| { | |
| "best_metric": 0.9875, | |
| "best_model_checkpoint": "convnext-tiny-224-finetuned-main-gpu-20e-final/checkpoint-11020", | |
| "epoch": 19.99909338168631, | |
| "global_step": 11020, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.02, | |
| "learning_rate": 4.537205081669692e-07, | |
| "loss": 1.3929, | |
| "step": 10 | |
| }, | |
| { | |
| "epoch": 0.04, | |
| "learning_rate": 9.074410163339384e-07, | |
| "loss": 1.3815, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 0.05, | |
| "learning_rate": 1.3611615245009075e-06, | |
| "loss": 1.3751, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 0.07, | |
| "learning_rate": 1.8148820326678768e-06, | |
| "loss": 1.3729, | |
| "step": 40 | |
| }, | |
| { | |
| "epoch": 0.09, | |
| "learning_rate": 2.268602540834846e-06, | |
| "loss": 1.3626, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 0.11, | |
| "learning_rate": 2.722323049001815e-06, | |
| "loss": 1.3475, | |
| "step": 60 | |
| }, | |
| { | |
| "epoch": 0.13, | |
| "learning_rate": 3.176043557168784e-06, | |
| "loss": 1.3272, | |
| "step": 70 | |
| }, | |
| { | |
| "epoch": 0.15, | |
| "learning_rate": 3.6297640653357536e-06, | |
| "loss": 1.3055, | |
| "step": 80 | |
| }, | |
| { | |
| "epoch": 0.16, | |
| "learning_rate": 4.083484573502722e-06, | |
| "loss": 1.2828, | |
| "step": 90 | |
| }, | |
| { | |
| "epoch": 0.18, | |
| "learning_rate": 4.537205081669692e-06, | |
| "loss": 1.2493, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 0.2, | |
| "learning_rate": 4.9909255898366605e-06, | |
| "loss": 1.2238, | |
| "step": 110 | |
| }, | |
| { | |
| "epoch": 0.22, | |
| "learning_rate": 5.44464609800363e-06, | |
| "loss": 1.2005, | |
| "step": 120 | |
| }, | |
| { | |
| "epoch": 0.24, | |
| "learning_rate": 5.8983666061705996e-06, | |
| "loss": 1.1499, | |
| "step": 130 | |
| }, | |
| { | |
| "epoch": 0.25, | |
| "learning_rate": 6.352087114337568e-06, | |
| "loss": 1.1167, | |
| "step": 140 | |
| }, | |
| { | |
| "epoch": 0.27, | |
| "learning_rate": 6.805807622504537e-06, | |
| "loss": 1.0835, | |
| "step": 150 | |
| }, | |
| { | |
| "epoch": 0.29, | |
| "learning_rate": 7.259528130671507e-06, | |
| "loss": 1.0546, | |
| "step": 160 | |
| }, | |
| { | |
| "epoch": 0.31, | |
| "learning_rate": 7.713248638838475e-06, | |
| "loss": 0.9961, | |
| "step": 170 | |
| }, | |
| { | |
| "epoch": 0.33, | |
| "learning_rate": 8.166969147005445e-06, | |
| "loss": 0.9695, | |
| "step": 180 | |
| }, | |
| { | |
| "epoch": 0.34, | |
| "learning_rate": 8.620689655172414e-06, | |
| "loss": 0.9745, | |
| "step": 190 | |
| }, | |
| { | |
| "epoch": 0.36, | |
| "learning_rate": 9.074410163339384e-06, | |
| "loss": 0.9456, | |
| "step": 200 | |
| }, | |
| { | |
| "epoch": 0.38, | |
| "learning_rate": 9.528130671506351e-06, | |
| "loss": 0.9451, | |
| "step": 210 | |
| }, | |
| { | |
| "epoch": 0.4, | |
| "learning_rate": 9.981851179673321e-06, | |
| "loss": 0.9032, | |
| "step": 220 | |
| }, | |
| { | |
| "epoch": 0.42, | |
| "learning_rate": 1.043557168784029e-05, | |
| "loss": 0.8675, | |
| "step": 230 | |
| }, | |
| { | |
| "epoch": 0.44, | |
| "learning_rate": 1.088929219600726e-05, | |
| "loss": 0.8521, | |
| "step": 240 | |
| }, | |
| { | |
| "epoch": 0.45, | |
| "learning_rate": 1.1343012704174228e-05, | |
| "loss": 0.8421, | |
| "step": 250 | |
| }, | |
| { | |
| "epoch": 0.47, | |
| "learning_rate": 1.1796733212341199e-05, | |
| "loss": 0.8166, | |
| "step": 260 | |
| }, | |
| { | |
| "epoch": 0.49, | |
| "learning_rate": 1.2250453720508167e-05, | |
| "loss": 0.806, | |
| "step": 270 | |
| }, | |
| { | |
| "epoch": 0.51, | |
| "learning_rate": 1.2704174228675136e-05, | |
| "loss": 0.786, | |
| "step": 280 | |
| }, | |
| { | |
| "epoch": 0.53, | |
| "learning_rate": 1.3157894736842106e-05, | |
| "loss": 0.8012, | |
| "step": 290 | |
| }, | |
| { | |
| "epoch": 0.54, | |
| "learning_rate": 1.3611615245009074e-05, | |
| "loss": 0.7901, | |
| "step": 300 | |
| }, | |
| { | |
| "epoch": 0.56, | |
| "learning_rate": 1.4065335753176045e-05, | |
| "loss": 0.7797, | |
| "step": 310 | |
| }, | |
| { | |
| "epoch": 0.58, | |
| "learning_rate": 1.4519056261343015e-05, | |
| "loss": 0.7415, | |
| "step": 320 | |
| }, | |
| { | |
| "epoch": 0.6, | |
| "learning_rate": 1.4972776769509982e-05, | |
| "loss": 0.7365, | |
| "step": 330 | |
| }, | |
| { | |
| "epoch": 0.62, | |
| "learning_rate": 1.542649727767695e-05, | |
| "loss": 0.7639, | |
| "step": 340 | |
| }, | |
| { | |
| "epoch": 0.63, | |
| "learning_rate": 1.588021778584392e-05, | |
| "loss": 0.733, | |
| "step": 350 | |
| }, | |
| { | |
| "epoch": 0.65, | |
| "learning_rate": 1.633393829401089e-05, | |
| "loss": 0.7072, | |
| "step": 360 | |
| }, | |
| { | |
| "epoch": 0.67, | |
| "learning_rate": 1.6787658802177857e-05, | |
| "loss": 0.6901, | |
| "step": 370 | |
| }, | |
| { | |
| "epoch": 0.69, | |
| "learning_rate": 1.7241379310344828e-05, | |
| "loss": 0.7091, | |
| "step": 380 | |
| }, | |
| { | |
| "epoch": 0.71, | |
| "learning_rate": 1.76950998185118e-05, | |
| "loss": 0.6909, | |
| "step": 390 | |
| }, | |
| { | |
| "epoch": 0.73, | |
| "learning_rate": 1.8148820326678767e-05, | |
| "loss": 0.6657, | |
| "step": 400 | |
| }, | |
| { | |
| "epoch": 0.74, | |
| "learning_rate": 1.8602540834845735e-05, | |
| "loss": 0.6769, | |
| "step": 410 | |
| }, | |
| { | |
| "epoch": 0.76, | |
| "learning_rate": 1.9056261343012703e-05, | |
| "loss": 0.6813, | |
| "step": 420 | |
| }, | |
| { | |
| "epoch": 0.78, | |
| "learning_rate": 1.9509981851179674e-05, | |
| "loss": 0.6766, | |
| "step": 430 | |
| }, | |
| { | |
| "epoch": 0.8, | |
| "learning_rate": 1.9963702359346642e-05, | |
| "loss": 0.6356, | |
| "step": 440 | |
| }, | |
| { | |
| "epoch": 0.82, | |
| "learning_rate": 2.0417422867513613e-05, | |
| "loss": 0.6398, | |
| "step": 450 | |
| }, | |
| { | |
| "epoch": 0.83, | |
| "learning_rate": 2.087114337568058e-05, | |
| "loss": 0.6486, | |
| "step": 460 | |
| }, | |
| { | |
| "epoch": 0.85, | |
| "learning_rate": 2.1324863883847552e-05, | |
| "loss": 0.6222, | |
| "step": 470 | |
| }, | |
| { | |
| "epoch": 0.87, | |
| "learning_rate": 2.177858439201452e-05, | |
| "loss": 0.6325, | |
| "step": 480 | |
| }, | |
| { | |
| "epoch": 0.89, | |
| "learning_rate": 2.2232304900181488e-05, | |
| "loss": 0.6304, | |
| "step": 490 | |
| }, | |
| { | |
| "epoch": 0.91, | |
| "learning_rate": 2.2686025408348456e-05, | |
| "loss": 0.6301, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 0.92, | |
| "learning_rate": 2.3139745916515427e-05, | |
| "loss": 0.6728, | |
| "step": 510 | |
| }, | |
| { | |
| "epoch": 0.94, | |
| "learning_rate": 2.3593466424682398e-05, | |
| "loss": 0.609, | |
| "step": 520 | |
| }, | |
| { | |
| "epoch": 0.96, | |
| "learning_rate": 2.4047186932849366e-05, | |
| "loss": 0.6041, | |
| "step": 530 | |
| }, | |
| { | |
| "epoch": 0.98, | |
| "learning_rate": 2.4500907441016334e-05, | |
| "loss": 0.5905, | |
| "step": 540 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "learning_rate": 2.4954627949183305e-05, | |
| "loss": 0.6197, | |
| "step": 550 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.7439625850340136, | |
| "eval_loss": 0.5898954272270203, | |
| "eval_runtime": 69.0356, | |
| "eval_samples_per_second": 170.347, | |
| "eval_steps_per_second": 5.331, | |
| "step": 551 | |
| }, | |
| { | |
| "epoch": 1.02, | |
| "learning_rate": 2.5408348457350273e-05, | |
| "loss": 0.6526, | |
| "step": 560 | |
| }, | |
| { | |
| "epoch": 1.03, | |
| "learning_rate": 2.5862068965517244e-05, | |
| "loss": 0.597, | |
| "step": 570 | |
| }, | |
| { | |
| "epoch": 1.05, | |
| "learning_rate": 2.6315789473684212e-05, | |
| "loss": 0.5905, | |
| "step": 580 | |
| }, | |
| { | |
| "epoch": 1.07, | |
| "learning_rate": 2.6769509981851183e-05, | |
| "loss": 0.5576, | |
| "step": 590 | |
| }, | |
| { | |
| "epoch": 1.09, | |
| "learning_rate": 2.7223230490018148e-05, | |
| "loss": 0.5917, | |
| "step": 600 | |
| }, | |
| { | |
| "epoch": 1.11, | |
| "learning_rate": 2.767695099818512e-05, | |
| "loss": 0.5708, | |
| "step": 610 | |
| }, | |
| { | |
| "epoch": 1.13, | |
| "learning_rate": 2.813067150635209e-05, | |
| "loss": 0.5572, | |
| "step": 620 | |
| }, | |
| { | |
| "epoch": 1.14, | |
| "learning_rate": 2.8584392014519058e-05, | |
| "loss": 0.5226, | |
| "step": 630 | |
| }, | |
| { | |
| "epoch": 1.16, | |
| "learning_rate": 2.903811252268603e-05, | |
| "loss": 0.5737, | |
| "step": 640 | |
| }, | |
| { | |
| "epoch": 1.18, | |
| "learning_rate": 2.9491833030852994e-05, | |
| "loss": 0.5576, | |
| "step": 650 | |
| }, | |
| { | |
| "epoch": 1.2, | |
| "learning_rate": 2.9945553539019965e-05, | |
| "loss": 0.5582, | |
| "step": 660 | |
| }, | |
| { | |
| "epoch": 1.22, | |
| "learning_rate": 3.0399274047186933e-05, | |
| "loss": 0.5535, | |
| "step": 670 | |
| }, | |
| { | |
| "epoch": 1.23, | |
| "learning_rate": 3.08529945553539e-05, | |
| "loss": 0.5035, | |
| "step": 680 | |
| }, | |
| { | |
| "epoch": 1.25, | |
| "learning_rate": 3.1306715063520875e-05, | |
| "loss": 0.5424, | |
| "step": 690 | |
| }, | |
| { | |
| "epoch": 1.27, | |
| "learning_rate": 3.176043557168784e-05, | |
| "loss": 0.524, | |
| "step": 700 | |
| }, | |
| { | |
| "epoch": 1.29, | |
| "learning_rate": 3.221415607985481e-05, | |
| "loss": 0.4868, | |
| "step": 710 | |
| }, | |
| { | |
| "epoch": 1.31, | |
| "learning_rate": 3.266787658802178e-05, | |
| "loss": 0.5648, | |
| "step": 720 | |
| }, | |
| { | |
| "epoch": 1.32, | |
| "learning_rate": 3.312159709618875e-05, | |
| "loss": 0.5229, | |
| "step": 730 | |
| }, | |
| { | |
| "epoch": 1.34, | |
| "learning_rate": 3.3575317604355714e-05, | |
| "loss": 0.5589, | |
| "step": 740 | |
| }, | |
| { | |
| "epoch": 1.36, | |
| "learning_rate": 3.402903811252269e-05, | |
| "loss": 0.5411, | |
| "step": 750 | |
| }, | |
| { | |
| "epoch": 1.38, | |
| "learning_rate": 3.4482758620689657e-05, | |
| "loss": 0.4789, | |
| "step": 760 | |
| }, | |
| { | |
| "epoch": 1.4, | |
| "learning_rate": 3.4936479128856624e-05, | |
| "loss": 0.4928, | |
| "step": 770 | |
| }, | |
| { | |
| "epoch": 1.42, | |
| "learning_rate": 3.53901996370236e-05, | |
| "loss": 0.5267, | |
| "step": 780 | |
| }, | |
| { | |
| "epoch": 1.43, | |
| "learning_rate": 3.584392014519056e-05, | |
| "loss": 0.5034, | |
| "step": 790 | |
| }, | |
| { | |
| "epoch": 1.45, | |
| "learning_rate": 3.6297640653357535e-05, | |
| "loss": 0.5204, | |
| "step": 800 | |
| }, | |
| { | |
| "epoch": 1.47, | |
| "learning_rate": 3.67513611615245e-05, | |
| "loss": 0.4866, | |
| "step": 810 | |
| }, | |
| { | |
| "epoch": 1.49, | |
| "learning_rate": 3.720508166969147e-05, | |
| "loss": 0.5212, | |
| "step": 820 | |
| }, | |
| { | |
| "epoch": 1.51, | |
| "learning_rate": 3.7658802177858445e-05, | |
| "loss": 0.4727, | |
| "step": 830 | |
| }, | |
| { | |
| "epoch": 1.52, | |
| "learning_rate": 3.8112522686025406e-05, | |
| "loss": 0.4933, | |
| "step": 840 | |
| }, | |
| { | |
| "epoch": 1.54, | |
| "learning_rate": 3.856624319419238e-05, | |
| "loss": 0.489, | |
| "step": 850 | |
| }, | |
| { | |
| "epoch": 1.56, | |
| "learning_rate": 3.901996370235935e-05, | |
| "loss": 0.5072, | |
| "step": 860 | |
| }, | |
| { | |
| "epoch": 1.58, | |
| "learning_rate": 3.9473684210526316e-05, | |
| "loss": 0.4736, | |
| "step": 870 | |
| }, | |
| { | |
| "epoch": 1.6, | |
| "learning_rate": 3.9927404718693284e-05, | |
| "loss": 0.4964, | |
| "step": 880 | |
| }, | |
| { | |
| "epoch": 1.61, | |
| "learning_rate": 4.038112522686026e-05, | |
| "loss": 0.4699, | |
| "step": 890 | |
| }, | |
| { | |
| "epoch": 1.63, | |
| "learning_rate": 4.0834845735027227e-05, | |
| "loss": 0.4529, | |
| "step": 900 | |
| }, | |
| { | |
| "epoch": 1.65, | |
| "learning_rate": 4.1288566243194194e-05, | |
| "loss": 0.4893, | |
| "step": 910 | |
| }, | |
| { | |
| "epoch": 1.67, | |
| "learning_rate": 4.174228675136116e-05, | |
| "loss": 0.4661, | |
| "step": 920 | |
| }, | |
| { | |
| "epoch": 1.69, | |
| "learning_rate": 4.219600725952813e-05, | |
| "loss": 0.4787, | |
| "step": 930 | |
| }, | |
| { | |
| "epoch": 1.71, | |
| "learning_rate": 4.2649727767695105e-05, | |
| "loss": 0.4614, | |
| "step": 940 | |
| }, | |
| { | |
| "epoch": 1.72, | |
| "learning_rate": 4.3103448275862066e-05, | |
| "loss": 0.4715, | |
| "step": 950 | |
| }, | |
| { | |
| "epoch": 1.74, | |
| "learning_rate": 4.355716878402904e-05, | |
| "loss": 0.4379, | |
| "step": 960 | |
| }, | |
| { | |
| "epoch": 1.76, | |
| "learning_rate": 4.401088929219601e-05, | |
| "loss": 0.4289, | |
| "step": 970 | |
| }, | |
| { | |
| "epoch": 1.78, | |
| "learning_rate": 4.4464609800362976e-05, | |
| "loss": 0.4473, | |
| "step": 980 | |
| }, | |
| { | |
| "epoch": 1.8, | |
| "learning_rate": 4.491833030852995e-05, | |
| "loss": 0.4284, | |
| "step": 990 | |
| }, | |
| { | |
| "epoch": 1.81, | |
| "learning_rate": 4.537205081669691e-05, | |
| "loss": 0.429, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 1.83, | |
| "learning_rate": 4.5825771324863886e-05, | |
| "loss": 0.4165, | |
| "step": 1010 | |
| }, | |
| { | |
| "epoch": 1.85, | |
| "learning_rate": 4.6279491833030854e-05, | |
| "loss": 0.4242, | |
| "step": 1020 | |
| }, | |
| { | |
| "epoch": 1.87, | |
| "learning_rate": 4.673321234119782e-05, | |
| "loss": 0.4113, | |
| "step": 1030 | |
| }, | |
| { | |
| "epoch": 1.89, | |
| "learning_rate": 4.7186932849364796e-05, | |
| "loss": 0.4353, | |
| "step": 1040 | |
| }, | |
| { | |
| "epoch": 1.9, | |
| "learning_rate": 4.7640653357531764e-05, | |
| "loss": 0.4172, | |
| "step": 1050 | |
| }, | |
| { | |
| "epoch": 1.92, | |
| "learning_rate": 4.809437386569873e-05, | |
| "loss": 0.4379, | |
| "step": 1060 | |
| }, | |
| { | |
| "epoch": 1.94, | |
| "learning_rate": 4.85480943738657e-05, | |
| "loss": 0.4127, | |
| "step": 1070 | |
| }, | |
| { | |
| "epoch": 1.96, | |
| "learning_rate": 4.900181488203267e-05, | |
| "loss": 0.3887, | |
| "step": 1080 | |
| }, | |
| { | |
| "epoch": 1.98, | |
| "learning_rate": 4.945553539019964e-05, | |
| "loss": 0.4211, | |
| "step": 1090 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "learning_rate": 4.990925589836661e-05, | |
| "loss": 0.3906, | |
| "step": 1100 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.8716836734693878, | |
| "eval_loss": 0.324473112821579, | |
| "eval_runtime": 60.9269, | |
| "eval_samples_per_second": 193.018, | |
| "eval_steps_per_second": 6.04, | |
| "step": 1102 | |
| }, | |
| { | |
| "epoch": 2.01, | |
| "learning_rate": 4.995966928816294e-05, | |
| "loss": 0.4302, | |
| "step": 1110 | |
| }, | |
| { | |
| "epoch": 2.03, | |
| "learning_rate": 4.990925589836661e-05, | |
| "loss": 0.3919, | |
| "step": 1120 | |
| }, | |
| { | |
| "epoch": 2.05, | |
| "learning_rate": 4.9858842508570283e-05, | |
| "loss": 0.3713, | |
| "step": 1130 | |
| }, | |
| { | |
| "epoch": 2.07, | |
| "learning_rate": 4.980842911877395e-05, | |
| "loss": 0.4084, | |
| "step": 1140 | |
| }, | |
| { | |
| "epoch": 2.09, | |
| "learning_rate": 4.9758015728977616e-05, | |
| "loss": 0.3958, | |
| "step": 1150 | |
| }, | |
| { | |
| "epoch": 2.11, | |
| "learning_rate": 4.970760233918128e-05, | |
| "loss": 0.3855, | |
| "step": 1160 | |
| }, | |
| { | |
| "epoch": 2.12, | |
| "learning_rate": 4.9657188949384956e-05, | |
| "loss": 0.4267, | |
| "step": 1170 | |
| }, | |
| { | |
| "epoch": 2.14, | |
| "learning_rate": 4.960677555958863e-05, | |
| "loss": 0.4621, | |
| "step": 1180 | |
| }, | |
| { | |
| "epoch": 2.16, | |
| "learning_rate": 4.9556362169792296e-05, | |
| "loss": 0.3861, | |
| "step": 1190 | |
| }, | |
| { | |
| "epoch": 2.18, | |
| "learning_rate": 4.950594877999597e-05, | |
| "loss": 0.4221, | |
| "step": 1200 | |
| }, | |
| { | |
| "epoch": 2.2, | |
| "learning_rate": 4.945553539019964e-05, | |
| "loss": 0.4078, | |
| "step": 1210 | |
| }, | |
| { | |
| "epoch": 2.21, | |
| "learning_rate": 4.940512200040331e-05, | |
| "loss": 0.3723, | |
| "step": 1220 | |
| }, | |
| { | |
| "epoch": 2.23, | |
| "learning_rate": 4.935470861060698e-05, | |
| "loss": 0.3958, | |
| "step": 1230 | |
| }, | |
| { | |
| "epoch": 2.25, | |
| "learning_rate": 4.930429522081065e-05, | |
| "loss": 0.362, | |
| "step": 1240 | |
| }, | |
| { | |
| "epoch": 2.27, | |
| "learning_rate": 4.925388183101432e-05, | |
| "loss": 0.3866, | |
| "step": 1250 | |
| }, | |
| { | |
| "epoch": 2.29, | |
| "learning_rate": 4.9203468441217995e-05, | |
| "loss": 0.4211, | |
| "step": 1260 | |
| }, | |
| { | |
| "epoch": 2.3, | |
| "learning_rate": 4.915305505142166e-05, | |
| "loss": 0.3649, | |
| "step": 1270 | |
| }, | |
| { | |
| "epoch": 2.32, | |
| "learning_rate": 4.9102641661625335e-05, | |
| "loss": 0.39, | |
| "step": 1280 | |
| }, | |
| { | |
| "epoch": 2.34, | |
| "learning_rate": 4.9052228271829e-05, | |
| "loss": 0.3484, | |
| "step": 1290 | |
| }, | |
| { | |
| "epoch": 2.36, | |
| "learning_rate": 4.900181488203267e-05, | |
| "loss": 0.3369, | |
| "step": 1300 | |
| }, | |
| { | |
| "epoch": 2.38, | |
| "learning_rate": 4.895140149223634e-05, | |
| "loss": 0.3685, | |
| "step": 1310 | |
| }, | |
| { | |
| "epoch": 2.4, | |
| "learning_rate": 4.890098810244001e-05, | |
| "loss": 0.3268, | |
| "step": 1320 | |
| }, | |
| { | |
| "epoch": 2.41, | |
| "learning_rate": 4.885057471264368e-05, | |
| "loss": 0.3363, | |
| "step": 1330 | |
| }, | |
| { | |
| "epoch": 2.43, | |
| "learning_rate": 4.880016132284735e-05, | |
| "loss": 0.3252, | |
| "step": 1340 | |
| }, | |
| { | |
| "epoch": 2.45, | |
| "learning_rate": 4.874974793305102e-05, | |
| "loss": 0.3423, | |
| "step": 1350 | |
| }, | |
| { | |
| "epoch": 2.47, | |
| "learning_rate": 4.8699334543254694e-05, | |
| "loss": 0.3673, | |
| "step": 1360 | |
| }, | |
| { | |
| "epoch": 2.49, | |
| "learning_rate": 4.864892115345836e-05, | |
| "loss": 0.345, | |
| "step": 1370 | |
| }, | |
| { | |
| "epoch": 2.5, | |
| "learning_rate": 4.8598507763662033e-05, | |
| "loss": 0.3018, | |
| "step": 1380 | |
| }, | |
| { | |
| "epoch": 2.52, | |
| "learning_rate": 4.85480943738657e-05, | |
| "loss": 0.3544, | |
| "step": 1390 | |
