| average_validation_accuracy,timestamp,checkpoint_dir_name,done,training_iteration,date,time_this_iter_s,time_total_s,pid,hostname,node_ip,time_since_restore,iterations_since_restore,experiment_tag,config/lr,config/weight_decay,config/dropout_rate,config/l1_factor,config/epochs,config/epsilon_range,config/step_size,config/gamma,config/early_stopping_tolerance,config/batch_size,config/adversarial_training_frequency,config/fine_tune,config/number_of_classes,config/model_file_name | |
| 15.625,1703448814,,True,1,2023-12-24_20-13-34,166.52189302444458,166.52189302444458,1364,6ce278a8bf65,172.28.0.12,166.52189302444458,1,"0_adversarial_training_frequency=1,batch_size=16,dropout_rate=0.4262,early_stopping_tolerance=10,epochs=15,epsilon_range=0_001_0_006_0_002,gamma=0.7000,l1_factor=0.0019,lr=0.0011,step_size=7,weight_decay=0.0030",0.001144782548999266,0.0029782135789143383,0.42620401319985013,0.0019391215086487863,15,"(0.001, 0.006, 0.002)",7,0.7,10,16,1,False,11, | |
| 17.1875,1703448964,,True,1,2023-12-24_20-16-04,142.95427227020264,142.95427227020264,2152,6ce278a8bf65,172.28.0.12,142.95427227020264,1,"1_adversarial_training_frequency=1,batch_size=16,dropout_rate=0.3544,early_stopping_tolerance=10,epochs=20,epsilon_range=0_001_0_006_0_002,gamma=0.3000,l1_factor=0.0044,lr=0.0025,step_size=10,weight_decay=0.0013",0.002498031439639129,0.001323741638353878,0.35443644149409215,0.004385133010754384,20,"(0.001, 0.006, 0.002)",10,0.3,10,16,1,False,11, | |
| 16.40625,1703449696,,True,1,2023-12-24_20-28-16,727.4703271389008,727.4703271389008,2800,6ce278a8bf65,172.28.0.12,727.4703271389008,1,"2_adversarial_training_frequency=2,batch_size=64,dropout_rate=0.4365,early_stopping_tolerance=10,epochs=20,epsilon_range=0_001_0_006_0_002,gamma=0.1000,l1_factor=0.0000,lr=0.0001,step_size=10,weight_decay=0.0009",0.00011851793567428216,0.0009333640142832876,0.43654582875969805,1.178968348570251e-05,20,"(0.001, 0.006, 0.002)",10,0.1,10,64,2,False,11, | |
| 15.625,1703449974,,True,1,2023-12-24_20-32-54,272.9695370197296,272.9695370197296,5812,6ce278a8bf65,172.28.0.12,272.9695370197296,1,"3_adversarial_training_frequency=1,batch_size=32,dropout_rate=0.1325,early_stopping_tolerance=10,epochs=15,epsilon_range=0_001_0_006_0_002,gamma=0.1000,l1_factor=0.0005,lr=0.0000,step_size=7,weight_decay=0.0000",2.2552465271022722e-05,1.98246447227245e-05,0.13251551247714657,0.0005033599323693588,15,"(0.001, 0.006, 0.002)",7,0.1,10,32,1,False,11, | |
| 17.96875,1703450213,,True,1,2023-12-24_20-36-53,233.28826427459717,233.28826427459717,6976,6ce278a8bf65,172.28.0.12,233.28826427459717,1,"4_adversarial_training_frequency=2,batch_size=32,dropout_rate=0.4193,early_stopping_tolerance=5,epochs=15,epsilon_range=0_001_0_006_0_002,gamma=0.3000,l1_factor=0.0001,lr=0.0023,step_size=10,weight_decay=0.0000",0.0022609755756753417,1.6567260649107403e-05,0.41925702158917155,0.0001182520930428837,15,"(0.001, 0.006, 0.002)",10,0.3,5,32,2,False,11, | |
| 18.75,1703450364,,True,1,2023-12-24_20-39-24,144.49636912345886,144.49636912345886,7986,6ce278a8bf65,172.28.0.12,144.49636912345886,1,"5_adversarial_training_frequency=1,batch_size=16,dropout_rate=0.2539,early_stopping_tolerance=7,epochs=20,epsilon_range=0_001_0_006_0_002,gamma=0.7000,l1_factor=0.0001,lr=0.0077,step_size=5,weight_decay=0.0001",0.007697295839637304,0.00013160582181994716,0.25385501064133786,0.00010949565017488516,20,"(0.001, 0.006, 0.002)",5,0.7,7,16,1,False,11, | |
| 10.546875,1703451032,,True,1,2023-12-24_20-50-32,663.2529909610748,663.2529909610748,8639,6ce278a8bf65,172.28.0.12,663.2529909610748,1,"6_adversarial_training_frequency=2,batch_size=128,dropout_rate=0.5196,early_stopping_tolerance=5,epochs=15,epsilon_range=0_001_0_006_0_002,gamma=0.3000,l1_factor=0.0039,lr=0.0000,step_size=10,weight_decay=0.0024",1.9238107137132934e-05,0.00237256550816746,0.5196343352403721,0.003853491604775938,15,"(0.001, 0.006, 0.002)",10,0.3,5,128,2,False,11, | |
| 19.921875,1703451513,,True,1,2023-12-24_20-58-33,474.4845173358917,474.4845173358917,11396,6ce278a8bf65,172.28.0.12,474.4845173358917,1,"7_adversarial_training_frequency=1,batch_size=64,dropout_rate=0.3295,early_stopping_tolerance=7,epochs=15,epsilon_range=0_001_0_006_0_002,gamma=0.3000,l1_factor=0.0026,lr=0.0003,step_size=10,weight_decay=0.0000",0.00025762422779428276,1.5678586551201115e-05,0.32948057462080577,0.0025560717576715813,15,"(0.001, 0.006, 0.002)",10,0.3,7,64,1,False,11, | |
| 18.75,1703451623,,True,1,2023-12-24_21-00-23,105.27884888648987,105.27884888648987,13445,6ce278a8bf65,172.28.0.12,105.27884888648987,1,"8_adversarial_training_frequency=1,batch_size=16,dropout_rate=0.1537,early_stopping_tolerance=10,epochs=10,epsilon_range=0_001_0_006_0_002,gamma=0.3000,l1_factor=0.0001,lr=0.0006,step_size=10,weight_decay=0.0001",0.0005986632263042187,9.058032698871225e-05,0.1537358541780935,0.00011786384564831031,10,"(0.001, 0.006, 0.002)",10,0.3,10,16,1,False,11, | |
| 15.625,1703451753,,True,1,2023-12-24_21-02-33,123.98806571960449,123.98806571960449,13953,6ce278a8bf65,172.28.0.12,123.98806571960449,1,"9_adversarial_training_frequency=2,batch_size=16,dropout_rate=0.6292,early_stopping_tolerance=7,epochs=15,epsilon_range=0_001_0_006_0_002,gamma=0.1000,l1_factor=0.0016,lr=0.0000,step_size=10,weight_decay=0.0010",1.0240563834429106e-05,0.0009561241047858459,0.6291767169210625,0.0016158948681435506,15,"(0.001, 0.006, 0.002)",10,0.1,7,16,2,False,11, | |