| { | |
| "best_metric": 40.74074074074074, | |
| "best_model_checkpoint": "all_lang_models/malayalam_models/whisper-medium-ml_alldata_multigpu/checkpoint-4300", | |
| "epoch": 3.437250199840128, | |
| "global_step": 4300, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.01, | |
| "learning_rate": 2.2570200577939087e-06, | |
| "loss": 2.8955, | |
| "step": 10 | |
| }, | |
| { | |
| "epoch": 0.02, | |
| "learning_rate": 5.269504270732932e-06, | |
| "loss": 1.5027, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 0.02, | |
| "learning_rate": 6.44164771270531e-06, | |
| "loss": 0.9079, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 0.03, | |
| "learning_rate": 7.1833237074248565e-06, | |
| "loss": 0.5788, | |
| "step": 40 | |
| }, | |
| { | |
| "epoch": 0.04, | |
| "learning_rate": 7.727115553011708e-06, | |
| "loss": 0.4256, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 0.05, | |
| "learning_rate": 8.156679637224794e-06, | |
| "loss": 0.3371, | |
| "step": 60 | |
| }, | |
| { | |
| "epoch": 0.06, | |
| "learning_rate": 8.511772784687228e-06, | |
| "loss": 0.284, | |
| "step": 70 | |
| }, | |
| { | |
| "epoch": 0.06, | |
| "learning_rate": 8.814440832045515e-06, | |
| "loss": 0.236, | |
| "step": 80 | |
| }, | |
| { | |
| "epoch": 0.07, | |
| "learning_rate": 9.078190720115011e-06, | |
| "loss": 0.2057, | |
| "step": 90 | |
| }, | |
| { | |
| "epoch": 0.08, | |
| "learning_rate": 9.311900181269438e-06, | |
| "loss": 0.1893, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 0.08, | |
| "eval_loss": 0.1680908203125, | |
| "eval_runtime": 263.3879, | |
| "eval_samples_per_second": 6.709, | |
| "eval_steps_per_second": 0.053, | |
| "eval_wer": 67.26838883701629, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 0.09, | |
| "learning_rate": 9.521717895177596e-06, | |
| "loss": 0.1751, | |
| "step": 110 | |
| }, | |
| { | |
| "epoch": 0.1, | |
| "learning_rate": 9.712078808748597e-06, | |
| "loss": 0.1651, | |
| "step": 120 | |
| }, | |
| { | |
| "epoch": 0.1, | |
| "learning_rate": 9.886287204237489e-06, | |
| "loss": 0.1528, | |
| "step": 130 | |
| }, | |
| { | |
| "epoch": 0.11, | |
| "learning_rate": 9.998445998446e-06, | |
| "loss": 0.1467, | |
| "step": 140 | |
| }, | |
| { | |
| "epoch": 0.12, | |
| "learning_rate": 9.990675990675992e-06, | |
| "loss": 0.1394, | |
| "step": 150 | |
| }, | |
| { | |
| "epoch": 0.13, | |
| "learning_rate": 9.982905982905984e-06, | |
| "loss": 0.1352, | |
| "step": 160 | |
| }, | |
| { | |
| "epoch": 0.14, | |
| "learning_rate": 9.975135975135975e-06, | |
| "loss": 0.1306, | |
| "step": 170 | |
| }, | |
| { | |
| "epoch": 0.14, | |
| "learning_rate": 9.967365967365968e-06, | |
| "loss": 0.1257, | |
| "step": 180 | |
| }, | |
| { | |
| "epoch": 0.15, | |
| "learning_rate": 9.95959595959596e-06, | |
| "loss": 0.1251, | |
| "step": 190 | |
| }, | |
| { | |
| "epoch": 0.16, | |
| "learning_rate": 9.951825951825953e-06, | |
| "loss": 0.1207, | |
| "step": 200 | |
| }, | |
| { | |
| "epoch": 0.16, | |
| "eval_loss": 0.109130859375, | |
| "eval_runtime": 257.5203, | |
| "eval_samples_per_second": 6.862, | |
| "eval_steps_per_second": 0.054, | |
| "eval_wer": 57.37109658678287, | |
| "step": 200 | |
| }, | |
| { | |
| "epoch": 0.17, | |
| "learning_rate": 9.944055944055945e-06, | |
| "loss": 0.1169, | |
| "step": 210 | |
| }, | |
| { | |
| "epoch": 0.18, | |
| "learning_rate": 9.936285936285938e-06, | |
| "loss": 0.1128, | |
| "step": 220 | |
| }, | |
| { | |
| "epoch": 0.18, | |
| "learning_rate": 9.928515928515929e-06, | |
| "loss": 0.1114, | |
| "step": 230 | |
| }, | |
| { | |
| "epoch": 0.19, | |
| "learning_rate": 9.920745920745921e-06, | |
| "loss": 0.1105, | |
| "step": 240 | |
| }, | |
| { | |
| "epoch": 0.2, | |
| "learning_rate": 9.912975912975914e-06, | |
| "loss": 0.1099, | |
| "step": 250 | |
| }, | |
| { | |
| "epoch": 0.21, | |
| "learning_rate": 9.905205905205906e-06, | |
| "loss": 0.1074, | |
| "step": 260 | |
| }, | |
| { | |
| "epoch": 0.22, | |
| "learning_rate": 9.897435897435899e-06, | |
| "loss": 0.1039, | |
| "step": 270 | |
| }, | |
| { | |
| "epoch": 0.22, | |
| "learning_rate": 9.88966588966589e-06, | |
| "loss": 0.1027, | |
| "step": 280 | |
| }, | |
| { | |
| "epoch": 0.23, | |
| "learning_rate": 9.881895881895884e-06, | |
| "loss": 0.1014, | |
| "step": 290 | |
| }, | |
| { | |
| "epoch": 0.24, | |
| "learning_rate": 9.874125874125875e-06, | |
| "loss": 0.1023, | |
| "step": 300 | |
| }, | |
| { | |
| "epoch": 0.24, | |
| "eval_loss": 0.0926513671875, | |
| "eval_runtime": 253.7805, | |
| "eval_samples_per_second": 6.963, | |
| "eval_steps_per_second": 0.055, | |
| "eval_wer": 52.78037140782239, | |
| "step": 300 | |
| }, | |
| { | |
| "epoch": 0.25, | |
| "learning_rate": 9.866355866355867e-06, | |
| "loss": 0.0984, | |
| "step": 310 | |
| }, | |
| { | |
| "epoch": 0.26, | |
| "learning_rate": 9.85858585858586e-06, | |
| "loss": 0.1005, | |
| "step": 320 | |
| }, | |
| { | |
| "epoch": 0.26, | |
| "learning_rate": 9.85081585081585e-06, | |
| "loss": 0.0949, | |
| "step": 330 | |
| }, | |
| { | |
| "epoch": 0.27, | |
| "learning_rate": 9.843045843045845e-06, | |
| "loss": 0.0942, | |
| "step": 340 | |
| }, | |
| { | |
| "epoch": 0.28, | |
| "learning_rate": 9.835275835275836e-06, | |
| "loss": 0.0942, | |
| "step": 350 | |
| }, | |
| { | |
| "epoch": 0.29, | |
| "learning_rate": 9.827505827505828e-06, | |
| "loss": 0.0926, | |
| "step": 360 | |
| }, | |
| { | |
| "epoch": 0.3, | |
| "learning_rate": 9.81973581973582e-06, | |
| "loss": 0.0903, | |
| "step": 370 | |
| }, | |
| { | |
| "epoch": 0.3, | |
| "learning_rate": 9.811965811965812e-06, | |
| "loss": 0.0875, | |
| "step": 380 | |
| }, | |
| { | |
| "epoch": 0.31, | |
| "learning_rate": 9.804195804195806e-06, | |
| "loss": 0.0908, | |
| "step": 390 | |
| }, | |
| { | |
| "epoch": 0.32, | |
| "learning_rate": 9.796425796425797e-06, | |
| "loss": 0.0927, | |
| "step": 400 | |
| }, | |
| { | |
| "epoch": 0.32, | |
| "eval_loss": 0.083740234375, | |
| "eval_runtime": 234.5774, | |
| "eval_samples_per_second": 7.533, | |
| "eval_steps_per_second": 0.06, | |
| "eval_wer": 52.137151156758996, | |
| "step": 400 | |
| }, | |
| { | |
| "epoch": 0.33, | |
| "learning_rate": 9.788655788655789e-06, | |
| "loss": 0.0893, | |
| "step": 410 | |
| }, | |
| { | |
| "epoch": 0.34, | |
| "learning_rate": 9.780885780885782e-06, | |
| "loss": 0.089, | |
| "step": 420 | |
| }, | |
| { | |
| "epoch": 0.34, | |
| "learning_rate": 9.773115773115774e-06, | |
| "loss": 0.0865, | |
| "step": 430 | |
| }, | |
| { | |
| "epoch": 0.35, | |
| "learning_rate": 9.765345765345767e-06, | |
| "loss": 0.0868, | |
| "step": 440 | |
| }, | |
| { | |
| "epoch": 0.36, | |
| "learning_rate": 9.757575757575758e-06, | |
| "loss": 0.0844, | |
| "step": 450 | |
| }, | |
| { | |
| "epoch": 0.37, | |
| "learning_rate": 9.74980574980575e-06, | |
| "loss": 0.082, | |
| "step": 460 | |
| }, | |
| { | |
| "epoch": 0.38, | |
| "learning_rate": 9.742035742035743e-06, | |
| "loss": 0.0824, | |
| "step": 470 | |
| }, | |
| { | |
| "epoch": 0.38, | |
| "learning_rate": 9.734265734265735e-06, | |
| "loss": 0.0828, | |
| "step": 480 | |
| }, | |
| { | |
| "epoch": 0.39, | |
| "learning_rate": 9.726495726495728e-06, | |
| "loss": 0.0779, | |
| "step": 490 | |
| }, | |
| { | |
| "epoch": 0.4, | |
| "learning_rate": 9.71872571872572e-06, | |
| "loss": 0.0787, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 0.4, | |
| "eval_loss": 0.0709228515625, | |
| "eval_runtime": 462.1459, | |
| "eval_samples_per_second": 3.823, | |
| "eval_steps_per_second": 0.03, | |
| "eval_wer": 48.49569457412595, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 0.41, | |
| "learning_rate": 9.710955710955711e-06, | |
| "loss": 0.077, | |
| "step": 510 | |
| }, | |
| { | |
| "epoch": 0.42, | |
| "learning_rate": 9.703185703185704e-06, | |
| "loss": 0.0751, | |
| "step": 520 | |
| }, | |
| { | |
| "epoch": 0.42, | |
| "learning_rate": 9.695415695415696e-06, | |
| "loss": 0.0764, | |
| "step": 530 | |
| }, | |
| { | |
| "epoch": 0.43, | |
| "learning_rate": 9.687645687645689e-06, | |
| "loss": 0.076, | |
| "step": 540 | |
| }, | |
| { | |
| "epoch": 0.44, | |
| "learning_rate": 9.679875679875681e-06, | |
| "loss": 0.0724, | |
| "step": 550 | |
| }, | |
| { | |
| "epoch": 0.45, | |
| "learning_rate": 9.672105672105672e-06, | |
| "loss": 0.0719, | |
| "step": 560 | |
| }, | |
| { | |
| "epoch": 0.46, | |
| "learning_rate": 9.664335664335666e-06, | |
| "loss": 0.0707, | |
| "step": 570 | |
| }, | |
| { | |
| "epoch": 0.46, | |
| "learning_rate": 9.656565656565657e-06, | |
| "loss": 0.0711, | |
| "step": 580 | |
| }, | |
| { | |
| "epoch": 0.47, | |
| "learning_rate": 9.64879564879565e-06, | |
| "loss": 0.0672, | |
| "step": 590 | |
| }, | |
| { | |
| "epoch": 0.48, | |
| "learning_rate": 9.641025641025642e-06, | |
| "loss": 0.0705, | |
| "step": 600 | |
| }, | |
| { | |
| "epoch": 0.48, | |
| "eval_loss": 0.06500244140625, | |
| "eval_runtime": 298.2114, | |
| "eval_samples_per_second": 5.925, | |
| "eval_steps_per_second": 0.047, | |
| "eval_wer": 49.71470069509285, | |
| "step": 600 | |
| }, | |
| { | |
| "epoch": 0.49, | |
| "learning_rate": 9.633255633255633e-06, | |
| "loss": 0.0696, | |
| "step": 610 | |
| }, | |
| { | |
| "epoch": 0.5, | |
| "learning_rate": 9.625485625485627e-06, | |
| "loss": 0.066, | |
| "step": 620 | |
| }, | |
| { | |
| "epoch": 0.5, | |
| "learning_rate": 9.617715617715618e-06, | |
| "loss": 0.0657, | |
| "step": 630 | |
| }, | |
| { | |
| "epoch": 0.51, | |
| "learning_rate": 9.60994560994561e-06, | |
| "loss": 0.0646, | |
| "step": 640 | |
| }, | |
| { | |
| "epoch": 0.52, | |
| "learning_rate": 9.602175602175603e-06, | |
| "loss": 0.0657, | |
| "step": 650 | |
| }, | |
| { | |
| "epoch": 0.53, | |
| "learning_rate": 9.594405594405596e-06, | |
| "loss": 0.0662, | |
| "step": 660 | |
| }, | |
| { | |
| "epoch": 0.54, | |
| "learning_rate": 9.586635586635588e-06, | |
| "loss": 0.064, | |
| "step": 670 | |
| }, | |
| { | |
| "epoch": 0.54, | |
| "learning_rate": 9.578865578865579e-06, | |
| "loss": 0.0663, | |
| "step": 680 | |
| }, | |
| { | |
| "epoch": 0.55, | |
| "learning_rate": 9.571095571095571e-06, | |
| "loss": 0.0626, | |
| "step": 690 | |
| }, | |
| { | |
| "epoch": 0.56, | |
| "learning_rate": 9.563325563325564e-06, | |
| "loss": 0.0652, | |
| "step": 700 | |
| }, | |
| { | |
| "epoch": 0.56, | |
| "eval_loss": 0.05706787109375, | |
| "eval_runtime": 274.4365, | |
| "eval_samples_per_second": 6.439, | |
| "eval_steps_per_second": 0.051, | |
| "eval_wer": 46.70090258325553, | |
| "step": 700 | |
| }, | |
| { | |
| "epoch": 0.57, | |
| "learning_rate": 9.555555555555556e-06, | |
| "loss": 0.0626, | |
| "step": 710 | |
| }, | |
| { | |
| "epoch": 0.58, | |
| "learning_rate": 9.547785547785549e-06, | |
| "loss": 0.063, | |
| "step": 720 | |
| }, | |
| { | |
| "epoch": 0.58, | |
| "learning_rate": 9.54001554001554e-06, | |
| "loss": 0.0631, | |
| "step": 730 | |
| }, | |
| { | |
| "epoch": 0.59, | |
| "learning_rate": 9.532245532245532e-06, | |
| "loss": 0.0656, | |
| "step": 740 | |
| }, | |
| { | |
| "epoch": 0.6, | |
| "learning_rate": 9.524475524475525e-06, | |
| "loss": 0.0639, | |
| "step": 750 | |
| }, | |
| { | |
| "epoch": 0.61, | |
| "learning_rate": 9.516705516705517e-06, | |
| "loss": 0.0605, | |
| "step": 760 | |
| }, | |
| { | |
| "epoch": 0.62, | |
| "learning_rate": 9.50893550893551e-06, | |
| "loss": 0.0636, | |
| "step": 770 | |
| }, | |
| { | |
| "epoch": 0.62, | |
| "learning_rate": 9.501165501165502e-06, | |
| "loss": 0.0627, | |
| "step": 780 | |
| }, | |
| { | |
| "epoch": 0.63, | |
| "learning_rate": 9.493395493395493e-06, | |
| "loss": 0.0608, | |
| "step": 790 | |
| }, | |
| { | |
| "epoch": 0.64, | |
| "learning_rate": 9.485625485625486e-06, | |
| "loss": 0.0609, | |
| "step": 800 | |
| }, | |
| { | |
| "epoch": 0.64, | |
| "eval_loss": 0.054962158203125, | |
| "eval_runtime": 249.9581, | |
| "eval_samples_per_second": 7.069, | |
| "eval_steps_per_second": 0.056, | |
| "eval_wer": 46.04730781201369, | |
| "step": 800 | |
| }, | |
| { | |
| "epoch": 0.65, | |
| "learning_rate": 9.477855477855478e-06, | |
| "loss": 0.0605, | |
| "step": 810 | |
| }, | |
| { | |
| "epoch": 0.66, | |
| "learning_rate": 9.470085470085471e-06, | |
| "loss": 0.0607, | |
| "step": 820 | |
| }, | |
| { | |
| "epoch": 0.66, | |
| "learning_rate": 9.462315462315463e-06, | |
| "loss": 0.06, | |
| "step": 830 | |
| }, | |
| { | |
| "epoch": 0.67, | |
| "learning_rate": 9.454545454545456e-06, | |
| "loss": 0.0613, | |
| "step": 840 | |
| }, | |
| { | |
| "epoch": 0.68, | |
| "learning_rate": 9.446775446775448e-06, | |
| "loss": 0.0613, | |
| "step": 850 | |
| }, | |
| { | |
| "epoch": 0.69, | |
| "learning_rate": 9.43900543900544e-06, | |
| "loss": 0.0605, | |
| "step": 860 | |
| }, | |
| { | |
| "epoch": 0.7, | |
| "learning_rate": 9.431235431235432e-06, | |
| "loss": 0.0608, | |
| "step": 870 | |
| }, | |
| { | |
| "epoch": 0.7, | |
| "learning_rate": 9.423465423465424e-06, | |
| "loss": 0.0603, | |
| "step": 880 | |
| }, | |
| { | |
| "epoch": 0.71, | |
| "learning_rate": 9.415695415695417e-06, | |
| "loss": 0.0603, | |
| "step": 890 | |
| }, | |
| { | |
| "epoch": 0.72, | |
| "learning_rate": 9.40792540792541e-06, | |
| "loss": 0.0596, | |
| "step": 900 | |
| }, | |
| { | |
| "epoch": 0.72, | |
| "eval_loss": 0.05279541015625, | |
| "eval_runtime": 251.267, | |
| "eval_samples_per_second": 7.032, | |
| "eval_steps_per_second": 0.056, | |
| "eval_wer": 45.71013590621434, | |
| "step": 900 | |
| }, | |
| { | |
| "epoch": 0.73, | |
| "learning_rate": 9.4001554001554e-06, | |
| "loss": 0.059, | |
| "step": 910 | |
| }, | |
| { | |
| "epoch": 0.74, | |
| "learning_rate": 9.392385392385393e-06, | |
| "loss": 0.0576, | |
| "step": 920 | |
| }, | |
| { | |
| "epoch": 0.74, | |
| "learning_rate": 9.384615384615385e-06, | |
| "loss": 0.0569, | |
| "step": 930 | |
| }, | |
| { | |
| "epoch": 0.75, | |
| "learning_rate": 9.376845376845378e-06, | |
| "loss": 0.0592, | |
| "step": 940 | |
| }, | |
| { | |
| "epoch": 0.76, | |
| "learning_rate": 9.36907536907537e-06, | |
| "loss": 0.0577, | |
| "step": 950 | |
| }, | |
| { | |
| "epoch": 0.77, | |
| "learning_rate": 9.361305361305361e-06, | |
| "loss": 0.0588, | |
| "step": 960 | |
| }, | |
| { | |
| "epoch": 0.78, | |
| "learning_rate": 9.353535353535354e-06, | |
| "loss": 0.0575, | |
| "step": 970 | |
| }, | |
| { | |
| "epoch": 0.78, | |
| "learning_rate": 9.345765345765346e-06, | |
| "loss": 0.0555, | |
| "step": 980 | |
| }, | |
| { | |
| "epoch": 0.79, | |
| "learning_rate": 9.337995337995339e-06, | |
| "loss": 0.0562, | |
| "step": 990 | |
| }, | |
| { | |
| "epoch": 0.8, | |
| "learning_rate": 9.330225330225331e-06, | |
| "loss": 0.0571, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 0.8, | |
| "eval_loss": 0.0517578125, | |
| "eval_runtime": 253.3077, | |
| "eval_samples_per_second": 6.976, | |
| "eval_steps_per_second": 0.055, | |
| "eval_wer": 45.57526714389459, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 0.81, | |
| "learning_rate": 9.322455322455322e-06, | |
| "loss": 0.058, | |
| "step": 1010 | |
| }, | |
| { | |
| "epoch": 0.82, | |
| "learning_rate": 9.314685314685316e-06, | |
| "loss": 0.057, | |
| "step": 1020 | |
| }, | |
| { | |
| "epoch": 0.82, | |
| "learning_rate": 9.306915306915307e-06, | |
| "loss": 0.0559, | |
| "step": 1030 | |
| }, | |
| { | |
| "epoch": 0.83, | |
| "learning_rate": 9.2991452991453e-06, | |
| "loss": 0.0574, | |
| "step": 1040 | |
| }, | |
| { | |
| "epoch": 0.84, | |
| "learning_rate": 9.291375291375292e-06, | |
| "loss": 0.0563, | |
| "step": 1050 | |
| }, | |
| { | |
| "epoch": 0.85, | |
| "learning_rate": 9.283605283605285e-06, | |
| "loss": 0.0581, | |
| "step": 1060 | |
| }, | |
| { | |
| "epoch": 0.86, | |
| "learning_rate": 9.275835275835277e-06, | |
| "loss": 0.056, | |
| "step": 1070 | |
| }, | |
| { | |
| "epoch": 0.86, | |
| "learning_rate": 9.268065268065268e-06, | |
| "loss": 0.0588, | |
| "step": 1080 | |
| }, | |
| { | |
| "epoch": 0.87, | |
| "learning_rate": 9.26029526029526e-06, | |
| "loss": 0.0556, | |
| "step": 1090 | |
| }, | |
| { | |
| "epoch": 0.88, | |
| "learning_rate": 9.252525252525253e-06, | |
| "loss": 0.0552, | |
| "step": 1100 | |
| }, | |
| { | |
| "epoch": 0.88, | |
| "eval_loss": 0.05047607421875, | |
| "eval_runtime": 254.3246, | |
| "eval_samples_per_second": 6.948, | |
| "eval_steps_per_second": 0.055, | |
| "eval_wer": 44.35626102292769, | |
| "step": 1100 | |
| }, | |
| { | |
| "epoch": 0.89, | |
| "learning_rate": 9.244755244755246e-06, | |
| "loss": 0.057, | |
| "step": 1110 | |
| }, | |
| { | |
| "epoch": 0.9, | |
| "learning_rate": 9.236985236985238e-06, | |
| "loss": 0.0555, | |
| "step": 1120 | |
| }, | |
| { | |
| "epoch": 0.9, | |
| "learning_rate": 9.22921522921523e-06, | |
| "loss": 0.0551, | |
| "step": 1130 | |
| }, | |
| { | |
| "epoch": 0.91, | |
| "learning_rate": 9.221445221445222e-06, | |
| "loss": 0.0555, | |
| "step": 1140 | |
| }, | |
| { | |
| "epoch": 0.92, | |
| "learning_rate": 9.213675213675214e-06, | |
| "loss": 0.0541, | |
| "step": 1150 | |
| }, | |
| { | |
| "epoch": 0.93, | |
| "learning_rate": 9.205905205905207e-06, | |
| "loss": 0.0555, | |
| "step": 1160 | |
| }, | |
| { | |
| "epoch": 0.94, | |
| "learning_rate": 9.1981351981352e-06, | |
| "loss": 0.0538, | |
| "step": 1170 | |
| }, | |
| { | |
| "epoch": 0.94, | |
| "learning_rate": 9.190365190365192e-06, | |
| "loss": 0.0545, | |
| "step": 1180 | |
| }, | |
| { | |
| "epoch": 0.95, | |
| "learning_rate": 9.182595182595183e-06, | |
| "loss": 0.0536, | |
| "step": 1190 | |
| }, | |
| { | |
| "epoch": 0.96, | |
| "learning_rate": 9.174825174825177e-06, | |
| "loss": 0.0523, | |
| "step": 1200 | |
| }, | |
| { | |
| "epoch": 0.96, | |
| "eval_loss": 0.0498046875, | |
| "eval_runtime": 259.5919, | |
| "eval_samples_per_second": 6.807, | |
| "eval_steps_per_second": 0.054, | |
| "eval_wer": 44.16951965971574, | |
| "step": 1200 | |
| }, | |
| { | |
| "epoch": 0.97, | |
| "learning_rate": 9.167055167055168e-06, | |
| "loss": 0.055, | |
| "step": 1210 | |
| }, | |
| { | |
| "epoch": 0.98, | |
| "learning_rate": 9.15928515928516e-06, | |
| "loss": 0.0536, | |
| "step": 1220 | |
| }, | |
| { | |
| "epoch": 0.98, | |
| "learning_rate": 9.151515151515153e-06, | |
| "loss": 0.0543, | |
| "step": 1230 | |
| }, | |
| { | |
| "epoch": 0.99, | |
| "learning_rate": 9.143745143745144e-06, | |
| "loss": 0.053, | |
| "step": 1240 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "learning_rate": 9.135975135975138e-06, | |
| "loss": 0.0549, | |
| "step": 1250 | |
| }, | |
| { | |
| "epoch": 1.01, | |
| "learning_rate": 9.128205128205129e-06, | |
| "loss": 0.0502, | |
| "step": 1260 | |
| }, | |
| { | |
| "epoch": 1.02, | |
| "learning_rate": 9.120435120435121e-06, | |
| "loss": 0.0491, | |
| "step": 1270 | |
| }, | |
| { | |
| "epoch": 1.02, | |
| "learning_rate": 9.112665112665114e-06, | |
| "loss": 0.0466, | |
| "step": 1280 | |
| }, | |
| { | |
| "epoch": 1.03, | |
| "learning_rate": 9.104895104895104e-06, | |
| "loss": 0.0479, | |
| "step": 1290 | |
| }, | |
| { | |
| "epoch": 1.04, | |
| "learning_rate": 9.097125097125099e-06, | |
| "loss": 0.048, | |
| "step": 1300 | |
| }, | |
| { | |
| "epoch": 1.04, | |
| "eval_loss": 0.04876708984375, | |
| "eval_runtime": 298.9142, | |
| "eval_samples_per_second": 5.911, | |
| "eval_steps_per_second": 0.047, | |
| "eval_wer": 43.83234775391638, | |
| "step": 1300 | |
| }, | |
| { | |
| "epoch": 1.05, | |
| "learning_rate": 9.08935508935509e-06, | |
| "loss": 0.0478, | |
| "step": 1310 | |
| }, | |
| { | |
| "epoch": 1.06, | |
| "learning_rate": 9.081585081585082e-06, | |
| "loss": 0.0475, | |
| "step": 1320 | |
| }, | |
| { | |
| "epoch": 1.06, | |
| "learning_rate": 9.073815073815075e-06, | |
| "loss": 0.0491, | |
| "step": 1330 | |
| }, | |
| { | |
| "epoch": 1.07, | |
| "learning_rate": 9.066045066045067e-06, | |
| "loss": 0.0489, | |
| "step": 1340 | |
| }, | |
| { | |
| "epoch": 1.08, | |
| "learning_rate": 9.05827505827506e-06, | |
| "loss": 0.048, | |
| "step": 1350 | |
| }, | |
| { | |
| "epoch": 1.09, | |
| "learning_rate": 9.050505050505052e-06, | |
| "loss": 0.0483, | |
| "step": 1360 | |
| }, | |
| { | |
| "epoch": 1.1, | |
| "learning_rate": 9.042735042735043e-06, | |
| "loss": 0.0478, | |
| "step": 1370 | |
| }, | |
| { | |
| "epoch": 1.1, | |
| "learning_rate": 9.034965034965036e-06, | |
| "loss": 0.0473, | |
| "step": 1380 | |
| }, | |
| { | |
| "epoch": 1.11, | |
| "learning_rate": 9.027195027195028e-06, | |
| "loss": 0.0473, | |
| "step": 1390 | |
| }, | |
| { | |
| "epoch": 1.12, | |
| "learning_rate": 9.01942501942502e-06, | |
| "loss": 0.0467, | |
| "step": 1400 | |
| }, | |
| { | |
| "epoch": 1.12, | |
| "eval_loss": 0.0482177734375, | |
| "eval_runtime": 293.889, | |
| "eval_samples_per_second": 6.012, | |
| "eval_steps_per_second": 0.048, | |
| "eval_wer": 43.30843448490507, | |
| "step": 1400 | |
| }, | |
| { | |
| "epoch": 1.13, | |
| "learning_rate": 9.011655011655013e-06, | |
| "loss": 0.0466, | |
| "step": 1410 | |
| }, | |
| { | |
| "epoch": 1.14, | |
| "learning_rate": 9.003885003885004e-06, | |
| "loss": 0.0476, | |
| "step": 1420 | |
| }, | |
| { | |
| "epoch": 1.14, | |
| "learning_rate": 8.996114996114998e-06, | |
| "loss": 0.0486, | |
| "step": 1430 | |
| }, | |
| { | |
| "epoch": 1.15, | |
| "learning_rate": 8.988344988344989e-06, | |
| "loss": 0.0472, | |
| "step": 1440 | |
| }, | |
| { | |
| "epoch": 1.16, | |
| "learning_rate": 8.980574980574982e-06, | |
| "loss": 0.046, | |
| "step": 1450 | |
| }, | |
| { | |
| "epoch": 1.17, | |
| "learning_rate": 8.972804972804974e-06, | |
| "loss": 0.049, | |
| "step": 1460 | |
| }, | |
| { | |
| "epoch": 1.18, | |
| "learning_rate": 8.965034965034965e-06, | |
| "loss": 0.047, | |
| "step": 1470 | |
| }, | |
| { | |
| "epoch": 1.18, | |
| "learning_rate": 8.957264957264959e-06, | |
| "loss": 0.0479, | |
| "step": 1480 | |
| }, | |
| { | |
| "epoch": 1.19, | |
| "learning_rate": 8.94949494949495e-06, | |
| "loss": 0.0475, | |
| "step": 1490 | |
| }, | |
| { | |
| "epoch": 1.2, | |
| "learning_rate": 8.941724941724942e-06, | |
| "loss": 0.048, | |
| "step": 1500 | |
| }, | |
| { | |
| "epoch": 1.2, | |
| "eval_loss": 0.04736328125, | |
| "eval_runtime": 285.6961, | |
| "eval_samples_per_second": 6.185, | |
| "eval_steps_per_second": 0.049, | |
| "eval_wer": 43.215063803299095, | |
| "step": 1500 | |
| }, | |
| { | |
| "epoch": 1.21, | |
| "learning_rate": 8.933954933954935e-06, | |
| "loss": 0.0468, | |
| "step": 1510 | |
| }, | |
| { | |
| "epoch": 1.22, | |
| "learning_rate": 8.926184926184926e-06, | |
| "loss": 0.0489, | |
| "step": 1520 | |
| }, | |
| { | |
| "epoch": 1.22, | |
| "learning_rate": 8.91841491841492e-06, | |
| "loss": 0.0461, | |
| "step": 1530 | |
| }, | |
| { | |
| "epoch": 1.23, | |
| "learning_rate": 8.910644910644911e-06, | |
| "loss": 0.0485, | |
| "step": 1540 | |
| }, | |
| { | |
| "epoch": 1.24, | |
| "learning_rate": 8.902874902874903e-06, | |
| "loss": 0.0471, | |
| "step": 1550 | |
| }, | |
| { | |
| "epoch": 1.25, | |
| "learning_rate": 8.895104895104896e-06, | |
| "loss": 0.0484, | |
| "step": 1560 | |
| }, | |
| { | |
| "epoch": 1.25, | |
| "learning_rate": 8.887334887334888e-06, | |
| "loss": 0.0472, | |
| "step": 1570 | |
| }, | |
| { | |
| "epoch": 1.26, | |
| "learning_rate": 8.879564879564881e-06, | |
| "loss": 0.0475, | |
| "step": 1580 | |
| }, | |
| { | |
| "epoch": 1.27, | |
| "learning_rate": 8.871794871794872e-06, | |
| "loss": 0.0463, | |
| "step": 1590 | |
| }, | |
| { | |
| "epoch": 1.28, | |
| "learning_rate": 8.864024864024864e-06, | |
| "loss": 0.0469, | |
| "step": 1600 | |
| }, | |
| { | |
| "epoch": 1.28, | |
| "eval_loss": 0.046783447265625, | |
| "eval_runtime": 283.6885, | |
| "eval_samples_per_second": 6.229, | |
| "eval_steps_per_second": 0.049, | |
| "eval_wer": 43.266936404191306, | |
| "step": 1600 | |
| }, | |
| { | |
| "epoch": 1.29, | |
| "learning_rate": 8.856254856254857e-06, | |
| "loss": 0.0458, | |
| "step": 1610 | |
| }, | |
| { | |
| "epoch": 1.29, | |
| "learning_rate": 8.84848484848485e-06, | |
| "loss": 0.0467, | |
| "step": 1620 | |
| }, | |
| { | |
| "epoch": 1.3, | |
| "learning_rate": 8.840714840714842e-06, | |
| "loss": 0.0469, | |
| "step": 1630 | |
| }, | |
| { | |
| "epoch": 1.31, | |
| "learning_rate": 8.832944832944835e-06, | |
| "loss": 0.0473, | |
| "step": 1640 | |
| }, | |
| { | |
| "epoch": 1.32, | |
| "learning_rate": 8.825174825174825e-06, | |
| "loss": 0.0457, | |
| "step": 1650 | |
| }, | |
| { | |
| "epoch": 1.33, | |
| "learning_rate": 8.817404817404818e-06, | |
| "loss": 0.0461, | |
| "step": 1660 | |
| }, | |
| { | |
| "epoch": 1.33, | |
| "learning_rate": 8.80963480963481e-06, | |
| "loss": 0.0472, | |
| "step": 1670 | |
| }, | |
| { | |
| "epoch": 1.34, | |
| "learning_rate": 8.801864801864803e-06, | |
| "loss": 0.0463, | |
| "step": 1680 | |
| }, | |
| { | |
| "epoch": 1.35, | |
| "learning_rate": 8.794094794094795e-06, | |
| "loss": 0.047, | |
| "step": 1690 | |
| }, | |
| { | |
| "epoch": 1.36, | |
| "learning_rate": 8.786324786324786e-06, | |
| "loss": 0.0481, | |
| "step": 1700 | |
| }, | |
| { | |
| "epoch": 1.36, | |
| "eval_loss": 0.046112060546875, | |
| "eval_runtime": 276.946, | |
| "eval_samples_per_second": 6.38, | |
| "eval_steps_per_second": 0.051, | |
| "eval_wer": 43.266936404191306, | |
| "step": 1700 | |
| }, | |
| { | |
| "epoch": 1.37, | |
| "learning_rate": 8.77855477855478e-06, | |
| "loss": 0.0479, | |
| "step": 1710 | |
| }, | |
| { | |
| "epoch": 1.37, | |
| "learning_rate": 8.770784770784771e-06, | |
| "loss": 0.048, | |
| "step": 1720 | |
| }, | |
| { | |
| "epoch": 1.38, | |
| "learning_rate": 8.763014763014764e-06, | |
| "loss": 0.0461, | |
| "step": 1730 | |
| }, | |
| { | |
| "epoch": 1.39, | |
| "learning_rate": 8.755244755244756e-06, | |
| "loss": 0.0451, | |
| "step": 1740 | |
| }, | |
| { | |
| "epoch": 1.4, | |
| "learning_rate": 8.747474747474747e-06, | |
| "loss": 0.0471, | |
| "step": 1750 | |
| }, | |
| { | |
| "epoch": 1.41, | |
| "learning_rate": 8.739704739704741e-06, | |
| "loss": 0.046, | |
| "step": 1760 | |
| }, | |
| { | |
| "epoch": 1.41, | |
| "learning_rate": 8.731934731934732e-06, | |
| "loss": 0.0466, | |
| "step": 1770 | |
| }, | |
| { | |
| "epoch": 1.42, | |
| "learning_rate": 8.724164724164725e-06, | |
| "loss": 0.0474, | |
| "step": 1780 | |
| }, | |
| { | |
| "epoch": 1.43, | |
| "learning_rate": 8.716394716394717e-06, | |
| "loss": 0.0458, | |
| "step": 1790 | |
| }, | |
| { | |
| "epoch": 1.44, | |
| "learning_rate": 8.708624708624708e-06, | |
| "loss": 0.0463, | |
| "step": 1800 | |
| }, | |
| { | |
| "epoch": 1.44, | |
| "eval_loss": 0.045867919921875, | |
| "eval_runtime": 262.0176, | |
| "eval_samples_per_second": 6.744, | |
| "eval_steps_per_second": 0.053, | |
| "eval_wer": 43.00238613964104, | |
| "step": 1800 | |
| }, | |
| { | |
| "epoch": 1.45, | |
| "learning_rate": 8.700854700854702e-06, | |
| "loss": 0.0459, | |
| "step": 1810 | |
| }, | |
| { | |
| "epoch": 1.45, | |
| "learning_rate": 8.693084693084693e-06, | |
| "loss": 0.0469, | |
| "step": 1820 | |
| }, | |
| { | |
| "epoch": 1.46, | |
| "learning_rate": 8.685314685314686e-06, | |
| "loss": 0.0468, | |
| "step": 1830 | |
| }, | |
| { | |
| "epoch": 1.47, | |
| "learning_rate": 8.677544677544678e-06, | |
| "loss": 0.0475, | |
| "step": 1840 | |
| }, | |
| { | |
| "epoch": 1.48, | |
| "learning_rate": 8.66977466977467e-06, | |
| "loss": 0.0473, | |
| "step": 1850 | |
| }, | |
| { | |
| "epoch": 1.49, | |
| "learning_rate": 8.662004662004663e-06, | |
| "loss": 0.0462, | |
| "step": 1860 | |
| }, | |
| { | |
| "epoch": 1.49, | |
| "learning_rate": 8.654234654234654e-06, | |
| "loss": 0.0469, | |
| "step": 1870 | |
| }, | |
| { | |
| "epoch": 1.5, | |
| "learning_rate": 8.646464646464647e-06, | |
| "loss": 0.045, | |
| "step": 1880 | |
| }, | |
| { | |
| "epoch": 1.51, | |
| "learning_rate": 8.63869463869464e-06, | |
| "loss": 0.0472, | |
| "step": 1890 | |
| }, | |
| { | |
| "epoch": 1.52, | |
| "learning_rate": 8.630924630924632e-06, | |
| "loss": 0.0462, | |
| "step": 1900 | |
| }, | |
| { | |
| "epoch": 1.52, | |
| "eval_loss": 0.045501708984375, | |
| "eval_runtime": 266.2018, | |
| "eval_samples_per_second": 6.638, | |
| "eval_steps_per_second": 0.053, | |
| "eval_wer": 43.23581284365598, | |
| "step": 1900 | |
| }, | |
| { | |
| "epoch": 1.53, | |
| "learning_rate": 8.623154623154624e-06, | |
| "loss": 0.0458, | |
| "step": 1910 | |
| }, | |
| { | |
| "epoch": 1.53, | |
| "learning_rate": 8.615384615384617e-06, | |
| "loss": 0.0457, | |
| "step": 1920 | |
| }, | |
| { | |
| "epoch": 1.54, | |
| "learning_rate": 8.607614607614608e-06, | |
| "loss": 0.046, | |
| "step": 1930 | |
| }, | |
| { | |
| "epoch": 1.55, | |
| "learning_rate": 8.5998445998446e-06, | |
| "loss": 0.0477, | |
| "step": 1940 | |
| }, | |
| { | |
| "epoch": 1.56, | |
| "learning_rate": 8.592074592074593e-06, | |
| "loss": 0.0469, | |
| "step": 1950 | |
| }, | |
| { | |
| "epoch": 1.57, | |
| "learning_rate": 8.584304584304585e-06, | |
| "loss": 0.0475, | |
| "step": 1960 | |
| }, | |
| { | |
| "epoch": 1.57, | |
| "learning_rate": 8.576534576534578e-06, | |
| "loss": 0.0461, | |
| "step": 1970 | |
| }, | |
| { | |
| "epoch": 1.58, | |
| "learning_rate": 8.568764568764569e-06, | |
| "loss": 0.0459, | |
| "step": 1980 | |
| }, | |
| { | |
| "epoch": 1.59, | |
| "learning_rate": 8.560994560994563e-06, | |
| "loss": 0.0463, | |
| "step": 1990 | |
| }, | |
| { | |
| "epoch": 1.6, | |
| "learning_rate": 8.553224553224554e-06, | |
| "loss": 0.0467, | |
| "step": 2000 | |
| }, | |
| { | |
| "epoch": 1.6, | |
| "eval_loss": 0.04486083984375, | |
| "eval_runtime": 263.6022, | |
| "eval_samples_per_second": 6.703, | |
| "eval_steps_per_second": 0.053, | |
| "eval_wer": 43.147629422139225, | |
| "step": 2000 | |
| }, | |
| { | |
| "epoch": 1.61, | |
| "learning_rate": 8.545454545454546e-06, | |
| "loss": 0.0452, | |
| "step": 2010 | |
| }, | |
| { | |
| "epoch": 1.61, | |
| "learning_rate": 8.537684537684539e-06, | |
| "loss": 0.0459, | |
| "step": 2020 | |
| }, | |
| { | |
| "epoch": 1.62, | |
| "learning_rate": 8.52991452991453e-06, | |
| "loss": 0.0461, | |
| "step": 2030 | |
| }, | |
| { | |
| "epoch": 1.63, | |
| "learning_rate": 8.522144522144524e-06, | |
| "loss": 0.0463, | |
| "step": 2040 | |
| }, | |
| { | |
| "epoch": 1.64, | |
| "learning_rate": 8.514374514374515e-06, | |
| "loss": 0.0465, | |
| "step": 2050 | |
| }, | |
| { | |
| "epoch": 1.65, | |
| "learning_rate": 8.506604506604507e-06, | |
| "loss": 0.0459, | |
| "step": 2060 | |
| }, | |
| { | |
| "epoch": 1.65, | |
| "learning_rate": 8.4988344988345e-06, | |
| "loss": 0.0452, | |
| "step": 2070 | |
| }, | |
| { | |
| "epoch": 1.66, | |
| "learning_rate": 8.49106449106449e-06, | |
| "loss": 0.0444, | |
| "step": 2080 | |
| }, | |
| { | |
| "epoch": 1.67, | |
| "learning_rate": 8.483294483294485e-06, | |
| "loss": 0.0462, | |
| "step": 2090 | |
| }, | |
| { | |
| "epoch": 1.68, | |
| "learning_rate": 8.475524475524476e-06, | |
| "loss": 0.0448, | |
| "step": 2100 | |
| }, | |
| { | |
| "epoch": 1.68, | |
| "eval_loss": 0.044464111328125, | |
| "eval_runtime": 218.3005, | |
| "eval_samples_per_second": 8.094, | |
| "eval_steps_per_second": 0.064, | |
| "eval_wer": 42.08942836393817, | |
| "step": 2100 | |
| }, | |
| { | |
| "epoch": 1.69, | |
| "learning_rate": 8.467754467754468e-06, | |
| "loss": 0.0459, | |
| "step": 2110 | |
| }, | |
| { | |
| "epoch": 1.69, | |
| "learning_rate": 8.45998445998446e-06, | |
| "loss": 0.0463, | |
| "step": 2120 | |
| }, | |
| { | |
| "epoch": 1.7, | |
| "learning_rate": 8.452214452214453e-06, | |
| "loss": 0.0461, | |
| "step": 2130 | |
| }, | |
| { | |
| "epoch": 1.71, | |
| "learning_rate": 8.444444444444446e-06, | |
| "loss": 0.0457, | |
| "step": 2140 | |
| }, | |
| { | |
| "epoch": 1.72, | |
| "learning_rate": 8.436674436674436e-06, | |
| "loss": 0.0462, | |
| "step": 2150 | |
| }, | |
| { | |
| "epoch": 1.73, | |
| "learning_rate": 8.428904428904429e-06, | |
| "loss": 0.044, | |
| "step": 2160 | |
| }, | |
| { | |
| "epoch": 1.73, | |
| "learning_rate": 8.421134421134422e-06, | |
| "loss": 0.0453, | |
| "step": 2170 | |
| }, | |
| { | |
| "epoch": 1.74, | |
| "learning_rate": 8.413364413364414e-06, | |
| "loss": 0.0469, | |
| "step": 2180 | |
| }, | |
| { | |
| "epoch": 1.75, | |
| "learning_rate": 8.405594405594407e-06, | |
| "loss": 0.0451, | |
| "step": 2190 | |
| }, | |
| { | |
| "epoch": 1.76, | |
| "learning_rate": 8.397824397824399e-06, | |
| "loss": 0.0444, | |
| "step": 2200 | |
| }, | |
| { | |
| "epoch": 1.76, | |
| "eval_loss": 0.0439453125, | |
| "eval_runtime": 243.1614, | |
| "eval_samples_per_second": 7.267, | |
| "eval_steps_per_second": 0.058, | |
| "eval_wer": 42.19317356572259, | |
| "step": 2200 | |
| }, | |
| { | |
| "epoch": 1.77, | |
| "learning_rate": 8.39005439005439e-06, | |
| "loss": 0.0446, | |
| "step": 2210 | |
| }, | |
| { | |
| "epoch": 1.77, | |
| "learning_rate": 8.382284382284382e-06, | |
| "loss": 0.0442, | |
| "step": 2220 | |
| }, | |
| { | |
| "epoch": 1.78, | |
| "learning_rate": 8.374514374514375e-06, | |
| "loss": 0.0441, | |
| "step": 2230 | |
| }, | |
| { | |
| "epoch": 1.79, | |
| "learning_rate": 8.366744366744368e-06, | |
| "loss": 0.0446, | |
| "step": 2240 | |
| }, | |
| { | |
| "epoch": 1.8, | |
| "learning_rate": 8.35897435897436e-06, | |
| "loss": 0.046, | |
| "step": 2250 | |
| }, | |
| { | |
| "epoch": 1.81, | |
| "learning_rate": 8.351204351204351e-06, | |
| "loss": 0.0465, | |
| "step": 2260 | |
| }, | |
| { | |
| "epoch": 1.81, | |
| "learning_rate": 8.343434343434345e-06, | |
| "loss": 0.0441, | |
| "step": 2270 | |
| }, | |
| { | |
| "epoch": 1.82, | |
| "learning_rate": 8.335664335664336e-06, | |
| "loss": 0.045, | |
| "step": 2280 | |
| }, | |
| { | |
| "epoch": 1.83, | |
| "learning_rate": 8.327894327894329e-06, | |
| "loss": 0.0459, | |
| "step": 2290 | |
| }, | |
| { | |
| "epoch": 1.84, | |
| "learning_rate": 8.320124320124321e-06, | |
| "loss": 0.0431, | |
| "step": 2300 | |
| }, | |
| { | |
| "epoch": 1.84, | |
| "eval_loss": 0.043853759765625, | |
| "eval_runtime": 237.3655, | |
| "eval_samples_per_second": 7.444, | |
| "eval_steps_per_second": 0.059, | |
| "eval_wer": 42.16723726527648, | |
| "step": 2300 | |
| }, | |
| { | |
| "epoch": 1.85, | |
| "learning_rate": 8.312354312354312e-06, | |
| "loss": 0.0425, | |
| "step": 2310 | |
| }, | |
| { | |
| "epoch": 1.85, | |
| "learning_rate": 8.304584304584306e-06, | |
| "loss": 0.0442, | |
| "step": 2320 | |
| }, | |
| { | |
| "epoch": 1.86, | |
| "learning_rate": 8.296814296814297e-06, | |
| "loss": 0.0427, | |
| "step": 2330 | |
| }, | |
| { | |
| "epoch": 1.87, | |
| "learning_rate": 8.28904428904429e-06, | |
| "loss": 0.0471, | |
| "step": 2340 | |
| }, | |
| { | |
| "epoch": 1.88, | |
| "learning_rate": 8.281274281274282e-06, | |
| "loss": 0.044, | |
| "step": 2350 | |
| }, | |
| { | |
| "epoch": 1.89, | |
| "learning_rate": 8.273504273504273e-06, | |
| "loss": 0.0461, | |
| "step": 2360 | |
| }, | |
| { | |
| "epoch": 1.89, | |
| "learning_rate": 8.265734265734267e-06, | |
| "loss": 0.0445, | |
| "step": 2370 | |
| }, | |
| { | |
| "epoch": 1.9, | |
| "learning_rate": 8.257964257964258e-06, | |
| "loss": 0.0457, | |
| "step": 2380 | |
| }, | |
| { | |
| "epoch": 1.91, | |
| "learning_rate": 8.25019425019425e-06, | |
| "loss": 0.0441, | |
| "step": 2390 | |
| }, | |
| { | |
| "epoch": 1.92, | |
| "learning_rate": 8.242424242424243e-06, | |
| "loss": 0.0438, | |
| "step": 2400 | |
| }, | |
| { | |
| "epoch": 1.92, | |
| "eval_loss": 0.0433349609375, | |
| "eval_runtime": 253.2781, | |
| "eval_samples_per_second": 6.977, | |
| "eval_steps_per_second": 0.055, | |
| "eval_wer": 42.592592592592595, | |
| "step": 2400 | |
| }, | |
| { | |
| "epoch": 1.93, | |
| "learning_rate": 8.234654234654235e-06, | |
| "loss": 0.044, | |
| "step": 2410 | |
| }, | |
| { | |
| "epoch": 1.93, | |
| "learning_rate": 8.226884226884228e-06, | |
| "loss": 0.0445, | |
| "step": 2420 | |
| }, | |
| { | |
| "epoch": 1.94, | |
| "learning_rate": 8.219114219114219e-06, | |
| "loss": 0.0441, | |
| "step": 2430 | |
| }, | |
| { | |
| "epoch": 1.95, | |
| "learning_rate": 8.211344211344211e-06, | |
| "loss": 0.0447, | |
| "step": 2440 | |
| }, | |
| { | |
| "epoch": 1.96, | |
| "learning_rate": 8.203574203574204e-06, | |
| "loss": 0.0443, | |
| "step": 2450 | |
| }, | |
| { | |
| "epoch": 1.97, | |
| "learning_rate": 8.195804195804196e-06, | |
| "loss": 0.0457, | |
| "step": 2460 | |
| }, | |
| { | |
| "epoch": 1.97, | |
| "learning_rate": 8.188034188034189e-06, | |
| "loss": 0.0449, | |
| "step": 2470 | |
| }, | |
| { | |
| "epoch": 1.98, | |
| "learning_rate": 8.180264180264181e-06, | |
| "loss": 0.0434, | |
| "step": 2480 | |
| }, | |
| { | |
| "epoch": 1.99, | |
| "learning_rate": 8.172494172494172e-06, | |
| "loss": 0.0438, | |
| "step": 2490 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "learning_rate": 8.164724164724165e-06, | |
| "loss": 0.0447, | |
| "step": 2500 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_loss": 0.043243408203125, | |
| "eval_runtime": 238.2415, | |
| "eval_samples_per_second": 7.417, | |
| "eval_steps_per_second": 0.059, | |
| "eval_wer": 42.82083203651831, | |
| "step": 2500 | |
| }, | |
| { | |
| "epoch": 2.01, | |
| "learning_rate": 8.156954156954157e-06, | |
| "loss": 0.04, | |
| "step": 2510 | |
| }, | |
| { | |
| "epoch": 2.01, | |
| "learning_rate": 8.14918414918415e-06, | |
| "loss": 0.0392, | |
| "step": 2520 | |
| }, | |
| { | |
| "epoch": 2.02, | |
| "learning_rate": 8.141414141414142e-06, | |
| "loss": 0.0372, | |
| "step": 2530 | |
| }, | |
| { | |
| "epoch": 2.03, | |
| "learning_rate": 8.133644133644133e-06, | |
| "loss": 0.0395, | |
| "step": 2540 | |
| }, | |
| { | |
| "epoch": 2.04, | |
| "learning_rate": 8.125874125874127e-06, | |
| "loss": 0.0393, | |
| "step": 2550 | |
| }, | |
| { | |
| "epoch": 2.05, | |
| "learning_rate": 8.118104118104118e-06, | |
| "loss": 0.0376, | |
| "step": 2560 | |
| }, | |
| { | |
| "epoch": 2.05, | |
| "learning_rate": 8.11033411033411e-06, | |
| "loss": 0.0375, | |
| "step": 2570 | |
| }, | |
| { | |
| "epoch": 2.06, | |
| "learning_rate": 8.102564102564103e-06, | |
| "loss": 0.0385, | |
| "step": 2580 | |
| }, | |
| { | |
| "epoch": 2.07, | |
| "learning_rate": 8.094794094794096e-06, | |
| "loss": 0.0389, | |
| "step": 2590 | |
| }, | |
| { | |
| "epoch": 2.08, | |
| "learning_rate": 8.087024087024088e-06, | |
| "loss": 0.0372, | |
| "step": 2600 | |
| }, | |
| { | |
| "epoch": 2.08, | |
| "eval_loss": 0.04345703125, | |
| "eval_runtime": 441.8133, | |
| "eval_samples_per_second": 3.999, | |
| "eval_steps_per_second": 0.032, | |
| "eval_wer": 41.91824878099388, | |
| "step": 2600 | |
| }, | |
| { | |
| "epoch": 2.09, | |
| "learning_rate": 8.07925407925408e-06, | |
| "loss": 0.0387, | |
| "step": 2610 | |
| }, | |
| { | |
| "epoch": 2.09, | |
| "learning_rate": 8.071484071484072e-06, | |
| "loss": 0.0373, | |
| "step": 2620 | |
| }, | |
| { | |
| "epoch": 2.1, | |
| "learning_rate": 8.063714063714064e-06, | |
| "loss": 0.0388, | |
| "step": 2630 | |
| }, | |
| { | |
| "epoch": 2.11, | |
| "learning_rate": 8.055944055944057e-06, | |
| "loss": 0.038, | |
| "step": 2640 | |
| }, | |
| { | |
| "epoch": 2.12, | |
| "learning_rate": 8.04817404817405e-06, | |
| "loss": 0.0378, | |
| "step": 2650 | |
| }, | |
| { | |
| "epoch": 2.13, | |
| "learning_rate": 8.04040404040404e-06, | |
| "loss": 0.0402, | |
| "step": 2660 | |
| }, | |
| { | |
| "epoch": 2.13, | |
| "learning_rate": 8.032634032634033e-06, | |
| "loss": 0.0379, | |
| "step": 2670 | |
| }, | |
| { | |
| "epoch": 2.14, | |
| "learning_rate": 8.024864024864025e-06, | |
| "loss": 0.0372, | |
| "step": 2680 | |
| }, | |
| { | |
| "epoch": 2.15, | |
| "learning_rate": 8.017094017094018e-06, | |
| "loss": 0.0385, | |
| "step": 2690 | |
| }, | |
| { | |
| "epoch": 2.16, | |
| "learning_rate": 8.00932400932401e-06, | |
| "loss": 0.0395, | |
| "step": 2700 | |
| }, | |
| { | |
| "epoch": 2.16, | |
| "eval_loss": 0.043304443359375, | |
| "eval_runtime": 501.1941, | |
| "eval_samples_per_second": 3.526, | |
| "eval_steps_per_second": 0.028, | |
| "eval_wer": 41.78856727876335, | |
| "step": 2700 | |
| }, | |
| { | |
| "epoch": 2.17, | |
| "learning_rate": 8.001554001554003e-06, | |
| "loss": 0.0395, | |
| "step": 2710 | |
| }, | |
| { | |
| "epoch": 2.17, | |
| "learning_rate": 7.993783993783994e-06, | |
| "loss": 0.0381, | |
| "step": 2720 | |
| }, | |
| { | |
| "epoch": 2.18, | |
| "learning_rate": 7.987567987567988e-06, | |
| "loss": 0.2206, | |
| "step": 2730 | |
| }, | |
| { | |
| "epoch": 2.19, | |
| "learning_rate": 7.97979797979798e-06, | |
| "loss": 0.0797, | |
| "step": 2740 | |
| }, | |
| { | |
| "epoch": 2.2, | |
| "learning_rate": 7.972027972027973e-06, | |
| "loss": 0.04, | |
| "step": 2750 | |
| }, | |
| { | |
| "epoch": 2.21, | |
| "learning_rate": 7.964257964257965e-06, | |
| "loss": 0.0398, | |
| "step": 2760 | |
| }, | |
| { | |
| "epoch": 2.21, | |
| "learning_rate": 7.956487956487958e-06, | |
| "loss": 0.039, | |
| "step": 2770 | |
| }, | |
| { | |
| "epoch": 2.22, | |
| "learning_rate": 7.948717948717949e-06, | |
| "loss": 0.0404, | |
| "step": 2780 | |
| }, | |
| { | |
| "epoch": 2.23, | |
| "learning_rate": 7.940947940947941e-06, | |
| "loss": 0.0419, | |
| "step": 2790 | |
| }, | |
| { | |
| "epoch": 2.24, | |
| "learning_rate": 7.933177933177934e-06, | |
| "loss": 0.0407, | |
| "step": 2800 | |
| }, | |
| { | |
| "epoch": 2.24, | |
| "eval_loss": 0.04669189453125, | |
| "eval_runtime": 553.3408, | |
| "eval_samples_per_second": 3.193, | |
| "eval_steps_per_second": 0.025, | |
| "eval_wer": 42.80527025625065, | |
| "step": 2800 | |
| }, | |
| { | |
| "epoch": 2.25, | |
| "learning_rate": 7.925407925407926e-06, | |
| "loss": 0.0435, | |
| "step": 2810 | |
| }, | |
| { | |
| "epoch": 2.25, | |
| "learning_rate": 7.917637917637919e-06, | |
| "loss": 0.042, | |
| "step": 2820 | |
| }, | |
| { | |
| "epoch": 2.26, | |
| "learning_rate": 7.909867909867911e-06, | |
| "loss": 0.0402, | |
| "step": 2830 | |
| }, | |
| { | |
| "epoch": 2.27, | |
| "learning_rate": 7.902097902097902e-06, | |
| "loss": 0.0418, | |
| "step": 2840 | |
| }, | |
| { | |
| "epoch": 2.28, | |
| "learning_rate": 7.894327894327895e-06, | |
| "loss": 0.0392, | |
| "step": 2850 | |
| }, | |
| { | |
| "epoch": 2.29, | |
| "learning_rate": 7.886557886557887e-06, | |
| "loss": 0.0396, | |
| "step": 2860 | |
| }, | |
| { | |
| "epoch": 2.29, | |
| "learning_rate": 7.87878787878788e-06, | |
| "loss": 0.039, | |
| "step": 2870 | |
| }, | |
| { | |
| "epoch": 2.3, | |
| "learning_rate": 7.871017871017872e-06, | |
| "loss": 0.0391, | |
| "step": 2880 | |
| }, | |
| { | |
| "epoch": 2.31, | |
| "learning_rate": 7.863247863247863e-06, | |
| "loss": 0.0385, | |
| "step": 2890 | |
| }, | |
| { | |
| "epoch": 2.32, | |
| "learning_rate": 7.855477855477857e-06, | |
| "loss": 0.038, | |
| "step": 2900 | |
| }, | |
| { | |
| "epoch": 2.32, | |
| "eval_loss": 0.04351806640625, | |
| "eval_runtime": 553.1279, | |
| "eval_samples_per_second": 3.195, | |
| "eval_steps_per_second": 0.025, | |
| "eval_wer": 41.95974686170765, | |
| "step": 2900 | |
| }, | |
| { | |
| "epoch": 2.33, | |
| "learning_rate": 7.847707847707848e-06, | |
| "loss": 0.0393, | |
| "step": 2910 | |
| }, | |
| { | |
| "epoch": 2.33, | |
| "learning_rate": 7.83993783993784e-06, | |
| "loss": 0.0395, | |
| "step": 2920 | |
| }, | |
| { | |
| "epoch": 2.34, | |
| "learning_rate": 7.832167832167833e-06, | |
| "loss": 0.0396, | |
| "step": 2930 | |
| }, | |
| { | |
| "epoch": 2.35, | |
| "learning_rate": 7.824397824397824e-06, | |
| "loss": 0.0386, | |
| "step": 2940 | |
| }, | |
| { | |
| "epoch": 2.36, | |
| "learning_rate": 7.816627816627818e-06, | |
| "loss": 0.04, | |
| "step": 2950 | |
| }, | |
| { | |
| "epoch": 2.37, | |
| "learning_rate": 7.808857808857809e-06, | |
| "loss": 0.0389, | |
| "step": 2960 | |
| }, | |
| { | |
| "epoch": 2.37, | |
| "learning_rate": 7.801087801087802e-06, | |
| "loss": 0.0395, | |
| "step": 2970 | |
| }, | |
| { | |
| "epoch": 2.38, | |
| "learning_rate": 7.793317793317794e-06, | |
| "loss": 0.0396, | |
| "step": 2980 | |
| }, | |
| { | |
| "epoch": 2.39, | |
| "learning_rate": 7.785547785547785e-06, | |
| "loss": 0.039, | |
| "step": 2990 | |
| }, | |
| { | |
| "epoch": 2.4, | |
| "learning_rate": 7.77777777777778e-06, | |
| "loss": 0.039, | |
| "step": 3000 | |
| }, | |
| { | |
| "epoch": 2.4, | |
| "eval_loss": 0.04388427734375, | |
| "eval_runtime": 560.9888, | |
| "eval_samples_per_second": 3.15, | |
| "eval_steps_per_second": 0.025, | |
| "eval_wer": 42.151675485008816, | |
| "step": 3000 | |
| }, | |
| { | |
| "epoch": 2.41, | |
| "learning_rate": 7.77000777000777e-06, | |
| "loss": 0.0405, | |
| "step": 3010 | |
| }, | |
| { | |
| "epoch": 2.41, | |
| "learning_rate": 7.762237762237763e-06, | |
| "loss": 0.04, | |
| "step": 3020 | |
| }, | |
| { | |
| "epoch": 2.42, | |
| "learning_rate": 7.754467754467755e-06, | |
| "loss": 0.0387, | |
| "step": 3030 | |
| }, | |
| { | |
| "epoch": 2.43, | |
| "learning_rate": 7.746697746697748e-06, | |
| "loss": 0.0393, | |
| "step": 3040 | |
| }, | |
| { | |
| "epoch": 2.44, | |
| "learning_rate": 7.73892773892774e-06, | |
| "loss": 0.0409, | |
| "step": 3050 | |
| }, | |
| { | |
| "epoch": 2.45, | |
| "learning_rate": 7.731157731157731e-06, | |
| "loss": 0.0399, | |
| "step": 3060 | |
| }, | |
| { | |
| "epoch": 2.45, | |
| "learning_rate": 7.723387723387723e-06, | |
| "loss": 0.0397, | |
| "step": 3070 | |
| }, | |
| { | |
| "epoch": 2.46, | |
| "learning_rate": 7.715617715617716e-06, | |
| "loss": 0.046, | |
| "step": 3080 | |
| }, | |
| { | |
| "epoch": 2.47, | |
| "learning_rate": 7.707847707847709e-06, | |
