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
21.875,1703107786,,True,2,2023-12-20_21-29-46,0.0022423267364501953,170.7251443862915,10383,7ae767f63c0a,172.28.0.12,170.7251443862915,2,"0_adversarial_training_frequency=1,batch_size=128,dropout_rate=0.2719,early_stopping_tolerance=5,epochs=20,epsilon_range=0_001_0_005_0_002,gamma=0.1000,l1_factor=0.0000,lr=0.0075,step_size=5,weight_decay=0.0003",0.007541133220727675,0.0002919851748983853,0.2718572691612116,4.809684816723379e-05,20,"(0.001, 0.005, 0.002)",5,0.1,5,128,1,False,10
18.359375,1703107939,,True,1,2023-12-20_21-32-19,147.35663604736328,147.35663604736328,11143,7ae767f63c0a,172.28.0.12,147.35663604736328,1,"1_adversarial_training_frequency=1,batch_size=128,dropout_rate=0.3269,early_stopping_tolerance=5,epochs=15,epsilon_range=0_001_0_005_0_002,gamma=0.3000,l1_factor=0.0011,lr=0.0009,step_size=10,weight_decay=0.0000",0.0008668191492881601,1.3804986542556505e-05,0.32693053504910097,0.0010786844849110736,15,"(0.001, 0.005, 0.002)",10,0.3,5,128,1,False,10
31.25,1703107993,,True,2,2023-12-20_21-33-13,0.003356456756591797,48.73800182342529,11794,7ae767f63c0a,172.28.0.12,48.73800182342529,2,"2_adversarial_training_frequency=2,batch_size=16,dropout_rate=0.2216,early_stopping_tolerance=10,epochs=20,epsilon_range=0_001_0_005_0_002,gamma=0.3000,l1_factor=0.0017,lr=0.0000,step_size=7,weight_decay=0.0001",4.0178639151517737e-05,9.095863446405362e-05,0.2216168339434294,0.001675650813760356,20,"(0.001, 0.005, 0.002)",7,0.3,10,16,2,False,10
31.25,1703108025,,True,2,2023-12-20_21-33-45,0.0016446113586425781,25.01719880104065,12051,7ae767f63c0a,172.28.0.12,25.01719880104065,2,"3_adversarial_training_frequency=1,batch_size=16,dropout_rate=0.4397,early_stopping_tolerance=7,epochs=20,epsilon_range=0_001_0_005_0_002,gamma=0.1000,l1_factor=0.0081,lr=0.0003,step_size=7,weight_decay=0.0000",0.0003184566868689403,1.1597292887468662e-05,0.43972719856262,0.008147362623493415,20,"(0.001, 0.005, 0.002)",7,0.1,7,16,1,False,10
10.9375,1703108078,,True,1,2023-12-20_21-34-38,47.25454258918762,47.25454258918762,12218,7ae767f63c0a,172.28.0.12,47.25454258918762,1,"4_adversarial_training_frequency=1,batch_size=64,dropout_rate=0.6772,early_stopping_tolerance=5,epochs=15,epsilon_range=0_001_0_005_0_002,gamma=0.1000,l1_factor=0.0089,lr=0.0000,step_size=7,weight_decay=0.0022",1.622468862956964e-05,0.002232262714886896,0.6771975749813681,0.008854637853408223,15,"(0.001, 0.005, 0.002)",7,0.1,5,64,1,False,10
14.0625,1703108142,,True,1,2023-12-20_21-35-42,57.2764790058136,57.2764790058136,12467,7ae767f63c0a,172.28.0.12,57.2764790058136,1,"5_adversarial_training_frequency=1,batch_size=32,dropout_rate=0.1844,early_stopping_tolerance=10,epochs=15,epsilon_range=0_001_0_005_0_002,gamma=0.7000,l1_factor=0.0097,lr=0.0005,step_size=5,weight_decay=0.0000",0.0004663158938595881,2.7811649065486916e-05,0.1844264386965287,0.00972103850314466,15,"(0.001, 0.005, 0.002)",5,0.7,10,32,1,False,10
21.875,1703108458,,True,1,2023-12-20_21-40-58,310.09008502960205,310.09008502960205,12764,7ae767f63c0a,172.28.0.12,310.09008502960205,1,"6_adversarial_training_frequency=2,batch_size=64,dropout_rate=0.4249,early_stopping_tolerance=10,epochs=20,epsilon_range=0_001_0_005_0_002,gamma=0.3000,l1_factor=0.0024,lr=0.0046,step_size=10,weight_decay=0.0065",0.004584962109219144,0.006529440793000202,0.42493089674327966,0.002414935020077275,20,"(0.001, 0.005, 0.002)",10,0.3,10,64,2,False,10
28.125,1703108484,,True,2,2023-12-20_21-41-24,0.002348184585571289,21.04320740699768,14083,7ae767f63c0a,172.28.0.12,21.04320740699768,2,"7_adversarial_training_frequency=2,batch_size=16,dropout_rate=0.6752,early_stopping_tolerance=10,epochs=20,epsilon_range=0_001_0_005_0_002,gamma=0.7000,l1_factor=0.0001,lr=0.0000,step_size=7,weight_decay=0.0002",1.0256866526489844e-05,0.00024370113168639747,0.6752186888039736,6.489614545725825e-05,20,"(0.001, 0.005, 0.002)",7,0.7,10,16,2,False,10
18.75,1703108521,,True,1,2023-12-20_21-42-01,30.858022689819336,30.858022689819336,14226,7ae767f63c0a,172.28.0.12,30.858022689819336,1,"8_adversarial_training_frequency=2,batch_size=32,dropout_rate=0.4552,early_stopping_tolerance=7,epochs=15,epsilon_range=0_001_0_005_0_002,gamma=0.7000,l1_factor=0.0000,lr=0.0062,step_size=10,weight_decay=0.0027",0.00624917655856276,0.0027119126714288642,0.4551614202757196,1.447837197347754e-05,15,"(0.001, 0.005, 0.002)",10,0.7,7,32,2,False,10
19.53125,1703108623,,True,1,2023-12-20_21-43-43,96.13079047203064,96.13079047203064,14413,7ae767f63c0a,172.28.0.12,96.13079047203064,1,"9_adversarial_training_frequency=1,batch_size=64,dropout_rate=0.6588,early_stopping_tolerance=7,epochs=20,epsilon_range=0_001_0_005_0_002,gamma=0.7000,l1_factor=0.0002,lr=0.0082,step_size=5,weight_decay=0.0000",0.008189167488780935,2.4744472435905344e-05,0.6588047485857659,0.0001661000410844245,20,"(0.001, 0.005, 0.002)",5,0.7,7,64,1,False,10
18.75,1703108667,,True,1,2023-12-20_21-44-27,36.873581647872925,36.873581647872925,14866,7ae767f63c0a,172.28.0.12,36.873581647872925,1,"10_adversarial_training_frequency=1,batch_size=32,dropout_rate=0.6515,early_stopping_tolerance=5,epochs=10,epsilon_range=0_001_0_005_0_002,gamma=0.1000,l1_factor=0.0087,lr=0.0013,step_size=7,weight_decay=0.0070",0.001293122093713293,0.007034645964698788,0.6514564181106703,0.008725748569338021,10,"(0.001, 0.005, 0.002)",7,0.1,5,32,1,False,10
25.78125,1703108892,,True,1,2023-12-20_21-48-12,217.8154685497284,217.8154685497284,15077,7ae767f63c0a,172.28.0.12,217.8154685497284,1,"11_adversarial_training_frequency=1,batch_size=64,dropout_rate=0.3543,early_stopping_tolerance=10,epochs=10,epsilon_range=0_001_0_005_0_002,gamma=0.7000,l1_factor=0.0012,lr=0.0002,step_size=10,weight_decay=0.0007",0.00021890382586216373,0.0007341837067449895,0.3543234033750825,0.0012031055004112189,10,"(0.001, 0.005, 0.002)",10,0.7,10,64,1,False,10
12.5,1703108929,,True,1,2023-12-20_21-48-49,31.668689012527466,31.668689012527466,16026,7ae767f63c0a,172.28.0.12,31.668689012527466,1,"12_adversarial_training_frequency=2,batch_size=32,dropout_rate=0.2317,early_stopping_tolerance=7,epochs=20,epsilon_range=0_001_0_005_0_002,gamma=0.7000,l1_factor=0.0023,lr=0.0001,step_size=10,weight_decay=0.0001",7.226959959491599e-05,0.00012547535999993758,0.2317059632030136,0.0023385685816776506,20,"(0.001, 0.005, 0.002)",10,0.7,7,32,2,False,10
18.75,1703108989,,True,1,2023-12-20_21-49-49,54.15919232368469,54.15919232368469,16213,7ae767f63c0a,172.28.0.12,54.15919232368469,1,"13_adversarial_training_frequency=1,batch_size=32,dropout_rate=0.2780,early_stopping_tolerance=7,epochs=15,epsilon_range=0_001_0_005_0_002,gamma=0.7000,l1_factor=0.0001,lr=0.0001,step_size=7,weight_decay=0.0005",5.768551082482813e-05,0.00048422507213853486,0.27802917492699086,0.00014768008300533792,15,"(0.001, 0.005, 0.002)",7,0.7,7,32,1,False,10
18.75,1703109321,,True,1,2023-12-20_21-55-21,324.14939165115356,324.14939165115356,16494,7ae767f63c0a,172.28.0.12,324.14939165115356,1,"14_adversarial_training_frequency=2,batch_size=128,dropout_rate=0.1575,early_stopping_tolerance=10,epochs=10,epsilon_range=0_001_0_005_0_002,gamma=0.3000,l1_factor=0.0001,lr=0.0000,step_size=7,weight_decay=0.0000",1.9285606287898144e-05,1.2703061034841808e-05,0.15747561426167708,8.755836960062931e-05,10,"(0.001, 0.005, 0.002)",7,0.3,10,128,2,False,10
23.828125,1703109761,,True,1,2023-12-20_22-02-41,435.00993371009827,435.00993371009827,17869,7ae767f63c0a,172.28.0.12,435.00993371009827,1,"15_adversarial_training_frequency=1,batch_size=128,dropout_rate=0.5935,early_stopping_tolerance=10,epochs=10,epsilon_range=0_001_0_005_0_002,gamma=0.3000,l1_factor=0.0008,lr=0.0039,step_size=7,weight_decay=0.0000",0.003932628039252051,1.6037307991989364e-05,0.5934607079576909,0.000771275587746538,10,"(0.001, 0.005, 0.002)",7,0.3,10,128,1,False,10