@echo "Start Train K-Folds Full-Size"

@echo "Train ResNet50"
python RARP_NVB.py --Phase "train" --Fold 0 --Remove_Blackbar 1 --Model 0 --Log_Name "log_ResNet50_X9" -tl 1 -roi 8 --maxEpochs 120 -lc "./log_ResNet50_X8/lightning_logs/version_0/checkpoints/RARP-epoch=11.ckpt"
python RARP_NVB.py --Phase "train" --Fold 1 --Remove_Blackbar 1 --Model 0 --Log_Name "log_ResNet50_X9" -tl 1 -roi 8 --maxEpochs 120 -lc "./log_ResNet50_X8/lightning_logs/version_1/checkpoints/RARP-epoch=5.ckpt"
python RARP_NVB.py --Phase "train" --Fold 2 --Remove_Blackbar 1 --Model 0 --Log_Name "log_ResNet50_X9" -tl 1 -roi 8 --maxEpochs 120 -lc "./log_ResNet50_X8/lightning_logs/version_2/checkpoints/RARP-epoch=14.ckpt"
python RARP_NVB.py --Phase "train" --Fold 3 --Remove_Blackbar 1 --Model 0 --Log_Name "log_ResNet50_X9" -tl 1 -roi 8 --maxEpochs 120 -lc "./log_ResNet50_X8/lightning_logs/version_3/checkpoints/RARP-epoch=9.ckpt"
python RARP_NVB.py --Phase "train" --Fold 4 --Remove_Blackbar 1 --Model 0 --Log_Name "log_ResNet50_X9" -tl 1 -roi 8 --maxEpochs 120 -lc "./log_ResNet50_X8/lightning_logs/version_4/checkpoints/RARP-epoch=17.ckpt"
@echo "Train ResNet18"
python RARP_NVB.py --Phase "train" --Fold 0 --Remove_Blackbar 1 --Model 1 --Log_Name "log_restnet18_X9" -tl 1 -roi 8 --maxEpochs 120 -lc "./log_restnet18_X8/lightning_logs/version_0/checkpoints/RARP-epoch=9.ckpt"
python RARP_NVB.py --Phase "train" --Fold 1 --Remove_Blackbar 1 --Model 1 --Log_Name "log_restnet18_X9" -tl 1 -roi 8 --maxEpochs 120 -lc "./log_restnet18_X8/lightning_logs/version_1/checkpoints/RARP-epoch=23.ckpt"
python RARP_NVB.py --Phase "train" --Fold 2 --Remove_Blackbar 1 --Model 1 --Log_Name "log_restnet18_X9" -tl 1 -roi 8 --maxEpochs 120 -lc "./log_restnet18_X8/lightning_logs/version_2/checkpoints/RARP-epoch=9.ckpt"
python RARP_NVB.py --Phase "train" --Fold 3 --Remove_Blackbar 1 --Model 1 --Log_Name "log_restnet18_X9" -tl 1 -roi 8 --maxEpochs 120 -lc "./log_restnet18_X8/lightning_logs/version_3/checkpoints/RARP-epoch=5.ckpt"
python RARP_NVB.py --Phase "train" --Fold 4 --Remove_Blackbar 1 --Model 1 --Log_Name "log_restnet18_X9" -tl 1 -roi 8 --maxEpochs 120 -lc "./log_restnet18_X8/lightning_logs/version_4/checkpoints/RARP-epoch=7.ckpt"
@echo "Train MobileNetV2"
python RARP_NVB.py --Phase "train" --Fold 0 --Remove_Blackbar 1 --Model 2 --Log_Name "log_MobileNetV2_X9" -tl 1 -roi 8 --maxEpochs 120 -lc "./log_MobileNetV2_X8/lightning_logs/version_0/checkpoints/RARP-epoch=22.ckpt"
python RARP_NVB.py --Phase "train" --Fold 1 --Remove_Blackbar 1 --Model 2 --Log_Name "log_MobileNetV2_X9" -tl 1 -roi 8 --maxEpochs 120 -lc "./log_MobileNetV2_X8/lightning_logs/version_1/checkpoints/RARP-epoch=48.ckpt"
python RARP_NVB.py --Phase "train" --Fold 2 --Remove_Blackbar 1 --Model 2 --Log_Name "log_MobileNetV2_X9" -tl 1 -roi 8 --maxEpochs 120 -lc "./log_MobileNetV2_X8/lightning_logs/version_2/checkpoints/RARP-epoch=23.ckpt"
python RARP_NVB.py --Phase "train" --Fold 3 --Remove_Blackbar 1 --Model 2 --Log_Name "log_MobileNetV2_X9" -tl 1 -roi 8 --maxEpochs 120 -lc "./log_MobileNetV2_X8/lightning_logs/version_3/checkpoints/RARP-epoch=6.ckpt"
python RARP_NVB.py --Phase "train" --Fold 4 --Remove_Blackbar 1 --Model 2 --Log_Name "log_MobileNetV2_X9" -tl 1 -roi 8 --maxEpochs 120 -lc "./log_MobileNetV2_X8/lightning_logs/version_4/checkpoints/RARP-epoch=32.ckpt"
@echo "Train EfficientNetV2"
python RARP_NVB.py --Phase "train" --Fold 0 --Remove_Blackbar 1 --Model 3 --Log_Name "log_EfficientNetV2_X9" -tl 1 -roi 8 --maxEpochs 120 -lc "./log_EfficientNetV2_X8/lightning_logs/version_0/checkpoints/RARP-epoch=2.ckpt"
python RARP_NVB.py --Phase "train" --Fold 1 --Remove_Blackbar 1 --Model 3 --Log_Name "log_EfficientNetV2_X9" -tl 1 -roi 8 --maxEpochs 120 -lc "./log_EfficientNetV2_X8/lightning_logs/version_1/checkpoints/RARP-epoch=6.ckpt"
python RARP_NVB.py --Phase "train" --Fold 2 --Remove_Blackbar 1 --Model 3 --Log_Name "log_EfficientNetV2_X9" -tl 1 -roi 8 --maxEpochs 120 -lc "./log_EfficientNetV2_X8/lightning_logs/version_2/checkpoints/RARP-epoch=3.ckpt"
python RARP_NVB.py --Phase "train" --Fold 3 --Remove_Blackbar 1 --Model 3 --Log_Name "log_EfficientNetV2_X9" -tl 1 -roi 8 --maxEpochs 120 -lc "./log_EfficientNetV2_X8/lightning_logs/version_3/checkpoints/RARP-epoch=5.ckpt"
python RARP_NVB.py --Phase "train" --Fold 4 --Remove_Blackbar 1 --Model 3 --Log_Name "log_EfficientNetV2_X9" -tl 1 -roi 8 --maxEpochs 120 -lc "./log_EfficientNetV2_X8/lightning_logs/version_4/checkpoints/RARP-epoch=20.ckpt"
@echo "Train DenseNet169"
python RARP_NVB.py --Phase "train" --Fold 0 --Remove_Blackbar 1 --Model 5 --Log_Name "log_DenseNet169_X9" -tl 1 -roi 8 --maxEpochs 120 -lc "./log_DenseNet169_X8/lightning_logs/version_0/checkpoints/RARP-epoch=6.ckpt"
python RARP_NVB.py --Phase "train" --Fold 1 --Remove_Blackbar 1 --Model 5 --Log_Name "log_DenseNet169_X9" -tl 1 -roi 8 --maxEpochs 120 -lc "./log_DenseNet169_X8/lightning_logs/version_1/checkpoints/RARP-epoch=14.ckpt" 
python RARP_NVB.py --Phase "train" --Fold 2 --Remove_Blackbar 1 --Model 5 --Log_Name "log_DenseNet169_X9" -tl 1 -roi 8 --maxEpochs 120 -lc "./log_DenseNet169_X8/lightning_logs/version_2/checkpoints/RARP-epoch=4.ckpt"
python RARP_NVB.py --Phase "train" --Fold 3 --Remove_Blackbar 1 --Model 5 --Log_Name "log_DenseNet169_X9" -tl 1 -roi 8 --maxEpochs 120 -lc "./log_DenseNet169_X8/lightning_logs/version_3/checkpoints/RARP-epoch=1.ckpt"
python RARP_NVB.py --Phase "train" --Fold 4 --Remove_Blackbar 1 --Model 5 --Log_Name "log_DenseNet169_X9" -tl 1 -roi 8 --maxEpochs 120 -lc "./log_DenseNet169_X8/lightning_logs/version_4/checkpoints/RARP-epoch=1.ckpt"
@echo "Finish Training"


