| { | |
| "best_metric": 0.8846732673267327, | |
| "best_model_checkpoint": "swinv2-small-patch4-window8-256-finetuned-eurosat/checkpoint-1776", | |
| "epoch": 3.0, | |
| "eval_steps": 500, | |
| "global_step": 1776, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.02, | |
| "learning_rate": 5.617977528089888e-06, | |
| "loss": 4.6512, | |
| "step": 10 | |
| }, | |
| { | |
| "epoch": 0.03, | |
| "learning_rate": 1.1235955056179776e-05, | |
| "loss": 4.6382, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 0.05, | |
| "learning_rate": 1.6853932584269665e-05, | |
| "loss": 4.5931, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 0.07, | |
| "learning_rate": 2.2471910112359552e-05, | |
| "loss": 4.5413, | |
| "step": 40 | |
| }, | |
| { | |
| "epoch": 0.08, | |
| "learning_rate": 2.8089887640449443e-05, | |
| "loss": 4.4003, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 0.1, | |
| "learning_rate": 3.370786516853933e-05, | |
| "loss": 4.1375, | |
| "step": 60 | |
| }, | |
| { | |
| "epoch": 0.12, | |
| "learning_rate": 3.9325842696629214e-05, | |
| "loss": 3.7423, | |
| "step": 70 | |
| }, | |
| { | |
| "epoch": 0.14, | |
| "learning_rate": 4.4943820224719104e-05, | |
| "loss": 3.3238, | |
| "step": 80 | |
| }, | |
| { | |
| "epoch": 0.15, | |
| "learning_rate": 5.0561797752808995e-05, | |
| "loss": 2.8164, | |
| "step": 90 | |
| }, | |
| { | |
| "epoch": 0.17, | |
| "learning_rate": 5.6179775280898885e-05, | |
| "loss": 2.4727, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 0.19, | |
| "learning_rate": 6.179775280898876e-05, | |
| "loss": 2.2967, | |
| "step": 110 | |
| }, | |
| { | |
| "epoch": 0.2, | |
| "learning_rate": 6.741573033707866e-05, | |
| "loss": 2.1826, | |
| "step": 120 | |
| }, | |
| { | |
| "epoch": 0.22, | |
| "learning_rate": 7.303370786516854e-05, | |
| "loss": 2.0388, | |
| "step": 130 | |
| }, | |
| { | |
| "epoch": 0.24, | |
| "learning_rate": 7.865168539325843e-05, | |
| "loss": 1.9666, | |
| "step": 140 | |
| }, | |
| { | |
| "epoch": 0.25, | |
| "learning_rate": 8.426966292134831e-05, | |
| "loss": 1.8424, | |
| "step": 150 | |
| }, | |
| { | |
| "epoch": 0.27, | |
| "learning_rate": 8.988764044943821e-05, | |
| "loss": 1.7991, | |
| "step": 160 | |
| }, | |
| { | |
| "epoch": 0.29, | |
| "learning_rate": 9.550561797752809e-05, | |
| "loss": 1.6829, | |
| "step": 170 | |
| }, | |
| { | |
| "epoch": 0.3, | |
| "learning_rate": 9.987484355444305e-05, | |
| "loss": 1.7742, | |
| "step": 180 | |
| }, | |
| { | |
| "epoch": 0.32, | |
| "learning_rate": 9.924906132665834e-05, | |
| "loss": 1.7502, | |
| "step": 190 | |
| }, | |
| { | |
| "epoch": 0.34, | |
| "learning_rate": 9.86232790988736e-05, | |
| "loss": 1.7302, | |
| "step": 200 | |
| }, | |
| { | |
| "epoch": 0.35, | |
| "learning_rate": 9.799749687108887e-05, | |
| "loss": 1.6316, | |
| "step": 210 | |
| }, | |
| { | |
| "epoch": 0.37, | |
| "learning_rate": 9.737171464330413e-05, | |
