diff --git "a/logs/train_metrics.csv" "b/logs/train_metrics.csv" --- "a/logs/train_metrics.csv" +++ "b/logs/train_metrics.csv" @@ -1,2707 +1,2707 @@ Name,Value,Timestamp,Step -"train_loss",1.3254889,1613808978631,0 -"raw_loss",1.3254902,1613808978631,0 -"wd_0",0.01,1613808978631,0 -"sqr_mom_0",0.99,1613808978631,0 -"lr_0",4e-06,1613808978631,0 -"mom_0",0.95,1613808978631,0 -"eps_0",1e-05,1613808978631,0 -"wd_1",0.01,1613808978631,0 -"sqr_mom_1",0.99,1613808978631,0 -"lr_1",4e-06,1613808978631,0 -"mom_1",0.95,1613808978631,0 -"eps_1",1e-05,1613808978631,0 -"wd_2",0.01,1613808978631,0 -"sqr_mom_2",0.99,1613808978631,0 -"lr_2",4e-05,1613808978631,0 -"mom_2",0.95,1613808978631,0 -"eps_2",1e-05,1613808978631,0 -"train_loss",1.0540481,1613808979486,1 -"raw_loss",0.7880366,1613808979486,1 -"wd_0",0.01,1613808979486,1 -"sqr_mom_0",0.99,1613808979486,1 -"lr_0",4.009559427763895e-06,1613808979486,1 -"mom_0",0.9499900422627459,1613808979486,1 -"eps_0",1e-05,1613808979486,1 -"wd_1",0.01,1613808979486,1 -"sqr_mom_1",0.99,1613808979486,1 -"lr_1",4.009559427763895e-06,1613808979486,1 -"mom_1",0.9499900422627459,1613808979486,1 -"eps_1",1e-05,1613808979486,1 -"wd_2",0.01,1613808979486,1 -"sqr_mom_2",0.99,1613808979486,1 -"lr_2",4.0095594277638955e-05,1613808979486,1 -"mom_2",0.9499900422627459,1613808979486,1 -"eps_2",1e-05,1613808979486,1 -"train_loss",0.87684566,1613808980331,2 -"raw_loss",0.5330027,1613808980331,2 -"wd_0",0.01,1613808980331,2 -"sqr_mom_0",0.99,1613808980331,2 -"lr_0",4.0382339034447715e-06,1613808980331,2 -"mom_0",0.949960173017245,1613808980331,2 -"eps_0",1e-05,1613808980331,2 -"wd_1",0.01,1613808980331,2 -"sqr_mom_1",0.99,1613808980331,2 -"lr_1",4.0382339034447715e-06,1613808980331,2 -"mom_1",0.949960173017245,1613808980331,2 -"eps_1",1e-05,1613808980331,2 -"wd_2",0.01,1613808980331,2 -"sqr_mom_2",0.99,1613808980331,2 -"lr_2",4.038233903444772e-05,1613808980331,2 -"mom_2",0.949960173017245,1613808980331,2 -"eps_2",1e-05,1613808980331,2 -"train_loss",0.76769066,1613808981185,3 -"raw_loss",0.453151,1613808981185,3 -"wd_0",0.01,1613808981185,3 -"sqr_mom_0",0.99,1613808981185,3 -"lr_0",4.086012005726854e-06,1613808981185,3 -"mom_0",0.9499104041607012,1613808981185,3 -"eps_0",1e-05,1613808981185,3 -"wd_1",0.01,1613808981185,3 -"sqr_mom_1",0.99,1613808981185,3 -"lr_1",4.086012005726854e-06,1613808981185,3 -"mom_1",0.9499104041607012,1613808981185,3 -"eps_1",1e-05,1613808981185,3 -"wd_2",0.01,1613808981185,3 -"sqr_mom_2",0.99,1613808981185,3 -"lr_2",4.086012005726854e-05,1613808981185,3 -"mom_2",0.9499104041607012,1613808981185,3 -"eps_2",1e-05,1613808981185,3 -"train_loss",0.7420279,1613808982035,4 -"raw_loss",0.644408,1613808982035,4 -"wd_0",0.01,1613808982035,4 -"sqr_mom_0",0.99,1613808982035,4 -"lr_0",4.152874704138565e-06,1613808982035,4 -"mom_0",0.9498407555165223,1613808982035,4 -"eps_0",1e-05,1613808982035,4 -"wd_1",0.01,1613808982035,4 -"sqr_mom_1",0.99,1613808982035,4 -"lr_1",4.152874704138565e-06,1613808982035,4 -"mom_1",0.9498407555165223,1613808982035,4 -"eps_1",1e-05,1613808982035,4 -"wd_2",0.01,1613808982035,4 -"sqr_mom_2",0.99,1613808982035,4 -"lr_2",4.152874704138565e-05,1613808982035,4 -"mom_2",0.9498407555165223,1613808982035,4 -"eps_2",1e-05,1613808982035,4 -"train_loss",0.7899793,1613808982894,5 -"raw_loss",1.0157299,1613808982894,5 -"wd_0",0.01,1613808982894,5 -"sqr_mom_0",0.99,1613808982894,5 -"lr_0",4.238795394615183e-06,1613808982894,5 -"mom_0",0.9497512547972758,1613808982894,5 -"eps_0",1e-05,1613808982894,5 -"wd_1",0.01,1613808982894,5 -"sqr_mom_1",0.99,1613808982894,5 -"lr_1",4.238795394615183e-06,1613808982894,5 -"mom_1",0.9497512547972758,1613808982894,5 -"eps_1",1e-05,1613808982894,5 -"wd_2",0.01,1613808982894,5 -"sqr_mom_2",0.99,1613808982894,5 -"lr_2",4.2387953946151834e-05,1613808982894,5 -"mom_2",0.9497512547972758,1613808982894,5 -"eps_2",1e-05,1613808982894,5 -"train_loss",0.7468911,1613808983750,6 -"raw_loss",0.50586784,1613808983750,6 -"wd_0",0.01,1613808983750,6 -"sqr_mom_0",0.99,1613808983750,6 -"lr_0",4.343739770193693e-06,1613808983750,6 -"mom_0",0.9496419377393815,1613808983750,6 -"eps_0",1e-05,1613808983750,6 -"wd_1",0.01,1613808983750,6 -"sqr_mom_1",0.99,1613808983750,6 -"lr_1",4.343739770193693e-06,1613808983750,6 -"mom_1",0.9496419377393815,1613808983750,6 -"eps_1",1e-05,1613808983750,6 -"wd_2",0.01,1613808983750,6 -"sqr_mom_2",0.99,1613808983750,6 -"lr_2",4.343739770193693e-05,1613808983750,6 -"mom_2",0.9496419377393815,1613808983750,6 -"eps_2",1e-05,1613808983750,6 -"train_loss",0.69919497,1613808984609,7 -"raw_loss",0.39099026,1613808984609,7 -"wd_0",0.01,1613808984609,7 -"sqr_mom_0",0.99,1613808984609,7 -"lr_0",4.467666153583133e-06,1613808984609,7 -"mom_0",0.9495128477566842,1613808984609,7 -"eps_0",1e-05,1613808984609,7 -"wd_1",0.01,1613808984609,7 -"sqr_mom_1",0.99,1613808984609,7 -"lr_1",4.467666153583133e-06,1613808984609,7 -"mom_1",0.9495128477566842,1613808984609,7 -"eps_1",1e-05,1613808984609,7 -"wd_2",0.01,1613808984609,7 -"sqr_mom_2",0.99,1613808984609,7 -"lr_2",4.4676661535831333e-05,1613808984609,7 -"mom_2",0.9495128477566842,1613808984609,7 -"eps_2",1e-05,1613808984609,7 -"train_loss",0.6559781,1613808985465,8 -"raw_loss",0.33994982,1613808985465,8 -"wd_0",0.01,1613808985465,8 -"sqr_mom_0",0.99,1613808985465,8 -"lr_0",4.610525038422375e-06,1613808985465,8 -"mom_0",0.94936403641831,1613808985465,8 -"eps_0",1e-05,1613808985465,8 -"wd_1",0.01,1613808985465,8 -"sqr_mom_1",0.99,1613808985465,8 -"lr_1",4.610525038422375e-06,1613808985465,8 -"mom_1",0.94936403641831,1613808985465,8 -"eps_1",1e-05,1613808985465,8 -"wd_2",0.01,1613808985465,8 -"sqr_mom_2",0.99,1613808985465,8 -"lr_2",4.610525038422376e-05,1613808985465,8 -"mom_2",0.94936403641831,1613808985465,8 -"eps_2",1e-05,1613808985465,8 -"train_loss",0.6228782,1613808986314,9 -"raw_loss",0.35323492,1613808986314,9 -"wd_0",0.01,1613808986314,9 -"sqr_mom_0",0.99,1613808986314,9 -"lr_0",4.772259690167275e-06,1613808986314,9 -"mom_0",0.9491955628227424,1613808986314,9 -"eps_0",1e-05,1613808986314,9 -"wd_1",0.01,1613808986314,9 -"sqr_mom_1",0.99,1613808986314,9 -"lr_1",4.772259690167275e-06,1613808986314,9 -"mom_1",0.9491955628227424,1613808986314,9 -"eps_1",1e-05,1613808986314,9 -"wd_2",0.01,1613808986314,9 -"sqr_mom_2",0.99,1613808986314,9 -"lr_2",4.7722596901672744e-05,1613808986314,9 -"mom_2",0.9491955628227424,1613808986314,9 -"eps_2",1e-05,1613808986314,9 -"train_loss",0.58705276,1613808987164,10 -"raw_loss",0.26593453,1613808987164,10 -"wd_0",0.01,1613808987164,10 -"sqr_mom_0",0.99,1613808987164,10 -"lr_0",4.952805610107015e-06,1613808987164,10 -"mom_0",0.9490074941561385,1613808987164,10 -"eps_0",1e-05,1613808987164,10 -"wd_1",0.01,1613808987164,10 -"sqr_mom_1",0.99,1613808987164,10 -"lr_1",4.952805610107015e-06,1613808987164,10 -"mom_1",0.9490074941561385,1613808987164,10 -"eps_1",1e-05,1613808987164,10 -"wd_2",0.01,1613808987164,10 -"sqr_mom_2",0.99,1613808987164,10 -"lr_2",4.952805610107016e-05,1613808987164,10 -"mom_2",0.9490074941561385,1613808987164,10 -"eps_2",1e-05,1613808987164,10 -"train_loss",0.58140725,1613808988017,11 -"raw_loss",0.52628356,1613808988017,11 -"wd_0",0.01,1613808988017,11 -"sqr_mom_0",0.99,1613808988017,11 -"lr_0",5.1520907627064555e-06,1613808988017,11 -"mom_0",0.9487999054555141,1613808988017,11 -"eps_0",1e-05,1613808988017,11 -"wd_1",0.01,1613808988017,11 -"sqr_mom_1",0.99,1613808988017,11 -"lr_1",5.1520907627064555e-06,1613808988017,11 -"mom_1",0.9487999054555141,1613808988017,11 -"eps_1",1e-05,1613808988017,11 -"wd_2",0.01,1613808988017,11 -"sqr_mom_2",0.99,1613808988017,11 -"lr_2",5.152090762706456e-05,1613808988017,11 -"mom_2",0.9487999054555141,1613808988017,11 -"eps_2",1e-05,1613808988017,11 -"train_loss",0.57576877,1613808988873,12 -"raw_loss",0.51628995,1613808988873,12 -"wd_0",0.01,1613808988873,12 -"sqr_mom_0",0.99,1613808988873,12 -"lr_0",5.370035871207568e-06,1613808988873,12 -"mom_0",0.9485728793008255,1613808988873,12 -"eps_0",1e-05,1613808988873,12 -"wd_1",0.01,1613808988873,12 -"sqr_mom_1",0.99,1613808988873,12 -"lr_1",5.370035871207568e-06,1613808988873,12 -"mom_1",0.9485728793008255,1613808988873,12 -"eps_1",1e-05,1613808988873,12 -"wd_2",0.01,1613808988873,12 -"sqr_mom_2",0.99,1613808988873,12 -"lr_2",5.3700358712075686e-05,1613808988873,12 -"mom_2",0.9485728793008255,1613808988873,12 -"eps_2",1e-05,1613808988873,12 -"train_loss",0.59423184,1613808989730,13 -"raw_loss",0.80319595,1613808989730,13 -"wd_0",0.01,1613808989730,13 -"sqr_mom_0",0.99,1613808989730,13 -"lr_0",5.6065544142990906e-06,1613808989730,13 -"mom_0",0.9483265058184384,1613808989730,13 -"eps_0",1e-05,1613808989730,13 -"wd_1",0.01,1613808989730,13 -"sqr_mom_1",0.99,1613808989730,13 -"lr_1",5.6065544142990906e-06,1613808989730,13 -"mom_1",0.9483265058184384,1613808989730,13 -"eps_1",1e-05,1613808989730,13 -"wd_2",0.01,1613808989730,13 -"sqr_mom_2",0.99,1613808989730,13 -"lr_2",5.6065544142990906e-05,1613808989730,13 -"mom_2",0.9483265058184384,1613808989730,13 -"eps_2",1e-05,1613808989730,13 -"train_loss",0.59090996,1613808990586,14 -"raw_loss",0.55080956,1613808990586,14 -"wd_0",0.01,1613808990586,14 -"sqr_mom_0",0.99,1613808990586,14 -"lr_0",5.861551629698894e-06,1613808990586,14 -"mom_0",0.9480608837190636,1613808990586,14 -"eps_0",1e-05,1613808990586,14 -"wd_1",0.01,1613808990586,14 -"sqr_mom_1",0.99,1613808990586,14 -"lr_1",5.861551629698894e-06,1613808990586,14 -"mom_1",0.9480608837190636,1613808990586,14 -"eps_1",1e-05,1613808990586,14 -"wd_2",0.01,1613808990586,14 -"sqr_mom_2",0.99,1613808990586,14 -"lr_2",5.861551629698895e-05,1613808990586,14 -"mom_2",0.9480608837190636,1613808990586,14 -"eps_2",1e-05,1613808990586,14 -"train_loss",0.5681237,1613808991446,15 -"raw_loss",0.27622962,1613808991446,15 -"wd_0",0.01,1613808991446,15 -"sqr_mom_0",0.99,1613808991446,15 -"lr_0",6.134926216169848e-06,1613808991446,15 -"mom_0",0.947776118524823,1613808991446,15 -"eps_0",1e-05,1613808991446,15 -"wd_1",0.01,1613808991446,15 -"sqr_mom_1",0.99,1613808991446,15 -"lr_1",6.134926216169848e-06,1613808991446,15 -"mom_1",0.947776118524823,1613808991446,15 -"eps_1",1e-05,1613808991446,15 -"wd_2",0.01,1613808991446,15 -"sqr_mom_2",0.99,1613808991446,15 -"lr_2",6.134926216169849e-05,1613808991446,15 -"mom_2",0.947776118524823,1613808991446,15 -"eps_2",1e-05,1613808991446,15 -"train_loss",0.5476927,1613808992309,16 -"raw_loss",0.27118185,1613808992309,16 -"wd_0",0.01,1613808992309,16 -"sqr_mom_0",0.99,1613808992309,16 -"lr_0",6.426569286083635e-06,1613808992309,16 -"mom_0",0.9474723236603295,1613808992309,16 -"eps_0",1e-05,1613808992309,16 -"wd_1",0.01,1613808992309,16 -"sqr_mom_1",0.99,1613808992309,16 -"lr_1",6.426569286083635e-06,1613808992309,16 -"mom_1",0.9474723236603295,1613808992309,16 -"eps_1",1e-05,1613808992309,16 -"wd_2",0.01,1613808992309,16 -"sqr_mom_2",0.99,1613808992309,16 -"lr_2",6.426569286083637e-05,1613808992309,16 -"mom_2",0.9474723236603295,1613808992309,16 -"eps_2",1e-05,1613808992309,16 -"train_loss",0.52638036,1613808993171,17 -"raw_loss",0.22282347,1613808993171,17 -"wd_0",0.01,1613808993171,17 -"sqr_mom_0",0.99,1613808993171,17 -"lr_0",6.7363650492297375e-06,1613808993171,17 -"mom_0",0.9471496197403857,1613808993171,17 -"eps_0",1e-05,1613808993171,17 -"wd_1",0.01,1613808993171,17 -"sqr_mom_1",0.99,1613808993171,17 -"lr_1",6.7363650492297375e-06,1613808993171,17 -"mom_1",0.9471496197403857,1613808993171,17 -"eps_1",1e-05,1613808993171,17 -"wd_2",0.01,1613808993171,17 -"sqr_mom_2",0.99,1613808993171,17 -"lr_2",6.736365049229738e-05,1613808993171,17 -"mom_2",0.9471496197403857,1613808993171,17 -"eps_2",1e-05,1613808993171,17 -"train_loss",0.5110877,1613808994041,18 -"raw_loss",0.28264025,1613808994041,18 -"wd_0",0.01,1613808994041,18 -"sqr_mom_0",0.99,1613808994041,18 -"lr_0",7.06418938445837e-06,1613808994041,18 -"mom_0",0.9468081360578559,1613808994041,18 -"eps_0",1e-05,1613808994041,18 -"wd_1",0.01,1613808994041,18 -"sqr_mom_1",0.99,1613808994041,18 -"lr_1",7.06418938445837e-06,1613808994041,18 -"mom_1",0.9468081360578559,1613808994041,18 -"eps_1",1e-05,1613808994041,18 -"wd_2",0.01,1613808994041,18 -"sqr_mom_2",0.99,1613808994041,18 -"lr_2",7.06418938445837e-05,1613808994041,18 -"mom_2",0.9468081360578559,1613808994041,18 -"eps_2",1e-05,1613808994041,18 -"train_loss",0.5009251,1613808994908,19 -"raw_loss",0.34218967,1613808994908,19 -"wd_0",0.01,1613808994908,19 -"sqr_mom_0",0.99,1613808994908,19 -"lr_0",7.409912069008094e-06,1613808994908,19 -"mom_0",0.9464480082614498,1613808994908,19 -"eps_0",1e-05,1613808994908,19 -"wd_1",0.01,1613808994908,19 -"sqr_mom_1",0.99,1613808994908,19 -"lr_1",7.409912069008094e-06,1613808994908,19 -"mom_1",0.9464480082614498,1613808994908,19 -"eps_1",1e-05,1613808994908,19 -"wd_2",0.01,1613808994908,19 -"sqr_mom_2",0.99,1613808994908,19 -"lr_2",7.409912069008095e-05,1613808994908,19 -"mom_2",0.9464480082614498,1613808994908,19 -"eps_2",1e-05,1613808994908,19 -"train_loss",0.49531052,1613808995768,20 -"raw_loss",0.40386418,1613808995768,20 -"wd_0",0.01,1613808995768,20 -"sqr_mom_0",0.99,1613808995768,20 -"lr_0",7.773395834984238e-06,1613808995768,20 -"mom_0",0.9460693793385581,1613808995768,20 -"eps_0",1e-05,1613808995768,20 -"wd_1",0.01,1613808995768,20 -"sqr_mom_1",0.99,1613808995768,20 -"lr_1",7.773395834984238e-06,1613808995768,20 -"mom_1",0.9460693793385581,1613808995768,20 -"eps_1",1e-05,1613808995768,20 -"wd_2",0.01,1613808995768,20 -"sqr_mom_2",0.99,1613808995768,20 -"lr_2",7.773395834984238e-05,1613808995768,20 -"mom_2",0.9460693793385581,1613808995768,20 -"eps_2",1e-05,1613808995768,20 -"train_loss",0.48246557,1613808996644,21 -"raw_loss",0.26485312,1613808996644,21 -"wd_0",0.01,1613808996644,21 -"sqr_mom_0",0.99,1613808996644,21 -"lr_0",8.154495508105691e-06,1613808996644,21 -"mom_0",0.9456724005123899,1613808996644,21 -"eps_0",1e-05,1613808996644,21 -"wd_1",0.01,1613808996644,21 -"sqr_mom_1",0.99,1613808996644,21 -"lr_1",8.154495508105691e-06,1613808996644,21 -"mom_1",0.9456724005123899,1613808996644,21 -"eps_1",1e-05,1613808996644,21 -"wd_2",0.01,1613808996644,21 -"sqr_mom_2",0.99,1613808996644,21 -"lr_2",8.154495508105693e-05,1613808996644,21 -"mom_2",0.9456724005123899,1613808996644,21 -"eps_2",1e-05,1613808996644,21 -"train_loss",0.46997386,1613808997515,22 -"raw_loss",0.25033692,1613808997515,22 -"wd_0",0.01,1613808997515,22 -"sqr_mom_0",0.99,1613808997515,22 -"lr_0",8.553058337262749e-06,1613808997515,22 -"mom_0",0.9452572308986846,1613808997515,22 -"eps_0",1e-05,1613808997515,22 -"wd_1",0.01,1613808997515,22 -"sqr_mom_1",0.99,1613808997515,22 -"lr_1",8.553058337262749e-06,1613808997515,22 -"mom_1",0.9452572308986846,1613808997515,22 -"eps_1",1e-05,1613808997515,22 -"wd_2",0.01,1613808997515,22 -"sqr_mom_2",0.99,1613808997515,22 -"lr_2",8.55305833726275e-05,1613808997515,22 -"mom_2",0.9452572308986846,1613808997515,22 -"eps_2",1e-05,1613808997515,22 -"train_loss",0.45985153,1613808998392,23 -"raw_loss",0.27551442,1613808998392,23 -"wd_0",0.01,1613808998392,23 -"sqr_mom_0",0.99,1613808998392,23 -"lr_0",8.968927440491031e-06,1613808998392,23 -"mom_0",0.9448240339161551,1613808998392,23 -"eps_0",1e-05,1613808998392,23 -"wd_1",0.01,1613808998392,23 -"sqr_mom_1",0.99,1613808998392,23 -"lr_1",8.968927440491031e-06,1613808998392,23 -"mom_1",0.9448240339161551,1613808998392,23 -"eps_1",1e-05,1613808998392,23 -"wd_2",0.01,1613808998392,23 -"sqr_mom_2",0.99,1613808998392,23 -"lr_2",8.968927440491031e-05,1613808998392,23 -"mom_2",0.9448240339161551,1613808998392,23 -"eps_2",1e-05,1613808998392,23 -"train_loss",0.4475937,1613808999264,24 -"raw_loss",0.2168182,1613808999264,24 -"wd_0",0.01,1613808999264,24 -"sqr_mom_0",0.99,1613808999264,24 -"lr_0",9.401935222813777e-06,1613808999264,24 -"mom_0",0.9443729841429023,1613808999264,24 -"eps_0",1e-05,1613808999264,24 -"wd_1",0.01,1613808999264,24 -"sqr_mom_1",0.99,1613808999264,24 -"lr_1",9.401935222813777e-06,1613808999264,24 -"mom_1",0.9443729841429023,1613808999264,24 -"eps_1",1e-05,1613808999264,24 -"wd_2",0.01,1613808999264,24 -"sqr_mom_2",0.99,1613808999264,24 -"lr_2",9.401935222813777e-05,1613808999264,24 -"mom_2",0.9443729841429023,1613808999264,24 -"eps_2",1e-05,1613808999264,24 -"train_loss",0.4376778,1613809000138,25 -"raw_loss",0.24500994,1613809000138,25 -"wd_0",0.01,1613809000138,25 -"sqr_mom_0",0.99,1613809000138,25 -"lr_0",9.851911244073228e-06,1613809000138,25 -"mom_0",0.943904259120757,1613809000138,25 -"eps_0",1e-05,1613809000138,25 -"wd_1",0.01,1613809000138,25 -"sqr_mom_1",0.99,1613809000138,25 -"lr_1",9.851911244073228e-06,1613809000138,25 -"mom_1",0.943904259120757,1613809000138,25 -"eps_1",1e-05,1613809000138,25 -"wd_2",0.01,1613809000138,25 -"sqr_mom_2",0.99,1613809000138,25 -"lr_2",9.851911244073227e-05,1613809000138,25 -"mom_2",0.943904259120757,1613809000138,25 -"eps_2",1e-05,1613809000138,25 -"train_loss",0.42767286,1613809001017,26 -"raw_loss",0.2273576,1613809001017,26 -"wd_0",0.01,1613809001017,26 -"sqr_mom_0",0.99,1613809001017,26 -"lr_0",1.0318675278608704e-05,1613809001017,26 -"mom_0",0.9434180465847826,1613809001017,26 -"eps_0",1e-05,1613809001017,26 -"wd_1",0.01,1613809001017,26 -"sqr_mom_1",0.99,1613809001017,26 -"lr_1",1.0318675278608704e-05,1613809001017,26 -"mom_1",0.9434180465847826,1613809001017,26 -"eps_1",1e-05,1613809001017,26 -"wd_2",0.01,1613809001017,26 -"sqr_mom_2",0.99,1613809001017,26 -"lr_2",0.00010318675278608706,1613809001017,26 -"mom_2",0.9434180465847826,1613809001017,26 -"eps_2",1e-05,1613809001017,26 -"train_loss",0.41818014,1613809001889,27 -"raw_loss",0.22261876,1613809001889,27 -"wd_0",0.01,1613809001889,27 -"sqr_mom_0",0.99,1613809001889,27 -"lr_0",1.0802040256448307e-05,1613809001889,27 -"mom_0",0.942914541399533,1613809001889,27 -"eps_0",1e-05,1613809001889,27 -"wd_1",0.01,1613809001889,27 -"sqr_mom_1",0.99,1613809001889,27 -"lr_1",1.0802040256448307e-05,1613809001889,27 -"mom_1",0.942914541399533,1613809001889,27 -"eps_1",1e-05,1613809001889,27 -"wd_2",0.01,1613809001889,27 -"sqr_mom_2",0.99,1613809001889,27 -"lr_2",0.00010802040256448309,1613809001889,27 -"mom_2",0.942914541399533,1613809001889,27 -"eps_2",1e-05,1613809001889,27 -"train_loss",0.4173708,1613809002768,28 -"raw_loss",0.40023768,1613809002768,28 -"wd_0",0.01,1613809002768,28 -"sqr_mom_0",0.99,1613809002768,28 -"lr_0",1.1301815915877466e-05,1613809002768,28 -"mom_0",0.9423939417542943,1613809002768,28 -"eps_0",1e-05,1613809002768,28 -"wd_1",0.01,1613809002768,28 -"sqr_mom_1",0.99,1613809002768,28 -"lr_1",1.1301815915877466e-05,1613809002768,28 -"mom_1",0.9423939417542943,1613809002768,28 -"eps_1",1e-05,1613809002768,28 -"wd_2",0.01,1613809002768,28 -"sqr_mom_2",0.99,1613809002768,28 -"lr_2",0.00011301815915877467,1613809002768,28 -"mom_2",0.9423939417542943,1613809002768,28 -"eps_2",1e-05,1613809002768,28 -"train_loss",0.43240702,1613809003648,29 -"raw_loss",0.7590811,1613809003648,29 -"wd_0",0.01,1613809003648,29 -"sqr_mom_0",0.99,1613809003648,29 -"lr_0",1.1817800847632122e-05,1613809003648,29 -"mom_0",0.9418564574503832,1613809003648,29 -"eps_0",1e-05,1613809003648,29 -"wd_1",0.01,1613809003648,29 -"sqr_mom_1",0.99,1613809003648,29 -"lr_1",1.1817800847632122e-05,1613809003648,29 -"mom_1",0.9418564574503832,1613809003648,29 -"eps_1",1e-05,1613809003648,29 -"wd_2",0.01,1613809003648,29 -"sqr_mom_2",0.99,1613809003648,29 -"lr_2",0.00011817800847632124,1613809003648,29 -"mom_2",0.9418564574503832,1613809003648,29 -"eps_2",1e-05,1613809003648,29 -"train_loss",0.4326516,1613809004526,30 -"raw_loss",0.43809983,1613809004526,30 -"wd_0",0.01,1613809004526,30 -"sqr_mom_0",0.99,1613809004526,30 -"lr_0",1.2349791950158995e-05,1613809004526,30 -"mom_0",0.9413023000519176,1613809004526,30 -"eps_0",1e-05,1613809004526,30 -"wd_1",0.01,1613809004526,30 -"sqr_mom_1",0.99,1613809004526,30 -"lr_1",1.2349791950158995e-05,1613809004526,30 -"mom_1",0.9413023000519176,1613809004526,30 -"eps_1",1e-05,1613809004526,30 -"wd_2",0.01,1613809004526,30 -"sqr_mom_2",0.99,1613809004526,30 -"lr_2",0.00012349791950158997,1613809004526,30 -"mom_2",0.9413023000519176,1613809004526,30 -"eps_2",1e-05,1613809004526,30 -"train_loss",0.4373173,1613809005408,31 -"raw_loss",0.54372275,1613809005408,31 -"wd_0",0.01,1613809005408,31 -"sqr_mom_0",0.99,1613809005408,31 -"lr_0",1.289757613462115e-05,1613809005408,31 -"mom_0",0.9407316915264362,1613809005408,31 -"eps_0",1e-05,1613809005408,31 -"wd_1",0.01,1613809005408,31 -"sqr_mom_1",0.99,1613809005408,31 -"lr_1",1.289757613462115e-05,1613809005408,31 -"mom_1",0.9407316915264362,1613809005408,31 -"eps_1",1e-05,1613809005408,31 -"wd_2",0.01,1613809005408,31 -"sqr_mom_2",0.99,1613809005408,31 -"lr_2",0.0001289757613462115,1613809005408,31 -"mom_2",0.9407316915264362,1613809005408,31 -"eps_2",1e-05,1613809005408,31 -"train_loss",0.43241844,1613809006299,32 -"raw_loss",0.31812888,1613809006299,32 -"wd_0",0.01,1613809006299,32 -"sqr_mom_0",0.99,1613809006299,32 -"lr_0",1.3460933873494347e-05,1613809006299,32 -"mom_0",0.9401448605484434,1613809006299,32 -"eps_0",1e-05,1613809006299,32 -"wd_1",0.01,1613809006299,32 -"sqr_mom_1",0.99,1613809006299,32 -"lr_1",1.3460933873494347e-05,1613809006299,32 -"mom_1",0.9401448605484434,1613809006299,32 -"eps_1",1e-05,1613809006299,32 -"wd_2",0.01,1613809006299,32 -"sqr_mom_2",0.99,1613809006299,32 -"lr_2",0.00013460933873494347,1613809006299,32 -"mom_2",0.9401448605484434,1613809006299,32 -"eps_2",1e-05,1613809006299,32 -"train_loss",0.42130926,1613809007180,33 -"raw_loss",0.15643124,1613809007180,33 -"wd_0",0.01,1613809007180,33 -"sqr_mom_0",0.99,1613809007180,33 -"lr_0",1.4039643418380948e-05,1613809007180,33 -"mom_0",0.9395420381058531,1613809007180,33 -"eps_0",1e-05,1613809007180,33 -"wd_1",0.01,1613809007180,33 -"sqr_mom_1",0.99,1613809007180,33 -"lr_1",1.4039643418380948e-05,1613809007180,33 -"mom_1",0.9395420381058531,1613809007180,33 -"eps_1",1e-05,1613809007180,33 -"wd_2",0.01,1613809007180,33 -"sqr_mom_2",0.99,1613809007180,33 -"lr_2",0.0001403964341838095,1613809007180,33 -"mom_2",0.9395420381058531,1613809007180,33 -"eps_2",1e-05,1613809007180,33 -"train_loss",0.42380375,1613809008063,34 -"raw_loss",0.4845361,1613809008063,34 -"wd_0",0.01,1613809008063,34 -"sqr_mom_0",0.99,1613809008063,34 -"lr_0",1.4633472960142029e-05,1613809008063,34 -"mom_0",0.9389234656665186,1613809008063,34 -"eps_0",1e-05,1613809008063,34 -"wd_1",0.01,1613809008063,34 -"sqr_mom_1",0.99,1613809008063,34 -"lr_1",1.4633472960142029e-05,1613809008063,34 -"mom_1",0.9389234656665186,1613809008063,34 -"eps_1",1e-05,1613809008063,34 -"wd_2",0.01,1613809008063,34 -"sqr_mom_2",0.99,1613809008063,34 -"lr_2",0.0001463347296014203,1613809008063,34 -"mom_2",0.9389234656665186,1613809008063,34 -"eps_2",1e-05,1613809008063,34 -"train_loss",0.41805306,1613809008960,35 -"raw_loss",0.27521008,1613809008960,35 -"wd_0",0.01,1613809008960,35 -"sqr_mom_0",0.99,1613809008960,35 -"lr_0",1.524218452536167e-05,1613809008960,35 -"mom_0",0.9382893911194149,1613809008960,35 -"eps_0",1e-05,1613809008960,35 -"wd_1",0.01,1613809008960,35 -"sqr_mom_1",0.99,1613809008960,35 -"lr_1",1.524218452536167e-05,1613809008960,35 -"mom_1",0.9382893911194149,1613809008960,35 -"eps_1",1e-05,1613809008960,35 -"wd_2",0.01,1613809008960,35 -"sqr_mom_2",0.99,1613809008960,35 -"lr_2",0.0001524218452536167,1613809008960,35 -"mom_2",0.9382893911194149,1613809008960,35 -"eps_2",1e-05,1613809008960,35 -"train_loss",0.4162518,1613809009850,36 -"raw_loss",0.37063873,1613809009850,36 -"wd_0",0.01,1613809009850,36 -"sqr_mom_0",0.99,1613809009850,36 -"lr_0",1.5865538513507337e-05,1613809009850,36 -"mom_0",0.9376400640484298,1613809009850,36 -"eps_0",1e-05,1613809009850,36 -"wd_1",0.01,1613809009850,36 -"sqr_mom_1",0.99,1613809009850,36 -"lr_1",1.5865538513507337e-05,1613809009850,36 -"mom_1",0.9376400640484298,1613809009850,36 -"eps_1",1e-05,1613809009850,36 -"wd_2",0.01,1613809009850,36 -"sqr_mom_2",0.99,1613809009850,36 -"lr_2",0.0001586553851350734,1613809009850,36 -"mom_2",0.9376400640484298,1613809009850,36 -"eps_2",1e-05,1613809009850,36 -"train_loss",0.4159712,1613809010753,37 -"raw_loss",0.40873313,1613809010753,37 -"wd_0",0.01,1613809010753,37 -"sqr_mom_0",0.99,1613809010753,37 -"lr_0",1.6503285225903715e-05,1613809010753,37 -"mom_0",0.9369757445563502,1613809010753,37 -"eps_0",1e-05,1613809010753,37 -"wd_1",0.01,1613809010753,37 -"sqr_mom_1",0.99,1613809010753,37 -"lr_1",1.6503285225903715e-05,1613809010753,37 -"mom_1",0.9369757445563502,1613809010753,37 -"eps_1",1e-05,1613809010753,37 -"wd_2",0.01,1613809010753,37 -"sqr_mom_2",0.99,1613809010753,37 -"lr_2",0.00016503285225903715,1613809010753,37 -"mom_2",0.9369757445563502,1613809010753,37 -"eps_2",1e-05,1613809010753,37 -"train_loss",0.4161491,1613809011649,38 -"raw_loss",0.42082283,1613809011649,38 -"wd_0",0.01,1613809011649,38 -"sqr_mom_0",0.99,1613809011649,38 -"lr_0",1.715516909610041e-05,1613809011649,38 -"mom_0",0.9362966988582287,1613809011649,38 -"eps_0",1e-05,1613809011649,38 -"wd_1",0.01,1613809011649,38 -"sqr_mom_1",0.99,1613809011649,38 -"lr_1",1.715516909610041e-05,1613809011649,38 -"mom_1",0.9362966988582287,1613809011649,38 -"eps_1",1e-05,1613809011649,38 -"wd_2",0.01,1613809011649,38 -"sqr_mom_2",0.99,1613809011649,38 -"lr_2",0.0001715516909610041,1613809011649,38 -"mom_2",0.9362966988582287,1613809011649,38 -"eps_2",1e-05,1613809011649,38 -"train_loss",0.41708297,1613809012543,39 -"raw_loss",0.44203082,1613809012543,39 -"wd_0",0.01,1613809012543,39 -"sqr_mom_0",0.99,1613809012543,39 -"lr_0",1.78209335301187e-05,1613809012543,39 -"mom_0",0.9356031942394597,1613809012543,39 -"eps_0",1e-05,1613809012543,39 -"wd_1",0.01,1613809012543,39 -"sqr_mom_1",0.99,1613809012543,39 -"lr_1",1.78209335301187e-05,1613809012543,39 -"mom_1",0.9356031942394597,1613809012543,39 -"eps_1",1e-05,1613809012543,39 -"wd_2",0.01,1613809012543,39 -"sqr_mom_2",0.99,1613809012543,39 -"lr_2",0.00017820933530118696,1613809012543,39 -"mom_2",0.9356031942394597,1613809012543,39 -"eps_2",1e-05,1613809012543,39 -"train_loss",0.41785824,1613809013420,40 -"raw_loss",0.43891534,1613809013420,40 -"wd_0",0.01,1613809013420,40 -"sqr_mom_0",0.99,1613809013420,40 -"lr_0",1.8500311834625453e-05,1613809013420,40 -"mom_0",0.9348955085055984,1613809013420,40 -"eps_0",1e-05,1613809013420,40 -"wd_1",0.01,1613809013420,40 -"sqr_mom_1",0.99,1613809013420,40 -"lr_1",1.8500311834625453e-05,1613809013420,40 -"mom_1",0.9348955085055984,1613809013420,40 -"eps_1",1e-05,1613809013420,40 -"wd_2",0.01,1613809013420,40 -"sqr_mom_2",0.99,1613809013420,40 -"lr_2",0.00018500311834625453,1613809013420,40 -"mom_2",0.9348955085055984,1613809013420,40 -"eps_2",1e-05,1613809013420,40 -"train_loss",0.4104916,1613809014313,41 -"raw_loss",0.20719025,1613809014313,41 -"wd_0",0.01,1613809014313,41 -"sqr_mom_0",0.99,1613809014313,41 -"lr_0",1.9193033406318514e-05,1613809014313,41 -"mom_0",0.9341739235350849,1613809014313,41 -"eps_0",1e-05,1613809014313,41 -"wd_1",0.01,1613809014313,41 -"sqr_mom_1",0.99,1613809014313,41 -"lr_1",1.9193033406318514e-05,1613809014313,41 -"mom_1",0.9341739235350849,1613809014313,41 -"eps_1",1e-05,1613809014313,41 -"wd_2",0.01,1613809014313,41 -"sqr_mom_2",0.99,1613809014313,41 -"lr_2",0.00019193033406318514,1613809014313,41 -"mom_2",0.9341739235350849,1613809014313,41 -"eps_2",1e-05,1613809014313,41 -"train_loss",0.40216994,1613809015203,42 -"raw_loss",0.16895212,1613809015203,42 -"wd_0",0.01,1613809015203,42 -"sqr_mom_0",0.99,1613809015203,42 -"lr_0",1.9898822327136494e-05,1613809015203,42 -"mom_0",0.9334387267425661,1613809015203,42 -"eps_0",1e-05,1613809015203,42 -"wd_1",0.01,1613809015203,42 -"sqr_mom_1",0.99,1613809015203,42 -"lr_1",1.9898822327136494e-05,1613809015203,42 -"mom_1",0.9334387267425661,1613809015203,42 -"eps_1",1e-05,1613809015203,42 -"wd_2",0.01,1613809015203,42 -"sqr_mom_2",0.99,1613809015203,42 -"lr_2",0.00019898822327136498,1613809015203,42 -"mom_2",0.9334387267425661,1613809015203,42 -"eps_2",1e-05,1613809015203,42 -"train_loss",0.43881476,1613809016095,43 -"raw_loss",1.4811785,1613809016095,43 -"wd_0",0.01,1613809016095,43 -"sqr_mom_0",0.99,1613809016095,43 -"lr_0",2.0617394073649017e-05,1613809016095,43 -"mom_0",0.9326902145066156,1613809016095,43 -"eps_0",1e-05,1613809016095,43 -"wd_1",0.01,1613809016095,43 -"sqr_mom_1",0.99,1613809016095,43 -"lr_1",2.0617394073649017e-05,1613809016095,43 -"mom_1",0.9326902145066156,1613809016095,43 -"eps_1",1e-05,1613809016095,43 -"wd_2",0.01,1613809016095,43 -"sqr_mom_2",0.99,1613809016095,43 -"lr_2",0.00020617394073649018,1613809016095,43 -"mom_2",0.9326902145066156,1613809016095,43 -"eps_2",1e-05,1613809016095,43 -"train_loss",0.4314128,1613809016991,44 -"raw_loss",0.21782044,1613809016991,44 -"wd_0",0.01,1613809016991,44 -"sqr_mom_0",0.99,1613809016991,44 -"lr_0",2.1348469173112758e-05,1613809016991,44 -"mom_0",0.9319286779446742,1613809016991,44 -"eps_0",1e-05,1613809016991,44 -"wd_1",0.01,1613809016991,44 -"sqr_mom_1",0.99,1613809016991,44 -"lr_1",2.1348469173112758e-05,1613809016991,44 -"mom_1",0.9319286779446742,1613809016991,44 -"eps_1",1e-05,1613809016991,44 -"wd_2",0.01,1613809016991,44 -"sqr_mom_2",0.99,1613809016991,44 -"lr_2",0.00021348469173112757,1613809016991,44 -"mom_2",0.9319286779446742,1613809016991,44 -"eps_2",1e-05,1613809016991,44 -"train_loss",0.435903,1613809017882,45 -"raw_loss",0.56728286,1613809017882,45 -"wd_0",0.01,1613809017882,45 -"sqr_mom_0",0.99,1613809017882,45 -"lr_0",2.209175308966976e-05,1613809017882,45 -"mom_0",0.9311544238649273,1613809017882,45 -"eps_0",1e-05,1613809017882,45 -"wd_1",0.01,1613809017882,45 -"sqr_mom_1",0.99,1613809017882,45 -"lr_1",2.209175308966976e-05,1613809017882,45 -"mom_1",0.9311544238649273,1613809017882,45 -"eps_1",1e-05,1613809017882,45 -"wd_2",0.01,1613809017882,45 -"sqr_mom_2",0.99,1613809017882,45 -"lr_2",0.00022091753089669762,1613809017882,45 -"mom_2",0.9311544238649273,1613809017882,45 -"eps_2",1e-05,1613809017882,45 -"train_loss",0.43323076,1613809018778,46 -"raw_loss",0.3539894,1613809018778,46 -"wd_0",0.01,1613809018778,46 -"sqr_mom_0",0.99,1613809018778,46 -"lr_0",2.2846949765761397e-05,1613809018778,46 -"mom_0",0.9303677606606652,1613809018778,46 -"eps_0",1e-05,1613809018778,46 -"wd_1",0.01,1613809018778,46 -"sqr_mom_1",0.99,1613809018778,46 -"lr_1",2.2846949765761397e-05,1613809018778,46 -"mom_1",0.9303677606606652,1613809018778,46 -"eps_1",1e-05,1613809018778,46 -"wd_2",0.01,1613809018778,46 -"sqr_mom_2",0.99,1613809018778,46 -"lr_2",0.00022846949765761398,1613809018778,46 -"mom_2",0.9303677606606652,1613809018778,46 -"eps_2",1e-05,1613809018778,46 -"train_loss",0.42749238,1613809019680,47 -"raw_loss",0.25510636,1613809019680,47 -"wd_0",0.01,1613809019680,47 -"sqr_mom_0",0.99,1613809019680,47 -"lr_0",2.36137583988555e-05,1613809019680,47 -"mom_0",0.9295690016678588,1613809019680,47 -"eps_0",1e-05,1613809019680,47 -"wd_1",0.01,1613809019680,47 -"sqr_mom_1",0.99,1613809019680,47 -"lr_1",2.36137583988555e-05,1613809019680,47 -"mom_1",0.9295690016678588,1613809019680,47 -"eps_1",1e-05,1613809019680,47 -"wd_2",0.01,1613809019680,47 -"sqr_mom_2",0.99,1613809019680,47 -"lr_2",0.00023613758398855503,1613809019680,47 -"mom_2",0.9295690016678588,1613809019680,47 -"eps_2",1e-05,1613809019680,47 -"train_loss",0.4354288,1613809020585,48 -"raw_loss",0.6768553,1613809020585,48 -"wd_0",0.01,1613809020585,48 -"sqr_mom_0",0.99,1613809020585,48 -"lr_0",2.43918698849436e-05,1613809020585,48 -"mom_0",0.9287584688698504,1613809020585,48 -"eps_0",1e-05,1613809020585,48 -"wd_1",0.01,1613809020585,48 -"sqr_mom_1",0.99,1613809020585,48 -"lr_1",2.43918698849436e-05,1613809020585,48 -"mom_1",0.9287584688698504,1613809020585,48 -"eps_1",1e-05,1613809020585,48 -"wd_2",0.01,1613809020585,48 -"sqr_mom_2",0.99,1613809020585,48 -"lr_2",0.00024391869884943598,1613809020585,48 -"mom_2",0.9287584688698504,1613809020585,48 -"eps_2",1e-05,1613809020585,48 -"train_loss",0.4374263,1613809021490,49 -"raw_loss",0.4989323,1613809021490,49 -"wd_0",0.01,1613809021490,49 -"sqr_mom_0",0.99,1613809021490,49 -"lr_0",2.5180981594604647e-05,1613809021490,49 -"mom_0",0.9279364775056201,1613809021490,49 -"eps_0",1e-05,1613809021490,49 -"wd_1",0.01,1613809021490,49 -"sqr_mom_1",0.99,1613809021490,49 -"lr_1",2.5180981594604647e-05,1613809021490,49 -"mom_1",0.9279364775056201,1613809021490,49 -"eps_1",1e-05,1613809021490,49 -"wd_2",0.01,1613809021490,49 -"sqr_mom_2",0.99,1613809021490,49 -"lr_2",0.0002518098159460465,1613809021490,49 -"mom_2",0.9279364775056201,1613809021490,49 -"eps_2",1e-05,1613809021490,49 -"train_loss",0.43907407,1613809022403,50 -"raw_loss",0.49041083,1613809022403,50 -"wd_0",0.01,1613809022403,50 -"sqr_mom_0",0.99,1613809022403,50 -"lr_0",2.5980775592604943e-05,1613809022403,50 -"mom_0",0.9271033587577031,1613809022403,50 -"eps_0",1e-05,1613809022403,50 -"wd_1",0.01,1613809022403,50 -"sqr_mom_1",0.99,1613809022403,50 -"lr_1",2.5980775592604943e-05,1613809022403,50 -"mom_1",0.9271033587577031,1613809022403,50 -"eps_1",1e-05,1613809022403,50 -"wd_2",0.01,1613809022403,50 -"sqr_mom_2",0.99,1613809022403,50 -"lr_2",0.00025980775592604943,1613809022403,50 -"mom_2",0.9271033587577031,1613809022403,50 -"eps_2",1e-05,1613809022403,50 -"train_loss",0.4383182,1613809023308,51 -"raw_loss",0.41449907,1613809023308,51 -"wd_0",0.01,1613809023308,51 -"sqr_mom_0",0.99,1613809023308,51 -"lr_0",2.679092948844323e-05,1613809023308,51 -"mom_0",0.9262594484495382,1613809023308,51 -"eps_0",1e-05,1613809023308,51 -"wd_1",0.01,1613809023308,51 -"sqr_mom_1",0.99,1613809023308,51 -"lr_1",2.679092948844323e-05,1613809023308,51 -"mom_1",0.9262594484495382,1613809023308,51 -"eps_1",1e-05,1613809023308,51 -"wd_2",0.01,1613809023308,51 -"sqr_mom_2",0.99,1613809023308,51 -"lr_2",0.0002679092948844323,1613809023308,51 -"mom_2",0.9262594484495382,1613809023308,51 -"eps_2",1e-05,1613809023308,51 -"train_loss",0.4350644,1613809024212,52 -"raw_loss",0.33139065,1613809024212,52 -"wd_0",0.01,1613809024212,52 -"sqr_mom_0",0.99,1613809024212,52 -"lr_0",2.7611132061247287e-05,1613809024212,52 -"mom_0",0.925405070769534,1613809024212,52 -"eps_0",1e-05,1613809024212,52 -"wd_1",0.01,1613809024212,52 -"sqr_mom_1",0.99,1613809024212,52 -"lr_1",2.7611132061247287e-05,1613809024212,52 -"mom_1",0.925405070769534,1613809024212,52 -"eps_1",1e-05,1613809024212,52 -"wd_2",0.01,1613809024212,52 -"sqr_mom_2",0.99,1613809024212,52 -"lr_2",0.0002761113206124729,1613809024212,52 -"mom_2",0.925405070769534,1613809024212,52 -"eps_2",1e-05,1613809024212,52 -"train_loss",0.44309428,1613809025111,53 -"raw_loss",0.70169777,1613809025111,53 -"wd_0",0.01,1613809025111,53 -"sqr_mom_0",0.99,1613809025111,53 -"lr_0",2.8441045144293137e-05,1613809025111,53 -"mom_0",0.9245405779746946,1613809025111,53 -"eps_0",1e-05,1613809025111,53 -"wd_1",0.01,1613809025111,53 -"sqr_mom_1",0.99,1613809025111,53 -"lr_1",2.8441045144293137e-05,1613809025111,53 -"mom_1",0.9245405779746946,1613809025111,53 -"eps_1",1e-05,1613809025111,53 -"wd_2",0.01,1613809025111,53 -"sqr_mom_2",0.99,1613809025111,53 -"lr_2",0.00028441045144293135,1613809025111,53 -"mom_2",0.9245405779746946,1613809025111,53 -"eps_2",1e-05,1613809025111,53 -"train_loss",0.44150913,1613809026020,54 -"raw_loss",0.38992625,1613809026020,54 -"wd_0",0.01,1613809026020,54 -"sqr_mom_0",0.99,1613809026020,54 -"lr_0",2.928033804036227e-05,1613809026020,54 -"mom_0",0.9236663145412892,1613809026020,54 -"eps_0",1e-05,1613809026020,54 -"wd_1",0.01,1613809026020,54 -"sqr_mom_1",0.99,1613809026020,54 -"lr_1",2.928033804036227e-05,1613809026020,54 -"mom_1",0.9236663145412892,1613809026020,54 -"eps_1",1e-05,1613809026020,54 -"wd_2",0.01,1613809026020,54 -"sqr_mom_2",0.99,1613809026020,54 -"lr_2",0.0002928033804036227,1613809026020,54 -"mom_2",0.9236663145412892,1613809026020,54 -"eps_2",1e-05,1613809026020,54 -"train_loss",0.43818474,1613809026929,55 -"raw_loss",0.32891196,1613809026929,55 -"wd_0",0.01,1613809026929,55 -"sqr_mom_0",0.99,1613809026929,55 -"lr_0",3.0128684324864082e-05,1613809026929,55 -"mom_0",0.9227826204949332,1613809026929,55 -"eps_0",1e-05,1613809026929,55 -"wd_1",0.01,1613809026929,55 -"sqr_mom_1",0.99,1613809026929,55 -"lr_1",3.0128684324864082e-05,1613809026929,55 -"mom_1",0.9227826204949332,1613809026929,55 -"eps_1",1e-05,1613809026929,55 -"wd_2",0.01,1613809026929,55 -"sqr_mom_2",0.99,1613809026929,55 -"lr_2",0.00030128684324864084,1613809026929,55 -"mom_2",0.9227826204949332,1613809026929,55 -"eps_2",1e-05,1613809026929,55 -"train_loss",0.43215764,1613809027846,56 -"raw_loss",0.23210034,1613809027846,56 -"wd_0",0.01,1613809027846,56 -"sqr_mom_0",0.99,1613809027846,56 -"lr_0",3.098574217728647e-05,1613809027846,56 -"mom_0",0.9218898518986599,1613809027846,56 -"eps_0",1e-05,1613809027846,56 -"wd_1",0.01,1613809027846,56 -"sqr_mom_1",0.99,1613809027846,56 -"lr_1",3.098574217728647e-05,1613809027846,56 -"mom_1",0.9218898518986599,1613809027846,56 -"eps_1",1e-05,1613809027846,56 -"wd_2",0.01,1613809027846,56 -"sqr_mom_2",0.99,1613809027846,56 -"lr_2",0.0003098574217728647,1613809027846,56 -"mom_2",0.9218898518986599,1613809027846,56 -"eps_2",1e-05,1613809027846,56 -"train_loss",0.43541196,1613809028756,57 -"raw_loss",0.5444617,1613809028756,57 -"wd_0",0.01,1613809028756,57 -"sqr_mom_0",0.99,1613809028756,57 -"lr_0",3.1851166143778996e-05,1613809028756,57 -"mom_0",0.9209883686002301,1613809028756,57 -"eps_0",1e-05,1613809028756,57 -"wd_1",0.01,1613809028756,57 -"sqr_mom_1",0.99,1613809028756,57 -"lr_1",3.1851166143778996e-05,1613809028756,57 -"mom_1",0.9209883686002301,1613809028756,57 -"eps_1",1e-05,1613809028756,57 -"wd_2",0.01,1613809028756,57 -"sqr_mom_2",0.99,1613809028756,57 -"lr_2",0.00031851166143778996,1613809028756,57 -"mom_2",0.9209883686002301,1613809028756,57 -"eps_2",1e-05,1613809028756,57 -"train_loss",0.43362817,1613809029677,58 -"raw_loss",0.37330317,1613809029677,58 -"wd_0",0.01,1613809029677,58 -"sqr_mom_0",0.99,1613809029677,58 -"lr_0",3.2724619636643604e-05,1613809029677,58 -"mom_0",0.9200785212118295,1613809029677,58 -"eps_0",1e-05,1613809029677,58 -"wd_1",0.01,1613809029677,58 -"sqr_mom_1",0.99,1613809029677,58 -"lr_1",3.2724619636643604e-05,1613809029677,58 -"mom_1",0.9200785212118295,1613809029677,58 -"eps_1",1e-05,1613809029677,58 -"wd_2",0.01,1613809029677,58 -"sqr_mom_2",0.99,1613809029677,58 -"lr_2",0.00032724619636643603,1613809029677,58 -"mom_2",0.9200785212118295,1613809029677,58 -"eps_2",1e-05,1613809029677,58 -"train_loss",0.43441418,1613809030596,59 -"raw_loss",0.46123645,1613809030596,59 -"wd_0",0.01,1613809030596,59 -"sqr_mom_0",0.99,1613809030596,59 -"lr_0",3.360575486094434e-05,1613809030596,59 -"mom_0",0.9191606720198496,1613809030596,59 -"eps_0",1e-05,1613809030596,59 -"wd_1",0.01,1613809030596,59 -"sqr_mom_1",0.99,1613809030596,59 -"lr_1",3.360575486094434e-05,1613809030596,59 -"mom_1",0.9191606720198496,1613809030596,59 -"eps_1",1e-05,1613809030596,59 -"wd_2",0.01,1613809030596,59 -"sqr_mom_2",0.99,1613809030596,59 -"lr_2",0.0003360575486094434,1613809030596,59 -"mom_2",0.9191606720198496,1613809030596,59 -"eps_2",1e-05,1613809030596,59 -"train_loss",0.43133748,1613809031518,60 -"raw_loss",0.32543573,1613809031518,60 -"wd_0",0.01,1613809031518,60 -"sqr_mom_0",0.99,1613809031518,60 -"lr_0",3.449420840018014e-05,1613809031518,60 -"mom_0",0.9182351995831457,1613809031518,60 -"eps_0",1e-05,1613809031518,60 -"wd_1",0.01,1613809031518,60 -"sqr_mom_1",0.99,1613809031518,60 -"lr_1",3.449420840018014e-05,1613809031518,60 -"mom_1",0.9182351995831457,1613809031518,60 -"eps_1",1e-05,1613809031518,60 -"wd_2",0.01,1613809031518,60 -"sqr_mom_2",0.99,1613809031518,60 -"lr_2",0.0003449420840018014,1613809031518,60 -"mom_2",0.9182351995831457,1613809031518,60 -"eps_2",1e-05,1613809031518,60 -"train_loss",0.42908862,1613809032449,61 -"raw_loss",0.3510273,1613809032449,61 -"wd_0",0.01,1613809032449,61 -"sqr_mom_0",0.99,1613809032449,61 -"lr_0",3.538963882561395e-05,1613809032449,61 -"mom_0",0.9173024595566521,1613809032449,61 -"eps_0",1e-05,1613809032449,61 -"wd_1",0.01,1613809032449,61 -"sqr_mom_1",0.99,1613809032449,61 -"lr_1",3.538963882561395e-05,1613809032449,61 -"mom_1",0.9173024595566521,1613809032449,61 -"eps_1",1e-05,1613809032449,61 -"wd_2",0.01,1613809032449,61 -"sqr_mom_2",0.99,1613809032449,61 -"lr_2",0.00035389638825613945,1613809032449,61 -"mom_2",0.9173024595566521,1613809032449,61 -"eps_2",1e-05,1613809032449,61 -"train_loss",0.4280565,1613809033367,62 -"raw_loss",0.3919348,1613809033367,62 -"wd_0",0.01,1613809033367,62 -"sqr_mom_0",0.99,1613809033367,62 -"lr_0",3.62916853271771e-05,1613809033367,62 -"mom_0",0.9163628277841905,1613809033367,62 -"eps_0",1e-05,1613809033367,62 -"wd_1",0.01,1613809033367,62 -"sqr_mom_1",0.99,1613809033367,62 -"lr_1",3.62916853271771e-05,1613809033367,62 -"mom_1",0.9163628277841905,1613809033367,62 -"eps_1",1e-05,1613809033367,62 -"wd_2",0.01,1613809033367,62 -"sqr_mom_2",0.99,1613809033367,62 -"lr_2",0.00036291685327177097,1613809033367,62 -"mom_2",0.9163628277841905,1613809033367,62 -"eps_2",1e-05,1613809033367,62 -"train_loss",0.43398628,1613809034284,63 -"raw_loss",0.6431742,1613809034284,63 -"wd_0",0.01,1613809034284,63 -"sqr_mom_0",0.99,1613809034284,63 -"lr_0",3.7199984335430555e-05,1613809034284,63 -"mom_0",0.9154166829839265,1613809034284,63 -"eps_0",1e-05,1613809034284,63 -"wd_1",0.01,1613809034284,63 -"sqr_mom_1",0.99,1613809034284,63 -"lr_1",3.7199984335430555e-05,1613809034284,63 -"mom_1",0.9154166829839265,1613809034284,63 -"eps_1",1e-05,1613809034284,63 -"wd_2",0.01,1613809034284,63 -"sqr_mom_2",0.99,1613809034284,63 -"lr_2",0.0003719998433543055,1613809034284,63 -"mom_2",0.9154166829839265,1613809034284,63 -"eps_2",1e-05,1613809034284,63 -"train_loss",0.43301502,1613809035213,64 -"raw_loss",0.39848524,1613809035213,64 -"wd_0",0.01,1613809035213,64 -"sqr_mom_0",0.99,1613809035213,64 -"lr_0",3.811418258736771e-05,1613809035213,64 -"mom_0",0.9144643931381586,1613809035213,64 -"eps_0",1e-05,1613809035213,64 -"wd_1",0.01,1613809035213,64 -"sqr_mom_1",0.99,1613809035213,64 -"lr_1",3.811418258736771e-05,1613809035213,64 -"mom_1",0.9144643931381586,1613809035213,64 -"eps_1",1e-05,1613809035213,64 -"wd_2",0.01,1613809035213,64 -"sqr_mom_2",0.99,1613809035213,64 -"lr_2",0.0003811418258736771,1613809035213,64 -"mom_2",0.9144643931381586,1613809035213,64 -"eps_2",1e-05,1613809035213,64 -"train_loss",0.43217024,1613809036146,65 -"raw_loss",0.4019097,1613809036146,65 -"wd_0",0.01,1613809036146,65 -"sqr_mom_0",0.99,1613809036146,65 -"lr_0",3.903391602890417e-05,1613809036146,65 -"mom_0",0.9135063374698915,1613809036146,65 -"eps_0",1e-05,1613809036146,65 -"wd_1",0.01,1613809036146,65 -"sqr_mom_1",0.99,1613809036146,65 -"lr_1",3.903391602890417e-05,1613809036146,65 -"mom_1",0.9135063374698915,1613809036146,65 -"eps_1",1e-05,1613809036146,65 -"wd_2",0.01,1613809036146,65 -"sqr_mom_2",0.99,1613809036146,65 -"lr_2",0.00039033916028904166,1613809036146,65 -"mom_2",0.9135063374698915,1613809036146,65 -"eps_2",1e-05,1613809036146,65 -"train_loss",0.4286592,1613809037081,66 -"raw_loss",0.30196622,1613809037081,66 -"wd_0",0.01,1613809037081,66 -"sqr_mom_0",0.99,1613809037081,66 -"lr_0",3.99588053415138e-05,1613809037081,66 -"mom_0",0.9125429111025898,1613809037081,66 -"eps_0",1e-05,1613809037081,66 -"wd_1",0.01,1613809037081,66 -"sqr_mom_1",0.99,1613809037081,66 -"lr_1",3.99588053415138e-05,1613809037081,66 -"mom_1",0.9125429111025898,1613809037081,66 -"eps_1",1e-05,1613809037081,66 -"wd_2",0.01,1613809037081,66 -"sqr_mom_2",0.99,1613809037081,66 -"lr_2",0.00039958805341513796,1613809037081,66 -"mom_2",0.9125429111025898,1613809037081,66 -"eps_2",1e-05,1613809037081,66 -"train_loss",0.42772284,1613809038018,67 -"raw_loss",0.39369237,1613809038018,67 -"wd_0",0.01,1613809038018,67 -"sqr_mom_0",0.99,1613809038018,67 -"lr_0",4.08884951116815e-05,1613809038018,67 -"mom_0",0.911574484258665,1613809038018,67 -"eps_0",1e-05,1613809038018,67 -"wd_1",0.01,1613809038018,67 -"sqr_mom_1",0.99,1613809038018,67 -"lr_1",4.08884951116815e-05,1613809038018,67 -"mom_1",0.911574484258665,1613809038018,67 -"eps_1",1e-05,1613809038018,67 -"wd_2",0.01,1613809038018,67 -"sqr_mom_2",0.99,1613809038018,67 -"lr_2",0.00040888495111681496,1613809038018,67 -"mom_2",0.911574484258665,1613809038018,67 -"eps_2",1e-05,1613809038018,67 -"train_loss",0.42176157,1613809038950,68 -"raw_loss",0.2036049,1613809038950,68 -"wd_0",0.01,1613809038950,68 -"sqr_mom_0",0.99,1613809038950,68 -"lr_0",4.182261070748181e-05,1613809038950,68 -"mom_0",0.9106014471797064,1613809038950,68 -"eps_0",1e-05,1613809038950,68 -"wd_1",0.01,1613809038950,68 -"sqr_mom_1",0.99,1613809038950,68 -"lr_1",4.182261070748181e-05,1613809038950,68 -"mom_1",0.9106014471797064,1613809038950,68 -"eps_1",1e-05,1613809038950,68 -"wd_2",0.01,1613809038950,68 -"sqr_mom_2",0.99,1613809038950,68 -"lr_2",0.0004182261070748181,1613809038950,68 -"mom_2",0.9106014471797064,1613809038950,68 -"eps_2",1e-05,1613809038950,68 -"train_loss",0.41638133,1613809039887,69 -"raw_loss",0.21815322,1613809039887,69 -"wd_0",0.01,1613809039887,69 -"sqr_mom_0",0.99,1613809039887,69 -"lr_0",4.276077565110786e-05,1613809039887,69 -"mom_0",0.9096241920300959,1613809039887,69 -"eps_0",1e-05,1613809039887,69 -"wd_1",0.01,1613809039887,69 -"sqr_mom_1",0.99,1613809039887,69 -"lr_1",4.276077565110786e-05,1613809039887,69 -"mom_1",0.9096241920300959,1613809039887,69 -"eps_1",1e-05,1613809039887,69 -"wd_2",0.01,1613809039887,69 -"sqr_mom_2",0.99,1613809039887,69 -"lr_2",0.0004276077565110786,1613809039887,69 -"mom_2",0.9096241920300959,1613809039887,69 -"eps_2",1e-05,1613809039887,69 -"train_loss",0.4111447,1613809040822,70 -"raw_loss",0.21693228,1613809040822,70 -"wd_0",0.01,1613809040822,70 -"sqr_mom_0",0.99,1613809040822,70 -"lr_0",4.3702625063851606e-05,1613809040822,70 -"mom_0",0.9086430988918213,1613809040822,70 -"eps_0",1e-05,1613809040822,70 -"wd_1",0.01,1613809040822,70 -"sqr_mom_1",0.99,1613809040822,70 -"lr_1",4.3702625063851606e-05,1613809040822,70 -"mom_1",0.9086430988918213,1613809040822,70 -"eps_1",1e-05,1613809040822,70 -"wd_2",0.01,1613809040822,70 -"sqr_mom_2",0.99,1613809040822,70 -"lr_2",0.000437026250638516,1613809040822,70 -"mom_2",0.9086430988918213,1613809040822,70 -"eps_2",1e-05,1613809040822,70 -"train_loss",0.40873027,1613809041757,71 -"raw_loss",0.31861144,1613809041757,71 -"wd_0",0.01,1613809041757,71 -"sqr_mom_0",0.99,1613809041757,71 -"lr_0",4.464778384664229e-05,1613809041757,71 -"mom_0",0.907658558493081,1613809041757,71 -"eps_0",1e-05,1613809041757,71 -"wd_1",0.01,1613809041757,71 -"sqr_mom_1",0.99,1613809041757,71 -"lr_1",4.464778384664229e-05,1613809041757,71 -"mom_1",0.907658558493081,1613809041757,71 -"eps_1",1e-05,1613809041757,71 -"wd_2",0.01,1613809041757,71 -"sqr_mom_2",0.99,1613809041757,71 -"lr_2",0.0004464778384664229,1613809041757,71 -"mom_2",0.907658558493081,1613809041757,71 -"eps_2",1e-05,1613809041757,71 -"train_loss",0.40693286,1613809042698,72 -"raw_loss",0.33942407,1613809042698,72 -"wd_0",0.01,1613809042698,72 -"sqr_mom_0",0.99,1613809042698,72 -"lr_0",4.559586221171578e-05,1613809042698,72 -"mom_0",0.9066709768627961,1613809042698,72 -"eps_0",1e-05,1613809042698,72 -"wd_1",0.01,1613809042698,72 -"sqr_mom_1",0.99,1613809042698,72 -"lr_1",4.559586221171578e-05,1613809042698,72 -"mom_1",0.9066709768627961,1613809042698,72 -"eps_1",1e-05,1613809042698,72 -"wd_2",0.01,1613809042698,72 -"sqr_mom_2",0.99,1613809042698,72 -"lr_2",0.0004559586221171578,1613809042698,72 -"mom_2",0.9066709768627961,1613809042698,72 -"eps_2",1e-05,1613809042698,72 -"train_loss",0.40510336,1613809043643,73 -"raw_loss",0.33597094,1613809043643,73 -"wd_0",0.01,1613809043643,73 -"sqr_mom_0",0.99,1613809043643,73 -"lr_0",4.654649585118655e-05,1613809043643,73 -"mom_0",0.9056807334883473,1613809043643,73 -"eps_0",1e-05,1613809043643,73 -"wd_1",0.01,1613809043643,73 -"sqr_mom_1",0.99,1613809043643,73 -"lr_1",4.654649585118655e-05,1613809043643,73 -"mom_1",0.9056807334883473,1613809043643,73 -"eps_1",1e-05,1613809043643,73 -"wd_2",0.01,1613809043643,73 -"sqr_mom_2",0.99,1613809043643,73 -"lr_2",0.0004654649585118655,1613809043643,73 -"mom_2",0.9056807334883473,1613809043643,73 -"eps_2",1e-05,1613809043643,73 -"train_loss",0.4049322,1613809044586,74 -"raw_loss",0.39842516,1613809044586,74 -"wd_0",0.01,1613809044586,74 -"sqr_mom_0",0.99,1613809044586,74 -"lr_0",4.7499301676935596e-05,1613809044586,74 -"mom_0",0.9046882274198588,1613809044586,74 -"eps_0",1e-05,1613809044586,74 -"wd_1",0.01,1613809044586,74 -"sqr_mom_1",0.99,1613809044586,74 -"lr_1",4.7499301676935596e-05,1613809044586,74 -"mom_1",0.9046882274198588,1613809044586,74 -"eps_1",1e-05,1613809044586,74 -"wd_2",0.01,1613809044586,74 -"sqr_mom_2",0.99,1613809044586,74 -"lr_2",0.0004749930167693559,1613809044586,74 -"mom_2",0.9046882274198588,1613809044586,74 -"eps_2",1e-05,1613809044586,74 -"train_loss",0.39837337,1613809045533,75 -"raw_loss",0.14761953,1613809045533,75 -"wd_0",0.01,1613809045533,75 -"sqr_mom_0",0.99,1613809045533,75 -"lr_0",4.8453895694889025e-05,1613809045533,75 -"mom_0",0.9036938586511573,1613809045533,75 -"eps_0",1e-05,1613809045533,75 -"wd_1",0.01,1613809045533,75 -"sqr_mom_1",0.99,1613809045533,75 -"lr_1",4.8453895694889025e-05,1613809045533,75 -"mom_1",0.9036938586511573,1613809045533,75 -"eps_1",1e-05,1613809045533,75 -"wd_2",0.01,1613809045533,75 -"sqr_mom_2",0.99,1613809045533,75 -"lr_2",0.00048453895694889026,1613809045533,75 -"mom_2",0.9036938586511573,1613809045533,75 -"eps_2",1e-05,1613809045533,75 -"train_loss",0.39824572,1613809046472,76 -"raw_loss",0.39333794,1613809046472,76 -"wd_0",0.01,1613809046472,76 -"sqr_mom_0",0.99,1613809046472,76 -"lr_0",4.9409906636610176e-05,1613809046472,76 -"mom_0",0.9026980139201977,1613809046472,76 -"eps_0",1e-05,1613809046472,76 -"wd_1",0.01,1613809046472,76 -"sqr_mom_1",0.99,1613809046472,76 -"lr_1",4.9409906636610176e-05,1613809046472,76 -"mom_1",0.9026980139201977,1613809046472,76 -"eps_1",1e-05,1613809046472,76 -"wd_2",0.01,1613809046472,76 -"sqr_mom_2",0.99,1613809046472,76 -"lr_2",0.0004940990663661018,1613809046472,76 -"mom_2",0.9026980139201977,1613809046472,76 -"eps_2",1e-05,1613809046472,76 -"train_loss",0.3955113,1613809047416,77 -"raw_loss",0.28980488,1613809047416,77 -"wd_0",0.01,1613809047416,77 -"sqr_mom_0",0.99,1613809047416,77 -"lr_0",5.036695373039585e-05,1613809047416,77 -"mom_0",0.901701089864171,1613809047416,77 -"eps_0",1e-05,1613809047416,77 -"wd_1",0.01,1613809047416,77 -"sqr_mom_1",0.99,1613809047416,77 -"lr_1",5.036695373039585e-05,1613809047416,77 -"mom_1",0.901701089864171,1613809047416,77 -"eps_1",1e-05,1613809047416,77 -"wd_2",0.01,1613809047416,77 -"sqr_mom_2",0.99,1613809047416,77 -"lr_2",0.0005036695373039585,1613809047416,77 -"mom_2",0.901701089864171,1613809047416,77 -"eps_2",1e-05,1613809047416,77 -"train_loss",0.38918737,1613809048365,78 -"raw_loss",0.14340821,1613809048365,78 -"wd_0",0.01,1613809048365,78 -"sqr_mom_0",0.99,1613809048365,78 -"lr_0",5.1324642301976503e-05,1613809048365,78 -"mom_0",0.9007034976021078,1613809048365,78 -"eps_0",1e-05,1613809048365,78 -"wd_1",0.01,1613809048365,78 -"sqr_mom_1",0.99,1613809048365,78 -"lr_1",5.1324642301976503e-05,1613809048365,78 -"mom_1",0.9007034976021078,1613809048365,78 -"eps_1",1e-05,1613809048365,78 -"wd_2",0.01,1613809048365,78 -"sqr_mom_2",0.99,1613809048365,78 -"lr_2",0.000513246423019765,1613809048365,78 -"mom_2",0.9007034976021078,1613809048365,78 -"eps_2",1e-05,1613809048365,78 -"train_loss",0.38591906,1613809049308,79 -"raw_loss",0.25823355,1613809049308,79 -"wd_0",0.01,1613809049308,79 -"sqr_mom_0",0.99,1613809049308,79 -"lr_0",5.228260436689341e-05,1613809049308,79 -"mom_0",0.8997056204511527,1613809049308,79 -"eps_0",1e-05,1613809049308,79 -"wd_1",0.01,1613809049308,79 -"sqr_mom_1",0.99,1613809049308,79 -"lr_1",5.228260436689341e-05,1613809049308,79 -"mom_1",0.8997056204511527,1613809049308,79 -"eps_1",1e-05,1613809049308,79 -"wd_2",0.01,1613809049308,79 -"sqr_mom_2",0.99,1613809049308,79 -"lr_2",0.0005228260436689341,1613809049308,79 -"mom_2",0.8997056204511527,1613809049308,79 -"eps_2",1e-05,1613809049308,79 -"train_loss",0.3792292,1613809050255,80 -"raw_loss",0.11654398,1613809050255,80 -"wd_0",0.01,1613809050255,80 -"sqr_mom_0",0.99,1613809050255,80 -"lr_0",5.324045386761101e-05,1613809050255,80 -"mom_0",0.8987078605545719,1613809050255,80 -"eps_0",1e-05,1613809050255,80 -"wd_1",0.01,1613809050255,80 -"sqr_mom_1",0.99,1613809050255,80 -"lr_1",5.324045386761101e-05,1613809050255,80 -"mom_1",0.8987078605545719,1613809050255,80 -"eps_1",1e-05,1613809050255,80 -"wd_2",0.01,1613809050255,80 -"sqr_mom_2",0.99,1613809050255,80 -"lr_2",0.0005324045386761101,1613809050255,80 -"mom_2",0.8987078605545719,1613809050255,80 -"eps_2",1e-05,1613809050255,80 -"train_loss",0.37961206,1613809051189,81 -"raw_loss",0.3947194,1613809051189,81 -"wd_0",0.01,1613809051189,81 -"sqr_mom_0",0.99,1613809051189,81 -"lr_0",5.419780928291187e-05,1613809051189,81 -"mom_0",0.8977106153303,1613809051189,81 -"eps_0",1e-05,1613809051189,81 -"wd_1",0.01,1613809051189,81 -"sqr_mom_1",0.99,1613809051189,81 -"lr_1",5.419780928291187e-05,1613809051189,81 -"mom_1",0.8977106153303,1613809051189,81 -"eps_1",1e-05,1613809051189,81 -"wd_2",0.01,1613809051189,81 -"sqr_mom_2",0.99,1613809051189,81 -"lr_2",0.0005419780928291187,1613809051189,81 -"mom_2",0.8977106153303,1613809051189,81 -"eps_2",1e-05,1613809051189,81 -"train_loss",0.3755125,1613809052125,82 -"raw_loss",0.21295767,1613809052125,82 -"wd_0",0.01,1613809052125,82 -"sqr_mom_0",0.99,1613809052125,82 -"lr_0",5.5154289288377806e-05,1613809052125,82 -"mom_0",0.8967142819912731,1613809052125,82 -"eps_0",1e-05,1613809052125,82 -"wd_1",0.01,1613809052125,82 -"sqr_mom_1",0.99,1613809052125,82 -"lr_1",5.5154289288377806e-05,1613809052125,82 -"mom_1",0.8967142819912731,1613809052125,82 -"eps_1",1e-05,1613809052125,82 -"wd_2",0.01,1613809052125,82 -"sqr_mom_2",0.99,1613809052125,82 -"lr_2",0.000551542892883778,1613809052125,82 -"mom_2",0.8967142819912731,1613809052125,82 -"eps_2",1e-05,1613809052125,82 -"train_loss",0.37219253,1613809053063,83 -"raw_loss",0.23993047,1613809053063,83 -"wd_0",0.01,1613809053063,83 -"sqr_mom_0",0.99,1613809053063,83 -"lr_0",5.6109512908275315e-05,1613809053063,83 -"mom_0",0.8957192573872131,1613809053063,83 -"eps_0",1e-05,1613809053063,83 -"wd_1",0.01,1613809053063,83 -"sqr_mom_1",0.99,1613809053063,83 -"lr_1",5.6109512908275315e-05,1613809053063,83 -"mom_1",0.8957192573872131,1613809053063,83 -"eps_1",1e-05,1613809053063,83 -"wd_2",0.01,1613809053063,83 -"sqr_mom_2",0.99,1613809053063,83 -"lr_2",0.0005610951290827531,1613809053063,83 -"mom_2",0.8957192573872131,1613809053063,83 -"eps_2",1e-05,1613809053063,83 -"train_loss",0.3687254,1613809053999,84 -"raw_loss",0.22996294,1613809053999,84 -"wd_0",0.01,1613809053999,84 -"sqr_mom_0",0.99,1613809053999,84 -"lr_0",5.706309966730206e-05,1613809053999,84 -"mom_0",0.8947259378465603,1613809053999,84 -"eps_0",1e-05,1613809053999,84 -"wd_1",0.01,1613809053999,84 -"sqr_mom_1",0.99,1613809053999,84 -"lr_1",5.706309966730206e-05,1613809053999,84 -"mom_1",0.8947259378465603,1613809053999,84 -"eps_1",1e-05,1613809053999,84 -"wd_2",0.01,1613809053999,84 -"sqr_mom_2",0.99,1613809053999,84 -"lr_2",0.0005706309966730205,1613809053999,84 -"mom_2",0.8947259378465603,1613809053999,84 -"eps_2",1e-05,1613809053999,84 -"train_loss",0.37592083,1613809054934,85 -"raw_loss",0.66518855,1613809054934,85 -"wd_0",0.01,1613809054934,85 -"sqr_mom_0",0.99,1613809054934,85 -"lr_0",5.801466082480834e-05,1613809054934,85 -"mom_0",0.8937347283074912,1613809054934,85 -"eps_0",1e-05,1613809054934,85 -"wd_1",0.01,1613809054934,85 -"sqr_mom_1",0.99,1613809054934,85 -"lr_1",5.801466082480834e-05,1613809054934,85 -"mom_1",0.8937347283074912,1613809054934,85 -"eps_1",1e-05,1613809054934,85 -"wd_2",0.01,1613809054934,85 -"sqr_mom_2",0.99,1613809054934,85 -"lr_2",0.0005801466082480833,1613809054934,85 -"mom_2",0.8937347283074912,1613809054934,85 -"eps_2",1e-05,1613809054934,85 -"train_loss",0.3752568,1613809055870,86 -"raw_loss",0.34844542,1613809055870,86 -"wd_0",0.01,1613809055870,86 -"sqr_mom_0",0.99,1613809055870,86 -"lr_0",5.896383521964003e-05,1613809055870,86 -"mom_0",0.8927460049795416,1613809055870,86 -"eps_0",1e-05,1613809055870,86 -"wd_1",0.01,1613809055870,86 -"sqr_mom_1",0.99,1613809055870,86 -"lr_1",5.896383521964003e-05,1613809055870,86 -"mom_1",0.8927460049795416,1613809055870,86 -"eps_1",1e-05,1613809055870,86 -"wd_2",0.01,1613809055870,86 -"sqr_mom_2",0.99,1613809055870,86 -"lr_2",0.0005896383521964003,1613809055870,86 -"mom_2",0.8927460049795416,1613809055870,86 -"eps_2",1e-05,1613809055870,86 -"train_loss",0.3735258,1613809056801,87 -"raw_loss",0.30333376,1613809056801,87 -"wd_0",0.01,1613809056801,87 -"sqr_mom_0",0.99,1613809056801,87 -"lr_0",5.9910235847936376e-05,1613809056801,87 -"mom_0",0.8917601709917329,1613809056801,87 -"eps_0",1e-05,1613809056801,87 -"wd_1",0.01,1613809056801,87 -"sqr_mom_1",0.99,1613809056801,87 -"lr_1",5.9910235847936376e-05,1613809056801,87 -"mom_1",0.8917601709917329,1613809056801,87 -"eps_1",1e-05,1613809056801,87 -"wd_2",0.01,1613809056801,87 -"sqr_mom_2",0.99,1613809056801,87 -"lr_2",0.0005991023584793637,1613809056801,87 -"mom_2",0.8917601709917329,1613809056801,87 -"eps_2",1e-05,1613809056801,87 -"train_loss",0.3732355,1613809057735,88 -"raw_loss",0.36141488,1613809057735,88 -"wd_0",0.01,1613809057735,88 -"sqr_mom_0",0.99,1613809057735,88 -"lr_0",6.085348574868252e-05,1613809057735,88 -"mom_0",0.890777619011789,1613809057735,88 -"eps_0",1e-05,1613809057735,88 -"wd_1",0.01,1613809057735,88 -"sqr_mom_1",0.99,1613809057735,88 -"lr_1",6.085348574868252e-05,1613809057735,88 -"mom_1",0.890777619011789,1613809057735,88 -"eps_1",1e-05,1613809057735,88 -"wd_2",0.01,1613809057735,88 -"sqr_mom_2",0.99,1613809057735,88 -"lr_2",0.0006085348574868251,1613809057735,88 -"mom_2",0.890777619011789,1613809057735,88 -"eps_2",1e-05,1613809057735,88 -"train_loss",0.3848071,1613809058657,89 -"raw_loss",0.85790706,1613809058657,89 -"wd_0",0.01,1613809058657,89 -"sqr_mom_0",0.99,1613809058657,89 -"lr_0",6.179320921583049e-05,1613809058657,89 -"mom_0",0.8897987404001766,1613809058657,89 -"eps_0",1e-05,1613809058657,89 -"wd_1",0.01,1613809058657,89 -"sqr_mom_1",0.99,1613809058657,89 -"lr_1",6.179320921583049e-05,1613809058657,89 -"mom_1",0.8897987404001766,1613809058657,89 -"eps_1",1e-05,1613809058657,89 -"wd_2",0.01,1613809058657,89 -"sqr_mom_2",0.99,1613809058657,89 -"lr_2",0.0006179320921583048,1613809058657,89 -"mom_2",0.8897987404001766,1613809058657,89 -"eps_2",1e-05,1613809058657,89 -"train_loss",0.38507703,1613809059582,90 -"raw_loss",0.3961573,1613809059582,90 -"wd_0",0.01,1613809059582,90 -"sqr_mom_0",0.99,1613809059582,90 -"lr_0",6.272903194794673e-05,1613809059582,90 -"mom_0",0.8888239250542221,1613809059582,90 -"eps_0",1e-05,1613809059582,90 -"wd_1",0.01,1613809059582,90 -"sqr_mom_1",0.99,1613809059582,90 -"lr_1",6.272903194794673e-05,1613809059582,90 -"mom_1",0.8888239250542221,1613809059582,90 -"eps_1",1e-05,1613809059582,90 -"wd_2",0.01,1613809059582,90 -"sqr_mom_2",0.99,1613809059582,90 -"lr_2",0.0006272903194794674,1613809059582,90 -"mom_2",0.8888239250542221,1613809059582,90 -"eps_2",1e-05,1613809059582,90 -"train_loss",0.3927876,1613809060503,91 -"raw_loss",0.7105097,1613809060503,91 -"wd_0",0.01,1613809060503,91 -"sqr_mom_0",0.99,1613809060503,91 -"lr_0",6.366057247837979e-05,1613809060503,91 -"mom_0",0.887853570335021,1613809060503,91 -"eps_0",1e-05,1613809060503,91 -"wd_1",0.01,1613809060503,91 -"sqr_mom_1",0.99,1613809060503,91 -"lr_1",6.366057247837979e-05,1613809060503,91 -"mom_1",0.887853570335021,1613809060503,91 -"eps_1",1e-05,1613809060503,91 -"wd_2",0.01,1613809060503,91 -"sqr_mom_2",0.99,1613809060503,91 -"lr_2",0.0006366057247837978,1613809060503,91 -"mom_2",0.887853570335021,1613809060503,91 -"eps_2",1e-05,1613809060503,91 -"train_loss",0.39097285,1613809061437,92 -"raw_loss",0.3159105,1613809061437,92 -"wd_0",0.01,1613809061437,92 -"sqr_mom_0",0.99,1613809061437,92 -"lr_0",6.45874859183317e-05,1613809061437,92 -"mom_0",0.8868880355017378,1613809061437,92 -"eps_0",1e-05,1613809061437,92 -"wd_1",0.01,1613809061437,92 -"sqr_mom_1",0.99,1613809061437,92 -"lr_1",6.45874859183317e-05,1613809061437,92 -"mom_1",0.8868880355017378,1613809061437,92 -"eps_1",1e-05,1613809061437,92 -"wd_2",0.01,1613809061437,92 -"sqr_mom_2",0.99,1613809061437,92 -"lr_2",0.0006458748591833171,1613809061437,92 -"mom_2",0.8868880355017378,1613809061437,92 -"eps_2",1e-05,1613809061437,92 -"train_loss",0.38912734,1613809062361,93 -"raw_loss",0.31251198,1613809062361,93 -"wd_0",0.01,1613809062361,93 -"sqr_mom_0",0.99,1613809062361,93 -"lr_0",6.550937691544482e-05,1613809062361,93 -"mom_0",0.885927732379745,1613809062361,93 -"eps_0",1e-05,1613809062361,93 -"wd_1",0.01,1613809062361,93 -"sqr_mom_1",0.99,1613809062361,93 -"lr_1",6.550937691544482e-05,1613809062361,93 -"mom_1",0.885927732379745,1613809062361,93 -"eps_1",1e-05,1613809062361,93 -"wd_2",0.01,1613809062361,93 -"sqr_mom_2",0.99,1613809062361,93 -"lr_2",0.0006550937691544481,1613809062361,93 -"mom_2",0.885927732379745,1613809062361,93 -"eps_2",1e-05,1613809062361,93 -"train_loss",0.4001892,1613809063280,94 -"raw_loss",0.861073,1613809063280,94 -"wd_0",0.01,1613809063280,94 -"sqr_mom_0",0.99,1613809063280,94 -"lr_0",6.642588699006056e-05,1613809063280,94 -"mom_0",0.8849730343853536,1613809063280,94 -"eps_0",1e-05,1613809063280,94 -"wd_1",0.01,1613809063280,94 -"sqr_mom_1",0.99,1613809063280,94 -"lr_1",6.642588699006056e-05,1613809063280,94 -"mom_1",0.8849730343853536,1613809063280,94 -"eps_1",1e-05,1613809063280,94 -"wd_2",0.01,1613809063280,94 -"sqr_mom_2",0.99,1613809063280,94 -"lr_2",0.0006642588699006055,1613809063280,94 -"mom_2",0.8849730343853536,1613809063280,94 -"eps_2",1e-05,1613809063280,94 -"train_loss",0.39615905,1613809064192,95 -"raw_loss",0.22765557,1613809064192,95 -"wd_0",0.01,1613809064192,95 -"sqr_mom_0",0.99,1613809064192,95 -"lr_0",6.73366510868762e-05,1613809064192,95 -"mom_0",0.884024321784504,1613809064192,95 -"eps_0",1e-05,1613809064192,95 -"wd_1",0.01,1613809064192,95 -"sqr_mom_1",0.99,1613809064192,95 -"lr_1",6.73366510868762e-05,1613809064192,95 -"mom_1",0.884024321784504,1613809064192,95 -"eps_1",1e-05,1613809064192,95 -"wd_2",0.01,1613809064192,95 -"sqr_mom_2",0.99,1613809064192,95 -"lr_2",0.0006733665108687621,1613809064192,95 -"mom_2",0.884024321784504,1613809064192,95 -"eps_2",1e-05,1613809064192,95 -"train_loss",0.40067384,1613809065108,96 -"raw_loss",0.5900896,1613809065108,96 -"wd_0",0.01,1613809065108,96 -"sqr_mom_0",0.99,1613809065108,96 -"lr_0",6.824129798125484e-05,1613809065108,96 -"mom_0",0.8830819812695262,1613809065108,96 -"eps_0",1e-05,1613809065108,96 -"wd_1",0.01,1613809065108,96 -"sqr_mom_1",0.99,1613809065108,96 -"lr_1",6.824129798125484e-05,1613809065108,96 -"mom_1",0.8830819812695262,1613809065108,96 -"eps_1",1e-05,1613809065108,96 -"wd_2",0.01,1613809065108,96 -"sqr_mom_2",0.99,1613809065108,96 -"lr_2",0.0006824129798125483,1613809065108,96 -"mom_2",0.8830819812695262,1613809065108,96 -"eps_2",1e-05,1613809065108,96 -"train_loss",0.39949414,1613809066020,97 -"raw_loss",0.34983546,1613809066020,97 -"wd_0",0.01,1613809066020,97 -"sqr_mom_0",0.99,1613809066020,97 -"lr_0",6.913948431815946e-05,1613809066020,97 -"mom_0",0.8821463705019172,1613809066020,97 -"eps_0",1e-05,1613809066020,97 -"wd_1",0.01,1613809066020,97 -"sqr_mom_1",0.99,1613809066020,97 -"lr_1",6.913948431815946e-05,1613809066020,97 -"mom_1",0.8821463705019172,1613809066020,97 -"eps_1",1e-05,1613809066020,97 -"wd_2",0.01,1613809066020,97 -"sqr_mom_2",0.99,1613809066020,97 -"lr_2",0.0006913948431815945,1613809066020,97 -"mom_2",0.8821463705019172,1613809066020,97 -"eps_2",1e-05,1613809066020,97 -"train_loss",0.40057838,1613809066932,98 -"raw_loss",0.4463695,1613809066932,98 -"wd_0",0.01,1613809066932,98 -"sqr_mom_0",0.99,1613809066932,98 -"lr_0",7.003084382379437e-05,1613809066932,98 -"mom_0",0.8812178710168809,1613809066932,98 -"eps_0",1e-05,1613809066932,98 -"wd_1",0.01,1613809066932,98 -"sqr_mom_1",0.99,1613809066932,98 -"lr_1",7.003084382379437e-05,1613809066932,98 -"mom_1",0.8812178710168809,1613809066932,98 -"eps_1",1e-05,1613809066932,98 -"wd_2",0.01,1613809066932,98 -"sqr_mom_2",0.99,1613809066932,98 -"lr_2",0.0007003084382379436,1613809066932,98 -"mom_2",0.8812178710168809,1613809066932,98 -"eps_2",1e-05,1613809066932,98 -"train_loss",0.396272,1613809067844,99 -"raw_loss",0.21381441,1613809067844,99 -"wd_0",0.01,1613809067844,99 -"sqr_mom_0",0.99,1613809067844,99 -"lr_0",7.091502146058477e-05,1613809067844,99 -"mom_0",0.8802968526452242,1613809067844,99 -"eps_0",1e-05,1613809067844,99 -"wd_1",0.01,1613809067844,99 -"sqr_mom_1",0.99,1613809067844,99 -"lr_1",7.091502146058477e-05,1613809067844,99 -"mom_1",0.8802968526452242,1613809067844,99 -"eps_1",1e-05,1613809067844,99 -"wd_2",0.01,1613809067844,99 -"sqr_mom_2",0.99,1613809067844,99 -"lr_2",0.0007091502146058476,1613809067844,99 -"mom_2",0.8802968526452242,1613809067844,99 -"eps_2",1e-05,1613809067844,99 -"train_loss",0.39600533,1613809068757,100 -"raw_loss",0.38467145,1613809068757,100 -"wd_0",0.01,1613809068757,100 -"sqr_mom_0",0.99,1613809068757,100 -"lr_0",7.179166505156741e-05,1613809068757,100 -"mom_0",0.8793836822379506,1613809068757,100 -"eps_0",1e-05,1613809068757,100 -"wd_1",0.01,1613809068757,100 -"sqr_mom_1",0.99,1613809068757,100 -"lr_1",7.179166505156741e-05,1613809068757,100 -"mom_1",0.8793836822379506,1613809068757,100 -"eps_1",1e-05,1613809068757,100 -"wd_2",0.01,1613809068757,100 -"sqr_mom_2",0.99,1613809068757,100 -"lr_2",0.000717916650515674,1613809068757,100 -"mom_2",0.8793836822379506,1613809068757,100 -"eps_2",1e-05,1613809068757,100 -"train_loss",0.39138377,1613809069669,101 -"raw_loss",0.19435869,1613809069669,101 -"wd_0",0.01,1613809069669,101 -"sqr_mom_0",0.99,1613809069669,101 -"lr_0",7.266042542066624e-05,1613809069669,101 -"mom_0",0.8784787235201393,1613809069669,101 -"eps_0",1e-05,1613809069669,101 -"wd_1",0.01,1613809069669,101 -"sqr_mom_1",0.99,1613809069669,101 -"lr_1",7.266042542066624e-05,1613809069669,101 -"mom_1",0.8784787235201393,1613809069669,101 -"eps_1",1e-05,1613809069669,101 -"wd_2",0.01,1613809069669,101 -"sqr_mom_2",0.99,1613809069669,101 -"lr_2",0.0007266042542066624,1613809069669,101 -"mom_2",0.8784787235201393,1613809069669,101 -"eps_2",1e-05,1613809069669,101 -"train_loss",0.3927396,1613809070584,102 -"raw_loss",0.45071283,1613809070584,102 -"wd_0",0.01,1613809070584,102 -"sqr_mom_0",0.99,1613809070584,102 -"lr_0",7.352094849763995e-05,1613809070584,102 -"mom_0",0.8775823453149584,1613809070584,102 -"eps_0",1e-05,1613809070584,102 -"wd_1",0.01,1613809070584,102 -"sqr_mom_1",0.99,1613809070584,102 -"lr_1",7.352094849763995e-05,1613809070584,102 -"mom_1",0.8775823453149584,1613809070584,102 -"eps_1",1e-05,1613809070584,102 -"wd_2",0.01,1613809070584,102 -"sqr_mom_2",0.99,1613809070584,102 -"lr_2",0.0007352094849763995,1613809070584,102 -"mom_2",0.8775823453149584,1613809070584,102 -"eps_2",1e-05,1613809070584,102 -"train_loss",0.39208442,1613809071493,103 -"raw_loss",0.36398783,1613809071493,103 -"wd_0",0.01,1613809071493,103 -"sqr_mom_0",0.99,1613809071493,103 -"lr_0",7.437290767446642e-05,1613809071493,103 -"mom_0",0.8766948878390974,1613809071493,103 -"eps_0",1e-05,1613809071493,103 -"wd_1",0.01,1613809071493,103 -"sqr_mom_1",0.99,1613809071493,103 -"lr_1",7.437290767446642e-05,1613809071493,103 -"mom_1",0.8766948878390974,1613809071493,103 -"eps_1",1e-05,1613809071493,103 -"wd_2",0.01,1613809071493,103 -"sqr_mom_2",0.99,1613809071493,103 -"lr_2",0.0007437290767446641,1613809071493,103 -"mom_2",0.8766948878390974,1613809071493,103 -"eps_2",1e-05,1613809071493,103 -"train_loss",0.3984064,1613809072403,104 -"raw_loss",0.67029107,1613809072403,104 -"wd_0",0.01,1613809072403,104 -"sqr_mom_0",0.99,1613809072403,104 -"lr_0",7.521596336108667e-05,1613809072403,104 -"mom_0",0.8758167048322014,1613809072403,104 -"eps_0",1e-05,1613809072403,104 -"wd_1",0.01,1613809072403,104 -"sqr_mom_1",0.99,1613809072403,104 -"lr_1",7.521596336108667e-05,1613809072403,104 -"mom_1",0.8758167048322014,1613809072403,104 -"eps_1",1e-05,1613809072403,104 -"wd_2",0.01,1613809072403,104 -"sqr_mom_2",0.99,1613809072403,104 -"lr_2",0.0007521596336108665,1613809072403,104 -"mom_2",0.8758167048322014,1613809072403,104 -"eps_2",1e-05,1613809072403,104 -"train_loss",0.39620683,1613809073310,105 -"raw_loss",0.30134684,1613809073310,105 -"wd_0",0.01,1613809073310,105 -"sqr_mom_0",0.99,1613809073310,105 -"lr_0",7.604976394080012e-05,1613809073310,105 -"mom_0",0.8749481625616665,1613809073310,105 -"eps_0",1e-05,1613809073310,105 -"wd_1",0.01,1613809073310,105 -"sqr_mom_1",0.99,1613809073310,105 -"lr_1",7.604976394080012e-05,1613809073310,105 -"mom_1",0.8749481625616665,1613809073310,105 -"eps_1",1e-05,1613809073310,105 -"wd_2",0.01,1613809073310,105 -"sqr_mom_2",0.99,1613809073310,105 -"lr_2",0.0007604976394080012,1613809073310,105 -"mom_2",0.8749481625616665,1613809073310,105 -"eps_2",1e-05,1613809073310,105 -"train_loss",0.39274442,1613809074214,106 -"raw_loss",0.24301842,1613809074214,106 -"wd_0",0.01,1613809074214,106 -"sqr_mom_0",0.99,1613809074214,106 -"lr_0",7.68739852544486e-05,1613809074214,106 -"mom_0",0.8740895986932826,1613809074214,106 -"eps_0",1e-05,1613809074214,106 -"wd_1",0.01,1613809074214,106 -"sqr_mom_1",0.99,1613809074214,106 -"lr_1",7.68739852544486e-05,1613809074214,106 -"mom_1",0.8740895986932826,1613809074214,106 -"eps_1",1e-05,1613809074214,106 -"wd_2",0.01,1613809074214,106 -"sqr_mom_2",0.99,1613809074214,106 -"lr_2",0.000768739852544486,1613809074214,106 -"mom_2",0.8740895986932826,1613809074214,106 -"eps_2",1e-05,1613809074214,106 -"train_loss",0.39486915,1613809075108,107 -"raw_loss",0.48699424,1613809075108,107 -"wd_0",0.01,1613809075108,107 -"sqr_mom_0",0.99,1613809075108,107 -"lr_0",7.768829900628335e-05,1613809075108,107 -"mom_0",0.8732413552017881,1613809075108,107 -"eps_0",1e-05,1613809075108,107 -"wd_1",0.01,1613809075108,107 -"sqr_mom_1",0.99,1613809075108,107 -"lr_1",7.768829900628335e-05,1613809075108,107 -"mom_1",0.8732413552017881,1613809075108,107 -"eps_1",1e-05,1613809075108,107 -"wd_2",0.01,1613809075108,107 -"sqr_mom_2",0.99,1613809075108,107 -"lr_2",0.0007768829900628335,1613809075108,107 -"mom_2",0.8732413552017881,1613809075108,107 -"eps_2",1e-05,1613809075108,107 -"train_loss",0.40194947,1613809076009,108 -"raw_loss",0.7097427,1613809076009,108 -"wd_0",0.01,1613809076009,108 -"sqr_mom_0",0.99,1613809076009,108 -"lr_0",7.849237335165792e-05,1613809076009,108 -"mom_0",0.8724037777586896,1613809076009,108 -"eps_0",1e-05,1613809076009,108 -"wd_1",0.01,1613809076009,108 -"sqr_mom_1",0.99,1613809076009,108 -"lr_1",7.849237335165792e-05,1613809076009,108 -"mom_1",0.8724037777586896,1613809076009,108 -"eps_1",1e-05,1613809076009,108 -"wd_2",0.01,1613809076009,108 -"sqr_mom_2",0.99,1613809076009,108 -"lr_2",0.0007849237335165792,1613809076009,108 -"mom_2",0.8724037777586896,1613809076009,108 -"eps_2",1e-05,1613809076009,108 -"train_loss",0.40023747,1613809076916,109 -"raw_loss",0.32562545,1613809076916,109 -"wd_0",0.01,1613809076916,109 -"sqr_mom_0",0.99,1613809076916,109 -"lr_0",7.928590310743585e-05,1613809076916,109 -"mom_0",0.8715771842630876,1613809076916,109 -"eps_0",1e-05,1613809076916,109 -"wd_1",0.01,1613809076916,109 -"sqr_mom_1",0.99,1613809076916,109 -"lr_1",7.928590310743585e-05,1613809076916,109 -"mom_1",0.8715771842630876,1613809076916,109 -"eps_1",1e-05,1613809076916,109 -"wd_2",0.01,1613809076916,109 -"sqr_mom_2",0.99,1613809076916,109 -"lr_2",0.0007928590310743585,1613809076916,109 -"mom_2",0.8715771842630876,1613809076916,109 -"eps_2",1e-05,1613809076916,109 -"train_loss",0.3983678,1613809077825,110 -"raw_loss",0.31667966,1613809077825,110 -"wd_0",0.01,1613809077825,110 -"sqr_mom_0",0.99,1613809077825,110 -"lr_0",8.006856460993975e-05,1613809077825,110 -"mom_0",0.870761911864646,1613809077825,110 -"eps_0",1e-05,1613809077825,110 -"wd_1",0.01,1613809077825,110 -"sqr_mom_1",0.99,1613809077825,110 -"lr_1",8.006856460993975e-05,1613809077825,110 -"mom_1",0.870761911864646,1613809077825,110 -"eps_1",1e-05,1613809077825,110 -"wd_2",0.01,1613809077825,110 -"sqr_mom_2",0.99,1613809077825,110 -"lr_2",0.0008006856460993976,1613809077825,110 -"mom_2",0.870761911864646,1613809077825,110 -"eps_2",1e-05,1613809077825,110 -"train_loss",0.39697596,1613809078720,111 -"raw_loss",0.33602023,1613809078720,111 -"wd_0",0.01,1613809078720,111 -"sqr_mom_0",0.99,1613809078720,111 -"lr_0",8.084004611711718e-05,1613809078720,111 -"mom_0",0.8699582852946696,1613809078720,111 -"eps_0",1e-05,1613809078720,111 -"wd_1",0.01,1613809078720,111 -"sqr_mom_1",0.99,1613809078720,111 -"lr_1",8.084004611711718e-05,1613809078720,111 -"mom_1",0.8699582852946696,1613809078720,111 -"eps_1",1e-05,1613809078720,111 -"wd_2",0.01,1613809078720,111 -"sqr_mom_2",0.99,1613809078720,111 -"lr_2",0.0008084004611711718,1613809078720,111 -"mom_2",0.8699582852946696,1613809078720,111 -"eps_2",1e-05,1613809078720,111 -"train_loss",0.39571312,1613809079631,112 -"raw_loss",0.34027216,1613809079631,112 -"wd_0",0.01,1613809079631,112 -"sqr_mom_0",0.99,1613809079631,112 -"lr_0",8.160004034002179e-05,1613809079631,112 -"mom_0",0.8691666246458106,1613809079631,112 -"eps_0",1e-05,1613809079631,112 -"wd_1",0.01,1613809079631,112 -"sqr_mom_1",0.99,1613809079631,112 -"lr_1",8.160004034002179e-05,1613809079631,112 -"mom_1",0.8691666246458106,1613809079631,112 -"eps_1",1e-05,1613809079631,112 -"wd_2",0.01,1613809079631,112 -"sqr_mom_2",0.99,1613809079631,112 -"lr_2",0.0008160004034002178,1613809079631,112 -"mom_2",0.8691666246458106,1613809079631,112 -"eps_2",1e-05,1613809079631,112 -"train_loss",0.39074963,1613809080527,113 -"raw_loss",0.17234416,1613809080527,113 -"wd_0",0.01,1613809080527,113 -"sqr_mom_0",0.99,1613809080527,113 -"lr_0",8.234824456520959e-05,1613809080527,113 -"mom_0",0.8683872452445733,1613809080527,113 -"eps_0",1e-05,1613809080527,113 -"wd_1",0.01,1613809080527,113 -"sqr_mom_1",0.99,1613809080527,113 -"lr_1",8.234824456520959e-05,1613809080527,113 -"mom_1",0.8683872452445733,1613809080527,113 -"eps_1",1e-05,1613809080527,113 -"wd_2",0.01,1613809080527,113 -"sqr_mom_2",0.99,1613809080527,113 -"lr_2",0.0008234824456520959,1613809080527,113 -"mom_2",0.8683872452445733,1613809080527,113 -"eps_2",1e-05,1613809080527,113 -"train_loss",0.38734922,1613809081430,114 -"raw_loss",0.23738258,1613809081430,114 -"wd_0",0.01,1613809081430,114 -"sqr_mom_0",0.99,1613809081430,114 -"lr_0",8.308435392643343e-05,1613809081430,114 -"mom_0",0.8676204646599651,1613809081430,114 -"eps_0",1e-05,1613809081430,114 -"wd_1",0.01,1613809081430,114 -"sqr_mom_1",0.99,1613809081430,114 -"lr_1",8.308435392643343e-05,1613809081430,114 -"mom_1",0.8676204646599651,1613809081430,114 -"eps_1",1e-05,1613809081430,114 -"wd_2",0.01,1613809081430,114 -"sqr_mom_2",0.99,1613809081430,114 -"lr_2",0.0008308435392643342,1613809081430,114 -"mom_2",0.8676204646599651,1613809081430,114 -"eps_2",1e-05,1613809081430,114 -"train_loss",0.38416618,1613809082332,115 -"raw_loss",0.24347453,1613809082332,115 -"wd_0",0.01,1613809082332,115 -"sqr_mom_0",0.99,1613809082332,115 -"lr_0",8.380808903638922e-05,1613809082332,115 -"mom_0",0.8668665739204279,1613809082332,115 -"eps_0",1e-05,1613809082332,115 -"wd_1",0.01,1613809082332,115 -"sqr_mom_1",0.99,1613809082332,115 -"lr_1",8.380808903638922e-05,1613809082332,115 -"mom_1",0.8668665739204279,1613809082332,115 -"eps_1",1e-05,1613809082332,115 -"wd_2",0.01,1613809082332,115 -"sqr_mom_2",0.99,1613809082332,115 -"lr_2",0.0008380808903638923,1613809082332,115 -"mom_2",0.8668665739204279,1613809082332,115 -"eps_2",1e-05,1613809082332,115 -"train_loss",0.38433158,1613809083225,116 -"raw_loss",0.3916567,1613809083225,116 -"wd_0",0.01,1613809083225,116 -"sqr_mom_0",0.99,1613809083225,116 -"lr_0",8.45191546603306e-05,1613809083225,116 -"mom_0",0.8661258805621556,1613809083225,116 -"eps_0",1e-05,1613809083225,116 -"wd_1",0.01,1613809083225,116 -"sqr_mom_1",0.99,1613809083225,116 -"lr_1",8.45191546603306e-05,1613809083225,116 -"mom_1",0.8661258805621556,1613809083225,116 -"eps_1",1e-05,1613809083225,116 -"wd_2",0.01,1613809083225,116 -"sqr_mom_2",0.99,1613809083225,116 -"lr_2",0.000845191546603306,1613809083225,116 -"mom_2",0.8661258805621556,1613809083225,116 -"eps_2",1e-05,1613809083225,116 -"train_loss",0.38839877,1613809084129,117 -"raw_loss",0.5689449,1613809084129,117 -"wd_0",0.01,1613809084129,117 -"sqr_mom_0",0.99,1613809084129,117 -"lr_0",8.521727406188154e-05,1613809084129,117 -"mom_0",0.8653986728522067,1613809084129,117 -"eps_0",1e-05,1613809084129,117 -"wd_1",0.01,1613809084129,117 -"sqr_mom_1",0.99,1613809084129,117 -"lr_1",8.521727406188154e-05,1613809084129,117 -"mom_1",0.8653986728522067,1613809084129,117 -"eps_1",1e-05,1613809084129,117 -"wd_2",0.01,1613809084129,117 -"sqr_mom_2",0.99,1613809084129,117 -"lr_2",0.0008521727406188154,1613809084129,117 -"mom_2",0.8653986728522067,1613809084129,117 -"eps_2",1e-05,1613809084129,117 -"train_loss",0.38408822,1613809085029,118 -"raw_loss",0.1923427,1613809085029,118 -"wd_0",0.01,1613809085029,118 -"sqr_mom_0",0.99,1613809085029,118 -"lr_0",8.590215607351363e-05,1613809085029,118 -"mom_0",0.86468525409009,1613809085029,118 -"eps_0",1e-05,1613809085029,118 -"wd_1",0.01,1613809085029,118 -"sqr_mom_1",0.99,1613809085029,118 -"lr_1",8.590215607351363e-05,1613809085029,118 -"mom_1",0.86468525409009,1613809085029,118 -"eps_1",1e-05,1613809085029,118 -"wd_2",0.01,1613809085029,118 -"sqr_mom_2",0.99,1613809085029,118 -"lr_2",0.0008590215607351362,1613809085029,118 -"mom_2",0.86468525409009,1613809085029,118 -"eps_2",1e-05,1613809085029,118 -"train_loss",0.38070887,1613809085923,119 -"raw_loss",0.23008119,1613809085923,119 -"wd_0",0.01,1613809085923,119 -"sqr_mom_0",0.99,1613809085923,119 -"lr_0",8.65735345108901e-05,1613809085923,119 -"mom_0",0.8639859015511562,1613809085923,119 -"eps_0",1e-05,1613809085923,119 -"wd_1",0.01,1613809085923,119 -"sqr_mom_1",0.99,1613809085923,119 -"lr_1",8.65735345108901e-05,1613809085923,119 -"mom_1",0.8639859015511562,1613809085923,119 -"eps_1",1e-05,1613809085923,119 -"wd_2",0.01,1613809085923,119 -"sqr_mom_2",0.99,1613809085923,119 -"lr_2",0.000865735345108901,1613809085923,119 -"mom_2",0.8639859015511562,1613809085923,119 -"eps_2",1e-05,1613809085923,119 -"train_loss",0.37902847,1613809086814,120 -"raw_loss",0.3039782,1613809086814,120 -"wd_0",0.01,1613809086814,120 -"sqr_mom_0",0.99,1613809086814,120 -"lr_0",8.723113585265317e-05,1613809086814,120 -"mom_0",0.8633009001534863,1613809086814,120 -"eps_0",1e-05,1613809086814,120 -"wd_1",0.01,1613809086814,120 -"sqr_mom_1",0.99,1613809086814,120 -"lr_1",8.723113585265317e-05,1613809086814,120 -"mom_1",0.8633009001534863,1613809086814,120 -"eps_1",1e-05,1613809086814,120 -"wd_2",0.01,1613809086814,120 -"sqr_mom_2",0.99,1613809086814,120 -"lr_2",0.0008723113585265317,1613809086814,120 -"mom_2",0.8633009001534863,1613809086814,120 -"eps_2",1e-05,1613809086814,120 -"train_loss",0.37342235,1613809087707,121 -"raw_loss",0.122557506,1613809087707,121 -"wd_0",0.01,1613809087707,121 -"sqr_mom_0",0.99,1613809087707,121 -"lr_0",8.78747105088972e-05,1613809087707,121 -"mom_0",0.8626305098865654,1613809087707,121 -"eps_0",1e-05,1613809087707,121 -"wd_1",0.01,1613809087707,121 -"sqr_mom_1",0.99,1613809087707,121 -"lr_1",8.78747105088972e-05,1613809087707,121 -"mom_1",0.8626305098865654,1613809087707,121 -"eps_1",1e-05,1613809087707,121 -"wd_2",0.01,1613809087707,121 -"sqr_mom_2",0.99,1613809087707,121 -"lr_2",0.0008787471050889721,1613809087707,121 -"mom_2",0.8626305098865654,1613809087707,121 -"eps_2",1e-05,1613809087707,121 -"train_loss",0.37047735,1613809088598,122 -"raw_loss",0.23844275,1613809088598,122 -"wd_0",0.01,1613809088598,122 -"sqr_mom_0",0.99,1613809088598,122 -"lr_0",8.850399590235202e-05,1613809088598,122 -"mom_0",0.8619750042683832,1613809088598,122 -"eps_0",1e-05,1613809088598,122 -"wd_1",0.01,1613809088598,122 -"sqr_mom_1",0.99,1613809088598,122 -"lr_1",8.850399590235202e-05,1613809088598,122 -"mom_1",0.8619750042683832,1613809088598,122 -"eps_1",1e-05,1613809088598,122 -"wd_2",0.01,1613809088598,122 -"sqr_mom_2",0.99,1613809088598,122 -"lr_2",0.0008850399590235202,1613809088598,122 -"mom_2",0.8619750042683832,1613809088598,122 -"eps_2",1e-05,1613809088598,122 -"train_loss",0.370262,1613809089494,123 -"raw_loss",0.36058956,1613809089494,123 -"wd_0",0.01,1613809089494,123 -"sqr_mom_0",0.99,1613809089494,123 -"lr_0",8.911874138223243e-05,1613809089494,123 -"mom_0",0.8613346443935078,1613809089494,123 -"eps_0",1e-05,1613809089494,123 -"wd_1",0.01,1613809089494,123 -"sqr_mom_1",0.99,1613809089494,123 -"lr_1",8.911874138223243e-05,1613809089494,123 -"mom_1",0.8613346443935078,1613809089494,123 -"eps_1",1e-05,1613809089494,123 -"wd_2",0.01,1613809089494,123 -"sqr_mom_2",0.99,1613809089494,123 -"lr_2",0.0008911874138223243,1613809089494,123 -"mom_2",0.8613346443935078,1613809089494,123 -"eps_2",1e-05,1613809089494,123 -"train_loss",0.37255067,1613809090385,124 -"raw_loss",0.47553718,1613809090385,124 -"wd_0",0.01,1613809090385,124 -"sqr_mom_0",0.99,1613809090385,124 -"lr_0",8.971870208914904e-05,1613809090385,124 -"mom_0",0.8607096853238031,1613809090385,124 -"eps_0",1e-05,1613809090385,124 -"wd_1",0.01,1613809090385,124 -"sqr_mom_1",0.99,1613809090385,124 -"lr_1",8.971870208914904e-05,1613809090385,124 -"mom_1",0.8607096853238031,1613809090385,124 -"eps_1",1e-05,1613809090385,124 -"wd_2",0.01,1613809090385,124 -"sqr_mom_2",0.99,1613809090385,124 -"lr_2",0.0008971870208914903,1613809090385,124 -"mom_2",0.8607096853238031,1613809090385,124 -"eps_2",1e-05,1613809090385,124 -"train_loss",0.37393698,1613809091276,125 -"raw_loss",0.43642855,1613809091276,125 -"wd_0",0.01,1613809091276,125 -"sqr_mom_0",0.99,1613809091276,125 -"lr_0",9.030363905263818e-05,1613809091276,125 -"mom_0",0.8601003759868352,1613809091276,125 -"eps_0",1e-05,1613809091276,125 -"wd_1",0.01,1613809091276,125 -"sqr_mom_1",0.99,1613809091276,125 -"lr_1",9.030363905263818e-05,1613809091276,125 -"mom_1",0.8601003759868352,1613809091276,125 -"eps_1",1e-05,1613809091276,125 -"wd_2",0.01,1613809091276,125 -"sqr_mom_2",0.99,1613809091276,125 -"lr_2",0.0009030363905263817,1613809091276,125 -"mom_2",0.8601003759868352,1613809091276,125 -"eps_2",1e-05,1613809091276,125 -"train_loss",0.37419567,1613809092169,126 -"raw_loss",0.38587832,1613809092169,126 -"wd_0",0.01,1613809092169,126 -"sqr_mom_0",0.99,1613809092169,126 -"lr_0",9.087331401368744e-05,1613809092169,126 -"mom_0",0.8595069645690756,1613809092169,126 -"eps_0",1e-05,1613809092169,126 -"wd_1",0.01,1613809092169,126 -"sqr_mom_1",0.99,1613809092169,126 -"lr_1",9.087331401368744e-05,1613809092169,126 -"mom_1",0.8595069645690756,1613809092169,126 -"eps_1",1e-05,1613809092169,126 -"wd_2",0.01,1613809092169,126 -"sqr_mom_2",0.99,1613809092169,126 -"lr_2",0.0009087331401368744,1613809092169,126 -"mom_2",0.8595069645690756,1613809092169,126 -"eps_2",1e-05,1613809092169,126 -"train_loss",0.37001625,1613809093061,127 -"raw_loss",0.18096419,1613809093061,127 -"wd_0",0.01,1613809093061,127 -"sqr_mom_0",0.99,1613809093061,127 -"lr_0",9.142751075449022e-05,1613809093061,127 -"mom_0",0.858929676297406,1613809093061,127 -"eps_0",1e-05,1613809093061,127 -"wd_1",0.01,1613809093061,127 -"sqr_mom_1",0.99,1613809093061,127 -"lr_1",9.142751075449022e-05,1613809093061,127 -"mom_1",0.858929676297406,1613809093061,127 -"eps_1",1e-05,1613809093061,127 -"wd_2",0.01,1613809093061,127 -"sqr_mom_2",0.99,1613809093061,127 -"lr_2",0.0009142751075449022,1613809093061,127 -"mom_2",0.858929676297406,1613809093061,127 -"eps_2",1e-05,1613809093061,127 -"train_loss",0.37132052,1613809093958,128 -"raw_loss",0.4304162,1613809093958,128 -"wd_0",0.01,1613809093958,128 -"sqr_mom_0",0.99,1613809093958,128 -"lr_0",9.19660031159599e-05,1613809093958,128 -"mom_0",0.8583687467542084,1613809093958,128 -"eps_0",1e-05,1613809093958,128 -"wd_1",0.01,1613809093958,128 -"sqr_mom_1",0.99,1613809093958,128 -"lr_1",9.19660031159599e-05,1613809093958,128 -"mom_1",0.8583687467542084,1613809093958,128 -"eps_1",1e-05,1613809093958,128 -"wd_2",0.01,1613809093958,128 -"sqr_mom_2",0.99,1613809093958,128 -"lr_2",0.0009196600311595991,1613809093958,128 -"mom_2",0.8583687467542084,1613809093958,128 -"eps_2",1e-05,1613809093958,128 -"train_loss",0.37044957,1613809094857,129 -"raw_loss",0.33092362,1613809094857,129 -"wd_0",0.01,1613809094857,129 -"sqr_mom_0",0.99,1613809094857,129 -"lr_0",9.24885814387386e-05,1613809094857,129 -"mom_0",0.8578243943346473,1613809094857,129 -"eps_0",1e-05,1613809094857,129 -"wd_1",0.01,1613809094857,129 -"sqr_mom_1",0.99,1613809094857,129 -"lr_1",9.24885814387386e-05,1613809094857,129 -"mom_1",0.8578243943346473,1613809094857,129 -"eps_1",1e-05,1613809094857,129 -"wd_2",0.01,1613809094857,129 -"sqr_mom_2",0.99,1613809094857,129 -"lr_2",0.0009248858143873859,1613809094857,129 -"mom_2",0.8578243943346473,1613809094857,129 -"eps_2",1e-05,1613809094857,129 -"train_loss",0.37326545,1613809095757,130 -"raw_loss",0.5012616,1613809095757,130 -"wd_0",0.01,1613809095757,130 -"sqr_mom_0",0.99,1613809095757,130 -"lr_0",9.299502776893716e-05,1613809095757,130 -"mom_0",0.8572968460740238,1613809095757,130 -"eps_0",1e-05,1613809095757,130 -"wd_1",0.01,1613809095757,130 -"sqr_mom_1",0.99,1613809095757,130 -"lr_1",9.299502776893716e-05,1613809095757,130 -"mom_1",0.8572968460740238,1613809095757,130 -"eps_1",1e-05,1613809095757,130 -"wd_2",0.01,1613809095757,130 -"sqr_mom_2",0.99,1613809095757,130 -"lr_2",0.0009299502776893715,1613809095757,130 -"mom_2",0.8572968460740238,1613809095757,130 -"eps_2",1e-05,1613809095757,130 -"train_loss",0.36949113,1613809096649,131 -"raw_loss",0.1976616,1613809096649,131 -"wd_0",0.01,1613809096649,131 -"sqr_mom_0",0.99,1613809096649,131 -"lr_0",9.348514084055808e-05,1613809096649,131 -"mom_0",0.8567863116244187,1613809096649,131 -"eps_0",1e-05,1613809096649,131 -"wd_1",0.01,1613809096649,131 -"sqr_mom_1",0.99,1613809096649,131 -"lr_1",9.348514084055808e-05,1613809096649,131 -"mom_1",0.8567863116244187,1613809096649,131 -"eps_1",1e-05,1613809096649,131 -"wd_2",0.01,1613809096649,131 -"sqr_mom_2",0.99,1613809096649,131 -"lr_2",0.0009348514084055807,1613809096649,131 -"mom_2",0.8567863116244187,1613809096649,131 -"eps_2",1e-05,1613809096649,131 -"train_loss",0.36457044,1613809097543,132 -"raw_loss",0.14020842,1613809097543,132 -"wd_0",0.01,1613809097543,132 -"sqr_mom_0",0.99,1613809097543,132 -"lr_0",9.395873463318513e-05,1613809097543,132 -"mom_0",0.8562929847570988,1613809097543,132 -"eps_0",1e-05,1613809097543,132 -"wd_1",0.01,1613809097543,132 -"sqr_mom_1",0.99,1613809097543,132 -"lr_1",9.395873463318513e-05,1613809097543,132 -"mom_1",0.8562929847570988,1613809097543,132 -"eps_1",1e-05,1613809097543,132 -"wd_2",0.01,1613809097543,132 -"sqr_mom_2",0.99,1613809097543,132 -"lr_2",0.0009395873463318514,1613809097543,132 -"mom_2",0.8562929847570988,1613809097543,132 -"eps_2",1e-05,1613809097543,132 -"train_loss",0.36675432,1613809098446,133 -"raw_loss",0.46647733,1613809098446,133 -"wd_0",0.01,1613809098446,133 -"sqr_mom_0",0.99,1613809098446,133 -"lr_0",9.441561583421294e-05,1613809098446,133 -"mom_0",0.8558170668393615,1613809098446,133 -"eps_0",1e-05,1613809098446,133 -"wd_1",0.01,1613809098446,133 -"sqr_mom_1",0.99,1613809098446,133 -"lr_1",9.441561583421294e-05,1613809098446,133 -"mom_1",0.8558170668393615,1613809098446,133 -"eps_1",1e-05,1613809098446,133 -"wd_2",0.01,1613809098446,133 -"sqr_mom_2",0.99,1613809098446,133 -"lr_2",0.0009441561583421294,1613809098446,133 -"mom_2",0.8558170668393615,1613809098446,133 -"eps_2",1e-05,1613809098446,133 -"train_loss",0.36580557,1613809099347,134 -"raw_loss",0.3224171,1613809099347,134 -"wd_0",0.01,1613809099347,134 -"sqr_mom_0",0.99,1613809099347,134 -"lr_0",9.485560246320309e-05,1613809099347,134 -"mom_0",0.8553587474341634,1613809099347,134 -"eps_0",1e-05,1613809099347,134 -"wd_1",0.01,1613809099347,134 -"sqr_mom_1",0.99,1613809099347,134 -"lr_1",9.485560246320309e-05,1613809099347,134 -"mom_1",0.8553587474341634,1613809099347,134 -"eps_1",1e-05,1613809099347,134 -"wd_2",0.01,1613809099347,134 -"sqr_mom_2",0.99,1613809099347,134 -"lr_2",0.0009485560246320308,1613809099347,134 -"mom_2",0.8553587474341634,1613809099347,134 -"eps_2",1e-05,1613809099347,134 -"train_loss",0.3676619,1613809100241,135 -"raw_loss",0.45267582,1613809100241,135 -"wd_0",0.01,1613809100241,135 -"sqr_mom_0",0.99,1613809100241,135 -"lr_0",9.527851926899743e-05,1613809100241,135 -"mom_0",0.8549182090947943,1613809100241,135 -"eps_0",1e-05,1613809100241,135 -"wd_1",0.01,1613809100241,135 -"sqr_mom_1",0.99,1613809100241,135 -"lr_1",9.527851926899743e-05,1613809100241,135 -"mom_1",0.8549182090947943,1613809100241,135 -"eps_1",1e-05,1613809100241,135 -"wd_2",0.01,1613809100241,135 -"sqr_mom_2",0.99,1613809100241,135 -"lr_2",0.0009527851926899743,1613809100241,135 -"mom_2",0.8549182090947943,1613809100241,135 -"eps_2",1e-05,1613809100241,135 -"train_loss",0.37562916,1613809101134,136 -"raw_loss",0.74100703,1613809101134,136 -"wd_0",0.01,1613809101134,136 -"sqr_mom_0",0.99,1613809101134,136 -"lr_0",9.568419779952234e-05,1613809101134,136 -"mom_0",0.8544956272921642,1613809101134,136 -"eps_0",1e-05,1613809101134,136 -"wd_1",0.01,1613809101134,136 -"sqr_mom_1",0.99,1613809101134,136 -"lr_1",9.568419779952234e-05,1613809101134,136 -"mom_1",0.8544956272921642,1613809101134,136 -"eps_1",1e-05,1613809101134,136 -"wd_2",0.01,1613809101134,136 -"sqr_mom_2",0.99,1613809101134,136 -"lr_2",0.0009568419779952234,1613809101134,136 -"mom_2",0.8544956272921642,1613809101134,136 -"eps_2",1e-05,1613809101134,136 -"train_loss",0.3801641,1613809102037,137 -"raw_loss",0.58842003,1613809102037,137 -"wd_0",0.01,1613809102037,137 -"sqr_mom_0",0.99,1613809102037,137 -"lr_0",9.607247290802915e-05,1613809102037,137 -"mom_0",0.8540911740541363,1613809102037,137 -"eps_0",1e-05,1613809102037,137 -"wd_1",0.01,1613809102037,137 -"sqr_mom_1",0.99,1613809102037,137 -"lr_1",9.607247290802915e-05,1613809102037,137 -"mom_1",0.8540911740541363,1613809102037,137 -"eps_1",1e-05,1613809102037,137 -"wd_2",0.01,1613809102037,137 -"sqr_mom_2",0.99,1613809102037,137 -"lr_2",0.0009607247290802915,1613809102037,137 -"mom_2",0.8540911740541363,1613809102037,137 -"eps_2",1e-05,1613809102037,137 -"train_loss",0.3941696,1613809102936,138 -"raw_loss",1.0382026,1613809102936,138 -"wd_0",0.01,1613809102936,138 -"sqr_mom_0",0.99,1613809102936,138 -"lr_0",9.644319722628494e-05,1613809102936,138 -"mom_0",0.8537050028892865,1613809102936,138 -"eps_0",1e-05,1613809102936,138 -"wd_1",0.01,1613809102936,138 -"sqr_mom_1",0.99,1613809102936,138 -"lr_1",9.644319722628494e-05,1613809102936,138 -"mom_1",0.8537050028892865,1613809102936,138 -"eps_1",1e-05,1613809102936,138 -"wd_2",0.01,1613809102936,138 -"sqr_mom_2",0.99,1613809102936,138 -"lr_2",0.0009644319722628494,1613809102936,138 -"mom_2",0.8537050028892865,1613809102936,138 -"eps_2",1e-05,1613809102936,138 -"train_loss",0.398298,1613809103828,139 -"raw_loss",0.5883873,1613809103828,139 -"wd_0",0.01,1613809103828,139 -"sqr_mom_0",0.99,1613809103828,139 -"lr_0",9.679621936617187e-05,1613809103828,139 -"mom_0",0.853337271493571,1613809103828,139 -"eps_0",1e-05,1613809103828,139 -"wd_1",0.01,1613809103828,139 -"sqr_mom_1",0.99,1613809103828,139 -"lr_1",9.679621936617187e-05,1613809103828,139 -"mom_1",0.853337271493571,1613809103828,139 -"eps_1",1e-05,1613809103828,139 -"wd_2",0.01,1613809103828,139 -"sqr_mom_2",0.99,1613809103828,139 -"lr_2",0.0009679621936617187,1613809103828,139 -"mom_2",0.853337271493571,1613809103828,139 -"eps_2",1e-05,1613809103828,139 -"train_loss",0.39456123,1613809104721,140 -"raw_loss",0.22228304,1613809104721,140 -"wd_0",0.01,1613809104721,140 -"sqr_mom_0",0.99,1613809104721,140 -"lr_0",9.713139871537402e-05,1613809104721,140 -"mom_0",0.852988126338152,1613809104721,140 -"eps_0",1e-05,1613809104721,140 -"wd_1",0.01,1613809104721,140 -"sqr_mom_1",0.99,1613809104721,140 -"lr_1",9.713139871537402e-05,1613809104721,140 -"mom_1",0.852988126338152,1613809104721,140 -"eps_1",1e-05,1613809104721,140 -"wd_2",0.01,1613809104721,140 -"sqr_mom_2",0.99,1613809104721,140 -"lr_2",0.0009713139871537402,1613809104721,140 -"mom_2",0.852988126338152,1613809104721,140 -"eps_2",1e-05,1613809104721,140 -"train_loss",0.39230835,1613809105621,141 -"raw_loss",0.2883125,1613809105621,141 -"wd_0",0.01,1613809105621,141 -"sqr_mom_0",0.99,1613809105621,141 -"lr_0",9.744860465992226e-05,1613809105621,141 -"mom_0",0.8526577034792476,1613809105621,141 -"eps_0",1e-05,1613809105621,141 -"wd_1",0.01,1613809105621,141 -"sqr_mom_1",0.99,1613809105621,141 -"lr_1",9.744860465992226e-05,1613809105621,141 -"mom_1",0.8526577034792476,1613809105621,141 -"eps_1",1e-05,1613809105621,141 -"wd_2",0.01,1613809105621,141 -"sqr_mom_2",0.99,1613809105621,141 -"lr_2",0.0009744860465992225,1613809105621,141 -"mom_2",0.8526577034792476,1613809105621,141 -"eps_2",1e-05,1613809105621,141 -"train_loss",0.38904107,1613809106517,142 -"raw_loss",0.23803136,1613809106517,142 -"wd_0",0.01,1613809106517,142 -"sqr_mom_0",0.99,1613809106517,142 -"lr_0",9.774770490142942e-05,1613809106517,142 -"mom_0",0.8523461407276777,1613809106517,142 -"eps_0",1e-05,1613809106517,142 -"wd_1",0.01,1613809106517,142 -"sqr_mom_1",0.99,1613809106517,142 -"lr_1",9.774770490142942e-05,1613809106517,142 -"mom_1",0.8523461407276777,1613809106517,142 -"eps_1",1e-05,1613809106517,142 -"wd_2",0.01,1613809106517,142 -"sqr_mom_2",0.99,1613809106517,142 -"lr_2",0.0009774770490142942,1613809106517,142 -"mom_2",0.8523461407276777,1613809106517,142 -"eps_2",1e-05,1613809106517,142 -"train_loss",0.3904086,1613809107421,143 -"raw_loss",0.45368972,1613809107421,143 -"wd_0",0.01,1613809107421,143 -"sqr_mom_0",0.99,1613809107421,143 -"lr_0",9.80285808164004e-05,1613809107421,143 -"mom_0",0.8520535616495829,1613809107421,143 -"eps_0",1e-05,1613809107421,143 -"wd_1",0.01,1613809107421,143 -"sqr_mom_1",0.99,1613809107421,143 -"lr_1",9.80285808164004e-05,1613809107421,143 -"mom_1",0.8520535616495829,1613809107421,143 -"eps_1",1e-05,1613809107421,143 -"wd_2",0.01,1613809107421,143 -"sqr_mom_2",0.99,1613809107421,143 -"lr_2",0.000980285808164004,1613809107421,143 -"mom_2",0.8520535616495829,1613809107421,143 -"eps_2",1e-05,1613809107421,143 -"train_loss",0.39123002,1613809108313,144 -"raw_loss",0.42928475,1613809108313,144 -"wd_0",0.01,1613809108313,144 -"sqr_mom_0",0.99,1613809108313,144 -"lr_0",9.829112579952792e-05,1613809108313,144 -"mom_0",0.8517800772921584,1613809108313,144 -"eps_0",1e-05,1613809108313,144 -"wd_1",0.01,1613809108313,144 -"sqr_mom_1",0.99,1613809108313,144 -"lr_1",9.829112579952792e-05,1613809108313,144 -"mom_1",0.8517800772921584,1613809108313,144 -"eps_1",1e-05,1613809108313,144 -"wd_2",0.01,1613809108313,144 -"sqr_mom_2",0.99,1613809108313,144 -"lr_2",0.0009829112579952794,1613809108313,144 -"mom_2",0.8517800772921584,1613809108313,144 -"eps_2",1e-05,1613809108313,144 -"train_loss",0.39466342,1613809109215,145 -"raw_loss",0.5539122,1613809109215,145 -"wd_0",0.01,1613809109215,145 -"sqr_mom_0",0.99,1613809109215,145 -"lr_0",9.85352325555039e-05,1613809109215,145 -"mom_0",0.8515257994213501,1613809109215,145 -"eps_0",1e-05,1613809109215,145 -"wd_1",0.01,1613809109215,145 -"sqr_mom_1",0.99,1613809109215,145 -"lr_1",9.85352325555039e-05,1613809109215,145 -"mom_1",0.8515257994213501,1613809109215,145 -"eps_1",1e-05,1613809109215,145 -"wd_2",0.01,1613809109215,145 -"sqr_mom_2",0.99,1613809109215,145 -"lr_2",0.000985352325555039,1613809109215,145 -"mom_2",0.8515257994213501,1613809109215,145 -"eps_2",1e-05,1613809109215,145 -"train_loss",0.39428785,1613809110119,146 -"raw_loss",0.376847,1613809110119,146 -"wd_0",0.01,1613809110119,146 -"sqr_mom_0",0.99,1613809110119,146 -"lr_0",9.876080385411977e-05,1613809110119,146 -"mom_0",0.8512908293186252,1613809110119,146 -"eps_0",1e-05,1613809110119,146 -"wd_1",0.01,1613809110119,146 -"sqr_mom_1",0.99,1613809110119,146 -"lr_1",9.876080385411977e-05,1613809110119,146 -"mom_1",0.8512908293186252,1613809110119,146 -"eps_1",1e-05,1613809110119,146 -"wd_2",0.01,1613809110119,146 -"sqr_mom_2",0.99,1613809110119,146 -"lr_2",0.0009876080385411979,1613809110119,146 -"mom_2",0.8512908293186252,1613809110119,146 -"eps_2",1e-05,1613809110119,146 -"train_loss",0.39031607,1613809111012,147 -"raw_loss",0.20568572,1613809111012,147 -"wd_0",0.01,1613809111012,147 -"sqr_mom_0",0.99,1613809111012,147 -"lr_0",9.896774984802855e-05,1613809111012,147 -"mom_0",0.8510752605749703,1613809111012,147 -"eps_0",1e-05,1613809111012,147 -"wd_1",0.01,1613809111012,147 -"sqr_mom_1",0.99,1613809111012,147 -"lr_1",9.896774984802855e-05,1613809111012,147 -"mom_1",0.8510752605749703,1613809111012,147 -"eps_1",1e-05,1613809111012,147 -"wd_2",0.01,1613809111012,147 -"sqr_mom_2",0.99,1613809111012,147 -"lr_2",0.0009896774984802855,1613809111012,147 -"mom_2",0.8510752605749703,1613809111012,147 -"eps_2",1e-05,1613809111012,147 -"train_loss",0.39872232,1613809111909,148 -"raw_loss",0.78991586,1613809111909,148 -"wd_0",0.01,1613809111909,148 -"sqr_mom_0",0.99,1613809111909,148 -"lr_0",9.915598810853188e-05,1613809111909,148 -"mom_0",0.8508791790536125,1613809111909,148 -"eps_0",1e-05,1613809111909,148 -"wd_1",0.01,1613809111909,148 -"sqr_mom_1",0.99,1613809111909,148 -"lr_1",9.915598810853188e-05,1613809111909,148 -"mom_1",0.8508791790536125,1613809111909,148 -"eps_1",1e-05,1613809111909,148 -"wd_2",0.01,1613809111909,148 -"sqr_mom_2",0.99,1613809111909,148 -"lr_2",0.000991559881085319,1613809111909,148 -"mom_2",0.8508791790536125,1613809111909,148 -"eps_2",1e-05,1613809111909,148 -"train_loss",0.39579615,1613809112821,149 -"raw_loss",0.25947854,1613809112821,149 -"wd_0",0.01,1613809112821,149 -"sqr_mom_0",0.99,1613809112821,149 -"lr_0",9.932544215684867e-05,1613809112821,149 -"mom_0",0.8507026644199492,1613809112821,149 -"eps_0",1e-05,1613809112821,149 -"wd_1",0.01,1613809112821,149 -"sqr_mom_1",0.99,1613809112821,149 -"lr_1",9.932544215684867e-05,1613809112821,149 -"mom_1",0.8507026644199492,1613809112821,149 -"eps_1",1e-05,1613809112821,149 -"wd_2",0.01,1613809112821,149 -"sqr_mom_2",0.99,1613809112821,149 -"lr_2",0.0009932544215684868,1613809112821,149 -"mom_2",0.8507026644199492,1613809112821,149 -"eps_2",1e-05,1613809112821,149 -"train_loss",0.3978129,1613809113726,150 -"raw_loss",0.49186307,1613809113726,150 -"wd_0",0.01,1613809113726,150 -"sqr_mom_0",0.99,1613809113726,150 -"lr_0",9.947604767738639e-05,1613809113726,150 -"mom_0",0.8505457836693892,1613809113726,150 -"eps_0",1e-05,1613809113726,150 -"wd_1",0.01,1613809113726,150 -"sqr_mom_1",0.99,1613809113726,150 -"lr_1",9.947604767738639e-05,1613809113726,150 -"mom_1",0.8505457836693892,1613809113726,150 -"eps_1",1e-05,1613809113726,150 -"wd_2",0.01,1613809113726,150 -"sqr_mom_2",0.99,1613809113726,150 -"lr_2",0.000994760476773864,1613809113726,150 -"mom_2",0.8505457836693892,1613809113726,150 -"eps_2",1e-05,1613809113726,150 -"train_loss",0.39347523,1613809114633,151 -"raw_loss",0.19098833,1613809114633,151 -"wd_0",0.01,1613809114633,151 -"sqr_mom_0",0.99,1613809114633,151 -"lr_0",9.960774300431326e-05,1613809114633,151 -"mom_0",0.8504086010371736,1613809114633,151 -"eps_0",1e-05,1613809114633,151 -"wd_1",0.01,1613809114633,151 -"sqr_mom_1",0.99,1613809114633,151 -"lr_1",9.960774300431326e-05,1613809114633,151 -"mom_1",0.8504086010371736,1613809114633,151 -"eps_1",1e-05,1613809114633,151 -"wd_2",0.01,1613809114633,151 -"sqr_mom_2",0.99,1613809114633,151 -"lr_2",0.0009960774300431328,1613809114633,151 -"mom_2",0.8504086010371736,1613809114633,151 -"eps_2",1e-05,1613809114633,151 -"train_loss",0.39047822,1613809115534,152 -"raw_loss",0.25043657,1613809115534,152 -"wd_0",0.01,1613809115534,152 -"sqr_mom_0",0.99,1613809115534,152 -"lr_0",9.97204756820385e-05,1613809115534,152 -"mom_0",0.8502911711645432,1613809115534,152 -"eps_0",1e-05,1613809115534,152 -"wd_1",0.01,1613809115534,152 -"sqr_mom_1",0.99,1613809115534,152 -"lr_1",9.97204756820385e-05,1613809115534,152 -"mom_1",0.8502911711645432,1613809115534,152 -"eps_1",1e-05,1613809115534,152 -"wd_2",0.01,1613809115534,152 -"sqr_mom_2",0.99,1613809115534,152 -"lr_2",0.000997204756820385,1613809115534,152 -"mom_2",0.8502911711645432,1613809115534,152 -"eps_2",1e-05,1613809115534,152 -"train_loss",0.4370938,1613809116436,153 -"raw_loss",2.617429,1613809116436,153 -"wd_0",0.01,1613809116436,153 -"sqr_mom_0",0.99,1613809116436,153 -"lr_0",9.981420159805916e-05,1613809116436,153 -"mom_0",0.8501935400020217,1613809116436,153 -"eps_0",1e-05,1613809116436,153 -"wd_1",0.01,1613809116436,153 -"sqr_mom_1",0.99,1613809116436,153 -"lr_1",9.981420159805916e-05,1613809116436,153 -"mom_1",0.8501935400020217,1613809116436,153 -"eps_1",1e-05,1613809116436,153 -"wd_2",0.01,1613809116436,153 -"sqr_mom_2",0.99,1613809116436,153 -"lr_2",0.0009981420159805917,1613809116436,153 -"mom_2",0.8501935400020217,1613809116436,153 -"eps_2",1e-05,1613809116436,153 -"train_loss",0.43649706,1613809117347,154 -"raw_loss",0.4085614,1613809117347,154 -"wd_0",0.01,1613809117347,154 -"sqr_mom_0",0.99,1613809117347,154 -"lr_0",9.988888166172216e-05,1613809117347,154 -"mom_0",0.8501157482690394,1613809117347,154 -"eps_0",1e-05,1613809117347,154 -"wd_1",0.01,1613809117347,154 -"sqr_mom_1",0.99,1613809117347,154 -"lr_1",9.988888166172216e-05,1613809117347,154 -"mom_1",0.8501157482690394,1613809117347,154 -"eps_1",1e-05,1613809117347,154 -"wd_2",0.01,1613809117347,154 -"sqr_mom_2",0.99,1613809117347,154 -"lr_2",0.0009988888166172216,1613809117347,154 -"mom_2",0.8501157482690394,1613809117347,154 -"eps_2",1e-05,1613809117347,154 -"train_loss",0.44286403,1613809118258,155 -"raw_loss",0.74122393,1613809118258,155 -"wd_0",0.01,1613809118258,155 -"sqr_mom_0",0.99,1613809118258,155 -"lr_0",9.994448666363798e-05,1613809118258,155 -"mom_0",0.8500578263920437,1613809118258,155 -"eps_0",1e-05,1613809118258,155 -"wd_1",0.01,1613809118258,155 -"sqr_mom_1",0.99,1613809118258,155 -"lr_1",9.994448666363798e-05,1613809118258,155 -"mom_1",0.8500578263920437,1613809118258,155 -"eps_1",1e-05,1613809118258,155 -"wd_2",0.01,1613809118258,155 -"sqr_mom_2",0.99,1613809118258,155 -"lr_2",0.0009994448666363798,1613809118258,155 -"mom_2",0.8500578263920437,1613809118258,155 -"eps_2",1e-05,1613809118258,155 -"train_loss",0.4509037,1613809119167,156 -"raw_loss",0.82799584,1613809119167,156 -"wd_0",0.01,1613809119167,156 -"sqr_mom_0",0.99,1613809119167,156 -"lr_0",9.998099549915502e-05,1613809119167,156 -"mom_0",0.8500197963550469,1613809119167,156 -"eps_0",1e-05,1613809119167,156 -"wd_1",0.01,1613809119167,156 -"sqr_mom_1",0.99,1613809119167,156 -"lr_1",9.998099549915502e-05,1613809119167,156 -"mom_1",0.8500197963550469,1613809119167,156 -"eps_1",1e-05,1613809119167,156 -"wd_2",0.01,1613809119167,156 -"sqr_mom_2",0.99,1613809119167,156 -"lr_2",0.0009998099549915502,1613809119167,156 -"mom_2",0.8500197963550469,1613809119167,156 -"eps_2",1e-05,1613809119167,156 -"train_loss",0.45038694,1613809120080,157 -"raw_loss",0.426127,1613809120080,157 -"wd_0",0.01,1613809120080,157 -"sqr_mom_0",0.99,1613809120080,157 -"lr_0",9.999839301519797e-05,1613809120080,157 -"mom_0",0.8500016739425021,1613809120080,157 -"eps_0",1e-05,1613809120080,157 -"wd_1",0.01,1613809120080,157 -"sqr_mom_1",0.99,1613809120080,157 -"lr_1",9.999839301519797e-05,1613809120080,157 -"mom_1",0.8500016739425021,1613809120080,157 -"eps_1",1e-05,1613809120080,157 -"wd_2",0.01,1613809120080,157 -"sqr_mom_2",0.99,1613809120080,157 -"lr_2",0.0009999839301519796,1613809120080,157 -"mom_2",0.8500016739425021,1613809120080,157 -"eps_2",1e-05,1613809120080,157 -"train_loss",0.4493995,1613809120996,158 -"raw_loss",0.40300253,1613809120996,158 -"wd_0",0.01,1613809120996,158 -"sqr_mom_0",0.99,1613809120996,158 -"lr_0",6.97034675332894e-05,1613809120996,158 -"mom_0",0.8802968354350649,1613809120996,158 -"eps_0",1e-05,1613809120996,158 -"wd_1",0.01,1613809120996,158 -"sqr_mom_1",0.99,1613809120996,158 -"lr_1",6.97034675332894e-05,1613809120996,158 -"mom_1",0.8802968354350649,1613809120996,158 -"eps_1",1e-05,1613809120996,158 -"wd_2",0.01,1613809120996,158 -"sqr_mom_2",0.99,1613809120996,158 -"lr_2",0.000697034675332894,1613809120996,158 -"mom_2",0.8802968354350649,1613809120996,158 -"eps_2",1e-05,1613809120996,158 -"valid_loss",0.5016722679138184,1613809138602,158 -"_rmse",0.7082882523536682,1613809138602,158 -"epoch",1,1613809138602,158 +"train_loss",1.1338625,1613824468871,0 +"raw_loss",1.1338636,1613824468871,0 +"wd_0",0.01,1613824468871,0 +"sqr_mom_0",0.99,1613824468871,0 +"lr_0",4e-06,1613824468871,0 +"mom_0",0.95,1613824468871,0 +"eps_0",1e-05,1613824468871,0 +"wd_1",0.01,1613824468871,0 +"sqr_mom_1",0.99,1613824468871,0 +"lr_1",4e-06,1613824468871,0 +"mom_1",0.95,1613824468871,0 +"eps_1",1e-05,1613824468871,0 +"wd_2",0.01,1613824468871,0 +"sqr_mom_2",0.99,1613824468871,0 +"lr_2",4e-05,1613824468871,0 +"mom_2",0.95,1613824468871,0 +"eps_2",1e-05,1613824468871,0 +"train_loss",1.0740391,1613824469794,1 +"raw_loss",1.015413,1613824469794,1 +"wd_0",0.01,1613824469794,1 +"sqr_mom_0",0.99,1613824469794,1 +"lr_0",4.009559427763895e-06,1613824469794,1 +"mom_0",0.9499900422627459,1613824469794,1 +"eps_0",1e-05,1613824469794,1 +"wd_1",0.01,1613824469794,1 +"sqr_mom_1",0.99,1613824469794,1 +"lr_1",4.009559427763895e-06,1613824469794,1 +"mom_1",0.9499900422627459,1613824469794,1 +"eps_1",1e-05,1613824469794,1 +"wd_2",0.01,1613824469794,1 +"sqr_mom_2",0.99,1613824469794,1 +"lr_2",4.0095594277638955e-05,1613824469794,1 +"mom_2",0.9499900422627459,1613824469794,1 +"eps_2",1e-05,1613824469794,1 +"train_loss",0.943522,1613824470702,2 +"raw_loss",0.69026715,1613824470702,2 +"wd_0",0.01,1613824470702,2 +"sqr_mom_0",0.99,1613824470702,2 +"lr_0",4.0382339034447715e-06,1613824470702,2 +"mom_0",0.949960173017245,1613824470702,2 +"eps_0",1e-05,1613824470702,2 +"wd_1",0.01,1613824470702,2 +"sqr_mom_1",0.99,1613824470702,2 +"lr_1",4.0382339034447715e-06,1613824470702,2 +"mom_1",0.949960173017245,1613824470702,2 +"eps_1",1e-05,1613824470702,2 +"wd_2",0.01,1613824470702,2 +"sqr_mom_2",0.99,1613824470702,2 +"lr_2",4.038233903444772e-05,1613824470702,2 +"mom_2",0.949960173017245,1613824470702,2 +"eps_2",1e-05,1613824470702,2 +"train_loss",0.8829396,1613824471618,3 +"raw_loss",0.7083665,1613824471618,3 +"wd_0",0.01,1613824471618,3 +"sqr_mom_0",0.99,1613824471618,3 +"lr_0",4.086012005726854e-06,1613824471618,3 +"mom_0",0.9499104041607012,1613824471618,3 +"eps_0",1e-05,1613824471618,3 +"wd_1",0.01,1613824471618,3 +"sqr_mom_1",0.99,1613824471618,3 +"lr_1",4.086012005726854e-06,1613824471618,3 +"mom_1",0.9499104041607012,1613824471618,3 +"eps_1",1e-05,1613824471618,3 +"wd_2",0.01,1613824471618,3 +"sqr_mom_2",0.99,1613824471618,3 +"lr_2",4.086012005726854e-05,1613824471618,3 +"mom_2",0.9499104041607012,1613824471618,3 +"eps_2",1e-05,1613824471618,3 +"train_loss",0.81015086,1613824472536,4 +"raw_loss",0.53326553,1613824472536,4 +"wd_0",0.01,1613824472536,4 +"sqr_mom_0",0.99,1613824472536,4 +"lr_0",4.152874704138565e-06,1613824472536,4 +"mom_0",0.9498407555165223,1613824472536,4 +"eps_0",1e-05,1613824472536,4 +"wd_1",0.01,1613824472536,4 +"sqr_mom_1",0.99,1613824472536,4 +"lr_1",4.152874704138565e-06,1613824472536,4 +"mom_1",0.9498407555165223,1613824472536,4 +"eps_1",1e-05,1613824472536,4 +"wd_2",0.01,1613824472536,4 +"sqr_mom_2",0.99,1613824472536,4 +"lr_2",4.152874704138565e-05,1613824472536,4 +"mom_2",0.9498407555165223,1613824472536,4 +"eps_2",1e-05,1613824472536,4 +"train_loss",0.7213861,1613824473451,5 +"raw_loss",0.30349252,1613824473451,5 +"wd_0",0.01,1613824473451,5 +"sqr_mom_0",0.99,1613824473451,5 +"lr_0",4.238795394615183e-06,1613824473451,5 +"mom_0",0.9497512547972758,1613824473451,5 +"eps_0",1e-05,1613824473451,5 +"wd_1",0.01,1613824473451,5 +"sqr_mom_1",0.99,1613824473451,5 +"lr_1",4.238795394615183e-06,1613824473451,5 +"mom_1",0.9497512547972758,1613824473451,5 +"eps_1",1e-05,1613824473451,5 +"wd_2",0.01,1613824473451,5 +"sqr_mom_2",0.99,1613824473451,5 +"lr_2",4.2387953946151834e-05,1613824473451,5 +"mom_2",0.9497512547972758,1613824473451,5 +"eps_2",1e-05,1613824473451,5 +"train_loss",0.6719374,1613824474370,6 +"raw_loss",0.39533567,1613824474370,6 +"wd_0",0.01,1613824474370,6 +"sqr_mom_0",0.99,1613824474370,6 +"lr_0",4.343739770193693e-06,1613824474370,6 +"mom_0",0.9496419377393815,1613824474370,6 +"eps_0",1e-05,1613824474370,6 +"wd_1",0.01,1613824474370,6 +"sqr_mom_1",0.99,1613824474370,6 +"lr_1",4.343739770193693e-06,1613824474370,6 +"mom_1",0.9496419377393815,1613824474370,6 +"eps_1",1e-05,1613824474370,6 +"wd_2",0.01,1613824474370,6 +"sqr_mom_2",0.99,1613824474370,6 +"lr_2",4.343739770193693e-05,1613824474370,6 +"mom_2",0.9496419377393815,1613824474370,6 +"eps_2",1e-05,1613824474370,6 +"train_loss",0.6352312,1613824475288,7 +"raw_loss",0.39804167,1613824475288,7 +"wd_0",0.01,1613824475288,7 +"sqr_mom_0",0.99,1613824475288,7 +"lr_0",4.467666153583133e-06,1613824475288,7 +"mom_0",0.9495128477566842,1613824475288,7 +"eps_0",1e-05,1613824475288,7 +"wd_1",0.01,1613824475288,7 +"sqr_mom_1",0.99,1613824475288,7 +"lr_1",4.467666153583133e-06,1613824475288,7 +"mom_1",0.9495128477566842,1613824475288,7 +"eps_1",1e-05,1613824475288,7 +"wd_2",0.01,1613824475288,7 +"sqr_mom_2",0.99,1613824475288,7 +"lr_2",4.4676661535831333e-05,1613824475288,7 +"mom_2",0.9495128477566842,1613824475288,7 +"eps_2",1e-05,1613824475288,7 +"train_loss",0.608097,1613824476211,8 +"raw_loss",0.40967506,1613824476211,8 +"wd_0",0.01,1613824476211,8 +"sqr_mom_0",0.99,1613824476211,8 +"lr_0",4.610525038422375e-06,1613824476211,8 +"mom_0",0.94936403641831,1613824476211,8 +"eps_0",1e-05,1613824476211,8 +"wd_1",0.01,1613824476211,8 +"sqr_mom_1",0.99,1613824476211,8 +"lr_1",4.610525038422375e-06,1613824476211,8 +"mom_1",0.94936403641831,1613824476211,8 +"eps_1",1e-05,1613824476211,8 +"wd_2",0.01,1613824476211,8 +"sqr_mom_2",0.99,1613824476211,8 +"lr_2",4.610525038422376e-05,1613824476211,8 +"mom_2",0.94936403641831,1613824476211,8 +"eps_2",1e-05,1613824476211,8 +"train_loss",0.6271928,1613824477144,9 +"raw_loss",0.7827542,1613824477144,9 +"wd_0",0.01,1613824477144,9 +"sqr_mom_0",0.99,1613824477144,9 +"lr_0",4.772259690167275e-06,1613824477144,9 +"mom_0",0.9491955628227424,1613824477144,9 +"eps_0",1e-05,1613824477144,9 +"wd_1",0.01,1613824477144,9 +"sqr_mom_1",0.99,1613824477144,9 +"lr_1",4.772259690167275e-06,1613824477144,9 +"mom_1",0.9491955628227424,1613824477144,9 +"eps_1",1e-05,1613824477144,9 +"wd_2",0.01,1613824477144,9 +"sqr_mom_2",0.99,1613824477144,9 +"lr_2",4.7722596901672744e-05,1613824477144,9 +"mom_2",0.9491955628227424,1613824477144,9 +"eps_2",1e-05,1613824477144,9 +"train_loss",0.59348357,1613824478069,10 +"raw_loss",0.29133362,1613824478069,10 +"wd_0",0.01,1613824478069,10 +"sqr_mom_0",0.99,1613824478069,10 +"lr_0",4.952805610107015e-06,1613824478069,10 +"mom_0",0.9490074941561385,1613824478069,10 +"eps_0",1e-05,1613824478069,10 +"wd_1",0.01,1613824478069,10 +"sqr_mom_1",0.99,1613824478069,10 +"lr_1",4.952805610107015e-06,1613824478069,10 +"mom_1",0.9490074941561385,1613824478069,10 +"eps_1",1e-05,1613824478069,10 +"wd_2",0.01,1613824478069,10 +"sqr_mom_2",0.99,1613824478069,10 +"lr_2",4.952805610107016e-05,1613824478069,10 +"mom_2",0.9490074941561385,1613824478069,10 +"eps_2",1e-05,1613824478069,10 +"train_loss",0.56362176,1613824478998,11 +"raw_loss",0.27204603,1613824478998,11 +"wd_0",0.01,1613824478998,11 +"sqr_mom_0",0.99,1613824478998,11 +"lr_0",5.1520907627064555e-06,1613824478998,11 +"mom_0",0.9487999054555141,1613824478998,11 +"eps_0",1e-05,1613824478998,11 +"wd_1",0.01,1613824478998,11 +"sqr_mom_1",0.99,1613824478998,11 +"lr_1",5.1520907627064555e-06,1613824478998,11 +"mom_1",0.9487999054555141,1613824478998,11 +"eps_1",1e-05,1613824478998,11 +"wd_2",0.01,1613824478998,11 +"sqr_mom_2",0.99,1613824478998,11 +"lr_2",5.152090762706456e-05,1613824478998,11 +"mom_2",0.9487999054555141,1613824478998,11 +"eps_2",1e-05,1613824478998,11 +"train_loss",0.55325305,1613824479931,12 +"raw_loss",0.44387496,1613824479931,12 +"wd_0",0.01,1613824479931,12 +"sqr_mom_0",0.99,1613824479931,12 +"lr_0",5.370035871207568e-06,1613824479931,12 +"mom_0",0.9485728793008255,1613824479931,12 +"eps_0",1e-05,1613824479931,12 +"wd_1",0.01,1613824479931,12 +"sqr_mom_1",0.99,1613824479931,12 +"lr_1",5.370035871207568e-06,1613824479931,12 +"mom_1",0.9485728793008255,1613824479931,12 +"eps_1",1e-05,1613824479931,12 +"wd_2",0.01,1613824479931,12 +"sqr_mom_2",0.99,1613824479931,12 +"lr_2",5.3700358712075686e-05,1613824479931,12 +"mom_2",0.9485728793008255,1613824479931,12 +"eps_2",1e-05,1613824479931,12 +"train_loss",0.5575257,1613824480863,13 +"raw_loss",0.60588366,1613824480863,13 +"wd_0",0.01,1613824480863,13 +"sqr_mom_0",0.99,1613824480863,13 +"lr_0",5.6065544142990906e-06,1613824480863,13 +"mom_0",0.9483265058184384,1613824480863,13 +"eps_0",1e-05,1613824480863,13 +"wd_1",0.01,1613824480863,13 +"sqr_mom_1",0.99,1613824480863,13 +"lr_1",5.6065544142990906e-06,1613824480863,13 +"mom_1",0.9483265058184384,1613824480863,13 +"eps_1",1e-05,1613824480863,13 +"wd_2",0.01,1613824480863,13 +"sqr_mom_2",0.99,1613824480863,13 +"lr_2",5.6065544142990906e-05,1613824480863,13 +"mom_2",0.9483265058184384,1613824480863,13 +"eps_2",1e-05,1613824480863,13 +"train_loss",0.5432169,1613824481796,14 +"raw_loss",0.37048712,1613824481796,14 +"wd_0",0.01,1613824481796,14 +"sqr_mom_0",0.99,1613824481796,14 +"lr_0",5.861551629698894e-06,1613824481796,14 +"mom_0",0.9480608837190636,1613824481796,14 +"eps_0",1e-05,1613824481796,14 +"wd_1",0.01,1613824481796,14 +"sqr_mom_1",0.99,1613824481796,14 +"lr_1",5.861551629698894e-06,1613824481796,14 +"mom_1",0.9480608837190636,1613824481796,14 +"eps_1",1e-05,1613824481796,14 +"wd_2",0.01,1613824481796,14 +"sqr_mom_2",0.99,1613824481796,14 +"lr_2",5.861551629698895e-05,1613824481796,14 +"mom_2",0.9480608837190636,1613824481796,14 +"eps_2",1e-05,1613824481796,14 +"train_loss",0.52868545,1613824482735,15 +"raw_loss",0.3425373,1613824482735,15 +"wd_0",0.01,1613824482735,15 +"sqr_mom_0",0.99,1613824482735,15 +"lr_0",6.134926216169848e-06,1613824482735,15 +"mom_0",0.947776118524823,1613824482735,15 +"eps_0",1e-05,1613824482735,15 +"wd_1",0.01,1613824482735,15 +"sqr_mom_1",0.99,1613824482735,15 +"lr_1",6.134926216169848e-06,1613824482735,15 +"mom_1",0.947776118524823,1613824482735,15 +"eps_1",1e-05,1613824482735,15 +"wd_2",0.01,1613824482735,15 +"sqr_mom_2",0.99,1613824482735,15 +"lr_2",6.134926216169849e-05,1613824482735,15 +"mom_2",0.947776118524823,1613824482735,15 +"eps_2",1e-05,1613824482735,15 +"train_loss",0.5322244,1613824483662,16 +"raw_loss",0.5801199,1613824483662,16 +"wd_0",0.01,1613824483662,16 +"sqr_mom_0",0.99,1613824483662,16 +"lr_0",6.426569286083635e-06,1613824483662,16 +"mom_0",0.9474723236603295,1613824483662,16 +"eps_0",1e-05,1613824483662,16 +"wd_1",0.01,1613824483662,16 +"sqr_mom_1",0.99,1613824483662,16 +"lr_1",6.426569286083635e-06,1613824483662,16 +"mom_1",0.9474723236603295,1613824483662,16 +"eps_1",1e-05,1613824483662,16 +"wd_2",0.01,1613824483662,16 +"sqr_mom_2",0.99,1613824483662,16 +"lr_2",6.426569286083637e-05,1613824483662,16 +"mom_2",0.9474723236603295,1613824483662,16 +"eps_2",1e-05,1613824483662,16 +"train_loss",0.54955846,1613824484598,17 +"raw_loss",0.7964517,1613824484598,17 +"wd_0",0.01,1613824484598,17 +"sqr_mom_0",0.99,1613824484598,17 +"lr_0",6.7363650492297375e-06,1613824484598,17 +"mom_0",0.9471496197403857,1613824484598,17 +"eps_0",1e-05,1613824484598,17 +"wd_1",0.01,1613824484598,17 +"sqr_mom_1",0.99,1613824484598,17 +"lr_1",6.7363650492297375e-06,1613824484598,17 +"mom_1",0.9471496197403857,1613824484598,17 +"eps_1",1e-05,1613824484598,17 +"wd_2",0.01,1613824484598,17 +"sqr_mom_2",0.99,1613824484598,17 +"lr_2",6.736365049229738e-05,1613824484598,17 +"mom_2",0.9471496197403857,1613824484598,17 +"eps_2",1e-05,1613824484598,17 +"train_loss",0.5322558,1613824485531,18 +"raw_loss",0.27378368,1613824485531,18 +"wd_0",0.01,1613824485531,18 +"sqr_mom_0",0.99,1613824485531,18 +"lr_0",7.06418938445837e-06,1613824485531,18 +"mom_0",0.9468081360578559,1613824485531,18 +"eps_0",1e-05,1613824485531,18 +"wd_1",0.01,1613824485531,18 +"sqr_mom_1",0.99,1613824485531,18 +"lr_1",7.06418938445837e-06,1613824485531,18 +"mom_1",0.9468081360578559,1613824485531,18 +"eps_1",1e-05,1613824485531,18 +"wd_2",0.01,1613824485531,18 +"sqr_mom_2",0.99,1613824485531,18 +"lr_2",7.06418938445837e-05,1613824485531,18 +"mom_2",0.9468081360578559,1613824485531,18 +"eps_2",1e-05,1613824485531,18 +"train_loss",0.5240023,1613824486461,19 +"raw_loss",0.39508528,1613824486461,19 +"wd_0",0.01,1613824486461,19 +"sqr_mom_0",0.99,1613824486461,19 +"lr_0",7.409912069008094e-06,1613824486461,19 +"mom_0",0.9464480082614498,1613824486461,19 +"eps_0",1e-05,1613824486461,19 +"wd_1",0.01,1613824486461,19 +"sqr_mom_1",0.99,1613824486461,19 +"lr_1",7.409912069008094e-06,1613824486461,19 +"mom_1",0.9464480082614498,1613824486461,19 +"eps_1",1e-05,1613824486461,19 +"wd_2",0.01,1613824486461,19 +"sqr_mom_2",0.99,1613824486461,19 +"lr_2",7.409912069008095e-05,1613824486461,19 +"mom_2",0.9464480082614498,1613824486461,19 +"eps_2",1e-05,1613824486461,19 +"train_loss",0.52015156,1613824487380,20 +"raw_loss",0.45743328,1613824487380,20 +"wd_0",0.01,1613824487380,20 +"sqr_mom_0",0.99,1613824487380,20 +"lr_0",7.773395834984238e-06,1613824487380,20 +"mom_0",0.9460693793385581,1613824487380,20 +"eps_0",1e-05,1613824487380,20 +"wd_1",0.01,1613824487380,20 +"sqr_mom_1",0.99,1613824487380,20 +"lr_1",7.773395834984238e-06,1613824487380,20 +"mom_1",0.9460693793385581,1613824487380,20 +"eps_1",1e-05,1613824487380,20 +"wd_2",0.01,1613824487380,20 +"sqr_mom_2",0.99,1613824487380,20 +"lr_2",7.773395834984238e-05,1613824487380,20 +"mom_2",0.9460693793385581,1613824487380,20 +"eps_2",1e-05,1613824487380,20 +"train_loss",0.5212686,1613824488310,21 +"raw_loss",0.5401934,1613824488310,21 +"wd_0",0.01,1613824488310,21 +"sqr_mom_0",0.99,1613824488310,21 +"lr_0",8.154495508105691e-06,1613824488310,21 +"mom_0",0.9456724005123899,1613824488310,21 +"eps_0",1e-05,1613824488310,21 +"wd_1",0.01,1613824488310,21 +"sqr_mom_1",0.99,1613824488310,21 +"lr_1",8.154495508105691e-06,1613824488310,21 +"mom_1",0.9456724005123899,1613824488310,21 +"eps_1",1e-05,1613824488310,21 +"wd_2",0.01,1613824488310,21 +"sqr_mom_2",0.99,1613824488310,21 +"lr_2",8.154495508105693e-05,1613824488310,21 +"mom_2",0.9456724005123899,1613824488310,21 +"eps_2",1e-05,1613824488310,21 +"train_loss",0.53526735,1613824489232,22 +"raw_loss",0.7814038,1613824489232,22 +"wd_0",0.01,1613824489232,22 +"sqr_mom_0",0.99,1613824489232,22 +"lr_0",8.553058337262749e-06,1613824489232,22 +"mom_0",0.9452572308986846,1613824489232,22 +"eps_0",1e-05,1613824489232,22 +"wd_1",0.01,1613824489232,22 +"sqr_mom_1",0.99,1613824489232,22 +"lr_1",8.553058337262749e-06,1613824489232,22 +"mom_1",0.9452572308986846,1613824489232,22 +"eps_1",1e-05,1613824489232,22 +"wd_2",0.01,1613824489232,22 +"sqr_mom_2",0.99,1613824489232,22 +"lr_2",8.55305833726275e-05,1613824489232,22 +"mom_2",0.9452572308986846,1613824489232,22 +"eps_2",1e-05,1613824489232,22 +"train_loss",0.528405,1613824490145,23 +"raw_loss",0.4034359,1613824490145,23 +"wd_0",0.01,1613824490145,23 +"sqr_mom_0",0.99,1613824490145,23 +"lr_0",8.968927440491031e-06,1613824490145,23 +"mom_0",0.9448240339161551,1613824490145,23 +"eps_0",1e-05,1613824490145,23 +"wd_1",0.01,1613824490145,23 +"sqr_mom_1",0.99,1613824490145,23 +"lr_1",8.968927440491031e-06,1613824490145,23 +"mom_1",0.9448240339161551,1613824490145,23 +"eps_1",1e-05,1613824490145,23 +"wd_2",0.01,1613824490145,23 +"sqr_mom_2",0.99,1613824490145,23 +"lr_2",8.968927440491031e-05,1613824490145,23 +"mom_2",0.9448240339161551,1613824490145,23 +"eps_2",1e-05,1613824490145,23 +"train_loss",0.537701,1613824491068,24 +"raw_loss",0.71271473,1613824491068,24 +"wd_0",0.01,1613824491068,24 +"sqr_mom_0",0.99,1613824491068,24 +"lr_0",9.401935222813777e-06,1613824491068,24 +"mom_0",0.9443729841429023,1613824491068,24 +"eps_0",1e-05,1613824491068,24 +"wd_1",0.01,1613824491068,24 +"sqr_mom_1",0.99,1613824491068,24 +"lr_1",9.401935222813777e-06,1613824491068,24 +"mom_1",0.9443729841429023,1613824491068,24 +"eps_1",1e-05,1613824491068,24 +"wd_2",0.01,1613824491068,24 +"sqr_mom_2",0.99,1613824491068,24 +"lr_2",9.401935222813777e-05,1613824491068,24 +"mom_2",0.9443729841429023,1613824491068,24 +"eps_2",1e-05,1613824491068,24 +"train_loss",0.5244502,1613824491988,25 +"raw_loss",0.26698288,1613824491988,25 +"wd_0",0.01,1613824491988,25 +"sqr_mom_0",0.99,1613824491988,25 +"lr_0",9.851911244073228e-06,1613824491988,25 +"mom_0",0.943904259120757,1613824491988,25 +"eps_0",1e-05,1613824491988,25 +"wd_1",0.01,1613824491988,25 +"sqr_mom_1",0.99,1613824491988,25 +"lr_1",9.851911244073228e-06,1613824491988,25 +"mom_1",0.943904259120757,1613824491988,25 +"eps_1",1e-05,1613824491988,25 +"wd_2",0.01,1613824491988,25 +"sqr_mom_2",0.99,1613824491988,25 +"lr_2",9.851911244073227e-05,1613824491988,25 +"mom_2",0.943904259120757,1613824491988,25 +"eps_2",1e-05,1613824491988,25 +"train_loss",0.5196765,1613824492899,26 +"raw_loss",0.4241009,1613824492899,26 +"wd_0",0.01,1613824492899,26 +"sqr_mom_0",0.99,1613824492899,26 +"lr_0",1.0318675278608704e-05,1613824492899,26 +"mom_0",0.9434180465847826,1613824492899,26 +"eps_0",1e-05,1613824492899,26 +"wd_1",0.01,1613824492899,26 +"sqr_mom_1",0.99,1613824492899,26 +"lr_1",1.0318675278608704e-05,1613824492899,26 +"mom_1",0.9434180465847826,1613824492899,26 +"eps_1",1e-05,1613824492899,26 +"wd_2",0.01,1613824492899,26 +"sqr_mom_2",0.99,1613824492899,26 +"lr_2",0.00010318675278608706,1613824492899,26 +"mom_2",0.9434180465847826,1613824492899,26 +"eps_2",1e-05,1613824492899,26 +"train_loss",0.51607245,1613824493810,27 +"raw_loss",0.44182375,1613824493810,27 +"wd_0",0.01,1613824493810,27 +"sqr_mom_0",0.99,1613824493810,27 +"lr_0",1.0802040256448307e-05,1613824493810,27 +"mom_0",0.942914541399533,1613824493810,27 +"eps_0",1e-05,1613824493810,27 +"wd_1",0.01,1613824493810,27 +"sqr_mom_1",0.99,1613824493810,27 +"lr_1",1.0802040256448307e-05,1613824493810,27 +"mom_1",0.942914541399533,1613824493810,27 +"eps_1",1e-05,1613824493810,27 +"wd_2",0.01,1613824493810,27 +"sqr_mom_2",0.99,1613824493810,27 +"lr_2",0.00010802040256448309,1613824493810,27 +"mom_2",0.942914541399533,1613824493810,27 +"eps_2",1e-05,1613824493810,27 +"train_loss",0.50737333,1613824494722,28 +"raw_loss",0.32322118,1613824494722,28 +"wd_0",0.01,1613824494722,28 +"sqr_mom_0",0.99,1613824494722,28 +"lr_0",1.1301815915877466e-05,1613824494722,28 +"mom_0",0.9423939417542943,1613824494722,28 +"eps_0",1e-05,1613824494722,28 +"wd_1",0.01,1613824494722,28 +"sqr_mom_1",0.99,1613824494722,28 +"lr_1",1.1301815915877466e-05,1613824494722,28 +"mom_1",0.9423939417542943,1613824494722,28 +"eps_1",1e-05,1613824494722,28 +"wd_2",0.01,1613824494722,28 +"sqr_mom_2",0.99,1613824494722,28 +"lr_2",0.00011301815915877467,1613824494722,28 +"mom_2",0.9423939417542943,1613824494722,28 +"eps_2",1e-05,1613824494722,28 +"train_loss",0.5057137,1613824495634,29 +"raw_loss",0.46965617,1613824495634,29 +"wd_0",0.01,1613824495634,29 +"sqr_mom_0",0.99,1613824495634,29 +"lr_0",1.1817800847632122e-05,1613824495634,29 +"mom_0",0.9418564574503832,1613824495634,29 +"eps_0",1e-05,1613824495634,29 +"wd_1",0.01,1613824495634,29 +"sqr_mom_1",0.99,1613824495634,29 +"lr_1",1.1817800847632122e-05,1613824495634,29 +"mom_1",0.9418564574503832,1613824495634,29 +"eps_1",1e-05,1613824495634,29 +"wd_2",0.01,1613824495634,29 +"sqr_mom_2",0.99,1613824495634,29 +"lr_2",0.00011817800847632124,1613824495634,29 +"mom_2",0.9418564574503832,1613824495634,29 +"eps_2",1e-05,1613824495634,29 +"train_loss",0.4955519,1613824496542,30 +"raw_loss",0.26923698,1613824496542,30 +"wd_0",0.01,1613824496542,30 +"sqr_mom_0",0.99,1613824496542,30 +"lr_0",1.2349791950158995e-05,1613824496542,30 +"mom_0",0.9413023000519176,1613824496542,30 +"eps_0",1e-05,1613824496542,30 +"wd_1",0.01,1613824496542,30 +"sqr_mom_1",0.99,1613824496542,30 +"lr_1",1.2349791950158995e-05,1613824496542,30 +"mom_1",0.9413023000519176,1613824496542,30 +"eps_1",1e-05,1613824496542,30 +"wd_2",0.01,1613824496542,30 +"sqr_mom_2",0.99,1613824496542,30 +"lr_2",0.00012349791950158997,1613824496542,30 +"mom_2",0.9413023000519176,1613824496542,30 +"eps_2",1e-05,1613824496542,30 +"train_loss",0.49673352,1613824497445,31 +"raw_loss",0.52368045,1613824497445,31 +"wd_0",0.01,1613824497445,31 +"sqr_mom_0",0.99,1613824497445,31 +"lr_0",1.289757613462115e-05,1613824497445,31 +"mom_0",0.9407316915264362,1613824497445,31 +"eps_0",1e-05,1613824497445,31 +"wd_1",0.01,1613824497445,31 +"sqr_mom_1",0.99,1613824497445,31 +"lr_1",1.289757613462115e-05,1613824497445,31 +"mom_1",0.9407316915264362,1613824497445,31 +"eps_1",1e-05,1613824497445,31 +"wd_2",0.01,1613824497445,31 +"sqr_mom_2",0.99,1613824497445,31 +"lr_2",0.0001289757613462115,1613824497445,31 +"mom_2",0.9407316915264362,1613824497445,31 +"eps_2",1e-05,1613824497445,31 +"train_loss",0.50158304,1613824498356,32 +"raw_loss",0.6147217,1613824498356,32 +"wd_0",0.01,1613824498356,32 +"sqr_mom_0",0.99,1613824498356,32 +"lr_0",1.3460933873494347e-05,1613824498356,32 +"mom_0",0.9401448605484434,1613824498356,32 +"eps_0",1e-05,1613824498356,32 +"wd_1",0.01,1613824498356,32 +"sqr_mom_1",0.99,1613824498356,32 +"lr_1",1.3460933873494347e-05,1613824498356,32 +"mom_1",0.9401448605484434,1613824498356,32 +"eps_1",1e-05,1613824498356,32 +"wd_2",0.01,1613824498356,32 +"sqr_mom_2",0.99,1613824498356,32 +"lr_2",0.00013460933873494347,1613824498356,32 +"mom_2",0.9401448605484434,1613824498356,32 +"eps_2",1e-05,1613824498356,32 +"train_loss",0.49331534,1613824499267,33 +"raw_loss",0.29618663,1613824499267,33 +"wd_0",0.01,1613824499267,33 +"sqr_mom_0",0.99,1613824499267,33 +"lr_0",1.4039643418380948e-05,1613824499267,33 +"mom_0",0.9395420381058531,1613824499267,33 +"eps_0",1e-05,1613824499267,33 +"wd_1",0.01,1613824499267,33 +"sqr_mom_1",0.99,1613824499267,33 +"lr_1",1.4039643418380948e-05,1613824499267,33 +"mom_1",0.9395420381058531,1613824499267,33 +"eps_1",1e-05,1613824499267,33 +"wd_2",0.01,1613824499267,33 +"sqr_mom_2",0.99,1613824499267,33 +"lr_2",0.0001403964341838095,1613824499267,33 +"mom_2",0.9395420381058531,1613824499267,33 +"eps_2",1e-05,1613824499267,33 +"train_loss",0.48474786,1613824500175,34 +"raw_loss",0.27616236,1613824500175,34 +"wd_0",0.01,1613824500175,34 +"sqr_mom_0",0.99,1613824500175,34 +"lr_0",1.4633472960142029e-05,1613824500175,34 +"mom_0",0.9389234656665186,1613824500175,34 +"eps_0",1e-05,1613824500175,34 +"wd_1",0.01,1613824500175,34 +"sqr_mom_1",0.99,1613824500175,34 +"lr_1",1.4633472960142029e-05,1613824500175,34 +"mom_1",0.9389234656665186,1613824500175,34 +"eps_1",1e-05,1613824500175,34 +"wd_2",0.01,1613824500175,34 +"sqr_mom_2",0.99,1613824500175,34 +"lr_2",0.0001463347296014203,1613824500175,34 +"mom_2",0.9389234656665186,1613824500175,34 +"eps_2",1e-05,1613824500175,34 +"train_loss",0.48385224,1613824501074,35 +"raw_loss",0.46160516,1613824501074,35 +"wd_0",0.01,1613824501074,35 +"sqr_mom_0",0.99,1613824501074,35 +"lr_0",1.524218452536167e-05,1613824501074,35 +"mom_0",0.9382893911194149,1613824501074,35 +"eps_0",1e-05,1613824501074,35 +"wd_1",0.01,1613824501074,35 +"sqr_mom_1",0.99,1613824501074,35 +"lr_1",1.524218452536167e-05,1613824501074,35 +"mom_1",0.9382893911194149,1613824501074,35 +"eps_1",1e-05,1613824501074,35 +"wd_2",0.01,1613824501074,35 +"sqr_mom_2",0.99,1613824501074,35 +"lr_2",0.0001524218452536167,1613824501074,35 +"mom_2",0.9382893911194149,1613824501074,35 +"eps_2",1e-05,1613824501074,35 +"train_loss",0.47123933,1613824501971,36 +"raw_loss",0.15184765,1613824501971,36 +"wd_0",0.01,1613824501971,36 +"sqr_mom_0",0.99,1613824501971,36 +"lr_0",1.5865538513507337e-05,1613824501971,36 +"mom_0",0.9376400640484298,1613824501971,36 +"eps_0",1e-05,1613824501971,36 +"wd_1",0.01,1613824501971,36 +"sqr_mom_1",0.99,1613824501971,36 +"lr_1",1.5865538513507337e-05,1613824501971,36 +"mom_1",0.9376400640484298,1613824501971,36 +"eps_1",1e-05,1613824501971,36 +"wd_2",0.01,1613824501971,36 +"sqr_mom_2",0.99,1613824501971,36 +"lr_2",0.0001586553851350734,1613824501971,36 +"mom_2",0.9376400640484298,1613824501971,36 +"eps_2",1e-05,1613824501971,36 +"train_loss",0.46278793,1613824502880,37 +"raw_loss",0.24477509,1613824502880,37 +"wd_0",0.01,1613824502880,37 +"sqr_mom_0",0.99,1613824502880,37 +"lr_0",1.6503285225903715e-05,1613824502880,37 +"mom_0",0.9369757445563502,1613824502880,37 +"eps_0",1e-05,1613824502880,37 +"wd_1",0.01,1613824502880,37 +"sqr_mom_1",0.99,1613824502880,37 +"lr_1",1.6503285225903715e-05,1613824502880,37 +"mom_1",0.9369757445563502,1613824502880,37 +"eps_1",1e-05,1613824502880,37 +"wd_2",0.01,1613824502880,37 +"sqr_mom_2",0.99,1613824502880,37 +"lr_2",0.00016503285225903715,1613824502880,37 +"mom_2",0.9369757445563502,1613824502880,37 +"eps_2",1e-05,1613824502880,37 +"train_loss",0.46091187,1613824503775,38 +"raw_loss",0.41164762,1613824503775,38 +"wd_0",0.01,1613824503775,38 +"sqr_mom_0",0.99,1613824503775,38 +"lr_0",1.715516909610041e-05,1613824503775,38 +"mom_0",0.9362966988582287,1613824503775,38 +"eps_0",1e-05,1613824503775,38 +"wd_1",0.01,1613824503775,38 +"sqr_mom_1",0.99,1613824503775,38 +"lr_1",1.715516909610041e-05,1613824503775,38 +"mom_1",0.9362966988582287,1613824503775,38 +"eps_1",1e-05,1613824503775,38 +"wd_2",0.01,1613824503775,38 +"sqr_mom_2",0.99,1613824503775,38 +"lr_2",0.0001715516909610041,1613824503775,38 +"mom_2",0.9362966988582287,1613824503775,38 +"eps_2",1e-05,1613824503775,38 +"train_loss",0.45821482,1613824504675,39 +"raw_loss",0.38616267,1613824504675,39 +"wd_0",0.01,1613824504675,39 +"sqr_mom_0",0.99,1613824504675,39 +"lr_0",1.78209335301187e-05,1613824504675,39 +"mom_0",0.9356031942394597,1613824504675,39 +"eps_0",1e-05,1613824504675,39 +"wd_1",0.01,1613824504675,39 +"sqr_mom_1",0.99,1613824504675,39 +"lr_1",1.78209335301187e-05,1613824504675,39 +"mom_1",0.9356031942394597,1613824504675,39 +"eps_1",1e-05,1613824504675,39 +"wd_2",0.01,1613824504675,39 +"sqr_mom_2",0.99,1613824504675,39 +"lr_2",0.00017820933530118696,1613824504675,39 +"mom_2",0.9356031942394597,1613824504675,39 +"eps_2",1e-05,1613824504675,39 +"train_loss",0.4543712,1613824505575,40 +"raw_loss",0.34997553,1613824505575,40 +"wd_0",0.01,1613824505575,40 +"sqr_mom_0",0.99,1613824505575,40 +"lr_0",1.8500311834625453e-05,1613824505575,40 +"mom_0",0.9348955085055984,1613824505575,40 +"eps_0",1e-05,1613824505575,40 +"wd_1",0.01,1613824505575,40 +"sqr_mom_1",0.99,1613824505575,40 +"lr_1",1.8500311834625453e-05,1613824505575,40 +"mom_1",0.9348955085055984,1613824505575,40 +"eps_1",1e-05,1613824505575,40 +"wd_2",0.01,1613824505575,40 +"sqr_mom_2",0.99,1613824505575,40 +"lr_2",0.00018500311834625453,1613824505575,40 +"mom_2",0.9348955085055984,1613824505575,40 +"eps_2",1e-05,1613824505575,40 +"train_loss",0.4520903,1613824506467,41 +"raw_loss",0.38914314,1613824506467,41 +"wd_0",0.01,1613824506467,41 +"sqr_mom_0",0.99,1613824506467,41 +"lr_0",1.9193033406318514e-05,1613824506467,41 +"mom_0",0.9341739235350849,1613824506467,41 +"eps_0",1e-05,1613824506467,41 +"wd_1",0.01,1613824506467,41 +"sqr_mom_1",0.99,1613824506467,41 +"lr_1",1.9193033406318514e-05,1613824506467,41 +"mom_1",0.9341739235350849,1613824506467,41 +"eps_1",1e-05,1613824506467,41 +"wd_2",0.01,1613824506467,41 +"sqr_mom_2",0.99,1613824506467,41 +"lr_2",0.00019193033406318514,1613824506467,41 +"mom_2",0.9341739235350849,1613824506467,41 +"eps_2",1e-05,1613824506467,41 +"train_loss",0.45268396,1613824507357,42 +"raw_loss",0.46932182,1613824507357,42 +"wd_0",0.01,1613824507357,42 +"sqr_mom_0",0.99,1613824507357,42 +"lr_0",1.9898822327136494e-05,1613824507357,42 +"mom_0",0.9334387267425661,1613824507357,42 +"eps_0",1e-05,1613824507357,42 +"wd_1",0.01,1613824507357,42 +"sqr_mom_1",0.99,1613824507357,42 +"lr_1",1.9898822327136494e-05,1613824507357,42 +"mom_1",0.9334387267425661,1613824507357,42 +"eps_1",1e-05,1613824507357,42 +"wd_2",0.01,1613824507357,42 +"sqr_mom_2",0.99,1613824507357,42 +"lr_2",0.00019898822327136498,1613824507357,42 +"mom_2",0.9334387267425661,1613824507357,42 +"eps_2",1e-05,1613824507357,42 +"train_loss",0.44722885,1613824508256,43 +"raw_loss",0.29205996,1613824508256,43 +"wd_0",0.01,1613824508256,43 +"sqr_mom_0",0.99,1613824508256,43 +"lr_0",2.0617394073649017e-05,1613824508256,43 +"mom_0",0.9326902145066156,1613824508256,43 +"eps_0",1e-05,1613824508256,43 +"wd_1",0.01,1613824508256,43 +"sqr_mom_1",0.99,1613824508256,43 +"lr_1",2.0617394073649017e-05,1613824508256,43 +"mom_1",0.9326902145066156,1613824508256,43 +"eps_1",1e-05,1613824508256,43 +"wd_2",0.01,1613824508256,43 +"sqr_mom_2",0.99,1613824508256,43 +"lr_2",0.00020617394073649018,1613824508256,43 +"mom_2",0.9326902145066156,1613824508256,43 +"eps_2",1e-05,1613824508256,43 +"train_loss",0.44112924,1613824509148,44 +"raw_loss",0.26511842,1613824509148,44 +"wd_0",0.01,1613824509148,44 +"sqr_mom_0",0.99,1613824509148,44 +"lr_0",2.1348469173112758e-05,1613824509148,44 +"mom_0",0.9319286779446742,1613824509148,44 +"eps_0",1e-05,1613824509148,44 +"wd_1",0.01,1613824509148,44 +"sqr_mom_1",0.99,1613824509148,44 +"lr_1",2.1348469173112758e-05,1613824509148,44 +"mom_1",0.9319286779446742,1613824509148,44 +"eps_1",1e-05,1613824509148,44 +"wd_2",0.01,1613824509148,44 +"sqr_mom_2",0.99,1613824509148,44 +"lr_2",0.00021348469173112757,1613824509148,44 +"mom_2",0.9319286779446742,1613824509148,44 +"eps_2",1e-05,1613824509148,44 +"train_loss",0.43208718,1613824510038,45 +"raw_loss",0.16752534,1613824510038,45 +"wd_0",0.01,1613824510038,45 +"sqr_mom_0",0.99,1613824510038,45 +"lr_0",2.209175308966976e-05,1613824510038,45 +"mom_0",0.9311544238649273,1613824510038,45 +"eps_0",1e-05,1613824510038,45 +"wd_1",0.01,1613824510038,45 +"sqr_mom_1",0.99,1613824510038,45 +"lr_1",2.209175308966976e-05,1613824510038,45 +"mom_1",0.9311544238649273,1613824510038,45 +"eps_1",1e-05,1613824510038,45 +"wd_2",0.01,1613824510038,45 +"sqr_mom_2",0.99,1613824510038,45 +"lr_2",0.00022091753089669762,1613824510038,45 +"mom_2",0.9311544238649273,1613824510038,45 +"eps_2",1e-05,1613824510038,45 +"train_loss",0.4320134,1613824510932,46 +"raw_loss",0.4298264,1613824510932,46 +"wd_0",0.01,1613824510932,46 +"sqr_mom_0",0.99,1613824510932,46 +"lr_0",2.2846949765761397e-05,1613824510932,46 +"mom_0",0.9303677606606652,1613824510932,46 +"eps_0",1e-05,1613824510932,46 +"wd_1",0.01,1613824510932,46 +"sqr_mom_1",0.99,1613824510932,46 +"lr_1",2.2846949765761397e-05,1613824510932,46 +"mom_1",0.9303677606606652,1613824510932,46 +"eps_1",1e-05,1613824510932,46 +"wd_2",0.01,1613824510932,46 +"sqr_mom_2",0.99,1613824510932,46 +"lr_2",0.00022846949765761398,1613824510932,46 +"mom_2",0.9303677606606652,1613824510932,46 +"eps_2",1e-05,1613824510932,46 +"train_loss",0.42269504,1613824511824,47 +"raw_loss",0.1427643,1613824511824,47 +"wd_0",0.01,1613824511824,47 +"sqr_mom_0",0.99,1613824511824,47 +"lr_0",2.36137583988555e-05,1613824511824,47 +"mom_0",0.9295690016678588,1613824511824,47 +"eps_0",1e-05,1613824511824,47 +"wd_1",0.01,1613824511824,47 +"sqr_mom_1",0.99,1613824511824,47 +"lr_1",2.36137583988555e-05,1613824511824,47 +"mom_1",0.9295690016678588,1613824511824,47 +"eps_1",1e-05,1613824511824,47 +"wd_2",0.01,1613824511824,47 +"sqr_mom_2",0.99,1613824511824,47 +"lr_2",0.00023613758398855503,1613824511824,47 +"mom_2",0.9295690016678588,1613824511824,47 +"eps_2",1e-05,1613824511824,47 +"train_loss",0.4243873,1613824512713,48 +"raw_loss",0.4758676,1613824512713,48 +"wd_0",0.01,1613824512713,48 +"sqr_mom_0",0.99,1613824512713,48 +"lr_0",2.43918698849436e-05,1613824512713,48 +"mom_0",0.9287584688698504,1613824512713,48 +"eps_0",1e-05,1613824512713,48 +"wd_1",0.01,1613824512713,48 +"sqr_mom_1",0.99,1613824512713,48 +"lr_1",2.43918698849436e-05,1613824512713,48 +"mom_1",0.9287584688698504,1613824512713,48 +"eps_1",1e-05,1613824512713,48 +"wd_2",0.01,1613824512713,48 +"sqr_mom_2",0.99,1613824512713,48 +"lr_2",0.00024391869884943598,1613824512713,48 +"mom_2",0.9287584688698504,1613824512713,48 +"eps_2",1e-05,1613824512713,48 +"train_loss",0.41537312,1613824513610,49 +"raw_loss",0.13781296,1613824513610,49 +"wd_0",0.01,1613824513610,49 +"sqr_mom_0",0.99,1613824513610,49 +"lr_0",2.5180981594604647e-05,1613824513610,49 +"mom_0",0.9279364775056201,1613824513610,49 +"eps_0",1e-05,1613824513610,49 +"wd_1",0.01,1613824513610,49 +"sqr_mom_1",0.99,1613824513610,49 +"lr_1",2.5180981594604647e-05,1613824513610,49 +"mom_1",0.9279364775056201,1613824513610,49 +"eps_1",1e-05,1613824513610,49 +"wd_2",0.01,1613824513610,49 +"sqr_mom_2",0.99,1613824513610,49 +"lr_2",0.0002518098159460465,1613824513610,49 +"mom_2",0.9279364775056201,1613824513610,49 +"eps_2",1e-05,1613824513610,49 +"train_loss",0.4206407,1613824514525,50 +"raw_loss",0.584757,1613824514525,50 +"wd_0",0.01,1613824514525,50 +"sqr_mom_0",0.99,1613824514525,50 +"lr_0",2.5980775592604943e-05,1613824514525,50 +"mom_0",0.9271033587577031,1613824514525,50 +"eps_0",1e-05,1613824514525,50 +"wd_1",0.01,1613824514525,50 +"sqr_mom_1",0.99,1613824514525,50 +"lr_1",2.5980775592604943e-05,1613824514525,50 +"mom_1",0.9271033587577031,1613824514525,50 +"eps_1",1e-05,1613824514525,50 +"wd_2",0.01,1613824514525,50 +"sqr_mom_2",0.99,1613824514525,50 +"lr_2",0.00025980775592604943,1613824514525,50 +"mom_2",0.9271033587577031,1613824514525,50 +"eps_2",1e-05,1613824514525,50 +"train_loss",0.41490653,1613824515417,51 +"raw_loss",0.23420726,1613824515417,51 +"wd_0",0.01,1613824515417,51 +"sqr_mom_0",0.99,1613824515417,51 +"lr_0",2.679092948844323e-05,1613824515417,51 +"mom_0",0.9262594484495382,1613824515417,51 +"eps_0",1e-05,1613824515417,51 +"wd_1",0.01,1613824515417,51 +"sqr_mom_1",0.99,1613824515417,51 +"lr_1",2.679092948844323e-05,1613824515417,51 +"mom_1",0.9262594484495382,1613824515417,51 +"eps_1",1e-05,1613824515417,51 +"wd_2",0.01,1613824515417,51 +"sqr_mom_2",0.99,1613824515417,51 +"lr_2",0.0002679092948844323,1613824515417,51 +"mom_2",0.9262594484495382,1613824515417,51 +"eps_2",1e-05,1613824515417,51 +"train_loss",0.4094259,1613824516306,52 +"raw_loss",0.2348013,1613824516306,52 +"wd_0",0.01,1613824516306,52 +"sqr_mom_0",0.99,1613824516306,52 +"lr_0",2.7611132061247287e-05,1613824516306,52 +"mom_0",0.925405070769534,1613824516306,52 +"eps_0",1e-05,1613824516306,52 +"wd_1",0.01,1613824516306,52 +"sqr_mom_1",0.99,1613824516306,52 +"lr_1",2.7611132061247287e-05,1613824516306,52 +"mom_1",0.925405070769534,1613824516306,52 +"eps_1",1e-05,1613824516306,52 +"wd_2",0.01,1613824516306,52 +"sqr_mom_2",0.99,1613824516306,52 +"lr_2",0.0002761113206124729,1613824516306,52 +"mom_2",0.925405070769534,1613824516306,52 +"eps_2",1e-05,1613824516306,52 +"train_loss",0.4028355,1613824517192,53 +"raw_loss",0.1905894,1613824517192,53 +"wd_0",0.01,1613824517192,53 +"sqr_mom_0",0.99,1613824517192,53 +"lr_0",2.8441045144293137e-05,1613824517192,53 +"mom_0",0.9245405779746946,1613824517192,53 +"eps_0",1e-05,1613824517192,53 +"wd_1",0.01,1613824517192,53 +"sqr_mom_1",0.99,1613824517192,53 +"lr_1",2.8441045144293137e-05,1613824517192,53 +"mom_1",0.9245405779746946,1613824517192,53 +"eps_1",1e-05,1613824517192,53 +"wd_2",0.01,1613824517192,53 +"sqr_mom_2",0.99,1613824517192,53 +"lr_2",0.00028441045144293135,1613824517192,53 +"mom_2",0.9245405779746946,1613824517192,53 +"eps_2",1e-05,1613824517192,53 +"train_loss",0.39723474,1613824518078,54 +"raw_loss",0.21498078,1613824518078,54 +"wd_0",0.01,1613824518078,54 +"sqr_mom_0",0.99,1613824518078,54 +"lr_0",2.928033804036227e-05,1613824518078,54 +"mom_0",0.9236663145412892,1613824518078,54 +"eps_0",1e-05,1613824518078,54 +"wd_1",0.01,1613824518078,54 +"sqr_mom_1",0.99,1613824518078,54 +"lr_1",2.928033804036227e-05,1613824518078,54 +"mom_1",0.9236663145412892,1613824518078,54 +"eps_1",1e-05,1613824518078,54 +"wd_2",0.01,1613824518078,54 +"sqr_mom_2",0.99,1613824518078,54 +"lr_2",0.0002928033804036227,1613824518078,54 +"mom_2",0.9236663145412892,1613824518078,54 +"eps_2",1e-05,1613824518078,54 +"train_loss",0.3887934,1613824518965,55 +"raw_loss",0.11132673,1613824518965,55 +"wd_0",0.01,1613824518965,55 +"sqr_mom_0",0.99,1613824518965,55 +"lr_0",3.0128684324864082e-05,1613824518965,55 +"mom_0",0.9227826204949332,1613824518965,55 +"eps_0",1e-05,1613824518965,55 +"wd_1",0.01,1613824518965,55 +"sqr_mom_1",0.99,1613824518965,55 +"lr_1",3.0128684324864082e-05,1613824518965,55 +"mom_1",0.9227826204949332,1613824518965,55 +"eps_1",1e-05,1613824518965,55 +"wd_2",0.01,1613824518965,55 +"sqr_mom_2",0.99,1613824518965,55 +"lr_2",0.00030128684324864084,1613824518965,55 +"mom_2",0.9227826204949332,1613824518965,55 +"eps_2",1e-05,1613824518965,55 +"train_loss",0.3860712,1613824519848,56 +"raw_loss",0.2957123,1613824519848,56 +"wd_0",0.01,1613824519848,56 +"sqr_mom_0",0.99,1613824519848,56 +"lr_0",3.098574217728647e-05,1613824519848,56 +"mom_0",0.9218898518986599,1613824519848,56 +"eps_0",1e-05,1613824519848,56 +"wd_1",0.01,1613824519848,56 +"sqr_mom_1",0.99,1613824519848,56 +"lr_1",3.098574217728647e-05,1613824519848,56 +"mom_1",0.9218898518986599,1613824519848,56 +"eps_1",1e-05,1613824519848,56 +"wd_2",0.01,1613824519848,56 +"sqr_mom_2",0.99,1613824519848,56 +"lr_2",0.0003098574217728647,1613824519848,56 +"mom_2",0.9218898518986599,1613824519848,56 +"eps_2",1e-05,1613824519848,56 +"train_loss",0.38058895,1613824520746,57 +"raw_loss",0.19688533,1613824520746,57 +"wd_0",0.01,1613824520746,57 +"sqr_mom_0",0.99,1613824520746,57 +"lr_0",3.1851166143778996e-05,1613824520746,57 +"mom_0",0.9209883686002301,1613824520746,57 +"eps_0",1e-05,1613824520746,57 +"wd_1",0.01,1613824520746,57 +"sqr_mom_1",0.99,1613824520746,57 +"lr_1",3.1851166143778996e-05,1613824520746,57 +"mom_1",0.9209883686002301,1613824520746,57 +"eps_1",1e-05,1613824520746,57 +"wd_2",0.01,1613824520746,57 +"sqr_mom_2",0.99,1613824520746,57 +"lr_2",0.00031851166143778996,1613824520746,57 +"mom_2",0.9209883686002301,1613824520746,57 +"eps_2",1e-05,1613824520746,57 +"train_loss",0.37867275,1613824521631,58 +"raw_loss",0.31386825,1613824521631,58 +"wd_0",0.01,1613824521631,58 +"sqr_mom_0",0.99,1613824521631,58 +"lr_0",3.2724619636643604e-05,1613824521631,58 +"mom_0",0.9200785212118295,1613824521631,58 +"eps_0",1e-05,1613824521631,58 +"wd_1",0.01,1613824521631,58 +"sqr_mom_1",0.99,1613824521631,58 +"lr_1",3.2724619636643604e-05,1613824521631,58 +"mom_1",0.9200785212118295,1613824521631,58 +"eps_1",1e-05,1613824521631,58 +"wd_2",0.01,1613824521631,58 +"sqr_mom_2",0.99,1613824521631,58 +"lr_2",0.00032724619636643603,1613824521631,58 +"mom_2",0.9200785212118295,1613824521631,58 +"eps_2",1e-05,1613824521631,58 +"train_loss",0.3732337,1613824522517,59 +"raw_loss",0.18764147,1613824522517,59 +"wd_0",0.01,1613824522517,59 +"sqr_mom_0",0.99,1613824522517,59 +"lr_0",3.360575486094434e-05,1613824522517,59 +"mom_0",0.9191606720198496,1613824522517,59 +"eps_0",1e-05,1613824522517,59 +"wd_1",0.01,1613824522517,59 +"sqr_mom_1",0.99,1613824522517,59 +"lr_1",3.360575486094434e-05,1613824522517,59 +"mom_1",0.9191606720198496,1613824522517,59 +"eps_1",1e-05,1613824522517,59 +"wd_2",0.01,1613824522517,59 +"sqr_mom_2",0.99,1613824522517,59 +"lr_2",0.0003360575486094434,1613824522517,59 +"mom_2",0.9191606720198496,1613824522517,59 +"eps_2",1e-05,1613824522517,59 +"train_loss",0.37231612,1613824523401,60 +"raw_loss",0.34073305,1613824523401,60 +"wd_0",0.01,1613824523401,60 +"sqr_mom_0",0.99,1613824523401,60 +"lr_0",3.449420840018014e-05,1613824523401,60 +"mom_0",0.9182351995831457,1613824523401,60 +"eps_0",1e-05,1613824523401,60 +"wd_1",0.01,1613824523401,60 +"sqr_mom_1",0.99,1613824523401,60 +"lr_1",3.449420840018014e-05,1613824523401,60 +"mom_1",0.9182351995831457,1613824523401,60 +"eps_1",1e-05,1613824523401,60 +"wd_2",0.01,1613824523401,60 +"sqr_mom_2",0.99,1613824523401,60 +"lr_2",0.0003449420840018014,1613824523401,60 +"mom_2",0.9182351995831457,1613824523401,60 +"eps_2",1e-05,1613824523401,60 +"train_loss",0.3787155,1613824524295,61 +"raw_loss",0.6008466,1613824524295,61 +"wd_0",0.01,1613824524295,61 +"sqr_mom_0",0.99,1613824524295,61 +"lr_0",3.538963882561395e-05,1613824524295,61 +"mom_0",0.9173024595566521,1613824524295,61 +"eps_0",1e-05,1613824524295,61 +"wd_1",0.01,1613824524295,61 +"sqr_mom_1",0.99,1613824524295,61 +"lr_1",3.538963882561395e-05,1613824524295,61 +"mom_1",0.9173024595566521,1613824524295,61 +"eps_1",1e-05,1613824524295,61 +"wd_2",0.01,1613824524295,61 +"sqr_mom_2",0.99,1613824524295,61 +"lr_2",0.00035389638825613945,1613824524295,61 +"mom_2",0.9173024595566521,1613824524295,61 +"eps_2",1e-05,1613824524295,61 +"train_loss",0.3919917,1613824525183,62 +"raw_loss",0.8566243,1613824525183,62 +"wd_0",0.01,1613824525183,62 +"sqr_mom_0",0.99,1613824525183,62 +"lr_0",3.62916853271771e-05,1613824525183,62 +"mom_0",0.9163628277841905,1613824525183,62 +"eps_0",1e-05,1613824525183,62 +"wd_1",0.01,1613824525183,62 +"sqr_mom_1",0.99,1613824525183,62 +"lr_1",3.62916853271771e-05,1613824525183,62 +"mom_1",0.9163628277841905,1613824525183,62 +"eps_1",1e-05,1613824525183,62 +"wd_2",0.01,1613824525183,62 +"sqr_mom_2",0.99,1613824525183,62 +"lr_2",0.00036291685327177097,1613824525183,62 +"mom_2",0.9163628277841905,1613824525183,62 +"eps_2",1e-05,1613824525183,62 +"train_loss",0.38902593,1613824526067,63 +"raw_loss",0.2844009,1613824526067,63 +"wd_0",0.01,1613824526067,63 +"sqr_mom_0",0.99,1613824526067,63 +"lr_0",3.7199984335430555e-05,1613824526067,63 +"mom_0",0.9154166829839265,1613824526067,63 +"eps_0",1e-05,1613824526067,63 +"wd_1",0.01,1613824526067,63 +"sqr_mom_1",0.99,1613824526067,63 +"lr_1",3.7199984335430555e-05,1613824526067,63 +"mom_1",0.9154166829839265,1613824526067,63 +"eps_1",1e-05,1613824526067,63 +"wd_2",0.01,1613824526067,63 +"sqr_mom_2",0.99,1613824526067,63 +"lr_2",0.0003719998433543055,1613824526067,63 +"mom_2",0.9154166829839265,1613824526067,63 +"eps_2",1e-05,1613824526067,63 +"train_loss",0.38879195,1613824526960,64 +"raw_loss",0.38047263,1613824526960,64 +"wd_0",0.01,1613824526960,64 +"sqr_mom_0",0.99,1613824526960,64 +"lr_0",3.811418258736771e-05,1613824526960,64 +"mom_0",0.9144643931381586,1613824526960,64 +"eps_0",1e-05,1613824526960,64 +"wd_1",0.01,1613824526960,64 +"sqr_mom_1",0.99,1613824526960,64 +"lr_1",3.811418258736771e-05,1613824526960,64 +"mom_1",0.9144643931381586,1613824526960,64 +"eps_1",1e-05,1613824526960,64 +"wd_2",0.01,1613824526960,64 +"sqr_mom_2",0.99,1613824526960,64 +"lr_2",0.0003811418258736771,1613824526960,64 +"mom_2",0.9144643931381586,1613824526960,64 +"eps_2",1e-05,1613824526960,64 +"train_loss",0.388348,1613824527854,65 +"raw_loss",0.37244582,1613824527854,65 +"wd_0",0.01,1613824527854,65 +"sqr_mom_0",0.99,1613824527854,65 +"lr_0",3.903391602890417e-05,1613824527854,65 +"mom_0",0.9135063374698915,1613824527854,65 +"eps_0",1e-05,1613824527854,65 +"wd_1",0.01,1613824527854,65 +"sqr_mom_1",0.99,1613824527854,65 +"lr_1",3.903391602890417e-05,1613824527854,65 +"mom_1",0.9135063374698915,1613824527854,65 +"eps_1",1e-05,1613824527854,65 +"wd_2",0.01,1613824527854,65 +"sqr_mom_2",0.99,1613824527854,65 +"lr_2",0.00039033916028904166,1613824527854,65 +"mom_2",0.9135063374698915,1613824527854,65 +"eps_2",1e-05,1613824527854,65 +"train_loss",0.38791862,1613824528739,66 +"raw_loss",0.3724242,1613824528739,66 +"wd_0",0.01,1613824528739,66 +"sqr_mom_0",0.99,1613824528739,66 +"lr_0",3.99588053415138e-05,1613824528739,66 +"mom_0",0.9125429111025898,1613824528739,66 +"eps_0",1e-05,1613824528739,66 +"wd_1",0.01,1613824528739,66 +"sqr_mom_1",0.99,1613824528739,66 +"lr_1",3.99588053415138e-05,1613824528739,66 +"mom_1",0.9125429111025898,1613824528739,66 +"eps_1",1e-05,1613824528739,66 +"wd_2",0.01,1613824528739,66 +"sqr_mom_2",0.99,1613824528739,66 +"lr_2",0.00039958805341513796,1613824528739,66 +"mom_2",0.9125429111025898,1613824528739,66 +"eps_2",1e-05,1613824528739,66 +"train_loss",0.3887966,1613824529627,67 +"raw_loss",0.4207051,1613824529627,67 +"wd_0",0.01,1613824529627,67 +"sqr_mom_0",0.99,1613824529627,67 +"lr_0",4.08884951116815e-05,1613824529627,67 +"mom_0",0.911574484258665,1613824529627,67 +"eps_0",1e-05,1613824529627,67 +"wd_1",0.01,1613824529627,67 +"sqr_mom_1",0.99,1613824529627,67 +"lr_1",4.08884951116815e-05,1613824529627,67 +"mom_1",0.911574484258665,1613824529627,67 +"eps_1",1e-05,1613824529627,67 +"wd_2",0.01,1613824529627,67 +"sqr_mom_2",0.99,1613824529627,67 +"lr_2",0.00040888495111681496,1613824529627,67 +"mom_2",0.911574484258665,1613824529627,67 +"eps_2",1e-05,1613824529627,67 +"train_loss",0.38477227,1613824530511,68 +"raw_loss",0.2374988,1613824530511,68 +"wd_0",0.01,1613824530511,68 +"sqr_mom_0",0.99,1613824530511,68 +"lr_0",4.182261070748181e-05,1613824530511,68 +"mom_0",0.9106014471797064,1613824530511,68 +"eps_0",1e-05,1613824530511,68 +"wd_1",0.01,1613824530511,68 +"sqr_mom_1",0.99,1613824530511,68 +"lr_1",4.182261070748181e-05,1613824530511,68 +"mom_1",0.9106014471797064,1613824530511,68 +"eps_1",1e-05,1613824530511,68 +"wd_2",0.01,1613824530511,68 +"sqr_mom_2",0.99,1613824530511,68 +"lr_2",0.0004182261070748181,1613824530511,68 +"mom_2",0.9106014471797064,1613824530511,68 +"eps_2",1e-05,1613824530511,68 +"train_loss",0.38299215,1613824531401,69 +"raw_loss",0.3174046,1613824531401,69 +"wd_0",0.01,1613824531401,69 +"sqr_mom_0",0.99,1613824531401,69 +"lr_0",4.276077565110786e-05,1613824531401,69 +"mom_0",0.9096241920300959,1613824531401,69 +"eps_0",1e-05,1613824531401,69 +"wd_1",0.01,1613824531401,69 +"sqr_mom_1",0.99,1613824531401,69 +"lr_1",4.276077565110786e-05,1613824531401,69 +"mom_1",0.9096241920300959,1613824531401,69 +"eps_1",1e-05,1613824531401,69 +"wd_2",0.01,1613824531401,69 +"sqr_mom_2",0.99,1613824531401,69 +"lr_2",0.0004276077565110786,1613824531401,69 +"mom_2",0.9096241920300959,1613824531401,69 +"eps_2",1e-05,1613824531401,69 +"train_loss",0.38314232,1613824532289,70 +"raw_loss",0.38871196,1613824532289,70 +"wd_0",0.01,1613824532289,70 +"sqr_mom_0",0.99,1613824532289,70 +"lr_0",4.3702625063851606e-05,1613824532289,70 +"mom_0",0.9086430988918213,1613824532289,70 +"eps_0",1e-05,1613824532289,70 +"wd_1",0.01,1613824532289,70 +"sqr_mom_1",0.99,1613824532289,70 +"lr_1",4.3702625063851606e-05,1613824532289,70 +"mom_1",0.9086430988918213,1613824532289,70 +"eps_1",1e-05,1613824532289,70 +"wd_2",0.01,1613824532289,70 +"sqr_mom_2",0.99,1613824532289,70 +"lr_2",0.000437026250638516,1613824532289,70 +"mom_2",0.9086430988918213,1613824532289,70 +"eps_2",1e-05,1613824532289,70 +"train_loss",0.38190904,1613824533183,71 +"raw_loss",0.3358772,1613824533183,71 +"wd_0",0.01,1613824533183,71 +"sqr_mom_0",0.99,1613824533183,71 +"lr_0",4.464778384664229e-05,1613824533183,71 +"mom_0",0.907658558493081,1613824533183,71 +"eps_0",1e-05,1613824533183,71 +"wd_1",0.01,1613824533183,71 +"sqr_mom_1",0.99,1613824533183,71 +"lr_1",4.464778384664229e-05,1613824533183,71 +"mom_1",0.907658558493081,1613824533183,71 +"eps_1",1e-05,1613824533183,71 +"wd_2",0.01,1613824533183,71 +"sqr_mom_2",0.99,1613824533183,71 +"lr_2",0.0004464778384664229,1613824533183,71 +"mom_2",0.907658558493081,1613824533183,71 +"eps_2",1e-05,1613824533183,71 +"train_loss",0.37816784,1613824534075,72 +"raw_loss",0.23765261,1613824534075,72 +"wd_0",0.01,1613824534075,72 +"sqr_mom_0",0.99,1613824534075,72 +"lr_0",4.559586221171578e-05,1613824534075,72 +"mom_0",0.9066709768627961,1613824534075,72 +"eps_0",1e-05,1613824534075,72 +"wd_1",0.01,1613824534075,72 +"sqr_mom_1",0.99,1613824534075,72 +"lr_1",4.559586221171578e-05,1613824534075,72 +"mom_1",0.9066709768627961,1613824534075,72 +"eps_1",1e-05,1613824534075,72 +"wd_2",0.01,1613824534075,72 +"sqr_mom_2",0.99,1613824534075,72 +"lr_2",0.0004559586221171578,1613824534075,72 +"mom_2",0.9066709768627961,1613824534075,72 +"eps_2",1e-05,1613824534075,72 +"train_loss",0.37528777,1613824534969,73 +"raw_loss",0.2664566,1613824534969,73 +"wd_0",0.01,1613824534969,73 +"sqr_mom_0",0.99,1613824534969,73 +"lr_0",4.654649585118655e-05,1613824534969,73 +"mom_0",0.9056807334883473,1613824534969,73 +"eps_0",1e-05,1613824534969,73 +"wd_1",0.01,1613824534969,73 +"sqr_mom_1",0.99,1613824534969,73 +"lr_1",4.654649585118655e-05,1613824534969,73 +"mom_1",0.9056807334883473,1613824534969,73 +"eps_1",1e-05,1613824534969,73 +"wd_2",0.01,1613824534969,73 +"sqr_mom_2",0.99,1613824534969,73 +"lr_2",0.0004654649585118655,1613824534969,73 +"mom_2",0.9056807334883473,1613824534969,73 +"eps_2",1e-05,1613824534969,73 +"train_loss",0.37707892,1613824535859,74 +"raw_loss",0.44516402,1613824535859,74 +"wd_0",0.01,1613824535859,74 +"sqr_mom_0",0.99,1613824535859,74 +"lr_0",4.7499301676935596e-05,1613824535859,74 +"mom_0",0.9046882274198588,1613824535859,74 +"eps_0",1e-05,1613824535859,74 +"wd_1",0.01,1613824535859,74 +"sqr_mom_1",0.99,1613824535859,74 +"lr_1",4.7499301676935596e-05,1613824535859,74 +"mom_1",0.9046882274198588,1613824535859,74 +"eps_1",1e-05,1613824535859,74 +"wd_2",0.01,1613824535859,74 +"sqr_mom_2",0.99,1613824535859,74 +"lr_2",0.0004749930167693559,1613824535859,74 +"mom_2",0.9046882274198588,1613824535859,74 +"eps_2",1e-05,1613824535859,74 +"train_loss",0.3756947,1613824536749,75 +"raw_loss",0.32277402,1613824536749,75 +"wd_0",0.01,1613824536749,75 +"sqr_mom_0",0.99,1613824536749,75 +"lr_0",4.8453895694889025e-05,1613824536749,75 +"mom_0",0.9036938586511573,1613824536749,75 +"eps_0",1e-05,1613824536749,75 +"wd_1",0.01,1613824536749,75 +"sqr_mom_1",0.99,1613824536749,75 +"lr_1",4.8453895694889025e-05,1613824536749,75 +"mom_1",0.9036938586511573,1613824536749,75 +"eps_1",1e-05,1613824536749,75 +"wd_2",0.01,1613824536749,75 +"sqr_mom_2",0.99,1613824536749,75 +"lr_2",0.00048453895694889026,1613824536749,75 +"mom_2",0.9036938586511573,1613824536749,75 +"eps_2",1e-05,1613824536749,75 +"train_loss",0.37284574,1613824537639,76 +"raw_loss",0.26331055,1613824537639,76 +"wd_0",0.01,1613824537639,76 +"sqr_mom_0",0.99,1613824537639,76 +"lr_0",4.9409906636610176e-05,1613824537639,76 +"mom_0",0.9026980139201977,1613824537639,76 +"eps_0",1e-05,1613824537639,76 +"wd_1",0.01,1613824537639,76 +"sqr_mom_1",0.99,1613824537639,76 +"lr_1",4.9409906636610176e-05,1613824537639,76 +"mom_1",0.9026980139201977,1613824537639,76 +"eps_1",1e-05,1613824537639,76 +"wd_2",0.01,1613824537639,76 +"sqr_mom_2",0.99,1613824537639,76 +"lr_2",0.0004940990663661018,1613824537639,76 +"mom_2",0.9026980139201977,1613824537639,76 +"eps_2",1e-05,1613824537639,76 +"train_loss",0.37135386,1613824538535,77 +"raw_loss",0.31368253,1613824538535,77 +"wd_0",0.01,1613824538535,77 +"sqr_mom_0",0.99,1613824538535,77 +"lr_0",5.036695373039585e-05,1613824538535,77 +"mom_0",0.901701089864171,1613824538535,77 +"eps_0",1e-05,1613824538535,77 +"wd_1",0.01,1613824538535,77 +"sqr_mom_1",0.99,1613824538535,77 +"lr_1",5.036695373039585e-05,1613824538535,77 +"mom_1",0.901701089864171,1613824538535,77 +"eps_1",1e-05,1613824538535,77 +"wd_2",0.01,1613824538535,77 +"sqr_mom_2",0.99,1613824538535,77 +"lr_2",0.0005036695373039585,1613824538535,77 +"mom_2",0.901701089864171,1613824538535,77 +"eps_2",1e-05,1613824538535,77 +"train_loss",0.36966178,1613824539427,78 +"raw_loss",0.30390024,1613824539427,78 +"wd_0",0.01,1613824539427,78 +"sqr_mom_0",0.99,1613824539427,78 +"lr_0",5.1324642301976503e-05,1613824539427,78 +"mom_0",0.9007034976021078,1613824539427,78 +"eps_0",1e-05,1613824539427,78 +"wd_1",0.01,1613824539427,78 +"sqr_mom_1",0.99,1613824539427,78 +"lr_1",5.1324642301976503e-05,1613824539427,78 +"mom_1",0.9007034976021078,1613824539427,78 +"eps_1",1e-05,1613824539427,78 +"wd_2",0.01,1613824539427,78 +"sqr_mom_2",0.99,1613824539427,78 +"lr_2",0.000513246423019765,1613824539427,78 +"mom_2",0.9007034976021078,1613824539427,78 +"eps_2",1e-05,1613824539427,78 +"train_loss",0.37475938,1613824540318,79 +"raw_loss",0.5739095,1613824540318,79 +"wd_0",0.01,1613824540318,79 +"sqr_mom_0",0.99,1613824540318,79 +"lr_0",5.228260436689341e-05,1613824540318,79 +"mom_0",0.8997056204511527,1613824540318,79 +"eps_0",1e-05,1613824540318,79 +"wd_1",0.01,1613824540318,79 +"sqr_mom_1",0.99,1613824540318,79 +"lr_1",5.228260436689341e-05,1613824540318,79 +"mom_1",0.8997056204511527,1613824540318,79 +"eps_1",1e-05,1613824540318,79 +"wd_2",0.01,1613824540318,79 +"sqr_mom_2",0.99,1613824540318,79 +"lr_2",0.0005228260436689341,1613824540318,79 +"mom_2",0.8997056204511527,1613824540318,79 +"eps_2",1e-05,1613824540318,79 +"train_loss",0.38093412,1613824541208,80 +"raw_loss",0.62339425,1613824541208,80 +"wd_0",0.01,1613824541208,80 +"sqr_mom_0",0.99,1613824541208,80 +"lr_0",5.324045386761101e-05,1613824541208,80 +"mom_0",0.8987078605545719,1613824541208,80 +"eps_0",1e-05,1613824541208,80 +"wd_1",0.01,1613824541208,80 +"sqr_mom_1",0.99,1613824541208,80 +"lr_1",5.324045386761101e-05,1613824541208,80 +"mom_1",0.8987078605545719,1613824541208,80 +"eps_1",1e-05,1613824541208,80 +"wd_2",0.01,1613824541208,80 +"sqr_mom_2",0.99,1613824541208,80 +"lr_2",0.0005324045386761101,1613824541208,80 +"mom_2",0.8987078605545719,1613824541208,80 +"eps_2",1e-05,1613824541208,80 +"train_loss",0.37496674,1613824542098,81 +"raw_loss",0.1394867,1613824542098,81 +"wd_0",0.01,1613824542098,81 +"sqr_mom_0",0.99,1613824542098,81 +"lr_0",5.419780928291187e-05,1613824542098,81 +"mom_0",0.8977106153303,1613824542098,81 +"eps_0",1e-05,1613824542098,81 +"wd_1",0.01,1613824542098,81 +"sqr_mom_1",0.99,1613824542098,81 +"lr_1",5.419780928291187e-05,1613824542098,81 +"mom_1",0.8977106153303,1613824542098,81 +"eps_1",1e-05,1613824542098,81 +"wd_2",0.01,1613824542098,81 +"sqr_mom_2",0.99,1613824542098,81 +"lr_2",0.0005419780928291187,1613824542098,81 +"mom_2",0.8977106153303,1613824542098,81 +"eps_2",1e-05,1613824542098,81 +"train_loss",0.37054965,1613824542991,82 +"raw_loss",0.19540443,1613824542991,82 +"wd_0",0.01,1613824542991,82 +"sqr_mom_0",0.99,1613824542991,82 +"lr_0",5.5154289288377806e-05,1613824542991,82 +"mom_0",0.8967142819912731,1613824542991,82 +"eps_0",1e-05,1613824542991,82 +"wd_1",0.01,1613824542991,82 +"sqr_mom_1",0.99,1613824542991,82 +"lr_1",5.5154289288377806e-05,1613824542991,82 +"mom_1",0.8967142819912731,1613824542991,82 +"eps_1",1e-05,1613824542991,82 +"wd_2",0.01,1613824542991,82 +"sqr_mom_2",0.99,1613824542991,82 +"lr_2",0.000551542892883778,1613824542991,82 +"mom_2",0.8967142819912731,1613824542991,82 +"eps_2",1e-05,1613824542991,82 +"train_loss",0.36963415,1613824543881,83 +"raw_loss",0.33316156,1613824543881,83 +"wd_0",0.01,1613824543881,83 +"sqr_mom_0",0.99,1613824543881,83 +"lr_0",5.6109512908275315e-05,1613824543881,83 +"mom_0",0.8957192573872131,1613824543881,83 +"eps_0",1e-05,1613824543881,83 +"wd_1",0.01,1613824543881,83 +"sqr_mom_1",0.99,1613824543881,83 +"lr_1",5.6109512908275315e-05,1613824543881,83 +"mom_1",0.8957192573872131,1613824543881,83 +"eps_1",1e-05,1613824543881,83 +"wd_2",0.01,1613824543881,83 +"sqr_mom_2",0.99,1613824543881,83 +"lr_2",0.0005610951290827531,1613824543881,83 +"mom_2",0.8957192573872131,1613824543881,83 +"eps_2",1e-05,1613824543881,83 +"train_loss",0.37132287,1613824544778,84 +"raw_loss",0.438909,1613824544778,84 +"wd_0",0.01,1613824544778,84 +"sqr_mom_0",0.99,1613824544778,84 +"lr_0",5.706309966730206e-05,1613824544778,84 +"mom_0",0.8947259378465603,1613824544778,84 +"eps_0",1e-05,1613824544778,84 +"wd_1",0.01,1613824544778,84 +"sqr_mom_1",0.99,1613824544778,84 +"lr_1",5.706309966730206e-05,1613824544778,84 +"mom_1",0.8947259378465603,1613824544778,84 +"eps_1",1e-05,1613824544778,84 +"wd_2",0.01,1613824544778,84 +"sqr_mom_2",0.99,1613824544778,84 +"lr_2",0.0005706309966730205,1613824544778,84 +"mom_2",0.8947259378465603,1613824544778,84 +"eps_2",1e-05,1613824544778,84 +"train_loss",0.3667374,1613824545672,85 +"raw_loss",0.18239474,1613824545672,85 +"wd_0",0.01,1613824545672,85 +"sqr_mom_0",0.99,1613824545672,85 +"lr_0",5.801466082480834e-05,1613824545672,85 +"mom_0",0.8937347283074912,1613824545672,85 +"eps_0",1e-05,1613824545672,85 +"wd_1",0.01,1613824545672,85 +"sqr_mom_1",0.99,1613824545672,85 +"lr_1",5.801466082480834e-05,1613824545672,85 +"mom_1",0.8937347283074912,1613824545672,85 +"eps_1",1e-05,1613824545672,85 +"wd_2",0.01,1613824545672,85 +"sqr_mom_2",0.99,1613824545672,85 +"lr_2",0.0005801466082480833,1613824545672,85 +"mom_2",0.8937347283074912,1613824545672,85 +"eps_2",1e-05,1613824545672,85 +"train_loss",0.36223793,1613824546563,86 +"raw_loss",0.18056108,1613824546563,86 +"wd_0",0.01,1613824546563,86 +"sqr_mom_0",0.99,1613824546563,86 +"lr_0",5.896383521964003e-05,1613824546563,86 +"mom_0",0.8927460049795416,1613824546563,86 +"eps_0",1e-05,1613824546563,86 +"wd_1",0.01,1613824546563,86 +"sqr_mom_1",0.99,1613824546563,86 +"lr_1",5.896383521964003e-05,1613824546563,86 +"mom_1",0.8927460049795416,1613824546563,86 +"eps_1",1e-05,1613824546563,86 +"wd_2",0.01,1613824546563,86 +"sqr_mom_2",0.99,1613824546563,86 +"lr_2",0.0005896383521964003,1613824546563,86 +"mom_2",0.8927460049795416,1613824546563,86 +"eps_2",1e-05,1613824546563,86 +"train_loss",0.3717018,1613824547458,87 +"raw_loss",0.7554624,1613824547458,87 +"wd_0",0.01,1613824547458,87 +"sqr_mom_0",0.99,1613824547458,87 +"lr_0",5.9910235847936376e-05,1613824547458,87 +"mom_0",0.8917601709917329,1613824547458,87 +"eps_0",1e-05,1613824547458,87 +"wd_1",0.01,1613824547458,87 +"sqr_mom_1",0.99,1613824547458,87 +"lr_1",5.9910235847936376e-05,1613824547458,87 +"mom_1",0.8917601709917329,1613824547458,87 +"eps_1",1e-05,1613824547458,87 +"wd_2",0.01,1613824547458,87 +"sqr_mom_2",0.99,1613824547458,87 +"lr_2",0.0005991023584793637,1613824547458,87 +"mom_2",0.8917601709917329,1613824547458,87 +"eps_2",1e-05,1613824547458,87 +"train_loss",0.3758035,1613824548360,88 +"raw_loss",0.54282,1613824548360,88 +"wd_0",0.01,1613824548360,88 +"sqr_mom_0",0.99,1613824548360,88 +"lr_0",6.085348574868252e-05,1613824548360,88 +"mom_0",0.890777619011789,1613824548360,88 +"eps_0",1e-05,1613824548360,88 +"wd_1",0.01,1613824548360,88 +"sqr_mom_1",0.99,1613824548360,88 +"lr_1",6.085348574868252e-05,1613824548360,88 +"mom_1",0.890777619011789,1613824548360,88 +"eps_1",1e-05,1613824548360,88 +"wd_2",0.01,1613824548360,88 +"sqr_mom_2",0.99,1613824548360,88 +"lr_2",0.0006085348574868251,1613824548360,88 +"mom_2",0.890777619011789,1613824548360,88 +"eps_2",1e-05,1613824548360,88 +"train_loss",0.3827252,1613824549260,89 +"raw_loss",0.6657148,1613824549260,89 +"wd_0",0.01,1613824549260,89 +"sqr_mom_0",0.99,1613824549260,89 +"lr_0",6.179320921583049e-05,1613824549260,89 +"mom_0",0.8897987404001766,1613824549260,89 +"eps_0",1e-05,1613824549260,89 +"wd_1",0.01,1613824549260,89 +"sqr_mom_1",0.99,1613824549260,89 +"lr_1",6.179320921583049e-05,1613824549260,89 +"mom_1",0.8897987404001766,1613824549260,89 +"eps_1",1e-05,1613824549260,89 +"wd_2",0.01,1613824549260,89 +"sqr_mom_2",0.99,1613824549260,89 +"lr_2",0.0006179320921583048,1613824549260,89 +"mom_2",0.8897987404001766,1613824549260,89 +"eps_2",1e-05,1613824549260,89 +"train_loss",0.38861236,1613824550157,90 +"raw_loss",0.6302612,1613824550157,90 +"wd_0",0.01,1613824550157,90 +"sqr_mom_0",0.99,1613824550157,90 +"lr_0",6.272903194794673e-05,1613824550157,90 +"mom_0",0.8888239250542221,1613824550157,90 +"eps_0",1e-05,1613824550157,90 +"wd_1",0.01,1613824550157,90 +"sqr_mom_1",0.99,1613824550157,90 +"lr_1",6.272903194794673e-05,1613824550157,90 +"mom_1",0.8888239250542221,1613824550157,90 +"eps_1",1e-05,1613824550157,90 +"wd_2",0.01,1613824550157,90 +"sqr_mom_2",0.99,1613824550157,90 +"lr_2",0.0006272903194794674,1613824550157,90 +"mom_2",0.8888239250542221,1613824550157,90 +"eps_2",1e-05,1613824550157,90 +"train_loss",0.39347234,1613824551065,91 +"raw_loss",0.59373134,1613824551065,91 +"wd_0",0.01,1613824551065,91 +"sqr_mom_0",0.99,1613824551065,91 +"lr_0",6.366057247837979e-05,1613824551065,91 +"mom_0",0.887853570335021,1613824551065,91 +"eps_0",1e-05,1613824551065,91 +"wd_1",0.01,1613824551065,91 +"sqr_mom_1",0.99,1613824551065,91 +"lr_1",6.366057247837979e-05,1613824551065,91 +"mom_1",0.887853570335021,1613824551065,91 +"eps_1",1e-05,1613824551065,91 +"wd_2",0.01,1613824551065,91 +"sqr_mom_2",0.99,1613824551065,91 +"lr_2",0.0006366057247837978,1613824551065,91 +"mom_2",0.887853570335021,1613824551065,91 +"eps_2",1e-05,1613824551065,91 +"train_loss",0.39653027,1613824551961,92 +"raw_loss",0.52301115,1613824551961,92 +"wd_0",0.01,1613824551961,92 +"sqr_mom_0",0.99,1613824551961,92 +"lr_0",6.45874859183317e-05,1613824551961,92 +"mom_0",0.8868880355017378,1613824551961,92 +"eps_0",1e-05,1613824551961,92 +"wd_1",0.01,1613824551961,92 +"sqr_mom_1",0.99,1613824551961,92 +"lr_1",6.45874859183317e-05,1613824551961,92 +"mom_1",0.8868880355017378,1613824551961,92 +"eps_1",1e-05,1613824551961,92 +"wd_2",0.01,1613824551961,92 +"sqr_mom_2",0.99,1613824551961,92 +"lr_2",0.0006458748591833171,1613824551961,92 +"mom_2",0.8868880355017378,1613824551961,92 +"eps_2",1e-05,1613824551961,92 +"train_loss",0.39937177,1613824552873,93 +"raw_loss",0.517335,1613824552873,93 +"wd_0",0.01,1613824552873,93 +"sqr_mom_0",0.99,1613824552873,93 +"lr_0",6.550937691544482e-05,1613824552873,93 +"mom_0",0.885927732379745,1613824552873,93 +"eps_0",1e-05,1613824552873,93 +"wd_1",0.01,1613824552873,93 +"sqr_mom_1",0.99,1613824552873,93 +"lr_1",6.550937691544482e-05,1613824552873,93 +"mom_1",0.885927732379745,1613824552873,93 +"eps_1",1e-05,1613824552873,93 +"wd_2",0.01,1613824552873,93 +"sqr_mom_2",0.99,1613824552873,93 +"lr_2",0.0006550937691544481,1613824552873,93 +"mom_2",0.885927732379745,1613824552873,93 +"eps_2",1e-05,1613824552873,93 +"train_loss",0.39678183,1613824553776,94 +"raw_loss",0.28887418,1613824553776,94 +"wd_0",0.01,1613824553776,94 +"sqr_mom_0",0.99,1613824553776,94 +"lr_0",6.642588699006056e-05,1613824553776,94 +"mom_0",0.8849730343853536,1613824553776,94 +"eps_0",1e-05,1613824553776,94 +"wd_1",0.01,1613824553776,94 +"sqr_mom_1",0.99,1613824553776,94 +"lr_1",6.642588699006056e-05,1613824553776,94 +"mom_1",0.8849730343853536,1613824553776,94 +"eps_1",1e-05,1613824553776,94 +"wd_2",0.01,1613824553776,94 +"sqr_mom_2",0.99,1613824553776,94 +"lr_2",0.0006642588699006055,1613824553776,94 +"mom_2",0.8849730343853536,1613824553776,94 +"eps_2",1e-05,1613824553776,94 +"train_loss",0.3934087,1613824554681,95 +"raw_loss",0.25237367,1613824554681,95 +"wd_0",0.01,1613824554681,95 +"sqr_mom_0",0.99,1613824554681,95 +"lr_0",6.73366510868762e-05,1613824554681,95 +"mom_0",0.884024321784504,1613824554681,95 +"eps_0",1e-05,1613824554681,95 +"wd_1",0.01,1613824554681,95 +"sqr_mom_1",0.99,1613824554681,95 +"lr_1",6.73366510868762e-05,1613824554681,95 +"mom_1",0.884024321784504,1613824554681,95 +"eps_1",1e-05,1613824554681,95 +"wd_2",0.01,1613824554681,95 +"sqr_mom_2",0.99,1613824554681,95 +"lr_2",0.0006733665108687621,1613824554681,95 +"mom_2",0.884024321784504,1613824554681,95 +"eps_2",1e-05,1613824554681,95 +"train_loss",0.39000463,1613824555583,96 +"raw_loss",0.24718831,1613824555583,96 +"wd_0",0.01,1613824555583,96 +"sqr_mom_0",0.99,1613824555583,96 +"lr_0",6.824129798125484e-05,1613824555583,96 +"mom_0",0.8830819812695262,1613824555583,96 +"eps_0",1e-05,1613824555583,96 +"wd_1",0.01,1613824555583,96 +"sqr_mom_1",0.99,1613824555583,96 +"lr_1",6.824129798125484e-05,1613824555583,96 +"mom_1",0.8830819812695262,1613824555583,96 +"eps_1",1e-05,1613824555583,96 +"wd_2",0.01,1613824555583,96 +"sqr_mom_2",0.99,1613824555583,96 +"lr_2",0.0006824129798125483,1613824555583,96 +"mom_2",0.8830819812695262,1613824555583,96 +"eps_2",1e-05,1613824555583,96 +"train_loss",0.39262733,1613824556488,97 +"raw_loss",0.50303304,1613824556488,97 +"wd_0",0.01,1613824556488,97 +"sqr_mom_0",0.99,1613824556488,97 +"lr_0",6.913948431815946e-05,1613824556488,97 +"mom_0",0.8821463705019172,1613824556488,97 +"eps_0",1e-05,1613824556488,97 +"wd_1",0.01,1613824556488,97 +"sqr_mom_1",0.99,1613824556488,97 +"lr_1",6.913948431815946e-05,1613824556488,97 +"mom_1",0.8821463705019172,1613824556488,97 +"eps_1",1e-05,1613824556488,97 +"wd_2",0.01,1613824556488,97 +"sqr_mom_2",0.99,1613824556488,97 +"lr_2",0.0006913948431815945,1613824556488,97 +"mom_2",0.8821463705019172,1613824556488,97 +"eps_2",1e-05,1613824556488,97 +"train_loss",0.3998912,1613824557394,98 +"raw_loss",0.70667005,1613824557394,98 +"wd_0",0.01,1613824557394,98 +"sqr_mom_0",0.99,1613824557394,98 +"lr_0",7.003084382379437e-05,1613824557394,98 +"mom_0",0.8812178710168809,1613824557394,98 +"eps_0",1e-05,1613824557394,98 +"wd_1",0.01,1613824557394,98 +"sqr_mom_1",0.99,1613824557394,98 +"lr_1",7.003084382379437e-05,1613824557394,98 +"mom_1",0.8812178710168809,1613824557394,98 +"eps_1",1e-05,1613824557394,98 +"wd_2",0.01,1613824557394,98 +"sqr_mom_2",0.99,1613824557394,98 +"lr_2",0.0007003084382379436,1613824557394,98 +"mom_2",0.8812178710168809,1613824557394,98 +"eps_2",1e-05,1613824557394,98 +"train_loss",0.4018515,1613824558301,99 +"raw_loss",0.48490784,1613824558301,99 +"wd_0",0.01,1613824558301,99 +"sqr_mom_0",0.99,1613824558301,99 +"lr_0",7.091502146058477e-05,1613824558301,99 +"mom_0",0.8802968526452242,1613824558301,99 +"eps_0",1e-05,1613824558301,99 +"wd_1",0.01,1613824558301,99 +"sqr_mom_1",0.99,1613824558301,99 +"lr_1",7.091502146058477e-05,1613824558301,99 +"mom_1",0.8802968526452242,1613824558301,99 +"eps_1",1e-05,1613824558301,99 +"wd_2",0.01,1613824558301,99 +"sqr_mom_2",0.99,1613824558301,99 +"lr_2",0.0007091502146058476,1613824558301,99 +"mom_2",0.8802968526452242,1613824558301,99 +"eps_2",1e-05,1613824558301,99 +"train_loss",0.43359053,1613824559205,100 +"raw_loss",1.7825528,1613824559205,100 +"wd_0",0.01,1613824559205,100 +"sqr_mom_0",0.99,1613824559205,100 +"lr_0",7.179166505156741e-05,1613824559205,100 +"mom_0",0.8793836822379506,1613824559205,100 +"eps_0",1e-05,1613824559205,100 +"wd_1",0.01,1613824559205,100 +"sqr_mom_1",0.99,1613824559205,100 +"lr_1",7.179166505156741e-05,1613824559205,100 +"mom_1",0.8793836822379506,1613824559205,100 +"eps_1",1e-05,1613824559205,100 +"wd_2",0.01,1613824559205,100 +"sqr_mom_2",0.99,1613824559205,100 +"lr_2",0.000717916650515674,1613824559205,100 +"mom_2",0.8793836822379506,1613824559205,100 +"eps_2",1e-05,1613824559205,100 +"train_loss",0.43984577,1613824560098,101 +"raw_loss",0.7065167,1613824560098,101 +"wd_0",0.01,1613824560098,101 +"sqr_mom_0",0.99,1613824560098,101 +"lr_0",7.266042542066624e-05,1613824560098,101 +"mom_0",0.8784787235201393,1613824560098,101 +"eps_0",1e-05,1613824560098,101 +"wd_1",0.01,1613824560098,101 +"sqr_mom_1",0.99,1613824560098,101 +"lr_1",7.266042542066624e-05,1613824560098,101 +"mom_1",0.8784787235201393,1613824560098,101 +"eps_1",1e-05,1613824560098,101 +"wd_2",0.01,1613824560098,101 +"sqr_mom_2",0.99,1613824560098,101 +"lr_2",0.0007266042542066624,1613824560098,101 +"mom_2",0.8784787235201393,1613824560098,101 +"eps_2",1e-05,1613824560098,101 +"train_loss",0.44113183,1613824561007,102 +"raw_loss",0.49612212,1613824561007,102 +"wd_0",0.01,1613824561007,102 +"sqr_mom_0",0.99,1613824561007,102 +"lr_0",7.352094849763995e-05,1613824561007,102 +"mom_0",0.8775823453149584,1613824561007,102 +"eps_0",1e-05,1613824561007,102 +"wd_1",0.01,1613824561007,102 +"sqr_mom_1",0.99,1613824561007,102 +"lr_1",7.352094849763995e-05,1613824561007,102 +"mom_1",0.8775823453149584,1613824561007,102 +"eps_1",1e-05,1613824561007,102 +"wd_2",0.01,1613824561007,102 +"sqr_mom_2",0.99,1613824561007,102 +"lr_2",0.0007352094849763995,1613824561007,102 +"mom_2",0.8775823453149584,1613824561007,102 +"eps_2",1e-05,1613824561007,102 +"train_loss",0.45234734,1613824561901,103 +"raw_loss",0.9333127,1613824561901,103 +"wd_0",0.01,1613824561901,103 +"sqr_mom_0",0.99,1613824561901,103 +"lr_0",7.437290767446642e-05,1613824561901,103 +"mom_0",0.8766948878390974,1613824561901,103 +"eps_0",1e-05,1613824561901,103 +"wd_1",0.01,1613824561901,103 +"sqr_mom_1",0.99,1613824561901,103 +"lr_1",7.437290767446642e-05,1613824561901,103 +"mom_1",0.8766948878390974,1613824561901,103 +"eps_1",1e-05,1613824561901,103 +"wd_2",0.01,1613824561901,103 +"sqr_mom_2",0.99,1613824561901,103 +"lr_2",0.0007437290767446641,1613824561901,103 +"mom_2",0.8766948878390974,1613824561901,103 +"eps_2",1e-05,1613824561901,103 +"train_loss",0.4607925,1613824562794,104 +"raw_loss",0.823986,1613824562794,104 +"wd_0",0.01,1613824562794,104 +"sqr_mom_0",0.99,1613824562794,104 +"lr_0",7.521596336108667e-05,1613824562794,104 +"mom_0",0.8758167048322014,1613824562794,104 +"eps_0",1e-05,1613824562794,104 +"wd_1",0.01,1613824562794,104 +"sqr_mom_1",0.99,1613824562794,104 +"lr_1",7.521596336108667e-05,1613824562794,104 +"mom_1",0.8758167048322014,1613824562794,104 +"eps_1",1e-05,1613824562794,104 +"wd_2",0.01,1613824562794,104 +"sqr_mom_2",0.99,1613824562794,104 +"lr_2",0.0007521596336108665,1613824562794,104 +"mom_2",0.8758167048322014,1613824562794,104 +"eps_2",1e-05,1613824562794,104 +"train_loss",0.46766242,1613824563685,105 +"raw_loss",0.7639352,1613824563685,105 +"wd_0",0.01,1613824563685,105 +"sqr_mom_0",0.99,1613824563685,105 +"lr_0",7.604976394080012e-05,1613824563685,105 +"mom_0",0.8749481625616665,1613824563685,105 +"eps_0",1e-05,1613824563685,105 +"wd_1",0.01,1613824563685,105 +"sqr_mom_1",0.99,1613824563685,105 +"lr_1",7.604976394080012e-05,1613824563685,105 +"mom_1",0.8749481625616665,1613824563685,105 +"eps_1",1e-05,1613824563685,105 +"wd_2",0.01,1613824563685,105 +"sqr_mom_2",0.99,1613824563685,105 +"lr_2",0.0007604976394080012,1613824563685,105 +"mom_2",0.8749481625616665,1613824563685,105 +"eps_2",1e-05,1613824563685,105 +"train_loss",0.4735407,1613824564576,106 +"raw_loss",0.7277381,1613824564576,106 +"wd_0",0.01,1613824564576,106 +"sqr_mom_0",0.99,1613824564576,106 +"lr_0",7.68739852544486e-05,1613824564576,106 +"mom_0",0.8740895986932826,1613824564576,106 +"eps_0",1e-05,1613824564576,106 +"wd_1",0.01,1613824564576,106 +"sqr_mom_1",0.99,1613824564576,106 +"lr_1",7.68739852544486e-05,1613824564576,106 +"mom_1",0.8740895986932826,1613824564576,106 +"eps_1",1e-05,1613824564576,106 +"wd_2",0.01,1613824564576,106 +"sqr_mom_2",0.99,1613824564576,106 +"lr_2",0.000768739852544486,1613824564576,106 +"mom_2",0.8740895986932826,1613824564576,106 +"eps_2",1e-05,1613824564576,106 +"train_loss",0.47973302,1613824565469,107 +"raw_loss",0.7482236,1613824565469,107 +"wd_0",0.01,1613824565469,107 +"sqr_mom_0",0.99,1613824565469,107 +"lr_0",7.768829900628335e-05,1613824565469,107 +"mom_0",0.8732413552017881,1613824565469,107 +"eps_0",1e-05,1613824565469,107 +"wd_1",0.01,1613824565469,107 +"sqr_mom_1",0.99,1613824565469,107 +"lr_1",7.768829900628335e-05,1613824565469,107 +"mom_1",0.8732413552017881,1613824565469,107 +"eps_1",1e-05,1613824565469,107 +"wd_2",0.01,1613824565469,107 +"sqr_mom_2",0.99,1613824565469,107 +"lr_2",0.0007768829900628335,1613824565469,107 +"mom_2",0.8732413552017881,1613824565469,107 +"eps_2",1e-05,1613824565469,107 +"train_loss",0.48042834,1613824566360,108 +"raw_loss",0.5106563,1613824566360,108 +"wd_0",0.01,1613824566360,108 +"sqr_mom_0",0.99,1613824566360,108 +"lr_0",7.849237335165792e-05,1613824566360,108 +"mom_0",0.8724037777586896,1613824566360,108 +"eps_0",1e-05,1613824566360,108 +"wd_1",0.01,1613824566360,108 +"sqr_mom_1",0.99,1613824566360,108 +"lr_1",7.849237335165792e-05,1613824566360,108 +"mom_1",0.8724037777586896,1613824566360,108 +"eps_1",1e-05,1613824566360,108 +"wd_2",0.01,1613824566360,108 +"sqr_mom_2",0.99,1613824566360,108 +"lr_2",0.0007849237335165792,1613824566360,108 +"mom_2",0.8724037777586896,1613824566360,108 +"eps_2",1e-05,1613824566360,108 +"train_loss",0.4824872,1613824567255,109 +"raw_loss",0.5722173,1613824567255,109 +"wd_0",0.01,1613824567255,109 +"sqr_mom_0",0.99,1613824567255,109 +"lr_0",7.928590310743585e-05,1613824567255,109 +"mom_0",0.8715771842630876,1613824567255,109 +"eps_0",1e-05,1613824567255,109 +"wd_1",0.01,1613824567255,109 +"sqr_mom_1",0.99,1613824567255,109 +"lr_1",7.928590310743585e-05,1613824567255,109 +"mom_1",0.8715771842630876,1613824567255,109 +"eps_1",1e-05,1613824567255,109 +"wd_2",0.01,1613824567255,109 +"sqr_mom_2",0.99,1613824567255,109 +"lr_2",0.0007928590310743585,1613824567255,109 +"mom_2",0.8715771842630876,1613824567255,109 +"eps_2",1e-05,1613824567255,109 +"train_loss",0.47969213,1613824568145,110 +"raw_loss",0.35757297,1613824568145,110 +"wd_0",0.01,1613824568145,110 +"sqr_mom_0",0.99,1613824568145,110 +"lr_0",8.006856460993975e-05,1613824568145,110 +"mom_0",0.870761911864646,1613824568145,110 +"eps_0",1e-05,1613824568145,110 +"wd_1",0.01,1613824568145,110 +"sqr_mom_1",0.99,1613824568145,110 +"lr_1",8.006856460993975e-05,1613824568145,110 +"mom_1",0.870761911864646,1613824568145,110 +"eps_1",1e-05,1613824568145,110 +"wd_2",0.01,1613824568145,110 +"sqr_mom_2",0.99,1613824568145,110 +"lr_2",0.0008006856460993976,1613824568145,110 +"mom_2",0.870761911864646,1613824568145,110 +"eps_2",1e-05,1613824568145,110 +"train_loss",0.47524115,1613824569043,111 +"raw_loss",0.28030375,1613824569043,111 +"wd_0",0.01,1613824569043,111 +"sqr_mom_0",0.99,1613824569043,111 +"lr_0",8.084004611711718e-05,1613824569043,111 +"mom_0",0.8699582852946696,1613824569043,111 +"eps_0",1e-05,1613824569043,111 +"wd_1",0.01,1613824569043,111 +"sqr_mom_1",0.99,1613824569043,111 +"lr_1",8.084004611711718e-05,1613824569043,111 +"mom_1",0.8699582852946696,1613824569043,111 +"eps_1",1e-05,1613824569043,111 +"wd_2",0.01,1613824569043,111 +"sqr_mom_2",0.99,1613824569043,111 +"lr_2",0.0008084004611711718,1613824569043,111 +"mom_2",0.8699582852946696,1613824569043,111 +"eps_2",1e-05,1613824569043,111 +"train_loss",0.49752593,1613824569930,112 +"raw_loss",1.4758428,1613824569930,112 +"wd_0",0.01,1613824569930,112 +"sqr_mom_0",0.99,1613824569930,112 +"lr_0",8.160004034002179e-05,1613824569930,112 +"mom_0",0.8691666246458106,1613824569930,112 +"eps_0",1e-05,1613824569930,112 +"wd_1",0.01,1613824569930,112 +"sqr_mom_1",0.99,1613824569930,112 +"lr_1",8.160004034002179e-05,1613824569930,112 +"mom_1",0.8691666246458106,1613824569930,112 +"eps_1",1e-05,1613824569930,112 +"wd_2",0.01,1613824569930,112 +"sqr_mom_2",0.99,1613824569930,112 +"lr_2",0.0008160004034002178,1613824569930,112 +"mom_2",0.8691666246458106,1613824569930,112 +"eps_2",1e-05,1613824569930,112 +"train_loss",0.49626204,1613824570819,113 +"raw_loss",0.44064814,1613824570819,113 +"wd_0",0.01,1613824570819,113 +"sqr_mom_0",0.99,1613824570819,113 +"lr_0",8.234824456520959e-05,1613824570819,113 +"mom_0",0.8683872452445733,1613824570819,113 +"eps_0",1e-05,1613824570819,113 +"wd_1",0.01,1613824570819,113 +"sqr_mom_1",0.99,1613824570819,113 +"lr_1",8.234824456520959e-05,1613824570819,113 +"mom_1",0.8683872452445733,1613824570819,113 +"eps_1",1e-05,1613824570819,113 +"wd_2",0.01,1613824570819,113 +"sqr_mom_2",0.99,1613824570819,113 +"lr_2",0.0008234824456520959,1613824570819,113 +"mom_2",0.8683872452445733,1613824570819,113 +"eps_2",1e-05,1613824570819,113 +"train_loss",0.4940305,1613824571719,114 +"raw_loss",0.3956117,1613824571719,114 +"wd_0",0.01,1613824571719,114 +"sqr_mom_0",0.99,1613824571719,114 +"lr_0",8.308435392643343e-05,1613824571719,114 +"mom_0",0.8676204646599651,1613824571719,114 +"eps_0",1e-05,1613824571719,114 +"wd_1",0.01,1613824571719,114 +"sqr_mom_1",0.99,1613824571719,114 +"lr_1",8.308435392643343e-05,1613824571719,114 +"mom_1",0.8676204646599651,1613824571719,114 +"eps_1",1e-05,1613824571719,114 +"wd_2",0.01,1613824571719,114 +"sqr_mom_2",0.99,1613824571719,114 +"lr_2",0.0008308435392643342,1613824571719,114 +"mom_2",0.8676204646599651,1613824571719,114 +"eps_2",1e-05,1613824571719,114 +"train_loss",0.49322566,1613824572612,115 +"raw_loss",0.45765302,1613824572612,115 +"wd_0",0.01,1613824572612,115 +"sqr_mom_0",0.99,1613824572612,115 +"lr_0",8.380808903638922e-05,1613824572612,115 +"mom_0",0.8668665739204279,1613824572612,115 +"eps_0",1e-05,1613824572612,115 +"wd_1",0.01,1613824572612,115 +"sqr_mom_1",0.99,1613824572612,115 +"lr_1",8.380808903638922e-05,1613824572612,115 +"mom_1",0.8668665739204279,1613824572612,115 +"eps_1",1e-05,1613824572612,115 +"wd_2",0.01,1613824572612,115 +"sqr_mom_2",0.99,1613824572612,115 +"lr_2",0.0008380808903638923,1613824572612,115 +"mom_2",0.8668665739204279,1613824572612,115 +"eps_2",1e-05,1613824572612,115 +"train_loss",0.49605942,1613824573499,116 +"raw_loss",0.62158394,1613824573499,116 +"wd_0",0.01,1613824573499,116 +"sqr_mom_0",0.99,1613824573499,116 +"lr_0",8.45191546603306e-05,1613824573499,116 +"mom_0",0.8661258805621556,1613824573499,116 +"eps_0",1e-05,1613824573499,116 +"wd_1",0.01,1613824573499,116 +"sqr_mom_1",0.99,1613824573499,116 +"lr_1",8.45191546603306e-05,1613824573499,116 +"mom_1",0.8661258805621556,1613824573499,116 +"eps_1",1e-05,1613824573499,116 +"wd_2",0.01,1613824573499,116 +"sqr_mom_2",0.99,1613824573499,116 +"lr_2",0.000845191546603306,1613824573499,116 +"mom_2",0.8661258805621556,1613824573499,116 +"eps_2",1e-05,1613824573499,116 +"train_loss",0.49711466,1613824574397,117 +"raw_loss",0.5439583,1613824574397,117 +"wd_0",0.01,1613824574397,117 +"sqr_mom_0",0.99,1613824574397,117 +"lr_0",8.521727406188154e-05,1613824574397,117 +"mom_0",0.8653986728522067,1613824574397,117 +"eps_0",1e-05,1613824574397,117 +"wd_1",0.01,1613824574397,117 +"sqr_mom_1",0.99,1613824574397,117 +"lr_1",8.521727406188154e-05,1613824574397,117 +"mom_1",0.8653986728522067,1613824574397,117 +"eps_1",1e-05,1613824574397,117 +"wd_2",0.01,1613824574397,117 +"sqr_mom_2",0.99,1613824574397,117 +"lr_2",0.0008521727406188154,1613824574397,117 +"mom_2",0.8653986728522067,1613824574397,117 +"eps_2",1e-05,1613824574397,117 +"train_loss",0.49588013,1613824575283,118 +"raw_loss",0.44096476,1613824575283,118 +"wd_0",0.01,1613824575283,118 +"sqr_mom_0",0.99,1613824575283,118 +"lr_0",8.590215607351363e-05,1613824575283,118 +"mom_0",0.86468525409009,1613824575283,118 +"eps_0",1e-05,1613824575283,118 +"wd_1",0.01,1613824575283,118 +"sqr_mom_1",0.99,1613824575283,118 +"lr_1",8.590215607351363e-05,1613824575283,118 +"mom_1",0.86468525409009,1613824575283,118 +"eps_1",1e-05,1613824575283,118 +"wd_2",0.01,1613824575283,118 +"sqr_mom_2",0.99,1613824575283,118 +"lr_2",0.0008590215607351362,1613824575283,118 +"mom_2",0.86468525409009,1613824575283,118 +"eps_2",1e-05,1613824575283,118 +"train_loss",0.5102484,1613824576174,119 +"raw_loss",1.1506898,1613824576174,119 +"wd_0",0.01,1613824576174,119 +"sqr_mom_0",0.99,1613824576174,119 +"lr_0",8.65735345108901e-05,1613824576174,119 +"mom_0",0.8639859015511562,1613824576174,119 +"eps_0",1e-05,1613824576174,119 +"wd_1",0.01,1613824576174,119 +"sqr_mom_1",0.99,1613824576174,119 +"lr_1",8.65735345108901e-05,1613824576174,119 +"mom_1",0.8639859015511562,1613824576174,119 +"eps_1",1e-05,1613824576174,119 +"wd_2",0.01,1613824576174,119 +"sqr_mom_2",0.99,1613824576174,119 +"lr_2",0.000865735345108901,1613824576174,119 +"mom_2",0.8639859015511562,1613824576174,119 +"eps_2",1e-05,1613824576174,119 +"train_loss",0.5157057,1613824577078,120 +"raw_loss",0.75943565,1613824577078,120 +"wd_0",0.01,1613824577078,120 +"sqr_mom_0",0.99,1613824577078,120 +"lr_0",8.723113585265317e-05,1613824577078,120 +"mom_0",0.8633009001534863,1613824577078,120 +"eps_0",1e-05,1613824577078,120 +"wd_1",0.01,1613824577078,120 +"sqr_mom_1",0.99,1613824577078,120 +"lr_1",8.723113585265317e-05,1613824577078,120 +"mom_1",0.8633009001534863,1613824577078,120 +"eps_1",1e-05,1613824577078,120 +"wd_2",0.01,1613824577078,120 +"sqr_mom_2",0.99,1613824577078,120 +"lr_2",0.0008723113585265317,1613824577078,120 +"mom_2",0.8633009001534863,1613824577078,120 +"eps_2",1e-05,1613824577078,120 +"train_loss",0.51797086,1613824577970,121 +"raw_loss",0.6193339,1613824577970,121 +"wd_0",0.01,1613824577970,121 +"sqr_mom_0",0.99,1613824577970,121 +"lr_0",8.78747105088972e-05,1613824577970,121 +"mom_0",0.8626305098865654,1613824577970,121 +"eps_0",1e-05,1613824577970,121 +"wd_1",0.01,1613824577970,121 +"sqr_mom_1",0.99,1613824577970,121 +"lr_1",8.78747105088972e-05,1613824577970,121 +"mom_1",0.8626305098865654,1613824577970,121 +"eps_1",1e-05,1613824577970,121 +"wd_2",0.01,1613824577970,121 +"sqr_mom_2",0.99,1613824577970,121 +"lr_2",0.0008787471050889721,1613824577970,121 +"mom_2",0.8626305098865654,1613824577970,121 +"eps_2",1e-05,1613824577970,121 +"train_loss",0.5212492,1613824578853,122 +"raw_loss",0.6682299,1613824578853,122 +"wd_0",0.01,1613824578853,122 +"sqr_mom_0",0.99,1613824578853,122 +"lr_0",8.850399590235202e-05,1613824578853,122 +"mom_0",0.8619750042683832,1613824578853,122 +"eps_0",1e-05,1613824578853,122 +"wd_1",0.01,1613824578853,122 +"sqr_mom_1",0.99,1613824578853,122 +"lr_1",8.850399590235202e-05,1613824578853,122 +"mom_1",0.8619750042683832,1613824578853,122 +"eps_1",1e-05,1613824578853,122 +"wd_2",0.01,1613824578853,122 +"sqr_mom_2",0.99,1613824578853,122 +"lr_2",0.0008850399590235202,1613824578853,122 +"mom_2",0.8619750042683832,1613824578853,122 +"eps_2",1e-05,1613824578853,122 +"train_loss",0.5224343,1613824579741,123 +"raw_loss",0.5756649,1613824579741,123 +"wd_0",0.01,1613824579741,123 +"sqr_mom_0",0.99,1613824579741,123 +"lr_0",8.911874138223243e-05,1613824579741,123 +"mom_0",0.8613346443935078,1613824579741,123 +"eps_0",1e-05,1613824579741,123 +"wd_1",0.01,1613824579741,123 +"sqr_mom_1",0.99,1613824579741,123 +"lr_1",8.911874138223243e-05,1613824579741,123 +"mom_1",0.8613346443935078,1613824579741,123 +"eps_1",1e-05,1613824579741,123 +"wd_2",0.01,1613824579741,123 +"sqr_mom_2",0.99,1613824579741,123 +"lr_2",0.0008911874138223243,1613824579741,123 +"mom_2",0.8613346443935078,1613824579741,123 +"eps_2",1e-05,1613824579741,123 +"train_loss",0.5204309,1613824580630,124 +"raw_loss",0.43028158,1613824580630,124 +"wd_0",0.01,1613824580630,124 +"sqr_mom_0",0.99,1613824580630,124 +"lr_0",8.971870208914904e-05,1613824580630,124 +"mom_0",0.8607096853238031,1613824580630,124 +"eps_0",1e-05,1613824580630,124 +"wd_1",0.01,1613824580630,124 +"sqr_mom_1",0.99,1613824580630,124 +"lr_1",8.971870208914904e-05,1613824580630,124 +"mom_1",0.8607096853238031,1613824580630,124 +"eps_1",1e-05,1613824580630,124 +"wd_2",0.01,1613824580630,124 +"sqr_mom_2",0.99,1613824580630,124 +"lr_2",0.0008971870208914903,1613824580630,124 +"mom_2",0.8607096853238031,1613824580630,124 +"eps_2",1e-05,1613824580630,124 +"train_loss",0.51707083,1613824581513,125 +"raw_loss",0.36560386,1613824581513,125 +"wd_0",0.01,1613824581513,125 +"sqr_mom_0",0.99,1613824581513,125 +"lr_0",9.030363905263818e-05,1613824581513,125 +"mom_0",0.8601003759868352,1613824581513,125 +"eps_0",1e-05,1613824581513,125 +"wd_1",0.01,1613824581513,125 +"sqr_mom_1",0.99,1613824581513,125 +"lr_1",9.030363905263818e-05,1613824581513,125 +"mom_1",0.8601003759868352,1613824581513,125 +"eps_1",1e-05,1613824581513,125 +"wd_2",0.01,1613824581513,125 +"sqr_mom_2",0.99,1613824581513,125 +"lr_2",0.0009030363905263817,1613824581513,125 +"mom_2",0.8601003759868352,1613824581513,125 +"eps_2",1e-05,1613824581513,125 +"train_loss",0.5119095,1613824582396,126 +"raw_loss",0.27883923,1613824582396,126 +"wd_0",0.01,1613824582396,126 +"sqr_mom_0",0.99,1613824582396,126 +"lr_0",9.087331401368744e-05,1613824582396,126 +"mom_0",0.8595069645690756,1613824582396,126 +"eps_0",1e-05,1613824582396,126 +"wd_1",0.01,1613824582396,126 +"sqr_mom_1",0.99,1613824582396,126 +"lr_1",9.087331401368744e-05,1613824582396,126 +"mom_1",0.8595069645690756,1613824582396,126 +"eps_1",1e-05,1613824582396,126 +"wd_2",0.01,1613824582396,126 +"sqr_mom_2",0.99,1613824582396,126 +"lr_2",0.0009087331401368744,1613824582396,126 +"mom_2",0.8595069645690756,1613824582396,126 +"eps_2",1e-05,1613824582396,126 +"train_loss",0.5222532,1613824583285,127 +"raw_loss",0.9901397,1613824583285,127 +"wd_0",0.01,1613824583285,127 +"sqr_mom_0",0.99,1613824583285,127 +"lr_0",9.142751075449022e-05,1613824583285,127 +"mom_0",0.858929676297406,1613824583285,127 +"eps_0",1e-05,1613824583285,127 +"wd_1",0.01,1613824583285,127 +"sqr_mom_1",0.99,1613824583285,127 +"lr_1",9.142751075449022e-05,1613824583285,127 +"mom_1",0.858929676297406,1613824583285,127 +"eps_1",1e-05,1613824583285,127 +"wd_2",0.01,1613824583285,127 +"sqr_mom_2",0.99,1613824583285,127 +"lr_2",0.0009142751075449022,1613824583285,127 +"mom_2",0.858929676297406,1613824583285,127 +"eps_2",1e-05,1613824583285,127 +"train_loss",0.5236256,1613824584171,128 +"raw_loss",0.58580655,1613824584171,128 +"wd_0",0.01,1613824584171,128 +"sqr_mom_0",0.99,1613824584171,128 +"lr_0",9.19660031159599e-05,1613824584171,128 +"mom_0",0.8583687467542084,1613824584171,128 +"eps_0",1e-05,1613824584171,128 +"wd_1",0.01,1613824584171,128 +"sqr_mom_1",0.99,1613824584171,128 +"lr_1",9.19660031159599e-05,1613824584171,128 +"mom_1",0.8583687467542084,1613824584171,128 +"eps_1",1e-05,1613824584171,128 +"wd_2",0.01,1613824584171,128 +"sqr_mom_2",0.99,1613824584171,128 +"lr_2",0.0009196600311595991,1613824584171,128 +"mom_2",0.8583687467542084,1613824584171,128 +"eps_2",1e-05,1613824584171,128 +"train_loss",0.5202726,1613824585066,129 +"raw_loss",0.3681056,1613824585066,129 +"wd_0",0.01,1613824585066,129 +"sqr_mom_0",0.99,1613824585066,129 +"lr_0",9.24885814387386e-05,1613824585066,129 +"mom_0",0.8578243943346473,1613824585066,129 +"eps_0",1e-05,1613824585066,129 +"wd_1",0.01,1613824585066,129 +"sqr_mom_1",0.99,1613824585066,129 +"lr_1",9.24885814387386e-05,1613824585066,129 +"mom_1",0.8578243943346473,1613824585066,129 +"eps_1",1e-05,1613824585066,129 +"wd_2",0.01,1613824585066,129 +"sqr_mom_2",0.99,1613824585066,129 +"lr_2",0.0009248858143873859,1613824585066,129 +"mom_2",0.8578243943346473,1613824585066,129 +"eps_2",1e-05,1613824585066,129 +"train_loss",0.5191595,1613824585953,130 +"raw_loss",0.46855932,1613824585953,130 +"wd_0",0.01,1613824585953,130 +"sqr_mom_0",0.99,1613824585953,130 +"lr_0",9.299502776893716e-05,1613824585953,130 +"mom_0",0.8572968460740238,1613824585953,130 +"eps_0",1e-05,1613824585953,130 +"wd_1",0.01,1613824585953,130 +"sqr_mom_1",0.99,1613824585953,130 +"lr_1",9.299502776893716e-05,1613824585953,130 +"mom_1",0.8572968460740238,1613824585953,130 +"eps_1",1e-05,1613824585953,130 +"wd_2",0.01,1613824585953,130 +"sqr_mom_2",0.99,1613824585953,130 +"lr_2",0.0009299502776893715,1613824585953,130 +"mom_2",0.8572968460740238,1613824585953,130 +"eps_2",1e-05,1613824585953,130 +"train_loss",0.5154218,1613824586840,131 +"raw_loss",0.34525955,1613824586840,131 +"wd_0",0.01,1613824586840,131 +"sqr_mom_0",0.99,1613824586840,131 +"lr_0",9.348514084055808e-05,1613824586840,131 +"mom_0",0.8567863116244187,1613824586840,131 +"eps_0",1e-05,1613824586840,131 +"wd_1",0.01,1613824586840,131 +"sqr_mom_1",0.99,1613824586840,131 +"lr_1",9.348514084055808e-05,1613824586840,131 +"mom_1",0.8567863116244187,1613824586840,131 +"eps_1",1e-05,1613824586840,131 +"wd_2",0.01,1613824586840,131 +"sqr_mom_2",0.99,1613824586840,131 +"lr_2",0.0009348514084055807,1613824586840,131 +"mom_2",0.8567863116244187,1613824586840,131 +"eps_2",1e-05,1613824586840,131 +"train_loss",0.51781,1613824587724,132 +"raw_loss",0.6267011,1613824587724,132 +"wd_0",0.01,1613824587724,132 +"sqr_mom_0",0.99,1613824587724,132 +"lr_0",9.395873463318513e-05,1613824587724,132 +"mom_0",0.8562929847570988,1613824587724,132 +"eps_0",1e-05,1613824587724,132 +"wd_1",0.01,1613824587724,132 +"sqr_mom_1",0.99,1613824587724,132 +"lr_1",9.395873463318513e-05,1613824587724,132 +"mom_1",0.8562929847570988,1613824587724,132 +"eps_1",1e-05,1613824587724,132 +"wd_2",0.01,1613824587724,132 +"sqr_mom_2",0.99,1613824587724,132 +"lr_2",0.0009395873463318514,1613824587724,132 +"mom_2",0.8562929847570988,1613824587724,132 +"eps_2",1e-05,1613824587724,132 +"train_loss",0.5124394,1613824588611,133 +"raw_loss",0.2672003,1613824588611,133 +"wd_0",0.01,1613824588611,133 +"sqr_mom_0",0.99,1613824588611,133 +"lr_0",9.441561583421294e-05,1613824588611,133 +"mom_0",0.8558170668393615,1613824588611,133 +"eps_0",1e-05,1613824588611,133 +"wd_1",0.01,1613824588611,133 +"sqr_mom_1",0.99,1613824588611,133 +"lr_1",9.441561583421294e-05,1613824588611,133 +"mom_1",0.8558170668393615,1613824588611,133 +"eps_1",1e-05,1613824588611,133 +"wd_2",0.01,1613824588611,133 +"sqr_mom_2",0.99,1613824588611,133 +"lr_2",0.0009441561583421294,1613824588611,133 +"mom_2",0.8558170668393615,1613824588611,133 +"eps_2",1e-05,1613824588611,133 +"train_loss",0.509478,1613824589496,134 +"raw_loss",0.374048,1613824589496,134 +"wd_0",0.01,1613824589496,134 +"sqr_mom_0",0.99,1613824589496,134 +"lr_0",9.485560246320309e-05,1613824589496,134 +"mom_0",0.8553587474341634,1613824589496,134 +"eps_0",1e-05,1613824589496,134 +"wd_1",0.01,1613824589496,134 +"sqr_mom_1",0.99,1613824589496,134 +"lr_1",9.485560246320309e-05,1613824589496,134 +"mom_1",0.8553587474341634,1613824589496,134 +"eps_1",1e-05,1613824589496,134 +"wd_2",0.01,1613824589496,134 +"sqr_mom_2",0.99,1613824589496,134 +"lr_2",0.0009485560246320308,1613824589496,134 +"mom_2",0.8553587474341634,1613824589496,134 +"eps_2",1e-05,1613824589496,134 +"train_loss",0.51140344,1613824590380,135 +"raw_loss",0.599583,1613824590380,135 +"wd_0",0.01,1613824590380,135 +"sqr_mom_0",0.99,1613824590380,135 +"lr_0",9.527851926899743e-05,1613824590380,135 +"mom_0",0.8549182090947943,1613824590380,135 +"eps_0",1e-05,1613824590380,135 +"wd_1",0.01,1613824590380,135 +"sqr_mom_1",0.99,1613824590380,135 +"lr_1",9.527851926899743e-05,1613824590380,135 +"mom_1",0.8549182090947943,1613824590380,135 +"eps_1",1e-05,1613824590380,135 +"wd_2",0.01,1613824590380,135 +"sqr_mom_2",0.99,1613824590380,135 +"lr_2",0.0009527851926899743,1613824590380,135 +"mom_2",0.8549182090947943,1613824590380,135 +"eps_2",1e-05,1613824590380,135 +"train_loss",0.50976986,1613824591263,136 +"raw_loss",0.43485415,1613824591263,136 +"wd_0",0.01,1613824591263,136 +"sqr_mom_0",0.99,1613824591263,136 +"lr_0",9.568419779952234e-05,1613824591263,136 +"mom_0",0.8544956272921642,1613824591263,136 +"eps_0",1e-05,1613824591263,136 +"wd_1",0.01,1613824591263,136 +"sqr_mom_1",0.99,1613824591263,136 +"lr_1",9.568419779952234e-05,1613824591263,136 +"mom_1",0.8544956272921642,1613824591263,136 +"eps_1",1e-05,1613824591263,136 +"wd_2",0.01,1613824591263,136 +"sqr_mom_2",0.99,1613824591263,136 +"lr_2",0.0009568419779952234,1613824591263,136 +"mom_2",0.8544956272921642,1613824591263,136 +"eps_2",1e-05,1613824591263,136 +"train_loss",0.5058492,1613824592140,137 +"raw_loss",0.3257988,1613824592140,137 +"wd_0",0.01,1613824592140,137 +"sqr_mom_0",0.99,1613824592140,137 +"lr_0",9.607247290802915e-05,1613824592140,137 +"mom_0",0.8540911740541363,1613824592140,137 +"eps_0",1e-05,1613824592140,137 +"wd_1",0.01,1613824592140,137 +"sqr_mom_1",0.99,1613824592140,137 +"lr_1",9.607247290802915e-05,1613824592140,137 +"mom_1",0.8540911740541363,1613824592140,137 +"eps_1",1e-05,1613824592140,137 +"wd_2",0.01,1613824592140,137 +"sqr_mom_2",0.99,1613824592140,137 +"lr_2",0.0009607247290802915,1613824592140,137 +"mom_2",0.8540911740541363,1613824592140,137 +"eps_2",1e-05,1613824592140,137 +"train_loss",0.5022259,1613824593013,138 +"raw_loss",0.33561152,1613824593013,138 +"wd_0",0.01,1613824593013,138 +"sqr_mom_0",0.99,1613824593013,138 +"lr_0",9.644319722628494e-05,1613824593013,138 +"mom_0",0.8537050028892865,1613824593013,138 +"eps_0",1e-05,1613824593013,138 +"wd_1",0.01,1613824593013,138 +"sqr_mom_1",0.99,1613824593013,138 +"lr_1",9.644319722628494e-05,1613824593013,138 +"mom_1",0.8537050028892865,1613824593013,138 +"eps_1",1e-05,1613824593013,138 +"wd_2",0.01,1613824593013,138 +"sqr_mom_2",0.99,1613824593013,138 +"lr_2",0.0009644319722628494,1613824593013,138 +"mom_2",0.8537050028892865,1613824593013,138 +"eps_2",1e-05,1613824593013,138 +"train_loss",0.50187427,1613824593887,139 +"raw_loss",0.48568332,1613824593887,139 +"wd_0",0.01,1613824593887,139 +"sqr_mom_0",0.99,1613824593887,139 +"lr_0",9.679621936617187e-05,1613824593887,139 +"mom_0",0.853337271493571,1613824593887,139 +"eps_0",1e-05,1613824593887,139 +"wd_1",0.01,1613824593887,139 +"sqr_mom_1",0.99,1613824593887,139 +"lr_1",9.679621936617187e-05,1613824593887,139 +"mom_1",0.853337271493571,1613824593887,139 +"eps_1",1e-05,1613824593887,139 +"wd_2",0.01,1613824593887,139 +"sqr_mom_2",0.99,1613824593887,139 +"lr_2",0.0009679621936617187,1613824593887,139 +"mom_2",0.853337271493571,1613824593887,139 +"eps_2",1e-05,1613824593887,139 +"train_loss",0.49885494,1613824594763,140 +"raw_loss",0.35965407,1613824594763,140 +"wd_0",0.01,1613824594763,140 +"sqr_mom_0",0.99,1613824594763,140 +"lr_0",9.713139871537402e-05,1613824594763,140 +"mom_0",0.852988126338152,1613824594763,140 +"eps_0",1e-05,1613824594763,140 +"wd_1",0.01,1613824594763,140 +"sqr_mom_1",0.99,1613824594763,140 +"lr_1",9.713139871537402e-05,1613824594763,140 +"mom_1",0.852988126338152,1613824594763,140 +"eps_1",1e-05,1613824594763,140 +"wd_2",0.01,1613824594763,140 +"sqr_mom_2",0.99,1613824594763,140 +"lr_2",0.0009713139871537402,1613824594763,140 +"mom_2",0.852988126338152,1613824594763,140 +"eps_2",1e-05,1613824594763,140 +"train_loss",0.4953962,1613824595644,141 +"raw_loss",0.33573392,1613824595644,141 +"wd_0",0.01,1613824595644,141 +"sqr_mom_0",0.99,1613824595644,141 +"lr_0",9.744860465992226e-05,1613824595644,141 +"mom_0",0.8526577034792476,1613824595644,141 +"eps_0",1e-05,1613824595644,141 +"wd_1",0.01,1613824595644,141 +"sqr_mom_1",0.99,1613824595644,141 +"lr_1",9.744860465992226e-05,1613824595644,141 +"mom_1",0.8526577034792476,1613824595644,141 +"eps_1",1e-05,1613824595644,141 +"wd_2",0.01,1613824595644,141 +"sqr_mom_2",0.99,1613824595644,141 +"lr_2",0.0009744860465992225,1613824595644,141 +"mom_2",0.8526577034792476,1613824595644,141 +"eps_2",1e-05,1613824595644,141 +"train_loss",0.50583297,1613824596526,142 +"raw_loss",0.9882037,1613824596526,142 +"wd_0",0.01,1613824596526,142 +"sqr_mom_0",0.99,1613824596526,142 +"lr_0",9.774770490142942e-05,1613824596526,142 +"mom_0",0.8523461407276777,1613824596526,142 +"eps_0",1e-05,1613824596526,142 +"wd_1",0.01,1613824596526,142 +"sqr_mom_1",0.99,1613824596526,142 +"lr_1",9.774770490142942e-05,1613824596526,142 +"mom_1",0.8523461407276777,1613824596526,142 +"eps_1",1e-05,1613824596526,142 +"wd_2",0.01,1613824596526,142 +"sqr_mom_2",0.99,1613824596526,142 +"lr_2",0.0009774770490142942,1613824596526,142 +"mom_2",0.8523461407276777,1613824596526,142 +"eps_2",1e-05,1613824596526,142 +"train_loss",0.5065222,1613824597404,143 +"raw_loss",0.5384142,1613824597404,143 +"wd_0",0.01,1613824597404,143 +"sqr_mom_0",0.99,1613824597404,143 +"lr_0",9.80285808164004e-05,1613824597404,143 +"mom_0",0.8520535616495829,1613824597404,143 +"eps_0",1e-05,1613824597404,143 +"wd_1",0.01,1613824597404,143 +"sqr_mom_1",0.99,1613824597404,143 +"lr_1",9.80285808164004e-05,1613824597404,143 +"mom_1",0.8520535616495829,1613824597404,143 +"eps_1",1e-05,1613824597404,143 +"wd_2",0.01,1613824597404,143 +"sqr_mom_2",0.99,1613824597404,143 +"lr_2",0.000980285808164004,1613824597404,143 +"mom_2",0.8520535616495829,1613824597404,143 +"eps_2",1e-05,1613824597404,143 +"train_loss",0.5073482,1613824598279,144 +"raw_loss",0.5456174,1613824598279,144 +"wd_0",0.01,1613824598279,144 +"sqr_mom_0",0.99,1613824598279,144 +"lr_0",9.829112579952792e-05,1613824598279,144 +"mom_0",0.8517800772921584,1613824598279,144 +"eps_0",1e-05,1613824598279,144 +"wd_1",0.01,1613824598279,144 +"sqr_mom_1",0.99,1613824598279,144 +"lr_1",9.829112579952792e-05,1613824598279,144 +"mom_1",0.8517800772921584,1613824598279,144 +"eps_1",1e-05,1613824598279,144 +"wd_2",0.01,1613824598279,144 +"sqr_mom_2",0.99,1613824598279,144 +"lr_2",0.0009829112579952794,1613824598279,144 +"mom_2",0.8517800772921584,1613824598279,144 +"eps_2",1e-05,1613824598279,144 +"train_loss",0.5024788,1613824599157,145 +"raw_loss",0.27662438,1613824599157,145 +"wd_0",0.01,1613824599157,145 +"sqr_mom_0",0.99,1613824599157,145 +"lr_0",9.85352325555039e-05,1613824599157,145 +"mom_0",0.8515257994213501,1613824599157,145 +"eps_0",1e-05,1613824599157,145 +"wd_1",0.01,1613824599157,145 +"sqr_mom_1",0.99,1613824599157,145 +"lr_1",9.85352325555039e-05,1613824599157,145 +"mom_1",0.8515257994213501,1613824599157,145 +"eps_1",1e-05,1613824599157,145 +"wd_2",0.01,1613824599157,145 +"sqr_mom_2",0.99,1613824599157,145 +"lr_2",0.000985352325555039,1613824599157,145 +"mom_2",0.8515257994213501,1613824599157,145 +"eps_2",1e-05,1613824599157,145 +"train_loss",0.4962439,1613824600037,146 +"raw_loss",0.20673159,1613824600037,146 +"wd_0",0.01,1613824600037,146 +"sqr_mom_0",0.99,1613824600037,146 +"lr_0",9.876080385411977e-05,1613824600037,146 +"mom_0",0.8512908293186252,1613824600037,146 +"eps_0",1e-05,1613824600037,146 +"wd_1",0.01,1613824600037,146 +"sqr_mom_1",0.99,1613824600037,146 +"lr_1",9.876080385411977e-05,1613824600037,146 +"mom_1",0.8512908293186252,1613824600037,146 +"eps_1",1e-05,1613824600037,146 +"wd_2",0.01,1613824600037,146 +"sqr_mom_2",0.99,1613824600037,146 +"lr_2",0.0009876080385411979,1613824600037,146 +"mom_2",0.8512908293186252,1613824600037,146 +"eps_2",1e-05,1613824600037,146 +"train_loss",0.49300066,1613824600920,147 +"raw_loss",0.34223685,1613824600920,147 +"wd_0",0.01,1613824600920,147 +"sqr_mom_0",0.99,1613824600920,147 +"lr_0",9.896774984802855e-05,1613824600920,147 +"mom_0",0.8510752605749703,1613824600920,147 +"eps_0",1e-05,1613824600920,147 +"wd_1",0.01,1613824600920,147 +"sqr_mom_1",0.99,1613824600920,147 +"lr_1",9.896774984802855e-05,1613824600920,147 +"mom_1",0.8510752605749703,1613824600920,147 +"eps_1",1e-05,1613824600920,147 +"wd_2",0.01,1613824600920,147 +"sqr_mom_2",0.99,1613824600920,147 +"lr_2",0.0009896774984802855,1613824600920,147 +"mom_2",0.8510752605749703,1613824600920,147 +"eps_2",1e-05,1613824600920,147 +"train_loss",0.4951793,1613824601796,148 +"raw_loss",0.5965655,1613824601796,148 +"wd_0",0.01,1613824601796,148 +"sqr_mom_0",0.99,1613824601796,148 +"lr_0",9.915598810853188e-05,1613824601796,148 +"mom_0",0.8508791790536125,1613824601796,148 +"eps_0",1e-05,1613824601796,148 +"wd_1",0.01,1613824601796,148 +"sqr_mom_1",0.99,1613824601796,148 +"lr_1",9.915598810853188e-05,1613824601796,148 +"mom_1",0.8508791790536125,1613824601796,148 +"eps_1",1e-05,1613824601796,148 +"wd_2",0.01,1613824601796,148 +"sqr_mom_2",0.99,1613824601796,148 +"lr_2",0.000991559881085319,1613824601796,148 +"mom_2",0.8508791790536125,1613824601796,148 +"eps_2",1e-05,1613824601796,148 +"train_loss",0.49077955,1613824602672,149 +"raw_loss",0.2858156,1613824602672,149 +"wd_0",0.01,1613824602672,149 +"sqr_mom_0",0.99,1613824602672,149 +"lr_0",9.932544215684867e-05,1613824602672,149 +"mom_0",0.8507026644199492,1613824602672,149 +"eps_0",1e-05,1613824602672,149 +"wd_1",0.01,1613824602672,149 +"sqr_mom_1",0.99,1613824602672,149 +"lr_1",9.932544215684867e-05,1613824602672,149 +"mom_1",0.8507026644199492,1613824602672,149 +"eps_1",1e-05,1613824602672,149 +"wd_2",0.01,1613824602672,149 +"sqr_mom_2",0.99,1613824602672,149 +"lr_2",0.0009932544215684868,1613824602672,149 +"mom_2",0.8507026644199492,1613824602672,149 +"eps_2",1e-05,1613824602672,149 +"train_loss",0.4877988,1613824603560,150 +"raw_loss",0.34879714,1613824603560,150 +"wd_0",0.01,1613824603560,150 +"sqr_mom_0",0.99,1613824603560,150 +"lr_0",9.947604767738639e-05,1613824603560,150 +"mom_0",0.8505457836693892,1613824603560,150 +"eps_0",1e-05,1613824603560,150 +"wd_1",0.01,1613824603560,150 +"sqr_mom_1",0.99,1613824603560,150 +"lr_1",9.947604767738639e-05,1613824603560,150 +"mom_1",0.8505457836693892,1613824603560,150 +"eps_1",1e-05,1613824603560,150 +"wd_2",0.01,1613824603560,150 +"sqr_mom_2",0.99,1613824603560,150 +"lr_2",0.000994760476773864,1613824603560,150 +"mom_2",0.8505457836693892,1613824603560,150 +"eps_2",1e-05,1613824603560,150 +"train_loss",0.48636213,1613824604437,151 +"raw_loss",0.41929662,1613824604437,151 +"wd_0",0.01,1613824604437,151 +"sqr_mom_0",0.99,1613824604437,151 +"lr_0",9.960774300431326e-05,1613824604437,151 +"mom_0",0.8504086010371736,1613824604437,151 +"eps_0",1e-05,1613824604437,151 +"wd_1",0.01,1613824604437,151 +"sqr_mom_1",0.99,1613824604437,151 +"lr_1",9.960774300431326e-05,1613824604437,151 +"mom_1",0.8504086010371736,1613824604437,151 +"eps_1",1e-05,1613824604437,151 +"wd_2",0.01,1613824604437,151 +"sqr_mom_2",0.99,1613824604437,151 +"lr_2",0.0009960774300431328,1613824604437,151 +"mom_2",0.8504086010371736,1613824604437,151 +"eps_2",1e-05,1613824604437,151 +"train_loss",0.48066053,1613824605312,152 +"raw_loss",0.21424027,1613824605312,152 +"wd_0",0.01,1613824605312,152 +"sqr_mom_0",0.99,1613824605312,152 +"lr_0",9.97204756820385e-05,1613824605312,152 +"mom_0",0.8502911711645432,1613824605312,152 +"eps_0",1e-05,1613824605312,152 +"wd_1",0.01,1613824605312,152 +"sqr_mom_1",0.99,1613824605312,152 +"lr_1",9.97204756820385e-05,1613824605312,152 +"mom_1",0.8502911711645432,1613824605312,152 +"eps_1",1e-05,1613824605312,152 +"wd_2",0.01,1613824605312,152 +"sqr_mom_2",0.99,1613824605312,152 +"lr_2",0.000997204756820385,1613824605312,152 +"mom_2",0.8502911711645432,1613824605312,152 +"eps_2",1e-05,1613824605312,152 +"train_loss",0.47501665,1613824606188,153 +"raw_loss",0.21103835,1613824606188,153 +"wd_0",0.01,1613824606188,153 +"sqr_mom_0",0.99,1613824606188,153 +"lr_0",9.981420159805916e-05,1613824606188,153 +"mom_0",0.8501935400020217,1613824606188,153 +"eps_0",1e-05,1613824606188,153 +"wd_1",0.01,1613824606188,153 +"sqr_mom_1",0.99,1613824606188,153 +"lr_1",9.981420159805916e-05,1613824606188,153 +"mom_1",0.8501935400020217,1613824606188,153 +"eps_1",1e-05,1613824606188,153 +"wd_2",0.01,1613824606188,153 +"sqr_mom_2",0.99,1613824606188,153 +"lr_2",0.0009981420159805917,1613824606188,153 +"mom_2",0.8501935400020217,1613824606188,153 +"eps_2",1e-05,1613824606188,153 +"train_loss",0.47611213,1613824607060,154 +"raw_loss",0.5273994,1613824607060,154 +"wd_0",0.01,1613824607060,154 +"sqr_mom_0",0.99,1613824607060,154 +"lr_0",9.988888166172216e-05,1613824607060,154 +"mom_0",0.8501157482690394,1613824607060,154 +"eps_0",1e-05,1613824607060,154 +"wd_1",0.01,1613824607060,154 +"sqr_mom_1",0.99,1613824607060,154 +"lr_1",9.988888166172216e-05,1613824607060,154 +"mom_1",0.8501157482690394,1613824607060,154 +"eps_1",1e-05,1613824607060,154 +"wd_2",0.01,1613824607060,154 +"sqr_mom_2",0.99,1613824607060,154 +"lr_2",0.0009988888166172216,1613824607060,154 +"mom_2",0.8501157482690394,1613824607060,154 +"eps_2",1e-05,1613824607060,154 +"train_loss",0.47533968,1613824607935,155 +"raw_loss",0.43914124,1613824607935,155 +"wd_0",0.01,1613824607935,155 +"sqr_mom_0",0.99,1613824607935,155 +"lr_0",9.994448666363798e-05,1613824607935,155 +"mom_0",0.8500578263920437,1613824607935,155 +"eps_0",1e-05,1613824607935,155 +"wd_1",0.01,1613824607935,155 +"sqr_mom_1",0.99,1613824607935,155 +"lr_1",9.994448666363798e-05,1613824607935,155 +"mom_1",0.8500578263920437,1613824607935,155 +"eps_1",1e-05,1613824607935,155 +"wd_2",0.01,1613824607935,155 +"sqr_mom_2",0.99,1613824607935,155 +"lr_2",0.0009994448666363798,1613824607935,155 +"mom_2",0.8500578263920437,1613824607935,155 +"eps_2",1e-05,1613824607935,155 +"train_loss",0.47254747,1613824608810,156 +"raw_loss",0.34158373,1613824608810,156 +"wd_0",0.01,1613824608810,156 +"sqr_mom_0",0.99,1613824608810,156 +"lr_0",9.998099549915502e-05,1613824608810,156 +"mom_0",0.8500197963550469,1613824608810,156 +"eps_0",1e-05,1613824608810,156 +"wd_1",0.01,1613824608810,156 +"sqr_mom_1",0.99,1613824608810,156 +"lr_1",9.998099549915502e-05,1613824608810,156 +"mom_1",0.8500197963550469,1613824608810,156 +"eps_1",1e-05,1613824608810,156 +"wd_2",0.01,1613824608810,156 +"sqr_mom_2",0.99,1613824608810,156 +"lr_2",0.0009998099549915502,1613824608810,156 +"mom_2",0.8500197963550469,1613824608810,156 +"eps_2",1e-05,1613824608810,156 +"train_loss",0.47623408,1613824609692,157 +"raw_loss",0.64930356,1613824609692,157 +"wd_0",0.01,1613824609692,157 +"sqr_mom_0",0.99,1613824609692,157 +"lr_0",9.999839301519797e-05,1613824609692,157 +"mom_0",0.8500016739425021,1613824609692,157 +"eps_0",1e-05,1613824609692,157 +"wd_1",0.01,1613824609692,157 +"sqr_mom_1",0.99,1613824609692,157 +"lr_1",9.999839301519797e-05,1613824609692,157 +"mom_1",0.8500016739425021,1613824609692,157 +"eps_1",1e-05,1613824609692,157 +"wd_2",0.01,1613824609692,157 +"sqr_mom_2",0.99,1613824609692,157 +"lr_2",0.0009999839301519796,1613824609692,157 +"mom_2",0.8500016739425021,1613824609692,157 +"eps_2",1e-05,1613824609692,157 +"train_loss",0.46952456,1613824610573,158 +"raw_loss",0.15426601,1613824610573,158 +"wd_0",0.01,1613824610573,158 +"sqr_mom_0",0.99,1613824610573,158 +"lr_0",6.97034675332894e-05,1613824610573,158 +"mom_0",0.8802968354350649,1613824610573,158 +"eps_0",1e-05,1613824610573,158 +"wd_1",0.01,1613824610573,158 +"sqr_mom_1",0.99,1613824610573,158 +"lr_1",6.97034675332894e-05,1613824610573,158 +"mom_1",0.8802968354350649,1613824610573,158 +"eps_1",1e-05,1613824610573,158 +"wd_2",0.01,1613824610573,158 +"sqr_mom_2",0.99,1613824610573,158 +"lr_2",0.000697034675332894,1613824610573,158 +"mom_2",0.8802968354350649,1613824610573,158 +"eps_2",1e-05,1613824610573,158 +"valid_loss",0.363145112991333,1613824627496,158 +"_rmse",0.602615237236023,1613824627496,158 +"epoch",1,1613824627496,158