| { | |
| "best_metric": 0.26652154326438904, | |
| "best_model_checkpoint": "./vit-base-binary-isic-patch-16/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": 0.5547, | |
| "step": 10 | |
| }, | |
| { | |
| "epoch": 0.02, | |
| "learning_rate": 0.00019907063197026022, | |
| "loss": 0.4747, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 0.03, | |
| "learning_rate": 0.00019860594795539035, | |
| "loss": 0.3674, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 0.04, | |
| "learning_rate": 0.00019814126394052047, | |
| "loss": 0.3681, | |
| "step": 40 | |
| }, | |
| { | |
| "epoch": 0.05, | |
| "learning_rate": 0.00019767657992565056, | |
| "loss": 0.3661, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 0.06, | |
| "learning_rate": 0.00019721189591078068, | |
| "loss": 0.4179, | |
| "step": 60 | |
| }, | |
| { | |
| "epoch": 0.07, | |
| "learning_rate": 0.00019674721189591078, | |
| "loss": 0.3013, | |
| "step": 70 | |
| }, | |
| { | |
| "epoch": 0.07, | |
| "learning_rate": 0.00019628252788104092, | |
| "loss": 0.4635, | |
| "step": 80 | |
| }, | |
| { | |
| "epoch": 0.08, | |
| "learning_rate": 0.00019581784386617102, | |
| "loss": 0.4503, | |
| "step": 90 | |
| }, | |
| { | |
| "epoch": 0.09, | |
| "learning_rate": 0.0001953531598513011, | |
| "loss": 0.3887, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 0.09, | |
| "eval_accuracy": 0.8539210661199385, | |
| "eval_f1": 0.8539210661199385, | |
| "eval_loss": 0.32007861137390137, | |
| "eval_precision": 0.8539210661199385, | |
| "eval_recall": 0.8539210661199385, | |
| "eval_runtime": 65.3823, | |
| "eval_samples_per_second": 119.36, | |
| "eval_steps_per_second": 14.928, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 0.1, | |
| "learning_rate": 0.00019488847583643123, | |
| "loss": 0.3623, | |
| "step": 110 | |
| }, | |
| { | |
| "epoch": 0.11, | |
| "learning_rate": 0.00019442379182156135, | |
| "loss": 0.3477, | |
| "step": 120 | |
| }, | |
| { | |
| "epoch": 0.12, | |
| "learning_rate": 0.00019395910780669148, | |
| "loss": 0.2489, | |
| "step": 130 | |
| }, | |
| { | |
| "epoch": 0.13, | |
| "learning_rate": 0.00019349442379182157, | |
| "loss": 0.3897, | |
| "step": 140 | |
| }, | |
| { | |
| "epoch": 0.14, | |
| "learning_rate": 0.0001930297397769517, | |
| "loss": 0.2382, | |
| "step": 150 | |
| }, | |
| { | |
| "epoch": 0.15, | |
| "learning_rate": 0.00019256505576208178, | |
| "loss": 0.2525, | |
| "step": 160 | |
| }, | |
| { | |
| "epoch": 0.16, | |
| "learning_rate": 0.0001921003717472119, | |
| "loss": 0.3432, | |
| "step": 170 | |
| }, | |
| { | |
| "epoch": 0.17, | |
| "learning_rate": 0.00019163568773234203, | |
| "loss": 0.2406, | |
| "step": 180 | |
| }, | |
| { | |
| "epoch": 0.18, | |
| "learning_rate": 0.00019117100371747212, | |
| "loss": 0.2909, | |
| "step": 190 | |
| }, | |
| { | |
| "epoch": 0.19, | |
| "learning_rate": 0.00019070631970260224, | |
| "loss": 0.2725, | |
| "step": 200 | |
| }, | |
| { | |
| "epoch": 0.19, | |
| "eval_accuracy": 0.8526396719630959, | |
| "eval_f1": 0.8526396719630959, | |
| "eval_loss": 0.32080867886543274, | |
| "eval_precision": 0.8526396719630959, | |
| "eval_recall": 0.8526396719630959, | |
| "eval_runtime": 65.5227, | |
| "eval_samples_per_second": 119.104, | |
| "eval_steps_per_second": 14.896, | |
| "step": 200 | |
| }, | |
| { | |
| "epoch": 0.2, | |
| "learning_rate": 0.00019024163568773234, | |
| "loss": 0.265, | |
| "step": 210 | |
| }, | |
| { | |
| "epoch": 0.2, | |
| "learning_rate": 0.00018977695167286246, | |
| "loss": 0.3581, | |
| "step": 220 | |
| }, | |
| { | |
| "epoch": 0.21, | |
| "learning_rate": 0.00018931226765799258, | |
| "loss": 0.249, | |
| "step": 230 | |
| }, | |
| { | |
| "epoch": 0.22, | |
| "learning_rate": 0.0001888475836431227, | |
| "loss": 0.2204, | |
| "step": 240 | |
| }, | |
| { | |
| "epoch": 0.23, | |
| "learning_rate": 0.0001883828996282528, | |
| "loss": 0.2033, | |
| "step": 250 | |
| }, | |
| { | |
| "epoch": 0.24, | |
| "learning_rate": 0.00018791821561338291, | |
| "loss": 0.3672, | |
| "step": 260 | |
| }, | |
| { | |
| "epoch": 0.25, | |
| "learning_rate": 0.000187453531598513, | |
| "loss": 0.3686, | |
| "step": 270 | |
| }, | |
| { | |
| "epoch": 0.26, | |
| "learning_rate": 0.00018698884758364313, | |
| "loss": 0.3134, | |
| "step": 280 | |
| }, | |
| { | |
| "epoch": 0.27, | |
| "learning_rate": 0.00018652416356877325, | |
| "loss": 0.4176, | |
| "step": 290 | |
| }, | |
| { | |
| "epoch": 0.28, | |
| "learning_rate": 0.00018605947955390334, | |
| "loss": 0.2653, | |
| "step": 300 | |
| }, | |
| { | |
| "epoch": 0.28, | |
| "eval_accuracy": 0.8531522296258329, | |
| "eval_f1": 0.8531522296258329, | |
| "eval_loss": 0.31128329038619995, | |
| "eval_precision": 0.8531522296258329, | |
| "eval_recall": 0.8531522296258329, | |
| "eval_runtime": 64.8428, | |
| "eval_samples_per_second": 120.353, | |
| "eval_steps_per_second": 15.052, | |
| "step": 300 | |
| }, | |
| { | |
| "epoch": 0.29, | |
| "learning_rate": 0.00018559479553903347, | |
| "loss": 0.2225, | |
| "step": 310 | |
| }, | |
| { | |
| "epoch": 0.3, | |
| "learning_rate": 0.00018513011152416359, | |
| "loss": 0.2297, | |
| "step": 320 | |
| }, | |
| { | |
| "epoch": 0.31, | |
| "learning_rate": 0.00018471189591078068, | |
| "loss": 0.2706, | |
| "step": 330 | |
| }, | |
| { | |
| "epoch": 0.32, | |
| "learning_rate": 0.0001842472118959108, | |
| "loss": 0.3019, | |
| "step": 340 | |
| }, | |
| { | |
| "epoch": 0.33, | |
| "learning_rate": 0.00018378252788104092, | |
| "loss": 0.3417, | |
| "step": 350 | |
| }, | |
| { | |
| "epoch": 0.33, | |
| "learning_rate": 0.000183317843866171, | |
| "loss": 0.2706, | |
| "step": 360 | |
| }, | |
| { | |
| "epoch": 0.34, | |
| "learning_rate": 0.0001828531598513011, | |
| "loss": 0.2599, | |
| "step": 370 | |
| }, | |
| { | |
| "epoch": 0.35, | |
| "learning_rate": 0.00018238847583643123, | |
| "loss": 0.2019, | |
| "step": 380 | |
| }, | |
| { | |
| "epoch": 0.36, | |
| "learning_rate": 0.00018192379182156135, | |
| "loss": 0.2046, | |
| "step": 390 | |
| }, | |
| { | |
| "epoch": 0.37, | |
| "learning_rate": 0.00018145910780669147, | |
| "loss": 0.2439, | |
| "step": 400 | |
| }, | |
| { | |
| "epoch": 0.37, | |
| "eval_accuracy": 0.8749359302921579, | |
| "eval_f1": 0.8749359302921579, | |
| "eval_loss": 0.3156268298625946, | |
| "eval_precision": 0.8749359302921579, | |
| "eval_recall": 0.8749359302921579, | |
| "eval_runtime": 65.9023, | |
| "eval_samples_per_second": 118.418, | |
| "eval_steps_per_second": 14.81, | |
| "step": 400 | |
| }, | |
| { | |
| "epoch": 0.38, | |
| "learning_rate": 0.00018099442379182156, | |
| "loss": 0.232, | |
| "step": 410 | |
| }, | |
| { | |
| "epoch": 0.39, | |
| "learning_rate": 0.00018052973977695168, | |
| "loss": 0.2763, | |
| "step": 420 | |
| }, | |
| { | |
| "epoch": 0.4, | |
| "learning_rate": 0.00018006505576208178, | |
| "loss": 0.2423, | |
| "step": 430 | |
| }, | |
| { | |
| "epoch": 0.41, | |
| "learning_rate": 0.00017960037174721193, | |
| "loss": 0.1792, | |
| "step": 440 | |
| }, | |
| { | |
| "epoch": 0.42, | |
| "learning_rate": 0.00017913568773234202, | |
| "loss": 0.3386, | |
| "step": 450 | |
| }, | |
| { | |
| "epoch": 0.43, | |
| "learning_rate": 0.00017867100371747211, | |
| "loss": 0.2346, | |
| "step": 460 | |
| }, | |
| { | |
| "epoch": 0.44, | |
| "learning_rate": 0.00017820631970260224, | |
| "loss": 0.2047, | |
| "step": 470 | |
| }, | |
| { | |
| "epoch": 0.45, | |
| "learning_rate": 0.00017774163568773236, | |
| "loss": 0.2911, | |
| "step": 480 | |
| }, | |
| { | |
| "epoch": 0.46, | |
| "learning_rate": 0.00017727695167286248, | |
| "loss": 0.2839, | |
| "step": 490 | |
| }, | |
| { | |
| "epoch": 0.46, | |
| "learning_rate": 0.00017681226765799257, | |
| "loss": 0.2183, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 0.46, | |
| "eval_accuracy": 0.8390568939005638, | |
| "eval_f1": 0.8390568939005638, | |
| "eval_loss": 0.3145322799682617, | |
| "eval_precision": 0.8390568939005638, | |
| "eval_recall": 0.8390568939005638, | |
| "eval_runtime": 65.806, | |
| "eval_samples_per_second": 118.591, | |
| "eval_steps_per_second": 14.831, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 0.47, | |
| "learning_rate": 0.0001763475836431227, | |
| "loss": 0.1713, | |
| "step": 510 | |
| }, | |
| { | |
| "epoch": 0.48, | |
| "learning_rate": 0.0001758828996282528, | |
| "loss": 0.2892, | |
| "step": 520 | |
| }, | |
| { | |
| "epoch": 0.49, | |
| "learning_rate": 0.0001754182156133829, | |
| "loss": 0.2889, | |
| "step": 530 | |
| }, | |
| { | |
| "epoch": 0.5, | |
| "learning_rate": 0.00017495353159851303, | |
| "loss": 0.1804, | |
| "step": 540 | |
| }, | |
| { | |
| "epoch": 0.51, | |
| "learning_rate": 0.00017448884758364312, | |
| "loss": 0.2312, | |
| "step": 550 | |
| }, | |
| { | |
| "epoch": 0.52, | |
| "learning_rate": 0.00017402416356877324, | |
| "loss": 0.1858, | |
| "step": 560 | |
| }, | |
| { | |
| "epoch": 0.53, | |
| "learning_rate": 0.00017355947955390334, | |
| "loss": 0.1769, | |
| "step": 570 | |
| }, | |
| { | |
| "epoch": 0.54, | |
| "learning_rate": 0.00017309479553903346, | |
| "loss": 0.1604, | |
| "step": 580 | |
| }, | |
| { | |
| "epoch": 0.55, | |
| "learning_rate": 0.00017263011152416358, | |
| "loss": 0.2147, | |
| "step": 590 | |
| }, | |
| { | |
| "epoch": 0.56, | |
| "learning_rate": 0.0001721654275092937, | |
| "loss": 0.2233, | |
| "step": 600 | |
| }, | |
| { | |
| "epoch": 0.56, | |
| "eval_accuracy": 0.8543054843669913, | |
| "eval_f1": 0.8543054843669913, | |
| "eval_loss": 0.3082994520664215, | |
| "eval_precision": 0.8543054843669913, | |
| "eval_recall": 0.8543054843669913, | |
| "eval_runtime": 66.1562, | |
| "eval_samples_per_second": 117.963, | |
| "eval_steps_per_second": 14.753, | |
| "step": 600 | |
| }, | |
| { | |
| "epoch": 0.57, | |
| "learning_rate": 0.0001717007434944238, | |
| "loss": 0.1553, | |
| "step": 610 | |
| }, | |
| { | |
| "epoch": 0.58, | |
| "learning_rate": 0.0001712360594795539, | |
| "loss": 0.205, | |
| "step": 620 | |
| }, | |
| { | |
| "epoch": 0.59, | |
| "learning_rate": 0.00017077137546468404, | |
| "loss": 0.202, | |
| "step": 630 | |
| }, | |
| { | |
| "epoch": 0.59, | |
| "learning_rate": 0.00017030669144981413, | |
| "loss": 0.2538, | |
| "step": 640 | |
| }, | |
| { | |
| "epoch": 0.6, | |
| "learning_rate": 0.00016984200743494425, | |
| "loss": 0.2256, | |
| "step": 650 | |
| }, | |
| { | |
| "epoch": 0.61, | |
| "learning_rate": 0.00016937732342007435, | |
| "loss": 0.2723, | |
| "step": 660 | |
| }, | |
| { | |
| "epoch": 0.62, | |
| "learning_rate": 0.00016891263940520447, | |
| "loss": 0.2022, | |
| "step": 670 | |
| }, | |
| { | |
| "epoch": 0.63, | |
| "learning_rate": 0.0001684479553903346, | |
| "loss": 0.2223, | |
| "step": 680 | |
| }, | |
| { | |
| "epoch": 0.64, | |
| "learning_rate": 0.0001679832713754647, | |
| "loss": 0.1468, | |
| "step": 690 | |
| }, | |
| { | |
| "epoch": 0.65, | |
| "learning_rate": 0.0001675185873605948, | |
| "loss": 0.2234, | |
| "step": 700 | |
| }, | |
| { | |
| "epoch": 0.65, | |
| "eval_accuracy": 0.8598154792414147, | |
| "eval_f1": 0.8598154792414147, | |
| "eval_loss": 0.37567147612571716, | |
| "eval_precision": 0.8598154792414147, | |
| "eval_recall": 0.8598154792414147, | |
| "eval_runtime": 66.048, | |
| "eval_samples_per_second": 118.156, | |
| "eval_steps_per_second": 14.777, | |
| "step": 700 | |
| }, | |
| { | |
| "epoch": 0.66, | |
| "learning_rate": 0.0001670539033457249, | |
| "loss": 0.3206, | |
| "step": 710 | |
| }, | |
| { | |
| "epoch": 0.67, | |
| "learning_rate": 0.00016658921933085502, | |
| "loss": 0.2027, | |
| "step": 720 | |
| }, | |
| { | |
| "epoch": 0.68, | |
| "learning_rate": 0.00016612453531598514, | |
| "loss": 0.2562, | |
| "step": 730 | |
| }, | |
| { | |
| "epoch": 0.69, | |
| "learning_rate": 0.00016565985130111526, | |
| "loss": 0.2237, | |
| "step": 740 | |
| }, | |
| { | |
| "epoch": 0.7, | |
| "learning_rate": 0.00016519516728624536, | |
| "loss": 0.1546, | |
| "step": 750 | |
| }, | |
| { | |
| "epoch": 0.71, | |
| "learning_rate": 0.00016473048327137548, | |
| "loss": 0.1116, | |
| "step": 760 | |
| }, | |
| { | |
| "epoch": 0.72, | |
| "learning_rate": 0.00016426579925650557, | |
| "loss": 0.2155, | |
| "step": 770 | |
| }, | |
| { | |
| "epoch": 0.72, | |
| "learning_rate": 0.00016380111524163572, | |
| "loss": 0.3059, | |
| "step": 780 | |
| }, | |
| { | |
| "epoch": 0.73, | |
| "learning_rate": 0.0001633364312267658, | |
| "loss": 0.225, | |
| "step": 790 | |
| }, | |
| { | |
| "epoch": 0.74, | |
| "learning_rate": 0.0001628717472118959, | |
| "loss": 0.1825, | |
| "step": 800 | |
| }, | |
| { | |
| "epoch": 0.74, | |
| "eval_accuracy": 0.8799333675038442, | |
| "eval_f1": 0.8799333675038442, | |
| "eval_loss": 0.26652154326438904, | |
| "eval_precision": 0.8799333675038442, | |
| "eval_recall": 0.8799333675038442, | |
| "eval_runtime": 65.7811, | |
| "eval_samples_per_second": 118.636, | |
| "eval_steps_per_second": 14.837, | |
| "step": 800 | |
| }, | |
| { | |
| "epoch": 0.75, | |
| "learning_rate": 0.00016240706319702603, | |
| "loss": 0.1389, | |
| "step": 810 | |
| }, | |
| { | |
| "epoch": 0.76, | |
| "learning_rate": 0.00016194237918215612, | |
| "loss": 0.2437, | |
| "step": 820 | |
| }, | |
| { | |
| "epoch": 0.77, | |
| "learning_rate": 0.00016147769516728627, | |
| "loss": 0.2605, | |
| "step": 830 | |
| }, | |
| { | |
| "epoch": 0.78, | |
| "learning_rate": 0.00016101301115241636, | |
| "loss": 0.1945, | |
| "step": 840 | |
| }, | |
| { | |
| "epoch": 0.79, | |
| "learning_rate": 0.00016054832713754648, | |
| "loss": 0.2126, | |
| "step": 850 | |
| }, | |
| { | |
| "epoch": 0.8, | |
| "learning_rate": 0.00016008364312267658, | |
| "loss": 0.1279, | |
| "step": 860 | |
| }, | |
| { | |
| "epoch": 0.81, | |
| "learning_rate": 0.0001596189591078067, | |
| "loss": 0.2797, | |
| "step": 870 | |
| }, | |
| { | |
| "epoch": 0.82, | |
| "learning_rate": 0.00015915427509293682, | |
| "loss": 0.1624, | |
| "step": 880 | |
| }, | |
| { | |
| "epoch": 0.83, | |
| "learning_rate": 0.00015868959107806691, | |
| "loss": 0.2071, | |
| "step": 890 | |
| }, | |
| { | |
| "epoch": 0.84, | |
| "learning_rate": 0.00015822490706319704, | |
| "loss": 0.1244, | |
| "step": 900 | |
| }, | |
| { | |
| "epoch": 0.84, | |
| "eval_accuracy": 0.8886468477703742, | |
| "eval_f1": 0.8886468477703742, | |
| "eval_loss": 0.30883264541625977, | |
| "eval_precision": 0.8886468477703742, | |
| "eval_recall": 0.8886468477703742, | |
| "eval_runtime": 66.22, | |
| "eval_samples_per_second": 117.85, | |
| "eval_steps_per_second": 14.739, | |
| "step": 900 | |
| }, | |
| { | |
| "epoch": 0.85, | |
| "learning_rate": 0.00015776022304832713, | |
| "loss": 0.1724, | |
| "step": 910 | |
| }, | |
| { | |
| "epoch": 0.86, | |
| "learning_rate": 0.00015729553903345725, | |
| "loss": 0.2183, | |
| "step": 920 | |
| }, | |
| { | |
| "epoch": 0.86, | |
| "learning_rate": 0.00015683085501858737, | |
| "loss": 0.1506, | |
| "step": 930 | |
| }, | |
| { | |
| "epoch": 0.87, | |
| "learning_rate": 0.0001563661710037175, | |
| "loss": 0.3948, | |
| "step": 940 | |
| }, | |
| { | |
| "epoch": 0.88, | |
| "learning_rate": 0.0001559014869888476, | |
| "loss": 0.1716, | |
| "step": 950 | |
| }, | |
| { | |
| "epoch": 0.89, | |
| "learning_rate": 0.0001554368029739777, | |
| "loss": 0.2014, | |
| "step": 960 | |
| }, | |
| { | |
| "epoch": 0.9, | |
| "learning_rate": 0.0001549721189591078, | |
| "loss": 0.1122, | |
| "step": 970 | |
| }, | |
| { | |
| "epoch": 0.91, | |
| "learning_rate": 0.00015450743494423792, | |
| "loss": 0.1644, | |
| "step": 980 | |
| }, | |
| { | |
| "epoch": 0.92, | |
| "learning_rate": 0.00015404275092936804, | |
| "loss": 0.1991, | |
| "step": 990 | |
| }, | |
| { | |
| "epoch": 0.93, | |
| "learning_rate": 0.00015357806691449814, | |
| "loss": 0.1454, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 0.93, | |
| "eval_accuracy": 0.8544336237826755, | |
| "eval_f1": 0.8544336237826755, | |
| "eval_loss": 0.4594305157661438, | |
| "eval_precision": 0.8544336237826755, | |
| "eval_recall": 0.8544336237826755, | |
| "eval_runtime": 66.4924, | |
| "eval_samples_per_second": 117.367, | |
| "eval_steps_per_second": 14.678, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 0.94, | |
| "learning_rate": 0.00015311338289962826, | |
| "loss": 0.1785, | |
| "step": 1010 | |
| }, | |
| { | |
| "epoch": 0.95, | |
| "learning_rate": 0.00015264869888475838, | |
| "loss": 0.1385, | |
| "step": 1020 | |
| }, | |
| { | |
| "epoch": 0.96, | |
| "learning_rate": 0.0001521840148698885, | |
| "loss": 0.1649, | |
| "step": 1030 | |
| }, | |
| { | |
| "epoch": 0.97, | |
| "learning_rate": 0.0001517193308550186, | |
| "loss": 0.1453, | |
| "step": 1040 | |
| }, | |
| { | |
| "epoch": 0.98, | |
| "learning_rate": 0.00015125464684014872, | |
| "loss": 0.1751, | |
| "step": 1050 | |
| }, | |
| { | |
| "epoch": 0.99, | |
| "learning_rate": 0.0001507899628252788, | |
| "loss": 0.1477, | |
| "step": 1060 | |
| }, | |
| { | |
| "epoch": 0.99, | |
| "learning_rate": 0.00015032527881040893, | |
| "loss": 0.1723, | |
| "step": 1070 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "learning_rate": 0.00014986059479553905, | |
| "loss": 0.1179, | |
| "step": 1080 | |
| }, | |
| { | |
| "epoch": 1.01, | |
| "learning_rate": 0.00014939591078066915, | |
| "loss": 0.101, | |
| "step": 1090 | |
| }, | |
| { | |
| "epoch": 1.02, | |
| "learning_rate": 0.00014893122676579927, | |
| "loss": 0.043, | |
| "step": 1100 | |
| }, | |
| { | |
| "epoch": 1.02, | |
| "eval_accuracy": 0.8819835981547924, | |
| "eval_f1": 0.8819835981547925, | |
| "eval_loss": 0.34242600202560425, | |
| "eval_precision": 0.8819835981547924, | |
| "eval_recall": 0.8819835981547924, | |
| "eval_runtime": 65.9295, | |
| "eval_samples_per_second": 118.369, | |
| "eval_steps_per_second": 14.804, | |
| "step": 1100 | |
| }, | |
| { | |
| "epoch": 1.03, | |
| "learning_rate": 0.00014846654275092936, | |
| "loss": 0.0525, | |
| "step": 1110 | |
| }, | |
| { | |
| "epoch": 1.04, | |
| "learning_rate": 0.00014800185873605948, | |
| "loss": 0.0857, | |
| "step": 1120 | |
| }, | |
| { | |
| "epoch": 1.05, | |
| "learning_rate": 0.0001475371747211896, | |
| "loss": 0.0544, | |
| "step": 1130 | |
| }, | |
| { | |
| "epoch": 1.06, | |
| "learning_rate": 0.0001470724907063197, | |
| "loss": 0.125, | |
| "step": 1140 | |
| }, | |
| { | |
| "epoch": 1.07, | |
| "learning_rate": 0.00014660780669144982, | |
| "loss": 0.1786, | |
| "step": 1150 | |
| }, | |
| { | |
| "epoch": 1.08, | |
| "learning_rate": 0.0001461431226765799, | |
| "loss": 0.1693, | |
| "step": 1160 | |
| }, | |
| { | |
| "epoch": 1.09, | |
| "learning_rate": 0.00014567843866171006, | |
| "loss": 0.0443, | |
| "step": 1170 | |
| }, | |
| { | |
| "epoch": 1.1, | |
| "learning_rate": 0.00014521375464684016, | |
| "loss": 0.102, | |
| "step": 1180 | |
| }, | |
| { | |
| "epoch": 1.11, | |
| "learning_rate": 0.00014474907063197028, | |
| "loss": 0.1092, | |
| "step": 1190 | |
| }, | |
| { | |
| "epoch": 1.12, | |
| "learning_rate": 0.00014428438661710037, | |
| "loss": 0.1911, | |
| "step": 1200 | |
| }, | |
| { | |
| "epoch": 1.12, | |
| "eval_accuracy": 0.8630189646335212, | |
| "eval_f1": 0.8630189646335212, | |
| "eval_loss": 0.4267546236515045, | |
| "eval_precision": 0.8630189646335212, | |
| "eval_recall": 0.8630189646335212, | |
| "eval_runtime": 66.425, | |
| "eval_samples_per_second": 117.486, | |
| "eval_steps_per_second": 14.693, | |
| "step": 1200 | |
| }, | |
| { | |
| "epoch": 1.12, | |
| "learning_rate": 0.0001438197026022305, | |
| "loss": 0.165, | |
| "step": 1210 | |
| }, | |
| { | |
| "epoch": 1.13, | |
| "learning_rate": 0.0001433550185873606, | |
| "loss": 0.1083, | |
| "step": 1220 | |
| }, | |
| { | |
| "epoch": 1.14, | |
| "learning_rate": 0.0001428903345724907, | |
| "loss": 0.1184, | |
| "step": 1230 | |
| }, | |
| { | |
| "epoch": 1.15, | |
| "learning_rate": 0.00014242565055762083, | |
| "loss": 0.1208, | |
| "step": 1240 | |
| }, | |
| { | |
| "epoch": 1.16, | |
| "learning_rate": 0.00014196096654275092, | |
| "loss": 0.1142, | |
| "step": 1250 | |
| }, | |
| { | |
| "epoch": 1.17, | |
| "learning_rate": 0.00014149628252788104, | |
| "loss": 0.0976, | |
| "step": 1260 | |
| }, | |
| { | |
| "epoch": 1.18, | |
| "learning_rate": 0.00014103159851301116, | |
| "loss": 0.087, | |
| "step": 1270 | |
| }, | |
| { | |
| "epoch": 1.19, | |
| "learning_rate": 0.00014056691449814129, | |
| "loss": 0.1507, | |
| "step": 1280 | |
| }, | |
| { | |
| "epoch": 1.2, | |
| "learning_rate": 0.00014010223048327138, | |
| "loss": 0.1603, | |
| "step": 1290 | |
| }, | |
| { | |
| "epoch": 1.21, | |
| "learning_rate": 0.0001396375464684015, | |
| "loss": 0.1091, | |
| "step": 1300 | |
| }, | |
| { | |
| "epoch": 1.21, | |
| "eval_accuracy": 0.877883136852896, | |
| "eval_f1": 0.877883136852896, | |
| "eval_loss": 0.29402631521224976, | |
| "eval_precision": 0.877883136852896, | |
| "eval_recall": 0.877883136852896, | |
| "eval_runtime": 65.9601, | |
| "eval_samples_per_second": 118.314, | |
| "eval_steps_per_second": 14.797, | |
| "step": 1300 | |
| }, | |
| { | |
| "epoch": 1.22, | |
| "learning_rate": 0.0001391728624535316, | |
| "loss": 0.0846, | |
| "step": 1310 | |
| }, | |
| { | |
| "epoch": 1.23, | |
| "learning_rate": 0.00013870817843866172, | |
| "loss": 0.0417, | |
| "step": 1320 | |
| }, | |
| { | |
| "epoch": 1.24, | |
| "learning_rate": 0.00013824349442379184, | |
| "loss": 0.1398, | |
| "step": 1330 | |
| }, | |
| { | |
| "epoch": 1.25, | |
| "learning_rate": 0.00013777881040892193, | |
| "loss": 0.1127, | |
| "step": 1340 | |
| }, | |
| { | |
| "epoch": 1.25, | |
| "learning_rate": 0.00013731412639405205, | |
| "loss": 0.1656, | |
| "step": 1350 | |
| }, | |
| { | |
| "epoch": 1.26, | |
| "learning_rate": 0.00013684944237918215, | |
| "loss": 0.0533, | |
| "step": 1360 | |
| }, | |
| { | |
| "epoch": 1.27, | |
| "learning_rate": 0.0001363847583643123, | |
| "loss": 0.0843, | |
| "step": 1370 | |
| }, | |
| { | |
| "epoch": 1.28, | |
| "learning_rate": 0.0001359200743494424, | |
| "loss": 0.1083, | |
| "step": 1380 | |
| }, | |
| { | |
| "epoch": 1.29, | |
| "learning_rate": 0.0001354553903345725, | |
| "loss": 0.0481, | |
| "step": 1390 | |
| }, | |
| { | |
| "epoch": 1.3, | |
| "learning_rate": 0.0001349907063197026, | |
| "loss": 0.0426, | |
| "step": 1400 | |
| }, | |
| { | |
| "epoch": 1.3, | |
| "eval_accuracy": 0.891465914915428, | |
| "eval_f1": 0.8914659149154279, | |
| "eval_loss": 0.3423434793949127, | |
| "eval_precision": 0.891465914915428, | |
| "eval_recall": 0.891465914915428, | |
| "eval_runtime": 65.7174, | |
| "eval_samples_per_second": 118.751, | |
| "eval_steps_per_second": 14.851, | |
| "step": 1400 | |
| }, | |
| { | |
| "epoch": 1.31, | |
| "learning_rate": 0.00013452602230483272, | |
| "loss": 0.0537, | |
| "step": 1410 | |
| }, | |
| { | |
| "epoch": 1.32, | |
| "learning_rate": 0.00013406133828996284, | |
| "loss": 0.0605, | |
| "step": 1420 | |
| }, | |
| { | |
| "epoch": 1.33, | |
| "learning_rate": 0.00013359665427509294, | |
| "loss": 0.0624, | |
| "step": 1430 | |
| }, | |
| { | |
| "epoch": 1.34, | |
| "learning_rate": 0.00013313197026022306, | |
| "loss": 0.0825, | |
| "step": 1440 | |
| }, | |
| { | |
| "epoch": 1.35, | |
| "learning_rate": 0.00013266728624535315, | |
| "loss": 0.133, | |
| "step": 1450 | |
| }, | |
| { | |
| "epoch": 1.36, | |
| "learning_rate": 0.00013220260223048327, | |
| "loss": 0.1118, | |
| "step": 1460 | |
| }, | |
| { | |
| "epoch": 1.37, | |
| "learning_rate": 0.0001317379182156134, | |
| "loss": 0.1296, | |
| "step": 1470 | |
| }, | |
| { | |
| "epoch": 1.38, | |
| "learning_rate": 0.00013127323420074352, | |
| "loss": 0.1391, | |
| "step": 1480 | |
| }, | |
| { | |
| "epoch": 1.38, | |
| "learning_rate": 0.0001308085501858736, | |
| "loss": 0.109, | |
| "step": 1490 | |
| }, | |
| { | |
| "epoch": 1.39, | |
| "learning_rate": 0.0001303438661710037, | |
| "loss": 0.0831, | |
| "step": 1500 | |
| }, | |
| { | |
| "epoch": 1.39, | |
| "eval_accuracy": 0.8625064069707842, | |
| "eval_f1": 0.8625064069707842, | |
| "eval_loss": 0.40863361954689026, | |
| "eval_precision": 0.8625064069707842, | |
| "eval_recall": 0.8625064069707842, | |
| "eval_runtime": 65.0899, | |
| "eval_samples_per_second": 119.896, | |
| "eval_steps_per_second": 14.995, | |
| "step": 1500 | |
| }, | |
| { | |
| "epoch": 1.4, | |
| "learning_rate": 0.00012987918215613383, | |
| "loss": 0.1479, | |
| "step": 1510 | |
| }, | |
| { | |
| "epoch": 1.41, | |
| "learning_rate": 0.00012941449814126395, | |
| "loss": 0.0766, | |
| "step": 1520 | |
| }, | |
| { | |
| "epoch": 1.42, | |
| "learning_rate": 0.00012894981412639407, | |
| "loss": 0.0498, | |
| "step": 1530 | |
| }, | |
| { | |
| "epoch": 1.43, | |
| "learning_rate": 0.00012848513011152416, | |
| "loss": 0.1506, | |
| "step": 1540 | |
| }, | |
| { | |
| "epoch": 1.44, | |
| "learning_rate": 0.00012802044609665428, | |
| "loss": 0.1968, | |
| "step": 1550 | |
| }, | |
| { | |
| "epoch": 1.45, | |
| "learning_rate": 0.0001275557620817844, | |
| "loss": 0.1047, | |
| "step": 1560 | |
| }, | |
| { | |
| "epoch": 1.46, | |
| "learning_rate": 0.00012709107806691453, | |
| "loss": 0.0901, | |
| "step": 1570 | |
| }, | |
| { | |
| "epoch": 1.47, | |
| "learning_rate": 0.00012662639405204462, | |
| "loss": 0.0387, | |
| "step": 1580 | |
| }, | |
| { | |
| "epoch": 1.48, | |
| "learning_rate": 0.0001261617100371747, | |
| "loss": 0.0545, | |
| "step": 1590 | |
| }, | |
| { | |
| "epoch": 1.49, | |
| "learning_rate": 0.00012569702602230483, | |
| "loss": 0.106, | |
| "step": 1600 | |
| }, | |
| { | |
| "epoch": 1.49, | |
| "eval_accuracy": 0.8972321886212199, | |
| "eval_f1": 0.8972321886212199, | |
| "eval_loss": 0.302043616771698, | |
| "eval_precision": 0.8972321886212199, | |
| "eval_recall": 0.8972321886212199, | |
| "eval_runtime": 65.3274, | |
| "eval_samples_per_second": 119.46, | |
| "eval_steps_per_second": 14.94, | |
| "step": 1600 | |
| }, | |
| { | |
| "epoch": 1.5, | |
| "learning_rate": 0.00012523234200743496, | |
| "loss": 0.1566, | |
| "step": 1610 | |
| }, | |
| { | |
| "epoch": 1.51, | |
| "learning_rate": 0.00012476765799256508, | |
| "loss": 0.0706, | |
| "step": 1620 | |
| }, | |
| { | |
| "epoch": 1.51, | |
| "learning_rate": 0.00012430297397769517, | |
| "loss": 0.1137, | |
| "step": 1630 | |
| }, | |
| { | |
| "epoch": 1.52, | |
| "learning_rate": 0.0001238382899628253, | |
| "loss": 0.0776, | |
| "step": 1640 | |
| }, | |
| { | |
| "epoch": 1.53, | |
| "learning_rate": 0.00012337360594795539, | |
| "loss": 0.1014, | |
| "step": 1650 | |
| }, | |
| { | |
| "epoch": 1.54, | |
| "learning_rate": 0.0001229089219330855, | |
| "loss": 0.1057, | |
| "step": 1660 | |
| }, | |
| { | |
| "epoch": 1.55, | |
| "learning_rate": 0.00012244423791821563, | |
| "loss": 0.0913, | |
| "step": 1670 | |
| }, | |
| { | |
| "epoch": 1.56, | |
| "learning_rate": 0.00012197955390334572, | |
| "loss": 0.0881, | |
| "step": 1680 | |
| }, | |
| { | |
| "epoch": 1.57, | |
| "learning_rate": 0.00012151486988847584, | |
| "loss": 0.0524, | |
| "step": 1690 | |
| }, | |
| { | |
| "epoch": 1.58, | |
| "learning_rate": 0.00012105018587360595, | |
| "loss": 0.0717, | |
| "step": 1700 | |
| }, | |
| { | |
| "epoch": 1.58, | |
| "eval_accuracy": 0.8874935930292158, | |
| "eval_f1": 0.8874935930292158, | |
| "eval_loss": 0.3970746397972107, | |
| "eval_precision": 0.8874935930292158, | |
| "eval_recall": 0.8874935930292158, | |
| "eval_runtime": 65.4763, | |
| "eval_samples_per_second": 119.188, | |
| "eval_steps_per_second": 14.906, | |
| "step": 1700 | |
| }, | |
| { | |
| "epoch": 1.59, | |
| "learning_rate": 0.00012058550185873607, | |
| "loss": 0.0432, | |
| "step": 1710 | |
| }, | |
| { | |
| "epoch": 1.6, | |
| "learning_rate": 0.00012012081784386618, | |
| "loss": 0.1672, | |
| "step": 1720 | |
| }, | |
| { | |
| "epoch": 1.61, | |
| "learning_rate": 0.0001196561338289963, | |
| "loss": 0.1003, | |
| "step": 1730 | |
| }, | |
| { | |
| "epoch": 1.62, | |
| "learning_rate": 0.0001191914498141264, | |
| "loss": 0.0985, | |
| "step": 1740 | |
| }, | |
| { | |
| "epoch": 1.63, | |
| "learning_rate": 0.0001187267657992565, | |
| "loss": 0.0614, | |
| "step": 1750 | |
| }, | |
| { | |
| "epoch": 1.64, | |
| "learning_rate": 0.00011826208178438662, | |
| "loss": 0.107, | |
| "step": 1760 | |
| }, | |
| { | |
| "epoch": 1.64, | |
| "learning_rate": 0.00011779739776951673, | |
| "loss": 0.0364, | |
| "step": 1770 | |
| }, | |
| { | |
| "epoch": 1.65, | |
| "learning_rate": 0.00011733271375464685, | |
| "loss": 0.0813, | |
| "step": 1780 | |
| }, | |
| { | |
| "epoch": 1.66, | |
| "learning_rate": 0.00011686802973977695, | |
| "loss": 0.064, | |
| "step": 1790 | |
| }, | |
| { | |
| "epoch": 1.67, | |
| "learning_rate": 0.00011640334572490708, | |
| "loss": 0.1134, | |
| "step": 1800 | |
| }, | |
| { | |
| "epoch": 1.67, | |
| "eval_accuracy": 0.8923628908252178, | |
| "eval_f1": 0.8923628908252178, | |
| "eval_loss": 0.35297414660453796, | |
| "eval_precision": 0.8923628908252178, | |
| "eval_recall": 0.8923628908252178, | |
| "eval_runtime": 64.6499, | |
| "eval_samples_per_second": 120.712, | |
| "eval_steps_per_second": 15.097, | |
| "step": 1800 | |
| }, | |
| { | |
| "epoch": 1.68, | |
| "learning_rate": 0.00011593866171003717, | |
| "loss": 0.0179, | |
| "step": 1810 | |
| }, | |
| { | |
| "epoch": 1.69, | |
| "learning_rate": 0.0001154739776951673, | |
| "loss": 0.0665, | |
| "step": 1820 | |
| }, | |
| { | |
| "epoch": 1.7, | |
| "learning_rate": 0.0001150092936802974, | |
| "loss": 0.0372, | |
| "step": 1830 | |
| }, | |
| { | |
| "epoch": 1.71, | |
| "learning_rate": 0.00011454460966542751, | |
| "loss": 0.1263, | |
| "step": 1840 | |
| }, | |
| { | |
| "epoch": 1.72, | |
| "learning_rate": 0.00011407992565055763, | |
| "loss": 0.0293, | |
| "step": 1850 | |
| }, | |
| { | |
| "epoch": 1.73, | |
| "learning_rate": 0.00011361524163568773, | |
| "loss": 0.1185, | |
| "step": 1860 | |
| }, | |
| { | |
| "epoch": 1.74, | |
| "learning_rate": 0.00011315055762081786, | |
| "loss": 0.0788, | |
| "step": 1870 | |
| }, | |
| { | |
| "epoch": 1.75, | |
| "learning_rate": 0.00011268587360594795, | |
| "loss": 0.0587, | |
| "step": 1880 | |
| }, | |
| { | |
| "epoch": 1.76, | |
| "learning_rate": 0.00011222118959107807, | |
| "loss": 0.0585, | |
| "step": 1890 | |
| }, | |
| { | |
| "epoch": 1.77, | |
| "learning_rate": 0.00011175650557620818, | |
| "loss": 0.0702, | |
| "step": 1900 | |
| }, | |
| { | |
| "epoch": 1.77, | |
| "eval_accuracy": 0.8887749871860584, | |
| "eval_f1": 0.8887749871860584, | |
| "eval_loss": 0.3878268897533417, | |
| "eval_precision": 0.8887749871860584, | |
| "eval_recall": 0.8887749871860584, | |
| "eval_runtime": 65.5021, | |
| "eval_samples_per_second": 119.141, | |
| "eval_steps_per_second": 14.9, | |
| "step": 1900 | |
| }, | |
| { | |
| "epoch": 1.78, | |
| "learning_rate": 0.0001112918215613383, | |
| "loss": 0.084, | |
| "step": 1910 | |
| }, | |
| { | |
| "epoch": 1.78, | |
| "learning_rate": 0.00011082713754646841, | |
| "loss": 0.039, | |
| "step": 1920 | |
| }, | |
| { | |
| "epoch": 1.79, | |
| "learning_rate": 0.0001103624535315985, | |
| "loss": 0.0466, | |
| "step": 1930 | |
| }, | |
| { | |
| "epoch": 1.8, | |
| "learning_rate": 0.00010989776951672863, | |
| "loss": 0.0496, | |
| "step": 1940 | |
| }, | |
| { | |
| "epoch": 1.81, | |
| "learning_rate": 0.00010943308550185873, | |
| "loss": 0.1033, | |
| "step": 1950 | |
| }, | |
| { | |
| "epoch": 1.82, | |
| "learning_rate": 0.00010896840148698885, | |
| "loss": 0.0784, | |
| "step": 1960 | |
| }, | |
| { | |
| "epoch": 1.83, | |
| "learning_rate": 0.00010850371747211896, | |
| "loss": 0.0542, | |
| "step": 1970 | |
| }, | |
| { | |
| "epoch": 1.84, | |
| "learning_rate": 0.00010803903345724908, | |
| "loss": 0.0652, | |
| "step": 1980 | |
| }, | |
| { | |
| "epoch": 1.85, | |
| "learning_rate": 0.00010757434944237919, | |
| "loss": 0.1441, | |
| "step": 1990 | |
| }, | |
| { | |
| "epoch": 1.86, | |
| "learning_rate": 0.00010710966542750931, | |
| "loss": 0.0828, | |
| "step": 2000 | |
| }, | |
| { | |
| "epoch": 1.86, | |
| "eval_accuracy": 0.885187083546899, | |
| "eval_f1": 0.885187083546899, | |
| "eval_loss": 0.3822377622127533, | |
| "eval_precision": 0.885187083546899, | |
| "eval_recall": 0.885187083546899, | |
| "eval_runtime": 65.3969, | |
| "eval_samples_per_second": 119.333, | |
| "eval_steps_per_second": 14.924, | |
| "step": 2000 | |
| }, | |
| { | |
| "epoch": 1.87, | |
| "learning_rate": 0.0001066449814126394, | |
| "loss": 0.0508, | |
| "step": 2010 | |
| }, | |
| { | |
| "epoch": 1.88, | |
| "learning_rate": 0.00010618029739776951, | |
| "loss": 0.129, | |
| "step": 2020 | |
| }, | |
| { | |
| "epoch": 1.89, | |
| "learning_rate": 0.00010571561338289963, | |
| "loss": 0.1331, | |
| "step": 2030 | |
| }, | |
| { | |
| "epoch": 1.9, | |
| "learning_rate": 0.00010525092936802974, | |
| "loss": 0.0763, | |
| "step": 2040 | |
| }, | |
| { | |
| "epoch": 1.91, | |
| "learning_rate": 0.00010478624535315986, | |
| "loss": 0.0495, | |
| "step": 2050 | |
| }, | |
| { | |
| "epoch": 1.91, | |
| "learning_rate": 0.00010432156133828996, | |
| "loss": 0.0353, | |
| "step": 2060 | |
| }, | |
| { | |
| "epoch": 1.92, | |
| "learning_rate": 0.00010385687732342009, | |
| "loss": 0.0923, | |
| "step": 2070 | |
| }, | |
| { | |
| "epoch": 1.93, | |
| "learning_rate": 0.00010339219330855019, | |
| "loss": 0.0461, | |
| "step": 2080 | |
| }, | |
| { | |
| "epoch": 1.94, | |
| "learning_rate": 0.00010292750929368031, | |
| "loss": 0.0763, | |
| "step": 2090 | |
| }, | |
| { | |
| "epoch": 1.95, | |
| "learning_rate": 0.00010246282527881041, | |
| "loss": 0.0497, | |
| "step": 2100 | |
| }, | |
| { | |
| "epoch": 1.95, | |
| "eval_accuracy": 0.8991542798564839, | |
| "eval_f1": 0.8991542798564839, | |
| "eval_loss": 0.3363974690437317, | |
| "eval_precision": 0.8991542798564839, | |
| "eval_recall": 0.8991542798564839, | |
| "eval_runtime": 65.489, | |
| "eval_samples_per_second": 119.165, | |
| "eval_steps_per_second": 14.903, | |
| "step": 2100 | |
| }, | |
| { | |
| "epoch": 1.96, | |
| "learning_rate": 0.00010199814126394052, | |
| "loss": 0.0843, | |
| "step": 2110 | |
| }, | |
| { | |
| "epoch": 1.97, | |
| "learning_rate": 0.00010153345724907064, | |
| "loss": 0.0746, | |
| "step": 2120 | |
| }, | |
| { | |
| "epoch": 1.98, | |
| "learning_rate": 0.00010106877323420074, | |
| "loss": 0.0642, | |
| "step": 2130 | |
| }, | |
| { | |
| "epoch": 1.99, | |
| "learning_rate": 0.00010060408921933087, | |
| "loss": 0.0207, | |
| "step": 2140 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "learning_rate": 0.00010013940520446097, | |
| "loss": 0.0126, | |
| "step": 2150 | |
| }, | |
| { | |
| "epoch": 2.01, | |
| "learning_rate": 9.967472118959109e-05, | |
| "loss": 0.0574, | |
| "step": 2160 | |
| }, | |
| { | |
| "epoch": 2.02, | |
| "learning_rate": 9.92100371747212e-05, | |
| "loss": 0.0037, | |
| "step": 2170 | |
| }, | |
| { | |
| "epoch": 2.03, | |
| "learning_rate": 9.87453531598513e-05, | |
| "loss": 0.0794, | |
| "step": 2180 | |
| }, | |
| { | |
| "epoch": 2.04, | |
| "learning_rate": 9.828066914498142e-05, | |
| "loss": 0.0326, | |
| "step": 2190 | |
| }, | |
| { | |
| "epoch": 2.04, | |
| "learning_rate": 9.781598513011153e-05, | |
| "loss": 0.0191, | |
| "step": 2200 | |
| }, | |
| { | |
| "epoch": 2.04, | |
| "eval_accuracy": 0.8924910302409022, | |
| "eval_f1": 0.8924910302409022, | |
| "eval_loss": 0.4041886031627655, | |
| "eval_precision": 0.8924910302409022, | |
| "eval_recall": 0.8924910302409022, | |
| "eval_runtime": 65.2142, | |
| "eval_samples_per_second": 119.667, | |
| "eval_steps_per_second": 14.966, | |
| "step": 2200 | |
| }, | |
| { | |
| "epoch": 2.05, | |
| "learning_rate": 9.735130111524164e-05, | |
| "loss": 0.0039, | |
| "step": 2210 | |
| }, | |
| { | |
| "epoch": 2.06, | |
| "learning_rate": 9.688661710037176e-05, | |
| "loss": 0.0294, | |
| "step": 2220 | |
| }, | |
| { | |
| "epoch": 2.07, | |
| "learning_rate": 9.642193308550185e-05, | |
| "loss": 0.0465, | |
| "step": 2230 | |
| }, | |
| { | |
| "epoch": 2.08, | |
| "learning_rate": 9.595724907063197e-05, | |
| "loss": 0.0069, | |
| "step": 2240 | |
| }, | |
| { | |
| "epoch": 2.09, | |
| "learning_rate": 9.549256505576208e-05, | |
| "loss": 0.0108, | |
| "step": 2250 | |
| }, | |
| { | |
| "epoch": 2.1, | |
| "learning_rate": 9.50278810408922e-05, | |
| "loss": 0.0205, | |
| "step": 2260 | |
| }, | |
| { | |
| "epoch": 2.11, | |
| "learning_rate": 9.456319702602231e-05, | |
| "loss": 0.0044, | |
| "step": 2270 | |
| }, | |
| { | |
| "epoch": 2.12, | |
| "learning_rate": 9.409851301115242e-05, | |
| "loss": 0.02, | |
| "step": 2280 | |
| }, | |
| { | |
| "epoch": 2.13, | |
| "learning_rate": 9.363382899628254e-05, | |
| "loss": 0.0356, | |
| "step": 2290 | |
| }, | |
| { | |
| "epoch": 2.14, | |
| "learning_rate": 9.316914498141265e-05, | |
| "loss": 0.0388, | |
| "step": 2300 | |
| }, | |
| { | |
| "epoch": 2.14, | |
| "eval_accuracy": 0.8969759097898513, | |
| "eval_f1": 0.8969759097898513, | |
| "eval_loss": 0.4484836459159851, | |
| "eval_precision": 0.8969759097898513, | |
| "eval_recall": 0.8969759097898513, | |
| "eval_runtime": 65.1292, | |
| "eval_samples_per_second": 119.823, | |
| "eval_steps_per_second": 14.986, | |
| "step": 2300 | |
| }, | |
| { | |
| "epoch": 2.15, | |
| "learning_rate": 9.270446096654275e-05, | |
| "loss": 0.0118, | |
| "step": 2310 | |
| }, | |
| { | |
| "epoch": 2.16, | |
| "learning_rate": 9.223977695167286e-05, | |
| "loss": 0.007, | |
| "step": 2320 | |
| }, | |
| { | |
| "epoch": 2.17, | |
| "learning_rate": 9.177509293680297e-05, | |
| "loss": 0.0716, | |
| "step": 2330 | |
| }, | |
| { | |
| "epoch": 2.17, | |
| "learning_rate": 9.131040892193309e-05, | |
| "loss": 0.004, | |
| "step": 2340 | |
| }, | |
| { | |
| "epoch": 2.18, | |
| "learning_rate": 9.08457249070632e-05, | |
| "loss": 0.0501, | |
| "step": 2350 | |
| }, | |
| { | |
| "epoch": 2.19, | |
| "learning_rate": 9.038104089219332e-05, | |
| "loss": 0.0478, | |
| "step": 2360 | |
| }, | |
| { | |
| "epoch": 2.2, | |
| "learning_rate": 8.991635687732343e-05, | |
| "loss": 0.0994, | |
| "step": 2370 | |
| }, | |
| { | |
| "epoch": 2.21, | |
| "learning_rate": 8.945167286245353e-05, | |
| "loss": 0.0133, | |
| "step": 2380 | |
| }, | |
| { | |
| "epoch": 2.22, | |
| "learning_rate": 8.898698884758366e-05, | |
| "loss": 0.0215, | |
| "step": 2390 | |
| }, | |
| { | |
| "epoch": 2.23, | |
| "learning_rate": 8.852230483271375e-05, | |
| "loss": 0.0273, | |
| "step": 2400 | |
| }, | |
| { | |
| "epoch": 2.23, | |
| "eval_accuracy": 0.8953100973859559, | |
| "eval_f1": 0.8953100973859559, | |
| "eval_loss": 0.3862035572528839, | |
| "eval_precision": 0.8953100973859559, | |
| "eval_recall": 0.8953100973859559, | |
| "eval_runtime": 65.6051, | |
| "eval_samples_per_second": 118.954, | |
| "eval_steps_per_second": 14.877, | |
| "step": 2400 | |
| }, | |
| { | |
| "epoch": 2.24, | |
| "learning_rate": 8.805762081784387e-05, | |
| "loss": 0.0041, | |
| "step": 2410 | |
| }, | |
| { | |
| "epoch": 2.25, | |
| "learning_rate": 8.759293680297398e-05, | |
| "loss": 0.0112, | |
| "step": 2420 | |
| }, | |
| { | |
| "epoch": 2.26, | |
| "learning_rate": 8.71282527881041e-05, | |
| "loss": 0.0148, | |
| "step": 2430 | |
| }, | |
| { | |
| "epoch": 2.27, | |
| "learning_rate": 8.66635687732342e-05, | |
| "loss": 0.0259, | |
| "step": 2440 | |
| }, | |
| { | |
| "epoch": 2.28, | |
| "learning_rate": 8.619888475836431e-05, | |
| "loss": 0.036, | |
| "step": 2450 | |
| }, | |
| { | |
| "epoch": 2.29, | |
| "learning_rate": 8.573420074349443e-05, | |
| "loss": 0.0237, | |
| "step": 2460 | |
| }, | |
| { | |
| "epoch": 2.3, | |
| "learning_rate": 8.526951672862454e-05, | |
| "loss": 0.0177, | |
| "step": 2470 | |
| }, | |
| { | |
| "epoch": 2.3, | |
| "learning_rate": 8.480483271375465e-05, | |
| "loss": 0.0027, | |
| "step": 2480 | |
| }, | |
| { | |
| "epoch": 2.31, | |
| "learning_rate": 8.434014869888476e-05, | |
| "loss": 0.0198, | |
| "step": 2490 | |
| }, | |
| { | |
| "epoch": 2.32, | |
| "learning_rate": 8.387546468401486e-05, | |
| "loss": 0.0032, | |
| "step": 2500 | |
| }, | |
| { | |
| "epoch": 2.32, | |
| "eval_accuracy": 0.8949256791389031, | |
| "eval_f1": 0.8949256791389031, | |
| "eval_loss": 0.4709579646587372, | |
| "eval_precision": 0.8949256791389031, | |
| "eval_recall": 0.8949256791389031, | |
| "eval_runtime": 65.1155, | |
| "eval_samples_per_second": 119.849, | |
| "eval_steps_per_second": 14.989, | |
| "step": 2500 | |
| }, | |
| { | |
| "epoch": 2.33, | |
| "learning_rate": 8.341078066914499e-05, | |
| "loss": 0.0337, | |
| "step": 2510 | |
| }, | |
| { | |
| "epoch": 2.34, | |
| "learning_rate": 8.29460966542751e-05, | |
| "loss": 0.0346, | |
| "step": 2520 | |
| }, | |
| { | |
| "epoch": 2.35, | |
| "learning_rate": 8.248141263940521e-05, | |
| "loss": 0.0032, | |
| "step": 2530 | |
| }, | |
| { | |
| "epoch": 2.36, | |
| "learning_rate": 8.201672862453532e-05, | |
| "loss": 0.007, | |
| "step": 2540 | |
| }, | |
| { | |
| "epoch": 2.37, | |
| "learning_rate": 8.155204460966543e-05, | |
| "loss": 0.0023, | |
| "step": 2550 | |
| }, | |
| { | |
| "epoch": 2.38, | |
| "learning_rate": 8.108736059479555e-05, | |
| "loss": 0.0014, | |
| "step": 2560 | |
| }, | |
| { | |
| "epoch": 2.39, | |
| "learning_rate": 8.062267657992564e-05, | |
| "loss": 0.0146, | |
| "step": 2570 | |
| }, | |
| { | |
| "epoch": 2.4, | |
| "learning_rate": 8.015799256505577e-05, | |
| "loss": 0.0474, | |
| "step": 2580 | |
| }, | |
| { | |
| "epoch": 2.41, | |
| "learning_rate": 7.969330855018587e-05, | |
| "loss": 0.0259, | |
| "step": 2590 | |
| }, | |
| { | |
| "epoch": 2.42, | |
| "learning_rate": 7.922862453531598e-05, | |
| "loss": 0.0242, | |
| "step": 2600 | |
| }, | |
| { | |
| "epoch": 2.42, | |
| "eval_accuracy": 0.8937724243977447, | |
| "eval_f1": 0.8937724243977447, | |
| "eval_loss": 0.48591741919517517, | |
| "eval_precision": 0.8937724243977447, | |
| "eval_recall": 0.8937724243977447, | |
| "eval_runtime": 64.6141, | |
| "eval_samples_per_second": 120.779, | |
| "eval_steps_per_second": 15.105, | |
| "step": 2600 | |
| }, | |
| { | |
| "epoch": 2.43, | |
| "learning_rate": 7.87639405204461e-05, | |
| "loss": 0.0226, | |
| "step": 2610 | |
| }, | |
| { | |
| "epoch": 2.43, | |
| "learning_rate": 7.829925650557621e-05, | |
| "loss": 0.0012, | |
| "step": 2620 | |
| }, | |
| { | |
| "epoch": 2.44, | |
| "learning_rate": 7.783457249070633e-05, | |
| "loss": 0.0034, | |
| "step": 2630 | |
| }, | |
| { | |
| "epoch": 2.45, | |
| "learning_rate": 7.736988847583644e-05, | |
| "loss": 0.0013, | |
| "step": 2640 | |
| }, | |
| { | |
| "epoch": 2.46, | |
| "learning_rate": 7.690520446096655e-05, | |
| "loss": 0.0448, | |
| "step": 2650 | |
| }, | |
| { | |
| "epoch": 2.47, | |
| "learning_rate": 7.644052044609665e-05, | |
| "loss": 0.0348, | |
| "step": 2660 | |
| }, | |
| { | |
| "epoch": 2.48, | |
| "learning_rate": 7.597583643122676e-05, | |
| "loss": 0.0381, | |
| "step": 2670 | |
| }, | |
| { | |
| "epoch": 2.49, | |
| "learning_rate": 7.551115241635688e-05, | |
| "loss": 0.0064, | |
| "step": 2680 | |
| }, | |
| { | |
| "epoch": 2.5, | |
| "learning_rate": 7.504646840148699e-05, | |
| "loss": 0.0393, | |
| "step": 2690 | |
| }, | |
| { | |
| "epoch": 2.51, | |
| "learning_rate": 7.458178438661711e-05, | |
| "loss": 0.065, | |
| "step": 2700 | |
| }, | |
| { | |
| "epoch": 2.51, | |
| "eval_accuracy": 0.898257303946694, | |
| "eval_f1": 0.898257303946694, | |
| "eval_loss": 0.444608598947525, | |
| "eval_precision": 0.898257303946694, | |
| "eval_recall": 0.898257303946694, | |
| "eval_runtime": 64.9542, | |
| "eval_samples_per_second": 120.146, | |
| "eval_steps_per_second": 15.026, | |
| "step": 2700 | |
| }, | |
| { | |
| "epoch": 2.52, | |
| "learning_rate": 7.411710037174722e-05, | |
| "loss": 0.0063, | |
| "step": 2710 | |
| }, | |
| { | |
| "epoch": 2.53, | |
| "learning_rate": 7.365241635687733e-05, | |
| "loss": 0.0398, | |
| "step": 2720 | |
| }, | |
| { | |
| "epoch": 2.54, | |
| "learning_rate": 7.318773234200745e-05, | |
| "loss": 0.0088, | |
| "step": 2730 | |
| }, | |
| { | |
| "epoch": 2.55, | |
| "learning_rate": 7.272304832713755e-05, | |
| "loss": 0.034, | |
| "step": 2740 | |
| }, | |
| { | |
| "epoch": 2.56, | |
| "learning_rate": 7.225836431226766e-05, | |
| "loss": 0.0162, | |
| "step": 2750 | |
| }, | |
| { | |
| "epoch": 2.57, | |
| "learning_rate": 7.179368029739777e-05, | |
| "loss": 0.0013, | |
| "step": 2760 | |
| }, | |
| { | |
| "epoch": 2.57, | |
| "learning_rate": 7.132899628252788e-05, | |
| "loss": 0.0125, | |
| "step": 2770 | |
| }, | |
| { | |
| "epoch": 2.58, | |
| "learning_rate": 7.0864312267658e-05, | |
| "loss": 0.0024, | |
| "step": 2780 | |
| }, | |
| { | |
| "epoch": 2.59, | |
| "learning_rate": 7.03996282527881e-05, | |
| "loss": 0.0407, | |
| "step": 2790 | |
| }, | |
| { | |
| "epoch": 2.6, | |
| "learning_rate": 6.993494423791823e-05, | |
| "loss": 0.0258, | |
| "step": 2800 | |
| }, | |
| { | |
| "epoch": 2.6, | |
| "eval_accuracy": 0.8924910302409022, | |
| "eval_f1": 0.8924910302409022, | |
| "eval_loss": 0.5354290008544922, | |
| "eval_precision": 0.8924910302409022, | |
| "eval_recall": 0.8924910302409022, | |
| "eval_runtime": 65.3052, | |
| "eval_samples_per_second": 119.501, | |
| "eval_steps_per_second": 14.945, | |
| "step": 2800 | |
| }, | |
| { | |
| "epoch": 2.61, | |
| "learning_rate": 6.947026022304833e-05, | |
| "loss": 0.0016, | |
| "step": 2810 | |
| }, | |
| { | |
| "epoch": 2.62, | |
| "learning_rate": 6.900557620817844e-05, | |
| "loss": 0.0144, | |
| "step": 2820 | |
| }, | |
| { | |
| "epoch": 2.63, | |
| "learning_rate": 6.854089219330855e-05, | |
| "loss": 0.0009, | |
| "step": 2830 | |
| }, | |
| { | |
| "epoch": 2.64, | |
| "learning_rate": 6.807620817843866e-05, | |
| "loss": 0.0498, | |
| "step": 2840 | |
| }, | |
| { | |
| "epoch": 2.65, | |
| "learning_rate": 6.761152416356878e-05, | |
| "loss": 0.0079, | |
| "step": 2850 | |
| }, | |
| { | |
| "epoch": 2.66, | |
| "learning_rate": 6.714684014869889e-05, | |
| "loss": 0.0318, | |
| "step": 2860 | |
| }, | |
| { | |
| "epoch": 2.67, | |
| "learning_rate": 6.668215613382899e-05, | |
| "loss": 0.0471, | |
| "step": 2870 | |
| }, | |
| { | |
| "epoch": 2.68, | |
| "learning_rate": 6.621747211895911e-05, | |
| "loss": 0.0011, | |
| "step": 2880 | |
| }, | |
| { | |
| "epoch": 2.69, | |
| "learning_rate": 6.575278810408922e-05, | |
| "loss": 0.003, | |
| "step": 2890 | |
| }, | |
| { | |
| "epoch": 2.7, | |
| "learning_rate": 6.528810408921934e-05, | |
| "loss": 0.001, | |
| "step": 2900 | |
| }, | |
| { | |
| "epoch": 2.7, | |
| "eval_accuracy": 0.895822655048693, | |
| "eval_f1": 0.895822655048693, | |
| "eval_loss": 0.5200697183609009, | |
| "eval_precision": 0.895822655048693, | |
| "eval_recall": 0.895822655048693, | |
| "eval_runtime": 65.3033, | |
| "eval_samples_per_second": 119.504, | |
| "eval_steps_per_second": 14.946, | |
| "step": 2900 | |
| }, | |
| { | |
| "epoch": 2.7, | |
| "learning_rate": 6.482342007434945e-05, | |
| "loss": 0.0027, | |
| "step": 2910 | |
| }, | |
| { | |
| "epoch": 2.71, | |
| "learning_rate": 6.435873605947956e-05, | |
| "loss": 0.0009, | |
| "step": 2920 | |
| }, | |
| { | |
| "epoch": 2.72, | |
| "learning_rate": 6.389405204460967e-05, | |
| "loss": 0.0334, | |
| "step": 2930 | |
| }, | |
| { | |
| "epoch": 2.73, | |
| "learning_rate": 6.342936802973977e-05, | |
| "loss": 0.0418, | |
| "step": 2940 | |
| }, | |
| { | |
| "epoch": 2.74, | |
| "learning_rate": 6.29646840148699e-05, | |
| "loss": 0.0012, | |
| "step": 2950 | |
| }, | |
| { | |
| "epoch": 2.75, | |
| "learning_rate": 6.25e-05, | |
| "loss": 0.0017, | |
| "step": 2960 | |
| }, | |
| { | |
| "epoch": 2.76, | |
| "learning_rate": 6.203531598513012e-05, | |
| "loss": 0.039, | |
| "step": 2970 | |
| }, | |
| { | |
| "epoch": 2.77, | |
| "learning_rate": 6.157063197026023e-05, | |
| "loss": 0.0293, | |
| "step": 2980 | |
| }, | |
| { | |
| "epoch": 2.78, | |
| "learning_rate": 6.110594795539034e-05, | |
| "loss": 0.001, | |
| "step": 2990 | |
| }, | |
| { | |
| "epoch": 2.79, | |
| "learning_rate": 6.064126394052045e-05, | |
| "loss": 0.0336, | |
| "step": 3000 | |
| }, | |
| { | |
| "epoch": 2.79, | |
| "eval_accuracy": 0.8923628908252178, | |
| "eval_f1": 0.8923628908252178, | |
| "eval_loss": 0.5137433409690857, | |
| "eval_precision": 0.8923628908252178, | |
| "eval_recall": 0.8923628908252178, | |
| "eval_runtime": 64.8327, | |
| "eval_samples_per_second": 120.371, | |
| "eval_steps_per_second": 15.054, | |
| "step": 3000 | |
| }, | |
| { | |
| "epoch": 2.8, | |
| "learning_rate": 6.017657992565055e-05, | |
| "loss": 0.003, | |
| "step": 3010 | |
| }, | |
| { | |
| "epoch": 2.81, | |
| "learning_rate": 5.971189591078067e-05, | |
| "loss": 0.0054, | |
| "step": 3020 | |
| }, | |
| { | |
| "epoch": 2.82, | |
| "learning_rate": 5.924721189591078e-05, | |
| "loss": 0.0125, | |
| "step": 3030 | |
| }, | |
| { | |
| "epoch": 2.83, | |
| "learning_rate": 5.8782527881040895e-05, | |
| "loss": 0.001, | |
| "step": 3040 | |
| }, | |
| { | |
| "epoch": 2.83, | |
| "learning_rate": 5.831784386617101e-05, | |
| "loss": 0.0025, | |
| "step": 3050 | |
| }, | |
| { | |
| "epoch": 2.84, | |
| "learning_rate": 5.785315985130112e-05, | |
| "loss": 0.001, | |
| "step": 3060 | |
| }, | |
| { | |
| "epoch": 2.85, | |
| "learning_rate": 5.738847583643123e-05, | |
| "loss": 0.0317, | |
| "step": 3070 | |
| }, | |
| { | |
| "epoch": 2.86, | |
| "learning_rate": 5.6923791821561346e-05, | |
| "loss": 0.0008, | |
| "step": 3080 | |
| }, | |
| { | |
| "epoch": 2.87, | |
| "learning_rate": 5.645910780669146e-05, | |
| "loss": 0.0159, | |
| "step": 3090 | |
| }, | |
| { | |
| "epoch": 2.88, | |
| "learning_rate": 5.599442379182156e-05, | |
| "loss": 0.0205, | |
| "step": 3100 | |
| }, | |
| { | |
| "epoch": 2.88, | |
| "eval_accuracy": 0.8972321886212199, | |
| "eval_f1": 0.8972321886212199, | |
| "eval_loss": 0.5250884294509888, | |
| "eval_precision": 0.8972321886212199, | |
| "eval_recall": 0.8972321886212199, | |
| "eval_runtime": 65.4971, | |
| "eval_samples_per_second": 119.15, | |
| "eval_steps_per_second": 14.901, | |
| "step": 3100 | |
| }, | |
| { | |
| "epoch": 2.89, | |
| "learning_rate": 5.5529739776951675e-05, | |
| "loss": 0.0284, | |
| "step": 3110 | |
| }, | |
| { | |
| "epoch": 2.9, | |
| "learning_rate": 5.506505576208178e-05, | |
| "loss": 0.0009, | |
| "step": 3120 | |
| }, | |
| { | |
| "epoch": 2.91, | |
| "learning_rate": 5.46003717472119e-05, | |
| "loss": 0.0166, | |
| "step": 3130 | |
| }, | |
| { | |
| "epoch": 2.92, | |
| "learning_rate": 5.413568773234201e-05, | |
| "loss": 0.0347, | |
| "step": 3140 | |
| }, | |
| { | |
| "epoch": 2.93, | |
| "learning_rate": 5.3671003717472126e-05, | |
| "loss": 0.0387, | |
| "step": 3150 | |
| }, | |
| { | |
| "epoch": 2.94, | |
| "learning_rate": 5.320631970260223e-05, | |
| "loss": 0.003, | |
| "step": 3160 | |
| }, | |
| { | |
| "epoch": 2.95, | |
| "learning_rate": 5.274163568773235e-05, | |
| "loss": 0.0248, | |
| "step": 3170 | |
| }, | |
| { | |
| "epoch": 2.96, | |
| "learning_rate": 5.227695167286245e-05, | |
| "loss": 0.0079, | |
| "step": 3180 | |
| }, | |
| { | |
| "epoch": 2.96, | |
| "learning_rate": 5.181226765799256e-05, | |
| "loss": 0.0012, | |
| "step": 3190 | |
| }, | |
| { | |
| "epoch": 2.97, | |
| "learning_rate": 5.134758364312268e-05, | |
| "loss": 0.0033, | |
| "step": 3200 | |
| }, | |
| { | |
| "epoch": 2.97, | |
| "eval_accuracy": 0.8906970784213224, | |
| "eval_f1": 0.8906970784213224, | |
| "eval_loss": 0.5083357691764832, | |
| "eval_precision": 0.8906970784213224, | |
| "eval_recall": 0.8906970784213224, | |
| "eval_runtime": 66.2102, | |
| "eval_samples_per_second": 117.867, | |
| "eval_steps_per_second": 14.741, | |
| "step": 3200 | |
| }, | |
| { | |
| "epoch": 2.98, | |
| "learning_rate": 5.088289962825279e-05, | |
| "loss": 0.0275, | |
| "step": 3210 | |
| }, | |
| { | |
| "epoch": 2.99, | |
| "learning_rate": 5.04182156133829e-05, | |
| "loss": 0.028, | |
| "step": 3220 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "learning_rate": 4.995353159851301e-05, | |
| "loss": 0.0013, | |
| "step": 3230 | |
| }, | |
| { | |
| "epoch": 3.01, | |
| "learning_rate": 4.948884758364313e-05, | |
| "loss": 0.0017, | |
| "step": 3240 | |
| }, | |
| { | |
| "epoch": 3.02, | |
| "learning_rate": 4.9024163568773235e-05, | |
| "loss": 0.002, | |
| "step": 3250 | |
| }, | |
| { | |
| "epoch": 3.03, | |
| "learning_rate": 4.855947955390335e-05, | |
| "loss": 0.0009, | |
| "step": 3260 | |
| }, | |
| { | |
| "epoch": 3.04, | |
| "learning_rate": 4.8094795539033464e-05, | |
| "loss": 0.0008, | |
| "step": 3270 | |
| }, | |
| { | |
| "epoch": 3.05, | |
| "learning_rate": 4.763011152416357e-05, | |
| "loss": 0.0009, | |
| "step": 3280 | |
| }, | |
| { | |
| "epoch": 3.06, | |
| "learning_rate": 4.716542750929368e-05, | |
| "loss": 0.0007, | |
| "step": 3290 | |
| }, | |
| { | |
| "epoch": 3.07, | |
| "learning_rate": 4.670074349442379e-05, | |
| "loss": 0.0009, | |
| "step": 3300 | |
| }, | |
| { | |
| "epoch": 3.07, | |
| "eval_accuracy": 0.900691952844695, | |
| "eval_f1": 0.900691952844695, | |
| "eval_loss": 0.4909333288669586, | |
| "eval_precision": 0.900691952844695, | |
| "eval_recall": 0.900691952844695, | |
| "eval_runtime": 65.7075, | |
| "eval_samples_per_second": 118.769, | |
| "eval_steps_per_second": 14.854, | |
| "step": 3300 | |
| }, | |
| { | |
| "epoch": 3.08, | |
| "learning_rate": 4.623605947955391e-05, | |
| "loss": 0.0008, | |
| "step": 3310 | |
| }, | |
| { | |
| "epoch": 3.09, | |
| "learning_rate": 4.577137546468402e-05, | |
| "loss": 0.0007, | |
| "step": 3320 | |
| }, | |
| { | |
| "epoch": 3.09, | |
| "learning_rate": 4.530669144981413e-05, | |
| "loss": 0.0007, | |
| "step": 3330 | |
| }, | |
| { | |
| "epoch": 3.1, | |
| "learning_rate": 4.484200743494424e-05, | |
| "loss": 0.0007, | |
| "step": 3340 | |
| }, | |
| { | |
| "epoch": 3.11, | |
| "learning_rate": 4.437732342007435e-05, | |
| "loss": 0.0008, | |
| "step": 3350 | |
| }, | |
| { | |
| "epoch": 3.12, | |
| "learning_rate": 4.3912639405204465e-05, | |
| "loss": 0.0005, | |
| "step": 3360 | |
| }, | |
| { | |
| "epoch": 3.13, | |
| "learning_rate": 4.344795539033458e-05, | |
| "loss": 0.0007, | |
| "step": 3370 | |
| }, | |
| { | |
| "epoch": 3.14, | |
| "learning_rate": 4.298327137546469e-05, | |
| "loss": 0.0007, | |
| "step": 3380 | |
| }, | |
| { | |
| "epoch": 3.15, | |
| "learning_rate": 4.2518587360594795e-05, | |
| "loss": 0.0006, | |
| "step": 3390 | |
| }, | |
| { | |
| "epoch": 3.16, | |
| "learning_rate": 4.205390334572491e-05, | |
| "loss": 0.0465, | |
| "step": 3400 | |
| }, | |
| { | |
| "epoch": 3.16, | |
| "eval_accuracy": 0.8983854433623782, | |
| "eval_f1": 0.8983854433623782, | |
| "eval_loss": 0.5175954103469849, | |
| "eval_precision": 0.8983854433623782, | |
| "eval_recall": 0.8983854433623782, | |
| "eval_runtime": 65.9687, | |
| "eval_samples_per_second": 118.298, | |
| "eval_steps_per_second": 14.795, | |
| "step": 3400 | |
| }, | |
| { | |
| "epoch": 3.17, | |
| "learning_rate": 4.158921933085502e-05, | |
| "loss": 0.0008, | |
| "step": 3410 | |
| }, | |
| { | |
| "epoch": 3.18, | |
| "learning_rate": 4.112453531598513e-05, | |
| "loss": 0.0038, | |
| "step": 3420 | |
| }, | |
| { | |
| "epoch": 3.19, | |
| "learning_rate": 4.0659851301115245e-05, | |
| "loss": 0.0009, | |
| "step": 3430 | |
| }, | |
| { | |
| "epoch": 3.2, | |
| "learning_rate": 4.019516728624535e-05, | |
| "loss": 0.0008, | |
| "step": 3440 | |
| }, | |
| { | |
| "epoch": 3.21, | |
| "learning_rate": 3.973048327137547e-05, | |
| "loss": 0.0007, | |
| "step": 3450 | |
| }, | |
| { | |
| "epoch": 3.22, | |
| "learning_rate": 3.9265799256505575e-05, | |
| "loss": 0.001, | |
| "step": 3460 | |
| }, | |
| { | |
| "epoch": 3.22, | |
| "learning_rate": 3.880111524163569e-05, | |
| "loss": 0.0006, | |
| "step": 3470 | |
| }, | |
| { | |
| "epoch": 3.23, | |
| "learning_rate": 3.83364312267658e-05, | |
| "loss": 0.0008, | |
| "step": 3480 | |
| }, | |
| { | |
| "epoch": 3.24, | |
| "learning_rate": 3.787174721189591e-05, | |
| "loss": 0.0009, | |
| "step": 3490 | |
| }, | |
| { | |
| "epoch": 3.25, | |
| "learning_rate": 3.7407063197026025e-05, | |
| "loss": 0.0007, | |
| "step": 3500 | |
| }, | |
| { | |
| "epoch": 3.25, | |
| "eval_accuracy": 0.897744746283957, | |
| "eval_f1": 0.897744746283957, | |
| "eval_loss": 0.5411400198936462, | |
| "eval_precision": 0.897744746283957, | |
| "eval_recall": 0.897744746283957, | |
| "eval_runtime": 66.0953, | |
| "eval_samples_per_second": 118.072, | |
| "eval_steps_per_second": 14.767, | |
| "step": 3500 | |
| }, | |
| { | |
| "epoch": 3.26, | |
| "learning_rate": 3.694237918215613e-05, | |
| "loss": 0.0008, | |
| "step": 3510 | |
| }, | |
| { | |
| "epoch": 3.27, | |
| "learning_rate": 3.647769516728625e-05, | |
| "loss": 0.0007, | |
| "step": 3520 | |
| }, | |
| { | |
| "epoch": 3.28, | |
| "learning_rate": 3.601301115241636e-05, | |
| "loss": 0.0005, | |
| "step": 3530 | |
| }, | |
| { | |
| "epoch": 3.29, | |
| "learning_rate": 3.5548327137546475e-05, | |
| "loss": 0.0007, | |
| "step": 3540 | |
| }, | |
| { | |
| "epoch": 3.3, | |
| "learning_rate": 3.5083643122676576e-05, | |
| "loss": 0.0219, | |
| "step": 3550 | |
| }, | |
| { | |
| "epoch": 3.31, | |
| "learning_rate": 3.461895910780669e-05, | |
| "loss": 0.0061, | |
| "step": 3560 | |
| }, | |
| { | |
| "epoch": 3.32, | |
| "learning_rate": 3.4154275092936805e-05, | |
| "loss": 0.0462, | |
| "step": 3570 | |
| }, | |
| { | |
| "epoch": 3.33, | |
| "learning_rate": 3.368959107806692e-05, | |
| "loss": 0.0309, | |
| "step": 3580 | |
| }, | |
| { | |
| "epoch": 3.34, | |
| "learning_rate": 3.322490706319703e-05, | |
| "loss": 0.0006, | |
| "step": 3590 | |
| }, | |
| { | |
| "epoch": 3.35, | |
| "learning_rate": 3.276022304832714e-05, | |
| "loss": 0.0406, | |
| "step": 3600 | |
| }, | |
| { | |
| "epoch": 3.35, | |
| "eval_accuracy": 0.9008200922603793, | |
| "eval_f1": 0.9008200922603794, | |
| "eval_loss": 0.49289974570274353, | |
| "eval_precision": 0.9008200922603793, | |
| "eval_recall": 0.9008200922603793, | |
| "eval_runtime": 66.1603, | |
| "eval_samples_per_second": 117.956, | |
| "eval_steps_per_second": 14.752, | |
| "step": 3600 | |
| }, | |
| { | |
| "epoch": 3.36, | |
| "learning_rate": 3.229553903345725e-05, | |
| "loss": 0.0008, | |
| "step": 3610 | |
| }, | |
| { | |
| "epoch": 3.36, | |
| "learning_rate": 3.183085501858736e-05, | |
| "loss": 0.0008, | |
| "step": 3620 | |
| }, | |
| { | |
| "epoch": 3.37, | |
| "learning_rate": 3.136617100371748e-05, | |
| "loss": 0.0282, | |
| "step": 3630 | |
| }, | |
| { | |
| "epoch": 3.38, | |
| "learning_rate": 3.0901486988847585e-05, | |
| "loss": 0.0009, | |
| "step": 3640 | |
| }, | |
| { | |
| "epoch": 3.39, | |
| "learning_rate": 3.0436802973977696e-05, | |
| "loss": 0.0287, | |
| "step": 3650 | |
| }, | |
| { | |
| "epoch": 3.4, | |
| "learning_rate": 2.997211895910781e-05, | |
| "loss": 0.0011, | |
| "step": 3660 | |
| }, | |
| { | |
| "epoch": 3.41, | |
| "learning_rate": 2.950743494423792e-05, | |
| "loss": 0.0327, | |
| "step": 3670 | |
| }, | |
| { | |
| "epoch": 3.42, | |
| "learning_rate": 2.904275092936803e-05, | |
| "loss": 0.0008, | |
| "step": 3680 | |
| }, | |
| { | |
| "epoch": 3.43, | |
| "learning_rate": 2.8578066914498143e-05, | |
| "loss": 0.0022, | |
| "step": 3690 | |
| }, | |
| { | |
| "epoch": 3.44, | |
| "learning_rate": 2.8113382899628254e-05, | |
| "loss": 0.0016, | |
| "step": 3700 | |
| }, | |
| { | |
| "epoch": 3.44, | |
| "eval_accuracy": 0.8992824192721681, | |
| "eval_f1": 0.8992824192721681, | |
| "eval_loss": 0.5065130591392517, | |
| "eval_precision": 0.8992824192721681, | |
| "eval_recall": 0.8992824192721681, | |
| "eval_runtime": 65.825, | |
| "eval_samples_per_second": 118.557, | |
| "eval_steps_per_second": 14.827, | |
| "step": 3700 | |
| }, | |
| { | |
| "epoch": 3.45, | |
| "learning_rate": 2.7648698884758368e-05, | |
| "loss": 0.0007, | |
| "step": 3710 | |
| }, | |
| { | |
| "epoch": 3.46, | |
| "learning_rate": 2.7184014869888475e-05, | |
| "loss": 0.0009, | |
| "step": 3720 | |
| }, | |
| { | |
| "epoch": 3.47, | |
| "learning_rate": 2.6719330855018586e-05, | |
| "loss": 0.0008, | |
| "step": 3730 | |
| }, | |
| { | |
| "epoch": 3.48, | |
| "learning_rate": 2.62546468401487e-05, | |
| "loss": 0.0008, | |
| "step": 3740 | |
| }, | |
| { | |
| "epoch": 3.49, | |
| "learning_rate": 2.578996282527881e-05, | |
| "loss": 0.0007, | |
| "step": 3750 | |
| }, | |
| { | |
| "epoch": 3.49, | |
| "learning_rate": 2.5325278810408926e-05, | |
| "loss": 0.0007, | |
| "step": 3760 | |
| }, | |
| { | |
| "epoch": 3.5, | |
| "learning_rate": 2.4860594795539037e-05, | |
| "loss": 0.0006, | |
| "step": 3770 | |
| }, | |
| { | |
| "epoch": 3.51, | |
| "learning_rate": 2.4442379182156137e-05, | |
| "loss": 0.0092, | |
| "step": 3780 | |
| }, | |
| { | |
| "epoch": 3.52, | |
| "learning_rate": 2.3977695167286245e-05, | |
| "loss": 0.0007, | |
| "step": 3790 | |
| }, | |
| { | |
| "epoch": 3.53, | |
| "learning_rate": 2.351301115241636e-05, | |
| "loss": 0.0006, | |
| "step": 3800 | |
| }, | |
| { | |
| "epoch": 3.53, | |
| "eval_accuracy": 0.8985135827780625, | |
| "eval_f1": 0.8985135827780625, | |
| "eval_loss": 0.5403147339820862, | |
| "eval_precision": 0.8985135827780625, | |
| "eval_recall": 0.8985135827780625, | |
| "eval_runtime": 65.9895, | |
| "eval_samples_per_second": 118.261, | |
| "eval_steps_per_second": 14.79, | |
| "step": 3800 | |
| }, | |
| { | |
| "epoch": 3.54, | |
| "learning_rate": 2.304832713754647e-05, | |
| "loss": 0.0033, | |
| "step": 3810 | |
| }, | |
| { | |
| "epoch": 3.55, | |
| "learning_rate": 2.258364312267658e-05, | |
| "loss": 0.0005, | |
| "step": 3820 | |
| }, | |
| { | |
| "epoch": 3.56, | |
| "learning_rate": 2.211895910780669e-05, | |
| "loss": 0.0006, | |
| "step": 3830 | |
| }, | |
| { | |
| "epoch": 3.57, | |
| "learning_rate": 2.1654275092936806e-05, | |
| "loss": 0.0006, | |
| "step": 3840 | |
| }, | |
| { | |
| "epoch": 3.58, | |
| "learning_rate": 2.1189591078066913e-05, | |
| "loss": 0.0006, | |
| "step": 3850 | |
| }, | |
| { | |
| "epoch": 3.59, | |
| "learning_rate": 2.0724907063197028e-05, | |
| "loss": 0.0006, | |
| "step": 3860 | |
| }, | |
| { | |
| "epoch": 3.6, | |
| "learning_rate": 2.026022304832714e-05, | |
| "loss": 0.0005, | |
| "step": 3870 | |
| }, | |
| { | |
| "epoch": 3.61, | |
| "learning_rate": 1.979553903345725e-05, | |
| "loss": 0.0007, | |
| "step": 3880 | |
| }, | |
| { | |
| "epoch": 3.62, | |
| "learning_rate": 1.9330855018587364e-05, | |
| "loss": 0.0006, | |
| "step": 3890 | |
| }, | |
| { | |
| "epoch": 3.62, | |
| "learning_rate": 1.886617100371747e-05, | |
| "loss": 0.0272, | |
| "step": 3900 | |
| }, | |
| { | |
| "epoch": 3.62, | |
| "eval_accuracy": 0.8991542798564839, | |
| "eval_f1": 0.8991542798564839, | |
| "eval_loss": 0.5398901104927063, | |
| "eval_precision": 0.8991542798564839, | |
| "eval_recall": 0.8991542798564839, | |
| "eval_runtime": 65.8876, | |
| "eval_samples_per_second": 118.444, | |
| "eval_steps_per_second": 14.813, | |
| "step": 3900 | |
| }, | |
| { | |
| "epoch": 3.63, | |
| "learning_rate": 1.8401486988847586e-05, | |
| "loss": 0.0006, | |
| "step": 3910 | |
| }, | |
| { | |
| "epoch": 3.64, | |
| "learning_rate": 1.7936802973977697e-05, | |
| "loss": 0.0005, | |
| "step": 3920 | |
| }, | |
| { | |
| "epoch": 3.65, | |
| "learning_rate": 1.7472118959107808e-05, | |
| "loss": 0.0011, | |
| "step": 3930 | |
| }, | |
| { | |
| "epoch": 3.66, | |
| "learning_rate": 1.700743494423792e-05, | |
| "loss": 0.0176, | |
| "step": 3940 | |
| }, | |
| { | |
| "epoch": 3.67, | |
| "learning_rate": 1.654275092936803e-05, | |
| "loss": 0.0061, | |
| "step": 3950 | |
| }, | |
| { | |
| "epoch": 3.68, | |
| "learning_rate": 1.607806691449814e-05, | |
| "loss": 0.0005, | |
| "step": 3960 | |
| }, | |
| { | |
| "epoch": 3.69, | |
| "learning_rate": 1.5613382899628255e-05, | |
| "loss": 0.0017, | |
| "step": 3970 | |
| }, | |
| { | |
| "epoch": 3.7, | |
| "learning_rate": 1.5148698884758364e-05, | |
| "loss": 0.0005, | |
| "step": 3980 | |
| }, | |
| { | |
| "epoch": 3.71, | |
| "learning_rate": 1.4684014869888477e-05, | |
| "loss": 0.0005, | |
| "step": 3990 | |
| }, | |
| { | |
| "epoch": 3.72, | |
| "learning_rate": 1.421933085501859e-05, | |
| "loss": 0.0223, | |
| "step": 4000 | |
| }, | |
| { | |
| "epoch": 3.72, | |
| "eval_accuracy": 0.9044079958995387, | |
| "eval_f1": 0.9044079958995387, | |
| "eval_loss": 0.5075308084487915, | |
| "eval_precision": 0.9044079958995387, | |
| "eval_recall": 0.9044079958995387, | |
| "eval_runtime": 66.1084, | |
| "eval_samples_per_second": 118.049, | |
| "eval_steps_per_second": 14.764, | |
| "step": 4000 | |
| }, | |
| { | |
| "epoch": 3.73, | |
| "learning_rate": 1.37546468401487e-05, | |
| "loss": 0.0006, | |
| "step": 4010 | |
| }, | |
| { | |
| "epoch": 3.74, | |
| "learning_rate": 1.3289962825278813e-05, | |
| "loss": 0.0007, | |
| "step": 4020 | |
| }, | |
| { | |
| "epoch": 3.75, | |
| "learning_rate": 1.2825278810408922e-05, | |
| "loss": 0.0008, | |
| "step": 4030 | |
| }, | |
| { | |
| "epoch": 3.75, | |
| "learning_rate": 1.2360594795539033e-05, | |
| "loss": 0.0133, | |
| "step": 4040 | |
| }, | |
| { | |
| "epoch": 3.76, | |
| "learning_rate": 1.1895910780669145e-05, | |
| "loss": 0.0074, | |
| "step": 4050 | |
| }, | |
| { | |
| "epoch": 3.77, | |
| "learning_rate": 1.1431226765799256e-05, | |
| "loss": 0.0016, | |
| "step": 4060 | |
| }, | |
| { | |
| "epoch": 3.78, | |
| "learning_rate": 1.0966542750929369e-05, | |
| "loss": 0.0007, | |
| "step": 4070 | |
| }, | |
| { | |
| "epoch": 3.79, | |
| "learning_rate": 1.050185873605948e-05, | |
| "loss": 0.0005, | |
| "step": 4080 | |
| }, | |
| { | |
| "epoch": 3.8, | |
| "learning_rate": 1.0037174721189593e-05, | |
| "loss": 0.0005, | |
| "step": 4090 | |
| }, | |
| { | |
| "epoch": 3.81, | |
| "learning_rate": 9.572490706319703e-06, | |
| "loss": 0.0006, | |
| "step": 4100 | |
| }, | |
| { | |
| "epoch": 3.81, | |
| "eval_accuracy": 0.8992824192721681, | |
| "eval_f1": 0.8992824192721681, | |
| "eval_loss": 0.5432131290435791, | |
| "eval_precision": 0.8992824192721681, | |
| "eval_recall": 0.8992824192721681, | |
| "eval_runtime": 66.0363, | |
| "eval_samples_per_second": 118.177, | |
| "eval_steps_per_second": 14.78, | |
| "step": 4100 | |
| }, | |
| { | |
| "epoch": 3.82, | |
| "learning_rate": 9.107806691449814e-06, | |
| "loss": 0.0125, | |
| "step": 4110 | |
| }, | |
| { | |
| "epoch": 3.83, | |
| "learning_rate": 8.643122676579925e-06, | |
| "loss": 0.0005, | |
| "step": 4120 | |
| }, | |
| { | |
| "epoch": 3.84, | |
| "learning_rate": 8.178438661710038e-06, | |
| "loss": 0.0005, | |
| "step": 4130 | |
| }, | |
| { | |
| "epoch": 3.85, | |
| "learning_rate": 7.713754646840149e-06, | |
| "loss": 0.0006, | |
| "step": 4140 | |
| }, | |
| { | |
| "epoch": 3.86, | |
| "learning_rate": 7.249070631970261e-06, | |
| "loss": 0.0008, | |
| "step": 4150 | |
| }, | |
| { | |
| "epoch": 3.87, | |
| "learning_rate": 6.7843866171003716e-06, | |
| "loss": 0.0005, | |
| "step": 4160 | |
| }, | |
| { | |
| "epoch": 3.88, | |
| "learning_rate": 6.319702602230483e-06, | |
| "loss": 0.0006, | |
| "step": 4170 | |
| }, | |
| { | |
| "epoch": 3.88, | |
| "learning_rate": 5.855018587360595e-06, | |
| "loss": 0.0006, | |
| "step": 4180 | |
| }, | |
| { | |
| "epoch": 3.89, | |
| "learning_rate": 5.390334572490707e-06, | |
| "loss": 0.0005, | |
| "step": 4190 | |
| }, | |
| { | |
| "epoch": 3.9, | |
| "learning_rate": 4.925650557620818e-06, | |
| "loss": 0.0153, | |
| "step": 4200 | |
| }, | |
| { | |
| "epoch": 3.9, | |
| "eval_accuracy": 0.902101486417222, | |
| "eval_f1": 0.902101486417222, | |
| "eval_loss": 0.5262740850448608, | |
| "eval_precision": 0.902101486417222, | |
| "eval_recall": 0.902101486417222, | |
| "eval_runtime": 66.1026, | |
| "eval_samples_per_second": 118.059, | |
| "eval_steps_per_second": 14.765, | |
| "step": 4200 | |
| }, | |
| { | |
| "epoch": 3.91, | |
| "learning_rate": 4.4609665427509296e-06, | |
| "loss": 0.0005, | |
| "step": 4210 | |
| }, | |
| { | |
| "epoch": 3.92, | |
| "learning_rate": 3.9962825278810405e-06, | |
| "loss": 0.0006, | |
| "step": 4220 | |
| }, | |
| { | |
| "epoch": 3.93, | |
| "learning_rate": 3.5315985130111527e-06, | |
| "loss": 0.0005, | |
| "step": 4230 | |
| }, | |
| { | |
| "epoch": 3.94, | |
| "learning_rate": 3.0669144981412644e-06, | |
| "loss": 0.0006, | |
| "step": 4240 | |
| }, | |
| { | |
| "epoch": 3.95, | |
| "learning_rate": 2.6022304832713758e-06, | |
| "loss": 0.0272, | |
| "step": 4250 | |
| }, | |
| { | |
| "epoch": 3.96, | |
| "learning_rate": 2.137546468401487e-06, | |
| "loss": 0.0004, | |
| "step": 4260 | |
| }, | |
| { | |
| "epoch": 3.97, | |
| "learning_rate": 1.6728624535315985e-06, | |
| "loss": 0.0005, | |
| "step": 4270 | |
| }, | |
| { | |
| "epoch": 3.98, | |
| "learning_rate": 1.2081784386617102e-06, | |
| "loss": 0.0006, | |
| "step": 4280 | |
| }, | |
| { | |
| "epoch": 3.99, | |
| "learning_rate": 7.434944237918216e-07, | |
| "loss": 0.0012, | |
| "step": 4290 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "learning_rate": 2.788104089219331e-07, | |
| "loss": 0.0273, | |
| "step": 4300 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.9028703229113275, | |
| "eval_f1": 0.9028703229113276, | |
| "eval_loss": 0.5241953134536743, | |
| "eval_precision": 0.9028703229113275, | |
| "eval_recall": 0.9028703229113275, | |
| "eval_runtime": 66.1578, | |
| "eval_samples_per_second": 117.96, | |
| "eval_steps_per_second": 14.753, | |
| "step": 4300 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "step": 4304, | |
| "total_flos": 5.335788436902347e+18, | |
| "train_loss": 0.09078962347299496, | |
| "train_runtime": 4275.1726, | |
| "train_samples_per_second": 16.106, | |
| "train_steps_per_second": 1.007 | |
| } | |
| ], | |
| "max_steps": 4304, | |
| "num_train_epochs": 4, | |
| "total_flos": 5.335788436902347e+18, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |