--- a
+++ b/bin/train_toan_resume.sh
@@ -0,0 +1,20 @@
+#!/usr/bin/env bash
+
+export CUDA_VISIBLE_DEVICES=4,6
+RUN_CONFIG=config_toan_resume.yml
+
+
+for fold in 0 1 2 3 4; do
+    #stage 1
+    log_name=densenet169-mw-512-resume-$fold
+    LOGDIR=/logs/rsna/test/${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 \
+        --stages/stage1/callbacks_params/saver/resume=/logs/rsna/test/densenet169-mw-512-$fold/checkpoints/best_full.pth:str \
+        --verbose
+done
\ No newline at end of file