| "loss": 1.7153, | |
| "step": 220 | |
| }, | |
| { | |
| "epoch": 0.39, | |
| "learning_rate": 9.67459324155194e-05, | |
| "loss": 1.5892, | |
| "step": 230 | |
| }, | |
| { | |
| "epoch": 0.41, | |
| "learning_rate": 9.612015018773467e-05, | |
| "loss": 1.6424, | |
| "step": 240 | |
| }, | |
| { | |
| "epoch": 0.42, | |
| "learning_rate": 9.549436795994994e-05, | |
| "loss": 1.6096, | |
| "step": 250 | |
| }, | |
| { | |
| "epoch": 0.44, | |
| "learning_rate": 9.486858573216522e-05, | |
| "loss": 1.5543, | |
| "step": 260 | |
| }, | |
| { | |
| "epoch": 0.46, | |
| "learning_rate": 9.424280350438049e-05, | |
| "loss": 1.5115, | |
| "step": 270 | |
| }, | |
| { | |
| "epoch": 0.47, | |
| "learning_rate": 9.361702127659576e-05, | |
| "loss": 1.6442, | |
| "step": 280 | |
| }, | |
| { | |
| "epoch": 0.49, | |
| "learning_rate": 9.299123904881102e-05, | |
| "loss": 1.5456, | |
| "step": 290 | |
| }, | |
| { | |
| "epoch": 0.51, | |
| "learning_rate": 9.236545682102628e-05, | |
| "loss": 1.5322, | |
| "step": 300 | |
| }, | |
| { | |
| "epoch": 0.52, | |
| "learning_rate": 9.173967459324155e-05, | |
| "loss": 1.5012, | |
| "step": 310 | |
| }, | |
| { | |
| "epoch": 0.54, | |
| "learning_rate": 9.111389236545682e-05, | |
| "loss": 1.5726, | |
| "step": 320 | |
| }, | |
| { | |
| "epoch": 0.56, | |
| "learning_rate": 9.04881101376721e-05, | |
| "loss": 1.5606, | |
| "step": 330 | |
| }, | |
| { | |
| "epoch": 0.57, | |
| "learning_rate": 8.986232790988737e-05, | |
| "loss": 1.5696, | |
| "step": 340 | |
| }, | |
| { | |
| "epoch": 0.59, | |
| "learning_rate": 8.923654568210264e-05, | |
| "loss": 1.5081, | |
| "step": 350 | |
| }, | |
| { | |
| "epoch": 0.61, | |
| "learning_rate": 8.86107634543179e-05, | |
| "loss": 1.3746, | |
| "step": 360 | |
| }, | |
| { | |
| "epoch": 0.62, | |
| "learning_rate": 8.798498122653317e-05, | |
| "loss": 1.5299, | |
| "step": 370 | |
| }, | |
| { | |
| "epoch": 0.64, | |
| "learning_rate": 8.735919899874844e-05, | |
| "loss": 1.5458, | |
| "step": 380 | |
| }, | |
| { | |
| "epoch": 0.66, | |
| "learning_rate": 8.67334167709637e-05, | |
| "loss": 1.4804, | |
| "step": 390 | |
| }, | |
| { | |
| "epoch": 0.68, | |
| "learning_rate": 8.610763454317898e-05, | |
| "loss": 1.5249, | |
| "step": 400 | |
| }, | |
| { | |
| "epoch": 0.69, | |
| "learning_rate": 8.548185231539425e-05, | |
| "loss": 1.4581, | |
| "step": 410 | |
| }, | |
| { | |
| "epoch": 0.71, | |
| "learning_rate": 8.485607008760952e-05, | |
| "loss": 1.4566, | |
| "step": 420 | |
| }, | |
| { | |
| "epoch": 0.73, | |
| "learning_rate": 8.423028785982479e-05, | |
| "loss": 1.4358, | |
| "step": 430 | |
| }, | |
| { | |
| "epoch": 0.74, | |
| "learning_rate": 8.360450563204006e-05, | |
| "loss": 1.4832, | |
| "step": 440 | |
| }, | |
| { | |
| "epoch": 0.76, | |
| "learning_rate": 8.297872340425533e-05, | |
| "loss": 1.4909, | |
| "step": 450 | |
| }, | |
| { | |
| "epoch": 0.78, | |
| "learning_rate": 8.23529411764706e-05, | |
| "loss": 1.4253, | |
| "step": 460 | |
| }, | |
| { | |
| "epoch": 0.79, | |
| "learning_rate": 8.172715894868585e-05, | |
| "loss": 1.3965, | |
| "step": 470 | |
| }, | |
| { | |
| "epoch": 0.81, | |
| "learning_rate": 8.110137672090113e-05, | |
| "loss": 1.4092, | |
| "step": 480 | |
| }, | |
| { | |
| "epoch": 0.83, | |
| "learning_rate": 8.04755944931164e-05, | |
| "loss": 1.5548, | |
| "step": 490 | |
| }, | |
| { | |
| "epoch": 0.84, | |
| "learning_rate": 7.984981226533167e-05, | |
| "loss": 1.4722, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 0.86, | |
| "learning_rate": 7.922403003754694e-05, | |
| "loss": 1.4116, | |
| "step": 510 | |
| }, | |
| { | |
| "epoch": 0.88, | |
| "learning_rate": 7.859824780976221e-05, | |
| "loss": 1.3771, | |
| "step": 520 | |
| }, | |
| { | |
| "epoch": 0.9, | |
| "learning_rate": 7.797246558197748e-05, | |
| "loss": 1.3767, | |
| "step": 530 | |
| }, | |
| { | |
| "epoch": 0.91, | |
| "learning_rate": 7.734668335419275e-05, | |
| "loss": 1.4398, | |
| "step": 540 | |
| }, | |
| { | |
| "epoch": 0.93, | |
| "learning_rate": 7.672090112640801e-05, | |
| "loss": 1.3905, | |
| "step": 550 | |
| }, | |
| { | |
| "epoch": 0.95, | |
| "learning_rate": 7.609511889862328e-05, | |
| "loss": 1.4094, | |
| "step": 560 | |
| }, | |
| { | |
| "epoch": 0.96, | |
| "learning_rate": 7.546933667083855e-05, | |
| "loss": 1.3176, | |
| "step": 570 | |
| }, | |
| { | |
| "epoch": 0.98, | |
| "learning_rate": 7.484355444305382e-05, | |
| "loss": 1.3472, | |
| "step": 580 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "learning_rate": 7.421777221526909e-05, | |
| "loss": 1.3521, | |
| "step": 590 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.7967128712871288, | |
| "eval_loss": 0.7232595682144165, | |
| "eval_runtime": 410.407, | |
| "eval_samples_per_second": 61.524, | |
| "eval_steps_per_second": 1.925, | |
| "step": 592 | |
| }, | |
| { | |
| "epoch": 1.01, | |
| "learning_rate": 7.359198998748436e-05, | |
| "loss": 1.2308, | |
| "step": 600 | |
| }, | |
| { | |
| "epoch": 1.03, | |
| "learning_rate": 7.296620775969963e-05, | |
| "loss": 1.2234, | |
| "step": 610 | |
| }, | |
| { | |
| "epoch": 1.05, | |
| "learning_rate": 7.23404255319149e-05, | |
| "loss": 1.26, | |
| "step": 620 | |
| }, | |
| { | |
| "epoch": 1.06, | |
| "learning_rate": 7.171464330413017e-05, | |
| "loss": 1.2591, | |
| "step": 630 | |
| }, | |
| { | |
| "epoch": 1.08, | |
| "learning_rate": 7.108886107634543e-05, | |
| "loss": 1.2423, | |
| "step": 640 | |
| }, | |
| { | |
| "epoch": 1.1, | |
| "learning_rate": 7.04630788485607e-05, | |
| "loss": 1.1787, | |
| "step": 650 | |
| }, | |
| { | |
| "epoch": 1.11, | |
| "learning_rate": 6.983729662077597e-05, | |
| "loss": 1.1633, | |
| "step": 660 | |
| }, | |
| { | |
| "epoch": 1.13, | |
| "learning_rate": 6.921151439299124e-05, | |
| "loss": 1.157, | |
| "step": 670 | |
| }, | |
| { | |
| "epoch": 1.15, | |
| "learning_rate": 6.858573216520651e-05, | |
| "loss": 1.2884, | |
| "step": 680 | |
| }, | |
| { | |
| "epoch": 1.17, | |
| "learning_rate": 6.795994993742179e-05, | |
| "loss": 1.2148, | |
| "step": 690 | |
| }, | |
| { | |
| "epoch": 1.18, | |
| "learning_rate": 6.733416770963705e-05, | |
| "loss": 1.1711, | |
| "step": 700 | |
| }, | |
| { | |
| "epoch": 1.2, | |
| "learning_rate": 6.670838548185232e-05, | |
| "loss": 1.2309, | |
| "step": 710 | |
| }, | |
| { | |
| "epoch": 1.22, | |
| "learning_rate": 6.608260325406758e-05, | |
| "loss": 1.1382, | |
| "step": 720 | |
| }, | |
| { | |
| "epoch": 1.23, | |
| "learning_rate": 6.545682102628285e-05, | |
| "loss": 1.1452, | |
| "step": 730 | |
| }, | |
| { | |
| "epoch": 1.25, | |
| "learning_rate": 6.483103879849812e-05, | |
| "loss": 1.2613, | |
| "step": 740 | |
| }, | |
| { | |
| "epoch": 1.27, | |
| "learning_rate": 6.420525657071339e-05, | |
| "loss": 1.1829, | |
| "step": 750 | |
| }, | |
| { | |
| "epoch": 1.28, | |
| "learning_rate": 6.357947434292867e-05, | |
| "loss": 1.0893, | |
| "step": 760 | |
| }, | |
| { | |
| "epoch": 1.3, | |
| "learning_rate": 6.295369211514394e-05, | |
| "loss": 1.1693, | |
| "step": 770 | |
| }, | |
| { | |
| "epoch": 1.32, | |
| "learning_rate": 6.23279098873592e-05, | |
| "loss": 1.2515, | |
| "step": 780 | |
| }, | |
| { | |
| "epoch": 1.33, | |
| "learning_rate": 6.170212765957447e-05, | |
| "loss": 1.2137, | |
| "step": 790 | |
| }, | |
| { | |
| "epoch": 1.35, | |
| "learning_rate": 6.107634543178974e-05, | |
| "loss": 1.1885, | |
| "step": 800 | |
| }, | |
| { | |
| "epoch": 1.37, | |
| "learning_rate": 6.0450563204005004e-05, | |
| "loss": 1.2023, | |
| "step": 810 | |
| }, | |
| { | |
| "epoch": 1.39, | |
| "learning_rate": 5.982478097622027e-05, | |
| "loss": 1.1222, | |
| "step": 820 | |
| }, | |
| { | |
| "epoch": 1.4, | |
| "learning_rate": 5.9198998748435556e-05, | |
| "loss": 1.2426, | |
| "step": 830 | |
| }, | |
| { | |
| "epoch": 1.42, | |
| "learning_rate": 5.857321652065082e-05, | |
| "loss": 1.2031, | |
| "step": 840 | |
| }, | |
| { | |
| "epoch": 1.44, | |
| "learning_rate": 5.7947434292866087e-05, | |
| "loss": 1.1798, | |
| "step": 850 | |
| }, | |
| { | |
| "epoch": 1.45, | |
| "learning_rate": 5.7321652065081355e-05, | |
| "loss": 1.1599, | |
| "step": 860 | |
| }, | |
| { | |
| "epoch": 1.47, | |
| "learning_rate": 5.6695869837296624e-05, | |
| "loss": 1.129, | |
| "step": 870 | |
| }, | |
| { | |
| "epoch": 1.49, | |
| "learning_rate": 5.607008760951189e-05, | |
| "loss": 1.155, | |
| "step": 880 | |
| }, | |
| { | |
| "epoch": 1.5, | |
| "learning_rate": 5.5444305381727155e-05, | |
| "loss": 1.1369, | |
| "step": 890 | |
| }, | |
| { | |
| "epoch": 1.52, | |
| "learning_rate": 5.481852315394244e-05, | |
| "loss": 1.1286, | |
| "step": 900 | |
| }, | |
| { | |
| "epoch": 1.54, | |
| "learning_rate": 5.4192740926157707e-05, | |
| "loss": 1.1141, | |
| "step": 910 | |
| }, | |
| { | |
| "epoch": 1.55, | |
| "learning_rate": 5.356695869837297e-05, | |
| "loss": 1.1777, | |
| "step": 920 | |
| }, | |
| { | |
| "epoch": 1.57, | |
| "learning_rate": 5.294117647058824e-05, | |
| "loss": 1.0555, | |
| "step": 930 | |
| }, | |
| { | |
| "epoch": 1.59, | |
| "learning_rate": 5.2315394242803506e-05, | |
| "loss": 1.1555, | |
| "step": 940 | |
| }, | |
| { | |
| "epoch": 1.6, | |
| "learning_rate": 5.1689612015018775e-05, | |
| "loss": 1.1587, | |
| "step": 950 | |
| }, | |
| { | |
| "epoch": 1.62, | |
| "learning_rate": 5.1063829787234044e-05, | |
| "loss": 1.115, | |
| "step": 960 | |
| }, | |
| { | |
| "epoch": 1.64, | |
| "learning_rate": 5.043804755944932e-05, | |
| "loss": 1.1189, | |
| "step": 970 | |
| }, | |
| { | |
| "epoch": 1.66, | |
| "learning_rate": 4.981226533166458e-05, | |
| "loss": 1.0221, | |
| "step": 980 | |
| }, | |
| { | |
| "epoch": 1.67, | |
| "learning_rate": 4.918648310387986e-05, | |
| "loss": 1.2178, | |
| "step": 990 | |
| }, | |
| { | |
| "epoch": 1.69, | |
| "learning_rate": 4.856070087609512e-05, | |
| "loss": 1.1566, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 1.71, | |
| "learning_rate": 4.793491864831039e-05, | |
| "loss": 1.0625, | |
| "step": 1010 | |
| }, | |
| { | |
| "epoch": 1.72, | |
| "learning_rate": 4.730913642052566e-05, | |
| "loss": 1.1137, | |
| "step": 1020 | |
| }, | |
| { | |
| "epoch": 1.74, | |
| "learning_rate": 4.668335419274093e-05, | |
| "loss": 1.0784, | |
| "step": 1030 | |
| }, | |
| { | |
| "epoch": 1.76, | |
| "learning_rate": 4.6057571964956195e-05, | |
| "loss": 0.9601, | |
| "step": 1040 | |
| }, | |
| { | |
| "epoch": 1.77, | |
| "learning_rate": 4.5431789737171464e-05, | |
| "loss": 1.0944, | |
| "step": 1050 | |
| }, | |
| { | |
| "epoch": 1.79, | |
| "learning_rate": 4.480600750938674e-05, | |
| "loss": 1.0572, | |
| "step": 1060 | |
| }, | |
| { | |
| "epoch": 1.81, | |
| "learning_rate": 4.418022528160201e-05, | |
| "loss": 1.1746, | |
| "step": 1070 | |
| }, | |
| { | |
| "epoch": 1.82, | |
| "learning_rate": 4.355444305381727e-05, | |
| "loss": 1.0443, | |
| "step": 1080 | |
| }, | |
| { | |
| "epoch": 1.84, | |
| "learning_rate": 4.292866082603254e-05, | |
| "loss": 0.997, | |
| "step": 1090 | |
| }, | |
| { | |
| "epoch": 1.86, | |
| "learning_rate": 4.2302878598247815e-05, | |
| "loss": 1.0583, | |
| "step": 1100 | |
| }, | |
| { | |
| "epoch": 1.88, | |
| "learning_rate": 4.1677096370463084e-05, | |
| "loss": 1.0128, | |
| "step": 1110 | |
| }, | |
| { | |
| "epoch": 1.89, | |
| "learning_rate": 4.1051314142678346e-05, | |
| "loss": 1.0192, | |
| "step": 1120 | |
| }, | |
| { | |
| "epoch": 1.91, | |
| "learning_rate": 4.0425531914893614e-05, | |
| "loss": 1.0318, | |
| "step": 1130 | |
| }, | |
| { | |
| "epoch": 1.93, | |
| "learning_rate": 3.979974968710889e-05, | |
| "loss": 1.0722, | |
| "step": 1140 | |
| }, | |
| { | |
| "epoch": 1.94, | |
| "learning_rate": 3.917396745932416e-05, | |
| "loss": 1.1282, | |
| "step": 1150 | |
| }, | |
| { | |
| "epoch": 1.96, | |
| "learning_rate": 3.854818523153942e-05, | |
| "loss": 0.964, | |
| "step": 1160 | |
| }, | |
| { | |
| "epoch": 1.98, | |
| "learning_rate": 3.79224030037547e-05, | |
| "loss": 1.045, | |
| "step": 1170 | |
| }, | |
| { | |
| "epoch": 1.99, | |
| "learning_rate": 3.7296620775969966e-05, | |
| "loss": 0.9887, | |
| "step": 1180 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.8518811881188119, | |
| "eval_loss": 0.5210747718811035, | |
| "eval_runtime": 410.9839, | |
| "eval_samples_per_second": 61.438, | |
| "eval_steps_per_second": 1.922, | |
| "step": 1184 | |
| }, | |
| { | |
| "epoch": 2.01, | |
| "learning_rate": 3.6670838548185234e-05, | |
| "loss": 0.8949, | |
| "step": 1190 | |
| }, | |
| { | |
| "epoch": 2.03, | |
| "learning_rate": 3.6045056320400496e-05, | |
| "loss": 0.8342, | |
| "step": 1200 | |
| }, | |
| { | |
| "epoch": 2.04, | |
| "learning_rate": 3.541927409261577e-05, | |
| "loss": 0.8466, | |
| "step": 1210 | |
| }, | |
| { | |
| "epoch": 2.06, | |
| "learning_rate": 3.479349186483104e-05, | |
| "loss": 0.9382, | |
| "step": 1220 | |
| }, | |
| { | |
| "epoch": 2.08, | |
| "learning_rate": 3.416770963704631e-05, | |
| "loss": 0.8881, | |
| "step": 1230 | |
| }, | |
| { | |
| "epoch": 2.09, | |
| "learning_rate": 3.354192740926158e-05, | |
| "loss": 0.9504, | |
| "step": 1240 | |
| }, | |
| { | |
| "epoch": 2.11, | |
| "learning_rate": 3.291614518147685e-05, | |
| "loss": 1.0155, | |
| "step": 1250 | |
| }, | |
| { | |
| "epoch": 2.13, | |
| "learning_rate": 3.2290362953692116e-05, | |
| "loss": 0.879, | |
| "step": 1260 | |
| }, | |
| { | |
| "epoch": 2.15, | |
| "learning_rate": 3.1664580725907385e-05, | |
| "loss": 0.8233, | |
| "step": 1270 | |
| }, | |
| { | |
| "epoch": 2.16, | |
| "learning_rate": 3.1038798498122654e-05, | |
| "loss": 0.8813, | |
| "step": 1280 | |
| }, | |
| { | |
| "epoch": 2.18, | |
| "learning_rate": 3.0413016270337923e-05, | |
| "loss": 0.9639, | |
| "step": 1290 | |
| }, | |
| { | |
| "epoch": 2.2, | |
| "learning_rate": 2.9787234042553192e-05, | |
| "loss": 0.8352, | |
| "step": 1300 | |
| }, | |
| { | |
| "epoch": 2.21, | |
| "learning_rate": 2.9161451814768464e-05, | |
| "loss": 0.877, | |
| "step": 1310 | |
| }, | |
| { | |
| "epoch": 2.23, | |
| "learning_rate": 2.8535669586983733e-05, | |
| "loss": 0.9327, | |
| "step": 1320 | |
| }, | |
| { | |
| "epoch": 2.25, | |
| "learning_rate": 2.7909887359199e-05, | |
| "loss": 0.8177, | |
| "step": 1330 | |
| }, | |
| { | |
| "epoch": 2.26, | |
| "learning_rate": 2.7284105131414267e-05, | |
| "loss": 0.9177, | |
| "step": 1340 | |
| }, | |
| { | |
| "epoch": 2.28, | |
| "learning_rate": 2.665832290362954e-05, | |
| "loss": 0.8632, | |
| "step": 1350 | |
| }, | |
| { | |
| "epoch": 2.3, | |
| "learning_rate": 2.6032540675844808e-05, | |
| "loss": 0.8902, | |
| "step": 1360 | |
| }, | |
| { | |
| "epoch": 2.31, | |
| "learning_rate": 2.5406758448060074e-05, | |
| "loss": 0.8219, | |
| "step": 1370 | |
| }, | |
| { | |
| "epoch": 2.33, | |
| "learning_rate": 2.4780976220275346e-05, | |
| "loss": 0.8633, | |
| "step": 1380 | |
| }, | |
| { | |
| "epoch": 2.35, | |
| "learning_rate": 2.4155193992490615e-05, | |
| "loss": 0.8205, | |
| "step": 1390 | |
| }, | |
| { | |
| "epoch": 2.36, | |
| "learning_rate": 2.3529411764705884e-05, | |
| "loss": 0.9674, | |
| "step": 1400 | |
| }, | |
| { | |
| "epoch": 2.38, | |
| "learning_rate": 2.2903629536921153e-05, | |
| "loss": 0.9004, | |
| "step": 1410 | |
| }, | |
| { | |
| "epoch": 2.4, | |
| "learning_rate": 2.227784730913642e-05, | |
| "loss": 0.8426, | |
| "step": 1420 | |
| }, | |
| { | |
| "epoch": 2.42, | |
| "learning_rate": 2.165206508135169e-05, | |
| "loss": 0.8116, | |
| "step": 1430 | |
| }, | |
| { | |
| "epoch": 2.43, | |
| "learning_rate": 2.102628285356696e-05, | |
| "loss": 0.8654, | |
| "step": 1440 | |
| }, | |
| { | |
| "epoch": 2.45, | |
| "learning_rate": 2.0400500625782228e-05, | |
| "loss": 0.7668, | |
| "step": 1450 | |
| }, | |
| { | |
| "epoch": 2.47, | |
| "learning_rate": 1.9774718397997497e-05, | |
| "loss": 0.8069, | |
| "step": 1460 | |
| }, | |
| { | |
| "epoch": 2.48, | |
| "learning_rate": 1.9148936170212766e-05, | |
| "loss": 0.8381, | |
| "step": 1470 | |
| }, | |
| { | |
| "epoch": 2.5, | |
| "learning_rate": 1.8523153942428038e-05, | |
| "loss": 0.8769, | |
| "step": 1480 | |
| }, | |
| { | |
| "epoch": 2.52, | |
| "learning_rate": 1.7897371714643303e-05, | |
| "loss": 0.8304, | |
| "step": 1490 | |
| }, | |
| { | |
| "epoch": 2.53, | |
| "learning_rate": 1.7271589486858576e-05, | |
| "loss": 0.8019, | |
| "step": 1500 | |
| }, | |
| { | |
| "epoch": 2.55, | |
| "learning_rate": 1.664580725907384e-05, | |
| "loss": 0.8039, | |
| "step": 1510 | |
| }, | |
| { | |
| "epoch": 2.57, | |
| "learning_rate": 1.6020025031289113e-05, | |
| "loss": 0.7914, | |
| "step": 1520 | |
| }, | |
| { | |
| "epoch": 2.58, | |
| "learning_rate": 1.539424280350438e-05, | |
| "loss": 0.7892, | |
| "step": 1530 | |
| }, | |
| { | |
| "epoch": 2.6, | |
| "learning_rate": 1.4768460575719651e-05, | |
| "loss": 0.7891, | |
| "step": 1540 | |
| }, | |
| { | |
| "epoch": 2.62, | |
| "learning_rate": 1.414267834793492e-05, | |
| "loss": 0.8407, | |
| "step": 1550 | |
| }, | |
| { | |
| "epoch": 2.64, | |
| "learning_rate": 1.3516896120150189e-05, | |
| "loss": 0.8267, | |
| "step": 1560 | |
| }, | |
| { | |
| "epoch": 2.65, | |
| "learning_rate": 1.2891113892365458e-05, | |
| "loss": 0.7781, | |
| "step": 1570 | |
| }, | |
| { | |
| "epoch": 2.67, | |
| "learning_rate": 1.2265331664580726e-05, | |
| "loss": 0.8289, | |
| "step": 1580 | |
| }, | |
| { | |
| "epoch": 2.69, | |
| "learning_rate": 1.1639549436795997e-05, | |
| "loss": 0.8402, | |
| "step": 1590 | |
| }, | |
| { | |
| "epoch": 2.7, | |
| "learning_rate": 1.1013767209011266e-05, | |
| "loss": 0.8149, | |
| "step": 1600 | |
| }, | |
| { | |
| "epoch": 2.72, | |
| "learning_rate": 1.0387984981226535e-05, | |
| "loss": 0.693, | |
| "step": 1610 | |
| }, | |
| { | |
| "epoch": 2.74, | |
| "learning_rate": 9.762202753441804e-06, | |
| "loss": 0.8236, | |
| "step": 1620 | |
| }, | |
| { | |
| "epoch": 2.75, | |
| "learning_rate": 9.136420525657072e-06, | |
| "loss": 0.8657, | |
| "step": 1630 | |
| }, | |
| { | |
| "epoch": 2.77, | |
| "learning_rate": 8.510638297872341e-06, | |
| "loss": 0.7369, | |
| "step": 1640 | |
| }, | |
| { | |
| "epoch": 2.79, | |
| "learning_rate": 7.88485607008761e-06, | |
| "loss": 0.728, | |
| "step": 1650 | |
| }, | |
| { | |
| "epoch": 2.8, | |
| "learning_rate": 7.259073842302878e-06, | |
| "loss": 0.8345, | |
| "step": 1660 | |
| }, | |
| { | |
| "epoch": 2.82, | |
| "learning_rate": 6.633291614518149e-06, | |
| "loss": 0.7783, | |
| "step": 1670 | |
| }, | |
| { | |
| "epoch": 2.84, | |
| "learning_rate": 6.007509386733417e-06, | |
| "loss": 0.7633, | |
| "step": 1680 | |
| }, | |
| { | |
| "epoch": 2.85, | |
| "learning_rate": 5.381727158948686e-06, | |
| "loss": 0.7573, | |
| "step": 1690 | |
| }, | |
| { | |
| "epoch": 2.87, | |
| "learning_rate": 4.755944931163955e-06, | |
| "loss": 0.7043, | |
| "step": 1700 | |
| }, | |
| { | |
| "epoch": 2.89, | |
| "learning_rate": 4.130162703379224e-06, | |
| "loss": 0.7396, | |
| "step": 1710 | |
| }, | |
| { | |
| "epoch": 2.91, | |
| "learning_rate": 3.5043804755944933e-06, | |
| "loss": 0.7728, | |
| "step": 1720 | |
| }, | |
| { | |
| "epoch": 2.92, | |
| "learning_rate": 2.878598247809762e-06, | |
| "loss": 0.7644, | |
| "step": 1730 | |
| }, | |
| { | |
| "epoch": 2.94, | |
| "learning_rate": 2.252816020025031e-06, | |
| "loss": 0.6983, | |
| "step": 1740 | |
| }, | |
| { | |
| "epoch": 2.96, | |
| "learning_rate": 1.6270337922403005e-06, | |
| "loss": 0.7628, | |
| "step": 1750 | |
| }, | |
| { | |
| "epoch": 2.97, | |
| "learning_rate": 1.0012515644555696e-06, | |
| "loss": 0.7555, | |
| "step": 1760 | |
| }, | |
| { | |
| "epoch": 2.99, | |
| "learning_rate": 3.7546933667083854e-07, | |
| "loss": 0.845, | |
| "step": 1770 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.8846732673267327, | |
| "eval_loss": 0.406309574842453, | |
| "eval_runtime": 405.6983, | |
| "eval_samples_per_second": 62.238, | |
| "eval_steps_per_second": 1.947, | |
| "step": 1776 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "step": 1776, | |
| "total_flos": 1.3145617489821696e+19, | |
| "train_loss": 1.3120955138861596, | |
| "train_runtime": 9658.6122, | |
| "train_samples_per_second": 23.528, | |
| "train_steps_per_second": 0.184 | |
| } | |
| ], | |
| "logging_steps": 10, | |
| "max_steps": 1776, | |
| "num_train_epochs": 3, | |
| "save_steps": 500, | |
| "total_flos": 1.3145617489821696e+19, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |