| { | |
| "best_metric": 0.25240224599838257, | |
| "best_model_checkpoint": "./vit-huge-binary-isic-patch-14/checkpoint-800", | |
| "epoch": 4.0, | |
| "global_step": 4304, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.01, | |
| "learning_rate": 0.0001995353159851301, | |
| "loss": 0.5562, | |
| "step": 10 | |
| }, | |
| { | |
| "epoch": 0.02, | |
| "learning_rate": 0.00019907063197026022, | |
| "loss": 0.4082, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 0.03, | |
| "learning_rate": 0.00019860594795539035, | |
| "loss": 0.3086, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 0.04, | |
| "learning_rate": 0.00019814126394052047, | |
| "loss": 0.3847, | |
| "step": 40 | |
| }, | |
| { | |
| "epoch": 0.05, | |
| "learning_rate": 0.00019767657992565056, | |
| "loss": 0.3334, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 0.06, | |
| "learning_rate": 0.00019721189591078068, | |
| "loss": 0.458, | |
| "step": 60 | |
| }, | |
| { | |
| "epoch": 0.07, | |
| "learning_rate": 0.00019674721189591078, | |
| "loss": 0.3958, | |
| "step": 70 | |
| }, | |
| { | |
| "epoch": 0.07, | |
| "learning_rate": 0.00019628252788104092, | |
| "loss": 0.3828, | |
| "step": 80 | |
| }, | |
| { | |
| "epoch": 0.08, | |
| "learning_rate": 0.00019581784386617102, | |
| "loss": 0.3502, | |
| "step": 90 | |
| }, | |
| { | |
| "epoch": 0.09, | |
| "learning_rate": 0.0001953531598513011, | |
| "loss": 0.3123, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 0.09, | |
| "eval_accuracy": 0.863403382880574, | |
| "eval_f1": 0.863403382880574, | |
| "eval_loss": 0.2953588366508484, | |
| "eval_precision": 0.863403382880574, | |
| "eval_recall": 0.863403382880574, | |
| "eval_runtime": 91.5607, | |
| "eval_samples_per_second": 85.233, | |
| "eval_steps_per_second": 10.66, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 0.1, | |
| "learning_rate": 0.00019488847583643123, | |
| "loss": 0.2994, | |
| "step": 110 | |
| }, | |
| { | |
| "epoch": 0.11, | |
| "learning_rate": 0.00019442379182156135, | |
| "loss": 0.3201, | |
| "step": 120 | |
| }, | |
| { | |
| "epoch": 0.12, | |
| "learning_rate": 0.00019395910780669148, | |
| "loss": 0.252, | |
| "step": 130 | |
| }, | |
| { | |
| "epoch": 0.13, | |
| "learning_rate": 0.00019349442379182157, | |
| "loss": 0.3308, | |
| "step": 140 | |
| }, | |
| { | |
| "epoch": 0.14, | |
| "learning_rate": 0.0001930297397769517, | |
| "loss": 0.2456, | |
| "step": 150 | |
| }, | |
| { | |
| "epoch": 0.15, | |
| "learning_rate": 0.00019256505576208178, | |
| "loss": 0.2006, | |
| "step": 160 | |
| }, | |
| { | |
| "epoch": 0.16, | |
| "learning_rate": 0.0001921003717472119, | |
| "loss": 0.3072, | |
| "step": 170 | |
| }, | |
| { | |
| "epoch": 0.17, | |
| "learning_rate": 0.00019163568773234203, | |
| "loss": 0.2711, | |
| "step": 180 | |
| }, | |
| { | |
| "epoch": 0.18, | |
| "learning_rate": 0.00019117100371747212, | |
| "loss": 0.2232, | |
| "step": 190 | |
| }, | |
| { | |
| "epoch": 0.19, | |
| "learning_rate": 0.00019070631970260224, | |
| "loss": 0.2976, | |
| "step": 200 | |
| }, | |
| { | |
| "epoch": 0.19, | |
| "eval_accuracy": 0.8550743208610969, | |
| "eval_f1": 0.8550743208610969, | |
| "eval_loss": 0.3113795220851898, | |
| "eval_precision": 0.8550743208610969, | |
| "eval_recall": 0.8550743208610969, | |
| "eval_runtime": 92.2022, | |
| "eval_samples_per_second": 84.64, | |
| "eval_steps_per_second": 10.585, | |
| "step": 200 | |
| }, | |
| { | |
| "epoch": 0.2, | |
| "learning_rate": 0.00019024163568773234, | |
| "loss": 0.2375, | |
| "step": 210 | |
| }, | |
| { | |
| "epoch": 0.2, | |
| "learning_rate": 0.00018977695167286246, | |
| "loss": 0.2695, | |
| "step": 220 | |
| }, | |
| { | |
| "epoch": 0.21, | |
| "learning_rate": 0.00018931226765799258, | |
| "loss": 0.2118, | |
| "step": 230 | |
| }, | |
| { | |
| "epoch": 0.22, | |
| "learning_rate": 0.0001888475836431227, | |
| "loss": 0.1882, | |
| "step": 240 | |
| }, | |
| { | |
| "epoch": 0.23, | |
| "learning_rate": 0.0001883828996282528, | |
| "loss": 0.1999, | |
| "step": 250 | |
| }, | |
| { | |
| "epoch": 0.24, | |
| "learning_rate": 0.00018791821561338291, | |
| "loss": 0.1954, | |
| "step": 260 | |
| }, | |
| { | |
| "epoch": 0.25, | |
| "learning_rate": 0.000187453531598513, | |
| "loss": 0.2272, | |
| "step": 270 | |
| }, | |
| { | |
| "epoch": 0.26, | |
| "learning_rate": 0.00018698884758364313, | |
| "loss": 0.205, | |
| "step": 280 | |
| }, | |
| { | |
| "epoch": 0.27, | |
| "learning_rate": 0.00018652416356877325, | |
| "loss": 0.3373, | |
| "step": 290 | |
| }, | |
| { | |
| "epoch": 0.28, | |
| "learning_rate": 0.00018605947955390334, | |
| "loss": 0.3031, | |
| "step": 300 | |
| }, | |
| { | |
| "epoch": 0.28, | |
| "eval_accuracy": 0.8070220399794977, | |
| "eval_f1": 0.8070220399794977, | |
| "eval_loss": 0.379940003156662, | |
| "eval_precision": 0.8070220399794977, | |
| "eval_recall": 0.8070220399794977, | |
| "eval_runtime": 92.6462, | |
| "eval_samples_per_second": 84.234, | |
| "eval_steps_per_second": 10.535, | |
| "step": 300 | |
| }, | |
| { | |
| "epoch": 0.29, | |
| "learning_rate": 0.00018559479553903347, | |
| "loss": 0.1839, | |
| "step": 310 | |
| }, | |
| { | |
| "epoch": 0.3, | |
| "learning_rate": 0.00018513011152416359, | |
| "loss": 0.1897, | |
| "step": 320 | |
| }, | |
| { | |
| "epoch": 0.31, | |
| "learning_rate": 0.0001846654275092937, | |
| "loss": 0.1675, | |
| "step": 330 | |
| }, | |
| { | |
| "epoch": 0.32, | |
| "learning_rate": 0.0001842007434944238, | |
| "loss": 0.2206, | |
| "step": 340 | |
| }, | |
| { | |
| "epoch": 0.33, | |
| "learning_rate": 0.0001837360594795539, | |
| "loss": 0.2195, | |
| "step": 350 | |
| }, | |
| { | |
| "epoch": 0.33, | |
| "learning_rate": 0.00018327137546468402, | |
| "loss": 0.2467, | |
| "step": 360 | |
| }, | |
| { | |
| "epoch": 0.34, | |
| "learning_rate": 0.00018280669144981414, | |
| "loss": 0.1618, | |
| "step": 370 | |
| }, | |
| { | |
| "epoch": 0.35, | |
| "learning_rate": 0.00018234200743494426, | |
| "loss": 0.1507, | |
| "step": 380 | |
| }, | |
| { | |
| "epoch": 0.36, | |
| "learning_rate": 0.00018187732342007435, | |
| "loss": 0.1775, | |
| "step": 390 | |
| }, | |
| { | |
| "epoch": 0.37, | |
| "learning_rate": 0.00018141263940520447, | |
| "loss": 0.2181, | |
| "step": 400 | |
| }, | |
| { | |
| "epoch": 0.37, | |
| "eval_accuracy": 0.8937724243977447, | |
| "eval_f1": 0.8937724243977447, | |
| "eval_loss": 0.25412753224372864, | |
| "eval_precision": 0.8937724243977447, | |
| "eval_recall": 0.8937724243977447, | |
| "eval_runtime": 92.6708, | |
| "eval_samples_per_second": 84.212, | |
| "eval_steps_per_second": 10.532, | |
| "step": 400 | |
| }, | |
| { | |
| "epoch": 0.38, | |
| "learning_rate": 0.00018094795539033457, | |
| "loss": 0.1969, | |
| "step": 410 | |
| }, | |
| { | |
| "epoch": 0.39, | |
| "learning_rate": 0.0001804832713754647, | |
| "loss": 0.2014, | |
| "step": 420 | |
| }, | |
| { | |
| "epoch": 0.4, | |
| "learning_rate": 0.0001800185873605948, | |
| "loss": 0.1874, | |
| "step": 430 | |
| }, | |
| { | |
| "epoch": 0.41, | |
| "learning_rate": 0.0001795539033457249, | |
| "loss": 0.1961, | |
| "step": 440 | |
| }, | |
| { | |
| "epoch": 0.42, | |
| "learning_rate": 0.00017908921933085502, | |
| "loss": 0.1848, | |
| "step": 450 | |
| }, | |
| { | |
| "epoch": 0.43, | |
| "learning_rate": 0.00017862453531598512, | |
| "loss": 0.1447, | |
| "step": 460 | |
| }, | |
| { | |
| "epoch": 0.44, | |
| "learning_rate": 0.00017815985130111527, | |
| "loss": 0.1325, | |
| "step": 470 | |
| }, | |
| { | |
| "epoch": 0.45, | |
| "learning_rate": 0.00017769516728624536, | |
| "loss": 0.1, | |
| "step": 480 | |
| }, | |
| { | |
| "epoch": 0.46, | |
| "learning_rate": 0.00017723048327137548, | |
| "loss": 0.1811, | |
| "step": 490 | |
| }, | |
| { | |
| "epoch": 0.46, | |
| "learning_rate": 0.00017676579925650558, | |
| "loss": 0.2653, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 0.46, | |
| "eval_accuracy": 0.8580215274218349, | |
| "eval_f1": 0.8580215274218349, | |
| "eval_loss": 0.2780448794364929, | |
| "eval_precision": 0.8580215274218349, | |
| "eval_recall": 0.8580215274218349, | |
| "eval_runtime": 92.4137, | |
| "eval_samples_per_second": 84.446, | |
| "eval_steps_per_second": 10.561, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 0.47, | |
| "learning_rate": 0.0001763011152416357, | |
| "loss": 0.1537, | |
| "step": 510 | |
| }, | |
| { | |
| "epoch": 0.48, | |
| "learning_rate": 0.00017583643122676582, | |
| "loss": 0.2363, | |
| "step": 520 | |
| }, | |
| { | |
| "epoch": 0.49, | |
| "learning_rate": 0.0001753717472118959, | |
| "loss": 0.2102, | |
| "step": 530 | |
| }, | |
| { | |
| "epoch": 0.5, | |
| "learning_rate": 0.00017490706319702603, | |
| "loss": 0.1326, | |
| "step": 540 | |
| }, | |
| { | |
| "epoch": 0.51, | |
| "learning_rate": 0.00017444237918215613, | |
| "loss": 0.1131, | |
| "step": 550 | |
| }, | |
| { | |
| "epoch": 0.52, | |
| "learning_rate": 0.00017397769516728625, | |
| "loss": 0.1966, | |
| "step": 560 | |
| }, | |
| { | |
| "epoch": 0.53, | |
| "learning_rate": 0.00017351301115241637, | |
| "loss": 0.1552, | |
| "step": 570 | |
| }, | |
| { | |
| "epoch": 0.54, | |
| "learning_rate": 0.0001730483271375465, | |
| "loss": 0.1134, | |
| "step": 580 | |
| }, | |
| { | |
| "epoch": 0.55, | |
| "learning_rate": 0.00017258364312267658, | |
| "loss": 0.2267, | |
| "step": 590 | |
| }, | |
| { | |
| "epoch": 0.56, | |
| "learning_rate": 0.0001721189591078067, | |
| "loss": 0.1503, | |
| "step": 600 | |
| }, | |
| { | |
| "epoch": 0.56, | |
| "eval_accuracy": 0.8956945156330087, | |
| "eval_f1": 0.8956945156330087, | |
| "eval_loss": 0.2552449703216553, | |
| "eval_precision": 0.8956945156330087, | |
| "eval_recall": 0.8956945156330087, | |
| "eval_runtime": 92.3082, | |
| "eval_samples_per_second": 84.543, | |
| "eval_steps_per_second": 10.573, | |
| "step": 600 | |
| }, | |
| { | |
| "epoch": 0.57, | |
| "learning_rate": 0.0001716542750929368, | |
| "loss": 0.1045, | |
| "step": 610 | |
| }, | |
| { | |
| "epoch": 0.58, | |
| "learning_rate": 0.00017118959107806692, | |
| "loss": 0.1835, | |
| "step": 620 | |
| }, | |
| { | |
| "epoch": 0.59, | |
| "learning_rate": 0.00017072490706319704, | |
| "loss": 0.1509, | |
| "step": 630 | |
| }, | |
| { | |
| "epoch": 0.59, | |
| "learning_rate": 0.00017026022304832714, | |
| "loss": 0.2186, | |
| "step": 640 | |
| }, | |
| { | |
| "epoch": 0.6, | |
| "learning_rate": 0.00016979553903345726, | |
| "loss": 0.1346, | |
| "step": 650 | |
| }, | |
| { | |
| "epoch": 0.61, | |
| "learning_rate": 0.00016933085501858735, | |
| "loss": 0.1934, | |
| "step": 660 | |
| }, | |
| { | |
| "epoch": 0.62, | |
| "learning_rate": 0.0001688661710037175, | |
| "loss": 0.1435, | |
| "step": 670 | |
| }, | |
| { | |
| "epoch": 0.63, | |
| "learning_rate": 0.0001684014869888476, | |
| "loss": 0.1337, | |
| "step": 680 | |
| }, | |
| { | |
| "epoch": 0.64, | |
| "learning_rate": 0.00016793680297397771, | |
| "loss": 0.1298, | |
| "step": 690 | |
| }, | |
| { | |
| "epoch": 0.65, | |
| "learning_rate": 0.0001674721189591078, | |
| "loss": 0.2676, | |
| "step": 700 | |
| }, | |
| { | |
| "epoch": 0.65, | |
| "eval_accuracy": 0.8717324449000513, | |
| "eval_f1": 0.8717324449000513, | |
| "eval_loss": 0.3207263648509979, | |
| "eval_precision": 0.8717324449000513, | |
| "eval_recall": 0.8717324449000513, | |
| "eval_runtime": 92.1549, | |
| "eval_samples_per_second": 84.684, | |
| "eval_steps_per_second": 10.591, | |
| "step": 700 | |
| }, | |
| { | |
| "epoch": 0.66, | |
| "learning_rate": 0.00016700743494423793, | |
| "loss": 0.2731, | |
| "step": 710 | |
| }, | |
| { | |
| "epoch": 0.67, | |
| "learning_rate": 0.00016654275092936805, | |
| "loss": 0.2188, | |
| "step": 720 | |
| }, | |
| { | |
| "epoch": 0.68, | |
| "learning_rate": 0.00016607806691449814, | |
| "loss": 0.1493, | |
| "step": 730 | |
| }, | |
| { | |
| "epoch": 0.69, | |
| "learning_rate": 0.00016561338289962827, | |
| "loss": 0.1779, | |
| "step": 740 | |
| }, | |
| { | |
| "epoch": 0.7, | |
| "learning_rate": 0.00016514869888475836, | |
| "loss": 0.0961, | |
| "step": 750 | |
| }, | |
| { | |
| "epoch": 0.71, | |
| "learning_rate": 0.00016468401486988848, | |
| "loss": 0.0899, | |
| "step": 760 | |
| }, | |
| { | |
| "epoch": 0.72, | |
| "learning_rate": 0.0001642193308550186, | |
| "loss": 0.1392, | |
| "step": 770 | |
| }, | |
| { | |
| "epoch": 0.72, | |
| "learning_rate": 0.00016375464684014872, | |
| "loss": 0.2668, | |
| "step": 780 | |
| }, | |
| { | |
| "epoch": 0.73, | |
| "learning_rate": 0.00016328996282527882, | |
| "loss": 0.1382, | |
| "step": 790 | |
| }, | |
| { | |
| "epoch": 0.74, | |
| "learning_rate": 0.0001628252788104089, | |
| "loss": 0.1188, | |
| "step": 800 | |
| }, | |
| { | |
| "epoch": 0.74, | |
| "eval_accuracy": 0.890953357252691, | |
| "eval_f1": 0.8909533572526911, | |
| "eval_loss": 0.25240224599838257, | |
| "eval_precision": 0.890953357252691, | |
| "eval_recall": 0.890953357252691, | |
| "eval_runtime": 92.139, | |
| "eval_samples_per_second": 84.698, | |
| "eval_steps_per_second": 10.593, | |
| "step": 800 | |
| }, | |
| { | |
| "epoch": 0.75, | |
| "learning_rate": 0.00016236059479553903, | |
| "loss": 0.0775, | |
| "step": 810 | |
| }, | |
| { | |
| "epoch": 0.76, | |
| "learning_rate": 0.00016189591078066915, | |
| "loss": 0.1547, | |
| "step": 820 | |
| }, | |
| { | |
| "epoch": 0.77, | |
| "learning_rate": 0.00016143122676579927, | |
| "loss": 0.1655, | |
| "step": 830 | |
| }, | |
| { | |
| "epoch": 0.78, | |
| "learning_rate": 0.00016096654275092937, | |
| "loss": 0.1717, | |
| "step": 840 | |
| }, | |
| { | |
| "epoch": 0.79, | |
| "learning_rate": 0.0001605018587360595, | |
| "loss": 0.1853, | |
| "step": 850 | |
| }, | |
| { | |
| "epoch": 0.8, | |
| "learning_rate": 0.0001600371747211896, | |
| "loss": 0.0861, | |
| "step": 860 | |
| }, | |
| { | |
| "epoch": 0.81, | |
| "learning_rate": 0.0001595724907063197, | |
| "loss": 0.1394, | |
| "step": 870 | |
| }, | |
| { | |
| "epoch": 0.82, | |
| "learning_rate": 0.00015910780669144982, | |
| "loss": 0.0985, | |
| "step": 880 | |
| }, | |
| { | |
| "epoch": 0.83, | |
| "learning_rate": 0.00015864312267657992, | |
| "loss": 0.0816, | |
| "step": 890 | |
| }, | |
| { | |
| "epoch": 0.84, | |
| "learning_rate": 0.00015817843866171004, | |
| "loss": 0.0759, | |
| "step": 900 | |
| }, | |
| { | |
| "epoch": 0.84, | |
| "eval_accuracy": 0.8873654536135315, | |
| "eval_f1": 0.8873654536135316, | |
| "eval_loss": 0.3596409261226654, | |
| "eval_precision": 0.8873654536135315, | |
| "eval_recall": 0.8873654536135315, | |
| "eval_runtime": 91.8664, | |
| "eval_samples_per_second": 84.949, | |
| "eval_steps_per_second": 10.624, | |
| "step": 900 | |
| }, | |
| { | |
| "epoch": 0.85, | |
| "learning_rate": 0.00015771375464684016, | |
| "loss": 0.1318, | |
| "step": 910 | |
| }, | |
| { | |
| "epoch": 0.86, | |
| "learning_rate": 0.00015724907063197028, | |
| "loss": 0.1159, | |
| "step": 920 | |
| }, | |
| { | |
| "epoch": 0.86, | |
| "learning_rate": 0.00015678438661710038, | |
| "loss": 0.1157, | |
| "step": 930 | |
| }, | |
| { | |
| "epoch": 0.87, | |
| "learning_rate": 0.0001563197026022305, | |
| "loss": 0.2492, | |
| "step": 940 | |
| }, | |
| { | |
| "epoch": 0.88, | |
| "learning_rate": 0.0001558550185873606, | |
| "loss": 0.0462, | |
| "step": 950 | |
| }, | |
| { | |
| "epoch": 0.89, | |
| "learning_rate": 0.0001553903345724907, | |
| "loss": 0.1103, | |
| "step": 960 | |
| }, | |
| { | |
| "epoch": 0.9, | |
| "learning_rate": 0.00015492565055762083, | |
| "loss": 0.1006, | |
| "step": 970 | |
| }, | |
| { | |
| "epoch": 0.91, | |
| "learning_rate": 0.00015446096654275093, | |
| "loss": 0.0814, | |
| "step": 980 | |
| }, | |
| { | |
| "epoch": 0.92, | |
| "learning_rate": 0.00015399628252788105, | |
| "loss": 0.1542, | |
| "step": 990 | |
| }, | |
| { | |
| "epoch": 0.93, | |
| "learning_rate": 0.00015353159851301114, | |
| "loss": 0.0516, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 0.93, | |
| "eval_accuracy": 0.8981291645310098, | |
| "eval_f1": 0.8981291645310098, | |
| "eval_loss": 0.3129494786262512, | |
| "eval_precision": 0.8981291645310098, | |
| "eval_recall": 0.8981291645310098, | |
| "eval_runtime": 94.5744, | |
| "eval_samples_per_second": 82.517, | |
| "eval_steps_per_second": 10.32, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 0.94, | |
| "learning_rate": 0.0001530669144981413, | |
| "loss": 0.0601, | |
| "step": 1010 | |
| }, | |
| { | |
| "epoch": 0.95, | |
| "learning_rate": 0.00015260223048327138, | |
| "loss": 0.0724, | |
| "step": 1020 | |
| }, | |
| { | |
| "epoch": 0.96, | |
| "learning_rate": 0.0001521375464684015, | |
| "loss": 0.067, | |
| "step": 1030 | |
| }, | |
| { | |
| "epoch": 0.97, | |
| "learning_rate": 0.0001516728624535316, | |
| "loss": 0.0613, | |
| "step": 1040 | |
| }, | |
| { | |
| "epoch": 0.98, | |
| "learning_rate": 0.00015120817843866172, | |
| "loss": 0.1523, | |
| "step": 1050 | |
| }, | |
| { | |
| "epoch": 0.99, | |
| "learning_rate": 0.00015074349442379184, | |
| "loss": 0.0731, | |
| "step": 1060 | |
| }, | |
| { | |
| "epoch": 0.99, | |
| "learning_rate": 0.00015027881040892194, | |
| "loss": 0.0993, | |
| "step": 1070 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "learning_rate": 0.00014981412639405206, | |
| "loss": 0.0452, | |
| "step": 1080 | |
| }, | |
| { | |
| "epoch": 1.01, | |
| "learning_rate": 0.00014934944237918215, | |
| "loss": 0.0471, | |
| "step": 1090 | |
| }, | |
| { | |
| "epoch": 1.02, | |
| "learning_rate": 0.00014888475836431227, | |
| "loss": 0.038, | |
| "step": 1100 | |
| }, | |
| { | |
| "epoch": 1.02, | |
| "eval_accuracy": 0.889031266017427, | |
| "eval_f1": 0.889031266017427, | |
| "eval_loss": 0.32584044337272644, | |
| "eval_precision": 0.889031266017427, | |
| "eval_recall": 0.889031266017427, | |
| "eval_runtime": 92.4379, | |
| "eval_samples_per_second": 84.424, | |
| "eval_steps_per_second": 10.558, | |
| "step": 1100 | |
| }, | |
| { | |
| "epoch": 1.03, | |
| "learning_rate": 0.0001484200743494424, | |
| "loss": 0.0085, | |
| "step": 1110 | |
| }, | |
| { | |
| "epoch": 1.04, | |
| "learning_rate": 0.00014795539033457251, | |
| "loss": 0.0971, | |
| "step": 1120 | |
| }, | |
| { | |
| "epoch": 1.05, | |
| "learning_rate": 0.0001474907063197026, | |
| "loss": 0.0273, | |
| "step": 1130 | |
| }, | |
| { | |
| "epoch": 1.06, | |
| "learning_rate": 0.0001470260223048327, | |
| "loss": 0.1287, | |
| "step": 1140 | |
| }, | |
| { | |
| "epoch": 1.07, | |
| "learning_rate": 0.00014656133828996282, | |
| "loss": 0.0652, | |
| "step": 1150 | |
| }, | |
| { | |
| "epoch": 1.08, | |
| "learning_rate": 0.00014609665427509294, | |
| "loss": 0.0718, | |
| "step": 1160 | |
| }, | |
| { | |
| "epoch": 1.09, | |
| "learning_rate": 0.00014563197026022307, | |
| "loss": 0.0116, | |
| "step": 1170 | |
| }, | |
| { | |
| "epoch": 1.1, | |
| "learning_rate": 0.00014516728624535316, | |
| "loss": 0.0607, | |
| "step": 1180 | |
| }, | |
| { | |
| "epoch": 1.11, | |
| "learning_rate": 0.00014470260223048328, | |
| "loss": 0.0563, | |
| "step": 1190 | |
| }, | |
| { | |
| "epoch": 1.12, | |
| "learning_rate": 0.00014423791821561337, | |
| "loss": 0.1238, | |
| "step": 1200 | |
| }, | |
| { | |
| "epoch": 1.12, | |
| "eval_accuracy": 0.882752434648898, | |
| "eval_f1": 0.882752434648898, | |
| "eval_loss": 0.32924678921699524, | |
| "eval_precision": 0.882752434648898, | |
| "eval_recall": 0.882752434648898, | |
| "eval_runtime": 93.6447, | |
| "eval_samples_per_second": 83.336, | |
| "eval_steps_per_second": 10.422, | |
| "step": 1200 | |
| }, | |
| { | |
| "epoch": 1.12, | |
| "learning_rate": 0.00014377323420074352, | |
| "loss": 0.0689, | |
| "step": 1210 | |
| }, | |
| { | |
| "epoch": 1.13, | |
| "learning_rate": 0.00014330855018587362, | |
| "loss": 0.0363, | |
| "step": 1220 | |
| }, | |
| { | |
| "epoch": 1.14, | |
| "learning_rate": 0.0001428438661710037, | |
| "loss": 0.1051, | |
| "step": 1230 | |
| }, | |
| { | |
| "epoch": 1.15, | |
| "learning_rate": 0.00014237918215613383, | |
| "loss": 0.0497, | |
| "step": 1240 | |
| }, | |
| { | |
| "epoch": 1.16, | |
| "learning_rate": 0.00014191449814126395, | |
| "loss": 0.0374, | |
| "step": 1250 | |
| }, | |
| { | |
| "epoch": 1.17, | |
| "learning_rate": 0.00014144981412639407, | |
| "loss": 0.0399, | |
| "step": 1260 | |
| }, | |
| { | |
| "epoch": 1.18, | |
| "learning_rate": 0.00014098513011152417, | |
| "loss": 0.0204, | |
| "step": 1270 | |
| }, | |
| { | |
| "epoch": 1.19, | |
| "learning_rate": 0.0001405204460966543, | |
| "loss": 0.04, | |
| "step": 1280 | |
| }, | |
| { | |
| "epoch": 1.2, | |
| "learning_rate": 0.00014005576208178438, | |
| "loss": 0.1107, | |
| "step": 1290 | |
| }, | |
| { | |
| "epoch": 1.21, | |
| "learning_rate": 0.0001395910780669145, | |
| "loss": 0.0557, | |
| "step": 1300 | |
| }, | |
| { | |
| "epoch": 1.21, | |
| "eval_accuracy": 0.8769861609431061, | |
| "eval_f1": 0.8769861609431061, | |
| "eval_loss": 0.36667320132255554, | |
| "eval_precision": 0.8769861609431061, | |
| "eval_recall": 0.8769861609431061, | |
| "eval_runtime": 92.8586, | |
| "eval_samples_per_second": 84.042, | |
| "eval_steps_per_second": 10.511, | |
| "step": 1300 | |
| }, | |
| { | |
| "epoch": 1.22, | |
| "learning_rate": 0.00013912639405204463, | |
| "loss": 0.0353, | |
| "step": 1310 | |
| }, | |
| { | |
| "epoch": 1.23, | |
| "learning_rate": 0.00013866171003717472, | |
| "loss": 0.0279, | |
| "step": 1320 | |
| }, | |
| { | |
| "epoch": 1.24, | |
| "learning_rate": 0.00013819702602230484, | |
| "loss": 0.0738, | |
| "step": 1330 | |
| }, | |
| { | |
| "epoch": 1.25, | |
| "learning_rate": 0.00013773234200743493, | |
| "loss": 0.0223, | |
| "step": 1340 | |
| }, | |
| { | |
| "epoch": 1.25, | |
| "learning_rate": 0.00013726765799256506, | |
| "loss": 0.0074, | |
| "step": 1350 | |
| }, | |
| { | |
| "epoch": 1.26, | |
| "learning_rate": 0.00013680297397769518, | |
| "loss": 0.0685, | |
| "step": 1360 | |
| }, | |
| { | |
| "epoch": 1.27, | |
| "learning_rate": 0.0001363382899628253, | |
| "loss": 0.0575, | |
| "step": 1370 | |
| }, | |
| { | |
| "epoch": 1.28, | |
| "learning_rate": 0.0001358736059479554, | |
| "loss": 0.0181, | |
| "step": 1380 | |
| }, | |
| { | |
| "epoch": 1.29, | |
| "learning_rate": 0.00013540892193308549, | |
| "loss": 0.0135, | |
| "step": 1390 | |
| }, | |
| { | |
| "epoch": 1.3, | |
| "learning_rate": 0.00013494423791821563, | |
| "loss": 0.0586, | |
| "step": 1400 | |
| }, | |
| { | |
| "epoch": 1.3, | |
| "eval_accuracy": 0.9014607893388006, | |
| "eval_f1": 0.9014607893388006, | |
| "eval_loss": 0.38582801818847656, | |
| "eval_precision": 0.9014607893388006, | |
| "eval_recall": 0.9014607893388006, | |
| "eval_runtime": 92.855, | |
| "eval_samples_per_second": 84.045, | |
| "eval_steps_per_second": 10.511, | |
| "step": 1400 | |
| }, | |
| { | |
| "epoch": 1.31, | |
| "learning_rate": 0.00013447955390334573, | |
| "loss": 0.0155, | |
| "step": 1410 | |
| }, | |
| { | |
| "epoch": 1.32, | |
| "learning_rate": 0.00013401486988847585, | |
| "loss": 0.0233, | |
| "step": 1420 | |
| }, | |
| { | |
| "epoch": 1.33, | |
| "learning_rate": 0.00013355018587360594, | |
| "loss": 0.0178, | |
| "step": 1430 | |
| }, | |
| { | |
| "epoch": 1.34, | |
| "learning_rate": 0.00013308550185873606, | |
| "loss": 0.0489, | |
| "step": 1440 | |
| }, | |
| { | |
| "epoch": 1.35, | |
| "learning_rate": 0.00013262081784386618, | |
| "loss": 0.0361, | |
| "step": 1450 | |
| }, | |
| { | |
| "epoch": 1.36, | |
| "learning_rate": 0.0001321561338289963, | |
| "loss": 0.0862, | |
| "step": 1460 | |
| }, | |
| { | |
| "epoch": 1.37, | |
| "learning_rate": 0.0001316914498141264, | |
| "loss": 0.0388, | |
| "step": 1470 | |
| }, | |
| { | |
| "epoch": 1.38, | |
| "learning_rate": 0.0001312267657992565, | |
| "loss": 0.0143, | |
| "step": 1480 | |
| }, | |
| { | |
| "epoch": 1.38, | |
| "learning_rate": 0.00013076208178438661, | |
| "loss": 0.0197, | |
| "step": 1490 | |
| }, | |
| { | |
| "epoch": 1.39, | |
| "learning_rate": 0.00013029739776951674, | |
| "loss": 0.063, | |
| "step": 1500 | |
| }, | |
| { | |
| "epoch": 1.39, | |
| "eval_accuracy": 0.9060738083034341, | |
| "eval_f1": 0.9060738083034341, | |
| "eval_loss": 0.33708447217941284, | |
| "eval_precision": 0.9060738083034341, | |
| "eval_recall": 0.9060738083034341, | |
| "eval_runtime": 92.6645, | |
| "eval_samples_per_second": 84.218, | |
| "eval_steps_per_second": 10.533, | |
| "step": 1500 | |
| }, | |
| { | |
| "epoch": 1.4, | |
| "learning_rate": 0.00012983271375464686, | |
| "loss": 0.0711, | |
| "step": 1510 | |
| }, | |
| { | |
| "epoch": 1.41, | |
| "learning_rate": 0.00012936802973977695, | |
| "loss": 0.035, | |
| "step": 1520 | |
| }, | |
| { | |
| "epoch": 1.42, | |
| "learning_rate": 0.00012890334572490707, | |
| "loss": 0.0224, | |
| "step": 1530 | |
| }, | |
| { | |
| "epoch": 1.43, | |
| "learning_rate": 0.00012843866171003717, | |
| "loss": 0.0657, | |
| "step": 1540 | |
| }, | |
| { | |
| "epoch": 1.44, | |
| "learning_rate": 0.00012797397769516731, | |
| "loss": 0.0127, | |
| "step": 1550 | |
| }, | |
| { | |
| "epoch": 1.45, | |
| "learning_rate": 0.0001275092936802974, | |
| "loss": 0.0074, | |
| "step": 1560 | |
| }, | |
| { | |
| "epoch": 1.46, | |
| "learning_rate": 0.0001270446096654275, | |
| "loss": 0.0391, | |
| "step": 1570 | |
| }, | |
| { | |
| "epoch": 1.47, | |
| "learning_rate": 0.00012657992565055762, | |
| "loss": 0.032, | |
| "step": 1580 | |
| }, | |
| { | |
| "epoch": 1.48, | |
| "learning_rate": 0.00012611524163568772, | |
| "loss": 0.0387, | |
| "step": 1590 | |
| }, | |
| { | |
| "epoch": 1.49, | |
| "learning_rate": 0.00012565055762081787, | |
| "loss": 0.0351, | |
| "step": 1600 | |
| }, | |
| { | |
| "epoch": 1.49, | |
| "eval_accuracy": 0.8995386981035366, | |
| "eval_f1": 0.8995386981035366, | |
| "eval_loss": 0.34623944759368896, | |
| "eval_precision": 0.8995386981035366, | |
| "eval_recall": 0.8995386981035366, | |
| "eval_runtime": 92.6076, | |
| "eval_samples_per_second": 84.269, | |
| "eval_steps_per_second": 10.539, | |
| "step": 1600 | |
| }, | |
| { | |
| "epoch": 1.5, | |
| "learning_rate": 0.00012518587360594796, | |
| "loss": 0.0085, | |
| "step": 1610 | |
| }, | |
| { | |
| "epoch": 1.51, | |
| "learning_rate": 0.00012472118959107808, | |
| "loss": 0.018, | |
| "step": 1620 | |
| }, | |
| { | |
| "epoch": 1.51, | |
| "learning_rate": 0.00012425650557620817, | |
| "loss": 0.0377, | |
| "step": 1630 | |
| }, | |
| { | |
| "epoch": 1.52, | |
| "learning_rate": 0.0001237918215613383, | |
| "loss": 0.032, | |
| "step": 1640 | |
| }, | |
| { | |
| "epoch": 1.53, | |
| "learning_rate": 0.00012332713754646842, | |
| "loss": 0.0042, | |
| "step": 1650 | |
| }, | |
| { | |
| "epoch": 1.54, | |
| "learning_rate": 0.0001228624535315985, | |
| "loss": 0.084, | |
| "step": 1660 | |
| }, | |
| { | |
| "epoch": 1.55, | |
| "learning_rate": 0.00012239776951672863, | |
| "loss": 0.0465, | |
| "step": 1670 | |
| }, | |
| { | |
| "epoch": 1.56, | |
| "learning_rate": 0.00012193308550185874, | |
| "loss": 0.0135, | |
| "step": 1680 | |
| }, | |
| { | |
| "epoch": 1.57, | |
| "learning_rate": 0.00012146840148698886, | |
| "loss": 0.0174, | |
| "step": 1690 | |
| }, | |
| { | |
| "epoch": 1.58, | |
| "learning_rate": 0.00012100371747211895, | |
| "loss": 0.0149, | |
| "step": 1700 | |
| }, | |
| { | |
| "epoch": 1.58, | |
| "eval_accuracy": 0.8860840594566889, | |
| "eval_f1": 0.8860840594566889, | |
| "eval_loss": 0.46222245693206787, | |
| "eval_precision": 0.8860840594566889, | |
| "eval_recall": 0.8860840594566889, | |
| "eval_runtime": 92.5535, | |
| "eval_samples_per_second": 84.319, | |
| "eval_steps_per_second": 10.545, | |
| "step": 1700 | |
| }, | |
| { | |
| "epoch": 1.59, | |
| "learning_rate": 0.00012053903345724909, | |
| "loss": 0.0227, | |
| "step": 1710 | |
| }, | |
| { | |
| "epoch": 1.6, | |
| "learning_rate": 0.00012007434944237918, | |
| "loss": 0.0755, | |
| "step": 1720 | |
| }, | |
| { | |
| "epoch": 1.61, | |
| "learning_rate": 0.0001196096654275093, | |
| "loss": 0.0266, | |
| "step": 1730 | |
| }, | |
| { | |
| "epoch": 1.62, | |
| "learning_rate": 0.00011914498141263941, | |
| "loss": 0.0034, | |
| "step": 1740 | |
| }, | |
| { | |
| "epoch": 1.63, | |
| "learning_rate": 0.00011868029739776952, | |
| "loss": 0.0436, | |
| "step": 1750 | |
| }, | |
| { | |
| "epoch": 1.64, | |
| "learning_rate": 0.00011821561338289964, | |
| "loss": 0.0052, | |
| "step": 1760 | |
| }, | |
| { | |
| "epoch": 1.64, | |
| "learning_rate": 0.00011775092936802973, | |
| "loss": 0.0646, | |
| "step": 1770 | |
| }, | |
| { | |
| "epoch": 1.65, | |
| "learning_rate": 0.00011728624535315987, | |
| "loss": 0.0099, | |
| "step": 1780 | |
| }, | |
| { | |
| "epoch": 1.66, | |
| "learning_rate": 0.00011682156133828996, | |
| "loss": 0.0531, | |
| "step": 1790 | |
| }, | |
| { | |
| "epoch": 1.67, | |
| "learning_rate": 0.00011635687732342008, | |
| "loss": 0.0404, | |
| "step": 1800 | |
| }, | |
| { | |
| "epoch": 1.67, | |
| "eval_accuracy": 0.8903126601742696, | |
| "eval_f1": 0.8903126601742696, | |
| "eval_loss": 0.4071463942527771, | |
| "eval_precision": 0.8903126601742696, | |
| "eval_recall": 0.8903126601742696, | |
| "eval_runtime": 92.2094, | |
| "eval_samples_per_second": 84.633, | |
| "eval_steps_per_second": 10.585, | |
| "step": 1800 | |
| }, | |
| { | |
| "epoch": 1.68, | |
| "learning_rate": 0.00011589219330855019, | |
| "loss": 0.0031, | |
| "step": 1810 | |
| }, | |
| { | |
| "epoch": 1.69, | |
| "learning_rate": 0.00011542750929368031, | |
| "loss": 0.0362, | |
| "step": 1820 | |
| }, | |
| { | |
| "epoch": 1.7, | |
| "learning_rate": 0.00011496282527881042, | |
| "loss": 0.0355, | |
| "step": 1830 | |
| }, | |
| { | |
| "epoch": 1.71, | |
| "learning_rate": 0.00011449814126394051, | |
| "loss": 0.0695, | |
| "step": 1840 | |
| }, | |
| { | |
| "epoch": 1.72, | |
| "learning_rate": 0.00011403345724907064, | |
| "loss": 0.0226, | |
| "step": 1850 | |
| }, | |
| { | |
| "epoch": 1.73, | |
| "learning_rate": 0.00011356877323420074, | |
| "loss": 0.0334, | |
| "step": 1860 | |
| }, | |
| { | |
| "epoch": 1.74, | |
| "learning_rate": 0.00011310408921933086, | |
| "loss": 0.0263, | |
| "step": 1870 | |
| }, | |
| { | |
| "epoch": 1.75, | |
| "learning_rate": 0.00011263940520446097, | |
| "loss": 0.0102, | |
| "step": 1880 | |
| }, | |
| { | |
| "epoch": 1.76, | |
| "learning_rate": 0.00011217472118959109, | |
| "loss": 0.0043, | |
| "step": 1890 | |
| }, | |
| { | |
| "epoch": 1.77, | |
| "learning_rate": 0.0001117100371747212, | |
| "loss": 0.002, | |
| "step": 1900 | |
| }, | |
| { | |
| "epoch": 1.77, | |
| "eval_accuracy": 0.8971040492055357, | |
| "eval_f1": 0.8971040492055357, | |
| "eval_loss": 0.4529595971107483, | |
| "eval_precision": 0.8971040492055357, | |
| "eval_recall": 0.8971040492055357, | |
| "eval_runtime": 91.759, | |
| "eval_samples_per_second": 85.049, | |
| "eval_steps_per_second": 10.637, | |
| "step": 1900 | |
| }, | |
| { | |
| "epoch": 1.78, | |
| "learning_rate": 0.0001112453531598513, | |
| "loss": 0.0672, | |
| "step": 1910 | |
| }, | |
| { | |
| "epoch": 1.78, | |
| "learning_rate": 0.00011078066914498142, | |
| "loss": 0.0089, | |
| "step": 1920 | |
| }, | |
| { | |
| "epoch": 1.79, | |
| "learning_rate": 0.00011031598513011152, | |
| "loss": 0.0274, | |
| "step": 1930 | |
| }, | |
| { | |
| "epoch": 1.8, | |
| "learning_rate": 0.00010985130111524164, | |
| "loss": 0.0017, | |
| "step": 1940 | |
| }, | |
| { | |
| "epoch": 1.81, | |
| "learning_rate": 0.00010938661710037175, | |
| "loss": 0.0115, | |
| "step": 1950 | |
| }, | |
| { | |
| "epoch": 1.82, | |
| "learning_rate": 0.00010892193308550187, | |
| "loss": 0.0084, | |
| "step": 1960 | |
| }, | |
| { | |
| "epoch": 1.83, | |
| "learning_rate": 0.00010845724907063197, | |
| "loss": 0.0853, | |
| "step": 1970 | |
| }, | |
| { | |
| "epoch": 1.84, | |
| "learning_rate": 0.0001079925650557621, | |
| "loss": 0.0744, | |
| "step": 1980 | |
| }, | |
| { | |
| "epoch": 1.85, | |
| "learning_rate": 0.0001075278810408922, | |
| "loss": 0.0834, | |
| "step": 1990 | |
| }, | |
| { | |
| "epoch": 1.86, | |
| "learning_rate": 0.0001070631970260223, | |
| "loss": 0.0459, | |
| "step": 2000 | |
| }, | |
| { | |
| "epoch": 1.86, | |
| "eval_accuracy": 0.8898001025115325, | |
| "eval_f1": 0.8898001025115325, | |
| "eval_loss": 0.38529765605926514, | |
| "eval_precision": 0.8898001025115325, | |
| "eval_recall": 0.8898001025115325, | |
| "eval_runtime": 92.4992, | |
| "eval_samples_per_second": 84.368, | |
| "eval_steps_per_second": 10.551, | |
| "step": 2000 | |
| }, | |
| { | |
| "epoch": 1.87, | |
| "learning_rate": 0.00010659851301115242, | |
| "loss": 0.0698, | |
| "step": 2010 | |
| }, | |
| { | |
| "epoch": 1.88, | |
| "learning_rate": 0.00010613382899628253, | |
| "loss": 0.0128, | |
| "step": 2020 | |
| }, | |
| { | |
| "epoch": 1.89, | |
| "learning_rate": 0.00010566914498141265, | |
| "loss": 0.0607, | |
| "step": 2030 | |
| }, | |
| { | |
| "epoch": 1.9, | |
| "learning_rate": 0.00010520446096654275, | |
| "loss": 0.0453, | |
| "step": 2040 | |
| }, | |
| { | |
| "epoch": 1.91, | |
| "learning_rate": 0.00010473977695167288, | |
| "loss": 0.0413, | |
| "step": 2050 | |
| }, | |
| { | |
| "epoch": 1.91, | |
| "learning_rate": 0.00010427509293680297, | |
| "loss": 0.0057, | |
| "step": 2060 | |
| }, | |
| { | |
| "epoch": 1.92, | |
| "learning_rate": 0.0001038104089219331, | |
| "loss": 0.0104, | |
| "step": 2070 | |
| }, | |
| { | |
| "epoch": 1.93, | |
| "learning_rate": 0.0001033457249070632, | |
| "loss": 0.0027, | |
| "step": 2080 | |
| }, | |
| { | |
| "epoch": 1.94, | |
| "learning_rate": 0.0001028810408921933, | |
| "loss": 0.0191, | |
| "step": 2090 | |
| }, | |
| { | |
| "epoch": 1.95, | |
| "learning_rate": 0.00010241635687732343, | |
| "loss": 0.0067, | |
| "step": 2100 | |
| }, | |
| { | |
| "epoch": 1.95, | |
| "eval_accuracy": 0.8968477703741671, | |
| "eval_f1": 0.8968477703741671, | |
| "eval_loss": 0.42228269577026367, | |
| "eval_precision": 0.8968477703741671, | |
| "eval_recall": 0.8968477703741671, | |
| "eval_runtime": 93.2443, | |
| "eval_samples_per_second": 83.694, | |
| "eval_steps_per_second": 10.467, | |
| "step": 2100 | |
| }, | |
| { | |
| "epoch": 1.96, | |
| "learning_rate": 0.00010195167286245353, | |
| "loss": 0.0332, | |
| "step": 2110 | |
| }, | |
| { | |
| "epoch": 1.97, | |
| "learning_rate": 0.00010148698884758365, | |
| "loss": 0.0449, | |
| "step": 2120 | |
| }, | |
| { | |
| "epoch": 1.98, | |
| "learning_rate": 0.00010102230483271375, | |
| "loss": 0.017, | |
| "step": 2130 | |
| }, | |
| { | |
| "epoch": 1.99, | |
| "learning_rate": 0.00010055762081784388, | |
| "loss": 0.0144, | |
| "step": 2140 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "learning_rate": 0.00010009293680297398, | |
| "loss": 0.0268, | |
| "step": 2150 | |
| }, | |
| { | |
| "epoch": 2.01, | |
| "learning_rate": 9.962825278810409e-05, | |
| "loss": 0.0216, | |
| "step": 2160 | |
| }, | |
| { | |
| "epoch": 2.02, | |
| "learning_rate": 9.916356877323421e-05, | |
| "loss": 0.0193, | |
| "step": 2170 | |
| }, | |
| { | |
| "epoch": 2.03, | |
| "learning_rate": 9.869888475836432e-05, | |
| "loss": 0.0111, | |
| "step": 2180 | |
| }, | |
| { | |
| "epoch": 2.04, | |
| "learning_rate": 9.823420074349443e-05, | |
| "loss": 0.0016, | |
| "step": 2190 | |
| }, | |
| { | |
| "epoch": 2.04, | |
| "learning_rate": 9.776951672862455e-05, | |
| "loss": 0.0041, | |
| "step": 2200 | |
| }, | |
| { | |
| "epoch": 2.04, | |
| "eval_accuracy": 0.8947975397232188, | |
| "eval_f1": 0.8947975397232188, | |
| "eval_loss": 0.4549115002155304, | |
| "eval_precision": 0.8947975397232188, | |
| "eval_recall": 0.8947975397232188, | |
| "eval_runtime": 92.0869, | |
| "eval_samples_per_second": 84.746, | |
| "eval_steps_per_second": 10.599, | |
| "step": 2200 | |
| }, | |
| { | |
| "epoch": 2.05, | |
| "learning_rate": 9.730483271375466e-05, | |
| "loss": 0.018, | |
| "step": 2210 | |
| }, | |
| { | |
| "epoch": 2.06, | |
| "learning_rate": 9.684014869888476e-05, | |
| "loss": 0.0022, | |
| "step": 2220 | |
| }, | |
| { | |
| "epoch": 2.07, | |
| "learning_rate": 9.637546468401487e-05, | |
| "loss": 0.0017, | |
| "step": 2230 | |
| }, | |
| { | |
| "epoch": 2.08, | |
| "learning_rate": 9.591078066914498e-05, | |
| "loss": 0.0015, | |
| "step": 2240 | |
| }, | |
| { | |
| "epoch": 2.09, | |
| "learning_rate": 9.54460966542751e-05, | |
| "loss": 0.0185, | |
| "step": 2250 | |
| }, | |
| { | |
| "epoch": 2.1, | |
| "learning_rate": 9.498141263940521e-05, | |
| "loss": 0.001, | |
| "step": 2260 | |
| }, | |
| { | |
| "epoch": 2.11, | |
| "learning_rate": 9.451672862453533e-05, | |
| "loss": 0.0265, | |
| "step": 2270 | |
| }, | |
| { | |
| "epoch": 2.12, | |
| "learning_rate": 9.405204460966544e-05, | |
| "loss": 0.001, | |
| "step": 2280 | |
| }, | |
| { | |
| "epoch": 2.13, | |
| "learning_rate": 9.358736059479554e-05, | |
| "loss": 0.0019, | |
| "step": 2290 | |
| }, | |
| { | |
| "epoch": 2.14, | |
| "learning_rate": 9.312267657992565e-05, | |
| "loss": 0.0012, | |
| "step": 2300 | |
| }, | |
| { | |
| "epoch": 2.14, | |
| "eval_accuracy": 0.8962070732957458, | |
| "eval_f1": 0.8962070732957458, | |
| "eval_loss": 0.4799550771713257, | |
| "eval_precision": 0.8962070732957458, | |
| "eval_recall": 0.8962070732957458, | |
| "eval_runtime": 91.7445, | |
| "eval_samples_per_second": 85.062, | |
| "eval_steps_per_second": 10.638, | |
| "step": 2300 | |
| }, | |
| { | |
| "epoch": 2.15, | |
| "learning_rate": 9.265799256505576e-05, | |
| "loss": 0.0009, | |
| "step": 2310 | |
| }, | |
| { | |
| "epoch": 2.16, | |
| "learning_rate": 9.219330855018588e-05, | |
| "loss": 0.0338, | |
| "step": 2320 | |
| }, | |
| { | |
| "epoch": 2.17, | |
| "learning_rate": 9.177509293680297e-05, | |
| "loss": 0.0279, | |
| "step": 2330 | |
| }, | |
| { | |
| "epoch": 2.17, | |
| "learning_rate": 9.131040892193309e-05, | |
| "loss": 0.0059, | |
| "step": 2340 | |
| }, | |
| { | |
| "epoch": 2.18, | |
| "learning_rate": 9.08457249070632e-05, | |
| "loss": 0.0009, | |
| "step": 2350 | |
| }, | |
| { | |
| "epoch": 2.19, | |
| "learning_rate": 9.038104089219332e-05, | |
| "loss": 0.0017, | |
| "step": 2360 | |
| }, | |
| { | |
| "epoch": 2.2, | |
| "learning_rate": 8.991635687732343e-05, | |
| "loss": 0.0169, | |
| "step": 2370 | |
| }, | |
| { | |
| "epoch": 2.21, | |
| "learning_rate": 8.945167286245353e-05, | |
| "loss": 0.0056, | |
| "step": 2380 | |
| }, | |
| { | |
| "epoch": 2.22, | |
| "learning_rate": 8.898698884758366e-05, | |
| "loss": 0.0071, | |
| "step": 2390 | |
| }, | |
| { | |
| "epoch": 2.23, | |
| "learning_rate": 8.852230483271375e-05, | |
| "loss": 0.0159, | |
| "step": 2400 | |
| }, | |
| { | |
| "epoch": 2.23, | |
| "eval_accuracy": 0.8915940543311123, | |
| "eval_f1": 0.8915940543311123, | |
| "eval_loss": 0.5656653642654419, | |
| "eval_precision": 0.8915940543311123, | |
| "eval_recall": 0.8915940543311123, | |
| "eval_runtime": 92.7175, | |
| "eval_samples_per_second": 84.17, | |
| "eval_steps_per_second": 10.527, | |
| "step": 2400 | |
| }, | |
| { | |
| "epoch": 2.24, | |
| "learning_rate": 8.805762081784387e-05, | |
| "loss": 0.0037, | |
| "step": 2410 | |
| }, | |
| { | |
| "epoch": 2.25, | |
| "learning_rate": 8.759293680297398e-05, | |
| "loss": 0.0082, | |
| "step": 2420 | |
| }, | |
| { | |
| "epoch": 2.26, | |
| "learning_rate": 8.71282527881041e-05, | |
| "loss": 0.0007, | |
| "step": 2430 | |
| }, | |
| { | |
| "epoch": 2.27, | |
| "learning_rate": 8.66635687732342e-05, | |
| "loss": 0.0263, | |
| "step": 2440 | |
| }, | |
| { | |
| "epoch": 2.28, | |
| "learning_rate": 8.619888475836431e-05, | |
| "loss": 0.0008, | |
| "step": 2450 | |
| }, | |
| { | |
| "epoch": 2.29, | |
| "learning_rate": 8.573420074349443e-05, | |
| "loss": 0.0206, | |
| "step": 2460 | |
| }, | |
| { | |
| "epoch": 2.3, | |
| "learning_rate": 8.526951672862454e-05, | |
| "loss": 0.0008, | |
| "step": 2470 | |
| }, | |
| { | |
| "epoch": 2.3, | |
| "learning_rate": 8.480483271375465e-05, | |
| "loss": 0.0227, | |
| "step": 2480 | |
| }, | |
| { | |
| "epoch": 2.31, | |
| "learning_rate": 8.434014869888476e-05, | |
| "loss": 0.0032, | |
| "step": 2490 | |
| }, | |
| { | |
| "epoch": 2.32, | |
| "learning_rate": 8.387546468401486e-05, | |
| "loss": 0.0327, | |
| "step": 2500 | |
| }, | |
| { | |
| "epoch": 2.32, | |
| "eval_accuracy": 0.8883905689390056, | |
| "eval_f1": 0.8883905689390056, | |
| "eval_loss": 0.514985978603363, | |
| "eval_precision": 0.8883905689390056, | |
| "eval_recall": 0.8883905689390056, | |
| "eval_runtime": 92.0376, | |
| "eval_samples_per_second": 84.791, | |
| "eval_steps_per_second": 10.604, | |
| "step": 2500 | |
| }, | |
| { | |
| "epoch": 2.33, | |
| "learning_rate": 8.341078066914499e-05, | |
| "loss": 0.0159, | |
| "step": 2510 | |
| }, | |
| { | |
| "epoch": 2.34, | |
| "learning_rate": 8.29460966542751e-05, | |
| "loss": 0.0017, | |
| "step": 2520 | |
| }, | |
| { | |
| "epoch": 2.35, | |
| "learning_rate": 8.248141263940521e-05, | |
| "loss": 0.0008, | |
| "step": 2530 | |
| }, | |
| { | |
| "epoch": 2.36, | |
| "learning_rate": 8.201672862453532e-05, | |
| "loss": 0.0049, | |
| "step": 2540 | |
| }, | |
| { | |
| "epoch": 2.37, | |
| "learning_rate": 8.155204460966543e-05, | |
| "loss": 0.0562, | |
| "step": 2550 | |
| }, | |
| { | |
| "epoch": 2.38, | |
| "learning_rate": 8.108736059479555e-05, | |
| "loss": 0.0217, | |
| "step": 2560 | |
| }, | |
| { | |
| "epoch": 2.39, | |
| "learning_rate": 8.062267657992564e-05, | |
| "loss": 0.0011, | |
| "step": 2570 | |
| }, | |
| { | |
| "epoch": 2.4, | |
| "learning_rate": 8.015799256505577e-05, | |
| "loss": 0.0212, | |
| "step": 2580 | |
| }, | |
| { | |
| "epoch": 2.41, | |
| "learning_rate": 7.969330855018587e-05, | |
| "loss": 0.001, | |
| "step": 2590 | |
| }, | |
| { | |
| "epoch": 2.42, | |
| "learning_rate": 7.922862453531598e-05, | |
| "loss": 0.0011, | |
| "step": 2600 | |
| }, | |
| { | |
| "epoch": 2.42, | |
| "eval_accuracy": 0.8962070732957458, | |
| "eval_f1": 0.8962070732957458, | |
| "eval_loss": 0.5171415209770203, | |
| "eval_precision": 0.8962070732957458, | |
| "eval_recall": 0.8962070732957458, | |
| "eval_runtime": 92.086, | |
| "eval_samples_per_second": 84.747, | |
| "eval_steps_per_second": 10.599, | |
| "step": 2600 | |
| }, | |
| { | |
| "epoch": 2.43, | |
| "learning_rate": 7.87639405204461e-05, | |
| "loss": 0.0011, | |
| "step": 2610 | |
| }, | |
| { | |
| "epoch": 2.43, | |
| "learning_rate": 7.829925650557621e-05, | |
| "loss": 0.0017, | |
| "step": 2620 | |
| }, | |
| { | |
| "epoch": 2.44, | |
| "learning_rate": 7.783457249070633e-05, | |
| "loss": 0.0394, | |
| "step": 2630 | |
| }, | |
| { | |
| "epoch": 2.45, | |
| "learning_rate": 7.736988847583644e-05, | |
| "loss": 0.0006, | |
| "step": 2640 | |
| }, | |
| { | |
| "epoch": 2.46, | |
| "learning_rate": 7.690520446096655e-05, | |
| "loss": 0.04, | |
| "step": 2650 | |
| }, | |
| { | |
| "epoch": 2.47, | |
| "learning_rate": 7.644052044609665e-05, | |
| "loss": 0.0007, | |
| "step": 2660 | |
| }, | |
| { | |
| "epoch": 2.48, | |
| "learning_rate": 7.597583643122676e-05, | |
| "loss": 0.0279, | |
| "step": 2670 | |
| }, | |
| { | |
| "epoch": 2.49, | |
| "learning_rate": 7.551115241635688e-05, | |
| "loss": 0.0007, | |
| "step": 2680 | |
| }, | |
| { | |
| "epoch": 2.5, | |
| "learning_rate": 7.504646840148699e-05, | |
| "loss": 0.0186, | |
| "step": 2690 | |
| }, | |
| { | |
| "epoch": 2.51, | |
| "learning_rate": 7.458178438661711e-05, | |
| "loss": 0.027, | |
| "step": 2700 | |
| }, | |
| { | |
| "epoch": 2.51, | |
| "eval_accuracy": 0.8864684777037417, | |
| "eval_f1": 0.8864684777037417, | |
| "eval_loss": 0.5731732249259949, | |
| "eval_precision": 0.8864684777037417, | |
| "eval_recall": 0.8864684777037417, | |
| "eval_runtime": 93.8293, | |
| "eval_samples_per_second": 83.172, | |
| "eval_steps_per_second": 10.402, | |
| "step": 2700 | |
| }, | |
| { | |
| "epoch": 2.52, | |
| "learning_rate": 7.411710037174722e-05, | |
| "loss": 0.0746, | |
| "step": 2710 | |
| }, | |
| { | |
| "epoch": 2.53, | |
| "learning_rate": 7.365241635687733e-05, | |
| "loss": 0.0015, | |
| "step": 2720 | |
| }, | |
| { | |
| "epoch": 2.54, | |
| "learning_rate": 7.318773234200745e-05, | |
| "loss": 0.0101, | |
| "step": 2730 | |
| }, | |
| { | |
| "epoch": 2.55, | |
| "learning_rate": 7.272304832713755e-05, | |
| "loss": 0.0241, | |
| "step": 2740 | |
| }, | |
| { | |
| "epoch": 2.56, | |
| "learning_rate": 7.225836431226766e-05, | |
| "loss": 0.0383, | |
| "step": 2750 | |
| }, | |
| { | |
| "epoch": 2.57, | |
| "learning_rate": 7.179368029739777e-05, | |
| "loss": 0.0025, | |
| "step": 2760 | |
| }, | |
| { | |
| "epoch": 2.57, | |
| "learning_rate": 7.132899628252788e-05, | |
| "loss": 0.002, | |
| "step": 2770 | |
| }, | |
| { | |
| "epoch": 2.58, | |
| "learning_rate": 7.0864312267658e-05, | |
| "loss": 0.0011, | |
| "step": 2780 | |
| }, | |
| { | |
| "epoch": 2.59, | |
| "learning_rate": 7.03996282527881e-05, | |
| "loss": 0.0011, | |
| "step": 2790 | |
| }, | |
| { | |
| "epoch": 2.6, | |
| "learning_rate": 6.993494423791823e-05, | |
| "loss": 0.0031, | |
| "step": 2800 | |
| }, | |
| { | |
| "epoch": 2.6, | |
| "eval_accuracy": 0.907483341875961, | |
| "eval_f1": 0.907483341875961, | |
| "eval_loss": 0.43353506922721863, | |
| "eval_precision": 0.907483341875961, | |
| "eval_recall": 0.907483341875961, | |
| "eval_runtime": 92.1348, | |
| "eval_samples_per_second": 84.702, | |
| "eval_steps_per_second": 10.593, | |
| "step": 2800 | |
| }, | |
| { | |
| "epoch": 2.61, | |
| "learning_rate": 6.947026022304833e-05, | |
| "loss": 0.0007, | |
| "step": 2810 | |
| }, | |
| { | |
| "epoch": 2.62, | |
| "learning_rate": 6.900557620817844e-05, | |
| "loss": 0.0428, | |
| "step": 2820 | |
| }, | |
| { | |
| "epoch": 2.63, | |
| "learning_rate": 6.854089219330855e-05, | |
| "loss": 0.0034, | |
| "step": 2830 | |
| }, | |
| { | |
| "epoch": 2.64, | |
| "learning_rate": 6.807620817843866e-05, | |
| "loss": 0.0036, | |
| "step": 2840 | |
| }, | |
| { | |
| "epoch": 2.65, | |
| "learning_rate": 6.761152416356878e-05, | |
| "loss": 0.0009, | |
| "step": 2850 | |
| }, | |
| { | |
| "epoch": 2.66, | |
| "learning_rate": 6.714684014869889e-05, | |
| "loss": 0.0008, | |
| "step": 2860 | |
| }, | |
| { | |
| "epoch": 2.67, | |
| "learning_rate": 6.668215613382899e-05, | |
| "loss": 0.0009, | |
| "step": 2870 | |
| }, | |
| { | |
| "epoch": 2.68, | |
| "learning_rate": 6.621747211895911e-05, | |
| "loss": 0.0008, | |
| "step": 2880 | |
| }, | |
| { | |
| "epoch": 2.69, | |
| "learning_rate": 6.575278810408922e-05, | |
| "loss": 0.0023, | |
| "step": 2890 | |
| }, | |
| { | |
| "epoch": 2.7, | |
| "learning_rate": 6.528810408921934e-05, | |
| "loss": 0.0006, | |
| "step": 2900 | |
| }, | |
| { | |
| "epoch": 2.7, | |
| "eval_accuracy": 0.9083803177857509, | |
| "eval_f1": 0.9083803177857509, | |
| "eval_loss": 0.445295125246048, | |
| "eval_precision": 0.9083803177857509, | |
| "eval_recall": 0.9083803177857509, | |
| "eval_runtime": 92.2994, | |
| "eval_samples_per_second": 84.551, | |
| "eval_steps_per_second": 10.574, | |
| "step": 2900 | |
| }, | |
| { | |
| "epoch": 2.7, | |
| "learning_rate": 6.482342007434945e-05, | |
| "loss": 0.015, | |
| "step": 2910 | |
| }, | |
| { | |
| "epoch": 2.71, | |
| "learning_rate": 6.435873605947956e-05, | |
| "loss": 0.0007, | |
| "step": 2920 | |
| }, | |
| { | |
| "epoch": 2.72, | |
| "learning_rate": 6.389405204460967e-05, | |
| "loss": 0.0039, | |
| "step": 2930 | |
| }, | |
| { | |
| "epoch": 2.73, | |
| "learning_rate": 6.342936802973977e-05, | |
| "loss": 0.0019, | |
| "step": 2940 | |
| }, | |
| { | |
| "epoch": 2.74, | |
| "learning_rate": 6.29646840148699e-05, | |
| "loss": 0.0006, | |
| "step": 2950 | |
| }, | |
| { | |
| "epoch": 2.75, | |
| "learning_rate": 6.25e-05, | |
| "loss": 0.0031, | |
| "step": 2960 | |
| }, | |
| { | |
| "epoch": 2.76, | |
| "learning_rate": 6.203531598513012e-05, | |
| "loss": 0.0043, | |
| "step": 2970 | |
| }, | |
| { | |
| "epoch": 2.77, | |
| "learning_rate": 6.157063197026023e-05, | |
| "loss": 0.0205, | |
| "step": 2980 | |
| }, | |
| { | |
| "epoch": 2.78, | |
| "learning_rate": 6.110594795539034e-05, | |
| "loss": 0.0353, | |
| "step": 2990 | |
| }, | |
| { | |
| "epoch": 2.79, | |
| "learning_rate": 6.064126394052045e-05, | |
| "loss": 0.0008, | |
| "step": 3000 | |
| }, | |
| { | |
| "epoch": 2.79, | |
| "eval_accuracy": 0.9046642747309073, | |
| "eval_f1": 0.9046642747309073, | |
| "eval_loss": 0.42621108889579773, | |
| "eval_precision": 0.9046642747309073, | |
| "eval_recall": 0.9046642747309073, | |
| "eval_runtime": 92.5679, | |
| "eval_samples_per_second": 84.306, | |
| "eval_steps_per_second": 10.544, | |
| "step": 3000 | |
| }, | |
| { | |
| "epoch": 2.8, | |
| "learning_rate": 6.017657992565055e-05, | |
| "loss": 0.0007, | |
| "step": 3010 | |
| }, | |
| { | |
| "epoch": 2.81, | |
| "learning_rate": 5.971189591078067e-05, | |
| "loss": 0.0011, | |
| "step": 3020 | |
| }, | |
| { | |
| "epoch": 2.82, | |
| "learning_rate": 5.924721189591078e-05, | |
| "loss": 0.0009, | |
| "step": 3030 | |
| }, | |
| { | |
| "epoch": 2.83, | |
| "learning_rate": 5.8782527881040895e-05, | |
| "loss": 0.007, | |
| "step": 3040 | |
| }, | |
| { | |
| "epoch": 2.83, | |
| "learning_rate": 5.831784386617101e-05, | |
| "loss": 0.0009, | |
| "step": 3050 | |
| }, | |
| { | |
| "epoch": 2.84, | |
| "learning_rate": 5.785315985130112e-05, | |
| "loss": 0.0007, | |
| "step": 3060 | |
| }, | |
| { | |
| "epoch": 2.85, | |
| "learning_rate": 5.738847583643123e-05, | |
| "loss": 0.0301, | |
| "step": 3070 | |
| }, | |
| { | |
| "epoch": 2.86, | |
| "learning_rate": 5.6923791821561346e-05, | |
| "loss": 0.0016, | |
| "step": 3080 | |
| }, | |
| { | |
| "epoch": 2.87, | |
| "learning_rate": 5.645910780669146e-05, | |
| "loss": 0.0006, | |
| "step": 3090 | |
| }, | |
| { | |
| "epoch": 2.88, | |
| "learning_rate": 5.599442379182156e-05, | |
| "loss": 0.0031, | |
| "step": 3100 | |
| }, | |
| { | |
| "epoch": 2.88, | |
| "eval_accuracy": 0.9003075345976422, | |
| "eval_f1": 0.9003075345976422, | |
| "eval_loss": 0.4822627604007721, | |
| "eval_precision": 0.9003075345976422, | |
| "eval_recall": 0.9003075345976422, | |
| "eval_runtime": 93.3249, | |
| "eval_samples_per_second": 83.622, | |
| "eval_steps_per_second": 10.458, | |
| "step": 3100 | |
| }, | |
| { | |
| "epoch": 2.89, | |
| "learning_rate": 5.5529739776951675e-05, | |
| "loss": 0.0007, | |
| "step": 3110 | |
| }, | |
| { | |
| "epoch": 2.9, | |
| "learning_rate": 5.506505576208178e-05, | |
| "loss": 0.0005, | |
| "step": 3120 | |
| }, | |
| { | |
| "epoch": 2.91, | |
| "learning_rate": 5.46003717472119e-05, | |
| "loss": 0.0007, | |
| "step": 3130 | |
| }, | |
| { | |
| "epoch": 2.92, | |
| "learning_rate": 5.413568773234201e-05, | |
| "loss": 0.0005, | |
| "step": 3140 | |
| }, | |
| { | |
| "epoch": 2.93, | |
| "learning_rate": 5.3671003717472126e-05, | |
| "loss": 0.0029, | |
| "step": 3150 | |
| }, | |
| { | |
| "epoch": 2.94, | |
| "learning_rate": 5.320631970260223e-05, | |
| "loss": 0.0007, | |
| "step": 3160 | |
| }, | |
| { | |
| "epoch": 2.95, | |
| "learning_rate": 5.274163568773235e-05, | |
| "loss": 0.0005, | |
| "step": 3170 | |
| }, | |
| { | |
| "epoch": 2.96, | |
| "learning_rate": 5.227695167286245e-05, | |
| "loss": 0.0012, | |
| "step": 3180 | |
| }, | |
| { | |
| "epoch": 2.96, | |
| "learning_rate": 5.181226765799256e-05, | |
| "loss": 0.0004, | |
| "step": 3190 | |
| }, | |
| { | |
| "epoch": 2.97, | |
| "learning_rate": 5.134758364312268e-05, | |
| "loss": 0.0005, | |
| "step": 3200 | |
| }, | |
| { | |
| "epoch": 2.97, | |
| "eval_accuracy": 0.9022296258329062, | |
| "eval_f1": 0.9022296258329062, | |
| "eval_loss": 0.5085626840591431, | |
| "eval_precision": 0.9022296258329062, | |
| "eval_recall": 0.9022296258329062, | |
| "eval_runtime": 93.7262, | |
| "eval_samples_per_second": 83.264, | |
| "eval_steps_per_second": 10.413, | |
| "step": 3200 | |
| }, | |
| { | |
| "epoch": 2.98, | |
| "learning_rate": 5.088289962825279e-05, | |
| "loss": 0.0118, | |
| "step": 3210 | |
| }, | |
| { | |
| "epoch": 2.99, | |
| "learning_rate": 5.04182156133829e-05, | |
| "loss": 0.0007, | |
| "step": 3220 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "learning_rate": 4.995353159851301e-05, | |
| "loss": 0.0007, | |
| "step": 3230 | |
| }, | |
| { | |
| "epoch": 3.01, | |
| "learning_rate": 4.948884758364313e-05, | |
| "loss": 0.0004, | |
| "step": 3240 | |
| }, | |
| { | |
| "epoch": 3.02, | |
| "learning_rate": 4.9024163568773235e-05, | |
| "loss": 0.0004, | |
| "step": 3250 | |
| }, | |
| { | |
| "epoch": 3.03, | |
| "learning_rate": 4.855947955390335e-05, | |
| "loss": 0.0004, | |
| "step": 3260 | |
| }, | |
| { | |
| "epoch": 3.04, | |
| "learning_rate": 4.8094795539033464e-05, | |
| "loss": 0.0004, | |
| "step": 3270 | |
| }, | |
| { | |
| "epoch": 3.05, | |
| "learning_rate": 4.763011152416357e-05, | |
| "loss": 0.0005, | |
| "step": 3280 | |
| }, | |
| { | |
| "epoch": 3.06, | |
| "learning_rate": 4.716542750929368e-05, | |
| "loss": 0.0004, | |
| "step": 3290 | |
| }, | |
| { | |
| "epoch": 3.07, | |
| "learning_rate": 4.670074349442379e-05, | |
| "loss": 0.0004, | |
| "step": 3300 | |
| }, | |
| { | |
| "epoch": 3.07, | |
| "eval_accuracy": 0.9060738083034341, | |
| "eval_f1": 0.9060738083034341, | |
| "eval_loss": 0.49116867780685425, | |
| "eval_precision": 0.9060738083034341, | |
| "eval_recall": 0.9060738083034341, | |
| "eval_runtime": 92.2019, | |
| "eval_samples_per_second": 84.64, | |
| "eval_steps_per_second": 10.585, | |
| "step": 3300 | |
| }, | |
| { | |
| "epoch": 3.08, | |
| "learning_rate": 4.623605947955391e-05, | |
| "loss": 0.0018, | |
| "step": 3310 | |
| }, | |
| { | |
| "epoch": 3.09, | |
| "learning_rate": 4.577137546468402e-05, | |
| "loss": 0.0004, | |
| "step": 3320 | |
| }, | |
| { | |
| "epoch": 3.09, | |
| "learning_rate": 4.530669144981413e-05, | |
| "loss": 0.0004, | |
| "step": 3330 | |
| }, | |
| { | |
| "epoch": 3.1, | |
| "learning_rate": 4.484200743494424e-05, | |
| "loss": 0.0004, | |
| "step": 3340 | |
| }, | |
| { | |
| "epoch": 3.11, | |
| "learning_rate": 4.437732342007435e-05, | |
| "loss": 0.0004, | |
| "step": 3350 | |
| }, | |
| { | |
| "epoch": 3.12, | |
| "learning_rate": 4.3912639405204465e-05, | |
| "loss": 0.0004, | |
| "step": 3360 | |
| }, | |
| { | |
| "epoch": 3.13, | |
| "learning_rate": 4.344795539033458e-05, | |
| "loss": 0.0004, | |
| "step": 3370 | |
| }, | |
| { | |
| "epoch": 3.14, | |
| "learning_rate": 4.298327137546469e-05, | |
| "loss": 0.0005, | |
| "step": 3380 | |
| }, | |
| { | |
| "epoch": 3.15, | |
| "learning_rate": 4.2518587360594795e-05, | |
| "loss": 0.0004, | |
| "step": 3390 | |
| }, | |
| { | |
| "epoch": 3.16, | |
| "learning_rate": 4.205390334572491e-05, | |
| "loss": 0.0005, | |
| "step": 3400 | |
| }, | |
| { | |
| "epoch": 3.16, | |
| "eval_accuracy": 0.9027421834956433, | |
| "eval_f1": 0.9027421834956433, | |
| "eval_loss": 0.5217785835266113, | |
| "eval_precision": 0.9027421834956433, | |
| "eval_recall": 0.9027421834956433, | |
| "eval_runtime": 92.4794, | |
| "eval_samples_per_second": 84.386, | |
| "eval_steps_per_second": 10.554, | |
| "step": 3400 | |
| }, | |
| { | |
| "epoch": 3.17, | |
| "learning_rate": 4.158921933085502e-05, | |
| "loss": 0.0004, | |
| "step": 3410 | |
| }, | |
| { | |
| "epoch": 3.18, | |
| "learning_rate": 4.112453531598513e-05, | |
| "loss": 0.0004, | |
| "step": 3420 | |
| }, | |
| { | |
| "epoch": 3.19, | |
| "learning_rate": 4.0659851301115245e-05, | |
| "loss": 0.0003, | |
| "step": 3430 | |
| }, | |
| { | |
| "epoch": 3.2, | |
| "learning_rate": 4.019516728624535e-05, | |
| "loss": 0.0004, | |
| "step": 3440 | |
| }, | |
| { | |
| "epoch": 3.21, | |
| "learning_rate": 3.973048327137547e-05, | |
| "loss": 0.0004, | |
| "step": 3450 | |
| }, | |
| { | |
| "epoch": 3.22, | |
| "learning_rate": 3.9265799256505575e-05, | |
| "loss": 0.0318, | |
| "step": 3460 | |
| }, | |
| { | |
| "epoch": 3.22, | |
| "learning_rate": 3.880111524163569e-05, | |
| "loss": 0.0004, | |
| "step": 3470 | |
| }, | |
| { | |
| "epoch": 3.23, | |
| "learning_rate": 3.83364312267658e-05, | |
| "loss": 0.0004, | |
| "step": 3480 | |
| }, | |
| { | |
| "epoch": 3.24, | |
| "learning_rate": 3.787174721189591e-05, | |
| "loss": 0.0004, | |
| "step": 3490 | |
| }, | |
| { | |
| "epoch": 3.25, | |
| "learning_rate": 3.7407063197026025e-05, | |
| "loss": 0.0037, | |
| "step": 3500 | |
| }, | |
| { | |
| "epoch": 3.25, | |
| "eval_accuracy": 0.9054331112250128, | |
| "eval_f1": 0.9054331112250128, | |
| "eval_loss": 0.5005781054496765, | |
| "eval_precision": 0.9054331112250128, | |
| "eval_recall": 0.9054331112250128, | |
| "eval_runtime": 92.4718, | |
| "eval_samples_per_second": 84.393, | |
| "eval_steps_per_second": 10.555, | |
| "step": 3500 | |
| }, | |
| { | |
| "epoch": 3.26, | |
| "learning_rate": 3.694237918215613e-05, | |
| "loss": 0.0004, | |
| "step": 3510 | |
| }, | |
| { | |
| "epoch": 3.27, | |
| "learning_rate": 3.647769516728625e-05, | |
| "loss": 0.0004, | |
| "step": 3520 | |
| }, | |
| { | |
| "epoch": 3.28, | |
| "learning_rate": 3.601301115241636e-05, | |
| "loss": 0.0003, | |
| "step": 3530 | |
| }, | |
| { | |
| "epoch": 3.29, | |
| "learning_rate": 3.5548327137546475e-05, | |
| "loss": 0.0048, | |
| "step": 3540 | |
| }, | |
| { | |
| "epoch": 3.3, | |
| "learning_rate": 3.5083643122676576e-05, | |
| "loss": 0.0004, | |
| "step": 3550 | |
| }, | |
| { | |
| "epoch": 3.31, | |
| "learning_rate": 3.461895910780669e-05, | |
| "loss": 0.0004, | |
| "step": 3560 | |
| }, | |
| { | |
| "epoch": 3.32, | |
| "learning_rate": 3.4154275092936805e-05, | |
| "loss": 0.0004, | |
| "step": 3570 | |
| }, | |
| { | |
| "epoch": 3.33, | |
| "learning_rate": 3.368959107806692e-05, | |
| "loss": 0.0003, | |
| "step": 3580 | |
| }, | |
| { | |
| "epoch": 3.34, | |
| "learning_rate": 3.322490706319703e-05, | |
| "loss": 0.0003, | |
| "step": 3590 | |
| }, | |
| { | |
| "epoch": 3.35, | |
| "learning_rate": 3.276022304832714e-05, | |
| "loss": 0.0004, | |
| "step": 3600 | |
| }, | |
| { | |
| "epoch": 3.35, | |
| "eval_accuracy": 0.9040235776524859, | |
| "eval_f1": 0.9040235776524859, | |
| "eval_loss": 0.5136738419532776, | |
| "eval_precision": 0.9040235776524859, | |
| "eval_recall": 0.9040235776524859, | |
| "eval_runtime": 94.0335, | |
| "eval_samples_per_second": 82.992, | |
| "eval_steps_per_second": 10.379, | |
| "step": 3600 | |
| }, | |
| { | |
| "epoch": 3.36, | |
| "learning_rate": 3.229553903345725e-05, | |
| "loss": 0.0003, | |
| "step": 3610 | |
| }, | |
| { | |
| "epoch": 3.36, | |
| "learning_rate": 3.183085501858736e-05, | |
| "loss": 0.0004, | |
| "step": 3620 | |
| }, | |
| { | |
| "epoch": 3.37, | |
| "learning_rate": 3.136617100371748e-05, | |
| "loss": 0.0013, | |
| "step": 3630 | |
| }, | |
| { | |
| "epoch": 3.38, | |
| "learning_rate": 3.0901486988847585e-05, | |
| "loss": 0.0003, | |
| "step": 3640 | |
| }, | |
| { | |
| "epoch": 3.39, | |
| "learning_rate": 3.0436802973977696e-05, | |
| "loss": 0.0003, | |
| "step": 3650 | |
| }, | |
| { | |
| "epoch": 3.4, | |
| "learning_rate": 2.997211895910781e-05, | |
| "loss": 0.0006, | |
| "step": 3660 | |
| }, | |
| { | |
| "epoch": 3.41, | |
| "learning_rate": 2.950743494423792e-05, | |
| "loss": 0.0003, | |
| "step": 3670 | |
| }, | |
| { | |
| "epoch": 3.42, | |
| "learning_rate": 2.904275092936803e-05, | |
| "loss": 0.0003, | |
| "step": 3680 | |
| }, | |
| { | |
| "epoch": 3.43, | |
| "learning_rate": 2.8578066914498143e-05, | |
| "loss": 0.0003, | |
| "step": 3690 | |
| }, | |
| { | |
| "epoch": 3.44, | |
| "learning_rate": 2.8113382899628254e-05, | |
| "loss": 0.0003, | |
| "step": 3700 | |
| }, | |
| { | |
| "epoch": 3.44, | |
| "eval_accuracy": 0.9056893900563814, | |
| "eval_f1": 0.9056893900563814, | |
| "eval_loss": 0.5105214715003967, | |
| "eval_precision": 0.9056893900563814, | |
| "eval_recall": 0.9056893900563814, | |
| "eval_runtime": 93.5122, | |
| "eval_samples_per_second": 83.454, | |
| "eval_steps_per_second": 10.437, | |
| "step": 3700 | |
| }, | |
| { | |
| "epoch": 3.45, | |
| "learning_rate": 2.7648698884758368e-05, | |
| "loss": 0.0004, | |
| "step": 3710 | |
| }, | |
| { | |
| "epoch": 3.46, | |
| "learning_rate": 2.7184014869888475e-05, | |
| "loss": 0.0003, | |
| "step": 3720 | |
| }, | |
| { | |
| "epoch": 3.47, | |
| "learning_rate": 2.6719330855018586e-05, | |
| "loss": 0.0004, | |
| "step": 3730 | |
| }, | |
| { | |
| "epoch": 3.48, | |
| "learning_rate": 2.62546468401487e-05, | |
| "loss": 0.0004, | |
| "step": 3740 | |
| }, | |
| { | |
| "epoch": 3.49, | |
| "learning_rate": 2.578996282527881e-05, | |
| "loss": 0.0003, | |
| "step": 3750 | |
| }, | |
| { | |
| "epoch": 3.49, | |
| "learning_rate": 2.5325278810408926e-05, | |
| "loss": 0.0003, | |
| "step": 3760 | |
| }, | |
| { | |
| "epoch": 3.5, | |
| "learning_rate": 2.4860594795539037e-05, | |
| "loss": 0.0005, | |
| "step": 3770 | |
| }, | |
| { | |
| "epoch": 3.51, | |
| "learning_rate": 2.4395910780669144e-05, | |
| "loss": 0.0003, | |
| "step": 3780 | |
| }, | |
| { | |
| "epoch": 3.52, | |
| "learning_rate": 2.393122676579926e-05, | |
| "loss": 0.0003, | |
| "step": 3790 | |
| }, | |
| { | |
| "epoch": 3.53, | |
| "learning_rate": 2.346654275092937e-05, | |
| "loss": 0.0004, | |
| "step": 3800 | |
| }, | |
| { | |
| "epoch": 3.53, | |
| "eval_accuracy": 0.9058175294720656, | |
| "eval_f1": 0.9058175294720656, | |
| "eval_loss": 0.5087293386459351, | |
| "eval_precision": 0.9058175294720656, | |
| "eval_recall": 0.9058175294720656, | |
| "eval_runtime": 92.6365, | |
| "eval_samples_per_second": 84.243, | |
| "eval_steps_per_second": 10.536, | |
| "step": 3800 | |
| }, | |
| { | |
| "epoch": 3.54, | |
| "learning_rate": 2.300185873605948e-05, | |
| "loss": 0.0003, | |
| "step": 3810 | |
| }, | |
| { | |
| "epoch": 3.55, | |
| "learning_rate": 2.253717472118959e-05, | |
| "loss": 0.0004, | |
| "step": 3820 | |
| }, | |
| { | |
| "epoch": 3.56, | |
| "learning_rate": 2.2072490706319702e-05, | |
| "loss": 0.0006, | |
| "step": 3830 | |
| }, | |
| { | |
| "epoch": 3.57, | |
| "learning_rate": 2.1607806691449813e-05, | |
| "loss": 0.0004, | |
| "step": 3840 | |
| }, | |
| { | |
| "epoch": 3.58, | |
| "learning_rate": 2.1143122676579928e-05, | |
| "loss": 0.0003, | |
| "step": 3850 | |
| }, | |
| { | |
| "epoch": 3.59, | |
| "learning_rate": 2.067843866171004e-05, | |
| "loss": 0.0003, | |
| "step": 3860 | |
| }, | |
| { | |
| "epoch": 3.6, | |
| "learning_rate": 2.021375464684015e-05, | |
| "loss": 0.0211, | |
| "step": 3870 | |
| }, | |
| { | |
| "epoch": 3.61, | |
| "learning_rate": 1.9749070631970264e-05, | |
| "loss": 0.0003, | |
| "step": 3880 | |
| }, | |
| { | |
| "epoch": 3.62, | |
| "learning_rate": 1.928438661710037e-05, | |
| "loss": 0.0003, | |
| "step": 3890 | |
| }, | |
| { | |
| "epoch": 3.62, | |
| "learning_rate": 1.8819702602230486e-05, | |
| "loss": 0.0003, | |
| "step": 3900 | |
| }, | |
| { | |
| "epoch": 3.62, | |
| "eval_accuracy": 0.9078677601230138, | |
| "eval_f1": 0.9078677601230138, | |
| "eval_loss": 0.5094964504241943, | |
| "eval_precision": 0.9078677601230138, | |
| "eval_recall": 0.9078677601230138, | |
| "eval_runtime": 92.1543, | |
| "eval_samples_per_second": 84.684, | |
| "eval_steps_per_second": 10.591, | |
| "step": 3900 | |
| }, | |
| { | |
| "epoch": 3.63, | |
| "learning_rate": 1.8355018587360597e-05, | |
| "loss": 0.0103, | |
| "step": 3910 | |
| }, | |
| { | |
| "epoch": 3.64, | |
| "learning_rate": 1.7890334572490707e-05, | |
| "loss": 0.0003, | |
| "step": 3920 | |
| }, | |
| { | |
| "epoch": 3.65, | |
| "learning_rate": 1.742565055762082e-05, | |
| "loss": 0.0004, | |
| "step": 3930 | |
| }, | |
| { | |
| "epoch": 3.66, | |
| "learning_rate": 1.696096654275093e-05, | |
| "loss": 0.0003, | |
| "step": 3940 | |
| }, | |
| { | |
| "epoch": 3.67, | |
| "learning_rate": 1.649628252788104e-05, | |
| "loss": 0.0003, | |
| "step": 3950 | |
| }, | |
| { | |
| "epoch": 3.68, | |
| "learning_rate": 1.6031598513011155e-05, | |
| "loss": 0.0003, | |
| "step": 3960 | |
| }, | |
| { | |
| "epoch": 3.69, | |
| "learning_rate": 1.5566914498141262e-05, | |
| "loss": 0.0003, | |
| "step": 3970 | |
| }, | |
| { | |
| "epoch": 3.7, | |
| "learning_rate": 1.5102230483271376e-05, | |
| "loss": 0.0003, | |
| "step": 3980 | |
| }, | |
| { | |
| "epoch": 3.71, | |
| "learning_rate": 1.4637546468401489e-05, | |
| "loss": 0.0003, | |
| "step": 3990 | |
| }, | |
| { | |
| "epoch": 3.72, | |
| "learning_rate": 1.4172862453531598e-05, | |
| "loss": 0.0003, | |
| "step": 4000 | |
| }, | |
| { | |
| "epoch": 3.72, | |
| "eval_accuracy": 0.9045361353152229, | |
| "eval_f1": 0.9045361353152229, | |
| "eval_loss": 0.5294474363327026, | |
| "eval_precision": 0.9045361353152229, | |
| "eval_recall": 0.9045361353152229, | |
| "eval_runtime": 92.3792, | |
| "eval_samples_per_second": 84.478, | |
| "eval_steps_per_second": 10.565, | |
| "step": 4000 | |
| }, | |
| { | |
| "epoch": 3.73, | |
| "learning_rate": 1.3708178438661713e-05, | |
| "loss": 0.0003, | |
| "step": 4010 | |
| }, | |
| { | |
| "epoch": 3.74, | |
| "learning_rate": 1.3243494423791822e-05, | |
| "loss": 0.0003, | |
| "step": 4020 | |
| }, | |
| { | |
| "epoch": 3.75, | |
| "learning_rate": 1.2778810408921934e-05, | |
| "loss": 0.0003, | |
| "step": 4030 | |
| }, | |
| { | |
| "epoch": 3.75, | |
| "learning_rate": 1.2314126394052045e-05, | |
| "loss": 0.0003, | |
| "step": 4040 | |
| }, | |
| { | |
| "epoch": 3.76, | |
| "learning_rate": 1.1849442379182158e-05, | |
| "loss": 0.0062, | |
| "step": 4050 | |
| }, | |
| { | |
| "epoch": 3.77, | |
| "learning_rate": 1.1384758364312269e-05, | |
| "loss": 0.0003, | |
| "step": 4060 | |
| }, | |
| { | |
| "epoch": 3.78, | |
| "learning_rate": 1.092007434944238e-05, | |
| "loss": 0.0003, | |
| "step": 4070 | |
| }, | |
| { | |
| "epoch": 3.79, | |
| "learning_rate": 1.0455390334572492e-05, | |
| "loss": 0.0004, | |
| "step": 4080 | |
| }, | |
| { | |
| "epoch": 3.8, | |
| "learning_rate": 9.990706319702603e-06, | |
| "loss": 0.0003, | |
| "step": 4090 | |
| }, | |
| { | |
| "epoch": 3.81, | |
| "learning_rate": 9.526022304832714e-06, | |
| "loss": 0.0003, | |
| "step": 4100 | |
| }, | |
| { | |
| "epoch": 3.81, | |
| "eval_accuracy": 0.9049205535622757, | |
| "eval_f1": 0.9049205535622757, | |
| "eval_loss": 0.5241540670394897, | |
| "eval_precision": 0.9049205535622757, | |
| "eval_recall": 0.9049205535622757, | |
| "eval_runtime": 91.9405, | |
| "eval_samples_per_second": 84.881, | |
| "eval_steps_per_second": 10.616, | |
| "step": 4100 | |
| }, | |
| { | |
| "epoch": 3.82, | |
| "learning_rate": 9.061338289962825e-06, | |
| "loss": 0.0003, | |
| "step": 4110 | |
| }, | |
| { | |
| "epoch": 3.83, | |
| "learning_rate": 8.596654275092938e-06, | |
| "loss": 0.0003, | |
| "step": 4120 | |
| }, | |
| { | |
| "epoch": 3.84, | |
| "learning_rate": 8.131970260223049e-06, | |
| "loss": 0.0003, | |
| "step": 4130 | |
| }, | |
| { | |
| "epoch": 3.85, | |
| "learning_rate": 7.66728624535316e-06, | |
| "loss": 0.0003, | |
| "step": 4140 | |
| }, | |
| { | |
| "epoch": 3.86, | |
| "learning_rate": 7.202602230483271e-06, | |
| "loss": 0.0003, | |
| "step": 4150 | |
| }, | |
| { | |
| "epoch": 3.87, | |
| "learning_rate": 6.737918215613382e-06, | |
| "loss": 0.0003, | |
| "step": 4160 | |
| }, | |
| { | |
| "epoch": 3.88, | |
| "learning_rate": 6.273234200743494e-06, | |
| "loss": 0.0003, | |
| "step": 4170 | |
| }, | |
| { | |
| "epoch": 3.88, | |
| "learning_rate": 5.808550185873606e-06, | |
| "loss": 0.0003, | |
| "step": 4180 | |
| }, | |
| { | |
| "epoch": 3.89, | |
| "learning_rate": 5.343866171003718e-06, | |
| "loss": 0.0003, | |
| "step": 4190 | |
| }, | |
| { | |
| "epoch": 3.9, | |
| "learning_rate": 4.879182156133829e-06, | |
| "loss": 0.0003, | |
| "step": 4200 | |
| }, | |
| { | |
| "epoch": 3.9, | |
| "eval_accuracy": 0.90504869297796, | |
| "eval_f1": 0.90504869297796, | |
| "eval_loss": 0.5255610942840576, | |
| "eval_precision": 0.90504869297796, | |
| "eval_recall": 0.90504869297796, | |
| "eval_runtime": 92.3327, | |
| "eval_samples_per_second": 84.52, | |
| "eval_steps_per_second": 10.57, | |
| "step": 4200 | |
| }, | |
| { | |
| "epoch": 3.91, | |
| "learning_rate": 4.414498141263941e-06, | |
| "loss": 0.0003, | |
| "step": 4210 | |
| }, | |
| { | |
| "epoch": 3.92, | |
| "learning_rate": 3.949814126394052e-06, | |
| "loss": 0.0003, | |
| "step": 4220 | |
| }, | |
| { | |
| "epoch": 3.93, | |
| "learning_rate": 3.485130111524164e-06, | |
| "loss": 0.0003, | |
| "step": 4230 | |
| }, | |
| { | |
| "epoch": 3.94, | |
| "learning_rate": 3.020446096654275e-06, | |
| "loss": 0.0003, | |
| "step": 4240 | |
| }, | |
| { | |
| "epoch": 3.95, | |
| "learning_rate": 2.5557620817843865e-06, | |
| "loss": 0.0007, | |
| "step": 4250 | |
| }, | |
| { | |
| "epoch": 3.96, | |
| "learning_rate": 2.0910780669144983e-06, | |
| "loss": 0.0003, | |
| "step": 4260 | |
| }, | |
| { | |
| "epoch": 3.97, | |
| "learning_rate": 1.6263940520446099e-06, | |
| "loss": 0.0003, | |
| "step": 4270 | |
| }, | |
| { | |
| "epoch": 3.98, | |
| "learning_rate": 1.1617100371747212e-06, | |
| "loss": 0.0003, | |
| "step": 4280 | |
| }, | |
| { | |
| "epoch": 3.99, | |
| "learning_rate": 6.970260223048328e-07, | |
| "loss": 0.0003, | |
| "step": 4290 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "learning_rate": 2.3234200743494425e-07, | |
| "loss": 0.0096, | |
| "step": 4300 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.90504869297796, | |
| "eval_f1": 0.90504869297796, | |
| "eval_loss": 0.5266721844673157, | |
| "eval_precision": 0.90504869297796, | |
| "eval_recall": 0.90504869297796, | |
| "eval_runtime": 92.2907, | |
| "eval_samples_per_second": 84.559, | |
| "eval_steps_per_second": 10.575, | |
| "step": 4300 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "step": 4304, | |
| "total_flos": 3.92264986782547e+19, | |
| "train_loss": 0.06045872125646197, | |
| "train_runtime": 8361.4257, | |
| "train_samples_per_second": 8.235, | |
| "train_steps_per_second": 0.515 | |
| } | |
| ], | |
| "max_steps": 4304, | |
| "num_train_epochs": 4, | |
| "total_flos": 3.92264986782547e+19, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |