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node_net_train_file_dict = {
("2021_2031", "3d"):{
"train_file": "/df_lung/cls_train_data/train_csv_data/2021_2031_net_id_3d_train.csv",
"val_file": "/df_lung/cls_train_data/train_csv_data/2021_2031_net_id_3d_val.csv",
"test_file": "/df_lung/cls_train_data/train_csv_data/2021_2031_net_id_3d_test.csv",
"batch_size": 100,
},
("2021_2031", "2d"):{
"train_file": "/df_lung/cls_train_data/train_csv_data/2021_2031_net_id_2d_train.csv",
"val_file": "/df_lung/cls_train_data/train_csv_data/2021_2031_net_id_2d_val.csv",
"test_file": "/df_lung/cls_train_data/train_csv_data/2021_2031_net_id_2d_test.csv",
"batch_size": 100,
},
("2021_2031", "2d3d"):{
"2d_train_file": "/df_lung/cls_train_data/train_csv_data/2021_2031_net_id_2d3d_data_2d_train_error_data_epoch_1.csv",
# "2d_train_file": "/df_lung/cls_train_data/train_csv_data/2021_2031_net_id_2d3d_data_2d_train.csv",
"2d_val_file": "/df_lung/cls_train_data/train_csv_data/2021_2031_net_id_2d3d_data_2d_val.csv",
"2d_test_file": "/df_lung/cls_train_data/train_csv_data/2021_2031_net_id_2d3d_data_2d_test.csv",
"3d_train_file": "/df_lung/cls_train_data/train_csv_data/2021_2031_net_id_2d3d_data_3d_train_error_data_epoch_1.csv",
# "3d_train_file": "/df_lung/cls_train_data/train_csv_data/2021_2031_net_id_2d3d_data_3d_train.csv",
"3d_val_file": "/df_lung/cls_train_data/train_csv_data/2021_2031_net_id_2d3d_data_3d_val.csv",
"3d_test_file": "/df_lung/cls_train_data/train_csv_data/2021_2031_net_id_2d3d_data_3d_test.csv",
"batch_size": 100,
},
("2021_2031", "s3d"):{
"train_file": "/df_lung/cls_train_data/train_csv_data/2021_2031_net_id_s3d_train.csv",
"val_file": "/df_lung/cls_train_data/train_csv_data/2021_2031_net_id_s3d_val.csv",
"test_file": "/df_lung/cls_train_data/train_csv_data/2021_2031_net_id_s3d_test.csv",
"batch_size": 100,
},
("2021_2031", "d2d"):{
"train_file": "/df_lung/cls_train_data/train_csv_data/2021_2031_net_id_d2d_train.csv",
"val_file": "/df_lung/cls_train_data/train_csv_data/2021_2031_net_id_d2d_val.csv",
"test_file": "/df_lung/cls_train_data/train_csv_data/2021_2031_net_id_d2d_test.csv",
"batch_size": 100,
},
("2041_2031", "3d"):{
"train_file": "/df_lung/cls_train_data/train_csv_data/2041_2031_net_id_3d_train.csv",
"val_file": "/df_lung/cls_train_data/train_csv_data/2041_2031_net_id_3d_val.csv",
"test_file": "/df_lung/cls_train_data/train_csv_data/2041_2031_net_id_3d_test.csv",
"batch_size": 100,
},
("2041_2031", "2d"):{
"train_file": "/df_lung/cls_train_data/train_csv_data/2041_2031_net_id_2d_train.csv",
"val_file": "/df_lung/cls_train_data/train_csv_data/2041_2031_net_id_2d_val.csv",
"test_file": "/df_lung/cls_train_data/train_csv_data/2041_2031_net_id_2d_test.csv",
"batch_size": 100,
},
("2041_2031", "2d3d"):{
"2d_train_file": "/df_lung/cls_train_data/train_csv_data/2041_2031_net_id_2d3d_data_2d_train.csv",
"2d_val_file": "/df_lung/cls_train_data/train_csv_data/2041_2031_net_id_2d3d_data_2d_val.csv",
"2d_test_file": "/df_lung/cls_train_data/train_csv_data/2041_2031_net_id_2d3d_data_2d_test.csv",
"3d_train_file": "/df_lung/cls_train_data/train_csv_data/2041_2031_net_id_2d3d_data_3d_train.csv",
"3d_val_file": "/df_lung/cls_train_data/train_csv_data/2041_2031_net_id_2d3d_data_3d_val.csv",
"3d_test_file": "/df_lung/cls_train_data/train_csv_data/2041_2031_net_id_2d3d_data_3d_test.csv",
"batch_size": 100,
},
("2041_2031", "s3d"):{
"train_file": "/df_lung/cls_train_data/train_csv_data/2041_2031_net_id_s3d_train.csv",
"val_file": "/df_lung/cls_train_data/train_csv_data/2041_2031_net_id_s3d_val.csv",
"test_file": "/df_lung/cls_train_data/train_csv_data/2041_2031_net_id_s3d_test.csv",
"batch_size": 100,
},
("2041_2031", "d2d"):{
"train_file": "/df_lung/cls_train_data/train_csv_data/2041_2031_net_id_d2d_train.csv",
"val_file": "/df_lung/cls_train_data/train_csv_data/2041_2031_net_id_d2d_val.csv",
"test_file": "/df_lung/cls_train_data/train_csv_data/2041_2031_net_id_d2d_test.csv",
"batch_size": 100,
},
("1010_1020_2011_2021_2041_2031", "3d"):{
"train_file": "/df_lung/cls_train_data/train_csv_data/1010_1020_2011_2021_2041_2031_net_id_3d_train.csv",
"val_file": "/df_lung/cls_train_data/train_csv_data/1010_1020_2011_2021_2041_2031_net_id_3d_val.csv",
"test_file": "/df_lung/cls_train_data/train_csv_data/1010_1020_2011_2021_2041_2031_net_id_3d_test.csv",
"batch_size": 100,
},
("1010_1020_2011_2021_2041_2031", "2d"):{
"train_file": "/df_lung/cls_train_data/train_csv_data/1010_1020_2011_2021_2041_2031_net_id_2d_train.csv",
"val_file": "/df_lung/cls_train_data/train_csv_data/1010_1020_2011_2021_2041_2031_net_id_2d_val.csv",
"test_file": "/df_lung/cls_train_data/train_csv_data/1010_1020_2011_2021_2041_2031_net_id_2d_test.csv",
"batch_size": 100,
},
("1010_1020_2011_2021_2041_2031", "2d3d"):{
"2d_train_file": "/df_lung/cls_train_data/train_csv_data/1010_1020_2011_2021_2041_2031_net_id_2d3d_data_2d_train.csv",
"2d_val_file": "/df_lung/cls_train_data/train_csv_data/1010_1020_2011_2021_2041_2031_net_id_2d3d_data_2d_val.csv",
"2d_test_file": "/df_lung/cls_train_data/train_csv_data/1010_1020_2011_2021_2041_2031_net_id_2d3d_data_2d_test.csv",
"3d_train_file": "/df_lung/cls_train_data/train_csv_data/1010_1020_2011_2021_2041_2031_net_id_2d3d_data_3d_train.csv",
"3d_val_file": "/df_lung/cls_train_data/train_csv_data/1010_1020_2011_2021_2041_2031_net_id_2d3d_data_3d_val.csv",
"3d_test_file": "/df_lung/cls_train_data/train_csv_data/1010_1020_2011_2021_2041_2031_net_id_2d3d_data_3d_test.csv",
"batch_size": 100,
},
("1010_1020_2011_2021_2041_2031", "s3d"):{
"train_file": "/df_lung/cls_train_data/train_csv_data/1010_1020_2011_2021_2041_2031_net_id_s3d_train.csv",
"val_file": "/df_lung/cls_train_data/train_csv_data/1010_1020_2011_2021_2041_2031_net_id_s3d_val.csv",
"test_file": "/df_lung/cls_train_data/train_csv_data/1010_1020_2011_2021_2041_2031_net_id_s3d_test.csv",
"batch_size": 100,
},
("1010_1020_2011_2021_2041_2031", "d2d"):{
"train_file": "/df_lung/cls_train_data/train_csv_data/1010_1020_2011_2021_2041_2031_net_id_d2d_train.csv",
"val_file": "/df_lung/cls_train_data/train_csv_data/1010_1020_2011_2021_2041_2031_net_id_d2d_val.csv",
"test_file": "/df_lung/cls_train_data/train_csv_data/1010_1020_2011_2021_2041_2031_net_id_d2d_test.csv",
"batch_size": 100,
},
("1010_1020_2011_2021_2031_2041", "3d"):{
"train_file": "/df_lung/cls_train_data/train_csv_data/1010_1020_2011_2021_2031_2041_net_id_3d_train.csv",
"val_file": "/df_lung/cls_train_data/train_csv_data/1010_1020_2011_2021_2031_2041_net_id_3d_val.csv",
"test_file": "/df_lung/cls_train_data/train_csv_data/1010_1020_2011_2021_2031_2041_net_id_3d_test.csv",
"batch_size": 100,
},
("1010_1020_2011_2021_2031_2041", "2d"):{
"train_file": "/df_lung/cls_train_data/train_csv_data/1010_1020_2011_2021_2031_2041_net_id_2d_train.csv",
"val_file": "/df_lung/cls_train_data/train_csv_data/1010_1020_2011_2021_2031_2041_net_id_2d_val.csv",
"test_file": "/df_lung/cls_train_data/train_csv_data/1010_1020_2011_2021_2031_2041_net_id_2d_test.csv",
"batch_size": 100,
},
("1010_1020_2011_2021_2031_2041", "2d3d"):{
"2d_train_file": "/df_lung/cls_train_data/train_csv_data/1010_1020_2011_2021_2031_2041_net_id_2d3d_data_2d_train.csv",
"2d_val_file": "/df_lung/cls_train_data/train_csv_data/1010_1020_2011_2021_2031_2041_net_id_2d3d_data_2d_val.csv",
"2d_test_file": "/df_lung/cls_train_data/train_csv_data/1010_1020_2011_2021_2031_2041_net_id_2d3d_data_2d_test.csv",
"3d_train_file": "/df_lung/cls_train_data/train_csv_data/1010_1020_2011_2021_2031_2041_net_id_2d3d_data_3d_train.csv",
"3d_val_file": "/df_lung/cls_train_data/train_csv_data/1010_1020_2011_2021_2031_2041_net_id_2d3d_data_3d_val.csv",
"3d_test_file": "/df_lung/cls_train_data/train_csv_data/1010_1020_2011_2021_2031_2041_net_id_2d3d_data_3d_test.csv",
"batch_size": 100,
},
("1010_1020_2011_2021_2031_2041", "s3d"):{
"train_file": "/df_lung/cls_train_data/train_csv_data/1010_1020_2011_2021_2031_2041_net_id_s3d_train.csv",
"val_file": "/df_lung/cls_train_data/train_csv_data/1010_1020_2011_2021_2031_2041_net_id_s3d_val.csv",
"test_file": "/df_lung/cls_train_data/train_csv_data/1010_1020_2011_2021_2031_2041_net_id_s3d_test.csv",
"batch_size": 100,
},
("1010_1020_2011_2021_2031_2041", "d2d"):{
"train_file": "/df_lung/cls_train_data/train_csv_data/1010_1020_2011_2021_2031_2041_net_id_d2d_train.csv",
"val_file": "/df_lung/cls_train_data/train_csv_data/1010_1020_2011_2021_2031_2041_net_id_d2d_val.csv",
"test_file": "/df_lung/cls_train_data/train_csv_data/1010_1020_2011_2021_2031_2041_net_id_d2d_test.csv",
"batch_size": 100,
},
("1020_2011_2021_2031", "3d"):{
"train_file": "/df_lung/cls_train_data/train_csv_data/1020_2011_2021_2031_net_id_3d_train.csv",
"val_file": "/df_lung/cls_train_data/train_csv_data/1020_2011_2021_2031_net_id_3d_val.csv",
"test_file": "/df_lung/cls_train_data/train_csv_data/1020_2011_2021_2031_net_id_3d_test.csv",
"batch_size": 100,
},
("1020_2011_2021_2031", "2d"):{
"train_file": "/df_lung/cls_train_data/train_csv_data/1020_2011_2021_2031_net_id_2d_train.csv",
"val_file": "/df_lung/cls_train_data/train_csv_data/1020_2011_2021_2031_net_id_2d_val.csv",
"test_file": "/df_lung/cls_train_data/train_csv_data/1020_2011_2021_2031_net_id_2d_test.csv",
"batch_size": 100,
},
("1020_2011_2021_2031", "2d3d"):{
"2d_train_file": "/df_lung/cls_train_data/train_csv_data/1020_2011_2021_2031_net_id_2d3d_data_2d_train.csv",
"2d_val_file": "/df_lung/cls_train_data/train_csv_data/1020_2011_2021_2031_net_id_2d3d_data_2d_val.csv",
"2d_test_file": "/df_lung/cls_train_data/train_csv_data/1020_2011_2021_2031_net_id_2d3d_data_2d_test.csv",
"3d_train_file": "/df_lung/cls_train_data/train_csv_data/1020_2011_2021_2031_net_id_2d3d_data_3d_train.csv",
"3d_val_file": "/df_lung/cls_train_data/train_csv_data/1020_2011_2021_2031_net_id_2d3d_data_3d_val.csv",
"3d_test_file": "/df_lung/cls_train_data/train_csv_data/1020_2011_2021_2031_net_id_2d3d_data_3d_test.csv",
"batch_size": 100,
},
("1020_2011_2021_2031", "s3d"):{
"train_file": "/df_lung/cls_train_data/train_csv_data/1020_2011_2021_2031_net_id_s3d_train.csv",
"val_file": "/df_lung/cls_train_data/train_csv_data/1020_2011_2021_2031_net_id_s3d_val.csv",
"test_file": "/df_lung/cls_train_data/train_csv_data/1020_2011_2021_2031_net_id_s3d_test.csv",
"batch_size": 100,
},
("1020_2011_2021_2031", "d2d"):{
"train_file": "/df_lung/cls_train_data/train_csv_data/1020_2011_2021_2031_net_id_d2d_train.csv",
"val_file": "/df_lung/cls_train_data/train_csv_data/1020_2011_2021_2031_net_id_d2d_val.csv",
"test_file": "/df_lung/cls_train_data/train_csv_data/1020_2011_2021_2031_net_id_d2d_test.csv",
"batch_size": 100,
},
("2046_2047_2048_2060_2061_2062_3001_4001_5001_6001_2031_2021_2041", "3d"):{
"train_file": "/df_lung/cls_train_data/train_csv_data/2046_2047_2048_2060_2061_2062_3001_4001_5001_6001_2021_2031_2041_net_id_3d_train.csv",
"val_file": "/df_lung/cls_train_data/train_csv_data/2046_2047_2048_2060_2061_2062_3001_4001_5001_6001_2021_2031_2041_net_id_3d_val.csv",
"test_file": "/df_lung/cls_train_data/train_csv_data/2046_2047_2048_2060_2061_2062_3001_4001_5001_6001_2021_2031_2041_net_id_3d_test.csv",
"batch_size": 100,
},
("2046_2047_2048_2060_2061_2062_3001_4001_5001_6001_2031_2021_2041", "2d"):{
"train_file": "/df_lung/cls_train_data/train_csv_data/2046_2047_2048_2060_2061_2062_3001_4001_5001_6001_2021_2031_2041_net_id_2d_train.csv",
"val_file": "/df_lung/cls_train_data/train_csv_data/2046_2047_2048_2060_2061_2062_3001_4001_5001_6001_2021_2031_2041_net_id_2d_val.csv",
"test_file": "/df_lung/cls_train_data/train_csv_data/2046_2047_2048_2060_2061_2062_3001_4001_5001_6001_2021_2031_2041_net_id_2d_test.csv",
"batch_size": 100,
},
("2046_2047_2048_2060_2061_2062_3001_4001_5001_6001_2031_2021_2041", "2d3d"):{
"2d_train_file": "/df_lung/cls_train_data/train_csv_data/2046_2047_2048_2060_2061_2062_3001_4001_5001_6001_2021_2031_2041_net_id_2d3d_data_2d_train.csv",
"2d_val_file": "/df_lung/cls_train_data/train_csv_data/2046_2047_2048_2060_2061_2062_3001_4001_5001_6001_2021_2031_2041_net_id_2d3d_data_2d_val.csv",
"2d_test_file": "/df_lung/cls_train_data/train_csv_data/2046_2047_2048_2060_2061_2062_3001_4001_5001_6001_2021_2031_2041_net_id_2d3d_data_2d_test.csv",
"3d_train_file": "/df_lung/cls_train_data/train_csv_data/2046_2047_2048_2060_2061_2062_3001_4001_5001_6001_2021_2031_2041_net_id_2d3d_data_3d_train.csv",
"3d_val_file": "/df_lung/cls_train_data/train_csv_data/2046_2047_2048_2060_2061_2062_3001_4001_5001_6001_2021_2031_2041_net_id_2d3d_data_3d_val.csv",
"3d_test_file": "/df_lung/cls_train_data/train_csv_data/2046_2047_2048_2060_2061_2062_3001_4001_5001_6001_2021_2031_2041_net_id_2d3d_data_3d_test.csv",
"batch_size": 100,
},
("2046_2047_2048_2060_2061_2062_3001_4001_5001_6001_2031_2021_2041", "s3d"):{
"train_file": "/df_lung/cls_train_data/train_csv_data/2046_2047_2048_2060_2061_2062_3001_4001_5001_6001_2021_2031_2041_net_id_s3d_train.csv",
"val_file": "/df_lung/cls_train_data/train_csv_data/2046_2047_2048_2060_2061_2062_3001_4001_5001_6001_2021_2031_2041_net_id_s3d_val.csv",
"test_file": "/df_lung/cls_train_data/train_csv_data/2046_2047_2048_2060_2061_2062_3001_4001_5001_6001_2021_2031_2041_net_id_s3d_test.csv",
"batch_size": 100,
},
("2046_2047_2048_2060_2061_2062_3001_4001_5001_6001_2031_2021_2041", "d2d"):{
"train_file": "/df_lung/cls_train_data/train_csv_data/2046_2047_2048_2060_2061_2062_3001_4001_5001_6001_2021_2031_2041_net_id_d2d_train.csv",
"val_file": "/df_lung/cls_train_data/train_csv_data/2046_2047_2048_2060_2061_2062_3001_4001_5001_6001_2021_2031_2041_net_id_d2d_val.csv",
"test_file": "/df_lung/cls_train_data/train_csv_data/2046_2047_2048_2060_2061_2062_3001_4001_5001_6001_2021_2031_2041_net_id_d2d_test.csv",
"batch_size": 100,
},
("2011_2021_2031_2041_1010_1020_1016", "3d"):{
"train_file": "/df_lung/cls_train_data/train_csv_data/2011_2021_2031_2041_1010_1020_1016_net_id_3d_train.csv",
"val_file": "/df_lung/cls_train_data/train_csv_data/2011_2021_2031_2041_1010_1020_1016_net_id_3d_val.csv",
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