| }, | |
| { | |
| "epoch": 2.54, | |
| "learning_rate": 4.849768098406937e-05, | |
| "loss": 0.3406, | |
| "step": 1400 | |
| }, | |
| { | |
| "epoch": 2.56, | |
| "learning_rate": 4.8447267594273046e-05, | |
| "loss": 0.3266, | |
| "step": 1410 | |
| }, | |
| { | |
| "epoch": 2.58, | |
| "learning_rate": 4.839685420447671e-05, | |
| "loss": 0.3412, | |
| "step": 1420 | |
| }, | |
| { | |
| "epoch": 2.59, | |
| "learning_rate": 4.834644081468038e-05, | |
| "loss": 0.3368, | |
| "step": 1430 | |
| }, | |
| { | |
| "epoch": 2.61, | |
| "learning_rate": 4.829602742488405e-05, | |
| "loss": 0.294, | |
| "step": 1440 | |
| }, | |
| { | |
| "epoch": 2.63, | |
| "learning_rate": 4.824561403508772e-05, | |
| "loss": 0.3196, | |
| "step": 1450 | |
| }, | |
| { | |
| "epoch": 2.65, | |
| "learning_rate": 4.819520064529139e-05, | |
| "loss": 0.3222, | |
| "step": 1460 | |
| }, | |
| { | |
| "epoch": 2.67, | |
| "learning_rate": 4.814478725549506e-05, | |
| "loss": 0.3457, | |
| "step": 1470 | |
| }, | |
| { | |
| "epoch": 2.69, | |
| "learning_rate": 4.809437386569873e-05, | |
| "loss": 0.3408, | |
| "step": 1480 | |
| }, | |
| { | |
| "epoch": 2.7, | |
| "learning_rate": 4.80439604759024e-05, | |
| "loss": 0.3275, | |
| "step": 1490 | |
| }, | |
| { | |
| "epoch": 2.72, | |
| "learning_rate": 4.799354708610607e-05, | |
| "loss": 0.2987, | |
| "step": 1500 | |
| }, | |
| { | |
| "epoch": 2.74, | |
| "learning_rate": 4.7943133696309745e-05, | |
| "loss": 0.3479, | |
| "step": 1510 | |
| }, | |
| { | |
| "epoch": 2.76, | |
| "learning_rate": 4.789272030651341e-05, | |
| "loss": 0.3503, | |
| "step": 1520 | |
| }, | |
| { | |
| "epoch": 2.78, | |
| "learning_rate": 4.7842306916717085e-05, | |
| "loss": 0.2969, | |
| "step": 1530 | |
| }, | |
| { | |
| "epoch": 2.79, | |
| "learning_rate": 4.779189352692075e-05, | |
| "loss": 0.3054, | |
| "step": 1540 | |
| }, | |
| { | |
| "epoch": 2.81, | |
| "learning_rate": 4.7741480137124425e-05, | |
| "loss": 0.2847, | |
| "step": 1550 | |
| }, | |
| { | |
| "epoch": 2.83, | |
| "learning_rate": 4.76910667473281e-05, | |
| "loss": 0.3112, | |
| "step": 1560 | |
| }, | |
| { | |
| "epoch": 2.85, | |
| "learning_rate": 4.7640653357531764e-05, | |
| "loss": 0.3149, | |
| "step": 1570 | |
| }, | |
| { | |
| "epoch": 2.87, | |
| "learning_rate": 4.759023996773543e-05, | |
| "loss": 0.3261, | |
| "step": 1580 | |
| }, | |
| { | |
| "epoch": 2.88, | |
| "learning_rate": 4.75398265779391e-05, | |
| "loss": 0.3157, | |
| "step": 1590 | |
| }, | |
| { | |
| "epoch": 2.9, | |
| "learning_rate": 4.748941318814277e-05, | |
| "loss": 0.3065, | |
| "step": 1600 | |
| }, | |
| { | |
| "epoch": 2.92, | |
| "learning_rate": 4.7438999798346444e-05, | |
| "loss": 0.2832, | |
| "step": 1610 | |
| }, | |
| { | |
| "epoch": 2.94, | |
| "learning_rate": 4.738858640855011e-05, | |
| "loss": 0.3393, | |
| "step": 1620 | |
| }, | |
| { | |
| "epoch": 2.96, | |
| "learning_rate": 4.7338173018753783e-05, | |
| "loss": 0.2916, | |
| "step": 1630 | |
| }, | |
| { | |
| "epoch": 2.98, | |
| "learning_rate": 4.728775962895745e-05, | |
| "loss": 0.2924, | |
| "step": 1640 | |
| }, | |
| { | |
| "epoch": 2.99, | |
| "learning_rate": 4.723734623916112e-05, | |
| "loss": 0.3161, | |
| "step": 1650 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.9135204081632653, | |
| "eval_loss": 0.2228454202413559, | |
| "eval_runtime": 61.2679, | |
| "eval_samples_per_second": 191.944, | |
| "eval_steps_per_second": 6.006, | |
| "step": 1653 | |
| }, | |
| { | |
| "epoch": 3.01, | |
| "learning_rate": 4.7186932849364796e-05, | |
| "loss": 0.3164, | |
| "step": 1660 | |
| }, | |
| { | |
| "epoch": 3.03, | |
| "learning_rate": 4.713651945956846e-05, | |
| "loss": 0.3217, | |
| "step": 1670 | |
| }, | |
| { | |
| "epoch": 3.05, | |
| "learning_rate": 4.7086106069772136e-05, | |
| "loss": 0.3026, | |
| "step": 1680 | |
| }, | |
| { | |
| "epoch": 3.07, | |
| "learning_rate": 4.70356926799758e-05, | |
| "loss": 0.2991, | |
| "step": 1690 | |
| }, | |
| { | |
| "epoch": 3.09, | |
| "learning_rate": 4.6985279290179476e-05, | |
| "loss": 0.2817, | |
| "step": 1700 | |
| }, | |
| { | |
| "epoch": 3.1, | |
| "learning_rate": 4.693486590038315e-05, | |
| "loss": 0.2873, | |
| "step": 1710 | |
| }, | |
| { | |
| "epoch": 3.12, | |
| "learning_rate": 4.6884452510586816e-05, | |
| "loss": 0.3024, | |
| "step": 1720 | |
| }, | |
| { | |
| "epoch": 3.14, | |
| "learning_rate": 4.683403912079048e-05, | |
| "loss": 0.2906, | |
| "step": 1730 | |
| }, | |
| { | |
| "epoch": 3.16, | |
| "learning_rate": 4.678362573099415e-05, | |
| "loss": 0.2988, | |
| "step": 1740 | |
| }, | |
| { | |
| "epoch": 3.18, | |
| "learning_rate": 4.673321234119782e-05, | |
| "loss": 0.3182, | |
| "step": 1750 | |
| }, | |
| { | |
| "epoch": 3.19, | |
| "learning_rate": 4.6682798951401495e-05, | |
| "loss": 0.3118, | |
| "step": 1760 | |
| }, | |
| { | |
| "epoch": 3.21, | |
| "learning_rate": 4.663238556160516e-05, | |
| "loss": 0.2629, | |
| "step": 1770 | |
| }, | |
| { | |
| "epoch": 3.23, | |
| "learning_rate": 4.6581972171808835e-05, | |
| "loss": 0.2918, | |
| "step": 1780 | |
| }, | |
| { | |
| "epoch": 3.25, | |
| "learning_rate": 4.65315587820125e-05, | |
| "loss": 0.2717, | |
| "step": 1790 | |
| }, | |
| { | |
| "epoch": 3.27, | |
| "learning_rate": 4.6481145392216175e-05, | |
| "loss": 0.2726, | |
| "step": 1800 | |
| }, | |
| { | |
| "epoch": 3.28, | |
| "learning_rate": 4.643073200241985e-05, | |
| "loss": 0.279, | |
| "step": 1810 | |
| }, | |
| { | |
| "epoch": 3.3, | |
| "learning_rate": 4.6380318612623514e-05, | |
| "loss": 0.2548, | |
| "step": 1820 | |
| }, | |
| { | |
| "epoch": 3.32, | |
| "learning_rate": 4.632990522282719e-05, | |
| "loss": 0.257, | |
| "step": 1830 | |
| }, | |
| { | |
| "epoch": 3.34, | |
| "learning_rate": 4.6279491833030854e-05, | |
| "loss": 0.2862, | |
| "step": 1840 | |
| }, | |
| { | |
| "epoch": 3.36, | |
| "learning_rate": 4.622907844323453e-05, | |
| "loss": 0.2884, | |
| "step": 1850 | |
| }, | |
| { | |
| "epoch": 3.38, | |
| "learning_rate": 4.6178665053438194e-05, | |
| "loss": 0.3151, | |
| "step": 1860 | |
| }, | |
| { | |
| "epoch": 3.39, | |
| "learning_rate": 4.612825166364187e-05, | |
| "loss": 0.2705, | |
| "step": 1870 | |
| }, | |
| { | |
| "epoch": 3.41, | |
| "learning_rate": 4.6077838273845533e-05, | |
| "loss": 0.2811, | |
| "step": 1880 | |
| }, | |
| { | |
| "epoch": 3.43, | |
| "learning_rate": 4.602742488404921e-05, | |
| "loss": 0.2798, | |
| "step": 1890 | |
| }, | |
| { | |
| "epoch": 3.45, | |
| "learning_rate": 4.597701149425287e-05, | |
| "loss": 0.2899, | |
| "step": 1900 | |
| }, | |
| { | |
| "epoch": 3.47, | |
| "learning_rate": 4.5926598104456546e-05, | |
| "loss": 0.2908, | |
| "step": 1910 | |
| }, | |
| { | |
| "epoch": 3.48, | |
| "learning_rate": 4.587618471466021e-05, | |
| "loss": 0.2627, | |
| "step": 1920 | |
| }, | |
| { | |
| "epoch": 3.5, | |
| "learning_rate": 4.5825771324863886e-05, | |
| "loss": 0.2483, | |
| "step": 1930 | |
| }, | |
| { | |
| "epoch": 3.52, | |
| "learning_rate": 4.577535793506756e-05, | |
| "loss": 0.252, | |
| "step": 1940 | |
| }, | |
| { | |
| "epoch": 3.54, | |
| "learning_rate": 4.5724944545271226e-05, | |
| "loss": 0.2746, | |
| "step": 1950 | |
| }, | |
| { | |
| "epoch": 3.56, | |
| "learning_rate": 4.56745311554749e-05, | |
| "loss": 0.2538, | |
| "step": 1960 | |
| }, | |
| { | |
| "epoch": 3.57, | |
| "learning_rate": 4.5624117765678566e-05, | |
| "loss": 0.2736, | |
| "step": 1970 | |
| }, | |
| { | |
| "epoch": 3.59, | |
| "learning_rate": 4.557370437588224e-05, | |
| "loss": 0.2722, | |
| "step": 1980 | |
| }, | |
| { | |
| "epoch": 3.61, | |
| "learning_rate": 4.552329098608591e-05, | |
| "loss": 0.2631, | |
| "step": 1990 | |
| }, | |
| { | |
| "epoch": 3.63, | |
| "learning_rate": 4.547287759628958e-05, | |
| "loss": 0.252, | |
| "step": 2000 | |
| }, | |
| { | |
| "epoch": 3.65, | |
| "learning_rate": 4.5422464206493245e-05, | |
| "loss": 0.226, | |
| "step": 2010 | |
| }, | |
| { | |
| "epoch": 3.67, | |
| "learning_rate": 4.537205081669691e-05, | |
| "loss": 0.2398, | |
| "step": 2020 | |
| }, | |
| { | |
| "epoch": 3.68, | |
| "learning_rate": 4.5321637426900585e-05, | |
| "loss": 0.2781, | |
| "step": 2030 | |
| }, | |
| { | |
| "epoch": 3.7, | |
| "learning_rate": 4.527122403710426e-05, | |
| "loss": 0.2593, | |
| "step": 2040 | |
| }, | |
| { | |
| "epoch": 3.72, | |
| "learning_rate": 4.5220810647307925e-05, | |
| "loss": 0.2552, | |
| "step": 2050 | |
| }, | |
| { | |
| "epoch": 3.74, | |
| "learning_rate": 4.51703972575116e-05, | |
| "loss": 0.2407, | |
| "step": 2060 | |
| }, | |
| { | |
| "epoch": 3.76, | |
| "learning_rate": 4.5119983867715264e-05, | |
| "loss": 0.2219, | |
| "step": 2070 | |
| }, | |
| { | |
| "epoch": 3.77, | |
| "learning_rate": 4.506957047791894e-05, | |
| "loss": 0.2596, | |
| "step": 2080 | |
| }, | |
| { | |
| "epoch": 3.79, | |
| "learning_rate": 4.501915708812261e-05, | |
| "loss": 0.2543, | |
| "step": 2090 | |
| }, | |
| { | |
| "epoch": 3.81, | |
| "learning_rate": 4.496874369832628e-05, | |
| "loss": 0.2439, | |
| "step": 2100 | |
| }, | |
| { | |
| "epoch": 3.83, | |
| "learning_rate": 4.491833030852995e-05, | |
| "loss": 0.2395, | |
| "step": 2110 | |
| }, | |
| { | |
| "epoch": 3.85, | |
| "learning_rate": 4.486791691873362e-05, | |
| "loss": 0.265, | |
| "step": 2120 | |
| }, | |
| { | |
| "epoch": 3.86, | |
| "learning_rate": 4.481750352893729e-05, | |
| "loss": 0.2188, | |
| "step": 2130 | |
| }, | |
| { | |
| "epoch": 3.88, | |
| "learning_rate": 4.4767090139140964e-05, | |
| "loss": 0.2235, | |
| "step": 2140 | |
| }, | |
| { | |
| "epoch": 3.9, | |
| "learning_rate": 4.471667674934463e-05, | |
| "loss": 0.2252, | |
| "step": 2150 | |
| }, | |
| { | |
| "epoch": 3.92, | |
| "learning_rate": 4.4666263359548296e-05, | |
| "loss": 0.2522, | |
| "step": 2160 | |
| }, | |
| { | |
| "epoch": 3.94, | |
| "learning_rate": 4.461584996975196e-05, | |
| "loss": 0.2538, | |
| "step": 2170 | |
| }, | |
| { | |
| "epoch": 3.96, | |
| "learning_rate": 4.4565436579955636e-05, | |
| "loss": 0.2527, | |
| "step": 2180 | |
| }, | |
| { | |
| "epoch": 3.97, | |
| "learning_rate": 4.451502319015931e-05, | |
| "loss": 0.2412, | |
| "step": 2190 | |
| }, | |
| { | |
| "epoch": 3.99, | |
| "learning_rate": 4.4464609800362976e-05, | |
| "loss": 0.2323, | |
| "step": 2200 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.9445578231292517, | |
| "eval_loss": 0.14812026917934418, | |
| "eval_runtime": 63.2046, | |
| "eval_samples_per_second": 186.062, | |
| "eval_steps_per_second": 5.822, | |
| "step": 2204 | |
| }, | |
| { | |
| "epoch": 4.01, | |
| "learning_rate": 4.441419641056665e-05, | |
| "loss": 0.2602, | |
| "step": 2210 | |
| }, | |
| { | |
| "epoch": 4.03, | |
| "learning_rate": 4.4363783020770316e-05, | |
| "loss": 0.2219, | |
| "step": 2220 | |
| }, | |
| { | |
| "epoch": 4.05, | |
| "learning_rate": 4.431336963097399e-05, | |
| "loss": 0.2459, | |
| "step": 2230 | |
| }, | |
| { | |
| "epoch": 4.07, | |
| "learning_rate": 4.426295624117766e-05, | |
| "loss": 0.2237, | |
| "step": 2240 | |
| }, | |
| { | |
| "epoch": 4.08, | |
| "learning_rate": 4.421254285138133e-05, | |
| "loss": 0.2194, | |
| "step": 2250 | |
| }, | |
| { | |
| "epoch": 4.1, | |
| "learning_rate": 4.4162129461585e-05, | |
| "loss": 0.2257, | |
| "step": 2260 | |
| }, | |
| { | |
| "epoch": 4.12, | |
| "learning_rate": 4.411171607178867e-05, | |
| "loss": 0.1994, | |
| "step": 2270 | |
| }, | |
| { | |
| "epoch": 4.14, | |
| "learning_rate": 4.406130268199234e-05, | |
| "loss": 0.2112, | |
| "step": 2280 | |
| }, | |
| { | |
| "epoch": 4.16, | |
| "learning_rate": 4.401088929219601e-05, | |
| "loss": 0.2223, | |
| "step": 2290 | |
| }, | |
| { | |
| "epoch": 4.17, | |
| "learning_rate": 4.396047590239968e-05, | |
| "loss": 0.2378, | |
| "step": 2300 | |
| }, | |
| { | |
| "epoch": 4.19, | |
| "learning_rate": 4.391006251260335e-05, | |
| "loss": 0.217, | |
| "step": 2310 | |
| }, | |
| { | |
| "epoch": 4.21, | |
| "learning_rate": 4.3859649122807014e-05, | |
| "loss": 0.2133, | |
| "step": 2320 | |
| }, | |
| { | |
| "epoch": 4.23, | |
| "learning_rate": 4.380923573301069e-05, | |
| "loss": 0.2271, | |
| "step": 2330 | |
| }, | |
| { | |
| "epoch": 4.25, | |
| "learning_rate": 4.375882234321436e-05, | |
| "loss": 0.2082, | |
| "step": 2340 | |
| }, | |
| { | |
| "epoch": 4.26, | |
| "learning_rate": 4.370840895341803e-05, | |
| "loss": 0.2242, | |
| "step": 2350 | |
| }, | |
| { | |
| "epoch": 4.28, | |
| "learning_rate": 4.36579955636217e-05, | |
| "loss": 0.2364, | |
| "step": 2360 | |
| }, | |
| { | |
| "epoch": 4.3, | |
| "learning_rate": 4.360758217382537e-05, | |
| "loss": 0.1982, | |
| "step": 2370 | |
| }, | |
| { | |
| "epoch": 4.32, | |
| "learning_rate": 4.355716878402904e-05, | |
| "loss": 0.2085, | |
| "step": 2380 | |
| }, | |
| { | |
| "epoch": 4.34, | |
| "learning_rate": 4.3506755394232714e-05, | |
| "loss": 0.2189, | |
| "step": 2390 | |
| }, | |
| { | |
| "epoch": 4.36, | |
| "learning_rate": 4.345634200443638e-05, | |
| "loss": 0.2195, | |
| "step": 2400 | |
| }, | |
| { | |
| "epoch": 4.37, | |
| "learning_rate": 4.340592861464005e-05, | |
| "loss": 0.1881, | |
| "step": 2410 | |
| }, | |
| { | |
| "epoch": 4.39, | |
| "learning_rate": 4.335551522484372e-05, | |
| "loss": 0.1922, | |
| "step": 2420 | |
| }, | |
| { | |
| "epoch": 4.41, | |
| "learning_rate": 4.330510183504739e-05, | |
| "loss": 0.2369, | |
| "step": 2430 | |
| }, | |
| { | |
| "epoch": 4.43, | |
| "learning_rate": 4.325468844525106e-05, | |
| "loss": 0.2154, | |
| "step": 2440 | |
| }, | |
| { | |
| "epoch": 4.45, | |
| "learning_rate": 4.3204275055454726e-05, | |
| "loss": 0.2338, | |
| "step": 2450 | |
| }, | |
| { | |
| "epoch": 4.46, | |
| "learning_rate": 4.31538616656584e-05, | |
| "loss": 0.2297, | |
| "step": 2460 | |
| }, | |
| { | |
| "epoch": 4.48, | |
| "learning_rate": 4.3103448275862066e-05, | |
| "loss": 0.2107, | |
| "step": 2470 | |
| }, | |
| { | |
| "epoch": 4.5, | |
| "learning_rate": 4.305303488606574e-05, | |
| "loss": 0.2376, | |
| "step": 2480 | |
| }, | |
| { | |
| "epoch": 4.52, | |
| "learning_rate": 4.300262149626941e-05, | |
| "loss": 0.22, | |
| "step": 2490 | |
| }, | |
| { | |
| "epoch": 4.54, | |
| "learning_rate": 4.295220810647308e-05, | |
| "loss": 0.2432, | |
| "step": 2500 | |
| }, | |
| { | |
| "epoch": 4.55, | |
| "learning_rate": 4.290179471667675e-05, | |
| "loss": 0.2016, | |
| "step": 2510 | |
| }, | |
| { | |
| "epoch": 4.57, | |
| "learning_rate": 4.285138132688042e-05, | |
| "loss": 0.1936, | |
| "step": 2520 | |
| }, | |
| { | |
| "epoch": 4.59, | |
| "learning_rate": 4.280096793708409e-05, | |
| "loss": 0.208, | |
| "step": 2530 | |
| }, | |
| { | |
| "epoch": 4.61, | |
| "learning_rate": 4.2750554547287765e-05, | |
| "loss": 0.2308, | |
| "step": 2540 | |
| }, | |
| { | |
| "epoch": 4.63, | |
| "learning_rate": 4.270014115749143e-05, | |
| "loss": 0.2243, | |
| "step": 2550 | |
| }, | |
| { | |
| "epoch": 4.65, | |
| "learning_rate": 4.2649727767695105e-05, | |
| "loss": 0.2138, | |
| "step": 2560 | |
| }, | |
| { | |
| "epoch": 4.66, | |
| "learning_rate": 4.259931437789878e-05, | |
| "loss": 0.1983, | |
| "step": 2570 | |
| }, | |
| { | |
| "epoch": 4.68, | |
| "learning_rate": 4.2548900988102444e-05, | |
| "loss": 0.2068, | |
| "step": 2580 | |
| }, | |
| { | |
| "epoch": 4.7, | |
| "learning_rate": 4.249848759830611e-05, | |
| "loss": 0.1983, | |
| "step": 2590 | |
| }, | |
| { | |
| "epoch": 4.72, | |
| "learning_rate": 4.244807420850978e-05, | |
| "loss": 0.1938, | |
| "step": 2600 | |
| }, | |
| { | |
| "epoch": 4.74, | |
| "learning_rate": 4.239766081871345e-05, | |
| "loss": 0.2535, | |
| "step": 2610 | |
| }, | |
| { | |
| "epoch": 4.75, | |
| "learning_rate": 4.2347247428917124e-05, | |
| "loss": 0.1979, | |
| "step": 2620 | |
| }, | |
| { | |
| "epoch": 4.77, | |
| "learning_rate": 4.229683403912079e-05, | |
| "loss": 0.2203, | |
| "step": 2630 | |
| }, | |
| { | |
| "epoch": 4.79, | |
| "learning_rate": 4.2246420649324464e-05, | |
| "loss": 0.1883, | |
| "step": 2640 | |
| }, | |
| { | |
| "epoch": 4.81, | |
| "learning_rate": 4.219600725952813e-05, | |
| "loss": 0.2069, | |
| "step": 2650 | |
| }, | |
| { | |
| "epoch": 4.83, | |
| "learning_rate": 4.21455938697318e-05, | |
| "loss": 0.1937, | |
| "step": 2660 | |
| }, | |
| { | |
| "epoch": 4.84, | |
| "learning_rate": 4.2095180479935477e-05, | |
| "loss": 0.2005, | |
| "step": 2670 | |
| }, | |
| { | |
| "epoch": 4.86, | |
| "learning_rate": 4.204476709013914e-05, | |
| "loss": 0.2349, | |
| "step": 2680 | |
| }, | |
| { | |
| "epoch": 4.88, | |
| "learning_rate": 4.1994353700342816e-05, | |
| "loss": 0.2162, | |
| "step": 2690 | |
| }, | |
| { | |
| "epoch": 4.9, | |
| "learning_rate": 4.194394031054648e-05, | |
| "loss": 0.201, | |
| "step": 2700 | |
| }, | |
| { | |
| "epoch": 4.92, | |
| "learning_rate": 4.1893526920750156e-05, | |
| "loss": 0.2056, | |
| "step": 2710 | |
| }, | |
| { | |
| "epoch": 4.94, | |
| "learning_rate": 4.184311353095382e-05, | |
| "loss": 0.2085, | |
| "step": 2720 | |
| }, | |
| { | |
| "epoch": 4.95, | |
| "learning_rate": 4.1792700141157496e-05, | |
| "loss": 0.2185, | |
| "step": 2730 | |
| }, | |
| { | |
| "epoch": 4.97, | |
| "learning_rate": 4.174228675136116e-05, | |
| "loss": 0.2102, | |
| "step": 2740 | |
| }, | |
| { | |
| "epoch": 4.99, | |
| "learning_rate": 4.169187336156483e-05, | |
| "loss": 0.2049, | |
| "step": 2750 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_accuracy": 0.9589285714285715, | |
| "eval_loss": 0.10998685657978058, | |
| "eval_runtime": 61.7618, | |
| "eval_samples_per_second": 190.409, | |
| "eval_steps_per_second": 5.958, | |
| "step": 2755 | |
| }, | |
| { | |
| "epoch": 5.01, | |
| "learning_rate": 4.16414599717685e-05, | |
| "loss": 0.1855, | |
| "step": 2760 | |
| }, | |
| { | |
| "epoch": 5.03, | |
| "learning_rate": 4.1591046581972175e-05, | |
| "loss": 0.1967, | |
| "step": 2770 | |
| }, | |
| { | |
| "epoch": 5.05, | |
| "learning_rate": 4.154063319217584e-05, | |
| "loss": 0.1841, | |
| "step": 2780 | |
| }, | |
| { | |
| "epoch": 5.06, | |
| "learning_rate": 4.1490219802379515e-05, | |
| "loss": 0.1962, | |
| "step": 2790 | |
| }, | |
| { | |
| "epoch": 5.08, | |
| "learning_rate": 4.143980641258318e-05, | |
| "loss": 0.1585, | |
| "step": 2800 | |
| }, | |
| { | |
| "epoch": 5.1, | |
| "learning_rate": 4.1389393022786855e-05, | |
| "loss": 0.2033, | |
| "step": 2810 | |
| }, | |
| { | |
| "epoch": 5.12, | |
| "learning_rate": 4.133897963299053e-05, | |
| "loss": 0.1905, | |
| "step": 2820 | |
| }, | |
| { | |
| "epoch": 5.14, | |
| "learning_rate": 4.1288566243194194e-05, | |
| "loss": 0.214, | |
| "step": 2830 | |
| }, | |
| { | |
| "epoch": 5.15, | |
| "learning_rate": 4.123815285339787e-05, | |
| "loss": 0.185, | |
| "step": 2840 | |
| }, | |
| { | |
| "epoch": 5.17, | |
| "learning_rate": 4.1187739463601534e-05, | |
| "loss": 0.1968, | |
| "step": 2850 | |
| }, | |
| { | |
| "epoch": 5.19, | |
| "learning_rate": 4.113732607380521e-05, | |
| "loss": 0.2122, | |
| "step": 2860 | |
| }, | |
| { | |
| "epoch": 5.21, | |
| "learning_rate": 4.1086912684008874e-05, | |
| "loss": 0.1858, | |
| "step": 2870 | |
| }, | |
| { | |
| "epoch": 5.23, | |
| "learning_rate": 4.103649929421255e-05, | |
| "loss": 0.2236, | |
| "step": 2880 | |
| }, | |
| { | |
| "epoch": 5.24, | |
| "learning_rate": 4.0986085904416214e-05, | |
| "loss": 0.2265, | |
| "step": 2890 | |
| }, | |
| { | |
| "epoch": 5.26, | |
| "learning_rate": 4.093567251461988e-05, | |
| "loss": 0.18, | |
| "step": 2900 | |
| }, | |
| { | |
| "epoch": 5.28, | |
| "learning_rate": 4.088525912482355e-05, | |
| "loss": 0.1807, | |
| "step": 2910 | |
| }, | |
| { | |
| "epoch": 5.3, | |
| "learning_rate": 4.0834845735027227e-05, | |
| "loss": 0.2027, | |
| "step": 2920 | |
| }, | |
| { | |
| "epoch": 5.32, | |
| "learning_rate": 4.078443234523089e-05, | |
| "loss": 0.1844, | |
| "step": 2930 | |
| }, | |
| { | |
| "epoch": 5.34, | |
| "learning_rate": 4.0734018955434566e-05, | |
| "loss": 0.1943, | |
| "step": 2940 | |
| }, | |
| { | |
| "epoch": 5.35, | |
| "learning_rate": 4.068360556563823e-05, | |
| "loss": 0.1924, | |
| "step": 2950 | |
| }, | |
| { | |
| "epoch": 5.37, | |
| "learning_rate": 4.0633192175841906e-05, | |
| "loss": 0.175, | |
| "step": 2960 | |
| }, | |
| { | |
| "epoch": 5.39, | |
| "learning_rate": 4.058277878604558e-05, | |
| "loss": 0.2009, | |
| "step": 2970 | |
| }, | |
| { | |
| "epoch": 5.41, | |
| "learning_rate": 4.0532365396249246e-05, | |
| "loss": 0.1748, | |
| "step": 2980 | |
| }, | |
| { | |
| "epoch": 5.43, | |
| "learning_rate": 4.048195200645292e-05, | |
| "loss": 0.2078, | |
| "step": 2990 | |
| }, | |
| { | |
| "epoch": 5.44, | |
| "learning_rate": 4.0431538616656585e-05, | |
| "loss": 0.1951, | |
| "step": 3000 | |
| }, | |
| { | |
| "epoch": 5.46, | |
| "learning_rate": 4.038112522686026e-05, | |
| "loss": 0.1875, | |
| "step": 3010 | |
| }, | |
| { | |
| "epoch": 5.48, | |
| "learning_rate": 4.0330711837063925e-05, | |
| "loss": 0.1998, | |
| "step": 3020 | |
| }, | |
| { | |
| "epoch": 5.5, | |
| "learning_rate": 4.028029844726759e-05, | |
| "loss": 0.1899, | |
| "step": 3030 | |
| }, | |
| { | |
| "epoch": 5.52, | |
| "learning_rate": 4.0229885057471265e-05, | |
| "loss": 0.1899, | |
| "step": 3040 | |
| }, | |
| { | |
| "epoch": 5.53, | |
| "learning_rate": 4.017947166767493e-05, | |
| "loss": 0.1913, | |
| "step": 3050 | |
| }, | |
| { | |
| "epoch": 5.55, | |
| "learning_rate": 4.0129058277878605e-05, | |
| "loss": 0.1838, | |
| "step": 3060 | |
| }, | |
| { | |
| "epoch": 5.57, | |
| "learning_rate": 4.007864488808228e-05, | |
| "loss": 0.2087, | |
| "step": 3070 | |
| }, | |
| { | |
| "epoch": 5.59, | |
| "learning_rate": 4.0028231498285944e-05, | |
| "loss": 0.2307, | |
| "step": 3080 | |
| }, | |
| { | |
| "epoch": 5.61, | |
| "learning_rate": 3.997781810848962e-05, | |
| "loss": 0.1846, | |
| "step": 3090 | |
| }, | |
| { | |
| "epoch": 5.63, | |
| "learning_rate": 3.9927404718693284e-05, | |
| "loss": 0.1752, | |
| "step": 3100 | |
| }, | |
| { | |
| "epoch": 5.64, | |
| "learning_rate": 3.987699132889696e-05, | |
| "loss": 0.1895, | |
| "step": 3110 | |
| }, | |
| { | |
| "epoch": 5.66, | |
| "learning_rate": 3.982657793910063e-05, | |
| "loss": 0.1967, | |
| "step": 3120 | |
| }, | |
| { | |
| "epoch": 5.68, | |
| "learning_rate": 3.97761645493043e-05, | |
| "loss": 0.1913, | |
| "step": 3130 | |
| }, | |
| { | |
| "epoch": 5.7, | |
| "learning_rate": 3.972575115950797e-05, | |
| "loss": 0.179, | |
| "step": 3140 | |
| }, | |
| { | |
| "epoch": 5.72, | |
| "learning_rate": 3.967533776971164e-05, | |
| "loss": 0.1646, | |
| "step": 3150 | |
| }, | |
| { | |
| "epoch": 5.73, | |
| "learning_rate": 3.962492437991531e-05, | |
| "loss": 0.2126, | |
| "step": 3160 | |
| }, | |
| { | |
| "epoch": 5.75, | |
| "learning_rate": 3.9574510990118977e-05, | |
| "loss": 0.1945, | |
| "step": 3170 | |
| }, | |
| { | |
| "epoch": 5.77, | |
| "learning_rate": 3.952409760032264e-05, | |
| "loss": 0.1927, | |
| "step": 3180 | |
| }, | |
| { | |
| "epoch": 5.79, | |
| "learning_rate": 3.9473684210526316e-05, | |
| "loss": 0.1809, | |
| "step": 3190 | |
| }, | |
| { | |
| "epoch": 5.81, | |
| "learning_rate": 3.942327082072998e-05, | |
| "loss": 0.1848, | |
| "step": 3200 | |
| }, | |
| { | |
| "epoch": 5.83, | |
| "learning_rate": 3.9372857430933656e-05, | |
| "loss": 0.1724, | |
| "step": 3210 | |
| }, | |
| { | |
| "epoch": 5.84, | |
| "learning_rate": 3.932244404113733e-05, | |
| "loss": 0.1766, | |
| "step": 3220 | |
| }, | |
| { | |
| "epoch": 5.86, | |
| "learning_rate": 3.9272030651340996e-05, | |
| "loss": 0.218, | |
| "step": 3230 | |
| }, | |
| { | |
| "epoch": 5.88, | |
| "learning_rate": 3.922161726154467e-05, | |
| "loss": 0.175, | |
| "step": 3240 | |
| }, | |
| { | |
| "epoch": 5.9, | |
| "learning_rate": 3.917120387174834e-05, | |
| "loss": 0.1698, | |
| "step": 3250 | |
| }, | |
| { | |
| "epoch": 5.92, | |
| "learning_rate": 3.912079048195201e-05, | |
| "loss": 0.1899, | |
| "step": 3260 | |
| }, | |
| { | |
| "epoch": 5.93, | |
| "learning_rate": 3.907037709215568e-05, | |
| "loss": 0.1728, | |
| "step": 3270 | |
| }, | |
| { | |
| "epoch": 5.95, | |
| "learning_rate": 3.901996370235935e-05, | |
| "loss": 0.1637, | |
| "step": 3280 | |
| }, | |
| { | |
| "epoch": 5.97, | |
| "learning_rate": 3.896955031256302e-05, | |
| "loss": 0.1477, | |
| "step": 3290 | |
| }, | |
| { | |
| "epoch": 5.99, | |
| "learning_rate": 3.891913692276669e-05, | |
| "loss": 0.1453, | |
| "step": 3300 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "eval_accuracy": 0.9670918367346939, | |
| "eval_loss": 0.08868824690580368, | |
| "eval_runtime": 64.1611, | |
| "eval_samples_per_second": 183.289, | |
| "eval_steps_per_second": 5.736, | |
| "step": 3306 | |
| }, | |
| { | |
| "epoch": 6.01, | |
| "learning_rate": 3.886872353297036e-05, | |
| "loss": 0.172, | |
| "step": 3310 | |
| }, | |
| { | |
| "epoch": 6.03, | |
| "learning_rate": 3.881831014317403e-05, | |
| "loss": 0.1903, | |
| "step": 3320 | |
| }, | |
| { | |
| "epoch": 6.04, | |
| "learning_rate": 3.8767896753377694e-05, | |
| "loss": 0.171, | |
| "step": 3330 | |
| }, | |
| { | |
| "epoch": 6.06, | |
| "learning_rate": 3.871748336358137e-05, | |
| "loss": 0.1614, | |
| "step": 3340 | |
| }, | |
| { | |
| "epoch": 6.08, | |
| "learning_rate": 3.866706997378504e-05, | |
| "loss": 0.1517, | |
| "step": 3350 | |
| }, | |
| { | |
| "epoch": 6.1, | |
| "learning_rate": 3.861665658398871e-05, | |
| "loss": 0.1884, | |
| "step": 3360 | |
| }, | |
| { | |
| "epoch": 6.12, | |
| "learning_rate": 3.856624319419238e-05, | |
| "loss": 0.2122, | |
| "step": 3370 | |
| }, | |
| { | |
| "epoch": 6.13, | |
| "learning_rate": 3.851582980439605e-05, | |
| "loss": 0.1657, | |
| "step": 3380 | |
| }, | |
| { | |
| "epoch": 6.15, | |
| "learning_rate": 3.846541641459972e-05, | |
| "loss": 0.1527, | |
| "step": 3390 | |
| }, | |
| { | |
| "epoch": 6.17, | |
| "learning_rate": 3.8415003024803394e-05, | |
| "loss": 0.1717, | |
| "step": 3400 | |
| }, | |
| { | |
| "epoch": 6.19, | |
| "learning_rate": 3.836458963500706e-05, | |
| "loss": 0.1777, | |
| "step": 3410 | |
| }, | |
| { | |
| "epoch": 6.21, | |
| "learning_rate": 3.831417624521073e-05, | |
| "loss": 0.1879, | |
| "step": 3420 | |
| }, | |
| { | |
| "epoch": 6.22, | |
| "learning_rate": 3.82637628554144e-05, | |
| "loss": 0.1565, | |
| "step": 3430 | |
| }, | |
| { | |
| "epoch": 6.24, | |
| "learning_rate": 3.821334946561807e-05, | |
| "loss": 0.1858, | |
| "step": 3440 | |
| }, | |
| { | |
| "epoch": 6.26, | |
| "learning_rate": 3.816293607582174e-05, | |
| "loss": 0.1774, | |
| "step": 3450 | |
| }, | |
| { | |
| "epoch": 6.28, | |
| "learning_rate": 3.8112522686025406e-05, | |
| "loss": 0.1659, | |
| "step": 3460 | |
| }, | |
| { | |
| "epoch": 6.3, | |
| "learning_rate": 3.806210929622908e-05, | |
| "loss": 0.1889, | |
| "step": 3470 | |
| }, | |
| { | |
| "epoch": 6.32, | |
| "learning_rate": 3.8011695906432746e-05, | |
| "loss": 0.1683, | |
| "step": 3480 | |
| }, | |
| { | |
| "epoch": 6.33, | |
| "learning_rate": 3.796128251663642e-05, | |
| "loss": 0.1976, | |
| "step": 3490 | |
| }, | |
| { | |
| "epoch": 6.35, | |
| "learning_rate": 3.791086912684009e-05, | |
| "loss": 0.1481, | |
| "step": 3500 | |
| }, | |
| { | |
| "epoch": 6.37, | |
| "learning_rate": 3.786045573704376e-05, | |
| "loss": 0.1783, | |
| "step": 3510 | |
| }, | |
| { | |
| "epoch": 6.39, | |
| "learning_rate": 3.781004234724743e-05, | |
| "loss": 0.167, | |
| "step": 3520 | |
| }, | |
| { | |
| "epoch": 6.41, | |
| "learning_rate": 3.77596289574511e-05, | |
| "loss": 0.1614, | |
| "step": 3530 | |
| }, | |
| { | |
| "epoch": 6.42, | |
| "learning_rate": 3.770921556765477e-05, | |
| "loss": 0.1816, | |
| "step": 3540 | |
| }, | |
| { | |
| "epoch": 6.44, | |
| "learning_rate": 3.7658802177858445e-05, | |
| "loss": 0.1751, | |
| "step": 3550 | |
| }, | |
| { | |
| "epoch": 6.46, | |
| "learning_rate": 3.760838878806211e-05, | |
| "loss": 0.1968, | |
| "step": 3560 | |
| }, | |
| { | |
| "epoch": 6.48, | |
| "learning_rate": 3.7557975398265785e-05, | |
| "loss": 0.1621, | |
| "step": 3570 | |
| }, | |
| { | |
| "epoch": 6.5, | |
| "learning_rate": 3.750756200846945e-05, | |
| "loss": 0.1684, | |
| "step": 3580 | |
| }, | |
| { | |
| "epoch": 6.51, | |
| "learning_rate": 3.7457148618673124e-05, | |
| "loss": 0.1703, | |
| "step": 3590 | |
| }, | |
| { | |
| "epoch": 6.53, | |
| "learning_rate": 3.740673522887679e-05, | |
| "loss": 0.1599, | |
| "step": 3600 | |
| }, | |
| { | |
| "epoch": 6.55, | |
| "learning_rate": 3.735632183908046e-05, | |
| "loss": 0.1558, | |
| "step": 3610 | |
| }, | |
| { | |
| "epoch": 6.57, | |
| "learning_rate": 3.730590844928413e-05, | |
| "loss": 0.1802, | |
| "step": 3620 | |
| }, | |
| { | |
| "epoch": 6.59, | |
| "learning_rate": 3.72554950594878e-05, | |
| "loss": 0.175, | |
| "step": 3630 | |
| }, | |
| { | |
| "epoch": 6.61, | |
| "learning_rate": 3.720508166969147e-05, | |
| "loss": 0.18, | |
| "step": 3640 | |
| }, | |
| { | |
| "epoch": 6.62, | |
| "learning_rate": 3.7154668279895144e-05, | |
| "loss": 0.1478, | |
| "step": 3650 | |
| }, | |
| { | |
| "epoch": 6.64, | |
| "learning_rate": 3.710425489009881e-05, | |
| "loss": 0.1779, | |
| "step": 3660 | |
| }, | |
| { | |
| "epoch": 6.66, | |
| "learning_rate": 3.705384150030248e-05, | |
| "loss": 0.1938, | |
| "step": 3670 | |
| }, | |
| { | |
| "epoch": 6.68, | |
| "learning_rate": 3.700342811050615e-05, | |
| "loss": 0.1648, | |
| "step": 3680 | |
| }, | |
| { | |
| "epoch": 6.7, | |
| "learning_rate": 3.695301472070982e-05, | |
| "loss": 0.178, | |
| "step": 3690 | |
| }, | |
| { | |
| "epoch": 6.71, | |
| "learning_rate": 3.6902601330913496e-05, | |
| "loss": 0.1793, | |
| "step": 3700 | |
| }, | |
| { | |
| "epoch": 6.73, | |
| "learning_rate": 3.685218794111716e-05, | |
| "loss": 0.1525, | |
| "step": 3710 | |
| }, | |
| { | |
| "epoch": 6.75, | |
| "learning_rate": 3.6801774551320836e-05, | |
| "loss": 0.1849, | |
| "step": 3720 | |
| }, | |
| { | |
| "epoch": 6.77, | |
| "learning_rate": 3.67513611615245e-05, | |
| "loss": 0.1465, | |
| "step": 3730 | |
| }, | |
| { | |
| "epoch": 6.79, | |
| "learning_rate": 3.6700947771728176e-05, | |
| "loss": 0.1426, | |
| "step": 3740 | |
| }, | |
| { | |
| "epoch": 6.81, | |
| "learning_rate": 3.665053438193184e-05, | |
| "loss": 0.1439, | |
| "step": 3750 | |
| }, | |
| { | |
| "epoch": 6.82, | |
| "learning_rate": 3.660012099213551e-05, | |
| "loss": 0.1264, | |
| "step": 3760 | |
| }, | |
| { | |
| "epoch": 6.84, | |
| "learning_rate": 3.654970760233918e-05, | |
| "loss": 0.1704, | |
| "step": 3770 | |
| }, | |
| { | |
| "epoch": 6.86, | |
| "learning_rate": 3.649929421254285e-05, | |
| "loss": 0.1431, | |
| "step": 3780 | |
| }, | |
| { | |
| "epoch": 6.88, | |
| "learning_rate": 3.644888082274652e-05, | |
| "loss": 0.1776, | |
| "step": 3790 | |
| }, | |
| { | |
| "epoch": 6.9, | |
| "learning_rate": 3.6398467432950195e-05, | |
| "loss": 0.1643, | |
| "step": 3800 | |
| }, | |
| { | |
| "epoch": 6.91, | |
| "learning_rate": 3.634805404315386e-05, | |
| "loss": 0.1557, | |
| "step": 3810 | |
| }, | |
| { | |
| "epoch": 6.93, | |
| "learning_rate": 3.6297640653357535e-05, | |
| "loss": 0.1368, | |
| "step": 3820 | |
| }, | |
| { | |
| "epoch": 6.95, | |
| "learning_rate": 3.62472272635612e-05, | |
| "loss": 0.1793, | |
| "step": 3830 | |
| }, | |
| { | |
| "epoch": 6.97, | |
| "learning_rate": 3.6196813873764874e-05, | |
| "loss": 0.1594, | |
| "step": 3840 | |
| }, | |
| { | |
| "epoch": 6.99, | |
| "learning_rate": 3.614640048396855e-05, | |
| "loss": 0.1786, | |
| "step": 3850 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "eval_accuracy": 0.9702380952380952, | |
| "eval_loss": 0.07964544743299484, | |
| "eval_runtime": 60.7267, | |
| "eval_samples_per_second": 193.655, | |
| "eval_steps_per_second": 6.06, | |
| "step": 3857 | |
| }, | |
| { | |
| "epoch": 7.01, | |
| "learning_rate": 3.6095987094172214e-05, | |
| "loss": 0.1617, | |
| "step": 3860 | |
| }, | |
| { | |
| "epoch": 7.02, | |
| "learning_rate": 3.604557370437589e-05, | |
| "loss": 0.1849, | |
| "step": 3870 | |
| }, | |
| { | |
| "epoch": 7.04, | |
| "learning_rate": 3.5995160314579554e-05, | |
| "loss": 0.1621, | |
| "step": 3880 | |
| }, | |
| { | |
| "epoch": 7.06, | |
| "learning_rate": 3.594474692478322e-05, | |
| "loss": 0.1717, | |
| "step": 3890 | |
| }, | |
| { | |
| "epoch": 7.08, | |
| "learning_rate": 3.5894333534986894e-05, | |
| "loss": 0.1683, | |
| "step": 3900 | |
| }, | |
| { | |
| "epoch": 7.1, | |
| "learning_rate": 3.584392014519056e-05, | |
| "loss": 0.1566, | |
| "step": 3910 | |
| }, | |
| { | |
| "epoch": 7.11, | |
| "learning_rate": 3.579350675539423e-05, | |
| "loss": 0.1527, | |
| "step": 3920 | |
| }, | |
| { | |
| "epoch": 7.13, | |
| "learning_rate": 3.5743093365597907e-05, | |
| "loss": 0.1478, | |
| "step": 3930 | |
| }, | |
| { | |
| "epoch": 7.15, | |
| "learning_rate": 3.569267997580157e-05, | |
| "loss": 0.1664, | |
| "step": 3940 | |
| }, | |
| { | |
| "epoch": 7.17, | |
| "learning_rate": 3.5642266586005246e-05, | |
| "loss": 0.1498, | |
| "step": 3950 | |
| }, | |
| { | |
| "epoch": 7.19, | |
| "learning_rate": 3.559185319620891e-05, | |
| "loss": 0.1526, | |
| "step": 3960 | |
| }, | |
| { | |
| "epoch": 7.2, | |
| "learning_rate": 3.5541439806412586e-05, | |
| "loss": 0.1488, | |
| "step": 3970 | |
| }, | |
| { | |
| "epoch": 7.22, | |
| "learning_rate": 3.549102641661626e-05, | |
| "loss": 0.1366, | |
| "step": 3980 | |
| }, | |
| { | |
| "epoch": 7.24, | |
| "learning_rate": 3.5440613026819926e-05, | |
| "loss": 0.1423, | |
| "step": 3990 | |
| }, | |
| { | |
| "epoch": 7.26, | |
| "learning_rate": 3.53901996370236e-05, | |
| "loss": 0.1639, | |
| "step": 4000 | |
| }, | |
| { | |
| "epoch": 7.28, | |
| "learning_rate": 3.5339786247227266e-05, | |
| "loss": 0.166, | |
| "step": 4010 | |
| }, | |
| { | |
| "epoch": 7.3, | |
| "learning_rate": 3.528937285743094e-05, | |
| "loss": 0.1365, | |
| "step": 4020 | |
| }, | |
| { | |
| "epoch": 7.31, | |
| "learning_rate": 3.5238959467634605e-05, | |
| "loss": 0.1534, | |
| "step": 4030 | |
| }, | |
| { | |
| "epoch": 7.33, | |
| "learning_rate": 3.518854607783827e-05, | |
| "loss": 0.1759, | |
| "step": 4040 | |
| }, | |
| { | |
| "epoch": 7.35, | |
| "learning_rate": 3.5138132688041945e-05, | |
| "loss": 0.1615, | |
| "step": 4050 | |
| }, | |
| { | |
| "epoch": 7.37, | |
| "learning_rate": 3.508771929824561e-05, | |
| "loss": 0.1654, | |
| "step": 4060 | |
| }, | |
| { | |
| "epoch": 7.39, | |
| "learning_rate": 3.5037305908449285e-05, | |
| "loss": 0.1754, | |
| "step": 4070 | |
| }, | |
| { | |
| "epoch": 7.4, | |
| "learning_rate": 3.498689251865296e-05, | |
| "loss": 0.1424, | |
| "step": 4080 | |
| }, | |
| { | |
| "epoch": 7.42, | |
| "learning_rate": 3.4936479128856624e-05, | |
| "loss": 0.1682, | |
| "step": 4090 | |
| }, | |
| { | |
| "epoch": 7.44, | |
| "learning_rate": 3.48860657390603e-05, | |
| "loss": 0.1502, | |
| "step": 4100 | |
| }, | |
| { | |
| "epoch": 7.46, | |
| "learning_rate": 3.4835652349263964e-05, | |
| "loss": 0.1339, | |
| "step": 4110 | |
| }, | |
| { | |
| "epoch": 7.48, | |
| "learning_rate": 3.478523895946764e-05, | |
| "loss": 0.164, | |
| "step": 4120 | |
| }, | |
| { | |
| "epoch": 7.5, | |
| "learning_rate": 3.473482556967131e-05, | |
| "loss": 0.1621, | |
| "step": 4130 | |
| }, | |
| { | |
| "epoch": 7.51, | |
| "learning_rate": 3.468441217987498e-05, | |
| "loss": 0.1523, | |
| "step": 4140 | |
| }, | |
| { | |
| "epoch": 7.53, | |
| "learning_rate": 3.463399879007865e-05, | |
| "loss": 0.1414, | |
| "step": 4150 | |
| }, | |
| { | |
| "epoch": 7.55, | |
| "learning_rate": 3.458358540028232e-05, | |
| "loss": 0.1613, | |
| "step": 4160 | |
| }, | |
| { | |
| "epoch": 7.57, | |
| "learning_rate": 3.453317201048599e-05, | |
| "loss": 0.1633, | |
| "step": 4170 | |
| }, | |
| { | |
| "epoch": 7.59, | |
| "learning_rate": 3.4482758620689657e-05, | |
| "loss": 0.1616, | |
| "step": 4180 | |
| }, | |
| { | |
| "epoch": 7.6, | |
| "learning_rate": 3.443234523089332e-05, | |
| "loss": 0.1474, | |
| "step": 4190 | |
| }, | |
| { | |
| "epoch": 7.62, | |
| "learning_rate": 3.4381931841096996e-05, | |
| "loss": 0.1598, | |
| "step": 4200 | |
| }, | |
| { | |
| "epoch": 7.64, | |
| "learning_rate": 3.433151845130066e-05, | |
| "loss": 0.1717, | |
| "step": 4210 | |
| }, | |
| { | |
| "epoch": 7.66, | |
| "learning_rate": 3.4281105061504336e-05, | |
| "loss": 0.1584, | |
| "step": 4220 | |
| }, | |
| { | |
| "epoch": 7.68, | |
| "learning_rate": 3.423069167170801e-05, | |
| "loss": 0.1612, | |
| "step": 4230 | |
| }, | |
| { | |
| "epoch": 7.69, | |
| "learning_rate": 3.4180278281911676e-05, | |
| "loss": 0.1392, | |
| "step": 4240 | |
| }, | |
| { | |
| "epoch": 7.71, | |
| "learning_rate": 3.412986489211535e-05, | |
| "loss": 0.1443, | |
| "step": 4250 | |
| }, | |
| { | |
| "epoch": 7.73, | |
| "learning_rate": 3.4079451502319016e-05, | |
| "loss": 0.1252, | |
| "step": 4260 | |
| }, | |
| { | |
| "epoch": 7.75, | |
| "learning_rate": 3.402903811252269e-05, | |
| "loss": 0.1376, | |
| "step": 4270 | |
| }, | |
| { | |
| "epoch": 7.77, | |
| "learning_rate": 3.397862472272636e-05, | |
| "loss": 0.1389, | |
| "step": 4280 | |
| }, | |
| { | |
| "epoch": 7.79, | |
| "learning_rate": 3.392821133293003e-05, | |
| "loss": 0.1179, | |
| "step": 4290 | |
| }, | |
| { | |
| "epoch": 7.8, | |
| "learning_rate": 3.38777979431337e-05, | |
| "loss": 0.132, | |
| "step": 4300 | |
| }, | |
| { | |
| "epoch": 7.82, | |
| "learning_rate": 3.382738455333737e-05, | |
| "loss": 0.1439, | |
| "step": 4310 | |
| }, | |
| { | |
| "epoch": 7.84, | |
| "learning_rate": 3.3776971163541035e-05, | |
| "loss": 0.1742, | |
| "step": 4320 | |
| }, | |
| { | |
| "epoch": 7.86, | |
| "learning_rate": 3.372655777374471e-05, | |
| "loss": 0.156, | |
| "step": 4330 | |
| }, | |
| { | |
| "epoch": 7.88, | |
| "learning_rate": 3.3676144383948374e-05, | |
| "loss": 0.1232, | |
| "step": 4340 | |
| }, | |
| { | |
| "epoch": 7.89, | |
| "learning_rate": 3.362573099415205e-05, | |
| "loss": 0.1416, | |
| "step": 4350 | |
| }, | |
| { | |
| "epoch": 7.91, | |
| "learning_rate": 3.3575317604355714e-05, | |
| "loss": 0.1533, | |
| "step": 4360 | |
| }, | |
| { | |
| "epoch": 7.93, | |
| "learning_rate": 3.352490421455939e-05, | |
| "loss": 0.1351, | |
| "step": 4370 | |
| }, | |
| { | |
| "epoch": 7.95, | |
| "learning_rate": 3.347449082476306e-05, | |
| "loss": 0.1489, | |
| "step": 4380 | |
| }, | |
| { | |
| "epoch": 7.97, | |
| "learning_rate": 3.342407743496673e-05, | |
| "loss": 0.1664, | |
| "step": 4390 | |
| }, | |
| { | |
| "epoch": 7.98, | |
| "learning_rate": 3.33736640451704e-05, | |
| "loss": 0.1576, | |
| "step": 4400 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "eval_accuracy": 0.9767006802721089, | |
| "eval_loss": 0.06351558864116669, | |
| "eval_runtime": 63.5143, | |
| "eval_samples_per_second": 185.155, | |
| "eval_steps_per_second": 5.794, | |
| "step": 4408 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "learning_rate": 3.332325065537407e-05, | |
| "loss": 0.1509, | |
| "step": 4410 | |
| }, | |
| { | |
| "epoch": 8.02, | |
| "learning_rate": 3.327283726557774e-05, | |
| "loss": 0.1508, | |
| "step": 4420 | |
| }, | |
| { | |
| "epoch": 8.04, | |
| "learning_rate": 3.322242387578141e-05, | |
| "loss": 0.1575, | |
| "step": 4430 | |
| }, | |
| { | |
| "epoch": 8.06, | |
| "learning_rate": 3.317201048598508e-05, | |
| "loss": 0.1306, | |
| "step": 4440 | |
| }, | |
| { | |
| "epoch": 8.08, | |
| "learning_rate": 3.312159709618875e-05, | |
| "loss": 0.1708, | |
| "step": 4450 | |
| }, | |
| { | |
| "epoch": 8.09, | |
| "learning_rate": 3.307118370639242e-05, | |
| "loss": 0.17, | |
| "step": 4460 | |
| }, | |
| { | |
| "epoch": 8.11, | |
| "learning_rate": 3.3020770316596086e-05, | |
| "loss": 0.1516, | |
| "step": 4470 | |
| }, | |
| { | |
| "epoch": 8.13, | |
| "learning_rate": 3.297035692679976e-05, | |
| "loss": 0.129, | |
| "step": 4480 | |
| }, | |
| { | |
| "epoch": 8.15, | |
| "learning_rate": 3.2919943537003426e-05, | |
| "loss": 0.1399, | |
| "step": 4490 | |
| }, | |
| { | |
| "epoch": 8.17, | |
| "learning_rate": 3.28695301472071e-05, | |
| "loss": 0.1413, | |
| "step": 4500 | |
| }, | |
| { | |
| "epoch": 8.18, | |
| "learning_rate": 3.2819116757410766e-05, | |
| "loss": 0.1301, | |
| "step": 4510 | |
| }, | |
| { | |
| "epoch": 8.2, | |
| "learning_rate": 3.276870336761444e-05, | |
| "loss": 0.1485, | |
| "step": 4520 | |
| }, | |
| { | |
| "epoch": 8.22, | |
| "learning_rate": 3.271828997781811e-05, | |
| "loss": 0.1192, | |
| "step": 4530 | |
| }, | |
| { | |
| "epoch": 8.24, | |
| "learning_rate": 3.266787658802178e-05, | |
| "loss": 0.1435, | |
| "step": 4540 | |
| }, | |
| { | |
| "epoch": 8.26, | |
| "learning_rate": 3.261746319822545e-05, | |
| "loss": 0.1512, | |
| "step": 4550 | |
| }, | |
| { | |
| "epoch": 8.28, | |
| "learning_rate": 3.256704980842912e-05, | |
| "loss": 0.1365, | |
| "step": 4560 | |
| }, | |
| { | |
| "epoch": 8.29, | |
| "learning_rate": 3.251663641863279e-05, | |
| "loss": 0.1329, | |
| "step": 4570 | |
| }, | |
| { | |
| "epoch": 8.31, | |
| "learning_rate": 3.2466223028836465e-05, | |
| "loss": 0.1375, | |
| "step": 4580 | |
| }, | |
| { | |
| "epoch": 8.33, | |
| "learning_rate": 3.241580963904013e-05, | |
| "loss": 0.158, | |
| "step": 4590 | |
| }, | |
| { | |
| "epoch": 8.35, | |
| "learning_rate": 3.2365396249243804e-05, | |
| "loss": 0.149, | |
| "step": 4600 | |
| }, | |
| { | |
| "epoch": 8.37, | |
| "learning_rate": 3.231498285944747e-05, | |
| "loss": 0.1371, | |
| "step": 4610 | |
| }, | |
| { | |
| "epoch": 8.38, | |
| "learning_rate": 3.226456946965114e-05, | |
| "loss": 0.1381, | |
| "step": 4620 | |
| }, | |
| { | |
| "epoch": 8.4, | |
| "learning_rate": 3.221415607985481e-05, | |
| "loss": 0.1489, | |
| "step": 4630 | |
| }, | |
| { | |
| "epoch": 8.42, | |
| "learning_rate": 3.216374269005848e-05, | |
| "loss": 0.1287, | |
| "step": 4640 | |
| }, | |
| { | |
| "epoch": 8.44, | |
| "learning_rate": 3.211332930026215e-05, | |
| "loss": 0.132, | |
| "step": 4650 | |
| }, | |
| { | |
| "epoch": 8.46, | |
| "learning_rate": 3.2062915910465824e-05, | |
| "loss": 0.1519, | |
| "step": 4660 | |
| }, | |
| { | |
| "epoch": 8.48, | |
| "learning_rate": 3.201250252066949e-05, | |
| "loss": 0.1072, | |
| "step": 4670 | |
| }, | |
| { | |
| "epoch": 8.49, | |
| "learning_rate": 3.196208913087316e-05, | |
| "loss": 0.1449, | |
| "step": 4680 | |
| }, | |
| { | |
| "epoch": 8.51, | |
| "learning_rate": 3.191167574107683e-05, | |
| "loss": 0.134, | |
| "step": 4690 | |
| }, | |
| { | |
| "epoch": 8.53, | |
| "learning_rate": 3.18612623512805e-05, | |
| "loss": 0.1457, | |
| "step": 4700 | |
| }, | |
| { | |
| "epoch": 8.55, | |
| "learning_rate": 3.1810848961484176e-05, | |
| "loss": 0.1246, | |
| "step": 4710 | |
| }, | |
| { | |
| "epoch": 8.57, | |
| "learning_rate": 3.176043557168784e-05, | |
| "loss": 0.1222, | |
| "step": 4720 | |
| }, | |
| { | |
| "epoch": 8.58, | |
| "learning_rate": 3.1710022181891516e-05, | |
| "loss": 0.1294, | |
| "step": 4730 | |
| }, | |
| { | |
| "epoch": 8.6, | |
| "learning_rate": 3.165960879209518e-05, | |
| "loss": 0.1235, | |
| "step": 4740 | |
| }, | |
| { | |
| "epoch": 8.62, | |
| "learning_rate": 3.160919540229885e-05, | |
| "loss": 0.1318, | |
| "step": 4750 | |
| }, | |
| { | |
| "epoch": 8.64, | |
| "learning_rate": 3.155878201250252e-05, | |
| "loss": 0.1312, | |
| "step": 4760 | |
| }, | |
| { | |
| "epoch": 8.66, | |
| "learning_rate": 3.150836862270619e-05, | |
| "loss": 0.1651, | |
| "step": 4770 | |
| }, | |
| { | |
| "epoch": 8.67, | |
| "learning_rate": 3.145795523290986e-05, | |
| "loss": 0.1391, | |
| "step": 4780 | |
| }, | |
| { | |
| "epoch": 8.69, | |
| "learning_rate": 3.140754184311353e-05, | |
| "loss": 0.1359, | |
| "step": 4790 | |
| }, | |
| { | |
| "epoch": 8.71, | |
| "learning_rate": 3.13571284533172e-05, | |
| "loss": 0.1266, | |
| "step": 4800 | |
| }, | |
| { | |
| "epoch": 8.73, | |
| "learning_rate": 3.1306715063520875e-05, | |
| "loss": 0.1441, | |
| "step": 4810 | |
| }, | |
| { | |
| "epoch": 8.75, | |
| "learning_rate": 3.125630167372454e-05, | |
| "loss": 0.148, | |
| "step": 4820 | |
| }, | |
| { | |
| "epoch": 8.77, | |
| "learning_rate": 3.1205888283928215e-05, | |
| "loss": 0.1657, | |
| "step": 4830 | |
| }, | |
| { | |
| "epoch": 8.78, | |
| "learning_rate": 3.115547489413188e-05, | |
| "loss": 0.1429, | |
| "step": 4840 | |
| }, | |
| { | |
| "epoch": 8.8, | |
| "learning_rate": 3.1105061504335554e-05, | |
| "loss": 0.1077, | |
| "step": 4850 | |
| }, | |
| { | |
| "epoch": 8.82, | |
| "learning_rate": 3.105464811453923e-05, | |
| "loss": 0.1247, | |
| "step": 4860 | |
| }, | |
| { | |
| "epoch": 8.84, | |
| "learning_rate": 3.1004234724742894e-05, | |
| "loss": 0.1299, | |
| "step": 4870 | |
| }, | |
| { | |
| "epoch": 8.86, | |
| "learning_rate": 3.095382133494657e-05, | |
| "loss": 0.1572, | |
| "step": 4880 | |
| }, | |
| { | |
| "epoch": 8.87, | |
| "learning_rate": 3.0903407945150234e-05, | |
| "loss": 0.1569, | |
| "step": 4890 | |
| }, | |
| { | |
| "epoch": 8.89, | |
| "learning_rate": 3.08529945553539e-05, | |
| "loss": 0.1503, | |
| "step": 4900 | |
| }, | |
| { | |
| "epoch": 8.91, | |
| "learning_rate": 3.0802581165557574e-05, | |
| "loss": 0.1391, | |
| "step": 4910 | |
| }, | |
| { | |
| "epoch": 8.93, | |
| "learning_rate": 3.075216777576124e-05, | |
| "loss": 0.1434, | |
| "step": 4920 | |
| }, | |
| { | |
| "epoch": 8.95, | |
| "learning_rate": 3.0701754385964913e-05, | |
| "loss": 0.1222, | |
| "step": 4930 | |
| }, | |
| { | |
| "epoch": 8.96, | |
| "learning_rate": 3.065134099616858e-05, | |
| "loss": 0.1373, | |
| "step": 4940 | |
| }, | |
| { | |
| "epoch": 8.98, | |
| "learning_rate": 3.060092760637225e-05, | |
| "loss": 0.1584, | |
| "step": 4950 | |
| }, | |
| { | |
| "epoch": 9.0, | |
| "eval_accuracy": 0.9797619047619047, | |
| "eval_loss": 0.05634722113609314, | |
| "eval_runtime": 64.0783, | |
| "eval_samples_per_second": 183.525, | |
| "eval_steps_per_second": 5.743, | |
| "step": 4959 | |
| }, | |
| { | |
| "epoch": 9.0, | |
| "learning_rate": 3.0550514216575926e-05, | |
| "loss": 0.1407, | |
| "step": 4960 | |
| }, | |
| { | |
| "epoch": 9.02, | |
| "learning_rate": 3.0500100826779593e-05, | |
| "loss": 0.129, | |
| "step": 4970 | |
| }, | |
| { | |
| "epoch": 9.04, | |
| "learning_rate": 3.0449687436983266e-05, | |
| "loss": 0.1374, | |
| "step": 4980 | |
| }, | |
| { | |
| "epoch": 9.06, | |
| "learning_rate": 3.0399274047186933e-05, | |
| "loss": 0.1218, | |
| "step": 4990 | |
| }, | |
| { | |
| "epoch": 9.07, | |
| "learning_rate": 3.0348860657390606e-05, | |
| "loss": 0.1324, | |
| "step": 5000 | |
| }, | |
| { | |
| "epoch": 9.09, | |
| "learning_rate": 3.0298447267594276e-05, | |
| "loss": 0.1375, | |
| "step": 5010 | |
| }, | |
| { | |
| "epoch": 9.11, | |
| "learning_rate": 3.0248033877797942e-05, | |
| "loss": 0.1207, | |
| "step": 5020 | |
| }, | |
| { | |
| "epoch": 9.13, | |
| "learning_rate": 3.0197620488001615e-05, | |
| "loss": 0.1236, | |
| "step": 5030 | |
| }, | |
| { | |
| "epoch": 9.15, | |
| "learning_rate": 3.0147207098205282e-05, | |
| "loss": 0.131, | |
| "step": 5040 | |
| }, | |
| { | |
| "epoch": 9.17, | |
| "learning_rate": 3.0096793708408955e-05, | |
| "loss": 0.1303, | |
| "step": 5050 | |
| }, | |
| { | |
| "epoch": 9.18, | |
| "learning_rate": 3.004638031861263e-05, | |
| "loss": 0.1453, | |
| "step": 5060 | |
| }, | |
| { | |
| "epoch": 9.2, | |
| "learning_rate": 2.9995966928816295e-05, | |
| "loss": 0.1289, | |
| "step": 5070 | |
| }, | |
| { | |
| "epoch": 9.22, | |
| "learning_rate": 2.9945553539019965e-05, | |
| "loss": 0.1276, | |
| "step": 5080 | |
| }, | |
| { | |
| "epoch": 9.24, | |
| "learning_rate": 2.989514014922363e-05, | |
| "loss": 0.1449, | |
| "step": 5090 | |
| }, | |
| { | |
| "epoch": 9.26, | |
| "learning_rate": 2.9844726759427304e-05, | |
| "loss": 0.11, | |
| "step": 5100 | |
| }, | |
| { | |
| "epoch": 9.27, | |
| "learning_rate": 2.9794313369630978e-05, | |
| "loss": 0.1208, | |
| "step": 5110 | |
| }, | |
| { | |
| "epoch": 9.29, | |
| "learning_rate": 2.9743899979834644e-05, | |
| "loss": 0.1164, | |
| "step": 5120 | |
| }, | |
| { | |
| "epoch": 9.31, | |
| "learning_rate": 2.9693486590038317e-05, | |
| "loss": 0.1121, | |
| "step": 5130 | |
| }, | |
| { | |
| "epoch": 9.33, | |
| "learning_rate": 2.9643073200241984e-05, | |
| "loss": 0.1316, | |
| "step": 5140 | |
| }, | |
| { | |
| "epoch": 9.35, | |
| "learning_rate": 2.9592659810445654e-05, | |
| "loss": 0.1312, | |
| "step": 5150 | |
| }, | |
| { | |
| "epoch": 9.36, | |
| "learning_rate": 2.9542246420649327e-05, | |
| "loss": 0.1227, | |
| "step": 5160 | |
| }, | |
| { | |
| "epoch": 9.38, | |
| "learning_rate": 2.9491833030852994e-05, | |
| "loss": 0.1258, | |
| "step": 5170 | |
| }, | |
| { | |
| "epoch": 9.4, | |
| "learning_rate": 2.9441419641056667e-05, | |
| "loss": 0.139, | |
| "step": 5180 | |
| }, | |
| { | |
| "epoch": 9.42, | |
| "learning_rate": 2.9391006251260333e-05, | |
| "loss": 0.1437, | |
| "step": 5190 | |
| }, | |
| { | |
| "epoch": 9.44, | |
| "learning_rate": 2.9340592861464007e-05, | |
| "loss": 0.1246, | |
| "step": 5200 | |
| }, | |
| { | |
| "epoch": 9.46, | |
| "learning_rate": 2.9290179471667676e-05, | |
| "loss": 0.1534, | |
| "step": 5210 | |
| }, | |
| { | |
| "epoch": 9.47, | |
| "learning_rate": 2.9239766081871346e-05, | |
| "loss": 0.1475, | |
| "step": 5220 | |
| }, | |
| { | |
| "epoch": 9.49, | |
| "learning_rate": 2.9189352692075016e-05, | |
| "loss": 0.1273, | |
| "step": 5230 | |
| }, | |
| { | |
| "epoch": 9.51, | |
| "learning_rate": 2.9138939302278683e-05, | |
| "loss": 0.1207, | |
| "step": 5240 | |
| }, | |
| { | |
| "epoch": 9.53, | |
| "learning_rate": 2.9088525912482356e-05, | |
| "loss": 0.12, | |
| "step": 5250 | |
| }, | |
| { | |
| "epoch": 9.55, | |
| "learning_rate": 2.903811252268603e-05, | |
| "loss": 0.1034, | |
| "step": 5260 | |
| }, | |
| { | |
| "epoch": 9.56, | |
| "learning_rate": 2.8987699132889696e-05, | |
| "loss": 0.1205, | |
| "step": 5270 | |
| }, | |
| { | |
| "epoch": 9.58, | |
| "learning_rate": 2.893728574309337e-05, | |
| "loss": 0.1408, | |
| "step": 5280 | |
| }, | |
| { | |
| "epoch": 9.6, | |
| "learning_rate": 2.888687235329704e-05, | |
| "loss": 0.1257, | |
| "step": 5290 | |
| }, | |
| { | |
| "epoch": 9.62, | |
| "learning_rate": 2.8836458963500705e-05, | |
| "loss": 0.122, | |
| "step": 5300 | |
| }, | |
| { | |
| "epoch": 9.64, | |
| "learning_rate": 2.878604557370438e-05, | |
| "loss": 0.1399, | |
| "step": 5310 | |
| }, | |
| { | |
| "epoch": 9.65, | |
| "learning_rate": 2.8735632183908045e-05, | |
| "loss": 0.142, | |
| "step": 5320 | |
| }, | |
| { | |
| "epoch": 9.67, | |
| "learning_rate": 2.8685218794111718e-05, | |
| "loss": 0.1339, | |
| "step": 5330 | |
| }, | |
| { | |
| "epoch": 9.69, | |
| "learning_rate": 2.863480540431539e-05, | |
| "loss": 0.1279, | |
| "step": 5340 | |
| }, | |
| { | |
| "epoch": 9.71, | |
| "learning_rate": 2.8584392014519058e-05, | |
| "loss": 0.1257, | |
| "step": 5350 | |
| }, | |
| { | |
| "epoch": 9.73, | |
| "learning_rate": 2.8533978624722728e-05, | |
| "loss": 0.1244, | |
| "step": 5360 | |
| }, | |
| { | |
| "epoch": 9.75, | |
| "learning_rate": 2.8483565234926398e-05, | |
| "loss": 0.1181, | |
| "step": 5370 | |
| }, | |
| { | |
| "epoch": 9.76, | |
| "learning_rate": 2.8433151845130067e-05, | |
| "loss": 0.1171, | |
| "step": 5380 | |
| }, | |
| { | |
| "epoch": 9.78, | |
| "learning_rate": 2.838273845533374e-05, | |
| "loss": 0.1243, | |
| "step": 5390 | |
| }, | |
| { | |
| "epoch": 9.8, | |
| "learning_rate": 2.8332325065537407e-05, | |
| "loss": 0.1257, | |
| "step": 5400 | |
| }, | |
| { | |
| "epoch": 9.82, | |
| "learning_rate": 2.828191167574108e-05, | |
| "loss": 0.1561, | |
| "step": 5410 | |
| }, | |
| { | |
| "epoch": 9.84, | |
| "learning_rate": 2.8231498285944747e-05, | |
| "loss": 0.1334, | |
| "step": 5420 | |
| }, | |
| { | |
| "epoch": 9.85, | |
| "learning_rate": 2.818108489614842e-05, | |
| "loss": 0.1523, | |
| "step": 5430 | |
| }, | |
| { | |
| "epoch": 9.87, | |
| "learning_rate": 2.813067150635209e-05, | |
| "loss": 0.1262, | |
| "step": 5440 | |
| }, | |
| { | |
| "epoch": 9.89, | |
| "learning_rate": 2.8080258116555757e-05, | |
| "loss": 0.1081, | |
| "step": 5450 | |
| }, | |
| { | |
| "epoch": 9.91, | |
| "learning_rate": 2.802984472675943e-05, | |
| "loss": 0.1264, | |
| "step": 5460 | |
| }, | |
| { | |
| "epoch": 9.93, | |
| "learning_rate": 2.7979431336963096e-05, | |
| "loss": 0.1371, | |
| "step": 5470 | |
| }, | |
| { | |
| "epoch": 9.94, | |
| "learning_rate": 2.792901794716677e-05, | |
| "loss": 0.1352, | |
| "step": 5480 | |
| }, | |
| { | |
| "epoch": 9.96, | |
| "learning_rate": 2.7878604557370443e-05, | |
| "loss": 0.1493, | |
| "step": 5490 | |
| }, | |
| { | |
| "epoch": 9.98, | |
| "learning_rate": 2.782819116757411e-05, | |
| "loss": 0.1229, | |
| "step": 5500 | |
| }, | |
| { | |
| "epoch": 10.0, | |
| "learning_rate": 2.777777777777778e-05, | |
| "loss": 0.122, | |
| "step": 5510 | |
| }, | |
| { | |
| "epoch": 10.0, | |
| "eval_accuracy": 0.9792517006802721, | |
| "eval_loss": 0.057042013853788376, | |
| "eval_runtime": 61.9126, | |
| "eval_samples_per_second": 189.945, | |
| "eval_steps_per_second": 5.944, | |
| "step": 5510 | |
| }, | |
| { | |
| "epoch": 10.02, | |
| "learning_rate": 2.7727364387981446e-05, | |
| "loss": 0.1191, | |
| "step": 5520 | |
| }, | |
| { | |
| "epoch": 10.04, | |
| "learning_rate": 2.767695099818512e-05, | |
| "loss": 0.1221, | |
| "step": 5530 | |
| }, | |
| { | |
| "epoch": 10.05, | |
| "learning_rate": 2.7626537608388792e-05, | |
| "loss": 0.1272, | |
| "step": 5540 | |
| }, | |
| { | |
| "epoch": 10.07, | |
| "learning_rate": 2.757612421859246e-05, | |
| "loss": 0.1255, | |
| "step": 5550 | |
| }, | |
| { | |
| "epoch": 10.09, | |
| "learning_rate": 2.7525710828796132e-05, | |
| "loss": 0.121, | |
| "step": 5560 | |
| }, | |
| { | |
| "epoch": 10.11, | |
| "learning_rate": 2.7475297438999798e-05, | |
| "loss": 0.1134, | |
| "step": 5570 | |
| }, | |
| { | |
| "epoch": 10.13, | |
| "learning_rate": 2.7424884049203468e-05, | |
| "loss": 0.1264, | |
| "step": 5580 | |
| }, | |
| { | |
| "epoch": 10.15, | |
| "learning_rate": 2.737447065940714e-05, | |
| "loss": 0.1129, | |
| "step": 5590 | |
| }, | |
| { | |
| "epoch": 10.16, | |
| "learning_rate": 2.7324057269610808e-05, | |
| "loss": 0.1468, | |
| "step": 5600 | |
| }, | |
| { | |
| "epoch": 10.18, | |
| "learning_rate": 2.727364387981448e-05, | |
| "loss": 0.1317, | |
| "step": 5610 | |
| }, | |
| { | |
| "epoch": 10.2, | |
| "learning_rate": 2.7223230490018148e-05, | |
| "loss": 0.1027, | |
| "step": 5620 | |
| }, | |
| { | |
| "epoch": 10.22, | |
| "learning_rate": 2.717281710022182e-05, | |
| "loss": 0.1348, | |
| "step": 5630 | |
| }, | |
| { | |
| "epoch": 10.24, | |
| "learning_rate": 2.7122403710425494e-05, | |
| "loss": 0.131, | |
| "step": 5640 | |
| }, | |
| { | |
| "epoch": 10.25, | |
| "learning_rate": 2.707199032062916e-05, | |
| "loss": 0.1099, | |
| "step": 5650 | |
| }, | |
| { | |
| "epoch": 10.27, | |
| "learning_rate": 2.702157693083283e-05, | |
| "loss": 0.1425, | |
| "step": 5660 | |
| }, | |
| { | |
| "epoch": 10.29, | |
| "learning_rate": 2.6971163541036497e-05, | |
| "loss": 0.1226, | |
| "step": 5670 | |
| }, | |
| { | |
| "epoch": 10.31, | |
| "learning_rate": 2.692075015124017e-05, | |
| "loss": 0.1164, | |
| "step": 5680 | |
| }, | |
| { | |
| "epoch": 10.33, | |
| "learning_rate": 2.6870336761443843e-05, | |
| "loss": 0.1238, | |
| "step": 5690 | |
| }, | |
| { | |
| "epoch": 10.34, | |
| "learning_rate": 2.681992337164751e-05, | |
| "loss": 0.1192, | |
| "step": 5700 | |
| }, | |
| { | |
| "epoch": 10.36, | |
| "learning_rate": 2.6769509981851183e-05, | |
| "loss": 0.1368, | |
| "step": 5710 | |
| }, | |
| { | |
| "epoch": 10.38, | |
| "learning_rate": 2.671909659205485e-05, | |
| "loss": 0.1404, | |
| "step": 5720 | |
| }, | |
| { | |
| "epoch": 10.4, | |
| "learning_rate": 2.666868320225852e-05, | |
| "loss": 0.1168, | |
| "step": 5730 | |
| }, | |
| { | |
| "epoch": 10.42, | |
| "learning_rate": 2.6618269812462193e-05, | |
| "loss": 0.1074, | |
| "step": 5740 | |
| }, | |
| { | |
| "epoch": 10.44, | |
| "learning_rate": 2.656785642266586e-05, | |
| "loss": 0.1238, | |
| "step": 5750 | |
| }, | |
| { | |
| "epoch": 10.45, | |
| "learning_rate": 2.6517443032869533e-05, | |
| "loss": 0.143, | |
| "step": 5760 | |
| }, | |
| { | |
| "epoch": 10.47, | |
| "learning_rate": 2.64670296430732e-05, | |
| "loss": 0.1175, | |
| "step": 5770 | |
| }, | |
| { | |
| "epoch": 10.49, | |
| "learning_rate": 2.6416616253276872e-05, | |
| "loss": 0.108, | |
| "step": 5780 | |
| }, | |
| { | |
| "epoch": 10.51, | |
| "learning_rate": 2.6366202863480542e-05, | |
| "loss": 0.1247, | |
| "step": 5790 | |
| }, | |
| { | |
| "epoch": 10.53, | |
| "learning_rate": 2.6315789473684212e-05, | |
| "loss": 0.1219, | |
| "step": 5800 | |
| }, | |
| { | |
| "epoch": 10.54, | |
| "learning_rate": 2.6265376083887882e-05, | |
| "loss": 0.115, | |
| "step": 5810 | |
| }, | |
| { | |
| "epoch": 10.56, | |
| "learning_rate": 2.621496269409155e-05, | |
| "loss": 0.1007, | |
| "step": 5820 | |
| }, | |
| { | |
| "epoch": 10.58, | |
| "learning_rate": 2.616454930429522e-05, | |
| "loss": 0.1198, | |
| "step": 5830 | |
| }, | |
| { | |
| "epoch": 10.6, | |
| "learning_rate": 2.6114135914498895e-05, | |
| "loss": 0.1118, | |
| "step": 5840 | |
| }, | |
| { | |
| "epoch": 10.62, | |
| "learning_rate": 2.606372252470256e-05, | |
| "loss": 0.1093, | |
| "step": 5850 | |
| }, | |
| { | |
| "epoch": 10.63, | |
| "learning_rate": 2.6013309134906235e-05, | |
| "loss": 0.1209, | |
| "step": 5860 | |
| }, | |
| { | |
| "epoch": 10.65, | |
| "learning_rate": 2.59628957451099e-05, | |
| "loss": 0.1291, | |
| "step": 5870 | |
| }, | |
| { | |
| "epoch": 10.67, | |
| "learning_rate": 2.591248235531357e-05, | |
| "loss": 0.113, | |
| "step": 5880 | |
| }, | |
| { | |
| "epoch": 10.69, | |
| "learning_rate": 2.5862068965517244e-05, | |
| "loss": 0.116, | |
| "step": 5890 | |
| }, | |
| { | |
| "epoch": 10.71, | |
| "learning_rate": 2.581165557572091e-05, | |
| "loss": 0.108, | |
| "step": 5900 | |
| }, | |
| { | |
| "epoch": 10.73, | |
| "learning_rate": 2.5761242185924584e-05, | |
| "loss": 0.1302, | |
| "step": 5910 | |
| }, | |
| { | |
| "epoch": 10.74, | |
| "learning_rate": 2.571082879612825e-05, | |
| "loss": 0.1041, | |
| "step": 5920 | |
| }, | |
| { | |
| "epoch": 10.76, | |
| "learning_rate": 2.5660415406331924e-05, | |
| "loss": 0.1008, | |
| "step": 5930 | |
| }, | |
| { | |
| "epoch": 10.78, | |
| "learning_rate": 2.5610002016535593e-05, | |
| "loss": 0.1283, | |
| "step": 5940 | |
| }, | |
| { | |
| "epoch": 10.8, | |
| "learning_rate": 2.555958862673926e-05, | |
| "loss": 0.1159, | |
| "step": 5950 | |
| }, | |
| { | |
| "epoch": 10.82, | |
| "learning_rate": 2.5509175236942933e-05, | |
| "loss": 0.1304, | |
| "step": 5960 | |
| }, | |
| { | |
| "epoch": 10.83, | |
| "learning_rate": 2.5458761847146606e-05, | |
| "loss": 0.1098, | |
| "step": 5970 | |
| }, | |
| { | |
| "epoch": 10.85, | |
| "learning_rate": 2.5408348457350273e-05, | |
| "loss": 0.1374, | |
| "step": 5980 | |
| }, | |
| { | |
| "epoch": 10.87, | |
| "learning_rate": 2.5357935067553946e-05, | |
| "loss": 0.1072, | |
| "step": 5990 | |
| }, | |
| { | |
| "epoch": 10.89, | |
| "learning_rate": 2.5307521677757613e-05, | |
| "loss": 0.1068, | |
| "step": 6000 | |
| }, | |
| { | |
| "epoch": 10.91, | |
| "learning_rate": 2.5257108287961283e-05, | |
| "loss": 0.1047, | |
| "step": 6010 | |
| }, | |
| { | |
| "epoch": 10.92, | |
| "learning_rate": 2.5206694898164956e-05, | |
| "loss": 0.1128, | |
| "step": 6020 | |
| }, | |
| { | |
| "epoch": 10.94, | |
| "learning_rate": 2.5156281508368622e-05, | |
| "loss": 0.1242, | |
| "step": 6030 | |
| }, | |
| { | |
| "epoch": 10.96, | |
| "learning_rate": 2.5105868118572295e-05, | |
| "loss": 0.1176, | |
| "step": 6040 | |
| }, | |
| { | |
| "epoch": 10.98, | |
| "learning_rate": 2.5055454728775962e-05, | |
| "loss": 0.1239, | |
| "step": 6050 | |
| }, | |
| { | |
| "epoch": 11.0, | |
| "learning_rate": 2.5005041338979635e-05, | |
| "loss": 0.1138, | |
| "step": 6060 | |
| }, | |
| { | |
| "epoch": 11.0, | |
| "eval_accuracy": 0.9818877551020408, | |
| "eval_loss": 0.05261354520916939, | |
| "eval_runtime": 62.0679, | |
| "eval_samples_per_second": 189.47, | |
| "eval_steps_per_second": 5.929, | |
| "step": 6061 | |
| }, | |
| { | |
| "epoch": 11.02, | |
| "learning_rate": 2.4954627949183305e-05, | |
| "loss": 0.1441, | |
| "step": 6070 | |
| }, | |
| { | |
| "epoch": 11.03, | |
| "learning_rate": 2.4904214559386975e-05, | |
| "loss": 0.1154, | |
| "step": 6080 | |
| }, | |
| { | |
| "epoch": 11.05, | |
| "learning_rate": 2.485380116959064e-05, | |
| "loss": 0.1193, | |
| "step": 6090 | |
| }, | |
| { | |
| "epoch": 11.07, | |
| "learning_rate": 2.4803387779794315e-05, | |
| "loss": 0.1189, | |
| "step": 6100 | |
| }, | |
| { | |
| "epoch": 11.09, | |
| "learning_rate": 2.4752974389997985e-05, | |
| "loss": 0.1148, | |
| "step": 6110 | |
| }, | |
| { | |
| "epoch": 11.11, | |
| "learning_rate": 2.4702561000201654e-05, | |
| "loss": 0.1183, | |
| "step": 6120 | |
| }, | |
| { | |
| "epoch": 11.13, | |
| "learning_rate": 2.4652147610405324e-05, | |
| "loss": 0.1317, | |
| "step": 6130 | |
| }, | |
| { | |
| "epoch": 11.14, | |
| "learning_rate": 2.4601734220608998e-05, | |
| "loss": 0.1177, | |
| "step": 6140 | |
| }, | |
| { | |
| "epoch": 11.16, | |
| "learning_rate": 2.4551320830812667e-05, | |
| "loss": 0.1217, | |
| "step": 6150 | |
| }, | |
| { | |
| "epoch": 11.18, | |
| "learning_rate": 2.4500907441016334e-05, | |
| "loss": 0.1163, | |
| "step": 6160 | |
| }, | |
| { | |
| "epoch": 11.2, | |
| "learning_rate": 2.4450494051220004e-05, | |
| "loss": 0.1131, | |
| "step": 6170 | |
| }, | |
| { | |
| "epoch": 11.22, | |
| "learning_rate": 2.4400080661423674e-05, | |
| "loss": 0.1072, | |
| "step": 6180 | |
| }, | |
| { | |
| "epoch": 11.23, | |
| "learning_rate": 2.4349667271627347e-05, | |
| "loss": 0.1236, | |
| "step": 6190 | |
| }, | |
| { | |
| "epoch": 11.25, | |
| "learning_rate": 2.4299253881831017e-05, | |
| "loss": 0.1376, | |
| "step": 6200 | |
| }, | |
| { | |
| "epoch": 11.27, | |
| "learning_rate": 2.4248840492034687e-05, | |
| "loss": 0.1284, | |
| "step": 6210 | |
| }, | |
| { | |
| "epoch": 11.29, | |
| "learning_rate": 2.4198427102238356e-05, | |
| "loss": 0.1336, | |
| "step": 6220 | |
| }, | |
| { | |
| "epoch": 11.31, | |
| "learning_rate": 2.4148013712442026e-05, | |
| "loss": 0.1147, | |
| "step": 6230 | |
| }, | |
| { | |
| "epoch": 11.32, | |
| "learning_rate": 2.4097600322645696e-05, | |
| "loss": 0.115, | |
| "step": 6240 | |
| }, | |
| { | |
| "epoch": 11.34, | |
| "learning_rate": 2.4047186932849366e-05, | |
| "loss": 0.1144, | |
| "step": 6250 | |
| }, | |
| { | |
| "epoch": 11.36, | |
| "learning_rate": 2.3996773543053036e-05, | |
| "loss": 0.1019, | |
| "step": 6260 | |
| }, | |
| { | |
| "epoch": 11.38, | |
| "learning_rate": 2.3946360153256706e-05, | |
| "loss": 0.1133, | |
| "step": 6270 | |
| }, | |
| { | |
| "epoch": 11.4, | |
| "learning_rate": 2.3895946763460376e-05, | |
| "loss": 0.1095, | |
| "step": 6280 | |
| }, | |
| { | |
| "epoch": 11.42, | |
| "learning_rate": 2.384553337366405e-05, | |
| "loss": 0.1135, | |
| "step": 6290 | |
| }, | |
| { | |
| "epoch": 11.43, | |
| "learning_rate": 2.3795119983867715e-05, | |
| "loss": 0.1168, | |
| "step": 6300 | |
| }, | |
| { | |
| "epoch": 11.45, | |
| "learning_rate": 2.3744706594071385e-05, | |
| "loss": 0.0996, | |
| "step": 6310 | |
| }, | |
| { | |
| "epoch": 11.47, | |
| "learning_rate": 2.3694293204275055e-05, | |
| "loss": 0.111, | |
| "step": 6320 | |
| }, | |
| { | |
| "epoch": 11.49, | |
| "learning_rate": 2.3643879814478725e-05, | |
| "loss": 0.1301, | |
| "step": 6330 | |
| }, | |
| { | |
| "epoch": 11.51, | |
| "learning_rate": 2.3593466424682398e-05, | |
| "loss": 0.1235, | |
| "step": 6340 | |
| }, | |
| { | |
| "epoch": 11.52, | |
| "learning_rate": 2.3543053034886068e-05, | |
| "loss": 0.1119, | |
| "step": 6350 | |
| }, | |
| { | |
| "epoch": 11.54, | |
| "learning_rate": 2.3492639645089738e-05, | |
| "loss": 0.1258, | |
| "step": 6360 | |
| }, | |
| { | |
| "epoch": 11.56, | |
| "learning_rate": 2.3442226255293408e-05, | |
| "loss": 0.1206, | |
| "step": 6370 | |
| }, | |
| { | |
| "epoch": 11.58, | |
| "learning_rate": 2.3391812865497074e-05, | |
| "loss": 0.1166, | |
| "step": 6380 | |
| }, | |
| { | |
| "epoch": 11.6, | |
| "learning_rate": 2.3341399475700748e-05, | |
| "loss": 0.1051, | |
| "step": 6390 | |
| }, | |
| { | |
| "epoch": 11.61, | |
| "learning_rate": 2.3290986085904417e-05, | |
| "loss": 0.1228, | |
| "step": 6400 | |
| }, | |
| { | |
| "epoch": 11.63, | |
| "learning_rate": 2.3240572696108087e-05, | |
| "loss": 0.1217, | |
| "step": 6410 | |
| }, | |
| { | |
| "epoch": 11.65, | |
| "learning_rate": 2.3190159306311757e-05, | |
| "loss": 0.0927, | |
| "step": 6420 | |
| }, | |
| { | |
| "epoch": 11.67, | |
| "learning_rate": 2.3139745916515427e-05, | |
| "loss": 0.1201, | |
| "step": 6430 | |
| }, | |
| { | |
| "epoch": 11.69, | |
| "learning_rate": 2.3089332526719097e-05, | |
| "loss": 0.1269, | |
| "step": 6440 | |
| }, | |
| { | |
| "epoch": 11.71, | |
| "learning_rate": 2.3038919136922767e-05, | |
| "loss": 0.0998, | |
| "step": 6450 | |
| }, | |
| { | |
| "epoch": 11.72, | |
| "learning_rate": 2.2988505747126437e-05, | |
| "loss": 0.0834, | |
| "step": 6460 | |
| }, | |
| { | |
| "epoch": 11.74, | |
| "learning_rate": 2.2938092357330106e-05, | |
| "loss": 0.1212, | |
| "step": 6470 | |
| }, | |
| { | |
| "epoch": 11.76, | |
| "learning_rate": 2.288767896753378e-05, | |
| "loss": 0.1014, | |
| "step": 6480 | |
| }, | |
| { | |
| "epoch": 11.78, | |
| "learning_rate": 2.283726557773745e-05, | |
| "loss": 0.1326, | |
| "step": 6490 | |
| }, | |
| { | |
| "epoch": 11.8, | |
| "learning_rate": 2.278685218794112e-05, | |
| "loss": 0.1105, | |
| "step": 6500 | |
| }, | |
| { | |
| "epoch": 11.81, | |
| "learning_rate": 2.273643879814479e-05, | |
| "loss": 0.1017, | |
| "step": 6510 | |
| }, | |
| { | |
| "epoch": 11.83, | |
| "learning_rate": 2.2686025408348456e-05, | |
| "loss": 0.1169, | |
| "step": 6520 | |
| }, | |
| { | |
| "epoch": 11.85, | |
| "learning_rate": 2.263561201855213e-05, | |
| "loss": 0.1077, | |
| "step": 6530 | |
| }, | |
| { | |
| "epoch": 11.87, | |
| "learning_rate": 2.25851986287558e-05, | |
| "loss": 0.1286, | |
| "step": 6540 | |
| }, | |
| { | |
| "epoch": 11.89, | |
| "learning_rate": 2.253478523895947e-05, | |
| "loss": 0.1132, | |
| "step": 6550 | |
| }, | |
| { | |
| "epoch": 11.9, | |
| "learning_rate": 2.248437184916314e-05, | |
| "loss": 0.1151, | |
| "step": 6560 | |
| }, | |
| { | |
| "epoch": 11.92, | |
| "learning_rate": 2.243395845936681e-05, | |
| "loss": 0.1061, | |
| "step": 6570 | |
| }, | |
| { | |
| "epoch": 11.94, | |
| "learning_rate": 2.2383545069570482e-05, | |
| "loss": 0.1119, | |
| "step": 6580 | |
| }, | |
| { | |
| "epoch": 11.96, | |
| "learning_rate": 2.2333131679774148e-05, | |
| "loss": 0.0894, | |
| "step": 6590 | |
| }, | |
| { | |
| "epoch": 11.98, | |
| "learning_rate": 2.2282718289977818e-05, | |
| "loss": 0.0925, | |
| "step": 6600 | |
| }, | |
| { | |
| "epoch": 12.0, | |
| "learning_rate": 2.2232304900181488e-05, | |
| "loss": 0.1116, | |
| "step": 6610 | |
| }, | |
| { | |
| "epoch": 12.0, | |
| "eval_accuracy": 0.9832482993197279, | |
| "eval_loss": 0.049753714352846146, | |
| "eval_runtime": 61.0455, | |
| "eval_samples_per_second": 192.643, | |
| "eval_steps_per_second": 6.028, | |
| "step": 6612 | |
| }, | |
| { | |
| "epoch": 12.01, | |
| "learning_rate": 2.2181891510385158e-05, | |
| "loss": 0.1214, | |
| "step": 6620 | |
| }, | |
| { | |
| "epoch": 12.03, | |
| "learning_rate": 2.213147812058883e-05, | |
| "loss": 0.1121, | |
| "step": 6630 | |
| }, | |
| { | |
| "epoch": 12.05, | |
| "learning_rate": 2.20810647307925e-05, | |
| "loss": 0.1061, | |
| "step": 6640 | |
| }, | |
| { | |
| "epoch": 12.07, | |
| "learning_rate": 2.203065134099617e-05, | |
| "loss": 0.1313, | |
| "step": 6650 | |
| }, | |
| { | |
| "epoch": 12.09, | |
| "learning_rate": 2.198023795119984e-05, | |
| "loss": 0.1059, | |
| "step": 6660 | |
| }, | |
| { | |
| "epoch": 12.11, | |
| "learning_rate": 2.1929824561403507e-05, | |
| "loss": 0.1161, | |
| "step": 6670 | |
| }, | |
| { | |
| "epoch": 12.12, | |
| "learning_rate": 2.187941117160718e-05, | |
| "loss": 0.1049, | |
| "step": 6680 | |
| }, | |
| { | |
| "epoch": 12.14, | |
| "learning_rate": 2.182899778181085e-05, | |
| "loss": 0.1118, | |
| "step": 6690 | |
| }, | |
| { | |
| "epoch": 12.16, | |
| "learning_rate": 2.177858439201452e-05, | |
| "loss": 0.103, | |
| "step": 6700 | |
| }, | |
| { | |
| "epoch": 12.18, | |
| "learning_rate": 2.172817100221819e-05, | |
| "loss": 0.1198, | |
| "step": 6710 | |
| }, | |
| { | |
| "epoch": 12.2, | |
| "learning_rate": 2.167775761242186e-05, | |
| "loss": 0.1032, | |
| "step": 6720 | |
| }, | |
| { | |
| "epoch": 12.21, | |
| "learning_rate": 2.162734422262553e-05, | |
| "loss": 0.1022, | |
| "step": 6730 | |
| }, | |
| { | |
| "epoch": 12.23, | |
| "learning_rate": 2.15769308328292e-05, | |
| "loss": 0.1049, | |
| "step": 6740 | |
| }, | |
| { | |
| "epoch": 12.25, | |
| "learning_rate": 2.152651744303287e-05, | |
| "loss": 0.1078, | |
| "step": 6750 | |
| }, | |
| { | |
| "epoch": 12.27, | |
| "learning_rate": 2.147610405323654e-05, | |
| "loss": 0.0952, | |
| "step": 6760 | |
| }, | |
| { | |
| "epoch": 12.29, | |
| "learning_rate": 2.142569066344021e-05, | |
| "loss": 0.1252, | |
| "step": 6770 | |
| }, | |
| { | |
| "epoch": 12.3, | |
| "learning_rate": 2.1375277273643882e-05, | |
| "loss": 0.1393, | |
| "step": 6780 | |
| }, | |
| { | |
| "epoch": 12.32, | |
| "learning_rate": 2.1324863883847552e-05, | |
| "loss": 0.1017, | |
| "step": 6790 | |
| }, | |
| { | |
| "epoch": 12.34, | |
| "learning_rate": 2.1274450494051222e-05, | |
| "loss": 0.1025, | |
| "step": 6800 | |
| }, | |
| { | |
| "epoch": 12.36, | |
| "learning_rate": 2.122403710425489e-05, | |
| "loss": 0.1171, | |
| "step": 6810 | |
| }, | |
| { | |
| "epoch": 12.38, | |
| "learning_rate": 2.1173623714458562e-05, | |
| "loss": 0.0993, | |
| "step": 6820 | |
| }, | |
| { | |
| "epoch": 12.4, | |
| "learning_rate": 2.1123210324662232e-05, | |
| "loss": 0.0942, | |
| "step": 6830 | |
| }, | |
| { | |
| "epoch": 12.41, | |
| "learning_rate": 2.10727969348659e-05, | |
| "loss": 0.0976, | |
| "step": 6840 | |
| }, | |
| { | |
| "epoch": 12.43, | |
| "learning_rate": 2.102238354506957e-05, | |
| "loss": 0.1161, | |
| "step": 6850 | |
| }, | |
| { | |
| "epoch": 12.45, | |
| "learning_rate": 2.097197015527324e-05, | |
| "loss": 0.1148, | |
| "step": 6860 | |
| }, | |
| { | |
| "epoch": 12.47, | |
| "learning_rate": 2.092155676547691e-05, | |
| "loss": 0.1004, | |
| "step": 6870 | |
| }, | |
| { | |
| "epoch": 12.49, | |
| "learning_rate": 2.087114337568058e-05, | |
| "loss": 0.1005, | |
| "step": 6880 | |
| }, | |
| { | |
| "epoch": 12.5, | |
| "learning_rate": 2.082072998588425e-05, | |
| "loss": 0.1191, | |
| "step": 6890 | |
| }, | |
| { | |
| "epoch": 12.52, | |
| "learning_rate": 2.077031659608792e-05, | |
| "loss": 0.1106, | |
| "step": 6900 | |
| }, | |
| { | |
| "epoch": 12.54, | |
| "learning_rate": 2.071990320629159e-05, | |
| "loss": 0.0891, | |
| "step": 6910 | |
| }, | |
| { | |
| "epoch": 12.56, | |
| "learning_rate": 2.0669489816495264e-05, | |
| "loss": 0.1178, | |
| "step": 6920 | |
| }, | |
| { | |
| "epoch": 12.58, | |
| "learning_rate": 2.0619076426698934e-05, | |
| "loss": 0.1074, | |
| "step": 6930 | |
| }, | |
| { | |
| "epoch": 12.59, | |
| "learning_rate": 2.0568663036902604e-05, | |
| "loss": 0.1002, | |
| "step": 6940 | |
| }, | |
| { | |
| "epoch": 12.61, | |
| "learning_rate": 2.0518249647106274e-05, | |
| "loss": 0.1209, | |
| "step": 6950 | |
| }, | |
| { | |
| "epoch": 12.63, | |
| "learning_rate": 2.046783625730994e-05, | |
| "loss": 0.1117, | |
| "step": 6960 | |
| }, | |
| { | |
| "epoch": 12.65, | |
| "learning_rate": 2.0417422867513613e-05, | |
| "loss": 0.1219, | |
| "step": 6970 | |
| }, | |
| { | |
| "epoch": 12.67, | |
| "learning_rate": 2.0367009477717283e-05, | |
| "loss": 0.1196, | |
| "step": 6980 | |
| }, | |
| { | |
| "epoch": 12.69, | |
| "learning_rate": 2.0316596087920953e-05, | |
| "loss": 0.111, | |
| "step": 6990 | |
| }, | |
| { | |
| "epoch": 12.7, | |
| "learning_rate": 2.0266182698124623e-05, | |
| "loss": 0.097, | |
| "step": 7000 | |
| }, | |
| { | |
| "epoch": 12.72, | |
| "learning_rate": 2.0215769308328293e-05, | |
| "loss": 0.1289, | |
| "step": 7010 | |
| }, | |
| { | |
| "epoch": 12.74, | |
| "learning_rate": 2.0165355918531963e-05, | |
| "loss": 0.1132, | |
| "step": 7020 | |
| }, | |
| { | |
| "epoch": 12.76, | |
| "learning_rate": 2.0114942528735632e-05, | |
| "loss": 0.112, | |
| "step": 7030 | |
| }, | |
| { | |
| "epoch": 12.78, | |
| "learning_rate": 2.0064529138939302e-05, | |
| "loss": 0.0919, | |
| "step": 7040 | |
| }, | |
| { | |
| "epoch": 12.79, | |
| "learning_rate": 2.0014115749142972e-05, | |
| "loss": 0.1288, | |
| "step": 7050 | |
| }, | |
| { | |
| "epoch": 12.81, | |
| "learning_rate": 1.9963702359346642e-05, | |
| "loss": 0.0972, | |
| "step": 7060 | |
| }, | |
| { | |
| "epoch": 12.83, | |
| "learning_rate": 1.9913288969550315e-05, | |
| "loss": 0.0822, | |
| "step": 7070 | |
| }, | |
| { | |
| "epoch": 12.85, | |
| "learning_rate": 1.9862875579753985e-05, | |
| "loss": 0.1335, | |
| "step": 7080 | |
| }, | |
| { | |
| "epoch": 12.87, | |
| "learning_rate": 1.9812462189957655e-05, | |
| "loss": 0.1033, | |
| "step": 7090 | |
| }, | |
| { | |
| "epoch": 12.88, | |
| "learning_rate": 1.976204880016132e-05, | |
| "loss": 0.1045, | |
| "step": 7100 | |
| }, | |
| { | |
| "epoch": 12.9, | |
| "learning_rate": 1.971163541036499e-05, | |
| "loss": 0.1079, | |
| "step": 7110 | |
| }, | |
| { | |
| "epoch": 12.92, | |
| "learning_rate": 1.9661222020568665e-05, | |
| "loss": 0.1103, | |
| "step": 7120 | |
| }, | |
| { | |
| "epoch": 12.94, | |
| "learning_rate": 1.9610808630772334e-05, | |
| "loss": 0.0892, | |
| "step": 7130 | |
| }, | |
| { | |
| "epoch": 12.96, | |
| "learning_rate": 1.9560395240976004e-05, | |
| "loss": 0.1062, | |
| "step": 7140 | |
| }, | |
| { | |
| "epoch": 12.98, | |
| "learning_rate": 1.9509981851179674e-05, | |
| "loss": 0.1115, | |
| "step": 7150 | |
| }, | |
| { | |
| "epoch": 12.99, | |
| "learning_rate": 1.9459568461383344e-05, | |
| "loss": 0.0876, | |
| "step": 7160 | |
| }, | |
| { | |
| "epoch": 13.0, | |
| "eval_accuracy": 0.9829931972789115, | |
| "eval_loss": 0.04972544685006142, | |
| "eval_runtime": 64.4245, | |
| "eval_samples_per_second": 182.539, | |
| "eval_steps_per_second": 5.712, | |
| "step": 7163 | |
| }, | |
| { | |
| "epoch": 13.01, | |
| "learning_rate": 1.9409155071587014e-05, | |
| "loss": 0.1073, | |
| "step": 7170 | |
| }, | |
| { | |
| "epoch": 13.03, | |
| "learning_rate": 1.9358741681790684e-05, | |
| "loss": 0.098, | |
| "step": 7180 | |
| }, | |
| { | |
| "epoch": 13.05, | |
| "learning_rate": 1.9308328291994354e-05, | |
| "loss": 0.1053, | |
| "step": 7190 | |
| }, | |
| { | |
| "epoch": 13.07, | |
| "learning_rate": 1.9257914902198024e-05, | |
| "loss": 0.0969, | |
| "step": 7200 | |
| }, | |
| { | |
| "epoch": 13.09, | |
| "learning_rate": 1.9207501512401697e-05, | |
| "loss": 0.103, | |
| "step": 7210 | |
| }, | |
| { | |
| "epoch": 13.1, | |
| "learning_rate": 1.9157088122605367e-05, | |
| "loss": 0.1032, | |
| "step": 7220 | |
| }, | |
| { | |
| "epoch": 13.12, | |
| "learning_rate": 1.9106674732809037e-05, | |
| "loss": 0.0952, | |
| "step": 7230 | |
| }, | |
| { | |
| "epoch": 13.14, | |
| "learning_rate": 1.9056261343012703e-05, | |
| "loss": 0.1092, | |
| "step": 7240 | |
| }, | |
| { | |
| "epoch": 13.16, | |
| "learning_rate": 1.9005847953216373e-05, | |
| "loss": 0.0968, | |
| "step": 7250 | |
| }, | |
| { | |
| "epoch": 13.18, | |
| "learning_rate": 1.8955434563420046e-05, | |
| "loss": 0.1082, | |
| "step": 7260 | |
| }, | |
| { | |
| "epoch": 13.19, | |
| "learning_rate": 1.8905021173623716e-05, | |
| "loss": 0.1049, | |
| "step": 7270 | |
| }, | |
| { | |
| "epoch": 13.21, | |
| "learning_rate": 1.8854607783827386e-05, | |
| "loss": 0.0994, | |
| "step": 7280 | |
| }, | |
| { | |
| "epoch": 13.23, | |
| "learning_rate": 1.8804194394031056e-05, | |
| "loss": 0.1074, | |
| "step": 7290 | |
| }, | |
| { | |
| "epoch": 13.25, | |
| "learning_rate": 1.8753781004234726e-05, | |
| "loss": 0.0953, | |
| "step": 7300 | |
| }, | |
| { | |
| "epoch": 13.27, | |
| "learning_rate": 1.8703367614438395e-05, | |
| "loss": 0.1142, | |
| "step": 7310 | |
| }, | |
| { | |
| "epoch": 13.28, | |
| "learning_rate": 1.8652954224642065e-05, | |
| "loss": 0.1102, | |
| "step": 7320 | |
| }, | |
| { | |
| "epoch": 13.3, | |
| "learning_rate": 1.8602540834845735e-05, | |
| "loss": 0.0863, | |
| "step": 7330 | |
| }, | |
| { | |
| "epoch": 13.32, | |
| "learning_rate": 1.8552127445049405e-05, | |
| "loss": 0.1045, | |
| "step": 7340 | |
| }, | |
| { | |
| "epoch": 13.34, | |
| "learning_rate": 1.8501714055253075e-05, | |
| "loss": 0.1109, | |
| "step": 7350 | |
| }, | |
| { | |
| "epoch": 13.36, | |
| "learning_rate": 1.8451300665456748e-05, | |
| "loss": 0.0949, | |
| "step": 7360 | |
| }, | |
| { | |
| "epoch": 13.38, | |
| "learning_rate": 1.8400887275660418e-05, | |
| "loss": 0.1065, | |
| "step": 7370 | |
| }, | |
| { | |
| "epoch": 13.39, | |
| "learning_rate": 1.8350473885864088e-05, | |
| "loss": 0.1182, | |
| "step": 7380 | |
| }, | |
| { | |
| "epoch": 13.41, | |
| "learning_rate": 1.8300060496067754e-05, | |
| "loss": 0.1003, | |
| "step": 7390 | |
| }, | |
| { | |
| "epoch": 13.43, | |
| "learning_rate": 1.8249647106271424e-05, | |
| "loss": 0.0891, | |
| "step": 7400 | |
| }, | |
| { | |
| "epoch": 13.45, | |
| "learning_rate": 1.8199233716475097e-05, | |
| "loss": 0.102, | |
| "step": 7410 | |
| }, | |
| { | |
| "epoch": 13.47, | |
| "learning_rate": 1.8148820326678767e-05, | |
| "loss": 0.1072, | |
| "step": 7420 | |
| }, | |
| { | |
| "epoch": 13.48, | |
| "learning_rate": 1.8098406936882437e-05, | |
| "loss": 0.1064, | |
| "step": 7430 | |
| }, | |
| { | |
| "epoch": 13.5, | |
| "learning_rate": 1.8047993547086107e-05, | |
| "loss": 0.1132, | |
| "step": 7440 | |
| }, | |
| { | |
| "epoch": 13.52, | |
| "learning_rate": 1.7997580157289777e-05, | |
| "loss": 0.0868, | |
| "step": 7450 | |
| }, | |
| { | |
| "epoch": 13.54, | |
| "learning_rate": 1.7947166767493447e-05, | |
| "loss": 0.1027, | |
| "step": 7460 | |
| }, | |
| { | |
| "epoch": 13.56, | |
| "learning_rate": 1.7896753377697117e-05, | |
| "loss": 0.1131, | |
| "step": 7470 | |
| }, | |
| { | |
| "epoch": 13.57, | |
| "learning_rate": 1.7846339987900787e-05, | |
| "loss": 0.0876, | |
| "step": 7480 | |
| }, | |
| { | |
| "epoch": 13.59, | |
| "learning_rate": 1.7795926598104456e-05, | |
| "loss": 0.0967, | |
| "step": 7490 | |
| }, | |
| { | |
| "epoch": 13.61, | |
| "learning_rate": 1.774551320830813e-05, | |
| "loss": 0.1112, | |
| "step": 7500 | |
| }, | |
| { | |
| "epoch": 13.63, | |
| "learning_rate": 1.76950998185118e-05, | |
| "loss": 0.0958, | |
| "step": 7510 | |
| }, | |
| { | |
| "epoch": 13.65, | |
| "learning_rate": 1.764468642871547e-05, | |
| "loss": 0.0948, | |
| "step": 7520 | |
| }, | |
| { | |
| "epoch": 13.67, | |
| "learning_rate": 1.7594273038919136e-05, | |
| "loss": 0.1085, | |
| "step": 7530 | |
| }, | |
| { | |
| "epoch": 13.68, | |
| "learning_rate": 1.7543859649122806e-05, | |
| "loss": 0.0798, | |
| "step": 7540 | |
| }, | |
| { | |
| "epoch": 13.7, | |
| "learning_rate": 1.749344625932648e-05, | |
| "loss": 0.1078, | |
| "step": 7550 | |
| }, | |
| { | |
| "epoch": 13.72, | |
| "learning_rate": 1.744303286953015e-05, | |
| "loss": 0.1011, | |
| "step": 7560 | |
| }, | |
| { | |
| "epoch": 13.74, | |
| "learning_rate": 1.739261947973382e-05, | |
| "loss": 0.1043, | |
| "step": 7570 | |
| }, | |
| { | |
| "epoch": 13.76, | |
| "learning_rate": 1.734220608993749e-05, | |
| "loss": 0.1201, | |
| "step": 7580 | |
| }, | |
| { | |
| "epoch": 13.77, | |
| "learning_rate": 1.729179270014116e-05, | |
| "loss": 0.0917, | |
| "step": 7590 | |
| }, | |
| { | |
| "epoch": 13.79, | |
| "learning_rate": 1.7241379310344828e-05, | |
| "loss": 0.128, | |
| "step": 7600 | |
| }, | |
| { | |
| "epoch": 13.81, | |
| "learning_rate": 1.7190965920548498e-05, | |
| "loss": 0.1169, | |
| "step": 7610 | |
| }, | |
| { | |
| "epoch": 13.83, | |
| "learning_rate": 1.7140552530752168e-05, | |
| "loss": 0.1028, | |
| "step": 7620 | |
| }, | |
| { | |
| "epoch": 13.85, | |
| "learning_rate": 1.7090139140955838e-05, | |
| "loss": 0.1265, | |
| "step": 7630 | |
| }, | |
| { | |
| "epoch": 13.86, | |
| "learning_rate": 1.7039725751159508e-05, | |
| "loss": 0.1016, | |
| "step": 7640 | |
| }, | |
| { | |
| "epoch": 13.88, | |
| "learning_rate": 1.698931236136318e-05, | |
| "loss": 0.0657, | |
| "step": 7650 | |
| }, | |
| { | |
| "epoch": 13.9, | |
| "learning_rate": 1.693889897156685e-05, | |
| "loss": 0.0835, | |
| "step": 7660 | |
| }, | |
| { | |
| "epoch": 13.92, | |
| "learning_rate": 1.6888485581770517e-05, | |
| "loss": 0.0918, | |
| "step": 7670 | |
| }, | |
| { | |
| "epoch": 13.94, | |
| "learning_rate": 1.6838072191974187e-05, | |
| "loss": 0.0886, | |
| "step": 7680 | |
| }, | |
| { | |
| "epoch": 13.96, | |
| "learning_rate": 1.6787658802177857e-05, | |
| "loss": 0.0997, | |
| "step": 7690 | |
| }, | |
| { | |
| "epoch": 13.97, | |
| "learning_rate": 1.673724541238153e-05, | |
| "loss": 0.1158, | |
| "step": 7700 | |
| }, | |
| { | |
| "epoch": 13.99, | |
| "learning_rate": 1.66868320225852e-05, | |
| "loss": 0.0956, | |
| "step": 7710 | |
| }, | |
| { | |
| "epoch": 14.0, | |
| "eval_accuracy": 0.9855442176870748, | |
| "eval_loss": 0.04028625413775444, | |
| "eval_runtime": 61.2076, | |
| "eval_samples_per_second": 192.133, | |
| "eval_steps_per_second": 6.012, | |
| "step": 7714 | |
| }, | |
| { | |
| "epoch": 14.01, | |
| "learning_rate": 1.663641863278887e-05, | |
| "loss": 0.1021, | |
| "step": 7720 | |
| }, | |
| { | |
| "epoch": 14.03, | |
| "learning_rate": 1.658600524299254e-05, | |
| "loss": 0.105, | |
| "step": 7730 | |
| }, | |
| { | |
| "epoch": 14.05, | |
| "learning_rate": 1.653559185319621e-05, | |
| "loss": 0.0915, | |
| "step": 7740 | |
| }, | |
| { | |
| "epoch": 14.07, | |
| "learning_rate": 1.648517846339988e-05, | |
| "loss": 0.1104, | |
| "step": 7750 | |
| }, | |
| { | |
| "epoch": 14.08, | |
| "learning_rate": 1.643476507360355e-05, | |
| "loss": 0.0885, | |
| "step": 7760 | |
| }, | |
| { | |
| "epoch": 14.1, | |
| "learning_rate": 1.638435168380722e-05, | |
| "loss": 0.0886, | |
| "step": 7770 | |
| }, | |
| { | |
| "epoch": 14.12, | |
| "learning_rate": 1.633393829401089e-05, | |
| "loss": 0.0954, | |
| "step": 7780 | |
| }, | |
| { | |
| "epoch": 14.14, | |
| "learning_rate": 1.628352490421456e-05, | |
| "loss": 0.0885, | |
| "step": 7790 | |
| }, | |
| { | |
| "epoch": 14.16, | |
| "learning_rate": 1.6233111514418232e-05, | |
| "loss": 0.097, | |
| "step": 7800 | |
| }, | |
| { | |
| "epoch": 14.17, | |
| "learning_rate": 1.6182698124621902e-05, | |
| "loss": 0.0852, | |
| "step": 7810 | |
| }, | |
| { | |
| "epoch": 14.19, | |
| "learning_rate": 1.613228473482557e-05, | |
| "loss": 0.0856, | |
| "step": 7820 | |
| }, | |
| { | |
| "epoch": 14.21, | |
| "learning_rate": 1.608187134502924e-05, | |
| "loss": 0.0934, | |
| "step": 7830 | |
| }, | |
| { | |
| "epoch": 14.23, | |
| "learning_rate": 1.6031457955232912e-05, | |
| "loss": 0.1073, | |
| "step": 7840 | |
| }, | |
| { | |
| "epoch": 14.25, | |
| "learning_rate": 1.598104456543658e-05, | |
| "loss": 0.0904, | |
| "step": 7850 | |
| }, | |
| { | |
| "epoch": 14.26, | |
| "learning_rate": 1.593063117564025e-05, | |
| "loss": 0.1116, | |
| "step": 7860 | |
| }, | |
| { | |
| "epoch": 14.28, | |
| "learning_rate": 1.588021778584392e-05, | |
| "loss": 0.0873, | |
| "step": 7870 | |
| }, | |
| { | |
| "epoch": 14.3, | |
| "learning_rate": 1.582980439604759e-05, | |
| "loss": 0.093, | |
| "step": 7880 | |
| }, | |
| { | |
| "epoch": 14.32, | |
| "learning_rate": 1.577939100625126e-05, | |
| "loss": 0.1, | |
| "step": 7890 | |
| }, | |
| { | |
| "epoch": 14.34, | |
| "learning_rate": 1.572897761645493e-05, | |
| "loss": 0.0927, | |
| "step": 7900 | |
| }, | |
| { | |
| "epoch": 14.36, | |
| "learning_rate": 1.56785642266586e-05, | |
| "loss": 0.089, | |
| "step": 7910 | |
| }, | |
| { | |
| "epoch": 14.37, | |
| "learning_rate": 1.562815083686227e-05, | |
| "loss": 0.1167, | |
| "step": 7920 | |
| }, | |
| { | |
| "epoch": 14.39, | |
| "learning_rate": 1.557773744706594e-05, | |
| "loss": 0.1173, | |
| "step": 7930 | |
| }, | |
| { | |
| "epoch": 14.41, | |
| "learning_rate": 1.5527324057269614e-05, | |
| "loss": 0.1008, | |
| "step": 7940 | |
| }, | |
| { | |
| "epoch": 14.43, | |
| "learning_rate": 1.5476910667473284e-05, | |
| "loss": 0.0852, | |
| "step": 7950 | |
| }, | |
| { | |
| "epoch": 14.45, | |
| "learning_rate": 1.542649727767695e-05, | |
| "loss": 0.0902, | |
| "step": 7960 | |
| }, | |
| { | |
| "epoch": 14.46, | |
| "learning_rate": 1.537608388788062e-05, | |
| "loss": 0.1022, | |
| "step": 7970 | |
| }, | |
| { | |
| "epoch": 14.48, | |
| "learning_rate": 1.532567049808429e-05, | |
| "loss": 0.112, | |
| "step": 7980 | |
| }, | |
| { | |
| "epoch": 14.5, | |
| "learning_rate": 1.5275257108287963e-05, | |
| "loss": 0.1107, | |
| "step": 7990 | |
| }, | |
| { | |
| "epoch": 14.52, | |
| "learning_rate": 1.5224843718491633e-05, | |
| "loss": 0.0959, | |
| "step": 8000 | |
| }, | |
| { | |
| "epoch": 14.54, | |
| "learning_rate": 1.5174430328695303e-05, | |
| "loss": 0.1054, | |
| "step": 8010 | |
| }, | |
| { | |
| "epoch": 14.55, | |
| "learning_rate": 1.5124016938898971e-05, | |
| "loss": 0.0827, | |
| "step": 8020 | |
| }, | |
| { | |
| "epoch": 14.57, | |
| "learning_rate": 1.5073603549102641e-05, | |
| "loss": 0.0889, | |
| "step": 8030 | |
| }, | |
| { | |
| "epoch": 14.59, | |
| "learning_rate": 1.5023190159306314e-05, | |
| "loss": 0.1032, | |
| "step": 8040 | |
| }, | |
| { | |
| "epoch": 14.61, | |
| "learning_rate": 1.4972776769509982e-05, | |
| "loss": 0.0958, | |
| "step": 8050 | |
| }, | |
| { | |
| "epoch": 14.63, | |
| "learning_rate": 1.4922363379713652e-05, | |
| "loss": 0.0947, | |
| "step": 8060 | |
| }, | |
| { | |
| "epoch": 14.65, | |
| "learning_rate": 1.4871949989917322e-05, | |
| "loss": 0.0973, | |
| "step": 8070 | |
| }, | |
| { | |
| "epoch": 14.66, | |
| "learning_rate": 1.4821536600120992e-05, | |
| "loss": 0.105, | |
| "step": 8080 | |
| }, | |
| { | |
| "epoch": 14.68, | |
| "learning_rate": 1.4771123210324664e-05, | |
| "loss": 0.0981, | |
| "step": 8090 | |
| }, | |
| { | |
| "epoch": 14.7, | |
| "learning_rate": 1.4720709820528333e-05, | |
| "loss": 0.0822, | |
| "step": 8100 | |
| }, | |
| { | |
| "epoch": 14.72, | |
| "learning_rate": 1.4670296430732003e-05, | |
| "loss": 0.1004, | |
| "step": 8110 | |
| }, | |
| { | |
| "epoch": 14.74, | |
| "learning_rate": 1.4619883040935673e-05, | |
| "loss": 0.0781, | |
| "step": 8120 | |
| }, | |
| { | |
| "epoch": 14.75, | |
| "learning_rate": 1.4569469651139341e-05, | |
| "loss": 0.0946, | |
| "step": 8130 | |
| }, | |
| { | |
| "epoch": 14.77, | |
| "learning_rate": 1.4519056261343015e-05, | |
| "loss": 0.1037, | |
| "step": 8140 | |
| }, | |
| { | |
| "epoch": 14.79, | |
| "learning_rate": 1.4468642871546684e-05, | |
| "loss": 0.1026, | |
| "step": 8150 | |
| }, | |
| { | |
| "epoch": 14.81, | |
| "learning_rate": 1.4418229481750353e-05, | |
| "loss": 0.0902, | |
| "step": 8160 | |
| }, | |
| { | |
| "epoch": 14.83, | |
| "learning_rate": 1.4367816091954022e-05, | |
| "loss": 0.1101, | |
| "step": 8170 | |
| }, | |
| { | |
| "epoch": 14.84, | |
| "learning_rate": 1.4317402702157696e-05, | |
| "loss": 0.0819, | |
| "step": 8180 | |
| }, | |
| { | |
| "epoch": 14.86, | |
| "learning_rate": 1.4266989312361364e-05, | |
| "loss": 0.0922, | |
| "step": 8190 | |
| }, | |
| { | |
| "epoch": 14.88, | |
| "learning_rate": 1.4216575922565034e-05, | |
| "loss": 0.0862, | |
| "step": 8200 | |
| }, | |
| { | |
| "epoch": 14.9, | |
| "learning_rate": 1.4166162532768704e-05, | |
| "loss": 0.0979, | |
| "step": 8210 | |
| }, | |
| { | |
| "epoch": 14.92, | |
| "learning_rate": 1.4115749142972373e-05, | |
| "loss": 0.0852, | |
| "step": 8220 | |
| }, | |
| { | |
| "epoch": 14.94, | |
| "learning_rate": 1.4065335753176045e-05, | |
| "loss": 0.0962, | |
| "step": 8230 | |
| }, | |
| { | |
| "epoch": 14.95, | |
| "learning_rate": 1.4014922363379715e-05, | |
| "loss": 0.07, | |
| "step": 8240 | |
| }, | |
| { | |
| "epoch": 14.97, | |
| "learning_rate": 1.3964508973583385e-05, | |
| "loss": 0.0938, | |
| "step": 8250 | |
| }, | |
| { | |
| "epoch": 14.99, | |
| "learning_rate": 1.3914095583787055e-05, | |
| "loss": 0.0892, | |
| "step": 8260 | |
| }, | |
| { | |
| "epoch": 15.0, | |
| "eval_accuracy": 0.9855442176870748, | |
| "eval_loss": 0.04143056645989418, | |
| "eval_runtime": 64.0051, | |
| "eval_samples_per_second": 183.735, | |
| "eval_steps_per_second": 5.75, | |
| "step": 8265 | |
| }, | |
| { | |
| "epoch": 15.01, | |
| "learning_rate": 1.3863682193990723e-05, | |
| "loss": 0.0748, | |
| "step": 8270 | |
| }, | |
| { | |
| "epoch": 15.03, | |
| "learning_rate": 1.3813268804194396e-05, | |
| "loss": 0.0975, | |
| "step": 8280 | |
| }, | |
| { | |
| "epoch": 15.05, | |
| "learning_rate": 1.3762855414398066e-05, | |
| "loss": 0.0902, | |
| "step": 8290 | |
| }, | |
| { | |
| "epoch": 15.06, | |
| "learning_rate": 1.3712442024601734e-05, | |
| "loss": 0.0854, | |
| "step": 8300 | |
| }, | |
| { | |
| "epoch": 15.08, | |
| "learning_rate": 1.3662028634805404e-05, | |
| "loss": 0.0884, | |
| "step": 8310 | |
| }, | |
| { | |
| "epoch": 15.1, | |
| "learning_rate": 1.3611615245009074e-05, | |
| "loss": 0.0962, | |
| "step": 8320 | |
| }, | |
| { | |
| "epoch": 15.12, | |
| "learning_rate": 1.3561201855212747e-05, | |
| "loss": 0.0798, | |
| "step": 8330 | |
| }, | |
| { | |
| "epoch": 15.14, | |
| "learning_rate": 1.3510788465416415e-05, | |
| "loss": 0.1071, | |
| "step": 8340 | |
| }, | |
| { | |
| "epoch": 15.15, | |
| "learning_rate": 1.3460375075620085e-05, | |
| "loss": 0.0938, | |
| "step": 8350 | |
| }, | |
| { | |
| "epoch": 15.17, | |
| "learning_rate": 1.3409961685823755e-05, | |
| "loss": 0.0925, | |
| "step": 8360 | |
| }, | |
| { | |
| "epoch": 15.19, | |
| "learning_rate": 1.3359548296027425e-05, | |
| "loss": 0.0857, | |
| "step": 8370 | |
| }, | |
| { | |
| "epoch": 15.21, | |
| "learning_rate": 1.3309134906231096e-05, | |
| "loss": 0.0961, | |
| "step": 8380 | |
| }, | |
| { | |
| "epoch": 15.23, | |
| "learning_rate": 1.3258721516434766e-05, | |
| "loss": 0.1136, | |
| "step": 8390 | |
| }, | |
| { | |
| "epoch": 15.24, | |
| "learning_rate": 1.3208308126638436e-05, | |
| "loss": 0.0994, | |
| "step": 8400 | |
| }, | |
| { | |
| "epoch": 15.26, | |
| "learning_rate": 1.3157894736842106e-05, | |
| "loss": 0.1096, | |
| "step": 8410 | |
| }, | |
| { | |
| "epoch": 15.28, | |
| "learning_rate": 1.3107481347045774e-05, | |
| "loss": 0.0843, | |
| "step": 8420 | |
| }, | |
| { | |
| "epoch": 15.3, | |
| "learning_rate": 1.3057067957249447e-05, | |
| "loss": 0.1045, | |
| "step": 8430 | |
| }, | |
| { | |
| "epoch": 15.32, | |
| "learning_rate": 1.3006654567453117e-05, | |
| "loss": 0.0883, | |
| "step": 8440 | |
| }, | |
| { | |
| "epoch": 15.34, | |
| "learning_rate": 1.2956241177656785e-05, | |
| "loss": 0.0973, | |
| "step": 8450 | |
| }, | |
| { | |
| "epoch": 15.35, | |
| "learning_rate": 1.2905827787860455e-05, | |
| "loss": 0.0966, | |
| "step": 8460 | |
| }, | |
| { | |
| "epoch": 15.37, | |
| "learning_rate": 1.2855414398064125e-05, | |
| "loss": 0.1008, | |
| "step": 8470 | |
| }, | |
| { | |
| "epoch": 15.39, | |
| "learning_rate": 1.2805001008267797e-05, | |
| "loss": 0.0797, | |
| "step": 8480 | |
| }, | |
| { | |
| "epoch": 15.41, | |
| "learning_rate": 1.2754587618471467e-05, | |
| "loss": 0.0834, | |
| "step": 8490 | |
| }, | |
| { | |
| "epoch": 15.43, | |
| "learning_rate": 1.2704174228675136e-05, | |
| "loss": 0.0808, | |
| "step": 8500 | |
| }, | |
| { | |
| "epoch": 15.44, | |
| "learning_rate": 1.2653760838878806e-05, | |
| "loss": 0.0922, | |
| "step": 8510 | |
| }, | |
| { | |
| "epoch": 15.46, | |
| "learning_rate": 1.2603347449082478e-05, | |
| "loss": 0.1019, | |
| "step": 8520 | |
| }, | |
| { | |
| "epoch": 15.48, | |
| "learning_rate": 1.2552934059286148e-05, | |
| "loss": 0.1014, | |
| "step": 8530 | |
| }, | |
| { | |
| "epoch": 15.5, | |
| "learning_rate": 1.2502520669489818e-05, | |
| "loss": 0.0903, | |
| "step": 8540 | |
| }, | |
| { | |
| "epoch": 15.52, | |
| "learning_rate": 1.2452107279693487e-05, | |
| "loss": 0.0872, | |
| "step": 8550 | |
| }, | |
| { | |
| "epoch": 15.53, | |
| "learning_rate": 1.2401693889897157e-05, | |
| "loss": 0.0999, | |
| "step": 8560 | |
| }, | |
| { | |
| "epoch": 15.55, | |
| "learning_rate": 1.2351280500100827e-05, | |
| "loss": 0.0997, | |
| "step": 8570 | |
| }, | |
| { | |
| "epoch": 15.57, | |
| "learning_rate": 1.2300867110304499e-05, | |
| "loss": 0.1039, | |
| "step": 8580 | |
| }, | |
| { | |
| "epoch": 15.59, | |
| "learning_rate": 1.2250453720508167e-05, | |
| "loss": 0.0819, | |
| "step": 8590 | |
| }, | |
| { | |
| "epoch": 15.61, | |
| "learning_rate": 1.2200040330711837e-05, | |
| "loss": 0.0799, | |
| "step": 8600 | |
| }, | |
| { | |
| "epoch": 15.63, | |
| "learning_rate": 1.2149626940915508e-05, | |
| "loss": 0.0868, | |
| "step": 8610 | |
| }, | |
| { | |
| "epoch": 15.64, | |
| "learning_rate": 1.2099213551119178e-05, | |
| "loss": 0.0808, | |
| "step": 8620 | |
| }, | |
| { | |
| "epoch": 15.66, | |
| "learning_rate": 1.2048800161322848e-05, | |
| "loss": 0.0891, | |
| "step": 8630 | |
| }, | |
| { | |
| "epoch": 15.68, | |
| "learning_rate": 1.1998386771526518e-05, | |
| "loss": 0.1012, | |
| "step": 8640 | |
| }, | |
| { | |
| "epoch": 15.7, | |
| "learning_rate": 1.1947973381730188e-05, | |
| "loss": 0.0866, | |
| "step": 8650 | |
| }, | |
| { | |
| "epoch": 15.72, | |
| "learning_rate": 1.1897559991933858e-05, | |
| "loss": 0.0832, | |
| "step": 8660 | |
| }, | |
| { | |
| "epoch": 15.73, | |
| "learning_rate": 1.1847146602137528e-05, | |
| "loss": 0.0811, | |
| "step": 8670 | |
| }, | |
| { | |
| "epoch": 15.75, | |
| "learning_rate": 1.1796733212341199e-05, | |
| "loss": 0.0835, | |
| "step": 8680 | |
| }, | |
| { | |
| "epoch": 15.77, | |
| "learning_rate": 1.1746319822544869e-05, | |
| "loss": 0.086, | |
| "step": 8690 | |
| }, | |
| { | |
| "epoch": 15.79, | |
| "learning_rate": 1.1695906432748537e-05, | |
| "loss": 0.0791, | |
| "step": 8700 | |
| }, | |
| { | |
| "epoch": 15.81, | |
| "learning_rate": 1.1645493042952209e-05, | |
| "loss": 0.0859, | |
| "step": 8710 | |
| }, | |
| { | |
| "epoch": 15.83, | |
| "learning_rate": 1.1595079653155879e-05, | |
| "loss": 0.0904, | |
| "step": 8720 | |
| }, | |
| { | |
| "epoch": 15.84, | |
| "learning_rate": 1.1544666263359548e-05, | |
| "loss": 0.1007, | |
| "step": 8730 | |
| }, | |
| { | |
| "epoch": 15.86, | |
| "learning_rate": 1.1494252873563218e-05, | |
| "loss": 0.0779, | |
| "step": 8740 | |
| }, | |
| { | |
| "epoch": 15.88, | |
| "learning_rate": 1.144383948376689e-05, | |
| "loss": 0.0773, | |
| "step": 8750 | |
| }, | |
| { | |
| "epoch": 15.9, | |
| "learning_rate": 1.139342609397056e-05, | |
| "loss": 0.1077, | |
| "step": 8760 | |
| }, | |
| { | |
| "epoch": 15.92, | |
| "learning_rate": 1.1343012704174228e-05, | |
| "loss": 0.0833, | |
| "step": 8770 | |
| }, | |
| { | |
| "epoch": 15.93, | |
| "learning_rate": 1.12925993143779e-05, | |
| "loss": 0.0816, | |
| "step": 8780 | |
| }, | |
| { | |
| "epoch": 15.95, | |
| "learning_rate": 1.124218592458157e-05, | |
| "loss": 0.0946, | |
| "step": 8790 | |
| }, | |
| { | |
| "epoch": 15.97, | |
| "learning_rate": 1.1191772534785241e-05, | |
| "loss": 0.0979, | |
| "step": 8800 | |
| }, | |
| { | |
| "epoch": 15.99, | |
| "learning_rate": 1.1141359144988909e-05, | |
| "loss": 0.0807, | |
| "step": 8810 | |
| }, | |
| { | |
| "epoch": 16.0, | |
| "eval_accuracy": 0.9861394557823129, | |
| "eval_loss": 0.04253290593624115, | |
| "eval_runtime": 62.9161, | |
| "eval_samples_per_second": 186.916, | |
| "eval_steps_per_second": 5.849, | |
| "step": 8816 | |
| }, | |
| { | |
| "epoch": 16.01, | |
| "learning_rate": 1.1090945755192579e-05, | |
| "loss": 0.1131, | |
| "step": 8820 | |
| }, | |
| { | |
| "epoch": 16.03, | |
| "learning_rate": 1.104053236539625e-05, | |
| "loss": 0.095, | |
| "step": 8830 | |
| }, | |
| { | |
| "epoch": 16.04, | |
| "learning_rate": 1.099011897559992e-05, | |
| "loss": 0.0862, | |
| "step": 8840 | |
| }, | |
| { | |
| "epoch": 16.06, | |
| "learning_rate": 1.093970558580359e-05, | |
| "loss": 0.1001, | |
| "step": 8850 | |
| }, | |
| { | |
| "epoch": 16.08, | |
| "learning_rate": 1.088929219600726e-05, | |
| "loss": 0.0913, | |
| "step": 8860 | |
| }, | |
| { | |
| "epoch": 16.1, | |
| "learning_rate": 1.083887880621093e-05, | |
| "loss": 0.0772, | |
| "step": 8870 | |
| }, | |
| { | |
| "epoch": 16.12, | |
| "learning_rate": 1.07884654164146e-05, | |
| "loss": 0.1018, | |
| "step": 8880 | |
| }, | |
| { | |
| "epoch": 16.13, | |
| "learning_rate": 1.073805202661827e-05, | |
| "loss": 0.0947, | |
| "step": 8890 | |
| }, | |
| { | |
| "epoch": 16.15, | |
| "learning_rate": 1.0687638636821941e-05, | |
| "loss": 0.0904, | |
| "step": 8900 | |
| }, | |
| { | |
| "epoch": 16.17, | |
| "learning_rate": 1.0637225247025611e-05, | |
| "loss": 0.0867, | |
| "step": 8910 | |
| }, | |
| { | |
| "epoch": 16.19, | |
| "learning_rate": 1.0586811857229281e-05, | |
| "loss": 0.097, | |
| "step": 8920 | |
| }, | |
| { | |
| "epoch": 16.21, | |
| "learning_rate": 1.053639846743295e-05, | |
| "loss": 0.0821, | |
| "step": 8930 | |
| }, | |
| { | |
| "epoch": 16.22, | |
| "learning_rate": 1.048598507763662e-05, | |
| "loss": 0.0931, | |
| "step": 8940 | |
| }, | |
| { | |
| "epoch": 16.24, | |
| "learning_rate": 1.043557168784029e-05, | |
| "loss": 0.0929, | |
| "step": 8950 | |
| }, | |
| { | |
| "epoch": 16.26, | |
| "learning_rate": 1.038515829804396e-05, | |
| "loss": 0.0851, | |
| "step": 8960 | |
| }, | |
| { | |
| "epoch": 16.28, | |
| "learning_rate": 1.0334744908247632e-05, | |
| "loss": 0.0835, | |
| "step": 8970 | |
| }, | |
| { | |
| "epoch": 16.3, | |
| "learning_rate": 1.0284331518451302e-05, | |
| "loss": 0.0968, | |
| "step": 8980 | |
| }, | |
| { | |
| "epoch": 16.32, | |
| "learning_rate": 1.023391812865497e-05, | |
| "loss": 0.0771, | |
| "step": 8990 | |
| }, | |
| { | |
| "epoch": 16.33, | |
| "learning_rate": 1.0183504738858642e-05, | |
| "loss": 0.1052, | |
| "step": 9000 | |
| }, | |
| { | |
| "epoch": 16.35, | |
| "learning_rate": 1.0133091349062311e-05, | |
| "loss": 0.0903, | |
| "step": 9010 | |
| }, | |
| { | |
| "epoch": 16.37, | |
| "learning_rate": 1.0082677959265981e-05, | |
| "loss": 0.0686, | |
| "step": 9020 | |
| }, | |
| { | |
| "epoch": 16.39, | |
| "learning_rate": 1.0032264569469651e-05, | |
| "loss": 0.0841, | |
| "step": 9030 | |
| }, | |
| { | |
| "epoch": 16.41, | |
| "learning_rate": 9.981851179673321e-06, | |
| "loss": 0.0875, | |
| "step": 9040 | |
| }, | |
| { | |
| "epoch": 16.42, | |
| "learning_rate": 9.931437789876993e-06, | |
| "loss": 0.0779, | |
| "step": 9050 | |
| }, | |
| { | |
| "epoch": 16.44, | |
| "learning_rate": 9.88102440008066e-06, | |
| "loss": 0.0972, | |
| "step": 9060 | |
| }, | |
| { | |
| "epoch": 16.46, | |
| "learning_rate": 9.830611010284332e-06, | |
| "loss": 0.1141, | |
| "step": 9070 | |
| }, | |
| { | |
| "epoch": 16.48, | |
| "learning_rate": 9.780197620488002e-06, | |
| "loss": 0.0705, | |
| "step": 9080 | |
| }, | |
| { | |
| "epoch": 16.5, | |
| "learning_rate": 9.729784230691672e-06, | |
| "loss": 0.0856, | |
| "step": 9090 | |
| }, | |
| { | |
| "epoch": 16.51, | |
| "learning_rate": 9.679370840895342e-06, | |
| "loss": 0.0869, | |
| "step": 9100 | |
| }, | |
| { | |
| "epoch": 16.53, | |
| "learning_rate": 9.628957451099012e-06, | |
| "loss": 0.0869, | |
| "step": 9110 | |
| }, | |
| { | |
| "epoch": 16.55, | |
| "learning_rate": 9.578544061302683e-06, | |
| "loss": 0.0835, | |
| "step": 9120 | |
| }, | |
| { | |
| "epoch": 16.57, | |
| "learning_rate": 9.528130671506351e-06, | |
| "loss": 0.0879, | |
| "step": 9130 | |
| }, | |
| { | |
| "epoch": 16.59, | |
| "learning_rate": 9.477717281710023e-06, | |
| "loss": 0.0946, | |
| "step": 9140 | |
| }, | |
| { | |
| "epoch": 16.61, | |
| "learning_rate": 9.427303891913693e-06, | |
| "loss": 0.0951, | |
| "step": 9150 | |
| }, | |
| { | |
| "epoch": 16.62, | |
| "learning_rate": 9.376890502117363e-06, | |
| "loss": 0.0786, | |
| "step": 9160 | |
| }, | |
| { | |
| "epoch": 16.64, | |
| "learning_rate": 9.326477112321033e-06, | |
| "loss": 0.0849, | |
| "step": 9170 | |
| }, | |
| { | |
| "epoch": 16.66, | |
| "learning_rate": 9.276063722524703e-06, | |
| "loss": 0.0819, | |
| "step": 9180 | |
| }, | |
| { | |
| "epoch": 16.68, | |
| "learning_rate": 9.225650332728374e-06, | |
| "loss": 0.0865, | |
| "step": 9190 | |
| }, | |
| { | |
| "epoch": 16.7, | |
| "learning_rate": 9.175236942932044e-06, | |
| "loss": 0.0911, | |
| "step": 9200 | |
| }, | |
| { | |
| "epoch": 16.71, | |
| "learning_rate": 9.124823553135712e-06, | |
| "loss": 0.0992, | |
| "step": 9210 | |
| }, | |
| { | |
| "epoch": 16.73, | |
| "learning_rate": 9.074410163339384e-06, | |
| "loss": 0.0917, | |
| "step": 9220 | |
| }, | |
| { | |
| "epoch": 16.75, | |
| "learning_rate": 9.023996773543054e-06, | |
| "loss": 0.0992, | |
| "step": 9230 | |
| }, | |
| { | |
| "epoch": 16.77, | |
| "learning_rate": 8.973583383746723e-06, | |
| "loss": 0.0835, | |
| "step": 9240 | |
| }, | |
| { | |
| "epoch": 16.79, | |
| "learning_rate": 8.923169993950393e-06, | |
| "loss": 0.0863, | |
| "step": 9250 | |
| }, | |
| { | |
| "epoch": 16.81, | |
| "learning_rate": 8.872756604154065e-06, | |
| "loss": 0.113, | |
| "step": 9260 | |
| }, | |
| { | |
| "epoch": 16.82, | |
| "learning_rate": 8.822343214357735e-06, | |
| "loss": 0.0872, | |
| "step": 9270 | |
| }, | |
| { | |
| "epoch": 16.84, | |
| "learning_rate": 8.771929824561403e-06, | |
| "loss": 0.0774, | |
| "step": 9280 | |
| }, | |
| { | |
| "epoch": 16.86, | |
| "learning_rate": 8.721516434765074e-06, | |
| "loss": 0.0774, | |
| "step": 9290 | |
| }, | |
| { | |
| "epoch": 16.88, | |
| "learning_rate": 8.671103044968744e-06, | |
| "loss": 0.0868, | |
| "step": 9300 | |
| }, | |
| { | |
| "epoch": 16.9, | |
| "learning_rate": 8.620689655172414e-06, | |
| "loss": 0.0909, | |
| "step": 9310 | |
| }, | |
| { | |
| "epoch": 16.91, | |
| "learning_rate": 8.570276265376084e-06, | |
| "loss": 0.093, | |
| "step": 9320 | |
| }, | |
| { | |
| "epoch": 16.93, | |
| "learning_rate": 8.519862875579754e-06, | |
| "loss": 0.089, | |
| "step": 9330 | |
| }, | |
| { | |
| "epoch": 16.95, | |
| "learning_rate": 8.469449485783425e-06, | |
| "loss": 0.0901, | |
| "step": 9340 | |
| }, | |
| { | |
| "epoch": 16.97, | |
| "learning_rate": 8.419036095987094e-06, | |
| "loss": 0.0857, | |
| "step": 9350 | |
| }, | |
| { | |
| "epoch": 16.99, | |
| "learning_rate": 8.368622706190765e-06, | |
| "loss": 0.0959, | |
| "step": 9360 | |
| }, | |
| { | |
| "epoch": 17.0, | |
| "eval_accuracy": 0.9865646258503401, | |
| "eval_loss": 0.03968778997659683, | |
| "eval_runtime": 60.1669, | |
| "eval_samples_per_second": 195.456, | |
| "eval_steps_per_second": 6.116, | |
| "step": 9367 | |
| }, | |
| { | |
| "epoch": 17.01, | |
| "learning_rate": 8.318209316394435e-06, | |
| "loss": 0.0865, | |
| "step": 9370 | |
| }, | |
| { | |
| "epoch": 17.02, | |
| "learning_rate": 8.267795926598105e-06, | |
| "loss": 0.0978, | |
| "step": 9380 | |
| }, | |
| { | |
| "epoch": 17.04, | |
| "learning_rate": 8.217382536801775e-06, | |
| "loss": 0.0985, | |
| "step": 9390 | |
| }, | |
| { | |
| "epoch": 17.06, | |
| "learning_rate": 8.166969147005445e-06, | |
| "loss": 0.0965, | |
| "step": 9400 | |
| }, | |
| { | |
| "epoch": 17.08, | |
| "learning_rate": 8.116555757209116e-06, | |
| "loss": 0.0947, | |
| "step": 9410 | |
| }, | |
| { | |
| "epoch": 17.1, | |
| "learning_rate": 8.066142367412784e-06, | |
| "loss": 0.0928, | |
| "step": 9420 | |
| }, | |
| { | |
| "epoch": 17.11, | |
| "learning_rate": 8.015728977616456e-06, | |
| "loss": 0.0762, | |
| "step": 9430 | |
| }, | |
| { | |
| "epoch": 17.13, | |
| "learning_rate": 7.965315587820126e-06, | |
| "loss": 0.0803, | |
| "step": 9440 | |
| }, | |
| { | |
| "epoch": 17.15, | |
| "learning_rate": 7.914902198023796e-06, | |
| "loss": 0.0944, | |
| "step": 9450 | |
| }, | |
| { | |
| "epoch": 17.17, | |
| "learning_rate": 7.864488808227466e-06, | |
| "loss": 0.0775, | |
| "step": 9460 | |
| }, | |
| { | |
| "epoch": 17.19, | |
| "learning_rate": 7.814075418431135e-06, | |
| "loss": 0.0872, | |
| "step": 9470 | |
| }, | |
| { | |
| "epoch": 17.2, | |
| "learning_rate": 7.763662028634807e-06, | |
| "loss": 0.0783, | |
| "step": 9480 | |
| }, | |
| { | |
| "epoch": 17.22, | |
| "learning_rate": 7.713248638838475e-06, | |
| "loss": 0.0833, | |
| "step": 9490 | |
| }, | |
| { | |
| "epoch": 17.24, | |
| "learning_rate": 7.662835249042145e-06, | |
| "loss": 0.0802, | |
| "step": 9500 | |
| }, | |
| { | |
| "epoch": 17.26, | |
| "learning_rate": 7.6124218592458165e-06, | |
| "loss": 0.0734, | |
| "step": 9510 | |
| }, | |
| { | |
| "epoch": 17.28, | |
| "learning_rate": 7.5620084694494855e-06, | |
| "loss": 0.1048, | |
| "step": 9520 | |
| }, | |
| { | |
| "epoch": 17.3, | |
| "learning_rate": 7.511595079653157e-06, | |
| "loss": 0.0856, | |
| "step": 9530 | |
| }, | |
| { | |
| "epoch": 17.31, | |
| "learning_rate": 7.461181689856826e-06, | |
| "loss": 0.0823, | |
| "step": 9540 | |
| }, | |
| { | |
| "epoch": 17.33, | |
| "learning_rate": 7.410768300060496e-06, | |
| "loss": 0.1033, | |
| "step": 9550 | |
| }, | |
| { | |
| "epoch": 17.35, | |
| "learning_rate": 7.360354910264167e-06, | |
| "loss": 0.0835, | |
| "step": 9560 | |
| }, | |
| { | |
| "epoch": 17.37, | |
| "learning_rate": 7.3099415204678366e-06, | |
| "loss": 0.0813, | |
| "step": 9570 | |
| }, | |
| { | |
| "epoch": 17.39, | |
| "learning_rate": 7.259528130671507e-06, | |
| "loss": 0.1157, | |
| "step": 9580 | |
| }, | |
| { | |
| "epoch": 17.4, | |
| "learning_rate": 7.209114740875176e-06, | |
| "loss": 0.0592, | |
| "step": 9590 | |
| }, | |
| { | |
| "epoch": 17.42, | |
| "learning_rate": 7.158701351078848e-06, | |
| "loss": 0.0783, | |
| "step": 9600 | |
| }, | |
| { | |
| "epoch": 17.44, | |
| "learning_rate": 7.108287961282517e-06, | |
| "loss": 0.089, | |
| "step": 9610 | |
| }, | |
| { | |
| "epoch": 17.46, | |
| "learning_rate": 7.057874571486187e-06, | |
| "loss": 0.0856, | |
| "step": 9620 | |
| }, | |
| { | |
| "epoch": 17.48, | |
| "learning_rate": 7.0074611816898574e-06, | |
| "loss": 0.0959, | |
| "step": 9630 | |
| }, | |
| { | |
| "epoch": 17.5, | |
| "learning_rate": 6.957047791893527e-06, | |
| "loss": 0.0907, | |
| "step": 9640 | |
| }, | |
| { | |
| "epoch": 17.51, | |
| "learning_rate": 6.906634402097198e-06, | |
| "loss": 0.0957, | |
| "step": 9650 | |
| }, | |
| { | |
| "epoch": 17.53, | |
| "learning_rate": 6.856221012300867e-06, | |
| "loss": 0.0862, | |
| "step": 9660 | |
| }, | |
| { | |
| "epoch": 17.55, | |
| "learning_rate": 6.805807622504537e-06, | |
| "loss": 0.0831, | |
| "step": 9670 | |
| }, | |
| { | |
| "epoch": 17.57, | |
| "learning_rate": 6.755394232708208e-06, | |
| "loss": 0.0869, | |
| "step": 9680 | |
| }, | |
| { | |
| "epoch": 17.59, | |
| "learning_rate": 6.7049808429118775e-06, | |
| "loss": 0.1012, | |
| "step": 9690 | |
| }, | |
| { | |
| "epoch": 17.6, | |
| "learning_rate": 6.654567453115548e-06, | |
| "loss": 0.0961, | |
| "step": 9700 | |
| }, | |
| { | |
| "epoch": 17.62, | |
| "learning_rate": 6.604154063319218e-06, | |
| "loss": 0.0919, | |
| "step": 9710 | |
| }, | |
| { | |
| "epoch": 17.64, | |
| "learning_rate": 6.553740673522887e-06, | |
| "loss": 0.0847, | |
| "step": 9720 | |
| }, | |
| { | |
| "epoch": 17.66, | |
| "learning_rate": 6.503327283726559e-06, | |
| "loss": 0.0824, | |
| "step": 9730 | |
| }, | |
| { | |
| "epoch": 17.68, | |
| "learning_rate": 6.452913893930228e-06, | |
| "loss": 0.085, | |
| "step": 9740 | |
| }, | |
| { | |
| "epoch": 17.69, | |
| "learning_rate": 6.402500504133898e-06, | |
| "loss": 0.0823, | |
| "step": 9750 | |
| }, | |
| { | |
| "epoch": 17.71, | |
| "learning_rate": 6.352087114337568e-06, | |
| "loss": 0.0749, | |
| "step": 9760 | |
| }, | |
| { | |
| "epoch": 17.73, | |
| "learning_rate": 6.301673724541239e-06, | |
| "loss": 0.0894, | |
| "step": 9770 | |
| }, | |
| { | |
| "epoch": 17.75, | |
| "learning_rate": 6.251260334744909e-06, | |
| "loss": 0.0987, | |
| "step": 9780 | |
| }, | |
| { | |
| "epoch": 17.77, | |
| "learning_rate": 6.200846944948579e-06, | |
| "loss": 0.0823, | |
| "step": 9790 | |
| }, | |
| { | |
| "epoch": 17.79, | |
| "learning_rate": 6.150433555152249e-06, | |
| "loss": 0.0931, | |
| "step": 9800 | |
| }, | |
| { | |
| "epoch": 17.8, | |
| "learning_rate": 6.100020165355918e-06, | |
| "loss": 0.0855, | |
| "step": 9810 | |
| }, | |
| { | |
| "epoch": 17.82, | |
| "learning_rate": 6.049606775559589e-06, | |
| "loss": 0.0854, | |
| "step": 9820 | |
| }, | |
| { | |
| "epoch": 17.84, | |
| "learning_rate": 5.999193385763259e-06, | |
| "loss": 0.0767, | |
| "step": 9830 | |
| }, | |
| { | |
| "epoch": 17.86, | |
| "learning_rate": 5.948779995966929e-06, | |
| "loss": 0.0813, | |
| "step": 9840 | |
| }, | |
| { | |
| "epoch": 17.88, | |
| "learning_rate": 5.8983666061705996e-06, | |
| "loss": 0.0984, | |
| "step": 9850 | |
| }, | |
| { | |
| "epoch": 17.89, | |
| "learning_rate": 5.8479532163742686e-06, | |
| "loss": 0.0788, | |
| "step": 9860 | |
| }, | |
| { | |
| "epoch": 17.91, | |
| "learning_rate": 5.797539826577939e-06, | |
| "loss": 0.0875, | |
| "step": 9870 | |
| }, | |
| { | |
| "epoch": 17.93, | |
| "learning_rate": 5.747126436781609e-06, | |
| "loss": 0.0726, | |
| "step": 9880 | |
| }, | |
| { | |
| "epoch": 17.95, | |
| "learning_rate": 5.69671304698528e-06, | |
| "loss": 0.0912, | |
| "step": 9890 | |
| }, | |
| { | |
| "epoch": 17.97, | |
| "learning_rate": 5.64629965718895e-06, | |
| "loss": 0.0837, | |
| "step": 9900 | |
| }, | |
| { | |
| "epoch": 17.98, | |
| "learning_rate": 5.5958862673926204e-06, | |
| "loss": 0.0847, | |
| "step": 9910 | |
| }, | |
| { | |
| "epoch": 18.0, | |
| "eval_accuracy": 0.9874149659863946, | |
| "eval_loss": 0.03733108937740326, | |
| "eval_runtime": 60.6207, | |
| "eval_samples_per_second": 193.993, | |
| "eval_steps_per_second": 6.071, | |
| "step": 9918 | |
| }, | |
| { | |
| "epoch": 18.0, | |
| "learning_rate": 5.5454728775962895e-06, | |
| "loss": 0.0971, | |
| "step": 9920 | |
| }, | |
| { | |
| "epoch": 18.02, | |
| "learning_rate": 5.49505948779996e-06, | |
| "loss": 0.0814, | |
| "step": 9930 | |
| }, | |
| { | |
| "epoch": 18.04, | |
| "learning_rate": 5.44464609800363e-06, | |
| "loss": 0.0846, | |
| "step": 9940 | |
| }, | |
| { | |
| "epoch": 18.06, | |
| "learning_rate": 5.3942327082073e-06, | |
| "loss": 0.0967, | |
| "step": 9950 | |
| }, | |
| { | |
| "epoch": 18.08, | |
| "learning_rate": 5.343819318410971e-06, | |
| "loss": 0.0704, | |
| "step": 9960 | |
| }, | |
| { | |
| "epoch": 18.09, | |
| "learning_rate": 5.2934059286146405e-06, | |
| "loss": 0.0751, | |
| "step": 9970 | |
| }, | |
| { | |
| "epoch": 18.11, | |
| "learning_rate": 5.24299253881831e-06, | |
| "loss": 0.0834, | |
| "step": 9980 | |
| }, | |
| { | |
| "epoch": 18.13, | |
| "learning_rate": 5.19257914902198e-06, | |
| "loss": 0.089, | |
| "step": 9990 | |
| }, | |
| { | |
| "epoch": 18.15, | |
| "learning_rate": 5.142165759225651e-06, | |
| "loss": 0.0857, | |
| "step": 10000 | |
| }, | |
| { | |
| "epoch": 18.17, | |
| "learning_rate": 5.091752369429321e-06, | |
| "loss": 0.0739, | |
| "step": 10010 | |
| }, | |
| { | |
| "epoch": 18.18, | |
| "learning_rate": 5.041338979632991e-06, | |
| "loss": 0.0644, | |
| "step": 10020 | |
| }, | |
| { | |
| "epoch": 18.2, | |
| "learning_rate": 4.9909255898366605e-06, | |
| "loss": 0.0882, | |
| "step": 10030 | |
| }, | |
| { | |
| "epoch": 18.22, | |
| "learning_rate": 4.94051220004033e-06, | |
| "loss": 0.0819, | |
| "step": 10040 | |
| }, | |
| { | |
| "epoch": 18.24, | |
| "learning_rate": 4.890098810244001e-06, | |
| "loss": 0.0758, | |
| "step": 10050 | |
| }, | |
| { | |
| "epoch": 18.26, | |
| "learning_rate": 4.839685420447671e-06, | |
| "loss": 0.0772, | |
| "step": 10060 | |
| }, | |
| { | |
| "epoch": 18.28, | |
| "learning_rate": 4.789272030651342e-06, | |
| "loss": 0.1007, | |
| "step": 10070 | |
| }, | |
| { | |
| "epoch": 18.29, | |
| "learning_rate": 4.7388586408550115e-06, | |
| "loss": 0.0972, | |
| "step": 10080 | |
| }, | |
| { | |
| "epoch": 18.31, | |
| "learning_rate": 4.688445251058681e-06, | |
| "loss": 0.0776, | |
| "step": 10090 | |
| }, | |
| { | |
| "epoch": 18.33, | |
| "learning_rate": 4.638031861262351e-06, | |
| "loss": 0.0849, | |
| "step": 10100 | |
| }, | |
| { | |
| "epoch": 18.35, | |
| "learning_rate": 4.587618471466022e-06, | |
| "loss": 0.0777, | |
| "step": 10110 | |
| }, | |
| { | |
| "epoch": 18.37, | |
| "learning_rate": 4.537205081669692e-06, | |
| "loss": 0.0792, | |
| "step": 10120 | |
| }, | |
| { | |
| "epoch": 18.38, | |
| "learning_rate": 4.486791691873362e-06, | |
| "loss": 0.0723, | |
| "step": 10130 | |
| }, | |
| { | |
| "epoch": 18.4, | |
| "learning_rate": 4.436378302077032e-06, | |
| "loss": 0.0942, | |
| "step": 10140 | |
| }, | |
| { | |
| "epoch": 18.42, | |
| "learning_rate": 4.3859649122807014e-06, | |
| "loss": 0.0767, | |
| "step": 10150 | |
| }, | |
| { | |
| "epoch": 18.44, | |
| "learning_rate": 4.335551522484372e-06, | |
| "loss": 0.092, | |
| "step": 10160 | |
| }, | |
| { | |
| "epoch": 18.46, | |
| "learning_rate": 4.285138132688042e-06, | |
| "loss": 0.097, | |
| "step": 10170 | |
| }, | |
| { | |
| "epoch": 18.48, | |
| "learning_rate": 4.234724742891713e-06, | |
| "loss": 0.0709, | |
| "step": 10180 | |
| }, | |
| { | |
| "epoch": 18.49, | |
| "learning_rate": 4.184311353095383e-06, | |
| "loss": 0.0851, | |
| "step": 10190 | |
| }, | |
| { | |
| "epoch": 18.51, | |
| "learning_rate": 4.1338979632990524e-06, | |
| "loss": 0.0759, | |
| "step": 10200 | |
| }, | |
| { | |
| "epoch": 18.53, | |
| "learning_rate": 4.083484573502722e-06, | |
| "loss": 0.0793, | |
| "step": 10210 | |
| }, | |
| { | |
| "epoch": 18.55, | |
| "learning_rate": 4.033071183706392e-06, | |
| "loss": 0.0921, | |
| "step": 10220 | |
| }, | |
| { | |
| "epoch": 18.57, | |
| "learning_rate": 3.982657793910063e-06, | |
| "loss": 0.0824, | |
| "step": 10230 | |
| }, | |
| { | |
| "epoch": 18.58, | |
| "learning_rate": 3.932244404113733e-06, | |
| "loss": 0.0784, | |
| "step": 10240 | |
| }, | |
| { | |
| "epoch": 18.6, | |
| "learning_rate": 3.8818310143174035e-06, | |
| "loss": 0.0863, | |
| "step": 10250 | |
| }, | |
| { | |
| "epoch": 18.62, | |
| "learning_rate": 3.8314176245210725e-06, | |
| "loss": 0.1045, | |
| "step": 10260 | |
| }, | |
| { | |
| "epoch": 18.64, | |
| "learning_rate": 3.7810042347247428e-06, | |
| "loss": 0.0798, | |
| "step": 10270 | |
| }, | |
| { | |
| "epoch": 18.66, | |
| "learning_rate": 3.730590844928413e-06, | |
| "loss": 0.0738, | |
| "step": 10280 | |
| }, | |
| { | |
| "epoch": 18.67, | |
| "learning_rate": 3.6801774551320833e-06, | |
| "loss": 0.0877, | |
| "step": 10290 | |
| }, | |
| { | |
| "epoch": 18.69, | |
| "learning_rate": 3.6297640653357536e-06, | |
| "loss": 0.0824, | |
| "step": 10300 | |
| }, | |
| { | |
| "epoch": 18.71, | |
| "learning_rate": 3.579350675539424e-06, | |
| "loss": 0.0729, | |
| "step": 10310 | |
| }, | |
| { | |
| "epoch": 18.73, | |
| "learning_rate": 3.5289372857430934e-06, | |
| "loss": 0.0687, | |
| "step": 10320 | |
| }, | |
| { | |
| "epoch": 18.75, | |
| "learning_rate": 3.4785238959467637e-06, | |
| "loss": 0.0702, | |
| "step": 10330 | |
| }, | |
| { | |
| "epoch": 18.77, | |
| "learning_rate": 3.4281105061504335e-06, | |
| "loss": 0.0864, | |
| "step": 10340 | |
| }, | |
| { | |
| "epoch": 18.78, | |
| "learning_rate": 3.377697116354104e-06, | |
| "loss": 0.0895, | |
| "step": 10350 | |
| }, | |
| { | |
| "epoch": 18.8, | |
| "learning_rate": 3.327283726557774e-06, | |
| "loss": 0.0772, | |
| "step": 10360 | |
| }, | |
| { | |
| "epoch": 18.82, | |
| "learning_rate": 3.2768703367614435e-06, | |
| "loss": 0.0874, | |
| "step": 10370 | |
| }, | |
| { | |
| "epoch": 18.84, | |
| "learning_rate": 3.226456946965114e-06, | |
| "loss": 0.0828, | |
| "step": 10380 | |
| }, | |
| { | |
| "epoch": 18.86, | |
| "learning_rate": 3.176043557168784e-06, | |
| "loss": 0.0861, | |
| "step": 10390 | |
| }, | |
| { | |
| "epoch": 18.87, | |
| "learning_rate": 3.1256301673724544e-06, | |
| "loss": 0.085, | |
| "step": 10400 | |
| }, | |
| { | |
| "epoch": 18.89, | |
| "learning_rate": 3.0752167775761247e-06, | |
| "loss": 0.0961, | |
| "step": 10410 | |
| }, | |
| { | |
| "epoch": 18.91, | |
| "learning_rate": 3.0248033877797946e-06, | |
| "loss": 0.0506, | |
| "step": 10420 | |
| }, | |
| { | |
| "epoch": 18.93, | |
| "learning_rate": 2.9743899979834644e-06, | |
| "loss": 0.0725, | |
| "step": 10430 | |
| }, | |
| { | |
| "epoch": 18.95, | |
| "learning_rate": 2.9239766081871343e-06, | |
| "loss": 0.0918, | |
| "step": 10440 | |
| }, | |
| { | |
| "epoch": 18.96, | |
| "learning_rate": 2.8735632183908046e-06, | |
| "loss": 0.0768, | |
| "step": 10450 | |
| }, | |
| { | |
| "epoch": 18.98, | |
| "learning_rate": 2.823149828594475e-06, | |
| "loss": 0.0962, | |
| "step": 10460 | |
| }, | |
| { | |
| "epoch": 19.0, | |
| "eval_accuracy": 0.9869897959183673, | |
| "eval_loss": 0.03555358201265335, | |
| "eval_runtime": 61.9459, | |
| "eval_samples_per_second": 189.843, | |
| "eval_steps_per_second": 5.941, | |
| "step": 10469 | |
| }, | |
| { | |
| "epoch": 19.0, | |
| "learning_rate": 2.7727364387981447e-06, | |
| "loss": 0.0934, | |
| "step": 10470 | |
| }, | |
| { | |
| "epoch": 19.02, | |
| "learning_rate": 2.722323049001815e-06, | |
| "loss": 0.0578, | |
| "step": 10480 | |
| }, | |
| { | |
| "epoch": 19.04, | |
| "learning_rate": 2.6719096592054853e-06, | |
| "loss": 0.0926, | |
| "step": 10490 | |
| }, | |
| { | |
| "epoch": 19.06, | |
| "learning_rate": 2.621496269409155e-06, | |
| "loss": 0.0717, | |
| "step": 10500 | |
| }, | |
| { | |
| "epoch": 19.07, | |
| "learning_rate": 2.5710828796128255e-06, | |
| "loss": 0.0831, | |
| "step": 10510 | |
| }, | |
| { | |
| "epoch": 19.09, | |
| "learning_rate": 2.5206694898164953e-06, | |
| "loss": 0.0766, | |
| "step": 10520 | |
| }, | |
| { | |
| "epoch": 19.11, | |
| "learning_rate": 2.470256100020165e-06, | |
| "loss": 0.0751, | |
| "step": 10530 | |
| }, | |
| { | |
| "epoch": 19.13, | |
| "learning_rate": 2.4198427102238355e-06, | |
| "loss": 0.1048, | |
| "step": 10540 | |
| }, | |
| { | |
| "epoch": 19.15, | |
| "learning_rate": 2.3694293204275058e-06, | |
| "loss": 0.0688, | |
| "step": 10550 | |
| }, | |
| { | |
| "epoch": 19.17, | |
| "learning_rate": 2.3190159306311756e-06, | |
| "loss": 0.0772, | |
| "step": 10560 | |
| }, | |
| { | |
| "epoch": 19.18, | |
| "learning_rate": 2.268602540834846e-06, | |
| "loss": 0.0873, | |
| "step": 10570 | |
| }, | |
| { | |
| "epoch": 19.2, | |
| "learning_rate": 2.218189151038516e-06, | |
| "loss": 0.0974, | |
| "step": 10580 | |
| }, | |
| { | |
| "epoch": 19.22, | |
| "learning_rate": 2.167775761242186e-06, | |
| "loss": 0.0711, | |
| "step": 10590 | |
| }, | |
| { | |
| "epoch": 19.24, | |
| "learning_rate": 2.1173623714458564e-06, | |
| "loss": 0.0846, | |
| "step": 10600 | |
| }, | |
| { | |
| "epoch": 19.26, | |
| "learning_rate": 2.0669489816495262e-06, | |
| "loss": 0.0833, | |
| "step": 10610 | |
| }, | |
| { | |
| "epoch": 19.27, | |
| "learning_rate": 2.016535591853196e-06, | |
| "loss": 0.056, | |
| "step": 10620 | |
| }, | |
| { | |
| "epoch": 19.29, | |
| "learning_rate": 1.9661222020568664e-06, | |
| "loss": 0.0919, | |
| "step": 10630 | |
| }, | |
| { | |
| "epoch": 19.31, | |
| "learning_rate": 1.9157088122605362e-06, | |
| "loss": 0.0832, | |
| "step": 10640 | |
| }, | |
| { | |
| "epoch": 19.33, | |
| "learning_rate": 1.8652954224642065e-06, | |
| "loss": 0.0695, | |
| "step": 10650 | |
| }, | |
| { | |
| "epoch": 19.35, | |
| "learning_rate": 1.8148820326678768e-06, | |
| "loss": 0.0828, | |
| "step": 10660 | |
| }, | |
| { | |
| "epoch": 19.36, | |
| "learning_rate": 1.7644686428715467e-06, | |
| "loss": 0.0922, | |
| "step": 10670 | |
| }, | |
| { | |
| "epoch": 19.38, | |
| "learning_rate": 1.7140552530752168e-06, | |
| "loss": 0.1023, | |
| "step": 10680 | |
| }, | |
| { | |
| "epoch": 19.4, | |
| "learning_rate": 1.663641863278887e-06, | |
| "loss": 0.0897, | |
| "step": 10690 | |
| }, | |
| { | |
| "epoch": 19.42, | |
| "learning_rate": 1.613228473482557e-06, | |
| "loss": 0.0885, | |
| "step": 10700 | |
| }, | |
| { | |
| "epoch": 19.44, | |
| "learning_rate": 1.5628150836862272e-06, | |
| "loss": 0.0868, | |
| "step": 10710 | |
| }, | |
| { | |
| "epoch": 19.46, | |
| "learning_rate": 1.5124016938898973e-06, | |
| "loss": 0.0689, | |
| "step": 10720 | |
| }, | |
| { | |
| "epoch": 19.47, | |
| "learning_rate": 1.4619883040935671e-06, | |
| "loss": 0.0747, | |
| "step": 10730 | |
| }, | |
| { | |
| "epoch": 19.49, | |
| "learning_rate": 1.4115749142972374e-06, | |
| "loss": 0.0908, | |
| "step": 10740 | |
| }, | |
| { | |
| "epoch": 19.51, | |
| "learning_rate": 1.3611615245009075e-06, | |
| "loss": 0.0814, | |
| "step": 10750 | |
| }, | |
| { | |
| "epoch": 19.53, | |
| "learning_rate": 1.3107481347045776e-06, | |
| "loss": 0.07, | |
| "step": 10760 | |
| }, | |
| { | |
| "epoch": 19.55, | |
| "learning_rate": 1.2603347449082477e-06, | |
| "loss": 0.0734, | |
| "step": 10770 | |
| }, | |
| { | |
| "epoch": 19.56, | |
| "learning_rate": 1.2099213551119177e-06, | |
| "loss": 0.1022, | |
| "step": 10780 | |
| }, | |
| { | |
| "epoch": 19.58, | |
| "learning_rate": 1.1595079653155878e-06, | |
| "loss": 0.0756, | |
| "step": 10790 | |
| }, | |
| { | |
| "epoch": 19.6, | |
| "learning_rate": 1.109094575519258e-06, | |
| "loss": 0.0855, | |
| "step": 10800 | |
| }, | |
| { | |
| "epoch": 19.62, | |
| "learning_rate": 1.0586811857229282e-06, | |
| "loss": 0.0832, | |
| "step": 10810 | |
| }, | |
| { | |
| "epoch": 19.64, | |
| "learning_rate": 1.008267795926598e-06, | |
| "loss": 0.086, | |
| "step": 10820 | |
| }, | |
| { | |
| "epoch": 19.65, | |
| "learning_rate": 9.578544061302681e-07, | |
| "loss": 0.0802, | |
| "step": 10830 | |
| }, | |
| { | |
| "epoch": 19.67, | |
| "learning_rate": 9.074410163339384e-07, | |
| "loss": 0.0985, | |
| "step": 10840 | |
| }, | |
| { | |
| "epoch": 19.69, | |
| "learning_rate": 8.570276265376084e-07, | |
| "loss": 0.0787, | |
| "step": 10850 | |
| }, | |
| { | |
| "epoch": 19.71, | |
| "learning_rate": 8.066142367412785e-07, | |
| "loss": 0.0731, | |
| "step": 10860 | |
| }, | |
| { | |
| "epoch": 19.73, | |
| "learning_rate": 7.562008469449486e-07, | |
| "loss": 0.0602, | |
| "step": 10870 | |
| }, | |
| { | |
| "epoch": 19.75, | |
| "learning_rate": 7.057874571486187e-07, | |
| "loss": 0.0669, | |
| "step": 10880 | |
| }, | |
| { | |
| "epoch": 19.76, | |
| "learning_rate": 6.553740673522888e-07, | |
| "loss": 0.0694, | |
| "step": 10890 | |
| }, | |
| { | |
| "epoch": 19.78, | |
| "learning_rate": 6.049606775559589e-07, | |
| "loss": 0.0836, | |
| "step": 10900 | |
| }, | |
| { | |
| "epoch": 19.8, | |
| "learning_rate": 5.54547287759629e-07, | |
| "loss": 0.0833, | |
| "step": 10910 | |
| }, | |
| { | |
| "epoch": 19.82, | |
| "learning_rate": 5.04133897963299e-07, | |
| "loss": 0.0666, | |
| "step": 10920 | |
| }, | |
| { | |
| "epoch": 19.84, | |
| "learning_rate": 4.537205081669692e-07, | |
| "loss": 0.062, | |
| "step": 10930 | |
| }, | |
| { | |
| "epoch": 19.85, | |
| "learning_rate": 4.0330711837063923e-07, | |
| "loss": 0.0809, | |
| "step": 10940 | |
| }, | |
| { | |
| "epoch": 19.87, | |
| "learning_rate": 3.5289372857430936e-07, | |
| "loss": 0.0729, | |
| "step": 10950 | |
| }, | |
| { | |
| "epoch": 19.89, | |
| "learning_rate": 3.0248033877797943e-07, | |
| "loss": 0.0853, | |
| "step": 10960 | |
| }, | |
| { | |
| "epoch": 19.91, | |
| "learning_rate": 2.520669489816495e-07, | |
| "loss": 0.0736, | |
| "step": 10970 | |
| }, | |
| { | |
| "epoch": 19.93, | |
| "learning_rate": 2.0165355918531961e-07, | |
| "loss": 0.0793, | |
| "step": 10980 | |
| }, | |
| { | |
| "epoch": 19.94, | |
| "learning_rate": 1.5124016938898972e-07, | |
| "loss": 0.0768, | |
| "step": 10990 | |
| }, | |
| { | |
| "epoch": 19.96, | |
| "learning_rate": 1.0082677959265981e-07, | |
| "loss": 0.0719, | |
| "step": 11000 | |
| }, | |
| { | |
| "epoch": 19.98, | |
| "learning_rate": 5.0413389796329904e-08, | |
| "loss": 0.0661, | |
| "step": 11010 | |
| }, | |
| { | |
| "epoch": 20.0, | |
| "learning_rate": 0.0, | |
| "loss": 0.0731, | |
| "step": 11020 | |
| }, | |
| { | |
| "epoch": 20.0, | |
| "eval_accuracy": 0.9875, | |
| "eval_loss": 0.03488526865839958, | |
| "eval_runtime": 63.2475, | |
| "eval_samples_per_second": 185.936, | |
| "eval_steps_per_second": 5.818, | |
| "step": 11020 | |
| }, | |
| { | |
| "epoch": 20.0, | |
| "step": 11020, | |
| "total_flos": 3.5461756945138213e+19, | |
| "train_loss": 0.19873900530342614, | |
| "train_runtime": 13636.9189, | |
| "train_samples_per_second": 103.485, | |
| "train_steps_per_second": 0.808 | |
| } | |
| ], | |
| "max_steps": 11020, | |
| "num_train_epochs": 20, | |
| "total_flos": 3.5461756945138213e+19, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |