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RARP / TrainKFolds_RARP2.bat
@delAguila delAguila on 12 Dec 2024 18 KB T-SV3R1
@echo "Start Train K-Folds Full-size"

goto phace2

@echo "Train ResNet50_V1"
python RARP_NVB.py --Phase "train" --Fold 0 --Remove_Blackbar 1 --Model 6 --Log_Name "log_ResNet50_X8_mas8_V1" -roi 7 -tl 1 --Metadata "./DataSet_smallBalaced/data.xlsx" --ExtraNeurons 8
python RARP_NVB.py --Phase "train" --Fold 1 --Remove_Blackbar 1 --Model 6 --Log_Name "log_ResNet50_X8_mas8_V1" -roi 7 -tl 1 --Metadata "./DataSet_smallBalaced/data.xlsx" --ExtraNeurons 8
python RARP_NVB.py --Phase "train" --Fold 2 --Remove_Blackbar 1 --Model 6 --Log_Name "log_ResNet50_X8_mas8_V1" -roi 7 -tl 1 --Metadata "./DataSet_smallBalaced/data.xlsx" --ExtraNeurons 8
python RARP_NVB.py --Phase "train" --Fold 3 --Remove_Blackbar 1 --Model 6 --Log_Name "log_ResNet50_X8_mas8_V1" -roi 7 -tl 1 --Metadata "./DataSet_smallBalaced/data.xlsx" --ExtraNeurons 8
python RARP_NVB.py --Phase "train" --Fold 4 --Remove_Blackbar 1 --Model 6 --Log_Name "log_ResNet50_X8_mas8_V1" -roi 7 -tl 1 --Metadata "./DataSet_smallBalaced/data.xlsx" --ExtraNeurons 8

@echo "Train ResNet50_V2"
python RARP_NVB.py --Phase "train" --Fold 0 --Remove_Blackbar 1 --Model 11 --Log_Name "log_ResNet50_X8_mas8_V2" -roi 7 -tl 1 --Metadata "./DataSet_smallBalaced/data.xlsx" --ExtraNeurons 8
python RARP_NVB.py --Phase "train" --Fold 1 --Remove_Blackbar 1 --Model 11 --Log_Name "log_ResNet50_X8_mas8_V2" -roi 7 -tl 1 --Metadata "./DataSet_smallBalaced/data.xlsx" --ExtraNeurons 8
python RARP_NVB.py --Phase "train" --Fold 2 --Remove_Blackbar 1 --Model 11 --Log_Name "log_ResNet50_X8_mas8_V2" -roi 7 -tl 1 --Metadata "./DataSet_smallBalaced/data.xlsx" --ExtraNeurons 8
python RARP_NVB.py --Phase "train" --Fold 3 --Remove_Blackbar 1 --Model 11 --Log_Name "log_ResNet50_X8_mas8_V2" -roi 7 -tl 1 --Metadata "./DataSet_smallBalaced/data.xlsx" --ExtraNeurons 8
python RARP_NVB.py --Phase "train" --Fold 4 --Remove_Blackbar 1 --Model 11 --Log_Name "log_ResNet50_X8_mas8_V2" -roi 7 -tl 1 --Metadata "./DataSet_smallBalaced/data.xlsx" --ExtraNeurons 8

@echo "Train ResNet50_V3"
python RARP_NVB.py --Phase "train" --Fold 0 --Remove_Blackbar 1 --Model 12 --Log_Name "log_ResNet50_X8_mas8_V3" -roi 7 -tl 1 --Metadata "./DataSet_smallBalaced/data.xlsx" --ExtraNeurons 8
python RARP_NVB.py --Phase "train" --Fold 1 --Remove_Blackbar 1 --Model 12 --Log_Name "log_ResNet50_X8_mas8_V3" -roi 7 -tl 1 --Metadata "./DataSet_smallBalaced/data.xlsx" --ExtraNeurons 8
python RARP_NVB.py --Phase "train" --Fold 2 --Remove_Blackbar 1 --Model 12 --Log_Name "log_ResNet50_X8_mas8_V3" -roi 7 -tl 1 --Metadata "./DataSet_smallBalaced/data.xlsx" --ExtraNeurons 8
python RARP_NVB.py --Phase "train" --Fold 3 --Remove_Blackbar 1 --Model 12 --Log_Name "log_ResNet50_X8_mas8_V3" -roi 7 -tl 1 --Metadata "./DataSet_smallBalaced/data.xlsx" --ExtraNeurons 8
python RARP_NVB.py --Phase "train" --Fold 4 --Remove_Blackbar 1 --Model 12 --Log_Name "log_ResNet50_X8_mas8_V3" -roi 7 -tl 1 --Metadata "./DataSet_smallBalaced/data.xlsx" --ExtraNeurons 8
goto fin
@echo "Train ResNet50"
python RARP_NVB.py --Phase "train" --Fold 0 --Remove_Blackbar 1 --Model 9 --Log_Name "log_ResNet50_Deep_X8" -roi 7 -tl 1 
python RARP_NVB.py --Phase "train" --Fold 1 --Remove_Blackbar 1 --Model 9 --Log_Name "log_ResNet50_Deep_X8" -roi 7 -tl 1 
python RARP_NVB.py --Phase "train" --Fold 2 --Remove_Blackbar 1 --Model 9 --Log_Name "log_ResNet50_Deep_X8" -roi 7 -tl 1 
python RARP_NVB.py --Phase "train" --Fold 3 --Remove_Blackbar 1 --Model 9 --Log_Name "log_ResNet50_Deep_X8" -roi 7 -tl 1 
python RARP_NVB.py --Phase "train" --Fold 4 --Remove_Blackbar 1 --Model 9 --Log_Name "log_ResNet50_Deep_X8" -roi 7 -tl 1 

@echo "Train EfficientNetV2"
python RARP_NVB.py --Phase "train" --Fold 0 --Remove_Blackbar 1 --Model 10 --Log_Name "log_EfficientNetV2_Deep_X9" -roi 9 -tl 1 
python RARP_NVB.py --Phase "train" --Fold 1 --Remove_Blackbar 1 --Model 10 --Log_Name "log_EfficientNetV2_Deep_X9" -roi 9 -tl 1 
python RARP_NVB.py --Phase "train" --Fold 2 --Remove_Blackbar 1 --Model 10 --Log_Name "log_EfficientNetV2_Deep_X9" -roi 9 -tl 1 
python RARP_NVB.py --Phase "train" --Fold 3 --Remove_Blackbar 1 --Model 10 --Log_Name "log_EfficientNetV2_Deep_X9" -roi 9 -tl 1 
python RARP_NVB.py --Phase "train" --Fold 4 --Remove_Blackbar 1 --Model 10 --Log_Name "log_EfficientNetV2_Deep_X9" -roi 9 -tl 1 

@echo "Train ResNet50"
python RARP_NVB.py --Phase "train" --Fold 0 --Remove_Blackbar 1 --Model 0 --Log_Name "log_ResNet50_X10_Review" -roi 13 -tl 1 
python RARP_NVB.py --Phase "train" --Fold 1 --Remove_Blackbar 1 --Model 0 --Log_Name "log_ResNet50_X10_Review" -roi 13 -tl 1  
python RARP_NVB.py --Phase "train" --Fold 2 --Remove_Blackbar 1 --Model 0 --Log_Name "log_ResNet50_X10_Review" -roi 13 -tl 1  
python RARP_NVB.py --Phase "train" --Fold 3 --Remove_Blackbar 1 --Model 0 --Log_Name "log_ResNet50_X10_Review" -roi 13 -tl 1  
python RARP_NVB.py --Phase "train" --Fold 4 --Remove_Blackbar 1 --Model 0 --Log_Name "log_ResNet50_X10_Review" -roi 13 -tl 1 
goto fin

@echo "Train ResNet50_Deep"
python RARP_NVB.py --Phase "train" --Fold 0 --Remove_Blackbar 1 --Model 9 --Log_Name "log_ResNet50_Deep_X10_R" -roi 14 -tl 1 
python RARP_NVB.py --Phase "train" --Fold 1 --Remove_Blackbar 1 --Model 9 --Log_Name "log_ResNet50_Deep_X10_R" -roi 14 -tl 1  
python RARP_NVB.py --Phase "train" --Fold 2 --Remove_Blackbar 1 --Model 9 --Log_Name "log_ResNet50_Deep_X10_R" -roi 14 -tl 1  
python RARP_NVB.py --Phase "train" --Fold 3 --Remove_Blackbar 1 --Model 9 --Log_Name "log_ResNet50_Deep_X10_R" -roi 14 -tl 1 
python RARP_NVB.py --Phase "train" --Fold 4 --Remove_Blackbar 1 --Model 9 --Log_Name "log_ResNet50_Deep_X10_R" -roi 14 -tl 1 

@echo "Train ResNet18"
python RARP_NVB.py --Phase "train" --Fold 0 --Remove_Blackbar 1 --Model 1 --Log_Name "log_restnet18_X10_1" -roi 12 -tl 1  
python RARP_NVB.py --Phase "train" --Fold 1 --Remove_Blackbar 1 --Model 1 --Log_Name "log_restnet18_X10_1" -roi 12 -tl 1  
python RARP_NVB.py --Phase "train" --Fold 2 --Remove_Blackbar 1 --Model 1 --Log_Name "log_restnet18_X10_1" -roi 12 -tl 1  
python RARP_NVB.py --Phase "train" --Fold 3 --Remove_Blackbar 1 --Model 1 --Log_Name "log_restnet18_X10_1" -roi 12 -tl 1  
python RARP_NVB.py --Phase "train" --Fold 4 --Remove_Blackbar 1 --Model 1 --Log_Name "log_restnet18_X10_1" -roi 12 -tl 1 
@echo "Train MobileNetV2"
python RARP_NVB.py --Phase "train" --Fold 0 --Remove_Blackbar 1 --Model 2 --Log_Name "log_MobileNetV2_X10_1" -roi 12 -tl 1 
python RARP_NVB.py --Phase "train" --Fold 1 --Remove_Blackbar 1 --Model 2 --Log_Name "log_MobileNetV2_X10_1" -roi 12 -tl 1 
python RARP_NVB.py --Phase "train" --Fold 2 --Remove_Blackbar 1 --Model 2 --Log_Name "log_MobileNetV2_X10_1" -roi 12 -tl 1 
python RARP_NVB.py --Phase "train" --Fold 3 --Remove_Blackbar 1 --Model 2 --Log_Name "log_MobileNetV2_X10_1" -roi 12 -tl 1 
python RARP_NVB.py --Phase "train" --Fold 4 --Remove_Blackbar 1 --Model 2 --Log_Name "log_MobileNetV2_X10_1" -roi 12 -tl 1 
@echo "Train EfficientNetV2"
python RARP_NVB.py --Phase "train" --Fold 0 --Remove_Blackbar 1 --Model 3 --Log_Name "log_EfficientNetV2_X10_1" -roi 12 -tl 1 
python RARP_NVB.py --Phase "train" --Fold 1 --Remove_Blackbar 1 --Model 3 --Log_Name "log_EfficientNetV2_X10_1" -roi 12 -tl 1 
python RARP_NVB.py --Phase "train" --Fold 2 --Remove_Blackbar 1 --Model 3 --Log_Name "log_EfficientNetV2_X10_1" -roi 12 -tl 1 
python RARP_NVB.py --Phase "train" --Fold 3 --Remove_Blackbar 1 --Model 3 --Log_Name "log_EfficientNetV2_X10_1" -roi 12 -tl 1 
python RARP_NVB.py --Phase "train" --Fold 4 --Remove_Blackbar 1 --Model 3 --Log_Name "log_EfficientNetV2_X10_1" -roi 12 -tl 1 

@echo "Train VAN"
python RARP_NVB.py --Phase "train" --Fold 0 --Remove_Blackbar 1 --Model 13 --Log_Name "log_VAN_X10" -roi 12 -tl 1 
python RARP_NVB.py --Phase "train" --Fold 1 --Remove_Blackbar 1 --Model 13 --Log_Name "log_VAN_X10" -roi 12 -tl 1 
python RARP_NVB.py --Phase "train" --Fold 2 --Remove_Blackbar 1 --Model 13 --Log_Name "log_VAN_X10" -roi 12 -tl 1 
python RARP_NVB.py --Phase "train" --Fold 3 --Remove_Blackbar 1 --Model 13 --Log_Name "log_VAN_X10" -roi 12 -tl 1 
python RARP_NVB.py --Phase "train" --Fold 4 --Remove_Blackbar 1 --Model 13 --Log_Name "log_VAN_X10" -roi 12 -tl 1
goto fin
@echo "Train DenseNet169"
python RARP_NVB.py --Phase "train" --Fold 0 --Remove_Blackbar 1 --Model 5 --Log_Name "log_DenseNet169_X9" -roi 12 -tl 1  
python RARP_NVB.py --Phase "train" --Fold 1 --Remove_Blackbar 1 --Model 5 --Log_Name "log_DenseNet169_X9" -roi 12 -tl 1   
python RARP_NVB.py --Phase "train" --Fold 2 --Remove_Blackbar 1 --Model 5 --Log_Name "log_DenseNet169_X9" -roi 12 -tl 1  
python RARP_NVB.py --Phase "train" --Fold 3 --Remove_Blackbar 1 --Model 5 --Log_Name "log_DenseNet169_X9" -roi 12 -tl 1  
python RARP_NVB.py --Phase "train" --Fold 4 --Remove_Blackbar 1 --Model 5 --Log_Name "log_DenseNet169_X9" -roi 12 -tl 1  

@echo "Train ResNet50+VAN"
python RARP_NVB.py --Phase "train" --Fold 0 --Remove_Blackbar 1 --Model 15  --Log_Name "log_ResNet50+VAN_X10" -roi 12 -tl 1
python RARP_NVB.py --Phase "train" --Fold 1 --Remove_Blackbar 1 --Model 15  --Log_Name "log_ResNet50+VAN_X10" -roi 12 -tl 1
python RARP_NVB.py --Phase "train" --Fold 2 --Remove_Blackbar 1 --Model 15  --Log_Name "log_ResNet50+VAN_X10" -roi 12 -tl 1
python RARP_NVB.py --Phase "train" --Fold 3 --Remove_Blackbar 1 --Model 15  --Log_Name "log_ResNet50+VAN_X10" -roi 12 -tl 1
python RARP_NVB.py --Phase "train" --Fold 4 --Remove_Blackbar 1 --Model 15  --Log_Name "log_ResNet50+VAN_X10" -roi 12 -tl 1


@echo "Train SSL ResNet50Deep (T-S)"
python RARP_NVB.py --Phase "train" --Fold 0 --Remove_Blackbar 1 --Model 16  --Log_Name "log_ResNet50DeepSSL_X10" -roi 12 -tl 1
python RARP_NVB.py --Phase "train" --Fold 1 --Remove_Blackbar 1 --Model 16  --Log_Name "log_ResNet50DeepSSL_X10" -roi 12 -tl 1
python RARP_NVB.py --Phase "train" --Fold 2 --Remove_Blackbar 1 --Model 16  --Log_Name "log_ResNet50DeepSSL_X10" -roi 12 -tl 1
python RARP_NVB.py --Phase "train" --Fold 3 --Remove_Blackbar 1 --Model 16  --Log_Name "log_ResNet50DeepSSL_X10" -roi 12 -tl 1
python RARP_NVB.py --Phase "train" --Fold 4 --Remove_Blackbar 1 --Model 16  --Log_Name "log_ResNet50DeepSSL_X10" -roi 12 -tl 1

@echo "Train SSL ResNet50Deep DINO ROI"
python RARP_NVB.py --Phase "train" --Fold 0 --Remove_Blackbar 1 --Model 17 --Log_Name "log_DINO_X11_label" -roi 12 -tl 1
python RARP_NVB.py --Phase "train" --Fold 1 --Remove_Blackbar 1 --Model 17 --Log_Name "log_DINO_X11_label" -roi 12 -tl 1
python RARP_NVB.py --Phase "train" --Fold 2 --Remove_Blackbar 1 --Model 17 --Log_Name "log_DINO_X11_label" -roi 12 -tl 1
python RARP_NVB.py --Phase "train" --Fold 3 --Remove_Blackbar 1 --Model 17 --Log_Name "log_DINO_X11_label" -roi 12 -tl 1
python RARP_NVB.py --Phase "train" --Fold 4 --Remove_Blackbar 1 --Model 17 --Log_Name "log_DINO_X11_label" -roi 12 -tl 1


:phace2
@echo "Train ResNet50 MultiNVB"
python RARP_NVB.py --Phase "train" --Fold 0 --Remove_Blackbar 1 --Model 14 --Log_Name "log_X14_RN50" -roi 20 --Workers 5 -me 50
python RARP_NVB.py --Phase "train" --Fold 1 --Remove_Blackbar 1 --Model 14 --Log_Name "log_X14_RN50" -roi 20 --Workers 5 -me 50
python RARP_NVB.py --Phase "train" --Fold 2 --Remove_Blackbar 1 --Model 14 --Log_Name "log_X14_RN50" -roi 20 --Workers 5 -me 50
python RARP_NVB.py --Phase "train" --Fold 3 --Remove_Blackbar 1 --Model 14 --Log_Name "log_X14_RN50" -roi 20 --Workers 5 -me 50
python RARP_NVB.py --Phase "train" --Fold 4 --Remove_Blackbar 1 --Model 14 --Log_Name "log_X14_RN50" -roi 20 --Workers 5 -me 50
goto fin 
@echo "Train SSL VAN DINO Full-Size MultiNVB"
python RARP_NVB.py --Phase "train" --Fold 0 --Remove_Blackbar 1 --Model 20 --Log_Name "log_X14_van_DINO" -roi 20 -me 55 --Workers 5
python RARP_NVB.py --Phase "train" --Fold 1 --Remove_Blackbar 1 --Model 20 --Log_Name "log_X14_van_DINO" -roi 20 -me 55 --Workers 5
python RARP_NVB.py --Phase "train" --Fold 2 --Remove_Blackbar 1 --Model 20 --Log_Name "log_X14_van_DINO" -roi 20 -me 55 --Workers 5
python RARP_NVB.py --Phase "train" --Fold 3 --Remove_Blackbar 1 --Model 20 --Log_Name "log_X14_van_DINO" -roi 20 -me 55 --Workers 5
python RARP_NVB.py --Phase "train" --Fold 4 --Remove_Blackbar 1 --Model 20 --Log_Name "log_X14_van_DINO" -roi 20 -me 55 --Workers 5


@echo "Train SSL VAN DINO Full-Size"
python RARP_NVB.py --Phase "train" --Fold 0 --Remove_Blackbar 1 --Model 19 --Log_Name "log_X13_van" -roi 17 -tl 1 -me 100 --Workers 5
python RARP_NVB.py --Phase "train" --Fold 1 --Remove_Blackbar 1 --Model 19 --Log_Name "log_X13_van" -roi 17 -tl 1 -me 100 --Workers 5
python RARP_NVB.py --Phase "train" --Fold 2 --Remove_Blackbar 1 --Model 19 --Log_Name "log_X13_van" -roi 17 -tl 1 -me 100 --Workers 5
python RARP_NVB.py --Phase "train" --Fold 3 --Remove_Blackbar 1 --Model 19 --Log_Name "log_X13_van" -roi 17 -tl 1 -me 100 --Workers 5
python RARP_NVB.py --Phase "train" --Fold 4 --Remove_Blackbar 1 --Model 19 --Log_Name "log_X13_van" -roi 17 -tl 1 -me 100 --Workers 5

@echo "Train SSL VAN DINO Full-Size"
python RARP_NVB.py --Phase "train" --Fold 0 --Remove_Blackbar 1 --Model 20 --Log_Name "log_X13_van_DINO" -roi 17 -tl 1 -me 100 --Workers 5
python RARP_NVB.py --Phase "train" --Fold 1 --Remove_Blackbar 1 --Model 20 --Log_Name "log_X13_van_DINO" -roi 17 -tl 1 -me 100 --Workers 5
python RARP_NVB.py --Phase "train" --Fold 2 --Remove_Blackbar 1 --Model 20 --Log_Name "log_X13_van_DINO" -roi 17 -tl 1 -me 100 --Workers 5
python RARP_NVB.py --Phase "train" --Fold 3 --Remove_Blackbar 1 --Model 20 --Log_Name "log_X13_van_DINO" -roi 17 -tl 1 -me 100 --Workers 5
python RARP_NVB.py --Phase "train" --Fold 4 --Remove_Blackbar 1 --Model 20 --Log_Name "log_X13_van_DINO" -roi 17 -tl 1 -me 100 --Workers 5

@echo "Train SSL VAN DINO Full-Size"
python RARP_NVB.py --Phase "train" --Fold 0 --Remove_Blackbar 1 --Model 15 --Log_Name "log_X12_VAN_Review" -roi 17 -tl 1 --Workers 5
python RARP_NVB.py --Phase "train" --Fold 1 --Remove_Blackbar 1 --Model 15 --Log_Name "log_X12_VAN_Review" -roi 17 -tl 1 --Workers 5
python RARP_NVB.py --Phase "train" --Fold 2 --Remove_Blackbar 1 --Model 15 --Log_Name "log_X12_VAN_Review" -roi 17 -tl 1 --Workers 5
python RARP_NVB.py --Phase "train" --Fold 3 --Remove_Blackbar 1 --Model 15 --Log_Name "log_X12_VAN_Review" -roi 17 -tl 1 --Workers 5
python RARP_NVB.py --Phase "train" --Fold 4 --Remove_Blackbar 1 --Model 15 --Log_Name "log_X12_VAN_Review" -roi 17 -tl 1 --Workers 5

@echo "Train SSL VAN DINO Full-Size"
python RARP_NVB.py --Phase "train" --Fold 0 --Remove_Blackbar 1 --Model 15 --Log_Name "log_X12_VAN_Review" -roi 17 -tl 1
python RARP_NVB.py --Phase "train" --Fold 1 --Remove_Blackbar 1 --Model 15 --Log_Name "log_X12_VAN_Review" -roi 17 -tl 1
python RARP_NVB.py --Phase "train" --Fold 2 --Remove_Blackbar 1 --Model 15 --Log_Name "log_X12_VAN_Review" -roi 17 -tl 1
python RARP_NVB.py --Phase "train" --Fold 3 --Remove_Blackbar 1 --Model 15 --Log_Name "log_X12_VAN_Review" -roi 17 -tl 1
python RARP_NVB.py --Phase "train" --Fold 4 --Remove_Blackbar 1 --Model 15 --Log_Name "log_X12_VAN_Review" -roi 17 -tl 1

@echo "Train SSL VAN DINO Full-Size"
python RARP_NVB.py --Phase "train" --Fold 0 --Remove_Blackbar 1 --Model 15 --Log_Name "log_X12_VAN_R2" -roi 14 -tl 1 --Workers 5
python RARP_NVB.py --Phase "train" --Fold 1 --Remove_Blackbar 1 --Model 15 --Log_Name "log_X12_VAN_R2" -roi 14 -tl 1 --Workers 5
python RARP_NVB.py --Phase "train" --Fold 2 --Remove_Blackbar 1 --Model 15 --Log_Name "log_X12_VAN_R2" -roi 14 -tl 1 --Workers 5
python RARP_NVB.py --Phase "train" --Fold 3 --Remove_Blackbar 1 --Model 15 --Log_Name "log_X12_VAN_R2" -roi 14 -tl 1 --Workers 5
python RARP_NVB.py --Phase "train" --Fold 4 --Remove_Blackbar 1 --Model 15 --Log_Name "log_X12_VAN_R2" -roi 14 -tl 1 --Workers 5

@echo "Train SSL VAN DINO Full-Size Full dataset"
python RARP_NVB.py --Phase "train" --Fold 0 --Remove_Blackbar 1 --Model 18 --Log_Name "log_DINO_X11_VAN_2" -roi 6 -tl 1 -me 200
python RARP_NVB.py --Phase "train" --Fold 1 --Remove_Blackbar 1 --Model 18 --Log_Name "log_DINO_X11_VAN_2" -roi 6 -tl 1 -me 200
python RARP_NVB.py --Phase "train" --Fold 2 --Remove_Blackbar 1 --Model 18 --Log_Name "log_DINO_X11_VAN_2" -roi 6 -tl 1 -me 200
python RARP_NVB.py --Phase "train" --Fold 3 --Remove_Blackbar 1 --Model 18 --Log_Name "log_DINO_X11_VAN_2" -roi 6 -tl 1 -me 200
python RARP_NVB.py --Phase "train" --Fold 4 --Remove_Blackbar 1 --Model 18 --Log_Name "log_DINO_X11_VAN_2" -roi 6 -tl 1 -me 200



@echo "Train RN50+VAN T-S 0 Workers"
python RARP_NVB.py --Phase "train" --Fold 0 --Remove_Blackbar 1 --Model 15 --Log_Name "log_X12_VAN_ChangeLabels" -roi 15 -tl 1 
python RARP_NVB.py --Phase "train" --Fold 1 --Remove_Blackbar 1 --Model 15 --Log_Name "log_X12_VAN_ChangeLabels" -roi 15 -tl 1 
python RARP_NVB.py --Phase "train" --Fold 2 --Remove_Blackbar 1 --Model 15 --Log_Name "log_X12_VAN_ChangeLabels" -roi 15 -tl 1 
python RARP_NVB.py --Phase "train" --Fold 3 --Remove_Blackbar 1 --Model 15 --Log_Name "log_X12_VAN_ChangeLabels" -roi 15 -tl 1 
python RARP_NVB.py --Phase "train" --Fold 4 --Remove_Blackbar 1 --Model 15 --Log_Name "log_X12_VAN_ChangeLabels" -roi 15 -tl 1

@echo "Train RN50+VAN T-S 5 Workers"
python RARP_NVB.py --Phase "train" --Fold 0 --Remove_Blackbar 1 --Model 15 --Log_Name "log_X12_VAN_ChangeLabels" -roi 15 -tl 1 --Workers 5
python RARP_NVB.py --Phase "train" --Fold 1 --Remove_Blackbar 1 --Model 15 --Log_Name "log_X12_VAN_ChangeLabels" -roi 15 -tl 1 --Workers 5
python RARP_NVB.py --Phase "train" --Fold 2 --Remove_Blackbar 1 --Model 15 --Log_Name "log_X12_VAN_ChangeLabels" -roi 15 -tl 1 --Workers 5
python RARP_NVB.py --Phase "train" --Fold 3 --Remove_Blackbar 1 --Model 15 --Log_Name "log_X12_VAN_ChangeLabels" -roi 15 -tl 1 --Workers 5
python RARP_NVB.py --Phase "train" --Fold 4 --Remove_Blackbar 1 --Model 15 --Log_Name "log_X12_VAN_ChangeLabels" -roi 15 -tl 1 --Workers 5

@echo "Train RN50 5 Workers"
python RARP_NVB.py --Phase "train" --Fold 0 --Model 0 --Log_Name "log_X10" -roi 16 -tl 1 -me 50 --Workers 5
python RARP_NVB.py --Phase "train" --Fold 1 --Model 0 --Log_Name "log_X10" -roi 16 -tl 1 -me 50 --Workers 5
python RARP_NVB.py --Phase "train" --Fold 2 --Model 0 --Log_Name "log_X10" -roi 16 -tl 1 -me 50 --Workers 5
python RARP_NVB.py --Phase "train" --Fold 3 --Model 0 --Log_Name "log_X10" -roi 16 -tl 1 -me 50 --Workers 5
python RARP_NVB.py --Phase "train" --Fold 4 --Model 0 --Log_Name "log_X10" -roi 16 -tl 1 -me 50 --Workers 5

:phase3
python RARP_NVB.py --Phase "tune" -ls 0 --Fold 0 --Remove_Blackbar 1 --Model 15 --Log_Name "log_X12_T_VAN" -roi 13 -tl 1
python RARP_NVB.py --Phase "tune" -ls 1 --Fold 0 --Remove_Blackbar 1 --Model 15 --Log_Name "log_X12_T_VAN" -roi 13 -tl 1
:fin
@echo "Finish Training"