ImageNetSubsetForFineTuningBasedModel / hyperparameters_tuning_results.csv
DeepLearner101's picture
Upload hyperparameters_tuning_results.csv with huggingface_hub
861a9e8
raw
history blame
No virus
4.97 kB
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/fine_tune,config/number_of_classes,config/model_file_name
46.09375,1703370255,,True,1,2023-12-23_22-24-15,309.03763818740845,309.03763818740845,2810,eceeac255168,172.28.0.12,309.03763818740845,1,"0_batch_size=32,dropout_rate=0.1524,early_stopping_tolerance=7,epochs=15,epsilon_range=0_001_0_007_0_002,gamma=0.1000,l1_factor=0.0000,lr=0.0020,step_size=10,weight_decay=0.0002",0.001972823653142339,0.00017415292633069632,0.15236136223776003,1.0000575095086876e-06,15,"(0.001, 0.007, 0.002)",10,0.1,7,32,True,1000,
55.2734375,1703371655,,True,1,2023-12-23_22-47-35,1394.136276960373,1394.136276960373,4143,eceeac255168,172.28.0.12,1394.136276960373,1,"1_batch_size=128,dropout_rate=0.4175,early_stopping_tolerance=10,epochs=15,epsilon_range=0_001_0_007_0_002,gamma=0.7000,l1_factor=0.0000,lr=0.0000,step_size=7,weight_decay=0.0000",1.1641144520907275e-05,4.0220118168531605e-05,0.4174633705853523,4.942087366288208e-06,15,"(0.001, 0.007, 0.002)",7,0.7,10,128,True,1000,
70.703125,1703372146,,True,1,2023-12-23_22-55-46,485.8110234737396,485.8110234737396,9853,eceeac255168,172.28.0.12,485.8110234737396,1,"2_batch_size=64,dropout_rate=0.6919,early_stopping_tolerance=7,epochs=15,epsilon_range=0_001_0_007_0_002,gamma=0.1000,l1_factor=0.0000,lr=0.0005,step_size=5,weight_decay=0.0000",0.0004570818323088086,1.0636810291201176e-05,0.6919189337711105,1.4563255568692586e-06,15,"(0.001, 0.007, 0.002)",5,0.1,7,64,True,1000,
56.25,1703372390,,True,1,2023-12-23_22-59-50,237.57965111732483,237.57965111732483,11886,eceeac255168,172.28.0.12,237.57965111732483,1,"3_batch_size=32,dropout_rate=0.2126,early_stopping_tolerance=5,epochs=20,epsilon_range=0_001_0_007_0_002,gamma=0.3000,l1_factor=0.0000,lr=0.0007,step_size=10,weight_decay=0.0085",0.0007350649997689138,0.00854253519166103,0.21256037935033853,4.127737167826377e-06,20,"(0.001, 0.007, 0.002)",10,0.3,5,32,True,1000,
41.6015625,1703373887,,True,1,2023-12-23_23-24-47,1491.3528110980988,1491.3528110980988,12921,eceeac255168,172.28.0.12,1491.3528110980988,1,"4_batch_size=128,dropout_rate=0.1577,early_stopping_tolerance=5,epochs=20,epsilon_range=0_001_0_007_0_002,gamma=0.7000,l1_factor=0.0000,lr=0.0000,step_size=7,weight_decay=0.0089",1.0988048486375553e-05,0.00887163219974685,0.15768639955332284,4.43280779459635e-06,20,"(0.001, 0.007, 0.002)",7,0.7,5,128,True,1000,
72.265625,1703374894,,True,1,2023-12-23_23-41-34,1000.0529148578644,1000.0529148578644,19053,eceeac255168,172.28.0.12,1000.0529148578644,1,"5_batch_size=128,dropout_rate=0.5893,early_stopping_tolerance=10,epochs=10,epsilon_range=0_001_0_007_0_002,gamma=0.3000,l1_factor=0.0000,lr=0.0004,step_size=10,weight_decay=0.0004",0.00044727375396469535,0.000448191466566857,0.58927200893459,2.514620281234876e-06,10,"(0.001, 0.007, 0.002)",10,0.3,10,128,True,1000,
35.15625,1703375287,,True,1,2023-12-23_23-48-07,388.32601833343506,388.32601833343506,23174,eceeac255168,172.28.0.12,388.32601833343506,1,"6_batch_size=32,dropout_rate=0.2978,early_stopping_tolerance=10,epochs=20,epsilon_range=0_001_0_007_0_002,gamma=0.3000,l1_factor=0.0000,lr=0.0049,step_size=7,weight_decay=0.0000",0.004893053771087652,3.7789924044021286e-05,0.29780995772567515,1.8395980573241182e-06,20,"(0.001, 0.007, 0.002)",7,0.3,10,32,True,1000,
65.625,1703375607,,True,1,2023-12-23_23-53-27,312.71901178359985,312.71901178359985,24824,eceeac255168,172.28.0.12,312.71901178359985,1,"7_batch_size=32,dropout_rate=0.1602,early_stopping_tolerance=5,epochs=20,epsilon_range=0_001_0_007_0_002,gamma=0.3000,l1_factor=0.0000,lr=0.0001,step_size=10,weight_decay=0.0002",6.349183279198673e-05,0.00021657375980628377,0.16022412898166488,1.3791503099545254e-06,20,"(0.001, 0.007, 0.002)",10,0.3,5,32,True,1000,
62.890625,1703376087,,True,1,2023-12-24_00-01-27,474.9137337207794,474.9137337207794,26184,eceeac255168,172.28.0.12,474.9137337207794,1,"8_batch_size=64,dropout_rate=0.1610,early_stopping_tolerance=5,epochs=10,epsilon_range=0_001_0_007_0_002,gamma=0.3000,l1_factor=0.0000,lr=0.0001,step_size=5,weight_decay=0.0000",5.9690667055998253e-05,3.532950538998647e-05,0.1609989818033656,8.125964538257931e-06,10,"(0.001, 0.007, 0.002)",5,0.3,5,64,True,1000,
61.328125,1703376727,,True,1,2023-12-24_00-12-07,633.4690868854523,633.4690868854523,28184,eceeac255168,172.28.0.12,633.4690868854523,1,"9_batch_size=64,dropout_rate=0.5139,early_stopping_tolerance=7,epochs=15,epsilon_range=0_001_0_007_0_002,gamma=0.1000,l1_factor=0.0000,lr=0.0024,step_size=5,weight_decay=0.0000",0.0023792916022415565,2.952716576435273e-05,0.5139009958421324,9.076401740762441e-06,15,"(0.001, 0.007, 0.002)",5,0.1,7,64,True,1000,