#!/usr/bin/env bash

export CUDA_VISIBLE_DEVICES=6,7

RUN_CONFIG=config_toan.yml

for fold in 0 1 2 3 4; do

    #stage 1

    log_name=densenet169-mw-512-$fold

    LOGDIR=/logs/rsna/test/${log_name}/

    catalyst-dl run \

        --config=./configs/${RUN_CONFIG} \

        --logdir=$LOGDIR \

        --out_dir=$LOGDIR:str \

        --monitoring_params/name=${log_name}:str \

        --stages/data_params/train_csv=./csv/patient2_kfold/train_$fold.csv:str \

        --stages/data_params/valid_csv=./csv/patient2_kfold/valid_$fold.csv:str \

        --verbose

done