Culture_6;SPOC_5;13.0;0.04189038276672363
+Impartial Culture_6;SPOC_6;12.0;0.04188346862792969
+Impartial Culture_6;SPOC_7;9.0;0.04716944694519043
+Impartial Culture_6;SPOC_8;14.0;0.049385786056518555
+Impartial Culture_6;SPOC_9;13.0;0.050440311431884766
+Impartial Culture_6;Group-Separable_0;16.0;0.05044722557067871
+Impartial Culture_6;Group-Separable_1;14.0;0.0485231876373291
+Impartial Culture_6;Group-Separable_2;14.0;0.04955267906188965
+Impartial Culture_6;Group-Separable_3;17.0;0.05261731147766113
+Impartial Culture_6;Group-Separable_4;16.0;0.054734230041503906
+Impartial Culture_6;Group-Separable_5;16.0;0.05370593070983887
+Impartial Culture_6;Group-Separable_6;12.0;0.04568028450012207
+Impartial Culture_6;Group-Separable_7;13.0;0.04353499412536621
+Impartial Culture_6;Group-Separable_8;16.0;0.041892051696777344
+Impartial Culture_6;Group-Separable_9;12.0;0.04188680648803711
+Impartial Culture_6;Single-Crossing_0;7.0;0.0418851375579834
+Impartial Culture_6;Single-Crossing_1;10.0;0.04188823699951172
+Impartial Culture_6;Single-Crossing_2;12.0;0.042885780334472656
+Impartial Culture_6;Single-Crossing_3;10.0;0.04188799858093262
+Impartial Culture_6;Single-Crossing_4;10.0;0.04088997840881348
+Impartial Culture_6;Single-Crossing_5;10.0;0.041887760162353516
+Impartial Culture_6;Single-Crossing_6;13.0;0.04294157028198242
+Impartial Culture_6;Single-Crossing_7;9.0;0.0420529842376709
+Impartial Culture_6;Single-Crossing_8;7.0;0.04189920425415039
+Impartial Culture_6;Single-Crossing_9;13.0;0.04304003715515137
+Impartial Culture_6;1D Interval_0;10.0;0.042102813720703125
+Impartial Culture_6;1D Interval_1;16.0;0.043923377990722656
+Impartial Culture_6;1D Interval_2;17.0;0.04313206672668457
+Impartial Culture_6;1D Interval_3;12.0;0.04288482666015625
+Impartial Culture_6;1D Interval_4;18.0;0.042005300521850586
+Impartial Culture_6;1D Interval_5;13.0;0.04285097122192383
+Impartial Culture_6;1D Interval_6;13.0;0.04192018508911133
+Impartial Culture_6;1D Interval_7;16.0;0.042984962463378906
+Impartial Culture_6;1D Interval_8;15.0;0.04296994209289551
+Impartial Culture_6;1D Interval_9;15.0;0.04189324378967285
+Impartial Culture_6;2D Disc_0;11.0;0.042963266372680664
+Impartial Culture_6;2D Disc_1;15.0;0.04355001449584961
+Impartial Culture_6;2D Disc_2;11.0;0.04301857948303223
+Impartial Culture_6;2D Disc_3;16.0;0.041974782943725586
+Impartial Culture_6;2D Disc_4;14.0;0.04296422004699707
+Impartial Culture_6;2D Disc_5;15.0;0.041854143142700195
+Impartial Culture_6;2D Disc_6;13.0;0.04300332069396973
+Impartial Culture_6;2D Disc_7;14.0;0.04516100883483887
+Impartial Culture_6;2D Disc_8;11.0;0.05038142204284668
+Impartial Culture_6;2D Disc_9;13.0;0.049364566802978516
+Impartial Culture_6;3D Cube_0;13.0;0.049463510513305664
+Impartial Culture_6;3D Cube_1;14.0;0.05599188804626465
+Impartial Culture_6;3D Cube_2;13.0;0.05186104774475098
+Impartial Culture_6;3D Cube_3;12.0;0.05086374282836914
+Impartial Culture_6;3D Cube_4;14.0;0.050864219665527344
+Impartial Culture_6;3D Cube_5;12.0;0.050864219665527344
+Impartial Culture_6;3D Cube_6;8.0;0.05086374282836914
+Impartial Culture_6;3D Cube_7;8.0;0.049454450607299805
+Impartial Culture_6;3D Cube_8;11.0;0.0502924919128418
+Impartial Culture_6;3D Cube_9;10.0;0.0493617057800293
+Impartial Culture_6;2D Sphere_0;11.0;0.04944324493408203
+Impartial Culture_6;2D Sphere_1;9.0;0.049447059631347656
+Impartial Culture_6;2D Sphere_2;14.0;0.04941082000732422
+Impartial Culture_6;2D Sphere_3;10.0;0.049532175064086914
+Impartial Culture_6;2D Sphere_4;10.0;0.04901742935180664
+Impartial Culture_6;2D Sphere_5;10.0;0.05045056343078613
+Impartial Culture_6;2D Sphere_6;9.0;0.0511016845703125
+Impartial Culture_6;2D Sphere_7;13.0;0.050864219665527344
+Impartial Culture_6;2D Sphere_8;10.0;0.050864219665527344
+Impartial Culture_6;2D Sphere_9;12.0;0.05086374282836914
+Impartial Culture_6;3D Sphere_0;15.0;0.050864219665527344
+Impartial Culture_6;3D Sphere_1;11.0;0.05086374282836914
+Impartial Culture_6;3D Sphere_2;12.0;0.050864219665527344
+Impartial Culture_6;3D Sphere_3;13.0;0.05186128616333008
+Impartial Culture_6;3D Sphere_4;10.0;0.05086374282836914
+Impartial Culture_6;3D Sphere_5;11.0;0.050864219665527344
+Impartial Culture_6;3D Sphere_6;12.0;0.050864219665527344
+Impartial Culture_6;3D Sphere_7;11.0;0.05086374282836914
+Impartial Culture_6;3D Sphere_8;11.0;0.050863027572631836
+Impartial Culture_6;3D Sphere_9;12.0;0.05086469650268555
+Impartial Culture_6;Urn culture_id 0.1_0;12.0;0.050864219665527344
+Impartial Culture_6;Urn culture_id 0.1_1;13.0;0.05086398124694824
+Impartial Culture_6;Urn culture_id 0.1_2;12.0;0.05086398124694824
+Impartial Culture_6;Urn culture_id 0.1_3;14.0;0.050864219665527344
+Impartial Culture_6;Urn culture_id 0.1_4;18.0;0.05086374282836914
+Impartial Culture_6;Urn culture_id 0.1_5;15.0;0.05086398124694824
+Impartial Culture_6;Urn culture_id 0.1_6;13.0;0.05086398124694824
+Impartial Culture_6;Urn culture_id 0.1_7;11.0;0.050864219665527344
+Impartial Culture_6;Urn culture_id 0.1_8;14.0;0.05086374282836914
+Impartial Culture_6;Urn culture_id 0.1_9;11.0;0.04986691474914551
+Impartial Culture_6;Norm-Mallows 0.5_0;12.0;0.05086374282836914
+Impartial Culture_6;Norm-Mallows 0.5_1;13.0;0.050864219665527344
+Impartial Culture_6;Norm-Mallows 0.5_2;10.0;0.05186152458190918
+Impartial Culture_6;Norm-Mallows 0.5_3;12.0;0.049866437911987305
+Impartial Culture_6;Norm-Mallows 0.5_4;9.0;0.05086398124694824
+Impartial Culture_6;Norm-Mallows 0.5_5;9.0;0.05086398124694824
+Impartial Culture_6;Norm-Mallows 0.5_6;11.0;0.050864219665527344
+Impartial Culture_6;Norm-Mallows 0.5_7;12.0;0.05086374282836914
+Impartial Culture_6;Norm-Mallows 0.5_8;12.0;0.049866676330566406
+Impartial Culture_6;Norm-Mallows 0.5_9;9.0;0.050864458084106445
+Impartial Culture_6;Urn culture_id (gamma)_0;8.0;0.04388165473937988
+Impartial Culture_6;Urn culture_id (gamma)_1;11.0;0.04192018508911133
+Impartial Culture_6;Urn culture_id (gamma)_2;10.0;0.04188871383666992
+Impartial Culture_6;Urn culture_id (gamma)_3;12.0;0.04188799858093262
+Impartial Culture_6;Urn culture_id (gamma)_4;9.0;0.042884111404418945
+Impartial Culture_6;Urn culture_id (gamma)_5;14.0;0.04188871383666992
+Impartial Culture_6;Urn culture_id (gamma)_6;10.0;0.04189276695251465
+Impartial Culture_6;Urn culture_id (gamma)_7;13.0;0.041883230209350586
+Impartial Culture_6;Urn culture_id (gamma)_8;12.0;0.04288458824157715
+Impartial Culture_6;Urn culture_id (gamma)_9;13.0;0.04188799858093262
+Impartial Culture_6;ID;22.0;0.041889190673828125
+Impartial Culture_6;UN_0;14.0;0.04188823699951172
+Impartial Culture_6;UN_1;13.0;0.04188799858093262
+Impartial Culture_6;UN_2;14.0;0.042886972427368164
+Impartial Culture_6;UN_3;13.0;0.0418853759765625
+Impartial Culture_6;AN;20.0;0.04288530349731445
+Impartial Culture_7;Impartial Culture_8;10.0;0.040891170501708984
+Impartial Culture_7;Impartial Culture_9;13.0;0.04189014434814453
+Impartial Culture_7;IAC_0;12.0;0.04188704490661621
+Impartial Culture_7;IAC_1;13.0;0.04188680648803711
+Impartial Culture_7;IAC_2;12.0;0.04188799858093262
+Impartial Culture_7;IAC_3;12.0;0.04089021682739258
+Impartial Culture_7;IAC_4;13.0;0.041889190673828125
+Impartial Culture_7;IAC_5;14.0;0.041880130767822266
+Impartial Culture_7;IAC_6;11.0;0.04189491271972656
+Impartial Culture_7;IAC_7;15.0;0.04188847541809082
+Impartial Culture_7;IAC_8;10.0;0.04285240173339844
+Impartial Culture_7;IAC_9;13.0;0.04204106330871582
+Impartial Culture_7;SP by Conitzer_0;10.0;0.040889739990234375
+Impartial Culture_7;SP by Conitzer_1;14.0;0.041057586669921875
+Impartial Culture_7;SP by Conitzer_2;10.0;0.05609750747680664
+Impartial Culture_7;SP by Conitzer_3;11.0;0.05652737617492676
+Impartial Culture_7;SP by Conitzer_4;14.0;0.057408809661865234
+Impartial Culture_7;SP by Conitzer_5;14.0;0.055046796798706055
+Impartial Culture_7;SP by Conitzer_6;11.0;0.047211408615112305
+Impartial Culture_7;SP by Conitzer_7;11.0;0.04587721824645996
+Impartial Culture_7;SP by Conitzer_8;14.0;0.04907870292663574
+Impartial Culture_7;SP by Conitzer_9;12.0;0.07033610343933105
+Impartial Culture_7;SP by Walsh_0;14.0;0.09673953056335449
+Impartial Culture_7;SP by Walsh_1;13.0;0.08911657333374023
+Impartial Culture_7;SP by Walsh_2;11.0;0.1438753604888916
+Impartial Culture_7;SP by Walsh_3;12.0;0.0718071460723877
+Impartial Culture_7;SP by Walsh_4;11.0;0.05884242057800293
+Impartial Culture_7;SP by Walsh_5;8.0;0.04388165473937988
+Impartial Culture_7;SP by Walsh_6;10.0;0.04288530349731445
+Impartial Culture_7;SP by Walsh_7;9.0;0.04188823699951172
+Impartial Culture_7;SP by Walsh_8;8.0;0.042885541915893555
+Impartial Culture_7;SP by Walsh_9;13.0;0.04588007926940918
+Impartial Culture_7;SPOC_0;8.0;0.04587507247924805
+Impartial Culture_7;SPOC_1;12.0;0.04291725158691406
+Impartial Culture_7;SPOC_2;13.0;0.0570831298828125
+Impartial Culture_7;SPOC_3;10.0;0.05305123329162598
+Impartial Culture_7;SPOC_4;8.0;0.050832271575927734
+Impartial Culture_7;SPOC_5;9.0;0.04388260841369629
+Impartial Culture_7;SPOC_6;10.0;0.04291701316833496
+Impartial Culture_7;SPOC_7;11.0;0.046845436096191406
+Impartial Culture_7;SPOC_8;12.0;0.04912233352661133
+Impartial Culture_7;SPOC_9;9.0;0.04980826377868652
+Impartial Culture_7;Group-Separable_0;14.0;0.05795598030090332
+Impartial Culture_7;Group-Separable_1;12.0;0.0520932674407959
+Impartial Culture_7;Group-Separable_2;14.0;0.05609393119812012
+Impartial Culture_7;Group-Separable_3;13.0;0.050043582916259766
+Impartial Culture_7;Group-Separable_4;14.0;0.048439741134643555
+Impartial Culture_7;Group-Separable_5;12.0;0.0494382381439209
+Impartial Culture_7;Group-Separable_6;14.0;0.04935956001281738
+Impartial Culture_7;Group-Separable_7;9.0;0.04836010932922363
+Impartial Culture_7;Group-Separable_8;14.0;0.04947304725646973
+Impartial Culture_7;Group-Separable_9;14.0;0.048442840576171875
+Impartial Culture_7;Single-Crossing_0;15.0;0.049375295639038086
+Impartial Culture_7;Single-Crossing_1;12.0;0.04945230484008789
+Impartial Culture_7;Single-Crossing_2;12.0;0.045419931411743164
+Impartial Culture_7;Single-Crossing_3;14.0;0.04285407066345215
+Impartial Culture_7;Single-Crossing_4;12.0;0.04327130317687988
+Impartial Culture_7;Single-Crossing_5;14.0;0.04188799858093262
+Impartial Culture_7;Single-Crossing_6;13.0;0.04219651222229004
+Impartial Culture_7;Single-Crossing_7;13.0;0.041921138763427734
+Impartial Culture_7;Single-Crossing_8;17.0;0.042075395584106445
+Impartial Culture_7;Single-Crossing_9;13.0;0.041967153549194336
+Impartial Culture_7;1D Interval_0;14.0;0.052524566650390625
+Impartial Culture_7;1D Interval_1;12.0;0.05415654182434082
+Impartial Culture_7;1D Interval_2;11.0;0.056122541427612305
+Impartial Culture_7;1D Interval_3;12.0;0.053891897201538086
+Impartial Culture_7;1D Interval_4;20.0;0.04857826232910156
+Impartial Culture_7;1D Interval_5;15.0;0.05086469650268555
+Impartial Culture_7;1D Interval_6;17.0;0.049034833908081055
+Impartial Culture_7;1D Interval_7;12.0;0.0495302677154541
+Impartial Culture_7;1D Interval_8;17.0;0.04847073554992676
+Impartial Culture_7;1D Interval_9;11.0;0.04951333999633789
+Impartial Culture_7;2D Disc_0;13.0;0.04838061332702637
+Impartial Culture_7;2D Disc_1;11.0;0.04845547676086426
+Impartial Culture_7;2D Disc_2;13.0;0.04936504364013672
+Impartial Culture_7;2D Disc_3;12.0;0.04932451248168945
+Impartial Culture_7;2D Disc_4;14.0;0.049381256103515625
+Impartial Culture_7;2D Disc_5;13.0;0.04855918884277344
+Impartial Culture_7;2D Disc_6;11.0;0.04945206642150879
+Impartial Culture_7;2D Disc_7;12.0;0.0484311580657959
+Impartial Culture_7;2D Disc_8;11.0;0.04935026168823242
+Impartial Culture_7;2D Disc_9;11.0;0.04935741424560547
+Impartial Culture_7;3D Cube_0;13.0;0.04935431480407715
+Impartial Culture_7;3D Cube_1;10.0;0.04728221893310547
+Impartial Culture_7;3D Cube_2;13.0;0.0420377254486084
+Impartial Culture_7;3D Cube_3;12.0;0.04089069366455078
+Impartial Culture_7;3D Cube_4;12.0;0.041968345642089844
+Impartial Culture_7;3D Cube_5;10.0;0.04306936264038086
+Impartial Culture_7;3D Cube_6;12.0;0.05243492126464844
+Impartial Culture_7;3D Cube_7;12.0;0.04324197769165039
+Impartial Culture_7;3D Cube_8;9.0;0.04194235801696777
+Impartial Culture_7;3D Cube_9;12.0;0.041919708251953125
+Impartial Culture_7;2D Sphere_0;13.0;0.041887521743774414
+Impartial Culture_7;2D Sphere_1;11.0;0.040894269943237305
+Impartial Culture_7;2D Sphere_2;14.0;0.04290032386779785
+Impartial Culture_7;2D Sphere_3;14.0;0.043442487716674805
+Impartial Culture_7;2D Sphere_4;8.0;0.04242992401123047
+Impartial Culture_7;2D Sphere_5;8.0;0.042058706283569336
+Impartial Culture_7;2D Sphere_6;9.0;0.04188823699951172
+Impartial Culture_7;2D Sphere_7;9.0;0.042101144790649414
+Impartial Culture_7;2D Sphere_8;12.0;0.04188966751098633
+Impartial Culture_7;2D Sphere_9;10.0;0.0418856143951416
+Impartial Culture_7;3D Sphere_0;9.0;0.04188966751098633
+Impartial Culture_7;3D Sphere_1;9.0;0.04188656806945801
+Impartial Culture_7;3D Sphere_2;8.0;0.04188990592956543
+Impartial Culture_7;3D Sphere_3;13.0;0.04088854789733887
+Impartial Culture_7;3D Sphere_4;8.0;0.0409696102142334
+Impartial Culture_7;3D Sphere_5;9.0;0.04188823699951172
+Impartial Culture_7;3D Sphere_6;12.0;0.04110455513000488
+Impartial Culture_7;3D Sphere_7;9.0;0.043959856033325195
+Impartial Culture_7;3D Sphere_8;11.0;0.052783966064453125
+Impartial Culture_7;3D Sphere_9;10.0;0.048830270767211914
+Impartial Culture_7;Urn culture_id 0.1_0;12.0;0.04424786567687988
+Impartial Culture_7;Urn culture_id 0.1_1;9.0;0.041999101638793945
+Impartial Culture_7;Urn culture_id 0.1_2;14.0;0.045248985290527344
+Impartial Culture_7;Urn culture_id 0.1_3;12.0;0.0514378547668457
+Impartial Culture_7;Urn culture_id 0.1_4;20.0;0.04909944534301758
+Impartial Culture_7;Urn culture_id 0.1_5;13.0;0.04562568664550781
+Impartial Culture_7;Urn culture_id 0.1_6;13.0;0.04156231880187988
+Impartial Culture_7;Urn culture_id 0.1_7;11.0;0.043280601501464844
+Impartial Culture_7;Urn culture_id 0.1_8;12.0;0.040891408920288086
+Impartial Culture_7;Urn culture_id 0.1_9;9.0;0.04198408126831055
+Impartial Culture_7;Norm-Mallows 0.5_0;16.0;0.042075395584106445
+Impartial Culture_7;Norm-Mallows 0.5_1;11.0;0.04385018348693848
+Impartial Culture_7;Norm-Mallows 0.5_2;10.0;0.04356026649475098
+Impartial Culture_7;Norm-Mallows 0.5_3;12.0;0.041854143142700195
+Impartial Culture_7;Norm-Mallows 0.5_4;11.0;0.040921688079833984
+Impartial Culture_7;Norm-Mallows 0.5_5;13.0;0.04317879676818848
+Impartial Culture_7;Norm-Mallows 0.5_6;13.0;0.043329477310180664
+Impartial Culture_7;Norm-Mallows 0.5_7;14.0;0.04218721389770508
+Impartial Culture_7;Norm-Mallows 0.5_8;10.0;0.042966604232788086
+Impartial Culture_7;Norm-Mallows 0.5_9;11.0;0.04100823402404785
+Impartial Culture_7;Urn culture_id (gamma)_0;12.0;0.041887760162353516
+Impartial Culture_7;Urn culture_id (gamma)_1;13.0;0.040967464447021484
+Impartial Culture_7;Urn culture_id (gamma)_2;12.0;0.04323577880859375
+Impartial Culture_7;Urn culture_id (gamma)_3;8.0;0.04343414306640625
+Impartial Culture_7;Urn culture_id (gamma)_4;9.0;0.04188871383666992
+Impartial Culture_7;Urn culture_id (gamma)_5;10.0;0.040990352630615234
+Impartial Culture_7;Urn culture_id (gamma)_6;10.0;0.04210400581359863
+Impartial Culture_7;Urn culture_id (gamma)_7;13.0;0.04088473320007324
+Impartial Culture_7;Urn culture_id (gamma)_8;10.0;0.04189348220825195
+Impartial Culture_7;Urn culture_id (gamma)_9;11.0;0.04394221305847168
+Impartial Culture_7;ID;26.0;0.04088926315307617
+Impartial Culture_7;UN_0;12.0;0.040889739990234375
+Impartial Culture_7;UN_1;13.0;0.04305005073547363
+Impartial Culture_7;UN_2;14.0;0.04088783264160156
+Impartial Culture_7;UN_3;13.0;0.041886091232299805
+Impartial Culture_7;AN;18.0;0.04188799858093262
+Impartial Culture_8;Impartial Culture_9;13.0;0.04188823699951172
+Impartial Culture_8;IAC_0;10.0;0.042885780334472656
+Impartial Culture_8;IAC_1;9.0;0.04188871383666992
+Impartial Culture_8;IAC_2;8.0;0.04288506507873535
+Impartial Culture_8;IAC_3;8.0;0.04188871383666992
+Impartial Culture_8;IAC_4;11.0;0.041886329650878906
+Impartial Culture_8;IAC_5;12.0;0.041889190673828125
+Impartial Culture_8;IAC_6;9.0;0.04487895965576172
+Impartial Culture_8;IAC_7;13.0;0.045105695724487305
+Impartial Culture_8;IAC_8;12.0;0.050478458404541016
+Impartial Culture_8;IAC_9;15.0;0.047437429428100586
+Impartial Culture_8;SP by Conitzer_0;16.0;0.04837465286254883
+Impartial Culture_8;SP by Conitzer_1;20.0;0.05045199394226074
+Impartial Culture_8;SP by Conitzer_2;10.0;0.05048966407775879
+Impartial Culture_8;SP by Conitzer_3;15.0;0.0503847599029541
+Impartial Culture_8;SP by Conitzer_4;12.0;0.05054926872253418
+Impartial Culture_8;SP by Conitzer_5;12.0;0.04729819297790527
+Impartial Culture_8;SP by Conitzer_6;11.0;0.04296469688415527
+Impartial Culture_8;SP by Conitzer_7;9.0;0.042939186096191406
+Impartial Culture_8;SP by Conitzer_8;12.0;0.042016029357910156
+Impartial Culture_8;SP by Conitzer_9;14.0;0.04425215721130371
+Impartial Culture_8;SP by Walsh_0;18.0;0.04207754135131836
+Impartial Culture_8;SP by Walsh_1;19.0;0.04292798042297363
+Impartial Culture_8;SP by Walsh_2;17.0;0.042957305908203125
+Impartial Culture_8;SP by Walsh_3;14.0;0.04314780235290527
+Impartial Culture_8;SP by Walsh_4;19.0;0.04296731948852539
+Impartial Culture_8;SP by Walsh_5;14.0;0.042932748794555664
+Impartial Culture_8;SP by Walsh_6;14.0;0.0432286262512207
+Impartial Culture_8;SP by Walsh_7;15.0;0.043973684310913086
+Impartial Culture_8;SP by Walsh_8;16.0;0.044072866439819336
+Impartial Culture_8;SP by Walsh_9;17.0;0.04185318946838379
+Impartial Culture_8;SPOC_0;12.0;0.04306912422180176
+Impartial Culture_8;SPOC_1;8.0;0.04411768913269043
+Impartial Culture_8;SPOC_2;11.0;0.04308009147644043
+Impartial Culture_8;SPOC_3;10.0;0.04320573806762695
+Impartial Culture_8;SPOC_4;10.0;0.04291868209838867
+Impartial Culture_8;SPOC_5;9.0;0.0431215763092041
+Impartial Culture_8;SPOC_6;10.0;0.042993783950805664
+Impartial Culture_8;SPOC_7;13.0;0.042946815490722656
+Impartial Culture_8;SPOC_8;8.0;0.04308891296386719
+Impartial Culture_8;SPOC_9;9.0;0.04188942909240723
+Impartial Culture_8;Group-Separable_0;12.0;0.043009042739868164
+Impartial Culture_8;Group-Separable_1;14.0;0.04288506507873535
+Impartial Culture_8;Group-Separable_2;12.0;0.04310035705566406
+Impartial Culture_8;Group-Separable_3;13.0;0.059448957443237305
+Impartial Culture_8;Group-Separable_4;16.0;0.042929649353027344
+Impartial Culture_8;Group-Separable_5;10.0;0.0418856143951416
+Impartial Culture_8;Group-Separable_6;10.0;0.04288482666015625
+Impartial Culture_8;Group-Separable_7;9.0;0.043024539947509766
+Impartial Culture_8;Group-Separable_8;16.0;0.04188871383666992
+Impartial Culture_8;Group-Separable_9;14.0;0.04429817199707031
+Impartial Culture_8;Single-Crossing_0;19.0;0.04323744773864746
+Impartial Culture_8;Single-Crossing_1;16.0;0.042964935302734375
+Impartial Culture_8;Single-Crossing_2;14.0;0.04188823699951172
+Impartial Culture_8;Single-Crossing_3;12.0;0.04828023910522461
+Impartial Culture_8;Single-Crossing_4;16.0;0.043051719665527344
+Impartial Culture_8;Single-Crossing_5;18.0;0.04299330711364746
+Impartial Culture_8;Single-Crossing_6;17.0;0.042884111404418945
+Impartial Culture_8;Single-Crossing_7;17.0;0.042925357818603516
+Impartial Culture_8;Single-Crossing_8;17.0;0.04296731948852539
+Impartial Culture_8;Single-Crossing_9;17.0;0.044956207275390625
+Impartial Culture_8;1D Interval_0;16.0;0.044001102447509766
+Impartial Culture_8;1D Interval_1;16.0;0.05101323127746582
+Impartial Culture_8;1D Interval_2;13.0;0.05180239677429199
+Impartial Culture_8;1D Interval_3;14.0;0.043332815170288086
+Impartial Culture_8;1D Interval_4;26.0;0.04285144805908203
+Impartial Culture_8;1D Interval_5;11.0;0.04330110549926758
+Impartial Culture_8;1D Interval_6;19.0;0.04189014434814453
+Impartial Culture_8;1D Interval_7;18.0;0.04199552536010742
+Impartial Culture_8;1D Interval_8;23.0;0.04288625717163086
+Impartial Culture_8;1D Interval_9;15.0;0.04188704490661621
+Impartial Culture_8;2D Disc_0;15.0;0.042885780334472656
+Impartial Culture_8;2D Disc_1;9.0;0.04204392433166504
+Impartial Culture_8;2D Disc_2;17.0;0.04285311698913574
+Impartial Culture_8;2D Disc_3;20.0;0.04291987419128418
+Impartial Culture_8;2D Disc_4;20.0;0.0418848991394043
+Impartial Culture_8;2D Disc_5;17.0;0.04288768768310547
+Impartial Culture_8;2D Disc_6;13.0;0.04288506507873535
+Impartial Culture_8;2D Disc_7;14.0;0.041929006576538086
+Impartial Culture_8;2D Disc_8;11.0;0.04288792610168457
+Impartial Culture_8;2D Disc_9;15.0;0.04288530349731445
+Impartial Culture_8;3D Cube_0;11.0;0.04189276695251465
+Impartial Culture_8;3D Cube_1;10.0;0.042881011962890625
+Impartial Culture_8;3D Cube_2;17.0;0.04288482666015625
+Impartial Culture_8;3D Cube_3;18.0;0.041886091232299805
+Impartial Culture_8;3D Cube_4;14.0;0.04288792610168457
+Impartial Culture_8;3D Cube_5;14.0;0.0418851375579834
+Impartial Culture_8;3D Cube_6;16.0;0.04288482666015625
+Impartial Culture_8;3D Cube_7;12.0;0.04188871383666992
+Impartial Culture_8;3D Cube_8;11.0;0.043000221252441406
+Impartial Culture_8;3D Cube_9;10.0;0.042885541915893555
+Impartial Culture_8;2D Sphere_0;15.0;0.041887521743774414
+Impartial Culture_8;2D Sphere_1;13.0;0.042887210845947266
+Impartial Culture_8;2D Sphere_2;12.0;0.041886329650878906
+Impartial Culture_8;2D Sphere_3;18.0;0.04296135902404785
+Impartial Culture_8;2D Sphere_4;10.0;0.04188680648803711
+Impartial Culture_8;2D Sphere_5;12.0;0.04288434982299805
+Impartial Culture_8;2D Sphere_6;15.0;0.04296755790710449
+Impartial Culture_8;2D Sphere_7;11.0;0.04285717010498047
+Impartial Culture_8;2D Sphere_8;12.0;0.04208254814147949
+Impartial Culture_8;2D Sphere_9;16.0;0.042885541915893555
+Impartial Culture_8;3D Sphere_0;19.0;0.04188799858093262
+Impartial Culture_8;3D Sphere_1;9.0;0.042967796325683594
+Impartial Culture_8;3D Sphere_2;12.0;0.04288482666015625
+Impartial Culture_8;3D Sphere_3;15.0;0.04296565055847168
+Impartial Culture_8;3D Sphere_4;14.0;0.04833340644836426
+Impartial Culture_8;3D Sphere_5;17.0;0.052423954010009766
+Impartial Culture_8;3D Sphere_6;8.0;0.050313711166381836
+Impartial Culture_8;3D Sphere_7;13.0;0.05110931396484375
+Impartial Culture_8;3D Sphere_8;7.0;0.050760507583618164
+Impartial Culture_8;3D Sphere_9;12.0;0.046286582946777344
+Impartial Culture_8;Urn culture_id 0.1_0;10.0;0.04448127746582031
+Impartial Culture_8;Urn culture_id 0.1_1;13.0;0.047434329986572266
+Impartial Culture_8;Urn culture_id 0.1_2;18.0;0.04625725746154785
+Impartial Culture_8;Urn culture_id 0.1_3;14.0;0.0439457893371582
+Impartial Culture_8;Urn culture_id 0.1_4;28.0;0.04291248321533203
+Impartial Culture_8;Urn culture_id 0.1_5;15.0;0.04303121566772461
+Impartial Culture_8;Urn culture_id 0.1_6;11.0;0.0438838005065918
+Impartial Culture_8;Urn culture_id 0.1_7;13.0;0.04418754577636719
+Impartial Culture_8;Urn culture_id 0.1_8;8.0;0.04519009590148926
+Impartial Culture_8;Urn culture_id 0.1_9;15.0;0.04318428039550781
+Impartial Culture_8;Norm-Mallows 0.5_0;20.0;0.04308152198791504
+Impartial Culture_8;Norm-Mallows 0.5_1;17.0;0.0430755615234375
+Impartial Culture_8;Norm-Mallows 0.5_2;10.0;0.04435992240905762
+Impartial Culture_8;Norm-Mallows 0.5_3;18.0;0.04827547073364258
+Impartial Culture_8;Norm-Mallows 0.5_4;15.0;0.04306387901306152
+Impartial Culture_8;Norm-Mallows 0.5_5;19.0;0.04289412498474121
+Impartial Culture_8;Norm-Mallows 0.5_6;21.0;0.04187941551208496
+Impartial Culture_8;Norm-Mallows 0.5_7;16.0;0.04488062858581543
+Impartial Culture_8;Norm-Mallows 0.5_8;12.0;0.0439298152923584
+Impartial Culture_8;Norm-Mallows 0.5_9;15.0;0.044027090072631836
+Impartial Culture_8;Urn culture_id (gamma)_0;12.0;0.04288530349731445
+Impartial Culture_8;Urn culture_id (gamma)_1;9.0;0.04288601875305176
+Impartial Culture_8;Urn culture_id (gamma)_2;10.0;0.044094085693359375
+Impartial Culture_8;Urn culture_id (gamma)_3;14.0;0.05082869529724121
+Impartial Culture_8;Urn culture_id (gamma)_4;9.0;0.0439152717590332
+Impartial Culture_8;Urn culture_id (gamma)_5;8.0;0.04287981986999512
+Impartial Culture_8;Urn culture_id (gamma)_6;12.0;0.042893171310424805
+Impartial Culture_8;Urn culture_id (gamma)_7;9.0;0.04285097122192383
+Impartial Culture_8;Urn culture_id (gamma)_8;12.0;0.041922569274902344
+Impartial Culture_8;Urn culture_id (gamma)_9;7.0;0.04296374320983887
+Impartial Culture_8;ID;32.0;0.04510140419006348
+Impartial Culture_8;UN_0;6.0;0.04326152801513672
+Impartial Culture_8;UN_1;7.0;0.042884111404418945
+Impartial Culture_8;UN_2;8.0;0.04288291931152344
+Impartial Culture_8;UN_3;9.0;0.04189133644104004
+Impartial Culture_8;AN;14.0;0.0418858528137207
+Impartial Culture_9;IAC_0;13.0;0.042884111404418945
+Impartial Culture_9;IAC_1;14.0;0.04192614555358887
+Impartial Culture_9;IAC_2;13.0;0.04288482666015625
+Impartial Culture_9;IAC_3;9.0;0.04188895225524902
+Impartial Culture_9;IAC_4;10.0;0.04288482666015625
+Impartial Culture_9;IAC_5;13.0;0.04288649559020996
+Impartial Culture_9;IAC_6;10.0;0.04188656806945801
+Impartial Culture_9;IAC_7;10.0;0.042885780334472656
+Impartial Culture_9;IAC_8;11.0;0.041892051696777344
+Impartial Culture_9;IAC_9;14.0;0.042881011962890625
+Impartial Culture_9;SP by Conitzer_0;11.0;0.04300689697265625
+Impartial Culture_9;SP by Conitzer_1;15.0;0.04288125038146973
+Impartial Culture_9;SP by Conitzer_2;13.0;0.043042659759521484
+Impartial Culture_9;SP by Conitzer_3;12.0;0.0418851375579834
+Impartial Culture_9;SP by Conitzer_4;15.0;0.04288792610168457
+Impartial Culture_9;SP by Conitzer_5;15.0;0.04288530349731445
+Impartial Culture_9;SP by Conitzer_6;12.0;0.042882442474365234
+Impartial Culture_9;SP by Conitzer_7;14.0;0.041890621185302734
+Impartial Culture_9;SP by Conitzer_8;17.0;0.043012380599975586
+Impartial Culture_9;SP by Conitzer_9;17.0;0.0422666072845459
+Impartial Culture_9;SP by Walsh_0;11.0;0.04288744926452637
+Impartial Culture_9;SP by Walsh_1;14.0;0.042966365814208984
+Impartial Culture_9;SP by Walsh_2;14.0;0.04288768768310547
+Impartial Culture_9;SP by Walsh_3;13.0;0.0418853759765625
+Impartial Culture_9;SP by Walsh_4;14.0;0.04285383224487305
+Impartial Culture_9;SP by Walsh_5;11.0;0.04297208786010742
+Impartial Culture_9;SP by Walsh_6;13.0;0.042916059494018555
+Impartial Culture_9;SP by Walsh_7;14.0;0.0421137809753418
+Impartial Culture_9;SP by Walsh_8;13.0;0.04312252998352051
+Impartial Culture_9;SP by Walsh_9;14.0;0.042043209075927734
+Impartial Culture_9;SPOC_0;13.0;0.04300332069396973
+Impartial Culture_9;SPOC_1;13.0;0.04188680648803711
+Impartial Culture_9;SPOC_2;14.0;0.041887521743774414
+Impartial Culture_9;SPOC_3;11.0;0.04288482666015625
+Impartial Culture_9;SPOC_4;11.0;0.042997121810913086
+Impartial Culture_9;SPOC_5;14.0;0.042043447494506836
+Impartial Culture_9;SPOC_6;11.0;0.042888641357421875
+Impartial Culture_9;SPOC_7;8.0;0.0418853759765625
+Impartial Culture_9;SPOC_8;11.0;0.041887760162353516
+Impartial Culture_9;SPOC_9;12.0;0.04288482666015625
+Impartial Culture_9;Group-Separable_0;15.0;0.04188799858093262
+Impartial Culture_9;Group-Separable_1;15.0;0.041889190673828125
+Impartial Culture_9;Group-Separable_2;13.0;0.04288506507873535
+Impartial Culture_9;Group-Separable_3;16.0;0.04188990592956543
+Impartial Culture_9;Group-Separable_4;17.0;0.0418851375579834
+Impartial Culture_9;Group-Separable_5;13.0;0.051364898681640625
+Impartial Culture_9;Group-Separable_6;13.0;0.04936337471008301
+Impartial Culture_9;Group-Separable_7;12.0;0.044252872467041016
+Impartial Culture_9;Group-Separable_8;17.0;0.044344186782836914
+Impartial Culture_9;Group-Separable_9;15.0;0.041886329650878906
+Impartial Culture_9;Single-Crossing_0;10.0;0.04484820365905762
+Impartial Culture_9;Single-Crossing_1;15.0;0.06468415260314941
+Impartial Culture_9;Single-Crossing_2;13.0;0.06867313385009766
+Impartial Culture_9;Single-Crossing_3;15.0;0.05169677734375
+Impartial Culture_9;Single-Crossing_4;11.0;0.04329991340637207
+Impartial Culture_9;Single-Crossing_5;9.0;0.04422497749328613
+Impartial Culture_9;Single-Crossing_6;16.0;0.04670095443725586
+Impartial Culture_9;Single-Crossing_7;12.0;0.04337263107299805
+Impartial Culture_9;Single-Crossing_8;12.0;0.04459428787231445
+Impartial Culture_9;Single-Crossing_9;14.0;0.044011831283569336
+Impartial Culture_9;1D Interval_0;13.0;0.17834925651550293
+Impartial Culture_9;1D Interval_1;19.0;0.17253923416137695
+Impartial Culture_9;1D Interval_2;14.0;0.12727665901184082
+Impartial Culture_9;1D Interval_3;13.0;0.12267327308654785
+Impartial Culture_9;1D Interval_4;21.0;0.1571493148803711
+Impartial Culture_9;1D Interval_5;16.0;0.14015769958496094
+Impartial Culture_9;1D Interval_6;14.0;0.1551816463470459
+Impartial Culture_9;1D Interval_7;17.0;0.07579731941223145
+Impartial Culture_9;1D Interval_8;20.0;0.06283259391784668
+Impartial Culture_9;1D Interval_9;18.0;0.04687380790710449
+Impartial Culture_9;2D Disc_0;10.0;0.0608372688293457
+Impartial Culture_9;2D Disc_1;12.0;0.055850982666015625
+Impartial Culture_9;2D Disc_2;12.0;0.04787278175354004
+Impartial Culture_9;2D Disc_3;13.0;0.05086374282836914
+Impartial Culture_9;2D Disc_4;17.0;0.04887223243713379
+Impartial Culture_9;2D Disc_5;14.0;0.04387855529785156
+Impartial Culture_9;2D Disc_6;14.0;0.04388260841369629
+Impartial Culture_9;2D Disc_7;13.0;0.04388236999511719
+Impartial Culture_9;2D Disc_8;8.0;0.04488015174865723
+Impartial Culture_9;2D Disc_9;16.0;0.04488062858581543
+Impartial Culture_9;3D Cube_0;12.0;0.08195853233337402
+Impartial Culture_9;3D Cube_1;11.0;0.13528943061828613
+Impartial Culture_9;3D Cube_2;12.0;0.08078360557556152
+Impartial Culture_9;3D Cube_3;15.0;0.07081031799316406
+Impartial Culture_9;3D Cube_4;13.0;0.06782031059265137
+Impartial Culture_9;3D Cube_5;15.0;0.06582164764404297
+Impartial Culture_9;3D Cube_6;11.0;0.05784463882446289
+Impartial Culture_9;3D Cube_7;11.0;0.05285930633544922
+Impartial Culture_9;3D Cube_8;10.0;0.0608365535736084
+Impartial Culture_9;3D Cube_9;13.0;0.04787182807922363
+Impartial Culture_9;2D Sphere_0;10.0;0.042917728424072266
+Impartial Culture_9;2D Sphere_1;8.0;0.042893171310424805
+Impartial Culture_9;2D Sphere_2;15.0;0.0428462028503418
+Impartial Culture_9;2D Sphere_3;13.0;0.04388236999511719
+Impartial Culture_9;2D Sphere_4;9.0;0.04288625717163086
+Impartial Culture_9;2D Sphere_5;11.0;0.05086374282836914
+Impartial Culture_9;2D Sphere_6;12.0;0.05285906791687012
+Impartial Culture_9;2D Sphere_7;12.0;0.05285787582397461
+Impartial Culture_9;2D Sphere_8;11.0;0.05086398124694824
+Impartial Culture_9;2D Sphere_9;13.0;0.05186152458190918
+Impartial Culture_9;3D Sphere_0;16.0;0.05186152458190918
+Impartial Culture_9;3D Sphere_1;12.0;0.05086350440979004
+Impartial Culture_9;3D Sphere_2;7.0;0.05086398124694824
+Impartial Culture_9;3D Sphere_3;12.0;0.05086398124694824
+Impartial Culture_9;3D Sphere_4;11.0;0.05086398124694824
+Impartial Culture_9;3D Sphere_5;10.0;0.05086398124694824
+Impartial Culture_9;3D Sphere_6;13.0;0.05086398124694824
+Impartial Culture_9;3D Sphere_7;14.0;0.050864458084106445
+Impartial Culture_9;3D Sphere_8;12.0;0.05285835266113281
+Impartial Culture_9;3D Sphere_9;9.0;0.05186128616333008
+Impartial Culture_9;Urn culture_id 0.1_0;11.0;0.05186128616333008
+Impartial Culture_9;Urn culture_id 0.1_1;12.0;0.05186152458190918
+Impartial Culture_9;Urn culture_id 0.1_2;15.0;0.05086374282836914
+Impartial Culture_9;Urn culture_id 0.1_3;13.0;0.050864458084106445
+Impartial Culture_9;Urn culture_id 0.1_4;19.0;0.05186104774475098
+Impartial Culture_9;Urn culture_id 0.1_5;14.0;0.05086374282836914
+Impartial Culture_9;Urn culture_id 0.1_6;10.0;0.050864219665527344
+Impartial Culture_9;Urn culture_id 0.1_7;8.0;0.05186152458190918
+Impartial Culture_9;Urn culture_id 0.1_8;15.0;0.05086374282836914
+Impartial Culture_9;Urn culture_id 0.1_9;12.0;0.05086398124694824
+Impartial Culture_9;Norm-Mallows 0.5_0;13.0;0.05186152458190918
+Impartial Culture_9;Norm-Mallows 0.5_1;14.0;0.05186128616333008
+Impartial Culture_9;Norm-Mallows 0.5_2;9.0;0.04790616035461426
+Impartial Culture_9;Norm-Mallows 0.5_3;15.0;0.04384756088256836
+Impartial Culture_9;Norm-Mallows 0.5_4;12.0;0.04388260841369629
+Impartial Culture_9;Norm-Mallows 0.5_5;10.0;0.04289054870605469
+Impartial Culture_9;Norm-Mallows 0.5_6;14.0;0.05185675621032715
+Impartial Culture_9;Norm-Mallows 0.5_7;13.0;0.0498661994934082
+Impartial Culture_9;Norm-Mallows 0.5_8;13.0;0.04488015174865723
+Impartial Culture_9;Norm-Mallows 0.5_9;10.0;0.04188728332519531
+Impartial Culture_9;Urn culture_id (gamma)_0;5.0;0.04291796684265137
+Impartial Culture_9;Urn culture_id (gamma)_1;10.0;0.042885541915893555
+Impartial Culture_9;Urn culture_id (gamma)_2;11.0;0.04296469688415527
+Impartial Culture_9;Urn culture_id (gamma)_3;13.0;0.042296409606933594
+Impartial Culture_9;Urn culture_id (gamma)_4;8.0;0.04288530349731445
+Impartial Culture_9;Urn culture_id (gamma)_5;13.0;0.04413175582885742
+Impartial Culture_9;Urn culture_id (gamma)_6;9.0;0.04327559471130371
+Impartial Culture_9;Urn culture_id (gamma)_7;12.0;0.041954994201660156
+Impartial Culture_9;Urn culture_id (gamma)_8;9.0;0.04288363456726074
+Impartial Culture_9;Urn culture_id (gamma)_9;12.0;0.04306650161743164
+Impartial Culture_9;ID;25.0;0.04295659065246582
+Impartial Culture_9;UN_0;13.0;0.0418851375579834
+Impartial Culture_9;UN_1;12.0;0.04288959503173828
+Impartial Culture_9;UN_2;13.0;0.0418848991394043
+Impartial Culture_9;UN_3;12.0;0.04288530349731445
+Impartial Culture_9;AN;19.0;0.05145764350891113
+IAC_0;IAC_1;9.0;0.05244183540344238
+IAC_0;IAC_2;8.0;0.047418832778930664
+IAC_0;IAC_3;10.0;0.0432741641998291
+IAC_0;IAC_4;11.0;0.04366779327392578
+IAC_0;IAC_5;14.0;0.04323291778564453
+IAC_0;IAC_6;11.0;0.042351722717285156
+IAC_0;IAC_7;15.0;0.04299283027648926
+IAC_0;IAC_8;14.0;0.04288148880004883
+IAC_0;IAC_9;15.0;0.04288506507873535
+IAC_0;SP by Conitzer_0;16.0;0.04303264617919922
+IAC_0;SP by Conitzer_1;20.0;0.04288077354431152
+IAC_0;SP by Conitzer_2;12.0;0.042885780334472656
+IAC_0;SP by Conitzer_3;17.0;0.041892051696777344
+IAC_0;SP by Conitzer_4;14.0;0.04288077354431152
+IAC_0;SP by Conitzer_5;16.0;0.04394340515136719
+IAC_0;SP by Conitzer_6;13.0;0.04797196388244629
+IAC_0;SP by Conitzer_7;13.0;0.05282783508300781
+IAC_0;SP by Conitzer_8;16.0;0.06283354759216309
+IAC_0;SP by Conitzer_9;16.0;0.05289649963378906
+IAC_0;SP by Walsh_0;16.0;0.043875694274902344
+IAC_0;SP by Walsh_1;17.0;0.04388427734375
+IAC_0;SP by Walsh_2;17.0;0.042016029357910156
+IAC_0;SP by Walsh_3;14.0;0.04302525520324707
+IAC_0;SP by Walsh_4;17.0;0.043062686920166016
+IAC_0;SP by Walsh_5;16.0;0.04288506507873535
+IAC_0;SP by Walsh_6;16.0;0.04200935363769531
+IAC_0;SP by Walsh_7;13.0;0.04288530349731445
+IAC_0;SP by Walsh_8;16.0;0.0419924259185791
+IAC_0;SP by Walsh_9;17.0;0.04299139976501465
+IAC_0;SPOC_0;14.0;0.04288339614868164
+IAC_0;SPOC_1;10.0;0.04288458824157715
+IAC_0;SPOC_2;11.0;0.041929006576538086
+IAC_0;SPOC_3;12.0;0.042885780334472656
+IAC_0;SPOC_4;10.0;0.04298233985900879
+IAC_0;SPOC_5;7.0;0.04304766654968262
+IAC_0;SPOC_6;12.0;0.04288434982299805
+IAC_0;SPOC_7;13.0;0.04288601875305176
+IAC_0;SPOC_8;8.0;0.04508161544799805
+IAC_0;SPOC_9;11.0;0.05427408218383789
+IAC_0;Group-Separable_0;14.0;0.05414319038391113
+IAC_0;Group-Separable_1;16.0;0.05172991752624512
+IAC_0;Group-Separable_2;14.0;0.050748348236083984
+IAC_0;Group-Separable_3;15.0;0.049437522888183594
+IAC_0;Group-Separable_4;16.0;0.05034494400024414
+IAC_0;Group-Separable_5;10.0;0.04962301254272461
+IAC_0;Group-Separable_6;10.0;0.046384334564208984
+IAC_0;Group-Separable_7;11.0;0.04192018508911133
+IAC_0;Group-Separable_8;16.0;0.042885780334472656
+IAC_0;Group-Separable_9;16.0;0.041887760162353516
+IAC_0;Single-Crossing_0;15.0;0.04188966751098633
+IAC_0;Single-Crossing_1;16.0;0.04288530349731445
+IAC_0;Single-Crossing_2;16.0;0.04288315773010254
+IAC_0;Single-Crossing_3;14.0;0.04189038276672363
+IAC_0;Single-Crossing_4;16.0;0.04288482666015625
+IAC_0;Single-Crossing_5;18.0;0.04496335983276367
+IAC_0;Single-Crossing_6;17.0;0.045166730880737305
+IAC_0;Single-Crossing_7;15.0;0.0428767204284668
+IAC_0;Single-Crossing_8;15.0;0.04301619529724121
+IAC_0;Single-Crossing_9;21.0;0.04288792610168457
+IAC_0;1D Interval_0;16.0;0.04288482666015625
+IAC_0;1D Interval_1;18.0;0.04300355911254883
+IAC_0;1D Interval_2;13.0;0.04288530349731445
+IAC_0;1D Interval_3;16.0;0.0418851375579834
+IAC_0;1D Interval_4;24.0;0.04288768768310547
+IAC_0;1D Interval_5;15.0;0.04322624206542969
+IAC_0;1D Interval_6;19.0;0.0418858528137207
+IAC_0;1D Interval_7;18.0;0.04288768768310547
+IAC_0;1D Interval_8;23.0;0.04288506507873535
+IAC_0;1D Interval_9;17.0;0.044034481048583984
+IAC_0;2D Disc_0;15.0;0.05344057083129883
+IAC_0;2D Disc_1;11.0;0.0602262020111084
+IAC_0;2D Disc_2;17.0;0.04996085166931152
+IAC_0;2D Disc_3;20.0;0.04308176040649414
+IAC_0;2D Disc_4;22.0;0.04505133628845215
+IAC_0;2D Disc_5;17.0;0.04288768768310547
+IAC_0;2D Disc_6;9.0;0.04288458824157715
+IAC_0;2D Disc_7;14.0;0.04289054870605469
+IAC_0;2D Disc_8;11.0;0.04590153694152832
+IAC_0;2D Disc_9;15.0;0.04189634323120117
+IAC_0;3D Cube_0;11.0;0.0440526008605957
+IAC_0;3D Cube_1;12.0;0.04201316833496094
+IAC_0;3D Cube_2;17.0;0.04288458824157715
+IAC_0;3D Cube_3;18.0;0.042998552322387695
+IAC_0;3D Cube_4;16.0;0.04229235649108887
+IAC_0;3D Cube_5;14.0;0.04188871383666992
+IAC_0;3D Cube_6;16.0;0.043082475662231445
+IAC_0;3D Cube_7;12.0;0.04188799858093262
+IAC_0;3D Cube_8;11.0;0.042139291763305664
+IAC_0;3D Cube_9;12.0;0.042853355407714844
+IAC_0;2D Sphere_0;17.0;0.04192471504211426
+IAC_0;2D Sphere_1;13.0;0.043847084045410156
+IAC_0;2D Sphere_2;16.0;0.05163431167602539
+IAC_0;2D Sphere_3;18.0;0.05091094970703125
+IAC_0;2D Sphere_4;12.0;0.04419302940368652
+IAC_0;2D Sphere_5;14.0;0.04288148880004883
+IAC_0;2D Sphere_6;17.0;0.04288649559020996
+IAC_0;2D Sphere_7;13.0;0.043117523193359375
+IAC_0;2D Sphere_8;12.0;0.04295969009399414
+IAC_0;2D Sphere_9;18.0;0.04288625717163086
+IAC_0;3D Sphere_0;17.0;0.04188823699951172
+IAC_0;3D Sphere_1;9.0;0.0429537296295166
+IAC_0;3D Sphere_2;10.0;0.042885541915893555
+IAC_0;3D Sphere_3;13.0;0.04288601875305176
+IAC_0;3D Sphere_4;14.0;0.04288434982299805
+IAC_0;3D Sphere_5;17.0;0.042022705078125
+IAC_0;3D Sphere_6;10.0;0.04392552375793457
+IAC_0;3D Sphere_7;13.0;0.0421903133392334
+IAC_0;3D Sphere_8;11.0;0.04288482666015625
+IAC_0;3D Sphere_9;14.0;0.041965484619140625
+IAC_0;Urn culture_id 0.1_0;12.0;0.04288601875305176
+IAC_0;Urn culture_id 0.1_1;11.0;0.042893171310424805
+IAC_0;Urn culture_id 0.1_2;18.0;0.04304170608520508
+IAC_0;Urn culture_id 0.1_3;12.0;0.04188823699951172
+IAC_0;Urn culture_id 0.1_4;28.0;0.042885780334472656
+IAC_0;Urn culture_id 0.1_5;15.0;0.04288434982299805
+IAC_0;Urn culture_id 0.1_6;13.0;0.04288840293884277
+IAC_0;Urn culture_id 0.1_7;11.0;0.042882442474365234
+IAC_0;Urn culture_id 0.1_8;10.0;0.04189109802246094
+IAC_0;Urn culture_id 0.1_9;15.0;0.04975724220275879
+IAC_0;Norm-Mallows 0.5_0;20.0;0.045273780822753906
+IAC_0;Norm-Mallows 0.5_1;17.0;0.04309344291687012
+IAC_0;Norm-Mallows 0.5_2;12.0;0.04297280311584473
+IAC_0;Norm-Mallows 0.5_3;18.0;0.043131351470947266
+IAC_0;Norm-Mallows 0.5_4;17.0;0.042885541915893555
+IAC_0;Norm-Mallows 0.5_5;17.0;0.04303717613220215
+IAC_0;Norm-Mallows 0.5_6;21.0;0.045082807540893555
+IAC_0;Norm-Mallows 0.5_7;16.0;0.04228019714355469
+IAC_0;Norm-Mallows 0.5_8;12.0;0.04408979415893555
+IAC_0;Norm-Mallows 0.5_9;15.0;0.04300713539123535
+IAC_0;Urn culture_id (gamma)_0;14.0;0.04288434982299805
+IAC_0;Urn culture_id (gamma)_1;11.0;0.042464494705200195
+IAC_0;Urn culture_id (gamma)_2;10.0;0.04298114776611328
+IAC_0;Urn culture_id (gamma)_3;14.0;0.04199957847595215
+IAC_0;Urn culture_id (gamma)_4;11.0;0.04288601875305176
+IAC_0;Urn culture_id (gamma)_5;6.0;0.04288506507873535
+IAC_0;Urn culture_id (gamma)_6;10.0;0.04300403594970703
+IAC_0;Urn culture_id (gamma)_7;7.0;0.04599952697753906
+IAC_0;Urn culture_id (gamma)_8;12.0;0.0561823844909668
+IAC_0;Urn culture_id (gamma)_9;9.0;0.048004150390625
+IAC_0;ID;32.0;0.043149709701538086
+IAC_0;UN_0;8.0;0.04291653633117676
+IAC_0;UN_1;7.0;0.04188942909240723
+IAC_0;UN_2;10.0;0.04288434982299805
+IAC_0;UN_3;7.0;0.04288482666015625
+IAC_0;AN;20.0;0.04185676574707031
+IAC_1;IAC_2;9.0;0.04192209243774414
+IAC_1;IAC_3;7.0;0.0418851375579834
+IAC_1;IAC_4;6.0;0.04194521903991699
+IAC_1;IAC_5;13.0;0.04188799858093262
+IAC_1;IAC_6;10.0;0.041887521743774414
+IAC_1;IAC_7;12.0;0.04199695587158203
+IAC_1;IAC_8;13.0;0.042885541915893555
+IAC_1;IAC_9;14.0;0.04288983345031738
+IAC_1;SP by Conitzer_0;15.0;0.04288291931152344
+IAC_1;SP by Conitzer_1;19.0;0.04285168647766113
+IAC_1;SP by Conitzer_2;13.0;0.04990744590759277
+IAC_1;SP by Conitzer_3;14.0;0.04809427261352539
+IAC_1;SP by Conitzer_4;11.0;0.04562211036682129
+IAC_1;SP by Conitzer_5;15.0;0.040964603424072266
+IAC_1;SP by Conitzer_6;12.0;0.04287981986999512
+IAC_1;SP by Conitzer_7;12.0;0.04421710968017578
+IAC_1;SP by Conitzer_8;13.0;0.04192042350769043
+IAC_1;SP by Conitzer_9;15.0;0.04188895225524902
+IAC_1;SP by Walsh_0;15.0;0.04288458824157715
+IAC_1;SP by Walsh_1;16.0;0.04188823699951172
+IAC_1;SP by Walsh_2;14.0;0.042853355407714844
+IAC_1;SP by Walsh_3;13.0;0.042029619216918945
+IAC_1;SP by Walsh_4;16.0;0.04188823699951172
+IAC_1;SP by Walsh_5;15.0;0.0438840389251709
+IAC_1;SP by Walsh_6;13.0;0.0418856143951416
+IAC_1;SP by Walsh_7;14.0;0.04416847229003906
+IAC_1;SP by Walsh_8;15.0;0.04195737838745117
+IAC_1;SP by Walsh_9;14.0;0.04189109802246094
+IAC_1;SPOC_0;13.0;0.041956186294555664
+IAC_1;SPOC_1;9.0;0.04189133644104004
+IAC_1;SPOC_2;10.0;0.04300045967102051
+IAC_1;SPOC_3;7.0;0.04185366630554199
+IAC_1;SPOC_4;9.0;0.041919708251953125
+IAC_1;SPOC_5;10.0;0.04406881332397461
+IAC_1;SPOC_6;7.0;0.041889190673828125
+IAC_1;SPOC_7;8.0;0.041890621185302734
+IAC_1;SPOC_8;9.0;0.04229474067687988
+IAC_1;SPOC_9;8.0;0.04188799858093262
+IAC_1;Group-Separable_0;13.0;0.043030500411987305
+IAC_1;Group-Separable_1;15.0;0.04245257377624512
+IAC_1;Group-Separable_2;13.0;0.04100489616394043
+IAC_1;Group-Separable_3;12.0;0.04189038276672363
+IAC_1;Group-Separable_4;17.0;0.04188847541809082
+IAC_1;Group-Separable_5;11.0;0.04285144805908203
+IAC_1;Group-Separable_6;7.0;0.046288490295410156
+IAC_1;Group-Separable_7;10.0;0.05213761329650879
+IAC_1;Group-Separable_8;17.0;0.045960426330566406
+IAC_1;Group-Separable_9;13.0;0.04269981384277344
+IAC_1;Single-Crossing_0;16.0;0.04207897186279297
+IAC_1;Single-Crossing_1;13.0;0.04191160202026367
+IAC_1;Single-Crossing_2;15.0;0.046508073806762695
+IAC_1;Single-Crossing_3;13.0;0.0434565544128418
+IAC_1;Single-Crossing_4;15.0;0.04248690605163574
+IAC_1;Single-Crossing_5;15.0;0.0444035530090332
+IAC_1;Single-Crossing_6;16.0;0.04231572151184082
+IAC_1;Single-Crossing_7;16.0;0.04366183280944824
+IAC_1;Single-Crossing_8;16.0;0.042374610900878906
+IAC_1;Single-Crossing_9;16.0;0.043007850646972656
+IAC_1;1D Interval_0;15.0;0.042122840881347656
+IAC_1;1D Interval_1;17.0;0.041886329650878906
+IAC_1;1D Interval_2;14.0;0.0418853759765625
+IAC_1;1D Interval_3;13.0;0.04495382308959961
+IAC_1;1D Interval_4;21.0;0.04937481880187988
+IAC_1;1D Interval_5;12.0;0.0503544807434082
+IAC_1;1D Interval_6;20.0;0.04852414131164551
+IAC_1;1D Interval_7;17.0;0.04944181442260742
+IAC_1;1D Interval_8;20.0;0.048417091369628906
+IAC_1;1D Interval_9;14.0;0.04942464828491211
+IAC_1;2D Disc_0;12.0;0.04944324493408203
+IAC_1;2D Disc_1;10.0;0.04853463172912598
+IAC_1;2D Disc_2;16.0;0.04945635795593262
+IAC_1;2D Disc_3;17.0;0.04842972755432129
+IAC_1;2D Disc_4;19.0;0.04936933517456055
+IAC_1;2D Disc_5;14.0;0.04942059516906738
+IAC_1;2D Disc_6;10.0;0.049413204193115234
+IAC_1;2D Disc_7;13.0;0.04417157173156738
+IAC_1;2D Disc_8;10.0;0.04088616371154785
+IAC_1;2D Disc_9;12.0;0.04188799858093262
+IAC_1;3D Cube_0;12.0;0.04199051856994629
+IAC_1;3D Cube_1;9.0;0.04189133644104004
+IAC_1;3D Cube_2;18.0;0.04088711738586426
+IAC_1;3D Cube_3;17.0;0.04188871383666992
+IAC_1;3D Cube_4;13.0;0.041890621185302734
+IAC_1;3D Cube_5;11.0;0.0418848991394043
+IAC_1;3D Cube_6;13.0;0.041887521743774414
+IAC_1;3D Cube_7;11.0;0.041893720626831055
+IAC_1;3D Cube_8;8.0;0.04088616371154785
+IAC_1;3D Cube_9;7.0;0.04188680648803711
+IAC_1;2D Sphere_0;14.0;0.04189157485961914
+IAC_1;2D Sphere_1;14.0;0.04201650619506836
+IAC_1;2D Sphere_2;13.0;0.0418858528137207
+IAC_1;2D Sphere_3;17.0;0.040892839431762695
+IAC_1;2D Sphere_4;11.0;0.04188656806945801
+IAC_1;2D Sphere_5;11.0;0.041890859603881836
+IAC_1;2D Sphere_6;12.0;0.04188394546508789
+IAC_1;2D Sphere_7;12.0;0.040956974029541016
+IAC_1;2D Sphere_8;9.0;0.04398941993713379
+IAC_1;2D Sphere_9;15.0;0.04188799858093262
+IAC_1;3D Sphere_0;16.0;0.0418548583984375
+IAC_1;3D Sphere_1;8.0;0.04191851615905762
+IAC_1;3D Sphere_2;13.0;0.041890621185302734
+IAC_1;3D Sphere_3;14.0;0.04188847541809082
+IAC_1;3D Sphere_4;11.0;0.041886329650878906
+IAC_1;3D Sphere_5;14.0;0.04188680648803711
+IAC_1;3D Sphere_6;9.0;0.04188990592956543
+IAC_1;3D Sphere_7;8.0;0.04188847541809082
+IAC_1;3D Sphere_8;6.0;0.0418853759765625
+IAC_1;3D Sphere_9;11.0;0.04188823699951172
+IAC_1;Urn culture_id 0.1_0;11.0;0.04089045524597168
+IAC_1;Urn culture_id 0.1_1;10.0;0.04188799858093262
+IAC_1;Urn culture_id 0.1_2;17.0;0.041887521743774414
+IAC_1;Urn culture_id 0.1_3;11.0;0.041890621185302734
+IAC_1;Urn culture_id 0.1_4;25.0;0.04204368591308594
+IAC_1;Urn culture_id 0.1_5;16.0;0.0408933162689209
+IAC_1;Urn culture_id 0.1_6;10.0;0.04687857627868652
+IAC_1;Urn culture_id 0.1_7;12.0;0.04188108444213867
+IAC_1;Urn culture_id 0.1_8;7.0;0.0418853759765625
+IAC_1;Urn culture_id 0.1_9;14.0;0.0408937931060791
+IAC_1;Norm-Mallows 0.5_0;17.0;0.04210662841796875
+IAC_1;Norm-Mallows 0.5_1;16.0;0.05133390426635742
+IAC_1;Norm-Mallows 0.5_2;11.0;0.06898641586303711
+IAC_1;Norm-Mallows 0.5_3;15.0;0.052558183670043945
+IAC_1;Norm-Mallows 0.5_4;14.0;0.04953169822692871
+IAC_1;Norm-Mallows 0.5_5;16.0;0.04938697814941406
+IAC_1;Norm-Mallows 0.5_6;18.0;0.04946637153625488
+IAC_1;Norm-Mallows 0.5_7;15.0;0.050089120864868164
+IAC_1;Norm-Mallows 0.5_8;13.0;0.04946160316467285
+IAC_1;Norm-Mallows 0.5_9;14.0;0.04936790466308594
+IAC_1;Urn culture_id (gamma)_0;11.0;0.04849576950073242
+IAC_1;Urn culture_id (gamma)_1;8.0;0.041887521743774414
+IAC_1;Urn culture_id (gamma)_2;9.0;0.04188799858093262
+IAC_1;Urn culture_id (gamma)_3;13.0;0.04192829132080078
+IAC_1;Urn culture_id (gamma)_4;10.0;0.0418848991394043
+IAC_1;Urn culture_id (gamma)_5;9.0;0.04188847541809082
+IAC_1;Urn culture_id (gamma)_6;11.0;0.04197216033935547
+IAC_1;Urn culture_id (gamma)_7;10.0;0.04288482666015625
+IAC_1;Urn culture_id (gamma)_8;9.0;0.04188823699951172
+IAC_1;Urn culture_id (gamma)_9;8.0;0.04385042190551758
+IAC_1;ID;31.0;0.042098283767700195
+IAC_1;UN_0;7.0;0.041921138763427734
+IAC_1;UN_1;8.0;0.04400897026062012
+IAC_1;UN_2;7.0;0.042493343353271484
+IAC_1;UN_3;8.0;0.04322528839111328
+IAC_1;AN;17.0;0.04295706748962402
+IAC_2;IAC_3;10.0;0.042881011962890625
+IAC_2;IAC_4;11.0;0.04288530349731445
+IAC_2;IAC_5;14.0;0.042969703674316406
+IAC_2;IAC_6;11.0;0.04413652420043945
+IAC_2;IAC_7;13.0;0.048479557037353516
+IAC_2;IAC_8;12.0;0.04977583885192871
+IAC_2;IAC_9;13.0;0.04742002487182617
+IAC_2;SP by Conitzer_0;16.0;0.043985605239868164
+IAC_2;SP by Conitzer_1;20.0;0.04311680793762207
+IAC_2;SP by Conitzer_2;14.0;0.04235339164733887
+IAC_2;SP by Conitzer_3;15.0;0.042096614837646484
+IAC_2;SP by Conitzer_4;16.0;0.042885541915893555
+IAC_2;SP by Conitzer_5;18.0;0.041985273361206055
+IAC_2;SP by Conitzer_6;15.0;0.0430455207824707
+IAC_2;SP by Conitzer_7;15.0;0.0418858528137207
+IAC_2;SP by Conitzer_8;18.0;0.042940616607666016
+IAC_2;SP by Conitzer_9;18.0;0.04277205467224121
+IAC_2;SP by Walsh_0;14.0;0.04288506507873535
+IAC_2;SP by Walsh_1;15.0;0.04288506507873535
+IAC_2;SP by Walsh_2;15.0;0.04288792610168457
+IAC_2;SP by Walsh_3;14.0;0.0418856143951416
+IAC_2;SP by Walsh_4;17.0;0.043030738830566406
+IAC_2;SP by Walsh_5;16.0;0.04396486282348633
+IAC_2;SP by Walsh_6;14.0;0.042885780334472656
+IAC_2;SP by Walsh_7;13.0;0.041887521743774414
+IAC_2;SP by Walsh_8;14.0;0.04288601875305176
+IAC_2;SP by Walsh_9;15.0;0.04288625717163086
+IAC_2;SPOC_0;12.0;0.04188704490661621
+IAC_2;SPOC_1;10.0;0.042999982833862305
+IAC_2;SPOC_2;13.0;0.04188799858093262
+IAC_2;SPOC_3;10.0;0.04188799858093262
+IAC_2;SPOC_4;10.0;0.04288744926452637
+IAC_2;SPOC_5;11.0;0.0418858528137207
+IAC_2;SPOC_6;10.0;0.04288530349731445
+IAC_2;SPOC_7;9.0;0.04188799858093262
+IAC_2;SPOC_8;10.0;0.04288649559020996
+IAC_2;SPOC_9;9.0;0.04385042190551758
+IAC_2;Group-Separable_0;14.0;0.04962730407714844
+IAC_2;Group-Separable_1;16.0;0.043015480041503906
+IAC_2;Group-Separable_2;18.0;0.04532933235168457
+IAC_2;Group-Separable_3;17.0;0.04288196563720703
+IAC_2;Group-Separable_4;20.0;0.04288601875305176
+IAC_2;Group-Separable_5;10.0;0.04288625717163086
+IAC_2;Group-Separable_6;10.0;0.04301953315734863
+IAC_2;Group-Separable_7;11.0;0.04302716255187988
+IAC_2;Group-Separable_8;20.0;0.04400014877319336
+IAC_2;Group-Separable_9;14.0;0.04288029670715332
+IAC_2;Single-Crossing_0;17.0;0.042885541915893555
+IAC_2;Single-Crossing_1;16.0;0.04288482666015625
+IAC_2;Single-Crossing_2;16.0;0.04288816452026367
+IAC_2;Single-Crossing_3;14.0;0.042885541915893555
+IAC_2;Single-Crossing_4;16.0;0.04288530349731445
+IAC_2;Single-Crossing_5;18.0;0.041887521743774414
+IAC_2;Single-Crossing_6;17.0;0.04288506507873535
+IAC_2;Single-Crossing_7;17.0;0.04288601875305176
+IAC_2;Single-Crossing_8;15.0;0.0419919490814209
+IAC_2;Single-Crossing_9;19.0;0.041890859603881836
+IAC_2;1D Interval_0;16.0;0.04295539855957031
+IAC_2;1D Interval_1;18.0;0.04205179214477539
+IAC_2;1D Interval_2;17.0;0.04384803771972656
+IAC_2;1D Interval_3;16.0;0.04656577110290527
+IAC_2;1D Interval_4;24.0;0.04305291175842285
+IAC_2;1D Interval_5;15.0;0.042989492416381836
+IAC_2;1D Interval_6;21.0;0.04300093650817871
+IAC_2;1D Interval_7;20.0;0.04204726219177246
+IAC_2;1D Interval_8;21.0;0.042885780334472656
+IAC_2;1D Interval_9;15.0;0.050333261489868164
+IAC_2;2D Disc_0;15.0;0.05314779281616211
+IAC_2;2D Disc_1;13.0;0.04787302017211914
+IAC_2;2D Disc_2;17.0;0.041918039321899414
+IAC_2;2D Disc_3;18.0;0.04288601875305176
+IAC_2;2D Disc_4;18.0;0.04288601875305176
+IAC_2;2D Disc_5;15.0;0.04288649559020996
+IAC_2;2D Disc_6;11.0;0.042885780334472656
+IAC_2;2D Disc_7;16.0;0.04285168647766113
+IAC_2;2D Disc_8;11.0;0.042916297912597656
+IAC_2;2D Disc_9;15.0;0.0428924560546875
+IAC_2;3D Cube_0;13.0;0.04287838935852051
+IAC_2;3D Cube_1;8.0;0.0428919792175293
+IAC_2;3D Cube_2;19.0;0.04287886619567871
+IAC_2;3D Cube_3;18.0;0.042853593826293945
+IAC_2;3D Cube_4;14.0;0.04487943649291992
+IAC_2;3D Cube_5;14.0;0.04927563667297363
+IAC_2;3D Cube_6;14.0;0.04288530349731445
+IAC_2;3D Cube_7;12.0;0.04288625717163086
+IAC_2;3D Cube_8;11.0;0.04188680648803711
+IAC_2;3D Cube_9;10.0;0.0429844856262207
+IAC_2;2D Sphere_0;17.0;0.04296278953552246
+IAC_2;2D Sphere_1;13.0;0.041889190673828125
+IAC_2;2D Sphere_2;16.0;0.04297471046447754
+IAC_2;2D Sphere_3;18.0;0.04304623603820801
+IAC_2;2D Sphere_4;12.0;0.04317331314086914
+IAC_2;2D Sphere_5;12.0;0.04188728332519531
+IAC_2;2D Sphere_6;13.0;0.04967617988586426
+IAC_2;2D Sphere_7;15.0;0.043318986892700195
+IAC_2;2D Sphere_8;12.0;0.04288005828857422
+IAC_2;2D Sphere_9;16.0;0.042885780334472656
+IAC_2;3D Sphere_0;17.0;0.042972564697265625
+IAC_2;3D Sphere_1;9.0;0.041887521743774414
+IAC_2;3D Sphere_2;12.0;0.04394412040710449
+IAC_2;3D Sphere_3;17.0;0.04728388786315918
+IAC_2;3D Sphere_4;14.0;0.043173789978027344
+IAC_2;3D Sphere_5;17.0;0.04188966751098633
+IAC_2;3D Sphere_6;10.0;0.0429995059967041
+IAC_2;3D Sphere_7;9.0;0.04202914237976074
+IAC_2;3D Sphere_8;9.0;0.04397416114807129
+IAC_2;3D Sphere_9;14.0;0.04288601875305176
+IAC_2;Urn culture_id 0.1_0;10.0;0.043205976486206055
+IAC_2;Urn culture_id 0.1_1;11.0;0.04288840293884277
+IAC_2;Urn culture_id 0.1_2;18.0;0.04288315773010254
+IAC_2;Urn culture_id 0.1_3;12.0;0.042887210845947266
+IAC_2;Urn culture_id 0.1_4;26.0;0.042884111404418945
+IAC_2;Urn culture_id 0.1_5;17.0;0.04398679733276367
+IAC_2;Urn culture_id 0.1_6;11.0;0.041884422302246094
+IAC_2;Urn culture_id 0.1_7;13.0;0.04314994812011719
+IAC_2;Urn culture_id 0.1_8;10.0;0.04288768768310547
+IAC_2;Urn culture_id 0.1_9;15.0;0.041886091232299805
+IAC_2;Norm-Mallows 0.5_0;20.0;0.04295825958251953
+IAC_2;Norm-Mallows 0.5_1;15.0;0.04385113716125488
+IAC_2;Norm-Mallows 0.5_2;10.0;0.04424619674682617
+IAC_2;Norm-Mallows 0.5_3;16.0;0.0456547737121582
+IAC_2;Norm-Mallows 0.5_4;15.0;0.04570770263671875
+IAC_2;Norm-Mallows 0.5_5;17.0;0.04466986656188965
+IAC_2;Norm-Mallows 0.5_6;19.0;0.043190717697143555
+IAC_2;Norm-Mallows 0.5_7;14.0;0.04516291618347168
+IAC_2;Norm-Mallows 0.5_8;12.0;0.043157339096069336
+IAC_2;Norm-Mallows 0.5_9;13.0;0.04305624961853027
+IAC_2;Urn culture_id (gamma)_0;10.0;0.042882442474365234
+IAC_2;Urn culture_id (gamma)_1;9.0;0.04201531410217285
+IAC_2;Urn culture_id (gamma)_2;10.0;0.042884111404418945
+IAC_2;Urn culture_id (gamma)_3;12.0;0.041953086853027344
+IAC_2;Urn culture_id (gamma)_4;11.0;0.042885780334472656
+IAC_2;Urn culture_id (gamma)_5;6.0;0.04296445846557617
+IAC_2;Urn culture_id (gamma)_6;10.0;0.04294133186340332
+IAC_2;Urn culture_id (gamma)_7;7.0;0.04315924644470215
+IAC_2;Urn culture_id (gamma)_8;10.0;0.04305386543273926
+IAC_2;Urn culture_id (gamma)_9;7.0;0.042885780334472656
+IAC_2;ID;32.0;0.044063568115234375
+IAC_2;UN_0;6.0;0.0418848991394043
+IAC_2;UN_1;7.0;0.04288625717163086
+IAC_2;UN_2;4.0;0.0418550968170166
+IAC_2;UN_3;7.0;0.0429990291595459
+IAC_2;AN;20.0;0.042883872985839844
+IAC_3;IAC_4;7.0;0.04288506507873535
+IAC_3;IAC_5;12.0;0.042014122009277344
+IAC_3;IAC_6;9.0;0.04301142692565918
+IAC_3;IAC_7;9.0;0.042931556701660156
+IAC_3;IAC_8;8.0;0.044074296951293945
+IAC_3;IAC_9;11.0;0.04189038276672363
+IAC_3;SP by Conitzer_0;14.0;0.04200887680053711
+IAC_3;SP by Conitzer_1;18.0;0.04285383224487305
+IAC_3;SP by Conitzer_2;12.0;0.04191994667053223
+IAC_3;SP by Conitzer_3;15.0;0.042264699935913086
+IAC_3;SP by Conitzer_4;12.0;0.04345059394836426
+IAC_3;SP by Conitzer_5;16.0;0.042885780334472656
+IAC_3;SP by Conitzer_6;11.0;0.04300498962402344
+IAC_3;SP by Conitzer_7;11.0;0.042885780334472656
+IAC_3;SP by Conitzer_8;16.0;0.04289436340332031
+IAC_3;SP by Conitzer_9;16.0;0.044057369232177734
+IAC_3;SP by Walsh_0;14.0;0.043005943298339844
+IAC_3;SP by Walsh_1;15.0;0.04200577735900879
+IAC_3;SP by Walsh_2;15.0;0.043000221252441406
+IAC_3;SP by Walsh_3;14.0;0.04191994667053223
+IAC_3;SP by Walsh_4;15.0;0.04188799858093262
+IAC_3;SP by Walsh_5;14.0;0.04188799858093262
+IAC_3;SP by Walsh_6;14.0;0.04188728332519531
+IAC_3;SP by Walsh_7;13.0;0.041887760162353516
+IAC_3;SP by Walsh_8;12.0;0.04288601875305176
+IAC_3;SP by Walsh_9;13.0;0.041887760162353516
+IAC_3;SPOC_0;10.0;0.04189038276672363
+IAC_3;SPOC_1;10.0;0.043132781982421875
+IAC_3;SPOC_2;11.0;0.041886329650878906
+IAC_3;SPOC_3;8.0;0.04188728332519531
+IAC_3;SPOC_4;10.0;0.04189133644104004
+IAC_3;SPOC_5;11.0;0.04188704490661621
+IAC_3;SPOC_6;10.0;0.041886329650878906
+IAC_3;SPOC_7;9.0;0.0418550968170166
+IAC_3;SPOC_8;12.0;0.04299354553222656
+IAC_3;SPOC_9;11.0;0.04216766357421875
+IAC_3;Group-Separable_0;12.0;0.04288291931152344
+IAC_3;Group-Separable_1;16.0;0.0419766902923584
+IAC_3;Group-Separable_2;14.0;0.04288506507873535
+IAC_3;Group-Separable_3;15.0;0.044234514236450195
+IAC_3;Group-Separable_4;18.0;0.0438847541809082
+IAC_3;Group-Separable_5;12.0;0.04388260841369629
+IAC_3;Group-Separable_6;10.0;0.043883562088012695
+IAC_3;Group-Separable_7;13.0;0.04288482666015625
+IAC_3;Group-Separable_8;18.0;0.04288220405578613
+IAC_3;Group-Separable_9;12.0;0.042853355407714844
+IAC_3;Single-Crossing_0;15.0;0.04288506507873535
+IAC_3;Single-Crossing_1;14.0;0.04308819770812988
+IAC_3;Single-Crossing_2;16.0;0.04209566116333008
+IAC_3;Single-Crossing_3;12.0;0.042885780334472656
+IAC_3;Single-Crossing_4;14.0;0.042969703674316406
+IAC_3;Single-Crossing_5;14.0;0.043038129806518555
+IAC_3;Single-Crossing_6;13.0;0.041886329650878906
+IAC_3;Single-Crossing_7;13.0;0.041887521743774414
+IAC_3;Single-Crossing_8;13.0;0.042885541915893555
+IAC_3;Single-Crossing_9;17.0;0.04188847541809082
+IAC_3;1D Interval_0;14.0;0.043077707290649414
+IAC_3;1D Interval_1;18.0;0.04301023483276367
+IAC_3;1D Interval_2;15.0;0.042890310287475586
+IAC_3;1D Interval_3;10.0;0.04188990592956543
+IAC_3;1D Interval_4;20.0;0.04288506507873535
+IAC_3;1D Interval_5;13.0;0.04188895225524902
+IAC_3;1D Interval_6;19.0;0.04213571548461914
+IAC_3;1D Interval_7;16.0;0.04886341094970703
+IAC_3;1D Interval_8;19.0;0.04967522621154785
+IAC_3;1D Interval_9;15.0;0.05451512336730957
+IAC_3;2D Disc_0;13.0;0.05383610725402832
+IAC_3;2D Disc_1;11.0;0.0501399040222168
+IAC_3;2D Disc_2;17.0;0.0487520694732666
+IAC_3;2D Disc_3;18.0;0.055489301681518555
+IAC_3;2D Disc_4;18.0;0.05169868469238281
+IAC_3;2D Disc_5;13.0;0.048424482345581055
+IAC_3;2D Disc_6;13.0;0.0524744987487793
+IAC_3;2D Disc_7;12.0;0.05028080940246582
+IAC_3;2D Disc_8;11.0;0.05011582374572754
+IAC_3;2D Disc_9;13.0;0.05044078826904297
+IAC_3;3D Cube_0;11.0;0.05036163330078125
+IAC_3;3D Cube_1;12.0;0.050811052322387695
+IAC_3;3D Cube_2;15.0;0.04944586753845215
+IAC_3;3D Cube_3;16.0;0.04951930046081543
+IAC_3;3D Cube_4;14.0;0.05037975311279297
+IAC_3;3D Cube_5;12.0;0.04938173294067383
+IAC_3;3D Cube_6;12.0;0.05046415328979492
+IAC_3;3D Cube_7;10.0;0.04511594772338867
+IAC_3;3D Cube_8;11.0;0.04398679733276367
+IAC_3;3D Cube_9;6.0;0.04188108444213867
+IAC_3;2D Sphere_0;11.0;0.04289603233337402
+IAC_3;2D Sphere_1;13.0;0.04192233085632324
+IAC_3;2D Sphere_2;14.0;0.0418546199798584
+IAC_3;2D Sphere_3;16.0;0.04291939735412598
+IAC_3;2D Sphere_4;12.0;0.04288434982299805
+IAC_3;2D Sphere_5;8.0;0.041895151138305664
+IAC_3;2D Sphere_6;13.0;0.041878700256347656
+IAC_3;2D Sphere_7;13.0;0.04188895225524902
+IAC_3;2D Sphere_8;10.0;0.048143863677978516
+IAC_3;2D Sphere_9;14.0;0.043399810791015625
+IAC_3;3D Sphere_0;17.0;0.042357444763183594
+IAC_3;3D Sphere_1;9.0;0.04188656806945801
+IAC_3;3D Sphere_2;8.0;0.04188847541809082
+IAC_3;3D Sphere_3;15.0;0.041887521743774414
+IAC_3;3D Sphere_4;10.0;0.04188847541809082
+IAC_3;3D Sphere_5;11.0;0.041890621185302734
+IAC_3;3D Sphere_6;10.0;0.0418853759765625
+IAC_3;3D Sphere_7;9.0;0.04296684265136719
+IAC_3;3D Sphere_8;11.0;0.04190182685852051
+IAC_3;3D Sphere_9;12.0;0.044144630432128906
+IAC_3;Urn culture_id 0.1_0;8.0;0.04614591598510742
+IAC_3;Urn culture_id 0.1_1;9.0;0.05550384521484375
+IAC_3;Urn culture_id 0.1_2;18.0;0.05517745018005371
+IAC_3;Urn culture_id 0.1_3;12.0;0.050118207931518555
+IAC_3;Urn culture_id 0.1_4;24.0;0.04344797134399414
+IAC_3;Urn culture_id 0.1_5;15.0;0.04197502136230469
+IAC_3;Urn culture_id 0.1_6;7.0;0.04396629333496094
+IAC_3;Urn culture_id 0.1_7;13.0;0.046144962310791016
+IAC_3;Urn culture_id 0.1_8;10.0;0.04188990592956543
+IAC_3;Urn culture_id 0.1_9;15.0;0.04204869270324707
+IAC_3;Norm-Mallows 0.5_0;16.0;0.04409146308898926
+IAC_3;Norm-Mallows 0.5_1;15.0;0.04298257827758789
+IAC_3;Norm-Mallows 0.5_2;10.0;0.04189586639404297
+IAC_3;Norm-Mallows 0.5_3;14.0;0.04288434982299805
+IAC_3;Norm-Mallows 0.5_4;11.0;0.04201793670654297
+IAC_3;Norm-Mallows 0.5_5;15.0;0.04291844367980957
+IAC_3;Norm-Mallows 0.5_6;15.0;0.042886972427368164
+IAC_3;Norm-Mallows 0.5_7;14.0;0.04393410682678223
+IAC_3;Norm-Mallows 0.5_8;12.0;0.04404401779174805
+IAC_3;Norm-Mallows 0.5_9;13.0;0.04200935363769531
+IAC_3;Urn culture_id (gamma)_0;6.0;0.044236183166503906
+IAC_3;Urn culture_id (gamma)_1;7.0;0.04444622993469238
+IAC_3;Urn culture_id (gamma)_2;8.0;0.042236328125
+IAC_3;Urn culture_id (gamma)_3;14.0;0.04315900802612305
+IAC_3;Urn culture_id (gamma)_4;9.0;0.042926788330078125
+IAC_3;Urn culture_id (gamma)_5;10.0;0.04289555549621582
+IAC_3;Urn culture_id (gamma)_6;8.0;0.043003082275390625
+IAC_3;Urn culture_id (gamma)_7;9.0;0.04189109802246094
+IAC_3;Urn culture_id (gamma)_8;10.0;0.04288673400878906
+IAC_3;Urn culture_id (gamma)_9;9.0;0.04188418388366699
+IAC_3;ID;28.0;0.04288816452026367
+IAC_3;UN_0;8.0;0.041930437088012695
+IAC_3;UN_1;9.0;0.04791903495788574
+IAC_3;UN_2;8.0;0.046877384185791016
+IAC_3;UN_3;9.0;0.04523611068725586
+IAC_3;AN;18.0;0.04329085350036621
+IAC_4;IAC_5;9.0;0.041889190673828125
+IAC_4;IAC_6;12.0;0.04088854789733887
+IAC_4;IAC_7;8.0;0.041857004165649414
+IAC_4;IAC_8;11.0;0.04203462600708008
+IAC_4;IAC_9;10.0;0.041889190673828125
+IAC_4;SP by Conitzer_0;11.0;0.04198050498962402
+IAC_4;SP by Conitzer_1;17.0;0.04209423065185547
+IAC_4;SP by Conitzer_2;13.0;0.04192662239074707
+IAC_4;SP by Conitzer_3;14.0;0.04207134246826172
+IAC_4;SP by Conitzer_4;13.0;0.04188728332519531
+IAC_4;SP by Conitzer_5;15.0;0.05320286750793457
+IAC_4;SP by Conitzer_6;14.0;0.04590964317321777
+IAC_4;SP by Conitzer_7;12.0;0.04285311698913574
+IAC_4;SP by Conitzer_8;13.0;0.0468747615814209
+IAC_4;SP by Conitzer_9;13.0;0.05086398124694824
+IAC_4;SP by Walsh_0;13.0;0.049866437911987305
+IAC_4;SP by Walsh_1;14.0;0.05021047592163086
+IAC_4;SP by Walsh_2;14.0;0.04944920539855957
+IAC_4;SP by Walsh_3;11.0;0.0485684871673584
+IAC_4;SP by Walsh_4;14.0;0.05621504783630371
+IAC_4;SP by Walsh_5;15.0;0.06199240684509277
+IAC_4;SP by Walsh_6;13.0;0.05200457572937012
+IAC_4;SP by Walsh_7;14.0;0.04554629325866699
+IAC_4;SP by Walsh_8;15.0;0.04361462593078613
+IAC_4;SP by Walsh_9;12.0;0.042266845703125
+IAC_4;SPOC_0;11.0;0.04204440116882324
+IAC_4;SPOC_1;9.0;0.046000003814697266
+IAC_4;SPOC_2;10.0;0.043305158615112305
+IAC_4;SPOC_3;9.0;0.04323530197143555
+IAC_4;SPOC_4;9.0;0.04288744926452637
+IAC_4;SPOC_5;10.0;0.04406476020812988
+IAC_4;SPOC_6;11.0;0.042038679122924805
+IAC_4;SPOC_7;8.0;0.044328927993774414
+IAC_4;SPOC_8;11.0;0.04696941375732422
+IAC_4;SPOC_9;10.0;0.04285240173339844
+IAC_4;Group-Separable_0;11.0;0.04488110542297363
+IAC_4;Group-Separable_1;15.0;0.0432279109954834
+IAC_4;Group-Separable_2;13.0;0.04387855529785156
+IAC_4;Group-Separable_3;14.0;0.045937299728393555
+IAC_4;Group-Separable_4;15.0;0.04313373565673828
+IAC_4;Group-Separable_5;13.0;0.04204702377319336
+IAC_4;Group-Separable_6;9.0;0.04188895225524902
+IAC_4;Group-Separable_7;14.0;0.041968345642089844
+IAC_4;Group-Separable_8;15.0;0.04289960861206055
+IAC_4;Group-Separable_9;9.0;0.041921138763427734
+IAC_4;Single-Crossing_0;14.0;0.041886329650878906
+IAC_4;Single-Crossing_1;13.0;0.04190492630004883
+IAC_4;Single-Crossing_2;15.0;0.0419619083404541
+IAC_4;Single-Crossing_3;9.0;0.044892072677612305
+IAC_4;Single-Crossing_4;15.0;0.04296755790710449
+IAC_4;Single-Crossing_5;13.0;0.04188847541809082
+IAC_4;Single-Crossing_6;14.0;0.04292702674865723
+IAC_4;Single-Crossing_7;12.0;0.04305243492126465
+IAC_4;Single-Crossing_8;12.0;0.04291939735412598
+IAC_4;Single-Crossing_9;14.0;0.04202580451965332
+IAC_4;1D Interval_0;17.0;0.04213976860046387
+IAC_4;1D Interval_1;15.0;0.04400014877319336
+IAC_4;1D Interval_2;16.0;0.04314899444580078
+IAC_4;1D Interval_3;13.0;0.0452272891998291
+IAC_4;1D Interval_4;19.0;0.043013572692871094
+IAC_4;1D Interval_5;14.0;0.041881561279296875
+IAC_4;1D Interval_6;20.0;0.041890621185302734
+IAC_4;1D Interval_7;15.0;0.04188799858093262
+IAC_4;1D Interval_8;18.0;0.040888309478759766
+IAC_4;1D Interval_9;14.0;0.04299783706665039
+IAC_4;2D Disc_0;12.0;0.04968547821044922
+IAC_4;2D Disc_1;12.0;0.049521684646606445
+IAC_4;2D Disc_2;16.0;0.048456430435180664
+IAC_4;2D Disc_3;15.0;0.04944109916687012
+IAC_4;2D Disc_4;19.0;0.04852128028869629
+IAC_4;2D Disc_5;12.0;0.04953575134277344
+IAC_4;2D Disc_6;12.0;0.048536062240600586
+IAC_4;2D Disc_7;11.0;0.050527334213256836
+IAC_4;2D Disc_8;10.0;0.048525333404541016
+IAC_4;2D Disc_9;12.0;0.04953813552856445
+IAC_4;3D Cube_0;12.0;0.049278974533081055
+IAC_4;3D Cube_1;13.0;0.04949474334716797
+IAC_4;3D Cube_2;16.0;0.049532175064086914
+IAC_4;3D Cube_3;17.0;0.049504756927490234
+IAC_4;3D Cube_4;15.0;0.04739069938659668
+IAC_4;3D Cube_5;15.0;0.04411602020263672
+IAC_4;3D Cube_6;13.0;0.04968523979187012
+IAC_4;3D Cube_7;9.0;0.04881620407104492
+IAC_4;3D Cube_8;10.0;0.04578280448913574
+IAC_4;3D Cube_9;9.0;0.04332280158996582
+IAC_4;2D Sphere_0;10.0;0.0414729118347168
+IAC_4;2D Sphere_1;12.0;0.041957855224609375
+IAC_4;2D Sphere_2;13.0;0.04189157485961914
+IAC_4;2D Sphere_3;15.0;0.04192686080932617
+IAC_4;2D Sphere_4;13.0;0.04204726219177246
+IAC_4;2D Sphere_5;9.0;0.04196596145629883
+IAC_4;2D Sphere_6;12.0;0.04289865493774414
+IAC_4;2D Sphere_7;14.0;0.04199051856994629
+IAC_4;2D Sphere_8;11.0;0.04193234443664551
+IAC_4;2D Sphere_9;13.0;0.04207491874694824
+IAC_4;3D Sphere_0;16.0;0.04194498062133789
+IAC_4;3D Sphere_1;12.0;0.04290652275085449
+IAC_4;3D Sphere_2;11.0;0.04192018508911133
+IAC_4;3D Sphere_3;12.0;0.04196953773498535
+IAC_4;3D Sphere_4;11.0;0.041907310485839844
+IAC_4;3D Sphere_5;12.0;0.04407024383544922
+IAC_4;3D Sphere_6;11.0;0.042020559310913086
+IAC_4;3D Sphere_7;12.0;0.041976213455200195
+IAC_4;3D Sphere_8;8.0;0.0410161018371582
+IAC_4;3D Sphere_9;13.0;0.04293513298034668
+IAC_4;Urn culture_id 0.1_0;11.0;0.04102468490600586
+IAC_4;Urn culture_id 0.1_1;12.0;0.04189038276672363
+IAC_4;Urn culture_id 0.1_2;17.0;0.0418856143951416
+IAC_4;Urn culture_id 0.1_3;11.0;0.042009830474853516
+IAC_4;Urn culture_id 0.1_4;23.0;0.04089212417602539
+IAC_4;Urn culture_id 0.1_5;14.0;0.041886329650878906
+IAC_4;Urn culture_id 0.1_6;8.0;0.04201197624206543
+IAC_4;Urn culture_id 0.1_7;12.0;0.04096508026123047
+IAC_4;Urn culture_id 0.1_8;11.0;0.04188871383666992
+IAC_4;Urn culture_id 0.1_9;14.0;0.0418853759765625
+IAC_4;Norm-Mallows 0.5_0;15.0;0.040892839431762695
+IAC_4;Norm-Mallows 0.5_1;16.0;0.04210972785949707
+IAC_4;Norm-Mallows 0.5_2;11.0;0.0418856143951416
+IAC_4;Norm-Mallows 0.5_3;13.0;0.04107999801635742
+IAC_4;Norm-Mallows 0.5_4;10.0;0.04188823699951172
+IAC_4;Norm-Mallows 0.5_5;16.0;0.041884660720825195
+IAC_4;Norm-Mallows 0.5_6;16.0;0.0408937931060791
+IAC_4;Norm-Mallows 0.5_7;15.0;0.04607129096984863
+IAC_4;Norm-Mallows 0.5_8;13.0;0.04204916954040527
+IAC_4;Norm-Mallows 0.5_9;12.0;0.04288911819458008
+IAC_4;Urn culture_id (gamma)_0;9.0;0.0418853759765625
+IAC_4;Urn culture_id (gamma)_1;10.0;0.04188704490661621
+IAC_4;Urn culture_id (gamma)_2;9.0;0.04588603973388672
+IAC_4;Urn culture_id (gamma)_3;11.0;0.041887760162353516
+IAC_4;Urn culture_id (gamma)_4;6.0;0.04103708267211914
+IAC_4;Urn culture_id (gamma)_5;11.0;0.04209446907043457
+IAC_4;Urn culture_id (gamma)_6;9.0;0.04097175598144531
+IAC_4;Urn culture_id (gamma)_7;10.0;0.041812896728515625
+IAC_4;Urn culture_id (gamma)_8;9.0;0.042780160903930664
+IAC_4;Urn culture_id (gamma)_9;10.0;0.041146039962768555
+IAC_4;ID;27.0;0.04198765754699707
+IAC_4;UN_0;11.0;0.042168378829956055
+IAC_4;UN_1;8.0;0.04198479652404785
+IAC_4;UN_2;11.0;0.0411534309387207
+IAC_4;UN_3;12.0;0.04212617874145508
+IAC_4;AN;17.0;0.04180574417114258
+IAC_5;IAC_6;11.0;0.04198145866394043
+IAC_5;IAC_7;11.0;0.04211735725402832
+IAC_5;IAC_8;12.0;0.041140079498291016
+IAC_5;IAC_9;7.0;0.04182791709899902
+IAC_5;SP by Conitzer_0;10.0;0.04150128364562988
+IAC_5;SP by Conitzer_1;16.0;0.041831016540527344
+IAC_5;SP by Conitzer_2;12.0;0.04212164878845215
+IAC_5;SP by Conitzer_3;13.0;0.04189348220825195
+IAC_5;SP by Conitzer_4;12.0;0.04119277000427246
+IAC_5;SP by Conitzer_5;12.0;0.04551386833190918
+IAC_5;SP by Conitzer_6;13.0;0.04137420654296875
+IAC_5;SP by Conitzer_7;11.0;0.04184532165527344
+IAC_5;SP by Conitzer_8;14.0;0.041327476501464844
+IAC_5;SP by Conitzer_9;14.0;0.0412135124206543
+IAC_5;SP by Walsh_0;16.0;0.04136323928833008
+IAC_5;SP by Walsh_1;11.0;0.04061245918273926
+IAC_5;SP by Walsh_2;13.0;0.04157757759094238
+IAC_5;SP by Walsh_3;8.0;0.041138410568237305
+IAC_5;SP by Walsh_4;15.0;0.04113912582397461
+IAC_5;SP by Walsh_5;12.0;0.04113173484802246
+IAC_5;SP by Walsh_6;10.0;0.04110217094421387
+IAC_5;SP by Walsh_7;11.0;0.041142940521240234
+IAC_5;SP by Walsh_8;12.0;0.04198408126831055
+IAC_5;SP by Walsh_9;11.0;0.0409848690032959
+IAC_5;SPOC_0;10.0;0.04080319404602051
+IAC_5;SPOC_1;12.0;0.0421757698059082
+IAC_5;SPOC_2;11.0;0.04115152359008789
+IAC_5;SPOC_3;10.0;0.041130781173706055
+IAC_5;SPOC_4;10.0;0.041135549545288086
+IAC_5;SPOC_5;13.0;0.041774749755859375
+IAC_5;SPOC_6;10.0;0.0406947135925293
+IAC_5;SPOC_7;11.0;0.04216480255126953
+IAC_5;SPOC_8;10.0;0.04094862937927246
+IAC_5;SPOC_9;11.0;0.0445253849029541
+IAC_5;Group-Separable_0;16.0;0.04168128967285156
+IAC_5;Group-Separable_1;12.0;0.040697336196899414
+IAC_5;Group-Separable_2;12.0;0.04186844825744629
+IAC_5;Group-Separable_3;15.0;0.04092812538146973
+IAC_5;Group-Separable_4;16.0;0.0421445369720459
+IAC_5;Group-Separable_5;16.0;0.04112386703491211
+IAC_5;Group-Separable_6;12.0;0.041159868240356445
+IAC_5;Group-Separable_7;11.0;0.041797637939453125
+IAC_5;Group-Separable_8;16.0;0.041146278381347656
+IAC_5;Group-Separable_9;14.0;0.04067349433898926
+IAC_5;Single-Crossing_0;13.0;0.04136538505554199
+IAC_5;Single-Crossing_1;18.0;0.04067111015319824
+IAC_5;Single-Crossing_2;14.0;0.04198598861694336
+IAC_5;Single-Crossing_3;12.0;0.04114341735839844
+IAC_5;Single-Crossing_4;12.0;0.04229235649108887
+IAC_5;Single-Crossing_5;16.0;0.04153943061828613
+IAC_5;Single-Crossing_6;15.0;0.04119157791137695
+IAC_5;Single-Crossing_7;13.0;0.042171478271484375
+IAC_5;Single-Crossing_8;13.0;0.04101824760437012
+IAC_5;Single-Crossing_9;13.0;0.041817665100097656
+IAC_5;1D Interval_0;12.0;0.04101872444152832
+IAC_5;1D Interval_1;16.0;0.041808128356933594
+IAC_5;1D Interval_2;13.0;0.043695926666259766
+IAC_5;1D Interval_3;14.0;0.040534257888793945
+IAC_5;1D Interval_4;20.0;0.04187178611755371
+IAC_5;1D Interval_5;11.0;0.04069161415100098
+IAC_5;1D Interval_6;19.0;0.04085183143615723
+IAC_5;1D Interval_7;16.0;0.04182887077331543
+IAC_5;1D Interval_8;17.0;0.0425105094909668
+IAC_5;1D Interval_9;15.0;0.041979312896728516
+IAC_5;2D Disc_0;9.0;0.042055606842041016
+IAC_5;2D Disc_1;7.0;0.04202151298522949
+IAC_5;2D Disc_2;13.0;0.04147934913635254
+IAC_5;2D Disc_3;14.0;0.04270458221435547
+IAC_5;2D Disc_4;14.0;0.04189777374267578
+IAC_5;2D Disc_5;9.0;0.042322397232055664
+IAC_5;2D Disc_6;11.0;0.042130470275878906
+IAC_5;2D Disc_7;6.0;0.041536808013916016
+IAC_5;2D Disc_8;9.0;0.042177438735961914
+IAC_5;2D Disc_9;11.0;0.041784048080444336
+IAC_5;3D Cube_0;13.0;0.04214072227478027
+IAC_5;3D Cube_1;10.0;0.041123390197753906
+IAC_5;3D Cube_2;13.0;0.04198646545410156
+IAC_5;3D Cube_3;14.0;0.04326796531677246
+IAC_5;3D Cube_4;10.0;0.046390533447265625
+IAC_5;3D Cube_5;14.0;0.04471182823181152
+IAC_5;3D Cube_6;14.0;0.04170370101928711
+IAC_5;3D Cube_7;10.0;0.04222583770751953
+IAC_5;3D Cube_8;13.0;0.05321073532104492
+IAC_5;3D Cube_9;12.0;0.05692481994628906
+IAC_5;2D Sphere_0;13.0;0.06212878227233887
+IAC_5;2D Sphere_1;9.0;0.043226003646850586
+IAC_5;2D Sphere_2;12.0;0.04105973243713379
+IAC_5;2D Sphere_3;14.0;0.043116092681884766
+IAC_5;2D Sphere_4;12.0;0.04608607292175293
+IAC_5;2D Sphere_5;14.0;0.10782647132873535
+IAC_5;2D Sphere_6;11.0;0.09574294090270996
+IAC_5;2D Sphere_7;13.0;0.04388260841369629
+IAC_5;2D Sphere_8;10.0;0.05285978317260742
+IAC_5;2D Sphere_9;10.0;0.04587697982788086
+IAC_5;3D Sphere_0;15.0;0.04388117790222168
+IAC_5;3D Sphere_1;13.0;0.04288530349731445
+IAC_5;3D Sphere_2;14.0;0.052858829498291016
+IAC_5;3D Sphere_3;9.0;0.04737043380737305
+IAC_5;3D Sphere_4;12.0;0.04351615905761719
+IAC_5;3D Sphere_5;13.0;0.04353690147399902
+IAC_5;3D Sphere_6;10.0;0.04409480094909668
+IAC_5;3D Sphere_7;11.0;0.04196906089782715
+IAC_5;3D Sphere_8;11.0;0.042504072189331055
+IAC_5;3D Sphere_9;14.0;0.041501522064208984
+IAC_5;Urn culture_id 0.1_0;12.0;0.04202008247375488
+IAC_5;Urn culture_id 0.1_1;13.0;0.04211091995239258
+IAC_5;Urn culture_id 0.1_2;18.0;0.041887521743774414
+IAC_5;Urn culture_id 0.1_3;12.0;0.04310321807861328
+IAC_5;Urn culture_id 0.1_4;20.0;0.042057037353515625
+IAC_5;Urn culture_id 0.1_5;13.0;0.04189109802246094
+IAC_5;Urn culture_id 0.1_6;11.0;0.04089021682739258
+IAC_5;Urn culture_id 0.1_7;11.0;0.0418851375579834
+IAC_5;Urn culture_id 0.1_8;12.0;0.04189038276672363
+IAC_5;Urn culture_id 0.1_9;15.0;0.0408937931060791
+IAC_5;Norm-Mallows 0.5_0;16.0;0.042044878005981445
+IAC_5;Norm-Mallows 0.5_1;11.0;0.0644528865814209
+IAC_5;Norm-Mallows 0.5_2;14.0;0.04770660400390625
+IAC_5;Norm-Mallows 0.5_3;16.0;0.04327797889709473
+IAC_5;Norm-Mallows 0.5_4;11.0;0.04088854789733887
+IAC_5;Norm-Mallows 0.5_5;13.0;0.04497408866882324
+IAC_5;Norm-Mallows 0.5_6;15.0;0.043885231018066406
+IAC_5;Norm-Mallows 0.5_7;14.0;0.04185366630554199
+IAC_5;Norm-Mallows 0.5_8;12.0;0.04191946983337402
+IAC_5;Norm-Mallows 0.5_9;13.0;0.044849395751953125
+IAC_5;Urn culture_id (gamma)_0;12.0;0.041921377182006836
+IAC_5;Urn culture_id (gamma)_1;13.0;0.0418856143951416
+IAC_5;Urn culture_id (gamma)_2;12.0;0.041046142578125
+IAC_5;Urn culture_id (gamma)_3;14.0;0.04186129570007324
+IAC_5;Urn culture_id (gamma)_4;11.0;0.04092097282409668
+IAC_5;Urn culture_id (gamma)_5;14.0;0.04088854789733887
+IAC_5;Urn culture_id (gamma)_6;12.0;0.04407310485839844
+IAC_5;Urn culture_id (gamma)_7;11.0;0.04699587821960449
+IAC_5;Urn culture_id (gamma)_8;10.0;0.0408930778503418
+IAC_5;Urn culture_id (gamma)_9;13.0;0.04188799858093262
+IAC_5;ID;26.0;0.042043447494506836
+IAC_5;UN_0;14.0;0.04205060005187988
+IAC_5;UN_1;11.0;0.041925907135009766
+IAC_5;UN_2;14.0;0.04204058647155762
+IAC_5;UN_3;13.0;0.0464015007019043
+IAC_5;AN;16.0;0.043665170669555664
+IAC_6;IAC_7;8.0;0.04346895217895508
+IAC_6;IAC_8;9.0;0.04532885551452637
+IAC_6;IAC_9;12.0;0.044359683990478516
+IAC_6;SP by Conitzer_0;15.0;0.04436540603637695
+IAC_6;SP by Conitzer_1;13.0;0.044382572174072266
+IAC_6;SP by Conitzer_2;13.0;0.04204249382019043
+IAC_6;SP by Conitzer_3;14.0;0.04303264617919922
+IAC_6;SP by Conitzer_4;13.0;0.0429072380065918
+IAC_6;SP by Conitzer_5;17.0;0.045202016830444336
+IAC_6;SP by Conitzer_6;12.0;0.04288744926452637
+IAC_6;SP by Conitzer_7;12.0;0.04193925857543945
+IAC_6;SP by Conitzer_8;17.0;0.04291892051696777
+IAC_6;SP by Conitzer_9;15.0;0.041930198669433594
+IAC_6;SP by Walsh_0;15.0;0.04197359085083008
+IAC_6;SP by Walsh_1;14.0;0.04189133644104004
+IAC_6;SP by Walsh_2;12.0;0.041884422302246094
+IAC_6;SP by Walsh_3;13.0;0.04188942909240723
+IAC_6;SP by Walsh_4;14.0;0.041886329650878906
+IAC_6;SP by Walsh_5;13.0;0.04300975799560547
+IAC_6;SP by Walsh_6;13.0;0.04288458824157715
+IAC_6;SP by Walsh_7;14.0;0.04185771942138672
+IAC_6;SP by Walsh_8;11.0;0.04288530349731445
+IAC_6;SP by Walsh_9;14.0;0.042958736419677734
+IAC_6;SPOC_0;11.0;0.04307436943054199
+IAC_6;SPOC_1;9.0;0.0418853759765625
+IAC_6;SPOC_2;10.0;0.042885541915893555
+IAC_6;SPOC_3;11.0;0.04293346405029297
+IAC_6;SPOC_4;11.0;0.053134918212890625
+IAC_6;SPOC_5;10.0;0.04233193397521973
+IAC_6;SPOC_6;13.0;0.042885541915893555
+IAC_6;SPOC_7;8.0;0.04204964637756348
+IAC_6;SPOC_8;11.0;0.04288458824157715
+IAC_6;SPOC_9;10.0;0.04188895225524902
+IAC_6;Group-Separable_0;13.0;0.0420079231262207
+IAC_6;Group-Separable_1;17.0;0.04288363456726074
+IAC_6;Group-Separable_2;15.0;0.04185628890991211
+IAC_6;Group-Separable_3;16.0;0.04208016395568848
+IAC_6;Group-Separable_4;17.0;0.04658961296081543
+IAC_6;Group-Separable_5;13.0;0.0423891544342041
+IAC_6;Group-Separable_6;11.0;0.042885780334472656
+IAC_6;Group-Separable_7;12.0;0.04188847541809082
+IAC_6;Group-Separable_8;17.0;0.04288530349731445
+IAC_6;Group-Separable_9;13.0;0.04188799858093262
+IAC_6;Single-Crossing_0;14.0;0.042926788330078125
+IAC_6;Single-Crossing_1;13.0;0.041857004165649414
+IAC_6;Single-Crossing_2;15.0;0.04291939735412598
+IAC_6;Single-Crossing_3;13.0;0.047853708267211914
+IAC_6;Single-Crossing_4;13.0;0.04728221893310547
+IAC_6;Single-Crossing_5;15.0;0.04304027557373047
+IAC_6;Single-Crossing_6;12.0;0.04297947883605957
+IAC_6;Single-Crossing_7;12.0;0.04417252540588379
+IAC_6;Single-Crossing_8;14.0;0.0418848991394043
+IAC_6;Single-Crossing_9;14.0;0.041886329650878906
+IAC_6;1D Interval_0;13.0;0.042886972427368164
+IAC_6;1D Interval_1;17.0;0.0418853759765625
+IAC_6;1D Interval_2;16.0;0.04188847541809082
+IAC_6;1D Interval_3;13.0;0.04297757148742676
+IAC_6;1D Interval_4;17.0;0.041971683502197266
+IAC_6;1D Interval_5;14.0;0.04189109802246094
+IAC_6;1D Interval_6;18.0;0.04188656806945801
+IAC_6;1D Interval_7;15.0;0.0418856143951416
+IAC_6;1D Interval_8;16.0;0.04197812080383301
+IAC_6;1D Interval_9;14.0;0.04188799858093262
+IAC_6;2D Disc_0;12.0;0.048517465591430664
+IAC_6;2D Disc_1;14.0;0.04445672035217285
+IAC_6;2D Disc_2;16.0;0.04201531410217285
+IAC_6;2D Disc_3;11.0;0.0418858528137207
+IAC_6;2D Disc_4;13.0;0.04288792610168457
+IAC_6;2D Disc_5;14.0;0.04201960563659668
+IAC_6;2D Disc_6;14.0;0.041887521743774414
+IAC_6;2D Disc_7;15.0;0.04188895225524902
+IAC_6;2D Disc_8;12.0;0.042885541915893555
+IAC_6;2D Disc_9;14.0;0.04408860206604004
+IAC_6;3D Cube_0;12.0;0.046842336654663086
+IAC_6;3D Cube_1;13.0;0.04890084266662598
+IAC_6;3D Cube_2;18.0;0.04288840293884277
+IAC_6;3D Cube_3;15.0;0.04288506507873535
+IAC_6;3D Cube_4;15.0;0.0418851375579834
+IAC_6;3D Cube_5;13.0;0.04288530349731445
+IAC_6;3D Cube_6;13.0;0.04283428192138672
+IAC_6;3D Cube_7;11.0;0.043543100357055664
+IAC_6;3D Cube_8;12.0;0.04220128059387207
+IAC_6;3D Cube_9;13.0;0.042885541915893555
+IAC_6;2D Sphere_0;14.0;0.04319119453430176
+IAC_6;2D Sphere_1;12.0;0.04305744171142578
+IAC_6;2D Sphere_2;17.0;0.043882131576538086
+IAC_6;2D Sphere_3;17.0;0.05113506317138672
+IAC_6;2D Sphere_4;13.0;0.0468592643737793
+IAC_6;2D Sphere_5;11.0;0.04332709312438965
+IAC_6;2D Sphere_6;12.0;0.04311060905456543
+IAC_6;2D Sphere_7;14.0;0.042684316635131836
+IAC_6;2D Sphere_8;11.0;0.04198122024536133
+IAC_6;2D Sphere_9;13.0;0.0439600944519043
+IAC_6;3D Sphere_0;14.0;0.04205608367919922
+IAC_6;3D Sphere_1;10.0;0.04213595390319824
+IAC_6;3D Sphere_2;9.0;0.043215036392211914
+IAC_6;3D Sphere_3;14.0;0.04401707649230957
+IAC_6;3D Sphere_4;13.0;0.042145490646362305
+IAC_6;3D Sphere_5;12.0;0.04188966751098633
+IAC_6;3D Sphere_6;11.0;0.04314565658569336
+IAC_6;3D Sphere_7;8.0;0.04188942909240723
+IAC_6;3D Sphere_8;14.0;0.04288482666015625
+IAC_6;3D Sphere_9;13.0;0.04196357727050781
+IAC_6;Urn culture_id 0.1_0;5.0;0.04199719429016113
+IAC_6;Urn culture_id 0.1_1;10.0;0.042882442474365234
+IAC_6;Urn culture_id 0.1_2;17.0;0.04204702377319336
+IAC_6;Urn culture_id 0.1_3;11.0;0.04288482666015625
+IAC_6;Urn culture_id 0.1_4;21.0;0.04188823699951172
+IAC_6;Urn culture_id 0.1_5;12.0;0.04188871383666992
+IAC_6;Urn culture_id 0.1_6;6.0;0.04396796226501465
+IAC_6;Urn culture_id 0.1_7;10.0;0.04310798645019531
+IAC_6;Urn culture_id 0.1_8;11.0;0.04200243949890137
+IAC_6;Urn culture_id 0.1_9;12.0;0.04291844367980957
+IAC_6;Norm-Mallows 0.5_0;15.0;0.04205679893493652
+IAC_6;Norm-Mallows 0.5_1;10.0;0.04204702377319336
+IAC_6;Norm-Mallows 0.5_2;9.0;0.04288601875305176
+IAC_6;Norm-Mallows 0.5_3;11.0;0.04215073585510254
+IAC_6;Norm-Mallows 0.5_4;12.0;0.04188728332519531
+IAC_6;Norm-Mallows 0.5_5;12.0;0.046364784240722656
+IAC_6;Norm-Mallows 0.5_6;14.0;0.051065683364868164
+IAC_6;Norm-Mallows 0.5_7;13.0;0.044278860092163086
+IAC_6;Norm-Mallows 0.5_8;13.0;0.042047739028930664
+IAC_6;Norm-Mallows 0.5_9;12.0;0.04307866096496582
+IAC_6;Urn culture_id (gamma)_0;11.0;0.041887760162353516
+IAC_6;Urn culture_id (gamma)_1;10.0;0.04185652732849121
+IAC_6;Urn culture_id (gamma)_2;9.0;0.051862478256225586
+IAC_6;Urn culture_id (gamma)_3;13.0;0.04951810836791992
+IAC_6;Urn culture_id (gamma)_4;12.0;0.05045676231384277
+IAC_6;Urn culture_id (gamma)_5;9.0;0.050504446029663086
+IAC_6;Urn culture_id (gamma)_6;11.0;0.050368547439575195
+IAC_6;Urn culture_id (gamma)_7;10.0;0.05110740661621094
+IAC_6;Urn culture_id (gamma)_8;11.0;0.04945683479309082
+IAC_6;Urn culture_id (gamma)_9;10.0;0.04852151870727539
+IAC_6;ID;25.0;0.04953408241271973
+IAC_6;UN_0;11.0;0.05038571357727051
+IAC_6;UN_1;12.0;0.04954338073730469
+IAC_6;UN_2;11.0;0.04949545860290527
+IAC_6;UN_3;12.0;0.05053591728210449
+IAC_6;AN;19.0;0.048505544662475586
+IAC_7;IAC_8;11.0;0.05145430564880371
+IAC_7;IAC_9;10.0;0.0553741455078125
+IAC_7;SP by Conitzer_0;11.0;0.04409456253051758
+IAC_7;SP by Conitzer_1;17.0;0.042995452880859375
+IAC_7;SP by Conitzer_2;15.0;0.04288840293884277
+IAC_7;SP by Conitzer_3;14.0;0.042881011962890625
+IAC_7;SP by Conitzer_4;13.0;0.04388141632080078
+IAC_7;SP by Conitzer_5;17.0;0.04288601875305176
+IAC_7;SP by Conitzer_6;14.0;0.041887521743774414
+IAC_7;SP by Conitzer_7;14.0;0.04297661781311035
+IAC_7;SP by Conitzer_8;17.0;0.04288792610168457
+IAC_7;SP by Conitzer_9;15.0;0.044031381607055664
+IAC_7;SP by Walsh_0;13.0;0.04396986961364746
+IAC_7;SP by Walsh_1;12.0;0.04423022270202637
+IAC_7;SP by Walsh_2;12.0;0.04410147666931152
+IAC_7;SP by Walsh_3;13.0;0.04287886619567871
+IAC_7;SP by Walsh_4;14.0;0.04288792610168457
+IAC_7;SP by Walsh_5;13.0;0.043041229248046875
+IAC_7;SP by Walsh_6;13.0;0.04288935661315918
+IAC_7;SP by Walsh_7;14.0;0.04305100440979004
+IAC_7;SP by Walsh_8;15.0;0.04218482971191406
+IAC_7;SP by Walsh_9;10.0;0.042885780334472656
+IAC_7;SPOC_0;13.0;0.0430450439453125
+IAC_7;SPOC_1;11.0;0.04288482666015625
+IAC_7;SPOC_2;12.0;0.044057607650756836
+IAC_7;SPOC_3;11.0;0.04288530349731445
+IAC_7;SPOC_4;11.0;0.04613161087036133
+IAC_7;SPOC_5;12.0;0.04418206214904785
+IAC_7;SPOC_6;13.0;0.0568242073059082
+IAC_7;SPOC_7;12.0;0.04432511329650879
+IAC_7;SPOC_8;13.0;0.04313087463378906
+IAC_7;SPOC_9;10.0;0.0438838005065918
+IAC_7;Group-Separable_0;15.0;0.0439143180847168
+IAC_7;Group-Separable_1;15.0;0.044455766677856445
+IAC_7;Group-Separable_2;15.0;0.04389452934265137
+IAC_7;Group-Separable_3;18.0;0.04417586326599121
+IAC_7;Group-Separable_4;15.0;0.04293942451477051
+IAC_7;Group-Separable_5;15.0;0.04303765296936035
+IAC_7;Group-Separable_6;11.0;0.043050289154052734
+IAC_7;Group-Separable_7;16.0;0.042887210845947266
+IAC_7;Group-Separable_8;15.0;0.042885780334472656
+IAC_7;Group-Separable_9;9.0;0.04387974739074707
+IAC_7;Single-Crossing_0;10.0;0.04305076599121094
+IAC_7;Single-Crossing_1;15.0;0.04289054870605469
+IAC_7;Single-Crossing_2;15.0;0.04204058647155762
+IAC_7;Single-Crossing_3;13.0;0.045949697494506836
+IAC_7;Single-Crossing_4;15.0;0.04387998580932617
+IAC_7;Single-Crossing_5;11.0;0.04488110542297363
+IAC_7;Single-Crossing_6;14.0;0.04288530349731445
+IAC_7;Single-Crossing_7;10.0;0.04384899139404297
+IAC_7;Single-Crossing_8;10.0;0.04491543769836426
+IAC_7;Single-Crossing_9;14.0;0.042886972427368164
+IAC_7;1D Interval_0;13.0;0.043878793716430664
+IAC_7;1D Interval_1;13.0;0.0430147647857666
+IAC_7;1D Interval_2;18.0;0.04407238960266113
+IAC_7;1D Interval_3;13.0;0.04288530349731445
+IAC_7;1D Interval_4;15.0;0.0431673526763916
+IAC_7;1D Interval_5;14.0;0.043050289154052734
+IAC_7;1D Interval_6;18.0;0.042855024337768555
+IAC_7;1D Interval_7;13.0;0.04291582107543945
+IAC_7;1D Interval_8;14.0;0.04304862022399902
+IAC_7;1D Interval_9;14.0;0.042885780334472656
+IAC_7;2D Disc_0;10.0;0.042215824127197266
+IAC_7;2D Disc_1;12.0;0.04387855529785156
+IAC_7;2D Disc_2;16.0;0.04288601875305176
+IAC_7;2D Disc_3;15.0;0.04384922981262207
+IAC_7;2D Disc_4;17.0;0.04319286346435547
+IAC_7;2D Disc_5;12.0;0.04388236999511719
+IAC_7;2D Disc_6;14.0;0.043929338455200195
+IAC_7;2D Disc_7;13.0;0.05136847496032715
+IAC_7;2D Disc_8;12.0;0.04516911506652832
+IAC_7;2D Disc_9;12.0;0.04387664794921875
+IAC_7;3D Cube_0;12.0;0.04285383224487305
+IAC_7;3D Cube_1;13.0;0.043913841247558594
+IAC_7;3D Cube_2;12.0;0.04400897026062012
+IAC_7;3D Cube_3;15.0;0.0429844856262207
+IAC_7;3D Cube_4;17.0;0.04288816452026367
+IAC_7;3D Cube_5;15.0;0.05243396759033203
+IAC_7;3D Cube_6;9.0;0.045134544372558594
+IAC_7;3D Cube_7;11.0;0.04521012306213379
+IAC_7;3D Cube_8;12.0;0.04429936408996582
+IAC_7;3D Cube_9;13.0;0.043212175369262695
+IAC_7;2D Sphere_0;10.0;0.04236006736755371
+IAC_7;2D Sphere_1;8.0;0.04302835464477539
+IAC_7;2D Sphere_2;15.0;0.0431516170501709
+IAC_7;2D Sphere_3;11.0;0.04288482666015625
+IAC_7;2D Sphere_4;13.0;0.04304814338684082
+IAC_7;2D Sphere_5;9.0;0.04293489456176758
+IAC_7;2D Sphere_6;12.0;0.04400372505187988
+IAC_7;2D Sphere_7;16.0;0.04414868354797363
+IAC_7;2D Sphere_8;9.0;0.04314994812011719
+IAC_7;2D Sphere_9;15.0;0.043205976486206055
+IAC_7;3D Sphere_0;16.0;0.04613208770751953
+IAC_7;3D Sphere_1;12.0;0.04300975799560547
+IAC_7;3D Sphere_2;9.0;0.047687530517578125
+IAC_7;3D Sphere_3;10.0;0.05892348289489746
+IAC_7;3D Sphere_4;15.0;0.0507810115814209
+IAC_7;3D Sphere_5;10.0;0.048636674880981445
+IAC_7;3D Sphere_6;13.0;0.04573655128479004
+IAC_7;3D Sphere_7;12.0;0.04289078712463379
+IAC_7;3D Sphere_8;12.0;0.04410243034362793
+IAC_7;3D Sphere_9;11.0;0.04388165473937988
+IAC_7;Urn culture_id 0.1_0;11.0;0.04495644569396973
+IAC_7;Urn culture_id 0.1_1;12.0;0.042952537536621094
+IAC_7;Urn culture_id 0.1_2;17.0;0.04291534423828125
+IAC_7;Urn culture_id 0.1_3;11.0;0.0440058708190918
+IAC_7;Urn culture_id 0.1_4;17.0;0.04288363456726074
+IAC_7;Urn culture_id 0.1_5;14.0;0.04288506507873535
+IAC_7;Urn culture_id 0.1_6;8.0;0.04220223426818848
+IAC_7;Urn culture_id 0.1_7;10.0;0.04399466514587402
+IAC_7;Urn culture_id 0.1_8;13.0;0.042876243591308594
+IAC_7;Urn culture_id 0.1_9;14.0;0.042885541915893555
+IAC_7;Norm-Mallows 0.5_0;11.0;0.04304194450378418
+IAC_7;Norm-Mallows 0.5_1;12.0;0.049098968505859375
+IAC_7;Norm-Mallows 0.5_2;11.0;0.06174588203430176
+IAC_7;Norm-Mallows 0.5_3;15.0;0.0528719425201416
+IAC_7;Norm-Mallows 0.5_4;10.0;0.05141496658325195
+IAC_7;Norm-Mallows 0.5_5;12.0;0.0515751838684082
+IAC_7;Norm-Mallows 0.5_6;12.0;0.051427364349365234
+IAC_7;Norm-Mallows 0.5_7;15.0;0.05048680305480957
+IAC_7;Norm-Mallows 0.5_8;13.0;0.04607844352722168
+IAC_7;Norm-Mallows 0.5_9;14.0;0.04388260841369629
+IAC_7;Urn culture_id (gamma)_0;9.0;0.042885541915893555
+IAC_7;Urn culture_id (gamma)_1;10.0;0.04419255256652832
+IAC_7;Urn culture_id (gamma)_2;9.0;0.045258283615112305
+IAC_7;Urn culture_id (gamma)_3;13.0;0.05142498016357422
+IAC_7;Urn culture_id (gamma)_4;10.0;0.05218768119812012
+IAC_7;Urn culture_id (gamma)_5;13.0;0.05186128616333008
+IAC_7;Urn culture_id (gamma)_6;9.0;0.052001953125
+IAC_7;Urn culture_id (gamma)_7;14.0;0.050449371337890625
+IAC_7;Urn culture_id (gamma)_8;9.0;0.05046439170837402
+IAC_7;Urn culture_id (gamma)_9;12.0;0.051340341567993164
+IAC_7;ID;21.0;0.05046534538269043
+IAC_7;UN_0;13.0;0.04296875
+IAC_7;UN_1;14.0;0.043880462646484375
+IAC_7;UN_2;15.0;0.045041561126708984
+IAC_7;UN_3;14.0;0.043880462646484375
+IAC_7;AN;19.0;0.04302382469177246
+IAC_8;IAC_9;9.0;0.043096303939819336
+IAC_8;SP by Conitzer_0;14.0;0.04302263259887695
+IAC_8;SP by Conitzer_1;14.0;0.042990684509277344
+IAC_8;SP by Conitzer_2;16.0;0.04288482666015625
+IAC_8;SP by Conitzer_3;11.0;0.042981863021850586
+IAC_8;SP by Conitzer_4;14.0;0.04291820526123047
+IAC_8;SP by Conitzer_5;16.0;0.042885780334472656
+IAC_8;SP by Conitzer_6;15.0;0.042935848236083984
+IAC_8;SP by Conitzer_7;15.0;0.042888641357421875
+IAC_8;SP by Conitzer_8;16.0;0.042849063873291016
+IAC_8;SP by Conitzer_9;14.0;0.04295945167541504
+IAC_8;SP by Walsh_0;10.0;0.04288625717163086
+IAC_8;SP by Walsh_1;11.0;0.0430150032043457
+IAC_8;SP by Walsh_2;11.0;0.04289078712463379
+IAC_8;SP by Walsh_3;12.0;0.04293680191040039
+IAC_8;SP by Walsh_4;9.0;0.0505068302154541
+IAC_8;SP by Walsh_5;14.0;0.05040144920349121
+IAC_8;SP by Walsh_6;12.0;0.049442291259765625
+IAC_8;SP by Walsh_7;11.0;0.05110001564025879
+IAC_8;SP by Walsh_8;10.0;0.052858591079711914
+IAC_8;SP by Walsh_9;9.0;0.05086374282836914
+IAC_8;SPOC_0;8.0;0.05186176300048828
+IAC_8;SPOC_1;8.0;0.05285835266113281
+IAC_8;SPOC_2;11.0;0.05194878578186035
+IAC_8;SPOC_3;12.0;0.04953312873840332
+IAC_8;SPOC_4;10.0;0.05049610137939453
+IAC_8;SPOC_5;7.0;0.0514528751373291
+IAC_8;SPOC_6;12.0;0.052248477935791016
+IAC_8;SPOC_7;11.0;0.045732975006103516
+IAC_8;SPOC_8;14.0;0.04369330406188965
+IAC_8;SPOC_9;11.0;0.04684305191040039
+IAC_8;Group-Separable_0;14.0;0.06183648109436035
+IAC_8;Group-Separable_1;12.0;0.05684471130371094
+IAC_8;Group-Separable_2;14.0;0.06084132194519043
+IAC_8;Group-Separable_3;15.0;0.051081180572509766
+IAC_8;Group-Separable_4;16.0;0.046624183654785156
+IAC_8;Group-Separable_5;14.0;0.04433584213256836
+IAC_8;Group-Separable_6;10.0;0.046739816665649414
+IAC_8;Group-Separable_7;13.0;0.06237077713012695
+IAC_8;Group-Separable_8;16.0;0.04237818717956543
+IAC_8;Group-Separable_9;12.0;0.06020855903625488
+IAC_8;Single-Crossing_0;11.0;0.1934680938720703
+IAC_8;Single-Crossing_1;10.0;0.11170220375061035
+IAC_8;Single-Crossing_2;10.0;0.13510394096374512
+IAC_8;Single-Crossing_3;12.0;0.15083622932434082
+IAC_8;Single-Crossing_4;10.0;0.10372352600097656
+IAC_8;Single-Crossing_5;14.0;0.1077108383178711
+IAC_8;Single-Crossing_6;11.0;0.09075474739074707
+IAC_8;Single-Crossing_7;9.0;0.05485653877258301
+IAC_8;Single-Crossing_8;11.0;0.0528559684753418
+IAC_8;Single-Crossing_9;13.0;0.049868106842041016
+IAC_8;1D Interval_0;12.0;0.04690361022949219
+IAC_8;1D Interval_1;14.0;0.04388594627380371
+IAC_8;1D Interval_2;15.0;0.04384875297546387
+IAC_8;1D Interval_3;10.0;0.04288530349731445
+IAC_8;1D Interval_4;18.0;0.07878899574279785
+IAC_8;1D Interval_5;15.0;0.11060857772827148
+IAC_8;1D Interval_6;17.0;0.04587721824645996
+IAC_8;1D Interval_7;14.0;0.046875
+IAC_8;1D Interval_8;13.0;0.04587697982788086
+IAC_8;1D Interval_9;13.0;0.042885541915893555
+IAC_8;2D Disc_0;13.0;0.044879913330078125
+IAC_8;2D Disc_1;15.0;0.04388260841369629
+IAC_8;2D Disc_2;11.0;0.045877695083618164
+IAC_8;2D Disc_3;14.0;0.04587817192077637
+IAC_8;2D Disc_4;14.0;0.04487919807434082
+IAC_8;2D Disc_5;15.0;0.04986691474914551
+IAC_8;2D Disc_6;11.0;0.046875
+IAC_8;2D Disc_7;14.0;0.04388236999511719
+IAC_8;2D Disc_8;11.0;0.04291987419128418
+IAC_8;2D Disc_9;11.0;0.043880462646484375
+IAC_8;3D Cube_0;13.0;0.04985952377319336
+IAC_8;3D Cube_1;12.0;0.04312276840209961
+IAC_8;3D Cube_2;15.0;0.04334211349487305
+IAC_8;3D Cube_3;12.0;0.043295860290527344
+IAC_8;3D Cube_4;14.0;0.044591426849365234
+IAC_8;3D Cube_5;12.0;0.04759383201599121
+IAC_8;3D Cube_6;10.0;0.044565677642822266
+IAC_8;3D Cube_7;10.0;0.04654359817504883
+IAC_8;3D Cube_8;11.0;0.045442819595336914
+IAC_8;3D Cube_9;10.0;0.049561500549316406
+IAC_8;2D Sphere_0;13.0;0.05348515510559082
+IAC_8;2D Sphere_1;11.0;0.04641604423522949
+IAC_8;2D Sphere_2;12.0;0.09217667579650879
+IAC_8;2D Sphere_3;12.0;0.055023908615112305
+IAC_8;2D Sphere_4;12.0;0.04610753059387207
+IAC_8;2D Sphere_5;10.0;0.04311704635620117
+IAC_8;2D Sphere_6;11.0;0.04540419578552246
+IAC_8;2D Sphere_7;13.0;0.04416179656982422
+IAC_8;2D Sphere_8;12.0;0.04344630241394043
+IAC_8;2D Sphere_9;10.0;0.0439763069152832
+IAC_8;3D Sphere_0;13.0;0.042046308517456055
+IAC_8;3D Sphere_1;9.0;0.04490828514099121
+IAC_8;3D Sphere_2;10.0;0.04224705696105957
+IAC_8;3D Sphere_3;13.0;0.04288601875305176
+IAC_8;3D Sphere_4;8.0;0.04288625717163086
+IAC_8;3D Sphere_5;11.0;0.041886329650878906
+IAC_8;3D Sphere_6;12.0;0.04297780990600586
+IAC_8;3D Sphere_7;11.0;0.04428815841674805
+IAC_8;3D Sphere_8;11.0;0.04235053062438965
+IAC_8;3D Sphere_9;14.0;0.0428922176361084
+IAC_8;Urn culture_id 0.1_0;10.0;0.04587197303771973
+IAC_8;Urn culture_id 0.1_1;11.0;0.04188966751098633
+IAC_8;Urn culture_id 0.1_2;12.0;0.04293179512023926
+IAC_8;Urn culture_id 0.1_3;10.0;0.04288005828857422
+IAC_8;Urn culture_id 0.1_4;18.0;0.04189014434814453
+IAC_8;Urn culture_id 0.1_5;13.0;0.04288291931152344
+IAC_8;Urn culture_id 0.1_6;9.0;0.04288530349731445
+IAC_8;Urn culture_id 0.1_7;11.0;0.04189348220825195
+IAC_8;Urn culture_id 0.1_8;12.0;0.05812644958496094
+IAC_8;Urn culture_id 0.1_9;11.0;0.04787278175354004
+IAC_8;Norm-Mallows 0.5_0;12.0;0.05186104774475098
+IAC_8;Norm-Mallows 0.5_1;13.0;0.048902273178100586
+IAC_8;Norm-Mallows 0.5_2;8.0;0.04288506507873535
+IAC_8;Norm-Mallows 0.5_3;12.0;0.04388260841369629
+IAC_8;Norm-Mallows 0.5_4;9.0;0.05285811424255371
+IAC_8;Norm-Mallows 0.5_5;11.0;0.05824637413024902
+IAC_8;Norm-Mallows 0.5_6;11.0;0.042990684509277344
+IAC_8;Norm-Mallows 0.5_7;8.0;0.04288172721862793
+IAC_8;Norm-Mallows 0.5_8;12.0;0.04288506507873535
+IAC_8;Norm-Mallows 0.5_9;7.0;0.04512476921081543
+IAC_8;Urn culture_id (gamma)_0;10.0;0.044138431549072266
+IAC_8;Urn culture_id (gamma)_1;9.0;0.04384589195251465
+IAC_8;Urn culture_id (gamma)_2;12.0;0.043737173080444336
+IAC_8;Urn culture_id (gamma)_3;12.0;0.042923927307128906
+IAC_8;Urn culture_id (gamma)_4;11.0;0.043898582458496094
+IAC_8;Urn culture_id (gamma)_5;12.0;0.043745994567871094
+IAC_8;Urn culture_id (gamma)_6;10.0;0.042014122009277344
+IAC_8;Urn culture_id (gamma)_7;11.0;0.042783498764038086
+IAC_8;Urn culture_id (gamma)_8;10.0;0.0428006649017334
+IAC_8;Urn culture_id (gamma)_9;11.0;0.04389238357543945
+IAC_8;ID;24.0;0.04320359230041504
+IAC_8;UN_0;12.0;0.04830169677734375
+IAC_8;UN_1;11.0;0.04506540298461914
+IAC_8;UN_2;12.0;0.043138980865478516
+IAC_8;UN_3;11.0;0.04302167892456055
+IAC_8;AN;18.0;0.043070316314697266
+IAC_9;SP by Conitzer_0;13.0;0.043921709060668945
+IAC_9;SP by Conitzer_1;15.0;0.04296231269836426
+IAC_9;SP by Conitzer_2;15.0;0.04288434982299805
+IAC_9;SP by Conitzer_3;14.0;0.042888641357421875
+IAC_9;SP by Conitzer_4;15.0;0.043879032135009766
+IAC_9;SP by Conitzer_5;13.0;0.04293632507324219
+IAC_9;SP by Conitzer_6;14.0;0.04388165473937988
+IAC_9;SP by Conitzer_7;14.0;0.04388165473937988
+IAC_9;SP by Conitzer_8;13.0;0.043018341064453125
+IAC_9;SP by Conitzer_9;11.0;0.04292607307434082
+IAC_9;SP by Walsh_0;13.0;0.04387474060058594
+IAC_9;SP by Walsh_1;12.0;0.04419684410095215
+IAC_9;SP by Walsh_2;12.0;0.04421877861022949
+IAC_9;SP by Walsh_3;11.0;0.04424691200256348
+IAC_9;SP by Walsh_4;14.0;0.04316115379333496
+IAC_9;SP by Walsh_5;13.0;0.04399299621582031
+IAC_9;SP by Walsh_6;11.0;0.043881893157958984
+IAC_9;SP by Walsh_7;10.0;0.043882131576538086
+IAC_9;SP by Walsh_8;13.0;0.050228118896484375
+IAC_9;SP by Walsh_9;10.0;0.04501152038574219
+IAC_9;SPOC_0;5.0;0.05153322219848633
+IAC_9;SPOC_1;11.0;0.0505831241607666
+IAC_9;SPOC_2;8.0;0.04930830001831055
+IAC_9;SPOC_3;13.0;0.0428776741027832
+IAC_9;SPOC_4;9.0;0.04389047622680664
+IAC_9;SPOC_5;12.0;0.042885541915893555
+IAC_9;SPOC_6;11.0;0.042887210845947266
+IAC_9;SPOC_7;12.0;0.04384756088256836
+IAC_9;SPOC_8;15.0;0.04292130470275879
+IAC_9;SPOC_9;10.0;0.0439298152923584
+IAC_9;Group-Separable_0;17.0;0.04303908348083496
+IAC_9;Group-Separable_1;11.0;0.044068336486816406
+IAC_9;Group-Separable_2;15.0;0.04288291931152344
+IAC_9;Group-Separable_3;14.0;0.043883562088012695
+IAC_9;Group-Separable_4;11.0;0.042879581451416016
+IAC_9;Group-Separable_5;13.0;0.04388761520385742
+IAC_9;Group-Separable_6;11.0;0.04389047622680664
+IAC_9;Group-Separable_7;12.0;0.042879343032836914
+IAC_9;Group-Separable_8;11.0;0.04384756088256836
+IAC_9;Group-Separable_9;13.0;0.043031930923461914
+IAC_9;Single-Crossing_0;12.0;0.04405021667480469
+IAC_9;Single-Crossing_1;15.0;0.045056819915771484
+IAC_9;Single-Crossing_2;11.0;0.043044328689575195
+IAC_9;Single-Crossing_3;13.0;0.043013572692871094
+IAC_9;Single-Crossing_4;13.0;0.044036865234375
+IAC_9;Single-Crossing_5;15.0;0.04291677474975586
+IAC_9;Single-Crossing_6;14.0;0.04388618469238281
+IAC_9;Single-Crossing_7;12.0;0.043096303939819336
+IAC_9;Single-Crossing_8;12.0;0.04401421546936035
+IAC_9;Single-Crossing_9;14.0;0.0429232120513916
+IAC_9;1D Interval_0;13.0;0.04391932487487793
+IAC_9;1D Interval_1;11.0;0.04288506507873535
+IAC_9;1D Interval_2;12.0;0.04388594627380371
+IAC_9;1D Interval_3;11.0;0.04288315773010254
+IAC_9;1D Interval_4;13.0;0.04288530349731445
+IAC_9;1D Interval_5;14.0;0.043883562088012695
+IAC_9;1D Interval_6;14.0;0.04294228553771973
+IAC_9;1D Interval_7;11.0;0.042882680892944336
+IAC_9;1D Interval_8;12.0;0.04388260841369629
+IAC_9;1D Interval_9;10.0;0.04291892051696777
+IAC_9;2D Disc_0;6.0;0.04288458824157715
+IAC_9;2D Disc_1;14.0;0.0438840389251709
+IAC_9;2D Disc_2;14.0;0.04288482666015625
+IAC_9;2D Disc_3;13.0;0.04288458824157715
+IAC_9;2D Disc_4;13.0;0.04405570030212402
+IAC_9;2D Disc_5;14.0;0.04388093948364258
+IAC_9;2D Disc_6;12.0;0.042885541915893555
+IAC_9;2D Disc_7;13.0;0.04288506507873535
+IAC_9;2D Disc_8;10.0;0.04288744926452637
+IAC_9;2D Disc_9;10.0;0.04387998580932617
+IAC_9;3D Cube_0;12.0;0.042968034744262695
+IAC_9;3D Cube_1;13.0;0.042885541915893555
+IAC_9;3D Cube_2;10.0;0.04288744926452637
+IAC_9;3D Cube_3;13.0;0.04388093948364258
+IAC_9;3D Cube_4;11.0;0.04289126396179199
+IAC_9;3D Cube_5;11.0;0.04287862777709961
+IAC_9;3D Cube_6;11.0;0.04388594627380371
+IAC_9;3D Cube_7;7.0;0.04288196563720703
+IAC_9;3D Cube_8;12.0;0.04288601875305176
+IAC_9;3D Cube_9;11.0;0.04388260841369629
+IAC_9;2D Sphere_0;14.0;0.042888641357421875
+IAC_9;2D Sphere_1;14.0;0.0439298152923584
+IAC_9;2D Sphere_2;11.0;0.042934417724609375
+IAC_9;2D Sphere_3;11.0;0.04823923110961914
+IAC_9;2D Sphere_4;13.0;0.04733157157897949
+IAC_9;2D Sphere_5;13.0;0.05134773254394531
+IAC_9;2D Sphere_6;12.0;0.04983377456665039
+IAC_9;2D Sphere_7;14.0;0.054884910583496094
+IAC_9;2D Sphere_8;11.0;0.06284260749816895
+IAC_9;2D Sphere_9;13.0;0.052849531173706055
+IAC_9;3D Sphere_0;14.0;0.05022859573364258
+IAC_9;3D Sphere_1;12.0;0.04432535171508789
+IAC_9;3D Sphere_2;13.0;0.048529624938964844
+IAC_9;3D Sphere_3;12.0;0.043186187744140625
+IAC_9;3D Sphere_4;9.0;0.07284379005432129
+IAC_9;3D Sphere_5;14.0;0.05086398124694824
+IAC_9;3D Sphere_6;9.0;0.04488015174865723
+IAC_9;3D Sphere_7;8.0;0.04491162300109863
+IAC_9;3D Sphere_8;12.0;0.04488062858581543
+IAC_9;3D Sphere_9;15.0;0.04388308525085449
+IAC_9;Urn culture_id 0.1_0;11.0;0.04507017135620117
+IAC_9;Urn culture_id 0.1_1;10.0;0.05186271667480469
+IAC_9;Urn culture_id 0.1_2;15.0;0.043880462646484375
+IAC_9;Urn culture_id 0.1_3;9.0;0.04487967491149902
+IAC_9;Urn culture_id 0.1_4;15.0;0.04288506507873535
+IAC_9;Urn culture_id 0.1_5;10.0;0.04394173622131348
+IAC_9;Urn culture_id 0.1_6;12.0;0.04329276084899902
+IAC_9;Urn culture_id 0.1_7;12.0;0.04374408721923828
+IAC_9;Urn culture_id 0.1_8;15.0;0.04388165473937988
+IAC_9;Urn culture_id 0.1_9;10.0;0.04288506507873535
+IAC_9;Norm-Mallows 0.5_0;11.0;0.04288792610168457
+IAC_9;Norm-Mallows 0.5_1;12.0;0.04388117790222168
+IAC_9;Norm-Mallows 0.5_2;13.0;0.04288482666015625
+IAC_9;Norm-Mallows 0.5_3;13.0;0.04298758506774902
+IAC_9;Norm-Mallows 0.5_4;10.0;0.04288506507873535
+IAC_9;Norm-Mallows 0.5_5;10.0;0.043882131576538086
+IAC_9;Norm-Mallows 0.5_6;10.0;0.04288625717163086
+IAC_9;Norm-Mallows 0.5_7;11.0;0.04288601875305176
+IAC_9;Norm-Mallows 0.5_8;13.0;0.04388093948364258
+IAC_9;Norm-Mallows 0.5_9;12.0;0.04288530349731445
+IAC_9;Urn culture_id (gamma)_0;13.0;0.04288530349731445
+IAC_9;Urn culture_id (gamma)_1;14.0;0.04385113716125488
+IAC_9;Urn culture_id (gamma)_2;11.0;0.04405999183654785
+IAC_9;Urn culture_id (gamma)_3;11.0;0.043160438537597656
+IAC_9;Urn culture_id (gamma)_4;12.0;0.04418587684631348
+IAC_9;Urn culture_id (gamma)_5;13.0;0.04500293731689453
+IAC_9;Urn culture_id (gamma)_6;13.0;0.044214725494384766
+IAC_9;Urn culture_id (gamma)_7;14.0;0.04411458969116211
+IAC_9;Urn culture_id (gamma)_8;11.0;0.05243039131164551
+IAC_9;Urn culture_id (gamma)_9;14.0;0.04862523078918457
+IAC_9;ID;21.0;0.04842042922973633
+IAC_9;UN_0;15.0;0.04404950141906738
+IAC_9;UN_1;14.0;0.04373526573181152
+IAC_9;UN_2;15.0;0.04355740547180176
+IAC_9;UN_3;14.0;0.0438845157623291
+IAC_9;AN;17.0;0.048629045486450195
+SP by Conitzer_0;SP by Conitzer_1;10.0;0.04264187812805176
+SP by Conitzer_0;SP by Conitzer_2;8.0;0.042478322982788086
+SP by Conitzer_0;SP by Conitzer_3;9.0;0.041509151458740234
+SP by Conitzer_0;SP by Conitzer_4;8.0;0.04204273223876953
+SP by Conitzer_0;SP by Conitzer_5;12.0;0.04424166679382324
+SP by Conitzer_0;SP by Conitzer_6;7.0;0.04421353340148926
+SP by Conitzer_0;SP by Conitzer_7;7.0;0.04336142539978027
+SP by Conitzer_0;SP by Conitzer_8;14.0;0.04378819465637207
+SP by Conitzer_0;SP by Conitzer_9;12.0;0.04281425476074219
+SP by Conitzer_0;SP by Walsh_0;12.0;0.04297995567321777
+SP by Conitzer_0;SP by Walsh_1;9.0;0.049327850341796875
+SP by Conitzer_0;SP by Walsh_2;7.0;0.04932570457458496
+SP by Conitzer_0;SP by Walsh_3;6.0;0.04259681701660156
+SP by Conitzer_0;SP by Walsh_4;11.0;0.043356895446777344
+SP by Conitzer_0;SP by Walsh_5;4.0;0.04752016067504883
+SP by Conitzer_0;SP by Walsh_6;6.0;0.049413442611694336
+SP by Conitzer_0;SP by Walsh_7;7.0;0.04497885704040527
+SP by Conitzer_0;SP by Walsh_8;8.0;0.04306912422180176
+SP by Conitzer_0;SP by Walsh_9;5.0;0.04188847541809082
+SP by Conitzer_0;SPOC_0;12.0;0.042850494384765625
+SP by Conitzer_0;SPOC_1;14.0;0.04307222366333008
+SP by Conitzer_0;SPOC_2;15.0;0.0463716983795166
+SP by Conitzer_0;SPOC_3;12.0;0.045516252517700195
+SP by Conitzer_0;SPOC_4;10.0;0.04432177543640137
+SP by Conitzer_0;SPOC_5;15.0;0.04457402229309082
+SP by Conitzer_0;SPOC_6;10.0;0.04319334030151367
+SP by Conitzer_0;SPOC_7;9.0;0.043379783630371094
+SP by Conitzer_0;SPOC_8;16.0;0.04635167121887207
+SP by Conitzer_0;SPOC_9;15.0;0.042160987854003906
+SP by Conitzer_0;Group-Separable_0;12.0;0.042977094650268555
+SP by Conitzer_0;Group-Separable_1;14.0;0.0431666374206543
+SP by Conitzer_0;Group-Separable_2;12.0;0.04315495491027832
+SP by Conitzer_0;Group-Separable_3;15.0;0.04384803771972656
+SP by Conitzer_0;Group-Separable_4;12.0;0.04204750061035156
+SP by Conitzer_0;Group-Separable_5;16.0;0.04291987419128418
+SP by Conitzer_0;Group-Separable_6;16.0;0.04309415817260742
+SP by Conitzer_0;Group-Separable_7;15.0;0.042938232421875
+SP by Conitzer_0;Group-Separable_8;12.0;0.043004751205444336
+SP by Conitzer_0;Group-Separable_9;14.0;0.042940378189086914
+SP by Conitzer_0;Single-Crossing_0;15.0;0.046213626861572266
+SP by Conitzer_0;Single-Crossing_1;16.0;0.04325246810913086
+SP by Conitzer_0;Single-Crossing_2;14.0;0.046578168869018555
+SP by Conitzer_0;Single-Crossing_3;12.0;0.05015826225280762
+SP by Conitzer_0;Single-Crossing_4;14.0;0.044621944427490234
+SP by Conitzer_0;Single-Crossing_5;10.0;0.04188847541809082
+SP by Conitzer_0;Single-Crossing_6;9.0;0.042917728424072266
+SP by Conitzer_0;Single-Crossing_7;11.0;0.043082475662231445
+SP by Conitzer_0;Single-Crossing_8;13.0;0.04305744171142578
+SP by Conitzer_0;Single-Crossing_9;5.0;0.04198956489562988
+SP by Conitzer_0;1D Interval_0;12.0;0.04289078712463379
+SP by Conitzer_0;1D Interval_1;12.0;0.0429995059967041
+SP by Conitzer_0;1D Interval_2;11.0;0.0420382022857666
+SP by Conitzer_0;1D Interval_3;8.0;0.04192924499511719
+SP by Conitzer_0;1D Interval_4;18.0;0.041887760162353516
+SP by Conitzer_0;1D Interval_5;11.0;0.04288434982299805
+SP by Conitzer_0;1D Interval_6;17.0;0.041889190673828125
+SP by Conitzer_0;1D Interval_7;12.0;0.04293465614318848
+SP by Conitzer_0;1D Interval_8;15.0;0.042014122009277344
+SP by Conitzer_0;1D Interval_9;13.0;0.04288959503173828
+SP by Conitzer_0;2D Disc_0;9.0;0.042919158935546875
+SP by Conitzer_0;2D Disc_1;11.0;0.0470736026763916
+SP by Conitzer_0;2D Disc_2;15.0;0.049872636795043945
+SP by Conitzer_0;2D Disc_3;12.0;0.04487323760986328
+SP by Conitzer_0;2D Disc_4;16.0;0.043883323669433594
+SP by Conitzer_0;2D Disc_5;7.0;0.04787135124206543
+SP by Conitzer_0;2D Disc_6;13.0;0.055883169174194336
+SP by Conitzer_0;2D Disc_7;6.0;0.0446317195892334
+SP by Conitzer_0;2D Disc_8;13.0;0.04299354553222656
+SP by Conitzer_0;2D Disc_9;15.0;0.04497551918029785
+SP by Conitzer_0;3D Cube_0;11.0;0.042882680892944336
+SP by Conitzer_0;3D Cube_1;12.0;0.04188990592956543
+SP by Conitzer_0;3D Cube_2;9.0;0.04425454139709473
+SP by Conitzer_0;3D Cube_3;18.0;0.0472564697265625
+SP by Conitzer_0;3D Cube_4;12.0;0.049448490142822266
+SP by Conitzer_0;3D Cube_5;14.0;0.051273345947265625
+SP by Conitzer_0;3D Cube_6;8.0;0.049440860748291016
+SP by Conitzer_0;3D Cube_7;12.0;0.050478219985961914
+SP by Conitzer_0;3D Cube_8;11.0;0.04500627517700195
+SP by Conitzer_0;3D Cube_9;12.0;0.041936397552490234
+SP by Conitzer_0;2D Sphere_0;9.0;0.043245792388916016
+SP by Conitzer_0;2D Sphere_1;13.0;0.04205441474914551
+SP by Conitzer_0;2D Sphere_2;12.0;0.04206442832946777
+SP by Conitzer_0;2D Sphere_3;10.0;0.04308509826660156
+SP by Conitzer_0;2D Sphere_4;12.0;0.04401731491088867
+SP by Conitzer_0;2D Sphere_5;8.0;0.042960166931152344
+SP by Conitzer_0;2D Sphere_6;7.0;0.04272961616516113
+SP by Conitzer_0;2D Sphere_7;13.0;0.046427249908447266
+SP by Conitzer_0;2D Sphere_8;12.0;0.04255318641662598
+SP by Conitzer_0;2D Sphere_9;8.0;0.04311871528625488
+SP by Conitzer_0;3D Sphere_0;11.0;0.041886329650878906
+SP by Conitzer_0;3D Sphere_1;15.0;0.043025970458984375
+SP by Conitzer_0;3D Sphere_2;14.0;0.04220867156982422
+SP by Conitzer_0;3D Sphere_3;11.0;0.04301786422729492
+SP by Conitzer_0;3D Sphere_4;12.0;0.04288482666015625
+SP by Conitzer_0;3D Sphere_5;7.0;0.04288911819458008
+SP by Conitzer_0;3D Sphere_6;14.0;0.0418851375579834
+SP by Conitzer_0;3D Sphere_7;15.0;0.04288458824157715
+SP by Conitzer_0;3D Sphere_8;13.0;0.043029069900512695
+SP by Conitzer_0;3D Sphere_9;10.0;0.0430598258972168
+SP by Conitzer_0;Urn culture_id 0.1_0;16.0;0.04291939735412598
+SP by Conitzer_0;Urn culture_id 0.1_1;13.0;0.042850494384765625
+SP by Conitzer_0;Urn culture_id 0.1_2;16.0;0.042281389236450195
+SP by Conitzer_0;Urn culture_id 0.1_3;14.0;0.042856693267822266
+SP by Conitzer_0;Urn culture_id 0.1_4;16.0;0.04236149787902832
+SP by Conitzer_0;Urn culture_id 0.1_5;15.0;0.042758941650390625
+SP by Conitzer_0;Urn culture_id 0.1_6;15.0;0.04303717613220215
+SP by Conitzer_0;Urn culture_id 0.1_7;11.0;0.04287838935852051
+SP by Conitzer_0;Urn culture_id 0.1_8;16.0;0.044242143630981445
+SP by Conitzer_0;Urn culture_id 0.1_9;15.0;0.0420079231262207
+SP by Conitzer_0;Norm-Mallows 0.5_0;12.0;0.041980743408203125
+SP by Conitzer_0;Norm-Mallows 0.5_1;13.0;0.042934417724609375
+SP by Conitzer_0;Norm-Mallows 0.5_2;14.0;0.04192185401916504
+SP by Conitzer_0;Norm-Mallows 0.5_3;16.0;0.04196429252624512
+SP by Conitzer_0;Norm-Mallows 0.5_4;7.0;0.04288506507873535
+SP by Conitzer_0;Norm-Mallows 0.5_5;11.0;0.04188847541809082
+SP by Conitzer_0;Norm-Mallows 0.5_6;13.0;0.042998552322387695
+SP by Conitzer_0;Norm-Mallows 0.5_7;16.0;0.042883872985839844
+SP by Conitzer_0;Norm-Mallows 0.5_8;12.0;0.042885541915893555
+SP by Conitzer_0;Norm-Mallows 0.5_9;13.0;0.04188799858093262
+SP by Conitzer_0;Urn culture_id (gamma)_0;10.0;0.042885780334472656
+SP by Conitzer_0;Urn culture_id (gamma)_1;15.0;0.04189109802246094
+SP by Conitzer_0;Urn culture_id (gamma)_2;14.0;0.042881011962890625
+SP by Conitzer_0;Urn culture_id (gamma)_3;12.0;0.04288649559020996
+SP by Conitzer_0;Urn culture_id (gamma)_4;11.0;0.04202413558959961
+SP by Conitzer_0;Urn culture_id (gamma)_5;18.0;0.043881893157958984
+SP by Conitzer_0;Urn culture_id (gamma)_6;12.0;0.04188728332519531
+SP by Conitzer_0;Urn culture_id (gamma)_7;17.0;0.042886972427368164
+SP by Conitzer_0;Urn culture_id (gamma)_8;12.0;0.04288506507873535
+SP by Conitzer_0;Urn culture_id (gamma)_9;15.0;0.04188728332519531
+SP by Conitzer_0;ID;20.0;0.042983293533325195
+SP by Conitzer_0;UN_0;18.0;0.04404139518737793
+SP by Conitzer_0;UN_1;17.0;0.042884111404418945
+SP by Conitzer_0;UN_2;18.0;0.04624223709106445
+SP by Conitzer_0;UN_3;17.0;0.0504152774810791
+SP by Conitzer_0;AN;16.0;0.05128288269042969
+SP by Conitzer_1;SP by Conitzer_2;14.0;0.052338361740112305
+SP by Conitzer_1;SP by Conitzer_3;9.0;0.05149078369140625
+SP by Conitzer_1;SP by Conitzer_4;18.0;0.05327343940734863
+SP by Conitzer_1;SP by Conitzer_5;20.0;0.05250382423400879
+SP by Conitzer_1;SP by Conitzer_6;15.0;0.05153059959411621
+SP by Conitzer_1;SP by Conitzer_7;15.0;0.05352354049682617
+SP by Conitzer_1;SP by Conitzer_8;20.0;0.0512697696685791
+SP by Conitzer_1;SP by Conitzer_9;16.0;0.048253774642944336
+SP by Conitzer_1;SP by Walsh_0;8.0;0.044881343841552734
+SP by Conitzer_1;SP by Walsh_1;7.0;0.04388070106506348
+SP by Conitzer_1;SP by Walsh_2;7.0;0.04388427734375
+SP by Conitzer_1;SP by Walsh_3;10.0;0.04487752914428711
+SP by Conitzer_1;SP by Walsh_4;5.0;0.046888113021850586
+SP by Conitzer_1;SP by Walsh_5;8.0;0.04435157775878906
+SP by Conitzer_1;SP by Walsh_6;8.0;0.044039249420166016
+SP by Conitzer_1;SP by Walsh_7;9.0;0.046198129653930664
+SP by Conitzer_1;SP by Walsh_8;8.0;0.05242729187011719
+SP by Conitzer_1;SP by Walsh_9;11.0;0.05140829086303711
+SP by Conitzer_1;SPOC_0;12.0;0.05184340476989746
+SP by Conitzer_1;SPOC_1;16.0;0.05149245262145996
+SP by Conitzer_1;SPOC_2;13.0;0.05215907096862793
+SP by Conitzer_1;SPOC_3;16.0;0.05157876014709473
+SP by Conitzer_1;SPOC_4;18.0;0.05141806602478027
+SP by Conitzer_1;SPOC_5;17.0;0.052269935607910156
+SP by Conitzer_1;SPOC_6;14.0;0.051527976989746094
+SP by Conitzer_1;SPOC_7;13.0;0.05140352249145508
+SP by Conitzer_1;SPOC_8;20.0;0.05253124237060547
+SP by Conitzer_1;SPOC_9;19.0;0.052194833755493164
+SP by Conitzer_1;Group-Separable_0;18.0;0.05225419998168945
+SP by Conitzer_1;Group-Separable_1;14.0;0.05237102508544922
+SP by Conitzer_1;Group-Separable_2;20.0;0.0513458251953125
+SP by Conitzer_1;Group-Separable_3;19.0;0.05156445503234863
+SP by Conitzer_1;Group-Separable_4;18.0;0.051413536071777344
+SP by Conitzer_1;Group-Separable_5;20.0;0.05224871635437012
+SP by Conitzer_1;Group-Separable_6;18.0;0.05401754379272461
+SP by Conitzer_1;Group-Separable_7;17.0;0.04890108108520508
+SP by Conitzer_1;Group-Separable_8;18.0;0.044879913330078125
+SP by Conitzer_1;Group-Separable_9;18.0;0.043884992599487305
+SP by Conitzer_1;Single-Crossing_0;13.0;0.04487800598144531
+SP by Conitzer_1;Single-Crossing_1;12.0;0.04385018348693848
+SP by Conitzer_1;Single-Crossing_2;12.0;0.0439150333404541
+SP by Conitzer_1;Single-Crossing_3;18.0;0.04484915733337402
+SP by Conitzer_1;Single-Crossing_4;10.0;0.04507946968078613
+SP by Conitzer_1;Single-Crossing_5;12.0;0.045044898986816406
+SP by Conitzer_1;Single-Crossing_6;7.0;0.045008182525634766
+SP by Conitzer_1;Single-Crossing_7;13.0;0.04487967491149902
+SP by Conitzer_1;Single-Crossing_8;17.0;0.04415535926818848
+SP by Conitzer_1;Single-Crossing_9;5.0;0.04488015174865723
+SP by Conitzer_1;1D Interval_0;14.0;0.043883562088012695
+SP by Conitzer_1;1D Interval_1;16.0;0.04491400718688965
+SP by Conitzer_1;1D Interval_2;15.0;0.043879032135009766
+SP by Conitzer_1;1D Interval_3;12.0;0.043885231018066406
+SP by Conitzer_1;1D Interval_4;12.0;0.04487776756286621
+SP by Conitzer_1;1D Interval_5;15.0;0.04388260841369629
+SP by Conitzer_1;1D Interval_6;13.0;0.04487943649291992
+SP by Conitzer_1;1D Interval_7;14.0;0.04400277137756348
+SP by Conitzer_1;1D Interval_8;11.0;0.04388427734375
+SP by Conitzer_1;1D Interval_9;13.0;0.04491162300109863
+SP by Conitzer_1;2D Disc_0;15.0;0.04507899284362793
+SP by Conitzer_1;2D Disc_1;17.0;0.05110979080200195
+SP by Conitzer_1;2D Disc_2;11.0;0.04823422431945801
+SP by Conitzer_1;2D Disc_3;8.0;0.04388308525085449
+SP by Conitzer_1;2D Disc_4;8.0;0.04584360122680664
+SP by Conitzer_1;2D Disc_5;11.0;0.05242609977722168
+SP by Conitzer_1;2D Disc_6;13.0;0.06226325035095215
+SP by Conitzer_1;2D Disc_7;12.0;0.054817914962768555
+SP by Conitzer_1;2D Disc_8;17.0;0.04488015174865723
+SP by Conitzer_1;2D Disc_9;13.0;0.044934988021850586
+SP by Conitzer_1;3D Cube_0;17.0;0.05047011375427246
+SP by Conitzer_1;3D Cube_1;18.0;0.048139095306396484
+SP by Conitzer_1;3D Cube_2;13.0;0.044362545013427734
+SP by Conitzer_1;3D Cube_3;10.0;0.04422783851623535
+SP by Conitzer_1;3D Cube_4;12.0;0.04530763626098633
+SP by Conitzer_1;3D Cube_5;14.0;0.044373273849487305
+SP by Conitzer_1;3D Cube_6;12.0;0.04488062858581543
+SP by Conitzer_1;3D Cube_7;16.0;0.04487919807434082
+SP by Conitzer_1;3D Cube_8;15.0;0.045877695083618164
+SP by Conitzer_1;3D Cube_9;18.0;0.04488015174865723
+SP by Conitzer_1;2D Sphere_0;17.0;0.06290912628173828
+SP by Conitzer_1;2D Sphere_1;13.0;0.04680967330932617
+SP by Conitzer_1;2D Sphere_2;16.0;0.049156904220581055
+SP by Conitzer_1;2D Sphere_3;10.0;0.06596612930297852
+SP by Conitzer_1;2D Sphere_4;14.0;0.05342745780944824
+SP by Conitzer_1;2D Sphere_5;14.0;0.0476839542388916
+SP by Conitzer_1;2D Sphere_6;11.0;0.045282840728759766
+SP by Conitzer_1;2D Sphere_7;15.0;0.04631352424621582
+SP by Conitzer_1;2D Sphere_8;14.0;0.04558110237121582
+SP by Conitzer_1;2D Sphere_9;8.0;0.047391653060913086
+SP by Conitzer_1;3D Sphere_0;7.0;0.04748678207397461
+SP by Conitzer_1;3D Sphere_1;15.0;0.12481880187988281
+SP by Conitzer_1;3D Sphere_2;14.0;0.10687446594238281
+SP by Conitzer_1;3D Sphere_3;13.0;0.1107029914855957
+SP by Conitzer_1;3D Sphere_4;12.0;0.09022808074951172
+SP by Conitzer_1;3D Sphere_5;11.0;0.1047203540802002
+SP by Conitzer_1;3D Sphere_6;18.0;0.10132813453674316
+SP by Conitzer_1;3D Sphere_7;15.0;0.10098528861999512
+SP by Conitzer_1;3D Sphere_8;17.0;0.09796953201293945
+SP by Conitzer_1;3D Sphere_9;16.0;0.11167764663696289
+SP by Conitzer_1;Urn culture_id 0.1_0;16.0;0.10885047912597656
+SP by Conitzer_1;Urn culture_id 0.1_1;13.0;0.1265714168548584
+SP by Conitzer_1;Urn culture_id 0.1_2;12.0;0.13364148139953613
+SP by Conitzer_1;Urn culture_id 0.1_3;10.0;0.13064837455749512
+SP by Conitzer_1;Urn culture_id 0.1_4;14.0;0.09881258010864258
+SP by Conitzer_1;Urn culture_id 0.1_5;17.0;0.13260793685913086
+SP by Conitzer_1;Urn culture_id 0.1_6;15.0;0.1396315097808838
+SP by Conitzer_1;Urn culture_id 0.1_7;15.0;0.09374117851257324
+SP by Conitzer_1;Urn culture_id 0.1_8;20.0;0.10871529579162598
+SP by Conitzer_1;Urn culture_id 0.1_9;11.0;0.09841012954711914
+SP by Conitzer_1;Norm-Mallows 0.5_0;12.0;0.09574341773986816
+SP by Conitzer_1;Norm-Mallows 0.5_1;9.0;0.19213104248046875
+SP by Conitzer_1;Norm-Mallows 0.5_2;12.0;0.10473155975341797
+SP by Conitzer_1;Norm-Mallows 0.5_3;8.0;0.07978558540344238
+SP by Conitzer_1;Norm-Mallows 0.5_4;11.0;0.06682038307189941
+SP by Conitzer_1;Norm-Mallows 0.5_5;7.0;0.07380437850952148
+SP by Conitzer_1;Norm-Mallows 0.5_6;9.0;0.08266329765319824
+SP by Conitzer_1;Norm-Mallows 0.5_7;12.0;0.08005428314208984
+SP by Conitzer_1;Norm-Mallows 0.5_8;12.0;0.08522558212280273
+SP by Conitzer_1;Norm-Mallows 0.5_9;11.0;0.06669378280639648
+SP by Conitzer_1;Urn culture_id (gamma)_0;14.0;0.05845522880554199
+SP by Conitzer_1;Urn culture_id (gamma)_1;19.0;0.07077431678771973
+SP by Conitzer_1;Urn culture_id (gamma)_2;16.0;0.06265497207641602
+SP by Conitzer_1;Urn culture_id (gamma)_3;12.0;0.06275701522827148
+SP by Conitzer_1;Urn culture_id (gamma)_4;19.0;0.04566645622253418
+SP by Conitzer_1;Urn culture_id (gamma)_5;18.0;0.051502227783203125
+SP by Conitzer_1;Urn culture_id (gamma)_6;18.0;0.04772758483886719
+SP by Conitzer_1;Urn culture_id (gamma)_7;21.0;0.05657386779785156
+SP by Conitzer_1;Urn culture_id (gamma)_8;16.0;0.05155062675476074
+SP by Conitzer_1;Urn culture_id (gamma)_9;19.0;0.05153822898864746
+SP by Conitzer_1;ID;14.0;0.053578853607177734
+SP by Conitzer_1;UN_0;22.0;0.04559183120727539
+SP by Conitzer_1;UN_1;21.0;0.04395866394042969
+SP by Conitzer_1;UN_2;22.0;0.04388165473937988
+SP by Conitzer_1;UN_3;21.0;0.05700325965881348
+SP by Conitzer_1;AN;24.0;0.044097185134887695
+SP by Conitzer_2;SP by Conitzer_3;7.0;0.04188704490661621
+SP by Conitzer_2;SP by Conitzer_4;4.0;0.04188799858093262
+SP by Conitzer_2;SP by Conitzer_5;6.0;0.04295539855957031
+SP by Conitzer_2;SP by Conitzer_6;1.0;0.04189324378967285
+SP by Conitzer_2;SP by Conitzer_7;1.0;0.04189276695251465
+SP by Conitzer_2;SP by Conitzer_8;8.0;0.041883230209350586
+SP by Conitzer_2;SP by Conitzer_9;10.0;0.041887521743774414
+SP by Conitzer_2;SP by Walsh_0;10.0;0.04188799858093262
+SP by Conitzer_2;SP by Walsh_1;11.0;0.041890621185302734
+SP by Conitzer_2;SP by Walsh_2;11.0;0.0418848991394043
+SP by Conitzer_2;SP by Walsh_3;6.0;0.04188871383666992
+SP by Conitzer_2;SP by Walsh_4;13.0;0.04189109802246094
+SP by Conitzer_2;SP by Walsh_5;8.0;0.04188704490661621
+SP by Conitzer_2;SP by Walsh_6;8.0;0.04205965995788574
+SP by Conitzer_2;SP by Walsh_7;7.0;0.04288673400878906
+SP by Conitzer_2;SP by Walsh_8;10.0;0.0418853759765625
+SP by Conitzer_2;SP by Walsh_9;11.0;0.04188847541809082
+SP by Conitzer_2;SPOC_0;14.0;0.04189109802246094
+SP by Conitzer_2;SPOC_1;12.0;0.04199576377868652
+SP by Conitzer_2;SPOC_2;11.0;0.04188704490661621
+SP by Conitzer_2;SPOC_3;10.0;0.041890859603881836
+SP by Conitzer_2;SPOC_4;10.0;0.0418851375579834
+SP by Conitzer_2;SPOC_5;11.0;0.04188823699951172
+SP by Conitzer_2;SPOC_6;8.0;0.0408933162689209
+SP by Conitzer_2;SPOC_7;15.0;0.0418853759765625
+SP by Conitzer_2;SPOC_8;12.0;0.04188799858093262
+SP by Conitzer_2;SPOC_9;9.0;0.04189252853393555
+SP by Conitzer_2;Group-Separable_0;16.0;0.04188847541809082
+SP by Conitzer_2;Group-Separable_1;10.0;0.04188346862792969
+SP by Conitzer_2;Group-Separable_2;8.0;0.041887760162353516
+SP by Conitzer_2;Group-Separable_3;9.0;0.04188704490661621
+SP by Conitzer_2;Group-Separable_4;12.0;0.04189133644104004
+SP by Conitzer_2;Group-Separable_5;10.0;0.041853904724121094
+SP by Conitzer_2;Group-Separable_6;12.0;0.042925119400024414
+SP by Conitzer_2;Group-Separable_7;11.0;0.04302215576171875
+SP by Conitzer_2;Group-Separable_8;12.0;0.042008399963378906
+SP by Conitzer_2;Group-Separable_9;16.0;0.04185891151428223
+SP by Conitzer_2;Single-Crossing_0;19.0;0.04310297966003418
+SP by Conitzer_2;Single-Crossing_1;18.0;0.04499506950378418
+SP by Conitzer_2;Single-Crossing_2;14.0;0.04298877716064453
+SP by Conitzer_2;Single-Crossing_3;16.0;0.04197216033935547
+SP by Conitzer_2;Single-Crossing_4;12.0;0.043067216873168945
+SP by Conitzer_2;Single-Crossing_5;16.0;0.043030738830566406
+SP by Conitzer_2;Single-Crossing_6;17.0;0.04300570487976074
+SP by Conitzer_2;Single-Crossing_7;17.0;0.04292941093444824
+SP by Conitzer_2;Single-Crossing_8;17.0;0.04291582107543945
+SP by Conitzer_2;Single-Crossing_9;13.0;0.0433650016784668
+SP by Conitzer_2;1D Interval_0;10.0;0.043239593505859375
+SP by Conitzer_2;1D Interval_1;12.0;0.04205727577209473
+SP by Conitzer_2;1D Interval_2;5.0;0.04406118392944336
+SP by Conitzer_2;1D Interval_3;10.0;0.04199552536010742
+SP by Conitzer_2;1D Interval_4;24.0;0.04290413856506348
+SP by Conitzer_2;1D Interval_5;7.0;0.046624183654785156
+SP by Conitzer_2;1D Interval_6;19.0;0.0476069450378418
+SP by Conitzer_2;1D Interval_7;14.0;0.049774169921875
+SP by Conitzer_2;1D Interval_8;21.0;0.04769110679626465
+SP by Conitzer_2;1D Interval_9;11.0;0.04845452308654785
+SP by Conitzer_2;2D Disc_0;13.0;0.04900240898132324
+SP by Conitzer_2;2D Disc_1;7.0;0.04989457130432129
+SP by Conitzer_2;2D Disc_2;13.0;0.050145864486694336
+SP by Conitzer_2;2D Disc_3;16.0;0.052889347076416016
+SP by Conitzer_2;2D Disc_4;18.0;0.04764556884765625
+SP by Conitzer_2;2D Disc_5;9.0;0.0452573299407959
+SP by Conitzer_2;2D Disc_6;9.0;0.04285168647766113
+SP by Conitzer_2;2D Disc_7;6.0;0.042963504791259766
+SP by Conitzer_2;2D Disc_8;11.0;0.04304003715515137
+SP by Conitzer_2;2D Disc_9;11.0;0.04297351837158203
+SP by Conitzer_2;3D Cube_0;7.0;0.04188108444213867
+SP by Conitzer_2;3D Cube_1;8.0;0.04302573204040527
+SP by Conitzer_2;3D Cube_2;13.0;0.04309821128845215
+SP by Conitzer_2;3D Cube_3;16.0;0.04295611381530762
+SP by Conitzer_2;3D Cube_4;8.0;0.04192090034484863
+SP by Conitzer_2;3D Cube_5;10.0;0.04288482666015625
+SP by Conitzer_2;3D Cube_6;12.0;0.04293489456176758
+SP by Conitzer_2;3D Cube_7;16.0;0.0418853759765625
+SP by Conitzer_2;3D Cube_8;11.0;0.041889190673828125
+SP by Conitzer_2;3D Cube_9;12.0;0.04293632507324219
+SP by Conitzer_2;2D Sphere_0;11.0;0.04296994209289551
+SP by Conitzer_2;2D Sphere_1;11.0;0.0418856143951416
+SP by Conitzer_2;2D Sphere_2;6.0;0.04285383224487305
+SP by Conitzer_2;2D Sphere_3;14.0;0.04191994667053223
+SP by Conitzer_2;2D Sphere_4;10.0;0.044879913330078125
+SP by Conitzer_2;2D Sphere_5;10.0;0.043884992599487305
+SP by Conitzer_2;2D Sphere_6;11.0;0.04487752914428711
+SP by Conitzer_2;2D Sphere_7;11.0;0.05083274841308594
+SP by Conitzer_2;2D Sphere_8;10.0;0.05186128616333008
+SP by Conitzer_2;2D Sphere_9;12.0;0.052858591079711914
+SP by Conitzer_2;3D Sphere_0;13.0;0.05010390281677246
+SP by Conitzer_2;3D Sphere_1;13.0;0.04886507987976074
+SP by Conitzer_2;3D Sphere_2;10.0;0.04645037651062012
+SP by Conitzer_2;3D Sphere_3;9.0;0.05275988578796387
+SP by Conitzer_2;3D Sphere_4;14.0;0.05362749099731445
+SP by Conitzer_2;3D Sphere_5;15.0;0.05417633056640625
+SP by Conitzer_2;3D Sphere_6;12.0;0.053047895431518555
+SP by Conitzer_2;3D Sphere_7;11.0;0.05109715461730957
+SP by Conitzer_2;3D Sphere_8;13.0;0.05028271675109863
+SP by Conitzer_2;3D Sphere_9;10.0;0.04953622817993164
+SP by Conitzer_2;Urn culture_id 0.1_0;14.0;0.05045604705810547
+SP by Conitzer_2;Urn culture_id 0.1_1;11.0;0.050406455993652344
+SP by Conitzer_2;Urn culture_id 0.1_2;18.0;0.05037951469421387
+SP by Conitzer_2;Urn culture_id 0.1_3;12.0;0.0493776798248291
+SP by Conitzer_2;Urn culture_id 0.1_4;24.0;0.050449371337890625
+SP by Conitzer_2;Urn culture_id 0.1_5;17.0;0.049515485763549805
+SP by Conitzer_2;Urn culture_id 0.1_6;11.0;0.05086541175842285
+SP by Conitzer_2;Urn culture_id 0.1_7;13.0;0.04748272895812988
+SP by Conitzer_2;Urn culture_id 0.1_8;10.0;0.046681880950927734
+SP by Conitzer_2;Urn culture_id 0.1_9;15.0;0.04433917999267578
+SP by Conitzer_2;Norm-Mallows 0.5_0;20.0;0.04298090934753418
+SP by Conitzer_2;Norm-Mallows 0.5_1;15.0;0.04204583168029785
+SP by Conitzer_2;Norm-Mallows 0.5_2;16.0;0.04188847541809082
+SP by Conitzer_2;Norm-Mallows 0.5_3;18.0;0.04285287857055664
+SP by Conitzer_2;Norm-Mallows 0.5_4;13.0;0.04684734344482422
+SP by Conitzer_2;Norm-Mallows 0.5_5;15.0;0.04643750190734863
+SP by Conitzer_2;Norm-Mallows 0.5_6;19.0;0.04546380043029785
+SP by Conitzer_2;Norm-Mallows 0.5_7;16.0;0.041886329650878906
+SP by Conitzer_2;Norm-Mallows 0.5_8;10.0;0.04189038276672363
+SP by Conitzer_2;Norm-Mallows 0.5_9;13.0;0.04288601875305176
+SP by Conitzer_2;Urn culture_id (gamma)_0;14.0;0.041889190673828125
+SP by Conitzer_2;Urn culture_id (gamma)_1;13.0;0.041884422302246094
+SP by Conitzer_2;Urn culture_id (gamma)_2;12.0;0.042887210845947266
+SP by Conitzer_2;Urn culture_id (gamma)_3;12.0;0.04189300537109375
+SP by Conitzer_2;Urn culture_id (gamma)_4;11.0;0.0419774055480957
+SP by Conitzer_2;Urn culture_id (gamma)_5;14.0;0.04188847541809082
+SP by Conitzer_2;Urn culture_id (gamma)_6;12.0;0.04188966751098633
+SP by Conitzer_2;Urn culture_id (gamma)_7;13.0;0.041886329650878906
+SP by Conitzer_2;Urn culture_id (gamma)_8;10.0;0.04294228553771973
+SP by Conitzer_2;Urn culture_id (gamma)_9;13.0;0.04188990592956543
+SP by Conitzer_2;ID;28.0;0.04188656806945801
+SP by Conitzer_2;UN_0;12.0;0.041887521743774414
+SP by Conitzer_2;UN_1;11.0;0.041887760162353516
+SP by Conitzer_2;UN_2;12.0;0.04189014434814453
+SP by Conitzer_2;UN_3;13.0;0.04188656806945801
+SP by Conitzer_2;AN;10.0;0.04188728332519531
+SP by Conitzer_3;SP by Conitzer_4;9.0;0.042885541915893555
+SP by Conitzer_3;SP by Conitzer_5;11.0;0.04288625717163086
+SP by Conitzer_3;SP by Conitzer_6;6.0;0.042886972427368164
+SP by Conitzer_3;SP by Conitzer_7;6.0;0.04288506507873535
+SP by Conitzer_3;SP by Conitzer_8;13.0;0.04288601875305176
+SP by Conitzer_3;SP by Conitzer_9;13.0;0.042887210845947266
+SP by Conitzer_3;SP by Walsh_0;7.0;0.04188704490661621
+SP by Conitzer_3;SP by Walsh_1;4.0;0.04750823974609375
+SP by Conitzer_3;SP by Walsh_2;6.0;0.05063199996948242
+SP by Conitzer_3;SP by Walsh_3;7.0;0.05013108253479004
+SP by Conitzer_3;SP by Walsh_4;10.0;0.0456852912902832
+SP by Conitzer_3;SP by Walsh_5;7.0;0.043463945388793945
+SP by Conitzer_3;SP by Walsh_6;7.0;0.04334306716918945
+SP by Conitzer_3;SP by Walsh_7;6.0;0.042047739028930664
+SP by Conitzer_3;SP by Walsh_8;7.0;0.04288458824157715
+SP by Conitzer_3;SP by Walsh_9;8.0;0.04395437240600586
+SP by Conitzer_3;SPOC_0;11.0;0.042884111404418945
+SP by Conitzer_3;SPOC_1;13.0;0.04288530349731445
+SP by Conitzer_3;SPOC_2;12.0;0.04786038398742676
+SP by Conitzer_3;SPOC_3;11.0;0.04991936683654785
+SP by Conitzer_3;SPOC_4;13.0;0.04665064811706543
+SP by Conitzer_3;SPOC_5;14.0;0.05106639862060547
+SP by Conitzer_3;SPOC_6;9.0;0.05306744575500488
+SP by Conitzer_3;SPOC_7;12.0;0.043005943298339844
+SP by Conitzer_3;SPOC_8;13.0;0.04323840141296387
+SP by Conitzer_3;SPOC_9;12.0;0.043976783752441406
+SP by Conitzer_3;Group-Separable_0;15.0;0.04300832748413086
+SP by Conitzer_3;Group-Separable_1;11.0;0.04410910606384277
+SP by Conitzer_3;Group-Separable_2;13.0;0.048409223556518555
+SP by Conitzer_3;Group-Separable_3;14.0;0.058753252029418945
+SP by Conitzer_3;Group-Separable_4;15.0;0.04998326301574707
+SP by Conitzer_3;Group-Separable_5;15.0;0.046111106872558594
+SP by Conitzer_3;Group-Separable_6;15.0;0.04366421699523926
+SP by Conitzer_3;Group-Separable_7;12.0;0.042781829833984375
+SP by Conitzer_3;Group-Separable_8;15.0;0.04519033432006836
+SP by Conitzer_3;Group-Separable_9;17.0;0.04304695129394531
+SP by Conitzer_3;Single-Crossing_0;12.0;0.04335927963256836
+SP by Conitzer_3;Single-Crossing_1;13.0;0.04764723777770996
+SP by Conitzer_3;Single-Crossing_2;9.0;0.04752683639526367
+SP by Conitzer_3;Single-Crossing_3;15.0;0.04868936538696289
+SP by Conitzer_3;Single-Crossing_4;5.0;0.04451465606689453
+SP by Conitzer_3;Single-Crossing_5;11.0;0.043981075286865234
+SP by Conitzer_3;Single-Crossing_6;12.0;0.0429532527923584
+SP by Conitzer_3;Single-Crossing_7;10.0;0.04285264015197754
+SP by Conitzer_3;Single-Crossing_8;14.0;0.043959856033325195
+SP by Conitzer_3;Single-Crossing_9;8.0;0.04287910461425781
+SP by Conitzer_3;1D Interval_0;7.0;0.0428919792175293
+SP by Conitzer_3;1D Interval_1;13.0;0.043883562088012695
+SP by Conitzer_3;1D Interval_2;10.0;0.04288029670715332
+SP by Conitzer_3;1D Interval_3;9.0;0.04288768768310547
+SP by Conitzer_3;1D Interval_4;17.0;0.043880462646484375
+SP by Conitzer_3;1D Interval_5;6.0;0.04288625717163086
+SP by Conitzer_3;1D Interval_6;12.0;0.04293346405029297
+SP by Conitzer_3;1D Interval_7;15.0;0.04399895668029785
+SP by Conitzer_3;1D Interval_8;16.0;0.04299640655517578
+SP by Conitzer_3;1D Interval_9;10.0;0.047205448150634766
+SP by Conitzer_3;2D Disc_0;14.0;0.046662330627441406
+SP by Conitzer_3;2D Disc_1;10.0;0.048750877380371094
+SP by Conitzer_3;2D Disc_2;6.0;0.06212568283081055
+SP by Conitzer_3;2D Disc_3;11.0;0.053856611251831055
+SP by Conitzer_3;2D Disc_4;13.0;0.04690885543823242
+SP by Conitzer_3;2D Disc_5;6.0;0.04488039016723633
+SP by Conitzer_3;2D Disc_6;10.0;0.04288434982299805
+SP by Conitzer_3;2D Disc_7;7.0;0.04288482666015625
+SP by Conitzer_3;2D Disc_8;10.0;0.04388093948364258
+SP by Conitzer_3;2D Disc_9;10.0;0.04304671287536621
+SP by Conitzer_3;3D Cube_0;8.0;0.043065786361694336
+SP by Conitzer_3;3D Cube_1;11.0;0.04288029670715332
+SP by Conitzer_3;3D Cube_2;14.0;0.042891740798950195
+SP by Conitzer_3;3D Cube_3;9.0;0.04284930229187012
+SP by Conitzer_3;3D Cube_4;7.0;0.043915748596191406
+SP by Conitzer_3;3D Cube_5;7.0;0.04288625717163086
+SP by Conitzer_3;3D Cube_6;9.0;0.04288601875305176
+SP by Conitzer_3;3D Cube_7;15.0;0.043027639389038086
+SP by Conitzer_3;3D Cube_8;12.0;0.04385042190551758
+SP by Conitzer_3;3D Cube_9;13.0;0.04292035102844238
+SP by Conitzer_3;2D Sphere_0;14.0;0.042884111404418945
+SP by Conitzer_3;2D Sphere_1;8.0;0.043881893157958984
+SP by Conitzer_3;2D Sphere_2;9.0;0.04288649559020996
+SP by Conitzer_3;2D Sphere_3;11.0;0.04288053512573242
+SP by Conitzer_3;2D Sphere_4;9.0;0.04388546943664551
+SP by Conitzer_3;2D Sphere_5;11.0;0.04288530349731445
+SP by Conitzer_3;2D Sphere_6;10.0;0.04920053482055664
+SP by Conitzer_3;2D Sphere_7;8.0;0.046953439712524414
+SP by Conitzer_3;2D Sphere_8;9.0;0.04765725135803223
+SP by Conitzer_3;2D Sphere_9;9.0;0.04547739028930664
+SP by Conitzer_3;3D Sphere_0;10.0;0.04335427284240723
+SP by Conitzer_3;3D Sphere_1;12.0;0.04317879676818848
+SP by Conitzer_3;3D Sphere_2;13.0;0.044095516204833984
+SP by Conitzer_3;3D Sphere_3;10.0;0.042447805404663086
+SP by Conitzer_3;3D Sphere_4;9.0;0.04332900047302246
+SP by Conitzer_3;3D Sphere_5;12.0;0.047696590423583984
+SP by Conitzer_3;3D Sphere_6;15.0;0.04975461959838867
+SP by Conitzer_3;3D Sphere_7;12.0;0.04859733581542969
+SP by Conitzer_3;3D Sphere_8;14.0;0.047380685806274414
+SP by Conitzer_3;3D Sphere_9;9.0;0.044028282165527344
+SP by Conitzer_3;Urn culture_id 0.1_0;15.0;0.04319047927856445
+SP by Conitzer_3;Urn culture_id 0.1_1;10.0;0.043350934982299805
+SP by Conitzer_3;Urn culture_id 0.1_2;13.0;0.042891740798950195
+SP by Conitzer_3;Urn culture_id 0.1_3;11.0;0.043625593185424805
+SP by Conitzer_3;Urn culture_id 0.1_4;19.0;0.042290449142456055
+SP by Conitzer_3;Urn culture_id 0.1_5;16.0;0.045519351959228516
+SP by Conitzer_3;Urn culture_id 0.1_6;10.0;0.04320693016052246
+SP by Conitzer_3;Urn culture_id 0.1_7;14.0;0.04294633865356445
+SP by Conitzer_3;Urn culture_id 0.1_8;15.0;0.04532337188720703
+SP by Conitzer_3;Urn culture_id 0.1_9;12.0;0.043521881103515625
+SP by Conitzer_3;Norm-Mallows 0.5_0;15.0;0.04382586479187012
+SP by Conitzer_3;Norm-Mallows 0.5_1;12.0;0.04305839538574219
+SP by Conitzer_3;Norm-Mallows 0.5_2;13.0;0.043686628341674805
+SP by Conitzer_3;Norm-Mallows 0.5_3;13.0;0.04248547554016113
+SP by Conitzer_3;Norm-Mallows 0.5_4;10.0;0.04350996017456055
+SP by Conitzer_3;Norm-Mallows 0.5_5;10.0;0.04399561882019043
+SP by Conitzer_3;Norm-Mallows 0.5_6;14.0;0.043614864349365234
+SP by Conitzer_3;Norm-Mallows 0.5_7;11.0;0.04351043701171875
+SP by Conitzer_3;Norm-Mallows 0.5_8;11.0;0.04348349571228027
+SP by Conitzer_3;Norm-Mallows 0.5_9;8.0;0.0435028076171875
+SP by Conitzer_3;Urn culture_id (gamma)_0;11.0;0.04433846473693848
+SP by Conitzer_3;Urn culture_id (gamma)_1;14.0;0.043343544006347656
+SP by Conitzer_3;Urn culture_id (gamma)_2;13.0;0.04303264617919922
+SP by Conitzer_3;Urn culture_id (gamma)_3;11.0;0.04351091384887695
+SP by Conitzer_3;Urn culture_id (gamma)_4;14.0;0.043311119079589844
+SP by Conitzer_3;Urn culture_id (gamma)_5;15.0;0.05134081840515137
+SP by Conitzer_3;Urn culture_id (gamma)_6;15.0;0.04414939880371094
+SP by Conitzer_3;Urn culture_id (gamma)_7;16.0;0.04419827461242676
+SP by Conitzer_3;Urn culture_id (gamma)_8;13.0;0.04360842704772949
+SP by Conitzer_3;Urn culture_id (gamma)_9;12.0;0.043334007263183594
+SP by Conitzer_3;ID;21.0;0.04303717613220215
+SP by Conitzer_3;UN_0;15.0;0.04357194900512695
+SP by Conitzer_3;UN_1;16.0;0.046353816986083984
+SP by Conitzer_3;UN_2;15.0;0.043196678161621094
+SP by Conitzer_3;UN_3;16.0;0.04388284683227539
+SP by Conitzer_3;AN;15.0;0.04303312301635742
+SP by Conitzer_4;SP by Conitzer_5;4.0;0.0414888858795166
+SP by Conitzer_4;SP by Conitzer_6;3.0;0.04218697547912598
+SP by Conitzer_4;SP by Conitzer_7;3.0;0.04116177558898926
+SP by Conitzer_4;SP by Conitzer_8;6.0;0.04248499870300293
+SP by Conitzer_4;SP by Conitzer_9;6.0;0.04248762130737305
+SP by Conitzer_4;SP by Walsh_0;12.0;0.0416412353515625
+SP by Conitzer_4;SP by Walsh_1;13.0;0.04350090026855469
+SP by Conitzer_4;SP by Walsh_2;13.0;0.04205751419067383
+SP by Conitzer_4;SP by Walsh_3;10.0;0.041750192642211914
+SP by Conitzer_4;SP by Walsh_4;15.0;0.04202127456665039
+SP by Conitzer_4;SP by Walsh_5;12.0;0.04241538047790527
+SP by Conitzer_4;SP by Walsh_6;12.0;0.04213976860046387
+SP by Conitzer_4;SP by Walsh_7;9.0;0.04150700569152832
+SP by Conitzer_4;SP by Walsh_8;12.0;0.04161190986633301
+SP by Conitzer_4;SP by Walsh_9;11.0;0.04133343696594238
+SP by Conitzer_4;SPOC_0;14.0;0.04322957992553711
+SP by Conitzer_4;SPOC_1;14.0;0.04082465171813965
+SP by Conitzer_4;SPOC_2;11.0;0.04288530349731445
+SP by Conitzer_4;SPOC_3;12.0;0.04150271415710449
+SP by Conitzer_4;SPOC_4;12.0;0.042481422424316406
+SP by Conitzer_4;SPOC_5;11.0;0.04352831840515137
+SP by Conitzer_4;SPOC_6;10.0;0.04218721389770508
+SP by Conitzer_4;SPOC_7;15.0;0.04104423522949219
+SP by Conitzer_4;SPOC_8;12.0;0.04148507118225098
+SP by Conitzer_4;SPOC_9;9.0;0.04120612144470215
+SP by Conitzer_4;Group-Separable_0;16.0;0.04246020317077637
+SP by Conitzer_4;Group-Separable_1;10.0;0.04410243034362793
+SP by Conitzer_4;Group-Separable_2;10.0;0.042101144790649414
+SP by Conitzer_4;Group-Separable_3;7.0;0.04136228561401367
+SP by Conitzer_4;Group-Separable_4;8.0;0.04551506042480469
+SP by Conitzer_4;Group-Separable_5;10.0;0.0408933162689209
+SP by Conitzer_4;Group-Separable_6;10.0;0.04120635986328125
+SP by Conitzer_4;Group-Separable_7;13.0;0.04294276237487793
+SP by Conitzer_4;Group-Separable_8;8.0;0.04622387886047363
+SP by Conitzer_4;Group-Separable_9;14.0;0.042992591857910156
+SP by Conitzer_4;Single-Crossing_0;17.0;0.04198932647705078
+SP by Conitzer_4;Single-Crossing_1;18.0;0.04436302185058594
+SP by Conitzer_4;Single-Crossing_2;14.0;0.04209423065185547
+SP by Conitzer_4;Single-Crossing_3;18.0;0.0420384407043457
+SP by Conitzer_4;Single-Crossing_4;12.0;0.044496774673461914
+SP by Conitzer_4;Single-Crossing_5;14.0;0.04384660720825195
+SP by Conitzer_4;Single-Crossing_6;17.0;0.04993581771850586
+SP by Conitzer_4;Single-Crossing_7;17.0;0.049866437911987305
+SP by Conitzer_4;Single-Crossing_8;15.0;0.046906471252441406
+SP by Conitzer_4;Single-Crossing_9;13.0;0.0418550968170166
+SP by Conitzer_4;1D Interval_0;8.0;0.041887760162353516
+SP by Conitzer_4;1D Interval_1;8.0;0.041887760162353516
+SP by Conitzer_4;1D Interval_2;7.0;0.04116988182067871
+SP by Conitzer_4;1D Interval_3;10.0;0.04249405860900879
+SP by Conitzer_4;1D Interval_4;20.0;0.041162729263305664
+SP by Conitzer_4;1D Interval_5;5.0;0.04136848449707031
+SP by Conitzer_4;1D Interval_6;15.0;0.04103207588195801
+SP by Conitzer_4;1D Interval_7;10.0;0.04602813720703125
+SP by Conitzer_4;1D Interval_8;17.0;0.04148435592651367
+SP by Conitzer_4;1D Interval_9;7.0;0.04119157791137695
+SP by Conitzer_4;2D Disc_0;11.0;0.04203176498413086
+SP by Conitzer_4;2D Disc_1;7.0;0.04114270210266113
+SP by Conitzer_4;2D Disc_2;13.0;0.04130101203918457
+SP by Conitzer_4;2D Disc_3;16.0;0.041887521743774414
+SP by Conitzer_4;2D Disc_4;14.0;0.04314780235290527
+SP by Conitzer_4;2D Disc_5;11.0;0.04138517379760742
+SP by Conitzer_4;2D Disc_6;13.0;0.04163479804992676
+SP by Conitzer_4;2D Disc_7;8.0;0.041019439697265625
+SP by Conitzer_4;2D Disc_8;13.0;0.041348934173583984
+SP by Conitzer_4;2D Disc_9;11.0;0.04262042045593262
+SP by Conitzer_4;3D Cube_0;7.0;0.041886329650878906
+SP by Conitzer_4;3D Cube_1;10.0;0.04265117645263672
+SP by Conitzer_4;3D Cube_2;13.0;0.041307687759399414
+SP by Conitzer_4;3D Cube_3;12.0;0.04234719276428223
+SP by Conitzer_4;3D Cube_4;10.0;0.0413362979888916
+SP by Conitzer_4;3D Cube_5;8.0;0.041907548904418945
+SP by Conitzer_4;3D Cube_6;12.0;0.0421907901763916
+SP by Conitzer_4;3D Cube_7;14.0;0.041489362716674805
+SP by Conitzer_4;3D Cube_8;13.0;0.04218769073486328
+SP by Conitzer_4;3D Cube_9;12.0;0.04221677780151367
+SP by Conitzer_4;2D Sphere_0;11.0;0.045330047607421875
+SP by Conitzer_4;2D Sphere_1;13.0;0.04150724411010742
+SP by Conitzer_4;2D Sphere_2;6.0;0.042206764221191406
+SP by Conitzer_4;2D Sphere_3;14.0;0.0416715145111084
+SP by Conitzer_4;2D Sphere_4;10.0;0.04231858253479004
+SP by Conitzer_4;2D Sphere_5;12.0;0.04118919372558594
+SP by Conitzer_4;2D Sphere_6;11.0;0.042325496673583984
+SP by Conitzer_4;2D Sphere_7;11.0;0.04148697853088379
+SP by Conitzer_4;2D Sphere_8;8.0;0.04259634017944336
+SP by Conitzer_4;2D Sphere_9;14.0;0.04137778282165527
+SP by Conitzer_4;3D Sphere_0;15.0;0.04180598258972168
+SP by Conitzer_4;3D Sphere_1;15.0;0.04217863082885742
+SP by Conitzer_4;3D Sphere_2;12.0;0.04133892059326172
+SP by Conitzer_4;3D Sphere_3;11.0;0.04234194755554199
+SP by Conitzer_4;3D Sphere_4;14.0;0.04171252250671387
+SP by Conitzer_4;3D Sphere_5;15.0;0.04218482971191406
+SP by Conitzer_4;3D Sphere_6;10.0;0.041452884674072266
+SP by Conitzer_4;3D Sphere_7;11.0;0.04222226142883301
+SP by Conitzer_4;3D Sphere_8;13.0;0.04214906692504883
+SP by Conitzer_4;3D Sphere_9;12.0;0.04163551330566406
+SP by Conitzer_4;Urn culture_id 0.1_0;12.0;0.0420382022857666
+SP by Conitzer_4;Urn culture_id 0.1_1;13.0;0.0464625358581543
+SP by Conitzer_4;Urn culture_id 0.1_2;18.0;0.049538612365722656
+SP by Conitzer_4;Urn culture_id 0.1_3;14.0;0.04915165901184082
+SP by Conitzer_4;Urn culture_id 0.1_4;24.0;0.04945230484008789
+SP by Conitzer_4;Urn culture_id 0.1_5;13.0;0.05018901824951172
+SP by Conitzer_4;Urn culture_id 0.1_6;11.0;0.04933452606201172
+SP by Conitzer_4;Urn culture_id 0.1_7;13.0;0.04435276985168457
+SP by Conitzer_4;Urn culture_id 0.1_8;12.0;0.04415774345397949
+SP by Conitzer_4;Urn culture_id 0.1_9;13.0;0.04321718215942383
+SP by Conitzer_4;Norm-Mallows 0.5_0;20.0;0.044159889221191406
+SP by Conitzer_4;Norm-Mallows 0.5_1;15.0;0.04425454139709473
+SP by Conitzer_4;Norm-Mallows 0.5_2;16.0;0.04205489158630371
+SP by Conitzer_4;Norm-Mallows 0.5_3;16.0;0.042154788970947266
+SP by Conitzer_4;Norm-Mallows 0.5_4;13.0;0.04336738586425781
+SP by Conitzer_4;Norm-Mallows 0.5_5;15.0;0.041646718978881836
+SP by Conitzer_4;Norm-Mallows 0.5_6;17.0;0.0421137809753418
+SP by Conitzer_4;Norm-Mallows 0.5_7;18.0;0.046011924743652344
+SP by Conitzer_4;Norm-Mallows 0.5_8;12.0;0.04836678504943848
+SP by Conitzer_4;Norm-Mallows 0.5_9;15.0;0.04952096939086914
+SP by Conitzer_4;Urn culture_id (gamma)_0;16.0;0.0462796688079834
+SP by Conitzer_4;Urn culture_id (gamma)_1;15.0;0.0418851375579834
+SP by Conitzer_4;Urn culture_id (gamma)_2;12.0;0.041887760162353516
+SP by Conitzer_4;Urn culture_id (gamma)_3;14.0;0.04089045524597168
+SP by Conitzer_4;Urn culture_id (gamma)_4;11.0;0.04188895225524902
+SP by Conitzer_4;Urn culture_id (gamma)_5;14.0;0.041887521743774414
+SP by Conitzer_4;Urn culture_id (gamma)_6;14.0;0.040925025939941406
+SP by Conitzer_4;Urn culture_id (gamma)_7;13.0;0.041887760162353516
+SP by Conitzer_4;Urn culture_id (gamma)_8;14.0;0.04189109802246094
+SP by Conitzer_4;Urn culture_id (gamma)_9;13.0;0.04088759422302246
+SP by Conitzer_4;ID;28.0;0.05043482780456543
+SP by Conitzer_4;UN_0;14.0;0.04877018928527832
+SP by Conitzer_4;UN_1;13.0;0.04933762550354004
+SP by Conitzer_4;UN_2;14.0;0.04846310615539551
+SP by Conitzer_4;UN_3;15.0;0.04936480522155762
+SP by Conitzer_4;AN;8.0;0.04926800727844238
+SP by Conitzer_5;SP by Conitzer_6;7.0;0.04926323890686035
+SP by Conitzer_5;SP by Conitzer_7;5.0;0.05032634735107422
+SP by Conitzer_5;SP by Conitzer_8;4.0;0.05034899711608887
+SP by Conitzer_5;SP by Conitzer_9;8.0;0.04944324493408203
+SP by Conitzer_5;SP by Walsh_0;16.0;0.050359249114990234
+SP by Conitzer_5;SP by Walsh_1;15.0;0.04358839988708496
+SP by Conitzer_5;SP by Walsh_2;17.0;0.044588565826416016
+SP by Conitzer_5;SP by Walsh_3;10.0;0.04299640655517578
+SP by Conitzer_5;SP by Walsh_4;19.0;0.04180145263671875
+SP by Conitzer_5;SP by Walsh_5;14.0;0.04320406913757324
+SP by Conitzer_5;SP by Walsh_6;14.0;0.048624277114868164
+SP by Conitzer_5;SP by Walsh_7;11.0;0.047705650329589844
+SP by Conitzer_5;SP by Walsh_8;16.0;0.04754352569580078
+SP by Conitzer_5;SP by Walsh_9;15.0;0.04550576210021973
+SP by Conitzer_5;SPOC_0;16.0;0.05069565773010254
+SP by Conitzer_5;SPOC_1;16.0;0.05157613754272461
+SP by Conitzer_5;SPOC_2;15.0;0.04564547538757324
+SP by Conitzer_5;SPOC_3;16.0;0.0431063175201416
+SP by Conitzer_5;SPOC_4;14.0;0.04304027557373047
+SP by Conitzer_5;SPOC_5;13.0;0.04303264617919922
+SP by Conitzer_5;SPOC_6;14.0;0.04391932487487793
+SP by Conitzer_5;SPOC_7;17.0;0.04289960861206055
+SP by Conitzer_5;SPOC_8;14.0;0.04288291931152344
+SP by Conitzer_5;SPOC_9;11.0;0.04705357551574707
+SP by Conitzer_5;Group-Separable_0;16.0;0.04395747184753418
+SP by Conitzer_5;Group-Separable_1;8.0;0.04302191734313965
+SP by Conitzer_5;Group-Separable_2;10.0;0.041857242584228516
+SP by Conitzer_5;Group-Separable_3;7.0;0.04303455352783203
+SP by Conitzer_5;Group-Separable_4;8.0;0.04291820526123047
+SP by Conitzer_5;Group-Separable_5;8.0;0.04287576675415039
+SP by Conitzer_5;Group-Separable_6;12.0;0.04193711280822754
+SP by Conitzer_5;Group-Separable_7;13.0;0.04287552833557129
+SP by Conitzer_5;Group-Separable_8;8.0;0.0428926944732666
+SP by Conitzer_5;Group-Separable_9;14.0;0.04189014434814453
+SP by Conitzer_5;Single-Crossing_0;19.0;0.04288315773010254
+SP by Conitzer_5;Single-Crossing_1;18.0;0.04511666297912598
+SP by Conitzer_5;Single-Crossing_2;12.0;0.04288983345031738
+SP by Conitzer_5;Single-Crossing_3;16.0;0.04288125038146973
+SP by Conitzer_5;Single-Crossing_4;16.0;0.04402422904968262
+SP by Conitzer_5;Single-Crossing_5;16.0;0.04303622245788574
+SP by Conitzer_5;Single-Crossing_6;21.0;0.04188990592956543
+SP by Conitzer_5;Single-Crossing_7;19.0;0.04318547248840332
+SP by Conitzer_5;Single-Crossing_8;17.0;0.04302668571472168
+SP by Conitzer_5;Single-Crossing_9;17.0;0.04288506507873535
+SP by Conitzer_5;1D Interval_0;12.0;0.044014930725097656
+SP by Conitzer_5;1D Interval_1;10.0;0.0440981388092041
+SP by Conitzer_5;1D Interval_2;5.0;0.04424452781677246
+SP by Conitzer_5;1D Interval_3;14.0;0.04491138458251953
+SP by Conitzer_5;1D Interval_4;22.0;0.04285264015197754
+SP by Conitzer_5;1D Interval_5;9.0;0.05089735984802246
+SP by Conitzer_5;1D Interval_6;17.0;0.048836708068847656
+SP by Conitzer_5;1D Interval_7;12.0;0.04787182807922363
+SP by Conitzer_5;1D Interval_8;19.0;0.045879364013671875
+SP by Conitzer_5;1D Interval_9;9.0;0.042981624603271484
+SP by Conitzer_5;2D Disc_0;15.0;0.04289364814758301
+SP by Conitzer_5;2D Disc_1;7.0;0.04188680648803711
+SP by Conitzer_5;2D Disc_2;15.0;0.04288458824157715
+SP by Conitzer_5;2D Disc_3;20.0;0.04289078712463379
+SP by Conitzer_5;2D Disc_4;18.0;0.043065786361694336
+SP by Conitzer_5;2D Disc_5;13.0;0.04192543029785156
+SP by Conitzer_5;2D Disc_6;13.0;0.04297065734863281
+SP by Conitzer_5;2D Disc_7;8.0;0.041925907135009766
+SP by Conitzer_5;2D Disc_8;15.0;0.04302620887756348
+SP by Conitzer_5;2D Disc_9;11.0;0.041887760162353516
+SP by Conitzer_5;3D Cube_0;11.0;0.0430448055267334
+SP by Conitzer_5;3D Cube_1;12.0;0.04189014434814453
+SP by Conitzer_5;3D Cube_2;17.0;0.04297280311584473
+SP by Conitzer_5;3D Cube_3;16.0;0.042971134185791016
+SP by Conitzer_5;3D Cube_4;10.0;0.04199552536010742
+SP by Conitzer_5;3D Cube_5;12.0;0.04303765296936035
+SP by Conitzer_5;3D Cube_6;16.0;0.04304862022399902
+SP by Conitzer_5;3D Cube_7;14.0;0.0440671443939209
+SP by Conitzer_5;3D Cube_8;15.0;0.04189109802246094
+SP by Conitzer_5;3D Cube_9;16.0;0.04288601875305176
+SP by Conitzer_5;2D Sphere_0;13.0;0.04288649559020996
+SP by Conitzer_5;2D Sphere_1;13.0;0.04288125038146973
+SP by Conitzer_5;2D Sphere_2;4.0;0.04300713539123535
+SP by Conitzer_5;2D Sphere_3;18.0;0.04189133644104004
+SP by Conitzer_5;2D Sphere_4;10.0;0.04288196563720703
+SP by Conitzer_5;2D Sphere_5;14.0;0.04301309585571289
+SP by Conitzer_5;2D Sphere_6;15.0;0.042882442474365234
+SP by Conitzer_5;2D Sphere_7;9.0;0.04292035102844238
+SP by Conitzer_5;2D Sphere_8;12.0;0.04288148880004883
+SP by Conitzer_5;2D Sphere_9;16.0;0.04413747787475586
+SP by Conitzer_5;3D Sphere_0;17.0;0.043108224868774414
+SP by Conitzer_5;3D Sphere_1;17.0;0.04203677177429199
+SP by Conitzer_5;3D Sphere_2;14.0;0.04288434982299805
+SP by Conitzer_5;3D Sphere_3;11.0;0.042885541915893555
+SP by Conitzer_5;3D Sphere_4;16.0;0.04189324378967285
+SP by Conitzer_5;3D Sphere_5;19.0;0.04287981986999512
+SP by Conitzer_5;3D Sphere_6;12.0;0.04196786880493164
+SP by Conitzer_5;3D Sphere_7;15.0;0.042882680892944336
+SP by Conitzer_5;3D Sphere_8;13.0;0.042885541915893555
+SP by Conitzer_5;3D Sphere_9;14.0;0.04209113121032715
+SP by Conitzer_5;Urn culture_id 0.1_0;14.0;0.044940948486328125
+SP by Conitzer_5;Urn culture_id 0.1_1;15.0;0.04251241683959961
+SP by Conitzer_5;Urn culture_id 0.1_2;16.0;0.04369664192199707
+SP by Conitzer_5;Urn culture_id 0.1_3;16.0;0.042609453201293945
+SP by Conitzer_5;Urn culture_id 0.1_4;26.0;0.043623924255371094
+SP by Conitzer_5;Urn culture_id 0.1_5;15.0;0.04695415496826172
+SP by Conitzer_5;Urn culture_id 0.1_6;15.0;0.043076515197753906
+SP by Conitzer_5;Urn culture_id 0.1_7;15.0;0.04382061958312988
+SP by Conitzer_5;Urn culture_id 0.1_8;12.0;0.043044328689575195
+SP by Conitzer_5;Urn culture_id 0.1_9;15.0;0.043324947357177734
+SP by Conitzer_5;Norm-Mallows 0.5_0;20.0;0.04285240173339844
+SP by Conitzer_5;Norm-Mallows 0.5_1;17.0;0.04300045967102051
+SP by Conitzer_5;Norm-Mallows 0.5_2;18.0;0.04318428039550781
+SP by Conitzer_5;Norm-Mallows 0.5_3;20.0;0.0436246395111084
+SP by Conitzer_5;Norm-Mallows 0.5_4;17.0;0.04369378089904785
+SP by Conitzer_5;Norm-Mallows 0.5_5;19.0;0.04263710975646973
+SP by Conitzer_5;Norm-Mallows 0.5_6;21.0;0.0429997444152832
+SP by Conitzer_5;Norm-Mallows 0.5_7;18.0;0.04279375076293945
+SP by Conitzer_5;Norm-Mallows 0.5_8;14.0;0.042883872985839844
+SP by Conitzer_5;Norm-Mallows 0.5_9;17.0;0.0434117317199707
+SP by Conitzer_5;Urn culture_id (gamma)_0;18.0;0.042304039001464844
+SP by Conitzer_5;Urn culture_id (gamma)_1;15.0;0.04421663284301758
+SP by Conitzer_5;Urn culture_id (gamma)_2;14.0;0.042510986328125
+SP by Conitzer_5;Urn culture_id (gamma)_3;16.0;0.043044328689575195
+SP by Conitzer_5;Urn culture_id (gamma)_4;13.0;0.04420161247253418
+SP by Conitzer_5;Urn culture_id (gamma)_5;16.0;0.05159497261047363
+SP by Conitzer_5;Urn culture_id (gamma)_6;16.0;0.05126142501831055
+SP by Conitzer_5;Urn culture_id (gamma)_7;15.0;0.05036163330078125
+SP by Conitzer_5;Urn culture_id (gamma)_8;16.0;0.05034995079040527
+SP by Conitzer_5;Urn culture_id (gamma)_9;13.0;0.05028033256530762
+SP by Conitzer_5;ID;32.0;0.05034971237182617
+SP by Conitzer_5;UN_0;18.0;0.04942131042480469
+SP by Conitzer_5;UN_1;15.0;0.04820990562438965
+SP by Conitzer_5;UN_2;16.0;0.042919158935546875
+SP by Conitzer_5;UN_3;17.0;0.044034481048583984
+SP by Conitzer_5;AN;4.0;0.04347586631774902
+SP by Conitzer_6;SP by Conitzer_7;2.0;0.04239797592163086
+SP by Conitzer_6;SP by Conitzer_8;9.0;0.04347586631774902
+SP by Conitzer_6;SP by Conitzer_9;9.0;0.04216170310974121
+SP by Conitzer_6;SP by Walsh_0;9.0;0.04248356819152832
+SP by Conitzer_6;SP by Walsh_1;10.0;0.04263639450073242
+SP by Conitzer_6;SP by Walsh_2;10.0;0.043097496032714844
+SP by Conitzer_6;SP by Walsh_3;7.0;0.04333829879760742
+SP by Conitzer_6;SP by Walsh_4;12.0;0.043417930603027344
+SP by Conitzer_6;SP by Walsh_5;9.0;0.04248213768005371
+SP by Conitzer_6;SP by Walsh_6;9.0;0.04345393180847168
+SP by Conitzer_6;SP by Walsh_7;6.0;0.0431971549987793
+SP by Conitzer_6;SP by Walsh_8;9.0;0.043227195739746094
+SP by Conitzer_6;SP by Walsh_9;10.0;0.041887760162353516
+SP by Conitzer_6;SPOC_0;13.0;0.04288482666015625
+SP by Conitzer_6;SPOC_1;11.0;0.04188823699951172
+SP by Conitzer_6;SPOC_2;12.0;0.042890310287475586
+SP by Conitzer_6;SPOC_3;11.0;0.04187965393066406
+SP by Conitzer_6;SPOC_4;11.0;0.04288768768310547
+SP by Conitzer_6;SPOC_5;10.0;0.041887760162353516
+SP by Conitzer_6;SPOC_6;7.0;0.041886329650878906
+SP by Conitzer_6;SPOC_7;14.0;0.04288482666015625
+SP by Conitzer_6;SPOC_8;11.0;0.04192352294921875
+SP by Conitzer_6;SPOC_9;10.0;0.04288458824157715
+SP by Conitzer_6;Group-Separable_0;17.0;0.04188871383666992
+SP by Conitzer_6;Group-Separable_1;11.0;0.042037010192871094
+SP by Conitzer_6;Group-Separable_2;9.0;0.04288363456726074
+SP by Conitzer_6;Group-Separable_3;10.0;0.04188990592956543
+SP by Conitzer_6;Group-Separable_4;11.0;0.041886329650878906
+SP by Conitzer_6;Group-Separable_5;11.0;0.042886972427368164
+SP by Conitzer_6;Group-Separable_6;11.0;0.04201865196228027
+SP by Conitzer_6;Group-Separable_7;12.0;0.04304957389831543
+SP by Conitzer_6;Group-Separable_8;11.0;0.04288005828857422
+SP by Conitzer_6;Group-Separable_9;15.0;0.04488062858581543
+SP by Conitzer_6;Single-Crossing_0;18.0;0.04285311698913574
+SP by Conitzer_6;Single-Crossing_1;17.0;0.04291987419128418
+SP by Conitzer_6;Single-Crossing_2;15.0;0.04288625717163086
+SP by Conitzer_6;Single-Crossing_3;17.0;0.04387855529785156
+SP by Conitzer_6;Single-Crossing_4;11.0;0.042855024337768555
+SP by Conitzer_6;Single-Crossing_5;15.0;0.04291582107543945
+SP by Conitzer_6;Single-Crossing_6;16.0;0.04188799858093262
+SP by Conitzer_6;Single-Crossing_7;16.0;0.04288530349731445
+SP by Conitzer_6;Single-Crossing_8;16.0;0.04303789138793945
+SP by Conitzer_6;Single-Crossing_9;12.0;0.04188871383666992
+SP by Conitzer_6;1D Interval_0;9.0;0.04288935661315918
+SP by Conitzer_6;1D Interval_1;11.0;0.04407024383544922
+SP by Conitzer_6;1D Interval_2;6.0;0.04288458824157715
+SP by Conitzer_6;1D Interval_3;9.0;0.04395151138305664
+SP by Conitzer_6;1D Interval_4;23.0;0.042886972427368164
+SP by Conitzer_6;1D Interval_5;6.0;0.042883872985839844
+SP by Conitzer_6;1D Interval_6;18.0;0.042885780334472656
+SP by Conitzer_6;1D Interval_7;13.0;0.04188847541809082
+SP by Conitzer_6;1D Interval_8;20.0;0.04302501678466797
+SP by Conitzer_6;1D Interval_9;10.0;0.04288506507873535
+SP by Conitzer_6;2D Disc_0;12.0;0.04296517372131348
+SP by Conitzer_6;2D Disc_1;8.0;0.04288506507873535
+SP by Conitzer_6;2D Disc_2;12.0;0.04288291931152344
+SP by Conitzer_6;2D Disc_3;17.0;0.041890621185302734
+SP by Conitzer_6;2D Disc_4;17.0;0.04288482666015625
+SP by Conitzer_6;2D Disc_5;8.0;0.042883872985839844
+SP by Conitzer_6;2D Disc_6;10.0;0.04188966751098633
+SP by Conitzer_6;2D Disc_7;7.0;0.04288530349731445
+SP by Conitzer_6;2D Disc_8;12.0;0.042883872985839844
+SP by Conitzer_6;2D Disc_9;12.0;0.04188966751098633
+SP by Conitzer_6;3D Cube_0;6.0;0.04288482666015625
+SP by Conitzer_6;3D Cube_1;9.0;0.041997432708740234
+SP by Conitzer_6;3D Cube_2;12.0;0.04188823699951172
+SP by Conitzer_6;3D Cube_3;15.0;0.04292798042297363
+SP by Conitzer_6;3D Cube_4;9.0;0.04205656051635742
+SP by Conitzer_6;3D Cube_5;9.0;0.04299521446228027
+SP by Conitzer_6;3D Cube_6;11.0;0.04304862022399902
+SP by Conitzer_6;3D Cube_7;15.0;0.04204607009887695
+SP by Conitzer_6;3D Cube_8;12.0;0.04288125038146973
+SP by Conitzer_6;3D Cube_9;11.0;0.04301166534423828
+SP by Conitzer_6;2D Sphere_0;10.0;0.04292893409729004
+SP by Conitzer_6;2D Sphere_1;12.0;0.04308581352233887
+SP by Conitzer_6;2D Sphere_2;7.0;0.04288434982299805
+SP by Conitzer_6;2D Sphere_3;13.0;0.04303765296936035
+SP by Conitzer_6;2D Sphere_4;11.0;0.04189157485961914
+SP by Conitzer_6;2D Sphere_5;11.0;0.04288291931152344
+SP by Conitzer_6;2D Sphere_6;10.0;0.045232295989990234
+SP by Conitzer_6;2D Sphere_7;12.0;0.04609370231628418
+SP by Conitzer_6;2D Sphere_8;9.0;0.04658198356628418
+SP by Conitzer_6;2D Sphere_9;11.0;0.045395612716674805
+SP by Conitzer_6;3D Sphere_0;12.0;0.047338247299194336
+SP by Conitzer_6;3D Sphere_1;12.0;0.04736781120300293
+SP by Conitzer_6;3D Sphere_2;11.0;0.047797203063964844
+SP by Conitzer_6;3D Sphere_3;10.0;0.04297018051147461
+SP by Conitzer_6;3D Sphere_4;13.0;0.04298520088195801
+SP by Conitzer_6;3D Sphere_5;14.0;0.04288530349731445
+SP by Conitzer_6;3D Sphere_6;11.0;0.041887521743774414
+SP by Conitzer_6;3D Sphere_7;12.0;0.04288601875305176
+SP by Conitzer_6;3D Sphere_8;12.0;0.04291987419128418
+SP by Conitzer_6;3D Sphere_9;9.0;0.04188799858093262
+SP by Conitzer_6;Urn culture_id 0.1_0;13.0;0.04288673400878906
+SP by Conitzer_6;Urn culture_id 0.1_1;12.0;0.04188823699951172
+SP by Conitzer_6;Urn culture_id 0.1_2;19.0;0.04288339614868164
+SP by Conitzer_6;Urn culture_id 0.1_3;13.0;0.04288792610168457
+SP by Conitzer_6;Urn culture_id 0.1_4;23.0;0.0418858528137207
+SP by Conitzer_6;Urn culture_id 0.1_5;16.0;0.04288530349731445
+SP by Conitzer_6;Urn culture_id 0.1_6;10.0;0.04288530349731445
+SP by Conitzer_6;Urn culture_id 0.1_7;12.0;0.04289102554321289
+SP by Conitzer_6;Urn culture_id 0.1_8;11.0;0.04284834861755371
+SP by Conitzer_6;Urn culture_id 0.1_9;14.0;0.04407501220703125
+SP by Conitzer_6;Norm-Mallows 0.5_0;19.0;0.042925119400024414
+SP by Conitzer_6;Norm-Mallows 0.5_1;16.0;0.041985273361206055
+SP by Conitzer_6;Norm-Mallows 0.5_2;15.0;0.04292035102844238
+SP by Conitzer_6;Norm-Mallows 0.5_3;17.0;0.04293942451477051
+SP by Conitzer_6;Norm-Mallows 0.5_4;12.0;0.041893720626831055
+SP by Conitzer_6;Norm-Mallows 0.5_5;14.0;0.043149471282958984
+SP by Conitzer_6;Norm-Mallows 0.5_6;18.0;0.04188847541809082
+SP by Conitzer_6;Norm-Mallows 0.5_7;17.0;0.042999982833862305
+SP by Conitzer_6;Norm-Mallows 0.5_8;11.0;0.04288339614868164
+SP by Conitzer_6;Norm-Mallows 0.5_9;12.0;0.04198050498962402
+SP by Conitzer_6;Urn culture_id (gamma)_0;13.0;0.043003082275390625
+SP by Conitzer_6;Urn culture_id (gamma)_1;12.0;0.04305624961853027
+SP by Conitzer_6;Urn culture_id (gamma)_2;11.0;0.04313540458679199
+SP by Conitzer_6;Urn culture_id (gamma)_3;11.0;0.042975425720214844
+SP by Conitzer_6;Urn culture_id (gamma)_4;10.0;0.04185605049133301
+SP by Conitzer_6;Urn culture_id (gamma)_5;13.0;0.04291939735412598
+SP by Conitzer_6;Urn culture_id (gamma)_6;13.0;0.04188680648803711
+SP by Conitzer_6;Urn culture_id (gamma)_7;12.0;0.04285168647766113
+SP by Conitzer_6;Urn culture_id (gamma)_8;11.0;0.04291701316833496
+SP by Conitzer_6;Urn culture_id (gamma)_9;12.0;0.04189038276672363
+SP by Conitzer_6;ID;27.0;0.04296994209289551
+SP by Conitzer_6;UN_0;13.0;0.04817366600036621
+SP by Conitzer_6;UN_1;12.0;0.04288649559020996
+SP by Conitzer_6;UN_2;13.0;0.046880483627319336
+SP by Conitzer_6;UN_3;14.0;0.04487943649291992
+SP by Conitzer_6;AN;11.0;0.044884681701660156
+SP by Conitzer_7;SP by Conitzer_8;7.0;0.0428767204284668
+SP by Conitzer_7;SP by Conitzer_9;9.0;0.04288506507873535
+SP by Conitzer_7;SP by Walsh_0;11.0;0.042185306549072266
+SP by Conitzer_7;SP by Walsh_1;10.0;0.04232597351074219
+SP by Conitzer_7;SP by Walsh_2;12.0;0.04185628890991211
+SP by Conitzer_7;SP by Walsh_3;7.0;0.04564356803894043
+SP by Conitzer_7;SP by Walsh_4;14.0;0.0483553409576416
+SP by Conitzer_7;SP by Walsh_5;9.0;0.044196128845214844
+SP by Conitzer_7;SP by Walsh_6;9.0;0.043120384216308594
+SP by Conitzer_7;SP by Walsh_7;6.0;0.04331564903259277
+SP by Conitzer_7;SP by Walsh_8;11.0;0.04304385185241699
+SP by Conitzer_7;SP by Walsh_9;10.0;0.04305887222290039
+SP by Conitzer_7;SPOC_0;13.0;0.04388308525085449
+SP by Conitzer_7;SPOC_1;13.0;0.04220104217529297
+SP by Conitzer_7;SPOC_2;10.0;0.04309201240539551
+SP by Conitzer_7;SPOC_3;11.0;0.043004751205444336
+SP by Conitzer_7;SPOC_4;9.0;0.04288530349731445
+SP by Conitzer_7;SPOC_5;10.0;0.04914999008178711
+SP by Conitzer_7;SPOC_6;9.0;0.04303145408630371
+SP by Conitzer_7;SPOC_7;14.0;0.04204607009887695
+SP by Conitzer_7;SPOC_8;11.0;0.04291701316833496
+SP by Conitzer_7;SPOC_9;10.0;0.041997432708740234
+SP by Conitzer_7;Group-Separable_0;17.0;0.043227195739746094
+SP by Conitzer_7;Group-Separable_1;11.0;0.04201912879943848
+SP by Conitzer_7;Group-Separable_2;9.0;0.042885780334472656
+SP by Conitzer_7;Group-Separable_3;8.0;0.04295992851257324
+SP by Conitzer_7;Group-Separable_4;11.0;0.04188656806945801
+SP by Conitzer_7;Group-Separable_5;11.0;0.042885541915893555
+SP by Conitzer_7;Group-Separable_6;11.0;0.0419921875
+SP by Conitzer_7;Group-Separable_7;12.0;0.042885541915893555
+SP by Conitzer_7;Group-Separable_8;11.0;0.04288625717163086
+SP by Conitzer_7;Group-Separable_9;17.0;0.05216050148010254
+SP by Conitzer_7;Single-Crossing_0;18.0;0.05594015121459961
+SP by Conitzer_7;Single-Crossing_1;17.0;0.04599595069885254
+SP by Conitzer_7;Single-Crossing_2;15.0;0.05046653747558594
+SP by Conitzer_7;Single-Crossing_3;15.0;0.05036282539367676
+SP by Conitzer_7;Single-Crossing_4;11.0;0.04957842826843262
+SP by Conitzer_7;Single-Crossing_5;15.0;0.052288055419921875
+SP by Conitzer_7;Single-Crossing_6;16.0;0.04354047775268555
+SP by Conitzer_7;Single-Crossing_7;16.0;0.04358196258544922
+SP by Conitzer_7;Single-Crossing_8;16.0;0.046341896057128906
+SP by Conitzer_7;Single-Crossing_9;12.0;0.0436863899230957
+SP by Conitzer_7;1D Interval_0;9.0;0.04251408576965332
+SP by Conitzer_7;1D Interval_1;11.0;0.04379439353942871
+SP by Conitzer_7;1D Interval_2;6.0;0.04735732078552246
+SP by Conitzer_7;1D Interval_3;9.0;0.04388260841369629
+SP by Conitzer_7;1D Interval_4;23.0;0.042886972427368164
+SP by Conitzer_7;1D Interval_5;6.0;0.047132253646850586
+SP by Conitzer_7;1D Interval_6;18.0;0.04955434799194336
+SP by Conitzer_7;1D Interval_7;13.0;0.05062079429626465
+SP by Conitzer_7;1D Interval_8;20.0;0.047232866287231445
+SP by Conitzer_7;1D Interval_9;10.0;0.050363779067993164
+SP by Conitzer_7;2D Disc_0;12.0;0.051287174224853516
+SP by Conitzer_7;2D Disc_1;6.0;0.05045890808105469
+SP by Conitzer_7;2D Disc_2;12.0;0.05118131637573242
+SP by Conitzer_7;2D Disc_3;17.0;0.049477338790893555
+SP by Conitzer_7;2D Disc_4;17.0;0.05025124549865723
+SP by Conitzer_7;2D Disc_5;8.0;0.05144023895263672
+SP by Conitzer_7;2D Disc_6;10.0;0.05033254623413086
+SP by Conitzer_7;2D Disc_7;5.0;0.05040740966796875
+SP by Conitzer_7;2D Disc_8;10.0;0.050518035888671875
+SP by Conitzer_7;2D Disc_9;12.0;0.04960823059082031
+SP by Conitzer_7;3D Cube_0;6.0;0.04404425621032715
+SP by Conitzer_7;3D Cube_1;9.0;0.04291725158691406
+SP by Conitzer_7;3D Cube_2;12.0;0.04631996154785156
+SP by Conitzer_7;3D Cube_3;15.0;0.04739522933959961
+SP by Conitzer_7;3D Cube_4;9.0;0.04756808280944824
+SP by Conitzer_7;3D Cube_5;9.0;0.04559922218322754
+SP by Conitzer_7;3D Cube_6;11.0;0.04439496994018555
+SP by Conitzer_7;3D Cube_7;15.0;0.04308962821960449
+SP by Conitzer_7;3D Cube_8;10.0;0.04204106330871582
+SP by Conitzer_7;3D Cube_9;11.0;0.042215824127197266
+SP by Conitzer_7;2D Sphere_0;12.0;0.04288673400878906
+SP by Conitzer_7;2D Sphere_1;12.0;0.04213690757751465
+SP by Conitzer_7;2D Sphere_2;7.0;0.04294276237487793
+SP by Conitzer_7;2D Sphere_3;13.0;0.042256832122802734
+SP by Conitzer_7;2D Sphere_4;11.0;0.0440976619720459
+SP by Conitzer_7;2D Sphere_5;11.0;0.042052507400512695
+SP by Conitzer_7;2D Sphere_6;10.0;0.04303622245788574
+SP by Conitzer_7;2D Sphere_7;12.0;0.04312896728515625
+SP by Conitzer_7;2D Sphere_8;9.0;0.0420382022857666
+SP by Conitzer_7;2D Sphere_9;11.0;0.042926788330078125
+SP by Conitzer_7;3D Sphere_0;12.0;0.0430760383605957
+SP by Conitzer_7;3D Sphere_1;12.0;0.04300570487976074
+SP by Conitzer_7;3D Sphere_2;11.0;0.04502367973327637
+SP by Conitzer_7;3D Sphere_3;10.0;0.04205727577209473
+SP by Conitzer_7;3D Sphere_4;13.0;0.04309201240539551
+SP by Conitzer_7;3D Sphere_5;14.0;0.04222393035888672
+SP by Conitzer_7;3D Sphere_6;13.0;0.042886972427368164
+SP by Conitzer_7;3D Sphere_7;10.0;0.04285430908203125
+SP by Conitzer_7;3D Sphere_8;12.0;0.04296422004699707
+SP by Conitzer_7;3D Sphere_9;9.0;0.042001962661743164
+SP by Conitzer_7;Urn culture_id 0.1_0;13.0;0.04285383224487305
+SP by Conitzer_7;Urn culture_id 0.1_1;12.0;0.042040109634399414
+SP by Conitzer_7;Urn culture_id 0.1_2;19.0;0.0429224967956543
+SP by Conitzer_7;Urn culture_id 0.1_3;13.0;0.042939186096191406
+SP by Conitzer_7;Urn culture_id 0.1_4;23.0;0.04192018508911133
+SP by Conitzer_7;Urn culture_id 0.1_5;16.0;0.042128562927246094
+SP by Conitzer_7;Urn culture_id 0.1_6;10.0;0.042960405349731445
+SP by Conitzer_7;Urn culture_id 0.1_7;12.0;0.04192233085632324
+SP by Conitzer_7;Urn culture_id 0.1_8;11.0;0.04288506507873535
+SP by Conitzer_7;Urn culture_id 0.1_9;16.0;0.04233264923095703
+SP by Conitzer_7;Norm-Mallows 0.5_0;19.0;0.042879581451416016
+SP by Conitzer_7;Norm-Mallows 0.5_1;16.0;0.041889190673828125
+SP by Conitzer_7;Norm-Mallows 0.5_2;15.0;0.04288458824157715
+SP by Conitzer_7;Norm-Mallows 0.5_3;17.0;0.0418853759765625
+SP by Conitzer_7;Norm-Mallows 0.5_4;12.0;0.04711127281188965
+SP by Conitzer_7;Norm-Mallows 0.5_5;14.0;0.04289102554321289
+SP by Conitzer_7;Norm-Mallows 0.5_6;18.0;0.04397749900817871
+SP by Conitzer_7;Norm-Mallows 0.5_7;17.0;0.04613494873046875
+SP by Conitzer_7;Norm-Mallows 0.5_8;11.0;0.04732012748718262
+SP by Conitzer_7;Norm-Mallows 0.5_9;12.0;0.04411768913269043
+SP by Conitzer_7;Urn culture_id (gamma)_0;15.0;0.042615413665771484
+SP by Conitzer_7;Urn culture_id (gamma)_1;12.0;0.04334211349487305
+SP by Conitzer_7;Urn culture_id (gamma)_2;11.0;0.04218745231628418
+SP by Conitzer_7;Urn culture_id (gamma)_3;11.0;0.04329848289489746
+SP by Conitzer_7;Urn culture_id (gamma)_4;12.0;0.04232382774353027
+SP by Conitzer_7;Urn culture_id (gamma)_5;13.0;0.04248499870300293
+SP by Conitzer_7;Urn culture_id (gamma)_6;13.0;0.043042659759521484
+SP by Conitzer_7;Urn culture_id (gamma)_7;12.0;0.0424959659576416
+SP by Conitzer_7;Urn culture_id (gamma)_8;11.0;0.04233384132385254
+SP by Conitzer_7;Urn culture_id (gamma)_9;12.0;0.04348421096801758
+SP by Conitzer_7;ID;27.0;0.042024850845336914
+SP by Conitzer_7;UN_0;13.0;0.04303932189941406
+SP by Conitzer_7;UN_1;12.0;0.042191267013549805
+SP by Conitzer_7;UN_2;13.0;0.042337656021118164
+SP by Conitzer_7;UN_3;14.0;0.04203343391418457
+SP by Conitzer_7;AN;9.0;0.04834580421447754
+SP by Conitzer_8;SP by Conitzer_9;6.0;0.0504300594329834
+SP by Conitzer_8;SP by Walsh_0;18.0;0.05126786231994629
+SP by Conitzer_8;SP by Walsh_1;17.0;0.05086326599121094
+SP by Conitzer_8;SP by Walsh_2;19.0;0.04787039756774902
+SP by Conitzer_8;SP by Walsh_3;12.0;0.042885541915893555
+SP by Conitzer_8;SP by Walsh_4;21.0;0.04388260841369629
+SP by Conitzer_8;SP by Walsh_5;16.0;0.04288506507873535
+SP by Conitzer_8;SP by Walsh_6;16.0;0.042885541915893555
+SP by Conitzer_8;SP by Walsh_7;13.0;0.04433274269104004
+SP by Conitzer_8;SP by Walsh_8;18.0;0.0419921875
+SP by Conitzer_8;SP by Walsh_9;17.0;0.042885780334472656
+SP by Conitzer_8;SPOC_0;16.0;0.0430445671081543
+SP by Conitzer_8;SPOC_1;14.0;0.04299211502075195
+SP by Conitzer_8;SPOC_2;15.0;0.04188799858093262
+SP by Conitzer_8;SPOC_3;14.0;0.04295778274536133
+SP by Conitzer_8;SPOC_4;12.0;0.04291701316833496
+SP by Conitzer_8;SPOC_5;13.0;0.041890859603881836
+SP by Conitzer_8;SPOC_6;14.0;0.049298763275146484
+SP by Conitzer_8;SPOC_7;17.0;0.05041956901550293
+SP by Conitzer_8;SPOC_8;12.0;0.0514070987701416
+SP by Conitzer_8;SPOC_9;9.0;0.04944658279418945
+SP by Conitzer_8;Group-Separable_0;14.0;0.04295611381530762
+SP by Conitzer_8;Group-Separable_1;10.0;0.04296374320983887
+SP by Conitzer_8;Group-Separable_2;6.0;0.042883872985839844
+SP by Conitzer_8;Group-Separable_3;3.0;0.04288768768310547
+SP by Conitzer_8;Group-Separable_4;6.0;0.04285168647766113
+SP by Conitzer_8;Group-Separable_5;10.0;0.04718279838562012
+SP by Conitzer_8;Group-Separable_6;12.0;0.04288530349731445
+SP by Conitzer_8;Group-Separable_7;13.0;0.04388260841369629
+SP by Conitzer_8;Group-Separable_8;6.0;0.04388260841369629
+SP by Conitzer_8;Group-Separable_9;16.0;0.04219532012939453
+SP by Conitzer_8;Single-Crossing_0;17.0;0.04247593879699707
+SP by Conitzer_8;Single-Crossing_1;18.0;0.043030738830566406
+SP by Conitzer_8;Single-Crossing_2;14.0;0.04320645332336426
+SP by Conitzer_8;Single-Crossing_3;12.0;0.04303312301635742
+SP by Conitzer_8;Single-Crossing_4;14.0;0.043154239654541016
+SP by Conitzer_8;Single-Crossing_5;18.0;0.042035579681396484
+SP by Conitzer_8;Single-Crossing_6;19.0;0.043183326721191406
+SP by Conitzer_8;Single-Crossing_7;19.0;0.04333376884460449
+SP by Conitzer_8;Single-Crossing_8;15.0;0.044589996337890625
+SP by Conitzer_8;Single-Crossing_9;19.0;0.05043911933898926
+SP by Conitzer_8;1D Interval_0;12.0;0.050385475158691406
+SP by Conitzer_8;1D Interval_1;8.0;0.04944586753845215
+SP by Conitzer_8;1D Interval_2;7.0;0.05133771896362305
+SP by Conitzer_8;1D Interval_3;16.0;0.04944610595703125
+SP by Conitzer_8;1D Interval_4;20.0;0.04722905158996582
+SP by Conitzer_8;1D Interval_5;7.0;0.04288649559020996
+SP by Conitzer_8;1D Interval_6;15.0;0.04293465614318848
+SP by Conitzer_8;1D Interval_7;10.0;0.04204130172729492
+SP by Conitzer_8;1D Interval_8;17.0;0.04288840293884277
+SP by Conitzer_8;1D Interval_9;7.0;0.04189419746398926
+SP by Conitzer_8;2D Disc_0;13.0;0.042876243591308594
+SP by Conitzer_8;2D Disc_1;9.0;0.041887521743774414
+SP by Conitzer_8;2D Disc_2;13.0;0.04288506507873535
+SP by Conitzer_8;2D Disc_3;18.0;0.04188847541809082
+SP by Conitzer_8;2D Disc_4;16.0;0.042885541915893555
+SP by Conitzer_8;2D Disc_5;15.0;0.04188823699951172
+SP by Conitzer_8;2D Disc_6;15.0;0.04288816452026367
+SP by Conitzer_8;2D Disc_7;12.0;0.04188990592956543
+SP by Conitzer_8;2D Disc_8;13.0;0.04288053512573242
+SP by Conitzer_8;2D Disc_9;9.0;0.04188823699951172
+SP by Conitzer_8;3D Cube_0;11.0;0.04288482666015625
+SP by Conitzer_8;3D Cube_1;14.0;0.041890621185302734
+SP by Conitzer_8;3D Cube_2;17.0;0.04288315773010254
+SP by Conitzer_8;3D Cube_3;16.0;0.041887521743774414
+SP by Conitzer_8;3D Cube_4;12.0;0.04306936264038086
+SP by Conitzer_8;3D Cube_5;12.0;0.042939186096191406
+SP by Conitzer_8;3D Cube_6;16.0;0.041889190673828125
+SP by Conitzer_8;3D Cube_7;12.0;0.04288506507873535
+SP by Conitzer_8;3D Cube_8;17.0;0.042888641357421875
+SP by Conitzer_8;3D Cube_9;14.0;0.04404282569885254
+SP by Conitzer_8;2D Sphere_0;17.0;0.04296445846557617
+SP by Conitzer_8;2D Sphere_1;15.0;0.04288434982299805
+SP by Conitzer_8;2D Sphere_2;6.0;0.04288530349731445
+SP by Conitzer_8;2D Sphere_3;18.0;0.04544258117675781
+SP by Conitzer_8;2D Sphere_4;10.0;0.042885541915893555
+SP by Conitzer_8;2D Sphere_5;16.0;0.04288530349731445
+SP by Conitzer_8;2D Sphere_6;17.0;0.04185795783996582
+SP by Conitzer_8;2D Sphere_7;11.0;0.04291558265686035
+SP by Conitzer_8;2D Sphere_8;10.0;0.04288506507873535
+SP by Conitzer_8;2D Sphere_9;16.0;0.041887760162353516
+SP by Conitzer_8;3D Sphere_0;17.0;0.042885780334472656
+SP by Conitzer_8;3D Sphere_1;17.0;0.04619145393371582
+SP by Conitzer_8;3D Sphere_2;16.0;0.05050849914550781
+SP by Conitzer_8;3D Sphere_3;13.0;0.05027365684509277
+SP by Conitzer_8;3D Sphere_4;16.0;0.05198240280151367
+SP by Conitzer_8;3D Sphere_5;19.0;0.05051565170288086
+SP by Conitzer_8;3D Sphere_6;14.0;0.05034637451171875
+SP by Conitzer_8;3D Sphere_7;15.0;0.05144023895263672
+SP by Conitzer_8;3D Sphere_8;9.0;0.04942798614501953
+SP by Conitzer_8;3D Sphere_9;16.0;0.051337480545043945
+SP by Conitzer_8;Urn culture_id 0.1_0;14.0;0.05118823051452637
+SP by Conitzer_8;Urn culture_id 0.1_1;15.0;0.05186200141906738
+SP by Conitzer_8;Urn culture_id 0.1_2;18.0;0.05186009407043457
+SP by Conitzer_8;Urn culture_id 0.1_3;16.0;0.05186152458190918
+SP by Conitzer_8;Urn culture_id 0.1_4;24.0;0.05186128616333008
+SP by Conitzer_8;Urn culture_id 0.1_5;15.0;0.052028656005859375
+SP by Conitzer_8;Urn culture_id 0.1_6;17.0;0.05038309097290039
+SP by Conitzer_8;Urn culture_id 0.1_7;15.0;0.05044722557067871
+SP by Conitzer_8;Urn culture_id 0.1_8;12.0;0.050424814224243164
+SP by Conitzer_8;Urn culture_id 0.1_9;15.0;0.051369428634643555
+SP by Conitzer_8;Norm-Mallows 0.5_0;20.0;0.04467344284057617
+SP by Conitzer_8;Norm-Mallows 0.5_1;15.0;0.043335676193237305
+SP by Conitzer_8;Norm-Mallows 0.5_2;18.0;0.04315519332885742
+SP by Conitzer_8;Norm-Mallows 0.5_3;18.0;0.04367423057556152
+SP by Conitzer_8;Norm-Mallows 0.5_4;19.0;0.04255032539367676
+SP by Conitzer_8;Norm-Mallows 0.5_5;19.0;0.04399681091308594
+SP by Conitzer_8;Norm-Mallows 0.5_6;19.0;0.047202110290527344
+SP by Conitzer_8;Norm-Mallows 0.5_7;18.0;0.042608022689819336
+SP by Conitzer_8;Norm-Mallows 0.5_8;14.0;0.04392552375793457
+SP by Conitzer_8;Norm-Mallows 0.5_9;17.0;0.04343438148498535
+SP by Conitzer_8;Urn culture_id (gamma)_0;18.0;0.042589426040649414
+SP by Conitzer_8;Urn culture_id (gamma)_1;15.0;0.04418134689331055
+SP by Conitzer_8;Urn culture_id (gamma)_2;16.0;0.04342246055603027
+SP by Conitzer_8;Urn culture_id (gamma)_3;16.0;0.04310011863708496
+SP by Conitzer_8;Urn culture_id (gamma)_4;13.0;0.04361557960510254
+SP by Conitzer_8;Urn culture_id (gamma)_5;16.0;0.04382586479187012
+SP by Conitzer_8;Urn culture_id (gamma)_6;18.0;0.04351401329040527
+SP by Conitzer_8;Urn culture_id (gamma)_7;17.0;0.04303383827209473
+SP by Conitzer_8;Urn culture_id (gamma)_8;16.0;0.04235959053039551
+SP by Conitzer_8;Urn culture_id (gamma)_9;15.0;0.04343819618225098
+SP by Conitzer_8;ID;30.0;0.043810129165649414
+SP by Conitzer_8;UN_0;18.0;0.042501211166381836
+SP by Conitzer_8;UN_1;17.0;0.0433344841003418
+SP by Conitzer_8;UN_2;18.0;0.0435335636138916
+SP by Conitzer_8;UN_3;19.0;0.04245615005493164
+SP by Conitzer_8;AN;6.0;0.04333686828613281
+SP by Conitzer_9;SP by Walsh_0;18.0;0.04119682312011719
+SP by Conitzer_9;SP by Walsh_1;15.0;0.04120469093322754
+SP by Conitzer_9;SP by Walsh_2;17.0;0.04149174690246582
+SP by Conitzer_9;SP by Walsh_3;14.0;0.04300069808959961
+SP by Conitzer_9;SP by Walsh_4;19.0;0.04266238212585449
+SP by Conitzer_9;SP by Walsh_5;14.0;0.041344404220581055
+SP by Conitzer_9;SP by Walsh_6;14.0;0.04126787185668945
+SP by Conitzer_9;SP by Walsh_7;13.0;0.041335105895996094
+SP by Conitzer_9;SP by Walsh_8;16.0;0.04149913787841797
+SP by Conitzer_9;SP by Walsh_9;15.0;0.040795326232910156
+SP by Conitzer_9;SPOC_0;14.0;0.0415041446685791
+SP by Conitzer_9;SPOC_1;16.0;0.04226398468017578
+SP by Conitzer_9;SPOC_2;15.0;0.042769670486450195
+SP by Conitzer_9;SPOC_3;16.0;0.04343104362487793
+SP by Conitzer_9;SPOC_4;12.0;0.04089069366455078
+SP by Conitzer_9;SPOC_5;11.0;0.04188942909240723
+SP by Conitzer_9;SPOC_6;16.0;0.04089188575744629
+SP by Conitzer_9;SPOC_7;17.0;0.04188728332519531
+SP by Conitzer_9;SPOC_8;16.0;0.040895700454711914
+SP by Conitzer_9;SPOC_9;11.0;0.04188132286071777
+SP by Conitzer_9;Group-Separable_0;14.0;0.04089188575744629
+SP by Conitzer_9;Group-Separable_1;10.0;0.04088878631591797
+SP by Conitzer_9;Group-Separable_2;10.0;0.041889190673828125
+SP by Conitzer_9;Group-Separable_3;7.0;0.040889739990234375
+SP by Conitzer_9;Group-Separable_4;2.0;0.04188847541809082
+SP by Conitzer_9;Group-Separable_5;14.0;0.04089045524597168
+SP by Conitzer_9;Group-Separable_6;12.0;0.04188823699951172
+SP by Conitzer_9;Group-Separable_7;15.0;0.04089760780334473
+SP by Conitzer_9;Group-Separable_8;2.0;0.04088306427001953
+SP by Conitzer_9;Group-Separable_9;16.0;0.04189038276672363
+SP by Conitzer_9;Single-Crossing_0;13.0;0.04092597961425781
+SP by Conitzer_9;Single-Crossing_1;18.0;0.04188680648803711
+SP by Conitzer_9;Single-Crossing_2;12.0;0.04088759422302246
+SP by Conitzer_9;Single-Crossing_3;14.0;0.04301643371582031
+SP by Conitzer_9;Single-Crossing_4;14.0;0.047350168228149414
+SP by Conitzer_9;Single-Crossing_5;16.0;0.04088473320007324
+SP by Conitzer_9;Single-Crossing_6;15.0;0.040892839431762695
+SP by Conitzer_9;Single-Crossing_7;17.0;0.04088759422302246
+SP by Conitzer_9;Single-Crossing_8;13.0;0.04104781150817871
+SP by Conitzer_9;Single-Crossing_9;15.0;0.04089045524597168
+SP by Conitzer_9;1D Interval_0;10.0;0.04089212417602539
+SP by Conitzer_9;1D Interval_1;2.0;0.041886329650878906
+SP by Conitzer_9;1D Interval_2;9.0;0.04089188575744629
+SP by Conitzer_9;1D Interval_3;14.0;0.040889739990234375
+SP by Conitzer_9;1D Interval_4;14.0;0.040892839431762695
+SP by Conitzer_9;1D Interval_5;7.0;0.0409696102142334
+SP by Conitzer_9;1D Interval_6;13.0;0.04088950157165527
+SP by Conitzer_9;1D Interval_7;4.0;0.040892839431762695
+SP by Conitzer_9;1D Interval_8;11.0;0.04088878631591797
+SP by Conitzer_9;1D Interval_9;3.0;0.04089021682739258
+SP by Conitzer_9;2D Disc_0;9.0;0.04089236259460449
+SP by Conitzer_9;2D Disc_1;13.0;0.04089045524597168
+SP by Conitzer_9;2D Disc_2;15.0;0.04088997840881348
+SP by Conitzer_9;2D Disc_3;14.0;0.040891170501708984
+SP by Conitzer_9;2D Disc_4;12.0;0.040889739990234375
+SP by Conitzer_9;2D Disc_5;15.0;0.040892839431762695
+SP by Conitzer_9;2D Disc_6;15.0;0.04088854789733887
+SP by Conitzer_9;2D Disc_7;14.0;0.04089093208312988
+SP by Conitzer_9;2D Disc_8;15.0;0.04288482666015625
+SP by Conitzer_9;2D Disc_9;9.0;0.04089164733886719
+SP by Conitzer_9;3D Cube_0;9.0;0.04089021682739258
+SP by Conitzer_9;3D Cube_1;14.0;0.040892601013183594
+SP by Conitzer_9;3D Cube_2;15.0;0.04088878631591797
+SP by Conitzer_9;3D Cube_3;14.0;0.04089021682739258
+SP by Conitzer_9;3D Cube_4;12.0;0.04089188575744629
+SP by Conitzer_9;3D Cube_5;10.0;0.04089236259460449
+SP by Conitzer_9;3D Cube_6;16.0;0.041886091232299805
+SP by Conitzer_9;3D Cube_7;10.0;0.04088997840881348
+SP by Conitzer_9;3D Cube_8;17.0;0.0408935546875
+SP by Conitzer_9;3D Cube_9;12.0;0.04088711738586426
+SP by Conitzer_9;2D Sphere_0;15.0;0.040891170501708984
+SP by Conitzer_9;2D Sphere_1;17.0;0.04089164733886719
+SP by Conitzer_9;2D Sphere_2;6.0;0.04188680648803711
+SP by Conitzer_9;2D Sphere_3;16.0;0.04089713096618652
+SP by Conitzer_9;2D Sphere_4;12.0;0.04088425636291504
+SP by Conitzer_9;2D Sphere_5;16.0;0.04089713096618652
+SP by Conitzer_9;2D Sphere_6;17.0;0.04088449478149414
+SP by Conitzer_9;2D Sphere_7;15.0;0.04089045524597168
+SP by Conitzer_9;2D Sphere_8;10.0;0.04089188575744629
+SP by Conitzer_9;2D Sphere_9;16.0;0.04188680648803711
+SP by Conitzer_9;3D Sphere_0;13.0;0.040891170501708984
+SP by Conitzer_9;3D Sphere_1;17.0;0.04687380790710449
+SP by Conitzer_9;3D Sphere_2;14.0;0.041887760162353516
+SP by Conitzer_9;3D Sphere_3;11.0;0.04188823699951172
+SP by Conitzer_9;3D Sphere_4;14.0;0.04089069366455078
+SP by Conitzer_9;3D Sphere_5;17.0;0.04188799858093262
+SP by Conitzer_9;3D Sphere_6;14.0;0.04089093208312988
+SP by Conitzer_9;3D Sphere_7;13.0;0.04189109802246094
+SP by Conitzer_9;3D Sphere_8;11.0;0.04202580451965332
+SP by Conitzer_9;3D Sphere_9;16.0;0.04088997840881348
+SP by Conitzer_9;Urn culture_id 0.1_0;14.0;0.040888071060180664
+SP by Conitzer_9;Urn culture_id 0.1_1;15.0;0.0410311222076416
+SP by Conitzer_9;Urn culture_id 0.1_2;16.0;0.042346954345703125
+SP by Conitzer_9;Urn culture_id 0.1_3;16.0;0.041887760162353516
+SP by Conitzer_9;Urn culture_id 0.1_4;18.0;0.04089069366455078
+SP by Conitzer_9;Urn culture_id 0.1_5;13.0;0.0408933162689209
+SP by Conitzer_9;Urn culture_id 0.1_6;17.0;0.04088926315307617
+SP by Conitzer_9;Urn culture_id 0.1_7;15.0;0.04088997840881348
+SP by Conitzer_9;Urn culture_id 0.1_8;14.0;0.04089045524597168
+SP by Conitzer_9;Urn culture_id 0.1_9;13.0;0.04089021682739258
+SP by Conitzer_9;Norm-Mallows 0.5_0;16.0;0.04089069366455078
+SP by Conitzer_9;Norm-Mallows 0.5_1;13.0;0.04089474678039551
+SP by Conitzer_9;Norm-Mallows 0.5_2;18.0;0.04088711738586426
+SP by Conitzer_9;Norm-Mallows 0.5_3;16.0;0.040895700454711914
+SP by Conitzer_9;Norm-Mallows 0.5_4;17.0;0.04092240333557129
+SP by Conitzer_9;Norm-Mallows 0.5_5;19.0;0.041883230209350586
+SP by Conitzer_9;Norm-Mallows 0.5_6;15.0;0.04089236259460449
+SP by Conitzer_9;Norm-Mallows 0.5_7;16.0;0.04645681381225586
+SP by Conitzer_9;Norm-Mallows 0.5_8;14.0;0.04116225242614746
+SP by Conitzer_9;Norm-Mallows 0.5_9;17.0;0.04197096824645996
+SP by Conitzer_9;Urn culture_id (gamma)_0;18.0;0.0409243106842041
+SP by Conitzer_9;Urn culture_id (gamma)_1;17.0;0.04188656806945801
+SP by Conitzer_9;Urn culture_id (gamma)_2;16.0;0.04204082489013672
+SP by Conitzer_9;Urn culture_id (gamma)_3;14.0;0.04089498519897461
+SP by Conitzer_9;Urn culture_id (gamma)_4;15.0;0.041886329650878906
+SP by Conitzer_9;Urn culture_id (gamma)_5;18.0;0.0418858528137207
+SP by Conitzer_9;Urn culture_id (gamma)_6;18.0;0.0408930778503418
+SP by Conitzer_9;Urn culture_id (gamma)_7;17.0;0.0418851375579834
+SP by Conitzer_9;Urn culture_id (gamma)_8;14.0;0.04188799858093262
+SP by Conitzer_9;Urn culture_id (gamma)_9;17.0;0.04089713096618652
+SP by Conitzer_9;ID;24.0;0.041882991790771484
+SP by Conitzer_9;UN_0;18.0;0.04089164733886719
+SP by Conitzer_9;UN_1;17.0;0.0418858528137207
+SP by Conitzer_9;UN_2;18.0;0.04089474678039551
+SP by Conitzer_9;UN_3;19.0;0.0420377254486084
+SP by Conitzer_9;AN;12.0;0.04105734825134277
+SP by Walsh_0;SP by Walsh_1;7.0;0.04388093948364258
+SP by Walsh_0;SP by Walsh_2;7.0;0.04403376579284668
+SP by Walsh_0;SP by Walsh_3;10.0;0.043064117431640625
+SP by Walsh_0;SP by Walsh_4;3.0;0.04402637481689453
+SP by Walsh_0;SP by Walsh_5;10.0;0.0438845157623291
+SP by Walsh_0;SP by Walsh_6;8.0;0.04387998580932617
+SP by Walsh_0;SP by Walsh_7;7.0;0.043996572494506836
+SP by Walsh_0;SP by Walsh_8;8.0;0.04391884803771973
+SP by Walsh_0;SP by Walsh_9;7.0;0.043879032135009766
+SP by Walsh_0;SPOC_0;12.0;0.044033050537109375
+SP by Walsh_0;SPOC_1;12.0;0.04288530349731445
+SP by Walsh_0;SPOC_2;13.0;0.0438847541809082
+SP by Walsh_0;SPOC_3;12.0;0.04403352737426758
+SP by Walsh_0;SPOC_4;16.0;0.04388117790222168
+SP by Walsh_0;SPOC_5;13.0;0.04403042793273926
+SP by Walsh_0;SPOC_6;10.0;0.04288673400878906
+SP by Walsh_0;SPOC_7;11.0;0.043985605239868164
+SP by Walsh_0;SPOC_8;18.0;0.04388785362243652
+SP by Walsh_0;SPOC_9;15.0;0.04388070106506348
+SP by Walsh_0;Group-Separable_0;18.0;0.04387950897216797
+SP by Walsh_0;Group-Separable_1;12.0;0.042885780334472656
+SP by Walsh_0;Group-Separable_2;16.0;0.044035911560058594
+SP by Walsh_0;Group-Separable_3;19.0;0.04388308525085449
+SP by Walsh_0;Group-Separable_4;20.0;0.04388236999511719
+SP by Walsh_0;Group-Separable_5;16.0;0.04388260841369629
+SP by Walsh_0;Group-Separable_6;16.0;0.04285383224487305
+SP by Walsh_0;Group-Separable_7;13.0;0.04405617713928223
+SP by Walsh_0;Group-Separable_8;20.0;0.04488039016723633
+SP by Walsh_0;Group-Separable_9;16.0;0.0429837703704834
+SP by Walsh_0;Single-Crossing_0;11.0;0.043848276138305664
+SP by Walsh_0;Single-Crossing_1;10.0;0.04291892051696777
+SP by Walsh_0;Single-Crossing_2;12.0;0.04388308525085449
+SP by Walsh_0;Single-Crossing_3;16.0;0.042883872985839844
+SP by Walsh_0;Single-Crossing_4;10.0;0.04388236999511719
+SP by Walsh_0;Single-Crossing_5;8.0;0.04288792610168457
+SP by Walsh_0;Single-Crossing_6;11.0;0.04288482666015625
+SP by Walsh_0;Single-Crossing_7;11.0;0.04388093948364258
+SP by Walsh_0;Single-Crossing_8;13.0;0.042885541915893555
+SP by Walsh_0;Single-Crossing_9;9.0;0.04288506507873535
+SP by Walsh_0;1D Interval_0;8.0;0.043883323669433594
+SP by Walsh_0;1D Interval_1;18.0;0.04288458824157715
+SP by Walsh_0;1D Interval_2;11.0;0.04404258728027344
+SP by Walsh_0;1D Interval_3;8.0;0.04288530349731445
+SP by Walsh_0;1D Interval_4;18.0;0.043883562088012695
+SP by Walsh_0;1D Interval_5;11.0;0.04288458824157715
+SP by Walsh_0;1D Interval_6;13.0;0.0438847541809082
+SP by Walsh_0;1D Interval_7;18.0;0.042975664138793945
+SP by Walsh_0;1D Interval_8;15.0;0.04302978515625
+SP by Walsh_0;1D Interval_9;15.0;0.04303407669067383
+SP by Walsh_0;2D Disc_0;15.0;0.04391670227050781
+SP by Walsh_0;2D Disc_1;13.0;0.04388093948364258
+SP by Walsh_0;2D Disc_2;11.0;0.04288601875305176
+SP by Walsh_0;2D Disc_3;12.0;0.04304242134094238
+SP by Walsh_0;2D Disc_4;10.0;0.04397463798522949
+SP by Walsh_0;2D Disc_5;9.0;0.04388308525085449
+SP by Walsh_0;2D Disc_6;13.0;0.04304623603820801
+SP by Walsh_0;2D Disc_7;10.0;0.04288458824157715
+SP by Walsh_0;2D Disc_8;15.0;0.04412651062011719
+SP by Walsh_0;2D Disc_9;13.0;0.04288434982299805
+SP by Walsh_0;3D Cube_0;13.0;0.04388546943664551
+SP by Walsh_0;3D Cube_1;14.0;0.0430445671081543
+SP by Walsh_0;3D Cube_2;11.0;0.043877363204956055
+SP by Walsh_0;3D Cube_3;8.0;0.043045997619628906
+SP by Walsh_0;3D Cube_4;8.0;0.04388093948364258
+SP by Walsh_0;3D Cube_5;10.0;0.04303908348083496
+SP by Walsh_0;3D Cube_6;10.0;0.043884992599487305
+SP by Walsh_0;3D Cube_7;12.0;0.042885780334472656
+SP by Walsh_0;3D Cube_8;9.0;0.04316115379333496
+SP by Walsh_0;3D Cube_9;12.0;0.043883562088012695
+SP by Walsh_0;2D Sphere_0;11.0;0.04288458824157715
+SP by Walsh_0;2D Sphere_1;11.0;0.04388236999511719
+SP by Walsh_0;2D Sphere_2;12.0;0.04288768768310547
+SP by Walsh_0;2D Sphere_3;8.0;0.045976877212524414
+SP by Walsh_0;2D Sphere_4;12.0;0.04484844207763672
+SP by Walsh_0;2D Sphere_5;12.0;0.04391670227050781
+SP by Walsh_0;2D Sphere_6;9.0;0.042883872985839844
+SP by Walsh_0;2D Sphere_7;13.0;0.04385042190551758
+SP by Walsh_0;2D Sphere_8;12.0;0.043914794921875
+SP by Walsh_0;2D Sphere_9;10.0;0.04388260841369629
+SP by Walsh_0;3D Sphere_0;9.0;0.04388856887817383
+SP by Walsh_0;3D Sphere_1;11.0;0.042879343032836914
+SP by Walsh_0;3D Sphere_2;12.0;0.04288530349731445
+SP by Walsh_0;3D Sphere_3;11.0;0.04388308525085449
+SP by Walsh_0;3D Sphere_4;12.0;0.04288673400878906
+SP by Walsh_0;3D Sphere_5;13.0;0.04388070106506348
+SP by Walsh_0;3D Sphere_6;14.0;0.04288530349731445
+SP by Walsh_0;3D Sphere_7;11.0;0.04388308525085449
+SP by Walsh_0;3D Sphere_8;15.0;0.042885780334472656
+SP by Walsh_0;3D Sphere_9;10.0;0.04388141632080078
+SP by Walsh_0;Urn culture_id 0.1_0;12.0;0.042893171310424805
+SP by Walsh_0;Urn culture_id 0.1_1;11.0;0.04299664497375488
+SP by Walsh_0;Urn culture_id 0.1_2;12.0;0.04388236999511719
+SP by Walsh_0;Urn culture_id 0.1_3;12.0;0.04288530349731445
+SP by Walsh_0;Urn culture_id 0.1_4;14.0;0.04388570785522461
+SP by Walsh_0;Urn culture_id 0.1_5;15.0;0.04288482666015625
+SP by Walsh_0;Urn culture_id 0.1_6;11.0;0.04285001754760742
+SP by Walsh_0;Urn culture_id 0.1_7;13.0;0.04603695869445801
+SP by Walsh_0;Urn culture_id 0.1_8;18.0;0.04388308525085449
+SP by Walsh_0;Urn culture_id 0.1_9;9.0;0.04388260841369629
+SP by Walsh_0;Norm-Mallows 0.5_0;12.0;0.04388260841369629
+SP by Walsh_0;Norm-Mallows 0.5_1;11.0;0.04288768768310547
+SP by Walsh_0;Norm-Mallows 0.5_2;12.0;0.043880462646484375
+SP by Walsh_0;Norm-Mallows 0.5_3;12.0;0.0438845157623291
+SP by Walsh_0;Norm-Mallows 0.5_4;9.0;0.04288339614868164
+SP by Walsh_0;Norm-Mallows 0.5_5;9.0;0.04288530349731445
+SP by Walsh_0;Norm-Mallows 0.5_6;9.0;0.04388236999511719
+SP by Walsh_0;Norm-Mallows 0.5_7;12.0;0.042885541915893555
+SP by Walsh_0;Norm-Mallows 0.5_8;10.0;0.04388260841369629
+SP by Walsh_0;Norm-Mallows 0.5_9;9.0;0.04288530349731445
+SP by Walsh_0;Urn culture_id (gamma)_0;12.0;0.04388618469238281
+SP by Walsh_0;Urn culture_id (gamma)_1;13.0;0.04288220405578613
+SP by Walsh_0;Urn culture_id (gamma)_2;14.0;0.04388236999511719
+SP by Walsh_0;Urn culture_id (gamma)_3;10.0;0.04288530349731445
+SP by Walsh_0;Urn culture_id (gamma)_4;13.0;0.04388260841369629
+SP by Walsh_0;Urn culture_id (gamma)_5;16.0;0.04288530349731445
+SP by Walsh_0;Urn culture_id (gamma)_6;12.0;0.04388594627380371
+SP by Walsh_0;Urn culture_id (gamma)_7;15.0;0.042884111404418945
+SP by Walsh_0;Urn culture_id (gamma)_8;10.0;0.04388070106506348
+SP by Walsh_0;Urn culture_id (gamma)_9;15.0;0.042891740798950195
+SP by Walsh_0;ID;18.0;0.04387664794921875
+SP by Walsh_0;UN_0;16.0;0.04503965377807617
+SP by Walsh_0;UN_1;17.0;0.04388308525085449
+SP by Walsh_0;UN_2;18.0;0.04388260841369629
+SP by Walsh_0;UN_3;17.0;0.04288530349731445
+SP by Walsh_0;AN;20.0;0.04388308525085449
+SP by Walsh_1;SP by Walsh_2;2.0;0.04188728332519531
+SP by Walsh_1;SP by Walsh_3;7.0;0.04089093208312988
+SP by Walsh_1;SP by Walsh_4;8.0;0.04089069366455078
+SP by Walsh_1;SP by Walsh_5;9.0;0.04089212417602539
+SP by Walsh_1;SP by Walsh_6;5.0;0.04096221923828125
+SP by Walsh_1;SP by Walsh_7;6.0;0.04189443588256836
+SP by Walsh_1;SP by Walsh_8;7.0;0.04088544845581055
+SP by Walsh_1;SP by Walsh_9;6.0;0.04088950157165527
+SP by Walsh_1;SPOC_0;9.0;0.041887760162353516
+SP by Walsh_1;SPOC_1;13.0;0.0408935546875
+SP by Walsh_1;SPOC_2;12.0;0.04088854789733887
+SP by Walsh_1;SPOC_3;13.0;0.04089021682739258
+SP by Walsh_1;SPOC_4;13.0;0.04188847541809082
+SP by Walsh_1;SPOC_5;16.0;0.04089021682739258
+SP by Walsh_1;SPOC_6;11.0;0.04089164733886719
+SP by Walsh_1;SPOC_7;8.0;0.04188942909240723
+SP by Walsh_1;SPOC_8;17.0;0.040891408920288086
+SP by Walsh_1;SPOC_9;16.0;0.04088711738586426
+SP by Walsh_1;Group-Separable_0;15.0;0.04492902755737305
+SP by Walsh_1;Group-Separable_1;13.0;0.040891408920288086
+SP by Walsh_1;Group-Separable_2;15.0;0.040889739990234375
+SP by Walsh_1;Group-Separable_3;18.0;0.040891170501708984
+SP by Walsh_1;Group-Separable_4;17.0;0.041887521743774414
+SP by Walsh_1;Group-Separable_5;19.0;0.0408930778503418
+SP by Walsh_1;Group-Separable_6;17.0;0.040888071060180664
+SP by Walsh_1;Group-Separable_7;16.0;0.04189467430114746
+SP by Walsh_1;Group-Separable_8;17.0;0.040923118591308594
+SP by Walsh_1;Group-Separable_9;15.0;0.040891170501708984
+SP by Walsh_1;Single-Crossing_0;12.0;0.040894269943237305
+SP by Walsh_1;Single-Crossing_1;13.0;0.040886878967285156
+SP by Walsh_1;Single-Crossing_2;11.0;0.04102802276611328
+SP by Walsh_1;Single-Crossing_3;13.0;0.040888309478759766
+SP by Walsh_1;Single-Crossing_4;9.0;0.04093623161315918
+SP by Walsh_1;Single-Crossing_5;11.0;0.0421757698059082
+SP by Walsh_1;Single-Crossing_6;8.0;0.04110264778137207
+SP by Walsh_1;Single-Crossing_7;8.0;0.041927337646484375
+SP by Walsh_1;Single-Crossing_8;10.0;0.04101419448852539
+SP by Walsh_1;Single-Crossing_9;8.0;0.04094195365905762
+SP by Walsh_1;1D Interval_0;9.0;0.04204154014587402
+SP by Walsh_1;1D Interval_1;15.0;0.04101252555847168
+SP by Walsh_1;1D Interval_2;12.0;0.04192852973937988
+SP by Walsh_1;1D Interval_3;11.0;0.04093313217163086
+SP by Walsh_1;1D Interval_4;13.0;0.042146921157836914
+SP by Walsh_1;1D Interval_5;10.0;0.04094386100769043
+SP by Walsh_1;1D Interval_6;14.0;0.041051387786865234
+SP by Walsh_1;1D Interval_7;15.0;0.04105949401855469
+SP by Walsh_1;1D Interval_8;14.0;0.041181325912475586
+SP by Walsh_1;1D Interval_9;14.0;0.04107475280761719
+SP by Walsh_1;2D Disc_0;10.0;0.04099750518798828
+SP by Walsh_1;2D Disc_1;14.0;0.0408930778503418
+SP by Walsh_1;2D Disc_2;10.0;0.03999948501586914
+SP by Walsh_1;2D Disc_3;7.0;0.04086017608642578
+SP by Walsh_1;2D Disc_4;13.0;0.040888309478759766
+SP by Walsh_1;2D Disc_5;4.0;0.0409235954284668
+SP by Walsh_1;2D Disc_6;12.0;0.04185652732849121
+SP by Walsh_1;2D Disc_7;7.0;0.04104185104370117
+SP by Walsh_1;2D Disc_8;14.0;0.04101705551147461
+SP by Walsh_1;2D Disc_9;12.0;0.04128551483154297
+SP by Walsh_1;3D Cube_0;12.0;0.04085850715637207
+SP by Walsh_1;3D Cube_1;15.0;0.04092240333557129
+SP by Walsh_1;3D Cube_2;12.0;0.04090166091918945
+SP by Walsh_1;3D Cube_3;11.0;0.04091954231262207
+SP by Walsh_1;3D Cube_4;9.0;0.0408937931060791
+SP by Walsh_1;3D Cube_5;9.0;0.04093027114868164
+SP by Walsh_1;3D Cube_6;9.0;0.040860652923583984
+SP by Walsh_1;3D Cube_7;13.0;0.0450892448425293
+SP by Walsh_1;3D Cube_8;12.0;0.04388260841369629
+SP by Walsh_1;3D Cube_9;13.0;0.04389452934265137
+SP by Walsh_1;2D Sphere_0;12.0;0.042848825454711914
+SP by Walsh_1;2D Sphere_1;8.0;0.04089188575744629
+SP by Walsh_1;2D Sphere_2;11.0;0.041918277740478516
+SP by Walsh_1;2D Sphere_3;9.0;0.04188799858093262
+SP by Walsh_1;2D Sphere_4;11.0;0.041890621185302734
+SP by Walsh_1;2D Sphere_5;13.0;0.04085683822631836
+SP by Walsh_1;2D Sphere_6;10.0;0.048900604248046875
+SP by Walsh_1;2D Sphere_7;12.0;0.0408937931060791
+SP by Walsh_1;2D Sphere_8;13.0;0.04103541374206543
+SP by Walsh_1;2D Sphere_9;9.0;0.04088616371154785
+SP by Walsh_1;3D Sphere_0;8.0;0.040982723236083984
+SP by Walsh_1;3D Sphere_1;14.0;0.04108691215515137
+SP by Walsh_1;3D Sphere_2;13.0;0.040894508361816406
+SP by Walsh_1;3D Sphere_3;6.0;0.04089212417602539
+SP by Walsh_1;3D Sphere_4;11.0;0.04189276695251465
+SP by Walsh_1;3D Sphere_5;12.0;0.04192209243774414
+SP by Walsh_1;3D Sphere_6;15.0;0.04109930992126465
+SP by Walsh_1;3D Sphere_7;12.0;0.04188942909240723
+SP by Walsh_1;3D Sphere_8;14.0;0.04199695587158203
+SP by Walsh_1;3D Sphere_9;11.0;0.04212546348571777
+SP by Walsh_1;Urn culture_id 0.1_0;15.0;0.042169809341430664
+SP by Walsh_1;Urn culture_id 0.1_1;10.0;0.042134761810302734
+SP by Walsh_1;Urn culture_id 0.1_2;11.0;0.04724431037902832
+SP by Walsh_1;Urn culture_id 0.1_3;9.0;0.04910564422607422
+SP by Walsh_1;Urn culture_id 0.1_4;15.0;0.048354387283325195
+SP by Walsh_1;Urn culture_id 0.1_5;14.0;0.04201078414916992
+SP by Walsh_1;Urn culture_id 0.1_6;14.0;0.04188370704650879
+SP by Walsh_1;Urn culture_id 0.1_7;12.0;0.040891408920288086
+SP by Walsh_1;Urn culture_id 0.1_8;17.0;0.04100155830383301
+SP by Walsh_1;Urn culture_id 0.1_9;12.0;0.041887521743774414
+SP by Walsh_1;Norm-Mallows 0.5_0;13.0;0.0419766902923584
+SP by Walsh_1;Norm-Mallows 0.5_1;8.0;0.04109454154968262
+SP by Walsh_1;Norm-Mallows 0.5_2;11.0;0.04186391830444336
+SP by Walsh_1;Norm-Mallows 0.5_3;9.0;0.04116940498352051
+SP by Walsh_1;Norm-Mallows 0.5_4;8.0;0.0408937931060791
+SP by Walsh_1;Norm-Mallows 0.5_5;8.0;0.041290283203125
+SP by Walsh_1;Norm-Mallows 0.5_6;10.0;0.04110240936279297
+SP by Walsh_1;Norm-Mallows 0.5_7;11.0;0.04105043411254883
+SP by Walsh_1;Norm-Mallows 0.5_8;9.0;0.040886878967285156
+SP by Walsh_1;Norm-Mallows 0.5_9;10.0;0.0408930778503418
+SP by Walsh_1;Urn culture_id (gamma)_0;13.0;0.04092669486999512
+SP by Walsh_1;Urn culture_id (gamma)_1;14.0;0.04097390174865723
+SP by Walsh_1;Urn culture_id (gamma)_2;13.0;0.041887760162353516
+SP by Walsh_1;Urn culture_id (gamma)_3;9.0;0.04089093208312988
+SP by Walsh_1;Urn culture_id (gamma)_4;14.0;0.0408930778503418
+SP by Walsh_1;Urn culture_id (gamma)_5;19.0;0.042022705078125
+SP by Walsh_1;Urn culture_id (gamma)_6;13.0;0.04089236259460449
+SP by Walsh_1;Urn culture_id (gamma)_7;18.0;0.04718446731567383
+SP by Walsh_1;Urn culture_id (gamma)_8;11.0;0.0491642951965332
+SP by Walsh_1;Urn culture_id (gamma)_9;14.0;0.05035877227783203
+SP by Walsh_1;ID;17.0;0.040233612060546875
+SP by Walsh_1;UN_0;19.0;0.04236245155334473
+SP by Walsh_1;UN_1;18.0;0.04519534111022949
+SP by Walsh_1;UN_2;19.0;0.04052615165710449
+SP by Walsh_1;UN_3;18.0;0.04929065704345703
+SP by Walsh_1;AN;19.0;0.04750680923461914
+SP by Walsh_2;SP by Walsh_3;7.0;0.048616647720336914
+SP by Walsh_2;SP by Walsh_4;6.0;0.048491477966308594
+SP by Walsh_2;SP by Walsh_5;7.0;0.04851722717285156
+SP by Walsh_2;SP by Walsh_6;3.0;0.05045175552368164
+SP by Walsh_2;SP by Walsh_7;6.0;0.04845833778381348
+SP by Walsh_2;SP by Walsh_8;5.0;0.042005062103271484
+SP by Walsh_2;SP by Walsh_9;4.0;0.04097127914428711
+SP by Walsh_2;SPOC_0;9.0;0.04188823699951172
+SP by Walsh_2;SPOC_1;15.0;0.04089069366455078
+SP by Walsh_2;SPOC_2;14.0;0.04089236259460449
+SP by Walsh_2;SPOC_3;13.0;0.04088878631591797
+SP by Walsh_2;SPOC_4;15.0;0.040891170501708984
+SP by Walsh_2;SPOC_5;16.0;0.042887210845947266
+SP by Walsh_2;SPOC_6;11.0;0.04097294807434082
+SP by Walsh_2;SPOC_7;8.0;0.04504537582397461
+SP by Walsh_2;SPOC_8;17.0;0.04943418502807617
+SP by Walsh_2;SPOC_9;16.0;0.045235395431518555
+SP by Walsh_2;Group-Separable_0;15.0;0.04098629951477051
+SP by Walsh_2;Group-Separable_1;15.0;0.04004979133605957
+SP by Walsh_2;Group-Separable_2;17.0;0.040891408920288086
+SP by Walsh_2;Group-Separable_3;20.0;0.040892839431762695
+SP by Walsh_2;Group-Separable_4;19.0;0.04088878631591797
+SP by Walsh_2;Group-Separable_5;17.0;0.040891170501708984
+SP by Walsh_2;Group-Separable_6;17.0;0.04089236259460449
+SP by Walsh_2;Group-Separable_7;16.0;0.04100513458251953
+SP by Walsh_2;Group-Separable_8;19.0;0.040889739990234375
+SP by Walsh_2;Group-Separable_9;15.0;0.04088902473449707
+SP by Walsh_2;Single-Crossing_0;12.0;0.040892601013183594
+SP by Walsh_2;Single-Crossing_1;13.0;0.039893388748168945
+SP by Walsh_2;Single-Crossing_2;13.0;0.041930437088012695
+SP by Walsh_2;Single-Crossing_3;13.0;0.04088926315307617
+SP by Walsh_2;Single-Crossing_4;11.0;0.040889739990234375
+SP by Walsh_2;Single-Crossing_5;13.0;0.04004049301147461
+SP by Walsh_2;Single-Crossing_6;8.0;0.04285311698913574
+SP by Walsh_2;Single-Crossing_7;6.0;0.04092288017272949
+SP by Walsh_2;Single-Crossing_8;12.0;0.0408933162689209
+SP by Walsh_2;Single-Crossing_9;6.0;0.04194474220275879
+SP by Walsh_2;1D Interval_0;11.0;0.040924072265625
+SP by Walsh_2;1D Interval_1;17.0;0.039893150329589844
+SP by Walsh_2;1D Interval_2;14.0;0.041213274002075195
+SP by Walsh_2;1D Interval_3;9.0;0.043154001235961914
+SP by Walsh_2;1D Interval_4;15.0;0.0410001277923584
+SP by Walsh_2;1D Interval_5;12.0;0.040892839431762695
+SP by Walsh_2;1D Interval_6;16.0;0.0418858528137207
+SP by Walsh_2;1D Interval_7;17.0;0.04089164733886719
+SP by Walsh_2;1D Interval_8;16.0;0.039893150329589844
+SP by Walsh_2;1D Interval_9;16.0;0.04088902473449707
+SP by Walsh_2;2D Disc_0;12.0;0.04089093208312988
+SP by Walsh_2;2D Disc_1;14.0;0.04089188575744629
+SP by Walsh_2;2D Disc_2;12.0;0.040889739990234375
+SP by Walsh_2;2D Disc_3;7.0;0.04188990592956543
+SP by Walsh_2;2D Disc_4;13.0;0.04093194007873535
+SP by Walsh_2;2D Disc_5;4.0;0.040891408920288086
+SP by Walsh_2;2D Disc_6;12.0;0.04099559783935547
+SP by Walsh_2;2D Disc_7;9.0;0.04093480110168457
+SP by Walsh_2;2D Disc_8;14.0;0.04999113082885742
+SP by Walsh_2;2D Disc_9;14.0;0.041591644287109375
+SP by Walsh_2;3D Cube_0;14.0;0.04084920883178711
+SP by Walsh_2;3D Cube_1;15.0;0.04165935516357422
+SP by Walsh_2;3D Cube_2;12.0;0.043741703033447266
+SP by Walsh_2;3D Cube_3;13.0;0.04398798942565918
+SP by Walsh_2;3D Cube_4;11.0;0.0493013858795166
+SP by Walsh_2;3D Cube_5;11.0;0.05241537094116211
+SP by Walsh_2;3D Cube_6;7.0;0.05149507522583008
+SP by Walsh_2;3D Cube_7;13.0;0.04820752143859863
+SP by Walsh_2;3D Cube_8;12.0;0.04416322708129883
+SP by Walsh_2;3D Cube_9;13.0;0.04197072982788086
+SP by Walsh_2;2D Sphere_0;12.0;0.04207634925842285
+SP by Walsh_2;2D Sphere_1;10.0;0.04192304611206055
+SP by Walsh_2;2D Sphere_2;13.0;0.07095146179199219
+SP by Walsh_2;2D Sphere_3;9.0;0.14045262336730957
+SP by Walsh_2;2D Sphere_4;11.0;0.09585309028625488
+SP by Walsh_2;2D Sphere_5;11.0;0.15441513061523438
+SP by Walsh_2;2D Sphere_6;8.0;0.10571694374084473
+SP by Walsh_2;2D Sphere_7;12.0;0.1017293930053711
+SP by Walsh_2;2D Sphere_8;13.0;0.08776426315307617
+SP by Walsh_2;2D Sphere_9;7.0;0.09677910804748535
+SP by Walsh_2;3D Sphere_0;8.0;0.11411118507385254
+SP by Walsh_2;3D Sphere_1;14.0;0.08576631546020508
+SP by Walsh_2;3D Sphere_2;13.0;0.04687356948852539
+SP by Walsh_2;3D Sphere_3;8.0;0.045877695083618164
+SP by Walsh_2;3D Sphere_4;9.0;0.041919708251953125
+SP by Walsh_2;3D Sphere_5;10.0;0.04089045524597168
+SP by Walsh_2;3D Sphere_6;15.0;0.04089093208312988
+SP by Walsh_2;3D Sphere_7;12.0;0.046843767166137695
+SP by Walsh_2;3D Sphere_8;14.0;0.04587531089782715
+SP by Walsh_2;3D Sphere_9;11.0;0.04089069366455078
+SP by Walsh_2;Urn culture_id 0.1_0;13.0;0.041887760162353516
+SP by Walsh_2;Urn culture_id 0.1_1;10.0;0.04089069366455078
+SP by Walsh_2;Urn culture_id 0.1_2;11.0;0.039893388748168945
+SP by Walsh_2;Urn culture_id 0.1_3;9.0;0.04089069366455078
+SP by Walsh_2;Urn culture_id 0.1_4;15.0;0.04089069366455078
+SP by Walsh_2;Urn culture_id 0.1_5;14.0;0.041887760162353516
+SP by Walsh_2;Urn culture_id 0.1_6;14.0;0.04089045524597168
+SP by Walsh_2;Urn culture_id 0.1_7;12.0;0.04089093208312988
+SP by Walsh_2;Urn culture_id 0.1_8;19.0;0.04089093208312988
+SP by Walsh_2;Urn culture_id 0.1_9;12.0;0.04089069366455078
+SP by Walsh_2;Norm-Mallows 0.5_0;13.0;0.04089045524597168
+SP by Walsh_2;Norm-Mallows 0.5_1;8.0;0.042886972427368164
+SP by Walsh_2;Norm-Mallows 0.5_2;11.0;0.049866437911987305
+SP by Walsh_2;Norm-Mallows 0.5_3;9.0;0.049866437911987305
+SP by Walsh_2;Norm-Mallows 0.5_4;6.0;0.050864219665527344
+SP by Walsh_2;Norm-Mallows 0.5_5;8.0;0.049866437911987305
+SP by Walsh_2;Norm-Mallows 0.5_6;10.0;0.04986691474914551
+SP by Walsh_2;Norm-Mallows 0.5_7;13.0;0.049866437911987305
+SP by Walsh_2;Norm-Mallows 0.5_8;11.0;0.049866676330566406
+SP by Walsh_2;Norm-Mallows 0.5_9;10.0;0.04986691474914551
+SP by Walsh_2;Urn culture_id (gamma)_0;13.0;0.05086374282836914
+SP by Walsh_2;Urn culture_id (gamma)_1;14.0;0.049866676330566406
+SP by Walsh_2;Urn culture_id (gamma)_2;13.0;0.04986691474914551
+SP by Walsh_2;Urn culture_id (gamma)_3;11.0;0.049866437911987305
+SP by Walsh_2;Urn culture_id (gamma)_4;14.0;0.049866676330566406
+SP by Walsh_2;Urn culture_id (gamma)_5;17.0;0.04986691474914551
+SP by Walsh_2;Urn culture_id (gamma)_6;13.0;0.05086374282836914
+SP by Walsh_2;Urn culture_id (gamma)_7;18.0;0.04986715316772461
+SP by Walsh_2;Urn culture_id (gamma)_8;11.0;0.0498661994934082
+SP by Walsh_2;Urn culture_id (gamma)_9;14.0;0.049866676330566406
+SP by Walsh_2;ID;17.0;0.049866676330566406
+SP by Walsh_2;UN_0;19.0;0.050864219665527344
+SP by Walsh_2;UN_1;18.0;0.049866437911987305
+SP by Walsh_2;UN_2;19.0;0.049866437911987305
+SP by Walsh_2;UN_3;18.0;0.04986691474914551
+SP by Walsh_2;AN;21.0;0.049866676330566406
+SP by Walsh_3;SP by Walsh_4;9.0;0.052858591079711914
+SP by Walsh_3;SP by Walsh_5;6.0;0.05186128616333008
+SP by Walsh_3;SP by Walsh_6;4.0;0.05186152458190918
+SP by Walsh_3;SP by Walsh_7;5.0;0.052858591079711914
+SP by Walsh_3;SP by Walsh_8;6.0;0.05186128616333008
+SP by Walsh_3;SP by Walsh_9;7.0;0.052858591079711914
+SP by Walsh_3;SPOC_0;8.0;0.05186152458190918
+SP by Walsh_3;SPOC_1;12.0;0.05186128616333008
+SP by Walsh_3;SPOC_2;11.0;0.05186128616333008
+SP by Walsh_3;SPOC_3;10.0;0.05186152458190918
+SP by Walsh_3;SPOC_4;10.0;0.052858591079711914
+SP by Walsh_3;SPOC_5;13.0;0.05186128616333008
+SP by Walsh_3;SPOC_6;8.0;0.052858591079711914
+SP by Walsh_3;SPOC_7;11.0;0.05186128616333008
+SP by Walsh_3;SPOC_8;14.0;0.052858829498291016
+SP by Walsh_3;SPOC_9;13.0;0.05186128616333008
+SP by Walsh_3;Group-Separable_0;14.0;0.04886794090270996
+SP by Walsh_3;Group-Separable_1;14.0;0.04388260841369629
+SP by Walsh_3;Group-Separable_2;10.0;0.04288530349731445
+SP by Walsh_3;Group-Separable_3;13.0;0.04188823699951172
+SP by Walsh_3;Group-Separable_4;16.0;0.04288506507873535
+SP by Walsh_3;Group-Separable_5;16.0;0.042885541915893555
+SP by Walsh_3;Group-Separable_6;16.0;0.04288530349731445
+SP by Walsh_3;Group-Separable_7;13.0;0.04388260841369629
+SP by Walsh_3;Group-Separable_8;16.0;0.04391813278198242
+SP by Walsh_3;Group-Separable_9;16.0;0.04388070106506348
+SP by Walsh_3;Single-Crossing_0;15.0;0.04687762260437012
+SP by Walsh_3;Single-Crossing_1;14.0;0.04894661903381348
+SP by Walsh_3;Single-Crossing_2;14.0;0.04542684555053711
+SP by Walsh_3;Single-Crossing_3;10.0;0.046418190002441406
+SP by Walsh_3;Single-Crossing_4;12.0;0.045262813568115234
+SP by Walsh_3;Single-Crossing_5;14.0;0.04499006271362305
+SP by Walsh_3;Single-Crossing_6;11.0;0.04412269592285156
+SP by Walsh_3;Single-Crossing_7;11.0;0.05506777763366699
+SP by Walsh_3;Single-Crossing_8;13.0;0.1698751449584961
+SP by Walsh_3;Single-Crossing_9;7.0;0.1017305850982666
+SP by Walsh_3;1D Interval_0;12.0;0.09474658966064453
+SP by Walsh_3;1D Interval_1;16.0;0.06183147430419922
+SP by Walsh_3;1D Interval_2;9.0;0.05485415458679199
+SP by Walsh_3;1D Interval_3;8.0;0.05385613441467285
+SP by Walsh_3;1D Interval_4;20.0;0.0498659610748291
+SP by Walsh_3;1D Interval_5;7.0;0.044879913330078125
+SP by Walsh_3;1D Interval_6;19.0;0.042885780334472656
+SP by Walsh_3;1D Interval_7;18.0;0.04388308525085449
+SP by Walsh_3;1D Interval_8;17.0;0.051860809326171875
+SP by Walsh_3;1D Interval_9;13.0;0.05186128616333008
+SP by Walsh_3;2D Disc_0;13.0;0.052858591079711914
+SP by Walsh_3;2D Disc_1;7.0;0.04886794090270996
+SP by Walsh_3;2D Disc_2;11.0;0.04288530349731445
+SP by Walsh_3;2D Disc_3;10.0;0.04488015174865723
+SP by Walsh_3;2D Disc_4;12.0;0.04391622543334961
+SP by Walsh_3;2D Disc_5;5.0;0.04387927055358887
+SP by Walsh_3;2D Disc_6;11.0;0.0438542366027832
+SP by Walsh_3;2D Disc_7;4.0;0.05215144157409668
+SP by Walsh_3;2D Disc_8;9.0;0.04665708541870117
+SP by Walsh_3;2D Disc_9;13.0;0.04403090476989746
+SP by Walsh_3;3D Cube_0;9.0;0.04355192184448242
+SP by Walsh_3;3D Cube_1;12.0;0.04233574867248535
+SP by Walsh_3;3D Cube_2;11.0;0.04347968101501465
+SP by Walsh_3;3D Cube_3;14.0;0.046071529388427734
+SP by Walsh_3;3D Cube_4;8.0;0.04687857627868652
+SP by Walsh_3;3D Cube_5;10.0;0.049848079681396484
+SP by Walsh_3;3D Cube_6;8.0;0.04408907890319824
+SP by Walsh_3;3D Cube_7;12.0;0.04288768768310547
+SP by Walsh_3;3D Cube_8;11.0;0.04400181770324707
+SP by Walsh_3;3D Cube_9;10.0;0.04301595687866211
+SP by Walsh_3;2D Sphere_0;11.0;0.04402923583984375
+SP by Walsh_3;2D Sphere_1;9.0;0.04301333427429199
+SP by Walsh_3;2D Sphere_2;8.0;0.04288506507873535
+SP by Walsh_3;2D Sphere_3;10.0;0.04394102096557617
+SP by Walsh_3;2D Sphere_4;10.0;0.04288530349731445
+SP by Walsh_3;2D Sphere_5;10.0;0.04388737678527832
+SP by Walsh_3;2D Sphere_6;9.0;0.04288053512573242
+SP by Walsh_3;2D Sphere_7;13.0;0.04501008987426758
+SP by Walsh_3;2D Sphere_8;12.0;0.042999267578125
+SP by Walsh_3;2D Sphere_9;6.0;0.0439755916595459
+SP by Walsh_3;3D Sphere_0;9.0;0.04291176795959473
+SP by Walsh_3;3D Sphere_1;13.0;0.043932199478149414
+SP by Walsh_3;3D Sphere_2;12.0;0.04410815238952637
+SP by Walsh_3;3D Sphere_3;7.0;0.042885541915893555
+SP by Walsh_3;3D Sphere_4;10.0;0.04319119453430176
+SP by Walsh_3;3D Sphere_5;9.0;0.04404044151306152
+SP by Walsh_3;3D Sphere_6;14.0;0.04304075241088867
+SP by Walsh_3;3D Sphere_7;9.0;0.04401111602783203
+SP by Walsh_3;3D Sphere_8;9.0;0.04296445846557617
+SP by Walsh_3;3D Sphere_9;12.0;0.04292464256286621
+SP by Walsh_3;Urn culture_id 0.1_0;14.0;0.04411745071411133
+SP by Walsh_3;Urn culture_id 0.1_1;11.0;0.04301595687866211
+SP by Walsh_3;Urn culture_id 0.1_2;16.0;0.042885541915893555
+SP by Walsh_3;Urn culture_id 0.1_3;12.0;0.044033050537109375
+SP by Walsh_3;Urn culture_id 0.1_4;18.0;0.04288482666015625
+SP by Walsh_3;Urn culture_id 0.1_5;15.0;0.04388093948364258
+SP by Walsh_3;Urn culture_id 0.1_6;13.0;0.05231332778930664
+SP by Walsh_3;Urn culture_id 0.1_7;13.0;0.06382393836975098
+SP by Walsh_3;Urn culture_id 0.1_8;12.0;0.047684431076049805
+SP by Walsh_3;Urn culture_id 0.1_9;11.0;0.0463407039642334
+SP by Walsh_3;Norm-Mallows 0.5_0;16.0;0.045198917388916016
+SP by Walsh_3;Norm-Mallows 0.5_1;9.0;0.04397845268249512
+SP by Walsh_3;Norm-Mallows 0.5_2;12.0;0.044893503189086914
+SP by Walsh_3;Norm-Mallows 0.5_3;12.0;0.043965816497802734
+SP by Walsh_3;Norm-Mallows 0.5_4;7.0;0.04291868209838867
+SP by Walsh_3;Norm-Mallows 0.5_5;9.0;0.04392528533935547
+SP by Walsh_3;Norm-Mallows 0.5_6;13.0;0.0429539680480957
+SP by Walsh_3;Norm-Mallows 0.5_7;14.0;0.0471341609954834
+SP by Walsh_3;Norm-Mallows 0.5_8;8.0;0.0470585823059082
+SP by Walsh_3;Norm-Mallows 0.5_9;11.0;0.044053077697753906
+SP by Walsh_3;Urn culture_id (gamma)_0;12.0;0.04495835304260254
+SP by Walsh_3;Urn culture_id (gamma)_1;11.0;0.044011831283569336
+SP by Walsh_3;Urn culture_id (gamma)_2;12.0;0.042928218841552734
+SP by Walsh_3;Urn culture_id (gamma)_3;10.0;0.04307842254638672
+SP by Walsh_3;Urn culture_id (gamma)_4;13.0;0.04814505577087402
+SP by Walsh_3;Urn culture_id (gamma)_5;16.0;0.05136823654174805
+SP by Walsh_3;Urn culture_id (gamma)_6;12.0;0.046201467514038086
+SP by Walsh_3;Urn culture_id (gamma)_7;15.0;0.044847965240478516
+SP by Walsh_3;Urn culture_id (gamma)_8;12.0;0.04803276062011719
+SP by Walsh_3;Urn culture_id (gamma)_9;13.0;0.04750323295593262
+SP by Walsh_3;ID;22.0;0.04415488243103027
+SP by Walsh_3;UN_0;16.0;0.04420757293701172
+SP by Walsh_3;UN_1;15.0;0.04498791694641113
+SP by Walsh_3;UN_2;16.0;0.04359745979309082
+SP by Walsh_3;UN_3;17.0;0.04552292823791504
+SP by Walsh_3;AN;14.0;0.04400491714477539
+SP by Walsh_4;SP by Walsh_5;9.0;0.04308271408081055
+SP by Walsh_4;SP by Walsh_6;7.0;0.044114112854003906
+SP by Walsh_4;SP by Walsh_7;8.0;0.04288911819458008
+SP by Walsh_4;SP by Walsh_8;5.0;0.04791402816772461
+SP by Walsh_4;SP by Walsh_9;6.0;0.0430450439453125
+SP by Walsh_4;SPOC_0;11.0;0.04288053512573242
+SP by Walsh_4;SPOC_1;15.0;0.042051076889038086
+SP by Walsh_4;SPOC_2;14.0;0.042922258377075195
+SP by Walsh_4;SPOC_3;15.0;0.04385113716125488
+SP by Walsh_4;SPOC_4;17.0;0.04649496078491211
+SP by Walsh_4;SPOC_5;16.0;0.045488595962524414
+SP by Walsh_4;SPOC_6;13.0;0.04423332214355469
+SP by Walsh_4;SPOC_7;12.0;0.04711723327636719
+SP by Walsh_4;SPOC_8;19.0;0.043914079666137695
+SP by Walsh_4;SPOC_9;18.0;0.04288530349731445
+SP by Walsh_4;Group-Separable_0;19.0;0.04487276077270508
+SP by Walsh_4;Group-Separable_1;13.0;0.04385852813720703
+SP by Walsh_4;Group-Separable_2;19.0;0.04388236999511719
+SP by Walsh_4;Group-Separable_3;20.0;0.04487895965576172
+SP by Walsh_4;Group-Separable_4;21.0;0.04300284385681152
+SP by Walsh_4;Group-Separable_5;19.0;0.04293107986450195
+SP by Walsh_4;Group-Separable_6;19.0;0.04388260841369629
+SP by Walsh_4;Group-Separable_7;14.0;0.04385089874267578
+SP by Walsh_4;Group-Separable_8;21.0;0.04406428337097168
+SP by Walsh_4;Group-Separable_9;17.0;0.044322967529296875
+SP by Walsh_4;Single-Crossing_0;10.0;0.04277467727661133
+SP by Walsh_4;Single-Crossing_1;11.0;0.04504728317260742
+SP by Walsh_4;Single-Crossing_2;13.0;0.042916059494018555
+SP by Walsh_4;Single-Crossing_3;17.0;0.04288792610168457
+SP by Walsh_4;Single-Crossing_4;13.0;0.04288601875305176
+SP by Walsh_4;Single-Crossing_5;9.0;0.04288625717163086
+SP by Walsh_4;Single-Crossing_6;8.0;0.042881011962890625
+SP by Walsh_4;Single-Crossing_7;10.0;0.04288673400878906
+SP by Walsh_4;Single-Crossing_8;14.0;0.04288458824157715
+SP by Walsh_4;Single-Crossing_9;6.0;0.04288506507873535
+SP by Walsh_4;1D Interval_0;11.0;0.04288673400878906
+SP by Walsh_4;1D Interval_1;19.0;0.04698586463928223
+SP by Walsh_4;1D Interval_2;14.0;0.04967904090881348
+SP by Walsh_4;1D Interval_3;9.0;0.047616004943847656
+SP by Walsh_4;1D Interval_4;15.0;0.05212044715881348
+SP by Walsh_4;1D Interval_5;14.0;0.04829812049865723
+SP by Walsh_4;1D Interval_6;16.0;0.04818296432495117
+SP by Walsh_4;1D Interval_7;17.0;0.047391414642333984
+SP by Walsh_4;1D Interval_8;12.0;0.045125722885131836
+SP by Walsh_4;1D Interval_9;16.0;0.042983055114746094
+SP by Walsh_4;2D Disc_0;14.0;0.04293465614318848
+SP by Walsh_4;2D Disc_1;16.0;0.04401135444641113
+SP by Walsh_4;2D Disc_2;12.0;0.04288220405578613
+SP by Walsh_4;2D Disc_3;9.0;0.042084693908691406
+SP by Walsh_4;2D Disc_4;9.0;0.04288530349731445
+SP by Walsh_4;2D Disc_5;10.0;0.042888641357421875
+SP by Walsh_4;2D Disc_6;14.0;0.04288458824157715
+SP by Walsh_4;2D Disc_7;11.0;0.043044090270996094
+SP by Walsh_4;2D Disc_8;16.0;0.04388022422790527
+SP by Walsh_4;2D Disc_9;14.0;0.04288506507873535
+SP by Walsh_4;3D Cube_0;14.0;0.042885780334472656
+SP by Walsh_4;3D Cube_1;17.0;0.04288816452026367
+SP by Walsh_4;3D Cube_2;10.0;0.042882442474365234
+SP by Walsh_4;3D Cube_3;11.0;0.04303884506225586
+SP by Walsh_4;3D Cube_4;11.0;0.04401659965515137
+SP by Walsh_4;3D Cube_5;13.0;0.04288363456726074
+SP by Walsh_4;3D Cube_6;9.0;0.04304671287536621
+SP by Walsh_4;3D Cube_7;13.0;0.04288434982299805
+SP by Walsh_4;3D Cube_8;10.0;0.043233394622802734
+SP by Walsh_4;3D Cube_9;13.0;0.044046640396118164
+SP by Walsh_4;2D Sphere_0;12.0;0.04302525520324707
+SP by Walsh_4;2D Sphere_1;12.0;0.044220924377441406
+SP by Walsh_4;2D Sphere_2;15.0;0.0430605411529541
+SP by Walsh_4;2D Sphere_3;7.0;0.04288434982299805
+SP by Walsh_4;2D Sphere_4;15.0;0.04285120964050293
+SP by Walsh_4;2D Sphere_5;11.0;0.042917728424072266
+SP by Walsh_4;2D Sphere_6;6.0;0.042885780334472656
+SP by Walsh_4;2D Sphere_7;16.0;0.04185605049133301
+SP by Walsh_4;2D Sphere_8;15.0;0.0430760383605957
+SP by Walsh_4;2D Sphere_9;7.0;0.04288768768310547
+SP by Walsh_4;3D Sphere_0;6.0;0.04288673400878906
+SP by Walsh_4;3D Sphere_1;14.0;0.042879581451416016
+SP by Walsh_4;3D Sphere_2;11.0;0.04304361343383789
+SP by Walsh_4;3D Sphere_3;12.0;0.04391741752624512
+SP by Walsh_4;3D Sphere_4;11.0;0.04291820526123047
+SP by Walsh_4;3D Sphere_5;10.0;0.042043447494506836
+SP by Walsh_4;3D Sphere_6;17.0;0.04303765296936035
+SP by Walsh_4;3D Sphere_7;12.0;0.04397010803222656
+SP by Walsh_4;3D Sphere_8;16.0;0.04288673400878906
+SP by Walsh_4;3D Sphere_9;11.0;0.04285097122192383
+SP by Walsh_4;Urn culture_id 0.1_0;13.0;0.04304337501525879
+SP by Walsh_4;Urn culture_id 0.1_1;12.0;0.044175148010253906
+SP by Walsh_4;Urn culture_id 0.1_2;13.0;0.04366779327392578
+SP by Walsh_4;Urn culture_id 0.1_3;11.0;0.043506622314453125
+SP by Walsh_4;Urn culture_id 0.1_4;11.0;0.04265904426574707
+SP by Walsh_4;Urn culture_id 0.1_5;18.0;0.04342460632324219
+SP by Walsh_4;Urn culture_id 0.1_6;14.0;0.042852163314819336
+SP by Walsh_4;Urn culture_id 0.1_7;14.0;0.04370474815368652
+SP by Walsh_4;Urn culture_id 0.1_8;17.0;0.04393792152404785
+SP by Walsh_4;Urn culture_id 0.1_9;10.0;0.042713165283203125
+SP by Walsh_4;Norm-Mallows 0.5_0;9.0;0.04354405403137207
+SP by Walsh_4;Norm-Mallows 0.5_1;8.0;0.04252362251281738
+SP by Walsh_4;Norm-Mallows 0.5_2;11.0;0.043050527572631836
+SP by Walsh_4;Norm-Mallows 0.5_3;11.0;0.042885780334472656
+SP by Walsh_4;Norm-Mallows 0.5_4;8.0;0.04288458824157715
+SP by Walsh_4;Norm-Mallows 0.5_5;8.0;0.04294157028198242
+SP by Walsh_4;Norm-Mallows 0.5_6;8.0;0.042885541915893555
+SP by Walsh_4;Norm-Mallows 0.5_7;13.0;0.04402899742126465
+SP by Walsh_4;Norm-Mallows 0.5_8;11.0;0.04249978065490723
+SP by Walsh_4;Norm-Mallows 0.5_9;8.0;0.04336667060852051
+SP by Walsh_4;Urn culture_id (gamma)_0;13.0;0.0441741943359375
+SP by Walsh_4;Urn culture_id (gamma)_1;16.0;0.05508232116699219
+SP by Walsh_4;Urn culture_id (gamma)_2;15.0;0.04875540733337402
+SP by Walsh_4;Urn culture_id (gamma)_3;11.0;0.04993152618408203
+SP by Walsh_4;Urn culture_id (gamma)_4;14.0;0.0543057918548584
+SP by Walsh_4;Urn culture_id (gamma)_5;17.0;0.0430905818939209
+SP by Walsh_4;Urn culture_id (gamma)_6;13.0;0.04401206970214844
+SP by Walsh_4;Urn culture_id (gamma)_7;18.0;0.043889522552490234
+SP by Walsh_4;Urn culture_id (gamma)_8;11.0;0.07280349731445312
+SP by Walsh_4;Urn culture_id (gamma)_9;16.0;0.047005653381347656
+SP by Walsh_4;ID;15.0;0.0451512336730957
+SP by Walsh_4;UN_0;19.0;0.044235944747924805
+SP by Walsh_4;UN_1;20.0;0.043279170989990234
+SP by Walsh_4;UN_2;21.0;0.043031930923461914
+SP by Walsh_4;UN_3;20.0;0.04288911819458008
+SP by Walsh_4;AN;23.0;0.055899858474731445
+SP by Walsh_5;SP by Walsh_6;4.0;0.04407525062561035
+SP by Walsh_5;SP by Walsh_7;7.0;0.051835060119628906
+SP by Walsh_5;SP by Walsh_8;4.0;0.05078554153442383
+SP by Walsh_5;SP by Walsh_9;9.0;0.05185556411743164
+SP by Walsh_5;SPOC_0;12.0;0.046874284744262695
+SP by Walsh_5;SPOC_1;14.0;0.05388903617858887
+SP by Walsh_5;SPOC_2;15.0;0.051863670349121094
+SP by Walsh_5;SPOC_3;12.0;0.04687094688415527
+SP by Walsh_5;SPOC_4;12.0;0.043885231018066406
+SP by Walsh_5;SPOC_5;13.0;0.04388737678527832
+SP by Walsh_5;SPOC_6;10.0;0.04388308525085449
+SP by Walsh_5;SPOC_7;9.0;0.04430890083312988
+SP by Walsh_5;SPOC_8;16.0;0.043356895446777344
+SP by Walsh_5;SPOC_9;13.0;0.04221296310424805
+SP by Walsh_5;Group-Separable_0;16.0;0.043314456939697266
+SP by Walsh_5;Group-Separable_1;12.0;0.04333186149597168
+SP by Walsh_5;Group-Separable_2;14.0;0.04231595993041992
+SP by Walsh_5;Group-Separable_3;17.0;0.04514026641845703
+SP by Walsh_5;Group-Separable_4;14.0;0.04294991493225098
+SP by Walsh_5;Group-Separable_5;14.0;0.043035030364990234
+SP by Walsh_5;Group-Separable_6;18.0;0.04339408874511719
+SP by Walsh_5;Group-Separable_7;13.0;0.04960346221923828
+SP by Walsh_5;Group-Separable_8;14.0;0.04388880729675293
+SP by Walsh_5;Group-Separable_9;16.0;0.043576955795288086
+SP by Walsh_5;Single-Crossing_0;15.0;0.04344296455383301
+SP by Walsh_5;Single-Crossing_1;14.0;0.04354071617126465
+SP by Walsh_5;Single-Crossing_2;14.0;0.04407334327697754
+SP by Walsh_5;Single-Crossing_3;14.0;0.04383373260498047
+SP by Walsh_5;Single-Crossing_4;12.0;0.04398989677429199
+SP by Walsh_5;Single-Crossing_5;12.0;0.04367256164550781
+SP by Walsh_5;Single-Crossing_6;11.0;0.04364895820617676
+SP by Walsh_5;Single-Crossing_7;13.0;0.04408550262451172
+SP by Walsh_5;Single-Crossing_8;15.0;0.04407095909118652
+SP by Walsh_5;Single-Crossing_9;7.0;0.04276728630065918
+SP by Walsh_5;1D Interval_0;14.0;0.04400062561035156
+SP by Walsh_5;1D Interval_1;14.0;0.04372429847717285
+SP by Walsh_5;1D Interval_2;11.0;0.0431210994720459
+SP by Walsh_5;1D Interval_3;6.0;0.0433049201965332
+SP by Walsh_5;1D Interval_4;18.0;0.0435335636138916
+SP by Walsh_5;1D Interval_5;11.0;0.04358935356140137
+SP by Walsh_5;1D Interval_6;19.0;0.044091224670410156
+SP by Walsh_5;1D Interval_7;14.0;0.043020009994506836
+SP by Walsh_5;1D Interval_8;17.0;0.04334712028503418
+SP by Walsh_5;1D Interval_9;15.0;0.04314064979553223
+SP by Walsh_5;2D Disc_0;11.0;0.04416012763977051
+SP by Walsh_5;2D Disc_1;11.0;0.044040679931640625
+SP by Walsh_5;2D Disc_2;13.0;0.04234123229980469
+SP by Walsh_5;2D Disc_3;10.0;0.04407978057861328
+SP by Walsh_5;2D Disc_4;14.0;0.043215274810791016
+SP by Walsh_5;2D Disc_5;5.0;0.043186187744140625
+SP by Walsh_5;2D Disc_6;13.0;0.04854869842529297
+SP by Walsh_5;2D Disc_7;8.0;0.04832124710083008
+SP by Walsh_5;2D Disc_8;11.0;0.043984413146972656
+SP by Walsh_5;2D Disc_9;15.0;0.0440671443939209
+SP by Walsh_5;3D Cube_0;13.0;0.04573774337768555
+SP by Walsh_5;3D Cube_1;12.0;0.05048632621765137
+SP by Walsh_5;3D Cube_2;11.0;0.05054664611816406
+SP by Walsh_5;3D Cube_3;16.0;0.050444602966308594
+SP by Walsh_5;3D Cube_4;10.0;0.05046582221984863
+SP by Walsh_5;3D Cube_5;12.0;0.050477027893066406
+SP by Walsh_5;3D Cube_6;10.0;0.05240964889526367
+SP by Walsh_5;3D Cube_7;14.0;0.05061173439025879
+SP by Walsh_5;3D Cube_8;11.0;0.05140423774719238
+SP by Walsh_5;3D Cube_9;12.0;0.051538944244384766
+SP by Walsh_5;2D Sphere_0;11.0;0.051372528076171875
+SP by Walsh_5;2D Sphere_1;13.0;0.05051875114440918
+SP by Walsh_5;2D Sphere_2;12.0;0.051373958587646484
+SP by Walsh_5;2D Sphere_3;12.0;0.04614686965942383
+SP by Walsh_5;2D Sphere_4;12.0;0.04305005073547363
+SP by Walsh_5;2D Sphere_5;10.0;0.04388117790222168
+SP by Walsh_5;2D Sphere_6;9.0;0.04295659065246582
+SP by Walsh_5;2D Sphere_7;11.0;0.044882774353027344
+SP by Walsh_5;2D Sphere_8;14.0;0.04395866394042969
+SP by Walsh_5;2D Sphere_9;8.0;0.04587721824645996
+SP by Walsh_5;3D Sphere_0;9.0;0.04301118850708008
+SP by Walsh_5;3D Sphere_1;13.0;0.04415535926818848
+SP by Walsh_5;3D Sphere_2;10.0;0.044992685317993164
+SP by Walsh_5;3D Sphere_3;9.0;0.0453028678894043
+SP by Walsh_5;3D Sphere_4;10.0;0.04292011260986328
+SP by Walsh_5;3D Sphere_5;9.0;0.04294848442077637
+SP by Walsh_5;3D Sphere_6;14.0;0.04416394233703613
+SP by Walsh_5;3D Sphere_7;13.0;0.043006181716918945
+SP by Walsh_5;3D Sphere_8;15.0;0.04412126541137695
+SP by Walsh_5;3D Sphere_9;10.0;0.04308295249938965
+SP by Walsh_5;Urn culture_id 0.1_0;14.0;0.04287886619567871
+SP by Walsh_5;Urn culture_id 0.1_1;11.0;0.04388833045959473
+SP by Walsh_5;Urn culture_id 0.1_2;14.0;0.04686903953552246
+SP by Walsh_5;Urn culture_id 0.1_3;12.0;0.04418134689331055
+SP by Walsh_5;Urn culture_id 0.1_4;16.0;0.04300975799560547
+SP by Walsh_5;Urn culture_id 0.1_5;15.0;0.043848514556884766
+SP by Walsh_5;Urn culture_id 0.1_6;13.0;0.04300689697265625
+SP by Walsh_5;Urn culture_id 0.1_7;9.0;0.043007612228393555
+SP by Walsh_5;Urn culture_id 0.1_8;16.0;0.04413175582885742
+SP by Walsh_5;Urn culture_id 0.1_9;13.0;0.044228315353393555
+SP by Walsh_5;Norm-Mallows 0.5_0;14.0;0.04800558090209961
+SP by Walsh_5;Norm-Mallows 0.5_1;9.0;0.051362037658691406
+SP by Walsh_5;Norm-Mallows 0.5_2;12.0;0.04616427421569824
+SP by Walsh_5;Norm-Mallows 0.5_3;14.0;0.04304170608520508
+SP by Walsh_5;Norm-Mallows 0.5_4;9.0;0.04397225379943848
+SP by Walsh_5;Norm-Mallows 0.5_5;11.0;0.043061017990112305
+SP by Walsh_5;Norm-Mallows 0.5_6;13.0;0.04315471649169922
+SP by Walsh_5;Norm-Mallows 0.5_7;14.0;0.04288434982299805
+SP by Walsh_5;Norm-Mallows 0.5_8;10.0;0.04392290115356445
+SP by Walsh_5;Norm-Mallows 0.5_9;11.0;0.042954444885253906
+SP by Walsh_5;Urn culture_id (gamma)_0;12.0;0.043924808502197266
+SP by Walsh_5;Urn culture_id (gamma)_1;15.0;0.0429990291595459
+SP by Walsh_5;Urn culture_id (gamma)_2;12.0;0.043921709060668945
+SP by Walsh_5;Urn culture_id (gamma)_3;10.0;0.04400324821472168
+SP by Walsh_5;Urn culture_id (gamma)_4;13.0;0.04298734664916992
+SP by Walsh_5;Urn culture_id (gamma)_5;16.0;0.04288601875305176
+SP by Walsh_5;Urn culture_id (gamma)_6;14.0;0.04388570785522461
+SP by Walsh_5;Urn culture_id (gamma)_7;15.0;0.04303288459777832
+SP by Walsh_5;Urn culture_id (gamma)_8;12.0;0.04303860664367676
+SP by Walsh_5;Urn culture_id (gamma)_9;15.0;0.04298210144042969
+SP by Walsh_5;ID;20.0;0.04301285743713379
+SP by Walsh_5;UN_0;16.0;0.0479283332824707
+SP by Walsh_5;UN_1;17.0;0.04488086700439453
+SP by Walsh_5;UN_2;18.0;0.04288458824157715
+SP by Walsh_5;UN_3;17.0;0.042885780334472656
+SP by Walsh_5;AN;18.0;0.04288530349731445
+SP by Walsh_6;SP by Walsh_7;5.0;0.04387497901916504
+SP by Walsh_6;SP by Walsh_8;4.0;0.04488945007324219
+SP by Walsh_6;SP by Walsh_9;5.0;0.043880462646484375
+SP by Walsh_6;SPOC_0;8.0;0.04288506507873535
+SP by Walsh_6;SPOC_1;12.0;0.04394102096557617
+SP by Walsh_6;SPOC_2;11.0;0.04388689994812012
+SP by Walsh_6;SPOC_3;12.0;0.056058645248413086
+SP by Walsh_6;SPOC_4;12.0;0.05785083770751953
+SP by Walsh_6;SPOC_5;15.0;0.05487799644470215
+SP by Walsh_6;SPOC_6;8.0;0.0483553409576416
+SP by Walsh_6;SPOC_7;9.0;0.04325389862060547
+SP by Walsh_6;SPOC_8;16.0;0.04711103439331055
+SP by Walsh_6;SPOC_9;15.0;0.053440093994140625
+SP by Walsh_6;Group-Separable_0;14.0;0.04727458953857422
+SP by Walsh_6;Group-Separable_1;14.0;0.05242204666137695
+SP by Walsh_6;Group-Separable_2;14.0;0.04629921913146973
+SP by Walsh_6;Group-Separable_3;17.0;0.05729103088378906
+SP by Walsh_6;Group-Separable_4;16.0;0.06940865516662598
+SP by Walsh_6;Group-Separable_5;16.0;0.06119513511657715
+SP by Walsh_6;Group-Separable_6;16.0;0.05637502670288086
+SP by Walsh_6;Group-Separable_7;15.0;0.05352044105529785
+SP by Walsh_6;Group-Separable_8;16.0;0.0523381233215332
+SP by Walsh_6;Group-Separable_9;16.0;0.05658245086669922
+SP by Walsh_6;Single-Crossing_0;15.0;0.05591416358947754
+SP by Walsh_6;Single-Crossing_1;12.0;0.05230545997619629
+SP by Walsh_6;Single-Crossing_2;12.0;0.0440676212310791
+SP by Walsh_6;Single-Crossing_3;12.0;0.044030189514160156
+SP by Walsh_6;Single-Crossing_4;12.0;0.04413151741027832
+SP by Walsh_6;Single-Crossing_5;14.0;0.04804205894470215
+SP by Walsh_6;Single-Crossing_6;9.0;0.043039560317993164
+SP by Walsh_6;Single-Crossing_7;9.0;0.043884992599487305
+SP by Walsh_6;Single-Crossing_8;13.0;0.04518699645996094
+SP by Walsh_6;Single-Crossing_9;7.0;0.04305100440979004
+SP by Walsh_6;1D Interval_0;12.0;0.04401135444641113
+SP by Walsh_6;1D Interval_1;16.0;0.04404306411743164
+SP by Walsh_6;1D Interval_2;11.0;0.04404091835021973
+SP by Walsh_6;1D Interval_3;8.0;0.043883562088012695
+SP by Walsh_6;1D Interval_4;18.0;0.045027732849121094
+SP by Walsh_6;1D Interval_5;9.0;0.04731321334838867
+SP by Walsh_6;1D Interval_6;17.0;0.043884992599487305
+SP by Walsh_6;1D Interval_7;16.0;0.04304003715515137
+SP by Walsh_6;1D Interval_8;17.0;0.0430445671081543
+SP by Walsh_6;1D Interval_9;13.0;0.043880462646484375
+SP by Walsh_6;2D Disc_0;11.0;0.04300665855407715
+SP by Walsh_6;2D Disc_1;11.0;0.04287862777709961
+SP by Walsh_6;2D Disc_2;13.0;0.05023598670959473
+SP by Walsh_6;2D Disc_3;8.0;0.05594229698181152
+SP by Walsh_6;2D Disc_4;12.0;0.05096435546875
+SP by Walsh_6;2D Disc_5;5.0;0.052748680114746094
+SP by Walsh_6;2D Disc_6;11.0;0.04530000686645508
+SP by Walsh_6;2D Disc_7;6.0;0.04449939727783203
+SP by Walsh_6;2D Disc_8;11.0;0.04552745819091797
+SP by Walsh_6;2D Disc_9;13.0;0.04351305961608887
+SP by Walsh_6;3D Cube_0;11.0;0.04550623893737793
+SP by Walsh_6;3D Cube_1;14.0;0.04409599304199219
+SP by Walsh_6;3D Cube_2;11.0;0.04388093948364258
+SP by Walsh_6;3D Cube_3;14.0;0.04388570785522461
+SP by Walsh_6;3D Cube_4;8.0;0.04387998580932617
+SP by Walsh_6;3D Cube_5;10.0;0.04404306411743164
+SP by Walsh_6;3D Cube_6;8.0;0.04414033889770508
+SP by Walsh_6;3D Cube_7;12.0;0.045195817947387695
+SP by Walsh_6;3D Cube_8;11.0;0.04769706726074219
+SP by Walsh_6;3D Cube_9;10.0;0.05003929138183594
+SP by Walsh_6;2D Sphere_0;11.0;0.04987072944641113
+SP by Walsh_6;2D Sphere_1;9.0;0.04493570327758789
+SP by Walsh_6;2D Sphere_2;10.0;0.044272661209106445
+SP by Walsh_6;2D Sphere_3;10.0;0.04385018348693848
+SP by Walsh_6;2D Sphere_4;10.0;0.043914079666137695
+SP by Walsh_6;2D Sphere_5;10.0;0.04400944709777832
+SP by Walsh_6;2D Sphere_6;9.0;0.04391646385192871
+SP by Walsh_6;2D Sphere_7;13.0;0.04418158531188965
+SP by Walsh_6;2D Sphere_8;12.0;0.044040679931640625
+SP by Walsh_6;2D Sphere_9;6.0;0.04403996467590332
+SP by Walsh_6;3D Sphere_0;9.0;0.0441434383392334
+SP by Walsh_6;3D Sphere_1;13.0;0.04387974739074707
+SP by Walsh_6;3D Sphere_2;12.0;0.04506826400756836
+SP by Walsh_6;3D Sphere_3;7.0;0.051454782485961914
+SP by Walsh_6;3D Sphere_4;10.0;0.04392433166503906
+SP by Walsh_6;3D Sphere_5;9.0;0.04388260841369629
+SP by Walsh_6;3D Sphere_6;14.0;0.04297614097595215
+SP by Walsh_6;3D Sphere_7;11.0;0.04388117790222168
+SP by Walsh_6;3D Sphere_8;11.0;0.04427695274353027
+SP by Walsh_6;3D Sphere_9;10.0;0.0438838005065918
+SP by Walsh_6;Urn culture_id 0.1_0;14.0;0.04396939277648926
+SP by Walsh_6;Urn culture_id 0.1_1;9.0;0.04388260841369629
+SP by Walsh_6;Urn culture_id 0.1_2;14.0;0.04388284683227539
+SP by Walsh_6;Urn culture_id 0.1_3;10.0;0.04306197166442871
+SP by Walsh_6;Urn culture_id 0.1_4;16.0;0.0438845157623291
+SP by Walsh_6;Urn culture_id 0.1_5;15.0;0.04403209686279297
+SP by Walsh_6;Urn culture_id 0.1_6;15.0;0.04388284683227539
+SP by Walsh_6;Urn culture_id 0.1_7;11.0;0.04288458824157715
+SP by Walsh_6;Urn culture_id 0.1_8;16.0;0.04388308525085449
+SP by Walsh_6;Urn culture_id 0.1_9;11.0;0.04388260841369629
+SP by Walsh_6;Norm-Mallows 0.5_0;14.0;0.042885780334472656
+SP by Walsh_6;Norm-Mallows 0.5_1;7.0;0.04388308525085449
+SP by Walsh_6;Norm-Mallows 0.5_2;10.0;0.04288458824157715
+SP by Walsh_6;Norm-Mallows 0.5_3;10.0;0.043885231018066406
+SP by Walsh_6;Norm-Mallows 0.5_4;7.0;0.04288291931152344
+SP by Walsh_6;Norm-Mallows 0.5_5;9.0;0.04312467575073242
+SP by Walsh_6;Norm-Mallows 0.5_6;11.0;0.043877601623535156
+SP by Walsh_6;Norm-Mallows 0.5_7;14.0;0.04420018196105957
+SP by Walsh_6;Norm-Mallows 0.5_8;8.0;0.04514670372009277
+SP by Walsh_6;Norm-Mallows 0.5_9;9.0;0.04391813278198242
+SP by Walsh_6;Urn culture_id (gamma)_0;12.0;0.04491114616394043
+SP by Walsh_6;Urn culture_id (gamma)_1;13.0;0.04488492012023926
+SP by Walsh_6;Urn culture_id (gamma)_2;12.0;0.043882131576538086
+SP by Walsh_6;Urn culture_id (gamma)_3;8.0;0.043878793716430664
+SP by Walsh_6;Urn culture_id (gamma)_4;13.0;0.04388284683227539
+SP by Walsh_6;Urn culture_id (gamma)_5;16.0;0.043882131576538086
+SP by Walsh_6;Urn culture_id (gamma)_6;12.0;0.04403185844421387
+SP by Walsh_6;Urn culture_id (gamma)_7;17.0;0.043880462646484375
+SP by Walsh_6;Urn culture_id (gamma)_8;10.0;0.043889760971069336
+SP by Walsh_6;Urn culture_id (gamma)_9;13.0;0.04386591911315918
+SP by Walsh_6;ID;20.0;0.04389452934265137
+SP by Walsh_6;UN_0;16.0;0.04388093948364258
+SP by Walsh_6;UN_1;15.0;0.04404163360595703
+SP by Walsh_6;UN_2;16.0;0.043930768966674805
+SP by Walsh_6;UN_3;17.0;0.04401516914367676
+SP by Walsh_6;AN;18.0;0.04407811164855957
+SP by Walsh_7;SP by Walsh_8;7.0;0.04388284683227539
+SP by Walsh_7;SP by Walsh_9;8.0;0.04309511184692383
+SP by Walsh_7;SPOC_0;7.0;0.04398941993713379
+SP by Walsh_7;SPOC_1;11.0;0.04314136505126953
+SP by Walsh_7;SPOC_2;12.0;0.044051170349121094
+SP by Walsh_7;SPOC_3;9.0;0.04388141632080078
+SP by Walsh_7;SPOC_4;11.0;0.04404735565185547
+SP by Walsh_7;SPOC_5;12.0;0.042886972427368164
+SP by Walsh_7;SPOC_6;7.0;0.044298648834228516
+SP by Walsh_7;SPOC_7;12.0;0.04407215118408203
+SP by Walsh_7;SPOC_8;15.0;0.0438845157623291
+SP by Walsh_7;SPOC_9;12.0;0.04288482666015625
+SP by Walsh_7;Group-Separable_0;15.0;0.04401803016662598
+SP by Walsh_7;Group-Separable_1;11.0;0.045120954513549805
+SP by Walsh_7;Group-Separable_2;13.0;0.04503512382507324
+SP by Walsh_7;Group-Separable_3;14.0;0.04291725158691406
+SP by Walsh_7;Group-Separable_4;15.0;0.04402875900268555
+SP by Walsh_7;Group-Separable_5;13.0;0.0438840389251709
+SP by Walsh_7;Group-Separable_6;15.0;0.04285264015197754
+SP by Walsh_7;Group-Separable_7;10.0;0.04399466514587402
+SP by Walsh_7;Group-Separable_8;15.0;0.04288530349731445
+SP by Walsh_7;Group-Separable_9;17.0;0.04388308525085449
+SP by Walsh_7;Single-Crossing_0;14.0;0.042917490005493164
+SP by Walsh_7;Single-Crossing_1;15.0;0.04288530349731445
+SP by Walsh_7;Single-Crossing_2;13.0;0.04304003715515137
+SP by Walsh_7;Single-Crossing_3;15.0;0.04387974739074707
+SP by Walsh_7;Single-Crossing_4;11.0;0.04310870170593262
+SP by Walsh_7;Single-Crossing_5;11.0;0.04288768768310547
+SP by Walsh_7;Single-Crossing_6;12.0;0.042885780334472656
+SP by Walsh_7;Single-Crossing_7;12.0;0.04403281211853027
+SP by Walsh_7;Single-Crossing_8;14.0;0.04288506507873535
+SP by Walsh_7;Single-Crossing_9;10.0;0.04316091537475586
+SP by Walsh_7;1D Interval_0;7.0;0.04388308525085449
+SP by Walsh_7;1D Interval_1;13.0;0.04288506507873535
+SP by Walsh_7;1D Interval_2;8.0;0.04303574562072754
+SP by Walsh_7;1D Interval_3;7.0;0.042885780334472656
+SP by Walsh_7;1D Interval_4;19.0;0.04288196563720703
+SP by Walsh_7;1D Interval_5;8.0;0.04388284683227539
+SP by Walsh_7;1D Interval_6;18.0;0.04288816452026367
+SP by Walsh_7;1D Interval_7;13.0;0.042881011962890625
+SP by Walsh_7;1D Interval_8;18.0;0.042890071868896484
+SP by Walsh_7;1D Interval_9;10.0;0.04288220405578613
+SP by Walsh_7;2D Disc_0;12.0;0.04288530349731445
+SP by Walsh_7;2D Disc_1;10.0;0.04392886161804199
+SP by Walsh_7;2D Disc_2;12.0;0.04301786422729492
+SP by Walsh_7;2D Disc_3;11.0;0.044232845306396484
+SP by Walsh_7;2D Disc_4;13.0;0.04388546943664551
+SP by Walsh_7;2D Disc_5;8.0;0.0430450439453125
+SP by Walsh_7;2D Disc_6;8.0;0.04398918151855469
+SP by Walsh_7;2D Disc_7;5.0;0.043886423110961914
+SP by Walsh_7;2D Disc_8;12.0;0.04288434982299805
+SP by Walsh_7;2D Disc_9;10.0;0.0441584587097168
+SP by Walsh_7;3D Cube_0;8.0;0.043880462646484375
+SP by Walsh_7;3D Cube_1;11.0;0.04392576217651367
+SP by Walsh_7;3D Cube_2;8.0;0.04401230812072754
+SP by Walsh_7;3D Cube_3;13.0;0.042885541915893555
+SP by Walsh_7;3D Cube_4;7.0;0.043201446533203125
+SP by Walsh_7;3D Cube_5;7.0;0.04388141632080078
+SP by Walsh_7;3D Cube_6;7.0;0.04388022422790527
+SP by Walsh_7;3D Cube_7;13.0;0.043885231018066406
+SP by Walsh_7;3D Cube_8;10.0;0.04404783248901367
+SP by Walsh_7;3D Cube_9;13.0;0.042847633361816406
+SP by Walsh_7;2D Sphere_0;12.0;0.04391813278198242
+SP by Walsh_7;2D Sphere_1;10.0;0.04298734664916992
+SP by Walsh_7;2D Sphere_2;7.0;0.04395627975463867
+SP by Walsh_7;2D Sphere_3;7.0;0.04404640197753906
+SP by Walsh_7;2D Sphere_4;11.0;0.043044090270996094
+SP by Walsh_7;2D Sphere_5;11.0;0.043848276138305664
+SP by Walsh_7;2D Sphere_6;8.0;0.04391765594482422
+SP by Walsh_7;2D Sphere_7;14.0;0.04387974739074707
+SP by Walsh_7;2D Sphere_8;9.0;0.04288530349731445
+SP by Walsh_7;2D Sphere_9;9.0;0.04388427734375
+SP by Walsh_7;3D Sphere_0;6.0;0.04303789138793945
+SP by Walsh_7;3D Sphere_1;10.0;0.042887210845947266
+SP by Walsh_7;3D Sphere_2;9.0;0.04403543472290039
+SP by Walsh_7;3D Sphere_3;8.0;0.042882442474365234
+SP by Walsh_7;3D Sphere_4;9.0;0.04388070106506348
+SP by Walsh_7;3D Sphere_5;12.0;0.04396939277648926
+SP by Walsh_7;3D Sphere_6;13.0;0.04404163360595703
+SP by Walsh_7;3D Sphere_7;10.0;0.042885541915893555
+SP by Walsh_7;3D Sphere_8;14.0;0.0430302619934082
+SP by Walsh_7;3D Sphere_9;9.0;0.043880462646484375
+SP by Walsh_7;Urn culture_id 0.1_0;13.0;0.042885541915893555
+SP by Walsh_7;Urn culture_id 0.1_1;8.0;0.0438845157623291
+SP by Walsh_7;Urn culture_id 0.1_2;15.0;0.043047189712524414
+SP by Walsh_7;Urn culture_id 0.1_3;11.0;0.04387927055358887
+SP by Walsh_7;Urn culture_id 0.1_4;17.0;0.042885541915893555
+SP by Walsh_7;Urn culture_id 0.1_5;16.0;0.042885780334472656
+SP by Walsh_7;Urn culture_id 0.1_6;12.0;0.04388546943664551
+SP by Walsh_7;Urn culture_id 0.1_7;12.0;0.04288220405578613
+SP by Walsh_7;Urn culture_id 0.1_8;15.0;0.04288506507873535
+SP by Walsh_7;Urn culture_id 0.1_9;12.0;0.04385042190551758
+SP by Walsh_7;Norm-Mallows 0.5_0;15.0;0.04291653633117676
+SP by Walsh_7;Norm-Mallows 0.5_1;10.0;0.04396820068359375
+SP by Walsh_7;Norm-Mallows 0.5_2;9.0;0.04288220405578613
+SP by Walsh_7;Norm-Mallows 0.5_3;13.0;0.043036460876464844
+SP by Walsh_7;Norm-Mallows 0.5_4;10.0;0.04387974739074707
+SP by Walsh_7;Norm-Mallows 0.5_5;8.0;0.04288506507873535
+SP by Walsh_7;Norm-Mallows 0.5_6;12.0;0.043912410736083984
+SP by Walsh_7;Norm-Mallows 0.5_7;13.0;0.0489659309387207
+SP by Walsh_7;Norm-Mallows 0.5_8;7.0;0.04288506507873535
+SP by Walsh_7;Norm-Mallows 0.5_9;10.0;0.043916940689086914
+SP by Walsh_7;Urn culture_id (gamma)_0;13.0;0.04288291931152344
+SP by Walsh_7;Urn culture_id (gamma)_1;12.0;0.042885541915893555
+SP by Walsh_7;Urn culture_id (gamma)_2;13.0;0.04388236999511719
+SP by Walsh_7;Urn culture_id (gamma)_3;7.0;0.04303884506225586
+SP by Walsh_7;Urn culture_id (gamma)_4;12.0;0.04388618469238281
+SP by Walsh_7;Urn culture_id (gamma)_5;13.0;0.04288339614868164
+SP by Walsh_7;Urn culture_id (gamma)_6;13.0;0.04303860664367676
+SP by Walsh_7;Urn culture_id (gamma)_7;14.0;0.04305553436279297
+SP by Walsh_7;Urn culture_id (gamma)_8;9.0;0.04388070106506348
+SP by Walsh_7;Urn culture_id (gamma)_9;14.0;0.04288506507873535
+SP by Walsh_7;ID;21.0;0.042877912521362305
+SP by Walsh_7;UN_0;15.0;0.04292702674865723
+SP by Walsh_7;UN_1;14.0;0.042963504791259766
+SP by Walsh_7;UN_2;15.0;0.04389166831970215
+SP by Walsh_7;UN_3;14.0;0.043027639389038086
+SP by Walsh_7;AN;15.0;0.04308962821960449
+SP by Walsh_8;SP by Walsh_9;5.0;0.04388260841369629
+SP by Walsh_8;SPOC_0;10.0;0.043883323669433594
+SP by Walsh_8;SPOC_1;12.0;0.04488563537597656
+SP by Walsh_8;SPOC_2;13.0;0.044092655181884766
+SP by Walsh_8;SPOC_3;10.0;0.04388022422790527
+SP by Walsh_8;SPOC_4;14.0;0.04488062858581543
+SP by Walsh_8;SPOC_5;13.0;0.04388165473937988
+SP by Walsh_8;SPOC_6;10.0;0.043883323669433594
+SP by Walsh_8;SPOC_7;11.0;0.04502367973327637
+SP by Walsh_8;SPOC_8;16.0;0.044031381607055664
+SP by Walsh_8;SPOC_9;13.0;0.04388284683227539
+SP by Walsh_8;Group-Separable_0;16.0;0.04388260841369629
+SP by Walsh_8;Group-Separable_1;14.0;0.046036720275878906
+SP by Walsh_8;Group-Separable_2;16.0;0.0438838005065918
+SP by Walsh_8;Group-Separable_3;17.0;0.044031620025634766
+SP by Walsh_8;Group-Separable_4;18.0;0.043880462646484375
+SP by Walsh_8;Group-Separable_5;16.0;0.04404091835021973
+SP by Walsh_8;Group-Separable_6;16.0;0.04402494430541992
+SP by Walsh_8;Group-Separable_7;13.0;0.043883323669433594
+SP by Walsh_8;Group-Separable_8;18.0;0.04392290115356445
+SP by Walsh_8;Group-Separable_9;16.0;0.04387927055358887
+SP by Walsh_8;Single-Crossing_0;11.0;0.04388570785522461
+SP by Walsh_8;Single-Crossing_1;14.0;0.043964385986328125
+SP by Walsh_8;Single-Crossing_2;16.0;0.043878793716430664
+SP by Walsh_8;Single-Crossing_3;16.0;0.04388594627380371
+SP by Walsh_8;Single-Crossing_4;12.0;0.04387950897216797
+SP by Walsh_8;Single-Crossing_5;14.0;0.04304957389831543
+SP by Walsh_8;Single-Crossing_6;9.0;0.04396367073059082
+SP by Walsh_8;Single-Crossing_7;11.0;0.044180870056152344
+SP by Walsh_8;Single-Crossing_8;15.0;0.04288673400878906
+SP by Walsh_8;Single-Crossing_9;7.0;0.04404020309448242
+SP by Walsh_8;1D Interval_0;12.0;0.043883562088012695
+SP by Walsh_8;1D Interval_1;16.0;0.04289054870605469
+SP by Walsh_8;1D Interval_2;11.0;0.043877363204956055
+SP by Walsh_8;1D Interval_3;6.0;0.04487967491149902
+SP by Walsh_8;1D Interval_4;18.0;0.04388284683227539
+SP by Walsh_8;1D Interval_5;11.0;0.04388165473937988
+SP by Walsh_8;1D Interval_6;19.0;0.04288625717163086
+SP by Walsh_8;1D Interval_7;16.0;0.044971466064453125
+SP by Walsh_8;1D Interval_8;15.0;0.043885231018066406
+SP by Walsh_8;1D Interval_9;15.0;0.04388022422790527
+SP by Walsh_8;2D Disc_0;13.0;0.04388308525085449
+SP by Walsh_8;2D Disc_1;13.0;0.04388236999511719
+SP by Walsh_8;2D Disc_2;13.0;0.04388260841369629
+SP by Walsh_8;2D Disc_3;8.0;0.04488682746887207
+SP by Walsh_8;2D Disc_4;12.0;0.043181657791137695
+SP by Walsh_8;2D Disc_5;7.0;0.04388165473937988
+SP by Walsh_8;2D Disc_6;11.0;0.04388284683227539
+SP by Walsh_8;2D Disc_7;8.0;0.04388308525085449
+SP by Walsh_8;2D Disc_8;13.0;0.043882131576538086
+SP by Walsh_8;2D Disc_9;15.0;0.04396414756774902
+SP by Walsh_8;3D Cube_0;13.0;0.04413866996765137
+SP by Walsh_8;3D Cube_1;12.0;0.04388284683227539
+SP by Walsh_8;3D Cube_2;11.0;0.04399228096008301
+SP by Walsh_8;3D Cube_3;14.0;0.04487872123718262
+SP by Walsh_8;3D Cube_4;12.0;0.043885231018066406
+SP by Walsh_8;3D Cube_5;12.0;0.04611063003540039
+SP by Walsh_8;3D Cube_6;8.0;0.04503273963928223
+SP by Walsh_8;3D Cube_7;14.0;0.04288530349731445
+SP by Walsh_8;3D Cube_8;9.0;0.04388570785522461
+SP by Walsh_8;3D Cube_9;10.0;0.043885231018066406
+SP by Walsh_8;2D Sphere_0;13.0;0.042879581451416016
+SP by Walsh_8;2D Sphere_1;9.0;0.04388618469238281
+SP by Walsh_8;2D Sphere_2;12.0;0.04387974739074707
+SP by Walsh_8;2D Sphere_3;10.0;0.04288792610168457
+SP by Walsh_8;2D Sphere_4;14.0;0.0448455810546875
+SP by Walsh_8;2D Sphere_5;8.0;0.04307103157043457
+SP by Walsh_8;2D Sphere_6;5.0;0.0438847541809082
+SP by Walsh_8;2D Sphere_7;13.0;0.04388117790222168
+SP by Walsh_8;2D Sphere_8;14.0;0.04404425621032715
+SP by Walsh_8;2D Sphere_9;6.0;0.042881011962890625
+SP by Walsh_8;3D Sphere_0;7.0;0.04403281211853027
+SP by Walsh_8;3D Sphere_1;13.0;0.04388284683227539
+SP by Walsh_8;3D Sphere_2;10.0;0.04317307472229004
+SP by Walsh_8;3D Sphere_3;9.0;0.04388260841369629
+SP by Walsh_8;3D Sphere_4;10.0;0.04398703575134277
+SP by Walsh_8;3D Sphere_5;7.0;0.04308366775512695
+SP by Walsh_8;3D Sphere_6;16.0;0.04388284683227539
+SP by Walsh_8;3D Sphere_7;13.0;0.04598069190979004
+SP by Walsh_8;3D Sphere_8;15.0;0.043885231018066406
+SP by Walsh_8;3D Sphere_9;10.0;0.04288196563720703
+SP by Walsh_8;Urn culture_id 0.1_0;12.0;0.043883323669433594
+SP by Walsh_8;Urn culture_id 0.1_1;13.0;0.04388689994812012
+SP by Walsh_8;Urn culture_id 0.1_2;16.0;0.043878793716430664
+SP by Walsh_8;Urn culture_id 0.1_3;12.0;0.04288506507873535
+SP by Walsh_8;Urn culture_id 0.1_4;16.0;0.04388284683227539
+SP by Walsh_8;Urn culture_id 0.1_5;15.0;0.04388594627380371
+SP by Walsh_8;Urn culture_id 0.1_6;13.0;0.04388070106506348
+SP by Walsh_8;Urn culture_id 0.1_7;11.0;0.04288363456726074
+SP by Walsh_8;Urn culture_id 0.1_8;16.0;0.04385018348693848
+SP by Walsh_8;Urn culture_id 0.1_9;11.0;0.04391598701477051
+SP by Walsh_8;Norm-Mallows 0.5_0;12.0;0.04388594627380371
+SP by Walsh_8;Norm-Mallows 0.5_1;7.0;0.04288339614868164
+SP by Walsh_8;Norm-Mallows 0.5_2;12.0;0.044033050537109375
+SP by Walsh_8;Norm-Mallows 0.5_3;12.0;0.04591226577758789
+SP by Walsh_8;Norm-Mallows 0.5_4;5.0;0.05298495292663574
+SP by Walsh_8;Norm-Mallows 0.5_5;9.0;0.04384899139404297
+SP by Walsh_8;Norm-Mallows 0.5_6;11.0;0.04391598701477051
+SP by Walsh_8;Norm-Mallows 0.5_7;14.0;0.042885780334472656
+SP by Walsh_8;Norm-Mallows 0.5_8;8.0;0.04388022422790527
+SP by Walsh_8;Norm-Mallows 0.5_9;11.0;0.04587674140930176
+SP by Walsh_8;Urn culture_id (gamma)_0;14.0;0.04388284683227539
+SP by Walsh_8;Urn culture_id (gamma)_1;13.0;0.04288625717163086
+SP by Walsh_8;Urn culture_id (gamma)_2;14.0;0.04388427734375
+SP by Walsh_8;Urn culture_id (gamma)_3;10.0;0.044037580490112305
+SP by Walsh_8;Urn culture_id (gamma)_4;13.0;0.04388141632080078
+SP by Walsh_8;Urn culture_id (gamma)_5;16.0;0.04304146766662598
+SP by Walsh_8;Urn culture_id (gamma)_6;12.0;0.04400062561035156
+SP by Walsh_8;Urn culture_id (gamma)_7;17.0;0.04406476020812988
+SP by Walsh_8;Urn culture_id (gamma)_8;12.0;0.04388594627380371
+SP by Walsh_8;Urn culture_id (gamma)_9;15.0;0.04403066635131836
+SP by Walsh_8;ID;18.0;0.04402780532836914
+SP by Walsh_8;UN_0;16.0;0.04392576217651367
+SP by Walsh_8;UN_1;17.0;0.04407215118408203
+SP by Walsh_8;UN_2;18.0;0.04388284683227539
+SP by Walsh_8;UN_3;17.0;0.04388284683227539
+SP by Walsh_8;AN;20.0;0.04501748085021973
+SP by Walsh_9;SPOC_0;11.0;0.040891408920288086
+SP by Walsh_9;SPOC_1;15.0;0.04188728332519531
+SP by Walsh_9;SPOC_2;14.0;0.04188799858093262
+SP by Walsh_9;SPOC_3;13.0;0.04088997840881348
+SP by Walsh_9;SPOC_4;13.0;0.040894508361816406
+SP by Walsh_9;SPOC_5;16.0;0.04088759422302246
+SP by Walsh_9;SPOC_6;11.0;0.04189109802246094
+SP by Walsh_9;SPOC_7;10.0;0.04088759422302246
+SP by Walsh_9;SPOC_8;17.0;0.0408933162689209
+SP by Walsh_9;SPOC_9;16.0;0.040888071060180664
+SP by Walsh_9;Group-Separable_0;15.0;0.0418848991394043
+SP by Walsh_9;Group-Separable_1;15.0;0.0408933162689209
+SP by Walsh_9;Group-Separable_2;15.0;0.04089069366455078
+SP by Walsh_9;Group-Separable_3;18.0;0.040894269943237305
+SP by Walsh_9;Group-Separable_4;17.0;0.04188728332519531
+SP by Walsh_9;Group-Separable_5;17.0;0.04088759422302246
+SP by Walsh_9;Group-Separable_6;17.0;0.04089045524597168
+SP by Walsh_9;Group-Separable_7;16.0;0.04089474678039551
+SP by Walsh_9;Group-Separable_8;17.0;0.041884422302246094
+SP by Walsh_9;Group-Separable_9;13.0;0.0408940315246582
+SP by Walsh_9;Single-Crossing_0;10.0;0.040925025939941406
+SP by Walsh_9;Single-Crossing_1;13.0;0.04097890853881836
+SP by Walsh_9;Single-Crossing_2;17.0;0.04089069366455078
+SP by Walsh_9;Single-Crossing_3;13.0;0.04189014434814453
+SP by Walsh_9;Single-Crossing_4;11.0;0.04088902473449707
+SP by Walsh_9;Single-Crossing_5;11.0;0.04088997840881348
+SP by Walsh_9;Single-Crossing_6;8.0;0.041945695877075195
+SP by Walsh_9;Single-Crossing_7;6.0;0.04089236259460449
+SP by Walsh_9;Single-Crossing_8;14.0;0.04188942909240723
+SP by Walsh_9;Single-Crossing_9;8.0;0.0418856143951416
+SP by Walsh_9;1D Interval_0;9.0;0.040891408920288086
+SP by Walsh_9;1D Interval_1;17.0;0.041886329650878906
+SP by Walsh_9;1D Interval_2;14.0;0.04089212417602539
+SP by Walsh_9;1D Interval_3;5.0;0.041889190673828125
+SP by Walsh_9;1D Interval_4;15.0;0.040888309478759766
+SP by Walsh_9;1D Interval_5;10.0;0.040891170501708984
+SP by Walsh_9;1D Interval_6;16.0;0.04188728332519531
+SP by Walsh_9;1D Interval_7;15.0;0.040891170501708984
+SP by Walsh_9;1D Interval_8;14.0;0.041887760162353516
+SP by Walsh_9;1D Interval_9;14.0;0.0408935546875
+SP by Walsh_9;2D Disc_0;10.0;0.0418853759765625
+SP by Walsh_9;2D Disc_1;14.0;0.04089188575744629
+SP by Walsh_9;2D Disc_2;14.0;0.041886091232299805
+SP by Walsh_9;2D Disc_3;11.0;0.04100179672241211
+SP by Walsh_9;2D Disc_4;15.0;0.04188823699951172
+SP by Walsh_9;2D Disc_5;6.0;0.04089164733886719
+SP by Walsh_9;2D Disc_6;16.0;0.04200005531311035
+SP by Walsh_9;2D Disc_7;7.0;0.04089045524597168
+SP by Walsh_9;2D Disc_8;14.0;0.041886329650878906
+SP by Walsh_9;2D Disc_9;14.0;0.04089069366455078
+SP by Walsh_9;3D Cube_0;12.0;0.04288792610168457
+SP by Walsh_9;3D Cube_1;15.0;0.040888309478759766
+SP by Walsh_9;3D Cube_2;10.0;0.04089069366455078
+SP by Walsh_9;3D Cube_3;13.0;0.040892839431762695
+SP by Walsh_9;3D Cube_4;13.0;0.04085803031921387
+SP by Walsh_9;3D Cube_5;13.0;0.041329145431518555
+SP by Walsh_9;3D Cube_6;5.0;0.04088997840881348
+SP by Walsh_9;3D Cube_7;11.0;0.04089665412902832
+SP by Walsh_9;3D Cube_8;12.0;0.04088568687438965
+SP by Walsh_9;3D Cube_9;11.0;0.04188799858093262
+SP by Walsh_9;2D Sphere_0;10.0;0.04088950157165527
+SP by Walsh_9;2D Sphere_1;10.0;0.04104137420654297
+SP by Walsh_9;2D Sphere_2;15.0;0.04088592529296875
+SP by Walsh_9;2D Sphere_3;7.0;0.04089522361755371
+SP by Walsh_9;2D Sphere_4;15.0;0.04088592529296875
+SP by Walsh_9;2D Sphere_5;7.0;0.0408937931060791
+SP by Walsh_9;2D Sphere_6;6.0;0.04088854789733887
+SP by Walsh_9;2D Sphere_7;14.0;0.04189014434814453
+SP by Walsh_9;2D Sphere_8;11.0;0.04096698760986328
+SP by Walsh_9;2D Sphere_9;7.0;0.040921688079833984
+SP by Walsh_9;3D Sphere_0;10.0;0.04105043411254883
+SP by Walsh_9;3D Sphere_1;14.0;0.04089093208312988
+SP by Walsh_9;3D Sphere_2;11.0;0.04089093208312988
+SP by Walsh_9;3D Sphere_3;10.0;0.04089045524597168
+SP by Walsh_9;3D Sphere_4;9.0;0.04188728332519531
+SP by Walsh_9;3D Sphere_5;6.0;0.04089188575744629
+SP by Walsh_9;3D Sphere_6;17.0;0.04188728332519531
+SP by Walsh_9;3D Sphere_7;14.0;0.04089069366455078
+SP by Walsh_9;3D Sphere_8;14.0;0.04099416732788086
+SP by Walsh_9;3D Sphere_9;11.0;0.040892839431762695
+SP by Walsh_9;Urn culture_id 0.1_0;13.0;0.04089188575744629
+SP by Walsh_9;Urn culture_id 0.1_1;14.0;0.04088759422302246
+SP by Walsh_9;Urn culture_id 0.1_2;15.0;0.0408940315246582
+SP by Walsh_9;Urn culture_id 0.1_3;13.0;0.041886329650878906
+SP by Walsh_9;Urn culture_id 0.1_4;13.0;0.04088854789733887
+SP by Walsh_9;Urn culture_id 0.1_5;14.0;0.04089045524597168
+SP by Walsh_9;Urn culture_id 0.1_6;12.0;0.040892839431762695
+SP by Walsh_9;Urn culture_id 0.1_7;14.0;0.04088878631591797
+SP by Walsh_9;Urn culture_id 0.1_8;17.0;0.04089045524597168
+SP by Walsh_9;Urn culture_id 0.1_9;12.0;0.04188847541809082
+SP by Walsh_9;Norm-Mallows 0.5_0;11.0;0.0408930778503418
+SP by Walsh_9;Norm-Mallows 0.5_1;10.0;0.04089212417602539
+SP by Walsh_9;Norm-Mallows 0.5_2;13.0;0.04088616371154785
+SP by Walsh_9;Norm-Mallows 0.5_3;13.0;0.0408930778503418
+SP by Walsh_9;Norm-Mallows 0.5_4;2.0;0.040924072265625
+SP by Walsh_9;Norm-Mallows 0.5_5;8.0;0.040889739990234375
+SP by Walsh_9;Norm-Mallows 0.5_6;10.0;0.04089021682739258
+SP by Walsh_9;Norm-Mallows 0.5_7;15.0;0.04304385185241699
+SP by Walsh_9;Norm-Mallows 0.5_8;13.0;0.04191994667053223
+SP by Walsh_9;Norm-Mallows 0.5_9;12.0;0.04288887977600098
+SP by Walsh_9;Urn culture_id (gamma)_0;11.0;0.040888071060180664
+SP by Walsh_9;Urn culture_id (gamma)_1;14.0;0.04188990592956543
+SP by Walsh_9;Urn culture_id (gamma)_2;15.0;0.04089093208312988
+SP by Walsh_9;Urn culture_id (gamma)_3;13.0;0.0418848991394043
+SP by Walsh_9;Urn culture_id (gamma)_4;12.0;0.0408933162689209
+SP by Walsh_9;Urn culture_id (gamma)_5;19.0;0.04088759422302246
+SP by Walsh_9;Urn culture_id (gamma)_6;11.0;0.04189133644104004
+SP by Walsh_9;Urn culture_id (gamma)_7;18.0;0.04088759422302246
+SP by Walsh_9;Urn culture_id (gamma)_8;11.0;0.040895938873291016
+SP by Walsh_9;Urn culture_id (gamma)_9;16.0;0.04188346862792969
+SP by Walsh_9;ID;17.0;0.0408937931060791
+SP by Walsh_9;UN_0;19.0;0.04088783264160156
+SP by Walsh_9;UN_1;18.0;0.04099416732788086
+SP by Walsh_9;UN_2;19.0;0.040889739990234375
+SP by Walsh_9;UN_3;18.0;0.04188895225524902
+SP by Walsh_9;AN;19.0;0.04088926315307617
+SPOC_0;SPOC_1;8.0;0.042885541915893555
+SPOC_0;SPOC_2;5.0;0.04388236999511719
+SPOC_0;SPOC_3;10.0;0.04288601875305176
+SPOC_0;SPOC_4;8.0;0.04313015937805176
+SPOC_0;SPOC_5;11.0;0.04388260841369629
+SPOC_0;SPOC_6;10.0;0.04288744926452637
+SPOC_0;SPOC_7;9.0;0.0440526008605957
+SPOC_0;SPOC_8;14.0;0.043885231018066406
+SPOC_0;SPOC_9;11.0;0.04288315773010254
+SPOC_0;Group-Separable_0;12.0;0.043881893157958984
+SPOC_0;Group-Separable_1;14.0;0.042885780334472656
+SPOC_0;Group-Separable_2;14.0;0.042885780334472656
+SPOC_0;Group-Separable_3;15.0;0.04399442672729492
+SPOC_0;Group-Separable_4;16.0;0.04288530349731445
+SPOC_0;Group-Separable_5;14.0;0.04288530349731445
+SPOC_0;Group-Separable_6;12.0;0.04388093948364258
+SPOC_0;Group-Separable_7;11.0;0.04288482666015625
+SPOC_0;Group-Separable_8;16.0;0.04303717613220215
+SPOC_0;Group-Separable_9;12.0;0.04388570785522461
+SPOC_0;Single-Crossing_0;15.0;0.04288220405578613
+SPOC_0;Single-Crossing_1;10.0;0.043886661529541016
+SPOC_0;Single-Crossing_2;10.0;0.04288172721862793
+SPOC_0;Single-Crossing_3;8.0;0.04388284683227539
+SPOC_0;Single-Crossing_4;12.0;0.04288482666015625
+SPOC_0;Single-Crossing_5;12.0;0.04388236999511719
+SPOC_0;Single-Crossing_6;11.0;0.042853593826293945
+SPOC_0;Single-Crossing_7;11.0;0.043914794921875
+SPOC_0;Single-Crossing_8;11.0;0.042885780334472656
+SPOC_0;Single-Crossing_9;13.0;0.04388713836669922
+SPOC_0;1D Interval_0;12.0;0.04399371147155762
+SPOC_0;1D Interval_1;14.0;0.043883323669433594
+SPOC_0;1D Interval_2;15.0;0.042883872985839844
+SPOC_0;1D Interval_3;12.0;0.04388093948364258
+SPOC_0;1D Interval_4;16.0;0.042883872985839844
+SPOC_0;1D Interval_5;13.0;0.04288601875305176
+SPOC_0;1D Interval_6;17.0;0.042958974838256836
+SPOC_0;1D Interval_7;14.0;0.04388618469238281
+SPOC_0;1D Interval_8;15.0;0.04288220405578613
+SPOC_0;1D Interval_9;11.0;0.04288816452026367
+SPOC_0;2D Disc_0;11.0;0.04404091835021973
+SPOC_0;2D Disc_1;13.0;0.04288506507873535
+SPOC_0;2D Disc_2;11.0;0.04289436340332031
+SPOC_0;2D Disc_3;10.0;0.04387378692626953
+SPOC_0;2D Disc_4;12.0;0.04288911819458008
+SPOC_0;2D Disc_5;11.0;0.04288148880004883
+SPOC_0;2D Disc_6;9.0;0.0438847541809082
+SPOC_0;2D Disc_7;10.0;0.042887210845947266
+SPOC_0;2D Disc_8;11.0;0.043879032135009766
+SPOC_0;2D Disc_9;11.0;0.04288506507873535
+SPOC_0;3D Cube_0;9.0;0.04392385482788086
+SPOC_0;3D Cube_1;14.0;0.04288148880004883
+SPOC_0;3D Cube_2;11.0;0.043883323669433594
+SPOC_0;3D Cube_3;12.0;0.04388165473937988
+SPOC_0;3D Cube_4;8.0;0.043883562088012695
+SPOC_0;3D Cube_5;8.0;0.04288673400878906
+SPOC_0;3D Cube_6;10.0;0.04388093948364258
+SPOC_0;3D Cube_7;8.0;0.04388546943664551
+SPOC_0;3D Cube_8;11.0;0.04388093948364258
+SPOC_0;3D Cube_9;10.0;0.042883872985839844
+SPOC_0;2D Sphere_0;15.0;0.0438847541809082
+SPOC_0;2D Sphere_1;11.0;0.04403972625732422
+SPOC_0;2D Sphere_2;12.0;0.04288506507873535
+SPOC_0;2D Sphere_3;10.0;0.043889522552490234
+SPOC_0;2D Sphere_4;12.0;0.04387664794921875
+SPOC_0;2D Sphere_5;12.0;0.04288458824157715
+SPOC_0;2D Sphere_6;11.0;0.043868064880371094
+SPOC_0;2D Sphere_7;15.0;0.04389834403991699
+SPOC_0;2D Sphere_8;10.0;0.04288482666015625
+SPOC_0;2D Sphere_9;10.0;0.043967485427856445
+SPOC_0;3D Sphere_0;11.0;0.04388022422790527
+SPOC_0;3D Sphere_1;11.0;0.04288649559020996
+SPOC_0;3D Sphere_2;10.0;0.043875932693481445
+SPOC_0;3D Sphere_3;11.0;0.04392743110656738
+SPOC_0;3D Sphere_4;10.0;0.042885541915893555
+SPOC_0;3D Sphere_5;11.0;0.043958187103271484
+SPOC_0;3D Sphere_6;8.0;0.04508805274963379
+SPOC_0;3D Sphere_7;9.0;0.043141841888427734
+SPOC_0;3D Sphere_8;11.0;0.043131113052368164
+SPOC_0;3D Sphere_9;14.0;0.04395723342895508
+SPOC_0;Urn culture_id 0.1_0;10.0;0.04337358474731445
+SPOC_0;Urn culture_id 0.1_1;11.0;0.04295039176940918
+SPOC_0;Urn culture_id 0.1_2;12.0;0.04288291931152344
+SPOC_0;Urn culture_id 0.1_3;10.0;0.043883562088012695
+SPOC_0;Urn culture_id 0.1_4;16.0;0.04288649559020996
+SPOC_0;Urn culture_id 0.1_5;9.0;0.04288506507873535
+SPOC_0;Urn culture_id 0.1_6;11.0;0.043880462646484375
+SPOC_0;Urn culture_id 0.1_7;11.0;0.04288530349731445
+SPOC_0;Urn culture_id 0.1_8;12.0;0.042885541915893555
+SPOC_0;Urn culture_id 0.1_9;11.0;0.04388236999511719
+SPOC_0;Norm-Mallows 0.5_0;14.0;0.04288649559020996
+SPOC_0;Norm-Mallows 0.5_1;11.0;0.04288458824157715
+SPOC_0;Norm-Mallows 0.5_2;8.0;0.043884992599487305
+SPOC_0;Norm-Mallows 0.5_3;8.0;0.04288506507873535
+SPOC_0;Norm-Mallows 0.5_4;11.0;0.04288339614868164
+SPOC_0;Norm-Mallows 0.5_5;9.0;0.04388236999511719
+SPOC_0;Norm-Mallows 0.5_6;11.0;0.04285311698913574
+SPOC_0;Norm-Mallows 0.5_7;8.0;0.042914628982543945
+SPOC_0;Norm-Mallows 0.5_8;8.0;0.04499936103820801
+SPOC_0;Norm-Mallows 0.5_9;11.0;0.04487943649291992
+SPOC_0;Urn culture_id (gamma)_0;12.0;0.043884992599487305
+SPOC_0;Urn culture_id (gamma)_1;13.0;0.04288673400878906
+SPOC_0;Urn culture_id (gamma)_2;8.0;0.04387927055358887
+SPOC_0;Urn culture_id (gamma)_3;6.0;0.042885780334472656
+SPOC_0;Urn culture_id (gamma)_4;11.0;0.04388141632080078
+SPOC_0;Urn culture_id (gamma)_5;14.0;0.04288625717163086
+SPOC_0;Urn culture_id (gamma)_6;14.0;0.0438847541809082
+SPOC_0;Urn culture_id (gamma)_7;13.0;0.042885541915893555
+SPOC_0;Urn culture_id (gamma)_8;8.0;0.04387974739074707
+SPOC_0;Urn culture_id (gamma)_9;11.0;0.04297494888305664
+SPOC_0;ID;22.0;0.04299044609069824
+SPOC_0;UN_0;14.0;0.04288506507873535
+SPOC_0;UN_1;13.0;0.043884992599487305
+SPOC_0;UN_2;14.0;0.04288482666015625
+SPOC_0;UN_3;13.0;0.04288506507873535
+SPOC_0;AN;20.0;0.043882131576538086
+SPOC_1;SPOC_2;5.0;0.041889190673828125
+SPOC_1;SPOC_3;8.0;0.04288768768310547
+SPOC_1;SPOC_4;8.0;0.041883230209350586
+SPOC_1;SPOC_5;9.0;0.042887210845947266
+SPOC_1;SPOC_6;8.0;0.04192519187927246
+SPOC_1;SPOC_7;9.0;0.04188418388366699
+SPOC_1;SPOC_8;8.0;0.0428926944732666
+SPOC_1;SPOC_9;9.0;0.042881011962890625
+SPOC_1;Group-Separable_0;10.0;0.0418858528137207
+SPOC_1;Group-Separable_1;16.0;0.042887210845947266
+SPOC_1;Group-Separable_2;16.0;0.0418856143951416
+SPOC_1;Group-Separable_3;15.0;0.04188823699951172
+SPOC_1;Group-Separable_4;18.0;0.04288482666015625
+SPOC_1;Group-Separable_5;14.0;0.04188990592956543
+SPOC_1;Group-Separable_6;10.0;0.04188847541809082
+SPOC_1;Group-Separable_7;9.0;0.04288625717163086
+SPOC_1;Group-Separable_8;18.0;0.04188823699951172
+SPOC_1;Group-Separable_9;12.0;0.0418851375579834
+SPOC_1;Single-Crossing_0;17.0;0.04288458824157715
+SPOC_1;Single-Crossing_1;14.0;0.04188823699951172
+SPOC_1;Single-Crossing_2;14.0;0.04188871383666992
+SPOC_1;Single-Crossing_3;10.0;0.04288482666015625
+SPOC_1;Single-Crossing_4;14.0;0.04189133644104004
+SPOC_1;Single-Crossing_5;14.0;0.04188656806945801
+SPOC_1;Single-Crossing_6;13.0;0.042886972427368164
+SPOC_1;Single-Crossing_7;15.0;0.041884660720825195
+SPOC_1;Single-Crossing_8;13.0;0.042886972427368164
+SPOC_1;Single-Crossing_9;15.0;0.041967153549194336
+SPOC_1;1D Interval_0;14.0;0.04292631149291992
+SPOC_1;1D Interval_1;18.0;0.041887521743774414
+SPOC_1;1D Interval_2;15.0;0.04300212860107422
+SPOC_1;1D Interval_3;14.0;0.04288649559020996
+SPOC_1;1D Interval_4;22.0;0.042884111404418945
+SPOC_1;1D Interval_5;15.0;0.041887521743774414
+SPOC_1;1D Interval_6;17.0;0.04288482666015625
+SPOC_1;1D Interval_7;18.0;0.042885780334472656
+SPOC_1;1D Interval_8;19.0;0.04188799858093262
+SPOC_1;1D Interval_9;15.0;0.04288482666015625
+SPOC_1;2D Disc_0;13.0;0.042885780334472656
+SPOC_1;2D Disc_1;13.0;0.04188799858093262
+SPOC_1;2D Disc_2;13.0;0.04288506507873535
+SPOC_1;2D Disc_3;14.0;0.042885541915893555
+SPOC_1;2D Disc_4;18.0;0.04188799858093262
+SPOC_1;2D Disc_5;15.0;0.042885541915893555
+SPOC_1;2D Disc_6;9.0;0.042885541915893555
+SPOC_1;2D Disc_7;14.0;0.041887760162353516
+SPOC_1;2D Disc_8;7.0;0.04288434982299805
+SPOC_1;2D Disc_9;11.0;0.042885780334472656
+SPOC_1;3D Cube_0;11.0;0.04288768768310547
+SPOC_1;3D Cube_1;12.0;0.04288673400878906
+SPOC_1;3D Cube_2;19.0;0.041991472244262695
+SPOC_1;3D Cube_3;14.0;0.042885780334472656
+SPOC_1;3D Cube_4;10.0;0.04291725158691406
+SPOC_1;3D Cube_5;12.0;0.04189109802246094
+SPOC_1;3D Cube_6;14.0;0.043881893157958984
+SPOC_1;3D Cube_7;10.0;0.041890859603881836
+SPOC_1;3D Cube_8;11.0;0.04188680648803711
+SPOC_1;3D Cube_9;6.0;0.04288673400878906
+SPOC_1;2D Sphere_0;17.0;0.0418853759765625
+SPOC_1;2D Sphere_1;13.0;0.04185676574707031
+SPOC_1;2D Sphere_2;14.0;0.04333853721618652
+SPOC_1;2D Sphere_3;16.0;0.041890621185302734
+SPOC_1;2D Sphere_4;10.0;0.041887760162353516
+SPOC_1;2D Sphere_5;12.0;0.0418851375579834
+SPOC_1;2D Sphere_6;13.0;0.042885541915893555
+SPOC_1;2D Sphere_7;11.0;0.041890859603881836
+SPOC_1;2D Sphere_8;12.0;0.04188656806945801
+SPOC_1;2D Sphere_9;14.0;0.04288315773010254
+SPOC_1;3D Sphere_0;15.0;0.04189038276672363
+SPOC_1;3D Sphere_1;9.0;0.04296565055847168
+SPOC_1;3D Sphere_2;10.0;0.04188990592956543
+SPOC_1;3D Sphere_3;13.0;0.0418848991394043
+SPOC_1;3D Sphere_4;12.0;0.04288506507873535
+SPOC_1;3D Sphere_5;13.0;0.04188823699951172
+SPOC_1;3D Sphere_6;8.0;0.041890859603881836
+SPOC_1;3D Sphere_7;11.0;0.04288220405578613
+SPOC_1;3D Sphere_8;7.0;0.04188990592956543
+SPOC_1;3D Sphere_9;14.0;0.042944908142089844
+SPOC_1;Urn culture_id 0.1_0;10.0;0.042886972427368164
+SPOC_1;Urn culture_id 0.1_1;9.0;0.0418856143951416
+SPOC_1;Urn culture_id 0.1_2;16.0;0.04188895225524902
+SPOC_1;Urn culture_id 0.1_3;10.0;0.04288506507873535
+SPOC_1;Urn culture_id 0.1_4;24.0;0.04188799858093262
+SPOC_1;Urn culture_id 0.1_5;13.0;0.04189038276672363
+SPOC_1;Urn culture_id 0.1_6;9.0;0.0418856143951416
+SPOC_1;Urn culture_id 0.1_7;13.0;0.04288744926452637
+SPOC_1;Urn culture_id 0.1_8;12.0;0.0418853759765625
+SPOC_1;Urn culture_id 0.1_9;13.0;0.04188823699951172
+SPOC_1;Norm-Mallows 0.5_0;16.0;0.04288482666015625
+SPOC_1;Norm-Mallows 0.5_1;13.0;0.04188895225524902
+SPOC_1;Norm-Mallows 0.5_2;10.0;0.04188990592956543
+SPOC_1;Norm-Mallows 0.5_3;12.0;0.04298901557922363
+SPOC_1;Norm-Mallows 0.5_4;13.0;0.04188728332519531
+SPOC_1;Norm-Mallows 0.5_5;15.0;0.04288530349731445
+SPOC_1;Norm-Mallows 0.5_6;15.0;0.042885541915893555
+SPOC_1;Norm-Mallows 0.5_7;12.0;0.04188704490661621
+SPOC_1;Norm-Mallows 0.5_8;10.0;0.04288649559020996
+SPOC_1;Norm-Mallows 0.5_9;11.0;0.04288530349731445
+SPOC_1;Urn culture_id (gamma)_0;10.0;0.04288506507873535
+SPOC_1;Urn culture_id (gamma)_1;9.0;0.0418550968170166
+SPOC_1;Urn culture_id (gamma)_2;8.0;0.04816317558288574
+SPOC_1;Urn culture_id (gamma)_3;10.0;0.042885780334472656
+SPOC_1;Urn culture_id (gamma)_4;9.0;0.04288434982299805
+SPOC_1;Urn culture_id (gamma)_5;8.0;0.04289412498474121
+SPOC_1;Urn culture_id (gamma)_6;12.0;0.04287886619567871
+SPOC_1;Urn culture_id (gamma)_7;9.0;0.04288649559020996
+SPOC_1;Urn culture_id (gamma)_8;10.0;0.04288220405578613
+SPOC_1;Urn culture_id (gamma)_9;9.0;0.041890859603881836
+SPOC_1;ID;28.0;0.042885780334472656
+SPOC_1;UN_0;8.0;0.042882442474365234
+SPOC_1;UN_1;9.0;0.04189014434814453
+SPOC_1;UN_2;8.0;0.042885780334472656
+SPOC_1;UN_3;9.0;0.042884111404418945
+SPOC_1;AN;18.0;0.04288363456726074
+SPOC_2;SPOC_3;11.0;0.042885541915893555
+SPOC_2;SPOC_4;7.0;0.043885231018066406
+SPOC_2;SPOC_5;10.0;0.04300546646118164
+SPOC_2;SPOC_6;9.0;0.04387545585632324
+SPOC_2;SPOC_7;8.0;0.04288506507873535
+SPOC_2;SPOC_8;13.0;0.04388546943664551
+SPOC_2;SPOC_9;10.0;0.042882680892944336
+SPOC_2;Group-Separable_0;9.0;0.04288530349731445
+SPOC_2;Group-Separable_1;13.0;0.04288673400878906
+SPOC_2;Group-Separable_2;15.0;0.045105695724487305
+SPOC_2;Group-Separable_3;14.0;0.04299354553222656
+SPOC_2;Group-Separable_4;17.0;0.04388427734375
+SPOC_2;Group-Separable_5;13.0;0.04298567771911621
+SPOC_2;Group-Separable_6;9.0;0.042885541915893555
+SPOC_2;Group-Separable_7;12.0;0.04288482666015625
+SPOC_2;Group-Separable_8;17.0;0.04288530349731445
+SPOC_2;Group-Separable_9;11.0;0.04289054870605469
+SPOC_2;Single-Crossing_0;16.0;0.043877601623535156
+SPOC_2;Single-Crossing_1;13.0;0.04288625717163086
+SPOC_2;Single-Crossing_2;11.0;0.04288458824157715
+SPOC_2;Single-Crossing_3;11.0;0.04288482666015625
+SPOC_2;Single-Crossing_4;13.0;0.042885541915893555
+SPOC_2;Single-Crossing_5;13.0;0.0428919792175293
+SPOC_2;Single-Crossing_6;12.0;0.042881011962890625
+SPOC_2;Single-Crossing_7;14.0;0.04288315773010254
+SPOC_2;Single-Crossing_8;12.0;0.04388570785522461
+SPOC_2;Single-Crossing_9;14.0;0.042882442474365234
+SPOC_2;1D Interval_0;11.0;0.042893171310424805
+SPOC_2;1D Interval_1;15.0;0.04288029670715332
+SPOC_2;1D Interval_2;14.0;0.042917490005493164
+SPOC_2;1D Interval_3;11.0;0.04389023780822754
+SPOC_2;1D Interval_4;17.0;0.04188799858093262
+SPOC_2;1D Interval_5;12.0;0.0439000129699707
+SPOC_2;1D Interval_6;14.0;0.04295158386230469
+SPOC_2;1D Interval_7;15.0;0.04907417297363281
+SPOC_2;1D Interval_8;16.0;0.04288458824157715
+SPOC_2;1D Interval_9;12.0;0.04288530349731445
+SPOC_2;2D Disc_0;12.0;0.04288530349731445
+SPOC_2;2D Disc_1;12.0;0.04288506507873535
+SPOC_2;2D Disc_2;12.0;0.043883562088012695
+SPOC_2;2D Disc_3;13.0;0.04288506507873535
+SPOC_2;2D Disc_4;15.0;0.04304337501525879
+SPOC_2;2D Disc_5;14.0;0.04288196563720703
+SPOC_2;2D Disc_6;8.0;0.042885541915893555
+SPOC_2;2D Disc_7;11.0;0.042885780334472656
+SPOC_2;2D Disc_8;10.0;0.04388618469238281
+SPOC_2;2D Disc_9;8.0;0.04288434982299805
+SPOC_2;3D Cube_0;10.0;0.04288220405578613
+SPOC_2;3D Cube_1;11.0;0.043883562088012695
+SPOC_2;3D Cube_2;16.0;0.04288506507873535
+SPOC_2;3D Cube_3;11.0;0.04288744926452637
+SPOC_2;3D Cube_4;9.0;0.04288625717163086
+SPOC_2;3D Cube_5;11.0;0.043886423110961914
+SPOC_2;3D Cube_6;13.0;0.042878150939941406
+SPOC_2;3D Cube_7;9.0;0.04388737678527832
+SPOC_2;3D Cube_8;8.0;0.04288601875305176
+SPOC_2;3D Cube_9;7.0;0.04296135902404785
+SPOC_2;2D Sphere_0;16.0;0.044994354248046875
+SPOC_2;2D Sphere_1;14.0;0.042886972427368164
+SPOC_2;2D Sphere_2;13.0;0.0438845157623291
+SPOC_2;2D Sphere_3;15.0;0.04288220405578613
+SPOC_2;2D Sphere_4;9.0;0.04288434982299805
+SPOC_2;2D Sphere_5;11.0;0.04288530349731445
+SPOC_2;2D Sphere_6;14.0;0.04288744926452637
+SPOC_2;2D Sphere_7;12.0;0.042890071868896484
+SPOC_2;2D Sphere_8;11.0;0.043875932693481445
+SPOC_2;2D Sphere_9;11.0;0.04288482666015625
+SPOC_2;3D Sphere_0;14.0;0.042885780334472656
+SPOC_2;3D Sphere_1;8.0;0.04288768768310547
+SPOC_2;3D Sphere_2;9.0;0.04288482666015625
+SPOC_2;3D Sphere_3;12.0;0.04288506507873535
+SPOC_2;3D Sphere_4;13.0;0.04302811622619629
+SPOC_2;3D Sphere_5;12.0;0.0438838005065918
+SPOC_2;3D Sphere_6;9.0;0.042883872985839844
+SPOC_2;3D Sphere_7;8.0;0.042888641357421875
+SPOC_2;3D Sphere_8;6.0;0.04288172721862793
+SPOC_2;3D Sphere_9;15.0;0.04304337501525879
+SPOC_2;Urn culture_id 0.1_0;9.0;0.042885541915893555
+SPOC_2;Urn culture_id 0.1_1;8.0;0.04288482666015625
+SPOC_2;Urn culture_id 0.1_2;13.0;0.04389142990112305
+SPOC_2;Urn culture_id 0.1_3;7.0;0.04301905632019043
+SPOC_2;Urn culture_id 0.1_4;21.0;0.04288125038146973
+SPOC_2;Urn culture_id 0.1_5;12.0;0.04388689994812012
+SPOC_2;Urn culture_id 0.1_6;12.0;0.04288125038146973
+SPOC_2;Urn culture_id 0.1_7;10.0;0.04288482666015625
+SPOC_2;Urn culture_id 0.1_8;11.0;0.042885541915893555
+SPOC_2;Urn culture_id 0.1_9;12.0;0.042886972427368164
+SPOC_2;Norm-Mallows 0.5_0;15.0;0.042884111404418945
+SPOC_2;Norm-Mallows 0.5_1;12.0;0.0438840389251709
+SPOC_2;Norm-Mallows 0.5_2;9.0;0.04288339614868164
+SPOC_2;Norm-Mallows 0.5_3;11.0;0.04288649559020996
+SPOC_2;Norm-Mallows 0.5_4;12.0;0.04288434982299805
+SPOC_2;Norm-Mallows 0.5_5;14.0;0.042885780334472656
+SPOC_2;Norm-Mallows 0.5_6;14.0;0.04396677017211914
+SPOC_2;Norm-Mallows 0.5_7;9.0;0.04399514198303223
+SPOC_2;Norm-Mallows 0.5_8;9.0;0.04396414756774902
+SPOC_2;Norm-Mallows 0.5_9;12.0;0.044089317321777344
+SPOC_2;Urn culture_id (gamma)_0;13.0;0.04340243339538574
+SPOC_2;Urn culture_id (gamma)_1;12.0;0.04411149024963379
+SPOC_2;Urn culture_id (gamma)_2;9.0;0.04388165473937988
+SPOC_2;Urn culture_id (gamma)_3;9.0;0.04288530349731445
+SPOC_2;Urn culture_id (gamma)_4;12.0;0.0459895133972168
+SPOC_2;Urn culture_id (gamma)_5;9.0;0.044879913330078125
+SPOC_2;Urn culture_id (gamma)_6;13.0;0.0438840389251709
+SPOC_2;Urn culture_id (gamma)_7;12.0;0.04384946823120117
+SPOC_2;Urn culture_id (gamma)_8;9.0;0.043915748596191406
+SPOC_2;Urn culture_id (gamma)_9;10.0;0.04388117790222168
+SPOC_2;ID;25.0;0.04288768768310547
+SPOC_2;UN_0;13.0;0.04388141632080078
+SPOC_2;UN_1;10.0;0.042883872985839844
+SPOC_2;UN_2;11.0;0.04388308525085449
+SPOC_2;UN_3;12.0;0.043882131576538086
+SPOC_2;AN;19.0;0.04297304153442383
+SPOC_3;SPOC_4;8.0;0.042884111404418945
+SPOC_3;SPOC_5;11.0;0.04288482666015625
+SPOC_3;SPOC_6;4.0;0.04288601875305176
+SPOC_3;SPOC_7;5.0;0.042034149169921875
+SPOC_3;SPOC_8;10.0;0.04288363456726074
+SPOC_3;SPOC_9;5.0;0.04288482666015625
+SPOC_3;Group-Separable_0;16.0;0.042901039123535156
+SPOC_3;Group-Separable_1;12.0;0.04291820526123047
+SPOC_3;Group-Separable_2;14.0;0.04188799858093262
+SPOC_3;Group-Separable_3;13.0;0.042885541915893555
+SPOC_3;Group-Separable_4;18.0;0.04288458824157715
+SPOC_3;Group-Separable_5;14.0;0.04288601875305176
+SPOC_3;Group-Separable_6;12.0;0.04288458824157715
+SPOC_3;Group-Separable_7;11.0;0.044098854064941406
+SPOC_3;Group-Separable_8;18.0;0.041890859603881836
+SPOC_3;Group-Separable_9;14.0;0.04298806190490723
+SPOC_3;Single-Crossing_0;15.0;0.04288792610168457
+SPOC_3;Single-Crossing_1;16.0;0.04288673400878906
+SPOC_3;Single-Crossing_2;16.0;0.0418851375579834
+SPOC_3;Single-Crossing_3;12.0;0.04288601875305176
+SPOC_3;Single-Crossing_4;12.0;0.042885541915893555
+SPOC_3;Single-Crossing_5;16.0;0.0418858528137207
+SPOC_3;Single-Crossing_6;15.0;0.04288792610168457
+SPOC_3;Single-Crossing_7;13.0;0.0418853759765625
+SPOC_3;Single-Crossing_8;17.0;0.042893171310424805
+SPOC_3;Single-Crossing_9;15.0;0.041879892349243164
+SPOC_3;1D Interval_0;12.0;0.042885541915893555
+SPOC_3;1D Interval_1;18.0;0.04188203811645508
+SPOC_3;1D Interval_2;15.0;0.04189300537109375
+SPOC_3;1D Interval_3;14.0;0.042886972427368164
+SPOC_3;1D Interval_4;22.0;0.04188966751098633
+SPOC_3;1D Interval_5;13.0;0.042886972427368164
+SPOC_3;1D Interval_6;17.0;0.04188656806945801
+SPOC_3;1D Interval_7;18.0;0.04189014434814453
+SPOC_3;1D Interval_8;19.0;0.04288053512573242
+SPOC_3;1D Interval_9;15.0;0.041887760162353516
+SPOC_3;2D Disc_0;13.0;0.042960405349731445
+SPOC_3;2D Disc_1;9.0;0.042916059494018555
+SPOC_3;2D Disc_2;13.0;0.041889190673828125
+SPOC_3;2D Disc_3;14.0;0.04288434982299805
+SPOC_3;2D Disc_4;16.0;0.041886091232299805
+SPOC_3;2D Disc_5;13.0;0.04288792610168457
+SPOC_3;2D Disc_6;9.0;0.041886091232299805
+SPOC_3;2D Disc_7;10.0;0.04288601875305176
+SPOC_3;2D Disc_8;9.0;0.04188656806945801
+SPOC_3;2D Disc_9;11.0;0.04188799858093262
+SPOC_3;3D Cube_0;11.0;0.042890071868896484
+SPOC_3;3D Cube_1;6.0;0.04204368591308594
+SPOC_3;3D Cube_2;15.0;0.0418851375579834
+SPOC_3;3D Cube_3;14.0;0.04288625717163086
+SPOC_3;3D Cube_4;12.0;0.04188704490661621
+SPOC_3;3D Cube_5;12.0;0.04288530349731445
+SPOC_3;3D Cube_6;12.0;0.04188823699951172
+SPOC_3;3D Cube_7;14.0;0.04189467430114746
+SPOC_3;3D Cube_8;9.0;0.04287862777709961
+SPOC_3;3D Cube_9;10.0;0.04189014434814453
+SPOC_3;2D Sphere_0;13.0;0.042887210845947266
+SPOC_3;2D Sphere_1;11.0;0.04188680648803711
+SPOC_3;2D Sphere_2;14.0;0.04188728332519531
+SPOC_3;2D Sphere_3;14.0;0.04288291931152344
+SPOC_3;2D Sphere_4;8.0;0.04300236701965332
+SPOC_3;2D Sphere_5;10.0;0.04192829132080078
+SPOC_3;2D Sphere_6;11.0;0.042884111404418945
+SPOC_3;2D Sphere_7;9.0;0.041890621185302734
+SPOC_3;2D Sphere_8;12.0;0.04288291931152344
+SPOC_3;2D Sphere_9;10.0;0.04288673400878906
+SPOC_3;3D Sphere_0;11.0;0.042884111404418945
+SPOC_3;3D Sphere_1;11.0;0.04220700263977051
+SPOC_3;3D Sphere_2;8.0;0.04288744926452637
+SPOC_3;3D Sphere_3;15.0;0.04288530349731445
+SPOC_3;3D Sphere_4;10.0;0.0418858528137207
+SPOC_3;3D Sphere_5;11.0;0.04303741455078125
+SPOC_3;3D Sphere_6;12.0;0.04288530349731445
+SPOC_3;3D Sphere_7;11.0;0.041887760162353516
+SPOC_3;3D Sphere_8;9.0;0.04288530349731445
+SPOC_3;3D Sphere_9;8.0;0.04288673400878906
+SPOC_3;Urn culture_id 0.1_0;12.0;0.04288434982299805
+SPOC_3;Urn culture_id 0.1_1;9.0;0.041890621185302734
+SPOC_3;Urn culture_id 0.1_2;18.0;0.042882442474365234
+SPOC_3;Urn culture_id 0.1_3;12.0;0.042885780334472656
+SPOC_3;Urn culture_id 0.1_4;24.0;0.041887760162353516
+SPOC_3;Urn culture_id 0.1_5;13.0;0.042885541915893555
+SPOC_3;Urn culture_id 0.1_6;9.0;0.04188871383666992
+SPOC_3;Urn culture_id 0.1_7;9.0;0.0430757999420166
+SPOC_3;Urn culture_id 0.1_8;8.0;0.042885780334472656
+SPOC_3;Urn culture_id 0.1_9;11.0;0.042923688888549805
+SPOC_3;Norm-Mallows 0.5_0;16.0;0.04188680648803711
+SPOC_3;Norm-Mallows 0.5_1;13.0;0.04288792610168457
+SPOC_3;Norm-Mallows 0.5_2;10.0;0.04188680648803711
+SPOC_3;Norm-Mallows 0.5_3;14.0;0.04288434982299805
+SPOC_3;Norm-Mallows 0.5_4;11.0;0.04188799858093262
+SPOC_3;Norm-Mallows 0.5_5;15.0;0.041887521743774414
+SPOC_3;Norm-Mallows 0.5_6;17.0;0.042885541915893555
+SPOC_3;Norm-Mallows 0.5_7;14.0;0.04188871383666992
+SPOC_3;Norm-Mallows 0.5_8;10.0;0.04288434982299805
+SPOC_3;Norm-Mallows 0.5_9;11.0;0.041889190673828125
+SPOC_3;Urn culture_id (gamma)_0;10.0;0.04288506507873535
+SPOC_3;Urn culture_id (gamma)_1;9.0;0.041890859603881836
+SPOC_3;Urn culture_id (gamma)_2;10.0;0.04188418388366699
+SPOC_3;Urn culture_id (gamma)_3;10.0;0.042885780334472656
+SPOC_3;Urn culture_id (gamma)_4;9.0;0.04188799858093262
+SPOC_3;Urn culture_id (gamma)_5;12.0;0.04288506507873535
+SPOC_3;Urn culture_id (gamma)_6;10.0;0.04188966751098633
+SPOC_3;Urn culture_id (gamma)_7;9.0;0.042883872985839844
+SPOC_3;Urn culture_id (gamma)_8;10.0;0.04204559326171875
+SPOC_3;Urn culture_id (gamma)_9;11.0;0.0418853759765625
+SPOC_3;ID;28.0;0.043949127197265625
+SPOC_3;UN_0;10.0;0.04388308525085449
+SPOC_3;UN_1;11.0;0.04384922981262207
+SPOC_3;UN_2;10.0;0.042920589447021484
+SPOC_3;UN_3;11.0;0.04288649559020996
+SPOC_3;AN;16.0;0.04288530349731445
+SPOC_4;SPOC_5;7.0;0.04288172721862793
+SPOC_4;SPOC_6;6.0;0.04288673400878906
+SPOC_4;SPOC_7;9.0;0.04288363456726074
+SPOC_4;SPOC_8;8.0;0.04188847541809082
+SPOC_4;SPOC_9;9.0;0.04288768768310547
+SPOC_4;Group-Separable_0;14.0;0.04188871383666992
+SPOC_4;Group-Separable_1;14.0;0.04288315773010254
+SPOC_4;Group-Separable_2;12.0;0.041889190673828125
+SPOC_4;Group-Separable_3;11.0;0.04288649559020996
+SPOC_4;Group-Separable_4;14.0;0.04288172721862793
+SPOC_4;Group-Separable_5;10.0;0.04189038276672363
+SPOC_4;Group-Separable_6;10.0;0.04288887977600098
+SPOC_4;Group-Separable_7;11.0;0.042879343032836914
+SPOC_4;Group-Separable_8;14.0;0.04288601875305176
+SPOC_4;Group-Separable_9;14.0;0.042888641357421875
+SPOC_4;Single-Crossing_0;15.0;0.042881011962890625
+SPOC_4;Single-Crossing_1;14.0;0.04288792610168457
+SPOC_4;Single-Crossing_2;14.0;0.04289126396179199
+SPOC_4;Single-Crossing_3;10.0;0.04284811019897461
+SPOC_4;Single-Crossing_4;12.0;0.04291796684265137
+SPOC_4;Single-Crossing_5;16.0;0.043992042541503906
+SPOC_4;Single-Crossing_6;15.0;0.042885780334472656
+SPOC_4;Single-Crossing_7;15.0;0.04189014434814453
+SPOC_4;Single-Crossing_8;15.0;0.04288315773010254
+SPOC_4;Single-Crossing_9;15.0;0.04189038276672363
+SPOC_4;1D Interval_0;14.0;0.04288506507873535
+SPOC_4;1D Interval_1;14.0;0.041887760162353516
+SPOC_4;1D Interval_2;13.0;0.04288530349731445
+SPOC_4;1D Interval_3;14.0;0.0418858528137207
+SPOC_4;1D Interval_4;20.0;0.04288840293884277
+SPOC_4;1D Interval_5;13.0;0.0418848991394043
+SPOC_4;1D Interval_6;21.0;0.04288482666015625
+SPOC_4;1D Interval_7;14.0;0.04288792610168457
+SPOC_4;1D Interval_8;19.0;0.04189109802246094
+SPOC_4;1D Interval_9;13.0;0.04304647445678711
+SPOC_4;2D Disc_0;11.0;0.04188132286071777
+SPOC_4;2D Disc_1;9.0;0.04288649559020996
+SPOC_4;2D Disc_2;15.0;0.04288482666015625
+SPOC_4;2D Disc_3;18.0;0.04188680648803711
+SPOC_4;2D Disc_4;18.0;0.04288935661315918
+SPOC_4;2D Disc_5;13.0;0.041887521743774414
+SPOC_4;2D Disc_6;9.0;0.04288148880004883
+SPOC_4;2D Disc_7;10.0;0.04400324821472168
+SPOC_4;2D Disc_8;7.0;0.04288482666015625
+SPOC_4;2D Disc_9;13.0;0.04299020767211914
+SPOC_4;3D Cube_0;9.0;0.042885541915893555
+SPOC_4;3D Cube_1;10.0;0.042890310287475586
+SPOC_4;3D Cube_2;15.0;0.043880462646484375
+SPOC_4;3D Cube_3;14.0;0.04288625717163086
+SPOC_4;3D Cube_4;14.0;0.042881011962890625
+SPOC_4;3D Cube_5;12.0;0.04288601875305176
+SPOC_4;3D Cube_6;12.0;0.041890621185302734
+SPOC_4;3D Cube_7;10.0;0.042882680892944336
+SPOC_4;3D Cube_8;9.0;0.04288530349731445
+SPOC_4;3D Cube_9;10.0;0.04288601875305176
+SPOC_4;2D Sphere_0;15.0;0.04288530349731445
+SPOC_4;2D Sphere_1;13.0;0.04388427734375
+SPOC_4;2D Sphere_2;14.0;0.04288291931152344
+SPOC_4;2D Sphere_3;16.0;0.041890859603881836
+SPOC_4;2D Sphere_4;10.0;0.04288506507873535
+SPOC_4;2D Sphere_5;12.0;0.042882442474365234
+SPOC_4;2D Sphere_6;13.0;0.042885541915893555
+SPOC_4;2D Sphere_7;11.0;0.04388546943664551
+SPOC_4;2D Sphere_8;10.0;0.042885780334472656
+SPOC_4;2D Sphere_9;12.0;0.0418848991394043
+SPOC_4;3D Sphere_0;15.0;0.04388284683227539
+SPOC_4;3D Sphere_1;7.0;0.042885541915893555
+SPOC_4;3D Sphere_2;10.0;0.042885780334472656
+SPOC_4;3D Sphere_3;13.0;0.04309868812561035
+SPOC_4;3D Sphere_4;10.0;0.04304146766662598
+SPOC_4;3D Sphere_5;15.0;0.04288530349731445
+SPOC_4;3D Sphere_6;8.0;0.042885541915893555
+SPOC_4;3D Sphere_7;9.0;0.04188799858093262
+SPOC_4;3D Sphere_8;7.0;0.04288601875305176
+SPOC_4;3D Sphere_9;14.0;0.042885780334472656
+SPOC_4;Urn culture_id 0.1_0;10.0;0.04188704490661621
+SPOC_4;Urn culture_id 0.1_1;11.0;0.042885541915893555
+SPOC_4;Urn culture_id 0.1_2;16.0;0.04188728332519531
+SPOC_4;Urn culture_id 0.1_3;10.0;0.04288601875305176
+SPOC_4;Urn culture_id 0.1_4;24.0;0.04288506507873535
+SPOC_4;Urn culture_id 0.1_5;13.0;0.042885780334472656
+SPOC_4;Urn culture_id 0.1_6;11.0;0.04188823699951172
+SPOC_4;Urn culture_id 0.1_7;11.0;0.042885541915893555
+SPOC_4;Urn culture_id 0.1_8;10.0;0.04288458824157715
+SPOC_4;Urn culture_id 0.1_9;13.0;0.04288506507873535
+SPOC_4;Norm-Mallows 0.5_0;16.0;0.04288792610168457
+SPOC_4;Norm-Mallows 0.5_1;15.0;0.04288339614868164
+SPOC_4;Norm-Mallows 0.5_2;12.0;0.04288458824157715
+SPOC_4;Norm-Mallows 0.5_3;16.0;0.043994903564453125
+SPOC_4;Norm-Mallows 0.5_4;13.0;0.04288506507873535
+SPOC_4;Norm-Mallows 0.5_5;15.0;0.04188823699951172
+SPOC_4;Norm-Mallows 0.5_6;17.0;0.042853355407714844
+SPOC_4;Norm-Mallows 0.5_7;12.0;0.043050289154052734
+SPOC_4;Norm-Mallows 0.5_8;12.0;0.042884111404418945
+SPOC_4;Norm-Mallows 0.5_9;11.0;0.04288625717163086
+SPOC_4;Urn culture_id (gamma)_0;12.0;0.04288768768310547
+SPOC_4;Urn culture_id (gamma)_1;9.0;0.042884111404418945
+SPOC_4;Urn culture_id (gamma)_2;10.0;0.04288482666015625
+SPOC_4;Urn culture_id (gamma)_3;10.0;0.04288434982299805
+SPOC_4;Urn culture_id (gamma)_4;9.0;0.04288482666015625
+SPOC_4;Urn culture_id (gamma)_5;10.0;0.04288530349731445
+SPOC_4;Urn culture_id (gamma)_6;8.0;0.04288649559020996
+SPOC_4;Urn culture_id (gamma)_7;9.0;0.04288482666015625
+SPOC_4;Urn culture_id (gamma)_8;8.0;0.04188823699951172
+SPOC_4;Urn culture_id (gamma)_9;9.0;0.04288458824157715
+SPOC_4;ID;30.0;0.0428919792175293
+SPOC_4;UN_0;10.0;0.04288125038146973
+SPOC_4;UN_1;9.0;0.04288482666015625
+SPOC_4;UN_2;10.0;0.04288458824157715
+SPOC_4;UN_3;9.0;0.042884111404418945
+SPOC_4;AN;16.0;0.04594278335571289
+SPOC_5;SPOC_6;11.0;0.04288506507873535
+SPOC_5;SPOC_7;10.0;0.04388093948364258
+SPOC_5;SPOC_8;11.0;0.04288458824157715
+SPOC_5;SPOC_9;8.0;0.04288816452026367
+SPOC_5;Group-Separable_0;15.0;0.043880462646484375
+SPOC_5;Group-Separable_1;13.0;0.04288458824157715
+SPOC_5;Group-Separable_2;13.0;0.04288530349731445
+SPOC_5;Group-Separable_3;12.0;0.04188823699951172
+SPOC_5;Group-Separable_4;13.0;0.04288506507873535
+SPOC_5;Group-Separable_5;15.0;0.04188895225524902
+SPOC_5;Group-Separable_6;9.0;0.04288458824157715
+SPOC_5;Group-Separable_7;12.0;0.04196906089782715
+SPOC_5;Group-Separable_8;13.0;0.04288172721862793
+SPOC_5;Group-Separable_9;15.0;0.041890859603881836
+SPOC_5;Single-Crossing_0;14.0;0.04288506507873535
+SPOC_5;Single-Crossing_1;17.0;0.041854143142700195
+SPOC_5;Single-Crossing_2;15.0;0.04291677474975586
+SPOC_5;Single-Crossing_3;11.0;0.04288768768310547
+SPOC_5;Single-Crossing_4;15.0;0.0418858528137207
+SPOC_5;Single-Crossing_5;17.0;0.04288530349731445
+SPOC_5;Single-Crossing_6;16.0;0.041887760162353516
+SPOC_5;Single-Crossing_7;14.0;0.042885541915893555
+SPOC_5;Single-Crossing_8;12.0;0.04188799858093262
+SPOC_5;Single-Crossing_9;16.0;0.042885541915893555
+SPOC_5;1D Interval_0;15.0;0.04288649559020996
+SPOC_5;1D Interval_1;13.0;0.04288363456726074
+SPOC_5;1D Interval_2;14.0;0.04188799858093262
+SPOC_5;1D Interval_3;15.0;0.042885541915893555
+SPOC_5;1D Interval_4;21.0;0.043004512786865234
+SPOC_5;1D Interval_5;12.0;0.041887521743774414
+SPOC_5;1D Interval_6;22.0;0.042885541915893555
+SPOC_5;1D Interval_7;15.0;0.041887760162353516
+SPOC_5;1D Interval_8;20.0;0.04288506507873535
+SPOC_5;1D Interval_9;12.0;0.04189181327819824
+SPOC_5;2D Disc_0;12.0;0.04288196563720703
+SPOC_5;2D Disc_1;10.0;0.0418853759765625
+SPOC_5;2D Disc_2;16.0;0.04305005073547363
+SPOC_5;2D Disc_3;17.0;0.04288053512573242
+SPOC_5;2D Disc_4;17.0;0.04288625717163086
+SPOC_5;2D Disc_5;16.0;0.04288649559020996
+SPOC_5;2D Disc_6;12.0;0.04288458824157715
+SPOC_5;2D Disc_7;13.0;0.04288530349731445
+SPOC_5;2D Disc_8;12.0;0.042885780334472656
+SPOC_5;2D Disc_9;12.0;0.04188799858093262
+SPOC_5;3D Cube_0;10.0;0.043884992599487305
+SPOC_5;3D Cube_1;13.0;0.0418853759765625
+SPOC_5;3D Cube_2;18.0;0.042885780334472656
+SPOC_5;3D Cube_3;17.0;0.04188728332519531
+SPOC_5;3D Cube_4;13.0;0.044063568115234375
+SPOC_5;3D Cube_5;11.0;0.04288005828857422
+SPOC_5;3D Cube_6;15.0;0.04188966751098633
+SPOC_5;3D Cube_7;9.0;0.042883872985839844
+SPOC_5;3D Cube_8;12.0;0.04295969009399414
+SPOC_5;3D Cube_9;11.0;0.04289054870605469
+SPOC_5;2D Sphere_0;14.0;0.042884111404418945
+SPOC_5;2D Sphere_1;10.0;0.04188871383666992
+SPOC_5;2D Sphere_2;13.0;0.042888641357421875
+SPOC_5;2D Sphere_3;17.0;0.041884422302246094
+SPOC_5;2D Sphere_4;11.0;0.04288601875305176
+SPOC_5;2D Sphere_5;15.0;0.04288530349731445
+SPOC_5;2D Sphere_6;14.0;0.04188823699951172
+SPOC_5;2D Sphere_7;14.0;0.04288506507873535
+SPOC_5;2D Sphere_8;9.0;0.0418853759765625
+SPOC_5;2D Sphere_9;15.0;0.0428929328918457
+SPOC_5;3D Sphere_0;14.0;0.04188108444213867
+SPOC_5;3D Sphere_1;12.0;0.04288482666015625
+SPOC_5;3D Sphere_2;9.0;0.04288744926452637
+SPOC_5;3D Sphere_3;12.0;0.0418856143951416
+SPOC_5;3D Sphere_4;13.0;0.042885541915893555
+SPOC_5;3D Sphere_5;14.0;0.04188799858093262
+SPOC_5;3D Sphere_6;11.0;0.04288482666015625
+SPOC_5;3D Sphere_7;12.0;0.042885541915893555
+SPOC_5;3D Sphere_8;10.0;0.042853355407714844
+SPOC_5;3D Sphere_9;13.0;0.043005943298339844
+SPOC_5;Urn culture_id 0.1_0;9.0;0.041886091232299805
+SPOC_5;Urn culture_id 0.1_1;12.0;0.04295158386230469
+SPOC_5;Urn culture_id 0.1_2;19.0;0.04195570945739746
+SPOC_5;Urn culture_id 0.1_3;13.0;0.04288816452026367
+SPOC_5;Urn culture_id 0.1_4;25.0;0.0418858528137207
+SPOC_5;Urn culture_id 0.1_5;16.0;0.04302692413330078
+SPOC_5;Urn culture_id 0.1_6;10.0;0.04208540916442871
+SPOC_5;Urn culture_id 0.1_7;12.0;0.042884111404418945
+SPOC_5;Urn culture_id 0.1_8;7.0;0.04188895225524902
+SPOC_5;Urn culture_id 0.1_9;14.0;0.04300570487976074
+SPOC_5;Norm-Mallows 0.5_0;17.0;0.04188799858093262
+SPOC_5;Norm-Mallows 0.5_1;16.0;0.04288959503173828
+SPOC_5;Norm-Mallows 0.5_2;11.0;0.04288125038146973
+SPOC_5;Norm-Mallows 0.5_3;15.0;0.04188799858093262
+SPOC_5;Norm-Mallows 0.5_4;14.0;0.04289126396179199
+SPOC_5;Norm-Mallows 0.5_5;16.0;0.041884422302246094
+SPOC_5;Norm-Mallows 0.5_6;18.0;0.04288291931152344
+SPOC_5;Norm-Mallows 0.5_7;13.0;0.04188728332519531
+SPOC_5;Norm-Mallows 0.5_8;13.0;0.04288792610168457
+SPOC_5;Norm-Mallows 0.5_9;12.0;0.041886091232299805
+SPOC_5;Urn culture_id (gamma)_0;13.0;0.04288434982299805
+SPOC_5;Urn culture_id (gamma)_1;8.0;0.04388260841369629
+SPOC_5;Urn culture_id (gamma)_2;11.0;0.041889190673828125
+SPOC_5;Urn culture_id (gamma)_3;13.0;0.04289078712463379
+SPOC_5;Urn culture_id (gamma)_4;10.0;0.04287910461425781
+SPOC_5;Urn culture_id (gamma)_5;11.0;0.04188132286071777
+SPOC_5;Urn culture_id (gamma)_6;13.0;0.0428922176361084
+SPOC_5;Urn culture_id (gamma)_7;8.0;0.04288458824157715
+SPOC_5;Urn culture_id (gamma)_8;11.0;0.04188942909240723
+SPOC_5;Urn culture_id (gamma)_9;10.0;0.04288482666015625
+SPOC_5;ID;31.0;0.04189038276672363
+SPOC_5;UN_0;9.0;0.04288339614868164
+SPOC_5;UN_1;10.0;0.04204821586608887
+SPOC_5;UN_2;11.0;0.04288625717163086
+SPOC_5;UN_3;10.0;0.041887521743774414
+SPOC_5;AN;17.0;0.04288482666015625
+SPOC_6;SPOC_7;7.0;0.04288601875305176
+SPOC_6;SPOC_8;10.0;0.04188799858093262
+SPOC_6;SPOC_9;9.0;0.0438845157623291
+SPOC_6;Group-Separable_0;16.0;0.0418853759765625
+SPOC_6;Group-Separable_1;12.0;0.04288816452026367
+SPOC_6;Group-Separable_2;12.0;0.042885541915893555
+SPOC_6;Group-Separable_3;13.0;0.04288220405578613
+SPOC_6;Group-Separable_4;18.0;0.04500126838684082
+SPOC_6;Group-Separable_5;12.0;0.043881893157958984
+SPOC_6;Group-Separable_6;12.0;0.04388236999511719
+SPOC_6;Group-Separable_7;11.0;0.043881893157958984
+SPOC_6;Group-Separable_8;18.0;0.042885780334472656
+SPOC_6;Group-Separable_9;16.0;0.04388594627380371
+SPOC_6;Single-Crossing_0;15.0;0.04284930229187012
+SPOC_6;Single-Crossing_1;16.0;0.04292011260986328
+SPOC_6;Single-Crossing_2;14.0;0.04288291931152344
+SPOC_6;Single-Crossing_3;14.0;0.04288530349731445
+SPOC_6;Single-Crossing_4;10.0;0.04288506507873535
+SPOC_6;Single-Crossing_5;16.0;0.04288530349731445
+SPOC_6;Single-Crossing_6;13.0;0.042885780334472656
+SPOC_6;Single-Crossing_7;13.0;0.04188847541809082
+SPOC_6;Single-Crossing_8;15.0;0.04288530349731445
