#!/usr/bin/env bash

# bare classifier
python pytorch_classifier.py --num_epochs 6 --data_path '../sharedtask2023/data'

# Train the adapters:
python make_adapter.py --num_epochs 15 --data_path '../sharedtask2023/data' --freeze_layers 'layer.1;layer.2;layer.3'
python make_adapter.py --num_epochs 15 --data_path '../sharedtask2023/data' --freeze_layers 'layer.1'

# Run classifiers with adapters
python adapter_classifier.py --num_epochs 3 --data_path '../sharedtask2023/data' --adapter_name 'adapter_15-epochs_frozen-1'
python adapter_classifier.py --num_epochs 4 --data_path '../sharedtask2023/data' --adapter_name 'adapter_15-epochs_frozen-1-2-3'