--- a +++ b/bin/multi_size.sh @@ -0,0 +1,26 @@ +#!/usr/bin/env bash + +export CUDA_VISIBLE_DEVICES=0,1 +RUN_CONFIG=multi_size.yml + + +model_name=alexnet +WANDB=1 +for fold in 0 1 2 3 4; do + # Train and test csv + train_csv=./csv/patient2_kfold/train_$fold.csv + valid_csv=./csv/patient2_kfold/valid_$fold.csv + + #stage 1 + log_name=${model_name}-mww-512-$fold + LOGDIR=/logs/rsna/test/${log_name}/ + USE_WANDB=${WANDB} catalyst-dl run \ + --config=./configs/${RUN_CONFIG} \ + --logdir=$LOGDIR \ + --out_dir=$LOGDIR:str \ + --monitoring_params/name=${log_name}:str \ + --model_params/model_name=${model_name}:str \ + --stages/data_params/train_csv=${train_csv}:str \ + --stages/data_params/valid_csv=${valid_csv}:str \ + --verbose +done \ No newline at end of file