+SPOC_6;Single-Crossing_9;13.0;0.042963504791259766
+SPOC_6;1D Interval_0;12.0;0.04288053512573242
+SPOC_6;1D Interval_1;16.0;0.04304647445678711
+SPOC_6;1D Interval_2;11.0;0.04202580451965332
+SPOC_6;1D Interval_3;10.0;0.042885780334472656
+SPOC_6;1D Interval_4;22.0;0.04395914077758789
+SPOC_6;1D Interval_5;11.0;0.042885541915893555
+SPOC_6;1D Interval_6;19.0;0.0418853759765625
+SPOC_6;1D Interval_7;18.0;0.04289126396179199
+SPOC_6;1D Interval_8;17.0;0.04399752616882324
+SPOC_6;1D Interval_9;13.0;0.042881011962890625
+SPOC_6;2D Disc_0;13.0;0.04288601875305176
+SPOC_6;2D Disc_1;7.0;0.04288506507873535
+SPOC_6;2D Disc_2;11.0;0.04288673400878906
+SPOC_6;2D Disc_3;14.0;0.04288434982299805
+SPOC_6;2D Disc_4;14.0;0.042964935302734375
+SPOC_6;2D Disc_5;11.0;0.04305100440979004
+SPOC_6;2D Disc_6;9.0;0.041884422302246094
+SPOC_6;2D Disc_7;8.0;0.04288530349731445
+SPOC_6;2D Disc_8;9.0;0.04288530349731445
+SPOC_6;2D Disc_9;13.0;0.04288530349731445
+SPOC_6;3D Cube_0;7.0;0.04288768768310547
+SPOC_6;3D Cube_1;6.0;0.0418856143951416
+SPOC_6;3D Cube_2;13.0;0.04289054870605469
+SPOC_6;3D Cube_3;14.0;0.042882680892944336
+SPOC_6;3D Cube_4;10.0;0.04288959503173828
+SPOC_6;3D Cube_5;12.0;0.04288005828857422
+SPOC_6;3D Cube_6;10.0;0.04188871383666992
+SPOC_6;3D Cube_7;14.0;0.04288530349731445
+SPOC_6;3D Cube_8;9.0;0.04288482666015625
+SPOC_6;3D Cube_9;10.0;0.04288339614868164
+SPOC_6;2D Sphere_0;11.0;0.04289078712463379
+SPOC_6;2D Sphere_1;9.0;0.04287981986999512
+SPOC_6;2D Sphere_2;10.0;0.043004512786865234
+SPOC_6;2D Sphere_3;14.0;0.042885541915893555
+SPOC_6;2D Sphere_4;8.0;0.04288530349731445
+SPOC_6;2D Sphere_5;10.0;0.04288816452026367
+SPOC_6;2D Sphere_6;9.0;0.0430295467376709
+SPOC_6;2D Sphere_7;11.0;0.04285311698913574
+SPOC_6;2D Sphere_8;8.0;0.04291796684265137
+SPOC_6;2D Sphere_9;10.0;0.042891740798950195
+SPOC_6;3D Sphere_0;11.0;0.042881011962890625
+SPOC_6;3D Sphere_1;9.0;0.0418853759765625
+SPOC_6;3D Sphere_2;10.0;0.04288744926452637
+SPOC_6;3D Sphere_3;11.0;0.04288625717163086
+SPOC_6;3D Sphere_4;10.0;0.04288506507873535
+SPOC_6;3D Sphere_5;13.0;0.04288482666015625
+SPOC_6;3D Sphere_6;10.0;0.04288339614868164
+SPOC_6;3D Sphere_7;9.0;0.04288816452026367
+SPOC_6;3D Sphere_8;9.0;0.04288315773010254
+SPOC_6;3D Sphere_9;8.0;0.042885541915893555
+SPOC_6;Urn culture_id 0.1_0;12.0;0.04204916954040527
+SPOC_6;Urn culture_id 0.1_1;9.0;0.04288983345031738
+SPOC_6;Urn culture_id 0.1_2;18.0;0.04287862777709961
+SPOC_6;Urn culture_id 0.1_3;12.0;0.042885780334472656
+SPOC_6;Urn culture_id 0.1_4;22.0;0.04288434982299805
+SPOC_6;Urn culture_id 0.1_5;17.0;0.04288530349731445
+SPOC_6;Urn culture_id 0.1_6;11.0;0.04388308525085449
+SPOC_6;Urn culture_id 0.1_7;9.0;0.04288887977600098
+SPOC_6;Urn culture_id 0.1_8;10.0;0.042882442474365234
+SPOC_6;Urn culture_id 0.1_9;13.0;0.04288506507873535
+SPOC_6;Norm-Mallows 0.5_0;16.0;0.0438845157623291
+SPOC_6;Norm-Mallows 0.5_1;13.0;0.043012380599975586
+SPOC_6;Norm-Mallows 0.5_2;12.0;0.0428929328918457
+SPOC_6;Norm-Mallows 0.5_3;14.0;0.043886661529541016
+SPOC_6;Norm-Mallows 0.5_4;11.0;0.042881011962890625
+SPOC_6;Norm-Mallows 0.5_5;13.0;0.04288530349731445
+SPOC_6;Norm-Mallows 0.5_6;15.0;0.042885541915893555
+SPOC_6;Norm-Mallows 0.5_7;14.0;0.04288625717163086
+SPOC_6;Norm-Mallows 0.5_8;8.0;0.042883872985839844
+SPOC_6;Norm-Mallows 0.5_9;11.0;0.04288816452026367
+SPOC_6;Urn culture_id (gamma)_0;10.0;0.042993783950805664
+SPOC_6;Urn culture_id (gamma)_1;9.0;0.043883562088012695
+SPOC_6;Urn culture_id (gamma)_2;10.0;0.04288458824157715
+SPOC_6;Urn culture_id (gamma)_3;10.0;0.04288363456726074
+SPOC_6;Urn culture_id (gamma)_4;9.0;0.042885780334472656
+SPOC_6;Urn culture_id (gamma)_5;12.0;0.04288482666015625
+SPOC_6;Urn culture_id (gamma)_6;10.0;0.04288911819458008
+SPOC_6;Urn culture_id (gamma)_7;11.0;0.043880462646484375
+SPOC_6;Urn culture_id (gamma)_8;8.0;0.04288434982299805
+SPOC_6;Urn culture_id (gamma)_9;9.0;0.043883562088012695
+SPOC_6;ID;28.0;0.04288673400878906
+SPOC_6;UN_0;10.0;0.04288458824157715
+SPOC_6;UN_1;11.0;0.04288482666015625
+SPOC_6;UN_2;8.0;0.04288482666015625
+SPOC_6;UN_3;11.0;0.04285311698913574
+SPOC_6;AN;18.0;0.04291701316833496
+SPOC_7;SPOC_8;13.0;0.04288530349731445
+SPOC_7;SPOC_9;8.0;0.04288506507873535
+SPOC_7;Group-Separable_0;13.0;0.04388284683227539
+SPOC_7;Group-Separable_1;13.0;0.04288506507873535
+SPOC_7;Group-Separable_2;17.0;0.042886972427368164
+SPOC_7;Group-Separable_3;16.0;0.042883872985839844
+SPOC_7;Group-Separable_4;17.0;0.042885541915893555
+SPOC_7;Group-Separable_5;15.0;0.04288744926452637
+SPOC_7;Group-Separable_6;13.0;0.04288482666015625
+SPOC_7;Group-Separable_7;14.0;0.04288601875305176
+SPOC_7;Group-Separable_8;17.0;0.04288315773010254
+SPOC_7;Group-Separable_9;11.0;0.04388236999511719
+SPOC_7;Single-Crossing_0;12.0;0.04288935661315918
+SPOC_7;Single-Crossing_1;13.0;0.04288291931152344
+SPOC_7;Single-Crossing_2;13.0;0.04396247863769531
+SPOC_7;Single-Crossing_3;11.0;0.043885231018066406
+SPOC_7;Single-Crossing_4;13.0;0.04285120964050293
+SPOC_7;Single-Crossing_5;13.0;0.04291725158691406
+SPOC_7;Single-Crossing_6;12.0;0.04288482666015625
+SPOC_7;Single-Crossing_7;8.0;0.042885780334472656
+SPOC_7;Single-Crossing_8;12.0;0.04288482666015625
+SPOC_7;Single-Crossing_9;12.0;0.042887210845947266
+SPOC_7;1D Interval_0;9.0;0.04288840293884277
+SPOC_7;1D Interval_1;17.0;0.042882680892944336
+SPOC_7;1D Interval_2;16.0;0.04296422004699707
+SPOC_7;1D Interval_3;15.0;0.042884111404418945
+SPOC_7;1D Interval_4;19.0;0.04295945167541504
+SPOC_7;1D Interval_5;14.0;0.04288482666015625
+SPOC_7;1D Interval_6;16.0;0.04288625717163086
+SPOC_7;1D Interval_7;17.0;0.04188871383666992
+SPOC_7;1D Interval_8;18.0;0.043938398361206055
+SPOC_7;1D Interval_9;14.0;0.042882442474365234
+SPOC_7;2D Disc_0;10.0;0.04188799858093262
+SPOC_7;2D Disc_1;14.0;0.04288530349731445
+SPOC_7;2D Disc_2;14.0;0.043045997619628906
+SPOC_7;2D Disc_3;11.0;0.04288530349731445
+SPOC_7;2D Disc_4;15.0;0.042890310287475586
+SPOC_7;2D Disc_5;10.0;0.042038679122924805
+SPOC_7;2D Disc_6;12.0;0.04288458824157715
+SPOC_7;2D Disc_7;13.0;0.044059038162231445
+SPOC_7;2D Disc_8;10.0;0.0418858528137207
+SPOC_7;2D Disc_9;12.0;0.04288530349731445
+SPOC_7;3D Cube_0;10.0;0.04288792610168457
+SPOC_7;3D Cube_1;11.0;0.042883872985839844
+SPOC_7;3D Cube_2;14.0;0.04189133644104004
+SPOC_7;3D Cube_3;13.0;0.04288339614868164
+SPOC_7;3D Cube_4;13.0;0.041889190673828125
+SPOC_7;3D Cube_5;15.0;0.04291701316833496
+SPOC_7;3D Cube_6;11.0;0.04288482666015625
+SPOC_7;3D Cube_7;11.0;0.04189443588256836
+SPOC_7;3D Cube_8;10.0;0.04287910461425781
+SPOC_7;3D Cube_9;9.0;0.042885780334472656
+SPOC_7;2D Sphere_0;12.0;0.0428929328918457
+SPOC_7;2D Sphere_1;12.0;0.04195237159729004
+SPOC_7;2D Sphere_2;13.0;0.04288649559020996
+SPOC_7;2D Sphere_3;15.0;0.04288458824157715
+SPOC_7;2D Sphere_4;11.0;0.04188895225524902
+SPOC_7;2D Sphere_5;11.0;0.04288482666015625
+SPOC_7;2D Sphere_6;10.0;0.04188966751098633
+SPOC_7;2D Sphere_7;12.0;0.0418858528137207
+SPOC_7;2D Sphere_8;9.0;0.042885780334472656
+SPOC_7;2D Sphere_9;11.0;0.042885780334472656
+SPOC_7;3D Sphere_0;14.0;0.04295015335083008
+SPOC_7;3D Sphere_1;10.0;0.04288601875305176
+SPOC_7;3D Sphere_2;11.0;0.04288434982299805
+SPOC_7;3D Sphere_3;12.0;0.04288625717163086
+SPOC_7;3D Sphere_4;11.0;0.04288434982299805
+SPOC_7;3D Sphere_5;8.0;0.04288768768310547
+SPOC_7;3D Sphere_6;11.0;0.04886770248413086
+SPOC_7;3D Sphere_7;10.0;0.042920589447021484
+SPOC_7;3D Sphere_8;10.0;0.04288959503173828
+SPOC_7;3D Sphere_9;9.0;0.04287862777709961
+SPOC_7;Urn culture_id 0.1_0;9.0;0.04288530349731445
+SPOC_7;Urn culture_id 0.1_1;12.0;0.04288530349731445
+SPOC_7;Urn culture_id 0.1_2;15.0;0.04288625717163086
+SPOC_7;Urn culture_id 0.1_3;13.0;0.04288673400878906
+SPOC_7;Urn culture_id 0.1_4;19.0;0.043041229248046875
+SPOC_7;Urn culture_id 0.1_5;12.0;0.04288840293884277
+SPOC_7;Urn culture_id 0.1_6;10.0;0.04288530349731445
+SPOC_7;Urn culture_id 0.1_7;8.0;0.04288625717163086
+SPOC_7;Urn culture_id 0.1_8;13.0;0.04288172721862793
+SPOC_7;Urn culture_id 0.1_9;12.0;0.041896820068359375
+SPOC_7;Norm-Mallows 0.5_0;13.0;0.04288029670715332
+SPOC_7;Norm-Mallows 0.5_1;10.0;0.04288125038146973
+SPOC_7;Norm-Mallows 0.5_2;11.0;0.041890621185302734
+SPOC_7;Norm-Mallows 0.5_3;11.0;0.04402804374694824
+SPOC_7;Norm-Mallows 0.5_4;10.0;0.04188346862792969
+SPOC_7;Norm-Mallows 0.5_5;10.0;0.04288482666015625
+SPOC_7;Norm-Mallows 0.5_6;14.0;0.04288506507873535
+SPOC_7;Norm-Mallows 0.5_7;13.0;0.04288768768310547
+SPOC_7;Norm-Mallows 0.5_8;13.0;0.04288315773010254
+SPOC_7;Norm-Mallows 0.5_9;12.0;0.042888641357421875
+SPOC_7;Urn culture_id (gamma)_0;7.0;0.04288172721862793
+SPOC_7;Urn culture_id (gamma)_1;10.0;0.042886972427368164
+SPOC_7;Urn culture_id (gamma)_2;7.0;0.042932748794555664
+SPOC_7;Urn culture_id (gamma)_3;13.0;0.043244361877441406
+SPOC_7;Urn culture_id (gamma)_4;10.0;0.04288434982299805
+SPOC_7;Urn culture_id (gamma)_5;13.0;0.042885541915893555
+SPOC_7;Urn culture_id (gamma)_6;11.0;0.04288506507873535
+SPOC_7;Urn culture_id (gamma)_7;12.0;0.04288530349731445
+SPOC_7;Urn culture_id (gamma)_8;11.0;0.04288816452026367
+SPOC_7;Urn culture_id (gamma)_9;8.0;0.04288530349731445
+SPOC_7;ID;25.0;0.0418851375579834
+SPOC_7;UN_0;11.0;0.04288768768310547
+SPOC_7;UN_1;12.0;0.04288530349731445
+SPOC_7;UN_2;11.0;0.042887210845947266
+SPOC_7;UN_3;12.0;0.04288125038146973
+SPOC_7;AN;19.0;0.04189038276672363
+SPOC_8;SPOC_9;9.0;0.04288673400878906
+SPOC_8;Group-Separable_0;12.0;0.04300284385681152
+SPOC_8;Group-Separable_1;14.0;0.04188799858093262
+SPOC_8;Group-Separable_2;12.0;0.04288744926452637
+SPOC_8;Group-Separable_3;11.0;0.041886091232299805
+SPOC_8;Group-Separable_4;18.0;0.041889190673828125
+SPOC_8;Group-Separable_5;10.0;0.041886329650878906
+SPOC_8;Group-Separable_6;12.0;0.04288482666015625
+SPOC_8;Group-Separable_7;11.0;0.04185676574707031
+SPOC_8;Group-Separable_8;18.0;0.042043209075927734
+SPOC_8;Group-Separable_9;14.0;0.04192018508911133
+SPOC_8;Single-Crossing_0;17.0;0.04189038276672363
+SPOC_8;Single-Crossing_1;16.0;0.0418848991394043
+SPOC_8;Single-Crossing_2;14.0;0.04288840293884277
+SPOC_8;Single-Crossing_3;12.0;0.041887760162353516
+SPOC_8;Single-Crossing_4;14.0;0.041886091232299805
+SPOC_8;Single-Crossing_5;20.0;0.041892290115356445
+SPOC_8;Single-Crossing_6;19.0;0.0418856143951416
+SPOC_8;Single-Crossing_7;17.0;0.04204392433166504
+SPOC_8;Single-Crossing_8;15.0;0.041889190673828125
+SPOC_8;Single-Crossing_9;19.0;0.04188704490661621
+SPOC_8;1D Interval_0;16.0;0.04288744926452637
+SPOC_8;1D Interval_1;16.0;0.041886329650878906
+SPOC_8;1D Interval_2;15.0;0.04396843910217285
+SPOC_8;1D Interval_3;16.0;0.043878793716430664
+SPOC_8;1D Interval_4;24.0;0.04288887977600098
+SPOC_8;1D Interval_5;11.0;0.041890621185302734
+SPOC_8;1D Interval_6;21.0;0.04288196563720703
+SPOC_8;1D Interval_7;18.0;0.04288220405578613
+SPOC_8;1D Interval_8;21.0;0.041887760162353516
+SPOC_8;1D Interval_9;13.0;0.04296112060546875
+SPOC_8;2D Disc_0;15.0;0.04189348220825195
+SPOC_8;2D Disc_1;9.0;0.04284834861755371
+SPOC_8;2D Disc_2;13.0;0.04211020469665527
+SPOC_8;2D Disc_3;20.0;0.04288005828857422
+SPOC_8;2D Disc_4;20.0;0.04188847541809082
+SPOC_8;2D Disc_5;15.0;0.04288625717163086
+SPOC_8;2D Disc_6;11.0;0.04189133644104004
+SPOC_8;2D Disc_7;12.0;0.042886972427368164
+SPOC_8;2D Disc_8;7.0;0.04188418388366699
+SPOC_8;2D Disc_9;13.0;0.042886972427368164
+SPOC_8;3D Cube_0;11.0;0.041887521743774414
+SPOC_8;3D Cube_1;8.0;0.04295754432678223
+SPOC_8;3D Cube_2;19.0;0.041892051696777344
+SPOC_8;3D Cube_3;16.0;0.04288148880004883
+SPOC_8;3D Cube_4;14.0;0.04188799858093262
+SPOC_8;3D Cube_5;12.0;0.042885780334472656
+SPOC_8;3D Cube_6;16.0;0.04188799858093262
+SPOC_8;3D Cube_7;12.0;0.04300689697265625
+SPOC_8;3D Cube_8;11.0;0.041890621185302734
+SPOC_8;3D Cube_9;10.0;0.04210853576660156
+SPOC_8;2D Sphere_0;15.0;0.05884242057800293
+SPOC_8;2D Sphere_1;13.0;0.043050289154052734
+SPOC_8;2D Sphere_2;12.0;0.04919147491455078
+SPOC_8;2D Sphere_3;20.0;0.049448490142822266
+SPOC_8;2D Sphere_4;10.0;0.05045175552368164
+SPOC_8;2D Sphere_5;14.0;0.049479007720947266
+SPOC_8;2D Sphere_6;15.0;0.05025768280029297
+SPOC_8;2D Sphere_7;11.0;0.050360679626464844
+SPOC_8;2D Sphere_8;12.0;0.05036592483520508
+SPOC_8;2D Sphere_9;18.0;0.04401516914367676
+SPOC_8;3D Sphere_0;19.0;0.041883230209350586
+SPOC_8;3D Sphere_1;11.0;0.04289054870605469
+SPOC_8;3D Sphere_2;12.0;0.04188346862792969
+SPOC_8;3D Sphere_3;13.0;0.04188847541809082
+SPOC_8;3D Sphere_4;14.0;0.04188656806945801
+SPOC_8;3D Sphere_5;17.0;0.04188871383666992
+SPOC_8;3D Sphere_6;8.0;0.04292774200439453
+SPOC_8;3D Sphere_7;11.0;0.04188799858093262
+SPOC_8;3D Sphere_8;9.0;0.041887521743774414
+SPOC_8;3D Sphere_9;14.0;0.04399681091308594
+SPOC_8;Urn culture_id 0.1_0;12.0;0.0418856143951416
+SPOC_8;Urn culture_id 0.1_1;13.0;0.04288601875305176
+SPOC_8;Urn culture_id 0.1_2;18.0;0.0428919792175293
+SPOC_8;Urn culture_id 0.1_3;14.0;0.041881561279296875
+SPOC_8;Urn culture_id 0.1_4;28.0;0.04288434982299805
+SPOC_8;Urn culture_id 0.1_5;17.0;0.04188823699951172
+SPOC_8;Urn culture_id 0.1_6;11.0;0.04288625717163086
+SPOC_8;Urn culture_id 0.1_7;13.0;0.04188704490661621
+SPOC_8;Urn culture_id 0.1_8;8.0;0.042908668518066406
+SPOC_8;Urn culture_id 0.1_9;17.0;0.04189777374267578
+SPOC_8;Norm-Mallows 0.5_0;20.0;0.042886972427368164
+SPOC_8;Norm-Mallows 0.5_1;17.0;0.041886091232299805
+SPOC_8;Norm-Mallows 0.5_2;12.0;0.04188680648803711
+SPOC_8;Norm-Mallows 0.5_3;18.0;0.04188704490661621
+SPOC_8;Norm-Mallows 0.5_4;17.0;0.042885780334472656
+SPOC_8;Norm-Mallows 0.5_5;19.0;0.04188847541809082
+SPOC_8;Norm-Mallows 0.5_6;21.0;0.04193878173828125
+SPOC_8;Norm-Mallows 0.5_7;16.0;0.04188942909240723
+SPOC_8;Norm-Mallows 0.5_8;12.0;0.04288434982299805
+SPOC_8;Norm-Mallows 0.5_9;13.0;0.04188680648803711
+SPOC_8;Urn culture_id (gamma)_0;12.0;0.04189276695251465
+SPOC_8;Urn culture_id (gamma)_1;9.0;0.041884422302246094
+SPOC_8;Urn culture_id (gamma)_2;10.0;0.04288530349731445
+SPOC_8;Urn culture_id (gamma)_3;14.0;0.0429692268371582
+SPOC_8;Urn culture_id (gamma)_4;9.0;0.04288458824157715
+SPOC_8;Urn culture_id (gamma)_5;10.0;0.041887521743774414
+SPOC_8;Urn culture_id (gamma)_6;12.0;0.04288506507873535
+SPOC_8;Urn culture_id (gamma)_7;7.0;0.042885780334472656
+SPOC_8;Urn culture_id (gamma)_8;12.0;0.04188799858093262
+SPOC_8;Urn culture_id (gamma)_9;9.0;0.04288530349731445
+SPOC_8;ID;34.0;0.042057037353515625
+SPOC_8;UN_0;8.0;0.0428922176361084
+SPOC_8;UN_1;7.0;0.041914939880371094
+SPOC_8;UN_2;10.0;0.0428926944732666
+SPOC_8;UN_3;9.0;0.04288339614868164
+SPOC_8;AN;14.0;0.041889190673828125
+SPOC_9;Group-Separable_0;13.0;0.041886329650878906
+SPOC_9;Group-Separable_1;11.0;0.04288792610168457
+SPOC_9;Group-Separable_2;13.0;0.0418851375579834
+SPOC_9;Group-Separable_3;10.0;0.04288506507873535
+SPOC_9;Group-Separable_4;13.0;0.04188895225524902
+SPOC_9;Group-Separable_5;9.0;0.04288458824157715
+SPOC_9;Group-Separable_6;9.0;0.04188966751098633
+SPOC_9;Group-Separable_7;10.0;0.04188895225524902
+SPOC_9;Group-Separable_8;13.0;0.042882442474365234
+SPOC_9;Group-Separable_9;15.0;0.04189634323120117
+SPOC_9;Single-Crossing_0;16.0;0.04296517372131348
+SPOC_9;Single-Crossing_1;17.0;0.04188895225524902
+SPOC_9;Single-Crossing_2;13.0;0.041886091232299805
+SPOC_9;Single-Crossing_3;13.0;0.041887760162353516
+SPOC_9;Single-Crossing_4;13.0;0.041889190673828125
+SPOC_9;Single-Crossing_5;17.0;0.041889190673828125
+SPOC_9;Single-Crossing_6;18.0;0.0418853759765625
+SPOC_9;Single-Crossing_7;16.0;0.04188847541809082
+SPOC_9;Single-Crossing_8;14.0;0.04188942909240723
+SPOC_9;Single-Crossing_9;18.0;0.04189753532409668
+SPOC_9;1D Interval_0;13.0;0.04294943809509277
+SPOC_9;1D Interval_1;13.0;0.040891408920288086
+SPOC_9;1D Interval_2;12.0;0.04189014434814453
+SPOC_9;1D Interval_3;15.0;0.041884422302246094
+SPOC_9;1D Interval_4;21.0;0.041887521743774414
+SPOC_9;1D Interval_5;10.0;0.04188990592956543
+SPOC_9;1D Interval_6;18.0;0.041892051696777344
+SPOC_9;1D Interval_7;13.0;0.04188275337219238
+SPOC_9;1D Interval_8;18.0;0.04188823699951172
+SPOC_9;1D Interval_9;10.0;0.04188871383666992
+SPOC_9;2D Disc_0;10.0;0.04189109802246094
+SPOC_9;2D Disc_1;10.0;0.04188394546508789
+SPOC_9;2D Disc_2;14.0;0.043851613998413086
+SPOC_9;2D Disc_3;17.0;0.042916297912597656
+SPOC_9;2D Disc_4;17.0;0.04388427734375
+SPOC_9;2D Disc_5;16.0;0.04188656806945801
+SPOC_9;2D Disc_6;12.0;0.04188847541809082
+SPOC_9;2D Disc_7;13.0;0.042884111404418945
+SPOC_9;2D Disc_8;6.0;0.04188990592956543
+SPOC_9;2D Disc_9;12.0;0.04188847541809082
+SPOC_9;3D Cube_0;10.0;0.04288506507873535
+SPOC_9;3D Cube_1;9.0;0.041886091232299805
+SPOC_9;3D Cube_2;18.0;0.04188847541809082
+SPOC_9;3D Cube_3;15.0;0.042885541915893555
+SPOC_9;3D Cube_4;13.0;0.041913747787475586
+SPOC_9;3D Cube_5;9.0;0.0428926944732666
+SPOC_9;3D Cube_6;15.0;0.04188823699951172
+SPOC_9;3D Cube_7;11.0;0.04288482666015625
+SPOC_9;3D Cube_8;10.0;0.04188942909240723
+SPOC_9;3D Cube_9;11.0;0.04288434982299805
+SPOC_9;2D Sphere_0;14.0;0.0418858528137207
+SPOC_9;2D Sphere_1;10.0;0.04288768768310547
+SPOC_9;2D Sphere_2;11.0;0.04288506507873535
+SPOC_9;2D Sphere_3;17.0;0.041886091232299805
+SPOC_9;2D Sphere_4;9.0;0.04188895225524902
+SPOC_9;2D Sphere_5;13.0;0.042884111404418945
+SPOC_9;2D Sphere_6;14.0;0.0418701171875
+SPOC_9;2D Sphere_7;10.0;0.04290318489074707
+SPOC_9;2D Sphere_8;11.0;0.04288530349731445
+SPOC_9;2D Sphere_9;15.0;0.04188799858093262
+SPOC_9;3D Sphere_0;14.0;0.04188990592956543
+SPOC_9;3D Sphere_1;10.0;0.042883872985839844
+SPOC_9;3D Sphere_2;9.0;0.04188966751098633
+SPOC_9;3D Sphere_3;14.0;0.04288506507873535
+SPOC_9;3D Sphere_4;13.0;0.041893720626831055
+SPOC_9;3D Sphere_5;14.0;0.04188418388366699
+SPOC_9;3D Sphere_6;9.0;0.04288125038146973
+SPOC_9;3D Sphere_7;12.0;0.041855812072753906
+SPOC_9;3D Sphere_8;8.0;0.04291558265686035
+SPOC_9;3D Sphere_9;13.0;0.04191923141479492
+SPOC_9;Urn culture_id 0.1_0;9.0;0.04288601875305176
+SPOC_9;Urn culture_id 0.1_1;8.0;0.04189014434814453
+SPOC_9;Urn culture_id 0.1_2;19.0;0.0418851375579834
+SPOC_9;Urn culture_id 0.1_3;13.0;0.04188823699951172
+SPOC_9;Urn culture_id 0.1_4;25.0;0.04188823699951172
+SPOC_9;Urn culture_id 0.1_5;14.0;0.04189014434814453
+SPOC_9;Urn culture_id 0.1_6;10.0;0.04288744926452637
+SPOC_9;Urn culture_id 0.1_7;14.0;0.04188346862792969
+SPOC_9;Urn culture_id 0.1_8;9.0;0.04188895225524902
+SPOC_9;Urn culture_id 0.1_9;12.0;0.04188680648803711
+SPOC_9;Norm-Mallows 0.5_0;17.0;0.04188799858093262
+SPOC_9;Norm-Mallows 0.5_1;14.0;0.04300403594970703
+SPOC_9;Norm-Mallows 0.5_2;13.0;0.0418853759765625
+SPOC_9;Norm-Mallows 0.5_3;15.0;0.04188823699951172
+SPOC_9;Norm-Mallows 0.5_4;14.0;0.04188871383666992
+SPOC_9;Norm-Mallows 0.5_5;16.0;0.04188966751098633
+SPOC_9;Norm-Mallows 0.5_6;18.0;0.04101848602294922
+SPOC_9;Norm-Mallows 0.5_7;13.0;0.041922807693481445
+SPOC_9;Norm-Mallows 0.5_8;13.0;0.0418853759765625
+SPOC_9;Norm-Mallows 0.5_9;12.0;0.04188847541809082
+SPOC_9;Urn culture_id (gamma)_0;13.0;0.04189133644104004
+SPOC_9;Urn culture_id (gamma)_1;10.0;0.041852474212646484
+SPOC_9;Urn culture_id (gamma)_2;11.0;0.04195737838745117
+SPOC_9;Urn culture_id (gamma)_3;13.0;0.04188823699951172
+SPOC_9;Urn culture_id (gamma)_4;8.0;0.041890621185302734
+SPOC_9;Urn culture_id (gamma)_5;11.0;0.0418856143951416
+SPOC_9;Urn culture_id (gamma)_6;13.0;0.041887760162353516
+SPOC_9;Urn culture_id (gamma)_7;8.0;0.04188823699951172
+SPOC_9;Urn culture_id (gamma)_8;11.0;0.04189014434814453
+SPOC_9;Urn culture_id (gamma)_9;8.0;0.0418853759765625
+SPOC_9;ID;31.0;0.04188823699951172
+SPOC_9;UN_0;11.0;0.04205131530761719
+SPOC_9;UN_1;10.0;0.04189109802246094
+SPOC_9;UN_2;9.0;0.0418853759765625
+SPOC_9;UN_3;10.0;0.04188823699951172
+SPOC_9;AN;11.0;0.04196619987487793
+Group-Separable_0;Group-Separable_1;18.0;0.04288506507873535
+Group-Separable_0;Group-Separable_2;16.0;0.04188704490661621
+Group-Separable_0;Group-Separable_3;13.0;0.04188704490661621
+Group-Separable_0;Group-Separable_4;12.0;0.04188799858093262
+Group-Separable_0;Group-Separable_5;14.0;0.04189038276672363
+Group-Separable_0;Group-Separable_6;10.0;0.041886091232299805
+Group-Separable_0;Group-Separable_7;15.0;0.04188680648803711
+Group-Separable_0;Group-Separable_8;12.0;0.04188966751098633
+Group-Separable_0;Group-Separable_9;6.0;0.04188966751098633
+Group-Separable_0;Single-Crossing_0;17.0;0.04201483726501465
+Group-Separable_0;Single-Crossing_1;10.0;0.04213070869445801
+Group-Separable_0;Single-Crossing_2;10.0;0.04189014434814453
+Group-Separable_0;Single-Crossing_3;6.0;0.042882442474365234
+Group-Separable_0;Single-Crossing_4;16.0;0.04189157485961914
+Group-Separable_0;Single-Crossing_5;12.0;0.0418848991394043
+Group-Separable_0;Single-Crossing_6;11.0;0.04204392433166504
+Group-Separable_0;Single-Crossing_7;13.0;0.041884660720825195
+Group-Separable_0;Single-Crossing_8;13.0;0.04188847541809082
+Group-Separable_0;Single-Crossing_9;15.0;0.04188847541809082
+Group-Separable_0;1D Interval_0;16.0;0.04188966751098633
+Group-Separable_0;1D Interval_1;14.0;0.0418853759765625
+Group-Separable_0;1D Interval_2;13.0;0.041887760162353516
+Group-Separable_0;1D Interval_3;14.0;0.041889190673828125
+Group-Separable_0;1D Interval_4;22.0;0.042884111404418945
+Group-Separable_0;1D Interval_5;17.0;0.04188990592956543
+Group-Separable_0;1D Interval_6;15.0;0.041886091232299805
+Group-Separable_0;1D Interval_7;16.0;0.04188823699951172
+Group-Separable_0;1D Interval_8;19.0;0.04188895225524902
+Group-Separable_0;1D Interval_9;17.0;0.04188871383666992
+Group-Separable_0;2D Disc_0;17.0;0.0418858528137207
+Group-Separable_0;2D Disc_1;17.0;0.041889190673828125
+Group-Separable_0;2D Disc_2;13.0;0.04188656806945801
+Group-Separable_0;2D Disc_3;14.0;0.041887521743774414
+Group-Separable_0;2D Disc_4;20.0;0.04188871383666992
+Group-Separable_0;2D Disc_5;13.0;0.042053937911987305
+Group-Separable_0;2D Disc_6;15.0;0.04188895225524902
+Group-Separable_0;2D Disc_7;18.0;0.04189252853393555
+Group-Separable_0;2D Disc_8;15.0;0.041887521743774414
+Group-Separable_0;2D Disc_9;15.0;0.04198956489562988
+Group-Separable_0;3D Cube_0;13.0;0.04288601875305176
+Group-Separable_0;3D Cube_1;16.0;0.04188680648803711
+Group-Separable_0;3D Cube_2;19.0;0.041886091232299805
+Group-Separable_0;3D Cube_3;18.0;0.04189443588256836
+Group-Separable_0;3D Cube_4;16.0;0.04188394546508789
+Group-Separable_0;3D Cube_5;14.0;0.04188823699951172
+Group-Separable_0;3D Cube_6;18.0;0.04305839538574219
+Group-Separable_0;3D Cube_7;12.0;0.0429692268371582
+Group-Separable_0;3D Cube_8;15.0;0.0438847541809082
+Group-Separable_0;3D Cube_9;8.0;0.041886329650878906
+Group-Separable_0;2D Sphere_0;17.0;0.04288792610168457
+Group-Separable_0;2D Sphere_1;17.0;0.04288649559020996
+Group-Separable_0;2D Sphere_2;12.0;0.04188370704650879
+Group-Separable_0;2D Sphere_3;18.0;0.04288840293884277
+Group-Separable_0;2D Sphere_4;12.0;0.04387950897216797
+Group-Separable_0;2D Sphere_5;12.0;0.04289388656616211
+Group-Separable_0;2D Sphere_6;17.0;0.041887521743774414
+Group-Separable_0;2D Sphere_7;11.0;0.04387474060058594
+Group-Separable_0;2D Sphere_8;16.0;0.04391884803771973
+Group-Separable_0;2D Sphere_9;16.0;0.042886972427368164
+Group-Separable_0;3D Sphere_0;19.0;0.04188418388366699
+Group-Separable_0;3D Sphere_1;17.0;0.042894840240478516
+Group-Separable_0;3D Sphere_2;14.0;0.041889190673828125
+Group-Separable_0;3D Sphere_3;17.0;0.04686617851257324
+Group-Separable_0;3D Sphere_4;12.0;0.042885780334472656
+Group-Separable_0;3D Sphere_5;13.0;0.04188799858093262
+Group-Separable_0;3D Sphere_6;10.0;0.04288506507873535
+Group-Separable_0;3D Sphere_7;13.0;0.04189610481262207
+Group-Separable_0;3D Sphere_8;11.0;0.04288649559020996
+Group-Separable_0;3D Sphere_9;20.0;0.04204702377319336
+Group-Separable_0;Urn culture_id 0.1_0;14.0;0.042885780334472656
+Group-Separable_0;Urn culture_id 0.1_1;13.0;0.04303598403930664
+Group-Separable_0;Urn culture_id 0.1_2;14.0;0.047341346740722656
+Group-Separable_0;Urn culture_id 0.1_3;12.0;0.04423069953918457
+Group-Separable_0;Urn culture_id 0.1_4;22.0;0.04569602012634277
+Group-Separable_0;Urn culture_id 0.1_5;9.0;0.04720139503479004
+Group-Separable_0;Urn culture_id 0.1_6;13.0;0.04305768013000488
+Group-Separable_0;Urn culture_id 0.1_7;15.0;0.04188799858093262
+Group-Separable_0;Urn culture_id 0.1_8;14.0;0.042885780334472656
+Group-Separable_0;Urn culture_id 0.1_9;13.0;0.04189109802246094
+Group-Separable_0;Norm-Mallows 0.5_0;18.0;0.04297351837158203
+Group-Separable_0;Norm-Mallows 0.5_1;15.0;0.041890621185302734
+Group-Separable_0;Norm-Mallows 0.5_2;14.0;0.04292583465576172
+Group-Separable_0;Norm-Mallows 0.5_3;12.0;0.041877031326293945
+Group-Separable_0;Norm-Mallows 0.5_4;15.0;0.04289817810058594
+Group-Separable_0;Norm-Mallows 0.5_5;19.0;0.0450282096862793
+Group-Separable_0;Norm-Mallows 0.5_6;17.0;0.04289555549621582
+Group-Separable_0;Norm-Mallows 0.5_7;14.0;0.04288482666015625
+Group-Separable_0;Norm-Mallows 0.5_8;14.0;0.04187917709350586
+Group-Separable_0;Norm-Mallows 0.5_9;17.0;0.04288482666015625
+Group-Separable_0;Urn culture_id (gamma)_0;14.0;0.04189586639404297
+Group-Separable_0;Urn culture_id (gamma)_1;15.0;0.04288506507873535
+Group-Separable_0;Urn culture_id (gamma)_2;12.0;0.041887760162353516
+Group-Separable_0;Urn culture_id (gamma)_3;14.0;0.04284477233886719
+Group-Separable_0;Urn culture_id (gamma)_4;13.0;0.04192948341369629
+Group-Separable_0;Urn culture_id (gamma)_5;12.0;0.042890310287475586
+Group-Separable_0;Urn culture_id (gamma)_6;14.0;0.04188346862792969
+Group-Separable_0;Urn culture_id (gamma)_7;15.0;0.04288506507873535
+Group-Separable_0;Urn culture_id (gamma)_8;16.0;0.04288458824157715
+Group-Separable_0;Urn culture_id (gamma)_9;13.0;0.04188966751098633
+Group-Separable_0;ID;24.0;0.04201626777648926
+Group-Separable_0;UN_0;16.0;0.0418853759765625
+Group-Separable_0;UN_1;17.0;0.0428924560546875
+Group-Separable_0;UN_2;18.0;0.04188108444213867
+Group-Separable_0;UN_3;17.0;0.042000770568847656
+Group-Separable_0;AN;12.0;0.045952558517456055
+Group-Separable_1;Group-Separable_2;14.0;0.04395008087158203
+Group-Separable_1;Group-Separable_3;11.0;0.04288482666015625
+Group-Separable_1;Group-Separable_4;12.0;0.047872066497802734
+Group-Separable_1;Group-Separable_5;14.0;0.04289102554321289
+Group-Separable_1;Group-Separable_6;14.0;0.04401373863220215
+Group-Separable_1;Group-Separable_7;13.0;0.043999433517456055
+Group-Separable_1;Group-Separable_8;12.0;0.042885541915893555
+Group-Separable_1;Group-Separable_9;16.0;0.043885231018066406
+Group-Separable_1;Single-Crossing_0;17.0;0.04288053512573242
+Group-Separable_1;Single-Crossing_1;12.0;0.043884992599487305
+Group-Separable_1;Single-Crossing_2;8.0;0.042885780334472656
+Group-Separable_1;Single-Crossing_3;16.0;0.04399514198303223
+Group-Separable_1;Single-Crossing_4;14.0;0.042878150939941406
+Group-Separable_1;Single-Crossing_5;16.0;0.043881893157958984
+Group-Separable_1;Single-Crossing_6;15.0;0.04288625717163086
+Group-Separable_1;Single-Crossing_7;15.0;0.04388427734375
+Group-Separable_1;Single-Crossing_8;15.0;0.04387998580932617
+Group-Separable_1;Single-Crossing_9;15.0;0.04288601875305176
+Group-Separable_1;1D Interval_0;10.0;0.04587674140930176
+Group-Separable_1;1D Interval_1;10.0;0.04289364814758301
+Group-Separable_1;1D Interval_2;9.0;0.043881893157958984
+Group-Separable_1;1D Interval_3;10.0;0.045250654220581055
+Group-Separable_1;1D Interval_4;14.0;0.04388141632080078
+Group-Separable_1;1D Interval_5;13.0;0.042908668518066406
+Group-Separable_1;1D Interval_6;15.0;0.04289436340332031
+Group-Separable_1;1D Interval_7;10.0;0.04399251937866211
+Group-Separable_1;1D Interval_8;11.0;0.04288482666015625
+Group-Separable_1;1D Interval_9;9.0;0.04388713836669922
+Group-Separable_1;2D Disc_0;9.0;0.04288196563720703
+Group-Separable_1;2D Disc_1;11.0;0.04288506507873535
+Group-Separable_1;2D Disc_2;11.0;0.04388284683227539
+Group-Separable_1;2D Disc_3;14.0;0.04288959503173828
+Group-Separable_1;2D Disc_4;12.0;0.04387831687927246
+Group-Separable_1;2D Disc_5;17.0;0.04288434982299805
+Group-Separable_1;2D Disc_6;9.0;0.04494643211364746
+Group-Separable_1;2D Disc_7;12.0;0.04288482666015625
+Group-Separable_1;2D Disc_8;13.0;0.042885780334472656
+Group-Separable_1;2D Disc_9;7.0;0.04288530349731445
+Group-Separable_1;3D Cube_0;13.0;0.04288482666015625
+Group-Separable_1;3D Cube_1;10.0;0.042885541915893555
+Group-Separable_1;3D Cube_2;11.0;0.0438838005065918
+Group-Separable_1;3D Cube_3;12.0;0.04288434982299805
+Group-Separable_1;3D Cube_4;6.0;0.04288458824157715
+Group-Separable_1;3D Cube_5;10.0;0.04288601875305176
+Group-Separable_1;3D Cube_6;16.0;0.04288530349731445
+Group-Separable_1;3D Cube_7;14.0;0.04288744926452637
+Group-Separable_1;3D Cube_8;13.0;0.04291534423828125
+Group-Separable_1;3D Cube_9;16.0;0.04288768768310547
+Group-Separable_1;2D Sphere_0;15.0;0.04298877716064453
+Group-Separable_1;2D Sphere_1;11.0;0.04388427734375
+Group-Separable_1;2D Sphere_2;6.0;0.04288482666015625
+Group-Separable_1;2D Sphere_3;14.0;0.04288601875305176
+Group-Separable_1;2D Sphere_4;14.0;0.043882131576538086
+Group-Separable_1;2D Sphere_5;14.0;0.042887210845947266
+Group-Separable_1;2D Sphere_6;13.0;0.043880462646484375
+Group-Separable_1;2D Sphere_7;13.0;0.04288434982299805
+Group-Separable_1;2D Sphere_8;12.0;0.04593968391418457
+Group-Separable_1;2D Sphere_9;14.0;0.044882774353027344
+Group-Separable_1;3D Sphere_0;11.0;0.04388070106506348
+Group-Separable_1;3D Sphere_1;13.0;0.0438847541809082
+Group-Separable_1;3D Sphere_2;12.0;0.04387998580932617
+Group-Separable_1;3D Sphere_3;11.0;0.04288625717163086
+Group-Separable_1;3D Sphere_4;12.0;0.043886661529541016
+Group-Separable_1;3D Sphere_5;13.0;0.04387784004211426
+Group-Separable_1;3D Sphere_6;12.0;0.04288768768310547
+Group-Separable_1;3D Sphere_7;11.0;0.04288506507873535
+Group-Separable_1;3D Sphere_8;15.0;0.04388070106506348
+Group-Separable_1;3D Sphere_9;12.0;0.042885780334472656
+Group-Separable_1;Urn culture_id 0.1_0;16.0;0.0479426383972168
+Group-Separable_1;Urn culture_id 0.1_1;13.0;0.042969465255737305
+Group-Separable_1;Urn culture_id 0.1_2;12.0;0.04388546943664551
+Group-Separable_1;Urn culture_id 0.1_3;12.0;0.043879032135009766
+Group-Separable_1;Urn culture_id 0.1_4;18.0;0.04288530349731445
+Group-Separable_1;Urn culture_id 0.1_5;15.0;0.04388070106506348
+Group-Separable_1;Urn culture_id 0.1_6;15.0;0.04288983345031738
+Group-Separable_1;Urn culture_id 0.1_7;11.0;0.04388022422790527
+Group-Separable_1;Urn culture_id 0.1_8;14.0;0.043885231018066406
+Group-Separable_1;Urn culture_id 0.1_9;13.0;0.04288673400878906
+Group-Separable_1;Norm-Mallows 0.5_0;14.0;0.043879032135009766
+Group-Separable_1;Norm-Mallows 0.5_1;15.0;0.045239925384521484
+Group-Separable_1;Norm-Mallows 0.5_2;12.0;0.043962955474853516
+Group-Separable_1;Norm-Mallows 0.5_3;14.0;0.04288530349731445
+Group-Separable_1;Norm-Mallows 0.5_4;15.0;0.042885541915893555
+Group-Separable_1;Norm-Mallows 0.5_5;15.0;0.04288506507873535
+Group-Separable_1;Norm-Mallows 0.5_6;13.0;0.04304790496826172
+Group-Separable_1;Norm-Mallows 0.5_7;14.0;0.04288768768310547
+Group-Separable_1;Norm-Mallows 0.5_8;12.0;0.04288506507873535
+Group-Separable_1;Norm-Mallows 0.5_9;13.0;0.04388308525085449
+Group-Separable_1;Urn culture_id (gamma)_0;16.0;0.04300332069396973
+Group-Separable_1;Urn culture_id (gamma)_1;15.0;0.04288506507873535
+Group-Separable_1;Urn culture_id (gamma)_2;14.0;0.04388236999511719
+Group-Separable_1;Urn culture_id (gamma)_3;12.0;0.04398369789123535
+Group-Separable_1;Urn culture_id (gamma)_4;13.0;0.042855262756347656
+Group-Separable_1;Urn culture_id (gamma)_5;16.0;0.043915510177612305
+Group-Separable_1;Urn culture_id (gamma)_6;16.0;0.04288601875305176
+Group-Separable_1;Urn culture_id (gamma)_7;17.0;0.04398179054260254
+Group-Separable_1;Urn culture_id (gamma)_8;14.0;0.04288530349731445
+Group-Separable_1;Urn culture_id (gamma)_9;13.0;0.04288768768310547
+Group-Separable_1;ID;24.0;0.04388070106506348
+Group-Separable_1;UN_0;16.0;0.042885541915893555
+Group-Separable_1;UN_1;15.0;0.042885541915893555
+Group-Separable_1;UN_2;16.0;0.04288530349731445
+Group-Separable_1;UN_3;17.0;0.04288673400878906
+Group-Separable_1;AN;12.0;0.04397988319396973
+Group-Separable_2;Group-Separable_3;3.0;0.04188656806945801
+Group-Separable_2;Group-Separable_4;10.0;0.04288482666015625
+Group-Separable_2;Group-Separable_5;14.0;0.04188847541809082
+Group-Separable_2;Group-Separable_6;12.0;0.04189038276672363
+Group-Separable_2;Group-Separable_7;13.0;0.04288506507873535
+Group-Separable_2;Group-Separable_8;10.0;0.04196667671203613
+Group-Separable_2;Group-Separable_9;12.0;0.0418851375579834
+Group-Separable_2;Single-Crossing_0;13.0;0.041857004165649414
+Group-Separable_2;Single-Crossing_1;18.0;0.04291677474975586
+Group-Separable_2;Single-Crossing_2;14.0;0.04189157485961914
+Group-Separable_2;Single-Crossing_3;12.0;0.04199671745300293
+Group-Separable_2;Single-Crossing_4;14.0;0.04288172721862793
+Group-Separable_2;Single-Crossing_5;16.0;0.04192757606506348
+Group-Separable_2;Single-Crossing_6;19.0;0.04188656806945801
+Group-Separable_2;Single-Crossing_7;15.0;0.04197549819946289
+Group-Separable_2;Single-Crossing_8;11.0;0.04288935661315918
+Group-Separable_2;Single-Crossing_9;17.0;0.04188394546508789
+Group-Separable_2;1D Interval_0;14.0;0.04188942909240723
+Group-Separable_2;1D Interval_1;12.0;0.041890859603881836
+Group-Separable_2;1D Interval_2;9.0;0.04288220405578613
+Group-Separable_2;1D Interval_3;14.0;0.042001962661743164
+Group-Separable_2;1D Interval_4;20.0;0.04188728332519531
+Group-Separable_2;1D Interval_5;9.0;0.04288530349731445
+Group-Separable_2;1D Interval_6;19.0;0.04195690155029297
+Group-Separable_2;1D Interval_7;14.0;0.042885541915893555
+Group-Separable_2;1D Interval_8;19.0;0.0418853759765625
+Group-Separable_2;1D Interval_9;11.0;0.04188895225524902
+Group-Separable_2;2D Disc_0;11.0;0.04288649559020996
+Group-Separable_2;2D Disc_1;9.0;0.04188656806945801
+Group-Separable_2;2D Disc_2;15.0;0.04188728332519531
+Group-Separable_2;2D Disc_3;18.0;0.04288530349731445
+Group-Separable_2;2D Disc_4;18.0;0.04189109802246094
+Group-Separable_2;2D Disc_5;13.0;0.04188680648803711
+Group-Separable_2;2D Disc_6;15.0;0.04188656806945801
+Group-Separable_2;2D Disc_7;10.0;0.04309511184692383
+Group-Separable_2;2D Disc_8;13.0;0.04217791557312012
+Group-Separable_2;2D Disc_9;13.0;0.04185342788696289
+Group-Separable_2;3D Cube_0;11.0;0.04292035102844238
+Group-Separable_2;3D Cube_1;12.0;0.04204916954040527
+Group-Separable_2;3D Cube_2;15.0;0.04189181327819824
+Group-Separable_2;3D Cube_3;18.0;0.04302072525024414
+Group-Separable_2;3D Cube_4;12.0;0.041887760162353516
+Group-Separable_2;3D Cube_5;14.0;0.04189491271972656
+Group-Separable_2;3D Cube_6;14.0;0.042878150939941406
+Group-Separable_2;3D Cube_7;12.0;0.041890621185302734
+Group-Separable_2;3D Cube_8;15.0;0.04189491271972656
+Group-Separable_2;3D Cube_9;14.0;0.04287838935852051
+Group-Separable_2;2D Sphere_0;15.0;0.04296469688415527
+Group-Separable_2;2D Sphere_1;13.0;0.0418856143951416
+Group-Separable_2;2D Sphere_2;10.0;0.04188871383666992
+Group-Separable_2;2D Sphere_3;16.0;0.04189181327819824
+Group-Separable_2;2D Sphere_4;12.0;0.04189014434814453
+Group-Separable_2;2D Sphere_5;12.0;0.041881561279296875
+Group-Separable_2;2D Sphere_6;15.0;0.04188847541809082
+Group-Separable_2;2D Sphere_7;11.0;0.04189181327819824
+Group-Separable_2;2D Sphere_8;12.0;0.041886091232299805
+Group-Separable_2;2D Sphere_9;14.0;0.04189014434814453
+Group-Separable_2;3D Sphere_0;17.0;0.04188346862792969
+Group-Separable_2;3D Sphere_1;17.0;0.041892290115356445
+Group-Separable_2;3D Sphere_2;14.0;0.0418858528137207
+Group-Separable_2;3D Sphere_3;11.0;0.041883230209350586
+Group-Separable_2;3D Sphere_4;16.0;0.04192209243774414
+Group-Separable_2;3D Sphere_5;17.0;0.041886329650878906
+Group-Separable_2;3D Sphere_6;14.0;0.041889190673828125
+Group-Separable_2;3D Sphere_7;13.0;0.04188704490661621
+Group-Separable_2;3D Sphere_8;9.0;0.04189419746398926
+Group-Separable_2;3D Sphere_9;16.0;0.04188227653503418
+Group-Separable_2;Urn culture_id 0.1_0;14.0;0.04089093208312988
+Group-Separable_2;Urn culture_id 0.1_1;15.0;0.041890621185302734
+Group-Separable_2;Urn culture_id 0.1_2;20.0;0.045015573501586914
+Group-Separable_2;Urn culture_id 0.1_3;14.0;0.042885780334472656
+Group-Separable_2;Urn culture_id 0.1_4;22.0;0.042882680892944336
+Group-Separable_2;Urn culture_id 0.1_5;17.0;0.04188990592956543
+Group-Separable_2;Urn culture_id 0.1_6;13.0;0.041886091232299805
+Group-Separable_2;Urn culture_id 0.1_7;15.0;0.04188847541809082
+Group-Separable_2;Urn culture_id 0.1_8;10.0;0.042885541915893555
+Group-Separable_2;Urn culture_id 0.1_9;19.0;0.041887760162353516
+Group-Separable_2;Norm-Mallows 0.5_0;18.0;0.04189038276672363
+Group-Separable_2;Norm-Mallows 0.5_1;17.0;0.04188799858093262
+Group-Separable_2;Norm-Mallows 0.5_2;18.0;0.0418851375579834
+Group-Separable_2;Norm-Mallows 0.5_3;18.0;0.041855573654174805
+Group-Separable_2;Norm-Mallows 0.5_4;17.0;0.04208683967590332
+Group-Separable_2;Norm-Mallows 0.5_5;17.0;0.0418848991394043
+Group-Separable_2;Norm-Mallows 0.5_6;15.0;0.04188799858093262
+Group-Separable_2;Norm-Mallows 0.5_7;16.0;0.0418853759765625
+Group-Separable_2;Norm-Mallows 0.5_8;12.0;0.04191994667053223
+Group-Separable_2;Norm-Mallows 0.5_9;15.0;0.04188847541809082
+Group-Separable_2;Urn culture_id (gamma)_0;18.0;0.04196739196777344
+Group-Separable_2;Urn culture_id (gamma)_1;15.0;0.041890621185302734
+Group-Separable_2;Urn culture_id (gamma)_2;16.0;0.04188275337219238
+Group-Separable_2;Urn culture_id (gamma)_3;12.0;0.04188823699951172
+Group-Separable_2;Urn culture_id (gamma)_4;11.0;0.041890621185302734
+Group-Separable_2;Urn culture_id (gamma)_5;16.0;0.0418853759765625
+Group-Separable_2;Urn culture_id (gamma)_6;16.0;0.04188966751098633
+Group-Separable_2;Urn culture_id (gamma)_7;15.0;0.043030738830566406
+Group-Separable_2;Urn culture_id (gamma)_8;14.0;0.04192304611206055
+Group-Separable_2;Urn culture_id (gamma)_9;13.0;0.0418853759765625
+Group-Separable_2;ID;28.0;0.04288649559020996
+Group-Separable_2;UN_0;16.0;0.04288792610168457
+Group-Separable_2;UN_1;15.0;0.041928768157958984
+Group-Separable_2;UN_2;18.0;0.041887521743774414
+Group-Separable_2;UN_3;17.0;0.04189109802246094
+Group-Separable_2;AN;10.0;0.04196333885192871
+Group-Separable_3;Group-Separable_4;7.0;0.04200577735900879
+Group-Separable_3;Group-Separable_5;11.0;0.040886878967285156
+Group-Separable_3;Group-Separable_6;11.0;0.041890859603881836
+Group-Separable_3;Group-Separable_7;12.0;0.04196763038635254
+Group-Separable_3;Group-Separable_8;7.0;0.041001319885253906
+Group-Separable_3;Group-Separable_9;15.0;0.041881561279296875
+Group-Separable_3;Single-Crossing_0;16.0;0.041887521743774414
+Group-Separable_3;Single-Crossing_1;17.0;0.040993452072143555
+Group-Separable_3;Single-Crossing_2;15.0;0.041887521743774414
+Group-Separable_3;Single-Crossing_3;11.0;0.04188823699951172
+Group-Separable_3;Single-Crossing_4;13.0;0.040891170501708984
+Group-Separable_3;Single-Crossing_5;19.0;0.04188823699951172
+Group-Separable_3;Single-Crossing_6;20.0;0.04189133644104004
+Group-Separable_3;Single-Crossing_7;18.0;0.04088854789733887
+Group-Separable_3;Single-Crossing_8;14.0;0.04188728332519531
+Group-Separable_3;Single-Crossing_9;20.0;0.042884111404418945
+Group-Separable_3;1D Interval_0;13.0;0.041892051696777344
+Group-Separable_3;1D Interval_1;9.0;0.04188728332519531
+Group-Separable_3;1D Interval_2;8.0;0.0418851375579834
+Group-Separable_3;1D Interval_3;17.0;0.041887521743774414
+Group-Separable_3;1D Interval_4;21.0;0.041892051696777344
+Group-Separable_3;1D Interval_5;8.0;0.041988372802734375
+Group-Separable_3;1D Interval_6;18.0;0.04189467430114746
+Group-Separable_3;1D Interval_7;11.0;0.0418858528137207
+Group-Separable_3;1D Interval_8;18.0;0.04188394546508789
+Group-Separable_3;1D Interval_9;8.0;0.041887521743774414
+Group-Separable_3;2D Disc_0;14.0;0.04188895225524902
+Group-Separable_3;2D Disc_1;10.0;0.04188680648803711
+Group-Separable_3;2D Disc_2;12.0;0.04188823699951172
+Group-Separable_3;2D Disc_3;17.0;0.04188823699951172
+Group-Separable_3;2D Disc_4;17.0;0.04195737838745117
+Group-Separable_3;2D Disc_5;16.0;0.04188823699951172
+Group-Separable_3;2D Disc_6;14.0;0.04188823699951172
+Group-Separable_3;2D Disc_7;13.0;0.04188990592956543
+Group-Separable_3;2D Disc_8;12.0;0.042883872985839844
+Group-Separable_3;2D Disc_9;10.0;0.04088950157165527
+Group-Separable_3;3D Cube_0;12.0;0.04188871383666992
+Group-Separable_3;3D Cube_1;13.0;0.04189038276672363
+Group-Separable_3;3D Cube_2;18.0;0.0418851375579834
+Group-Separable_3;3D Cube_3;15.0;0.04188847541809082
+Group-Separable_3;3D Cube_4;11.0;0.04188799858093262
+Group-Separable_3;3D Cube_5;11.0;0.04089021682739258
+Group-Separable_3;3D Cube_6;17.0;0.041889190673828125
+Group-Separable_3;3D Cube_7;13.0;0.041887760162353516
+Group-Separable_3;3D Cube_8;16.0;0.041887521743774414
+Group-Separable_3;3D Cube_9;13.0;0.0408930778503418
+Group-Separable_3;2D Sphere_0;16.0;0.04188799858093262
+Group-Separable_3;2D Sphere_1;16.0;0.0418858528137207
+Group-Separable_3;2D Sphere_2;9.0;0.04089093208312988
+Group-Separable_3;2D Sphere_3;19.0;0.04188680648803711
+Group-Separable_3;2D Sphere_4;11.0;0.04188823699951172
+Group-Separable_3;2D Sphere_5;15.0;0.0408930778503418
+Group-Separable_3;2D Sphere_6;18.0;0.0418856143951416
+Group-Separable_3;2D Sphere_7;10.0;0.04189109802246094
+Group-Separable_3;2D Sphere_8;11.0;0.0418851375579834
+Group-Separable_3;2D Sphere_9;17.0;0.04189014434814453
+Group-Separable_3;3D Sphere_0;16.0;0.04088616371154785
+Group-Separable_3;3D Sphere_1;16.0;0.041890859603881836
+Group-Separable_3;3D Sphere_2;15.0;0.04189586639404297
+Group-Separable_3;3D Sphere_3;14.0;0.04088282585144043
+Group-Separable_3;3D Sphere_4;15.0;0.04188966751098633
+Group-Separable_3;3D Sphere_5;18.0;0.0418858528137207
+Group-Separable_3;3D Sphere_6;13.0;0.04089093208312988
+Group-Separable_3;3D Sphere_7;14.0;0.04208803176879883
+Group-Separable_3;3D Sphere_8;10.0;0.0418853759765625
+Group-Separable_3;3D Sphere_9;17.0;0.04189038276672363
+Group-Separable_3;Urn culture_id 0.1_0;13.0;0.04088878631591797
+Group-Separable_3;Urn culture_id 0.1_1;16.0;0.041887760162353516
+Group-Separable_3;Urn culture_id 0.1_2;19.0;0.041890621185302734
+Group-Separable_3;Urn culture_id 0.1_3;15.0;0.04088783264160156
+Group-Separable_3;Urn culture_id 0.1_4;25.0;0.04189181327819824
+Group-Separable_3;Urn culture_id 0.1_5;16.0;0.040886640548706055
+Group-Separable_3;Urn culture_id 0.1_6;16.0;0.04188847541809082
+Group-Separable_3;Urn culture_id 0.1_7;14.0;0.04188823699951172
+Group-Separable_3;Urn culture_id 0.1_8;11.0;0.04089045524597168
+Group-Separable_3;Urn culture_id 0.1_9;16.0;0.04188990592956543
+Group-Separable_3;Norm-Mallows 0.5_0;21.0;0.0418858528137207
+Group-Separable_3;Norm-Mallows 0.5_1;16.0;0.04089069366455078
+Group-Separable_3;Norm-Mallows 0.5_2;17.0;0.04188799858093262
+Group-Separable_3;Norm-Mallows 0.5_3;17.0;0.04188895225524902
+Group-Separable_3;Norm-Mallows 0.5_4;20.0;0.04088711738586426
+Group-Separable_3;Norm-Mallows 0.5_5;20.0;0.04189038276672363
+Group-Separable_3;Norm-Mallows 0.5_6;18.0;0.04188871383666992
+Group-Separable_3;Norm-Mallows 0.5_7;15.0;0.04096078872680664
+Group-Separable_3;Norm-Mallows 0.5_8;15.0;0.04189038276672363
+Group-Separable_3;Norm-Mallows 0.5_9;16.0;0.043848276138305664
+Group-Separable_3;Urn culture_id (gamma)_0;17.0;0.042078256607055664
+Group-Separable_3;Urn culture_id (gamma)_1;14.0;0.04288363456726074
+Group-Separable_3;Urn culture_id (gamma)_2;15.0;0.04205632209777832
+Group-Separable_3;Urn culture_id (gamma)_3;15.0;0.04088783264160156
+Group-Separable_3;Urn culture_id (gamma)_4;12.0;0.04189014434814453
+Group-Separable_3;Urn culture_id (gamma)_5;15.0;0.04189133644104004
+Group-Separable_3;Urn culture_id (gamma)_6;19.0;0.04192018508911133
+Group-Separable_3;Urn culture_id (gamma)_7;16.0;0.04188942909240723
+Group-Separable_3;Urn culture_id (gamma)_8;17.0;0.04088950157165527
+Group-Separable_3;Urn culture_id (gamma)_9;14.0;0.04188847541809082
+Group-Separable_3;ID;31.0;0.04103541374206543
+Group-Separable_3;UN_0;17.0;0.04188704490661621
+Group-Separable_3;UN_1;16.0;0.041887760162353516
+Group-Separable_3;UN_2;17.0;0.040892601013183594
+Group-Separable_3;UN_3;18.0;0.04188656806945801
+Group-Separable_3;AN;7.0;0.041887521743774414
+Group-Separable_4;Group-Separable_5;14.0;0.04288196563720703
+Group-Separable_4;Group-Separable_6;14.0;0.04291868209838867
+Group-Separable_4;Group-Separable_7;15.0;0.043849945068359375
+Group-Separable_4;Group-Separable_8;0.0;0.042920827865600586
+Group-Separable_4;Group-Separable_9;18.0;0.042885541915893555
+Group-Separable_4;Single-Crossing_0;13.0;0.04288077354431152
+Group-Separable_4;Single-Crossing_1;16.0;0.042885780334472656
+Group-Separable_4;Single-Crossing_2;14.0;0.043884992599487305
+Group-Separable_4;Single-Crossing_3;12.0;0.043848276138305664
+Group-Separable_4;Single-Crossing_4;14.0;0.042917490005493164
+Group-Separable_4;Single-Crossing_5;18.0;0.0438845157623291
+Group-Separable_4;Single-Crossing_6;15.0;0.042882442474365234
+Group-Separable_4;Single-Crossing_7;19.0;0.04288673400878906
+Group-Separable_4;Single-Crossing_8;11.0;0.04385638236999512
+Group-Separable_4;Single-Crossing_9;15.0;0.042913198471069336
+Group-Separable_4;1D Interval_0;12.0;0.042885541915893555
+Group-Separable_4;1D Interval_1;2.0;0.04388022422790527
+Group-Separable_4;1D Interval_2;9.0;0.04288601875305176
+Group-Separable_4;1D Interval_3;16.0;0.04388618469238281
+Group-Separable_4;1D Interval_4;14.0;0.04288125038146973
+Group-Separable_4;1D Interval_5;9.0;0.04599428176879883
+Group-Separable_4;1D Interval_6;15.0;0.04905414581298828
+Group-Separable_4;1D Interval_7;4.0;0.048262834548950195
+Group-Separable_4;1D Interval_8;11.0;0.04288530349731445
+Group-Separable_4;1D Interval_9;5.0;0.042883872985839844
+Group-Separable_4;2D Disc_0;11.0;0.04388284683227539
+Group-Separable_4;2D Disc_1;15.0;0.04288816452026367
+Group-Separable_4;2D Disc_2;15.0;0.04288363456726074
+Group-Separable_4;2D Disc_3;16.0;0.04297041893005371
+Group-Separable_4;2D Disc_4;14.0;0.042883872985839844
+Group-Separable_4;2D Disc_5;17.0;0.04288434982299805
+Group-Separable_4;2D Disc_6;17.0;0.0439610481262207
+Group-Separable_4;2D Disc_7;16.0;0.058208465576171875
+Group-Separable_4;2D Disc_8;15.0;0.05440354347229004
+Group-Separable_4;2D Disc_9;11.0;0.044300079345703125
+Group-Separable_4;3D Cube_0;11.0;0.04812288284301758
+Group-Separable_4;3D Cube_1;16.0;0.04388284683227539
+Group-Separable_4;3D Cube_2;17.0;0.04415392875671387
+Group-Separable_4;3D Cube_3;16.0;0.042853355407714844
+Group-Separable_4;3D Cube_4;14.0;0.04292416572570801
+Group-Separable_4;3D Cube_5;12.0;0.043976545333862305
+Group-Separable_4;3D Cube_6;18.0;0.04288816452026367
+Group-Separable_4;3D Cube_7;12.0;0.04288530349731445
+Group-Separable_4;3D Cube_8;19.0;0.04388022422790527
+Group-Separable_4;3D Cube_9;14.0;0.04987072944641113
+Group-Separable_4;2D Sphere_0;17.0;0.06653833389282227
+Group-Separable_4;2D Sphere_1;19.0;0.06454658508300781
+Group-Separable_4;2D Sphere_2;8.0;0.056195735931396484
+Group-Separable_4;2D Sphere_3;18.0;0.05146050453186035
+Group-Separable_4;2D Sphere_4;14.0;0.05180764198303223
+Group-Separable_4;2D Sphere_5;18.0;0.051770925521850586
+Group-Separable_4;2D Sphere_6;19.0;0.05303549766540527
+Group-Separable_4;2D Sphere_7;15.0;0.05114412307739258
+Group-Separable_4;2D Sphere_8;12.0;0.05126810073852539
+Group-Separable_4;2D Sphere_9;18.0;0.04402279853820801
+Group-Separable_4;3D Sphere_0;15.0;0.044013261795043945
+Group-Separable_4;3D Sphere_1;19.0;0.04295206069946289
+Group-Separable_4;3D Sphere_2;16.0;0.04295778274536133
+Group-Separable_4;3D Sphere_3;13.0;0.0439908504486084
+Group-Separable_4;3D Sphere_4;16.0;0.042996883392333984
+Group-Separable_4;3D Sphere_5;19.0;0.043915748596191406
+Group-Separable_4;3D Sphere_6;16.0;0.04299616813659668
+Group-Separable_4;3D Sphere_7;15.0;0.04403066635131836
+Group-Separable_4;3D Sphere_8;13.0;0.04395866394042969
+Group-Separable_4;3D Sphere_9;18.0;0.04399561882019043
+Group-Separable_4;Urn culture_id 0.1_0;16.0;0.0429227352142334
+Group-Separable_4;Urn culture_id 0.1_1;17.0;0.043880462646484375
+Group-Separable_4;Urn culture_id 0.1_2;18.0;0.042885541915893555
+Group-Separable_4;Urn culture_id 0.1_3;18.0;0.0428929328918457
+Group-Separable_4;Urn culture_id 0.1_4;18.0;0.04392647743225098
+Group-Separable_4;Urn culture_id 0.1_5;13.0;0.042885541915893555
+Group-Separable_4;Urn culture_id 0.1_6;19.0;0.042888641357421875
+Group-Separable_4;Urn culture_id 0.1_7;17.0;0.04288458824157715
+Group-Separable_4;Urn culture_id 0.1_8;16.0;0.04288744926452637
+Group-Separable_4;Urn culture_id 0.1_9;15.0;0.04387807846069336
+Group-Separable_4;Norm-Mallows 0.5_0;16.0;0.042885541915893555
+Group-Separable_4;Norm-Mallows 0.5_1;15.0;0.04288911819458008
+Group-Separable_4;Norm-Mallows 0.5_2;20.0;0.042883872985839844
+Group-Separable_4;Norm-Mallows 0.5_3;18.0;0.04288601875305176
+Group-Separable_4;Norm-Mallows 0.5_4;19.0;0.04387950897216797
+Group-Separable_4;Norm-Mallows 0.5_5;19.0;0.042886972427368164
+Group-Separable_4;Norm-Mallows 0.5_6;17.0;0.042885780334472656
+Group-Separable_4;Norm-Mallows 0.5_7;18.0;0.042886972427368164
+Group-Separable_4;Norm-Mallows 0.5_8;16.0;0.04288482666015625
+Group-Separable_4;Norm-Mallows 0.5_9;19.0;0.04288220405578613
+Group-Separable_4;Urn culture_id (gamma)_0;18.0;0.04288530349731445
+Group-Separable_4;Urn culture_id (gamma)_1;19.0;0.042885780334472656
+Group-Separable_4;Urn culture_id (gamma)_2;18.0;0.04288458824157715
+Group-Separable_4;Urn culture_id (gamma)_3;16.0;0.04288649559020996
+Group-Separable_4;Urn culture_id (gamma)_4;17.0;0.042893171310424805
+Group-Separable_4;Urn culture_id (gamma)_5;18.0;0.04387378692626953
+Group-Separable_4;Urn culture_id (gamma)_6;20.0;0.042885780334472656
+Group-Separable_4;Urn culture_id (gamma)_7;19.0;0.04288506507873535
+Group-Separable_4;Urn culture_id (gamma)_8;16.0;0.042885780334472656
+Group-Separable_4;Urn culture_id (gamma)_9;19.0;0.04388236999511719
+Group-Separable_4;ID;24.0;0.04288530349731445
+Group-Separable_4;UN_0;20.0;0.044885873794555664
+Group-Separable_4;UN_1;19.0;0.04387712478637695
+Group-Separable_4;UN_2;20.0;0.04388260841369629
+Group-Separable_4;UN_3;21.0;0.04388260841369629
+Group-Separable_4;AN;12.0;0.04288792610168457
+Group-Separable_5;Group-Separable_6;10.0;0.0418856143951416
+Group-Separable_5;Group-Separable_7;9.0;0.04288458824157715
+Group-Separable_5;Group-Separable_8;14.0;0.04188823699951172
+Group-Separable_5;Group-Separable_9;14.0;0.04288625717163086
+Group-Separable_5;Single-Crossing_0;19.0;0.04188799858093262
+Group-Separable_5;Single-Crossing_1;18.0;0.04189038276672363
+Group-Separable_5;Single-Crossing_2;16.0;0.04188680648803711
+Group-Separable_5;Single-Crossing_3;16.0;0.0418856143951416
+Group-Separable_5;Single-Crossing_4;16.0;0.042885541915893555
+Group-Separable_5;Single-Crossing_5;18.0;0.041875362396240234
+Group-Separable_5;Single-Crossing_6;21.0;0.041901588439941406
+Group-Separable_5;Single-Crossing_7;19.0;0.042888641357421875
+Group-Separable_5;Single-Crossing_8;17.0;0.04188680648803711
+Group-Separable_5;Single-Crossing_9;19.0;0.041936397552490234
+Group-Separable_5;1D Interval_0;14.0;0.042887210845947266
+Group-Separable_5;1D Interval_1;14.0;0.04189157485961914
+Group-Separable_5;1D Interval_2;11.0;0.04188179969787598
+Group-Separable_5;1D Interval_3;16.0;0.04288482666015625
+Group-Separable_5;1D Interval_4;24.0;0.041855812072753906
+Group-Separable_5;1D Interval_5;15.0;0.04192042350769043
+Group-Separable_5;1D Interval_6;19.0;0.04395318031311035
+Group-Separable_5;1D Interval_7;16.0;0.042885780334472656
+Group-Separable_5;1D Interval_8;21.0;0.041892290115356445
+Group-Separable_5;1D Interval_9;13.0;0.04288077354431152
+Group-Separable_5;2D Disc_0;15.0;0.04288053512573242
+Group-Separable_5;2D Disc_1;11.0;0.0428929328918457
+Group-Separable_5;2D Disc_2;15.0;0.04199409484863281
+Group-Separable_5;2D Disc_3;20.0;0.042882680892944336
+Group-Separable_5;2D Disc_4;20.0;0.04288530349731445
+Group-Separable_5;2D Disc_5;17.0;0.04288530349731445
+Group-Separable_5;2D Disc_6;15.0;0.04188847541809082
+Group-Separable_5;2D Disc_7;16.0;0.04288458824157715
+Group-Separable_5;2D Disc_8;11.0;0.04288458824157715
+Group-Separable_5;2D Disc_9;15.0;0.042885541915893555
+Group-Separable_5;3D Cube_0;13.0;0.04288530349731445
+Group-Separable_5;3D Cube_1;10.0;0.04288601875305176
+Group-Separable_5;3D Cube_2;19.0;0.04288506507873535
+Group-Separable_5;3D Cube_3;18.0;0.041893720626831055
+Group-Separable_5;3D Cube_4;16.0;0.042879581451416016
+Group-Separable_5;3D Cube_5;14.0;0.04288482666015625
+Group-Separable_5;3D Cube_6;16.0;0.04196786880493164
+Group-Separable_5;3D Cube_7;14.0;0.0438847541809082
+Group-Separable_5;3D Cube_8;13.0;0.0418851375579834
+Group-Separable_5;3D Cube_9;14.0;0.0438840389251709
+Group-Separable_5;2D Sphere_0;15.0;0.04188990592956543
+Group-Separable_5;2D Sphere_1;15.0;0.0418851375579834
+Group-Separable_5;2D Sphere_2;12.0;0.04288530349731445
+Group-Separable_5;2D Sphere_3;20.0;0.04205036163330078
+Group-Separable_5;2D Sphere_4;8.0;0.04189443588256836
+Group-Separable_5;2D Sphere_5;12.0;0.04188394546508789
+Group-Separable_5;2D Sphere_6;15.0;0.042885780334472656
+Group-Separable_5;2D Sphere_7;9.0;0.0418856143951416
+Group-Separable_5;2D Sphere_8;14.0;0.04188799858093262
+Group-Separable_5;2D Sphere_9;18.0;0.042885541915893555
+Group-Separable_5;3D Sphere_0;17.0;0.04188728332519531
+Group-Separable_5;3D Sphere_1;11.0;0.041892290115356445
+Group-Separable_5;3D Sphere_2;12.0;0.04288148880004883
+Group-Separable_5;3D Sphere_3;15.0;0.041890621185302734
+Group-Separable_5;3D Sphere_4;16.0;0.04189300537109375
+Group-Separable_5;3D Sphere_5;19.0;0.04188108444213867
+Group-Separable_5;3D Sphere_6;10.0;0.04295229911804199
+Group-Separable_5;3D Sphere_7;11.0;0.04207324981689453
+Group-Separable_5;3D Sphere_8;11.0;0.04199481010437012
+Group-Separable_5;3D Sphere_9;12.0;0.042885780334472656
+Group-Separable_5;Urn culture_id 0.1_0;12.0;0.04199671745300293
+Group-Separable_5;Urn culture_id 0.1_1;11.0;0.0418848991394043
+Group-Separable_5;Urn culture_id 0.1_2;18.0;0.042886972427368164
+Group-Separable_5;Urn culture_id 0.1_3;14.0;0.042891502380371094
+Group-Separable_5;Urn culture_id 0.1_4;28.0;0.04188036918640137
+Group-Separable_5;Urn culture_id 0.1_5;15.0;0.04188799858093262
+Group-Separable_5;Urn culture_id 0.1_6;13.0;0.042885780334472656
+Group-Separable_5;Urn culture_id 0.1_7;13.0;0.041887521743774414
+Group-Separable_5;Urn culture_id 0.1_8;16.0;0.04189038276672363
+Group-Separable_5;Urn culture_id 0.1_9;15.0;0.04288482666015625
+Group-Separable_5;Norm-Mallows 0.5_0;20.0;0.04188823699951172
+Group-Separable_5;Norm-Mallows 0.5_1;17.0;0.0418856143951416
+Group-Separable_5;Norm-Mallows 0.5_2;12.0;0.04188847541809082
+Group-Separable_5;Norm-Mallows 0.5_3;20.0;0.04188966751098633
+Group-Separable_5;Norm-Mallows 0.5_4;17.0;0.04288315773010254
+Group-Separable_5;Norm-Mallows 0.5_5;19.0;0.04189038276672363
+Group-Separable_5;Norm-Mallows 0.5_6;21.0;0.0418856143951416
+Group-Separable_5;Norm-Mallows 0.5_7;16.0;0.04288840293884277
+Group-Separable_5;Norm-Mallows 0.5_8;14.0;0.0418853759765625
+Group-Separable_5;Norm-Mallows 0.5_9;15.0;0.041971683502197266
+Group-Separable_5;Urn culture_id (gamma)_0;14.0;0.04291844367980957
+Group-Separable_5;Urn culture_id (gamma)_1;13.0;0.0419161319732666
+Group-Separable_5;Urn culture_id (gamma)_2;12.0;0.041887760162353516
+Group-Separable_5;Urn culture_id (gamma)_3;14.0;0.04288506507873535
+Group-Separable_5;Urn culture_id (gamma)_4;11.0;0.04188847541809082
+Group-Separable_5;Urn culture_id (gamma)_5;8.0;0.04288482666015625
+Group-Separable_5;Urn culture_id (gamma)_6;14.0;0.041892051696777344
+Group-Separable_5;Urn culture_id (gamma)_7;11.0;0.04305291175842285
+Group-Separable_5;Urn culture_id (gamma)_8;12.0;0.04188871383666992
+Group-Separable_5;Urn culture_id (gamma)_9;11.0;0.04288482666015625
+Group-Separable_5;ID;34.0;0.04189014434814453
+Group-Separable_5;UN_0;10.0;0.041886329650878906
+Group-Separable_5;UN_1;11.0;0.04301714897155762
+Group-Separable_5;UN_2;10.0;0.041886091232299805
+Group-Separable_5;UN_3;11.0;0.04288458824157715
+Group-Separable_5;AN;12.0;0.04188799858093262
+Group-Separable_6;Group-Separable_7;13.0;0.042885541915893555
+Group-Separable_6;Group-Separable_8;14.0;0.042885780334472656
+Group-Separable_6;Group-Separable_9;10.0;0.042886972427368164
+Group-Separable_6;Single-Crossing_0;15.0;0.043880462646484375
+Group-Separable_6;Single-Crossing_1;16.0;0.04189157485961914
+Group-Separable_6;Single-Crossing_2;12.0;0.04288148880004883
+Group-Separable_6;Single-Crossing_3;14.0;0.04189038276672363
+Group-Separable_6;Single-Crossing_4;16.0;0.042887210845947266
+Group-Separable_6;Single-Crossing_5;18.0;0.04288148880004883
+Group-Separable_6;Single-Crossing_6;15.0;0.0429530143737793
+Group-Separable_6;Single-Crossing_7;15.0;0.0418856143951416
+Group-Separable_6;Single-Crossing_8;15.0;0.04296565055847168
+Group-Separable_6;Single-Crossing_9;17.0;0.04291796684265137
+Group-Separable_6;1D Interval_0;16.0;0.04604005813598633
+Group-Separable_6;1D Interval_1;14.0;0.04487919807434082
+Group-Separable_6;1D Interval_2;13.0;0.042885541915893555
+Group-Separable_6;1D Interval_3;16.0;0.04288506507873535
+Group-Separable_6;1D Interval_4;20.0;0.04288458824157715
+Group-Separable_6;1D Interval_5;13.0;0.04288768768310547
+Group-Separable_6;1D Interval_6;15.0;0.04384779930114746
+Group-Separable_6;1D Interval_7;14.0;0.042917490005493164
+Group-Separable_6;1D Interval_8;17.0;0.042885780334472656
+Group-Separable_6;1D Interval_9;13.0;0.04288530349731445
+Group-Separable_6;2D Disc_0;15.0;0.04288768768310547
+Group-Separable_6;2D Disc_1;11.0;0.04288363456726074
+Group-Separable_6;2D Disc_2;15.0;0.042885780334472656
+Group-Separable_6;2D Disc_3;18.0;0.04295969009399414
+Group-Separable_6;2D Disc_4;18.0;0.04288887977600098
+Group-Separable_6;2D Disc_5;17.0;0.04288005828857422
+Group-Separable_6;2D Disc_6;13.0;0.04288649559020996
+Group-Separable_6;2D Disc_7;16.0;0.04288434982299805
+Group-Separable_6;2D Disc_8;11.0;0.04288506507873535
+Group-Separable_6;2D Disc_9;11.0;0.0429537296295166
+Group-Separable_6;3D Cube_0;11.0;0.04288482666015625
+Group-Separable_6;3D Cube_1;12.0;0.04188990592956543
+Group-Separable_6;3D Cube_2;21.0;0.04288339614868164
+Group-Separable_6;3D Cube_3;16.0;0.04288840293884277
+Group-Separable_6;3D Cube_4;16.0;0.042882680892944336
+Group-Separable_6;3D Cube_5;10.0;0.047020912170410156
+Group-Separable_6;3D Cube_6;14.0;0.04288506507873535
+Group-Separable_6;3D Cube_7;12.0;0.041887760162353516
+Group-Separable_6;3D Cube_8;13.0;0.042885541915893555
+Group-Separable_6;3D Cube_9;10.0;0.04288506507873535
+Group-Separable_6;2D Sphere_0;17.0;0.04288768768310547
+Group-Separable_6;2D Sphere_1;15.0;0.042884111404418945
+Group-Separable_6;2D Sphere_2;12.0;0.041887521743774414
+Group-Separable_6;2D Sphere_3;18.0;0.042886972427368164
+Group-Separable_6;2D Sphere_4;10.0;0.042884111404418945
+Group-Separable_6;2D Sphere_5;14.0;0.04188799858093262
+Group-Separable_6;2D Sphere_6;17.0;0.04288625717163086
+Group-Separable_6;2D Sphere_7;13.0;0.04288434982299805
+Group-Separable_6;2D Sphere_8;10.0;0.04188680648803711
+Group-Separable_6;2D Sphere_9;16.0;0.04288792610168457
+Group-Separable_6;3D Sphere_0;19.0;0.042884111404418945
+Group-Separable_6;3D Sphere_1;13.0;0.0418550968170166
+Group-Separable_6;3D Sphere_2;14.0;0.04291939735412598
+Group-Separable_6;3D Sphere_3;15.0;0.04292011260986328
+Group-Separable_6;3D Sphere_4;12.0;0.042891502380371094
+Group-Separable_6;3D Sphere_5;15.0;0.041886329650878906
+Group-Separable_6;3D Sphere_6;10.0;0.042885780334472656
+Group-Separable_6;3D Sphere_7;9.0;0.04288649559020996
+Group-Separable_6;3D Sphere_8;7.0;0.043879032135009766
+Group-Separable_6;3D Sphere_9;16.0;0.041887760162353516
+Group-Separable_6;Urn culture_id 0.1_0;10.0;0.04288506507873535
+Group-Separable_6;Urn culture_id 0.1_1;11.0;0.0432133674621582
+Group-Separable_6;Urn culture_id 0.1_2;18.0;0.04288482666015625
+Group-Separable_6;Urn culture_id 0.1_3;10.0;0.04188990592956543
+Group-Separable_6;Urn culture_id 0.1_4;24.0;0.042882680892944336
+Group-Separable_6;Urn culture_id 0.1_5;13.0;0.042885541915893555
+Group-Separable_6;Urn culture_id 0.1_6;11.0;0.04189014434814453
+Group-Separable_6;Urn culture_id 0.1_7;15.0;0.04288363456726074
+Group-Separable_6;Urn culture_id 0.1_8;12.0;0.04288601875305176
+Group-Separable_6;Urn culture_id 0.1_9;13.0;0.041889190673828125
+Group-Separable_6;Norm-Mallows 0.5_0;16.0;0.04302644729614258
+Group-Separable_6;Norm-Mallows 0.5_1;15.0;0.04188895225524902
+Group-Separable_6;Norm-Mallows 0.5_2;12.0;0.04288482666015625
+Group-Separable_6;Norm-Mallows 0.5_3;16.0;0.04288530349731445
+Group-Separable_6;Norm-Mallows 0.5_4;15.0;0.041887521743774414
+Group-Separable_6;Norm-Mallows 0.5_5;17.0;0.04288673400878906
+Group-Separable_6;Norm-Mallows 0.5_6;17.0;0.042853593826293945
+Group-Separable_6;Norm-Mallows 0.5_7;14.0;0.041953325271606445
+Group-Separable_6;Norm-Mallows 0.5_8;16.0;0.04288148880004883
+Group-Separable_6;Norm-Mallows 0.5_9;15.0;0.04288792610168457
+Group-Separable_6;Urn culture_id (gamma)_0;12.0;0.041889190673828125
+Group-Separable_6;Urn culture_id (gamma)_1;11.0;0.043984413146972656
+Group-Separable_6;Urn culture_id (gamma)_2;12.0;0.04288005828857422
+Group-Separable_6;Urn culture_id (gamma)_3;16.0;0.04288506507873535
+Group-Separable_6;Urn culture_id (gamma)_4;13.0;0.04288363456726074
+Group-Separable_6;Urn culture_id (gamma)_5;10.0;0.04188990592956543
+Group-Separable_6;Urn culture_id (gamma)_6;12.0;0.04288482666015625
+Group-Separable_6;Urn culture_id (gamma)_7;11.0;0.04288363456726074
+Group-Separable_6;Urn culture_id (gamma)_8;12.0;0.04288506507873535
+Group-Separable_6;Urn culture_id (gamma)_9;11.0;0.04288530349731445
+Group-Separable_6;ID;30.0;0.042885541915893555
+Group-Separable_6;UN_0;12.0;0.042885780334472656
+Group-Separable_6;UN_1;11.0;0.04288768768310547
+Group-Separable_6;UN_2;10.0;0.0418848991394043
+Group-Separable_6;UN_3;13.0;0.042885780334472656
+Group-Separable_6;AN;14.0;0.04288744926452637
+Group-Separable_7;Group-Separable_8;15.0;0.041886091232299805
+Group-Separable_7;Group-Separable_9;17.0;0.04196619987487793
+Group-Separable_7;Single-Crossing_0;16.0;0.04297018051147461
+Group-Separable_7;Single-Crossing_1;17.0;0.04200410842895508
+Group-Separable_7;Single-Crossing_2;15.0;0.0418548583984375
+Group-Separable_7;Single-Crossing_3;17.0;0.04192185401916504
+Group-Separable_7;Single-Crossing_4;11.0;0.04188728332519531
+Group-Separable_7;Single-Crossing_5;17.0;0.04188656806945801
+Group-Separable_7;Single-Crossing_6;18.0;0.04188823699951172
+Group-Separable_7;Single-Crossing_7;18.0;0.042890071868896484
+Group-Separable_7;Single-Crossing_8;16.0;0.04188394546508789
+Group-Separable_7;Single-Crossing_9;16.0;0.04288744926452637
+Group-Separable_7;1D Interval_0;13.0;0.0418856143951416
+Group-Separable_7;1D Interval_1;15.0;0.04188895225524902
+Group-Separable_7;1D Interval_2;12.0;0.04188680648803711
+Group-Separable_7;1D Interval_3;13.0;0.04188823699951172
+Group-Separable_7;1D Interval_4;21.0;0.04188799858093262
+Group-Separable_7;1D Interval_5;16.0;0.04188895225524902
+Group-Separable_7;1D Interval_6;20.0;0.04188680648803711
+Group-Separable_7;1D Interval_7;15.0;0.04188799858093262
+Group-Separable_7;1D Interval_8;18.0;0.04188966751098633
+Group-Separable_7;1D Interval_9;14.0;0.04188728332519531
+Group-Separable_7;2D Disc_0;12.0;0.041887760162353516
+Group-Separable_7;2D Disc_1;10.0;0.04188728332519531
+Group-Separable_7;2D Disc_2;12.0;0.04188823699951172
+Group-Separable_7;2D Disc_3;15.0;0.042901039123535156
+Group-Separable_7;2D Disc_4;15.0;0.04187297821044922
+Group-Separable_7;2D Disc_5;14.0;0.04188966751098633
+Group-Separable_7;2D Disc_6;12.0;0.04185318946838379
+Group-Separable_7;2D Disc_7;13.0;0.04191994667053223
+Group-Separable_7;2D Disc_8;8.0;0.04188895225524902
+Group-Separable_7;2D Disc_9;14.0;0.043978214263916016
+Group-Separable_7;3D Cube_0;12.0;0.04288482666015625
+Group-Separable_7;3D Cube_1;11.0;0.04288625717163086
+Group-Separable_7;3D Cube_2;14.0;0.04188704490661621
+Group-Separable_7;3D Cube_3;17.0;0.041886091232299805
+Group-Separable_7;3D Cube_4;13.0;0.04188728332519531
+Group-Separable_7;3D Cube_5;15.0;0.04189157485961914
+Group-Separable_7;3D Cube_6;15.0;0.04288506507873535
+Group-Separable_7;3D Cube_7;13.0;0.04188704490661621
+Group-Separable_7;3D Cube_8;12.0;0.0418856143951416
+Group-Separable_7;3D Cube_9;13.0;0.04188799858093262
+Group-Separable_7;2D Sphere_0;14.0;0.04205822944641113
+Group-Separable_7;2D Sphere_1;12.0;0.04189181327819824
+Group-Separable_7;2D Sphere_2;13.0;0.041884660720825195
+Group-Separable_7;2D Sphere_3;15.0;0.04288768768310547
+Group-Separable_7;2D Sphere_4;9.0;0.041954994201660156
+Group-Separable_7;2D Sphere_5;11.0;0.041921138763427734
+Group-Separable_7;2D Sphere_6;12.0;0.04188799858093262
+Group-Separable_7;2D Sphere_7;12.0;0.04288482666015625
+Group-Separable_7;2D Sphere_8;13.0;0.041887760162353516
+Group-Separable_7;2D Sphere_9;13.0;0.04189109802246094
+Group-Separable_7;3D Sphere_0;12.0;0.041887521743774414
+Group-Separable_7;3D Sphere_1;10.0;0.0418853759765625
+Group-Separable_7;3D Sphere_2;11.0;0.041887760162353516
+Group-Separable_7;3D Sphere_3;12.0;0.04189157485961914
+Group-Separable_7;3D Sphere_4;15.0;0.04296565055847168
+Group-Separable_7;3D Sphere_5;14.0;0.04288649559020996
+Group-Separable_7;3D Sphere_6;11.0;0.04188680648803711
+Group-Separable_7;3D Sphere_7;12.0;0.041890621185302734
+Group-Separable_7;3D Sphere_8;12.0;0.041971445083618164
+Group-Separable_7;3D Sphere_9;11.0;0.04288530349731445
+Group-Separable_7;Urn culture_id 0.1_0;7.0;0.04188823699951172
+Group-Separable_7;Urn culture_id 0.1_1;10.0;0.041887760162353516
+Group-Separable_7;Urn culture_id 0.1_2;19.0;0.04189014434814453
+Group-Separable_7;Urn culture_id 0.1_3;13.0;0.0418858528137207
+Group-Separable_7;Urn culture_id 0.1_4;23.0;0.041892290115356445
+Group-Separable_7;Urn culture_id 0.1_5;18.0;0.04188370704650879
+Group-Separable_7;Urn culture_id 0.1_6;12.0;0.04189038276672363
+Group-Separable_7;Urn culture_id 0.1_7;10.0;0.0418851375579834
+Group-Separable_7;Urn culture_id 0.1_8;11.0;0.041889190673828125
+Group-Separable_7;Urn culture_id 0.1_9;16.0;0.04188704490661621
+Group-Separable_7;Norm-Mallows 0.5_0;15.0;0.04189038276672363
+Group-Separable_7;Norm-Mallows 0.5_1;14.0;0.0418858528137207
+Group-Separable_7;Norm-Mallows 0.5_2;11.0;0.04288744926452637
+Group-Separable_7;Norm-Mallows 0.5_3;15.0;0.041886091232299805
+Group-Separable_7;Norm-Mallows 0.5_4;16.0;0.04285287857055664
+Group-Separable_7;Norm-Mallows 0.5_5;16.0;0.04191994667053223
+Group-Separable_7;Norm-Mallows 0.5_6;16.0;0.04188942909240723
+Group-Separable_7;Norm-Mallows 0.5_7;13.0;0.04288458824157715
+Group-Separable_7;Norm-Mallows 0.5_8;11.0;0.04294133186340332
+Group-Separable_7;Norm-Mallows 0.5_9;12.0;0.04288768768310547
+Group-Separable_7;Urn culture_id (gamma)_0;15.0;0.041884660720825195
+Group-Separable_7;Urn culture_id (gamma)_1;12.0;0.04188847541809082
+Group-Separable_7;Urn culture_id (gamma)_2;11.0;0.042885541915893555
+Group-Separable_7;Urn culture_id (gamma)_3;11.0;0.04188823699951172
+Group-Separable_7;Urn culture_id (gamma)_4;8.0;0.04305076599121094
+Group-Separable_7;Urn culture_id (gamma)_5;9.0;0.04188966751098633
+Group-Separable_7;Urn culture_id (gamma)_6;13.0;0.04188036918640137
+Group-Separable_7;Urn culture_id (gamma)_7;10.0;0.04188847541809082
+Group-Separable_7;Urn culture_id (gamma)_8;9.0;0.041889190673828125
+Group-Separable_7;Urn culture_id (gamma)_9;12.0;0.04189014434814453
+Group-Separable_7;ID;29.0;0.041884422302246094
+Group-Separable_7;UN_0;11.0;0.04288482666015625
+Group-Separable_7;UN_1;10.0;0.04188799858093262
+Group-Separable_7;UN_2;11.0;0.04188942909240723
+Group-Separable_7;UN_3;12.0;0.04188895225524902
+Group-Separable_7;AN;15.0;0.0418858528137207
+Group-Separable_8;Group-Separable_9;18.0;0.04288887977600098
+Group-Separable_8;Single-Crossing_0;13.0;0.042883872985839844
+Group-Separable_8;Single-Crossing_1;16.0;0.04288530349731445
+Group-Separable_8;Single-Crossing_2;14.0;0.04288291931152344
+Group-Separable_8;Single-Crossing_3;12.0;0.04388284683227539
+Group-Separable_8;Single-Crossing_4;14.0;0.04288816452026367
+Group-Separable_8;Single-Crossing_5;18.0;0.04395937919616699
+Group-Separable_8;Single-Crossing_6;15.0;0.042882442474365234
+Group-Separable_8;Single-Crossing_7;19.0;0.04288482666015625
+Group-Separable_8;Single-Crossing_8;11.0;0.04288601875305176
+Group-Separable_8;Single-Crossing_9;15.0;0.04288458824157715
+Group-Separable_8;1D Interval_0;12.0;0.04307246208190918
+Group-Separable_8;1D Interval_1;2.0;0.04288196563720703
+Group-Separable_8;1D Interval_2;9.0;0.04288530349731445
+Group-Separable_8;1D Interval_3;16.0;0.04385066032409668
+Group-Separable_8;1D Interval_4;14.0;0.04291987419128418
+Group-Separable_8;1D Interval_5;9.0;0.04288601875305176
+Group-Separable_8;1D Interval_6;15.0;0.04285073280334473
+Group-Separable_8;1D Interval_7;4.0;0.0429227352142334
+Group-Separable_8;1D Interval_8;11.0;0.04287981986999512
+Group-Separable_8;1D Interval_9;5.0;0.04288506507873535
+Group-Separable_8;2D Disc_0;11.0;0.04288506507873535
+Group-Separable_8;2D Disc_1;15.0;0.04288935661315918
+Group-Separable_8;2D Disc_2;15.0;0.042883872985839844
+Group-Separable_8;2D Disc_3;16.0;0.04388070106506348
+Group-Separable_8;2D Disc_4;14.0;0.04189252853393555
+Group-Separable_8;2D Disc_5;17.0;0.04304361343383789
+Group-Separable_8;2D Disc_6;17.0;0.04288339614868164
+Group-Separable_8;2D Disc_7;16.0;0.04388260841369629
+Group-Separable_8;2D Disc_8;15.0;0.042962074279785156
+Group-Separable_8;2D Disc_9;11.0;0.04388236999511719
+Group-Separable_8;3D Cube_0;11.0;0.042883872985839844
+Group-Separable_8;3D Cube_1;16.0;0.04288744926452637
+Group-Separable_8;3D Cube_2;17.0;0.04388236999511719
+Group-Separable_8;3D Cube_3;16.0;0.04288482666015625
+Group-Separable_8;3D Cube_4;14.0;0.042885780334472656
+Group-Separable_8;3D Cube_5;12.0;0.04387998580932617
+Group-Separable_8;3D Cube_6;18.0;0.042885541915893555
+Group-Separable_8;3D Cube_7;12.0;0.04392671585083008
+Group-Separable_8;3D Cube_8;19.0;0.04291844367980957
+Group-Separable_8;3D Cube_9;14.0;0.0430455207824707
+Group-Separable_8;2D Sphere_0;17.0;0.04288506507873535
+Group-Separable_8;2D Sphere_1;19.0;0.04388117790222168
+Group-Separable_8;2D Sphere_2;8.0;0.04288506507873535
+Group-Separable_8;2D Sphere_3;18.0;0.04288744926452637
+Group-Separable_8;2D Sphere_4;14.0;0.04288506507873535
+Group-Separable_8;2D Sphere_5;18.0;0.04288482666015625
+Group-Separable_8;2D Sphere_6;19.0;0.042883872985839844
+Group-Separable_8;2D Sphere_7;15.0;0.04288625717163086
+Group-Separable_8;2D Sphere_8;12.0;0.0438845157623291
+Group-Separable_8;2D Sphere_9;18.0;0.043975114822387695
+Group-Separable_8;3D Sphere_0;15.0;0.04288601875305176
+Group-Separable_8;3D Sphere_1;19.0;0.04388260841369629
+Group-Separable_8;3D Sphere_2;16.0;0.04388236999511719
+Group-Separable_8;3D Sphere_3;13.0;0.04388284683227539
+Group-Separable_8;3D Sphere_4;16.0;0.042885541915893555
+Group-Separable_8;3D Sphere_5;19.0;0.0438845157623291
+Group-Separable_8;3D Sphere_6;16.0;0.04388093948364258
+Group-Separable_8;3D Sphere_7;15.0;0.04288458824157715
+Group-Separable_8;3D Sphere_8;13.0;0.04388546943664551
+Group-Separable_8;3D Sphere_9;18.0;0.04288506507873535
+Group-Separable_8;Urn culture_id 0.1_0;16.0;0.04388070106506348
+Group-Separable_8;Urn culture_id 0.1_1;17.0;0.04288482666015625
+Group-Separable_8;Urn culture_id 0.1_2;18.0;0.04388260841369629
+Group-Separable_8;Urn culture_id 0.1_3;18.0;0.042886972427368164
+Group-Separable_8;Urn culture_id 0.1_4;18.0;0.04297327995300293
+Group-Separable_8;Urn culture_id 0.1_5;13.0;0.043886423110961914
+Group-Separable_8;Urn culture_id 0.1_6;19.0;0.04288220405578613
+Group-Separable_8;Urn culture_id 0.1_7;17.0;0.043882131576538086
+Group-Separable_8;Urn culture_id 0.1_8;16.0;0.04388713836669922
+Group-Separable_8;Urn culture_id 0.1_9;15.0;0.042881011962890625
+Group-Separable_8;Norm-Mallows 0.5_0;16.0;0.042885541915893555
+Group-Separable_8;Norm-Mallows 0.5_1;15.0;0.04388427734375
+Group-Separable_8;Norm-Mallows 0.5_2;20.0;0.04291343688964844
+Group-Separable_8;Norm-Mallows 0.5_3;18.0;0.04289102554321289
+Group-Separable_8;Norm-Mallows 0.5_4;19.0;0.044106245040893555
+Group-Separable_8;Norm-Mallows 0.5_5;19.0;0.04288625717163086
+Group-Separable_8;Norm-Mallows 0.5_6;17.0;0.04288482666015625
+Group-Separable_8;Norm-Mallows 0.5_7;18.0;0.04288506507873535
+Group-Separable_8;Norm-Mallows 0.5_8;16.0;0.04288363456726074
+Group-Separable_8;Norm-Mallows 0.5_9;19.0;0.04288625717163086
+Group-Separable_8;Urn culture_id (gamma)_0;18.0;0.04288458824157715
+Group-Separable_8;Urn culture_id (gamma)_1;19.0;0.04288530349731445
+Group-Separable_8;Urn culture_id (gamma)_2;18.0;0.0438840389251709
+Group-Separable_8;Urn culture_id (gamma)_3;16.0;0.04288458824157715
+Group-Separable_8;Urn culture_id (gamma)_4;17.0;0.04288506507873535
+Group-Separable_8;Urn culture_id (gamma)_5;18.0;0.042885541915893555
+Group-Separable_8;Urn culture_id (gamma)_6;20.0;0.04288530349731445
+Group-Separable_8;Urn culture_id (gamma)_7;19.0;0.04288530349731445
+Group-Separable_8;Urn culture_id (gamma)_8;16.0;0.0428919792175293
+Group-Separable_8;Urn culture_id (gamma)_9;19.0;0.04287981986999512
+Group-Separable_8;ID;24.0;0.04288530349731445
+Group-Separable_8;UN_0;20.0;0.04298543930053711
+Group-Separable_8;UN_1;19.0;0.04288506507873535
+Group-Separable_8;UN_2;20.0;0.04296374320983887
+Group-Separable_8;UN_3;21.0;0.042886972427368164
+Group-Separable_8;AN;12.0;0.042885541915893555
+Group-Separable_9;Single-Crossing_0;13.0;0.0418853759765625
+Group-Separable_9;Single-Crossing_1;12.0;0.04188823699951172
+Group-Separable_9;Single-Crossing_2;14.0;0.04188847541809082
+Group-Separable_9;Single-Crossing_3;10.0;0.04188966751098633
+Group-Separable_9;Single-Crossing_4;16.0;0.04188823699951172
+Group-Separable_9;Single-Crossing_5;12.0;0.04193878173828125
+Group-Separable_9;Single-Crossing_6;11.0;0.04199361801147461
+Group-Separable_9;Single-Crossing_7;9.0;0.041884660720825195
+Group-Separable_9;Single-Crossing_8;15.0;0.0408937931060791
+Group-Separable_9;Single-Crossing_9;15.0;0.0418853759765625
+Group-Separable_9;1D Interval_0;16.0;0.04188799858093262
+Group-Separable_9;1D Interval_1;16.0;0.04188799858093262
+Group-Separable_9;1D Interval_2;15.0;0.04188990592956543
+Group-Separable_9;1D Interval_3;12.0;0.04188799858093262
+Group-Separable_9;1D Interval_4;18.0;0.04188823699951172
+Group-Separable_9;1D Interval_5;17.0;0.0418856143951416
+Group-Separable_9;1D Interval_6;17.0;0.04089045524597168
+Group-Separable_9;1D Interval_7;16.0;0.04196763038635254
+Group-Separable_9;1D Interval_8;15.0;0.042127132415771484
+Group-Separable_9;1D Interval_9;17.0;0.04204583168029785
+Group-Separable_9;2D Disc_0;15.0;0.04188728332519531
+Group-Separable_9;2D Disc_1;17.0;0.042885541915893555
+Group-Separable_9;2D Disc_2;17.0;0.04188728332519531
+Group-Separable_9;2D Disc_3;16.0;0.04189038276672363
+Group-Separable_9;2D Disc_4;20.0;0.041886329650878906
+Group-Separable_9;2D Disc_5;13.0;0.04288768768310547
+Group-Separable_9;2D Disc_6;15.0;0.0418851375579834
+Group-Separable_9;2D Disc_7;16.0;0.041887760162353516
+Group-Separable_9;2D Disc_8;13.0;0.040891408920288086
+Group-Separable_9;2D Disc_9;13.0;0.041887760162353516
+Group-Separable_9;3D Cube_0;15.0;0.04188823699951172
+Group-Separable_9;3D Cube_1;14.0;0.04188966751098633
+Group-Separable_9;3D Cube_2;15.0;0.041886329650878906
+Group-Separable_9;3D Cube_3;18.0;0.041887760162353516
+Group-Separable_9;3D Cube_4;18.0;0.04188799858093262
+Group-Separable_9;3D Cube_5;16.0;0.04189038276672363
+Group-Separable_9;3D Cube_6;14.0;0.04088783264160156
+Group-Separable_9;3D Cube_7;12.0;0.04188990592956543
+Group-Separable_9;3D Cube_8;15.0;0.04188847541809082
+Group-Separable_9;3D Cube_9;10.0;0.041886091232299805
+Group-Separable_9;2D Sphere_0;13.0;0.04188823699951172
+Group-Separable_9;2D Sphere_1;15.0;0.041889190673828125
+Group-Separable_9;2D Sphere_2;16.0;0.04088926315307617
+Group-Separable_9;2D Sphere_3;16.0;0.04188799858093262
+Group-Separable_9;2D Sphere_4;14.0;0.04188990592956543
+Group-Separable_9;2D Sphere_5;8.0;0.0418858528137207
+Group-Separable_9;2D Sphere_6;17.0;0.04188799858093262
+Group-Separable_9;2D Sphere_7;13.0;0.041929006576538086
+Group-Separable_9;2D Sphere_8;14.0;0.04198455810546875
+Group-Separable_9;2D Sphere_9;14.0;0.04288458824157715
+Group-Separable_9;3D Sphere_0;19.0;0.04192209243774414
+Group-Separable_9;3D Sphere_1;17.0;0.04188656806945801
+Group-Separable_9;3D Sphere_2;14.0;0.04189276695251465
+Group-Separable_9;3D Sphere_3;15.0;0.04188108444213867
+Group-Separable_9;3D Sphere_4;14.0;0.041980743408203125
+Group-Separable_9;3D Sphere_5;11.0;0.0418856143951416
+Group-Separable_9;3D Sphere_6;10.0;0.041887760162353516
+Group-Separable_9;3D Sphere_7;13.0;0.04188847541809082
+Group-Separable_9;3D Sphere_8;13.0;0.04189038276672363
+Group-Separable_9;3D Sphere_9;18.0;0.0418856143951416
+Group-Separable_9;Urn culture_id 0.1_0;12.0;0.04188799858093262
+Group-Separable_9;Urn culture_id 0.1_1;13.0;0.041887760162353516
+Group-Separable_9;Urn culture_id 0.1_2;16.0;0.04189038276672363
+Group-Separable_9;Urn culture_id 0.1_3;12.0;0.040888309478759766
+Group-Separable_9;Urn culture_id 0.1_4;18.0;0.042046308517456055
+Group-Separable_9;Urn culture_id 0.1_5;11.0;0.04188704490661621
+Group-Separable_9;Urn culture_id 0.1_6;13.0;0.041887521743774414
+Group-Separable_9;Urn culture_id 0.1_7;15.0;0.04203057289123535
+Group-Separable_9;Urn culture_id 0.1_8;16.0;0.041887521743774414
+Group-Separable_9;Urn culture_id 0.1_9;15.0;0.04089617729187012
+Group-Separable_9;Norm-Mallows 0.5_0;14.0;0.041884422302246094
+Group-Separable_9;Norm-Mallows 0.5_1;15.0;0.0439152717590332
+Group-Separable_9;Norm-Mallows 0.5_2;14.0;0.041985273361206055
+Group-Separable_9;Norm-Mallows 0.5_3;14.0;0.04385066032409668
+Group-Separable_9;Norm-Mallows 0.5_4;13.0;0.04192066192626953
+Group-Separable_9;Norm-Mallows 0.5_5;17.0;0.041887521743774414
+Group-Separable_9;Norm-Mallows 0.5_6;15.0;0.04288530349731445
+Group-Separable_9;Norm-Mallows 0.5_7;16.0;0.04188895225524902
+Group-Separable_9;Norm-Mallows 0.5_8;16.0;0.04288935661315918
+Group-Separable_9;Norm-Mallows 0.5_9;15.0;0.04188251495361328
+Group-Separable_9;Urn culture_id (gamma)_0;14.0;0.04188990592956543
+Group-Separable_9;Urn culture_id (gamma)_1;13.0;0.041886329650878906
+Group-Separable_9;Urn culture_id (gamma)_2;10.0;0.04288792610168457
+Group-Separable_9;Urn culture_id (gamma)_3;16.0;0.041886091232299805
+Group-Separable_9;Urn culture_id (gamma)_4;11.0;0.041887760162353516
+Group-Separable_9;Urn culture_id (gamma)_5;16.0;0.04288506507873535
+Group-Separable_9;Urn culture_id (gamma)_6;14.0;0.04188823699951172
+Group-Separable_9;Urn culture_id (gamma)_7;15.0;0.04188942909240723
+Group-Separable_9;Urn culture_id (gamma)_8;14.0;0.041994571685791016
+Group-Separable_9;Urn culture_id (gamma)_9;13.0;0.042885541915893555
+Group-Separable_9;ID;24.0;0.04188871383666992
+Group-Separable_9;UN_0;16.0;0.04202628135681152
+Group-Separable_9;UN_1;15.0;0.041892051696777344
+Group-Separable_9;UN_2;16.0;0.04188418388366699
+Group-Separable_9;UN_3;17.0;0.041887521743774414
+Group-Separable_9;AN;18.0;0.04192996025085449
+Single-Crossing_0;Single-Crossing_1;13.0;0.04202103614807129
+Single-Crossing_0;Single-Crossing_2;17.0;0.04394340515136719
+Single-Crossing_0;Single-Crossing_3;15.0;0.04288125038146973
+Single-Crossing_0;Single-Crossing_4;7.0;0.041886329650878906
+Single-Crossing_0;Single-Crossing_5;11.0;0.042887210845947266
+Single-Crossing_0;Single-Crossing_6;12.0;0.042885780334472656
+Single-Crossing_0;Single-Crossing_7;6.0;0.04288172721862793
+Single-Crossing_0;Single-Crossing_8;6.0;0.04288744926452637
+Single-Crossing_0;Single-Crossing_9;12.0;0.04189133644104004
+Single-Crossing_0;1D Interval_0;13.0;0.04288029670715332
+Single-Crossing_0;1D Interval_1;13.0;0.04288530349731445
+Single-Crossing_0;1D Interval_2;18.0;0.042885780334472656
+Single-Crossing_0;1D Interval_3;13.0;0.041887760162353516
+Single-Crossing_0;1D Interval_4;13.0;0.04288530349731445
+Single-Crossing_0;1D Interval_5;14.0;0.04288625717163086
+Single-Crossing_0;1D Interval_6;12.0;0.04189181327819824
+Single-Crossing_0;1D Interval_7;11.0;0.04288053512573242
+Single-Crossing_0;1D Interval_8;14.0;0.042885541915893555
+Single-Crossing_0;1D Interval_9;14.0;0.04299211502075195
+Single-Crossing_0;2D Disc_0;10.0;0.0418848991394043
+Single-Crossing_0;2D Disc_1;16.0;0.042886972427368164
+Single-Crossing_0;2D Disc_2;10.0;0.042886972427368164
+Single-Crossing_0;2D Disc_3;15.0;0.04288482666015625
+Single-Crossing_0;2D Disc_4;13.0;0.04288458824157715
+Single-Crossing_0;2D Disc_5;16.0;0.04294753074645996
+Single-Crossing_0;2D Disc_6;18.0;0.04288792610168457
+Single-Crossing_0;2D Disc_7;15.0;0.04288458824157715
+Single-Crossing_0;2D Disc_8;14.0;0.041886329650878906
+Single-Crossing_0;2D Disc_9;16.0;0.04288768768310547
+Single-Crossing_0;3D Cube_0;14.0;0.04288983345031738
+Single-Crossing_0;3D Cube_1;15.0;0.04288005828857422
+Single-Crossing_0;3D Cube_2;12.0;0.04188847541809082
+Single-Crossing_0;3D Cube_3;15.0;0.04288530349731445
+Single-Crossing_0;3D Cube_4;17.0;0.04288506507873535
+Single-Crossing_0;3D Cube_5;17.0;0.04188871383666992
+Single-Crossing_0;3D Cube_6;9.0;0.04288506507873535
+Single-Crossing_0;3D Cube_7;9.0;0.04288482666015625
+Single-Crossing_0;3D Cube_8;14.0;0.042884111404418945
+Single-Crossing_0;3D Cube_9;13.0;0.04188942909240723
+Single-Crossing_0;2D Sphere_0;10.0;0.04288506507873535
+Single-Crossing_0;2D Sphere_1;8.0;0.042883872985839844
+Single-Crossing_0;2D Sphere_2;19.0;0.04288458824157715
+Single-Crossing_0;2D Sphere_3;11.0;0.04189038276672363
+Single-Crossing_0;2D Sphere_4;11.0;0.04288339614868164
+Single-Crossing_0;2D Sphere_5;13.0;0.04288482666015625
+Single-Crossing_0;2D Sphere_6;8.0;0.042885780334472656
+Single-Crossing_0;2D Sphere_7;14.0;0.04188823699951172
+Single-Crossing_0;2D Sphere_8;11.0;0.044103384017944336
+Single-Crossing_0;2D Sphere_9;11.0;0.04288506507873535
+Single-Crossing_0;3D Sphere_0;16.0;0.04288506507873535
+Single-Crossing_0;3D Sphere_1;16.0;0.04288339614868164
+Single-Crossing_0;3D Sphere_2;13.0;0.04288506507873535
+Single-Crossing_0;3D Sphere_3;12.0;0.042885541915893555
+Single-Crossing_0;3D Sphere_4;13.0;0.042885541915893555
+Single-Crossing_0;3D Sphere_5;10.0;0.04288601875305176
+Single-Crossing_0;3D Sphere_6;15.0;0.041887521743774414
+Single-Crossing_0;3D Sphere_7;16.0;0.042890071868896484
+Single-Crossing_0;3D Sphere_8;16.0;0.04288005828857422
+Single-Crossing_0;3D Sphere_9;13.0;0.04188942909240723
+Single-Crossing_0;Urn culture_id 0.1_0;13.0;0.04299306869506836
+Single-Crossing_0;Urn culture_id 0.1_1;16.0;0.04288125038146973
+Single-Crossing_0;Urn culture_id 0.1_2;15.0;0.04188990592956543
+Single-Crossing_0;Urn culture_id 0.1_3;15.0;0.042887210845947266
+Single-Crossing_0;Urn culture_id 0.1_4;15.0;0.04288125038146973
+Single-Crossing_0;Urn culture_id 0.1_5;16.0;0.04285430908203125
+Single-Crossing_0;Urn culture_id 0.1_6;16.0;0.04192328453063965
+Single-Crossing_0;Urn culture_id 0.1_7;14.0;0.04288148880004883
+Single-Crossing_0;Urn culture_id 0.1_8;17.0;0.04288482666015625
+Single-Crossing_0;Urn culture_id 0.1_9;14.0;0.04288530349731445
+Single-Crossing_0;Norm-Mallows 0.5_0;7.0;0.04188823699951172
+Single-Crossing_0;Norm-Mallows 0.5_1;12.0;0.04288887977600098
+Single-Crossing_0;Norm-Mallows 0.5_2;17.0;0.0439302921295166
+Single-Crossing_0;Norm-Mallows 0.5_3;13.0;0.041886329650878906
+Single-Crossing_0;Norm-Mallows 0.5_4;10.0;0.04288673400878906
+Single-Crossing_0;Norm-Mallows 0.5_5;8.0;0.04304671287536621
+Single-Crossing_0;Norm-Mallows 0.5_6;10.0;0.041887521743774414
+Single-Crossing_0;Norm-Mallows 0.5_7;15.0;0.042885780334472656
+Single-Crossing_0;Norm-Mallows 0.5_8;17.0;0.042885541915893555
+Single-Crossing_0;Norm-Mallows 0.5_9;12.0;0.04288792610168457
+Single-Crossing_0;Urn culture_id (gamma)_0;13.0;0.042882442474365234
+Single-Crossing_0;Urn culture_id (gamma)_1;14.0;0.04288530349731445
+Single-Crossing_0;Urn culture_id (gamma)_2;15.0;0.04189014434814453
+Single-Crossing_0;Urn culture_id (gamma)_3;17.0;0.04288339614868164
+Single-Crossing_0;Urn culture_id (gamma)_4;12.0;0.04288506507873535
+Single-Crossing_0;Urn culture_id (gamma)_5;17.0;0.04288530349731445
+Single-Crossing_0;Urn culture_id (gamma)_6;11.0;0.042885541915893555
+Single-Crossing_0;Urn culture_id (gamma)_7;16.0;0.04188799858093262
+Single-Crossing_0;Urn culture_id (gamma)_8;13.0;0.04288530349731445
+Single-Crossing_0;Urn culture_id (gamma)_9;16.0;0.04288530349731445
+Single-Crossing_0;ID;17.0;0.042885780334472656
+Single-Crossing_0;UN_0;19.0;0.04188823699951172
+Single-Crossing_0;UN_1;18.0;0.04288482666015625
+Single-Crossing_0;UN_2;19.0;0.04288506507873535
+Single-Crossing_0;UN_3;18.0;0.0439763069152832
+Single-Crossing_0;AN;19.0;0.04384970664978027
+Single-Crossing_1;Single-Crossing_2;6.0;0.043915510177612305
+Single-Crossing_1;Single-Crossing_3;8.0;0.04285311698913574
+Single-Crossing_1;Single-Crossing_4;12.0;0.04292130470275879
+Single-Crossing_1;Single-Crossing_5;10.0;0.04288077354431152
+Single-Crossing_1;Single-Crossing_6;13.0;0.04288530349731445
+Single-Crossing_1;Single-Crossing_7;13.0;0.04288816452026367
+Single-Crossing_1;Single-Crossing_8;13.0;0.04288482666015625
+Single-Crossing_1;Single-Crossing_9;13.0;0.042990684509277344
+Single-Crossing_1;1D Interval_0;12.0;0.04188799858093262
+Single-Crossing_1;1D Interval_1;16.0;0.04288482666015625
+Single-Crossing_1;1D Interval_2;15.0;0.04288530349731445
+Single-Crossing_1;1D Interval_3;14.0;0.042885541915893555
+Single-Crossing_1;1D Interval_4;16.0;0.04288768768310547
+Single-Crossing_1;1D Interval_5;13.0;0.04197049140930176
+Single-Crossing_1;1D Interval_6;11.0;0.04288530349731445
+Single-Crossing_1;1D Interval_7;16.0;0.04288744926452637
+Single-Crossing_1;1D Interval_8;13.0;0.04288601875305176
+Single-Crossing_1;1D Interval_9;15.0;0.04303121566772461
+Single-Crossing_1;2D Disc_0;17.0;0.04289436340332031
+Single-Crossing_1;2D Disc_1;17.0;0.04287838935852051
+Single-Crossing_1;2D Disc_2;9.0;0.042885780334472656
+Single-Crossing_1;2D Disc_3;12.0;0.043044328689575195
+Single-Crossing_1;2D Disc_4;14.0;0.0418856143951416
+Single-Crossing_1;2D Disc_5;13.0;0.04396224021911621
+Single-Crossing_1;2D Disc_6;11.0;0.04288077354431152
+Single-Crossing_1;2D Disc_7;16.0;0.04288935661315918
+Single-Crossing_1;2D Disc_8;15.0;0.04288482666015625
+Single-Crossing_1;2D Disc_9;11.0;0.04289054870605469
+Single-Crossing_1;3D Cube_0;15.0;0.04188370704650879
+Single-Crossing_1;3D Cube_1;18.0;0.04288315773010254
+Single-Crossing_1;3D Cube_2;17.0;0.042887210845947266
+Single-Crossing_1;3D Cube_3;10.0;0.04288363456726074
+Single-Crossing_1;3D Cube_4;14.0;0.04288625717163086
+Single-Crossing_1;3D Cube_5;12.0;0.04288935661315918
+Single-Crossing_1;3D Cube_6;14.0;0.04188370704650879
+Single-Crossing_1;3D Cube_7;14.0;0.04288458824157715
+Single-Crossing_1;3D Cube_8;11.0;0.04288506507873535
+Single-Crossing_1;3D Cube_9;14.0;0.04288816452026367
+Single-Crossing_1;2D Sphere_0;17.0;0.04288482666015625
+Single-Crossing_1;2D Sphere_1;15.0;0.041886091232299805
+Single-Crossing_1;2D Sphere_2;14.0;0.04288887977600098
+Single-Crossing_1;2D Sphere_3;14.0;0.04288363456726074
+Single-Crossing_1;2D Sphere_4;16.0;0.04299020767211914
+Single-Crossing_1;2D Sphere_5;14.0;0.04288506507873535
+Single-Crossing_1;2D Sphere_6;15.0;0.042888641357421875
+Single-Crossing_1;2D Sphere_7;13.0;0.042883872985839844
+Single-Crossing_1;2D Sphere_8;14.0;0.042936086654663086
+Single-Crossing_1;2D Sphere_9;16.0;0.043015241622924805
+Single-Crossing_1;3D Sphere_0;15.0;0.042885780334472656
+Single-Crossing_1;3D Sphere_1;13.0;0.04288530349731445
+Single-Crossing_1;3D Sphere_2;12.0;0.04288744926452637
+Single-Crossing_1;3D Sphere_3;15.0;0.04317498207092285
+Single-Crossing_1;3D Sphere_4;10.0;0.0418856143951416
+Single-Crossing_1;3D Sphere_5;11.0;0.04288625717163086
+Single-Crossing_1;3D Sphere_6;12.0;0.04288673400878906
+Single-Crossing_1;3D Sphere_7;9.0;0.04288530349731445
+Single-Crossing_1;3D Sphere_8;15.0;0.042886972427368164
+Single-Crossing_1;3D Sphere_9;16.0;0.04288172721862793
+Single-Crossing_1;Urn culture_id 0.1_0;12.0;0.04288506507873535
+Single-Crossing_1;Urn culture_id 0.1_1;11.0;0.04189181327819824
+Single-Crossing_1;Urn culture_id 0.1_2;6.0;0.04288196563720703
+Single-Crossing_1;Urn culture_id 0.1_3;10.0;0.042885541915893555
+Single-Crossing_1;Urn culture_id 0.1_4;16.0;0.04393458366394043
+Single-Crossing_1;Urn culture_id 0.1_5;9.0;0.04288482666015625
+Single-Crossing_1;Urn culture_id 0.1_6;13.0;0.042887210845947266
+Single-Crossing_1;Urn culture_id 0.1_7;15.0;0.042883872985839844
+Single-Crossing_1;Urn culture_id 0.1_8;18.0;0.041887521743774414
+Single-Crossing_1;Urn culture_id 0.1_9;9.0;0.042885541915893555
+Single-Crossing_1;Norm-Mallows 0.5_0;12.0;0.04297351837158203
+Single-Crossing_1;Norm-Mallows 0.5_1;13.0;0.0439755916595459
+Single-Crossing_1;Norm-Mallows 0.5_2;8.0;0.04189324378967285
+Single-Crossing_1;Norm-Mallows 0.5_3;8.0;0.04294610023498535
+Single-Crossing_1;Norm-Mallows 0.5_4;13.0;0.04288482666015625
+Single-Crossing_1;Norm-Mallows 0.5_5;13.0;0.04288887977600098
+Single-Crossing_1;Norm-Mallows 0.5_6;11.0;0.042885780334472656
+Single-Crossing_1;Norm-Mallows 0.5_7;8.0;0.04288530349731445
+Single-Crossing_1;Norm-Mallows 0.5_8;12.0;0.04288125038146973
+Single-Crossing_1;Norm-Mallows 0.5_9;9.0;0.042890310287475586
+Single-Crossing_1;Urn culture_id (gamma)_0;12.0;0.04288029670715332
+Single-Crossing_1;Urn culture_id (gamma)_1;15.0;0.04288625717163086
+Single-Crossing_1;Urn culture_id (gamma)_2;12.0;0.042885780334472656
+Single-Crossing_1;Urn culture_id (gamma)_3;10.0;0.04288673400878906
+Single-Crossing_1;Urn culture_id (gamma)_4;17.0;0.04288029670715332
+Single-Crossing_1;Urn culture_id (gamma)_5;16.0;0.042891740798950195
+Single-Crossing_1;Urn culture_id (gamma)_6;16.0;0.04288148880004883
+Single-Crossing_1;Urn culture_id (gamma)_7;17.0;0.0418856143951416
+Single-Crossing_1;Urn culture_id (gamma)_8;14.0;0.043885231018066406
+Single-Crossing_1;Urn culture_id (gamma)_9;13.0;0.04288482666015625
+Single-Crossing_1;ID;18.0;0.042885541915893555
+Single-Crossing_1;UN_0;16.0;0.04285407066345215
+Single-Crossing_1;UN_1;17.0;0.04291963577270508
+Single-Crossing_1;UN_2;18.0;0.04288625717163086
+Single-Crossing_1;UN_3;17.0;0.04285025596618652
+Single-Crossing_1;AN;18.0;0.04291677474975586
+Single-Crossing_2;Single-Crossing_3;10.0;0.04195523262023926
+Single-Crossing_2;Single-Crossing_4;12.0;0.04196739196777344
+Single-Crossing_2;Single-Crossing_5;10.0;0.04288506507873535
+Single-Crossing_2;Single-Crossing_6;13.0;0.04188942909240723
+Single-Crossing_2;Single-Crossing_7;17.0;0.04196286201477051
+Single-Crossing_2;Single-Crossing_8;13.0;0.04188799858093262
+Single-Crossing_2;Single-Crossing_9;13.0;0.041887760162353516
+Single-Crossing_2;1D Interval_0;12.0;0.041890859603881836
+Single-Crossing_2;1D Interval_1;12.0;0.042882680892944336
+Single-Crossing_2;1D Interval_2;11.0;0.041890621185302734
+Single-Crossing_2;1D Interval_3;16.0;0.0418853759765625
+Single-Crossing_2;1D Interval_4;14.0;0.041887760162353516
+Single-Crossing_2;1D Interval_5;13.0;0.04188823699951172
+Single-Crossing_2;1D Interval_6;11.0;0.041887760162353516
+Single-Crossing_2;1D Interval_7;12.0;0.04188823699951172
+Single-Crossing_2;1D Interval_8;13.0;0.04196763038635254
+Single-Crossing_2;1D Interval_9;11.0;0.04287981986999512
+Single-Crossing_2;2D Disc_0;15.0;0.04188966751098633
+Single-Crossing_2;2D Disc_1;13.0;0.04288434982299805
+Single-Crossing_2;2D Disc_2;9.0;0.0418858528137207
+Single-Crossing_2;2D Disc_3;12.0;0.041887521743774414
+Single-Crossing_2;2D Disc_4;14.0;0.05093574523925781
+Single-Crossing_2;2D Disc_5;13.0;0.05186128616333008
+Single-Crossing_2;2D Disc_6;9.0;0.05086398124694824
+Single-Crossing_2;2D Disc_7;14.0;0.05186200141906738
+Single-Crossing_2;2D Disc_8;13.0;0.05186200141906738
+Single-Crossing_2;2D Disc_9;9.0;0.0498654842376709
+Single-Crossing_2;3D Cube_0;13.0;0.05037069320678711
+Single-Crossing_2;3D Cube_1;14.0;0.05017495155334473
+Single-Crossing_2;3D Cube_2;17.0;0.05110931396484375
+Single-Crossing_2;3D Cube_3;8.0;0.05019378662109375
+Single-Crossing_2;3D Cube_4;8.0;0.0501863956451416
+Single-Crossing_2;3D Cube_5;6.0;0.05009913444519043
+Single-Crossing_2;3D Cube_6;14.0;0.04927492141723633
+Single-Crossing_2;3D Cube_7;12.0;0.051095008850097656
+Single-Crossing_2;3D Cube_8;11.0;0.04925179481506348
+Single-Crossing_2;3D Cube_9;14.0;0.05025672912597656
+Single-Crossing_2;2D Sphere_0;17.0;0.04935789108276367
+Single-Crossing_2;2D Sphere_1;13.0;0.050108909606933594
+Single-Crossing_2;2D Sphere_2;8.0;0.050193071365356445
+Single-Crossing_2;2D Sphere_3;14.0;0.05034589767456055
+Single-Crossing_2;2D Sphere_4;12.0;0.04918861389160156
+Single-Crossing_2;2D Sphere_5;14.0;0.04697918891906738
+Single-Crossing_2;2D Sphere_6;15.0;0.041887521743774414
+Single-Crossing_2;2D Sphere_7;9.0;0.042954206466674805
+Single-Crossing_2;2D Sphere_8;14.0;0.04188823699951172
+Single-Crossing_2;2D Sphere_9;12.0;0.04188871383666992
+Single-Crossing_2;3D Sphere_0;13.0;0.05643582344055176
+Single-Crossing_2;3D Sphere_1;11.0;0.05239748954772949
+Single-Crossing_2;3D Sphere_2;14.0;0.0512235164642334
+Single-Crossing_2;3D Sphere_3;13.0;0.04188847541809082
+Single-Crossing_2;3D Sphere_4;10.0;0.04188942909240723
+Single-Crossing_2;3D Sphere_5;13.0;0.041886329650878906
+Single-Crossing_2;3D Sphere_6;14.0;0.04288816452026367
+Single-Crossing_2;3D Sphere_7;9.0;0.04189038276672363
+Single-Crossing_2;3D Sphere_8;13.0;0.041882991790771484
+Single-Crossing_2;3D Sphere_9;14.0;0.04189300537109375
+Single-Crossing_2;Urn culture_id 0.1_0;14.0;0.0418851375579834
+Single-Crossing_2;Urn culture_id 0.1_1;9.0;0.04288458824157715
+Single-Crossing_2;Urn culture_id 0.1_2;6.0;0.04188656806945801
+Single-Crossing_2;Urn culture_id 0.1_3;8.0;0.04188799858093262
+Single-Crossing_2;Urn culture_id 0.1_4;18.0;0.04288506507873535
+Single-Crossing_2;Urn culture_id 0.1_5;9.0;0.04188847541809082
+Single-Crossing_2;Urn culture_id 0.1_6;13.0;0.04288530349731445
+Single-Crossing_2;Urn culture_id 0.1_7;13.0;0.043000221252441406
+Single-Crossing_2;Urn culture_id 0.1_8;16.0;0.042884111404418945
+Single-Crossing_2;Urn culture_id 0.1_9;9.0;0.04288768768310547
+Single-Crossing_2;Norm-Mallows 0.5_0;16.0;0.041886091232299805
+Single-Crossing_2;Norm-Mallows 0.5_1;13.0;0.04202079772949219
+Single-Crossing_2;Norm-Mallows 0.5_2;10.0;0.04288983345031738
+Single-Crossing_2;Norm-Mallows 0.5_3;10.0;0.04188346862792969
+Single-Crossing_2;Norm-Mallows 0.5_4;15.0;0.04288887977600098
+Single-Crossing_2;Norm-Mallows 0.5_5;15.0;0.04188799858093262
+Single-Crossing_2;Norm-Mallows 0.5_6;15.0;0.04288172721862793
+Single-Crossing_2;Norm-Mallows 0.5_7;8.0;0.041887760162353516
+Single-Crossing_2;Norm-Mallows 0.5_8;8.0;0.04288792610168457
+Single-Crossing_2;Norm-Mallows 0.5_9;11.0;0.04189038276672363
+Single-Crossing_2;Urn culture_id (gamma)_0;12.0;0.041883230209350586
+Single-Crossing_2;Urn culture_id (gamma)_1;15.0;0.04188799858093262
+Single-Crossing_2;Urn culture_id (gamma)_2;14.0;0.04189181327819824
+Single-Crossing_2;Urn culture_id (gamma)_3;8.0;0.04288673400878906
+Single-Crossing_2;Urn culture_id (gamma)_4;15.0;0.0418858528137207
+Single-Crossing_2;Urn culture_id (gamma)_5;16.0;0.0418851375579834
+Single-Crossing_2;Urn culture_id (gamma)_6;16.0;0.04188799858093262
+Single-Crossing_2;Urn culture_id (gamma)_7;17.0;0.04288506507873535
+Single-Crossing_2;Urn culture_id (gamma)_8;14.0;0.04188847541809082
+Single-Crossing_2;Urn culture_id (gamma)_9;13.0;0.04189300537109375
+Single-Crossing_2;ID;22.0;0.04188251495361328
+Single-Crossing_2;UN_0;16.0;0.042938947677612305
+Single-Crossing_2;UN_1;17.0;0.04199528694152832
+Single-Crossing_2;UN_2;16.0;0.041892051696777344
+Single-Crossing_2;UN_3;17.0;0.041886091232299805
+Single-Crossing_2;AN;14.0;0.042077064514160156
+Single-Crossing_3;Single-Crossing_4;14.0;0.04288887977600098
+Single-Crossing_3;Single-Crossing_5;16.0;0.04185295104980469
+Single-Crossing_3;Single-Crossing_6;13.0;0.04296445846557617
+Single-Crossing_3;Single-Crossing_7;9.0;0.04188871383666992
+Single-Crossing_3;Single-Crossing_8;11.0;0.04288458824157715
+Single-Crossing_3;Single-Crossing_9;15.0;0.042885541915893555
+Single-Crossing_3;1D Interval_0;16.0;0.04188847541809082
+Single-Crossing_3;1D Interval_1;14.0;0.04288482666015625
+Single-Crossing_3;1D Interval_2;15.0;0.0418856143951416
+Single-Crossing_3;1D Interval_3;16.0;0.041887760162353516
+Single-Crossing_3;1D Interval_4;18.0;0.04188656806945801
+Single-Crossing_3;1D Interval_5;15.0;0.041887521743774414
+Single-Crossing_3;1D Interval_6;15.0;0.04288482666015625
+Single-Crossing_3;1D Interval_7;16.0;0.04188847541809082
+Single-Crossing_3;1D Interval_8;17.0;0.04189014434814453
+Single-Crossing_3;1D Interval_9;15.0;0.04288458824157715
+Single-Crossing_3;2D Disc_0;15.0;0.04189419746398926
+Single-Crossing_3;2D Disc_1;15.0;0.04299664497375488
+Single-Crossing_3;2D Disc_2;15.0;0.041924238204956055
+Single-Crossing_3;2D Disc_3;14.0;0.04288196563720703
+Single-Crossing_3;2D Disc_4;20.0;0.04288482666015625
+Single-Crossing_3;2D Disc_5;11.0;0.042885541915893555
+Single-Crossing_3;2D Disc_6;15.0;0.04288816452026367
+Single-Crossing_3;2D Disc_7;12.0;0.041922569274902344
+Single-Crossing_3;2D Disc_8;11.0;0.042885541915893555
+Single-Crossing_3;2D Disc_9;13.0;0.04288530349731445
+Single-Crossing_3;3D Cube_0;13.0;0.04188799858093262
+Single-Crossing_3;3D Cube_1;16.0;0.04288506507873535
+Single-Crossing_3;3D Cube_2;19.0;0.04188799858093262
+Single-Crossing_3;3D Cube_3;18.0;0.042885541915893555
+Single-Crossing_3;3D Cube_4;14.0;0.041887760162353516
+Single-Crossing_3;3D Cube_5;14.0;0.041892051696777344
+Single-Crossing_3;3D Cube_6;14.0;0.04288125038146973
+Single-Crossing_3;3D Cube_7;8.0;0.04189133644104004
+Single-Crossing_3;3D Cube_8;15.0;0.0418848991394043
+Single-Crossing_3;3D Cube_9;8.0;0.04288601875305176
+Single-Crossing_3;2D Sphere_0;17.0;0.04188728332519531
+Single-Crossing_3;2D Sphere_1;17.0;0.04288482666015625
+Single-Crossing_3;2D Sphere_2;12.0;0.04188942909240723
+Single-Crossing_3;2D Sphere_3;18.0;0.04188680648803711
+Single-Crossing_3;2D Sphere_4;14.0;0.042885780334472656
+Single-Crossing_3;2D Sphere_5;16.0;0.044965505599975586
+Single-Crossing_3;2D Sphere_6;15.0;0.0439145565032959
+Single-Crossing_3;2D Sphere_7;13.0;0.042885780334472656
+Single-Crossing_3;2D Sphere_8;14.0;0.04188871383666992
+Single-Crossing_3;2D Sphere_9;14.0;0.042883872985839844
+Single-Crossing_3;3D Sphere_0;19.0;0.042853593826293945
+Single-Crossing_3;3D Sphere_1;15.0;0.04291701316833496
+Single-Crossing_3;3D Sphere_2;14.0;0.04189562797546387
+Single-Crossing_3;3D Sphere_3;15.0;0.04188036918640137
+Single-Crossing_3;3D Sphere_4;10.0;0.04288506507873535
+Single-Crossing_3;3D Sphere_5;11.0;0.04189133644104004
+Single-Crossing_3;3D Sphere_6;10.0;0.042886972427368164
+Single-Crossing_3;3D Sphere_7;13.0;0.041883230209350586
+Single-Crossing_3;3D Sphere_8;11.0;0.042882680892944336
+Single-Crossing_3;3D Sphere_9;18.0;0.04189133644104004
+Single-Crossing_3;Urn culture_id 0.1_0;14.0;0.04199814796447754
+Single-Crossing_3;Urn culture_id 0.1_1;15.0;0.04292011260986328
+Single-Crossing_3;Urn culture_id 0.1_2;12.0;0.0418851375579834
+Single-Crossing_3;Urn culture_id 0.1_3;16.0;0.042885541915893555
+Single-Crossing_3;Urn culture_id 0.1_4;20.0;0.04188823699951172
+Single-Crossing_3;Urn culture_id 0.1_5;7.0;0.042885541915893555
+Single-Crossing_3;Urn culture_id 0.1_6;13.0;0.04188728332519531
+Single-Crossing_3;Urn culture_id 0.1_7;17.0;0.04288530349731445
+Single-Crossing_3;Urn culture_id 0.1_8;12.0;0.042885780334472656
+Single-Crossing_3;Urn culture_id 0.1_9;13.0;0.04288506507873535
+Single-Crossing_3;Norm-Mallows 0.5_0;16.0;0.04296612739562988
+Single-Crossing_3;Norm-Mallows 0.5_1;13.0;0.04288792610168457
+Single-Crossing_3;Norm-Mallows 0.5_2;12.0;0.04285073280334473
+Single-Crossing_3;Norm-Mallows 0.5_3;12.0;0.04291725158691406
+Single-Crossing_3;Norm-Mallows 0.5_4;13.0;0.041936397552490234
+Single-Crossing_3;Norm-Mallows 0.5_5;15.0;0.04288506507873535
+Single-Crossing_3;Norm-Mallows 0.5_6;17.0;0.04288339614868164
+Single-Crossing_3;Norm-Mallows 0.5_7;12.0;0.04189014434814453
+Single-Crossing_3;Norm-Mallows 0.5_8;14.0;0.04288482666015625
+Single-Crossing_3;Norm-Mallows 0.5_9;15.0;0.042883872985839844
+Single-Crossing_3;Urn culture_id (gamma)_0;14.0;0.04188990592956543
+Single-Crossing_3;Urn culture_id (gamma)_1;11.0;0.04288506507873535
+Single-Crossing_3;Urn culture_id (gamma)_2;10.0;0.042883872985839844
+Single-Crossing_3;Urn culture_id (gamma)_3;12.0;0.04188990592956543
+Single-Crossing_3;Urn culture_id (gamma)_4;11.0;0.04288506507873535
+Single-Crossing_3;Urn culture_id (gamma)_5;14.0;0.04188799858093262
+Single-Crossing_3;Urn culture_id (gamma)_6;14.0;0.042885541915893555
+Single-Crossing_3;Urn culture_id (gamma)_7;13.0;0.0418856143951416
+Single-Crossing_3;Urn culture_id (gamma)_8;16.0;0.0428919792175293
+Single-Crossing_3;Urn culture_id (gamma)_9;11.0;0.041881561279296875
+Single-Crossing_3;ID;24.0;0.04188799858093262
+Single-Crossing_3;UN_0;14.0;0.04288506507873535
+Single-Crossing_3;UN_1;13.0;0.04188895225524902
+Single-Crossing_3;UN_2;14.0;0.04288506507873535
+Single-Crossing_3;UN_3;15.0;0.04288506507873535
+Single-Crossing_3;AN;12.0;0.04189133644104004
+Single-Crossing_4;Single-Crossing_5;12.0;0.04288196563720703
+Single-Crossing_4;Single-Crossing_6;11.0;0.042885541915893555
+Single-Crossing_4;Single-Crossing_7;9.0;0.042922258377075195
+Single-Crossing_4;Single-Crossing_8;9.0;0.0430145263671875
+Single-Crossing_4;Single-Crossing_9;11.0;0.042974233627319336
+Single-Crossing_4;1D Interval_0;10.0;0.04291701316833496
+Single-Crossing_4;1D Interval_1;16.0;0.04288792610168457
+Single-Crossing_4;1D Interval_2;15.0;0.04288530349731445
+Single-Crossing_4;1D Interval_3;12.0;0.04288530349731445
+Single-Crossing_4;1D Interval_4;18.0;0.042882680892944336
+Single-Crossing_4;1D Interval_5;9.0;0.042885541915893555
+Single-Crossing_4;1D Interval_6;11.0;0.04288530349731445
+Single-Crossing_4;1D Interval_7;16.0;0.042885780334472656
+Single-Crossing_4;1D Interval_8;15.0;0.04288482666015625
+Single-Crossing_4;1D Interval_9;13.0;0.04288840293884277
+Single-Crossing_4;2D Disc_0;15.0;0.04295706748962402
+Single-Crossing_4;2D Disc_1;13.0;0.04288768768310547
+Single-Crossing_4;2D Disc_2;3.0;0.04288506507873535
+Single-Crossing_4;2D Disc_3;12.0;0.042885780334472656
+Single-Crossing_4;2D Disc_4;12.0;0.042882680892944336
+Single-Crossing_4;2D Disc_5;11.0;0.04288625717163086
+Single-Crossing_4;2D Disc_6;13.0;0.04394841194152832
+Single-Crossing_4;2D Disc_7;12.0;0.04288601875305176
+Single-Crossing_4;2D Disc_8;11.0;0.042884111404418945
+Single-Crossing_4;2D Disc_9;15.0;0.0428919792175293
+Single-Crossing_4;3D Cube_0;9.0;0.042970895767211914
+Single-Crossing_4;3D Cube_1;12.0;0.04294872283935547
+Single-Crossing_4;3D Cube_2;15.0;0.04288530349731445
+Single-Crossing_4;3D Cube_3;10.0;0.04288768768310547
+Single-Crossing_4;3D Cube_4;12.0;0.042882680892944336
+Single-Crossing_4;3D Cube_5;12.0;0.04288530349731445
+Single-Crossing_4;3D Cube_6;10.0;0.042885541915893555
+Single-Crossing_4;3D Cube_7;12.0;0.04288530349731445
+Single-Crossing_4;3D Cube_8;13.0;0.042891740798950195
+Single-Crossing_4;3D Cube_9;12.0;0.04287862777709961
+Single-Crossing_4;2D Sphere_0;13.0;0.04288530349731445
+Single-Crossing_4;2D Sphere_1;9.0;0.04288816452026367
+Single-Crossing_4;2D Sphere_2;14.0;0.04288768768310547
+Single-Crossing_4;2D Sphere_3;14.0;0.04288077354431152
+Single-Crossing_4;2D Sphere_4;10.0;0.043882131576538086
+Single-Crossing_4;2D Sphere_5;14.0;0.04288482666015625
+Single-Crossing_4;2D Sphere_6;9.0;0.042888641357421875
+Single-Crossing_4;2D Sphere_7;9.0;0.04288291931152344
+Single-Crossing_4;2D Sphere_8;8.0;0.04288482666015625
+Single-Crossing_4;2D Sphere_9;12.0;0.04399442672729492
+Single-Crossing_4;3D Sphere_0;13.0;0.04289102554321289
+Single-Crossing_4;3D Sphere_1;13.0;0.042879581451416016
+Single-Crossing_4;3D Sphere_2;12.0;0.04288482666015625
+Single-Crossing_4;3D Sphere_3;15.0;0.042891502380371094
+Single-Crossing_4;3D Sphere_4;12.0;0.04288196563720703
+Single-Crossing_4;3D Sphere_5;13.0;0.042883872985839844
+Single-Crossing_4;3D Sphere_6;14.0;0.04288482666015625
+Single-Crossing_4;3D Sphere_7;13.0;0.04288458824157715
+Single-Crossing_4;3D Sphere_8;15.0;0.04388260841369629
+Single-Crossing_4;3D Sphere_9;12.0;0.0438838005065918
+Single-Crossing_4;Urn culture_id 0.1_0;14.0;0.04292583465576172
+Single-Crossing_4;Urn culture_id 0.1_1;13.0;0.04340863227844238
+Single-Crossing_4;Urn culture_id 0.1_2;12.0;0.04327654838562012
+Single-Crossing_4;Urn culture_id 0.1_3;14.0;0.04298853874206543
+Single-Crossing_4;Urn culture_id 0.1_4;20.0;0.04288530349731445
+Single-Crossing_4;Urn culture_id 0.1_5;17.0;0.042888641357421875
+Single-Crossing_4;Urn culture_id 0.1_6;13.0;0.04288482666015625
+Single-Crossing_4;Urn culture_id 0.1_7;11.0;0.04288530349731445
+Single-Crossing_4;Urn culture_id 0.1_8;16.0;0.04288291931152344
+Single-Crossing_4;Urn culture_id 0.1_9;13.0;0.04288530349731445
+Single-Crossing_4;Norm-Mallows 0.5_0;12.0;0.042885541915893555
+Single-Crossing_4;Norm-Mallows 0.5_1;11.0;0.04493856430053711
+Single-Crossing_4;Norm-Mallows 0.5_2;14.0;0.04385209083557129
+Single-Crossing_4;Norm-Mallows 0.5_3;12.0;0.042916059494018555
+Single-Crossing_4;Norm-Mallows 0.5_4;11.0;0.04388570785522461
+Single-Crossing_4;Norm-Mallows 0.5_5;7.0;0.04288458824157715
+Single-Crossing_4;Norm-Mallows 0.5_6;11.0;0.04288506507873535
+Single-Crossing_4;Norm-Mallows 0.5_7;10.0;0.042882680892944336
+Single-Crossing_4;Norm-Mallows 0.5_8;14.0;0.04388308525085449
+Single-Crossing_4;Norm-Mallows 0.5_9;9.0;0.04288840293884277
+Single-Crossing_4;Urn culture_id (gamma)_0;12.0;0.04288506507873535
+Single-Crossing_4;Urn culture_id (gamma)_1;15.0;0.04288482666015625
+Single-Crossing_4;Urn culture_id (gamma)_2;14.0;0.04288291931152344
+Single-Crossing_4;Urn culture_id (gamma)_3;14.0;0.042885780334472656
+Single-Crossing_4;Urn culture_id (gamma)_4;13.0;0.04288506507873535
+Single-Crossing_4;Urn culture_id (gamma)_5;16.0;0.04389023780822754
+Single-Crossing_4;Urn culture_id (gamma)_6;12.0;0.04288005828857422
+Single-Crossing_4;Urn culture_id (gamma)_7;15.0;0.04288339614868164
+Single-Crossing_4;Urn culture_id (gamma)_8;14.0;0.04288458824157715
+Single-Crossing_4;Urn culture_id (gamma)_9;15.0;0.042885541915893555
+Single-Crossing_4;ID;20.0;0.04288601875305176
+Single-Crossing_4;UN_0;16.0;0.04288530349731445
+Single-Crossing_4;UN_1;17.0;0.04288673400878906
+Single-Crossing_4;UN_2;16.0;0.0438840389251709
+Single-Crossing_4;UN_3;17.0;0.0429537296295166
+Single-Crossing_4;AN;16.0;0.04399538040161133
+Single-Crossing_5;Single-Crossing_6;11.0;0.04388594627380371
+Single-Crossing_5;Single-Crossing_7;11.0;0.042884111404418945
+Single-Crossing_5;Single-Crossing_8;11.0;0.04288792610168457
+Single-Crossing_5;Single-Crossing_9;9.0;0.04288077354431152
+Single-Crossing_5;1D Interval_0;8.0;0.04189038276672363
+Single-Crossing_5;1D Interval_1;16.0;0.04292559623718262
+Single-Crossing_5;1D Interval_2;13.0;0.043884992599487305
+Single-Crossing_5;1D Interval_3;12.0;0.042881011962890625
+Single-Crossing_5;1D Interval_4;16.0;0.04288434982299805
+Single-Crossing_5;1D Interval_5;13.0;0.04288816452026367
+Single-Crossing_5;1D Interval_6;9.0;0.04288482666015625
+Single-Crossing_5;1D Interval_7;16.0;0.04288482666015625
+Single-Crossing_5;1D Interval_8;15.0;0.042884111404418945
+Single-Crossing_5;1D Interval_9;13.0;0.04189491271972656
+Single-Crossing_5;2D Disc_0;13.0;0.04288005828857422
+Single-Crossing_5;2D Disc_1;15.0;0.04288339614868164
+Single-Crossing_5;2D Disc_2;13.0;0.04288506507873535
+Single-Crossing_5;2D Disc_3;10.0;0.042885541915893555
+Single-Crossing_5;2D Disc_4;14.0;0.04288506507873535
+Single-Crossing_5;2D Disc_5;15.0;0.04288506507873535
+Single-Crossing_5;2D Disc_6;13.0;0.04288816452026367
+Single-Crossing_5;2D Disc_7;12.0;0.04288530349731445
+Single-Crossing_5;2D Disc_8;17.0;0.04288482666015625
+Single-Crossing_5;2D Disc_9;13.0;0.04297494888305664
+Single-Crossing_5;3D Cube_0;13.0;0.0438838005065918
+Single-Crossing_5;3D Cube_1;16.0;0.042885780334472656
+Single-Crossing_5;3D Cube_2;9.0;0.04288482666015625
+Single-Crossing_5;3D Cube_3;12.0;0.04288363456726074
+Single-Crossing_5;3D Cube_4;14.0;0.0418856143951416
+Single-Crossing_5;3D Cube_5;12.0;0.04288959503173828
+Single-Crossing_5;3D Cube_6;8.0;0.04288315773010254
+Single-Crossing_5;3D Cube_7;12.0;0.04288506507873535
+Single-Crossing_5;3D Cube_8;11.0;0.04296112060546875
+Single-Crossing_5;3D Cube_9;16.0;0.04288649559020996
+Single-Crossing_5;2D Sphere_0;11.0;0.044144392013549805
+Single-Crossing_5;2D Sphere_1;11.0;0.04288506507873535
+Single-Crossing_5;2D Sphere_2;12.0;0.04188942909240723
+Single-Crossing_5;2D Sphere_3;6.0;0.042884111404418945
+Single-Crossing_5;2D Sphere_4;16.0;0.04288506507873535
+Single-Crossing_5;2D Sphere_5;12.0;0.042883872985839844
+Single-Crossing_5;2D Sphere_6;11.0;0.04288482666015625
+Single-Crossing_5;2D Sphere_7;15.0;0.04288530349731445
+Single-Crossing_5;2D Sphere_8;12.0;0.042885541915893555
+Single-Crossing_5;2D Sphere_9;12.0;0.04189348220825195
+Single-Crossing_5;3D Sphere_0;13.0;0.042879581451416016
+Single-Crossing_5;3D Sphere_1;15.0;0.04288506507873535
+Single-Crossing_5;3D Sphere_2;10.0;0.043944358825683594
+Single-Crossing_5;3D Sphere_3;11.0;0.04288434982299805
+Single-Crossing_5;3D Sphere_4;12.0;0.04299116134643555
+Single-Crossing_5;3D Sphere_5;9.0;0.04288458824157715
+Single-Crossing_5;3D Sphere_6;16.0;0.04388618469238281
+Single-Crossing_5;3D Sphere_7;11.0;0.042884111404418945
+Single-Crossing_5;3D Sphere_8;19.0;0.04391646385192871
+Single-Crossing_5;3D Sphere_9;10.0;0.042885541915893555
+Single-Crossing_5;Urn culture_id 0.1_0;16.0;0.04288482666015625
+Single-Crossing_5;Urn culture_id 0.1_1;13.0;0.04388618469238281
+Single-Crossing_5;Urn culture_id 0.1_2;10.0;0.04288220405578613
+Single-Crossing_5;Urn culture_id 0.1_3;10.0;0.04288673400878906
+Single-Crossing_5;Urn culture_id 0.1_4;16.0;0.04488706588745117
+Single-Crossing_5;Urn culture_id 0.1_5;11.0;0.042890071868896484
+Single-Crossing_5;Urn culture_id 0.1_6;13.0;0.044875144958496094
+Single-Crossing_5;Urn culture_id 0.1_7;13.0;0.04488229751586914
+Single-Crossing_5;Urn culture_id 0.1_8;20.0;0.04288196563720703
+Single-Crossing_5;Urn culture_id 0.1_9;9.0;0.04288506507873535
+Single-Crossing_5;Norm-Mallows 0.5_0;8.0;0.04288506507873535
+Single-Crossing_5;Norm-Mallows 0.5_1;11.0;0.04288649559020996
+Single-Crossing_5;Norm-Mallows 0.5_2;14.0;0.04686617851257324
+Single-Crossing_5;Norm-Mallows 0.5_3;12.0;0.042885780334472656
+Single-Crossing_5;Norm-Mallows 0.5_4;11.0;0.04288506507873535
+Single-Crossing_5;Norm-Mallows 0.5_5;7.0;0.04300427436828613
+Single-Crossing_5;Norm-Mallows 0.5_6;9.0;0.04288458824157715
+Single-Crossing_5;Norm-Mallows 0.5_7;14.0;0.04388308525085449
+Single-Crossing_5;Norm-Mallows 0.5_8;12.0;0.04288458824157715
+Single-Crossing_5;Norm-Mallows 0.5_9;11.0;0.042885780334472656
+Single-Crossing_5;Urn culture_id (gamma)_0;8.0;0.04288506507873535
+Single-Crossing_5;Urn culture_id (gamma)_1;15.0;0.04391813278198242
+Single-Crossing_5;Urn culture_id (gamma)_2;14.0;0.04291701316833496
+Single-Crossing_5;Urn culture_id (gamma)_3;12.0;0.04388284683227539
+Single-Crossing_5;Urn culture_id (gamma)_4;13.0;0.0428922176361084
+Single-Crossing_5;Urn culture_id (gamma)_5;18.0;0.0428776741027832
+Single-Crossing_5;Urn culture_id (gamma)_6;10.0;0.042885541915893555
+Single-Crossing_5;Urn culture_id (gamma)_7;19.0;0.04288530349731445
+Single-Crossing_5;Urn culture_id (gamma)_8;12.0;0.042885541915893555
+Single-Crossing_5;Urn culture_id (gamma)_9;17.0;0.042885541915893555
+Single-Crossing_5;ID;16.0;0.04288768768310547
+Single-Crossing_5;UN_0;20.0;0.04288291931152344
+Single-Crossing_5;UN_1;19.0;0.04282402992248535
+Single-Crossing_5;UN_2;20.0;0.04288196563720703
+Single-Crossing_5;UN_3;19.0;0.045877933502197266
+Single-Crossing_5;AN;20.0;0.0428919792175293
+Single-Crossing_6;Single-Crossing_7;10.0;0.0438847541809082
+Single-Crossing_6;Single-Crossing_8;14.0;0.049980878829956055
+Single-Crossing_6;Single-Crossing_9;4.0;0.05485391616821289
+Single-Crossing_6;1D Interval_0;15.0;0.05186057090759277
+Single-Crossing_6;1D Interval_1;15.0;0.05285906791687012
+Single-Crossing_6;1D Interval_2;16.0;0.05385589599609375
+Single-Crossing_6;1D Interval_3;9.0;0.051941871643066406
+Single-Crossing_6;1D Interval_4;11.0;0.05307745933532715
+Single-Crossing_6;1D Interval_5;16.0;0.051372528076171875
+Single-Crossing_6;1D Interval_6;12.0;0.05308890342712402
+Single-Crossing_6;1D Interval_7;13.0;0.052094459533691406
+Single-Crossing_6;1D Interval_8;10.0;0.05227923393249512
+Single-Crossing_6;1D Interval_9;14.0;0.05242419242858887
+Single-Crossing_6;2D Disc_0;14.0;0.05202317237854004
+Single-Crossing_6;2D Disc_1;18.0;0.052276611328125
+Single-Crossing_6;2D Disc_2;10.0;0.05223536491394043
+Single-Crossing_6;2D Disc_3;9.0;0.05221128463745117
+Single-Crossing_6;2D Disc_4;13.0;0.053183794021606445
+Single-Crossing_6;2D Disc_5;10.0;0.05217742919921875
+Single-Crossing_6;2D Disc_6;14.0;0.05217337608337402
+Single-Crossing_6;2D Disc_7;13.0;0.04591941833496094
+Single-Crossing_6;2D Disc_8;16.0;0.044869422912597656
+Single-Crossing_6;2D Disc_9;12.0;0.04388260841369629
+Single-Crossing_6;3D Cube_0;14.0;0.04288506507873535
+Single-Crossing_6;3D Cube_1;17.0;0.04388546943664551
+Single-Crossing_6;3D Cube_2;16.0;0.04387998580932617
+Single-Crossing_6;3D Cube_3;13.0;0.04288625717163086
+Single-Crossing_6;3D Cube_4;15.0;0.04388713836669922
+Single-Crossing_6;3D Cube_5;15.0;0.04390859603881836
+Single-Crossing_6;3D Cube_6;13.0;0.04288458824157715
+Single-Crossing_6;3D Cube_7;15.0;0.04388546943664551
+Single-Crossing_6;3D Cube_8;14.0;0.04288458824157715
+Single-Crossing_6;3D Cube_9;11.0;0.043974876403808594
+Single-Crossing_6;2D Sphere_0;16.0;0.04396820068359375
+Single-Crossing_6;2D Sphere_1;14.0;0.042888641357421875
+Single-Crossing_6;2D Sphere_2;17.0;0.043871402740478516
+Single-Crossing_6;2D Sphere_3;13.0;0.042893171310424805
+Single-Crossing_6;2D Sphere_4;13.0;0.043883323669433594
+Single-Crossing_6;2D Sphere_5;9.0;0.043883562088012695
+Single-Crossing_6;2D Sphere_6;12.0;0.042883872985839844
+Single-Crossing_6;2D Sphere_7;14.0;0.04388236999511719
+Single-Crossing_6;2D Sphere_8;13.0;0.04288649559020996
+Single-Crossing_6;2D Sphere_9;7.0;0.04388236999511719
+Single-Crossing_6;3D Sphere_0;12.0;0.04393792152404785
+Single-Crossing_6;3D Sphere_1;14.0;0.043879032135009766
+Single-Crossing_6;3D Sphere_2;13.0;0.04388070106506348
+Single-Crossing_6;3D Sphere_3;14.0;0.043880462646484375
+Single-Crossing_6;3D Sphere_4;11.0;0.04388546943664551
+Single-Crossing_6;3D Sphere_5;10.0;0.04388022422790527
+Single-Crossing_6;3D Sphere_6;17.0;0.043885231018066406
+Single-Crossing_6;3D Sphere_7;16.0;0.04384899139404297
+Single-Crossing_6;3D Sphere_8;14.0;0.04427742958068848
+Single-Crossing_6;3D Sphere_9;15.0;0.043883323669433594
+Single-Crossing_6;Urn culture_id 0.1_0;13.0;0.043880462646484375
+Single-Crossing_6;Urn culture_id 0.1_1;14.0;0.043884992599487305
+Single-Crossing_6;Urn culture_id 0.1_2;13.0;0.04403233528137207
+Single-Crossing_6;Urn culture_id 0.1_3;13.0;0.04387831687927246
+Single-Crossing_6;Urn culture_id 0.1_4;13.0;0.04288530349731445
+Single-Crossing_6;Urn culture_id 0.1_5;12.0;0.04488015174865723
+Single-Crossing_6;Urn culture_id 0.1_6;16.0;0.04388546943664551
+Single-Crossing_6;Urn culture_id 0.1_7;14.0;0.04302787780761719
+Single-Crossing_6;Urn culture_id 0.1_8;19.0;0.04615044593811035
+Single-Crossing_6;Urn culture_id 0.1_9;10.0;0.04421043395996094
+Single-Crossing_6;Norm-Mallows 0.5_0;9.0;0.043878793716430664
+Single-Crossing_6;Norm-Mallows 0.5_1;8.0;0.043886423110961914
+Single-Crossing_6;Norm-Mallows 0.5_2;11.0;0.043883562088012695
+Single-Crossing_6;Norm-Mallows 0.5_3;7.0;0.04288148880004883
+Single-Crossing_6;Norm-Mallows 0.5_4;8.0;0.04487943649291992
+Single-Crossing_6;Norm-Mallows 0.5_5;10.0;0.04304003715515137
+Single-Crossing_6;Norm-Mallows 0.5_6;10.0;0.043886661529541016
+Single-Crossing_6;Norm-Mallows 0.5_7;11.0;0.04288363456726074
+Single-Crossing_6;Norm-Mallows 0.5_8;11.0;0.04388093948364258
+Single-Crossing_6;Norm-Mallows 0.5_9;12.0;0.0438845157623291
+Single-Crossing_6;Urn culture_id (gamma)_0;13.0;0.043047428131103516
+Single-Crossing_6;Urn culture_id (gamma)_1;16.0;0.04384899139404297
+Single-Crossing_6;Urn culture_id (gamma)_2;15.0;0.04295229911804199
+Single-Crossing_6;Urn culture_id (gamma)_3;13.0;0.04388570785522461
+Single-Crossing_6;Urn culture_id (gamma)_4;16.0;0.04288506507873535
+Single-Crossing_6;Urn culture_id (gamma)_5;17.0;0.04387974739074707
+Single-Crossing_6;Urn culture_id (gamma)_6;13.0;0.04388570785522461
+Single-Crossing_6;Urn culture_id (gamma)_7;20.0;0.042885541915893555
+Single-Crossing_6;Urn culture_id (gamma)_8;15.0;0.044031620025634766
+Single-Crossing_6;Urn culture_id (gamma)_9;16.0;0.04288196563720703
+Single-Crossing_6;ID;15.0;0.04388308525085449
+Single-Crossing_6;UN_0;19.0;0.043949127197265625
+Single-Crossing_6;UN_1;20.0;0.042887210845947266
+Single-Crossing_6;UN_2;21.0;0.04388022422790527
+Single-Crossing_6;UN_3;20.0;0.04288530349731445
+Single-Crossing_6;AN;21.0;0.0438845157623291
+Single-Crossing_7;Single-Crossing_8;10.0;0.04288482666015625
+Single-Crossing_7;Single-Crossing_9;12.0;0.04495954513549805
+Single-Crossing_7;1D Interval_0;11.0;0.042882442474365234
+Single-Crossing_7;1D Interval_1;17.0;0.04388284683227539
+Single-Crossing_7;1D Interval_2;16.0;0.042882680892944336
+Single-Crossing_7;1D Interval_3;11.0;0.04288506507873535
+Single-Crossing_7;1D Interval_4;15.0;0.043883562088012695
+Single-Crossing_7;1D Interval_5;14.0;0.04288506507873535
+Single-Crossing_7;1D Interval_6;16.0;0.04288482666015625
+Single-Crossing_7;1D Interval_7;15.0;0.04391956329345703
+Single-Crossing_7;1D Interval_8;16.0;0.042887210845947266
+Single-Crossing_7;1D Interval_9;18.0;0.04288506507873535
+Single-Crossing_7;2D Disc_0;12.0;0.04387474060058594
+Single-Crossing_7;2D Disc_1;16.0;0.042897939682006836
+Single-Crossing_7;2D Disc_2;12.0;0.043877601623535156
+Single-Crossing_7;2D Disc_3;13.0;0.04288363456726074
+Single-Crossing_7;2D Disc_4;17.0;0.04288601875305176
+Single-Crossing_7;2D Disc_5;10.0;0.0438845157623291
+Single-Crossing_7;2D Disc_6;16.0;0.04288458824157715
+Single-Crossing_7;2D Disc_7;13.0;0.04388308525085449
+Single-Crossing_7;2D Disc_8;14.0;0.04288315773010254
+Single-Crossing_7;2D Disc_9;18.0;0.0438845157623291
+Single-Crossing_7;3D Cube_0;12.0;0.04490184783935547
+Single-Crossing_7;3D Cube_1;15.0;0.042917490005493164
+Single-Crossing_7;3D Cube_2;12.0;0.043892621994018555
+Single-Crossing_7;3D Cube_3;15.0;0.04387331008911133
+Single-Crossing_7;3D Cube_4;17.0;0.04288506507873535
+Single-Crossing_7;3D Cube_5;17.0;0.043886661529541016
+Single-Crossing_7;3D Cube_6;7.0;0.04387855529785156
+Single-Crossing_7;3D Cube_7;11.0;0.04288506507873535
+Single-Crossing_7;3D Cube_8;12.0;0.043883323669433594
+Single-Crossing_7;3D Cube_9;13.0;0.04288482666015625
+Single-Crossing_7;2D Sphere_0;12.0;0.04398322105407715
+Single-Crossing_7;2D Sphere_1;12.0;0.04388236999511719
+Single-Crossing_7;2D Sphere_2;15.0;0.04288530349731445
+Single-Crossing_7;2D Sphere_3;11.0;0.04388904571533203
+Single-Crossing_7;2D Sphere_4;11.0;0.04387617111206055
+Single-Crossing_7;2D Sphere_5;13.0;0.04288673400878906
+Single-Crossing_7;2D Sphere_6;8.0;0.043882131576538086
+Single-Crossing_7;2D Sphere_7;12.0;0.042922258377075195
+Single-Crossing_7;2D Sphere_8;11.0;0.043884992599487305
+Single-Crossing_7;2D Sphere_9;11.0;0.04288315773010254
+Single-Crossing_7;3D Sphere_0;14.0;0.04288530349731445
+Single-Crossing_7;3D Sphere_1;14.0;0.044031620025634766
+Single-Crossing_7;3D Sphere_2;11.0;0.042887210845947266
+Single-Crossing_7;3D Sphere_3;12.0;0.04288291931152344
+Single-Crossing_7;3D Sphere_4;11.0;0.043884992599487305
+Single-Crossing_7;3D Sphere_5;6.0;0.04399847984313965
+Single-Crossing_7;3D Sphere_6;17.0;0.043877363204956055
+Single-Crossing_7;3D Sphere_7;16.0;0.042894840240478516
+Single-Crossing_7;3D Sphere_8;14.0;0.04288005828857422
+Single-Crossing_7;3D Sphere_9;13.0;0.04387855529785156
+Single-Crossing_7;Urn culture_id 0.1_0;13.0;0.04388570785522461
+Single-Crossing_7;Urn culture_id 0.1_1;14.0;0.04288625717163086
+Single-Crossing_7;Urn culture_id 0.1_2;17.0;0.04288744926452637
+Single-Crossing_7;Urn culture_id 0.1_3;15.0;0.0439143180847168
+Single-Crossing_7;Urn culture_id 0.1_4;15.0;0.04298591613769531
+Single-Crossing_7;Urn culture_id 0.1_5;12.0;0.04388022422790527
+Single-Crossing_7;Urn culture_id 0.1_6;12.0;0.04288506507873535
+Single-Crossing_7;Urn culture_id 0.1_7;16.0;0.04288673400878906
+Single-Crossing_7;Urn culture_id 0.1_8;17.0;0.0438838005065918
+Single-Crossing_7;Urn culture_id 0.1_9;12.0;0.04288339614868164
+Single-Crossing_7;Norm-Mallows 0.5_0;11.0;0.04388928413391113
+Single-Crossing_7;Norm-Mallows 0.5_1;10.0;0.04288077354431152
+Single-Crossing_7;Norm-Mallows 0.5_2;13.0;0.04288053512573242
+Single-Crossing_7;Norm-Mallows 0.5_3;11.0;0.043884992599487305
+Single-Crossing_7;Norm-Mallows 0.5_4;6.0;0.043884992599487305
+Single-Crossing_7;Norm-Mallows 0.5_5;8.0;0.04388070106506348
+Single-Crossing_7;Norm-Mallows 0.5_6;10.0;0.04288530349731445
+Single-Crossing_7;Norm-Mallows 0.5_7;15.0;0.0438845157623291
+Single-Crossing_7;Norm-Mallows 0.5_8;15.0;0.04793834686279297
+Single-Crossing_7;Norm-Mallows 0.5_9;12.0;0.04388284683227539
+Single-Crossing_7;Urn culture_id (gamma)_0;11.0;0.04388284683227539
+Single-Crossing_7;Urn culture_id (gamma)_1;16.0;0.043881893157958984
+Single-Crossing_7;Urn culture_id (gamma)_2;13.0;0.043938398361206055
+Single-Crossing_7;Urn culture_id (gamma)_3;15.0;0.04387998580932617
+Single-Crossing_7;Urn culture_id (gamma)_4;12.0;0.04288625717163086
+Single-Crossing_7;Urn culture_id (gamma)_5;17.0;0.04388570785522461
+Single-Crossing_7;Urn culture_id (gamma)_6;11.0;0.04387855529785156
+Single-Crossing_7;Urn culture_id (gamma)_7;16.0;0.04403328895568848
+Single-Crossing_7;Urn culture_id (gamma)_8;13.0;0.042886972427368164
+Single-Crossing_7;Urn culture_id (gamma)_9;16.0;0.04388713836669922
+Single-Crossing_7;ID;17.0;0.045014381408691406
+Single-Crossing_7;UN_0;19.0;0.043877363204956055
+Single-Crossing_7;UN_1;18.0;0.0488588809967041
+Single-Crossing_7;UN_2;19.0;0.04489254951477051
+Single-Crossing_7;UN_3;18.0;0.04288291931152344
+Single-Crossing_7;AN;19.0;0.044043540954589844
+Single-Crossing_8;Single-Crossing_9;14.0;0.04295849800109863
+Single-Crossing_8;1D Interval_0;13.0;0.043882131576538086
+Single-Crossing_8;1D Interval_1;13.0;0.04288887977600098
+Single-Crossing_8;1D Interval_2;18.0;0.04288434982299805
+Single-Crossing_8;1D Interval_3;15.0;0.04288506507873535
+Single-Crossing_8;1D Interval_4;13.0;0.04388070106506348
+Single-Crossing_8;1D Interval_5;12.0;0.04288506507873535
+Single-Crossing_8;1D Interval_6;12.0;0.04388308525085449
+Single-Crossing_8;1D Interval_7;13.0;0.04288530349731445
+Single-Crossing_8;1D Interval_8;14.0;0.04288530349731445
+Single-Crossing_8;1D Interval_9;14.0;0.04288530349731445
+Single-Crossing_8;2D Disc_0;10.0;0.04404306411743164
+Single-Crossing_8;2D Disc_1;16.0;0.04288625717163086
+Single-Crossing_8;2D Disc_2;10.0;0.042885780334472656
+Single-Crossing_8;2D Disc_3;15.0;0.04294848442077637
+Single-Crossing_8;2D Disc_4;17.0;0.043881893157958984
+Single-Crossing_8;2D Disc_5;12.0;0.042885780334472656
+Single-Crossing_8;2D Disc_6;16.0;0.04288530349731445
+Single-Crossing_8;2D Disc_7;15.0;0.04288506507873535
+Single-Crossing_8;2D Disc_8;14.0;0.04388427734375
+Single-Crossing_8;2D Disc_9;14.0;0.04288434982299805
+Single-Crossing_8;3D Cube_0;12.0;0.042885541915893555
+Single-Crossing_8;3D Cube_1;15.0;0.042885541915893555
+Single-Crossing_8;3D Cube_2;14.0;0.04487919807434082
+Single-Crossing_8;3D Cube_3;15.0;0.042885780334472656
+Single-Crossing_8;3D Cube_4;13.0;0.0438840389251709
+Single-Crossing_8;3D Cube_5;13.0;0.04288506507873535
+Single-Crossing_8;3D Cube_6;11.0;0.042883872985839844
+Single-Crossing_8;3D Cube_7;7.0;0.04397892951965332
+Single-Crossing_8;3D Cube_8;14.0;0.04388117790222168
+Single-Crossing_8;3D Cube_9;15.0;0.04303693771362305
+Single-Crossing_8;2D Sphere_0;14.0;0.042882442474365234
+Single-Crossing_8;2D Sphere_1;10.0;0.04288530349731445
+Single-Crossing_8;2D Sphere_2;15.0;0.04288506507873535
+Single-Crossing_8;2D Sphere_3;13.0;0.0438847541809082
+Single-Crossing_8;2D Sphere_4;11.0;0.04288649559020996
+Single-Crossing_8;2D Sphere_5;15.0;0.042887210845947266
+Single-Crossing_8;2D Sphere_6;10.0;0.0439448356628418
+Single-Crossing_8;2D Sphere_7;12.0;0.04288744926452637
+Single-Crossing_8;2D Sphere_8;11.0;0.043882131576538086
+Single-Crossing_8;2D Sphere_9;15.0;0.04288434982299805
+Single-Crossing_8;3D Sphere_0;18.0;0.04288625717163086
+Single-Crossing_8;3D Sphere_1;16.0;0.04388070106506348
+Single-Crossing_8;3D Sphere_2;15.0;0.04288458824157715
+Single-Crossing_8;3D Sphere_3;10.0;0.04288816452026367
+Single-Crossing_8;3D Sphere_4;15.0;0.042884111404418945
+Single-Crossing_8;3D Sphere_5;12.0;0.04388093948364258
+Single-Crossing_8;3D Sphere_6;15.0;0.04288649559020996
+Single-Crossing_8;3D Sphere_7;16.0;0.04388284683227539
+Single-Crossing_8;3D Sphere_8;14.0;0.04493284225463867
+Single-Crossing_8;3D Sphere_9;13.0;0.04288530349731445
+Single-Crossing_8;Urn culture_id 0.1_0;13.0;0.04488110542297363
+Single-Crossing_8;Urn culture_id 0.1_1;14.0;0.042884111404418945
+Single-Crossing_8;Urn culture_id 0.1_2;15.0;0.04288601875305176
+Single-Crossing_8;Urn culture_id 0.1_3;15.0;0.04388308525085449
+Single-Crossing_8;Urn culture_id 0.1_4;17.0;0.04288458824157715
+Single-Crossing_8;Urn culture_id 0.1_5;12.0;0.042885780334472656
+Single-Crossing_8;Urn culture_id 0.1_6;16.0;0.043881893157958984
+Single-Crossing_8;Urn culture_id 0.1_7;14.0;0.04288768768310547
+Single-Crossing_8;Urn culture_id 0.1_8;15.0;0.042883872985839844
+Single-Crossing_8;Urn culture_id 0.1_9;14.0;0.04388165473937988
+Single-Crossing_8;Norm-Mallows 0.5_0;9.0;0.04294991493225098
+Single-Crossing_8;Norm-Mallows 0.5_1;16.0;0.042885541915893555
+Single-Crossing_8;Norm-Mallows 0.5_2;15.0;0.04288506507873535
+Single-Crossing_8;Norm-Mallows 0.5_3;13.0;0.043884992599487305
+Single-Crossing_8;Norm-Mallows 0.5_4;14.0;0.04284977912902832
+Single-Crossing_8;Norm-Mallows 0.5_5;12.0;0.04291868209838867
+Single-Crossing_8;Norm-Mallows 0.5_6;14.0;0.04288458824157715
+Single-Crossing_8;Norm-Mallows 0.5_7;13.0;0.04388761520385742
+Single-Crossing_8;Norm-Mallows 0.5_8;13.0;0.042882680892944336
+Single-Crossing_8;Norm-Mallows 0.5_9;12.0;0.04288434982299805
+Single-Crossing_8;Urn culture_id (gamma)_0;11.0;0.04388236999511719
+Single-Crossing_8;Urn culture_id (gamma)_1;14.0;0.04288434982299805
+Single-Crossing_8;Urn culture_id (gamma)_2;13.0;0.04388308525085449
+Single-Crossing_8;Urn culture_id (gamma)_3;13.0;0.04288530349731445
+Single-Crossing_8;Urn culture_id (gamma)_4;12.0;0.04388236999511719
+Single-Crossing_8;Urn culture_id (gamma)_5;17.0;0.04288768768310547
+Single-Crossing_8;Urn culture_id (gamma)_6;11.0;0.04288363456726074
+Single-Crossing_8;Urn culture_id (gamma)_7;14.0;0.043881893157958984
+Single-Crossing_8;Urn culture_id (gamma)_8;13.0;0.04288816452026367
+Single-Crossing_8;Urn culture_id (gamma)_9;16.0;0.042882442474365234
+Single-Crossing_8;ID;19.0;0.04388260841369629
+Single-Crossing_8;UN_0;15.0;0.042885780334472656
+Single-Crossing_8;UN_1;16.0;0.04288506507873535
+Single-Crossing_8;UN_2;17.0;0.043018341064453125
+Single-Crossing_8;UN_3;18.0;0.04388260841369629
+Single-Crossing_8;AN;17.0;0.04288530349731445
+Single-Crossing_9;1D Interval_0;15.0;0.04189014434814453
+Single-Crossing_9;1D Interval_1;15.0;0.04288363456726074
+Single-Crossing_9;1D Interval_2;14.0;0.04288434982299805
+Single-Crossing_9;1D Interval_3;9.0;0.04188966751098633
+Single-Crossing_9;1D Interval_4;13.0;0.04188895225524902
+Single-Crossing_9;1D Interval_5;14.0;0.04288482666015625
+Single-Crossing_9;1D Interval_6;14.0;0.04203534126281738
+Single-Crossing_9;1D Interval_7;13.0;0.04288530349731445
+Single-Crossing_9;1D Interval_8;12.0;0.04188942909240723
+Single-Crossing_9;1D Interval_9;16.0;0.04188895225524902
+Single-Crossing_9;2D Disc_0;14.0;0.04288482666015625
+Single-Crossing_9;2D Disc_1;14.0;0.04398512840270996
+Single-Crossing_9;2D Disc_2;12.0;0.0418853759765625
+Single-Crossing_9;2D Disc_3;9.0;0.04288625717163086
+Single-Crossing_9;2D Disc_4;11.0;0.041887760162353516
+Single-Crossing_9;2D Disc_5;8.0;0.04288530349731445
+Single-Crossing_9;2D Disc_6;14.0;0.041887760162353516
+Single-Crossing_9;2D Disc_7;9.0;0.04188847541809082
+Single-Crossing_9;2D Disc_8;16.0;0.04309439659118652
+Single-Crossing_9;2D Disc_9;14.0;0.041989803314208984
+Single-Crossing_9;3D Cube_0;14.0;0.042885780334472656
+Single-Crossing_9;3D Cube_1;17.0;0.04201793670654297
+Single-Crossing_9;3D Cube_2;14.0;0.04288458824157715
+Single-Crossing_9;3D Cube_3;15.0;0.04189014434814453
+Single-Crossing_9;3D Cube_4;13.0;0.04288291931152344
+Single-Crossing_9;3D Cube_5;15.0;0.0420382022857666
+Single-Crossing_9;3D Cube_6;11.0;0.04188728332519531
+Single-Crossing_9;3D Cube_7;15.0;0.04288482666015625
+Single-Crossing_9;3D Cube_8;14.0;0.041890859603881836
+Single-Crossing_9;3D Cube_9;13.0;0.041887521743774414
+Single-Crossing_9;2D Sphere_0;12.0;0.04288530349731445
+Single-Crossing_9;2D Sphere_1;12.0;0.04189348220825195
+Single-Crossing_9;2D Sphere_2;15.0;0.04288148880004883
+Single-Crossing_9;2D Sphere_3;11.0;0.041884422302246094
+Single-Crossing_9;2D Sphere_4;13.0;0.042938947677612305
+Single-Crossing_9;2D Sphere_5;11.0;0.04288768768310547
+Single-Crossing_9;2D Sphere_6;8.0;0.04189276695251465
+Single-Crossing_9;2D Sphere_7;14.0;0.041878700256347656
+Single-Crossing_9;2D Sphere_8;15.0;0.04288530349731445
+Single-Crossing_9;2D Sphere_9;5.0;0.04188823699951172
+Single-Crossing_9;3D Sphere_0;10.0;0.04288482666015625
+Single-Crossing_9;3D Sphere_1;16.0;0.04188823699951172
+Single-Crossing_9;3D Sphere_2;13.0;0.04288530349731445
+Single-Crossing_9;3D Sphere_3;14.0;0.041889190673828125
+Single-Crossing_9;3D Sphere_4;11.0;0.04188990592956543
+Single-Crossing_9;3D Sphere_5;6.0;0.043019771575927734
+Single-Crossing_9;3D Sphere_6;19.0;0.04188871383666992
+Single-Crossing_9;3D Sphere_7;16.0;0.04189467430114746
+Single-Crossing_9;3D Sphere_8;14.0;0.042879581451416016
+Single-Crossing_9;3D Sphere_9;15.0;0.041994333267211914
+Single-Crossing_9;Urn culture_id 0.1_0;15.0;0.042995452880859375
+Single-Crossing_9;Urn culture_id 0.1_1;14.0;0.04288077354431152
+Single-Crossing_9;Urn culture_id 0.1_2;13.0;0.04289078712463379
+Single-Crossing_9;Urn culture_id 0.1_3;11.0;0.04188680648803711
+Single-Crossing_9;Urn culture_id 0.1_4;13.0;0.04288601875305176
+Single-Crossing_9;Urn culture_id 0.1_5;14.0;0.042885780334472656
+Single-Crossing_9;Urn culture_id 0.1_6;16.0;0.042882442474365234
+Single-Crossing_9;Urn culture_id 0.1_7;16.0;0.04408717155456543
+Single-Crossing_9;Urn culture_id 0.1_8;19.0;0.042885541915893555
+Single-Crossing_9;Urn culture_id 0.1_9;14.0;0.042885780334472656
+Single-Crossing_9;Norm-Mallows 0.5_0;9.0;0.041887760162353516
+Single-Crossing_9;Norm-Mallows 0.5_1;10.0;0.04288506507873535
+Single-Crossing_9;Norm-Mallows 0.5_2;13.0;0.04288625717163086
+Single-Crossing_9;Norm-Mallows 0.5_3;11.0;0.041887521743774414
+Single-Crossing_9;Norm-Mallows 0.5_4;6.0;0.042885541915893555
+Single-Crossing_9;Norm-Mallows 0.5_5;10.0;0.042891740798950195
+Single-Crossing_9;Norm-Mallows 0.5_6;12.0;0.04288148880004883
+Single-Crossing_9;Norm-Mallows 0.5_7;13.0;0.0418853759765625
+Single-Crossing_9;Norm-Mallows 0.5_8;13.0;0.04288482666015625
+Single-Crossing_9;Norm-Mallows 0.5_9;10.0;0.04294896125793457
+Single-Crossing_9;Urn culture_id (gamma)_0;11.0;0.04288482666015625
+Single-Crossing_9;Urn culture_id (gamma)_1;18.0;0.041887760162353516
+Single-Crossing_9;Urn culture_id (gamma)_2;17.0;0.04288506507873535
+Single-Crossing_9;Urn culture_id (gamma)_3;15.0;0.042885541915893555
+Single-Crossing_9;Urn culture_id (gamma)_4;16.0;0.04288458824157715
+Single-Crossing_9;Urn culture_id (gamma)_5;19.0;0.042885541915893555
+Single-Crossing_9;Urn culture_id (gamma)_6;15.0;0.04188799858093262
+Single-Crossing_9;Urn culture_id (gamma)_7;20.0;0.04288506507873535
+Single-Crossing_9;Urn culture_id (gamma)_8;15.0;0.042885541915893555
+Single-Crossing_9;Urn culture_id (gamma)_9;16.0;0.043959617614746094
+Single-Crossing_9;ID;15.0;0.042885541915893555
+Single-Crossing_9;UN_0;19.0;0.04384922981262207
+Single-Crossing_9;UN_1;20.0;0.042916059494018555
+Single-Crossing_9;UN_2;21.0;0.04188847541809082
+Single-Crossing_9;UN_3;20.0;0.042887210845947266
+Single-Crossing_9;AN;21.0;0.04288315773010254
+1D Interval_0;1D Interval_1;10.0;0.04189252853393555
+1D Interval_0;1D Interval_2;9.0;0.04288077354431152
+1D Interval_0;1D Interval_3;10.0;0.04188823699951172
+1D Interval_0;1D Interval_4;14.0;0.04288506507873535
+1D Interval_0;1D Interval_5;9.0;0.042037248611450195
+1D Interval_0;1D Interval_6;11.0;0.04288792610168457
+1D Interval_0;1D Interval_7;10.0;0.04288506507873535
+1D Interval_0;1D Interval_8;13.0;0.04201388359069824
+1D Interval_0;1D Interval_9;7.0;0.041887521743774414
+1D Interval_0;2D Disc_0;11.0;0.042885780334472656
+1D Interval_0;2D Disc_1;13.0;0.042885541915893555
+1D Interval_0;2D Disc_2;9.0;0.04188823699951172
+1D Interval_0;2D Disc_3;14.0;0.04288458824157715
+1D Interval_0;2D Disc_4;10.0;0.04188823699951172
+1D Interval_0;2D Disc_5;13.0;0.04288625717163086
+1D Interval_0;2D Disc_6;11.0;0.042884111404418945
+1D Interval_0;2D Disc_7;10.0;0.04188871383666992
+1D Interval_0;2D Disc_8;15.0;0.04288530349731445
+1D Interval_0;2D Disc_9;9.0;0.042989253997802734
+1D Interval_0;3D Cube_0;7.0;0.04288816452026367
+1D Interval_0;3D Cube_1;12.0;0.04202747344970703
+1D Interval_0;3D Cube_2;9.0;0.04288482666015625
+1D Interval_0;3D Cube_3;8.0;0.04188990592956543
+1D Interval_0;3D Cube_4;10.0;0.04288315773010254
+1D Interval_0;3D Cube_5;8.0;0.04189038276672363
+1D Interval_0;3D Cube_6;10.0;0.04288530349731445
+1D Interval_0;3D Cube_7;12.0;0.04188847541809082
+1D Interval_0;3D Cube_8;11.0;0.04288506507873535
+1D Interval_0;3D Cube_9;14.0;0.04288482666015625
+1D Interval_0;2D Sphere_0;13.0;0.04188847541809082
+1D Interval_0;2D Sphere_1;13.0;0.04288530349731445
+1D Interval_0;2D Sphere_2;8.0;0.041950225830078125
+1D Interval_0;2D Sphere_3;8.0;0.04288601875305176
+1D Interval_0;2D Sphere_4;14.0;0.04188847541809082
+1D Interval_0;2D Sphere_5;12.0;0.04288434982299805
+1D Interval_0;2D Sphere_6;11.0;0.042885780334472656
+1D Interval_0;2D Sphere_7;13.0;0.04188847541809082
+1D Interval_0;2D Sphere_8;8.0;0.04288506507873535
+1D Interval_0;2D Sphere_9;14.0;0.04188895225524902
+1D Interval_0;3D Sphere_0;11.0;0.04288506507873535
+1D Interval_0;3D Sphere_1;13.0;0.04188871383666992
+1D Interval_0;3D Sphere_2;14.0;0.04286980628967285
+1D Interval_0;3D Sphere_3;13.0;0.042949676513671875
+1D Interval_0;3D Sphere_4;10.0;0.04289054870605469
+1D Interval_0;3D Sphere_5;15.0;0.04188346862792969
+1D Interval_0;3D Sphere_6;12.0;0.04288506507873535
+1D Interval_0;3D Sphere_7;11.0;0.04288458824157715
+1D Interval_0;3D Sphere_8;17.0;0.04288530349731445
+1D Interval_0;3D Sphere_9;12.0;0.04289364814758301
+1D Interval_0;Urn culture_id 0.1_0;14.0;0.04187965393066406
+1D Interval_0;Urn culture_id 0.1_1;13.0;0.04288625717163086
+1D Interval_0;Urn culture_id 0.1_2;12.0;0.041887521743774414
+1D Interval_0;Urn culture_id 0.1_3;14.0;0.04288482666015625
+1D Interval_0;Urn culture_id 0.1_4;16.0;0.042885541915893555
+1D Interval_0;Urn culture_id 0.1_5;15.0;0.04196667671203613
+1D Interval_0;Urn culture_id 0.1_6;11.0;0.042882442474365234
+1D Interval_0;Urn culture_id 0.1_7;7.0;0.041890621185302734
+1D Interval_0;Urn culture_id 0.1_8;16.0;0.04288530349731445
+1D Interval_0;Urn culture_id 0.1_9;11.0;0.04288291931152344
+1D Interval_0;Norm-Mallows 0.5_0;14.0;0.04201674461364746
+1D Interval_0;Norm-Mallows 0.5_1;13.0;0.04288196563720703
+1D Interval_0;Norm-Mallows 0.5_2;14.0;0.04288601875305176
+1D Interval_0;Norm-Mallows 0.5_3;10.0;0.04189038276672363
+1D Interval_0;Norm-Mallows 0.5_4;11.0;0.042887210845947266
+1D Interval_0;Norm-Mallows 0.5_5;11.0;0.041886091232299805
+1D Interval_0;Norm-Mallows 0.5_6;11.0;0.04307961463928223
+1D Interval_0;Norm-Mallows 0.5_7;12.0;0.04288649559020996
+1D Interval_0;Norm-Mallows 0.5_8;12.0;0.042887210845947266
+1D Interval_0;Norm-Mallows 0.5_9;9.0;0.0418853759765625
+1D Interval_0;Urn culture_id (gamma)_0;14.0;0.042885541915893555
+1D Interval_0;Urn culture_id (gamma)_1;17.0;0.04288506507873535
+1D Interval_0;Urn culture_id (gamma)_2;12.0;0.04288840293884277
+1D Interval_0;Urn culture_id (gamma)_3;12.0;0.0418851375579834
+1D Interval_0;Urn culture_id (gamma)_4;15.0;0.04288530349731445
+1D Interval_0;Urn culture_id (gamma)_5;14.0;0.043018341064453125
+1D Interval_0;Urn culture_id (gamma)_6;14.0;0.04288482666015625
+1D Interval_0;Urn culture_id (gamma)_7;15.0;0.04188895225524902
+1D Interval_0;Urn culture_id (gamma)_8;14.0;0.04288482666015625
+1D Interval_0;Urn culture_id (gamma)_9;15.0;0.04294919967651367
+1D Interval_0;ID;20.0;0.04188823699951172
+1D Interval_0;UN_0;18.0;0.04288482666015625
+1D Interval_0;UN_1;17.0;0.04188847541809082
+1D Interval_0;UN_2;18.0;0.042853355407714844
+1D Interval_0;UN_3;19.0;0.04192495346069336
+1D Interval_0;AN;16.0;0.042883872985839844
+1D Interval_1;1D Interval_2;11.0;0.042020559310913086
+1D Interval_1;1D Interval_3;16.0;0.041895151138305664
+1D Interval_1;1D Interval_4;12.0;0.04288053512573242
+1D Interval_1;1D Interval_5;9.0;0.04188895225524902
+1D Interval_1;1D Interval_6;13.0;0.04303717613220215
+1D Interval_1;1D Interval_7;2.0;0.04188990592956543
+1D Interval_1;1D Interval_8;9.0;0.04288363456726074
+1D Interval_1;1D Interval_9;3.0;0.04188895225524902
+1D Interval_1;2D Disc_0;11.0;0.04288434982299805
+1D Interval_1;2D Disc_1;15.0;0.04188942909240723
+1D Interval_1;2D Disc_2;15.0;0.042884111404418945
+1D Interval_1;2D Disc_3;14.0;0.04188966751098633
+1D Interval_1;2D Disc_4;12.0;0.041886329650878906
+1D Interval_1;2D Disc_5;17.0;0.04288792610168457
+1D Interval_1;2D Disc_6;15.0;0.0418853759765625
+1D Interval_1;2D Disc_7;14.0;0.042885541915893555
+1D Interval_1;2D Disc_8;15.0;0.041887760162353516
+1D Interval_1;2D Disc_9;9.0;0.04295086860656738
+1D Interval_1;3D Cube_0;11.0;0.04189038276672363
+1D Interval_1;3D Cube_1;16.0;0.04288291931152344
+1D Interval_1;3D Cube_2;15.0;0.04188823699951172
+1D Interval_1;3D Cube_3;14.0;0.042886972427368164
+1D Interval_1;3D Cube_4;12.0;0.041886091232299805
+1D Interval_1;3D Cube_5;10.0;0.04288530349731445
+1D Interval_1;3D Cube_6;16.0;0.04188799858093262
+1D Interval_1;3D Cube_7;10.0;0.04288601875305176
+1D Interval_1;3D Cube_8;17.0;0.04399728775024414
+1D Interval_1;3D Cube_9;14.0;0.043877363204956055
+1D Interval_1;2D Sphere_0;15.0;0.04288506507873535
+1D Interval_1;2D Sphere_1;17.0;0.04288625717163086
+1D Interval_1;2D Sphere_2;8.0;0.04288482666015625
+1D Interval_1;2D Sphere_3;16.0;0.04188823699951172
+1D Interval_1;2D Sphere_4;14.0;0.04288458824157715
+1D Interval_1;2D Sphere_5;16.0;0.04288530349731445
+1D Interval_1;2D Sphere_6;17.0;0.042885541915893555
+1D Interval_1;2D Sphere_7;15.0;0.04288768768310547
+1D Interval_1;2D Sphere_8;10.0;0.042885780334472656
+1D Interval_1;2D Sphere_9;16.0;0.041884660720825195
+1D Interval_1;3D Sphere_0;13.0;0.042890071868896484
+1D Interval_1;3D Sphere_1;17.0;0.04288339614868164
+1D Interval_1;3D Sphere_2;14.0;0.041919708251953125
+1D Interval_1;3D Sphere_3;13.0;0.042917728424072266
+1D Interval_1;3D Sphere_4;14.0;0.042885780334472656
+1D Interval_1;3D Sphere_5;17.0;0.04297304153442383
+1D Interval_1;3D Sphere_6;14.0;0.04188418388366699
+1D Interval_1;3D Sphere_7;13.0;0.042883872985839844
+1D Interval_1;3D Sphere_8;13.0;0.04288530349731445
+1D Interval_1;3D Sphere_9;16.0;0.042885541915893555
+1D Interval_1;Urn culture_id 0.1_0;14.0;0.04288768768310547
+1D Interval_1;Urn culture_id 0.1_1;17.0;0.041886091232299805
+1D Interval_1;Urn culture_id 0.1_2;16.0;0.04288458824157715
+1D Interval_1;Urn culture_id 0.1_3;16.0;0.04388236999511719
+1D Interval_1;Urn culture_id 0.1_4;16.0;0.04288530349731445
+1D Interval_1;Urn culture_id 0.1_5;11.0;0.04189038276672363
+1D Interval_1;Urn culture_id 0.1_6;17.0;0.04288315773010254
+1D Interval_1;Urn culture_id 0.1_7;15.0;0.04189014434814453
+1D Interval_1;Urn culture_id 0.1_8;16.0;0.04288530349731445
+1D Interval_1;Urn culture_id 0.1_9;13.0;0.04188895225524902
+1D Interval_1;Norm-Mallows 0.5_0;14.0;0.04288458824157715
+1D Interval_1;Norm-Mallows 0.5_1;13.0;0.0418853759765625
+1D Interval_1;Norm-Mallows 0.5_2;18.0;0.04288792610168457
+1D Interval_1;Norm-Mallows 0.5_3;16.0;0.041886091232299805
+1D Interval_1;Norm-Mallows 0.5_4;17.0;0.04288530349731445
+1D Interval_1;Norm-Mallows 0.5_5;19.0;0.041887760162353516
+1D Interval_1;Norm-Mallows 0.5_6;15.0;0.04295158386230469
+1D Interval_1;Norm-Mallows 0.5_7;16.0;0.041887760162353516
+1D Interval_1;Norm-Mallows 0.5_8;14.0;0.04288458824157715
+1D Interval_1;Norm-Mallows 0.5_9;17.0;0.0418848991394043
+1D Interval_1;Urn culture_id (gamma)_0;18.0;0.04288768768310547
+1D Interval_1;Urn culture_id (gamma)_1;19.0;0.041886329650878906
+1D Interval_1;Urn culture_id (gamma)_2;16.0;0.04288506507873535
+1D Interval_1;Urn culture_id (gamma)_3;14.0;0.04188823699951172
+1D Interval_1;Urn culture_id (gamma)_4;15.0;0.04188847541809082
+1D Interval_1;Urn culture_id (gamma)_5;18.0;0.04288482666015625
+1D Interval_1;Urn culture_id (gamma)_6;20.0;0.042946815490722656
+1D Interval_1;Urn culture_id (gamma)_7;19.0;0.04288482666015625
+1D Interval_1;Urn culture_id (gamma)_8;16.0;0.04288625717163086
+1D Interval_1;Urn culture_id (gamma)_9;17.0;0.042882442474365234
+1D Interval_1;ID;22.0;0.04188990592956543
+1D Interval_1;UN_0;20.0;0.04288649559020996
+1D Interval_1;UN_1;19.0;0.04288172721862793
+1D Interval_1;UN_2;20.0;0.042046308517456055
+1D Interval_1;UN_3;19.0;0.042885541915893555
+1D Interval_1;AN;14.0;0.043190717697143555
+1D Interval_2;1D Interval_3;9.0;0.041997432708740234
+1D Interval_2;1D Interval_4;23.0;0.04288530349731445
+1D Interval_2;1D Interval_5;10.0;0.04188847541809082
+1D Interval_2;1D Interval_6;18.0;0.04288673400878906
+1D Interval_2;1D Interval_7;13.0;0.04194927215576172
+1D Interval_2;1D Interval_8;20.0;0.042885541915893555
+1D Interval_2;1D Interval_9;10.0;0.04188823699951172
+1D Interval_2;2D Disc_0;14.0;0.0418853759765625
+1D Interval_2;2D Disc_1;10.0;0.041889190673828125
+1D Interval_2;2D Disc_2;12.0;0.042884111404418945
+1D Interval_2;2D Disc_3;17.0;0.04188799858093262
+1D Interval_2;2D Disc_4;17.0;0.04189014434814453
+1D Interval_2;2D Disc_5;12.0;0.04204368591308594
+1D Interval_2;2D Disc_6;10.0;0.042885541915893555
+1D Interval_2;2D Disc_7;9.0;0.04306650161743164
+1D Interval_2;2D Disc_8;14.0;0.04288434982299805
+1D Interval_2;2D Disc_9;10.0;0.04189443588256836
+1D Interval_2;3D Cube_0;8.0;0.04296731948852539
+1D Interval_2;3D Cube_1;11.0;0.04587411880493164
+1D Interval_2;3D Cube_2;12.0;0.04288887977600098
+1D Interval_2;3D Cube_3;15.0;0.041892051696777344
+1D Interval_2;3D Cube_4;9.0;0.04288506507873535
+1D Interval_2;3D Cube_5;11.0;0.042885780334472656
+1D Interval_2;3D Cube_6;15.0;0.041887521743774414
+1D Interval_2;3D Cube_7;15.0;0.04288530349731445
+1D Interval_2;3D Cube_8;14.0;0.04188799858093262
+1D Interval_2;3D Cube_9;15.0;0.042885541915893555
+1D Interval_2;2D Sphere_0;14.0;0.04288458824157715
+1D Interval_2;2D Sphere_1;14.0;0.04202699661254883
+1D Interval_2;2D Sphere_2;5.0;0.04288649559020996
+1D Interval_2;2D Sphere_3;13.0;0.04188704490661621
+1D Interval_2;2D Sphere_4;13.0;0.0428776741027832
+1D Interval_2;2D Sphere_5;11.0;0.04288530349731445
+1D Interval_2;2D Sphere_6;14.0;0.0419008731842041
+1D Interval_2;2D Sphere_7;12.0;0.04288029670715332
+1D Interval_2;2D Sphere_8;13.0;0.042885541915893555
+1D Interval_2;2D Sphere_9;13.0;0.041887760162353516
+1D Interval_2;3D Sphere_0;14.0;0.04395866394042969
+1D Interval_2;3D Sphere_1;14.0;0.041892051696777344
+1D Interval_2;3D Sphere_2;13.0;0.042882680892944336
+1D Interval_2;3D Sphere_3;10.0;0.041887521743774414
+1D Interval_2;3D Sphere_4;15.0;0.04686689376831055
+1D Interval_2;3D Sphere_5;16.0;0.04188847541809082
+1D Interval_2;3D Sphere_6;13.0;0.04189038276672363
+1D Interval_2;3D Sphere_7;14.0;0.041887760162353516
+1D Interval_2;3D Sphere_8;14.0;0.04289126396179199
+1D Interval_2;3D Sphere_9;13.0;0.04189109802246094
+1D Interval_2;Urn culture_id 0.1_0;17.0;0.04188370704650879
+1D Interval_2;Urn culture_id 0.1_1;12.0;0.042885780334472656
+1D Interval_2;Urn culture_id 0.1_2;15.0;0.04188823699951172
+1D Interval_2;Urn culture_id 0.1_3;13.0;0.04189038276672363
+1D Interval_2;Urn culture_id 0.1_4;25.0;0.04194831848144531
+1D Interval_2;Urn culture_id 0.1_5;16.0;0.041892051696777344
+1D Interval_2;Urn culture_id 0.1_6;14.0;0.04288125038146973
+1D Interval_2;Urn culture_id 0.1_7;14.0;0.04197287559509277
+1D Interval_2;Urn culture_id 0.1_8;13.0;0.04288935661315918
+1D Interval_2;Urn culture_id 0.1_9;16.0;0.041884422302246094
+1D Interval_2;Norm-Mallows 0.5_0;19.0;0.041887760162353516
+1D Interval_2;Norm-Mallows 0.5_1;16.0;0.0428929328918457
+1D Interval_2;Norm-Mallows 0.5_2;15.0;0.04292726516723633
+1D Interval_2;Norm-Mallows 0.5_3;19.0;0.04288291931152344
+1D Interval_2;Norm-Mallows 0.5_4;14.0;0.0428922176361084
+1D Interval_2;Norm-Mallows 0.5_5;16.0;0.04188370704650879
+1D Interval_2;Norm-Mallows 0.5_6;20.0;0.04288363456726074
+1D Interval_2;Norm-Mallows 0.5_7;15.0;0.04188966751098633
+1D Interval_2;Norm-Mallows 0.5_8;11.0;0.04189443588256836
+1D Interval_2;Norm-Mallows 0.5_9;14.0;0.04287862777709961
+1D Interval_2;Urn culture_id (gamma)_0;17.0;0.041886329650878906
+1D Interval_2;Urn culture_id (gamma)_1;16.0;0.04188728332519531
+1D Interval_2;Urn culture_id (gamma)_2;13.0;0.04288673400878906
+1D Interval_2;Urn culture_id (gamma)_3;13.0;0.04188704490661621
+1D Interval_2;Urn culture_id (gamma)_4;14.0;0.04188942909240723
+1D Interval_2;Urn culture_id (gamma)_5;13.0;0.04288601875305176
+1D Interval_2;Urn culture_id (gamma)_6;15.0;0.04188823699951172
+1D Interval_2;Urn culture_id (gamma)_7;16.0;0.04202556610107422
+1D Interval_2;Urn culture_id (gamma)_8;13.0;0.04300951957702637
+1D Interval_2;Urn culture_id (gamma)_9;16.0;0.04203653335571289
+1D Interval_2;ID;27.0;0.041887521743774414
+1D Interval_2;UN_0;15.0;0.041886329650878906
+1D Interval_2;UN_1;16.0;0.04288530349731445
+1D Interval_2;UN_2;17.0;0.04188823699951172
+1D Interval_2;UN_3;16.0;0.04298901557922363
+1D Interval_2;AN;9.0;0.04188704490661621
+1D Interval_3;1D Interval_4;18.0;0.04188656806945801
+1D Interval_3;1D Interval_5;9.0;0.042885541915893555
+1D Interval_3;1D Interval_6;17.0;0.042885541915893555
+1D Interval_3;1D Interval_7;16.0;0.04288792610168457
+1D Interval_3;1D Interval_8;15.0;0.0418851375579834
+1D Interval_3;1D Interval_9;13.0;0.04288530349731445
+1D Interval_3;2D Disc_0;13.0;0.04288768768310547
+1D Interval_3;2D Disc_1;11.0;0.0418858528137207
+1D Interval_3;2D Disc_2;15.0;0.04188799858093262
+1D Interval_3;2D Disc_3;12.0;0.042885780334472656
+1D Interval_3;2D Disc_4;16.0;0.04288601875305176
+1D Interval_3;2D Disc_5;7.0;0.04188656806945801
+1D Interval_3;2D Disc_6;13.0;0.04189014434814453
+1D Interval_3;2D Disc_7;8.0;0.042883872985839844
+1D Interval_3;2D Disc_8;13.0;0.04189014434814453
+1D Interval_3;2D Disc_9;15.0;0.04288458824157715
+1D Interval_3;3D Cube_0;11.0;0.04194951057434082
+1D Interval_3;3D Cube_1;14.0;0.04189038276672363
+1D Interval_3;3D Cube_2;9.0;0.04288291931152344
+1D Interval_3;3D Cube_3;14.0;0.041890859603881836
+1D Interval_3;3D Cube_4;12.0;0.04288506507873535
+1D Interval_3;3D Cube_5;12.0;0.04201626777648926
+1D Interval_3;3D Cube_6;8.0;0.04288458824157715
+1D Interval_3;3D Cube_7;14.0;0.04189610481262207
+1D Interval_3;3D Cube_8;13.0;0.04187774658203125
+1D Interval_3;3D Cube_9;10.0;0.0438847541809082
+1D Interval_3;2D Sphere_0;11.0;0.04189491271972656
+1D Interval_3;2D Sphere_1;13.0;0.041878700256347656
+1D Interval_3;2D Sphere_2;12.0;0.04188871383666992
+1D Interval_3;2D Sphere_3;10.0;0.04188990592956543
+1D Interval_3;2D Sphere_4;14.0;0.0418853759765625
+1D Interval_3;2D Sphere_5;8.0;0.04188799858093262
+1D Interval_3;2D Sphere_6;9.0;0.04188823699951172
+1D Interval_3;2D Sphere_7;15.0;0.04410362243652344
+1D Interval_3;2D Sphere_8;10.0;0.0418856143951416
+1D Interval_3;2D Sphere_9;10.0;0.04188799858093262
+1D Interval_3;3D Sphere_0;11.0;0.041890621185302734
+1D Interval_3;3D Sphere_1;15.0;0.04188728332519531
+1D Interval_3;3D Sphere_2;10.0;0.0418853759765625
+1D Interval_3;3D Sphere_3;9.0;0.041889190673828125
+1D Interval_3;3D Sphere_4;8.0;0.04195737838745117
+1D Interval_3;3D Sphere_5;9.0;0.04189300537109375
+1D Interval_3;3D Sphere_6;16.0;0.04288029670715332
+1D Interval_3;3D Sphere_7;13.0;0.041887760162353516
+1D Interval_3;3D Sphere_8;15.0;0.04185605049133301
+1D Interval_3;3D Sphere_9;12.0;0.04218435287475586
+1D Interval_3;Urn culture_id 0.1_0;16.0;0.04302525520324707
+1D Interval_3;Urn culture_id 0.1_1;13.0;0.04191160202026367
+1D Interval_3;Urn culture_id 0.1_2;16.0;0.04288744926452637
+1D Interval_3;Urn culture_id 0.1_3;12.0;0.04297018051147461
+1D Interval_3;Urn culture_id 0.1_4;16.0;0.04189181327819824
+1D Interval_3;Urn culture_id 0.1_5;17.0;0.041882991790771484
+1D Interval_3;Urn culture_id 0.1_6;9.0;0.04188799858093262
+1D Interval_3;Urn culture_id 0.1_7;11.0;0.041889190673828125
+1D Interval_3;Urn culture_id 0.1_8;16.0;0.041890859603881836
+1D Interval_3;Urn culture_id 0.1_9;15.0;0.04188704490661621
+1D Interval_3;Norm-Mallows 0.5_0;14.0;0.0418851375579834
+1D Interval_3;Norm-Mallows 0.5_1;11.0;0.04188895225524902
+1D Interval_3;Norm-Mallows 0.5_2;14.0;0.04696226119995117
+1D Interval_3;Norm-Mallows 0.5_3;14.0;0.041887521743774414
+1D Interval_3;Norm-Mallows 0.5_4;7.0;0.04188823699951172
+1D Interval_3;Norm-Mallows 0.5_5;11.0;0.04188990592956543
+1D Interval_3;Norm-Mallows 0.5_6;13.0;0.0418858528137207
+1D Interval_3;Norm-Mallows 0.5_7;16.0;0.04188895225524902
+1D Interval_3;Norm-Mallows 0.5_8;8.0;0.042304039001464844
+1D Interval_3;Norm-Mallows 0.5_9;13.0;0.0418848991394043
+1D Interval_3;Urn culture_id (gamma)_0;14.0;0.041887760162353516
+1D Interval_3;Urn culture_id (gamma)_1;15.0;0.04188847541809082
+1D Interval_3;Urn culture_id (gamma)_2;12.0;0.04189109802246094
+1D Interval_3;Urn culture_id (gamma)_3;10.0;0.042882442474365234
+1D Interval_3;Urn culture_id (gamma)_4;15.0;0.041887521743774414
+1D Interval_3;Urn culture_id (gamma)_5;16.0;0.041887760162353516
+1D Interval_3;Urn culture_id (gamma)_6;12.0;0.04188823699951172
+1D Interval_3;Urn culture_id (gamma)_7;17.0;0.04388284683227539
+1D Interval_3;Urn culture_id (gamma)_8;14.0;0.04188823699951172
+1D Interval_3;Urn culture_id (gamma)_9;15.0;0.041893959045410156
+1D Interval_3;ID;18.0;0.04188203811645508
+1D Interval_3;UN_0;16.0;0.041887760162353516
+1D Interval_3;UN_1;17.0;0.04288840293884277
+1D Interval_3;UN_2;18.0;0.0418848991394043
+1D Interval_3;UN_3;17.0;0.04288482666015625
+1D Interval_3;AN;18.0;0.04188942909240723
+1D Interval_4;1D Interval_5;17.0;0.04089236259460449
+1D Interval_4;1D Interval_6;13.0;0.03989291191101074
+1D Interval_4;1D Interval_7;10.0;0.04088878631591797
+1D Interval_4;1D Interval_8;5.0;0.04088997840881348
+1D Interval_4;1D Interval_9;13.0;0.03989362716674805
+1D Interval_4;2D Disc_0;13.0;0.04089069366455078
+1D Interval_4;2D Disc_1;23.0;0.04095959663391113
+1D Interval_4;2D Disc_2;17.0;0.040885210037231445
+1D Interval_4;2D Disc_3;14.0;0.03989267349243164
+1D Interval_4;2D Disc_4;10.0;0.04089069366455078
+1D Interval_4;2D Disc_5;17.0;0.04089212417602539
+1D Interval_4;2D Disc_6;19.0;0.04089045524597168
+1D Interval_4;2D Disc_7;20.0;0.04096412658691406
+1D Interval_4;2D Disc_8;23.0;0.042983293533325195
+1D Interval_4;2D Disc_9;15.0;0.04088783264160156
+1D Interval_4;3D Cube_0;21.0;0.04288625717163086
+1D Interval_4;3D Cube_1;22.0;0.04088950157165527
+1D Interval_4;3D Cube_2;17.0;0.040892601013183594
+1D Interval_4;3D Cube_3;12.0;0.04088902473449707
+1D Interval_4;3D Cube_4;16.0;0.04188847541809082
+1D Interval_4;3D Cube_5;14.0;0.040889739990234375
+1D Interval_4;3D Cube_6;18.0;0.04089808464050293
+1D Interval_4;3D Cube_7;16.0;0.041881561279296875
+1D Interval_4;3D Cube_8;21.0;0.04089188575744629
+1D Interval_4;3D Cube_9;20.0;0.04089021682739258
+1D Interval_4;2D Sphere_0;19.0;0.040891408920288086
+1D Interval_4;2D Sphere_1;17.0;0.04088926315307617
+1D Interval_4;2D Sphere_2;18.0;0.04188966751098633
+1D Interval_4;2D Sphere_3;16.0;0.04088878631591797
+1D Interval_4;2D Sphere_4;22.0;0.04088997840881348
+1D Interval_4;2D Sphere_5;18.0;0.04005098342895508
+1D Interval_4;2D Sphere_6;17.0;0.04104804992675781
+1D Interval_4;2D Sphere_7;21.0;0.04088425636291504
+1D Interval_4;2D Sphere_8;18.0;0.0408935546875
+1D Interval_4;2D Sphere_9;14.0;0.039893150329589844
+1D Interval_4;3D Sphere_0;15.0;0.040888309478759766
+1D Interval_4;3D Sphere_1;21.0;0.04089236259460449
+1D Interval_4;3D Sphere_2;22.0;0.04085683822631836
+1D Interval_4;3D Sphere_3;15.0;0.04092216491699219
+1D Interval_4;3D Sphere_4;16.0;0.04194784164428711
+1D Interval_4;3D Sphere_5;17.0;0.03989243507385254
+1D Interval_4;3D Sphere_6;22.0;0.0408933162689209
+1D Interval_4;3D Sphere_7;17.0;0.04088783264160156
+1D Interval_4;3D Sphere_8;21.0;0.040999650955200195
+1D Interval_4;3D Sphere_9;22.0;0.03989005088806152
+1D Interval_4;Urn culture_id 0.1_0;20.0;0.04096221923828125
+1D Interval_4;Urn culture_id 0.1_1;19.0;0.04089069366455078
+1D Interval_4;Urn culture_id 0.1_2;14.0;0.04089236259460449
+1D Interval_4;Urn culture_id 0.1_3;16.0;0.04089045524597168
+1D Interval_4;Urn culture_id 0.1_4;8.0;0.040892601013183594
+1D Interval_4;Urn culture_id 0.1_5;17.0;0.04088854789733887
+1D Interval_4;Urn culture_id 0.1_6;19.0;0.03989243507385254
+1D Interval_4;Urn culture_id 0.1_7;19.0;0.04089045524597168
+1D Interval_4;Urn culture_id 0.1_8;22.0;0.040892601013183594
+1D Interval_4;Urn culture_id 0.1_9;15.0;0.040888309478759766
+1D Interval_4;Norm-Mallows 0.5_0;10.0;0.03989529609680176
+1D Interval_4;Norm-Mallows 0.5_1;13.0;0.040952444076538086
+1D Interval_4;Norm-Mallows 0.5_2;20.0;0.04089045524597168
+1D Interval_4;Norm-Mallows 0.5_3;14.0;0.040888071060180664
+1D Interval_4;Norm-Mallows 0.5_4;17.0;0.040892839431762695
+1D Interval_4;Norm-Mallows 0.5_5;15.0;0.03991055488586426
+1D Interval_4;Norm-Mallows 0.5_6;13.0;0.04087352752685547
+1D Interval_4;Norm-Mallows 0.5_7;16.0;0.0408935546875
+1D Interval_4;Norm-Mallows 0.5_8;20.0;0.04088306427001953
+1D Interval_4;Norm-Mallows 0.5_9;19.0;0.04197549819946289
+1D Interval_4;Urn culture_id (gamma)_0;20.0;0.039888620376586914
+1D Interval_4;Urn culture_id (gamma)_1;21.0;0.040891170501708984
+1D Interval_4;Urn culture_id (gamma)_2;20.0;0.040892839431762695
+1D Interval_4;Urn culture_id (gamma)_3;18.0;0.040888309478759766
+1D Interval_4;Urn culture_id (gamma)_4;21.0;0.04089093208312988
+1D Interval_4;Urn culture_id (gamma)_5;22.0;0.039893150329589844
+1D Interval_4;Urn culture_id (gamma)_6;18.0;0.04089999198913574
+1D Interval_4;Urn culture_id (gamma)_7;25.0;0.04088234901428223
+1D Interval_4;Urn culture_id (gamma)_8;18.0;0.04088926315307617
+1D Interval_4;Urn culture_id (gamma)_9;23.0;0.04130220413208008
+1D Interval_4;ID;10.0;0.039895057678222656
+1D Interval_4;UN_0;26.0;0.04103803634643555
+1D Interval_4;UN_1;25.0;0.0408935546875
+1D Interval_4;UN_2;26.0;0.040891170501708984
+1D Interval_4;UN_3;27.0;0.04088759422302246
+1D Interval_4;AN;26.0;0.040894269943237305
+1D Interval_5;1D Interval_6;12.0;0.0409550666809082
+1D Interval_5;1D Interval_7;11.0;0.04188370704650879
+1D Interval_5;1D Interval_8;14.0;0.04188847541809082
+1D Interval_5;1D Interval_9;6.0;0.040894269943237305
+1D Interval_5;2D Disc_0;12.0;0.041884422302246094
+1D Interval_5;2D Disc_1;8.0;0.04188799858093262
+1D Interval_5;2D Disc_2;12.0;0.04189157485961914
+1D Interval_5;2D Disc_3;15.0;0.04188680648803711
+1D Interval_5;2D Disc_4;11.0;0.0418853759765625
+1D Interval_5;2D Disc_5;10.0;0.0408940315246582
+1D Interval_5;2D Disc_6;12.0;0.04188418388366699
+1D Interval_5;2D Disc_7;9.0;0.04188823699951172
+1D Interval_5;2D Disc_8;12.0;0.0408933162689209
+1D Interval_5;2D Disc_9;10.0;0.0418856143951416
+1D Interval_5;3D Cube_0;6.0;0.04188823699951172
+1D Interval_5;3D Cube_1;11.0;0.04189133644104004
+1D Interval_5;3D Cube_2;14.0;0.040886878967285156
+1D Interval_5;3D Cube_3;11.0;0.04188823699951172
+1D Interval_5;3D Cube_4;7.0;0.041890621185302734
+1D Interval_5;3D Cube_5;7.0;0.0418853759765625
+1D Interval_5;3D Cube_6;11.0;0.040894508361816406
+1D Interval_5;3D Cube_7;11.0;0.04189348220825195
+1D Interval_5;3D Cube_8;14.0;0.04187941551208496
+1D Interval_5;3D Cube_9;11.0;0.040892839431762695
+1D Interval_5;2D Sphere_0;14.0;0.04200911521911621
+1D Interval_5;2D Sphere_1;10.0;0.04188728332519531
+1D Interval_5;2D Sphere_2;7.0;0.041890859603881836
+1D Interval_5;2D Sphere_3;13.0;0.040888071060180664
+1D Interval_5;2D Sphere_4;13.0;0.041965484619140625
+1D Interval_5;2D Sphere_5;13.0;0.0418858528137207
+1D Interval_5;2D Sphere_6;12.0;0.040892839431762695
+1D Interval_5;2D Sphere_7;12.0;0.048098087310791016
+1D Interval_5;2D Sphere_8;5.0;0.042885541915893555
+1D Interval_5;2D Sphere_9;13.0;0.04189467430114746
+1D Interval_5;3D Sphere_0;14.0;0.04188394546508789
+1D Interval_5;3D Sphere_1;14.0;0.041887760162353516
+1D Interval_5;3D Sphere_2;13.0;0.0418853759765625
+1D Interval_5;3D Sphere_3;10.0;0.04188799858093262
+1D Interval_5;3D Sphere_4;11.0;0.04185986518859863
+1D Interval_5;3D Sphere_5;16.0;0.04191851615905762
+1D Interval_5;3D Sphere_6;13.0;0.042885780334472656
+1D Interval_5;3D Sphere_7;10.0;0.041886091232299805
+1D Interval_5;3D Sphere_8;10.0;0.04189300537109375
+1D Interval_5;3D Sphere_9;13.0;0.04088735580444336
+1D Interval_5;Urn culture_id 0.1_0;13.0;0.0418856143951416
+1D Interval_5;Urn culture_id 0.1_1;12.0;0.041887760162353516
+1D Interval_5;Urn culture_id 0.1_2;17.0;0.04089069366455078
+1D Interval_5;Urn culture_id 0.1_3;11.0;0.04188823699951172
+1D Interval_5;Urn culture_id 0.1_4;21.0;0.04198288917541504
+1D Interval_5;Urn culture_id 0.1_5;16.0;0.041887760162353516
+1D Interval_5;Urn culture_id 0.1_6;10.0;0.04189109802246094
+1D Interval_5;Urn culture_id 0.1_7;14.0;0.0418851375579834
+1D Interval_5;Urn culture_id 0.1_8;11.0;0.041887760162353516
+1D Interval_5;Urn culture_id 0.1_9;12.0;0.04288482666015625
+1D Interval_5;Norm-Mallows 0.5_0;17.0;0.04288625717163086
+1D Interval_5;Norm-Mallows 0.5_1;14.0;0.04288744926452637
+1D Interval_5;Norm-Mallows 0.5_2;13.0;0.041853904724121094
+1D Interval_5;Norm-Mallows 0.5_3;13.0;0.041919708251953125
+1D Interval_5;Norm-Mallows 0.5_4;12.0;0.04288506507873535
+1D Interval_5;Norm-Mallows 0.5_5;12.0;0.04188799858093262
+1D Interval_5;Norm-Mallows 0.5_6;12.0;0.04189014434814453
+1D Interval_5;Norm-Mallows 0.5_7;15.0;0.0418858528137207
+1D Interval_5;Norm-Mallows 0.5_8;11.0;0.04188799858093262
+1D Interval_5;Norm-Mallows 0.5_9;12.0;0.04188823699951172
+1D Interval_5;Urn culture_id (gamma)_0;15.0;0.04288649559020996
+1D Interval_5;Urn culture_id (gamma)_1;14.0;0.0418856143951416
+1D Interval_5;Urn culture_id (gamma)_2;13.0;0.04089164733886719
+1D Interval_5;Urn culture_id (gamma)_3;13.0;0.04204559326171875
+1D Interval_5;Urn culture_id (gamma)_4;12.0;0.04188990592956543
+1D Interval_5;Urn culture_id (gamma)_5;15.0;0.040888071060180664
+1D Interval_5;Urn culture_id (gamma)_6;13.0;0.0418856143951416
+1D Interval_5;Urn culture_id (gamma)_7;14.0;0.04188799858093262
+1D Interval_5;Urn culture_id (gamma)_8;13.0;0.0409235954284668
+1D Interval_5;Urn culture_id (gamma)_9;12.0;0.04189157485961914
+1D Interval_5;ID;23.0;0.041882991790771484
+1D Interval_5;UN_0;15.0;0.04088878631591797
+1D Interval_5;UN_1;14.0;0.04188942909240723
+1D Interval_5;UN_2;15.0;0.04188942909240723
+1D Interval_5;UN_3;16.0;0.04188704490661621
+1D Interval_5;AN;13.0;0.04288363456726074
+1D Interval_6;1D Interval_7;13.0;0.04388236999511719
+1D Interval_6;1D Interval_8;12.0;0.04388308525085449
+1D Interval_6;1D Interval_9;12.0;0.043882131576538086
+1D Interval_6;2D Disc_0;20.0;0.044881582260131836
+1D Interval_6;2D Disc_1;20.0;0.04388165473937988
+1D Interval_6;2D Disc_2;12.0;0.0438838005065918
+1D Interval_6;2D Disc_3;13.0;0.04488039016723633
+1D Interval_6;2D Disc_4;13.0;0.04388141632080078
+1D Interval_6;2D Disc_5;16.0;0.0438838005065918
+1D Interval_6;2D Disc_6;16.0;0.04388093948364258
+1D Interval_6;2D Disc_7;19.0;0.04488348960876465
+1D Interval_6;2D Disc_8;20.0;0.043881893157958984
+1D Interval_6;2D Disc_9;14.0;0.04388165473937988
+1D Interval_6;3D Cube_0;18.0;0.043883323669433594
+1D Interval_6;3D Cube_1;19.0;0.04288458824157715
+1D Interval_6;3D Cube_2;16.0;0.0439145565032959
+1D Interval_6;3D Cube_3;9.0;0.04389023780822754
+1D Interval_6;3D Cube_4;17.0;0.043874263763427734
+1D Interval_6;3D Cube_5;13.0;0.043883323669433594
+1D Interval_6;3D Cube_6;15.0;0.043881893157958984
+1D Interval_6;3D Cube_7;17.0;0.043883562088012695
+1D Interval_6;3D Cube_8;18.0;0.04506373405456543
+1D Interval_6;3D Cube_9;17.0;0.04387521743774414
+1D Interval_6;2D Sphere_0;16.0;0.04388236999511719
+1D Interval_6;2D Sphere_1;16.0;0.043883562088012695
+1D Interval_6;2D Sphere_2;15.0;0.0438847541809082
+1D Interval_6;2D Sphere_3;15.0;0.04387998580932617
+1D Interval_6;2D Sphere_4;13.0;0.04388284683227539
+1D Interval_6;2D Sphere_5;19.0;0.04388284683227539
+1D Interval_6;2D Sphere_6;18.0;0.043881893157958984
+1D Interval_6;2D Sphere_7;16.0;0.04388284683227539
+1D Interval_6;2D Sphere_8;13.0;0.04388260841369629
+1D Interval_6;2D Sphere_9;17.0;0.04388570785522461
+1D Interval_6;3D Sphere_0;16.0;0.04387950897216797
+1D Interval_6;3D Sphere_1;18.0;0.0438845157623291
+1D Interval_6;3D Sphere_2;17.0;0.04388070106506348
+1D Interval_6;3D Sphere_3;18.0;0.043883323669433594
+1D Interval_6;3D Sphere_4;13.0;0.043882131576538086
+1D Interval_6;3D Sphere_5;16.0;0.04391980171203613
+1D Interval_6;3D Sphere_6;17.0;0.04387950897216797
+1D Interval_6;3D Sphere_7;16.0;0.04388570785522461
+1D Interval_6;3D Sphere_8;16.0;0.04387927055358887
+1D Interval_6;3D Sphere_9;17.0;0.04388618469238281
+1D Interval_6;Urn culture_id 0.1_0;19.0;0.04403209686279297
+1D Interval_6;Urn culture_id 0.1_1;18.0;0.044054508209228516
+1D Interval_6;Urn culture_id 0.1_2;7.0;0.04487967491149902
+1D Interval_6;Urn culture_id 0.1_3;17.0;0.043882131576538086
+1D Interval_6;Urn culture_id 0.1_4;15.0;0.04388308525085449
+1D Interval_6;Urn culture_id 0.1_5;10.0;0.043882131576538086
+1D Interval_6;Urn culture_id 0.1_6;14.0;0.044882774353027344
+1D Interval_6;Urn culture_id 0.1_7;16.0;0.04388022422790527
+1D Interval_6;Urn culture_id 0.1_8;21.0;0.04388618469238281
+1D Interval_6;Urn culture_id 0.1_9;8.0;0.04487919807434082
+1D Interval_6;Norm-Mallows 0.5_0;15.0;0.04387998580932617
+1D Interval_6;Norm-Mallows 0.5_1;14.0;0.043884992599487305
+1D Interval_6;Norm-Mallows 0.5_2;17.0;0.04388165473937988
+1D Interval_6;Norm-Mallows 0.5_3;11.0;0.04403877258300781
+1D Interval_6;Norm-Mallows 0.5_4;18.0;0.04488086700439453
+1D Interval_6;Norm-Mallows 0.5_5;14.0;0.0438847541809082
+1D Interval_6;Norm-Mallows 0.5_6;12.0;0.04388117790222168
+1D Interval_6;Norm-Mallows 0.5_7;13.0;0.043883562088012695
+1D Interval_6;Norm-Mallows 0.5_8;17.0;0.044914960861206055
+1D Interval_6;Norm-Mallows 0.5_9;14.0;0.0438845157623291
+1D Interval_6;Urn culture_id (gamma)_0;15.0;0.04488039016723633
+1D Interval_6;Urn culture_id (gamma)_1;22.0;0.04388070106506348
+1D Interval_6;Urn culture_id (gamma)_2;17.0;0.0438847541809082
+1D Interval_6;Urn culture_id (gamma)_3;17.0;0.04488086700439453
+1D Interval_6;Urn culture_id (gamma)_4;20.0;0.04498434066772461
+1D Interval_6;Urn culture_id (gamma)_5;19.0;0.043882131576538086
+1D Interval_6;Urn culture_id (gamma)_6;17.0;0.04388284683227539
+1D Interval_6;Urn culture_id (gamma)_7;22.0;0.044881582260131836
+1D Interval_6;Urn culture_id (gamma)_8;21.0;0.04388070106506348
+1D Interval_6;Urn culture_id (gamma)_9;18.0;0.04388427734375
+1D Interval_6;ID;15.0;0.04388141632080078
+1D Interval_6;UN_0;23.0;0.04488039016723633
+1D Interval_6;UN_1;24.0;0.0438840389251709
+1D Interval_6;UN_2;25.0;0.04388141632080078
+1D Interval_6;UN_3;24.0;0.045041561126708984
+1D Interval_6;AN;21.0;0.04388165473937988
+1D Interval_7;1D Interval_8;7.0;0.040891408920288086
+1D Interval_7;1D Interval_9;5.0;0.04089093208312988
+1D Interval_7;2D Disc_0;11.0;0.04088997840881348
+1D Interval_7;2D Disc_1;17.0;0.040892601013183594
+1D Interval_7;2D Disc_2;17.0;0.040889739990234375
+1D Interval_7;2D Disc_3;14.0;0.04085731506347656
+1D Interval_7;2D Disc_4;10.0;0.04092264175415039
+1D Interval_7;2D Disc_5;17.0;0.04188871383666992
+1D Interval_7;2D Disc_6;15.0;0.04089045524597168
+1D Interval_7;2D Disc_7;16.0;0.0408937931060791
+1D Interval_7;2D Disc_8;17.0;0.04296684265136719
+1D Interval_7;2D Disc_9;11.0;0.0418851375579834
+1D Interval_7;3D Cube_0;13.0;0.04188799858093262
+1D Interval_7;3D Cube_1;18.0;0.04089093208312988
+1D Interval_7;3D Cube_2;13.0;0.0408937931060791
+1D Interval_7;3D Cube_3;12.0;0.04188704490661621
+1D Interval_7;3D Cube_4;12.0;0.040888071060180664
+1D Interval_7;3D Cube_5;8.0;0.04089045524597168
+1D Interval_7;3D Cube_6;18.0;0.0408935546875
+1D Interval_7;3D Cube_7;12.0;0.0408933162689209
+1D Interval_7;3D Cube_8;17.0;0.040885210037231445
+1D Interval_7;3D Cube_9;16.0;0.040894269943237305
+1D Interval_7;2D Sphere_0;15.0;0.040888309478759766
+1D Interval_7;2D Sphere_1;19.0;0.04089188575744629
+1D Interval_7;2D Sphere_2;10.0;0.04088878631591797
+1D Interval_7;2D Sphere_3;16.0;0.040891408920288086
+1D Interval_7;2D Sphere_4;16.0;0.04089188575744629
+1D Interval_7;2D Sphere_5;16.0;0.0418856143951416
+1D Interval_7;2D Sphere_6;17.0;0.04097461700439453
+1D Interval_7;2D Sphere_7;15.0;0.040888309478759766
+1D Interval_7;2D Sphere_8;10.0;0.04092764854431152
+1D Interval_7;2D Sphere_9;16.0;0.0408930778503418
+1D Interval_7;3D Sphere_0;13.0;0.040884971618652344
+1D Interval_7;3D Sphere_1;17.0;0.04089212417602539
+1D Interval_7;3D Sphere_2;16.0;0.041045427322387695
+1D Interval_7;3D Sphere_3;15.0;0.04089474678039551
+1D Interval_7;3D Sphere_4;12.0;0.04088568687438965
+1D Interval_7;3D Sphere_5;15.0;0.04094099998474121
+1D Interval_7;3D Sphere_6;16.0;0.04088711738586426
+1D Interval_7;3D Sphere_7;13.0;0.040886640548706055
+1D Interval_7;3D Sphere_8;15.0;0.039894819259643555
+1D Interval_7;3D Sphere_9;18.0;0.04089212417602539
+1D Interval_7;Urn culture_id 0.1_0;16.0;0.0408935546875
+1D Interval_7;Urn culture_id 0.1_1;17.0;0.039887428283691406
+1D Interval_7;Urn culture_id 0.1_2;16.0;0.04089069366455078
+1D Interval_7;Urn culture_id 0.1_3;16.0;0.04089069366455078
+1D Interval_7;Urn culture_id 0.1_4;14.0;0.03989815711975098
+1D Interval_7;Urn culture_id 0.1_5;11.0;0.04088592529296875
+1D Interval_7;Urn culture_id 0.1_6;17.0;0.0408933162689209
+1D Interval_7;Urn culture_id 0.1_7;15.0;0.03989052772521973
+1D Interval_7;Urn culture_id 0.1_8;18.0;0.04089021682739258
+1D Interval_7;Urn culture_id 0.1_9;13.0;0.040891408920288086
+1D Interval_7;Norm-Mallows 0.5_0;14.0;0.03989386558532715
+1D Interval_7;Norm-Mallows 0.5_1;13.0;0.0408930778503418
+1D Interval_7;Norm-Mallows 0.5_2;18.0;0.04089045524597168
+1D Interval_7;Norm-Mallows 0.5_3;14.0;0.03992724418640137
+1D Interval_7;Norm-Mallows 0.5_4;17.0;0.04088950157165527
+1D Interval_7;Norm-Mallows 0.5_5;17.0;0.0408935546875
+1D Interval_7;Norm-Mallows 0.5_6;13.0;0.03989386558532715
+1D Interval_7;Norm-Mallows 0.5_7;16.0;0.04088759422302246
+1D Interval_7;Norm-Mallows 0.5_8;14.0;0.041960716247558594
+1D Interval_7;Norm-Mallows 0.5_9;17.0;0.039893388748168945
+1D Interval_7;Urn culture_id (gamma)_0;18.0;0.0408930778503418
+1D Interval_7;Urn culture_id (gamma)_1;19.0;0.04088878631591797
+1D Interval_7;Urn culture_id (gamma)_2;16.0;0.03989291191101074
+1D Interval_7;Urn culture_id (gamma)_3;12.0;0.040892601013183594
+1D Interval_7;Urn culture_id (gamma)_4;15.0;0.04088854789733887
+1D Interval_7;Urn culture_id (gamma)_5;18.0;0.039893150329589844
+1D Interval_7;Urn culture_id (gamma)_6;18.0;0.04089045524597168
+1D Interval_7;Urn culture_id (gamma)_7;19.0;0.0408940315246582
+1D Interval_7;Urn culture_id (gamma)_8;16.0;0.040888071060180664
+1D Interval_7;Urn culture_id (gamma)_9;19.0;0.04010462760925293
+1D Interval_7;ID;20.0;0.04099631309509277
+1D Interval_7;UN_0;20.0;0.039893388748168945
+1D Interval_7;UN_1;19.0;0.04096269607543945
+1D Interval_7;UN_2;20.0;0.040328025817871094
+1D Interval_7;UN_3;21.0;0.04095125198364258
+1D Interval_7;AN;16.0;0.04089021682739258
+1D Interval_8;1D Interval_9;10.0;0.0440371036529541
+1D Interval_8;2D Disc_0;12.0;0.0439915657043457
+1D Interval_8;2D Disc_1;20.0;0.044075965881347656
+1D Interval_8;2D Disc_2;14.0;0.04388260841369629
+1D Interval_8;2D Disc_3;11.0;0.04488062858581543
+1D Interval_8;2D Disc_4;5.0;0.04388236999511719
+1D Interval_8;2D Disc_5;18.0;0.04587984085083008
+1D Interval_8;2D Disc_6;16.0;0.04387402534484863
+1D Interval_8;2D Disc_7;19.0;0.04389166831970215
+1D Interval_8;2D Disc_8;20.0;0.04387998580932617
+1D Interval_8;2D Disc_9;10.0;0.0438845157623291
+1D Interval_8;3D Cube_0;18.0;0.043886423110961914
+1D Interval_8;3D Cube_1;19.0;0.04387974739074707
+1D Interval_8;3D Cube_2;14.0;0.044876813888549805
+1D Interval_8;3D Cube_3;9.0;0.04388308525085449
+1D Interval_8;3D Cube_4;15.0;0.04401421546936035
+1D Interval_8;3D Cube_5;11.0;0.043880462646484375
+1D Interval_8;3D Cube_6;17.0;0.0438847541809082
+1D Interval_8;3D Cube_7;15.0;0.043880462646484375
+1D Interval_8;3D Cube_8;18.0;0.04488039016723633
+1D Interval_8;3D Cube_9;17.0;0.04388260841369629
+1D Interval_8;2D Sphere_0;18.0;0.04403328895568848
+1D Interval_8;2D Sphere_1;18.0;0.043883323669433594
+1D Interval_8;2D Sphere_2;15.0;0.043881893157958984
+1D Interval_8;2D Sphere_3;13.0;0.043883562088012695
+1D Interval_8;2D Sphere_4;17.0;0.043882131576538086
+1D Interval_8;2D Sphere_5;13.0;0.04388260841369629
+1D Interval_8;2D Sphere_6;14.0;0.04388260841369629
+1D Interval_8;2D Sphere_7;20.0;0.043883562088012695
+1D Interval_8;2D Sphere_8;15.0;0.044947147369384766
+1D Interval_8;2D Sphere_9;11.0;0.04388117790222168
+1D Interval_8;3D Sphere_0;12.0;0.04387998580932617
+1D Interval_8;3D Sphere_1;18.0;0.043885231018066406
+1D Interval_8;3D Sphere_2;17.0;0.04388022422790527
+1D Interval_8;3D Sphere_3;16.0;0.04404330253601074
+1D Interval_8;3D Sphere_4;15.0;0.04387927055358887
+1D Interval_8;3D Sphere_5;14.0;0.04388689994812012
+1D Interval_8;3D Sphere_6;21.0;0.04388141632080078
+1D Interval_8;3D Sphere_7;14.0;0.04487776756286621
+1D Interval_8;3D Sphere_8;18.0;0.04288530349731445
+1D Interval_8;3D Sphere_9;19.0;0.04388928413391113
+1D Interval_8;Urn culture_id 0.1_0;17.0;0.044873952865600586
+1D Interval_8;Urn culture_id 0.1_1;18.0;0.043881893157958984
+1D Interval_8;Urn culture_id 0.1_2;13.0;0.04305005073547363
+1D Interval_8;Urn culture_id 0.1_3;15.0;0.04488039016723633
+1D Interval_8;Urn culture_id 0.1_4;9.0;0.04288482666015625
+1D Interval_8;Urn culture_id 0.1_5;14.0;0.04291677474975586
+1D Interval_8;Urn culture_id 0.1_6;16.0;0.043883562088012695
+1D Interval_8;Urn culture_id 0.1_7;18.0;0.04394650459289551
+1D Interval_8;Urn culture_id 0.1_8;21.0;0.04488015174865723
+1D Interval_8;Urn culture_id 0.1_9;12.0;0.044943809509277344
+1D Interval_8;Norm-Mallows 0.5_0;9.0;0.04487919807434082
+1D Interval_8;Norm-Mallows 0.5_1;12.0;0.04488086700439453
+1D Interval_8;Norm-Mallows 0.5_2;17.0;0.04388165473937988
+1D Interval_8;Norm-Mallows 0.5_3;13.0;0.044884443283081055
+1D Interval_8;Norm-Mallows 0.5_4;14.0;0.04387974739074707
+1D Interval_8;Norm-Mallows 0.5_5;14.0;0.04388141632080078
+1D Interval_8;Norm-Mallows 0.5_6;10.0;0.0438838005065918
+1D Interval_8;Norm-Mallows 0.5_7;13.0;0.04388141632080078
+1D Interval_8;Norm-Mallows 0.5_8;17.0;0.0438838005065918
+1D Interval_8;Norm-Mallows 0.5_9;14.0;0.0438847541809082
+1D Interval_8;Urn culture_id (gamma)_0;19.0;0.04388594627380371
+1D Interval_8;Urn culture_id (gamma)_1;20.0;0.04387807846069336
+1D Interval_8;Urn culture_id (gamma)_2;19.0;0.04384922981262207
+1D Interval_8;Urn culture_id (gamma)_3;15.0;0.0439143180847168
+1D Interval_8;Urn culture_id (gamma)_4;18.0;0.0438838005065918
+1D Interval_8;Urn culture_id (gamma)_5;21.0;0.04388141632080078
+1D Interval_8;Urn culture_id (gamma)_6;19.0;0.0438840389251709
+1D Interval_8;Urn culture_id (gamma)_7;22.0;0.04388117790222168
+1D Interval_8;Urn culture_id (gamma)_8;17.0;0.0438840389251709
+1D Interval_8;Urn culture_id (gamma)_9;20.0;0.04388117790222168
+1D Interval_8;ID;13.0;0.04402327537536621
+1D Interval_8;UN_0;23.0;0.04388260841369629
+1D Interval_8;UN_1;24.0;0.04388236999511719
+1D Interval_8;UN_2;23.0;0.04495716094970703
+1D Interval_8;UN_3;24.0;0.043916940689086914
+1D Interval_8;AN;23.0;0.04488039016723633
+1D Interval_9;2D Disc_0;12.0;0.040888309478759766
+1D Interval_9;2D Disc_1;12.0;0.04188799858093262
+1D Interval_9;2D Disc_2;12.0;0.040891170501708984
+1D Interval_9;2D Disc_3;13.0;0.04188799858093262
+1D Interval_9;2D Disc_4;9.0;0.04188942909240723
+1D Interval_9;2D Disc_5;14.0;0.042179107666015625
+1D Interval_9;2D Disc_6;12.0;0.041964054107666016
+1D Interval_9;2D Disc_7;11.0;0.04231595993041992
+1D Interval_9;2D Disc_8;14.0;0.041886329650878906
+1D Interval_9;2D Disc_9;6.0;0.04089236259460449
+1D Interval_9;3D Cube_0;8.0;0.0440220832824707
+1D Interval_9;3D Cube_1;13.0;0.0418851375579834
+1D Interval_9;3D Cube_2;14.0;0.04188942909240723
+1D Interval_9;3D Cube_3;11.0;0.04188823699951172
+1D Interval_9;3D Cube_4;9.0;0.04088950157165527
+1D Interval_9;3D Cube_5;7.0;0.04288506507873535
+1D Interval_9;3D Cube_6;13.0;0.04196429252624512
+1D Interval_9;3D Cube_7;11.0;0.04192495346069336
+1D Interval_9;3D Cube_8;14.0;0.0420379638671875
+1D Interval_9;3D Cube_9;11.0;0.041886091232299805
+1D Interval_9;2D Sphere_0;16.0;0.04188823699951172
+1D Interval_9;2D Sphere_1;14.0;0.0420072078704834
+1D Interval_9;2D Sphere_2;5.0;0.04189252853393555
+1D Interval_9;2D Sphere_3;13.0;0.042875051498413086
+1D Interval_9;2D Sphere_4;13.0;0.041893720626831055
+1D Interval_9;2D Sphere_5;15.0;0.04089045524597168
+1D Interval_9;2D Sphere_6;14.0;0.04189300537109375
+1D Interval_9;2D Sphere_7;14.0;0.040885210037231445
+1D Interval_9;2D Sphere_8;7.0;0.04089093208312988
+1D Interval_9;2D Sphere_9;13.0;0.04188823699951172
+1D Interval_9;3D Sphere_0;10.0;0.04089069366455078
+1D Interval_9;3D Sphere_1;14.0;0.04188728332519531
+1D Interval_9;3D Sphere_2;13.0;0.04089069366455078
+1D Interval_9;3D Sphere_3;12.0;0.04188823699951172
+1D Interval_9;3D Sphere_4;11.0;0.0408930778503418
+1D Interval_9;3D Sphere_5;16.0;0.04188656806945801
+1D Interval_9;3D Sphere_6;13.0;0.04088997840881348
+1D Interval_9;3D Sphere_7;10.0;0.041887521743774414
+1D Interval_9;3D Sphere_8;12.0;0.04089093208312988
+1D Interval_9;3D Sphere_9;13.0;0.041890859603881836
+1D Interval_9;Urn culture_id 0.1_0;13.0;0.04088878631591797
+1D Interval_9;Urn culture_id 0.1_1;14.0;0.04188704490661621
+1D Interval_9;Urn culture_id 0.1_2;15.0;0.04102611541748047
+1D Interval_9;Urn culture_id 0.1_3;13.0;0.040892601013183594
+1D Interval_9;Urn culture_id 0.1_4;17.0;0.040888309478759766
+1D Interval_9;Urn culture_id 0.1_5;12.0;0.042939186096191406
+1D Interval_9;Urn culture_id 0.1_6;14.0;0.041887760162353516
+1D Interval_9;Urn culture_id 0.1_7;14.0;0.0408937931060791
+1D Interval_9;Urn culture_id 0.1_8;13.0;0.040888071060180664
+1D Interval_9;Urn culture_id 0.1_9;12.0;0.04189109802246094
+1D Interval_9;Norm-Mallows 0.5_0;15.0;0.04088711738586426
+1D Interval_9;Norm-Mallows 0.5_1;12.0;0.040891408920288086
+1D Interval_9;Norm-Mallows 0.5_2;15.0;0.041887521743774414
+1D Interval_9;Norm-Mallows 0.5_3;13.0;0.040892601013183594
+1D Interval_9;Norm-Mallows 0.5_4;16.0;0.04088878631591797
+1D Interval_9;Norm-Mallows 0.5_5;16.0;0.041890621185302734
+1D Interval_9;Norm-Mallows 0.5_6;12.0;0.04210162162780762
+1D Interval_9;Norm-Mallows 0.5_7;13.0;0.04210782051086426
+1D Interval_9;Norm-Mallows 0.5_8;11.0;0.04089474678039551
+1D Interval_9;Norm-Mallows 0.5_9;14.0;0.041887521743774414
+1D Interval_9;Urn culture_id (gamma)_0;17.0;0.041884660720825195
+1D Interval_9;Urn culture_id (gamma)_1;16.0;0.04188895225524902
+1D Interval_9;Urn culture_id (gamma)_2;15.0;0.04089784622192383
+1D Interval_9;Urn culture_id (gamma)_3;11.0;0.041966915130615234
+1D Interval_9;Urn culture_id (gamma)_4;14.0;0.041887760162353516
+1D Interval_9;Urn culture_id (gamma)_5;15.0;0.040892839431762695
+1D Interval_9;Urn culture_id (gamma)_6;17.0;0.041925907135009766
+1D Interval_9;Urn culture_id (gamma)_7;16.0;0.04198741912841797
+1D Interval_9;Urn culture_id (gamma)_8;13.0;0.041892290115356445
+1D Interval_9;Urn culture_id (gamma)_9;14.0;0.041996002197265625
+1D Interval_9;ID;23.0;0.04188823699951172
+1D Interval_9;UN_0;17.0;0.04188942909240723
+1D Interval_9;UN_1;16.0;0.0418550968170166
+1D Interval_9;UN_2;17.0;0.04192018508911133
+1D Interval_9;UN_3;18.0;0.04089236259460449
+1D Interval_9;AN;13.0;0.041886329650878906
+2D Disc_0;2D Disc_1;12.0;0.04089164733886719
+2D Disc_0;2D Disc_2;16.0;0.04188656806945801
+2D Disc_0;2D Disc_3;15.0;0.040891408920288086
+2D Disc_0;2D Disc_4;15.0;0.040889739990234375
+2D Disc_0;2D Disc_5;12.0;0.0408933162689209
+2D Disc_0;2D Disc_6;12.0;0.0408930778503418
+2D Disc_0;2D Disc_7;11.0;0.04088592529296875
+2D Disc_0;2D Disc_8;10.0;0.03989267349243164
+2D Disc_0;2D Disc_9;10.0;0.04089212417602539
+2D Disc_0;3D Cube_0;10.0;0.04088926315307617
+2D Disc_0;3D Cube_1;13.0;0.04089212417602539
+2D Disc_0;3D Cube_2;10.0;0.04089045524597168
+2D Disc_0;3D Cube_3;13.0;0.04088950157165527
+2D Disc_0;3D Cube_4;11.0;0.03989362716674805
+2D Disc_0;3D Cube_5;13.0;0.04089713096618652
+2D Disc_0;3D Cube_6;11.0;0.041016578674316406
+2D Disc_0;3D Cube_7;7.0;0.043981313705444336
+2D Disc_0;3D Cube_8;14.0;0.04185652732849121
+2D Disc_0;3D Cube_9;13.0;0.04092216491699219
+2D Disc_0;2D Sphere_0;10.0;0.04085946083068848
+2D Disc_0;2D Sphere_1;10.0;0.04092121124267578
+2D Disc_0;2D Sphere_2;13.0;0.04189109802246094
+2D Disc_0;2D Sphere_3;9.0;0.04088950157165527
+2D Disc_0;2D Sphere_4;13.0;0.04088902473449707
+2D Disc_0;2D Sphere_5;11.0;0.0408933162689209
+2D Disc_0;2D Sphere_6;10.0;0.040888071060180664
+2D Disc_0;2D Sphere_7;14.0;0.041887521743774414
+2D Disc_0;2D Sphere_8;9.0;0.04089212417602539
+2D Disc_0;2D Sphere_9;13.0;0.04188895225524902
+2D Disc_0;3D Sphere_0;12.0;0.04088878631591797
+2D Disc_0;3D Sphere_1;12.0;0.04188799858093262
+2D Disc_0;3D Sphere_2;11.0;0.04089188575744629
+2D Disc_0;3D Sphere_3;8.0;0.0408937931060791
+2D Disc_0;3D Sphere_4;15.0;0.041886329650878906
+2D Disc_0;3D Sphere_5;12.0;0.04088854789733887
+2D Disc_0;3D Sphere_6;11.0;0.041974544525146484
+2D Disc_0;3D Sphere_7;12.0;0.04088759422302246
+2D Disc_0;3D Sphere_8;14.0;0.04089021682739258
+2D Disc_0;3D Sphere_9;13.0;0.041887521743774414
+2D Disc_0;Urn culture_id 0.1_0;13.0;0.040891408920288086
+2D Disc_0;Urn culture_id 0.1_1;14.0;0.04095721244812012
+2D Disc_0;Urn culture_id 0.1_2;17.0;0.041889190673828125
+2D Disc_0;Urn culture_id 0.1_3;13.0;0.040996551513671875
+2D Disc_0;Urn culture_id 0.1_4;15.0;0.04089236259460449
+2D Disc_0;Urn culture_id 0.1_5;14.0;0.0408935546875
+2D Disc_0;Urn culture_id 0.1_6;12.0;0.04088640213012695
+2D Disc_0;Urn culture_id 0.1_7;10.0;0.041047096252441406
+2D Disc_0;Urn culture_id 0.1_8;13.0;0.04089665412902832
+2D Disc_0;Urn culture_id 0.1_9;16.0;0.04088473320007324
+2D Disc_0;Norm-Mallows 0.5_0;9.0;0.04089093208312988
+2D Disc_0;Norm-Mallows 0.5_1;14.0;0.04089164733886719
+2D Disc_0;Norm-Mallows 0.5_2;13.0;0.04188680648803711
+2D Disc_0;Norm-Mallows 0.5_3;15.0;0.040895938873291016
+2D Disc_0;Norm-Mallows 0.5_4;10.0;0.040885210037231445
+2D Disc_0;Norm-Mallows 0.5_5;10.0;0.0408937931060791
+2D Disc_0;Norm-Mallows 0.5_6;12.0;0.04088878631591797
+2D Disc_0;Norm-Mallows 0.5_7;13.0;0.040889739990234375
+2D Disc_0;Norm-Mallows 0.5_8;13.0;0.04089188575744629
+2D Disc_0;Norm-Mallows 0.5_9;12.0;0.04088926315307617
+2D Disc_0;Urn culture_id (gamma)_0;11.0;0.04089045524597168
+2D Disc_0;Urn culture_id (gamma)_1;14.0;0.039893388748168945
+2D Disc_0;Urn culture_id (gamma)_2;9.0;0.04089188575744629
+2D Disc_0;Urn culture_id (gamma)_3;11.0;0.04088997840881348
+2D Disc_0;Urn culture_id (gamma)_4;10.0;0.04089236259460449
+2D Disc_0;Urn culture_id (gamma)_5;15.0;0.03995847702026367
+2D Disc_0;Urn culture_id (gamma)_6;13.0;0.040892839431762695
+2D Disc_0;Urn culture_id (gamma)_7;14.0;0.04188704490661621
+2D Disc_0;Urn culture_id (gamma)_8;9.0;0.04089188575744629
+2D Disc_0;Urn culture_id (gamma)_9;14.0;0.039893388748168945
+2D Disc_0;ID;21.0;0.04088950157165527
+2D Disc_0;UN_0;15.0;0.04088234901428223
+2D Disc_0;UN_1;14.0;0.04090070724487305
+2D Disc_0;UN_2;15.0;0.039893150329589844
+2D Disc_0;UN_3;16.0;0.04088759422302246
+2D Disc_0;AN;17.0;0.040892839431762695
+2D Disc_1;2D Disc_2;14.0;0.04088854789733887
+2D Disc_1;2D Disc_3;17.0;0.04199647903442383
+2D Disc_1;2D Disc_4;17.0;0.0408933162689209
+2D Disc_1;2D Disc_5;10.0;0.041014671325683594
+2D Disc_1;2D Disc_6;12.0;0.04226112365722656
+2D Disc_1;2D Disc_7;7.0;0.0408937931060791
+2D Disc_1;2D Disc_8;10.0;0.041887760162353516
+2D Disc_1;2D Disc_9;12.0;0.04103994369506836
+2D Disc_1;3D Cube_0;8.0;0.04089069366455078
+2D Disc_1;3D Cube_1;7.0;0.04188942909240723
+2D Disc_1;3D Cube_2;14.0;0.04088854789733887
+2D Disc_1;3D Cube_3;17.0;0.041889190673828125
+2D Disc_1;3D Cube_4;9.0;0.04088997840881348
+2D Disc_1;3D Cube_5;13.0;0.04188799858093262
+2D Disc_1;3D Cube_6;11.0;0.040955305099487305
+2D Disc_1;3D Cube_7;13.0;0.04285383224487305
+2D Disc_1;3D Cube_8;10.0;0.04092097282409668
+2D Disc_1;3D Cube_9;13.0;0.04188847541809082
+2D Disc_1;2D Sphere_0;12.0;0.04089093208312988
+2D Disc_1;2D Sphere_1;10.0;0.04188799858093262
+2D Disc_1;2D Sphere_2;7.0;0.04089021682739258
+2D Disc_1;2D Sphere_3;15.0;0.04188871383666992
+2D Disc_1;2D Sphere_4;11.0;0.04089236259460449
+2D Disc_1;2D Sphere_5;11.0;0.04089212417602539
+2D Disc_1;2D Sphere_6;12.0;0.0418851375579834
+2D Disc_1;2D Sphere_7;12.0;0.04088997840881348
+2D Disc_1;2D Sphere_8;9.0;0.04188799858093262
+2D Disc_1;2D Sphere_9;13.0;0.04089069366455078
+2D Disc_1;3D Sphere_0;14.0;0.04188823699951172
+2D Disc_1;3D Sphere_1;12.0;0.04104280471801758
+2D Disc_1;3D Sphere_2;11.0;0.04189038276672363
+2D Disc_1;3D Sphere_3;10.0;0.04088950157165527
