SMART/LogitsGap/scripts/loss_test.bash

#!/bin/bash

export CUDA_VISIBLE_DEVICES=3

models=("resnet50")
losses=('soft_ece' 'MSE' 'brier' 'CE')
valid_sizes=("0.00025" "0.0005" "0.001" "0.002" "0.004" "0.008" "0.016" "0.032" "0.064" "0.128" "0.2")


for model in "${models[@]}"; do
    for valid_size in "${valid_sizes[@]}"; do
        for loss in "${losses[@]}"; do
            python ../shats_pure_logits.py --model "$model" --dataset imagenet_c --run_methods "SHATS" --valid_size "$valid_size" --shats_loss "$loss" 
        done
    done
done