+2D Disc_1;3D Sphere_4;13.0;0.04088950157165527
+2D Disc_1;3D Sphere_5;16.0;0.04188847541809082
+2D Disc_1;3D Sphere_6;11.0;0.040892839431762695
+2D Disc_1;3D Sphere_7;10.0;0.04188656806945801
+2D Disc_1;3D Sphere_8;10.0;0.04089212417602539
+2D Disc_1;3D Sphere_9;11.0;0.0418848991394043
+2D Disc_1;Urn culture_id 0.1_0;13.0;0.04102492332458496
+2D Disc_1;Urn culture_id 0.1_1;12.0;0.04188942909240723
+2D Disc_1;Urn culture_id 0.1_2;19.0;0.041886091232299805
+2D Disc_1;Urn culture_id 0.1_3;13.0;0.041887760162353516
+2D Disc_1;Urn culture_id 0.1_4;25.0;0.04188799858093262
+2D Disc_1;Urn culture_id 0.1_5;18.0;0.041890621185302734
+2D Disc_1;Urn culture_id 0.1_6;12.0;0.0418858528137207
+2D Disc_1;Urn culture_id 0.1_7;14.0;0.041887760162353516
+2D Disc_1;Urn culture_id 0.1_8;9.0;0.04188847541809082
+2D Disc_1;Urn culture_id 0.1_9;16.0;0.04188990592956543
+2D Disc_1;Norm-Mallows 0.5_0;17.0;0.041886329650878906
+2D Disc_1;Norm-Mallows 0.5_1;14.0;0.04188799858093262
+2D Disc_1;Norm-Mallows 0.5_2;15.0;0.040892601013183594
+2D Disc_1;Norm-Mallows 0.5_3;19.0;0.04204273223876953
+2D Disc_1;Norm-Mallows 0.5_4;12.0;0.04188799858093262
+2D Disc_1;Norm-Mallows 0.5_5;14.0;0.04188799858093262
+2D Disc_1;Norm-Mallows 0.5_6;18.0;0.04188728332519531
+2D Disc_1;Norm-Mallows 0.5_7;15.0;0.04188799858093262
+2D Disc_1;Norm-Mallows 0.5_8;11.0;0.040891170501708984
+2D Disc_1;Norm-Mallows 0.5_9;14.0;0.041887521743774414
+2D Disc_1;Urn culture_id (gamma)_0;15.0;0.04188942909240723
+2D Disc_1;Urn culture_id (gamma)_1;12.0;0.04188895225524902
+2D Disc_1;Urn culture_id (gamma)_2;11.0;0.0418858528137207
+2D Disc_1;Urn culture_id (gamma)_3;11.0;0.04101824760437012
+2D Disc_1;Urn culture_id (gamma)_4;12.0;0.04295825958251953
+2D Disc_1;Urn culture_id (gamma)_5;11.0;0.04288792610168457
+2D Disc_1;Urn culture_id (gamma)_6;13.0;0.041890621185302734
+2D Disc_1;Urn culture_id (gamma)_7;12.0;0.04188656806945801
+2D Disc_1;Urn culture_id (gamma)_8;11.0;0.04188704490661621
+2D Disc_1;Urn culture_id (gamma)_9;10.0;0.04189276695251465
+2D Disc_1;ID;29.0;0.04188656806945801
+2D Disc_1;UN_0;11.0;0.041884660720825195
+2D Disc_1;UN_1;10.0;0.04189157485961914
+2D Disc_1;UN_2;11.0;0.04188418388366699
+2D Disc_1;UN_3;12.0;0.04189896583557129
+2D Disc_1;AN;11.0;0.04192042350769043
+2D Disc_2;2D Disc_3;13.0;0.04089236259460449
+2D Disc_2;2D Disc_4;11.0;0.0418851375579834
+2D Disc_2;2D Disc_5;12.0;0.04188823699951172
+2D Disc_2;2D Disc_6;12.0;0.04188799858093262
+2D Disc_2;2D Disc_7;13.0;0.04089069366455078
+2D Disc_2;2D Disc_8;12.0;0.04188871383666992
+2D Disc_2;2D Disc_9;12.0;0.041855812072753906
+2D Disc_2;3D Cube_0;8.0;0.040921926498413086
+2D Disc_2;3D Cube_1;13.0;0.04188942909240723
+2D Disc_2;3D Cube_2;18.0;0.04188895225524902
+2D Disc_2;3D Cube_3;9.0;0.0418550968170166
+2D Disc_2;3D Cube_4;9.0;0.04191899299621582
+2D Disc_2;3D Cube_5;11.0;0.04088997840881348
+2D Disc_2;3D Cube_6;11.0;0.04203963279724121
+2D Disc_2;3D Cube_7;13.0;0.0409243106842041
+2D Disc_2;3D Cube_8;14.0;0.041889190673828125
+2D Disc_2;3D Cube_9;15.0;0.040888309478759766
+2D Disc_2;2D Sphere_0;14.0;0.04089045524597168
+2D Disc_2;2D Sphere_1;10.0;0.04188871383666992
+2D Disc_2;2D Sphere_2;11.0;0.040892601013183594
+2D Disc_2;2D Sphere_3;15.0;0.0418853759765625
+2D Disc_2;2D Sphere_4;11.0;0.0408935546875
+2D Disc_2;2D Sphere_5;13.0;0.040888309478759766
+2D Disc_2;2D Sphere_6;12.0;0.04189014434814453
+2D Disc_2;2D Sphere_7;8.0;0.041887760162353516
+2D Disc_2;2D Sphere_8;11.0;0.04188656806945801
+2D Disc_2;2D Sphere_9;11.0;0.040892601013183594
+2D Disc_2;3D Sphere_0;14.0;0.0418851375579834
+2D Disc_2;3D Sphere_1;12.0;0.04089689254760742
+2D Disc_2;3D Sphere_2;15.0;0.041884422302246094
+2D Disc_2;3D Sphere_3;16.0;0.0418858528137207
+2D Disc_2;3D Sphere_4;13.0;0.04188799858093262
+2D Disc_2;3D Sphere_5;14.0;0.04089045524597168
+2D Disc_2;3D Sphere_6;15.0;0.041887760162353516
+2D Disc_2;3D Sphere_7;14.0;0.04188823699951172
+2D Disc_2;3D Sphere_8;16.0;0.040891408920288086
+2D Disc_2;3D Sphere_9;11.0;0.04188728332519531
+2D Disc_2;Urn culture_id 0.1_0;15.0;0.04191756248474121
+2D Disc_2;Urn culture_id 0.1_1;12.0;0.041887521743774414
+2D Disc_2;Urn culture_id 0.1_2;11.0;0.04188966751098633
+2D Disc_2;Urn culture_id 0.1_3;13.0;0.04188656806945801
+2D Disc_2;Urn culture_id 0.1_4;21.0;0.04089045524597168
+2D Disc_2;Urn culture_id 0.1_5;14.0;0.04188799858093262
+2D Disc_2;Urn culture_id 0.1_6;12.0;0.04089069366455078
+2D Disc_2;Urn culture_id 0.1_7;14.0;0.041887521743774414
+2D Disc_2;Urn culture_id 0.1_8;17.0;0.04188895225524902
+2D Disc_2;Urn culture_id 0.1_9;12.0;0.041887760162353516
+2D Disc_2;Norm-Mallows 0.5_0;13.0;0.04089045524597168
+2D Disc_2;Norm-Mallows 0.5_1;12.0;0.041893720626831055
+2D Disc_2;Norm-Mallows 0.5_2;13.0;0.044176340103149414
+2D Disc_2;Norm-Mallows 0.5_3;11.0;0.04188823699951172
+2D Disc_2;Norm-Mallows 0.5_4;14.0;0.04188990592956543
+2D Disc_2;Norm-Mallows 0.5_5;8.0;0.04088854789733887
+2D Disc_2;Norm-Mallows 0.5_6;12.0;0.04189276695251465
+2D Disc_2;Norm-Mallows 0.5_7;9.0;0.0418858528137207
+2D Disc_2;Norm-Mallows 0.5_8;13.0;0.04288530349731445
+2D Disc_2;Norm-Mallows 0.5_9;8.0;0.0418851375579834
+2D Disc_2;Urn culture_id (gamma)_0;13.0;0.04188799858093262
+2D Disc_2;Urn culture_id (gamma)_1;14.0;0.04188823699951172
+2D Disc_2;Urn culture_id (gamma)_2;15.0;0.04189157485961914
+2D Disc_2;Urn culture_id (gamma)_3;13.0;0.04089188575744629
+2D Disc_2;Urn culture_id (gamma)_4;16.0;0.04287862777709961
+2D Disc_2;Urn culture_id (gamma)_5;17.0;0.04092144966125488
+2D Disc_2;Urn culture_id (gamma)_6;15.0;0.04188799858093262
+2D Disc_2;Urn culture_id (gamma)_7;16.0;0.04089021682739258
+2D Disc_2;Urn culture_id (gamma)_8;15.0;0.04188799858093262
+2D Disc_2;Urn culture_id (gamma)_9;14.0;0.04089093208312988
+2D Disc_2;ID;21.0;0.04188728332519531
+2D Disc_2;UN_0;17.0;0.040894508361816406
+2D Disc_2;UN_1;16.0;0.0418848991394043
+2D Disc_2;UN_2;17.0;0.0408930778503418
+2D Disc_2;UN_3;18.0;0.04098320007324219
+2D Disc_2;AN;15.0;0.04188847541809082
+2D Disc_3;2D Disc_4;8.0;0.04189109802246094
+2D Disc_3;2D Disc_5;11.0;0.04188728332519531
+2D Disc_3;2D Disc_6;13.0;0.0418851375579834
+2D Disc_3;2D Disc_7;12.0;0.04188847541809082
+2D Disc_3;2D Disc_8;17.0;0.04189443588256836
+2D Disc_3;2D Disc_9;13.0;0.04203081130981445
+2D Disc_3;3D Cube_0;15.0;0.0419764518737793
+2D Disc_3;3D Cube_1;16.0;0.04189276695251465
+2D Disc_3;3D Cube_2;13.0;0.041879892349243164
+2D Disc_3;3D Cube_3;10.0;0.0408933162689209
+2D Disc_3;3D Cube_4;10.0;0.04288625717163086
+2D Disc_3;3D Cube_5;12.0;0.04188680648803711
+2D Disc_3;3D Cube_6;12.0;0.041883230209350586
+2D Disc_3;3D Cube_7;16.0;0.04291701316833496
+2D Disc_3;3D Cube_8;13.0;0.04188895225524902
+2D Disc_3;3D Cube_9;16.0;0.04188942909240723
+2D Disc_3;2D Sphere_0;17.0;0.042884111404418945
+2D Disc_3;2D Sphere_1;13.0;0.04188728332519531
+2D Disc_3;2D Sphere_2;16.0;0.041890859603881836
+2D Disc_3;2D Sphere_3;10.0;0.04288172721862793
+2D Disc_3;2D Sphere_4;16.0;0.04188847541809082
+2D Disc_3;2D Sphere_5;14.0;0.04188895225524902
+2D Disc_3;2D Sphere_6;9.0;0.04288434982299805
+2D Disc_3;2D Sphere_7;17.0;0.041889190673828125
+2D Disc_3;2D Sphere_8;14.0;0.04288458824157715
+2D Disc_3;2D Sphere_9;8.0;0.04188990592956543
+2D Disc_3;3D Sphere_0;5.0;0.042883872985839844
+2D Disc_3;3D Sphere_1;15.0;0.041887521743774414
+2D Disc_3;3D Sphere_2;12.0;0.04189157485961914
+2D Disc_3;3D Sphere_3;13.0;0.0429990291595459
+2D Disc_3;3D Sphere_4;12.0;0.04188799858093262
+2D Disc_3;3D Sphere_5;9.0;0.04288530349731445
+2D Disc_3;3D Sphere_6;18.0;0.04188871383666992
+2D Disc_3;3D Sphere_7;15.0;0.04288482666015625
+2D Disc_3;3D Sphere_8;17.0;0.042027950286865234
+2D Disc_3;3D Sphere_9;14.0;0.04394078254699707
+2D Disc_3;Urn culture_id 0.1_0;14.0;0.04288482666015625
+2D Disc_3;Urn culture_id 0.1_1;13.0;0.042884111404418945
+2D Disc_3;Urn culture_id 0.1_2;10.0;0.04188942909240723
+2D Disc_3;Urn culture_id 0.1_3;10.0;0.04288506507873535
+2D Disc_3;Urn culture_id 0.1_4;12.0;0.0418546199798584
+2D Disc_3;Urn culture_id 0.1_5;11.0;0.041919708251953125
+2D Disc_3;Urn culture_id 0.1_6;15.0;0.04288482666015625
+2D Disc_3;Urn culture_id 0.1_7;13.0;0.04188847541809082
+2D Disc_3;Urn culture_id 0.1_8;20.0;0.04288530349731445
+2D Disc_3;Urn culture_id 0.1_9;9.0;0.041887760162353516
+2D Disc_3;Norm-Mallows 0.5_0;10.0;0.04188990592956543
+2D Disc_3;Norm-Mallows 0.5_1;3.0;0.04288339614868164
+2D Disc_3;Norm-Mallows 0.5_2;12.0;0.04189014434814453
+2D Disc_3;Norm-Mallows 0.5_3;6.0;0.041886329650878906
+2D Disc_3;Norm-Mallows 0.5_4;11.0;0.04188799858093262
+2D Disc_3;Norm-Mallows 0.5_5;9.0;0.041887760162353516
+2D Disc_3;Norm-Mallows 0.5_6;9.0;0.04293489456176758
+2D Disc_3;Norm-Mallows 0.5_7;12.0;0.04299664497375488
+2D Disc_3;Norm-Mallows 0.5_8;10.0;0.041889190673828125
+2D Disc_3;Norm-Mallows 0.5_9;11.0;0.04288482666015625
+2D Disc_3;Urn culture_id (gamma)_0;12.0;0.042005300521850586
+2D Disc_3;Urn culture_id (gamma)_1;17.0;0.04288530349731445
+2D Disc_3;Urn culture_id (gamma)_2;14.0;0.041887760162353516
+2D Disc_3;Urn culture_id (gamma)_3;10.0;0.042905569076538086
+2D Disc_3;Urn culture_id (gamma)_4;17.0;0.04291367530822754
+2D Disc_3;Urn culture_id (gamma)_5;20.0;0.04189014434814453
+2D Disc_3;Urn culture_id (gamma)_6;16.0;0.04188799858093262
+2D Disc_3;Urn culture_id (gamma)_7;19.0;0.041889190673828125
+2D Disc_3;Urn culture_id (gamma)_8;14.0;0.0428922176361084
+2D Disc_3;Urn culture_id (gamma)_9;17.0;0.041882991790771484
+2D Disc_3;ID;14.0;0.041887760162353516
+2D Disc_3;UN_0;20.0;0.0418853759765625
+2D Disc_3;UN_1;21.0;0.042885541915893555
+2D Disc_3;UN_2;22.0;0.04188895225524902
+2D Disc_3;UN_3;21.0;0.04189157485961914
+2D Disc_3;AN;24.0;0.041886329650878906
+2D Disc_4;2D Disc_5;15.0;0.04288744926452637
+2D Disc_4;2D Disc_6;13.0;0.04288029670715332
+2D Disc_4;2D Disc_7;14.0;0.042885541915893555
+2D Disc_4;2D Disc_8;17.0;0.042891502380371094
+2D Disc_4;2D Disc_9;11.0;0.04287910461425781
+2D Disc_4;3D Cube_0;15.0;0.04288506507873535
+2D Disc_4;3D Cube_1;18.0;0.04288935661315918
+2D Disc_4;3D Cube_2;15.0;0.04288339614868164
+2D Disc_4;3D Cube_3;6.0;0.042885780334472656
+2D Disc_4;3D Cube_4;12.0;0.042882680892944336
+2D Disc_4;3D Cube_5;10.0;0.04288506507873535
+2D Disc_4;3D Cube_6;14.0;0.04398202896118164
+2D Disc_4;3D Cube_7;18.0;0.042922258377075195
+2D Disc_4;3D Cube_8;15.0;0.042885780334472656
+2D Disc_4;3D Cube_9;18.0;0.04288530349731445
+2D Disc_4;2D Sphere_0;19.0;0.04288482666015625
+2D Disc_4;2D Sphere_1;13.0;0.042885541915893555
+2D Disc_4;2D Sphere_2;14.0;0.042885541915893555
+2D Disc_4;2D Sphere_3;12.0;0.04288840293884277
+2D Disc_4;2D Sphere_4;16.0;0.04387974739074707
+2D Disc_4;2D Sphere_5;16.0;0.042885541915893555
+2D Disc_4;2D Sphere_6;13.0;0.04288434982299805
+2D Disc_4;2D Sphere_7;17.0;0.04288530349731445
+2D Disc_4;2D Sphere_8;12.0;0.04288816452026367
+2D Disc_4;2D Sphere_9;10.0;0.04322481155395508
+2D Disc_4;3D Sphere_0;7.0;0.04288482666015625
+2D Disc_4;3D Sphere_1;15.0;0.04288315773010254
+2D Disc_4;3D Sphere_2;16.0;0.042885541915893555
+2D Disc_4;3D Sphere_3;15.0;0.04288744926452637
+2D Disc_4;3D Sphere_4;14.0;0.042884111404418945
+2D Disc_4;3D Sphere_5;15.0;0.04288458824157715
+2D Disc_4;3D Sphere_6;18.0;0.04285311698913574
+2D Disc_4;3D Sphere_7;11.0;0.043964385986328125
+2D Disc_4;3D Sphere_8;19.0;0.04300498962402344
+2D Disc_4;3D Sphere_9;16.0;0.04388070106506348
+2D Disc_4;Urn culture_id 0.1_0;14.0;0.042879581451416016
+2D Disc_4;Urn culture_id 0.1_1;13.0;0.04291844367980957
+2D Disc_4;Urn culture_id 0.1_2;12.0;0.04288649559020996
+2D Disc_4;Urn culture_id 0.1_3;14.0;0.042882680892944336
+2D Disc_4;Urn culture_id 0.1_4;12.0;0.04188823699951172
+2D Disc_4;Urn culture_id 0.1_5;17.0;0.04288482666015625
+2D Disc_4;Urn culture_id 0.1_6;13.0;0.04288649559020996
+2D Disc_4;Urn culture_id 0.1_7;15.0;0.042955636978149414
+2D Disc_4;Urn culture_id 0.1_8;18.0;0.04288458824157715
+2D Disc_4;Urn culture_id 0.1_9;11.0;0.042885780334472656
+2D Disc_4;Norm-Mallows 0.5_0;14.0;0.04288530349731445
+2D Disc_4;Norm-Mallows 0.5_1;9.0;0.04288887977600098
+2D Disc_4;Norm-Mallows 0.5_2;14.0;0.04288530349731445
+2D Disc_4;Norm-Mallows 0.5_3;10.0;0.04288172721862793
+2D Disc_4;Norm-Mallows 0.5_4;15.0;0.042885780334472656
+2D Disc_4;Norm-Mallows 0.5_5;11.0;0.04288482666015625
+2D Disc_4;Norm-Mallows 0.5_6;7.0;0.04288601875305176
+2D Disc_4;Norm-Mallows 0.5_7;12.0;0.04288482666015625
+2D Disc_4;Norm-Mallows 0.5_8;14.0;0.04288625717163086
+2D Disc_4;Norm-Mallows 0.5_9;11.0;0.042891740798950195
+2D Disc_4;Urn culture_id (gamma)_0;18.0;0.04288077354431152
+2D Disc_4;Urn culture_id (gamma)_1;19.0;0.043045997619628906
+2D Disc_4;Urn culture_id (gamma)_2;16.0;0.042885541915893555
+2D Disc_4;Urn culture_id (gamma)_3;12.0;0.04299211502075195
+2D Disc_4;Urn culture_id (gamma)_4;19.0;0.04288482666015625
+2D Disc_4;Urn culture_id (gamma)_5;20.0;0.04288768768310547
+2D Disc_4;Urn culture_id (gamma)_6;20.0;0.04288506507873535
+2D Disc_4;Urn culture_id (gamma)_7;19.0;0.04288506507873535
+2D Disc_4;Urn culture_id (gamma)_8;16.0;0.04288458824157715
+2D Disc_4;Urn culture_id (gamma)_9;17.0;0.04288530349731445
+2D Disc_4;ID;14.0;0.04288506507873535
+2D Disc_4;UN_0;22.0;0.04288458824157715
+2D Disc_4;UN_1;21.0;0.042885541915893555
+2D Disc_4;UN_2;22.0;0.04288744926452637
+2D Disc_4;UN_3;21.0;0.04288482666015625
+2D Disc_4;AN;22.0;0.04288482666015625
+2D Disc_5;2D Disc_6;14.0;0.04288458824157715
+2D Disc_5;2D Disc_7;5.0;0.04388260841369629
+2D Disc_5;2D Disc_8;12.0;0.042887210845947266
+2D Disc_5;2D Disc_9;14.0;0.04288482666015625
+2D Disc_5;3D Cube_0;12.0;0.04388761520385742
+2D Disc_5;3D Cube_1;15.0;0.04287886619567871
+2D Disc_5;3D Cube_2;14.0;0.042885541915893555
+2D Disc_5;3D Cube_3;15.0;0.042887210845947266
+2D Disc_5;3D Cube_4;11.0;0.04388093948364258
+2D Disc_5;3D Cube_5;11.0;0.045876502990722656
+2D Disc_5;3D Cube_6;11.0;0.04385018348693848
+2D Disc_5;3D Cube_7;13.0;0.04388260841369629
+2D Disc_5;3D Cube_8;14.0;0.042885541915893555
+2D Disc_5;3D Cube_9;9.0;0.04388236999511719
+2D Disc_5;2D Sphere_0;10.0;0.04388260841369629
+2D Disc_5;2D Sphere_1;10.0;0.04299139976501465
+2D Disc_5;2D Sphere_2;13.0;0.043031930923461914
+2D Disc_5;2D Sphere_3;13.0;0.043848276138305664
+2D Disc_5;2D Sphere_4;13.0;0.04291677474975586
+2D Disc_5;2D Sphere_5;11.0;0.04288744926452637
+2D Disc_5;2D Sphere_6;10.0;0.04388070106506348
+2D Disc_5;2D Sphere_7;12.0;0.04288530349731445
+2D Disc_5;2D Sphere_8;13.0;0.04288530349731445
+2D Disc_5;2D Sphere_9;7.0;0.04288530349731445
+2D Disc_5;3D Sphere_0;12.0;0.043883323669433594
+2D Disc_5;3D Sphere_1;16.0;0.0430140495300293
+2D Disc_5;3D Sphere_2;13.0;0.04288363456726074
+2D Disc_5;3D Sphere_3;8.0;0.04388594627380371
+2D Disc_5;3D Sphere_4;11.0;0.04288530349731445
+2D Disc_5;3D Sphere_5;10.0;0.04388022422790527
+2D Disc_5;3D Sphere_6;15.0;0.04288625717163086
+2D Disc_5;3D Sphere_7;14.0;0.04288768768310547
+2D Disc_5;3D Sphere_8;10.0;0.0438840389251709
+2D Disc_5;3D Sphere_9;13.0;0.043880462646484375
+2D Disc_5;Urn culture_id 0.1_0;15.0;0.043881893157958984
+2D Disc_5;Urn culture_id 0.1_1;14.0;0.04391670227050781
+2D Disc_5;Urn culture_id 0.1_2;15.0;0.04301571846008301
+2D Disc_5;Urn culture_id 0.1_3;11.0;0.04388070106506348
+2D Disc_5;Urn culture_id 0.1_4;17.0;0.042885541915893555
+2D Disc_5;Urn culture_id 0.1_5;14.0;0.04387950897216797
+2D Disc_5;Urn culture_id 0.1_6;12.0;0.043884992599487305
+2D Disc_5;Urn culture_id 0.1_7;14.0;0.042886972427368164
+2D Disc_5;Urn culture_id 0.1_8;15.0;0.043885231018066406
+2D Disc_5;Urn culture_id 0.1_9;12.0;0.04400467872619629
+2D Disc_5;Norm-Mallows 0.5_0;17.0;0.04288363456726074
+2D Disc_5;Norm-Mallows 0.5_1;8.0;0.043885231018066406
+2D Disc_5;Norm-Mallows 0.5_2;13.0;0.04387974739074707
+2D Disc_5;Norm-Mallows 0.5_3;13.0;0.042885541915893555
+2D Disc_5;Norm-Mallows 0.5_4;8.0;0.0438840389251709
+2D Disc_5;Norm-Mallows 0.5_5;12.0;0.042883872985839844
+2D Disc_5;Norm-Mallows 0.5_6;14.0;0.0438847541809082
+2D Disc_5;Norm-Mallows 0.5_7;15.0;0.04388022422790527
+2D Disc_5;Norm-Mallows 0.5_8;11.0;0.04288506507873535
+2D Disc_5;Norm-Mallows 0.5_9;14.0;0.04388546943664551
+2D Disc_5;Urn culture_id (gamma)_0;13.0;0.04387998580932617
+2D Disc_5;Urn culture_id (gamma)_1;14.0;0.043884992599487305
+2D Disc_5;Urn culture_id (gamma)_2;11.0;0.04387998580932617
+2D Disc_5;Urn culture_id (gamma)_3;11.0;0.04388546943664551
+2D Disc_5;Urn culture_id (gamma)_4;12.0;0.04291701316833496
+2D Disc_5;Urn culture_id (gamma)_5;17.0;0.04387950897216797
+2D Disc_5;Urn culture_id (gamma)_6;15.0;0.04388546943664551
+2D Disc_5;Urn culture_id (gamma)_7;18.0;0.043880462646484375
+2D Disc_5;Urn culture_id (gamma)_8;11.0;0.042885780334472656
+2D Disc_5;Urn culture_id (gamma)_9;16.0;0.04395413398742676
+2D Disc_5;ID;19.0;0.0438847541809082
+2D Disc_5;UN_0;17.0;0.04288315773010254
+2D Disc_5;UN_1;18.0;0.04388260841369629
+2D Disc_5;UN_2;17.0;0.04288744926452637
+2D Disc_5;UN_3;18.0;0.04288482666015625
+2D Disc_5;AN;17.0;0.043880462646484375
+2D Disc_6;2D Disc_7;9.0;0.04288601875305176
+2D Disc_6;2D Disc_8;12.0;0.041887760162353516
+2D Disc_6;2D Disc_9;8.0;0.04288506507873535
+2D Disc_6;3D Cube_0;10.0;0.0428922176361084
+2D Disc_6;3D Cube_1;11.0;0.04296374320983887
+2D Disc_6;3D Cube_2;12.0;0.04288482666015625
+2D Disc_6;3D Cube_3;11.0;0.04288792610168457
+2D Disc_6;3D Cube_4;7.0;0.04288983345031738
+2D Disc_6;3D Cube_5;9.0;0.04288077354431152
+2D Disc_6;3D Cube_6;13.0;0.045074462890625
+2D Disc_6;3D Cube_7;13.0;0.042890310287475586
+2D Disc_6;3D Cube_8;8.0;0.042844533920288086
+2D Disc_6;3D Cube_9;13.0;0.04291367530822754
+2D Disc_6;2D Sphere_0;16.0;0.043886423110961914
+2D Disc_6;2D Sphere_1;12.0;0.04288458824157715
+2D Disc_6;2D Sphere_2;9.0;0.04288649559020996
+2D Disc_6;2D Sphere_3;11.0;0.04388165473937988
+2D Disc_6;2D Sphere_4;13.0;0.042885780334472656
+2D Disc_6;2D Sphere_5;13.0;0.04288601875305176
+2D Disc_6;2D Sphere_6;12.0;0.04395413398742676
+2D Disc_6;2D Sphere_7;14.0;0.0428919792175293
+2D Disc_6;2D Sphere_8;13.0;0.04288220405578613
+2D Disc_6;2D Sphere_9;13.0;0.04387950897216797
+2D Disc_6;3D Sphere_0;10.0;0.042885541915893555
+2D Disc_6;3D Sphere_1;8.0;0.04288482666015625
+2D Disc_6;3D Sphere_2;9.0;0.04288792610168457
+2D Disc_6;3D Sphere_3;8.0;0.043886661529541016
+2D Disc_6;3D Sphere_4;11.0;0.04287862777709961
+2D Disc_6;3D Sphere_5;12.0;0.04288530349731445
+2D Disc_6;3D Sphere_6;13.0;0.04288506507873535
+2D Disc_6;3D Sphere_7;8.0;0.043883562088012695
+2D Disc_6;3D Sphere_8;14.0;0.04288482666015625
+2D Disc_6;3D Sphere_9;11.0;0.044045209884643555
+2D Disc_6;Urn culture_id 0.1_0;13.0;0.04288458824157715
+2D Disc_6;Urn culture_id 0.1_1;10.0;0.04388308525085449
+2D Disc_6;Urn culture_id 0.1_2;11.0;0.04191780090332031
+2D Disc_6;Urn culture_id 0.1_3;7.0;0.04288768768310547
+2D Disc_6;Urn culture_id 0.1_4;21.0;0.04288053512573242
+2D Disc_6;Urn culture_id 0.1_5;16.0;0.04289102554321289
+2D Disc_6;Urn culture_id 0.1_6;14.0;0.04288220405578613
+2D Disc_6;Urn culture_id 0.1_7;10.0;0.042885541915893555
+2D Disc_6;Urn culture_id 0.1_8;11.0;0.04288792610168457
+2D Disc_6;Urn culture_id 0.1_9;12.0;0.04288220405578613
+2D Disc_6;Norm-Mallows 0.5_0;17.0;0.042885780334472656
+2D Disc_6;Norm-Mallows 0.5_1;12.0;0.04288816452026367
+2D Disc_6;Norm-Mallows 0.5_2;9.0;0.04288458824157715
+2D Disc_6;Norm-Mallows 0.5_3;11.0;0.04288935661315918
+2D Disc_6;Norm-Mallows 0.5_4;14.0;0.042879581451416016
+2D Disc_6;Norm-Mallows 0.5_5;14.0;0.04288458824157715
+2D Disc_6;Norm-Mallows 0.5_6;16.0;0.042885780334472656
+2D Disc_6;Norm-Mallows 0.5_7;9.0;0.0438847541809082
+2D Disc_6;Norm-Mallows 0.5_8;7.0;0.04288649559020996
+2D Disc_6;Norm-Mallows 0.5_9;8.0;0.04288220405578613
+2D Disc_6;Urn culture_id (gamma)_0;13.0;0.04288530349731445
+2D Disc_6;Urn culture_id (gamma)_1;10.0;0.04508018493652344
+2D Disc_6;Urn culture_id (gamma)_2;11.0;0.04288530349731445
+2D Disc_6;Urn culture_id (gamma)_3;7.0;0.04387998580932617
+2D Disc_6;Urn culture_id (gamma)_4;10.0;0.04288530349731445
+2D Disc_6;Urn culture_id (gamma)_5;13.0;0.04288530349731445
+2D Disc_6;Urn culture_id (gamma)_6;13.0;0.04288792610168457
+2D Disc_6;Urn culture_id (gamma)_7;12.0;0.04288625717163086
+2D Disc_6;Urn culture_id (gamma)_8;11.0;0.04288482666015625
+2D Disc_6;Urn culture_id (gamma)_9;10.0;0.0429227352142334
+2D Disc_6;ID;25.0;0.04288291931152344
+2D Disc_6;UN_0;11.0;0.04288506507873535
+2D Disc_6;UN_1;12.0;0.042885780334472656
+2D Disc_6;UN_2;13.0;0.04288482666015625
+2D Disc_6;UN_3;12.0;0.042885541915893555
+2D Disc_6;AN;17.0;0.04288744926452637
+2D Disc_7;2D Disc_8;11.0;0.04288601875305176
+2D Disc_7;2D Disc_9;11.0;0.0418848991394043
+2D Disc_7;3D Cube_0;9.0;0.04288744926452637
+2D Disc_7;3D Cube_1;10.0;0.044921159744262695
+2D Disc_7;3D Cube_2;11.0;0.041887760162353516
+2D Disc_7;3D Cube_3;14.0;0.04487943649291992
+2D Disc_7;3D Cube_4;8.0;0.04787302017211914
+2D Disc_7;3D Cube_5;10.0;0.042893171310424805
+2D Disc_7;3D Cube_6;8.0;0.042844295501708984
+2D Disc_7;3D Cube_7;14.0;0.04291868209838867
+2D Disc_7;3D Cube_8;11.0;0.04288768768310547
+2D Disc_7;3D Cube_9;10.0;0.04288434982299805
+2D Disc_7;2D Sphere_0;11.0;0.042885780334472656
+2D Disc_7;2D Sphere_1;7.0;0.04188799858093262
+2D Disc_7;2D Sphere_2;8.0;0.04288530349731445
+2D Disc_7;2D Sphere_3;10.0;0.04288506507873535
+2D Disc_7;2D Sphere_4;10.0;0.041887760162353516
+2D Disc_7;2D Sphere_5;10.0;0.04288601875305176
+2D Disc_7;2D Sphere_6;7.0;0.0418858528137207
+2D Disc_7;2D Sphere_7;11.0;0.042886972427368164
+2D Disc_7;2D Sphere_8;10.0;0.04288315773010254
+2D Disc_7;2D Sphere_9;8.0;0.041887760162353516
+2D Disc_7;3D Sphere_0;9.0;0.04303860664367676
+2D Disc_7;3D Sphere_1;13.0;0.04288530349731445
+2D Disc_7;3D Sphere_2;12.0;0.041887521743774414
+2D Disc_7;3D Sphere_3;7.0;0.042885541915893555
+2D Disc_7;3D Sphere_4;12.0;0.042885780334472656
+2D Disc_7;3D Sphere_5;11.0;0.041893720626831055
+2D Disc_7;3D Sphere_6;14.0;0.04587125778198242
+2D Disc_7;3D Sphere_7;11.0;0.042893171310424805
+2D Disc_7;3D Sphere_8;11.0;0.04205322265625
+2D Disc_7;3D Sphere_9;10.0;0.04288434982299805
+2D Disc_7;Urn culture_id 0.1_0;14.0;0.04288506507873535
+2D Disc_7;Urn culture_id 0.1_1;13.0;0.042966604232788086
+2D Disc_7;Urn culture_id 0.1_2;18.0;0.04188799858093262
+2D Disc_7;Urn culture_id 0.1_3;12.0;0.0428922176361084
+2D Disc_7;Urn culture_id 0.1_4;20.0;0.042845726013183594
+2D Disc_7;Urn culture_id 0.1_5;17.0;0.04294896125793457
+2D Disc_7;Urn culture_id 0.1_6;13.0;0.0428919792175293
+2D Disc_7;Urn culture_id 0.1_7;15.0;0.041887760162353516
+2D Disc_7;Urn culture_id 0.1_8;12.0;0.04288458824157715
+2D Disc_7;Urn culture_id 0.1_9;13.0;0.04288625717163086
+2D Disc_7;Norm-Mallows 0.5_0;16.0;0.0430450439453125
+2D Disc_7;Norm-Mallows 0.5_1;11.0;0.042885541915893555
+2D Disc_7;Norm-Mallows 0.5_2;12.0;0.04189443588256836
+2D Disc_7;Norm-Mallows 0.5_3;14.0;0.0430450439453125
+2D Disc_7;Norm-Mallows 0.5_4;9.0;0.04188704490661621
+2D Disc_7;Norm-Mallows 0.5_5;11.0;0.0429685115814209
+2D Disc_7;Norm-Mallows 0.5_6;15.0;0.04188871383666992
+2D Disc_7;Norm-Mallows 0.5_7;14.0;0.04288506507873535
+2D Disc_7;Norm-Mallows 0.5_8;6.0;0.04188132286071777
+2D Disc_7;Norm-Mallows 0.5_9;13.0;0.04687333106994629
+2D Disc_7;Urn culture_id (gamma)_0;14.0;0.04188823699951172
+2D Disc_7;Urn culture_id (gamma)_1;11.0;0.04289388656616211
+2D Disc_7;Urn culture_id (gamma)_2;14.0;0.04288434982299805
+2D Disc_7;Urn culture_id (gamma)_3;8.0;0.042887210845947266
+2D Disc_7;Urn culture_id (gamma)_4;11.0;0.04287600517272949
+2D Disc_7;Urn culture_id (gamma)_5;16.0;0.04188871383666992
+2D Disc_7;Urn culture_id (gamma)_6;12.0;0.042884111404418945
+2D Disc_7;Urn culture_id (gamma)_7;15.0;0.04303741455078125
+2D Disc_7;Urn culture_id (gamma)_8;10.0;0.04192233085632324
+2D Disc_7;Urn culture_id (gamma)_9;13.0;0.042891740798950195
+2D Disc_7;ID;24.0;0.041886329650878906
+2D Disc_7;UN_0;16.0;0.042885780334472656
+2D Disc_7;UN_1;15.0;0.04288673400878906
+2D Disc_7;UN_2;16.0;0.04188656806945801
+2D Disc_7;UN_3;17.0;0.04288482666015625
+2D Disc_7;AN;12.0;0.042886972427368164
+2D Disc_8;2D Disc_9;14.0;0.041886329650878906
+2D Disc_8;3D Cube_0;12.0;0.042885541915893555
+2D Disc_8;3D Cube_1;9.0;0.042882442474365234
+2D Disc_8;3D Cube_2;16.0;0.04189109802246094
+2D Disc_8;3D Cube_3;15.0;0.042885780334472656
+2D Disc_8;3D Cube_4;11.0;0.04387974739074707
+2D Disc_8;3D Cube_5;13.0;0.04587697982788086
+2D Disc_8;3D Cube_6;15.0;0.044965505599975586
+2D Disc_8;3D Cube_7;9.0;0.041899919509887695
+2D Disc_8;3D Cube_8;10.0;0.04387927055358887
+2D Disc_8;3D Cube_9;9.0;0.042885780334472656
+2D Disc_8;2D Sphere_0;14.0;0.042888641357421875
+2D Disc_8;2D Sphere_1;14.0;0.04288077354431152
+2D Disc_8;2D Sphere_2;15.0;0.04188823699951172
+2D Disc_8;2D Sphere_3;17.0;0.04288840293884277
+2D Disc_8;2D Sphere_4;9.0;0.041889190673828125
+2D Disc_8;2D Sphere_5;13.0;0.04294013977050781
+2D Disc_8;2D Sphere_6;14.0;0.04188799858093262
+2D Disc_8;2D Sphere_7;10.0;0.042885541915893555
+2D Disc_8;2D Sphere_8;11.0;0.04288601875305176
+2D Disc_8;2D Sphere_9;13.0;0.04188728332519531
+2D Disc_8;3D Sphere_0;14.0;0.042893409729003906
+2D Disc_8;3D Sphere_1;10.0;0.042885780334472656
+2D Disc_8;3D Sphere_2;11.0;0.042879581451416016
+2D Disc_8;3D Sphere_3;14.0;0.041892290115356445
+2D Disc_8;3D Sphere_4;13.0;0.042887210845947266
+2D Disc_8;3D Sphere_5;14.0;0.0420536994934082
+2D Disc_8;3D Sphere_6;9.0;0.04288196563720703
+2D Disc_8;3D Sphere_7;10.0;0.04288601875305176
+2D Disc_8;3D Sphere_8;10.0;0.045870065689086914
+2D Disc_8;3D Sphere_9;13.0;0.041887521743774414
+2D Disc_8;Urn culture_id 0.1_0;9.0;0.04288601875305176
+2D Disc_8;Urn culture_id 0.1_1;12.0;0.04288458824157715
+2D Disc_8;Urn culture_id 0.1_2;19.0;0.044901132583618164
+2D Disc_8;Urn culture_id 0.1_3;11.0;0.04291987419128418
+2D Disc_8;Urn culture_id 0.1_4;25.0;0.04288530349731445
+2D Disc_8;Urn culture_id 0.1_5;16.0;0.04285168647766113
+2D Disc_8;Urn culture_id 0.1_6;12.0;0.04291677474975586
+2D Disc_8;Urn culture_id 0.1_7;10.0;0.041890621185302734
+2D Disc_8;Urn culture_id 0.1_8;11.0;0.042850494384765625
+2D Disc_8;Urn culture_id 0.1_9;16.0;0.04291725158691406
+2D Disc_8;Norm-Mallows 0.5_0;17.0;0.041890621185302734
+2D Disc_8;Norm-Mallows 0.5_1;14.0;0.04288530349731445
+2D Disc_8;Norm-Mallows 0.5_2;11.0;0.042882680892944336
+2D Disc_8;Norm-Mallows 0.5_3;15.0;0.04189038276672363
+2D Disc_8;Norm-Mallows 0.5_4;14.0;0.04288530349731445
+2D Disc_8;Norm-Mallows 0.5_5;16.0;0.04288315773010254
+2D Disc_8;Norm-Mallows 0.5_6;18.0;0.04189038276672363
+2D Disc_8;Norm-Mallows 0.5_7;13.0;0.04288530349731445
+2D Disc_8;Norm-Mallows 0.5_8;11.0;0.04288339614868164
+2D Disc_8;Norm-Mallows 0.5_9;10.0;0.04189014434814453
+2D Disc_8;Urn culture_id (gamma)_0;11.0;0.04687643051147461
+2D Disc_8;Urn culture_id (gamma)_1;10.0;0.04288148880004883
+2D Disc_8;Urn culture_id (gamma)_2;7.0;0.04188728332519531
+2D Disc_8;Urn culture_id (gamma)_3;11.0;0.04288530349731445
+2D Disc_8;Urn culture_id (gamma)_4;8.0;0.042885541915893555
+2D Disc_8;Urn culture_id (gamma)_5;11.0;0.04189562797546387
+2D Disc_8;Urn culture_id (gamma)_6;13.0;0.042888641357421875
+2D Disc_8;Urn culture_id (gamma)_7;8.0;0.043015480041503906
+2D Disc_8;Urn culture_id (gamma)_8;11.0;0.042885541915893555
+2D Disc_8;Urn culture_id (gamma)_9;10.0;0.042883872985839844
+2D Disc_8;ID;31.0;0.04204201698303223
+2D Disc_8;UN_0;9.0;0.04288530349731445
+2D Disc_8;UN_1;8.0;0.04188799858093262
+2D Disc_8;UN_2;9.0;0.042885780334472656
+2D Disc_8;UN_3;10.0;0.04288482666015625
+2D Disc_8;AN;15.0;0.04188823699951172
+2D Disc_9;3D Cube_0;12.0;0.04288530349731445
+2D Disc_9;3D Cube_1;13.0;0.04188799858093262
+2D Disc_9;3D Cube_2;14.0;0.042885541915893555
+2D Disc_9;3D Cube_3;11.0;0.041889190673828125
+2D Disc_9;3D Cube_4;7.0;0.04288506507873535
+2D Disc_9;3D Cube_5;9.0;0.04188871383666992
+2D Disc_9;3D Cube_6;15.0;0.04304075241088867
+2D Disc_9;3D Cube_7;11.0;0.04487895965576172
+2D Disc_9;3D Cube_8;12.0;0.0440373420715332
+2D Disc_9;3D Cube_9;13.0;0.042879343032836914
+2D Disc_9;2D Sphere_0;14.0;0.043886423110961914
+2D Disc_9;2D Sphere_1;12.0;0.04188680648803711
+2D Disc_9;2D Sphere_2;7.0;0.04388999938964844
+2D Disc_9;2D Sphere_3;11.0;0.042890310287475586
+2D Disc_9;2D Sphere_4;13.0;0.041882991790771484
+2D Disc_9;2D Sphere_5;11.0;0.04298257827758789
+2D Disc_9;2D Sphere_6;14.0;0.04288220405578613
+2D Disc_9;2D Sphere_7;12.0;0.04288482666015625
+2D Disc_9;2D Sphere_8;11.0;0.04288625717163086
+2D Disc_9;2D Sphere_9;13.0;0.04189109802246094
+2D Disc_9;3D Sphere_0;12.0;0.04291701316833496
+2D Disc_9;3D Sphere_1;12.0;0.042999267578125
+2D Disc_9;3D Sphere_2;11.0;0.041884422302246094
+2D Disc_9;3D Sphere_3;8.0;0.04288506507873535
+2D Disc_9;3D Sphere_4;11.0;0.04288816452026367
+2D Disc_9;3D Sphere_5;14.0;0.04288482666015625
+2D Disc_9;3D Sphere_6;13.0;0.04288482666015625
+2D Disc_9;3D Sphere_7;8.0;0.04188895225524902
+2D Disc_9;3D Sphere_8;12.0;0.04288506507873535
+2D Disc_9;3D Sphere_9;13.0;0.04288482666015625
+2D Disc_9;Urn culture_id 0.1_0;13.0;0.04595208168029785
+2D Disc_9;Urn culture_id 0.1_1;12.0;0.04188847541809082
+2D Disc_9;Urn culture_id 0.1_2;11.0;0.04189324378967285
+2D Disc_9;Urn culture_id 0.1_3;11.0;0.042888641357421875
+2D Disc_9;Urn culture_id 0.1_4;17.0;0.041884660720825195
+2D Disc_9;Urn culture_id 0.1_5;12.0;0.04200553894042969
+2D Disc_9;Urn culture_id 0.1_6;12.0;0.04304909706115723
+2D Disc_9;Urn culture_id 0.1_7;14.0;0.041892290115356445
+2D Disc_9;Urn culture_id 0.1_8;13.0;0.0429227352142334
+2D Disc_9;Urn culture_id 0.1_9;8.0;0.04287981986999512
+2D Disc_9;Norm-Mallows 0.5_0;15.0;0.0418853759765625
+2D Disc_9;Norm-Mallows 0.5_1;12.0;0.04188799858093262
+2D Disc_9;Norm-Mallows 0.5_2;11.0;0.04288625717163086
+2D Disc_9;Norm-Mallows 0.5_3;11.0;0.04188728332519531
+2D Disc_9;Norm-Mallows 0.5_4;14.0;0.041887760162353516
+2D Disc_9;Norm-Mallows 0.5_5;16.0;0.04288530349731445
+2D Disc_9;Norm-Mallows 0.5_6;12.0;0.04189109802246094
+2D Disc_9;Norm-Mallows 0.5_7;11.0;0.0418848991394043
+2D Disc_9;Norm-Mallows 0.5_8;11.0;0.0428926944732666
+2D Disc_9;Norm-Mallows 0.5_9;12.0;0.04188108444213867
+2D Disc_9;Urn culture_id (gamma)_0;15.0;0.04288482666015625
+2D Disc_9;Urn culture_id (gamma)_1;14.0;0.04197525978088379
+2D Disc_9;Urn culture_id (gamma)_2;11.0;0.041922807693481445
+2D Disc_9;Urn culture_id (gamma)_3;9.0;0.04288530349731445
+2D Disc_9;Urn culture_id (gamma)_4;12.0;0.041887760162353516
+2D Disc_9;Urn culture_id (gamma)_5;15.0;0.04297614097595215
+2D Disc_9;Urn culture_id (gamma)_6;15.0;0.042884111404418945
+2D Disc_9;Urn culture_id (gamma)_7;14.0;0.04189467430114746
+2D Disc_9;Urn culture_id (gamma)_8;11.0;0.04288005828857422
+2D Disc_9;Urn culture_id (gamma)_9;12.0;0.042882680892944336
+2D Disc_9;ID;23.0;0.041890621185302734
+2D Disc_9;UN_0;15.0;0.042885541915893555
+2D Disc_9;UN_1;14.0;0.04388022422790527
+2D Disc_9;UN_2;15.0;0.041887521743774414
+2D Disc_9;UN_3;16.0;0.042885541915893555
+2D Disc_9;AN;15.0;0.04288649559020996
+3D Cube_0;3D Cube_1;9.0;0.042884111404418945
+3D Cube_0;3D Cube_2;12.0;0.04288792610168457
+3D Cube_0;3D Cube_3;13.0;0.0439145565032959
+3D Cube_0;3D Cube_4;9.0;0.04288959503173828
+3D Cube_0;3D Cube_5;9.0;0.04387617111206055
+3D Cube_0;3D Cube_6;9.0;0.04288911819458008
+3D Cube_0;3D Cube_7;9.0;0.042884111404418945
+3D Cube_0;3D Cube_8;12.0;0.04388022422790527
+3D Cube_0;3D Cube_9;11.0;0.04388546943664551
+3D Cube_0;2D Sphere_0;12.0;0.04288482666015625
+3D Cube_0;2D Sphere_1;12.0;0.04288911819458008
+3D Cube_0;2D Sphere_2;7.0;0.043882131576538086
+3D Cube_0;2D Sphere_3;11.0;0.04288196563720703
+3D Cube_0;2D Sphere_4;11.0;0.04388070106506348
+3D Cube_0;2D Sphere_5;11.0;0.042885780334472656
+3D Cube_0;2D Sphere_6;10.0;0.0438847541809082
+3D Cube_0;2D Sphere_7;12.0;0.04288482666015625
+3D Cube_0;2D Sphere_8;7.0;0.045916080474853516
+3D Cube_0;2D Sphere_9;13.0;0.043913841247558594
+3D Cube_0;3D Sphere_0;14.0;0.04388236999511719
+3D Cube_0;3D Sphere_1;10.0;0.043851375579833984
+3D Cube_0;3D Sphere_2;13.0;0.04291701316833496
+3D Cube_0;3D Sphere_3;10.0;0.04388308525085449
+3D Cube_0;3D Sphere_4;13.0;0.04288506507873535
+3D Cube_0;3D Sphere_5;12.0;0.04288530349731445
+3D Cube_0;3D Sphere_6;11.0;0.04291558265686035
+3D Cube_0;3D Sphere_7;10.0;0.04288506507873535
+3D Cube_0;3D Sphere_8;12.0;0.04288530349731445
+3D Cube_0;3D Sphere_9;9.0;0.04388427734375
+3D Cube_0;Urn culture_id 0.1_0;11.0;0.04288482666015625
+3D Cube_0;Urn culture_id 0.1_1;10.0;0.04288625717163086
+3D Cube_0;Urn culture_id 0.1_2;17.0;0.04303622245788574
+3D Cube_0;Urn culture_id 0.1_3;13.0;0.04288315773010254
+3D Cube_0;Urn culture_id 0.1_4;21.0;0.04288506507873535
+3D Cube_0;Urn culture_id 0.1_5;14.0;0.04288601875305176
+3D Cube_0;Urn culture_id 0.1_6;10.0;0.04288434982299805
+3D Cube_0;Urn culture_id 0.1_7;10.0;0.042978525161743164
+3D Cube_0;Urn culture_id 0.1_8;11.0;0.043880462646484375
+3D Cube_0;Urn culture_id 0.1_9;16.0;0.04288148880004883
+3D Cube_0;Norm-Mallows 0.5_0;15.0;0.04288530349731445
+3D Cube_0;Norm-Mallows 0.5_1;14.0;0.04288530349731445
+3D Cube_0;Norm-Mallows 0.5_2;11.0;0.04288530349731445
+3D Cube_0;Norm-Mallows 0.5_3;15.0;0.043940067291259766
+3D Cube_0;Norm-Mallows 0.5_4;12.0;0.042885780334472656
+3D Cube_0;Norm-Mallows 0.5_5;12.0;0.04388260841369629
+3D Cube_0;Norm-Mallows 0.5_6;14.0;0.04288506507873535
+3D Cube_0;Norm-Mallows 0.5_7;13.0;0.04288601875305176
+3D Cube_0;Norm-Mallows 0.5_8;9.0;0.042885780334472656
+3D Cube_0;Norm-Mallows 0.5_9;14.0;0.04288196563720703
+3D Cube_0;Urn culture_id (gamma)_0;15.0;0.04291725158691406
+3D Cube_0;Urn culture_id (gamma)_1;12.0;0.042891740798950195
+3D Cube_0;Urn culture_id (gamma)_2;13.0;0.04288530349731445
+3D Cube_0;Urn culture_id (gamma)_3;9.0;0.04400014877319336
+3D Cube_0;Urn culture_id (gamma)_4;12.0;0.04288625717163086
+3D Cube_0;Urn culture_id (gamma)_5;13.0;0.042882680892944336
+3D Cube_0;Urn culture_id (gamma)_6;9.0;0.04288506507873535
+3D Cube_0;Urn culture_id (gamma)_7;12.0;0.0438845157623291
+3D Cube_0;Urn culture_id (gamma)_8;11.0;0.04288506507873535
+3D Cube_0;Urn culture_id (gamma)_9;12.0;0.04288649559020996
+3D Cube_0;ID;25.0;0.04288291931152344
+3D Cube_0;UN_0;13.0;0.04388260841369629
+3D Cube_0;UN_1;12.0;0.04288673400878906
+3D Cube_0;UN_2;11.0;0.0428919792175293
+3D Cube_0;UN_3;14.0;0.04287981986999512
+3D Cube_0;AN;15.0;0.043882131576538086
+3D Cube_1;3D Cube_2;15.0;0.043944597244262695
+3D Cube_1;3D Cube_3;16.0;0.04288530349731445
+3D Cube_1;3D Cube_4;12.0;0.04188871383666992
+3D Cube_1;3D Cube_5;12.0;0.04288434982299805
+3D Cube_1;3D Cube_6;12.0;0.04288530349731445
+3D Cube_1;3D Cube_7;12.0;0.04289364814758301
+3D Cube_1;3D Cube_8;9.0;0.04288029670715332
+3D Cube_1;3D Cube_9;12.0;0.04291224479675293
+3D Cube_1;2D Sphere_0;13.0;0.04288434982299805
+3D Cube_1;2D Sphere_1;11.0;0.04288649559020996
+3D Cube_1;2D Sphere_2;12.0;0.041890621185302734
+3D Cube_1;2D Sphere_3;16.0;0.04288458824157715
+3D Cube_1;2D Sphere_4;8.0;0.04487776756286621
+3D Cube_1;2D Sphere_5;12.0;0.04188847541809082
+3D Cube_1;2D Sphere_6;13.0;0.04285287857055664
+3D Cube_1;2D Sphere_7;7.0;0.04216814041137695
+3D Cube_1;2D Sphere_8;10.0;0.04291939735412598
+3D Cube_1;2D Sphere_9;14.0;0.042882442474365234
+3D Cube_1;3D Sphere_0;13.0;0.04288530349731445
+3D Cube_1;3D Sphere_1;9.0;0.04288482666015625
+3D Cube_1;3D Sphere_2;10.0;0.042891740798950195
+3D Cube_1;3D Sphere_3;13.0;0.04387950897216797
+3D Cube_1;3D Sphere_4;12.0;0.042882442474365234
+3D Cube_1;3D Sphere_5;15.0;0.042885541915893555
+3D Cube_1;3D Sphere_6;8.0;0.04288506507873535
+3D Cube_1;3D Sphere_7;9.0;0.042885541915893555
+3D Cube_1;3D Sphere_8;11.0;0.04288506507873535
+3D Cube_1;3D Sphere_9;8.0;0.04288840293884277
+3D Cube_1;Urn culture_id 0.1_0;12.0;0.0418858528137207
+3D Cube_1;Urn culture_id 0.1_1;9.0;0.04288482666015625
+3D Cube_1;Urn culture_id 0.1_2;20.0;0.042853355407714844
+3D Cube_1;Urn culture_id 0.1_3;14.0;0.04291415214538574
+3D Cube_1;Urn culture_id 0.1_4;24.0;0.04189109802246094
+3D Cube_1;Urn culture_id 0.1_5;17.0;0.04288744926452637
+3D Cube_1;Urn culture_id 0.1_6;11.0;0.04288506507873535
+3D Cube_1;Urn culture_id 0.1_7;9.0;0.043880462646484375
+3D Cube_1;Urn culture_id 0.1_8;10.0;0.041887760162353516
+3D Cube_1;Urn culture_id 0.1_9;13.0;0.04288625717163086
+3D Cube_1;Norm-Mallows 0.5_0;18.0;0.04189038276672363
+3D Cube_1;Norm-Mallows 0.5_1;13.0;0.04288291931152344
+3D Cube_1;Norm-Mallows 0.5_2;14.0;0.04188966751098633
+3D Cube_1;Norm-Mallows 0.5_3;16.0;0.04288625717163086
+3D Cube_1;Norm-Mallows 0.5_4;13.0;0.04188728332519531
+3D Cube_1;Norm-Mallows 0.5_5;15.0;0.042885541915893555
+3D Cube_1;Norm-Mallows 0.5_6;17.0;0.0418851375579834
+3D Cube_1;Norm-Mallows 0.5_7;14.0;0.04288792610168457
+3D Cube_1;Norm-Mallows 0.5_8;12.0;0.04188656806945801
+3D Cube_1;Norm-Mallows 0.5_9;11.0;0.04393315315246582
+3D Cube_1;Urn culture_id (gamma)_0;12.0;0.04188799858093262
+3D Cube_1;Urn culture_id (gamma)_1;11.0;0.04288530349731445
+3D Cube_1;Urn culture_id (gamma)_2;8.0;0.04189038276672363
+3D Cube_1;Urn culture_id (gamma)_3;12.0;0.04288291931152344
+3D Cube_1;Urn culture_id (gamma)_4;11.0;0.04188799858093262
+3D Cube_1;Urn culture_id (gamma)_5;10.0;0.04288959503173828
+3D Cube_1;Urn culture_id (gamma)_6;10.0;0.04188346862792969
+3D Cube_1;Urn culture_id (gamma)_7;9.0;0.042888641357421875
+3D Cube_1;Urn culture_id (gamma)_8;10.0;0.04287981986999512
+3D Cube_1;Urn culture_id (gamma)_9;11.0;0.04189038276672363
+3D Cube_1;ID;30.0;0.04399871826171875
+3D Cube_1;UN_0;10.0;0.0430293083190918
+3D Cube_1;UN_1;11.0;0.04188942909240723
+3D Cube_1;UN_2;10.0;0.042883872985839844
+3D Cube_1;UN_3;11.0;0.04288530349731445
+3D Cube_1;AN;16.0;0.04188895225524902
+3D Cube_2;3D Cube_3;15.0;0.043882131576538086
+3D Cube_2;3D Cube_4;13.0;0.04388308525085449
+3D Cube_2;3D Cube_5;13.0;0.04288434982299805
+3D Cube_2;3D Cube_6;7.0;0.0438840389251709
+3D Cube_2;3D Cube_7;15.0;0.04288744926452637
+3D Cube_2;3D Cube_8;12.0;0.045996665954589844
+3D Cube_2;3D Cube_9;17.0;0.04387950897216797
+3D Cube_2;2D Sphere_0;8.0;0.04388546943664551
+3D Cube_2;2D Sphere_1;12.0;0.04388117790222168
+3D Cube_2;2D Sphere_2;15.0;0.0438840389251709
+3D Cube_2;2D Sphere_3;3.0;0.04387998580932617
+3D Cube_2;2D Sphere_4;15.0;0.04488110542297363
+3D Cube_2;2D Sphere_5;9.0;0.0438845157623291
+3D Cube_2;2D Sphere_6;10.0;0.04384732246398926
+3D Cube_2;2D Sphere_7;18.0;0.04391765594482422
+3D Cube_2;2D Sphere_8;13.0;0.04403233528137207
+3D Cube_2;2D Sphere_9;13.0;0.04487752914428711
+3D Cube_2;3D Sphere_0;10.0;0.043985605239868164
+3D Cube_2;3D Sphere_1;16.0;0.043885231018066406
+3D Cube_2;3D Sphere_2;11.0;0.043880462646484375
+3D Cube_2;3D Sphere_3;10.0;0.04388427734375
+3D Cube_2;3D Sphere_4;13.0;0.04388117790222168
+3D Cube_2;3D Sphere_5;12.0;0.0438845157623291
+3D Cube_2;3D Sphere_6;19.0;0.04478764533996582
+3D Cube_2;3D Sphere_7;16.0;0.043880462646484375
+3D Cube_2;3D Sphere_8;18.0;0.04488039016723633
+3D Cube_2;3D Sphere_9;9.0;0.04388236999511719
+3D Cube_2;Urn culture_id 0.1_0;19.0;0.04487967491149902
+3D Cube_2;Urn culture_id 0.1_1;14.0;0.04388689994812012
+3D Cube_2;Urn culture_id 0.1_2;17.0;0.044046640396118164
+3D Cube_2;Urn culture_id 0.1_3;15.0;0.04388427734375
+3D Cube_2;Urn culture_id 0.1_4;13.0;0.04388093948364258
+3D Cube_2;Urn culture_id 0.1_5;16.0;0.04388427734375
+3D Cube_2;Urn culture_id 0.1_6;14.0;0.04388070106506348
+3D Cube_2;Urn culture_id 0.1_7;10.0;0.0438845157623291
+3D Cube_2;Urn culture_id 0.1_8;19.0;0.0438840389251709
+3D Cube_2;Urn culture_id 0.1_9;16.0;0.043846845626831055
+3D Cube_2;Norm-Mallows 0.5_0;11.0;0.042951107025146484
+3D Cube_2;Norm-Mallows 0.5_1;14.0;0.04496264457702637
+3D Cube_2;Norm-Mallows 0.5_2;15.0;0.04388284683227539
+3D Cube_2;Norm-Mallows 0.5_3;17.0;0.04388260841369629
+3D Cube_2;Norm-Mallows 0.5_4;10.0;0.04288744926452637
+3D Cube_2;Norm-Mallows 0.5_5;10.0;0.043883323669433594
+3D Cube_2;Norm-Mallows 0.5_6;10.0;0.04303455352783203
+3D Cube_2;Norm-Mallows 0.5_7;19.0;0.04395580291748047
+3D Cube_2;Norm-Mallows 0.5_8;11.0;0.042885541915893555
+3D Cube_2;Norm-Mallows 0.5_9;14.0;0.04388546943664551
+3D Cube_2;Urn culture_id (gamma)_0;13.0;0.04388117790222168
+3D Cube_2;Urn culture_id (gamma)_1;16.0;0.04388856887817383
+3D Cube_2;Urn culture_id (gamma)_2;15.0;0.04288005828857422
+3D Cube_2;Urn culture_id (gamma)_3;11.0;0.04388022422790527
+3D Cube_2;Urn culture_id (gamma)_4;14.0;0.043884992599487305
+3D Cube_2;Urn culture_id (gamma)_5;19.0;0.04396653175354004
+3D Cube_2;Urn culture_id (gamma)_6;11.0;0.04388427734375
+3D Cube_2;Urn culture_id (gamma)_7;18.0;0.04288482666015625
+3D Cube_2;Urn culture_id (gamma)_8;13.0;0.04388141632080078
+3D Cube_2;Urn culture_id (gamma)_9;18.0;0.0438838005065918
+3D Cube_2;ID;15.0;0.042890071868896484
+3D Cube_2;UN_0;19.0;0.043877363204956055
+3D Cube_2;UN_1;20.0;0.04288744926452637
+3D Cube_2;UN_2;21.0;0.04587578773498535
+3D Cube_2;UN_3;20.0;0.04388260841369629
+3D Cube_2;AN;21.0;0.04288434982299805
+3D Cube_3;3D Cube_4;8.0;0.04388308525085449
+3D Cube_3;3D Cube_5;6.0;0.04288458824157715
+3D Cube_3;3D Cube_6;14.0;0.04288673400878906
+3D Cube_3;3D Cube_7;16.0;0.042884111404418945
+3D Cube_3;3D Cube_8;11.0;0.0438840389251709
+3D Cube_3;3D Cube_9;16.0;0.042884111404418945
+3D Cube_3;2D Sphere_0;17.0;0.04288625717163086
+3D Cube_3;2D Sphere_1;11.0;0.04288601875305176
+3D Cube_3;2D Sphere_2;12.0;0.042883872985839844
+3D Cube_3;2D Sphere_3;12.0;0.0438838005065918
+3D Cube_3;2D Sphere_4;14.0;0.04288506507873535
+3D Cube_3;2D Sphere_5;16.0;0.04404783248901367
+3D Cube_3;2D Sphere_6;15.0;0.04299163818359375
+3D Cube_3;2D Sphere_7;13.0;0.043882131576538086
+3D Cube_3;2D Sphere_8;12.0;0.04288792610168457
+3D Cube_3;2D Sphere_9;14.0;0.04288434982299805
+3D Cube_3;3D Sphere_0;9.0;0.04288482666015625
+3D Cube_3;3D Sphere_1;11.0;0.04388141632080078
+3D Cube_3;3D Sphere_2;14.0;0.04288601875305176
+3D Cube_3;3D Sphere_3;13.0;0.04288673400878906
+3D Cube_3;3D Sphere_4;12.0;0.04491448402404785
+3D Cube_3;3D Sphere_5;15.0;0.042885780334472656
+3D Cube_3;3D Sphere_6;14.0;0.04388165473937988
+3D Cube_3;3D Sphere_7;11.0;0.04288625717163086
+3D Cube_3;3D Sphere_8;15.0;0.04289054870605469
+3D Cube_3;3D Sphere_9;14.0;0.043939828872680664
+3D Cube_3;Urn culture_id 0.1_0;14.0;0.04288506507873535
+3D Cube_3;Urn culture_id 0.1_1;11.0;0.04288530349731445
+3D Cube_3;Urn culture_id 0.1_2;6.0;0.04288840293884277
+3D Cube_3;Urn culture_id 0.1_3;10.0;0.04387998580932617
+3D Cube_3;Urn culture_id 0.1_4;16.0;0.042887210845947266
+3D Cube_3;Urn culture_id 0.1_5;13.0;0.043883562088012695
+3D Cube_3;Urn culture_id 0.1_6;11.0;0.04288625717163086
+3D Cube_3;Urn culture_id 0.1_7;11.0;0.044844865798950195
+3D Cube_3;Urn culture_id 0.1_8;18.0;0.043007612228393555
+3D Cube_3;Urn culture_id 0.1_9;7.0;0.04388260841369629
+3D Cube_3;Norm-Mallows 0.5_0;14.0;0.04288792610168457
+3D Cube_3;Norm-Mallows 0.5_1;11.0;0.042885780334472656
+3D Cube_3;Norm-Mallows 0.5_2;12.0;0.042885541915893555
+3D Cube_3;Norm-Mallows 0.5_3;8.0;0.04388308525085449
+3D Cube_3;Norm-Mallows 0.5_4;15.0;0.04288125038146973
+3D Cube_3;Norm-Mallows 0.5_5;11.0;0.042888641357421875
+3D Cube_3;Norm-Mallows 0.5_6;9.0;0.045116424560546875
+3D Cube_3;Norm-Mallows 0.5_7;8.0;0.04292011260986328
+3D Cube_3;Norm-Mallows 0.5_8;10.0;0.04288530349731445
+3D Cube_3;Norm-Mallows 0.5_9;9.0;0.04388546943664551
+3D Cube_3;Urn culture_id (gamma)_0;14.0;0.042883872985839844
+3D Cube_3;Urn culture_id (gamma)_1;17.0;0.04288506507873535
+3D Cube_3;Urn culture_id (gamma)_2;16.0;0.043882131576538086
+3D Cube_3;Urn culture_id (gamma)_3;10.0;0.04288506507873535
+3D Cube_3;Urn culture_id (gamma)_4;15.0;0.04288744926452637
+3D Cube_3;Urn culture_id (gamma)_5;18.0;0.04388689994812012
+3D Cube_3;Urn culture_id (gamma)_6;16.0;0.04287862777709961
+3D Cube_3;Urn culture_id (gamma)_7;19.0;0.04288530349731445
+3D Cube_3;Urn culture_id (gamma)_8;14.0;0.0438838005065918
+3D Cube_3;Urn culture_id (gamma)_9;17.0;0.04288434982299805
+3D Cube_3;ID;18.0;0.043932437896728516
+3D Cube_3;UN_0;18.0;0.04490995407104492
+3D Cube_3;UN_1;19.0;0.04388427734375
+3D Cube_3;UN_2;18.0;0.04388093948364258
+3D Cube_3;UN_3;19.0;0.04288506507873535
+3D Cube_3;AN;20.0;0.04388427734375
+3D Cube_4;3D Cube_5;6.0;0.042884111404418945
+3D Cube_4;3D Cube_6;14.0;0.042885780334472656
+3D Cube_4;3D Cube_7;12.0;0.04288482666015625
+3D Cube_4;3D Cube_8;13.0;0.04495739936828613
+3D Cube_4;3D Cube_9;14.0;0.042890071868896484
+3D Cube_4;2D Sphere_0;15.0;0.04288172721862793
+3D Cube_4;2D Sphere_1;11.0;0.042884111404418945
+3D Cube_4;2D Sphere_2;6.0;0.04288482666015625
+3D Cube_4;2D Sphere_3;12.0;0.04288887977600098
+3D Cube_4;2D Sphere_4;12.0;0.042884111404418945
+3D Cube_4;2D Sphere_5;12.0;0.04288744926452637
+3D Cube_4;2D Sphere_6;13.0;0.04288148880004883
+3D Cube_4;2D Sphere_7;11.0;0.04288506507873535
+3D Cube_4;2D Sphere_8;10.0;0.04383254051208496
+3D Cube_4;2D Sphere_9;12.0;0.049944400787353516
+3D Cube_4;3D Sphere_0;11.0;0.04288959503173828
+3D Cube_4;3D Sphere_1;11.0;0.04288005828857422
+3D Cube_4;3D Sphere_2;12.0;0.04288530349731445
+3D Cube_4;3D Sphere_3;9.0;0.042885780334472656
+3D Cube_4;3D Sphere_4;12.0;0.04398608207702637
+3D Cube_4;3D Sphere_5;13.0;0.04288625717163086
+3D Cube_4;3D Sphere_6;14.0;0.04288673400878906
+3D Cube_4;3D Sphere_7;9.0;0.043035030364990234
+3D Cube_4;3D Sphere_8;13.0;0.043882131576538086
+3D Cube_4;3D Sphere_9;12.0;0.04288649559020996
+3D Cube_4;Urn culture_id 0.1_0;14.0;0.04488348960876465
+3D Cube_4;Urn culture_id 0.1_1;11.0;0.04388165473937988
+3D Cube_4;Urn culture_id 0.1_2;10.0;0.04288220405578613
+3D Cube_4;Urn culture_id 0.1_3;10.0;0.04288506507873535
+3D Cube_4;Urn culture_id 0.1_4;18.0;0.04388284683227539
+3D Cube_4;Urn culture_id 0.1_5;15.0;0.04288506507873535
+3D Cube_4;Urn culture_id 0.1_6;13.0;0.04288506507873535
+3D Cube_4;Urn culture_id 0.1_7;13.0;0.042995452880859375
+3D Cube_4;Urn culture_id 0.1_8;12.0;0.04388284683227539
+3D Cube_4;Urn culture_id 0.1_9;13.0;0.04288768768310547
+3D Cube_4;Norm-Mallows 0.5_0;16.0;0.04394078254699707
+3D Cube_4;Norm-Mallows 0.5_1;11.0;0.05193734169006348
+3D Cube_4;Norm-Mallows 0.5_2;8.0;0.05186152458190918
+3D Cube_4;Norm-Mallows 0.5_3;12.0;0.05186128616333008
+3D Cube_4;Norm-Mallows 0.5_4;13.0;0.052858829498291016
+3D Cube_4;Norm-Mallows 0.5_5;13.0;0.05186128616333008
+3D Cube_4;Norm-Mallows 0.5_6;13.0;0.046907901763916016
+3D Cube_4;Norm-Mallows 0.5_7;8.0;0.04388117790222168
+3D Cube_4;Norm-Mallows 0.5_8;8.0;0.042885541915893555
+3D Cube_4;Norm-Mallows 0.5_9;9.0;0.0438845157623291
+3D Cube_4;Urn culture_id (gamma)_0;12.0;0.04288196563720703
+3D Cube_4;Urn culture_id (gamma)_1;15.0;0.045884132385253906
+3D Cube_4;Urn culture_id (gamma)_2;14.0;0.042879581451416016
+3D Cube_4;Urn culture_id (gamma)_3;10.0;0.043884992599487305
+3D Cube_4;Urn culture_id (gamma)_4;13.0;0.04288172721862793
+3D Cube_4;Urn culture_id (gamma)_5;16.0;0.0438838005065918
+3D Cube_4;Urn culture_id (gamma)_6;16.0;0.04288530349731445
+3D Cube_4;Urn culture_id (gamma)_7;15.0;0.04395747184753418
+3D Cube_4;Urn culture_id (gamma)_8;12.0;0.04388165473937988
+3D Cube_4;Urn culture_id (gamma)_9;13.0;0.04288458824157715
+3D Cube_4;ID;24.0;0.042885541915893555
+3D Cube_4;UN_0;14.0;0.04393601417541504
+3D Cube_4;UN_1;15.0;0.043163299560546875
+3D Cube_4;UN_2;14.0;0.04387307167053223
+3D Cube_4;UN_3;17.0;0.0428929328918457
+3D Cube_4;AN;14.0;0.0438840389251709
+3D Cube_5;3D Cube_6;14.0;0.041889190673828125
+3D Cube_5;3D Cube_7;12.0;0.04303455352783203
+3D Cube_5;3D Cube_8;11.0;0.04288625717163086
+3D Cube_5;3D Cube_9;12.0;0.04388165473937988
+3D Cube_5;2D Sphere_0;15.0;0.04189038276672363
+3D Cube_5;2D Sphere_1;13.0;0.04288220405578613
+3D Cube_5;2D Sphere_2;8.0;0.04189109802246094
+3D Cube_5;2D Sphere_3;12.0;0.0418856143951416
+3D Cube_5;2D Sphere_4;14.0;0.042885780334472656
+3D Cube_5;2D Sphere_5;14.0;0.04188799858093262
+3D Cube_5;2D Sphere_6;15.0;0.04188823699951172
+3D Cube_5;2D Sphere_7;13.0;0.04288506507873535
+3D Cube_5;2D Sphere_8;10.0;0.041892051696777344
+3D Cube_5;2D Sphere_9;14.0;0.042923688888549805
+3D Cube_5;3D Sphere_0;11.0;0.041884660720825195
+3D Cube_5;3D Sphere_1;11.0;0.0418853759765625
+3D Cube_5;3D Sphere_2;12.0;0.042885541915893555
+3D Cube_5;3D Sphere_3;11.0;0.04188847541809082
+3D Cube_5;3D Sphere_4;8.0;0.04288506507873535
+3D Cube_5;3D Sphere_5;13.0;0.04188799858093262
+3D Cube_5;3D Sphere_6;12.0;0.04188728332519531
+3D Cube_5;3D Sphere_7;7.0;0.04288935661315918
+3D Cube_5;3D Sphere_8;11.0;0.04188656806945801
+3D Cube_5;3D Sphere_9;14.0;0.04288291931152344
+3D Cube_5;Urn culture_id 0.1_0;10.0;0.041890859603881836
+3D Cube_5;Urn culture_id 0.1_1;9.0;0.041886091232299805
+3D Cube_5;Urn culture_id 0.1_2;10.0;0.04288434982299805
+3D Cube_5;Urn culture_id 0.1_3;8.0;0.043967485427856445
+3D Cube_5;Urn culture_id 0.1_4;20.0;0.04188704490661621
+3D Cube_5;Urn culture_id 0.1_5;13.0;0.042885780334472656
+3D Cube_5;Urn culture_id 0.1_6;11.0;0.042885780334472656
+3D Cube_5;Urn culture_id 0.1_7;13.0;0.04188847541809082
+3D Cube_5;Urn culture_id 0.1_8;14.0;0.04288482666015625
+3D Cube_5;Urn culture_id 0.1_9;9.0;0.04288530349731445
+3D Cube_5;Norm-Mallows 0.5_0;16.0;0.04188799858093262
+3D Cube_5;Norm-Mallows 0.5_1;13.0;0.04288625717163086
+3D Cube_5;Norm-Mallows 0.5_2;10.0;0.041852474212646484
+3D Cube_5;Norm-Mallows 0.5_3;10.0;0.04311347007751465
+3D Cube_5;Norm-Mallows 0.5_4;15.0;0.04188680648803711
+3D Cube_5;Norm-Mallows 0.5_5;13.0;0.04288172721862793
+3D Cube_5;Norm-Mallows 0.5_6;13.0;0.041889190673828125
+3D Cube_5;Norm-Mallows 0.5_7;10.0;0.04288768768310547
+3D Cube_5;Norm-Mallows 0.5_8;8.0;0.042881011962890625
+3D Cube_5;Norm-Mallows 0.5_9;11.0;0.041890859603881836
+3D Cube_5;Urn culture_id (gamma)_0;14.0;0.04288172721862793
+3D Cube_5;Urn culture_id (gamma)_1;13.0;0.04189157485961914
+3D Cube_5;Urn culture_id (gamma)_2;14.0;0.041884660720825195
+3D Cube_5;Urn culture_id (gamma)_3;8.0;0.04285383224487305
+3D Cube_5;Urn culture_id (gamma)_4;13.0;0.042920589447021484
+3D Cube_5;Urn culture_id (gamma)_5;14.0;0.04403281211853027
+3D Cube_5;Urn culture_id (gamma)_6;14.0;0.0448451042175293
+3D Cube_5;Urn culture_id (gamma)_7;13.0;0.041919708251953125
+3D Cube_5;Urn culture_id (gamma)_8;12.0;0.042885541915893555
+3D Cube_5;Urn culture_id (gamma)_9;13.0;0.04188847541809082
+3D Cube_5;ID;24.0;0.04288458824157715
+3D Cube_5;UN_0;14.0;0.04288601875305176
+3D Cube_5;UN_1;13.0;0.04288530349731445
+3D Cube_5;UN_2;14.0;0.04188847541809082
+3D Cube_5;UN_3;15.0;0.04288434982299805
+3D Cube_5;AN;16.0;0.04288601875305176
+3D Cube_6;3D Cube_7;12.0;0.04291725158691406
+3D Cube_6;3D Cube_8;9.0;0.04388546943664551
+3D Cube_6;3D Cube_9;14.0;0.04288363456726074
+3D Cube_6;2D Sphere_0;7.0;0.04288506507873535
+3D Cube_6;2D Sphere_1;5.0;0.04288482666015625
+3D Cube_6;2D Sphere_2;14.0;0.04388546943664551
+3D Cube_6;2D Sphere_3;6.0;0.04288482666015625
+3D Cube_6;2D Sphere_4;12.0;0.042882680892944336
+3D Cube_6;2D Sphere_5;8.0;0.04288530349731445
+3D Cube_6;2D Sphere_6;7.0;0.043884992599487305
+3D Cube_6;2D Sphere_7;13.0;0.04288601875305176
+3D Cube_6;2D Sphere_8;10.0;0.04288506507873535
+3D Cube_6;2D Sphere_9;10.0;0.0430445671081543
+3D Cube_6;3D Sphere_0;11.0;0.0439906120300293
+3D Cube_6;3D Sphere_1;11.0;0.042853593826293945
+3D Cube_6;3D Sphere_2;10.0;0.043914079666137695
+3D Cube_6;3D Sphere_3;9.0;0.042885541915893555
+3D Cube_6;3D Sphere_4;10.0;0.04288768768310547
+3D Cube_6;3D Sphere_5;7.0;0.04288315773010254
+3D Cube_6;3D Sphere_6;16.0;0.04288482666015625
+3D Cube_6;3D Sphere_7;13.0;0.042885541915893555
+3D Cube_6;3D Sphere_8;15.0;0.04288649559020996
+3D Cube_6;3D Sphere_9;8.0;0.04288482666015625
+3D Cube_6;Urn culture_id 0.1_0;14.0;0.04288506507873535
+3D Cube_6;Urn culture_id 0.1_1;9.0;0.04295158386230469
+3D Cube_6;Urn culture_id 0.1_2;16.0;0.04288482666015625
+3D Cube_6;Urn culture_id 0.1_3;12.0;0.04188823699951172
+3D Cube_6;Urn culture_id 0.1_4;16.0;0.04288625717163086
+3D Cube_6;Urn culture_id 0.1_5;15.0;0.04288506507873535
+3D Cube_6;Urn culture_id 0.1_6;11.0;0.04288434982299805
+3D Cube_6;Urn culture_id 0.1_7;11.0;0.042887210845947266
+3D Cube_6;Urn culture_id 0.1_8;16.0;0.042885780334472656
+3D Cube_6;Urn culture_id 0.1_9;13.0;0.04288148880004883
+3D Cube_6;Norm-Mallows 0.5_0;12.0;0.042890071868896484
+3D Cube_6;Norm-Mallows 0.5_1;13.0;0.04188823699951172
+3D Cube_6;Norm-Mallows 0.5_2;12.0;0.04288482666015625
+3D Cube_6;Norm-Mallows 0.5_3;14.0;0.04288530349731445
+3D Cube_6;Norm-Mallows 0.5_4;5.0;0.043880462646484375
+3D Cube_6;Norm-Mallows 0.5_5;7.0;0.042885780334472656
+3D Cube_6;Norm-Mallows 0.5_6;9.0;0.042887210845947266
+3D Cube_6;Norm-Mallows 0.5_7;14.0;0.04288458824157715
+3D Cube_6;Norm-Mallows 0.5_8;10.0;0.041886329650878906
+3D Cube_6;Norm-Mallows 0.5_9;9.0;0.04288792610168457
+3D Cube_6;Urn culture_id (gamma)_0;10.0;0.04288530349731445
+3D Cube_6;Urn culture_id (gamma)_1;13.0;0.04288506507873535
+3D Cube_6;Urn culture_id (gamma)_2;14.0;0.04288339614868164
+3D Cube_6;Urn culture_id (gamma)_3;10.0;0.04288458824157715
+3D Cube_6;Urn culture_id (gamma)_4;11.0;0.042952537536621094
+3D Cube_6;Urn culture_id (gamma)_5;16.0;0.042885541915893555
+3D Cube_6;Urn culture_id (gamma)_6;8.0;0.04288482666015625
+3D Cube_6;Urn culture_id (gamma)_7;15.0;0.04188799858093262
+3D Cube_6;Urn culture_id (gamma)_8;10.0;0.042885780334472656
+3D Cube_6;Urn culture_id (gamma)_9;13.0;0.04288530349731445
+3D Cube_6;ID;18.0;0.04288458824157715
+3D Cube_6;UN_0;16.0;0.04297375679016113
+3D Cube_6;UN_1;17.0;0.042885780334472656
+3D Cube_6;UN_2;18.0;0.04295516014099121
+3D Cube_6;UN_3;17.0;0.04288601875305176
+3D Cube_6;AN;20.0;0.042885541915893555
+3D Cube_7;3D Cube_8;13.0;0.040891170501708984
+3D Cube_7;3D Cube_9;8.0;0.04188871383666992
+3D Cube_7;2D Sphere_0;13.0;0.04199409484863281
+3D Cube_7;2D Sphere_1;11.0;0.0418858528137207
+3D Cube_7;2D Sphere_2;12.0;0.0418856143951416
+3D Cube_7;2D Sphere_3;12.0;0.04188799858093262
+3D Cube_7;2D Sphere_4;12.0;0.04089188575744629
+3D Cube_7;2D Sphere_5;12.0;0.041890859603881836
+3D Cube_7;2D Sphere_6;11.0;0.04188394546508789
+3D Cube_7;2D Sphere_7;13.0;0.04089212417602539
+3D Cube_7;2D Sphere_8;12.0;0.04188680648803711
+3D Cube_7;2D Sphere_9;14.0;0.04188728332519531
+3D Cube_7;3D Sphere_0;15.0;0.04096674919128418
+3D Cube_7;3D Sphere_1;11.0;0.04189109802246094
+3D Cube_7;3D Sphere_2;14.0;0.0418853759765625
+3D Cube_7;3D Sphere_3;11.0;0.0408937931060791
+3D Cube_7;3D Sphere_4;12.0;0.04188728332519531
+3D Cube_7;3D Sphere_5;13.0;0.0418858528137207
+3D Cube_7;3D Sphere_6;10.0;0.040892601013183594
+3D Cube_7;3D Sphere_7;13.0;0.04188656806945801
+3D Cube_7;3D Sphere_8;9.0;0.041962385177612305
+3D Cube_7;3D Sphere_9;14.0;0.04089045524597168
+3D Cube_7;Urn culture_id 0.1_0;10.0;0.04188799858093262
+3D Cube_7;Urn culture_id 0.1_1;13.0;0.041890621185302734
+3D Cube_7;Urn culture_id 0.1_2;14.0;0.04088759422302246
+3D Cube_7;Urn culture_id 0.1_3;14.0;0.0461428165435791
+3D Cube_7;Urn culture_id 0.1_4;18.0;0.04088735580444336
+3D Cube_7;Urn culture_id 0.1_5;11.0;0.04189014434814453
+3D Cube_7;Urn culture_id 0.1_6;13.0;0.041886329650878906
+3D Cube_7;Urn culture_id 0.1_7;13.0;0.041887521743774414
+3D Cube_7;Urn culture_id 0.1_8;10.0;0.040894269943237305
+3D Cube_7;Urn culture_id 0.1_9;11.0;0.04204130172729492
+3D Cube_7;Norm-Mallows 0.5_0;12.0;0.04188871383666992
+3D Cube_7;Norm-Mallows 0.5_1;15.0;0.04088950157165527
+3D Cube_7;Norm-Mallows 0.5_2;12.0;0.04188871383666992
+3D Cube_7;Norm-Mallows 0.5_3;14.0;0.04187417030334473
+3D Cube_7;Norm-Mallows 0.5_4;11.0;0.04097175598144531
+3D Cube_7;Norm-Mallows 0.5_5;11.0;0.0418848991394043
+3D Cube_7;Norm-Mallows 0.5_6;13.0;0.04188823699951172
+3D Cube_7;Norm-Mallows 0.5_7;12.0;0.04089069366455078
+3D Cube_7;Norm-Mallows 0.5_8;12.0;0.041887521743774414
+3D Cube_7;Norm-Mallows 0.5_9;11.0;0.04089093208312988
+3D Cube_7;Urn culture_id (gamma)_0;12.0;0.041887760162353516
+3D Cube_7;Urn culture_id (gamma)_1;13.0;0.04188847541809082
+3D Cube_7;Urn culture_id (gamma)_2;10.0;0.04189276695251465
+3D Cube_7;Urn culture_id (gamma)_3;12.0;0.04088568687438965
+3D Cube_7;Urn culture_id (gamma)_4;9.0;0.04188823699951172
+3D Cube_7;Urn culture_id (gamma)_5;12.0;0.043851613998413086
+3D Cube_7;Urn culture_id (gamma)_6;12.0;0.04191875457763672
+3D Cube_7;Urn culture_id (gamma)_7;11.0;0.04288530349731445
+3D Cube_7;Urn culture_id (gamma)_8;12.0;0.04188847541809082
+3D Cube_7;Urn culture_id (gamma)_9;13.0;0.040891408920288086
+3D Cube_7;ID;24.0;0.04088926315307617
+3D Cube_7;UN_0;12.0;0.041890621185302734
+3D Cube_7;UN_1;11.0;0.040888071060180664
+3D Cube_7;UN_2;12.0;0.04189109802246094
+3D Cube_7;UN_3;13.0;0.040888309478759766
+3D Cube_7;AN;16.0;0.04088997840881348
+3D Cube_8;3D Cube_9;13.0;0.04188966751098633
+3D Cube_8;2D Sphere_0;12.0;0.04089236259460449
+3D Cube_8;2D Sphere_1;10.0;0.04195976257324219
+3D Cube_8;2D Sphere_2;13.0;0.041950225830078125
+3D Cube_8;2D Sphere_3;11.0;0.040892601013183594
+3D Cube_8;2D Sphere_4;9.0;0.041887521743774414
+3D Cube_8;2D Sphere_5;11.0;0.04089069366455078
+3D Cube_8;2D Sphere_6;10.0;0.041886329650878906
+3D Cube_8;2D Sphere_7;12.0;0.04188823699951172
+3D Cube_8;2D Sphere_8;13.0;0.04204440116882324
+3D Cube_8;2D Sphere_9;13.0;0.040888309478759766
+3D Cube_8;3D Sphere_0;12.0;0.04188966751098633
+3D Cube_8;3D Sphere_1;8.0;0.04188656806945801
+3D Cube_8;3D Sphere_2;9.0;0.04188871383666992
+3D Cube_8;3D Sphere_3;12.0;0.04089212417602539
+3D Cube_8;3D Sphere_4;11.0;0.042944908142089844
+3D Cube_8;3D Sphere_5;10.0;0.04188847541809082
+3D Cube_8;3D Sphere_6;11.0;0.04089045524597168
+3D Cube_8;3D Sphere_7;8.0;0.04188847541809082
+3D Cube_8;3D Sphere_8;10.0;0.04189109802246094
+3D Cube_8;3D Sphere_9;9.0;0.04088759422302246
+3D Cube_8;Urn culture_id 0.1_0;11.0;0.041887521743774414
+3D Cube_8;Urn culture_id 0.1_1;6.0;0.04089021682739258
+3D Cube_8;Urn culture_id 0.1_2;15.0;0.04188799858093262
+3D Cube_8;Urn culture_id 0.1_3;9.0;0.040891408920288086
+3D Cube_8;Urn culture_id 0.1_4;21.0;0.04196500778198242
+3D Cube_8;Urn culture_id 0.1_5;16.0;0.04188895225524902
+3D Cube_8;Urn culture_id 0.1_6;10.0;0.040956974029541016
+3D Cube_8;Urn culture_id 0.1_7;10.0;0.0418853759765625
+3D Cube_8;Urn culture_id 0.1_8;11.0;0.040891170501708984
+3D Cube_8;Urn culture_id 0.1_9;12.0;0.041887760162353516
+3D Cube_8;Norm-Mallows 0.5_0;15.0;0.04089093208312988
+3D Cube_8;Norm-Mallows 0.5_1;12.0;0.04188990592956543
+3D Cube_8;Norm-Mallows 0.5_2;9.0;0.04188966751098633
+3D Cube_8;Norm-Mallows 0.5_3;13.0;0.040886878967285156
+3D Cube_8;Norm-Mallows 0.5_4;10.0;0.041887521743774414
+3D Cube_8;Norm-Mallows 0.5_5;12.0;0.04089093208312988
+3D Cube_8;Norm-Mallows 0.5_6;14.0;0.0419924259185791
+3D Cube_8;Norm-Mallows 0.5_7;11.0;0.04188990592956543
+3D Cube_8;Norm-Mallows 0.5_8;9.0;0.0419924259185791
+3D Cube_8;Norm-Mallows 0.5_9;8.0;0.04189038276672363
+3D Cube_8;Urn culture_id (gamma)_0;9.0;0.0408937931060791
+3D Cube_8;Urn culture_id (gamma)_1;10.0;0.04188251495361328
+3D Cube_8;Urn culture_id (gamma)_2;11.0;0.04189038276672363
+3D Cube_8;Urn culture_id (gamma)_3;9.0;0.0418856143951416
+3D Cube_8;Urn culture_id (gamma)_4;8.0;0.0408930778503418
+3D Cube_8;Urn culture_id (gamma)_5;9.0;0.04188823699951172
+3D Cube_8;Urn culture_id (gamma)_6;7.0;0.040888309478759766
+3D Cube_8;Urn culture_id (gamma)_7;10.0;0.04189014434814453
+3D Cube_8;Urn culture_id (gamma)_8;7.0;0.0418853759765625
+3D Cube_8;Urn culture_id (gamma)_9;8.0;0.04188847541809082
+3D Cube_8;ID;25.0;0.040967464447021484
+3D Cube_8;UN_0;11.0;0.04189324378967285
+3D Cube_8;UN_1;10.0;0.04088568687438965
+3D Cube_8;UN_2;11.0;0.041887760162353516
+3D Cube_8;UN_3;10.0;0.04188823699951172
+3D Cube_8;AN;19.0;0.041013240814208984
+3D Cube_9;2D Sphere_0;15.0;0.04201054573059082
+3D Cube_9;2D Sphere_1;15.0;0.04188823699951172
+3D Cube_9;2D Sphere_2;14.0;0.040888071060180664
+3D Cube_9;2D Sphere_3;16.0;0.041890621185302734
+3D Cube_9;2D Sphere_4;10.0;0.04189872741699219
+3D Cube_9;2D Sphere_5;12.0;0.04291534423828125
+3D Cube_9;2D Sphere_6;11.0;0.0420224666595459
+3D Cube_9;2D Sphere_7;15.0;0.041889190673828125
+3D Cube_9;2D Sphere_8;10.0;0.041886091232299805
+3D Cube_9;2D Sphere_9;12.0;0.04188966751098633
+3D Cube_9;3D Sphere_0;17.0;0.04188728332519531
+3D Cube_9;3D Sphere_1;13.0;0.04089069366455078
+3D Cube_9;3D Sphere_2;10.0;0.04189038276672363
+3D Cube_9;3D Sphere_3;13.0;0.0418848991394043
+3D Cube_9;3D Sphere_4;10.0;0.04188799858093262
+3D Cube_9;3D Sphere_5;11.0;0.04188871383666992
+3D Cube_9;3D Sphere_6;10.0;0.04188942909240723
+3D Cube_9;3D Sphere_7;11.0;0.0418858528137207
+3D Cube_9;3D Sphere_8;7.0;0.04202985763549805
+3D Cube_9;3D Sphere_9;14.0;0.04188227653503418
+3D Cube_9;Urn culture_id 0.1_0;12.0;0.040892839431762695
+3D Cube_9;Urn culture_id 0.1_1;13.0;0.0418858528137207
+3D Cube_9;Urn culture_id 0.1_2;16.0;0.04188823699951172
+3D Cube_9;Urn culture_id 0.1_3;14.0;0.04189038276672363
+3D Cube_9;Urn culture_id 0.1_4;22.0;0.04203629493713379
+3D Cube_9;Urn culture_id 0.1_5;11.0;0.04288530349731445
+3D Cube_9;Urn culture_id 0.1_6;9.0;0.04188966751098633
+3D Cube_9;Urn culture_id 0.1_7;13.0;0.04188895225524902
+3D Cube_9;Urn culture_id 0.1_8;10.0;0.045876264572143555
+3D Cube_9;Urn culture_id 0.1_9;13.0;0.0439453125
+3D Cube_9;Norm-Mallows 0.5_0;16.0;0.04292416572570801
+3D Cube_9;Norm-Mallows 0.5_1;13.0;0.04188108444213867
+3D Cube_9;Norm-Mallows 0.5_2;12.0;0.04188799858093262
+3D Cube_9;Norm-Mallows 0.5_3;14.0;0.041887521743774414
+3D Cube_9;Norm-Mallows 0.5_4;11.0;0.041890621185302734
+3D Cube_9;Norm-Mallows 0.5_5;13.0;0.041887760162353516
+3D Cube_9;Norm-Mallows 0.5_6;17.0;0.041886091232299805
+3D Cube_9;Norm-Mallows 0.5_7;14.0;0.04188799858093262
+3D Cube_9;Norm-Mallows 0.5_8;12.0;0.04188990592956543
+3D Cube_9;Norm-Mallows 0.5_9;15.0;0.04088902473449707
+3D Cube_9;Urn culture_id (gamma)_0;12.0;0.04188942909240723
+3D Cube_9;Urn culture_id (gamma)_1;11.0;0.04188823699951172
+3D Cube_9;Urn culture_id (gamma)_2;10.0;0.041951656341552734
+3D Cube_9;Urn culture_id (gamma)_3;14.0;0.04188871383666992
+3D Cube_9;Urn culture_id (gamma)_4;9.0;0.0418858528137207
+3D Cube_9;Urn culture_id (gamma)_5;12.0;0.04188871383666992
+3D Cube_9;Urn culture_id (gamma)_6;12.0;0.040889739990234375
+3D Cube_9;Urn culture_id (gamma)_7;13.0;0.04204416275024414
+3D Cube_9;Urn culture_id (gamma)_8;12.0;0.041889190673828125
+3D Cube_9;Urn culture_id (gamma)_9;9.0;0.041884422302246094
+3D Cube_9;ID;26.0;0.04189252853393555
+3D Cube_9;UN_0;10.0;0.04587268829345703
+3D Cube_9;UN_1;11.0;0.04398679733276367
+3D Cube_9;UN_2;12.0;0.042885541915893555
+3D Cube_9;UN_3;13.0;0.04188799858093262
+3D Cube_9;AN;16.0;0.042885780334472656
+2D Sphere_0;2D Sphere_1;8.0;0.04288458824157715
+2D Sphere_0;2D Sphere_2;15.0;0.04288840293884277
+2D Sphere_0;2D Sphere_3;9.0;0.0418851375579834
+2D Sphere_0;2D Sphere_4;11.0;0.042885780334472656
+2D Sphere_0;2D Sphere_5;9.0;0.04288887977600098
+2D Sphere_0;2D Sphere_6;10.0;0.04288339614868164
+2D Sphere_0;2D Sphere_7;12.0;0.0418853759765625
+2D Sphere_0;2D Sphere_8;11.0;0.042885541915893555
+2D Sphere_0;2D Sphere_9;13.0;0.04288792610168457
+2D Sphere_0;3D Sphere_0;16.0;0.0418856143951416
+2D Sphere_0;3D Sphere_1;14.0;0.04295039176940918
+2D Sphere_0;3D Sphere_2;9.0;0.042885780334472656
+2D Sphere_0;3D Sphere_3;8.0;0.04188799858093262
+2D Sphere_0;3D Sphere_4;15.0;0.042885541915893555
+2D Sphere_0;3D Sphere_5;12.0;0.04288434982299805
+2D Sphere_0;3D Sphere_6;15.0;0.04288530349731445
+2D Sphere_0;3D Sphere_7;16.0;0.04188966751098633
+2D Sphere_0;3D Sphere_8;14.0;0.047034502029418945
+2D Sphere_0;3D Sphere_9;7.0;0.04288816452026367
+2D Sphere_0;Urn culture_id 0.1_0;15.0;0.041884422302246094
+2D Sphere_0;Urn culture_id 0.1_1;14.0;0.0428929328918457
+2D Sphere_0;Urn culture_id 0.1_2;19.0;0.043016910552978516
+2D Sphere_0;Urn culture_id 0.1_3;15.0;0.04289126396179199
+2D Sphere_0;Urn culture_id 0.1_4;19.0;0.04288029670715332
+2D Sphere_0;Urn culture_id 0.1_5;16.0;0.04188799858093262
+2D Sphere_0;Urn culture_id 0.1_6;12.0;0.04288506507873535
+2D Sphere_0;Urn culture_id 0.1_7;10.0;0.04188847541809082
+2D Sphere_0;Urn culture_id 0.1_8;15.0;0.04288434982299805
+2D Sphere_0;Urn culture_id 0.1_9;14.0;0.042885780334472656
+2D Sphere_0;Norm-Mallows 0.5_0;13.0;0.04188871383666992
+2D Sphere_0;Norm-Mallows 0.5_1;14.0;0.042883872985839844
+2D Sphere_0;Norm-Mallows 0.5_2;15.0;0.04339146614074707
+2D Sphere_0;Norm-Mallows 0.5_3;17.0;0.04462409019470215
+2D Sphere_0;Norm-Mallows 0.5_4;8.0;0.04423403739929199
+2D Sphere_0;Norm-Mallows 0.5_5;12.0;0.041953325271606445
+2D Sphere_0;Norm-Mallows 0.5_6;12.0;0.04288339614868164
+2D Sphere_0;Norm-Mallows 0.5_7;19.0;0.04288482666015625
+2D Sphere_0;Norm-Mallows 0.5_8;13.0;0.042034149169921875
+2D Sphere_0;Norm-Mallows 0.5_9;12.0;0.04288530349731445
+2D Sphere_0;Urn culture_id (gamma)_0;11.0;0.04188823699951172
+2D Sphere_0;Urn culture_id (gamma)_1;12.0;0.04891085624694824
+2D Sphere_0;Urn culture_id (gamma)_2;13.0;0.04188799858093262
+2D Sphere_0;Urn culture_id (gamma)_3;13.0;0.04487919807434082
+2D Sphere_0;Urn culture_id (gamma)_4;8.0;0.041901588439941406
+2D Sphere_0;Urn culture_id (gamma)_5;17.0;0.04908251762390137
+2D Sphere_0;Urn culture_id (gamma)_6;11.0;0.05035734176635742
+2D Sphere_0;Urn culture_id (gamma)_7;16.0;0.0513460636138916
+2D Sphere_0;Urn culture_id (gamma)_8;9.0;0.05024528503417969
+2D Sphere_0;Urn culture_id (gamma)_9;16.0;0.051203012466430664
+2D Sphere_0;ID;21.0;0.05019211769104004
+2D Sphere_0;UN_0;15.0;0.051097869873046875
+2D Sphere_0;UN_1;16.0;0.05109834671020508
+2D Sphere_0;UN_2;17.0;0.0512392520904541
+2D Sphere_0;UN_3;16.0;0.05033683776855469
+2D Sphere_0;AN;17.0;0.043914794921875
+2D Sphere_1;2D Sphere_2;11.0;0.04188847541809082
+2D Sphere_1;2D Sphere_3;9.0;0.041023969650268555
+2D Sphere_1;2D Sphere_4;9.0;0.041887521743774414
+2D Sphere_1;2D Sphere_5;11.0;0.04188799858093262
+2D Sphere_1;2D Sphere_6;10.0;0.04089021682739258
+2D Sphere_1;2D Sphere_7;12.0;0.04189014434814453
+2D Sphere_1;2D Sphere_8;11.0;0.04088902473449707
+2D Sphere_1;2D Sphere_9;11.0;0.04188847541809082
+2D Sphere_1;3D Sphere_0;12.0;0.0408937931060791
+2D Sphere_1;3D Sphere_1;10.0;0.041884660720825195
+2D Sphere_1;3D Sphere_2;9.0;0.04085731506347656
+2D Sphere_1;3D Sphere_3;6.0;0.0429844856262207
+2D Sphere_1;3D Sphere_4;13.0;0.04188728332519531
+2D Sphere_1;3D Sphere_5;12.0;0.04089021682739258
+2D Sphere_1;3D Sphere_6;11.0;0.04188823699951172
+2D Sphere_1;3D Sphere_7;10.0;0.04188871383666992
+2D Sphere_1;3D Sphere_8;14.0;0.04089021682739258
+2D Sphere_1;3D Sphere_9;7.0;0.041889190673828125
+2D Sphere_1;Urn culture_id 0.1_0;13.0;0.04088950157165527
+2D Sphere_1;Urn culture_id 0.1_1;8.0;0.04188847541809082
+2D Sphere_1;Urn culture_id 0.1_2;13.0;0.04089212417602539
+2D Sphere_1;Urn culture_id 0.1_3;9.0;0.0418858528137207
+2D Sphere_1;Urn culture_id 0.1_4;19.0;0.04089045524597168
+2D Sphere_1;Urn culture_id 0.1_5;16.0;0.041890621185302734
+2D Sphere_1;Urn culture_id 0.1_6;12.0;0.04088854789733887
+2D Sphere_1;Urn culture_id 0.1_7;10.0;0.04202675819396973
+2D Sphere_1;Urn culture_id 0.1_8;11.0;0.040891170501708984
+2D Sphere_1;Urn culture_id 0.1_9;12.0;0.041887521743774414
+2D Sphere_1;Norm-Mallows 0.5_0;11.0;0.040891170501708984
+2D Sphere_1;Norm-Mallows 0.5_1;12.0;0.04088640213012695
+2D Sphere_1;Norm-Mallows 0.5_2;11.0;0.04288530349731445
+2D Sphere_1;Norm-Mallows 0.5_3;13.0;0.040892601013183594
+2D Sphere_1;Norm-Mallows 0.5_4;10.0;0.0418858528137207
+2D Sphere_1;Norm-Mallows 0.5_5;10.0;0.04089021682739258
+2D Sphere_1;Norm-Mallows 0.5_6;10.0;0.04189109802246094
+2D Sphere_1;Norm-Mallows 0.5_7;13.0;0.0419619083404541
+2D Sphere_1;Norm-Mallows 0.5_8;9.0;0.04192495346069336
+2D Sphere_1;Norm-Mallows 0.5_9;10.0;0.04188394546508789
+2D Sphere_1;Urn culture_id (gamma)_0;11.0;0.041887760162353516
+2D Sphere_1;Urn culture_id (gamma)_1;10.0;0.042047977447509766
+2D Sphere_1;Urn culture_id (gamma)_2;13.0;0.0418851375579834
+2D Sphere_1;Urn culture_id (gamma)_3;11.0;0.04188823699951172
+2D Sphere_1;Urn culture_id (gamma)_4;8.0;0.04188799858093262
+2D Sphere_1;Urn culture_id (gamma)_5;15.0;0.041890859603881836
+2D Sphere_1;Urn culture_id (gamma)_6;9.0;0.0418851375579834
+2D Sphere_1;Urn culture_id (gamma)_7;14.0;0.04188799858093262
+2D Sphere_1;Urn culture_id (gamma)_8;9.0;0.04189324378967285
+2D Sphere_1;Urn culture_id (gamma)_9;10.0;0.04188251495361328
+2D Sphere_1;ID;21.0;0.04188823699951172
+2D Sphere_1;UN_0;13.0;0.04201483726501465
+2D Sphere_1;UN_1;14.0;0.04188418388366699
+2D Sphere_1;UN_2;15.0;0.040888071060180664
+2D Sphere_1;UN_3;14.0;0.04188990592956543
+2D Sphere_1;AN;17.0;0.04201340675354004
+2D Sphere_2;2D Sphere_3;14.0;0.04291796684265137
+2D Sphere_2;2D Sphere_4;12.0;0.042893409729003906
+2D Sphere_2;2D Sphere_5;12.0;0.042879343032836914
+2D Sphere_2;2D Sphere_6;15.0;0.044933319091796875
+2D Sphere_2;2D Sphere_7;11.0;0.04285240173339844
+2D Sphere_2;2D Sphere_8;10.0;0.04491257667541504
+2D Sphere_2;2D Sphere_9;14.0;0.04288530349731445
+2D Sphere_2;3D Sphere_0;13.0;0.04288458824157715
+2D Sphere_2;3D Sphere_1;15.0;0.042891502380371094
+2D Sphere_2;3D Sphere_2;14.0;0.04287886619567871
+2D Sphere_2;3D Sphere_3;7.0;0.04288530349731445
+2D Sphere_2;3D Sphere_4;14.0;0.04288530349731445
+2D Sphere_2;3D Sphere_5;15.0;0.04388236999511719
+2D Sphere_2;3D Sphere_6;12.0;0.04288625717163086
+2D Sphere_2;3D Sphere_7;11.0;0.04288482666015625
+2D Sphere_2;3D Sphere_8;11.0;0.04288506507873535
+2D Sphere_2;3D Sphere_9;12.0;0.04388904571533203
+2D Sphere_2;Urn culture_id 0.1_0;16.0;0.042879343032836914
+2D Sphere_2;Urn culture_id 0.1_1;11.0;0.04288482666015625
+2D Sphere_2;Urn culture_id 0.1_2;12.0;0.04295802116394043
+2D Sphere_2;Urn culture_id 0.1_3;12.0;0.04288077354431152
+2D Sphere_2;Urn culture_id 0.1_4;22.0;0.04296255111694336
+2D Sphere_2;Urn culture_id 0.1_5;13.0;0.04388165473937988
+2D Sphere_2;Urn culture_id 0.1_6;15.0;0.04288649559020996
+2D Sphere_2;Urn culture_id 0.1_7;15.0;0.042887210845947266
+2D Sphere_2;Urn culture_id 0.1_8;12.0;0.04288363456726074
+2D Sphere_2;Urn culture_id 0.1_9;13.0;0.04388165473937988
+2D Sphere_2;Norm-Mallows 0.5_0;18.0;0.04289126396179199
+2D Sphere_2;Norm-Mallows 0.5_1;15.0;0.04295229911804199
+2D Sphere_2;Norm-Mallows 0.5_2;14.0;0.043883562088012695
+2D Sphere_2;Norm-Mallows 0.5_3;16.0;0.04288673400878906
+2D Sphere_2;Norm-Mallows 0.5_4;15.0;0.042882442474365234
+2D Sphere_2;Norm-Mallows 0.5_5;15.0;0.04388236999511719
+2D Sphere_2;Norm-Mallows 0.5_6;17.0;0.04288768768310547
+2D Sphere_2;Norm-Mallows 0.5_7;14.0;0.04288673400878906
+2D Sphere_2;Norm-Mallows 0.5_8;10.0;0.04288482666015625
+2D Sphere_2;Norm-Mallows 0.5_9;13.0;0.04288768768310547
+2D Sphere_2;Urn culture_id (gamma)_0;16.0;0.04387664794921875
+2D Sphere_2;Urn culture_id (gamma)_1;15.0;0.043004512786865234
+2D Sphere_2;Urn culture_id (gamma)_2;14.0;0.042882680892944336
+2D Sphere_2;Urn culture_id (gamma)_3;12.0;0.04288744926452637
+2D Sphere_2;Urn culture_id (gamma)_4;15.0;0.04288458824157715
+2D Sphere_2;Urn culture_id (gamma)_5;16.0;0.04296684265136719
+2D Sphere_2;Urn culture_id (gamma)_6;16.0;0.043946027755737305
+2D Sphere_2;Urn culture_id (gamma)_7;17.0;0.042882680892944336
+2D Sphere_2;Urn culture_id (gamma)_8;12.0;0.04288482666015625
+2D Sphere_2;Urn culture_id (gamma)_9;13.0;0.042885541915893555
+2D Sphere_2;ID;28.0;0.04288482666015625
+2D Sphere_2;UN_0;16.0;0.04288530349731445
+2D Sphere_2;UN_1;15.0;0.043883562088012695
+2D Sphere_2;UN_2;16.0;0.04288506507873535
+2D Sphere_2;UN_3;17.0;0.043941497802734375
+2D Sphere_2;AN;8.0;0.04388856887817383
+2D Sphere_3;2D Sphere_4;16.0;0.0419619083404541
+2D Sphere_3;2D Sphere_5;8.0;0.04188656806945801
+2D Sphere_3;2D Sphere_6;7.0;0.042885780334472656
+2D Sphere_3;2D Sphere_7;19.0;0.04200410842895508
+2D Sphere_3;2D Sphere_8;12.0;0.04288530349731445
+2D Sphere_3;2D Sphere_9;10.0;0.041887760162353516
+2D Sphere_3;3D Sphere_0;7.0;0.042893409729003906
+2D Sphere_3;3D Sphere_1;15.0;0.041887760162353516
+2D Sphere_3;3D Sphere_2;10.0;0.04196619987487793
+2D Sphere_3;3D Sphere_3;9.0;0.042885541915893555
+2D Sphere_3;3D Sphere_4;12.0;0.04188799858093262
+2D Sphere_3;3D Sphere_5;9.0;0.04288530349731445
+2D Sphere_3;3D Sphere_6;18.0;0.04188847541809082
+2D Sphere_3;3D Sphere_7;15.0;0.0429072380065918
+2D Sphere_3;3D Sphere_8;17.0;0.04188895225524902
+2D Sphere_3;3D Sphere_9;10.0;0.04205060005187988
+2D Sphere_3;Urn culture_id 0.1_0;18.0;0.04311203956604004
+2D Sphere_3;Urn culture_id 0.1_1;13.0;0.041890621185302734
+2D Sphere_3;Urn culture_id 0.1_2;14.0;0.0428774356842041
+2D Sphere_3;Urn culture_id 0.1_3;14.0;0.0418851375579834
+2D Sphere_3;Urn culture_id 0.1_4;12.0;0.04188799858093262
+2D Sphere_3;Urn culture_id 0.1_5;17.0;0.042882442474365234
+2D Sphere_3;Urn culture_id 0.1_6;15.0;0.042992353439331055
+2D Sphere_3;Urn culture_id 0.1_7;11.0;0.042006731033325195
+2D Sphere_3;Urn culture_id 0.1_8;18.0;0.042885780334472656
+2D Sphere_3;Urn culture_id 0.1_9;13.0;0.04188823699951172
+2D Sphere_3;Norm-Mallows 0.5_0;10.0;0.04188799858093262
+2D Sphere_3;Norm-Mallows 0.5_1;11.0;0.04389691352844238
+2D Sphere_3;Norm-Mallows 0.5_2;14.0;0.04352736473083496
+2D Sphere_3;Norm-Mallows 0.5_3;14.0;0.04533958435058594
+2D Sphere_3;Norm-Mallows 0.5_4;9.0;0.0443575382232666
+2D Sphere_3;Norm-Mallows 0.5_5;7.0;0.04627799987792969
+2D Sphere_3;Norm-Mallows 0.5_6;7.0;0.04322314262390137
+2D Sphere_3;Norm-Mallows 0.5_7;16.0;0.043211936950683594
+2D Sphere_3;Norm-Mallows 0.5_8;10.0;0.04311060905456543
+2D Sphere_3;Norm-Mallows 0.5_9;11.0;0.04403352737426758
+2D Sphere_3;Urn culture_id (gamma)_0;14.0;0.043074846267700195
+2D Sphere_3;Urn culture_id (gamma)_1;17.0;0.04311823844909668
+2D Sphere_3;Urn culture_id (gamma)_2;14.0;0.04815840721130371
+2D Sphere_3;Urn culture_id (gamma)_3;10.0;0.04430723190307617
+2D Sphere_3;Urn culture_id (gamma)_4;15.0;0.04432559013366699
+2D Sphere_3;Urn culture_id (gamma)_5;18.0;0.042929887771606445
+2D Sphere_3;Urn culture_id (gamma)_6;10.0;0.04419398307800293
+2D Sphere_3;Urn culture_id (gamma)_7;19.0;0.04210233688354492
+2D Sphere_3;Urn culture_id (gamma)_8;12.0;0.0440366268157959
+2D Sphere_3;Urn culture_id (gamma)_9;17.0;0.04291653633117676
+2D Sphere_3;ID;14.0;0.042043447494506836
+2D Sphere_3;UN_0;20.0;0.04301929473876953
+2D Sphere_3;UN_1;21.0;0.04291892051696777
+2D Sphere_3;UN_2;22.0;0.041884660720825195
+2D Sphere_3;UN_3;21.0;0.042885780334472656
+2D Sphere_3;AN;22.0;0.04288744926452637
+2D Sphere_4;2D Sphere_5;12.0;0.04294157028198242
+2D Sphere_4;2D Sphere_6;13.0;0.04407644271850586
+2D Sphere_4;2D Sphere_7;5.0;0.041890621185302734
+2D Sphere_4;2D Sphere_8;12.0;0.04295468330383301
+2D Sphere_4;2D Sphere_9;10.0;0.04188680648803711
+2D Sphere_4;3D Sphere_0;15.0;0.042893171310424805
+2D Sphere_4;3D Sphere_1;11.0;0.04203629493713379
+2D Sphere_4;3D Sphere_2;10.0;0.042883872985839844
+2D Sphere_4;3D Sphere_3;13.0;0.041918039321899414
+2D Sphere_4;3D Sphere_4;12.0;0.04288768768310547
+2D Sphere_4;3D Sphere_5;15.0;0.04197263717651367
+2D Sphere_4;3D Sphere_6;10.0;0.04288434982299805
+2D Sphere_4;3D Sphere_7;13.0;0.04188799858093262
+2D Sphere_4;3D Sphere_8;7.0;0.04288482666015625
+2D Sphere_4;3D Sphere_9;8.0;0.04391217231750488
+2D Sphere_4;Urn culture_id 0.1_0;12.0;0.04939126968383789
+2D Sphere_4;Urn culture_id 0.1_1;9.0;0.05038189888000488
+2D Sphere_4;Urn culture_id 0.1_2;16.0;0.050469398498535156
+2D Sphere_4;Urn culture_id 0.1_3;12.0;0.05023550987243652
+2D Sphere_4;Urn culture_id 0.1_4;22.0;0.050163984298706055
+2D Sphere_4;Urn culture_id 0.1_5;15.0;0.050289154052734375
+2D Sphere_4;Urn culture_id 0.1_6;13.0;0.05119132995605469
+2D Sphere_4;Urn culture_id 0.1_7;13.0;0.05010032653808594
+2D Sphere_4;Urn culture_id 0.1_8;12.0;0.05134296417236328
+2D Sphere_4;Urn culture_id 0.1_9;11.0;0.05019235610961914
+2D Sphere_4;Norm-Mallows 0.5_0;18.0;0.05020618438720703
+2D Sphere_4;Norm-Mallows 0.5_1;13.0;0.05037236213684082
+2D Sphere_4;Norm-Mallows 0.5_2;12.0;0.05010175704956055
+2D Sphere_4;Norm-Mallows 0.5_3;14.0;0.050276756286621094
+2D Sphere_4;Norm-Mallows 0.5_4;13.0;0.043024539947509766
+2D Sphere_4;Norm-Mallows 0.5_5;13.0;0.04287981986999512
+2D Sphere_4;Norm-Mallows 0.5_6;15.0;0.04189157485961914
+2D Sphere_4;Norm-Mallows 0.5_7;12.0;0.04188847541809082
+2D Sphere_4;Norm-Mallows 0.5_8;12.0;0.04304242134094238
+2D Sphere_4;Norm-Mallows 0.5_9;13.0;0.04189133644104004
+2D Sphere_4;Urn culture_id (gamma)_0;10.0;0.042885541915893555
+2D Sphere_4;Urn culture_id (gamma)_1;11.0;0.04188680648803711
+2D Sphere_4;Urn culture_id (gamma)_2;12.0;0.04388070106506348
+2D Sphere_4;Urn culture_id (gamma)_3;14.0;0.04188799858093262
+2D Sphere_4;Urn culture_id (gamma)_4;9.0;0.04288482666015625
+2D Sphere_4;Urn culture_id (gamma)_5;10.0;0.04189157485961914
+2D Sphere_4;Urn culture_id (gamma)_6;10.0;0.04288601875305176
+2D Sphere_4;Urn culture_id (gamma)_7;13.0;0.04288125038146973
+2D Sphere_4;Urn culture_id (gamma)_8;12.0;0.04189133644104004
+2D Sphere_4;Urn culture_id (gamma)_9;9.0;0.041890859603881836
+2D Sphere_4;ID;28.0;0.04188251495361328
+2D Sphere_4;UN_0;10.0;0.04188990592956543
+2D Sphere_4;UN_1;11.0;0.042882680892944336
+2D Sphere_4;UN_2;12.0;0.04188942909240723
+2D Sphere_4;UN_3;13.0;0.04188895225524902
+2D Sphere_4;AN;12.0;0.041896820068359375
+2D Sphere_5;2D Sphere_6;9.0;0.04194951057434082
+2D Sphere_5;2D Sphere_7;13.0;0.04188847541809082
+2D Sphere_5;2D Sphere_8;10.0;0.04193925857543945
+2D Sphere_5;2D Sphere_9;8.0;0.0418851375579834
+2D Sphere_5;3D Sphere_0;11.0;0.04288506507873535
+2D Sphere_5;3D Sphere_1;11.0;0.04089045524597168
+2D Sphere_5;3D Sphere_2;10.0;0.04288649559020996
+2D Sphere_5;3D Sphere_3;13.0;0.04089045524597168
+2D Sphere_5;3D Sphere_4;10.0;0.041887521743774414
+2D Sphere_5;3D Sphere_5;9.0;0.04288530349731445
+2D Sphere_5;3D Sphere_6;10.0;0.042885541915893555
+2D Sphere_5;3D Sphere_7;13.0;0.041887760162353516
+2D Sphere_5;3D Sphere_8;13.0;0.041892290115356445
+2D Sphere_5;3D Sphere_9;10.0;0.04195570945739746
+2D Sphere_5;Urn culture_id 0.1_0;12.0;0.041887521743774414
+2D Sphere_5;Urn culture_id 0.1_1;11.0;0.041890621185302734
+2D Sphere_5;Urn culture_id 0.1_2;18.0;0.0418858528137207
+2D Sphere_5;Urn culture_id 0.1_3;10.0;0.041887760162353516
+2D Sphere_5;Urn culture_id 0.1_4;18.0;0.041893959045410156
+2D Sphere_5;Urn culture_id 0.1_5;15.0;0.041884660720825195
+2D Sphere_5;Urn culture_id 0.1_6;11.0;0.0418856143951416
+2D Sphere_5;Urn culture_id 0.1_7;11.0;0.04303622245788574
+2D Sphere_5;Urn culture_id 0.1_8;14.0;0.04288482666015625
+2D Sphere_5;Urn culture_id 0.1_9;13.0;0.04188704490661621
+2D Sphere_5;Norm-Mallows 0.5_0;12.0;0.04288887977600098
+2D Sphere_5;Norm-Mallows 0.5_1;11.0;0.04188656806945801
+2D Sphere_5;Norm-Mallows 0.5_2;8.0;0.04290938377380371
+2D Sphere_5;Norm-Mallows 0.5_3;14.0;0.041890859603881836
+2D Sphere_5;Norm-Mallows 0.5_4;7.0;0.04188823699951172
+2D Sphere_5;Norm-Mallows 0.5_5;11.0;0.042885541915893555
+2D Sphere_5;Norm-Mallows 0.5_6;13.0;0.04188847541809082
+2D Sphere_5;Norm-Mallows 0.5_7;14.0;0.04188680648803711
+2D Sphere_5;Norm-Mallows 0.5_8;10.0;0.042885541915893555
+2D Sphere_5;Norm-Mallows 0.5_9;11.0;0.04295754432678223
+2D Sphere_5;Urn culture_id (gamma)_0;10.0;0.04309272766113281
+2D Sphere_5;Urn culture_id (gamma)_1;11.0;0.0418853759765625
+2D Sphere_5;Urn culture_id (gamma)_2;12.0;0.04185628890991211
+2D Sphere_5;Urn culture_id (gamma)_3;10.0;0.041919708251953125
+2D Sphere_5;Urn culture_id (gamma)_4;9.0;0.04188990592956543
+2D Sphere_5;Urn culture_id (gamma)_5;12.0;0.041886329650878906
+2D Sphere_5;Urn culture_id (gamma)_6;10.0;0.04388236999511719
+2D Sphere_5;Urn culture_id (gamma)_7;13.0;0.04189038276672363
+2D Sphere_5;Urn culture_id (gamma)_8;10.0;0.041886329650878906
+2D Sphere_5;Urn culture_id (gamma)_9;11.0;0.04188823699951172
+2D Sphere_5;ID;22.0;0.04188704490661621
+2D Sphere_5;UN_0;14.0;0.0419611930847168
+2D Sphere_5;UN_1;13.0;0.04188823699951172
+2D Sphere_5;UN_2;14.0;0.041889190673828125
+2D Sphere_5;UN_3;15.0;0.041889190673828125
+2D Sphere_5;AN;18.0;0.0418851375579834
+2D Sphere_6;2D Sphere_7;14.0;0.04291415214538574
+2D Sphere_6;2D Sphere_8;11.0;0.04288983345031738
+2D Sphere_6;2D Sphere_9;7.0;0.04396820068359375
+2D Sphere_6;3D Sphere_0;8.0;0.042881011962890625
+2D Sphere_6;3D Sphere_1;14.0;0.04288530349731445
+2D Sphere_6;3D Sphere_2;9.0;0.043885231018066406
+2D Sphere_6;3D Sphere_3;12.0;0.04288506507873535
+2D Sphere_6;3D Sphere_4;11.0;0.04388022422790527
+2D Sphere_6;3D Sphere_5;6.0;0.04288530349731445
+2D Sphere_6;3D Sphere_6;15.0;0.04288673400878906
+2D Sphere_6;3D Sphere_7;14.0;0.04387402534484863
+2D Sphere_6;3D Sphere_8;14.0;0.042893409729003906
+2D Sphere_6;3D Sphere_9;9.0;0.04288768768310547
+2D Sphere_6;Urn culture_id 0.1_0;13.0;0.043881893157958984
+2D Sphere_6;Urn culture_id 0.1_1;14.0;0.04895520210266113
+2D Sphere_6;Urn culture_id 0.1_2;17.0;0.042885780334472656
+2D Sphere_6;Urn culture_id 0.1_3;13.0;0.04288482666015625
+2D Sphere_6;Urn culture_id 0.1_4;15.0;0.042890071868896484
+2D Sphere_6;Urn culture_id 0.1_5;16.0;0.042883872985839844
+2D Sphere_6;Urn culture_id 0.1_6;12.0;0.042884111404418945
+2D Sphere_6;Urn culture_id 0.1_7;14.0;0.04288482666015625
+2D Sphere_6;Urn culture_id 0.1_8;15.0;0.04288434982299805
+2D Sphere_6;Urn culture_id 0.1_9;14.0;0.04388236999511719
+2D Sphere_6;Norm-Mallows 0.5_0;11.0;0.04288840293884277
+2D Sphere_6;Norm-Mallows 0.5_1;8.0;0.042883872985839844
+2D Sphere_6;Norm-Mallows 0.5_2;11.0;0.04426431655883789
+2D Sphere_6;Norm-Mallows 0.5_3;13.0;0.04319405555725098
+2D Sphere_6;Norm-Mallows 0.5_4;6.0;0.04399371147155762
+2D Sphere_6;Norm-Mallows 0.5_5;6.0;0.04516243934631348
+2D Sphere_6;Norm-Mallows 0.5_6;8.0;0.043956756591796875
+2D Sphere_6;Norm-Mallows 0.5_7;15.0;0.044879913330078125
+2D Sphere_6;Norm-Mallows 0.5_8;11.0;0.04488039016723633
+2D Sphere_6;Norm-Mallows 0.5_9;10.0;0.04388236999511719
+2D Sphere_6;Urn culture_id (gamma)_0;11.0;0.04388308525085449
+2D Sphere_6;Urn culture_id (gamma)_1;14.0;0.04587745666503906
+2D Sphere_6;Urn culture_id (gamma)_2;13.0;0.04497718811035156
+2D Sphere_6;Urn culture_id (gamma)_3;13.0;0.04388308525085449
+2D Sphere_6;Urn culture_id (gamma)_4;10.0;0.042963504791259766
+2D Sphere_6;Urn culture_id (gamma)_5;17.0;0.0439145565032959
+2D Sphere_6;Urn culture_id (gamma)_6;11.0;0.04403328895568848
+2D Sphere_6;Urn culture_id (gamma)_7;16.0;0.044060707092285156
+2D Sphere_6;Urn culture_id (gamma)_8;9.0;0.048998117446899414
+2D Sphere_6;Urn culture_id (gamma)_9;14.0;0.04622983932495117
+2D Sphere_6;ID;19.0;0.045085906982421875
+2D Sphere_6;UN_0;17.0;0.04491257667541504
+2D Sphere_6;UN_1;16.0;0.04413771629333496
+2D Sphere_6;UN_2;17.0;0.04403805732727051
+2D Sphere_6;UN_3;16.0;0.0449984073638916
+2D Sphere_6;AN;19.0;0.04511713981628418
+2D Sphere_7;2D Sphere_8;11.0;0.046005964279174805
+2D Sphere_7;2D Sphere_9;13.0;0.04619765281677246
+2D Sphere_7;3D Sphere_0;16.0;0.04624128341674805
+2D Sphere_7;3D Sphere_1;12.0;0.0471956729888916
+2D Sphere_7;3D Sphere_2;11.0;0.04447340965270996
+2D Sphere_7;3D Sphere_3;16.0;0.04639005661010742
+2D Sphere_7;3D Sphere_4;13.0;0.046091318130493164
+2D Sphere_7;3D Sphere_5;14.0;0.050330162048339844
+2D Sphere_7;3D Sphere_6;11.0;0.0512852668762207
+2D Sphere_7;3D Sphere_7;12.0;0.05125570297241211
+2D Sphere_7;3D Sphere_8;12.0;0.05141568183898926
+2D Sphere_7;3D Sphere_9;11.0;0.046099185943603516
+2D Sphere_7;Urn culture_id 0.1_0;15.0;0.042963504791259766
+2D Sphere_7;Urn culture_id 0.1_1;12.0;0.04288625717163086
+2D Sphere_7;Urn culture_id 0.1_2;15.0;0.04414248466491699
+2D Sphere_7;Urn culture_id 0.1_3;13.0;0.042977094650268555
+2D Sphere_7;Urn culture_id 0.1_4;23.0;0.043894290924072266
+2D Sphere_7;Urn culture_id 0.1_5;14.0;0.043007612228393555
+2D Sphere_7;Urn culture_id 0.1_6;10.0;0.04399394989013672
+2D Sphere_7;Urn culture_id 0.1_7;14.0;0.04451775550842285
+2D Sphere_7;Urn culture_id 0.1_8;11.0;0.04290056228637695
+2D Sphere_7;Urn culture_id 0.1_9;12.0;0.04388260841369629
+2D Sphere_7;Norm-Mallows 0.5_0;19.0;0.04318046569824219
+2D Sphere_7;Norm-Mallows 0.5_1;14.0;0.04648184776306152
+2D Sphere_7;Norm-Mallows 0.5_2;15.0;0.043992042541503906
+2D Sphere_7;Norm-Mallows 0.5_3;15.0;0.050417184829711914
+2D Sphere_7;Norm-Mallows 0.5_4;14.0;0.046259164810180664
+2D Sphere_7;Norm-Mallows 0.5_5;14.0;0.04491400718688965
+2D Sphere_7;Norm-Mallows 0.5_6;18.0;0.045488595962524414
+2D Sphere_7;Norm-Mallows 0.5_7;11.0;0.04397916793823242
+2D Sphere_7;Norm-Mallows 0.5_8;15.0;0.04390430450439453
+2D Sphere_7;Norm-Mallows 0.5_9;14.0;0.04391050338745117
+2D Sphere_7;Urn culture_id (gamma)_0;13.0;0.04392719268798828
+2D Sphere_7;Urn culture_id (gamma)_1;12.0;0.047943115234375
+2D Sphere_7;Urn culture_id (gamma)_2;13.0;0.04393815994262695
+2D Sphere_7;Urn culture_id (gamma)_3;15.0;0.04395651817321777
+2D Sphere_7;Urn culture_id (gamma)_4;12.0;0.04497957229614258
+2D Sphere_7;Urn culture_id (gamma)_5;13.0;0.04612445831298828
+2D Sphere_7;Urn culture_id (gamma)_6;13.0;0.04402732849121094
+2D Sphere_7;Urn culture_id (gamma)_7;14.0;0.043950557708740234
+2D Sphere_7;Urn culture_id (gamma)_8;13.0;0.043972015380859375
+2D Sphere_7;Urn culture_id (gamma)_9;12.0;0.044022560119628906
+2D Sphere_7;ID;29.0;0.043993234634399414
+2D Sphere_7;UN_0;13.0;0.04394817352294922
+2D Sphere_7;UN_1;14.0;0.043959617614746094
+2D Sphere_7;UN_2;13.0;0.04505443572998047
+2D Sphere_7;UN_3;14.0;0.04299759864807129
+2D Sphere_7;AN;9.0;0.04923701286315918
+2D Sphere_8;2D Sphere_9;14.0;0.05236411094665527
+2D Sphere_8;3D Sphere_0;13.0;0.06248641014099121
+2D Sphere_8;3D Sphere_1;11.0;0.06743335723876953
+2D Sphere_8;3D Sphere_2;12.0;0.059346914291381836
+2D Sphere_8;3D Sphere_3;13.0;0.047231197357177734
+2D Sphere_8;3D Sphere_4;12.0;0.04497933387756348
+2D Sphere_8;3D Sphere_5;13.0;0.04614758491516113
+2D Sphere_8;3D Sphere_6;8.0;0.04288434982299805
+2D Sphere_8;3D Sphere_7;11.0;0.04705381393432617
+2D Sphere_8;3D Sphere_8;11.0;0.04403495788574219
+2D Sphere_8;3D Sphere_9;12.0;0.04400134086608887
+2D Sphere_8;Urn culture_id 0.1_0;8.0;0.05186104774475098
+2D Sphere_8;Urn culture_id 0.1_1;15.0;0.04831337928771973
+2D Sphere_8;Urn culture_id 0.1_2;18.0;0.056108951568603516
+2D Sphere_8;Urn culture_id 0.1_3;14.0;0.05585026741027832
+2D Sphere_8;Urn culture_id 0.1_4;20.0;0.04292035102844238
+2D Sphere_8;Urn culture_id 0.1_5;15.0;0.043880462646484375
+2D Sphere_8;Urn culture_id 0.1_6;9.0;0.04285407066345215
+2D Sphere_8;Urn culture_id 0.1_7;13.0;0.042916297912597656
+2D Sphere_8;Urn culture_id 0.1_8;10.0;0.044847726821899414
+2D Sphere_8;Urn culture_id 0.1_9;11.0;0.043917179107666016
+2D Sphere_8;Norm-Mallows 0.5_0;14.0;0.04388022422790527
+2D Sphere_8;Norm-Mallows 0.5_1;11.0;0.04584503173828125
+2D Sphere_8;Norm-Mallows 0.5_2;14.0;0.043883323669433594
+2D Sphere_8;Norm-Mallows 0.5_3;12.0;0.04526638984680176
+2D Sphere_8;Norm-Mallows 0.5_4;11.0;0.043074607849121094
+2D Sphere_8;Norm-Mallows 0.5_5;11.0;0.04195857048034668
+2D Sphere_8;Norm-Mallows 0.5_6;11.0;0.04588627815246582
+2D Sphere_8;Norm-Mallows 0.5_7;14.0;0.04394650459289551
+2D Sphere_8;Norm-Mallows 0.5_8;10.0;0.05681586265563965
+2D Sphere_8;Norm-Mallows 0.5_9;13.0;0.04288434982299805
+2D Sphere_8;Urn culture_id (gamma)_0;12.0;0.043005943298339844
+2D Sphere_8;Urn culture_id (gamma)_1;13.0;0.04188823699951172
+2D Sphere_8;Urn culture_id (gamma)_2;10.0;0.04309391975402832
+2D Sphere_8;Urn culture_id (gamma)_3;12.0;0.04291415214538574
+2D Sphere_8;Urn culture_id (gamma)_4;11.0;0.04288530349731445
+2D Sphere_8;Urn culture_id (gamma)_5;14.0;0.04487967491149902
+2D Sphere_8;Urn culture_id (gamma)_6;12.0;0.04192209243774414
+2D Sphere_8;Urn culture_id (gamma)_7;13.0;0.042885541915893555
+2D Sphere_8;Urn culture_id (gamma)_8;10.0;0.04294919967651367
+2D Sphere_8;Urn culture_id (gamma)_9;13.0;0.04385495185852051
+2D Sphere_8;ID;24.0;0.044969797134399414
+2D Sphere_8;UN_0;14.0;0.05182647705078125
+2D Sphere_8;UN_1;13.0;0.045912742614746094
+2D Sphere_8;UN_2;12.0;0.04387974739074707
+2D Sphere_8;UN_3;15.0;0.04288482666015625
+2D Sphere_8;AN;16.0;0.042885541915893555
+2D Sphere_9;3D Sphere_0;7.0;0.042955875396728516
+2D Sphere_9;3D Sphere_1;15.0;0.04297327995300293
+2D Sphere_9;3D Sphere_2;12.0;0.045885324478149414
+2D Sphere_9;3D Sphere_3;13.0;0.04303097724914551
+2D Sphere_9;3D Sphere_4;12.0;0.04297518730163574
+2D Sphere_9;3D Sphere_5;9.0;0.04288458824157715
+2D Sphere_9;3D Sphere_6;16.0;0.04222273826599121
+2D Sphere_9;3D Sphere_7;15.0;0.04298257827758789
+2D Sphere_9;3D Sphere_8;11.0;0.04388165473937988
+2D Sphere_9;3D Sphere_9;12.0;0.04223442077636719
+2D Sphere_9;Urn culture_id 0.1_0;12.0;0.04225349426269531
+2D Sphere_9;Urn culture_id 0.1_1;13.0;0.04284405708312988
+2D Sphere_9;Urn culture_id 0.1_2;16.0;0.05889439582824707
+2D Sphere_9;Urn culture_id 0.1_3;14.0;0.048528432846069336
+2D Sphere_9;Urn culture_id 0.1_4;14.0;0.049956321716308594
+2D Sphere_9;Urn culture_id 0.1_5;15.0;0.051007986068725586
+2D Sphere_9;Urn culture_id 0.1_6;13.0;0.05036354064941406
+2D Sphere_9;Urn culture_id 0.1_7;13.0;0.05127882957458496
+2D Sphere_9;Urn culture_id 0.1_8;16.0;0.05011177062988281
+2D Sphere_9;Urn culture_id 0.1_9;11.0;0.05101418495178223
+2D Sphere_9;Norm-Mallows 0.5_0;10.0;0.051284074783325195
+2D Sphere_9;Norm-Mallows 0.5_1;7.0;0.04927396774291992
+2D Sphere_9;Norm-Mallows 0.5_2;10.0;0.051254987716674805
+2D Sphere_9;Norm-Mallows 0.5_3;10.0;0.050211429595947266
+2D Sphere_9;Norm-Mallows 0.5_4;7.0;0.05128049850463867
+2D Sphere_9;Norm-Mallows 0.5_5;9.0;0.05019116401672363
+2D Sphere_9;Norm-Mallows 0.5_6;11.0;0.050310611724853516
+2D Sphere_9;Norm-Mallows 0.5_7;14.0;0.050112247467041016
+2D Sphere_9;Norm-Mallows 0.5_8;10.0;0.05025482177734375
+2D Sphere_9;Norm-Mallows 0.5_9;11.0;0.05034136772155762
+2D Sphere_9;Urn culture_id (gamma)_0;14.0;0.05115461349487305
+2D Sphere_9;Urn culture_id (gamma)_1;15.0;0.049292564392089844
+2D Sphere_9;Urn culture_id (gamma)_2;16.0;0.05037283897399902
+2D Sphere_9;Urn culture_id (gamma)_3;12.0;0.05119013786315918
+2D Sphere_9;Urn culture_id (gamma)_4;13.0;0.05027365684509277
+2D Sphere_9;Urn culture_id (gamma)_5;18.0;0.050209760665893555
+2D Sphere_9;Urn culture_id (gamma)_6;14.0;0.05035662651062012
+2D Sphere_9;Urn culture_id (gamma)_7;17.0;0.0502772331237793
+2D Sphere_9;Urn culture_id (gamma)_8;12.0;0.05056190490722656
+2D Sphere_9;Urn culture_id (gamma)_9;15.0;0.051133155822753906
+2D Sphere_9;ID;18.0;0.049353837966918945
+2D Sphere_9;UN_0;18.0;0.05115842819213867
+2D Sphere_9;UN_1;17.0;0.050209760665893555
+2D Sphere_9;UN_2;18.0;0.05104207992553711
+2D Sphere_9;UN_3;19.0;0.051268577575683594
+2D Sphere_9;AN;20.0;0.05027937889099121
+3D Sphere_0;3D Sphere_1;12.0;0.05306267738342285
+3D Sphere_0;3D Sphere_2;11.0;0.04395580291748047
+3D Sphere_0;3D Sphere_3;10.0;0.043883323669433594
+3D Sphere_0;3D Sphere_4;13.0;0.042887210845947266
+3D Sphere_0;3D Sphere_5;12.0;0.043880462646484375
+3D Sphere_0;3D Sphere_6;15.0;0.04288625717163086
+3D Sphere_0;3D Sphere_7;14.0;0.04395699501037598
+3D Sphere_0;3D Sphere_8;16.0;0.04288768768310547
+3D Sphere_0;3D Sphere_9;13.0;0.04407095909118652
+3D Sphere_0;Urn culture_id 0.1_0;13.0;0.04288029670715332
+3D Sphere_0;Urn culture_id 0.1_1;12.0;0.04288744926452637
+3D Sphere_0;Urn culture_id 0.1_2;13.0;0.04288601875305176
+3D Sphere_0;Urn culture_id 0.1_3;13.0;0.04497122764587402
+3D Sphere_0;Urn culture_id 0.1_4;13.0;0.04288506507873535
+3D Sphere_0;Urn culture_id 0.1_5;16.0;0.042958974838256836
+3D Sphere_0;Urn culture_id 0.1_6;14.0;0.04403185844421387
+3D Sphere_0;Urn culture_id 0.1_7;12.0;0.04288434982299805
+3D Sphere_0;Urn culture_id 0.1_8;17.0;0.04288363456726074
+3D Sphere_0;Urn culture_id 0.1_9;10.0;0.0438845157623291
+3D Sphere_0;Norm-Mallows 0.5_0;13.0;0.04288530349731445
+3D Sphere_0;Norm-Mallows 0.5_1;6.0;0.04288959503173828
+3D Sphere_0;Norm-Mallows 0.5_2;13.0;0.04387640953063965
+3D Sphere_0;Norm-Mallows 0.5_3;9.0;0.04299116134643555
+3D Sphere_0;Norm-Mallows 0.5_4;10.0;0.042884111404418945
+3D Sphere_0;Norm-Mallows 0.5_5;10.0;0.043884992599487305
+3D Sphere_0;Norm-Mallows 0.5_6;8.0;0.04288601875305176
+3D Sphere_0;Norm-Mallows 0.5_7;15.0;0.042886972427368164
+3D Sphere_0;Norm-Mallows 0.5_8;7.0;0.043879032135009766
+3D Sphere_0;Norm-Mallows 0.5_9;12.0;0.042884111404418945
+3D Sphere_0;Urn culture_id (gamma)_0;15.0;0.04388427734375
+3D Sphere_0;Urn culture_id (gamma)_1;16.0;0.04288363456726074
+3D Sphere_0;Urn culture_id (gamma)_2;15.0;0.04288625717163086
+3D Sphere_0;Urn culture_id (gamma)_3;7.0;0.043917179107666016
+3D Sphere_0;Urn culture_id (gamma)_4;16.0;0.04288768768310547
+3D Sphere_0;Urn culture_id (gamma)_5;17.0;0.04288482666015625
+3D Sphere_0;Urn culture_id (gamma)_6;15.0;0.04497051239013672
+3D Sphere_0;Urn culture_id (gamma)_7;18.0;0.042890071868896484
+3D Sphere_0;Urn culture_id (gamma)_8;13.0;0.04287886619567871
+3D Sphere_0;Urn culture_id (gamma)_9;16.0;0.04388284683227539
+3D Sphere_0;ID;17.0;0.04288792610168457
+3D Sphere_0;UN_0;19.0;0.04387998580932617
+3D Sphere_0;UN_1;18.0;0.04288530349731445
+3D Sphere_0;UN_2;19.0;0.04388427734375
+3D Sphere_0;UN_3;18.0;0.04288506507873535
+3D Sphere_0;AN;21.0;0.04288434982299805
+3D Sphere_1;3D Sphere_2;9.0;0.04188942909240723
+3D Sphere_1;3D Sphere_3;14.0;0.0418858528137207
+3D Sphere_1;3D Sphere_4;11.0;0.04806923866271973
+3D Sphere_1;3D Sphere_5;14.0;0.040891170501708984
+3D Sphere_1;3D Sphere_6;11.0;0.04188799858093262
+3D Sphere_1;3D Sphere_7;8.0;0.04188728332519531
+3D Sphere_1;3D Sphere_8;12.0;0.04089069366455078
+3D Sphere_1;3D Sphere_9;11.0;0.04188871383666992
+3D Sphere_1;Urn culture_id 0.1_0;9.0;0.041889190673828125
+3D Sphere_1;Urn culture_id 0.1_1;8.0;0.04089021682739258
+3D Sphere_1;Urn culture_id 0.1_2;13.0;0.0418548583984375
+3D Sphere_1;Urn culture_id 0.1_3;11.0;0.04192709922790527
+3D Sphere_1;Urn culture_id 0.1_4;23.0;0.04413199424743652
+3D Sphere_1;Urn culture_id 0.1_5;18.0;0.04185605049133301
+3D Sphere_1;Urn culture_id 0.1_6;10.0;0.04192161560058594
+3D Sphere_1;Urn culture_id 0.1_7;10.0;0.04288482666015625
+3D Sphere_1;Urn culture_id 0.1_8;11.0;0.04188966751098633
+3D Sphere_1;Urn culture_id 0.1_9;14.0;0.0418856143951416
+3D Sphere_1;Norm-Mallows 0.5_0;15.0;0.04488801956176758
+3D Sphere_1;Norm-Mallows 0.5_1;14.0;0.042887210845947266
+3D Sphere_1;Norm-Mallows 0.5_2;9.0;0.041886091232299805
+3D Sphere_1;Norm-Mallows 0.5_3;13.0;0.04089236259460449
+3D Sphere_1;Norm-Mallows 0.5_4;14.0;0.0418856143951416
+3D Sphere_1;Norm-Mallows 0.5_5;14.0;0.04188823699951172
+3D Sphere_1;Norm-Mallows 0.5_6;16.0;0.040892839431762695
+3D Sphere_1;Norm-Mallows 0.5_7;11.0;0.0418853759765625
+3D Sphere_1;Norm-Mallows 0.5_8;9.0;0.04189491271972656
+3D Sphere_1;Norm-Mallows 0.5_9;10.0;0.04188227653503418
+3D Sphere_1;Urn culture_id (gamma)_0;9.0;0.04089093208312988
+3D Sphere_1;Urn culture_id (gamma)_1;8.0;0.041893720626831055
+3D Sphere_1;Urn culture_id (gamma)_2;9.0;0.04188346862792969
+3D Sphere_1;Urn culture_id (gamma)_3;9.0;0.04203677177429199
+3D Sphere_1;Urn culture_id (gamma)_4;10.0;0.04189586639404297
+3D Sphere_1;Urn culture_id (gamma)_5;9.0;0.0430598258972168
+3D Sphere_1;Urn culture_id (gamma)_6;9.0;0.04192161560058594
+3D Sphere_1;Urn culture_id (gamma)_7;10.0;0.041890859603881836
+3D Sphere_1;Urn culture_id (gamma)_8;7.0;0.04104423522949219
+3D Sphere_1;Urn culture_id (gamma)_9;8.0;0.04188799858093262
+3D Sphere_1;ID;29.0;0.04197406768798828
+3D Sphere_1;UN_0;9.0;0.04189133644104004
+3D Sphere_1;UN_1;8.0;0.0418858528137207
+3D Sphere_1;UN_2;7.0;0.04089188575744629
+3D Sphere_1;UN_3;8.0;0.04188823699951172
+3D Sphere_1;AN;21.0;0.041886329650878906
+3D Sphere_2;3D Sphere_3;11.0;0.0418546199798584
+3D Sphere_2;3D Sphere_4;12.0;0.041925907135009766
+3D Sphere_2;3D Sphere_5;9.0;0.041890859603881836
+3D Sphere_2;3D Sphere_6;12.0;0.041880130767822266
+3D Sphere_2;3D Sphere_7;9.0;0.041887760162353516
+3D Sphere_2;3D Sphere_8;13.0;0.04188990592956543
+3D Sphere_2;3D Sphere_9;8.0;0.04188895225524902
+3D Sphere_2;Urn culture_id 0.1_0;12.0;0.0418851375579834
+3D Sphere_2;Urn culture_id 0.1_1;9.0;0.04288506507873535
+3D Sphere_2;Urn culture_id 0.1_2;16.0;0.0408935546875
+3D Sphere_2;Urn culture_id 0.1_3;12.0;0.042882680892944336
+3D Sphere_2;Urn culture_id 0.1_4;22.0;0.041890621185302734
+3D Sphere_2;Urn culture_id 0.1_5;13.0;0.04188728332519531
+3D Sphere_2;Urn culture_id 0.1_6;11.0;0.041886329650878906
+3D Sphere_2;Urn culture_id 0.1_7;11.0;0.04185628890991211
+3D Sphere_2;Urn culture_id 0.1_8;12.0;0.04194998741149902
+3D Sphere_2;Urn culture_id 0.1_9;11.0;0.04912114143371582
+3D Sphere_2;Norm-Mallows 0.5_0;14.0;0.0418853759765625
+3D Sphere_2;Norm-Mallows 0.5_1;9.0;0.042885541915893555
+3D Sphere_2;Norm-Mallows 0.5_2;8.0;0.04188799858093262
+3D Sphere_2;Norm-Mallows 0.5_3;12.0;0.04288911819458008
+3D Sphere_2;Norm-Mallows 0.5_4;9.0;0.04188418388366699
+3D Sphere_2;Norm-Mallows 0.5_5;13.0;0.041887760162353516
+3D Sphere_2;Norm-Mallows 0.5_6;13.0;0.04288649559020996
+3D Sphere_2;Norm-Mallows 0.5_7;14.0;0.041887521743774414
+3D Sphere_2;Norm-Mallows 0.5_8;8.0;0.04203486442565918
+3D Sphere_2;Norm-Mallows 0.5_9;9.0;0.04189014434814453
+3D Sphere_2;Urn culture_id (gamma)_0;10.0;0.04288482666015625
+3D Sphere_2;Urn culture_id (gamma)_1;9.0;0.04188847541809082
+3D Sphere_2;Urn culture_id (gamma)_2;10.0;0.04288530349731445
+3D Sphere_2;Urn culture_id (gamma)_3;8.0;0.041886091232299805
+3D Sphere_2;Urn culture_id (gamma)_4;7.0;0.04188799858093262
+3D Sphere_2;Urn culture_id (gamma)_5;12.0;0.042885541915893555
+3D Sphere_2;Urn culture_id (gamma)_6;10.0;0.041887521743774414
+3D Sphere_2;Urn culture_id (gamma)_7;11.0;0.04288530349731445
+3D Sphere_2;Urn culture_id (gamma)_8;8.0;0.04188799858093262
+3D Sphere_2;Urn culture_id (gamma)_9;9.0;0.04189014434814453
+3D Sphere_2;ID;24.0;0.04300498962402344
+3D Sphere_2;UN_0;10.0;0.041956424713134766
+3D Sphere_2;UN_1;11.0;0.042917490005493164
+3D Sphere_2;UN_2;12.0;0.0418856143951416
+3D Sphere_2;UN_3;11.0;0.0429387092590332
+3D Sphere_2;AN;18.0;0.04188895225524902
+3D Sphere_3;3D Sphere_4;15.0;0.04288458824157715
+3D Sphere_3;3D Sphere_5;14.0;0.04288601875305176
+3D Sphere_3;3D Sphere_6;13.0;0.04188799858093262
+3D Sphere_3;3D Sphere_7;14.0;0.04288482666015625
+3D Sphere_3;3D Sphere_8;14.0;0.04288434982299805
+3D Sphere_3;3D Sphere_9;9.0;0.04288458824157715
+3D Sphere_3;Urn culture_id 0.1_0;15.0;0.04189014434814453
+3D Sphere_3;Urn culture_id 0.1_1;10.0;0.042884111404418945
+3D Sphere_3;Urn culture_id 0.1_2;17.0;0.041889190673828125
+3D Sphere_3;Urn culture_id 0.1_3;7.0;0.04288506507873535
+3D Sphere_3;Urn culture_id 0.1_4;19.0;0.048836469650268555
+3D Sphere_3;Urn culture_id 0.1_5;18.0;0.05102276802062988
+3D Sphere_3;Urn culture_id 0.1_6;16.0;0.051097869873046875
+3D Sphere_3;Urn culture_id 0.1_7;12.0;0.05017852783203125
+3D Sphere_3;Urn culture_id 0.1_8;13.0;0.05126547813415527
+3D Sphere_3;Urn culture_id 0.1_9;14.0;0.05036163330078125
+3D Sphere_3;Norm-Mallows 0.5_0;13.0;0.05026555061340332
+3D Sphere_3;Norm-Mallows 0.5_1;12.0;0.05124664306640625
+3D Sphere_3;Norm-Mallows 0.5_2;13.0;0.05043530464172363
+3D Sphere_3;Norm-Mallows 0.5_3;13.0;0.050351619720458984
+3D Sphere_3;Norm-Mallows 0.5_4;12.0;0.05018949508666992
+3D Sphere_3;Norm-Mallows 0.5_5;10.0;0.05026888847351074
+3D Sphere_3;Norm-Mallows 0.5_6;12.0;0.04188799858093262
+3D Sphere_3;Norm-Mallows 0.5_7;15.0;0.04288768768310547
+3D Sphere_3;Norm-Mallows 0.5_8;9.0;0.0418856143951416
+3D Sphere_3;Norm-Mallows 0.5_9;12.0;0.042893171310424805
+3D Sphere_3;Urn culture_id (gamma)_0;13.0;0.042879581451416016
+3D Sphere_3;Urn culture_id (gamma)_1;14.0;0.0418858528137207
+3D Sphere_3;Urn culture_id (gamma)_2;11.0;0.042885541915893555
+3D Sphere_3;Urn culture_id (gamma)_3;11.0;0.04188847541809082
+3D Sphere_3;Urn culture_id (gamma)_4;10.0;0.04300975799560547
+3D Sphere_3;Urn culture_id (gamma)_5;15.0;0.04288339614868164
+3D Sphere_3;Urn culture_id (gamma)_6;11.0;0.041887760162353516
+3D Sphere_3;Urn culture_id (gamma)_7;16.0;0.04297161102294922
+3D Sphere_3;Urn culture_id (gamma)_8;9.0;0.04288125038146973
+3D Sphere_3;Urn culture_id (gamma)_9;14.0;0.04188728332519531
+3D Sphere_3;ID;21.0;0.04288506507873535
+3D Sphere_3;UN_0;15.0;0.041887760162353516
+3D Sphere_3;UN_1;16.0;0.04288625717163086
+3D Sphere_3;UN_2;17.0;0.041890621185302734
+3D Sphere_3;UN_3;16.0;0.04288196563720703
+3D Sphere_3;AN;15.0;0.04397773742675781
+3D Sphere_4;3D Sphere_5;9.0;0.04394030570983887
+3D Sphere_4;3D Sphere_6;14.0;0.043042898178100586
+3D Sphere_4;3D Sphere_7;7.0;0.042885541915893555
+3D Sphere_4;3D Sphere_8;11.0;0.04285383224487305
+3D Sphere_4;3D Sphere_9;12.0;0.04291963577270508
+3D Sphere_4;Urn culture_id 0.1_0;14.0;0.04288935661315918
+3D Sphere_4;Urn culture_id 0.1_1;9.0;0.04288530349731445
+3D Sphere_4;Urn culture_id 0.1_2;10.0;0.042885541915893555
+3D Sphere_4;Urn culture_id 0.1_3;10.0;0.04288768768310547
+3D Sphere_4;Urn culture_id 0.1_4;18.0;0.04288530349731445
+3D Sphere_4;Urn culture_id 0.1_5;9.0;0.04288530349731445
+3D Sphere_4;Urn culture_id 0.1_6;11.0;0.04288315773010254
+3D Sphere_4;Urn culture_id 0.1_7;11.0;0.04288506507873535
+3D Sphere_4;Urn culture_id 0.1_8;16.0;0.04288530349731445
+3D Sphere_4;Urn culture_id 0.1_9;9.0;0.043007612228393555
+3D Sphere_4;Norm-Mallows 0.5_0;16.0;0.042885780334472656
+3D Sphere_4;Norm-Mallows 0.5_1;13.0;0.042883872985839844
+3D Sphere_4;Norm-Mallows 0.5_2;8.0;0.04288768768310547
+3D Sphere_4;Norm-Mallows 0.5_3;12.0;0.04294085502624512
+3D Sphere_4;Norm-Mallows 0.5_4;11.0;0.04288506507873535
+3D Sphere_4;Norm-Mallows 0.5_5;11.0;0.04288506507873535
+3D Sphere_4;Norm-Mallows 0.5_6;15.0;0.04288530349731445
+3D Sphere_4;Norm-Mallows 0.5_7;10.0;0.04288530349731445
+3D Sphere_4;Norm-Mallows 0.5_8;12.0;0.042888641357421875
+3D Sphere_4;Norm-Mallows 0.5_9;9.0;0.04487967491149902
+3D Sphere_4;Urn culture_id (gamma)_0;10.0;0.04288506507873535
+3D Sphere_4;Urn culture_id (gamma)_1;13.0;0.04288792610168457
+3D Sphere_4;Urn culture_id (gamma)_2;12.0;0.042881011962890625
+3D Sphere_4;Urn culture_id (gamma)_3;12.0;0.04388689994812012
+3D Sphere_4;Urn culture_id (gamma)_4;13.0;0.04288029670715332
+3D Sphere_4;Urn culture_id (gamma)_5;12.0;0.04288792610168457
+3D Sphere_4;Urn culture_id (gamma)_6;14.0;0.04288315773010254
+3D Sphere_4;Urn culture_id (gamma)_7;13.0;0.04388284683227539
+3D Sphere_4;Urn culture_id (gamma)_8;14.0;0.04288840293884277
+3D Sphere_4;Urn culture_id (gamma)_9;13.0;0.04388070106506348
+3D Sphere_4;ID;22.0;0.04304385185241699
+3D Sphere_4;UN_0;16.0;0.04288506507873535
+3D Sphere_4;UN_1;15.0;0.04388236999511719
+3D Sphere_4;UN_2;16.0;0.04288530349731445
+3D Sphere_4;UN_3;15.0;0.04288816452026367
+3D Sphere_4;AN;20.0;0.04288792610168457
+3D Sphere_5;3D Sphere_6;17.0;0.040885210037231445
+3D Sphere_5;3D Sphere_7;14.0;0.0408937931060791
+3D Sphere_5;3D Sphere_8;14.0;0.03989100456237793
+3D Sphere_5;3D Sphere_9;11.0;0.04089021682739258
+3D Sphere_5;Urn culture_id 0.1_0;13.0;0.041890621185302734
+3D Sphere_5;Urn culture_id 0.1_1;12.0;0.04088783264160156
+3D Sphere_5;Urn culture_id 0.1_2;13.0;0.04192924499511719
+3D Sphere_5;Urn culture_id 0.1_3;13.0;0.041887521743774414
+3D Sphere_5;Urn culture_id 0.1_4;15.0;0.04199695587158203
+3D Sphere_5;Urn culture_id 0.1_5;12.0;0.04188060760498047
+3D Sphere_5;Urn culture_id 0.1_6;12.0;0.04089808464050293
+3D Sphere_5;Urn culture_id 0.1_7;14.0;0.0408933162689209
+3D Sphere_5;Urn culture_id 0.1_8;17.0;0.040891408920288086
+3D Sphere_5;Urn culture_id 0.1_9;10.0;0.040888071060180664
+3D Sphere_5;Norm-Mallows 0.5_0;9.0;0.041887521743774414
+3D Sphere_5;Norm-Mallows 0.5_1;8.0;0.04088258743286133
+3D Sphere_5;Norm-Mallows 0.5_2;11.0;0.04089856147766113
+3D Sphere_5;Norm-Mallows 0.5_3;11.0;0.04004073143005371
+3D Sphere_5;Norm-Mallows 0.5_4;4.0;0.04188990592956543
+3D Sphere_5;Norm-Mallows 0.5_5;8.0;0.040869712829589844
+3D Sphere_5;Norm-Mallows 0.5_6;8.0;0.0409092903137207
+3D Sphere_5;Norm-Mallows 0.5_7;15.0;0.039893388748168945
+3D Sphere_5;Norm-Mallows 0.5_8;13.0;0.04089236259460449
+3D Sphere_5;Norm-Mallows 0.5_9;8.0;0.04088878631591797
+3D Sphere_5;Urn culture_id (gamma)_0;9.0;0.041014909744262695
+3D Sphere_5;Urn culture_id (gamma)_1;14.0;0.04239797592163086
+3D Sphere_5;Urn culture_id (gamma)_2;13.0;0.041410207748413086
+3D Sphere_5;Urn culture_id (gamma)_3;13.0;0.041306495666503906
+3D Sphere_5;Urn culture_id (gamma)_4;12.0;0.04130983352661133
+3D Sphere_5;Urn culture_id (gamma)_5;17.0;0.042356014251708984
+3D Sphere_5;Urn culture_id (gamma)_6;11.0;0.04237961769104004
+3D Sphere_5;Urn culture_id (gamma)_7;18.0;0.04621434211730957
+3D Sphere_5;Urn culture_id (gamma)_8;13.0;0.04096841812133789
+3D Sphere_5;Urn culture_id (gamma)_9;16.0;0.03989362716674805
+3D Sphere_5;ID;17.0;0.040894508361816406
+3D Sphere_5;UN_0;17.0;0.040886640548706055
+3D Sphere_5;UN_1;18.0;0.040892839431762695
+3D Sphere_5;UN_2;19.0;0.04088902473449707
+3D Sphere_5;UN_3;18.0;0.03989267349243164
+3D Sphere_5;AN;21.0;0.04089045524597168
+3D Sphere_6;3D Sphere_7;7.0;0.042885541915893555
+3D Sphere_6;3D Sphere_8;9.0;0.04188942909240723
+3D Sphere_6;3D Sphere_9;14.0;0.042883872985839844
+3D Sphere_6;Urn culture_id 0.1_0;8.0;0.04297327995300293
+3D Sphere_6;Urn culture_id 0.1_1;9.0;0.04188847541809082
+3D Sphere_6;Urn culture_id 0.1_2;16.0;0.04288530349731445
+3D Sphere_6;Urn culture_id 0.1_3;10.0;0.042885780334472656
+3D Sphere_6;Urn culture_id 0.1_4;24.0;0.042886972427368164
+3D Sphere_6;Urn culture_id 0.1_5;11.0;0.0418851375579834
+3D Sphere_6;Urn culture_id 0.1_6;11.0;0.04288601875305176
+3D Sphere_6;Urn culture_id 0.1_7;13.0;0.04297208786010742
+3D Sphere_6;Urn culture_id 0.1_8;12.0;0.0418853759765625
+3D Sphere_6;Urn culture_id 0.1_9;11.0;0.04188847541809082
+3D Sphere_6;Norm-Mallows 0.5_0;18.0;0.04188990592956543
+3D Sphere_6;Norm-Mallows 0.5_1;15.0;0.04291057586669922
+3D Sphere_6;Norm-Mallows 0.5_2;10.0;0.04295492172241211
+3D Sphere_6;Norm-Mallows 0.5_3;16.0;0.042885541915893555
+3D Sphere_6;Norm-Mallows 0.5_4;17.0;0.04188728332519531
+3D Sphere_6;Norm-Mallows 0.5_5;17.0;0.04288482666015625
+3D Sphere_6;Norm-Mallows 0.5_6;17.0;0.04188799858093262
+3D Sphere_6;Norm-Mallows 0.5_7;14.0;0.042885780334472656
+3D Sphere_6;Norm-Mallows 0.5_8;14.0;0.041887521743774414
+3D Sphere_6;Norm-Mallows 0.5_9;11.0;0.04288673400878906
+3D Sphere_6;Urn culture_id (gamma)_0;14.0;0.042883872985839844
+3D Sphere_6;Urn culture_id (gamma)_1;11.0;0.042885780334472656
+3D Sphere_6;Urn culture_id (gamma)_2;8.0;0.041887521743774414
+3D Sphere_6;Urn culture_id (gamma)_3;12.0;0.042885780334472656
+3D Sphere_6;Urn culture_id (gamma)_4;11.0;0.041887760162353516
+3D Sphere_6;Urn culture_id (gamma)_5;10.0;0.041855812072753906
+3D Sphere_6;Urn culture_id (gamma)_6;12.0;0.04291725158691406
+3D Sphere_6;Urn culture_id (gamma)_7;11.0;0.041889190673828125
+3D Sphere_6;Urn culture_id (gamma)_8;12.0;0.04288458824157715
+3D Sphere_6;Urn culture_id (gamma)_9;7.0;0.0420377254486084
+3D Sphere_6;ID;30.0;0.04188823699951172
+3D Sphere_6;UN_0;10.0;0.041889190673828125
+3D Sphere_6;UN_1;9.0;0.04288530349731445
+3D Sphere_6;UN_2;10.0;0.04295468330383301
+3D Sphere_6;UN_3;11.0;0.04291200637817383
+3D Sphere_6;AN;16.0;0.04285311698913574
+3D Sphere_7;3D Sphere_8;12.0;0.043914794921875
+3D Sphere_7;3D Sphere_9;11.0;0.04288506507873535
+3D Sphere_7;Urn culture_id 0.1_0;9.0;0.04288625717163086
+3D Sphere_7;Urn culture_id 0.1_1;6.0;0.04384946823120117
+3D Sphere_7;Urn culture_id 0.1_2;11.0;0.04291844367980957
+3D Sphere_7;Urn culture_id 0.1_3;7.0;0.04288434982299805
+3D Sphere_7;Urn culture_id 0.1_4;21.0;0.04388594627380371
+3D Sphere_7;Urn culture_id 0.1_5;12.0;0.04288291931152344
+3D Sphere_7;Urn culture_id 0.1_6;8.0;0.04388165473937988
+3D Sphere_7;Urn culture_id 0.1_7;12.0;0.042885780334472656
+3D Sphere_7;Urn culture_id 0.1_8;13.0;0.042885541915893555
+3D Sphere_7;Urn culture_id 0.1_9;10.0;0.043885231018066406
+3D Sphere_7;Norm-Mallows 0.5_0;17.0;0.042882680892944336
+3D Sphere_7;Norm-Mallows 0.5_1;12.0;0.042886972427368164
+3D Sphere_7;Norm-Mallows 0.5_2;9.0;0.042883872985839844
+3D Sphere_7;Norm-Mallows 0.5_3;11.0;0.04288482666015625
+3D Sphere_7;Norm-Mallows 0.5_4;14.0;0.043883323669433594
+3D Sphere_7;Norm-Mallows 0.5_5;14.0;0.042885541915893555
+3D Sphere_7;Norm-Mallows 0.5_6;12.0;0.0429379940032959
+3D Sphere_7;Norm-Mallows 0.5_7;9.0;0.042917728424072266
+3D Sphere_7;Norm-Mallows 0.5_8;9.0;0.04388284683227539
+3D Sphere_7;Norm-Mallows 0.5_9;10.0;0.04288506507873535
+3D Sphere_7;Urn culture_id (gamma)_0;13.0;0.0429842472076416
+3D Sphere_7;Urn culture_id (gamma)_1;12.0;0.04288649559020996
+3D Sphere_7;Urn culture_id (gamma)_2;9.0;0.04288482666015625
+3D Sphere_7;Urn culture_id (gamma)_3;9.0;0.042886972427368164
+3D Sphere_7;Urn culture_id (gamma)_4;12.0;0.042882680892944336
+3D Sphere_7;Urn culture_id (gamma)_5;11.0;0.04288434982299805
+3D Sphere_7;Urn culture_id (gamma)_6;13.0;0.04289126396179199
+3D Sphere_7;Urn culture_id (gamma)_7;12.0;0.04287886619567871
+3D Sphere_7;Urn culture_id (gamma)_8;11.0;0.04388689994812012
+3D Sphere_7;Urn culture_id (gamma)_9;10.0;0.04288220405578613
+3D Sphere_7;ID;25.0;0.04288506507873535
+3D Sphere_7;UN_0;13.0;0.04288530349731445
+3D Sphere_7;UN_1;12.0;0.04388427734375
+3D Sphere_7;UN_2;11.0;0.042887210845947266
+3D Sphere_7;UN_3;12.0;0.04288196563720703
+3D Sphere_7;AN;19.0;0.042885780334472656
+3D Sphere_8;3D Sphere_9;15.0;0.04288434982299805
+3D Sphere_8;Urn culture_id 0.1_0;13.0;0.04188823699951172
+3D Sphere_8;Urn culture_id 0.1_1;12.0;0.0418856143951416
+3D Sphere_8;Urn culture_id 0.1_2;17.0;0.04189038276672363
+3D Sphere_8;Urn culture_id 0.1_3;13.0;0.04189181327819824
+3D Sphere_8;Urn culture_id 0.1_4;25.0;0.041884660720825195
+3D Sphere_8;Urn culture_id 0.1_5;14.0;0.04188942909240723
+3D Sphere_8;Urn culture_id 0.1_6;10.0;0.0418858528137207
+3D Sphere_8;Urn culture_id 0.1_7;14.0;0.04297804832458496
+3D Sphere_8;Urn culture_id 0.1_8;7.0;0.04189300537109375
+3D Sphere_8;Urn culture_id 0.1_9;12.0;0.04188704490661621
+3D Sphere_8;Norm-Mallows 0.5_0;17.0;0.04188203811645508
+3D Sphere_8;Norm-Mallows 0.5_1;16.0;0.041890621185302734
+3D Sphere_8;Norm-Mallows 0.5_2;13.0;0.0418848991394043
+3D Sphere_8;Norm-Mallows 0.5_3;15.0;0.04188799858093262
+3D Sphere_8;Norm-Mallows 0.5_4;12.0;0.04188823699951172
+3D Sphere_8;Norm-Mallows 0.5_5;16.0;0.041892290115356445
+3D Sphere_8;Norm-Mallows 0.5_6;18.0;0.041883230209350586
+3D Sphere_8;Norm-Mallows 0.5_7;13.0;0.041887760162353516
+3D Sphere_8;Norm-Mallows 0.5_8;11.0;0.042885541915893555
+3D Sphere_8;Norm-Mallows 0.5_9;14.0;0.041887760162353516
+3D Sphere_8;Urn culture_id (gamma)_0;11.0;0.04189276695251465
+3D Sphere_8;Urn culture_id (gamma)_1;10.0;0.041886091232299805
+3D Sphere_8;Urn culture_id (gamma)_2;11.0;0.041886329650878906
+3D Sphere_8;Urn culture_id (gamma)_3;13.0;0.04188680648803711
+3D Sphere_8;Urn culture_id (gamma)_4;10.0;0.041887760162353516
+3D Sphere_8;Urn culture_id (gamma)_5;13.0;0.04288601875305176
+3D Sphere_8;Urn culture_id (gamma)_6;13.0;0.04189038276672363
+3D Sphere_8;Urn culture_id (gamma)_7;12.0;0.042076826095581055
+3D Sphere_8;Urn culture_id (gamma)_8;11.0;0.04223990440368652
+3D Sphere_8;Urn culture_id (gamma)_9;8.0;0.041890621185302734
+3D Sphere_8;ID;29.0;0.04195666313171387
+3D Sphere_8;UN_0;11.0;0.042885541915893555
+3D Sphere_8;UN_1;10.0;0.04203486442565918
+3D Sphere_8;UN_2;11.0;0.04188966751098633
+3D Sphere_8;UN_3;12.0;0.04189252853393555
+3D Sphere_8;AN;13.0;0.0418848991394043
+3D Sphere_9;Urn culture_id 0.1_0;12.0;0.0418848991394043
+3D Sphere_9;Urn culture_id 0.1_1;11.0;0.041887760162353516
+3D Sphere_9;Urn culture_id 0.1_2;18.0;0.04188823699951172
+3D Sphere_9;Urn culture_id 0.1_3;12.0;0.041893720626831055
+3D Sphere_9;Urn culture_id 0.1_4;22.0;0.041882991790771484
+3D Sphere_9;Urn culture_id 0.1_5;17.0;0.04188799858093262
+3D Sphere_9;Urn culture_id 0.1_6;11.0;0.04188728332519531
+3D Sphere_9;Urn culture_id 0.1_7;9.0;0.04189038276672363
+3D Sphere_9;Urn culture_id 0.1_8;14.0;0.041886091232299805
+3D Sphere_9;Urn culture_id 0.1_9;13.0;0.04188728332519531
+3D Sphere_9;Norm-Mallows 0.5_0;14.0;0.04188799858093262
+3D Sphere_9;Norm-Mallows 0.5_1;11.0;0.041890621185302734
+3D Sphere_9;Norm-Mallows 0.5_2;10.0;0.041886329650878906
+3D Sphere_9;Norm-Mallows 0.5_3;16.0;0.041887521743774414
+3D Sphere_9;Norm-Mallows 0.5_4;11.0;0.04188823699951172
+3D Sphere_9;Norm-Mallows 0.5_5;11.0;0.04189038276672363
+3D Sphere_9;Norm-Mallows 0.5_6;13.0;0.041889190673828125
+3D Sphere_9;Norm-Mallows 0.5_7;14.0;0.041884660720825195
+3D Sphere_9;Norm-Mallows 0.5_8;10.0;0.04294323921203613
+3D Sphere_9;Norm-Mallows 0.5_9;11.0;0.04204106330871582
+3D Sphere_9;Urn culture_id (gamma)_0;10.0;0.04189014434814453
+3D Sphere_9;Urn culture_id (gamma)_1;11.0;0.041886329650878906
+3D Sphere_9;Urn culture_id (gamma)_2;12.0;0.04188871383666992
+3D Sphere_9;Urn culture_id (gamma)_3;12.0;0.04188966751098633
+3D Sphere_9;Urn culture_id (gamma)_4;9.0;0.04188728332519531
+3D Sphere_9;Urn culture_id (gamma)_5;14.0;0.0418858528137207
+3D Sphere_9;Urn culture_id (gamma)_6;10.0;0.04188847541809082
+3D Sphere_9;Urn culture_id (gamma)_7;13.0;0.04188823699951172
+3D Sphere_9;Urn culture_id (gamma)_8;10.0;0.04188942909240723
+3D Sphere_9;Urn culture_id (gamma)_9;13.0;0.04288482666015625
+3D Sphere_9;ID;24.0;0.040889739990234375
+3D Sphere_9;UN_0;12.0;0.04288625717163086
+3D Sphere_9;UN_1;11.0;0.04188656806945801
+3D Sphere_9;UN_2;14.0;0.04188966751098633
+3D Sphere_9;UN_3;13.0;0.04188847541809082
+3D Sphere_9;AN;18.0;0.04189133644104004
+Urn culture_id 0.1_0;Urn culture_id 0.1_1;11.0;0.040886878967285156
+Urn culture_id 0.1_0;Urn culture_id 0.1_2;14.0;0.04188656806945801
+Urn culture_id 0.1_0;Urn culture_id 0.1_3;14.0;0.041887521743774414
+Urn culture_id 0.1_0;Urn culture_id 0.1_4;22.0;0.04188942909240723
+Urn culture_id 0.1_0;Urn culture_id 0.1_5;13.0;0.04293680191040039
+Urn culture_id 0.1_0;Urn culture_id 0.1_6;9.0;0.04192233085632324
+Urn culture_id 0.1_0;Urn culture_id 0.1_7;11.0;0.04288339614868164
+Urn culture_id 0.1_0;Urn culture_id 0.1_8;12.0;0.04189038276672363
+Urn culture_id 0.1_0;Urn culture_id 0.1_9;13.0;0.0418856143951416
+Urn culture_id 0.1_0;Norm-Mallows 0.5_0;14.0;0.04188799858093262
+Urn culture_id 0.1_0;Norm-Mallows 0.5_1;11.0;0.04188847541809082
+Urn culture_id 0.1_0;Norm-Mallows 0.5_2;12.0;0.04188966751098633
+Urn culture_id 0.1_0;Norm-Mallows 0.5_3;12.0;0.041886329650878906
+Urn culture_id 0.1_0;Norm-Mallows 0.5_4;13.0;0.04188799858093262
+Urn culture_id 0.1_0;Norm-Mallows 0.5_5;13.0;0.04188799858093262
+Urn culture_id 0.1_0;Norm-Mallows 0.5_6;15.0;0.04188966751098633
+Urn culture_id 0.1_0;Norm-Mallows 0.5_7;12.0;0.04099750518798828
+Urn culture_id 0.1_0;Norm-Mallows 0.5_8;14.0;0.0418856143951416
+Urn culture_id 0.1_0;Norm-Mallows 0.5_9;11.0;0.041887521743774414
+Urn culture_id 0.1_0;Urn culture_id (gamma)_0;10.0;0.04189038276672363
+Urn culture_id 0.1_0;Urn culture_id (gamma)_1;11.0;0.04188823699951172
+Urn culture_id 0.1_0;Urn culture_id (gamma)_2;8.0;0.041886329650878906
+Urn culture_id 0.1_0;Urn culture_id (gamma)_3;14.0;0.04188704490661621
+Urn culture_id 0.1_0;Urn culture_id (gamma)_4;9.0;0.04189443588256836
+Urn culture_id 0.1_0;Urn culture_id (gamma)_5;10.0;0.04088473320007324
+Urn culture_id 0.1_0;Urn culture_id (gamma)_6;12.0;0.04189300537109375
+Urn culture_id 0.1_0;Urn culture_id (gamma)_7;11.0;0.04088544845581055
+Urn culture_id 0.1_0;Urn culture_id (gamma)_8;10.0;0.041893959045410156
+Urn culture_id 0.1_0;Urn culture_id (gamma)_9;11.0;0.04089045524597168
+Urn culture_id 0.1_0;ID;28.0;0.04188251495361328
+Urn culture_id 0.1_0;UN_0;10.0;0.041887760162353516
+Urn culture_id 0.1_0;UN_1;11.0;0.04089069366455078
+Urn culture_id 0.1_0;UN_2;10.0;0.0418553352355957
+Urn culture_id 0.1_0;UN_3;9.0;0.041922807693481445
+Urn culture_id 0.1_0;AN;16.0;0.04088783264160156
+Urn culture_id 0.1_1;Urn culture_id 0.1_2;13.0;0.04188823699951172
+Urn culture_id 0.1_1;Urn culture_id 0.1_3;5.0;0.04288601875305176
+Urn culture_id 0.1_1;Urn culture_id 0.1_4;21.0;0.04188990592956543
+Urn culture_id 0.1_1;Urn culture_id 0.1_5;16.0;0.04188799858093262
+Urn culture_id 0.1_1;Urn culture_id 0.1_6;12.0;0.0418856143951416
+Urn culture_id 0.1_1;Urn culture_id 0.1_7;10.0;0.042885541915893555
+Urn culture_id 0.1_1;Urn culture_id 0.1_8;13.0;0.041887760162353516
+Urn culture_id 0.1_1;Urn culture_id 0.1_9;12.0;0.04188823699951172
+Urn culture_id 0.1_1;Norm-Mallows 0.5_0;17.0;0.04288625717163086
+Urn culture_id 0.1_1;Norm-Mallows 0.5_1;12.0;0.041889190673828125
+Urn culture_id 0.1_1;Norm-Mallows 0.5_2;7.0;0.042882680892944336
+Urn culture_id 0.1_1;Norm-Mallows 0.5_3;13.0;0.041890621185302734
+Urn culture_id 0.1_1;Norm-Mallows 0.5_4;14.0;0.04188680648803711
+Urn culture_id 0.1_1;Norm-Mallows 0.5_5;12.0;0.04188680648803711
+Urn culture_id 0.1_1;Norm-Mallows 0.5_6;12.0;0.04188847541809082
+Urn culture_id 0.1_1;Norm-Mallows 0.5_7;9.0;0.04288506507873535
+Urn culture_id 0.1_1;Norm-Mallows 0.5_8;9.0;0.04188990592956543
+Urn culture_id 0.1_1;Norm-Mallows 0.5_9;8.0;0.041893720626831055
+Urn culture_id 0.1_1;Urn culture_id (gamma)_0;11.0;0.04288005828857422
+Urn culture_id 0.1_1;Urn culture_id (gamma)_1;10.0;0.04297137260437012
+Urn culture_id 0.1_1;Urn culture_id (gamma)_2;11.0;0.041890859603881836
+Urn culture_id 0.1_1;Urn culture_id (gamma)_3;9.0;0.0418858528137207
+Urn culture_id 0.1_1;Urn culture_id (gamma)_4;10.0;0.04191923141479492
+Urn culture_id 0.1_1;Urn culture_id (gamma)_5;9.0;0.04189038276672363
+Urn culture_id 0.1_1;Urn culture_id (gamma)_6;11.0;0.04188990592956543
+Urn culture_id 0.1_1;Urn culture_id (gamma)_7;10.0;0.04188346862792969
+Urn culture_id 0.1_1;Urn culture_id (gamma)_8;11.0;0.04188847541809082
+Urn culture_id 0.1_1;Urn culture_id (gamma)_9;10.0;0.04203629493713379
+Urn culture_id 0.1_1;ID;25.0;0.0408937931060791
+Urn culture_id 0.1_1;UN_0;11.0;0.0418851375579834
+Urn culture_id 0.1_1;UN_1;12.0;0.04288530349731445
+Urn culture_id 0.1_1;UN_2;11.0;0.04189300537109375
+Urn culture_id 0.1_1;UN_3;10.0;0.041882991790771484
+Urn culture_id 0.1_1;AN;19.0;0.04188990592956543
+Urn culture_id 0.1_2;Urn culture_id 0.1_3;10.0;0.04288911819458008
+Urn culture_id 0.1_2;Urn culture_id 0.1_4;16.0;0.04288530349731445
+Urn culture_id 0.1_2;Urn culture_id 0.1_5;11.0;0.04288005828857422
+Urn culture_id 0.1_2;Urn culture_id 0.1_6;15.0;0.04288530349731445
+Urn culture_id 0.1_2;Urn culture_id 0.1_7;13.0;0.04288482666015625
+Urn culture_id 0.1_2;Urn culture_id 0.1_8;18.0;0.042890071868896484
+Urn culture_id 0.1_2;Urn culture_id 0.1_9;9.0;0.04288053512573242
+Urn culture_id 0.1_2;Norm-Mallows 0.5_0;14.0;0.04204559326171875
+Urn culture_id 0.1_2;Norm-Mallows 0.5_1;13.0;0.043988943099975586
+Urn culture_id 0.1_2;Norm-Mallows 0.5_2;12.0;0.04288506507873535
+Urn culture_id 0.1_2;Norm-Mallows 0.5_3;8.0;0.04288530349731445
+Urn culture_id 0.1_2;Norm-Mallows 0.5_4;17.0;0.04285264015197754
+Urn culture_id 0.1_2;Norm-Mallows 0.5_5;11.0;0.04294848442077637
+Urn culture_id 0.1_2;Norm-Mallows 0.5_6;11.0;0.04288482666015625
+Urn culture_id 0.1_2;Norm-Mallows 0.5_7;6.0;0.042957305908203125
+Urn culture_id 0.1_2;Norm-Mallows 0.5_8;12.0;0.042885541915893555
+Urn culture_id 0.1_2;Norm-Mallows 0.5_9;9.0;0.04288768768310547
+Urn culture_id 0.1_2;Urn culture_id (gamma)_0;14.0;0.04189109802246094
+Urn culture_id 0.1_2;Urn culture_id (gamma)_1;17.0;0.042879343032836914
+Urn culture_id 0.1_2;Urn culture_id (gamma)_2;16.0;0.04288601875305176
+Urn culture_id 0.1_2;Urn culture_id (gamma)_3;12.0;0.0438845157623291
+Urn culture_id 0.1_2;Urn culture_id (gamma)_4;17.0;0.04288363456726074
+Urn culture_id 0.1_2;Urn culture_id (gamma)_5;18.0;0.04288458824157715
+Urn culture_id 0.1_2;Urn culture_id (gamma)_6;18.0;0.0438847541809082
+Urn culture_id 0.1_2;Urn culture_id (gamma)_7;19.0;0.04288530349731445
+Urn culture_id 0.1_2;Urn culture_id (gamma)_8;16.0;0.04388070106506348
+Urn culture_id 0.1_2;Urn culture_id (gamma)_9;17.0;0.042885541915893555
+Urn culture_id 0.1_2;ID;16.0;0.04288482666015625
+Urn culture_id 0.1_2;UN_0;20.0;0.04289078712463379
+Urn culture_id 0.1_2;UN_1;21.0;0.043877363204956055
+Urn culture_id 0.1_2;UN_2;20.0;0.04288530349731445
+Urn culture_id 0.1_2;UN_3;21.0;0.04288530349731445
+Urn culture_id 0.1_2;AN;20.0;0.043884992599487305
+Urn culture_id 0.1_3;Urn culture_id 0.1_4;20.0;0.04188895225524902
+Urn culture_id 0.1_3;Urn culture_id 0.1_5;15.0;0.0429532527923584
+Urn culture_id 0.1_3;Urn culture_id 0.1_6;13.0;0.04192090034484863
+Urn culture_id 0.1_3;Urn culture_id 0.1_7;11.0;0.04188704490661621
+Urn culture_id 0.1_3;Urn culture_id 0.1_8;14.0;0.042881011962890625
+Urn culture_id 0.1_3;Urn culture_id 0.1_9;13.0;0.04189014434814453
+Urn culture_id 0.1_3;Norm-Mallows 0.5_0;14.0;0.04188871383666992
+Urn culture_id 0.1_3;Norm-Mallows 0.5_1;13.0;0.04188799858093262
+Urn culture_id 0.1_3;Norm-Mallows 0.5_2;10.0;0.04188990592956543
+Urn culture_id 0.1_3;Norm-Mallows 0.5_3;10.0;0.041886091232299805
+Urn culture_id 0.1_3;Norm-Mallows 0.5_4;13.0;0.04188728332519531
+Urn culture_id 0.1_3;Norm-Mallows 0.5_5;11.0;0.04188847541809082
+Urn culture_id 0.1_3;Norm-Mallows 0.5_6;15.0;0.04188990592956543
+Urn culture_id 0.1_3;Norm-Mallows 0.5_7;10.0;0.04188656806945801
+Urn culture_id 0.1_3;Norm-Mallows 0.5_8;8.0;0.04188728332519531
+Urn culture_id 0.1_3;Norm-Mallows 0.5_9;11.0;0.04188823699951172
+Urn culture_id 0.1_3;Urn culture_id (gamma)_0;12.0;0.04188990592956543
+Urn culture_id 0.1_3;Urn culture_id (gamma)_1;13.0;0.0418858528137207
+Urn culture_id 0.1_3;Urn culture_id (gamma)_2;12.0;0.04188823699951172
+Urn culture_id 0.1_3;Urn culture_id (gamma)_3;10.0;0.041892290115356445
+Urn culture_id 0.1_3;Urn culture_id (gamma)_4;9.0;0.0418856143951416
+Urn culture_id 0.1_3;Urn culture_id (gamma)_5;14.0;0.043880462646484375
+Urn culture_id 0.1_3;Urn culture_id (gamma)_6;12.0;0.04288482666015625
+Urn culture_id 0.1_3;Urn culture_id (gamma)_7;13.0;0.042885541915893555
+Urn culture_id 0.1_3;Urn culture_id (gamma)_8;10.0;0.04188847541809082
+Urn culture_id 0.1_3;Urn culture_id (gamma)_9;13.0;0.041887521743774414
+Urn culture_id 0.1_3;ID;24.0;0.041890621185302734
+Urn culture_id 0.1_3;UN_0;12.0;0.0418853759765625
+Urn culture_id 0.1_3;UN_1;13.0;0.04188871383666992
+Urn culture_id 0.1_3;UN_2;12.0;0.04089236259460449
+Urn culture_id 0.1_3;UN_3;13.0;0.041886329650878906
+Urn culture_id 0.1_3;AN;20.0;0.04188704490661621
+Urn culture_id 0.1_4;Urn culture_id 0.1_5;15.0;0.03989410400390625
+Urn culture_id 0.1_4;Urn culture_id 0.1_6;21.0;0.03989267349243164
+Urn culture_id 0.1_4;Urn culture_id 0.1_7;19.0;0.04089093208312988
+Urn culture_id 0.1_4;Urn culture_id 0.1_8;26.0;0.04004049301147461
+Urn culture_id 0.1_4;Urn culture_id 0.1_9;13.0;0.03989291191101074
+Urn culture_id 0.1_4;Norm-Mallows 0.5_0;10.0;0.040886640548706055
+Urn culture_id 0.1_4;Norm-Mallows 0.5_1;13.0;0.039893388748168945
+Urn culture_id 0.1_4;Norm-Mallows 0.5_2;20.0;0.03986215591430664
+Urn culture_id 0.1_4;Norm-Mallows 0.5_3;14.0;0.039925336837768555
+Urn culture_id 0.1_4;Norm-Mallows 0.5_4;15.0;0.03989291191101074
+Urn culture_id 0.1_4;Norm-Mallows 0.5_5;15.0;0.03989386558532715
+Urn culture_id 0.1_4;Norm-Mallows 0.5_6;11.0;0.040978193283081055
+Urn culture_id 0.1_4;Norm-Mallows 0.5_7;20.0;0.03989362716674805
+Urn culture_id 0.1_4;Norm-Mallows 0.5_8;20.0;0.039893150329589844
+Urn culture_id 0.1_4;Norm-Mallows 0.5_9;19.0;0.03989267349243164
+Urn culture_id 0.1_4;Urn culture_id (gamma)_0;20.0;0.0419769287109375
+Urn culture_id 0.1_4;Urn culture_id (gamma)_1;25.0;0.039893150329589844
+Urn culture_id 0.1_4;Urn culture_id (gamma)_2;20.0;0.039893388748168945
+Urn culture_id 0.1_4;Urn culture_id (gamma)_3;18.0;0.03989362716674805
+Urn culture_id 0.1_4;Urn culture_id (gamma)_4;23.0;0.0408937931060791
+Urn culture_id 0.1_4;Urn culture_id (gamma)_5;28.0;0.039893150329589844
+Urn culture_id 0.1_4;Urn culture_id (gamma)_6;22.0;0.039893388748168945
+Urn culture_id 0.1_4;Urn culture_id (gamma)_7;29.0;0.039893388748168945
+Urn culture_id 0.1_4;Urn culture_id (gamma)_8;22.0;0.04088759422302246
+Urn culture_id 0.1_4;Urn culture_id (gamma)_9;25.0;0.039897918701171875
+Urn culture_id 0.1_4;ID;6.0;0.039888620376586914
+Urn culture_id 0.1_4;UN_0;28.0;0.039893388748168945
+Urn culture_id 0.1_4;UN_1;29.0;0.03989410400390625
+Urn culture_id 0.1_4;UN_2;30.0;0.03989219665527344
+Urn culture_id 0.1_4;UN_3;29.0;0.0408940315246582
+Urn culture_id 0.1_4;AN;30.0;0.03989434242248535
+Urn culture_id 0.1_5;Urn culture_id 0.1_6;12.0;0.0418848991394043
+Urn culture_id 0.1_5;Urn culture_id 0.1_7;14.0;0.04188656806945801
+Urn culture_id 0.1_5;Urn culture_id 0.1_8;17.0;0.04288744926452637
+Urn culture_id 0.1_5;Urn culture_id 0.1_9;8.0;0.041886329650878906
+Urn culture_id 0.1_5;Norm-Mallows 0.5_0;15.0;0.04189014434814453
+Urn culture_id 0.1_5;Norm-Mallows 0.5_1;12.0;0.0418858528137207
+Urn culture_id 0.1_5;Norm-Mallows 0.5_2;11.0;0.041890621185302734
+Urn culture_id 0.1_5;Norm-Mallows 0.5_3;11.0;0.041988372802734375
+Urn culture_id 0.1_5;Norm-Mallows 0.5_4;14.0;0.0438840389251709
+Urn culture_id 0.1_5;Norm-Mallows 0.5_5;16.0;0.04188990592956543
+Urn culture_id 0.1_5;Norm-Mallows 0.5_6;14.0;0.0418851375579834
+Urn culture_id 0.1_5;Norm-Mallows 0.5_7;13.0;0.04194307327270508
+Urn culture_id 0.1_5;Norm-Mallows 0.5_8;15.0;0.042917490005493164
+Urn culture_id 0.1_5;Norm-Mallows 0.5_9;16.0;0.04191470146179199
+Urn culture_id 0.1_5;Urn culture_id (gamma)_0;13.0;0.04189920425415039
+Urn culture_id 0.1_5;Urn culture_id (gamma)_1;16.0;0.0418858528137207
+Urn culture_id 0.1_5;Urn culture_id (gamma)_2;11.0;0.04188179969787598
+Urn culture_id 0.1_5;Urn culture_id (gamma)_3;13.0;0.04288506507873535
+Urn culture_id 0.1_5;Urn culture_id (gamma)_4;16.0;0.04189014434814453
+Urn culture_id 0.1_5;Urn culture_id (gamma)_5;15.0;0.04188942909240723
+Urn culture_id 0.1_5;Urn culture_id (gamma)_6;17.0;0.041884660720825195
+Urn culture_id 0.1_5;Urn culture_id (gamma)_7;16.0;0.04288482666015625
+Urn culture_id 0.1_5;Urn culture_id (gamma)_8;17.0;0.04288840293884277
+Urn culture_id 0.1_5;Urn culture_id (gamma)_9;14.0;0.0418858528137207
+Urn culture_id 0.1_5;ID;19.0;0.04288506507873535
+Urn culture_id 0.1_5;UN_0;19.0;0.041887760162353516
+Urn culture_id 0.1_5;UN_1;18.0;0.04288506507873535
+Urn culture_id 0.1_5;UN_2;19.0;0.042885541915893555
+Urn culture_id 0.1_5;UN_3;18.0;0.04188847541809082
+Urn culture_id 0.1_5;AN;17.0;0.041887521743774414
+Urn culture_id 0.1_6;Urn culture_id 0.1_7;10.0;0.04312562942504883
+Urn culture_id 0.1_6;Urn culture_id 0.1_8;11.0;0.0419921875
+Urn culture_id 0.1_6;Urn culture_id 0.1_9;8.0;0.04297375679016113
+Urn culture_id 0.1_6;Norm-Mallows 0.5_0;15.0;0.04288482666015625
+Urn culture_id 0.1_6;Norm-Mallows 0.5_1;14.0;0.04188728332519531
+Urn culture_id 0.1_6;Norm-Mallows 0.5_2;11.0;0.04288506507873535
+Urn culture_id 0.1_6;Norm-Mallows 0.5_3;11.0;0.04189038276672363
+Urn culture_id 0.1_6;Norm-Mallows 0.5_4;10.0;0.042883872985839844
+Urn culture_id 0.1_6;Norm-Mallows 0.5_5;12.0;0.04188990592956543
+Urn culture_id 0.1_6;Norm-Mallows 0.5_6;14.0;0.041887760162353516
+Urn culture_id 0.1_6;Norm-Mallows 0.5_7;11.0;0.04288530349731445
+Urn culture_id 0.1_6;Norm-Mallows 0.5_8;13.0;0.0418853759765625
+Urn culture_id 0.1_6;Norm-Mallows 0.5_9;10.0;0.042885541915893555
+Urn culture_id 0.1_6;Urn culture_id (gamma)_0;9.0;0.04188847541809082
+Urn culture_id 0.1_6;Urn culture_id (gamma)_1;10.0;0.042963504791259766
+Urn culture_id 0.1_6;Urn culture_id (gamma)_2;7.0;0.04188847541809082
+Urn culture_id 0.1_6;Urn culture_id (gamma)_3;13.0;0.04288458824157715
+Urn culture_id 0.1_6;Urn culture_id (gamma)_4;8.0;0.04189181327819824
+Urn culture_id 0.1_6;Urn culture_id (gamma)_5;11.0;0.04288291931152344
+Urn culture_id 0.1_6;Urn culture_id (gamma)_6;11.0;0.04288434982299805
+Urn culture_id 0.1_6;Urn culture_id (gamma)_7;10.0;0.04189133644104004
+Urn culture_id 0.1_6;Urn culture_id (gamma)_8;9.0;0.04288172721862793
+Urn culture_id 0.1_6;Urn culture_id (gamma)_9;10.0;0.041890621185302734
+Urn culture_id 0.1_6;ID;27.0;0.04288649559020996
+Urn culture_id 0.1_6;UN_0;11.0;0.041886329650878906
+Urn culture_id 0.1_6;UN_1;10.0;0.04394721984863281
+Urn culture_id 0.1_6;UN_2;11.0;0.0418851375579834
+Urn culture_id 0.1_6;UN_3;12.0;0.04288625717163086
+Urn culture_id 0.1_6;AN;17.0;0.04288816452026367
+Urn culture_id 0.1_7;Urn culture_id 0.1_8;15.0;0.04288434982299805
+Urn culture_id 0.1_7;Urn culture_id 0.1_9;12.0;0.04285025596618652
+Urn culture_id 0.1_7;Norm-Mallows 0.5_0;13.0;0.042917490005493164
+Urn culture_id 0.1_7;Norm-Mallows 0.5_1;12.0;0.04288506507873535
+Urn culture_id 0.1_7;Norm-Mallows 0.5_2;11.0;0.042885541915893555
+Urn culture_id 0.1_7;Norm-Mallows 0.5_3;11.0;0.04288530349731445
+Urn culture_id 0.1_7;Norm-Mallows 0.5_4;14.0;0.04288530349731445
+Urn culture_id 0.1_7;Norm-Mallows 0.5_5;14.0;0.04388308525085449
+Urn culture_id 0.1_7;Norm-Mallows 0.5_6;12.0;0.04288530349731445
+Urn culture_id 0.1_7;Norm-Mallows 0.5_7;15.0;0.042886972427368164
+Urn culture_id 0.1_7;Norm-Mallows 0.5_8;11.0;0.04288315773010254
+Urn culture_id 0.1_7;Norm-Mallows 0.5_9;12.0;0.04288625717163086
+Urn culture_id 0.1_7;Urn culture_id (gamma)_0;11.0;0.04288792610168457
+Urn culture_id 0.1_7;Urn culture_id (gamma)_1;12.0;0.042885780334472656
+Urn culture_id 0.1_7;Urn culture_id (gamma)_2;9.0;0.042885780334472656
+Urn culture_id 0.1_7;Urn culture_id (gamma)_3;11.0;0.043879032135009766
+Urn culture_id 0.1_7;Urn culture_id (gamma)_4;12.0;0.0428926944732666
+Urn culture_id 0.1_7;Urn culture_id (gamma)_5;13.0;0.04288029670715332
+Urn culture_id 0.1_7;Urn culture_id (gamma)_6;11.0;0.045067787170410156
+Urn culture_id 0.1_7;Urn culture_id (gamma)_7;12.0;0.04388141632080078
+Urn culture_id 0.1_7;Urn culture_id (gamma)_8;11.0;0.0438847541809082
+Urn culture_id 0.1_7;Urn culture_id (gamma)_9;14.0;0.04387927055358887
+Urn culture_id 0.1_7;ID;25.0;0.04288625717163086
+Urn culture_id 0.1_7;UN_0;13.0;0.04288649559020996
+Urn culture_id 0.1_7;UN_1;14.0;0.042885541915893555
+Urn culture_id 0.1_7;UN_2;13.0;0.04388284683227539
+Urn culture_id 0.1_7;UN_3;12.0;0.042882680892944336
+Urn culture_id 0.1_7;AN;19.0;0.04289126396179199
+Urn culture_id 0.1_8;Urn culture_id 0.1_9;17.0;0.04288148880004883
+Urn culture_id 0.1_8;Norm-Mallows 0.5_0;18.0;0.0418858528137207
+Urn culture_id 0.1_8;Norm-Mallows 0.5_1;17.0;0.042885541915893555
+Urn culture_id 0.1_8;Norm-Mallows 0.5_2;14.0;0.04188823699951172
+Urn culture_id 0.1_8;Norm-Mallows 0.5_3;18.0;0.04288458824157715
+Urn culture_id 0.1_8;Norm-Mallows 0.5_4;17.0;0.042885541915893555
+Urn culture_id 0.1_8;Norm-Mallows 0.5_5;19.0;0.04189443588256836
+Urn culture_id 0.1_8;Norm-Mallows 0.5_6;19.0;0.04287910461425781
+Urn culture_id 0.1_8;Norm-Mallows 0.5_7;12.0;0.04188823699951172
+Urn culture_id 0.1_8;Norm-Mallows 0.5_8;12.0;0.04204964637756348
+Urn culture_id 0.1_8;Norm-Mallows 0.5_9;13.0;0.04288530349731445
+Urn culture_id 0.1_8;Urn culture_id (gamma)_0;14.0;0.042881011962890625
+Urn culture_id 0.1_8;Urn culture_id (gamma)_1;9.0;0.04189157485961914
+Urn culture_id 0.1_8;Urn culture_id (gamma)_2;10.0;0.042990922927856445
+Urn culture_id 0.1_8;Urn culture_id (gamma)_3;14.0;0.041887760162353516
+Urn culture_id 0.1_8;Urn culture_id (gamma)_4;9.0;0.04388260841369629
+Urn culture_id 0.1_8;Urn culture_id (gamma)_5;12.0;0.04288816452026367
+Urn culture_id 0.1_8;Urn culture_id (gamma)_6;12.0;0.0418853759765625
+Urn culture_id 0.1_8;Urn culture_id (gamma)_7;11.0;0.04288506507873535
+Urn culture_id 0.1_8;Urn culture_id (gamma)_8;12.0;0.04288792610168457
+Urn culture_id 0.1_8;Urn culture_id (gamma)_9;9.0;0.041854143142700195
+Urn culture_id 0.1_8;ID;32.0;0.042946815490722656
+Urn culture_id 0.1_8;UN_0;8.0;0.04188823699951172
+Urn culture_id 0.1_8;UN_1;9.0;0.042885541915893555
+Urn culture_id 0.1_8;UN_2;10.0;0.04188728332519531
+Urn culture_id 0.1_8;UN_3;9.0;0.042885780334472656
+Urn culture_id 0.1_8;AN;12.0;0.04189038276672363
+Urn culture_id 0.1_9;Norm-Mallows 0.5_0;15.0;0.04288291931152344
+Urn culture_id 0.1_9;Norm-Mallows 0.5_1;10.0;0.04288530349731445
+Urn culture_id 0.1_9;Norm-Mallows 0.5_2;11.0;0.04189252853393555
+Urn culture_id 0.1_9;Norm-Mallows 0.5_3;7.0;0.04288530349731445
+Urn culture_id 0.1_9;Norm-Mallows 0.5_4;10.0;0.04288172721862793
+Urn culture_id 0.1_9;Norm-Mallows 0.5_5;12.0;0.04288482666015625
+Urn culture_id 0.1_9;Norm-Mallows 0.5_6;8.0;0.04288530349731445
+Urn culture_id 0.1_9;Norm-Mallows 0.5_7;11.0;0.04188823699951172
+Urn culture_id 0.1_9;Norm-Mallows 0.5_8;11.0;0.04288530349731445
+Urn culture_id 0.1_9;Norm-Mallows 0.5_9;8.0;0.04288458824157715
+Urn culture_id 0.1_9;Urn culture_id (gamma)_0;11.0;0.04188823699951172
+Urn culture_id 0.1_9;Urn culture_id (gamma)_1;16.0;0.04303264617919922
+Urn culture_id 0.1_9;Urn culture_id (gamma)_2;13.0;0.04394650459289551
+Urn culture_id 0.1_9;Urn culture_id (gamma)_3;11.0;0.042879343032836914
+Urn culture_id 0.1_9;Urn culture_id (gamma)_4;14.0;0.04288911819458008
+Urn culture_id 0.1_9;Urn culture_id (gamma)_5;15.0;0.04188394546508789
+Urn culture_id 0.1_9;Urn culture_id (gamma)_6;13.0;0.04189157485961914
+Urn culture_id 0.1_9;Urn culture_id (gamma)_7;16.0;0.0428776741027832
+Urn culture_id 0.1_9;Urn culture_id (gamma)_8;15.0;0.04291701316833496
+Urn culture_id 0.1_9;Urn culture_id (gamma)_9;12.0;0.04288768768310547
+Urn culture_id 0.1_9;ID;19.0;0.04188656806945801
+Urn culture_id 0.1_9;UN_0;17.0;0.04288458824157715
+Urn culture_id 0.1_9;UN_1;18.0;0.04289412498474121
+Urn culture_id 0.1_9;UN_2;19.0;0.04287862777709961
+Urn culture_id 0.1_9;UN_3;18.0;0.042887210845947266
+Urn culture_id 0.1_9;AN;19.0;0.041886329650878906
+Norm-Mallows 0.5_0;Norm-Mallows 0.5_1;11.0;0.04387974739074707
+Norm-Mallows 0.5_0;Norm-Mallows 0.5_2;14.0;0.04488086700439453
+Norm-Mallows 0.5_0;Norm-Mallows 0.5_3;12.0;0.0438845157623291
+Norm-Mallows 0.5_0;Norm-Mallows 0.5_4;9.0;0.04388141632080078
+Norm-Mallows 0.5_0;Norm-Mallows 0.5_5;7.0;0.043881893157958984
+Norm-Mallows 0.5_0;Norm-Mallows 0.5_6;9.0;0.04388308525085449
+Norm-Mallows 0.5_0;Norm-Mallows 0.5_7;14.0;0.04388260841369629
+Norm-Mallows 0.5_0;Norm-Mallows 0.5_8;16.0;0.043882131576538086
+Norm-Mallows 0.5_0;Norm-Mallows 0.5_9;11.0;0.04488420486450195
+Norm-Mallows 0.5_0;Urn culture_id (gamma)_0;12.0;0.04388260841369629
+Norm-Mallows 0.5_0;Urn culture_id (gamma)_1;17.0;0.04388737678527832
+Norm-Mallows 0.5_0;Urn culture_id (gamma)_2;16.0;0.04494476318359375
+Norm-Mallows 0.5_0;Urn culture_id (gamma)_3;14.0;0.04388236999511719
+Norm-Mallows 0.5_0;Urn culture_id (gamma)_4;15.0;0.04488039016723633
+Norm-Mallows 0.5_0;Urn culture_id (gamma)_5;18.0;0.04385089874267578
+Norm-Mallows 0.5_0;Urn culture_id (gamma)_6;14.0;0.04394268989562988
+Norm-Mallows 0.5_0;Urn culture_id (gamma)_7;19.0;0.04487967491149902
+Norm-Mallows 0.5_0;Urn culture_id (gamma)_8;12.0;0.04388141632080078
+Norm-Mallows 0.5_0;Urn culture_id (gamma)_9;19.0;0.044882774353027344
+Norm-Mallows 0.5_0;ID;14.0;0.04388022422790527
+Norm-Mallows 0.5_0;UN_0;20.0;0.043885231018066406
+Norm-Mallows 0.5_0;UN_1;21.0;0.04388070106506348
+Norm-Mallows 0.5_0;UN_2;22.0;0.04498171806335449
+Norm-Mallows 0.5_0;UN_3;21.0;0.04404568672180176
+Norm-Mallows 0.5_0;AN;24.0;0.04387974739074707
+Norm-Mallows 0.5_1;Norm-Mallows 0.5_2;13.0;0.042885780334472656
+Norm-Mallows 0.5_1;Norm-Mallows 0.5_3;9.0;0.04388570785522461
+Norm-Mallows 0.5_1;Norm-Mallows 0.5_4;8.0;0.04288196563720703
+Norm-Mallows 0.5_1;Norm-Mallows 0.5_5;10.0;0.04388284683227539
+Norm-Mallows 0.5_1;Norm-Mallows 0.5_6;10.0;0.042888641357421875
+Norm-Mallows 0.5_1;Norm-Mallows 0.5_7;13.0;0.043878793716430664
+Norm-Mallows 0.5_1;Norm-Mallows 0.5_8;11.0;0.04296565055847168
+Norm-Mallows 0.5_1;Norm-Mallows 0.5_9;10.0;0.04388594627380371
+Norm-Mallows 0.5_1;Urn culture_id (gamma)_0;13.0;0.042885780334472656
+Norm-Mallows 0.5_1;Urn culture_id (gamma)_1;16.0;0.043878793716430664
+Norm-Mallows 0.5_1;Urn culture_id (gamma)_2;13.0;0.04289078712463379
+Norm-Mallows 0.5_1;Urn culture_id (gamma)_3;13.0;0.04388093948364258
+Norm-Mallows 0.5_1;Urn culture_id (gamma)_4;14.0;0.04288172721862793
+Norm-Mallows 0.5_1;Urn culture_id (gamma)_5;17.0;0.04288530349731445
+Norm-Mallows 0.5_1;Urn culture_id (gamma)_6;15.0;0.04388570785522461
+Norm-Mallows 0.5_1;Urn culture_id (gamma)_7;18.0;0.04288458824157715
+Norm-Mallows 0.5_1;Urn culture_id (gamma)_8;15.0;0.04388141632080078
+Norm-Mallows 0.5_1;Urn culture_id (gamma)_9;16.0;0.04288530349731445
+Norm-Mallows 0.5_1;ID;17.0;0.043885231018066406
+Norm-Mallows 0.5_1;UN_0;17.0;0.04288172721862793
+Norm-Mallows 0.5_1;UN_1;18.0;0.04388284683227539
+Norm-Mallows 0.5_1;UN_2;19.0;0.04309344291687012
+Norm-Mallows 0.5_1;UN_3;18.0;0.04388284683227539
+Norm-Mallows 0.5_1;AN;21.0;0.04288506507873535
+Norm-Mallows 0.5_2;Norm-Mallows 0.5_3;10.0;0.04189133644104004
+Norm-Mallows 0.5_2;Norm-Mallows 0.5_4;13.0;0.04288172721862793
+Norm-Mallows 0.5_2;Norm-Mallows 0.5_5;11.0;0.042885541915893555
+Norm-Mallows 0.5_2;Norm-Mallows 0.5_6;13.0;0.04189109802246094
+Norm-Mallows 0.5_2;Norm-Mallows 0.5_7;10.0;0.0450136661529541
+Norm-Mallows 0.5_2;Norm-Mallows 0.5_8;8.0;0.04285168647766113
+Norm-Mallows 0.5_2;Norm-Mallows 0.5_9;9.0;0.04299783706665039
+Norm-Mallows 0.5_2;Urn culture_id (gamma)_0;8.0;0.04288530349731445
+Norm-Mallows 0.5_2;Urn culture_id (gamma)_1;11.0;0.04188942909240723
+Norm-Mallows 0.5_2;Urn culture_id (gamma)_2;10.0;0.04288434982299805
+Norm-Mallows 0.5_2;Urn culture_id (gamma)_3;8.0;0.04288482666015625
+Norm-Mallows 0.5_2;Urn culture_id (gamma)_4;11.0;0.041889190673828125
+Norm-Mallows 0.5_2;Urn culture_id (gamma)_5;10.0;0.042883872985839844
+Norm-Mallows 0.5_2;Urn culture_id (gamma)_6;10.0;0.0419156551361084
+Norm-Mallows 0.5_2;Urn culture_id (gamma)_7;11.0;0.04288530349731445
+Norm-Mallows 0.5_2;Urn culture_id (gamma)_8;8.0;0.042888641357421875
+Norm-Mallows 0.5_2;Urn culture_id (gamma)_9;7.0;0.04189014434814453
+Norm-Mallows 0.5_2;ID;24.0;0.04287981986999512
+Norm-Mallows 0.5_2;UN_0;12.0;0.04188799858093262
+Norm-Mallows 0.5_2;UN_1;11.0;0.042885780334472656
+Norm-Mallows 0.5_2;UN_2;12.0;0.04196310043334961
+Norm-Mallows 0.5_2;UN_3;11.0;0.04288220405578613
+Norm-Mallows 0.5_2;AN;20.0;0.04189038276672363
+Norm-Mallows 0.5_3;Norm-Mallows 0.5_4;13.0;0.0418853759765625
+Norm-Mallows 0.5_3;Norm-Mallows 0.5_5;11.0;0.04197835922241211
+Norm-Mallows 0.5_3;Norm-Mallows 0.5_6;9.0;0.040966033935546875
+Norm-Mallows 0.5_3;Norm-Mallows 0.5_7;8.0;0.04197335243225098
+Norm-Mallows 0.5_3;Norm-Mallows 0.5_8;10.0;0.041887521743774414
+Norm-Mallows 0.5_3;Norm-Mallows 0.5_9;11.0;0.04189157485961914
+Norm-Mallows 0.5_3;Urn culture_id (gamma)_0;14.0;0.0418856143951416
+Norm-Mallows 0.5_3;Urn culture_id (gamma)_1;15.0;0.04188704490661621
+Norm-Mallows 0.5_3;Urn culture_id (gamma)_2;12.0;0.04186725616455078
+Norm-Mallows 0.5_3;Urn culture_id (gamma)_3;10.0;0.04290628433227539
+Norm-Mallows 0.5_3;Urn culture_id (gamma)_4;15.0;0.04288530349731445
+Norm-Mallows 0.5_3;Urn culture_id (gamma)_5;16.0;0.041887521743774414
+Norm-Mallows 0.5_3;Urn culture_id (gamma)_6;18.0;0.0410006046295166
+Norm-Mallows 0.5_3;Urn culture_id (gamma)_7;17.0;0.044026851654052734
+Norm-Mallows 0.5_3;Urn culture_id (gamma)_8;14.0;0.04193472862243652
+Norm-Mallows 0.5_3;Urn culture_id (gamma)_9;15.0;0.041886091232299805
+Norm-Mallows 0.5_3;ID;16.0;0.04188728332519531
+Norm-Mallows 0.5_3;UN_0;18.0;0.04089021682739258
+Norm-Mallows 0.5_3;UN_1;19.0;0.04188847541809082
+Norm-Mallows 0.5_3;UN_2;20.0;0.041887760162353516
+Norm-Mallows 0.5_3;UN_3;19.0;0.041890859603881836
+Norm-Mallows 0.5_3;AN;22.0;0.04105186462402344
+Norm-Mallows 0.5_4;Norm-Mallows 0.5_5;8.0;0.042874813079833984
+Norm-Mallows 0.5_4;Norm-Mallows 0.5_6;10.0;0.042852163314819336
+Norm-Mallows 0.5_4;Norm-Mallows 0.5_7;15.0;0.042917490005493164
+Norm-Mallows 0.5_4;Norm-Mallows 0.5_8;11.0;0.042886972427368164
+Norm-Mallows 0.5_4;Norm-Mallows 0.5_9;10.0;0.04288649559020996
+Norm-Mallows 0.5_4;Urn culture_id (gamma)_0;9.0;0.04288291931152344
+Norm-Mallows 0.5_4;Urn culture_id (gamma)_1;14.0;0.04288506507873535
+Norm-Mallows 0.5_4;Urn culture_id (gamma)_2;15.0;0.04288887977600098
+Norm-Mallows 0.5_4;Urn culture_id (gamma)_3;13.0;0.04293942451477051
+Norm-Mallows 0.5_4;Urn culture_id (gamma)_4;12.0;0.04288506507873535
+Norm-Mallows 0.5_4;Urn culture_id (gamma)_5;17.0;0.042885541915893555
+Norm-Mallows 0.5_4;Urn culture_id (gamma)_6;11.0;0.042885541915893555
+Norm-Mallows 0.5_4;Urn culture_id (gamma)_7;18.0;0.042886972427368164
+Norm-Mallows 0.5_4;Urn culture_id (gamma)_8;11.0;0.042885541915893555
+Norm-Mallows 0.5_4;Urn culture_id (gamma)_9;14.0;0.04488062858581543
+Norm-Mallows 0.5_4;ID;17.0;0.04284977912902832
+Norm-Mallows 0.5_4;UN_0;17.0;0.042952537536621094
+Norm-Mallows 0.5_4;UN_1;18.0;0.04288482666015625
+Norm-Mallows 0.5_4;UN_2;19.0;0.041886329650878906
+Norm-Mallows 0.5_4;UN_3;18.0;0.04288816452026367
+Norm-Mallows 0.5_4;AN;21.0;0.042884111404418945
+Norm-Mallows 0.5_5;Norm-Mallows 0.5_6;6.0;0.04288506507873535
+Norm-Mallows 0.5_5;Norm-Mallows 0.5_7;13.0;0.04288363456726074
+Norm-Mallows 0.5_5;Norm-Mallows 0.5_8;13.0;0.042885780334472656
+Norm-Mallows 0.5_5;Norm-Mallows 0.5_9;8.0;0.04288506507873535
+Norm-Mallows 0.5_5;Urn culture_id (gamma)_0;11.0;0.04288792610168457
+Norm-Mallows 0.5_5;Urn culture_id (gamma)_1;18.0;0.042882442474365234
+Norm-Mallows 0.5_5;Urn culture_id (gamma)_2;15.0;0.04288816452026367
+Norm-Mallows 0.5_5;Urn culture_id (gamma)_3;13.0;0.04288482666015625
+Norm-Mallows 0.5_5;Urn culture_id (gamma)_4;14.0;0.041886329650878906
+Norm-Mallows 0.5_5;Urn culture_id (gamma)_5;17.0;0.04321575164794922
+Norm-Mallows 0.5_5;Urn culture_id (gamma)_6;13.0;0.04300403594970703
+Norm-Mallows 0.5_5;Urn culture_id (gamma)_7;18.0;0.04288506507873535
+Norm-Mallows 0.5_5;Urn culture_id (gamma)_8;11.0;0.042885780334472656
+Norm-Mallows 0.5_5;Urn culture_id (gamma)_9;16.0;0.042886972427368164
+Norm-Mallows 0.5_5;ID;15.0;0.04188990592956543
+Norm-Mallows 0.5_5;UN_0;19.0;0.04288125038146973
+Norm-Mallows 0.5_5;UN_1;20.0;0.044881582260131836
+Norm-Mallows 0.5_5;UN_2;21.0;0.04288363456726074
+Norm-Mallows 0.5_5;UN_3;20.0;0.04188823699951172
+Norm-Mallows 0.5_5;AN;23.0;0.04288625717163086
+Norm-Mallows 0.5_6;Norm-Mallows 0.5_7;13.0;0.04288983345031738
+Norm-Mallows 0.5_6;Norm-Mallows 0.5_8;13.0;0.042882442474365234
+Norm-Mallows 0.5_6;Norm-Mallows 0.5_9;8.0;0.0418851375579834
+Norm-Mallows 0.5_6;Urn culture_id (gamma)_0;13.0;0.04288530349731445
+Norm-Mallows 0.5_6;Urn culture_id (gamma)_1;18.0;0.04288768768310547
+Norm-Mallows 0.5_6;Urn culture_id (gamma)_2;15.0;0.042883872985839844
+Norm-Mallows 0.5_6;Urn culture_id (gamma)_3;11.0;0.0428774356842041
+Norm-Mallows 0.5_6;Urn culture_id (gamma)_4;16.0;0.0428926944732666
+Norm-Mallows 0.5_6;Urn culture_id (gamma)_5;19.0;0.04288482666015625
+Norm-Mallows 0.5_6;Urn culture_id (gamma)_6;13.0;0.04188895225524902
+Norm-Mallows 0.5_6;Urn culture_id (gamma)_7;20.0;0.04288458824157715
+Norm-Mallows 0.5_6;Urn culture_id (gamma)_8;13.0;0.04288506507873535
+Norm-Mallows 0.5_6;Urn culture_id (gamma)_9;18.0;0.042885541915893555
+Norm-Mallows 0.5_6;ID;13.0;0.043883323669433594
+Norm-Mallows 0.5_6;UN_0;21.0;0.041887521743774414
+Norm-Mallows 0.5_6;UN_1;22.0;0.042923927307128906
+Norm-Mallows 0.5_6;UN_2;23.0;0.04298853874206543
+Norm-Mallows 0.5_6;UN_3;22.0;0.042885541915893555
+Norm-Mallows 0.5_6;AN;25.0;0.04288458824157715
+Norm-Mallows 0.5_7;Norm-Mallows 0.5_8;10.0;0.04289412498474121
+Norm-Mallows 0.5_7;Norm-Mallows 0.5_9;7.0;0.04387378692626953
+Norm-Mallows 0.5_7;Urn culture_id (gamma)_0;14.0;0.042885780334472656
+Norm-Mallows 0.5_7;Urn culture_id (gamma)_1;15.0;0.0439143180847168
+Norm-Mallows 0.5_7;Urn culture_id (gamma)_2;14.0;0.04289436340332031
+Norm-Mallows 0.5_7;Urn culture_id (gamma)_3;10.0;0.04287862777709961
+Norm-Mallows 0.5_7;Urn culture_id (gamma)_4;15.0;0.04387998580932617
+Norm-Mallows 0.5_7;Urn culture_id (gamma)_5;16.0;0.042891740798950195
+Norm-Mallows 0.5_7;Urn culture_id (gamma)_6;16.0;0.043879032135009766
+Norm-Mallows 0.5_7;Urn culture_id (gamma)_7;15.0;0.042885780334472656
+Norm-Mallows 0.5_7;Urn culture_id (gamma)_8;12.0;0.04388165473937988
+Norm-Mallows 0.5_7;Urn culture_id (gamma)_9;13.0;0.04300427436828613
+Norm-Mallows 0.5_7;ID;22.0;0.04288434982299805
+Norm-Mallows 0.5_7;UN_0;16.0;0.04395294189453125
+Norm-Mallows 0.5_7;UN_1;17.0;0.042887210845947266
+Norm-Mallows 0.5_7;UN_2;16.0;0.04387974739074707
+Norm-Mallows 0.5_7;UN_3;17.0;0.049016714096069336
+Norm-Mallows 0.5_7;AN;18.0;0.04388260841369629
+Norm-Mallows 0.5_8;Norm-Mallows 0.5_9;9.0;0.04288792610168457
+Norm-Mallows 0.5_8;Urn culture_id (gamma)_0;12.0;0.04285144805908203
+Norm-Mallows 0.5_8;Urn culture_id (gamma)_1;11.0;0.042919158935546875
+Norm-Mallows 0.5_8;Urn culture_id (gamma)_2;10.0;0.04188823699951172
+Norm-Mallows 0.5_8;Urn culture_id (gamma)_3;4.0;0.04288482666015625
+Norm-Mallows 0.5_8;Urn culture_id (gamma)_4;11.0;0.042885780334472656
+Norm-Mallows 0.5_8;Urn culture_id (gamma)_5;12.0;0.04188799858093262
+Norm-Mallows 0.5_8;Urn culture_id (gamma)_6;12.0;0.042885541915893555
+Norm-Mallows 0.5_8;Urn culture_id (gamma)_7;13.0;0.04288506507873535
+Norm-Mallows 0.5_8;Urn culture_id (gamma)_8;10.0;0.041887760162353516
+Norm-Mallows 0.5_8;Urn culture_id (gamma)_9;11.0;0.04285144805908203
+Norm-Mallows 0.5_8;ID;22.0;0.041919708251953125
+Norm-Mallows 0.5_8;UN_0;12.0;0.04304695129394531
+Norm-Mallows 0.5_8;UN_1;13.0;0.04188704490661621
+Norm-Mallows 0.5_8;UN_2;14.0;0.04288530349731445
+Norm-Mallows 0.5_8;UN_3;13.0;0.043036460876464844
+Norm-Mallows 0.5_8;AN;18.0;0.04188990592956543
+Norm-Mallows 0.5_9;Urn culture_id (gamma)_0;9.0;0.042883872985839844
+Norm-Mallows 0.5_9;Urn culture_id (gamma)_1;12.0;0.041887760162353516
+Norm-Mallows 0.5_9;Urn culture_id (gamma)_2;11.0;0.04188871383666992
+Norm-Mallows 0.5_9;Urn culture_id (gamma)_3;9.0;0.041886329650878906
+Norm-Mallows 0.5_9;Urn culture_id (gamma)_4;12.0;0.04089689254760742
+Norm-Mallows 0.5_9;Urn culture_id (gamma)_5;15.0;0.041881561279296875
+Norm-Mallows 0.5_9;Urn culture_id (gamma)_6;13.0;0.04288601875305176
+Norm-Mallows 0.5_9;Urn culture_id (gamma)_7;14.0;0.04188823699951172
+Norm-Mallows 0.5_9;Urn culture_id (gamma)_8;11.0;0.04285311698913574
+Norm-Mallows 0.5_9;Urn culture_id (gamma)_9;10.0;0.04192042350769043
+Norm-Mallows 0.5_9;ID;21.0;0.04196524620056152
+Norm-Mallows 0.5_9;UN_0;13.0;0.04188823699951172
+Norm-Mallows 0.5_9;UN_1;14.0;0.04288506507873535
+Norm-Mallows 0.5_9;UN_2;15.0;0.04188895225524902
+Norm-Mallows 0.5_9;UN_3;14.0;0.04189324378967285
+Norm-Mallows 0.5_9;AN;21.0;0.04191088676452637
+Urn culture_id (gamma)_0;Urn culture_id (gamma)_1;9.0;0.04288530349731445
+Urn culture_id (gamma)_0;Urn culture_id (gamma)_2;10.0;0.04288506507873535
+Urn culture_id (gamma)_0;Urn culture_id (gamma)_3;12.0;0.0429692268371582
+Urn culture_id (gamma)_0;Urn culture_id (gamma)_4;11.0;0.04388070106506348
+Urn culture_id (gamma)_0;Urn culture_id (gamma)_5;12.0;0.04296517372131348
+Urn culture_id (gamma)_0;Urn culture_id (gamma)_6;8.0;0.04288506507873535
+Urn culture_id (gamma)_0;Urn culture_id (gamma)_7;13.0;0.04288530349731445
+Urn culture_id (gamma)_0;Urn culture_id (gamma)_8;10.0;0.042885541915893555
+Urn culture_id (gamma)_0;Urn culture_id (gamma)_9;11.0;0.042888641357421875
+Urn culture_id (gamma)_0;ID;24.0;0.041884660720825195
+Urn culture_id (gamma)_0;UN_0;12.0;0.04288625717163086
+Urn culture_id (gamma)_0;UN_1;13.0;0.04288649559020996
+Urn culture_id (gamma)_0;UN_2;12.0;0.042885780334472656
+Urn culture_id (gamma)_0;UN_3;11.0;0.0418856143951416
+Urn culture_id (gamma)_0;AN;20.0;0.044954538345336914
+Urn culture_id (gamma)_1;Urn culture_id (gamma)_2;9.0;0.041892051696777344
+Urn culture_id (gamma)_1;Urn culture_id (gamma)_3;11.0;0.04188704490661621
+Urn culture_id (gamma)_1;Urn culture_id (gamma)_4;10.0;0.041971683502197266
+Urn culture_id (gamma)_1;Urn culture_id (gamma)_5;11.0;0.04188847541809082
+Urn culture_id (gamma)_1;Urn culture_id (gamma)_6;11.0;0.04189038276672363
+Urn culture_id (gamma)_1;Urn culture_id (gamma)_7;8.0;0.042882680892944336
+Urn culture_id (gamma)_1;Urn culture_id (gamma)_8;9.0;0.041890621185302734
+Urn culture_id (gamma)_1;Urn culture_id (gamma)_9;8.0;0.0418848991394043
+Urn culture_id (gamma)_1;ID;31.0;0.04091954231262207
+Urn culture_id (gamma)_1;UN_0;5.0;0.04188871383666992
+Urn culture_id (gamma)_1;UN_1;8.0;0.04288601875305176
+Urn culture_id (gamma)_1;UN_2;7.0;0.04188799858093262
+Urn culture_id (gamma)_1;UN_3;8.0;0.04188728332519531
+Urn culture_id (gamma)_1;AN;19.0;0.04189014434814453
+Urn culture_id (gamma)_2;Urn culture_id (gamma)_3;10.0;0.04288339614868164
+Urn culture_id (gamma)_2;Urn culture_id (gamma)_4;11.0;0.04288530349731445
+Urn culture_id (gamma)_2;Urn culture_id (gamma)_5;12.0;0.042885541915893555
+Urn culture_id (gamma)_2;Urn culture_id (gamma)_6;12.0;0.04298996925354004
+Urn culture_id (gamma)_2;Urn culture_id (gamma)_7;11.0;0.04388022422790527
+Urn culture_id (gamma)_2;Urn culture_id (gamma)_8;10.0;0.04288506507873535
+Urn culture_id (gamma)_2;Urn culture_id (gamma)_9;9.0;0.04288601875305176
+Urn culture_id (gamma)_2;ID;26.0;0.041887521743774414
+Urn culture_id (gamma)_2;UN_0;10.0;0.043885231018066406
+Urn culture_id (gamma)_2;UN_1;9.0;0.04288506507873535
+Urn culture_id (gamma)_2;UN_2;10.0;0.04388022422790527
+Urn culture_id (gamma)_2;UN_3;11.0;0.04288673400878906
+Urn culture_id (gamma)_2;AN;18.0;0.04294776916503906
+Urn culture_id (gamma)_3;Urn culture_id (gamma)_4;11.0;0.04089069366455078
+Urn culture_id (gamma)_3;Urn culture_id (gamma)_5;12.0;0.04189300537109375
+Urn culture_id (gamma)_3;Urn culture_id (gamma)_6;12.0;0.04188728332519531
+Urn culture_id (gamma)_3;Urn culture_id (gamma)_7;13.0;0.04188680648803711
+Urn culture_id (gamma)_3;Urn culture_id (gamma)_8;8.0;0.041037559509277344
+Urn culture_id (gamma)_3;Urn culture_id (gamma)_9;11.0;0.04191851615905762
+Urn culture_id (gamma)_3;ID;22.0;0.04089069366455078
+Urn culture_id (gamma)_3;UN_0;14.0;0.041887760162353516
+Urn culture_id (gamma)_3;UN_1;13.0;0.04188847541809082
+Urn culture_id (gamma)_3;UN_2;14.0;0.041890859603881836
+Urn culture_id (gamma)_3;UN_3;13.0;0.04188394546508789
+Urn culture_id (gamma)_3;AN;20.0;0.0408930778503418
+Urn culture_id (gamma)_4;Urn culture_id (gamma)_5;13.0;0.041886329650878906
+Urn culture_id (gamma)_4;Urn culture_id (gamma)_6;9.0;0.040891170501708984
+Urn culture_id (gamma)_4;Urn culture_id (gamma)_7;10.0;0.041887760162353516
+Urn culture_id (gamma)_4;Urn culture_id (gamma)_8;7.0;0.04188823699951172
+Urn culture_id (gamma)_4;Urn culture_id (gamma)_9;10.0;0.04188680648803711
+Urn culture_id (gamma)_4;ID;29.0;0.04089093208312988
+Urn culture_id (gamma)_4;UN_0;9.0;0.04188847541809082
+Urn culture_id (gamma)_4;UN_1;10.0;0.042885780334472656
+Urn culture_id (gamma)_4;UN_2;9.0;0.04089188575744629
+Urn culture_id (gamma)_4;UN_3;10.0;0.041992902755737305
+Urn culture_id (gamma)_4;AN;15.0;0.04088926315307617
+Urn culture_id (gamma)_5;Urn culture_id (gamma)_6;10.0;0.04189276695251465
+Urn culture_id (gamma)_5;Urn culture_id (gamma)_7;7.0;0.0418851375579834
+Urn culture_id (gamma)_5;Urn culture_id (gamma)_8;12.0;0.04188656806945801
+Urn culture_id (gamma)_5;Urn culture_id (gamma)_9;7.0;0.04188799858093262
+Urn culture_id (gamma)_5;ID;32.0;0.041887521743774414
+Urn culture_id (gamma)_5;UN_0;10.0;0.04188990592956543
+Urn culture_id (gamma)_5;UN_1;9.0;0.0419158935546875
+Urn culture_id (gamma)_5;UN_2;10.0;0.04089236259460449
+Urn culture_id (gamma)_5;UN_3;7.0;0.04188966751098633
+Urn culture_id (gamma)_5;AN;18.0;0.04188394546508789
+Urn culture_id (gamma)_6;Urn culture_id (gamma)_7;11.0;0.04303908348083496
+Urn culture_id (gamma)_6;Urn culture_id (gamma)_8;8.0;0.0419926643371582
+Urn culture_id (gamma)_6;Urn culture_id (gamma)_9;11.0;0.04288840293884277
+Urn culture_id (gamma)_6;ID;24.0;0.042882442474365234
+Urn culture_id (gamma)_6;UN_0;10.0;0.042885541915893555
+Urn culture_id (gamma)_6;UN_1;11.0;0.04288530349731445
+Urn culture_id (gamma)_6;UN_2;12.0;0.04288840293884277
+Urn culture_id (gamma)_6;UN_3;11.0;0.04288434982299805
+Urn culture_id (gamma)_6;AN;20.0;0.04492998123168945
+Urn culture_id (gamma)_7;Urn culture_id (gamma)_8;9.0;0.043909311294555664
+Urn culture_id (gamma)_7;Urn culture_id (gamma)_9;10.0;0.04288506507873535
+Urn culture_id (gamma)_7;ID;33.0;0.041890859603881836
+Urn culture_id (gamma)_7;UN_0;7.0;0.042882442474365234
+Urn culture_id (gamma)_7;UN_1;4.0;0.042885541915893555
+Urn culture_id (gamma)_7;UN_2;7.0;0.042885541915893555
+Urn culture_id (gamma)_7;UN_3;6.0;0.042890310287475586
+Urn culture_id (gamma)_7;AN;19.0;0.041882991790771484
+Urn culture_id (gamma)_8;Urn culture_id (gamma)_9;11.0;0.041890859603881836
+Urn culture_id (gamma)_8;ID;26.0;0.040888071060180664
+Urn culture_id (gamma)_8;UN_0;10.0;0.041887521743774414
+Urn culture_id (gamma)_8;UN_1;11.0;0.04193902015686035
+Urn culture_id (gamma)_8;UN_2;10.0;0.04188704490661621
+Urn culture_id (gamma)_8;UN_3;9.0;0.040888309478759766
+Urn culture_id (gamma)_8;AN;20.0;0.041892051696777344
+Urn culture_id (gamma)_9;ID;31.0;0.041884422302246094
+Urn culture_id (gamma)_9;UN_0;7.0;0.04188847541809082
+Urn culture_id (gamma)_9;UN_1;8.0;0.04204440116882324
+Urn culture_id (gamma)_9;UN_2;7.0;0.04288506507873535
+Urn culture_id (gamma)_9;UN_3;8.0;0.0418858528137207
+Urn culture_id (gamma)_9;AN;17.0;0.04188847541809082
+ID;UN_0;34.0;0.04587721824645996
+ID;UN_1;35.0;0.044963836669921875
+ID;UN_2;36.0;0.045876502990722656
+ID;UN_3;35.0;0.0458827018737793
+ID;AN;36.0;0.04587244987487793
+UN_0;UN_1;5.0;0.04189252853393555
+UN_0;UN_2;4.0;0.04188251495361328
+UN_0;UN_3;5.0;0.04288792610168457
+UN_0;AN;20.0;0.041886091232299805
+UN_1;UN_2;5.0;0.04188799858093262
+UN_1;UN_3;6.0;0.04188823699951172
+UN_1;AN;19.0;0.04189014434814453
+UN_2;UN_3;5.0;0.0418853759765625
+UN_2;AN;20.0;0.04188847541809082
+UN_3;AN;21.0;0.04291391372680664
diff --git a/experiments/SAXp_size_4_12/elections/1D Interval_0.soc b/experiments/SAXp_size_4_12/elections/1D Interval_0.soc
new file mode 100644
index 0000000..5c40ac0
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/1D Interval_0.soc
@@ -0,0 +1,12 @@
+# 1D_Interval {'dim': 1, 'alpha': 1, 'space': 'uniform'}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 5
+4, 0, 3, 2, 1
+3, 2, 0, 3, 1
+3, 1, 2, 0, 3
+1, 3, 0, 2, 1
+1, 2, 1, 0, 3
diff --git a/experiments/SAXp_size_4_12/elections/1D Interval_1.soc b/experiments/SAXp_size_4_12/elections/1D Interval_1.soc
new file mode 100644
index 0000000..36ddda4
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/1D Interval_1.soc
@@ -0,0 +1,11 @@
+# 1D_Interval {'dim': 1, 'alpha': 1, 'space': 'uniform'}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 4
+4, 3, 0, 2, 1
+3, 2, 1, 0, 3
+3, 1, 2, 0, 3
+2, 0, 3, 2, 1
diff --git a/experiments/SAXp_size_4_12/elections/1D Interval_2.soc b/experiments/SAXp_size_4_12/elections/1D Interval_2.soc
new file mode 100644
index 0000000..b0dbb4c
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/1D Interval_2.soc
@@ -0,0 +1,12 @@
+# 1D_Interval {'dim': 1, 'alpha': 1, 'space': 'uniform'}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 5
+4, 0, 1, 2, 3
+3, 1, 0, 2, 3
+2, 3, 2, 1, 0
+2, 2, 3, 1, 0
+1, 1, 2, 3, 0
diff --git a/experiments/SAXp_size_4_12/elections/1D Interval_3.soc b/experiments/SAXp_size_4_12/elections/1D Interval_3.soc
new file mode 100644
index 0000000..7e1a5af
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/1D Interval_3.soc
@@ -0,0 +1,10 @@
+# 1D_Interval {'dim': 1, 'alpha': 1, 'space': 'uniform'}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 3
+5, 0, 2, 1, 3
+4, 3, 1, 2, 0
+3, 1, 2, 0, 3
diff --git a/experiments/SAXp_size_4_12/elections/1D Interval_4.soc b/experiments/SAXp_size_4_12/elections/1D Interval_4.soc
new file mode 100644
index 0000000..b7f65ec
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/1D Interval_4.soc
@@ -0,0 +1,12 @@
+# 1D_Interval {'dim': 1, 'alpha': 1, 'space': 'uniform'}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 5
+5, 3, 2, 1, 0
+3, 0, 1, 2, 3
+2, 2, 1, 0, 3
+1, 2, 3, 1, 0
+1, 1, 0, 2, 3
diff --git a/experiments/SAXp_size_4_12/elections/1D Interval_5.soc b/experiments/SAXp_size_4_12/elections/1D Interval_5.soc
new file mode 100644
index 0000000..ee1641a
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/1D Interval_5.soc
@@ -0,0 +1,10 @@
+# 1D_Interval {'dim': 1, 'alpha': 1, 'space': 'uniform'}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 3
+6, 2, 1, 0, 3
+4, 3, 0, 1, 2
+2, 1, 0, 3, 2
diff --git a/experiments/SAXp_size_4_12/elections/1D Interval_6.soc b/experiments/SAXp_size_4_12/elections/1D Interval_6.soc
new file mode 100644
index 0000000..128ee0c
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/1D Interval_6.soc
@@ -0,0 +1,11 @@
+# 1D_Interval {'dim': 1, 'alpha': 1, 'space': 'uniform'}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 4
+5, 2, 3, 1, 0
+3, 3, 2, 1, 0
+2, 3, 1, 0, 2
+2, 1, 0, 3, 2
diff --git a/experiments/SAXp_size_4_12/elections/1D Interval_7.soc b/experiments/SAXp_size_4_12/elections/1D Interval_7.soc
new file mode 100644
index 0000000..b93f569
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/1D Interval_7.soc
@@ -0,0 +1,11 @@
+# 1D_Interval {'dim': 1, 'alpha': 1, 'space': 'uniform'}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 4
+4, 1, 0, 2, 3
+3, 3, 2, 1, 0
+3, 0, 1, 2, 3
+2, 2, 3, 1, 0
diff --git a/experiments/SAXp_size_4_12/elections/1D Interval_8.soc b/experiments/SAXp_size_4_12/elections/1D Interval_8.soc
new file mode 100644
index 0000000..c622cdb
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/1D Interval_8.soc
@@ -0,0 +1,12 @@
+# 1D_Interval {'dim': 1, 'alpha': 1, 'space': 'uniform'}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 5
+4, 2, 1, 0, 3
+3, 1, 2, 0, 3
+2, 0, 3, 1, 2
+2, 0, 1, 2, 3
+1, 0, 1, 3, 2
diff --git a/experiments/SAXp_size_4_12/elections/1D Interval_9.soc b/experiments/SAXp_size_4_12/elections/1D Interval_9.soc
new file mode 100644
index 0000000..22dfb7a
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/1D Interval_9.soc
@@ -0,0 +1,12 @@
+# 1D_Interval {'dim': 1, 'alpha': 1, 'space': 'uniform'}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 5
+7, 3, 0, 2, 1
+2, 2, 1, 0, 3
+1, 2, 0, 1, 3
+1, 1, 2, 0, 3
+1, 0, 3, 2, 1
diff --git a/experiments/SAXp_size_4_12/elections/2D Disc_0.soc b/experiments/SAXp_size_4_12/elections/2D Disc_0.soc
new file mode 100644
index 0000000..80eb1c2
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/2D Disc_0.soc
@@ -0,0 +1,12 @@
+# 2D_Disc {'dim': 2, 'alpha': 1, 'space': 'uniform'}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 5
+4, 1, 0, 3, 2
+3, 1, 3, 2, 0
+3, 0, 1, 2, 3
+1, 3, 2, 1, 0
+1, 0, 1, 3, 2
diff --git a/experiments/SAXp_size_4_12/elections/2D Disc_1.soc b/experiments/SAXp_size_4_12/elections/2D Disc_1.soc
new file mode 100644
index 0000000..ccfdb53
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/2D Disc_1.soc
@@ -0,0 +1,10 @@
+# 2D_Disc {'dim': 2, 'alpha': 1, 'space': 'uniform'}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 3
+5, 1, 3, 0, 2
+5, 0, 3, 1, 2
+2, 3, 0, 1, 2
diff --git a/experiments/SAXp_size_4_12/elections/2D Disc_2.soc b/experiments/SAXp_size_4_12/elections/2D Disc_2.soc
new file mode 100644
index 0000000..2471be1
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/2D Disc_2.soc
@@ -0,0 +1,13 @@
+# 2D_Disc {'dim': 2, 'alpha': 1, 'space': 'uniform'}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 6
+4, 0, 3, 1, 2
+3, 3, 2, 0, 1
+2, 0, 1, 3, 2
+1, 3, 0, 2, 1
+1, 3, 0, 1, 2
+1, 2, 3, 1, 0
diff --git a/experiments/SAXp_size_4_12/elections/2D Disc_3.soc b/experiments/SAXp_size_4_12/elections/2D Disc_3.soc
new file mode 100644
index 0000000..17b4c25
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/2D Disc_3.soc
@@ -0,0 +1,14 @@
+# 2D_Disc {'dim': 2, 'alpha': 1, 'space': 'uniform'}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 7
+3, 3, 1, 2, 0
+2, 2, 1, 0, 3
+2, 1, 3, 2, 0
+2, 0, 2, 1, 3
+1, 2, 1, 3, 0
+1, 2, 0, 1, 3
+1, 1, 2, 3, 0
diff --git a/experiments/SAXp_size_4_12/elections/2D Disc_4.soc b/experiments/SAXp_size_4_12/elections/2D Disc_4.soc
new file mode 100644
index 0000000..40170be
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/2D Disc_4.soc
@@ -0,0 +1,14 @@
+# 2D_Disc {'dim': 2, 'alpha': 1, 'space': 'uniform'}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 7
+3, 0, 3, 1, 2
+2, 3, 0, 2, 1
+2, 2, 3, 1, 0
+2, 1, 3, 0, 2
+1, 3, 2, 0, 1
+1, 3, 1, 0, 2
+1, 0, 3, 2, 1
diff --git a/experiments/SAXp_size_4_12/elections/2D Disc_5.soc b/experiments/SAXp_size_4_12/elections/2D Disc_5.soc
new file mode 100644
index 0000000..0e44530
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/2D Disc_5.soc
@@ -0,0 +1,14 @@
+# 2D_Disc {'dim': 2, 'alpha': 1, 'space': 'uniform'}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 7
+5, 3, 1, 2, 0
+2, 2, 0, 3, 1
+1, 3, 2, 1, 0
+1, 3, 2, 0, 1
+1, 2, 0, 1, 3
+1, 1, 2, 0, 3
+1, 0, 2, 3, 1
diff --git a/experiments/SAXp_size_4_12/elections/2D Disc_6.soc b/experiments/SAXp_size_4_12/elections/2D Disc_6.soc
new file mode 100644
index 0000000..7eb2d77
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/2D Disc_6.soc
@@ -0,0 +1,14 @@
+# 2D_Disc {'dim': 2, 'alpha': 1, 'space': 'uniform'}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 7
+6, 2, 0, 1, 3
+1, 3, 1, 0, 2
+1, 2, 1, 0, 3
+1, 1, 3, 2, 0
+1, 1, 2, 3, 0
+1, 0, 2, 3, 1
+1, 0, 2, 1, 3
diff --git a/experiments/SAXp_size_4_12/elections/2D Disc_7.soc b/experiments/SAXp_size_4_12/elections/2D Disc_7.soc
new file mode 100644
index 0000000..231dcf1
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/2D Disc_7.soc
@@ -0,0 +1,13 @@
+# 2D_Disc {'dim': 2, 'alpha': 1, 'space': 'uniform'}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 6
+3, 1, 0, 3, 2
+2, 3, 1, 0, 2
+2, 2, 0, 1, 3
+2, 1, 3, 0, 2
+2, 0, 1, 2, 3
+1, 2, 1, 0, 3
diff --git a/experiments/SAXp_size_4_12/elections/2D Disc_8.soc b/experiments/SAXp_size_4_12/elections/2D Disc_8.soc
new file mode 100644
index 0000000..1ed1f66
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/2D Disc_8.soc
@@ -0,0 +1,15 @@
+# 2D_Disc {'dim': 2, 'alpha': 1, 'space': 'uniform'}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 8
+3, 3, 0, 2, 1
+2, 1, 2, 3, 0
+2, 0, 3, 2, 1
+1, 3, 2, 1, 0
+1, 3, 1, 0, 2
+1, 3, 0, 1, 2
+1, 2, 1, 3, 0
+1, 1, 3, 2, 0
diff --git a/experiments/SAXp_size_4_12/elections/2D Disc_9.soc b/experiments/SAXp_size_4_12/elections/2D Disc_9.soc
new file mode 100644
index 0000000..6b5063e
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/2D Disc_9.soc
@@ -0,0 +1,12 @@
+# 2D_Disc {'dim': 2, 'alpha': 1, 'space': 'uniform'}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 5
+5, 3, 2, 1, 0
+3, 0, 2, 1, 3
+2, 0, 3, 2, 1
+1, 2, 3, 1, 0
+1, 0, 2, 3, 1
diff --git a/experiments/SAXp_size_4_12/elections/2D Sphere_0.soc b/experiments/SAXp_size_4_12/elections/2D Sphere_0.soc
new file mode 100644
index 0000000..fd4c9a3
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/2D Sphere_0.soc
@@ -0,0 +1,14 @@
+# 2D_Sphere {'dim': 2, 'alpha': 1, 'space': 'uniform'}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 7
+3, 0, 1, 2, 3
+2, 3, 2, 1, 0
+2, 2, 0, 1, 3
+2, 0, 2, 1, 3
+1, 2, 1, 3, 0
+1, 2, 1, 0, 3
+1, 1, 3, 2, 0
diff --git a/experiments/SAXp_size_4_12/elections/2D Sphere_1.soc b/experiments/SAXp_size_4_12/elections/2D Sphere_1.soc
new file mode 100644
index 0000000..eafb56b
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/2D Sphere_1.soc
@@ -0,0 +1,14 @@
+# 2D_Sphere {'dim': 2, 'alpha': 1, 'space': 'uniform'}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 7
+4, 2, 3, 0, 1
+2, 1, 0, 2, 3
+2, 0, 1, 2, 3
+1, 2, 1, 0, 3
+1, 2, 0, 1, 3
+1, 0, 3, 2, 1
+1, 0, 2, 3, 1
diff --git a/experiments/SAXp_size_4_12/elections/2D Sphere_2.soc b/experiments/SAXp_size_4_12/elections/2D Sphere_2.soc
new file mode 100644
index 0000000..e9a3737
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/2D Sphere_2.soc
@@ -0,0 +1,14 @@
+# 2D_Sphere {'dim': 2, 'alpha': 1, 'space': 'uniform'}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 7
+6, 0, 3, 1, 2
+1, 3, 0, 1, 2
+1, 2, 1, 0, 3
+1, 1, 2, 0, 3
+1, 1, 0, 2, 3
+1, 0, 2, 1, 3
+1, 0, 1, 3, 2
diff --git a/experiments/SAXp_size_4_12/elections/2D Sphere_3.soc b/experiments/SAXp_size_4_12/elections/2D Sphere_3.soc
new file mode 100644
index 0000000..5e87602
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/2D Sphere_3.soc
@@ -0,0 +1,12 @@
+# 2D_Sphere {'dim': 2, 'alpha': 1, 'space': 'uniform'}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 5
+5, 3, 1, 2, 0
+3, 3, 2, 1, 0
+2, 2, 3, 1, 0
+1, 1, 0, 2, 3
+1, 0, 1, 2, 3
diff --git a/experiments/SAXp_size_4_12/elections/2D Sphere_4.soc b/experiments/SAXp_size_4_12/elections/2D Sphere_4.soc
new file mode 100644
index 0000000..a18eb0e
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/2D Sphere_4.soc
@@ -0,0 +1,14 @@
+# 2D_Sphere {'dim': 2, 'alpha': 1, 'space': 'uniform'}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 7
+3, 3, 2, 0, 1
+2, 2, 0, 3, 1
+2, 1, 0, 3, 2
+2, 1, 0, 2, 3
+1, 3, 0, 1, 2
+1, 2, 3, 0, 1
+1, 0, 1, 2, 3
diff --git a/experiments/SAXp_size_4_12/elections/2D Sphere_5.soc b/experiments/SAXp_size_4_12/elections/2D Sphere_5.soc
new file mode 100644
index 0000000..7a894a8
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/2D Sphere_5.soc
@@ -0,0 +1,11 @@
+# 2D_Sphere {'dim': 2, 'alpha': 1, 'space': 'uniform'}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 4
+7, 2, 3, 1, 0
+3, 0, 2, 3, 1
+1, 3, 1, 2, 0
+1, 1, 3, 2, 0
diff --git a/experiments/SAXp_size_4_12/elections/2D Sphere_6.soc b/experiments/SAXp_size_4_12/elections/2D Sphere_6.soc
new file mode 100644
index 0000000..7d5c459
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/2D Sphere_6.soc
@@ -0,0 +1,16 @@
+# 2D_Sphere {'dim': 2, 'alpha': 1, 'space': 'uniform'}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 9
+3, 2, 0, 3, 1
+2, 2, 0, 1, 3
+1, 3, 2, 1, 0
+1, 3, 1, 0, 2
+1, 2, 3, 0, 1
+1, 1, 3, 0, 2
+1, 1, 0, 3, 2
+1, 0, 2, 1, 3
+1, 0, 1, 2, 3
diff --git a/experiments/SAXp_size_4_12/elections/2D Sphere_7.soc b/experiments/SAXp_size_4_12/elections/2D Sphere_7.soc
new file mode 100644
index 0000000..6c0381b
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/2D Sphere_7.soc
@@ -0,0 +1,14 @@
+# 2D_Sphere {'dim': 2, 'alpha': 1, 'space': 'uniform'}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 7
+3, 0, 2, 3, 1
+2, 3, 1, 2, 0
+2, 2, 3, 0, 1
+2, 1, 3, 0, 2
+1, 3, 2, 1, 0
+1, 0, 3, 1, 2
+1, 0, 1, 3, 2
diff --git a/experiments/SAXp_size_4_12/elections/2D Sphere_8.soc b/experiments/SAXp_size_4_12/elections/2D Sphere_8.soc
new file mode 100644
index 0000000..5f2a967
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/2D Sphere_8.soc
@@ -0,0 +1,13 @@
+# 2D_Sphere {'dim': 2, 'alpha': 1, 'space': 'uniform'}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 6
+4, 1, 0, 2, 3
+3, 0, 1, 3, 2
+2, 3, 0, 1, 2
+1, 3, 1, 0, 2
+1, 2, 1, 0, 3
+1, 1, 2, 0, 3
diff --git a/experiments/SAXp_size_4_12/elections/2D Sphere_9.soc b/experiments/SAXp_size_4_12/elections/2D Sphere_9.soc
new file mode 100644
index 0000000..9eeb69d
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/2D Sphere_9.soc
@@ -0,0 +1,13 @@
+# 2D_Sphere {'dim': 2, 'alpha': 1, 'space': 'uniform'}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 6
+4, 2, 3, 0, 1
+3, 3, 1, 2, 0
+2, 1, 3, 0, 2
+1, 2, 3, 1, 0
+1, 0, 3, 1, 2
+1, 0, 2, 3, 1
diff --git a/experiments/SAXp_size_4_12/elections/3D Cube_0.soc b/experiments/SAXp_size_4_12/elections/3D Cube_0.soc
new file mode 100644
index 0000000..592ae89
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/3D Cube_0.soc
@@ -0,0 +1,16 @@
+# 3D_Cube {'dim': 3, 'alpha': 1, 'space': 'uniform'}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 9
+3, 0, 1, 3, 2
+2, 1, 2, 0, 3
+1, 3, 2, 1, 0
+1, 3, 0, 2, 1
+1, 2, 3, 1, 0
+1, 2, 0, 3, 1
+1, 2, 0, 1, 3
+1, 1, 0, 3, 2
+1, 0, 2, 3, 1
diff --git a/experiments/SAXp_size_4_12/elections/3D Cube_1.soc b/experiments/SAXp_size_4_12/elections/3D Cube_1.soc
new file mode 100644
index 0000000..654590a
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/3D Cube_1.soc
@@ -0,0 +1,14 @@
+# 3D_Cube {'dim': 3, 'alpha': 1, 'space': 'uniform'}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 7
+4, 0, 1, 2, 3
+3, 0, 2, 1, 3
+1, 3, 2, 0, 1
+1, 2, 3, 0, 1
+1, 2, 1, 0, 3
+1, 2, 0, 1, 3
+1, 0, 3, 2, 1
diff --git a/experiments/SAXp_size_4_12/elections/3D Cube_2.soc b/experiments/SAXp_size_4_12/elections/3D Cube_2.soc
new file mode 100644
index 0000000..10bf73c
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/3D Cube_2.soc
@@ -0,0 +1,13 @@
+# 3D_Cube {'dim': 3, 'alpha': 1, 'space': 'uniform'}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 6
+3, 3, 2, 0, 1
+3, 3, 0, 2, 1
+3, 2, 1, 3, 0
+1, 3, 0, 1, 2
+1, 1, 2, 3, 0
+1, 0, 3, 1, 2
diff --git a/experiments/SAXp_size_4_12/elections/3D Cube_3.soc b/experiments/SAXp_size_4_12/elections/3D Cube_3.soc
new file mode 100644
index 0000000..8e39f14
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/3D Cube_3.soc
@@ -0,0 +1,16 @@
+# 3D_Cube {'dim': 3, 'alpha': 1, 'space': 'uniform'}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 9
+4, 3, 0, 1, 2
+1, 3, 1, 0, 2
+1, 3, 0, 2, 1
+1, 2, 3, 1, 0
+1, 1, 3, 2, 0
+1, 1, 0, 2, 3
+1, 0, 3, 1, 2
+1, 0, 2, 3, 1
+1, 0, 2, 1, 3
diff --git a/experiments/SAXp_size_4_12/elections/3D Cube_4.soc b/experiments/SAXp_size_4_12/elections/3D Cube_4.soc
new file mode 100644
index 0000000..853fe5c
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/3D Cube_4.soc
@@ -0,0 +1,18 @@
+# 3D_Cube {'dim': 3, 'alpha': 1, 'space': 'uniform'}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 11
+2, 2, 1, 0, 3
+1, 3, 2, 1, 0
+1, 3, 2, 0, 1
+1, 3, 1, 2, 0
+1, 2, 3, 1, 0
+1, 2, 1, 3, 0
+1, 1, 3, 2, 0
+1, 1, 2, 3, 0
+1, 1, 2, 0, 3
+1, 1, 0, 2, 3
+1, 0, 3, 2, 1
diff --git a/experiments/SAXp_size_4_12/elections/3D Cube_5.soc b/experiments/SAXp_size_4_12/elections/3D Cube_5.soc
new file mode 100644
index 0000000..e697fb7
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/3D Cube_5.soc
@@ -0,0 +1,16 @@
+# 3D_Cube {'dim': 3, 'alpha': 1, 'space': 'uniform'}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 9
+2, 3, 2, 0, 1
+2, 2, 3, 0, 1
+2, 0, 1, 2, 3
+1, 2, 3, 1, 0
+1, 2, 1, 0, 3
+1, 1, 2, 0, 3
+1, 1, 0, 2, 3
+1, 0, 3, 2, 1
+1, 0, 2, 1, 3
diff --git a/experiments/SAXp_size_4_12/elections/3D Cube_6.soc b/experiments/SAXp_size_4_12/elections/3D Cube_6.soc
new file mode 100644
index 0000000..3bbddc4
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/3D Cube_6.soc
@@ -0,0 +1,13 @@
+# 3D_Cube {'dim': 3, 'alpha': 1, 'space': 'uniform'}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 6
+3, 3, 2, 1, 0
+3, 2, 0, 1, 3
+3, 0, 2, 1, 3
+1, 2, 3, 1, 0
+1, 2, 3, 0, 1
+1, 2, 1, 0, 3
diff --git a/experiments/SAXp_size_4_12/elections/3D Cube_7.soc b/experiments/SAXp_size_4_12/elections/3D Cube_7.soc
new file mode 100644
index 0000000..8c4c91d
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/3D Cube_7.soc
@@ -0,0 +1,14 @@
+# 3D_Cube {'dim': 3, 'alpha': 1, 'space': 'uniform'}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 7
+3, 2, 0, 3, 1
+3, 1, 3, 2, 0
+2, 1, 2, 3, 0
+1, 3, 2, 1, 0
+1, 2, 3, 0, 1
+1, 2, 1, 3, 0
+1, 2, 1, 0, 3
diff --git a/experiments/SAXp_size_4_12/elections/3D Cube_8.soc b/experiments/SAXp_size_4_12/elections/3D Cube_8.soc
new file mode 100644
index 0000000..fa35324
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/3D Cube_8.soc
@@ -0,0 +1,16 @@
+# 3D_Cube {'dim': 3, 'alpha': 1, 'space': 'uniform'}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 9
+3, 0, 3, 2, 1
+2, 3, 2, 0, 1
+1, 3, 1, 0, 2
+1, 2, 3, 0, 1
+1, 2, 1, 0, 3
+1, 2, 0, 3, 1
+1, 2, 0, 1, 3
+1, 1, 3, 0, 2
+1, 1, 0, 2, 3
diff --git a/experiments/SAXp_size_4_12/elections/3D Cube_9.soc b/experiments/SAXp_size_4_12/elections/3D Cube_9.soc
new file mode 100644
index 0000000..0b31b26
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/3D Cube_9.soc
@@ -0,0 +1,14 @@
+# 3D_Cube {'dim': 3, 'alpha': 1, 'space': 'uniform'}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 7
+3, 3, 0, 1, 2
+3, 2, 3, 0, 1
+2, 3, 0, 2, 1
+1, 3, 1, 0, 2
+1, 2, 1, 3, 0
+1, 1, 3, 2, 0
+1, 0, 3, 1, 2
diff --git a/experiments/SAXp_size_4_12/elections/3D Sphere_0.soc b/experiments/SAXp_size_4_12/elections/3D Sphere_0.soc
new file mode 100644
index 0000000..779b080
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/3D Sphere_0.soc
@@ -0,0 +1,14 @@
+# 3D_Sphere {'dim': 3, 'alpha': 1, 'space': 'uniform'}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 7
+4, 2, 1, 3, 0
+2, 3, 1, 0, 2
+2, 2, 1, 0, 3
+1, 3, 1, 2, 0
+1, 3, 0, 1, 2
+1, 1, 3, 0, 2
+1, 1, 2, 0, 3
diff --git a/experiments/SAXp_size_4_12/elections/3D Sphere_1.soc b/experiments/SAXp_size_4_12/elections/3D Sphere_1.soc
new file mode 100644
index 0000000..ac2c4ab
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/3D Sphere_1.soc
@@ -0,0 +1,14 @@
+# 3D_Sphere {'dim': 3, 'alpha': 1, 'space': 'uniform'}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 7
+3, 1, 2, 0, 3
+3, 0, 2, 1, 3
+2, 1, 3, 2, 0
+1, 3, 0, 2, 1
+1, 3, 0, 1, 2
+1, 1, 2, 3, 0
+1, 0, 1, 2, 3
diff --git a/experiments/SAXp_size_4_12/elections/3D Sphere_2.soc b/experiments/SAXp_size_4_12/elections/3D Sphere_2.soc
new file mode 100644
index 0000000..0b5b7e3
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/3D Sphere_2.soc
@@ -0,0 +1,14 @@
+# 3D_Sphere {'dim': 3, 'alpha': 1, 'space': 'uniform'}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 7
+3, 0, 2, 3, 1
+2, 3, 2, 0, 1
+2, 2, 3, 1, 0
+2, 1, 2, 0, 3
+1, 2, 3, 0, 1
+1, 2, 0, 3, 1
+1, 1, 2, 3, 0
diff --git a/experiments/SAXp_size_4_12/elections/3D Sphere_3.soc b/experiments/SAXp_size_4_12/elections/3D Sphere_3.soc
new file mode 100644
index 0000000..d8a29a8
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/3D Sphere_3.soc
@@ -0,0 +1,15 @@
+# 3D_Sphere {'dim': 3, 'alpha': 1, 'space': 'uniform'}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 8
+3, 0, 2, 3, 1
+2, 2, 0, 1, 3
+2, 0, 3, 2, 1
+1, 3, 1, 2, 0
+1, 3, 1, 0, 2
+1, 3, 0, 2, 1
+1, 3, 0, 1, 2
+1, 1, 3, 2, 0
diff --git a/experiments/SAXp_size_4_12/elections/3D Sphere_4.soc b/experiments/SAXp_size_4_12/elections/3D Sphere_4.soc
new file mode 100644
index 0000000..b39f81e
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/3D Sphere_4.soc
@@ -0,0 +1,13 @@
+# 3D_Sphere {'dim': 3, 'alpha': 1, 'space': 'uniform'}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 6
+3, 3, 1, 0, 2
+3, 1, 2, 3, 0
+2, 1, 3, 2, 0
+2, 0, 3, 1, 2
+1, 2, 1, 3, 0
+1, 2, 0, 1, 3
diff --git a/experiments/SAXp_size_4_12/elections/3D Sphere_5.soc b/experiments/SAXp_size_4_12/elections/3D Sphere_5.soc
new file mode 100644
index 0000000..72c840f
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/3D Sphere_5.soc
@@ -0,0 +1,13 @@
+# 3D_Sphere {'dim': 3, 'alpha': 1, 'space': 'uniform'}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 6
+4, 0, 3, 2, 1
+3, 3, 1, 0, 2
+2, 3, 0, 1, 2
+1, 3, 1, 2, 0
+1, 2, 3, 1, 0
+1, 0, 3, 1, 2
diff --git a/experiments/SAXp_size_4_12/elections/3D Sphere_6.soc b/experiments/SAXp_size_4_12/elections/3D Sphere_6.soc
new file mode 100644
index 0000000..44b3f73
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/3D Sphere_6.soc
@@ -0,0 +1,16 @@
+# 3D_Sphere {'dim': 3, 'alpha': 1, 'space': 'uniform'}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 9
+3, 2, 0, 3, 1
+2, 3, 2, 0, 1
+1, 3, 2, 1, 0
+1, 3, 1, 0, 2
+1, 3, 0, 1, 2
+1, 2, 3, 0, 1
+1, 1, 3, 0, 2
+1, 0, 3, 2, 1
+1, 0, 2, 3, 1
diff --git a/experiments/SAXp_size_4_12/elections/3D Sphere_7.soc b/experiments/SAXp_size_4_12/elections/3D Sphere_7.soc
new file mode 100644
index 0000000..3ccd3b7
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/3D Sphere_7.soc
@@ -0,0 +1,15 @@
+# 3D_Sphere {'dim': 3, 'alpha': 1, 'space': 'uniform'}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 8
+3, 1, 0, 3, 2
+2, 1, 3, 2, 0
+2, 0, 3, 1, 2
+1, 2, 1, 3, 0
+1, 1, 3, 0, 2
+1, 1, 2, 0, 3
+1, 0, 2, 3, 1
+1, 0, 1, 2, 3
diff --git a/experiments/SAXp_size_4_12/elections/3D Sphere_8.soc b/experiments/SAXp_size_4_12/elections/3D Sphere_8.soc
new file mode 100644
index 0000000..61ddeb2
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/3D Sphere_8.soc
@@ -0,0 +1,13 @@
+# 3D_Sphere {'dim': 3, 'alpha': 1, 'space': 'uniform'}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 6
+5, 3, 2, 1, 0
+2, 2, 3, 0, 1
+2, 0, 2, 1, 3
+1, 3, 1, 2, 0
+1, 1, 0, 3, 2
+1, 0, 1, 2, 3
diff --git a/experiments/SAXp_size_4_12/elections/3D Sphere_9.soc b/experiments/SAXp_size_4_12/elections/3D Sphere_9.soc
new file mode 100644
index 0000000..b69f3bb
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/3D Sphere_9.soc
@@ -0,0 +1,15 @@
+# 3D_Sphere {'dim': 3, 'alpha': 1, 'space': 'uniform'}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 8
+3, 1, 2, 3, 0
+2, 2, 0, 1, 3
+2, 1, 3, 2, 0
+1, 3, 1, 2, 0
+1, 2, 3, 1, 0
+1, 2, 1, 3, 0
+1, 1, 2, 0, 3
+1, 0, 2, 1, 3
diff --git a/experiments/SAXp_size_4_12/elections/AN.soc b/experiments/SAXp_size_4_12/elections/AN.soc
new file mode 100644
index 0000000..27d2b3a
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/AN.soc
@@ -0,0 +1,9 @@
+# Real_Antagonism {'alpha': 1}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 2
+6, 3, 2, 1, 0
+6, 0, 1, 2, 3
diff --git a/experiments/SAXp_size_4_12/elections/Group-Separable_0.soc b/experiments/SAXp_size_4_12/elections/Group-Separable_0.soc
new file mode 100644
index 0000000..645a13d
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/Group-Separable_0.soc
@@ -0,0 +1,11 @@
+# Group-Separable {'alpha': 1}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 4
+5, 0, 3, 2, 1
+4, 0, 3, 1, 2
+2, 1, 2, 3, 0
+1, 2, 1, 3, 0
diff --git a/experiments/SAXp_size_4_12/elections/Group-Separable_1.soc b/experiments/SAXp_size_4_12/elections/Group-Separable_1.soc
new file mode 100644
index 0000000..46d75e4
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/Group-Separable_1.soc
@@ -0,0 +1,9 @@
+# Group-Separable {'alpha': 1}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 2
+8, 3, 2, 1, 0
+4, 0, 1, 2, 3
diff --git a/experiments/SAXp_size_4_12/elections/Group-Separable_2.soc b/experiments/SAXp_size_4_12/elections/Group-Separable_2.soc
new file mode 100644
index 0000000..aa8e65a
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/Group-Separable_2.soc
@@ -0,0 +1,14 @@
+# Group-Separable {'alpha': 1}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 7
+4, 0, 1, 2, 3
+3, 0, 3, 2, 1
+1, 2, 3, 1, 0
+1, 1, 3, 2, 0
+1, 1, 2, 3, 0
+1, 0, 2, 3, 1
+1, 0, 1, 3, 2
diff --git a/experiments/SAXp_size_4_12/elections/Group-Separable_3.soc b/experiments/SAXp_size_4_12/elections/Group-Separable_3.soc
new file mode 100644
index 0000000..acbf37e
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/Group-Separable_3.soc
@@ -0,0 +1,11 @@
+# Group-Separable {'alpha': 1}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 4
+7, 2, 3, 1, 0
+2, 2, 3, 0, 1
+2, 0, 1, 3, 2
+1, 1, 0, 3, 2
diff --git a/experiments/SAXp_size_4_12/elections/Group-Separable_4.soc b/experiments/SAXp_size_4_12/elections/Group-Separable_4.soc
new file mode 100644
index 0000000..118d169
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/Group-Separable_4.soc
@@ -0,0 +1,13 @@
+# Group-Separable {'alpha': 1}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 6
+3, 3, 0, 2, 1
+2, 3, 1, 2, 0
+2, 3, 0, 1, 2
+2, 2, 1, 0, 3
+2, 1, 2, 0, 3
+1, 0, 1, 2, 3
diff --git a/experiments/SAXp_size_4_12/elections/Group-Separable_5.soc b/experiments/SAXp_size_4_12/elections/Group-Separable_5.soc
new file mode 100644
index 0000000..3730637
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/Group-Separable_5.soc
@@ -0,0 +1,14 @@
+# Group-Separable {'alpha': 1}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 7
+3, 0, 1, 2, 3
+2, 3, 1, 2, 0
+2, 2, 1, 3, 0
+2, 0, 2, 1, 3
+1, 3, 2, 1, 0
+1, 1, 2, 3, 0
+1, 0, 3, 2, 1
diff --git a/experiments/SAXp_size_4_12/elections/Group-Separable_6.soc b/experiments/SAXp_size_4_12/elections/Group-Separable_6.soc
new file mode 100644
index 0000000..3a83935
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/Group-Separable_6.soc
@@ -0,0 +1,10 @@
+# Group-Separable {'alpha': 1}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 3
+6, 3, 0, 1, 2
+5, 0, 1, 2, 3
+1, 2, 1, 0, 3
diff --git a/experiments/SAXp_size_4_12/elections/Group-Separable_7.soc b/experiments/SAXp_size_4_12/elections/Group-Separable_7.soc
new file mode 100644
index 0000000..6911c79
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/Group-Separable_7.soc
@@ -0,0 +1,14 @@
+# Group-Separable {'alpha': 1}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 7
+3, 3, 0, 2, 1
+3, 0, 1, 2, 3
+2, 3, 2, 1, 0
+1, 3, 0, 1, 2
+1, 2, 1, 0, 3
+1, 1, 2, 0, 3
+1, 0, 2, 1, 3
diff --git a/experiments/SAXp_size_4_12/elections/Group-Separable_8.soc b/experiments/SAXp_size_4_12/elections/Group-Separable_8.soc
new file mode 100644
index 0000000..0f189fa
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/Group-Separable_8.soc
@@ -0,0 +1,13 @@
+# Group-Separable {'alpha': 1}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 6
+3, 3, 2, 1, 0
+3, 2, 3, 1, 0
+2, 1, 0, 2, 3
+2, 0, 1, 2, 3
+1, 2, 3, 0, 1
+1, 0, 1, 3, 2
diff --git a/experiments/SAXp_size_4_12/elections/Group-Separable_9.soc b/experiments/SAXp_size_4_12/elections/Group-Separable_9.soc
new file mode 100644
index 0000000..3697af3
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/Group-Separable_9.soc
@@ -0,0 +1,14 @@
+# Group-Separable {'alpha': 1}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 7
+4, 3, 1, 2, 0
+2, 3, 2, 1, 0
+2, 0, 2, 1, 3
+1, 2, 1, 3, 0
+1, 0, 3, 2, 1
+1, 0, 3, 1, 2
+1, 0, 1, 2, 3
diff --git a/experiments/SAXp_size_4_12/elections/IAC_0.soc b/experiments/SAXp_size_4_12/elections/IAC_0.soc
new file mode 100644
index 0000000..3823cf3
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/IAC_0.soc
@@ -0,0 +1,15 @@
+# Impartial_Anonymous_Culture {'alpha': 1}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 8
+3, 3, 2, 1, 0
+2, 2, 0, 3, 1
+2, 1, 2, 0, 3
+1, 3, 0, 2, 1
+1, 1, 3, 2, 0
+1, 1, 3, 0, 2
+1, 0, 2, 3, 1
+1, 0, 1, 2, 3
diff --git a/experiments/SAXp_size_4_12/elections/IAC_1.soc b/experiments/SAXp_size_4_12/elections/IAC_1.soc
new file mode 100644
index 0000000..fab3f5e
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/IAC_1.soc
@@ -0,0 +1,15 @@
+# Impartial_Anonymous_Culture {'alpha': 1}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 8
+3, 2, 3, 1, 0
+3, 2, 0, 1, 3
+1, 3, 2, 1, 0
+1, 3, 0, 1, 2
+1, 1, 0, 2, 3
+1, 0, 2, 3, 1
+1, 0, 1, 3, 2
+1, 0, 1, 2, 3
diff --git a/experiments/SAXp_size_4_12/elections/IAC_2.soc b/experiments/SAXp_size_4_12/elections/IAC_2.soc
new file mode 100644
index 0000000..203bda1
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/IAC_2.soc
@@ -0,0 +1,12 @@
+# Impartial_Anonymous_Culture {'alpha': 1}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 5
+5, 0, 3, 2, 1
+4, 2, 3, 1, 0
+1, 2, 1, 3, 0
+1, 0, 3, 1, 2
+1, 0, 1, 2, 3
diff --git a/experiments/SAXp_size_4_12/elections/IAC_3.soc b/experiments/SAXp_size_4_12/elections/IAC_3.soc
new file mode 100644
index 0000000..fa795bf
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/IAC_3.soc
@@ -0,0 +1,16 @@
+# Impartial_Anonymous_Culture {'alpha': 1}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 9
+2, 2, 1, 0, 3
+2, 2, 0, 3, 1
+2, 1, 3, 2, 0
+1, 3, 2, 0, 1
+1, 2, 0, 1, 3
+1, 1, 3, 0, 2
+1, 1, 0, 2, 3
+1, 0, 3, 2, 1
+1, 0, 2, 1, 3
diff --git a/experiments/SAXp_size_4_12/elections/IAC_4.soc b/experiments/SAXp_size_4_12/elections/IAC_4.soc
new file mode 100644
index 0000000..32787c9
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/IAC_4.soc
@@ -0,0 +1,17 @@
+# Impartial_Anonymous_Culture {'alpha': 1}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 10
+2, 1, 3, 2, 0
+2, 0, 2, 1, 3
+1, 3, 2, 0, 1
+1, 3, 1, 0, 2
+1, 2, 3, 0, 1
+1, 1, 2, 3, 0
+1, 1, 0, 3, 2
+1, 1, 0, 2, 3
+1, 0, 2, 3, 1
+1, 0, 1, 3, 2
diff --git a/experiments/SAXp_size_4_12/elections/IAC_5.soc b/experiments/SAXp_size_4_12/elections/IAC_5.soc
new file mode 100644
index 0000000..e38da33
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/IAC_5.soc
@@ -0,0 +1,16 @@
+# Impartial_Anonymous_Culture {'alpha': 1}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 9
+2, 3, 0, 1, 2
+2, 2, 3, 0, 1
+2, 1, 2, 3, 0
+1, 3, 2, 1, 0
+1, 3, 1, 0, 2
+1, 2, 0, 1, 3
+1, 1, 2, 0, 3
+1, 1, 0, 3, 2
+1, 0, 3, 1, 2
diff --git a/experiments/SAXp_size_4_12/elections/IAC_6.soc b/experiments/SAXp_size_4_12/elections/IAC_6.soc
new file mode 100644
index 0000000..5e5f2a3
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/IAC_6.soc
@@ -0,0 +1,13 @@
+# Impartial_Anonymous_Culture {'alpha': 1}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 6
+6, 1, 3, 2, 0
+2, 0, 2, 3, 1
+1, 3, 2, 0, 1
+1, 3, 0, 1, 2
+1, 2, 0, 1, 3
+1, 1, 2, 3, 0
diff --git a/experiments/SAXp_size_4_12/elections/IAC_7.soc b/experiments/SAXp_size_4_12/elections/IAC_7.soc
new file mode 100644
index 0000000..69bf4e9
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/IAC_7.soc
@@ -0,0 +1,15 @@
+# Impartial_Anonymous_Culture {'alpha': 1}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 8
+4, 1, 3, 2, 0
+2, 1, 2, 3, 0
+1, 3, 2, 0, 1
+1, 3, 0, 1, 2
+1, 2, 3, 0, 1
+1, 1, 3, 0, 2
+1, 0, 3, 2, 1
+1, 0, 2, 3, 1
diff --git a/experiments/SAXp_size_4_12/elections/IAC_8.soc b/experiments/SAXp_size_4_12/elections/IAC_8.soc
new file mode 100644
index 0000000..e119f29
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/IAC_8.soc
@@ -0,0 +1,14 @@
+# Impartial_Anonymous_Culture {'alpha': 1}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 7
+3, 1, 2, 0, 3
+2, 3, 0, 1, 2
+2, 1, 3, 0, 2
+2, 0, 2, 3, 1
+1, 2, 1, 0, 3
+1, 1, 3, 2, 0
+1, 1, 2, 3, 0
diff --git a/experiments/SAXp_size_4_12/elections/IAC_9.soc b/experiments/SAXp_size_4_12/elections/IAC_9.soc
new file mode 100644
index 0000000..2cde914
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/IAC_9.soc
@@ -0,0 +1,14 @@
+# Impartial_Anonymous_Culture {'alpha': 1}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 7
+4, 2, 1, 3, 0
+3, 0, 3, 1, 2
+1, 3, 1, 2, 0
+1, 3, 0, 2, 1
+1, 2, 3, 1, 0
+1, 2, 3, 0, 1
+1, 1, 0, 2, 3
diff --git a/experiments/SAXp_size_4_12/elections/ID.soc b/experiments/SAXp_size_4_12/elections/ID.soc
new file mode 100644
index 0000000..5ca9ef1
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/ID.soc
@@ -0,0 +1,8 @@
+# Real_Identity {'alpha': 1}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 1
+12, 0, 1, 2, 3
diff --git a/experiments/SAXp_size_4_12/elections/Impartial Culture_0.soc b/experiments/SAXp_size_4_12/elections/Impartial Culture_0.soc
new file mode 100644
index 0000000..d3ebf68
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/Impartial Culture_0.soc
@@ -0,0 +1,19 @@
+# Impartial_Culture {'alpha': 1}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 12
+1, 3, 2, 1, 0
+1, 3, 2, 0, 1
+1, 3, 1, 0, 2
+1, 2, 3, 1, 0
+1, 2, 3, 0, 1
+1, 2, 0, 1, 3
+1, 1, 3, 0, 2
+1, 1, 2, 0, 3
+1, 1, 0, 3, 2
+1, 1, 0, 2, 3
+1, 0, 3, 2, 1
+1, 0, 3, 1, 2
diff --git a/experiments/SAXp_size_4_12/elections/Impartial Culture_1.soc b/experiments/SAXp_size_4_12/elections/Impartial Culture_1.soc
new file mode 100644
index 0000000..2445adb
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/Impartial Culture_1.soc
@@ -0,0 +1,18 @@
+# Impartial_Culture {'alpha': 1}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 11
+2, 0, 3, 2, 1
+1, 3, 1, 0, 2
+1, 3, 0, 2, 1
+1, 3, 0, 1, 2
+1, 2, 3, 1, 0
+1, 2, 1, 3, 0
+1, 1, 3, 0, 2
+1, 1, 2, 3, 0
+1, 1, 0, 2, 3
+1, 0, 2, 3, 1
+1, 0, 1, 3, 2
diff --git a/experiments/SAXp_size_4_12/elections/Impartial Culture_2.soc b/experiments/SAXp_size_4_12/elections/Impartial Culture_2.soc
new file mode 100644
index 0000000..09c6b5f
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/Impartial Culture_2.soc
@@ -0,0 +1,16 @@
+# Impartial_Culture {'alpha': 1}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 9
+3, 2, 1, 3, 0
+2, 3, 1, 0, 2
+1, 3, 1, 2, 0
+1, 2, 1, 0, 3
+1, 2, 0, 1, 3
+1, 1, 0, 3, 2
+1, 0, 3, 2, 1
+1, 0, 2, 3, 1
+1, 0, 1, 3, 2
diff --git a/experiments/SAXp_size_4_12/elections/Impartial Culture_3.soc b/experiments/SAXp_size_4_12/elections/Impartial Culture_3.soc
new file mode 100644
index 0000000..7f65924
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/Impartial Culture_3.soc
@@ -0,0 +1,17 @@
+# Impartial_Culture {'alpha': 1}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 10
+2, 1, 2, 3, 0
+2, 1, 0, 3, 2
+1, 3, 2, 1, 0
+1, 3, 0, 1, 2
+1, 2, 3, 0, 1
+1, 2, 1, 0, 3
+1, 2, 0, 3, 1
+1, 1, 3, 0, 2
+1, 0, 2, 1, 3
+1, 0, 1, 3, 2
diff --git a/experiments/SAXp_size_4_12/elections/Impartial Culture_4.soc b/experiments/SAXp_size_4_12/elections/Impartial Culture_4.soc
new file mode 100644
index 0000000..258a540
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/Impartial Culture_4.soc
@@ -0,0 +1,17 @@
+# Impartial_Culture {'alpha': 1}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 10
+2, 3, 2, 0, 1
+2, 0, 2, 1, 3
+1, 3, 0, 2, 1
+1, 2, 1, 0, 3
+1, 2, 0, 1, 3
+1, 1, 3, 2, 0
+1, 1, 2, 3, 0
+1, 1, 0, 2, 3
+1, 0, 3, 2, 1
+1, 0, 1, 2, 3
diff --git a/experiments/SAXp_size_4_12/elections/Impartial Culture_5.soc b/experiments/SAXp_size_4_12/elections/Impartial Culture_5.soc
new file mode 100644
index 0000000..82d973a
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/Impartial Culture_5.soc
@@ -0,0 +1,17 @@
+# Impartial_Culture {'alpha': 1}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 10
+2, 3, 0, 1, 2
+2, 2, 1, 3, 0
+1, 3, 2, 0, 1
+1, 3, 1, 0, 2
+1, 2, 3, 1, 0
+1, 2, 3, 0, 1
+1, 2, 1, 0, 3
+1, 0, 2, 1, 3
+1, 0, 1, 3, 2
+1, 0, 1, 2, 3
diff --git a/experiments/SAXp_size_4_12/elections/Impartial Culture_6.soc b/experiments/SAXp_size_4_12/elections/Impartial Culture_6.soc
new file mode 100644
index 0000000..f1ffa13
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/Impartial Culture_6.soc
@@ -0,0 +1,17 @@
+# Impartial_Culture {'alpha': 1}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 10
+2, 2, 3, 0, 1
+2, 0, 2, 3, 1
+1, 3, 1, 2, 0
+1, 3, 0, 2, 1
+1, 3, 0, 1, 2
+1, 2, 1, 3, 0
+1, 2, 1, 0, 3
+1, 1, 2, 3, 0
+1, 0, 2, 1, 3
+1, 0, 1, 3, 2
diff --git a/experiments/SAXp_size_4_12/elections/Impartial Culture_7.soc b/experiments/SAXp_size_4_12/elections/Impartial Culture_7.soc
new file mode 100644
index 0000000..19785b6
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/Impartial Culture_7.soc
@@ -0,0 +1,18 @@
+# Impartial_Culture {'alpha': 1}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 11
+2, 2, 1, 3, 0
+1, 2, 3, 1, 0
+1, 2, 3, 0, 1
+1, 2, 1, 0, 3
+1, 2, 0, 1, 3
+1, 1, 2, 3, 0
+1, 1, 2, 0, 3
+1, 0, 3, 2, 1
+1, 0, 3, 1, 2
+1, 0, 2, 3, 1
+1, 0, 2, 1, 3
diff --git a/experiments/SAXp_size_4_12/elections/Impartial Culture_8.soc b/experiments/SAXp_size_4_12/elections/Impartial Culture_8.soc
new file mode 100644
index 0000000..450c204
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/Impartial Culture_8.soc
@@ -0,0 +1,18 @@
+# Impartial_Culture {'alpha': 1}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 11
+2, 2, 3, 0, 1
+1, 3, 2, 1, 0
+1, 3, 2, 0, 1
+1, 3, 1, 2, 0
+1, 3, 0, 2, 1
+1, 2, 3, 1, 0
+1, 2, 1, 3, 0
+1, 2, 1, 0, 3
+1, 2, 0, 3, 1
+1, 0, 3, 1, 2
+1, 0, 1, 2, 3
diff --git a/experiments/SAXp_size_4_12/elections/Impartial Culture_9.soc b/experiments/SAXp_size_4_12/elections/Impartial Culture_9.soc
new file mode 100644
index 0000000..6d21a13
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/Impartial Culture_9.soc
@@ -0,0 +1,18 @@
+# Impartial_Culture {'alpha': 1}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 11
+2, 3, 2, 1, 0
+1, 3, 1, 2, 0
+1, 3, 0, 2, 1
+1, 3, 0, 1, 2
+1, 2, 0, 3, 1
+1, 1, 2, 3, 0
+1, 1, 2, 0, 3
+1, 1, 0, 3, 2
+1, 0, 3, 2, 1
+1, 0, 3, 1, 2
+1, 0, 1, 3, 2
diff --git a/experiments/SAXp_size_4_12/elections/Norm-Mallows 0.5_0.soc b/experiments/SAXp_size_4_12/elections/Norm-Mallows 0.5_0.soc
new file mode 100644
index 0000000..76cf72d
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/Norm-Mallows 0.5_0.soc
@@ -0,0 +1,15 @@
+# Norm-Mallows {'norm-phi': 0.5, 'phi': 0.4576301574707031, 'weight': 0.0, 'alpha': 0.5}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 8
+2, 1, 0, 2, 3
+2, 0, 2, 1, 3
+2, 0, 1, 3, 2
+2, 0, 1, 2, 3
+1, 2, 3, 0, 1
+1, 1, 2, 3, 0
+1, 1, 2, 0, 3
+1, 0, 3, 2, 1
diff --git a/experiments/SAXp_size_4_12/elections/Norm-Mallows 0.5_1.soc b/experiments/SAXp_size_4_12/elections/Norm-Mallows 0.5_1.soc
new file mode 100644
index 0000000..3b630f9
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/Norm-Mallows 0.5_1.soc
@@ -0,0 +1,14 @@
+# Norm-Mallows {'norm-phi': 0.5, 'phi': 0.4576301574707031, 'weight': 0.0, 'alpha': 0.5}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 7
+3, 0, 1, 3, 2
+2, 0, 3, 1, 2
+2, 0, 2, 1, 3
+2, 0, 1, 2, 3
+1, 2, 3, 0, 1
+1, 2, 1, 3, 0
+1, 1, 0, 2, 3
diff --git a/experiments/SAXp_size_4_12/elections/Norm-Mallows 0.5_2.soc b/experiments/SAXp_size_4_12/elections/Norm-Mallows 0.5_2.soc
new file mode 100644
index 0000000..8dba380
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/Norm-Mallows 0.5_2.soc
@@ -0,0 +1,12 @@
+# Norm-Mallows {'norm-phi': 0.5, 'phi': 0.4576301574707031, 'weight': 0.0, 'alpha': 0.5}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 5
+6, 0, 1, 2, 3
+3, 0, 3, 1, 2
+1, 1, 0, 3, 2
+1, 0, 2, 3, 1
+1, 0, 2, 1, 3
diff --git a/experiments/SAXp_size_4_12/elections/Norm-Mallows 0.5_3.soc b/experiments/SAXp_size_4_12/elections/Norm-Mallows 0.5_3.soc
new file mode 100644
index 0000000..da6e8eb
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/Norm-Mallows 0.5_3.soc
@@ -0,0 +1,15 @@
+# Norm-Mallows {'norm-phi': 0.5, 'phi': 0.4576301574707031, 'weight': 0.0, 'alpha': 0.5}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 8
+3, 0, 1, 2, 3
+2, 1, 0, 2, 3
+2, 0, 3, 1, 2
+1, 2, 3, 0, 1
+1, 2, 1, 3, 0
+1, 1, 2, 0, 3
+1, 0, 2, 1, 3
+1, 0, 1, 3, 2
diff --git a/experiments/SAXp_size_4_12/elections/Norm-Mallows 0.5_4.soc b/experiments/SAXp_size_4_12/elections/Norm-Mallows 0.5_4.soc
new file mode 100644
index 0000000..c620837
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/Norm-Mallows 0.5_4.soc
@@ -0,0 +1,16 @@
+# Norm-Mallows {'norm-phi': 0.5, 'phi': 0.4576301574707031, 'weight': 0.0, 'alpha': 0.5}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 9
+2, 1, 0, 2, 3
+2, 0, 2, 1, 3
+2, 0, 1, 2, 3
+1, 3, 0, 1, 2
+1, 1, 3, 2, 0
+1, 1, 3, 0, 2
+1, 1, 0, 3, 2
+1, 0, 3, 1, 2
+1, 0, 2, 3, 1
diff --git a/experiments/SAXp_size_4_12/elections/Norm-Mallows 0.5_5.soc b/experiments/SAXp_size_4_12/elections/Norm-Mallows 0.5_5.soc
new file mode 100644
index 0000000..78f9ae9
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/Norm-Mallows 0.5_5.soc
@@ -0,0 +1,13 @@
+# Norm-Mallows {'norm-phi': 0.5, 'phi': 0.4576301574707031, 'weight': 0.0, 'alpha': 0.5}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 6
+5, 0, 1, 2, 3
+3, 0, 2, 1, 3
+1, 2, 1, 0, 3
+1, 1, 3, 0, 2
+1, 1, 2, 3, 0
+1, 1, 0, 2, 3
diff --git a/experiments/SAXp_size_4_12/elections/Norm-Mallows 0.5_6.soc b/experiments/SAXp_size_4_12/elections/Norm-Mallows 0.5_6.soc
new file mode 100644
index 0000000..4fe441d
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/Norm-Mallows 0.5_6.soc
@@ -0,0 +1,16 @@
+# Norm-Mallows {'norm-phi': 0.5, 'phi': 0.4576301574707031, 'weight': 0.0, 'alpha': 0.5}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 9
+3, 0, 2, 1, 3
+2, 3, 0, 1, 2
+1, 2, 1, 0, 3
+1, 2, 0, 1, 3
+1, 1, 0, 2, 3
+1, 0, 3, 1, 2
+1, 0, 2, 3, 1
+1, 0, 1, 3, 2
+1, 0, 1, 2, 3
diff --git a/experiments/SAXp_size_4_12/elections/Norm-Mallows 0.5_7.soc b/experiments/SAXp_size_4_12/elections/Norm-Mallows 0.5_7.soc
new file mode 100644
index 0000000..2cf0567
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/Norm-Mallows 0.5_7.soc
@@ -0,0 +1,14 @@
+# Norm-Mallows {'norm-phi': 0.5, 'phi': 0.4576301574707031, 'weight': 0.0, 'alpha': 0.5}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 7
+3, 0, 2, 3, 1
+3, 0, 1, 2, 3
+2, 1, 0, 2, 3
+1, 1, 2, 0, 3
+1, 1, 0, 3, 2
+1, 0, 3, 2, 1
+1, 0, 2, 1, 3
diff --git a/experiments/SAXp_size_4_12/elections/Norm-Mallows 0.5_8.soc b/experiments/SAXp_size_4_12/elections/Norm-Mallows 0.5_8.soc
new file mode 100644
index 0000000..7c9cf02
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/Norm-Mallows 0.5_8.soc
@@ -0,0 +1,15 @@
+# Norm-Mallows {'norm-phi': 0.5, 'phi': 0.4576301574707031, 'weight': 0.0, 'alpha': 0.5}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 8
+4, 0, 1, 2, 3
+2, 0, 2, 1, 3
+1, 2, 0, 3, 1
+1, 2, 0, 1, 3
+1, 1, 2, 0, 3
+1, 0, 3, 2, 1
+1, 0, 3, 1, 2
+1, 0, 1, 3, 2
diff --git a/experiments/SAXp_size_4_12/elections/Norm-Mallows 0.5_9.soc b/experiments/SAXp_size_4_12/elections/Norm-Mallows 0.5_9.soc
new file mode 100644
index 0000000..68d4d2c
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/Norm-Mallows 0.5_9.soc
@@ -0,0 +1,13 @@
+# Norm-Mallows {'norm-phi': 0.5, 'phi': 0.4576301574707031, 'weight': 0.0, 'alpha': 0.5}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 6
+3, 0, 1, 3, 2
+3, 0, 1, 2, 3
+2, 1, 2, 0, 3
+2, 0, 2, 1, 3
+1, 2, 0, 3, 1
+1, 0, 2, 3, 1
diff --git a/experiments/SAXp_size_4_12/elections/SP by Conitzer_0.soc b/experiments/SAXp_size_4_12/elections/SP by Conitzer_0.soc
new file mode 100644
index 0000000..ec51dc4
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/SP by Conitzer_0.soc
@@ -0,0 +1,14 @@
+# Single-Peaked_(by_Conitzer) {'alpha': 1}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 7
+2, 3, 2, 1, 0
+2, 2, 3, 1, 0
+2, 2, 1, 3, 0
+2, 1, 2, 3, 0
+2, 1, 0, 2, 3
+1, 1, 2, 0, 3
+1, 0, 1, 2, 3
diff --git a/experiments/SAXp_size_4_12/elections/SP by Conitzer_1.soc b/experiments/SAXp_size_4_12/elections/SP by Conitzer_1.soc
new file mode 100644
index 0000000..4b5e4a4
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/SP by Conitzer_1.soc
@@ -0,0 +1,14 @@
+# Single-Peaked_(by_Conitzer) {'alpha': 1}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 7
+4, 0, 1, 2, 3
+2, 2, 1, 3, 0
+2, 1, 2, 0, 3
+1, 3, 2, 1, 0
+1, 2, 3, 1, 0
+1, 2, 1, 0, 3
+1, 1, 0, 2, 3
diff --git a/experiments/SAXp_size_4_12/elections/SP by Conitzer_2.soc b/experiments/SAXp_size_4_12/elections/SP by Conitzer_2.soc
new file mode 100644
index 0000000..985e4c1
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/SP by Conitzer_2.soc
@@ -0,0 +1,13 @@
+# Single-Peaked_(by_Conitzer) {'alpha': 1}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 6
+3, 3, 2, 1, 0
+2, 2, 3, 1, 0
+2, 2, 1, 3, 0
+2, 1, 0, 2, 3
+2, 0, 1, 2, 3
+1, 1, 2, 0, 3
diff --git a/experiments/SAXp_size_4_12/elections/SP by Conitzer_3.soc b/experiments/SAXp_size_4_12/elections/SP by Conitzer_3.soc
new file mode 100644
index 0000000..cba790d
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/SP by Conitzer_3.soc
@@ -0,0 +1,12 @@
+# Single-Peaked_(by_Conitzer) {'alpha': 1}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 5
+6, 0, 1, 2, 3
+3, 3, 2, 1, 0
+1, 2, 1, 3, 0
+1, 2, 1, 0, 3
+1, 1, 2, 0, 3
diff --git a/experiments/SAXp_size_4_12/elections/SP by Conitzer_4.soc b/experiments/SAXp_size_4_12/elections/SP by Conitzer_4.soc
new file mode 100644
index 0000000..38d1065
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/SP by Conitzer_4.soc
@@ -0,0 +1,11 @@
+# Single-Peaked_(by_Conitzer) {'alpha': 1}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 4
+6, 3, 2, 1, 0
+4, 0, 1, 2, 3
+1, 2, 1, 0, 3
+1, 1, 0, 2, 3
diff --git a/experiments/SAXp_size_4_12/elections/SP by Conitzer_5.soc b/experiments/SAXp_size_4_12/elections/SP by Conitzer_5.soc
new file mode 100644
index 0000000..8473afc
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/SP by Conitzer_5.soc
@@ -0,0 +1,14 @@
+# Single-Peaked_(by_Conitzer) {'alpha': 1}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 7
+3, 3, 2, 1, 0
+2, 2, 3, 1, 0
+2, 1, 2, 3, 0
+2, 1, 0, 2, 3
+1, 2, 1, 3, 0
+1, 1, 2, 0, 3
+1, 0, 1, 2, 3
diff --git a/experiments/SAXp_size_4_12/elections/SP by Conitzer_6.soc b/experiments/SAXp_size_4_12/elections/SP by Conitzer_6.soc
new file mode 100644
index 0000000..bd941cb
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/SP by Conitzer_6.soc
@@ -0,0 +1,13 @@
+# Single-Peaked_(by_Conitzer) {'alpha': 1}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 6
+5, 3, 2, 1, 0
+2, 2, 3, 1, 0
+2, 1, 2, 3, 0
+1, 2, 1, 3, 0
+1, 1, 0, 2, 3
+1, 0, 1, 2, 3
diff --git a/experiments/SAXp_size_4_12/elections/SP by Conitzer_7.soc b/experiments/SAXp_size_4_12/elections/SP by Conitzer_7.soc
new file mode 100644
index 0000000..12d5437
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/SP by Conitzer_7.soc
@@ -0,0 +1,13 @@
+# Single-Peaked_(by_Conitzer) {'alpha': 1}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 6
+4, 3, 2, 1, 0
+3, 0, 1, 2, 3
+2, 1, 2, 0, 3
+1, 2, 3, 1, 0
+1, 2, 1, 0, 3
+1, 1, 2, 3, 0
diff --git a/experiments/SAXp_size_4_12/elections/SP by Conitzer_8.soc b/experiments/SAXp_size_4_12/elections/SP by Conitzer_8.soc
new file mode 100644
index 0000000..8b343d1
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/SP by Conitzer_8.soc
@@ -0,0 +1,12 @@
+# Single-Peaked_(by_Conitzer) {'alpha': 1}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 5
+7, 3, 2, 1, 0
+2, 0, 1, 2, 3
+1, 2, 3, 1, 0
+1, 2, 1, 3, 0
+1, 1, 0, 2, 3
diff --git a/experiments/SAXp_size_4_12/elections/SP by Conitzer_9.soc b/experiments/SAXp_size_4_12/elections/SP by Conitzer_9.soc
new file mode 100644
index 0000000..488d8c8
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/SP by Conitzer_9.soc
@@ -0,0 +1,12 @@
+# Single-Peaked_(by_Conitzer) {'alpha': 1}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 5
+4, 0, 1, 2, 3
+3, 3, 2, 1, 0
+2, 2, 1, 3, 0
+2, 1, 0, 2, 3
+1, 1, 2, 0, 3
diff --git a/experiments/SAXp_size_4_12/elections/SP by Walsh_0.soc b/experiments/SAXp_size_4_12/elections/SP by Walsh_0.soc
new file mode 100644
index 0000000..06afa10
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/SP by Walsh_0.soc
@@ -0,0 +1,14 @@
+# Single-Peaked_(by_Walsh) {'alpha': 1}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 7
+3, 3, 2, 1, 0
+3, 1, 2, 0, 3
+2, 2, 1, 3, 0
+1, 2, 3, 1, 0
+1, 1, 2, 3, 0
+1, 1, 0, 2, 3
+1, 0, 1, 2, 3
diff --git a/experiments/SAXp_size_4_12/elections/SP by Walsh_1.soc b/experiments/SAXp_size_4_12/elections/SP by Walsh_1.soc
new file mode 100644
index 0000000..7b8c376
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/SP by Walsh_1.soc
@@ -0,0 +1,14 @@
+# Single-Peaked_(by_Walsh) {'alpha': 1}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 7
+2, 3, 2, 1, 0
+2, 2, 3, 1, 0
+2, 2, 1, 3, 0
+2, 2, 1, 0, 3
+2, 1, 2, 3, 0
+1, 1, 2, 0, 3
+1, 1, 0, 2, 3
diff --git a/experiments/SAXp_size_4_12/elections/SP by Walsh_2.soc b/experiments/SAXp_size_4_12/elections/SP by Walsh_2.soc
new file mode 100644
index 0000000..e540046
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/SP by Walsh_2.soc
@@ -0,0 +1,15 @@
+# Single-Peaked_(by_Walsh) {'alpha': 1}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 8
+3, 2, 3, 1, 0
+2, 2, 1, 3, 0
+2, 1, 2, 3, 0
+1, 3, 2, 1, 0
+1, 2, 1, 0, 3
+1, 1, 2, 0, 3
+1, 1, 0, 2, 3
+1, 0, 1, 2, 3
diff --git a/experiments/SAXp_size_4_12/elections/SP by Walsh_3.soc b/experiments/SAXp_size_4_12/elections/SP by Walsh_3.soc
new file mode 100644
index 0000000..a07834e
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/SP by Walsh_3.soc
@@ -0,0 +1,13 @@
+# Single-Peaked_(by_Walsh) {'alpha': 1}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 6
+3, 2, 1, 0, 3
+2, 3, 2, 1, 0
+2, 2, 3, 1, 0
+2, 1, 2, 0, 3
+2, 0, 1, 2, 3
+1, 1, 2, 3, 0
diff --git a/experiments/SAXp_size_4_12/elections/SP by Walsh_4.soc b/experiments/SAXp_size_4_12/elections/SP by Walsh_4.soc
new file mode 100644
index 0000000..a652e5c
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/SP by Walsh_4.soc
@@ -0,0 +1,13 @@
+# Single-Peaked_(by_Walsh) {'alpha': 1}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 6
+3, 2, 3, 1, 0
+2, 2, 1, 3, 0
+2, 2, 1, 0, 3
+2, 1, 2, 3, 0
+2, 0, 1, 2, 3
+1, 1, 0, 2, 3
diff --git a/experiments/SAXp_size_4_12/elections/SP by Walsh_5.soc b/experiments/SAXp_size_4_12/elections/SP by Walsh_5.soc
new file mode 100644
index 0000000..5d5df75
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/SP by Walsh_5.soc
@@ -0,0 +1,14 @@
+# Single-Peaked_(by_Walsh) {'alpha': 1}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 7
+3, 1, 0, 2, 3
+2, 2, 3, 1, 0
+2, 2, 1, 0, 3
+2, 1, 2, 0, 3
+1, 3, 2, 1, 0
+1, 2, 1, 3, 0
+1, 0, 1, 2, 3
diff --git a/experiments/SAXp_size_4_12/elections/SP by Walsh_6.soc b/experiments/SAXp_size_4_12/elections/SP by Walsh_6.soc
new file mode 100644
index 0000000..fe4cf79
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/SP by Walsh_6.soc
@@ -0,0 +1,13 @@
+# Single-Peaked_(by_Walsh) {'alpha': 1}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 6
+6, 2, 1, 3, 0
+2, 1, 2, 0, 3
+1, 3, 2, 1, 0
+1, 2, 3, 1, 0
+1, 1, 0, 2, 3
+1, 0, 1, 2, 3
diff --git a/experiments/SAXp_size_4_12/elections/SP by Walsh_7.soc b/experiments/SAXp_size_4_12/elections/SP by Walsh_7.soc
new file mode 100644
index 0000000..32aea67
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/SP by Walsh_7.soc
@@ -0,0 +1,14 @@
+# Single-Peaked_(by_Walsh) {'alpha': 1}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 7
+3, 2, 3, 1, 0
+2, 2, 1, 3, 0
+2, 2, 1, 0, 3
+2, 1, 0, 2, 3
+1, 3, 2, 1, 0
+1, 1, 2, 3, 0
+1, 1, 2, 0, 3
diff --git a/experiments/SAXp_size_4_12/elections/SP by Walsh_8.soc b/experiments/SAXp_size_4_12/elections/SP by Walsh_8.soc
new file mode 100644
index 0000000..c9115dd
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/SP by Walsh_8.soc
@@ -0,0 +1,13 @@
+# Single-Peaked_(by_Walsh) {'alpha': 1}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 6
+4, 1, 0, 2, 3
+3, 2, 3, 1, 0
+2, 1, 2, 3, 0
+1, 2, 1, 3, 0
+1, 2, 1, 0, 3
+1, 0, 1, 2, 3
diff --git a/experiments/SAXp_size_4_12/elections/SP by Walsh_9.soc b/experiments/SAXp_size_4_12/elections/SP by Walsh_9.soc
new file mode 100644
index 0000000..17b83e8
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/SP by Walsh_9.soc
@@ -0,0 +1,13 @@
+# Single-Peaked_(by_Walsh) {'alpha': 1}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 6
+5, 3, 2, 1, 0
+2, 1, 2, 0, 3
+2, 0, 1, 2, 3
+1, 2, 1, 3, 0
+1, 2, 1, 0, 3
+1, 1, 0, 2, 3
diff --git a/experiments/SAXp_size_4_12/elections/SPOC_0.soc b/experiments/SAXp_size_4_12/elections/SPOC_0.soc
new file mode 100644
index 0000000..6065671
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/SPOC_0.soc
@@ -0,0 +1,17 @@
+# SPOC {'alpha': 1}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 10
+2, 3, 0, 2, 1
+2, 2, 1, 0, 3
+1, 3, 2, 0, 1
+1, 3, 0, 1, 2
+1, 2, 3, 0, 1
+1, 2, 1, 3, 0
+1, 1, 0, 3, 2
+1, 0, 3, 2, 1
+1, 0, 3, 1, 2
+1, 0, 1, 3, 2
diff --git a/experiments/SAXp_size_4_12/elections/SPOC_1.soc b/experiments/SAXp_size_4_12/elections/SPOC_1.soc
new file mode 100644
index 0000000..4724323
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/SPOC_1.soc
@@ -0,0 +1,17 @@
+# SPOC {'alpha': 1}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 10
+3, 2, 1, 3, 0
+1, 3, 2, 1, 0
+1, 3, 0, 1, 2
+1, 2, 3, 0, 1
+1, 2, 1, 0, 3
+1, 1, 2, 3, 0
+1, 1, 2, 0, 3
+1, 1, 0, 3, 2
+1, 0, 3, 2, 1
+1, 0, 1, 3, 2
diff --git a/experiments/SAXp_size_4_12/elections/SPOC_2.soc b/experiments/SAXp_size_4_12/elections/SPOC_2.soc
new file mode 100644
index 0000000..5cb7199
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/SPOC_2.soc
@@ -0,0 +1,16 @@
+# SPOC {'alpha': 1}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 9
+3, 3, 0, 1, 2
+2, 2, 3, 0, 1
+1, 3, 2, 0, 1
+1, 3, 0, 2, 1
+1, 2, 1, 0, 3
+1, 1, 0, 3, 2
+1, 1, 0, 2, 3
+1, 0, 3, 1, 2
+1, 0, 1, 2, 3
diff --git a/experiments/SAXp_size_4_12/elections/SPOC_3.soc b/experiments/SAXp_size_4_12/elections/SPOC_3.soc
new file mode 100644
index 0000000..ce39af1
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/SPOC_3.soc
@@ -0,0 +1,16 @@
+# SPOC {'alpha': 1}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 9
+3, 1, 2, 0, 3
+2, 2, 1, 3, 0
+1, 3, 2, 1, 0
+1, 3, 2, 0, 1
+1, 3, 0, 2, 1
+1, 2, 3, 0, 1
+1, 0, 3, 2, 1
+1, 0, 1, 3, 2
+1, 0, 1, 2, 3
diff --git a/experiments/SAXp_size_4_12/elections/SPOC_4.soc b/experiments/SAXp_size_4_12/elections/SPOC_4.soc
new file mode 100644
index 0000000..62bfb00
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/SPOC_4.soc
@@ -0,0 +1,14 @@
+# SPOC {'alpha': 1}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 7
+4, 1, 2, 3, 0
+2, 3, 0, 1, 2
+2, 1, 0, 2, 3
+1, 2, 1, 0, 3
+1, 1, 0, 3, 2
+1, 0, 3, 2, 1
+1, 0, 1, 3, 2
diff --git a/experiments/SAXp_size_4_12/elections/SPOC_5.soc b/experiments/SAXp_size_4_12/elections/SPOC_5.soc
new file mode 100644
index 0000000..d6da6be
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/SPOC_5.soc
@@ -0,0 +1,14 @@
+# SPOC {'alpha': 1}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 7
+2, 1, 2, 0, 3
+2, 1, 0, 3, 2
+2, 1, 0, 2, 3
+2, 0, 1, 3, 2
+2, 0, 1, 2, 3
+1, 3, 2, 0, 1
+1, 1, 2, 3, 0
diff --git a/experiments/SAXp_size_4_12/elections/SPOC_6.soc b/experiments/SAXp_size_4_12/elections/SPOC_6.soc
new file mode 100644
index 0000000..49cf15c
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/SPOC_6.soc
@@ -0,0 +1,18 @@
+# SPOC {'alpha': 1}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 11
+2, 3, 0, 1, 2
+1, 3, 2, 0, 1
+1, 3, 0, 2, 1
+1, 2, 3, 1, 0
+1, 2, 3, 0, 1
+1, 2, 1, 0, 3
+1, 1, 2, 3, 0
+1, 1, 0, 3, 2
+1, 1, 0, 2, 3
+1, 0, 3, 2, 1
+1, 0, 1, 2, 3
diff --git a/experiments/SAXp_size_4_12/elections/SPOC_7.soc b/experiments/SAXp_size_4_12/elections/SPOC_7.soc
new file mode 100644
index 0000000..7da0f0f
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/SPOC_7.soc
@@ -0,0 +1,15 @@
+# SPOC {'alpha': 1}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 8
+2, 3, 2, 0, 1
+2, 3, 0, 2, 1
+2, 2, 3, 1, 0
+2, 0, 1, 3, 2
+1, 2, 1, 0, 3
+1, 1, 2, 3, 0
+1, 1, 2, 0, 3
+1, 0, 3, 1, 2
diff --git a/experiments/SAXp_size_4_12/elections/SPOC_8.soc b/experiments/SAXp_size_4_12/elections/SPOC_8.soc
new file mode 100644
index 0000000..56b6f3b
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/SPOC_8.soc
@@ -0,0 +1,17 @@
+# SPOC {'alpha': 1}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 10
+2, 2, 3, 1, 0
+2, 0, 1, 2, 3
+1, 3, 2, 1, 0
+1, 3, 2, 0, 1
+1, 3, 0, 1, 2
+1, 2, 1, 0, 3
+1, 1, 2, 3, 0
+1, 1, 0, 3, 2
+1, 1, 0, 2, 3
+1, 0, 3, 2, 1
diff --git a/experiments/SAXp_size_4_12/elections/SPOC_9.soc b/experiments/SAXp_size_4_12/elections/SPOC_9.soc
new file mode 100644
index 0000000..c9a7119
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/SPOC_9.soc
@@ -0,0 +1,17 @@
+# SPOC {'alpha': 1}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 10
+2, 3, 2, 0, 1
+2, 1, 2, 3, 0
+1, 2, 1, 3, 0
+1, 2, 1, 0, 3
+1, 1, 2, 0, 3
+1, 1, 0, 3, 2
+1, 1, 0, 2, 3
+1, 0, 3, 1, 2
+1, 0, 1, 3, 2
+1, 0, 1, 2, 3
diff --git a/experiments/SAXp_size_4_12/elections/Single-Crossing_0.soc b/experiments/SAXp_size_4_12/elections/Single-Crossing_0.soc
new file mode 100644
index 0000000..f42a994
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/Single-Crossing_0.soc
@@ -0,0 +1,13 @@
+# Single-Crossing {'alpha': 1}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 6
+3, 1, 0, 3, 2
+3, 1, 0, 2, 3
+2, 3, 2, 1, 0
+2, 0, 1, 2, 3
+1, 3, 1, 2, 0
+1, 1, 3, 0, 2
diff --git a/experiments/SAXp_size_4_12/elections/Single-Crossing_1.soc b/experiments/SAXp_size_4_12/elections/Single-Crossing_1.soc
new file mode 100644
index 0000000..ea6c63a
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/Single-Crossing_1.soc
@@ -0,0 +1,13 @@
+# Single-Crossing {'alpha': 1}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 6
+5, 3, 2, 1, 0
+2, 2, 3, 1, 0
+2, 2, 3, 0, 1
+1, 2, 0, 3, 1
+1, 2, 0, 1, 3
+1, 0, 1, 2, 3
diff --git a/experiments/SAXp_size_4_12/elections/Single-Crossing_2.soc b/experiments/SAXp_size_4_12/elections/Single-Crossing_2.soc
new file mode 100644
index 0000000..9f2fc08
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/Single-Crossing_2.soc
@@ -0,0 +1,14 @@
+# Single-Crossing {'alpha': 1}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 7
+3, 2, 0, 3, 1
+2, 2, 3, 1, 0
+2, 2, 3, 0, 1
+2, 0, 2, 1, 3
+1, 3, 2, 1, 0
+1, 2, 0, 1, 3
+1, 0, 1, 2, 3
diff --git a/experiments/SAXp_size_4_12/elections/Single-Crossing_3.soc b/experiments/SAXp_size_4_12/elections/Single-Crossing_3.soc
new file mode 100644
index 0000000..72f7ea9
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/Single-Crossing_3.soc
@@ -0,0 +1,13 @@
+# Single-Crossing {'alpha': 1}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 6
+3, 0, 3, 2, 1
+2, 3, 2, 0, 1
+2, 3, 0, 2, 1
+2, 0, 3, 1, 2
+2, 0, 1, 2, 3
+1, 0, 1, 3, 2
diff --git a/experiments/SAXp_size_4_12/elections/Single-Crossing_4.soc b/experiments/SAXp_size_4_12/elections/Single-Crossing_4.soc
new file mode 100644
index 0000000..adb8405
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/Single-Crossing_4.soc
@@ -0,0 +1,12 @@
+# Single-Crossing {'alpha': 1}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 5
+4, 3, 1, 2, 0
+3, 3, 2, 1, 0
+3, 1, 0, 3, 2
+1, 1, 3, 2, 0
+1, 0, 1, 2, 3
diff --git a/experiments/SAXp_size_4_12/elections/Single-Crossing_5.soc b/experiments/SAXp_size_4_12/elections/Single-Crossing_5.soc
new file mode 100644
index 0000000..184d2a3
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/Single-Crossing_5.soc
@@ -0,0 +1,12 @@
+# Single-Crossing {'alpha': 1}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 5
+5, 0, 1, 2, 3
+2, 3, 2, 1, 0
+2, 2, 0, 3, 1
+2, 0, 2, 3, 1
+1, 0, 2, 1, 3
diff --git a/experiments/SAXp_size_4_12/elections/Single-Crossing_6.soc b/experiments/SAXp_size_4_12/elections/Single-Crossing_6.soc
new file mode 100644
index 0000000..b1f1a63
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/Single-Crossing_6.soc
@@ -0,0 +1,13 @@
+# Single-Crossing {'alpha': 1}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 6
+5, 3, 0, 2, 1
+2, 3, 2, 1, 0
+2, 3, 0, 1, 2
+1, 0, 3, 1, 2
+1, 0, 1, 3, 2
+1, 0, 1, 2, 3
diff --git a/experiments/SAXp_size_4_12/elections/Single-Crossing_7.soc b/experiments/SAXp_size_4_12/elections/Single-Crossing_7.soc
new file mode 100644
index 0000000..46bff71
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/Single-Crossing_7.soc
@@ -0,0 +1,13 @@
+# Single-Crossing {'alpha': 1}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 6
+4, 0, 2, 1, 3
+3, 2, 3, 1, 0
+2, 0, 1, 2, 3
+1, 3, 2, 1, 0
+1, 2, 1, 0, 3
+1, 2, 0, 1, 3
diff --git a/experiments/SAXp_size_4_12/elections/Single-Crossing_8.soc b/experiments/SAXp_size_4_12/elections/Single-Crossing_8.soc
new file mode 100644
index 0000000..0f114f8
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/Single-Crossing_8.soc
@@ -0,0 +1,14 @@
+# Single-Crossing {'alpha': 1}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 7
+3, 1, 0, 3, 2
+2, 3, 2, 1, 0
+2, 3, 1, 2, 0
+2, 0, 1, 3, 2
+1, 1, 3, 2, 0
+1, 1, 3, 0, 2
+1, 0, 1, 2, 3
diff --git a/experiments/SAXp_size_4_12/elections/Single-Crossing_9.soc b/experiments/SAXp_size_4_12/elections/Single-Crossing_9.soc
new file mode 100644
index 0000000..93f4399
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/Single-Crossing_9.soc
@@ -0,0 +1,12 @@
+# Single-Crossing {'alpha': 1}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 5
+3, 1, 3, 0, 2
+3, 1, 0, 3, 2
+2, 3, 1, 2, 0
+2, 3, 1, 0, 2
+2, 0, 1, 2, 3
diff --git a/experiments/SAXp_size_4_12/elections/UN_0.soc b/experiments/SAXp_size_4_12/elections/UN_0.soc
new file mode 100644
index 0000000..798da8d
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/UN_0.soc
@@ -0,0 +1,19 @@
+# un_from_matrix {'alpha': 1}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 12
+1, 3, 1, 2, 0
+1, 3, 1, 0, 2
+1, 3, 0, 2, 1
+1, 2, 1, 3, 0
+1, 2, 0, 3, 1
+1, 2, 0, 1, 3
+1, 1, 3, 2, 0
+1, 1, 3, 0, 2
+1, 1, 2, 0, 3
+1, 0, 3, 1, 2
+1, 0, 2, 3, 1
+1, 0, 2, 1, 3
diff --git a/experiments/SAXp_size_4_12/elections/UN_1.soc b/experiments/SAXp_size_4_12/elections/UN_1.soc
new file mode 100644
index 0000000..7031862
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/UN_1.soc
@@ -0,0 +1,19 @@
+# un_from_matrix {'alpha': 1}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 12
+1, 3, 1, 2, 0
+1, 3, 1, 0, 2
+1, 3, 0, 2, 1
+1, 2, 3, 1, 0
+1, 2, 0, 3, 1
+1, 2, 0, 1, 3
+1, 1, 3, 0, 2
+1, 1, 2, 3, 0
+1, 1, 2, 0, 3
+1, 0, 3, 1, 2
+1, 0, 2, 3, 1
+1, 0, 1, 2, 3
diff --git a/experiments/SAXp_size_4_12/elections/UN_2.soc b/experiments/SAXp_size_4_12/elections/UN_2.soc
new file mode 100644
index 0000000..cac75b4
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/UN_2.soc
@@ -0,0 +1,17 @@
+# un_from_matrix {'alpha': 1}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 10
+2, 3, 1, 2, 0
+2, 0, 2, 3, 1
+1, 3, 0, 1, 2
+1, 2, 3, 0, 1
+1, 2, 1, 0, 3
+1, 2, 0, 1, 3
+1, 1, 3, 2, 0
+1, 1, 2, 0, 3
+1, 1, 0, 3, 2
+1, 0, 3, 1, 2
diff --git a/experiments/SAXp_size_4_12/elections/UN_3.soc b/experiments/SAXp_size_4_12/elections/UN_3.soc
new file mode 100644
index 0000000..55621d7
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/UN_3.soc
@@ -0,0 +1,17 @@
+# un_from_matrix {'alpha': 1}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 10
+2, 3, 0, 1, 2
+2, 0, 2, 3, 1
+1, 3, 1, 0, 2
+1, 2, 3, 1, 0
+1, 2, 3, 0, 1
+1, 2, 1, 0, 3
+1, 1, 3, 2, 0
+1, 1, 2, 3, 0
+1, 1, 0, 2, 3
+1, 0, 1, 2, 3
diff --git a/experiments/SAXp_size_4_12/elections/Urn culture_id (gamma)_0.soc b/experiments/SAXp_size_4_12/elections/Urn culture_id (gamma)_0.soc
new file mode 100644
index 0000000..a77b095
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/Urn culture_id (gamma)_0.soc
@@ -0,0 +1,15 @@
+# Urn_Model {'alpha': 0}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 8
+4, 3, 1, 2, 0
+2, 2, 0, 1, 3
+1, 3, 2, 0, 1
+1, 3, 0, 1, 2
+1, 1, 0, 2, 3
+1, 0, 3, 1, 2
+1, 0, 2, 1, 3
+1, 0, 1, 3, 2
diff --git a/experiments/SAXp_size_4_12/elections/Urn culture_id (gamma)_1.soc b/experiments/SAXp_size_4_12/elections/Urn culture_id (gamma)_1.soc
new file mode 100644
index 0000000..7eb03e3
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/Urn culture_id (gamma)_1.soc
@@ -0,0 +1,16 @@
+# Urn_Model {'alpha': 0}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 9
+2, 3, 0, 2, 1
+2, 0, 3, 2, 1
+2, 0, 3, 1, 2
+1, 3, 2, 0, 1
+1, 2, 1, 3, 0
+1, 1, 0, 3, 2
+1, 0, 2, 3, 1
+1, 0, 2, 1, 3
+1, 0, 1, 2, 3
diff --git a/experiments/SAXp_size_4_12/elections/Urn culture_id (gamma)_2.soc b/experiments/SAXp_size_4_12/elections/Urn culture_id (gamma)_2.soc
new file mode 100644
index 0000000..47d9e9f
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/Urn culture_id (gamma)_2.soc
@@ -0,0 +1,19 @@
+# Urn_Model {'alpha': 0}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 12
+1, 3, 2, 1, 0
+1, 3, 2, 0, 1
+1, 3, 1, 0, 2
+1, 2, 3, 0, 1
+1, 2, 1, 3, 0
+1, 2, 0, 3, 1
+1, 1, 2, 3, 0
+1, 1, 0, 2, 3
+1, 0, 3, 2, 1
+1, 0, 2, 3, 1
+1, 0, 2, 1, 3
+1, 0, 1, 3, 2
diff --git a/experiments/SAXp_size_4_12/elections/Urn culture_id (gamma)_3.soc b/experiments/SAXp_size_4_12/elections/Urn culture_id (gamma)_3.soc
new file mode 100644
index 0000000..f5c0a01
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/Urn culture_id (gamma)_3.soc
@@ -0,0 +1,16 @@
+# Urn_Model {'alpha': 0}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 9
+3, 0, 2, 1, 3
+2, 3, 2, 1, 0
+1, 3, 1, 2, 0
+1, 3, 0, 2, 1
+1, 2, 3, 1, 0
+1, 2, 0, 3, 1
+1, 2, 0, 1, 3
+1, 1, 2, 0, 3
+1, 0, 2, 3, 1
diff --git a/experiments/SAXp_size_4_12/elections/Urn culture_id (gamma)_4.soc b/experiments/SAXp_size_4_12/elections/Urn culture_id (gamma)_4.soc
new file mode 100644
index 0000000..20a33e1
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/Urn culture_id (gamma)_4.soc
@@ -0,0 +1,16 @@
+# Urn_Model {'alpha': 0}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 9
+2, 3, 2, 0, 1
+2, 2, 1, 3, 0
+2, 1, 3, 2, 0
+1, 3, 0, 1, 2
+1, 2, 1, 0, 3
+1, 2, 0, 3, 1
+1, 0, 2, 3, 1
+1, 0, 2, 1, 3
+1, 0, 1, 2, 3
diff --git a/experiments/SAXp_size_4_12/elections/Urn culture_id (gamma)_5.soc b/experiments/SAXp_size_4_12/elections/Urn culture_id (gamma)_5.soc
new file mode 100644
index 0000000..b904531
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/Urn culture_id (gamma)_5.soc
@@ -0,0 +1,15 @@
+# Urn_Model {'alpha': 0}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 8
+3, 2, 0, 1, 3
+2, 3, 1, 2, 0
+2, 3, 0, 1, 2
+1, 3, 2, 0, 1
+1, 2, 1, 3, 0
+1, 1, 0, 2, 3
+1, 0, 3, 2, 1
+1, 0, 2, 1, 3
diff --git a/experiments/SAXp_size_4_12/elections/Urn culture_id (gamma)_6.soc b/experiments/SAXp_size_4_12/elections/Urn culture_id (gamma)_6.soc
new file mode 100644
index 0000000..a1c46d4
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/Urn culture_id (gamma)_6.soc
@@ -0,0 +1,16 @@
+# Urn_Model {'alpha': 0}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 9
+2, 2, 3, 1, 0
+2, 0, 3, 1, 2
+2, 0, 2, 3, 1
+1, 3, 2, 0, 1
+1, 3, 1, 2, 0
+1, 2, 0, 1, 3
+1, 1, 2, 3, 0
+1, 1, 0, 2, 3
+1, 0, 2, 1, 3
diff --git a/experiments/SAXp_size_4_12/elections/Urn culture_id (gamma)_7.soc b/experiments/SAXp_size_4_12/elections/Urn culture_id (gamma)_7.soc
new file mode 100644
index 0000000..dd58e26
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/Urn culture_id (gamma)_7.soc
@@ -0,0 +1,15 @@
+# Urn_Model {'alpha': 0}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 8
+2, 2, 1, 3, 0
+2, 1, 3, 2, 0
+2, 1, 0, 3, 2
+2, 0, 2, 1, 3
+1, 3, 0, 1, 2
+1, 2, 3, 1, 0
+1, 2, 0, 1, 3
+1, 0, 2, 3, 1
diff --git a/experiments/SAXp_size_4_12/elections/Urn culture_id (gamma)_8.soc b/experiments/SAXp_size_4_12/elections/Urn culture_id (gamma)_8.soc
new file mode 100644
index 0000000..292fb5d
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/Urn culture_id (gamma)_8.soc
@@ -0,0 +1,15 @@
+# Urn_Model {'alpha': 0}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 8
+2, 2, 3, 1, 0
+2, 2, 0, 3, 1
+2, 1, 2, 3, 0
+2, 0, 1, 3, 2
+1, 3, 2, 0, 1
+1, 3, 1, 0, 2
+1, 3, 0, 2, 1
+1, 0, 1, 2, 3
diff --git a/experiments/SAXp_size_4_12/elections/Urn culture_id (gamma)_9.soc b/experiments/SAXp_size_4_12/elections/Urn culture_id (gamma)_9.soc
new file mode 100644
index 0000000..a09e3b3
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/Urn culture_id (gamma)_9.soc
@@ -0,0 +1,16 @@
+# Urn_Model {'alpha': 0}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 9
+2, 3, 0, 1, 2
+2, 2, 1, 0, 3
+2, 0, 1, 2, 3
+1, 3, 2, 1, 0
+1, 3, 1, 2, 0
+1, 2, 3, 1, 0
+1, 1, 3, 2, 0
+1, 0, 3, 2, 1
+1, 0, 1, 3, 2
diff --git a/experiments/SAXp_size_4_12/elections/Urn culture_id 0.1_0.soc b/experiments/SAXp_size_4_12/elections/Urn culture_id 0.1_0.soc
new file mode 100644
index 0000000..061c6f9
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/Urn culture_id 0.1_0.soc
@@ -0,0 +1,14 @@
+# Urn_Model {'alpha': 0.1}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 7
+5, 1, 2, 3, 0
+2, 0, 1, 3, 2
+1, 3, 2, 0, 1
+1, 2, 1, 0, 3
+1, 2, 0, 1, 3
+1, 1, 3, 0, 2
+1, 1, 0, 2, 3
diff --git a/experiments/SAXp_size_4_12/elections/Urn culture_id 0.1_1.soc b/experiments/SAXp_size_4_12/elections/Urn culture_id 0.1_1.soc
new file mode 100644
index 0000000..b00defb
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/Urn culture_id 0.1_1.soc
@@ -0,0 +1,14 @@
+# Urn_Model {'alpha': 0.1}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 7
+4, 1, 3, 0, 2
+3, 0, 3, 2, 1
+1, 2, 0, 3, 1
+1, 2, 0, 1, 3
+1, 0, 3, 1, 2
+1, 0, 2, 1, 3
+1, 0, 1, 2, 3
diff --git a/experiments/SAXp_size_4_12/elections/Urn culture_id 0.1_2.soc b/experiments/SAXp_size_4_12/elections/Urn culture_id 0.1_2.soc
new file mode 100644
index 0000000..01f1138
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/Urn culture_id 0.1_2.soc
@@ -0,0 +1,11 @@
+# Urn_Model {'alpha': 0.1}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 4
+9, 2, 0, 1, 3
+1, 3, 0, 2, 1
+1, 2, 3, 0, 1
+1, 1, 2, 3, 0
diff --git a/experiments/SAXp_size_4_12/elections/Urn culture_id 0.1_3.soc b/experiments/SAXp_size_4_12/elections/Urn culture_id 0.1_3.soc
new file mode 100644
index 0000000..3a92c1d
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/Urn culture_id 0.1_3.soc
@@ -0,0 +1,17 @@
+# Urn_Model {'alpha': 0.1}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 10
+2, 1, 3, 0, 2
+2, 0, 3, 1, 2
+1, 3, 2, 1, 0
+1, 3, 2, 0, 1
+1, 2, 3, 1, 0
+1, 2, 1, 0, 3
+1, 1, 3, 2, 0
+1, 0, 3, 2, 1
+1, 0, 1, 3, 2
+1, 0, 1, 2, 3
diff --git a/experiments/SAXp_size_4_12/elections/Urn culture_id 0.1_4.soc b/experiments/SAXp_size_4_12/elections/Urn culture_id 0.1_4.soc
new file mode 100644
index 0000000..332bf4f
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/Urn culture_id 0.1_4.soc
@@ -0,0 +1,14 @@
+# Urn_Model {'alpha': 0.1}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 7
+3, 1, 0, 2, 3
+2, 3, 1, 0, 2
+2, 2, 0, 3, 1
+2, 0, 3, 2, 1
+1, 2, 1, 0, 3
+1, 1, 2, 3, 0
+1, 0, 1, 2, 3
diff --git a/experiments/SAXp_size_4_12/elections/Urn culture_id 0.1_5.soc b/experiments/SAXp_size_4_12/elections/Urn culture_id 0.1_5.soc
new file mode 100644
index 0000000..017bcb4
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/Urn culture_id 0.1_5.soc
@@ -0,0 +1,18 @@
+# Urn_Model {'alpha': 0.1}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 11
+2, 0, 2, 3, 1
+1, 3, 2, 1, 0
+1, 3, 0, 1, 2
+1, 2, 3, 1, 0
+1, 2, 3, 0, 1
+1, 1, 3, 0, 2
+1, 1, 2, 0, 3
+1, 1, 0, 2, 3
+1, 0, 3, 2, 1
+1, 0, 2, 1, 3
+1, 0, 1, 2, 3
diff --git a/experiments/SAXp_size_4_12/elections/Urn culture_id 0.1_6.soc b/experiments/SAXp_size_4_12/elections/Urn culture_id 0.1_6.soc
new file mode 100644
index 0000000..5ca7e3c
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/Urn culture_id 0.1_6.soc
@@ -0,0 +1,13 @@
+# Urn_Model {'alpha': 0.1}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 6
+3, 3, 0, 1, 2
+3, 1, 3, 2, 0
+3, 1, 2, 3, 0
+1, 2, 3, 0, 1
+1, 2, 1, 0, 3
+1, 0, 3, 2, 1
diff --git a/experiments/SAXp_size_4_12/elections/Urn culture_id 0.1_7.soc b/experiments/SAXp_size_4_12/elections/Urn culture_id 0.1_7.soc
new file mode 100644
index 0000000..63a1074
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/Urn culture_id 0.1_7.soc
@@ -0,0 +1,16 @@
+# Urn_Model {'alpha': 0.1}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 9
+3, 1, 0, 2, 3
+2, 2, 0, 3, 1
+1, 3, 1, 2, 0
+1, 3, 0, 1, 2
+1, 2, 3, 0, 1
+1, 2, 0, 1, 3
+1, 1, 2, 0, 3
+1, 1, 0, 3, 2
+1, 0, 3, 1, 2
diff --git a/experiments/SAXp_size_4_12/elections/Urn culture_id 0.1_8.soc b/experiments/SAXp_size_4_12/elections/Urn culture_id 0.1_8.soc
new file mode 100644
index 0000000..bd0a026
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/Urn culture_id 0.1_8.soc
@@ -0,0 +1,14 @@
+# Urn_Model {'alpha': 0.1}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 7
+3, 2, 3, 1, 0
+2, 3, 2, 1, 0
+2, 0, 3, 1, 2
+2, 0, 1, 2, 3
+1, 3, 1, 0, 2
+1, 1, 3, 2, 0
+1, 1, 2, 0, 3
diff --git a/experiments/SAXp_size_4_12/elections/Urn culture_id 0.1_9.soc b/experiments/SAXp_size_4_12/elections/Urn culture_id 0.1_9.soc
new file mode 100644
index 0000000..c265510
--- /dev/null
+++ b/experiments/SAXp_size_4_12/elections/Urn culture_id 0.1_9.soc
@@ -0,0 +1,13 @@
+# Urn_Model {'alpha': 0.1}
+4
+0, c0
+1, c1
+2, c2
+3, c3
+12, 12, 6
+3, 2, 1, 0, 3
+3, 1, 0, 2, 3
+2, 3, 1, 0, 2
+2, 1, 3, 2, 0
+1, 1, 0, 3, 2
+1, 0, 1, 2, 3
diff --git a/experiments/SAXp_size_4_12/features/Agreement.csv b/experiments/SAXp_size_4_12/features/Agreement.csv
new file mode 100644
index 0000000..e3c189e
--- /dev/null
+++ b/experiments/SAXp_size_4_12/features/Agreement.csv
@@ -0,0 +1,157 @@
+instance_id;value;time
+Impartial Culture_0;0.16666666666666666;0.0009975433349609375
+Impartial Culture_1;0.05555555555555558;0.0
+Impartial Culture_2;0.1944444444444445;0.0
+Impartial Culture_3;0.1944444444444445;0.0
+Impartial Culture_4;0.27777777777777785;0.0
+Impartial Culture_5;0.16666666666666666;0.0
+Impartial Culture_6;0.38888888888888884;0.0009982585906982422
+Impartial Culture_7;0.27777777777777773;0.0
+Impartial Culture_8;0.16666666666666666;0.0
+Impartial Culture_9;0.3055555555555555;0.0009968280792236328
+IAC_0;0.22222222222222224;0.0
+IAC_1;0.13888888888888887;0.000997781753540039
+IAC_2;0.11111111111111116;0.0
+IAC_3;0.2222222222222222;0.0
+IAC_4;0.24999999999999997;0.0
+IAC_5;0.27777777777777773;0.0
+IAC_6;0.3055555555555555;0.0009965896606445312
+IAC_7;0.4166666666666666;0.0
+IAC_8;0.3333333333333333;0.0
+IAC_9;0.4166666666666667;0.0
+SP by Conitzer_0;0.4444444444444444;0.0
+SP by Conitzer_1;0.6111111111111112;0.0
+SP by Conitzer_2;0.22222222222222224;0.0
+SP by Conitzer_3;0.4166666666666667;0.0009992122650146484
+SP by Conitzer_4;0.22222222222222224;0.0
+SP by Conitzer_5;0.11111111111111115;0.0
+SP by Conitzer_6;0.25;0.0
+SP by Conitzer_7;0.25;0.0
+SP by Conitzer_8;0.1666666666666667;0.0
+SP by Conitzer_9;0.3333333333333333;0.0
+SP by Walsh_0;0.5;0.0
+SP by Walsh_1;0.5277777777777778;0.0009961128234863281
+SP by Walsh_2;0.5277777777777778;0.0
+SP by Walsh_3;0.3888888888888889;0.0
+SP by Walsh_4;0.5833333333333334;0.0
+SP by Walsh_5;0.4444444444444445;0.0
+SP by Walsh_6;0.4444444444444444;0.00099945068359375
+SP by Walsh_7;0.4166666666666667;0.0
+SP by Walsh_8;0.5;0.0
+SP by Walsh_9;0.5277777777777778;0.0
+SPOC_0;0.38888888888888884;0.0009953975677490234
+SPOC_1;0.2222222222222223;0.0
+SPOC_2;0.3055555555555555;0.0
+SPOC_3;0.22222222222222224;0.0
+SPOC_4;0.16666666666666666;0.0010063648223876953
+SPOC_5;0.13888888888888887;0.0
+SPOC_6;0.22222222222222224;0.0
+SPOC_7;0.3055555555555555;0.000989675521850586
+SPOC_8;0.11111111111111106;0.0
+SPOC_9;0.13888888888888887;0.0
+Group-Separable_0;0.3333333333333333;0.0
+Group-Separable_1;0.3333333333333333;0.0009989738464355469
+Group-Separable_2;0.22222222222222218;0.0
+Group-Separable_3;0.1388888888888888;0.0
+Group-Separable_4;0.33333333333333326;0.0
+Group-Separable_5;0.055555555555555525;0.0009965896606445312
+Group-Separable_6;0.16666666666666674;0.0
+Group-Separable_7;0.19444444444444442;0.0
+Group-Separable_8;0.33333333333333326;0.0
+Group-Separable_9;0.3333333333333333;0.0010004043579101562
+Single-Crossing_0;0.5277777777777777;0.0
+Single-Crossing_1;0.5;0.0
+Single-Crossing_2;0.38888888888888884;0.0
+Single-Crossing_3;0.3333333333333333;0.0009980201721191406
+Single-Crossing_4;0.4444444444444444;0.0
+Single-Crossing_5;0.5555555555555555;0.0
+Single-Crossing_6;0.5833333333333334;0.0
+Single-Crossing_7;0.5277777777777778;0.000997304916381836
+Single-Crossing_8;0.47222222222222227;0.0
+Single-Crossing_9;0.5833333333333334;0.0
+1D Interval_0;0.4444444444444445;0.0
+1D Interval_1;0.388888888888889;0.0
+1D Interval_2;0.25;0.0
+1D Interval_3;0.5;0.0
+1D Interval_4;0.7222222222222223;0.0
+1D Interval_5;0.36111111111111116;0.0
+1D Interval_6;0.5833333333333334;0.000986337661743164
+1D Interval_7;0.4444444444444444;0.0
+1D Interval_8;0.638888888888889;0.0
+1D Interval_9;0.36111111111111116;0.0
+2D Disc_0;0.4166666666666667;0.0
+2D Disc_1;0.19444444444444445;0.0
+2D Disc_2;0.4166666666666667;0.0009968280792236328
+2D Disc_3;0.6111111111111112;0.0
+2D Disc_4;0.611111111111111;0.0
+2D Disc_5;0.47222222222222215;0.0
+2D Disc_6;0.3055555555555556;0.0
+2D Disc_7;0.3333333333333333;0.0
+2D Disc_8;0.13888888888888892;0.0
+2D Disc_9;0.36111111111111116;0.0009970664978027344
+3D Cube_0;0.3055555555555555;0.0
+3D Cube_1;0.16666666666666663;0.0
+3D Cube_2;0.5833333333333334;0.0
+3D Cube_3;0.5;0.0
+3D Cube_4;0.3333333333333333;0.0
+3D Cube_5;0.3333333333333333;0.0009970664978027344
+3D Cube_6;0.5;0.0
+3D Cube_7;0.3333333333333333;0.0
+3D Cube_8;0.3055555555555555;0.0
+3D Cube_9;0.2777777777777777;0.0
+2D Sphere_0;0.4166666666666667;0.0
+2D Sphere_1;0.4166666666666667;0.0009987354278564453
+2D Sphere_2;0.22222222222222224;0.0
+2D Sphere_3;0.6111111111111112;0.0
+2D Sphere_4;0.22222222222222224;0.0009989738464355469
+2D Sphere_5;0.38888888888888884;0.0
+2D Sphere_6;0.47222222222222227;0.0
+2D Sphere_7;0.1944444444444445;0.0
+2D Sphere_8;0.3333333333333333;0.0009953975677490234
+2D Sphere_9;0.5;0.0
+3D Sphere_0;0.5277777777777778;0.0
+3D Sphere_1;0.19444444444444445;0.0
+3D Sphere_2;0.3333333333333333;0.0
+3D Sphere_3;0.4166666666666667;0.0
+3D Sphere_4;0.38888888888888884;0.0
+3D Sphere_5;0.5277777777777778;0.0010006427764892578
+3D Sphere_6;0.16666666666666663;0.0
+3D Sphere_7;0.3055555555555556;0.0
+3D Sphere_8;0.19444444444444445;0.0
+3D Sphere_9;0.3333333333333333;0.0
+Urn culture_id 0.1_0;0.22222222222222218;0.0009922981262207031
+Urn culture_id 0.1_1;0.30555555555555547;0.0
+Urn culture_id 0.1_2;0.5555555555555556;0.0
+Urn culture_id 0.1_3;0.3333333333333333;0.0
+Urn culture_id 0.1_4;0.8333333333333334;0.0
+Urn culture_id 0.1_5;0.47222222222222227;0.0
+Urn culture_id 0.1_6;0.25;0.0
+Urn culture_id 0.1_7;0.3055555555555556;0.0
+Urn culture_id 0.1_8;0.11111111111111112;0.0
+Urn culture_id 0.1_9;0.4722222222222223;0.0
+Norm-Mallows 0.5_0;0.611111111111111;0.0
+Norm-Mallows 0.5_1;0.5277777777777778;0.0
+Norm-Mallows 0.5_2;0.3333333333333333;0.0
+Norm-Mallows 0.5_3;0.5555555555555557;0.000997304916381836
+Norm-Mallows 0.5_4;0.5277777777777778;0.0
+Norm-Mallows 0.5_5;0.5833333333333334;0.0
+Norm-Mallows 0.5_6;0.6388888888888888;0.0
+Norm-Mallows 0.5_7;0.38888888888888884;0.0
+Norm-Mallows 0.5_8;0.38888888888888884;0.0
+Norm-Mallows 0.5_9;0.4166666666666667;0.0
+Urn culture_id (gamma)_0;0.3333333333333333;0.0009980201721191406
+Urn culture_id (gamma)_1;0.13888888888888887;0.0
+Urn culture_id (gamma)_2;0.27777777777777773;0.0
+Urn culture_id (gamma)_3;0.3888888888888889;0.0
+Urn culture_id (gamma)_4;0.19444444444444445;0.0
+Urn culture_id (gamma)_5;0.1666666666666667;0.0
+Urn culture_id (gamma)_6;0.3333333333333333;0.0
+Urn culture_id (gamma)_7;0.13888888888888887;0.0
+Urn culture_id (gamma)_8;0.27777777777777785;0.0009968280792236328
+Urn culture_id (gamma)_9;0.19444444444444445;0.0
+ID;1.0;0.0
+UN_0;0.1111111111111111;0.0
+UN_1;0.08333333333333331;0.0
+UN_2;0.0;0.0
+UN_3;0.08333333333333331;0.0
+AN;0.0;0.000997304916381836
diff --git a/experiments/SAXp_size_4_12/features/Diversity.csv b/experiments/SAXp_size_4_12/features/Diversity.csv
new file mode 100644
index 0000000..9d43e56
--- /dev/null
+++ b/experiments/SAXp_size_4_12/features/Diversity.csv
@@ -0,0 +1,157 @@
+instance_id;value;time
+Impartial Culture_0;0.6632220017636685;0.046434879302978516
+Impartial Culture_1;0.7236992945326279;0.03667187690734863
+Impartial Culture_2;0.6232969576719577;0.03163623809814453
+Impartial Culture_3;0.662527557319224;0.03553032875061035
+Impartial Culture_4;0.5461970899470899;0.02830195426940918
+Impartial Culture_5;0.6376488095238095;0.0324101448059082
+Impartial Culture_6;0.46249999999999997;0.02444148063659668
+Impartial Culture_7;0.5022156084656084;0.026041746139526367
+Impartial Culture_8;0.6550099206349206;0.029083251953125
+Impartial Culture_9;0.5230654761904763;0.03003716468811035
+IAC_0;0.6311507936507936;0.03955340385437012
+IAC_1;0.6431878306878307;0.029234647750854492
+IAC_2;0.7262455908289243;0.03127694129943848
+IAC_3;0.6087136243386243;0.035179853439331055
+IAC_4;0.5538525132275133;0.02991795539855957
+IAC_5;0.4668981481481482;0.023052692413330078
+IAC_6;0.5376488095238096;0.030164241790771484
+IAC_7;0.45315806878306875;0.0289919376373291
+IAC_8;0.5276951058201057;0.029919147491455078
+IAC_9;0.4222222222222222;0.05192971229553223
+SP by Conitzer_0;0.3506944444444445;0.03291177749633789
+SP by Conitzer_1;0.27129629629629626;0.023965120315551758
+SP by Conitzer_2;0.4881944444444445;0.025934696197509766
+SP by Conitzer_3;0.381712962962963;0.022935152053833008
+SP by Conitzer_4;0.4571759259259259;0.01695847511291504
+SP by Conitzer_5;0.4722222222222222;0.008971452713012695
+SP by Conitzer_6;0.4726851851851851;0.021941184997558594
+SP by Conitzer_7;0.47430555555555554;0.025146007537841797
+SP by Conitzer_8;0.43518518518518523;0.012172460556030273
+SP by Conitzer_9;0.35185185185185186;0.013079643249511719
+SP by Walsh_0;0.38425925925925924;0.0160672664642334
+SP by Walsh_1;0.32615740740740745;0.02412581443786621
+SP by Walsh_2;0.3377314814814815;0.02325296401977539
+SP by Walsh_3;0.40254629629629624;0.023075580596923828
+SP by Walsh_4;0.32569444444444445;0.01995062828063965
+SP by Walsh_5;0.3662037037037037;0.019942522048950195
+SP by Walsh_6;0.39689153439153446;0.031109094619750977
+SP by Walsh_7;0.40949074074074077;0.024272918701171875
+SP by Walsh_8;0.3760582010582011;0.02710556983947754
+SP by Walsh_9;0.34004629629629635;0.02418661117553711
+SPOC_0;0.46241732804232794;0.029029369354248047
+SPOC_1;0.5925099206349206;0.03491616249084473
+SPOC_2;0.5056878306878307;0.03105640411376953
+SPOC_3;0.5600859788359789;0.02792668342590332
+SPOC_4;0.6001488095238096;0.02892446517944336
+SPOC_5;0.6043981481481481;0.02493119239807129
+SPOC_6;0.5832506613756614;0.028922557830810547
+SPOC_7;0.5262896825396826;0.02692699432373047
+SPOC_8;0.6360284391534392;0.029991865158081055
+SPOC_9;0.5885747354497354;0.0299224853515625
+Group-Separable_0;0.41666666666666663;0.008975505828857422
+Group-Separable_1;0.4097222222222222;0.011965751647949219
+Group-Separable_2;0.41435185185185186;0.012966156005859375
+Group-Separable_3;0.45601851851851855;0.011967897415161133
+Group-Separable_4;0.3333333333333333;0.005986213684082031
+Group-Separable_5;0.6206018518518518;0.024010181427001953
+Group-Separable_6;0.5576388888888888;0.023936033248901367
+Group-Separable_7;0.5670304232804233;0.026930809020996094
+Group-Separable_8;0.3333333333333333;0.005982637405395508
+Group-Separable_9;0.4097222222222222;0.01296544075012207
+Single-Crossing_0;0.30833333333333335;0.02012944221496582
+Single-Crossing_1;0.3407407407407407;0.02621603012084961
+Single-Crossing_2;0.3979166666666666;0.024165868759155273
+Single-Crossing_3;0.42407407407407405;0.019947052001953125
+Single-Crossing_4;0.36157407407407405;0.021046161651611328
+Single-Crossing_5;0.3141203703703704;0.02022576332092285
+Single-Crossing_6;0.3006944444444445;0.025270938873291016
+Single-Crossing_7;0.3314814814814815;0.020117759704589844
+Single-Crossing_8;0.3298611111111111;0.01602792739868164
+Single-Crossing_9;0.28055555555555556;0.020256519317626953
+1D Interval_0;0.34953703703703703;0.014185905456542969
+1D Interval_1;0.3194444444444444;0.009146690368652344
+1D Interval_2;0.4375;0.009066581726074219
+1D Interval_3;0.31828703703703703;0.017076492309570312
+1D Interval_4;0.1388888888888889;0.005983591079711914
+1D Interval_5;0.37847222222222227;0.017032384872436523
+1D Interval_6;0.20833333333333334;0.006093740463256836
+1D Interval_7;0.2916666666666667;0.009995698928833008
+1D Interval_8;0.20601851851851852;0.013039350509643555
+1D Interval_9;0.3715277777777778;0.017017126083374023
+2D Disc_0;0.41458333333333336;0.026335954666137695
+2D Disc_1;0.5125;0.02018141746520996
+2D Disc_2;0.3576388888888889;0.01798558235168457
+2D Disc_3;0.2983796296296296;0.024099349975585938
+2D Disc_4;0.2569444444444444;0.013118267059326172
+2D Disc_5;0.3229166666666667;0.015956640243530273
+2D Disc_6;0.5010582010582012;0.026927709579467773
+2D Disc_7;0.4171296296296295;0.018949508666992188
+2D Disc_8;0.6359678130511464;0.03713560104370117
+2D Disc_9;0.42337962962962966;0.029920339584350586
+3D Cube_0;0.45995370370370375;0.023936033248901367
+3D Cube_1;0.5797619047619048;0.031914710998535156
+3D Cube_2;0.25925925925925924;0.014960289001464844
+3D Cube_3;0.34699074074074077;0.023934125900268555
+3D Cube_4;0.4282407407407407;0.015957355499267578
+3D Cube_5;0.4372685185185185;0.024933338165283203
+3D Cube_6;0.4265376984126984;0.02792525291442871
+3D Cube_7;0.45694444444444443;0.023936033248901367
+3D Cube_8;0.578097442680776;0.031914710998535156
+3D Cube_9;0.4819444444444444;0.018949270248413086
+2D Sphere_0;0.3905092592592593;0.02014636993408203
+2D Sphere_1;0.42582671957671964;0.02637958526611328
+2D Sphere_2;0.4398148148148148;0.012199878692626953
+2D Sphere_3;0.2782407407407407;0.019020795822143555
+2D Sphere_4;0.5187499999999999;0.023134231567382812
+2D Sphere_5;0.47746362433862427;0.029135942459106445
+2D Sphere_6;0.4235119047619048;0.02932143211364746
+2D Sphere_7;0.48773148148148143;0.02033376693725586
+2D Sphere_8;0.45069444444444445;0.02029705047607422
+2D Sphere_9;0.36898148148148147;0.023267030715942383
+3D Sphere_0;0.3314814814814815;0.021305561065673828
+3D Sphere_1;0.6681437389770724;0.03137469291687012
+3D Sphere_2;0.5230654761904762;0.027696847915649414
+3D Sphere_3;0.38078703703703703;0.016451358795166016
+3D Sphere_4;0.4032407407407407;0.019420862197875977
+3D Sphere_5;0.36216931216931225;0.025391578674316406
+3D Sphere_6;0.5797619047619048;0.026540040969848633
+3D Sphere_7;0.5330191798941799;0.03084588050842285
+3D Sphere_8;0.5288359788359788;0.02681136131286621
+3D Sphere_9;0.5032407407407407;0.022597074508666992
+Urn culture_id 0.1_0;0.5848544973544973;0.02724146842956543
+Urn culture_id 0.1_1;0.5563822751322751;0.026639461517333984
+Urn culture_id 0.1_2;0.28125;0.014966964721679688
+Urn culture_id 0.1_3;0.4893518518518518;0.023565053939819336
+Urn culture_id 0.1_4;0.09027777777777778;0.009249210357666016
+Urn culture_id 0.1_5;0.30324074074074076;0.012295722961425781
+Urn culture_id 0.1_6;0.5299933862433862;0.0264737606048584
+Urn culture_id 0.1_7;0.5048611111111111;0.02440190315246582
+Urn culture_id 0.1_8;0.603373015873016;0.026386260986328125
+Urn culture_id 0.1_9;0.3539351851851852;0.024053573608398438
+Norm-Mallows 0.5_0;0.293287037037037;0.02043747901916504
+Norm-Mallows 0.5_1;0.3597222222222222;0.02456068992614746
+Norm-Mallows 0.5_2;0.5434358465608465;0.028632164001464844
+Norm-Mallows 0.5_3;0.33425925925925926;0.023250579833984375
+Norm-Mallows 0.5_4;0.3772156084656085;0.026531696319580078
+Norm-Mallows 0.5_5;0.34249338624338627;0.026667118072509766
+Norm-Mallows 0.5_6;0.28912037037037036;0.02559041976928711
+Norm-Mallows 0.5_7;0.43161375661375667;0.026704072952270508
+Norm-Mallows 0.5_8;0.4693617724867724;0.028518199920654297
+Norm-Mallows 0.5_9;0.4612599206349206;0.027858972549438477
+Urn culture_id (gamma)_0;0.5355489417989417;0.02754998207092285
+Urn culture_id (gamma)_1;0.678753306878307;0.02838873863220215
+Urn culture_id (gamma)_2;0.5861607142857144;0.03112483024597168
+Urn culture_id (gamma)_3;0.4714285714285714;0.030323028564453125
+Urn culture_id (gamma)_4;0.6109678130511464;0.039316654205322266
+Urn culture_id (gamma)_5;0.6550099206349206;0.03533816337585449
+Urn culture_id (gamma)_6;0.5237599206349206;0.03531980514526367
+Urn culture_id (gamma)_7;0.68342151675485;0.037401676177978516
+Urn culture_id (gamma)_8;0.5756117724867726;0.03542017936706543
+Urn culture_id (gamma)_9;0.6655368165784833;0.039220571517944336
+ID;0.0;0.004071950912475586
+UN_0;0.7481371252204586;0.036284685134887695
+UN_1;0.7597497795414463;0.04024147987365723
+UN_2;0.8035443722943721;0.03939509391784668
+UN_3;0.7993777056277056;0.04131317138671875
+AN;0.5;0.00705718994140625
diff --git a/experiments/SAXp_size_4_12/features/Polarization.csv b/experiments/SAXp_size_4_12/features/Polarization.csv
new file mode 100644
index 0000000..2a2a244
--- /dev/null
+++ b/experiments/SAXp_size_4_12/features/Polarization.csv
@@ -0,0 +1,157 @@
+instance_id;value;time
+Impartial Culture_0;0.3888888888888889;0.006985187530517578
+Impartial Culture_1;0.47222222222222227;0.0069806575775146484
+Impartial Culture_2;0.4166666666666667;0.004983425140380859
+Impartial Culture_3;0.3611111111111111;0.008975505828857422
+Impartial Culture_4;0.2777777777777778;0.0049860477447509766
+Impartial Culture_5;0.3888888888888889;0.003989696502685547
+Impartial Culture_6;0.2777777777777778;0.0029916763305664062
+Impartial Culture_7;0.4166666666666667;0.003989458084106445
+Impartial Culture_8;0.5833333333333334;0.003989458084106445
+Impartial Culture_9;0.3611111111111111;0.003989219665527344
+IAC_0;0.4444444444444444;0.003989219665527344
+IAC_1;0.4166666666666667;0.003991365432739258
+IAC_2;0.4166666666666667;0.0059871673583984375
+IAC_3;0.3055555555555555;0.004984378814697266
+IAC_4;0.3611111111111111;0.0039882659912109375
+IAC_5;0.4444444444444444;0.00599217414855957
+IAC_6;0.2777777777777778;0.0049784183502197266
+IAC_7;0.25;0.003988981246948242
+IAC_8;0.2777777777777778;0.0060045719146728516
+IAC_9;0.2777777777777778;0.0039691925048828125
+SP by Conitzer_0;0.3333333333333333;0.003988742828369141
+SP by Conitzer_1;0.19444444444444445;0.0039899349212646484
+SP by Conitzer_2;0.5277777777777778;0.006014823913574219
+SP by Conitzer_3;0.3888888888888889;0.0039920806884765625
+SP by Conitzer_4;0.5555555555555556;0.0029916763305664062
+SP by Conitzer_5;0.7777777777777778;0.003987312316894531
+SP by Conitzer_6;0.47222222222222227;0.0049860477447509766
+SP by Conitzer_7;0.5;0.002991914749145508
+SP by Conitzer_8;0.7777777777777778;0.003991842269897461
+SP by Conitzer_9;0.611111111111111;0.003987312316894531
+SP by Walsh_0;0.25;0.0029594898223876953
+SP by Walsh_1;0.2777777777777778;0.005123138427734375
+SP by Walsh_2;0.25;0.0030264854431152344
+SP by Walsh_3;0.3888888888888889;0.003987550735473633
+SP by Walsh_4;0.1111111111111111;0.0040247440338134766
+SP by Walsh_5;0.3333333333333333;0.004022359848022461
+SP by Walsh_6;0.3055555555555555;0.004092693328857422
+SP by Walsh_7;0.2777777777777778;0.003986835479736328
+SP by Walsh_8;0.2222222222222222;0.0039904117584228516
+SP by Walsh_9;0.2222222222222222;0.003988981246948242
+SPOC_0;0.2777777777777778;0.0031058788299560547
+SPOC_1;0.3333333333333333;0.0039882659912109375
+SPOC_2;0.3055555555555555;0.003994464874267578
+SPOC_3;0.3888888888888889;0.004001617431640625
+SPOC_4;0.4444444444444444;0.003046751022338867
+SPOC_5;0.4444444444444444;0.004025936126708984
+SPOC_6;0.3888888888888889;0.003988027572631836
+SPOC_7;0.3333333333333333;0.004099607467651367
+SPOC_8;0.5833333333333334;0.004018068313598633
+SPOC_9;0.5555555555555556;0.0030994415283203125
+Group-Separable_0;0.3333333333333333;0.002990245819091797
+Group-Separable_1;0.4166666666666667;0.003992557525634766
+Group-Separable_2;0.6944444444444445;0.0029959678649902344
+Group-Separable_3;0.7777777777777778;0.004062652587890625
+Group-Separable_4;0.6666666666666666;0.0030243396759033203
+Group-Separable_5;0.611111111111111;0.003991603851318359
+Group-Separable_6;0.47222222222222227;0.002992868423461914
+Group-Separable_7;0.4444444444444444;0.003986835479736328
+Group-Separable_8;0.6666666666666666;0.002993345260620117
+Group-Separable_9;0.4166666666666667;0.003995656967163086
+Single-Crossing_0;0.2777777777777778;0.0029866695404052734
+Single-Crossing_1;0.25;0.003988504409790039
+Single-Crossing_2;0.3888888888888889;0.00399017333984375
+Single-Crossing_3;0.4166666666666667;0.0029909610748291016
+Single-Crossing_4;0.3333333333333333;0.003987312316894531
+Single-Crossing_5;0.2222222222222222;0.0039904117584228516
+Single-Crossing_6;0.19444444444444445;0.002994537353515625
+Single-Crossing_7;0.2222222222222222;0.003988742828369141
+Single-Crossing_8;0.3333333333333333;0.005017280578613281
+Single-Crossing_9;0.2222222222222222;0.005105257034301758
+1D Interval_0;0.3055555555555555;0.0039637088775634766
+1D Interval_1;0.5555555555555556;0.003019094467163086
+1D Interval_2;0.5;0.003961801528930664
+1D Interval_3;0.2777777777777778;0.00402379035949707
+1D Interval_4;0.2777777777777778;0.004955291748046875
+1D Interval_5;0.47222222222222227;0.00399017333984375
+1D Interval_6;0.4166666666666667;0.0029892921447753906
+1D Interval_7;0.5;0.00598454475402832
+1D Interval_8;0.2777777777777778;0.008020401000976562
+1D Interval_9;0.5;0.004977226257324219
+2D Disc_0;0.3333333333333333;0.003988981246948242
+2D Disc_1;0.5555555555555556;0.003957986831665039
+2D Disc_2;0.3888888888888889;0.00398707389831543
+2D Disc_3;0.1388888888888889;0.0039899349212646484
+2D Disc_4;0.19444444444444445;0.003991603851318359
+2D Disc_5;0.3611111111111111;0.006978273391723633
+2D Disc_6;0.3055555555555555;0.0069844722747802734
+2D Disc_7;0.4444444444444444;0.004986286163330078
+2D Disc_8;0.47222222222222227;0.004991769790649414
+2D Disc_9;0.3888888888888889;0.00499725341796875
+3D Cube_0;0.3888888888888889;0.002977132797241211
+3D Cube_1;0.4444444444444444;0.004984617233276367
+3D Cube_2;0.25;0.004986763000488281
+3D Cube_3;0.2777777777777778;0.00498652458190918
+3D Cube_4;0.3888888888888889;0.008975505828857422
+3D Cube_5;0.4166666666666667;0.0059854984283447266
+3D Cube_6;0.1388888888888889;0.004987955093383789
+3D Cube_7;0.3888888888888889;0.008975744247436523
+3D Cube_8;0.2222222222222222;0.004984855651855469
+3D Cube_9;0.3888888888888889;0.0039920806884765625
+2D Sphere_0;0.3333333333333333;0.005982637405395508
+2D Sphere_1;0.3055555555555555;0.005986690521240234
+2D Sphere_2;0.611111111111111;0.00498652458190918
+2D Sphere_3;0.16666666666666666;0.006975650787353516
+2D Sphere_4;0.5;0.00399017333984375
+2D Sphere_5;0.25;0.0049877166748046875
+2D Sphere_6;0.16666666666666666;0.0059850215911865234
+2D Sphere_7;0.611111111111111;0.003987550735473633
+2D Sphere_8;0.3611111111111111;0.004986763000488281
+2D Sphere_9;0.2222222222222222;0.002991914749145508
+3D Sphere_0;0.2222222222222222;0.0039899349212646484
+3D Sphere_1;0.2777777777777778;0.003989219665527344
+3D Sphere_2;0.2777777777777778;0.00399017333984375
+3D Sphere_3;0.3333333333333333;0.003990888595581055
+3D Sphere_4;0.3333333333333333;0.004988670349121094
+3D Sphere_5;0.19444444444444445;0.005980730056762695
+3D Sphere_6;0.4444444444444444;0.0029942989349365234
+3D Sphere_7;0.2777777777777778;0.004992008209228516
+3D Sphere_8;0.5277777777777778;0.004976987838745117
+3D Sphere_9;0.2222222222222222;0.0029921531677246094
+Urn culture_id 0.1_0;0.3333333333333333;0.003988742828369141
+Urn culture_id 0.1_1;0.25;0.003989219665527344
+Urn culture_id 0.1_2;0.2777777777777778;0.006981849670410156
+Urn culture_id 0.1_3;0.2777777777777778;0.004987001419067383
+Urn culture_id 0.1_4;0.1388888888888889;0.009974241256713867
+Urn culture_id 0.1_5;0.3888888888888889;0.002992868423461914
+Urn culture_id 0.1_6;0.3888888888888889;0.003987789154052734
+Urn culture_id 0.1_7;0.3055555555555555;0.0029916763305664062
+Urn culture_id 0.1_8;0.5555555555555556;0.00498652458190918
+Urn culture_id 0.1_9;0.3333333333333333;0.004985809326171875
+Norm-Mallows 0.5_0;0.1388888888888889;0.0029981136322021484
+Norm-Mallows 0.5_1;0.19444444444444445;0.0039827823638916016
+Norm-Mallows 0.5_2;0.2222222222222222;0.004057645797729492
+Norm-Mallows 0.5_3;0.19444444444444445;0.0029916763305664062
+Norm-Mallows 0.5_4;0.16666666666666666;0.004039287567138672
+Norm-Mallows 0.5_5;0.1388888888888889;0.003034830093383789
+Norm-Mallows 0.5_6;0.1111111111111111;0.003995656967163086
+Norm-Mallows 0.5_7;0.3333333333333333;0.004036664962768555
+Norm-Mallows 0.5_8;0.25;0.0029914379119873047
+Norm-Mallows 0.5_9;0.25;0.004030942916870117
+Urn culture_id (gamma)_0;0.25;0.0029921531677246094
+Urn culture_id (gamma)_1;0.3888888888888889;0.003988981246948242
+Urn culture_id (gamma)_2;0.3055555555555555;0.002992391586303711
+Urn culture_id (gamma)_3;0.25;0.003989458084106445
+Urn culture_id (gamma)_4;0.4166666666666667;0.004021644592285156
+Urn culture_id (gamma)_5;0.4166666666666667;0.00299072265625
+Urn culture_id (gamma)_6;0.25;0.0039899349212646484
+Urn culture_id (gamma)_7;0.4166666666666667;0.003989219665527344
+Urn culture_id (gamma)_8;0.3055555555555555;0.0029926300048828125
+Urn culture_id (gamma)_9;0.4444444444444444;0.026978731155395508
+ID;0.0;0.008057832717895508
+UN_0;0.4166666666666667;0.017948150634765625
+UN_1;0.47222222222222227;0.008977174758911133
+UN_2;0.4444444444444444;0.0069828033447265625
+UN_3;0.4166666666666667;0.007976770401000977
+AN;1.0;0.009078264236450195
diff --git a/experiments/SAXp_size_4_12/features/SAXp_size.csv b/experiments/SAXp_size_4_12/features/SAXp_size.csv
new file mode 100644
index 0000000..17da1fd
--- /dev/null
+++ b/experiments/SAXp_size_4_12/features/SAXp_size.csv
@@ -0,0 +1,157 @@
+instance_id;value;time
+Impartial Culture_0;0.3333333333333333;12.07338833808899
+Impartial Culture_1;0.5;0.033476829528808594
+Impartial Culture_2;0.4166666666666667;0.25342440605163574
+Impartial Culture_3;0.3333333333333333;19.160248041152954
+Impartial Culture_4;0.3333333333333333;3.795797109603882
+Impartial Culture_5;0.375;0.1840496063232422
+Impartial Culture_6;0.22916666666666666;33.68587684631348
+Impartial Culture_7;0.3541666666666667;0.04415249824523926
+Impartial Culture_8;0.4791666666666667;0.0381925106048584
+Impartial Culture_9;0.2708333333333333;402.9210093021393
+IAC_0;0.4166666666666667;0.3895423412322998
+IAC_1;0.375;0.43202662467956543
+IAC_2;0.4166666666666667;0.11791300773620605
+IAC_3;0.2916666666666667;22.443625450134277
+IAC_4;0.2708333333333333;28.371481895446777
+IAC_5;0.3541666666666667;25.56868553161621
+IAC_6;0.3541666666666667;0.09957337379455566
+IAC_7;0.1875;10.96306324005127
+IAC_8;0.3125;22.458937168121338
+IAC_9;0.25;0.505537748336792
+SP by Conitzer_0;0.22916666666666666;10.665505170822144
+SP by Conitzer_1;0.3333333333333333;0.020432472229003906
+SP by Conitzer_2;0.4375;0.014956951141357422
+SP by Conitzer_3;0.3541666666666667;0.01813483238220215
+SP by Conitzer_4;0.3541666666666667;6.8578431606292725
+SP by Conitzer_5;0.4791666666666667;0.01416158676147461
+SP by Conitzer_6;0.375;0.16273093223571777
+SP by Conitzer_7;0.375;0.18501877784729004
+SP by Conitzer_8;0.4583333333333333;0.21039676666259766
+SP by Conitzer_9;0.3333333333333333;0.8287022113800049
+SP by Walsh_0;0.2916666666666667;5.184556722640991
+SP by Walsh_1;0.2708333333333333;0.30765223503112793
+SP by Walsh_2;0.2708333333333333;0.13524460792541504
+SP by Walsh_3;0.3541666666666667;0.045784711837768555
+SP by Walsh_4;0.2708333333333333;0.6881508827209473
+SP by Walsh_5;0.3125;0.5323610305786133
+SP by Walsh_6;0.3333333333333333;0.031167268753051758
+SP by Walsh_7;0.3333333333333333;0.061675310134887695
+SP by Walsh_8;0.2916666666666667;0.044544219970703125
+SP by Walsh_9;0.20833333333333334;2.179468870162964
+SPOC_0;0.3125;0.0842142105102539
+SPOC_1;0.375;0.1251060962677002
+SPOC_2;0.375;0.18020844459533691
+SPOC_3;0.3541666666666667;1.13393235206604
+SPOC_4;0.3541666666666667;2.7348740100860596
+SPOC_5;0.3958333333333333;0.12763667106628418
+SPOC_6;0.3541666666666667;0.3312222957611084
+SPOC_7;0.2708333333333333;14.829063177108765
+SPOC_8;0.5208333333333334;0.048958778381347656
+SPOC_9;0.4166666666666667;0.03627419471740723
+Group-Separable_0;0.2916666666666667;1.9324567317962646
+Group-Separable_1;0.375;0.3093559741973877
+Group-Separable_2;0.3541666666666667;156.1897315979004
+Group-Separable_3;0.4375;0.3914616107940674
+Group-Separable_4;0.2916666666666667;1.5113792419433594
+Group-Separable_5;0.4791666666666667;0.016955137252807617
+Group-Separable_6;0.3958333333333333;5.4773850440979
+Group-Separable_7;0.3958333333333333;0.017944812774658203
+Group-Separable_8;0.2916666666666667;1.1644923686981201
+Group-Separable_9;0.1875;2.547483205795288
+Single-Crossing_0;0.20833333333333334;65.60055828094482
+Single-Crossing_1;0.2916666666666667;0.42713308334350586
+Single-Crossing_2;0.3958333333333333;1.3758351802825928
+Single-Crossing_3;0.2916666666666667;0.2529914379119873
+Single-Crossing_4;0.3125;247.8717393875122
+Single-Crossing_5;0.1875;27.330606937408447
+Single-Crossing_6;0.22916666666666666;0.014225959777832031
+Single-Crossing_7;0.1875;11.383610486984253
+Single-Crossing_8;0.22916666666666666;86.34109044075012
+Single-Crossing_9;0.22916666666666666;0.12325620651245117
+1D Interval_0;0.2916666666666667;65.01708507537842
+1D Interval_1;0.2916666666666667;0.5812404155731201
+1D Interval_2;0.3958333333333333;0.22480535507202148
+1D Interval_3;0.2708333333333333;0.8553676605224609
+1D Interval_4;0.1875;0.36499643325805664
+1D Interval_5;0.3333333333333333;2.4654033184051514
+1D Interval_6;0.2916666666666667;268.63679122924805
+1D Interval_7;0.25;0.09763598442077637
+1D Interval_8;0.1875;0.0684213638305664
+1D Interval_9;0.375;0.09077978134155273
+2D Disc_0;0.25;138.27170753479004
+2D Disc_1;0.4375;0.020906448364257812
+2D Disc_2;0.3541666666666667;5.172874450683594
+2D Disc_3;0.2708333333333333;0.4135723114013672
+2D Disc_4;0.3333333333333333;0.12828493118286133
+2D Disc_5;0.2916666666666667;0.12328934669494629
+2D Disc_6;0.4583333333333333;0.061498403549194336
+2D Disc_7;0.3541666666666667;0.19370627403259277
+2D Disc_8;0.375;0.13516926765441895
+2D Disc_9;0.3541666666666667;0.09535646438598633
+3D Cube_0;0.3125;11.46700406074524
+3D Cube_1;0.375;3.805175542831421
+3D Cube_2;0.22916666666666666;1375.8071670532227
+3D Cube_3;0.3541666666666667;1.2125301361083984
+3D Cube_4;0.4583333333333333;0.12051677703857422
+3D Cube_5;0.5416666666666666;0.016209840774536133
+3D Cube_6;0.22916666666666666;142.00111842155457
+3D Cube_7;0.2708333333333333;10.820932865142822
+3D Cube_8;0.3333333333333333;114.61680507659912
+3D Cube_9;0.3125;1.2327375411987305
+2D Sphere_0;0.22916666666666666;1514.6191923618317
+2D Sphere_1;0.2916666666666667;1347.2885015010834
+2D Sphere_2;0.4583333333333333;0.3566000461578369
+2D Sphere_3;0.22916666666666666;522.2756960391998
+2D Sphere_4;0.3541666666666667;35.27399921417236
+2D Sphere_5;0.25;13.06761360168457
+2D Sphere_6;0.25;35.44759511947632
+2D Sphere_7;0.3958333333333333;2.0265281200408936
+2D Sphere_8;0.2916666666666667;133.68944239616394
+2D Sphere_9;0.2708333333333333;0.03322291374206543
+3D Sphere_0;0.3541666666666667;0.012970685958862305
+3D Sphere_1;0.375;0.6383602619171143
+3D Sphere_2;0.3125;55.44107937812805
+3D Sphere_3;0.2916666666666667;99.5676257610321
+3D Sphere_4;0.4375;0.09737610816955566
+3D Sphere_5;0.1875;7.507045030593872
+3D Sphere_6;0.4375;0.054305315017700195
+3D Sphere_7;0.5;0.013961076736450195
+3D Sphere_8;0.3958333333333333;0.22175860404968262
+3D Sphere_9;0.3125;16946.056307554245
+Urn culture_id 0.1_0;0.3541666666666667;0.08195948600769043
+Urn culture_id 0.1_1;0.375;0.32981276512145996
+Urn culture_id 0.1_2;0.3125;7.028491020202637
+Urn culture_id 0.1_3;0.375;0.2893180847167969
+Urn culture_id 0.1_4;0.1875;0.5153288841247559
+Urn culture_id 0.1_5;0.2916666666666667;0.1492629051208496
+Urn culture_id 0.1_6;0.3125;32.05141520500183
+Urn culture_id 0.1_7;0.3125;203.8950960636139
+Urn culture_id 0.1_8;0.4166666666666667;0.33446598052978516
+Urn culture_id 0.1_9;0.3333333333333333;3.845388650894165
+Norm-Mallows 0.5_0;0.1875;14.56030821800232
+Norm-Mallows 0.5_1;0.2916666666666667;0.988046407699585
+Norm-Mallows 0.5_2;0.375;0.06640887260437012
+Norm-Mallows 0.5_3;0.3333333333333333;0.04893755912780762
+Norm-Mallows 0.5_4;0.20833333333333334;15.63755464553833
+Norm-Mallows 0.5_5;0.22916666666666666;29.55094289779663
+Norm-Mallows 0.5_6;0.22916666666666666;43.87786602973938
+Norm-Mallows 0.5_7;0.4166666666666667;0.02405238151550293
+Norm-Mallows 0.5_8;0.3958333333333333;0.021074295043945312
+Norm-Mallows 0.5_9;0.3333333333333333;60.15187430381775
+Urn culture_id (gamma)_0;0.25;106.55443501472473
+Urn culture_id (gamma)_1;0.3541666666666667;5.17868185043335
+Urn culture_id (gamma)_2;0.3333333333333333;1.5506362915039062
+Urn culture_id (gamma)_3;0.3541666666666667;0.22032618522644043
+Urn culture_id (gamma)_4;0.2916666666666667;169.6671802997589
+Urn culture_id (gamma)_5;0.4583333333333333;0.020160675048828125
+Urn culture_id (gamma)_6;0.25;162.60732126235962
+Urn culture_id (gamma)_7;0.5;0.07516121864318848
+Urn culture_id (gamma)_8;0.2916666666666667;79.91587328910828
+Urn culture_id (gamma)_9;0.4375;0.044385671615600586
+ID;0.1875;4.407671689987183
+UN_0;0.625;0.020168066024780273
+UN_1;0.625;0.0199434757232666
+UN_2;0.625;0.0281524658203125
+UN_3;0.625;0.02615046501159668
+AN;0.75;0.03129911422729492
diff --git a/experiments/SAXp_size_4_12/features/margin.csv b/experiments/SAXp_size_4_12/features/margin.csv
new file mode 100644
index 0000000..f9c745e
--- /dev/null
+++ b/experiments/SAXp_size_4_12/features/margin.csv
@@ -0,0 +1,157 @@
+instance_id;value;time
+Impartial Culture_0;5.0;0.00099945068359375
+Impartial Culture_1;0.0;0.0
+Impartial Culture_2;2.0;0.0
+Impartial Culture_3;5.0;0.0
+Impartial Culture_4;4.0;0.0
+Impartial Culture_5;1.0;0.0
+Impartial Culture_6;11.0;0.0
+Impartial Culture_7;1.0;0.0
+Impartial Culture_8;1.0;0.0
+Impartial Culture_9;12.0;0.0
+IAC_0;2.0;0.0
+IAC_1;2.0;0.0
+IAC_2;1.0;0.0
+IAC_3;7.0;0.0
+IAC_4;8.0;0.0
+IAC_5;4.0;0.0
+IAC_6;1.0;0.0
+IAC_7;13.0;0.0
+IAC_8;5.0;0.0
+IAC_9;5.0;0.0009963512420654297
+SP by Conitzer_0;8.0;0.0
+SP by Conitzer_1;1.0;0.0
+SP by Conitzer_2;0.0;0.0
+SP by Conitzer_3;1.0;0.0
+SP by Conitzer_4;4.0;0.0
+SP by Conitzer_5;0.0;0.0
+SP by Conitzer_6;2.0;0.0
+SP by Conitzer_7;2.0;0.0
+SP by Conitzer_8;0.0;0.0
+SP by Conitzer_9;2.0;0.0
+SP by Walsh_0;6.0;0.0
+SP by Walsh_1;4.0;0.0
+SP by Walsh_2;3.0;0.0
+SP by Walsh_3;1.0;0.0
+SP by Walsh_4;5.0;0.0
+SP by Walsh_5;3.0;0.0
+SP by Walsh_6;1.0;0.0
+SP by Walsh_7;2.0;0.0
+SP by Walsh_8;2.0;0.0
+SP by Walsh_9;8.0;0.000997781753540039
+SPOC_0;2.0;0.0
+SPOC_1;1.0;0.0
+SPOC_2;1.0;0.0
+SPOC_3;3.0;0.0
+SPOC_4;3.0;0.0
+SPOC_5;1.0;0.0
+SPOC_6;2.0;0.0
+SPOC_7;6.0;0.0
+SPOC_8;1.0;0.0
+SPOC_9;0.0;0.0
+Group-Separable_0;4.0;0.0
+Group-Separable_1;2.0;0.0
+Group-Separable_2;6.0;0.0
+Group-Separable_3;0.0;0.0
+Group-Separable_4;4.0;0.0
+Group-Separable_5;0.0;0.0
+Group-Separable_6;2.0;0.0
+Group-Separable_7;0.0;0.0
+Group-Separable_8;4.0;0.0
+Group-Separable_9;10.0;0.0009970664978027344
+Single-Crossing_0;13.0;0.0
+Single-Crossing_1;4.0;0.0
+Single-Crossing_2;2.0;0.0
+Single-Crossing_3;2.0;0.0
+Single-Crossing_4;7.0;0.0
+Single-Crossing_5;15.0;0.0
+Single-Crossing_6;1.0;0.0
+Single-Crossing_7;12.0;0.0
+Single-Crossing_8;12.0;0.0
+Single-Crossing_9;4.0;0.0
+1D Interval_0;8.0;0.0
+1D Interval_1;3.0;0.0
+1D Interval_2;2.0;0.0
+1D Interval_3;5.0;0.0
+1D Interval_4;8.0;0.0
+1D Interval_5;4.0;0.0
+1D Interval_6;8.0;0.0
+1D Interval_7;3.0;0.0
+1D Interval_8;5.0;0.0
+1D Interval_9;1.0;0.000997781753540039
+2D Disc_0;11.0;0.0
+2D Disc_1;0.0;0.0
+2D Disc_2;4.0;0.0
+2D Disc_3;4.0;0.0
+2D Disc_4;2.0;0.0
+2D Disc_5;3.0;0.0
+2D Disc_6;1.0;0.0
+2D Disc_7;2.0;0.0
+2D Disc_8;1.0;0.0
+2D Disc_9;2.0;0.0
+3D Cube_0;5.0;0.0
+3D Cube_1;3.0;0.0
+3D Cube_2;14.0;0.0
+3D Cube_3;4.0;0.0009980201721191406
+3D Cube_4;1.0;0.0
+3D Cube_5;0.0;0.0
+3D Cube_6;11.0;0.0
+3D Cube_7;7.0;0.0
+3D Cube_8;7.0;0.0
+3D Cube_9;3.0;0.0
+2D Sphere_0;16.0;0.0
+2D Sphere_1;10.0;0.0
+2D Sphere_2;2.0;0.0
+2D Sphere_3;12.0;0.0
+2D Sphere_4;5.0;0.0
+2D Sphere_5;7.0;0.0
+2D Sphere_6;8.0;0.0
+2D Sphere_7;3.0;0.0
+2D Sphere_8;8.0;0.0
+2D Sphere_9;2.0;0.0
+3D Sphere_0;0.0;0.0
+3D Sphere_1;3.0;0.0
+3D Sphere_2;6.0;0.0009975433349609375
+3D Sphere_3;7.0;9.72747802734375e-05
+3D Sphere_4;1.0;0.0
+3D Sphere_5;11.0;0.0
+3D Sphere_6;1.0;0.0
+3D Sphere_7;0.0;0.0
+3D Sphere_8;1.0;0.0
+3D Sphere_9;11.0;0.0
+Urn culture_id 0.1_0;0.0;0.0
+Urn culture_id 0.1_1;2.0;0.0
+Urn culture_id 0.1_2;4.0;0.0
+Urn culture_id 0.1_3;2.0;0.0
+Urn culture_id 0.1_4;9.0;0.0
+Urn culture_id 0.1_5;0.0;0.0
+Urn culture_id 0.1_6;6.0;0.0
+Urn culture_id 0.1_7;7.0;0.0
+Urn culture_id 0.1_8;2.0;0.0
+Urn culture_id 0.1_9;4.0;0.0
+Norm-Mallows 0.5_0;13.0;0.0
+Norm-Mallows 0.5_1;4.0;0.0
+Norm-Mallows 0.5_2;1.0;0.0
+Norm-Mallows 0.5_3;1.0;0.0
+Norm-Mallows 0.5_4;9.0;0.0
+Norm-Mallows 0.5_5;10.0;0.0
+Norm-Mallows 0.5_6;10.0;0.0
+Norm-Mallows 0.5_7;1.0;0.0
+Norm-Mallows 0.5_8;0.0;0.0
+Norm-Mallows 0.5_9;5.0;0.0
+Urn culture_id (gamma)_0;11.0;0.0
+Urn culture_id (gamma)_1;4.0;0.0
+Urn culture_id (gamma)_2;3.0;0.0
+Urn culture_id (gamma)_3;2.0;0.0
+Urn culture_id (gamma)_4;9.0;0.0
+Urn culture_id (gamma)_5;0.0;0.0
+Urn culture_id (gamma)_6;11.0;0.0
+Urn culture_id (gamma)_7;1.0;0.0
+Urn culture_id (gamma)_8;7.0;0.0
+Urn culture_id (gamma)_9;1.0;0.0
+ID;12.0;0.0010330677032470703
+UN_0;0.0;0.0
+UN_1;0.0;0.0
+UN_2;0.0;0.0
+UN_3;0.0;0.0
+AN;0.0;0.0
diff --git a/experiments/SAXp_size_4_12/map.csv b/experiments/SAXp_size_4_12/map.csv
new file mode 100644
index 0000000..ff2df74
--- /dev/null
+++ b/experiments/SAXp_size_4_12/map.csv
@@ -0,0 +1,19 @@
+size;num_candidates;num_voters;culture_id;params;color;alpha;family_id;marker;path;label
+10;4;12;impartial_culture;{};black;1;Impartial Culture;p;{};Impartial Culture
+10;4;12;iac;{};black;0.7;IAC;o;{};IAC
+10;4;12;conitzer;{};limegreen;1;SP by Conitzer;^;{};SP by Conitzer
+10;4;12;walsh;{};olivedrab;1;SP by Walsh;^;{};SP by Walsh
+10;4;12;spoc_conitzer;{};DarkRed;0.7;SPOC;o;{};SPOC
+10;4;12;group-separable;{};blue;1;Group-Separable;o;{};Groupe-Separable
+10;4;12;single-crossing;{};purple;0.6;Single-Crossing;o;{};Single-Crossing
+10;4;12;1d_interval;{'dim': 1};DarkGreen;1;1D Interval;s;{};Interval
+10;4;12;2d_disc;{'dim': 2};Green;1;2D Disc;o;{};Disc
+10;4;12;3d_cube;{'dim': 3};ForestGreen;0.7;3D Cube;s;{};Cube
+10;4;12;2d_sphere;{'dim': 2};black;0.2;2D Sphere;o;{};Circle
+10;4;12;3d_sphere;{'dim': 3};black;0.4;3D Sphere;o;{};Sphere
+10;4;12;urn_model;{'alpha':0.1};Green;1;Urn culture_id 0.1;p;{};Urn 0.1
+10;4;12;norm-mallows;{'norm-phi':0.5};blue;1;Norm-Mallows 0.5;p;{};Mallows 0.5
+10;4;12;urn_model;{'alpha':0};yellow;1;Urn culture_id (gamma);3;{};Urn gamma
+1;4;12;real_identity;{};red;1;ID;o;{};ID
+4;4;12;un_from_matrix;{};red;1;UN;s;{};UN
+1;4;12;real_antagonism;{};red;1;AN;3;{};AN
diff --git a/scoring_rule_Xp.py b/scoring_rule_Xp.py
new file mode 100644
index 0000000..9c15734
--- /dev/null
+++ b/scoring_rule_Xp.py
@@ -0,0 +1,284 @@
+import numpy as np
+from pysat.solvers import Solver
+from pysat.examples.hitman import Hitman,Atom
+
+### Model
+# n : number of voters
+# m : number of candidates indexed from 0 to m-1
+# R : profile/rank matrix [ballot_0,ballot_1,...,ballot_{n-1}] where balllot_i is a list containing all candidates
+
+### NW instance
+# Object used to determin if a candidate is a NW under iterative modification of the partial rank matrix
+class NW_instance:
+ def __init__(self, R, v, w):
+ # R: rank matrix
+ self.R = R.astype(object)
+ # n,m: #voters,#candidates
+ (self.n,self.m) = np.shape(R)
+ # v: scoring rule weights vector
+ self.v = v
+ # w: winning candidate
+ self.w = w
+ # Xp: current partial rank matrix representing an explanation
+ self.Xp = None
+ # partial_scores: scores associated to the last modified row of Xp
+ self.partial_scores = np.full((self.n,self.m),None)
+ # total scores: scores associated to the current Xp
+ self.total_scores = np.full(self.m, None)
+ # NW: boolean indicating if w is a NW
+ self.NW = None
+ # temp_XXX: temporary variables used to easily revert the action of freeing/fixing entry i0,j0
+ self.temp_i0 = None
+ self.temp_j0 = None
+ self.temp_X_i0_j0 = None
+ self.temp_partial_scores = None
+ self.temp_total_scores = None
+ self.temp_NW = None
+
+ ## Determin if self.w is a necessary winner given S, the partial rank matrix used as a seed
+ ## also set the scores attributes
+ def is_NW(self,S):
+ self.Xp = S.astype(object)
+ for i in range(self.n):
+ first_free = None
+ last_free = None
+ for j in range(self.m):
+ c = self.Xp[i][j]
+ if c != None:
+ self.partial_scores[i][c] = self.v[j]
+ else:
+ if first_free == None:
+ first_free = j
+ if last_free == None or last_free < j:
+ last_free = j
+ # if one element of self.partial_scores[i] is None, there is at least one free entry and first_free and last_free are set
+ if self.partial_scores[i][self.w] == None:
+ self.partial_scores[i][self.w] = self.v[last_free]
+ for j in range(self.m):
+ if self.partial_scores[i][j] == None:
+ self.partial_scores[i][j] = self.v[first_free]
+ self.total_scores = np.sum(self.partial_scores, axis=0)
+ self.NW = self.total_scores[self.w] >= np.max(self.total_scores)
+ return self.NW
+
+ ## Fix the entry i0,j0 in Xp, the partial rank matrix
+ def fix_entry(self,i0,j0):
+ self.Xp[i0][j0] = self.R[i0][j0]
+ self.temp_X_i0_j0 = None
+ self.temp_partial_scores = np.full(self.m,None)
+ self.temp_i0 = i0
+ self.temp_j0 = j0
+ first_free = None
+ last_free = None
+ for j in range(self.m):
+ c = self.Xp[i0][j]
+ if c != None:
+ self.temp_partial_scores[c] = self.v[j]
+ else:
+ if first_free == None:
+ first_free = j
+ if last_free == None or last_free < j:
+ last_free = j
+ # if one element of self.partial_scores[i] is None, there is at least one free entry and first_free and last_free are set
+ if self.temp_partial_scores[self.w] == None:
+ self.temp_partial_scores[self.w] = self.v[last_free]
+ for j in range(self.m):
+ if self.temp_partial_scores[j] == None:
+ self.temp_partial_scores[j] = self.v[first_free]
+ self.temp_total_scores = self.total_scores + self.temp_partial_scores - self.partial_scores[i0]
+ self.temp_NW = self.temp_total_scores[self.w] >= np.max(self.temp_total_scores)
+ return self.temp_NW
+
+ ## Free the entry i0,j0 in Xp, the partial rank matrix
+ def free_entry(self,i0,j0):
+ self.Xp[i0][j0] = None
+ self.temp_X_i0_j0 = self.R[i0][j0]
+ self.temp_partial_scores = np.full(self.m,None)
+ self.temp_i0 = i0
+ self.temp_j0 = j0
+ first_free = None
+ last_free = None
+ for j in range(self.m):
+ c = self.Xp[i0][j]
+ if c != None:
+ self.temp_partial_scores[c] = self.v[j]
+ else:
+ if first_free == None:
+ first_free = j
+ if last_free == None or last_free < j:
+ last_free = j
+ # if one element of self.partial_scores[i] is None, there is at least one free entry and first_free and last_free are set
+ if self.temp_partial_scores[self.w] == None:
+ self.temp_partial_scores[self.w] = self.v[last_free]
+ for j in range(self.m):
+ if self.temp_partial_scores[j] == None:
+ self.temp_partial_scores[j] = self.v[first_free]
+ self.temp_total_scores = self.total_scores + self.temp_partial_scores - self.partial_scores[i0]
+ self.temp_NW = self.temp_total_scores[self.w] >= np.max(self.temp_total_scores)
+ return self.temp_NW
+
+ ## Push the ongoing modification of Xp (free/fix)
+ def push(self):
+ self.total_scores = self.temp_total_scores
+ self.partial_scores[self.temp_i0] = self.temp_partial_scores
+ self.NW = self.temp_NW
+ self.temp_i0 = None
+ self.temp_j0 = None
+ self.temp_X_i0_j0 = None
+ self.temp_partial_scores = None
+ self.temp_total_scores = None
+ self.temp_NW = None
+
+ ## Revert the ongoing modification of Xp (free/fix)
+ def revert(self):
+ self.Xp[self.temp_i0][self.temp_j0] = self.temp_X_i0_j0
+ self.temp_i0 = None
+ self.temp_j0 = None
+ self.temp_X_i0_j0 = None
+ self.temp_partial_scores = None
+ self.temp_total_scores = None
+ self.temp_NW = None
+
+
+### election
+# Object used to represent an election (Profile + weights vector of the scoring rule)
+class election:
+ def __init__(self,R,v):
+ self.w = None
+ self.R = R.astype(object)
+ self.v = v
+ (self.n,self.m) = np.shape(R)
+ self.final_scores = self.get_scores()
+
+ ## Compute score of a profile with a given scoring rule
+ def get_scores(self):
+ scores = np.zeros(self.m, dtype=int)
+ for ballot in self.R:
+ for j in range(self.m):
+ scores[ballot[j]] += self.v[j]
+ return scores
+
+ ## Set the winner which wil be used for computing the explanation
+ def set_winner(self,w):
+ if self.final_scores[w] < max(self.get_scores()):
+ print("The given candidate is not a winner in the election")
+ else:
+ self.w = w
+
+ ## Compute the complementary of a rank matrix S
+ def get_complementary(self,S):
+ return np.where(S != None, None, self.R)
+
+ ## Set the environment to run find_CXp_aux
+ def find_CXp(self,S):
+ instance = NW_instance(self.R, self.v, self.w)
+ if instance.is_NW(S):
+ print("Error: w in NW(S)")
+ else:
+ return self.find_CXp_aux(instance)
+
+ ## Computes a CXp [Algorithm 1]
+ def find_CXp_aux(self,instance):
+ set = np.argwhere(instance.Xp == None)
+ np.random.shuffle(set) # any ordering of the entries is valid, here we use a random one
+ for [i,j] in set:
+ instance.fix_entry(i,j)
+ if instance.temp_NW:
+ instance.revert()
+ else:
+ instance.push()
+ return self.get_complementary(instance.Xp)
+
+ ## Set the environment to run find_AXp_aux
+ def find_AXp(self,S):
+ instance = NW_instance(self.R, self.v, self.w)
+ if not instance.is_NW(S):
+ print("Error: w not in NW(S)")
+ else:
+ return self.find_AXp_aux(instance)
+
+ ## Computes a AXp [Algorithm 2]
+ def find_AXp_aux(self,instance):
+ set = np.argwhere(instance.Xp != None)
+ np.random.shuffle(set) # any ordering of the entries is valid, here we use a random one
+ for [i, j] in set:
+ if None not in instance.Xp[i]:
+ instance.free_entry(i, j)
+ instance.push()
+ self.ensure_Irr(instance,i,j) # elements in set which could be removed from the for loop are not, it does not break things but adds useless iterations
+ else:
+ instance.free_entry(i,j)
+ if not instance.temp_NW:
+ instance.revert()
+ else:
+ instance.push()
+ return instance.Xp
+
+ ## Ensure that the AXp is irredundant [Algorithm 3]
+ def ensure_Irr(self,instance,i,j0):
+ set2 = np.argwhere(instance.Xp[i] != None)
+ np.random.shuffle(set2)
+ for j in set2:
+ instance.free_entry(i,j)
+ if not instance.temp_NW:
+ instance.revert()
+ else:
+ instance.push()
+ return
+ instance.fix_entry(i,j0)
+ instance.push()
+
+ ## Enumerate all possible AXp and CXp using a SAT solver [Algorithm 4]
+ def enum_xp(self):
+ list_axp = []
+ list_cxp = []
+ s = Solver()
+ # a_{i,j} is encoded as l_{m*i+j+1} and l_{m*i+j+1} = True means that a_{i,j} is known
+ # first we remove the impossible points where every position but one is fixed in a ballot
+ for i in range(self.n):
+ for j in range(self.m):
+ s.add_clause([-(self.m * i + k + 1) if k != j else (self.m * i + k + 1) for k in range(self.m)])
+ while s.solve():
+ instance = NW_instance(self.R, self.v, self.w)
+ if instance.is_NW(self.sol_to_seed(s.get_model())):
+ axp = self.find_AXp_aux(instance)
+ list_axp.append(axp)
+ clause = list(self.axp_to_clause(axp))
+ s.add_clause(clause)
+ else:
+ cxp = self.find_CXp_aux(instance)
+ list_cxp.append(cxp)
+ clause = list(self.cxp_to_clause(cxp))
+ s.add_clause(clause)
+ s.delete()
+ return list_axp, list_cxp
+
+ ## Convert a solution returned by the SAT solver to a seed
+ def sol_to_seed(self,sol):
+ mask = np.reshape(np.array(sol),(self.n,self.m))
+ return np.where(mask<0,None,self.R)
+
+ ## Convert an AXp to a clause accepted by the SAT solver
+ def axp_to_clause(self,axp):
+ return [int(-(self.m * k[0] + k[1] + 1)) for k in np.argwhere(axp != None)]
+
+ ## Convert a CXp to a clause accepted by the SAT solver
+ def cxp_to_clause(self,cxp):
+ return [int(self.m * k[0] + k[1] + 1) for k in np.argwhere(cxp != None)]
+
+ ## Compute a smallest AXp by computing minimal hitting sets
+ def find_smallest_AXp(self):
+ # a_{i,j} is encoded as l_{m*i+j+1} and l_{m*i+j+1} = True means that a_{i,j} is known
+ # first we remove the impossible points where every position but one is fixed in a ballot
+ constraints = [[Atom(self.m*i+k+1,False) if k != j else Atom(self.m*i+k+1,True) for k in range(self.m)] for i in range(self.n) for j in range(self.m)]
+ hitman = Hitman(subject_to=constraints,htype='sorted')
+ while True:
+ instance = NW_instance(self.R, self.v, self.w)
+ S = self.sol_to_seed(hitman.get())
+ if instance.is_NW(S):
+ hitman.delete()
+ return S
+ else:
+ cxp = self.find_CXp_aux(instance)
+ clause = list(self.cxp_to_clause(cxp))
+ hitman.hit(clause)
--
GitLab