| "loss": 0.0422, | |
| "step": 3090 | |
| }, | |
| { | |
| "epoch": 2.48, | |
| "learning_rate": 7.700077700077701e-06, | |
| "loss": 0.0403, | |
| "step": 3100 | |
| }, | |
| { | |
| "epoch": 2.48, | |
| "eval_loss": 0.04559326171875, | |
| "eval_runtime": 551.8046, | |
| "eval_samples_per_second": 3.202, | |
| "eval_steps_per_second": 0.025, | |
| "eval_wer": 42.74821039526922, | |
| "step": 3100 | |
| }, | |
| { | |
| "epoch": 2.49, | |
| "learning_rate": 7.692307692307694e-06, | |
| "loss": 0.0439, | |
| "step": 3110 | |
| }, | |
| { | |
| "epoch": 2.49, | |
| "learning_rate": 7.684537684537684e-06, | |
| "loss": 0.0431, | |
| "step": 3120 | |
| }, | |
| { | |
| "epoch": 2.5, | |
| "learning_rate": 7.676767676767677e-06, | |
| "loss": 0.0408, | |
| "step": 3130 | |
| }, | |
| { | |
| "epoch": 2.51, | |
| "learning_rate": 7.66899766899767e-06, | |
| "loss": 0.0392, | |
| "step": 3140 | |
| }, | |
| { | |
| "epoch": 2.52, | |
| "learning_rate": 7.661227661227662e-06, | |
| "loss": 0.0404, | |
| "step": 3150 | |
| }, | |
| { | |
| "epoch": 2.53, | |
| "learning_rate": 7.653457653457655e-06, | |
| "loss": 0.0405, | |
| "step": 3160 | |
| }, | |
| { | |
| "epoch": 2.53, | |
| "learning_rate": 7.645687645687645e-06, | |
| "loss": 0.0406, | |
| "step": 3170 | |
| }, | |
| { | |
| "epoch": 2.54, | |
| "learning_rate": 7.63791763791764e-06, | |
| "loss": 0.0393, | |
| "step": 3180 | |
| }, | |
| { | |
| "epoch": 2.55, | |
| "learning_rate": 7.63014763014763e-06, | |
| "loss": 0.0389, | |
| "step": 3190 | |
| }, | |
| { | |
| "epoch": 2.56, | |
| "learning_rate": 7.622377622377622e-06, | |
| "loss": 0.0394, | |
| "step": 3200 | |
| }, | |
| { | |
| "epoch": 2.56, | |
| "eval_loss": 0.042999267578125, | |
| "eval_runtime": 561.6586, | |
| "eval_samples_per_second": 3.146, | |
| "eval_steps_per_second": 0.025, | |
| "eval_wer": 41.68482207697894, | |
| "step": 3200 | |
| }, | |
| { | |
| "epoch": 2.57, | |
| "learning_rate": 7.6146076146076155e-06, | |
| "loss": 0.039, | |
| "step": 3210 | |
| }, | |
| { | |
| "epoch": 2.57, | |
| "learning_rate": 7.606837606837607e-06, | |
| "loss": 0.041, | |
| "step": 3220 | |
| }, | |
| { | |
| "epoch": 2.58, | |
| "learning_rate": 7.5990675990676e-06, | |
| "loss": 0.041, | |
| "step": 3230 | |
| }, | |
| { | |
| "epoch": 2.59, | |
| "learning_rate": 7.591297591297591e-06, | |
| "loss": 0.0425, | |
| "step": 3240 | |
| }, | |
| { | |
| "epoch": 2.6, | |
| "learning_rate": 7.583527583527585e-06, | |
| "loss": 0.0407, | |
| "step": 3250 | |
| }, | |
| { | |
| "epoch": 2.61, | |
| "learning_rate": 7.5757575757575764e-06, | |
| "loss": 0.0408, | |
| "step": 3260 | |
| }, | |
| { | |
| "epoch": 2.61, | |
| "learning_rate": 7.567987567987568e-06, | |
| "loss": 0.0412, | |
| "step": 3270 | |
| }, | |
| { | |
| "epoch": 2.62, | |
| "learning_rate": 7.560217560217561e-06, | |
| "loss": 0.0408, | |
| "step": 3280 | |
| }, | |
| { | |
| "epoch": 2.63, | |
| "learning_rate": 7.552447552447552e-06, | |
| "loss": 0.0389, | |
| "step": 3290 | |
| }, | |
| { | |
| "epoch": 2.64, | |
| "learning_rate": 7.544677544677546e-06, | |
| "loss": 0.0414, | |
| "step": 3300 | |
| }, | |
| { | |
| "epoch": 2.64, | |
| "eval_loss": 0.043243408203125, | |
| "eval_runtime": 559.314, | |
| "eval_samples_per_second": 3.159, | |
| "eval_steps_per_second": 0.025, | |
| "eval_wer": 42.10499014420583, | |
| "step": 3300 | |
| }, | |
| { | |
| "epoch": 2.65, | |
| "learning_rate": 7.536907536907537e-06, | |
| "loss": 0.0402, | |
| "step": 3310 | |
| }, | |
| { | |
| "epoch": 2.65, | |
| "learning_rate": 7.52913752913753e-06, | |
| "loss": 0.0404, | |
| "step": 3320 | |
| }, | |
| { | |
| "epoch": 2.66, | |
| "learning_rate": 7.521367521367522e-06, | |
| "loss": 0.0394, | |
| "step": 3330 | |
| }, | |
| { | |
| "epoch": 2.67, | |
| "learning_rate": 7.513597513597513e-06, | |
| "loss": 0.0424, | |
| "step": 3340 | |
| }, | |
| { | |
| "epoch": 2.68, | |
| "learning_rate": 7.505827505827507e-06, | |
| "loss": 0.0404, | |
| "step": 3350 | |
| }, | |
| { | |
| "epoch": 2.69, | |
| "learning_rate": 7.498057498057498e-06, | |
| "loss": 0.0388, | |
| "step": 3360 | |
| }, | |
| { | |
| "epoch": 2.69, | |
| "learning_rate": 7.490287490287491e-06, | |
| "loss": 0.0393, | |
| "step": 3370 | |
| }, | |
| { | |
| "epoch": 2.7, | |
| "learning_rate": 7.4825174825174825e-06, | |
| "loss": 0.0383, | |
| "step": 3380 | |
| }, | |
| { | |
| "epoch": 2.71, | |
| "learning_rate": 7.474747474747476e-06, | |
| "loss": 0.0377, | |
| "step": 3390 | |
| }, | |
| { | |
| "epoch": 2.72, | |
| "learning_rate": 7.466977466977468e-06, | |
| "loss": 0.0379, | |
| "step": 3400 | |
| }, | |
| { | |
| "epoch": 2.72, | |
| "eval_loss": 0.04315185546875, | |
| "eval_runtime": 561.7746, | |
| "eval_samples_per_second": 3.145, | |
| "eval_steps_per_second": 0.025, | |
| "eval_wer": 42.24504616661479, | |
| "step": 3400 | |
| }, | |
| { | |
| "epoch": 2.73, | |
| "learning_rate": 7.45920745920746e-06, | |
| "loss": 0.0395, | |
| "step": 3410 | |
| }, | |
| { | |
| "epoch": 2.73, | |
| "learning_rate": 7.451437451437452e-06, | |
| "loss": 0.0383, | |
| "step": 3420 | |
| }, | |
| { | |
| "epoch": 2.74, | |
| "learning_rate": 7.4436674436674435e-06, | |
| "loss": 0.038, | |
| "step": 3430 | |
| }, | |
| { | |
| "epoch": 2.75, | |
| "learning_rate": 7.435897435897437e-06, | |
| "loss": 0.0389, | |
| "step": 3440 | |
| }, | |
| { | |
| "epoch": 2.76, | |
| "learning_rate": 7.4281274281274285e-06, | |
| "loss": 0.0407, | |
| "step": 3450 | |
| }, | |
| { | |
| "epoch": 2.77, | |
| "learning_rate": 7.420357420357421e-06, | |
| "loss": 0.0391, | |
| "step": 3460 | |
| }, | |
| { | |
| "epoch": 2.77, | |
| "learning_rate": 7.412587412587413e-06, | |
| "loss": 0.0392, | |
| "step": 3470 | |
| }, | |
| { | |
| "epoch": 2.78, | |
| "learning_rate": 7.404817404817406e-06, | |
| "loss": 0.0393, | |
| "step": 3480 | |
| }, | |
| { | |
| "epoch": 2.79, | |
| "learning_rate": 7.397047397047398e-06, | |
| "loss": 0.039, | |
| "step": 3490 | |
| }, | |
| { | |
| "epoch": 2.8, | |
| "learning_rate": 7.3892773892773895e-06, | |
| "loss": 0.039, | |
| "step": 3500 | |
| }, | |
| { | |
| "epoch": 2.8, | |
| "eval_loss": 0.04229736328125, | |
| "eval_runtime": 502.2833, | |
| "eval_samples_per_second": 3.518, | |
| "eval_steps_per_second": 0.028, | |
| "eval_wer": 41.326901130822705, | |
| "step": 3500 | |
| }, | |
| { | |
| "epoch": 2.81, | |
| "learning_rate": 7.381507381507382e-06, | |
| "loss": 0.0396, | |
| "step": 3510 | |
| }, | |
| { | |
| "epoch": 2.81, | |
| "learning_rate": 7.373737373737374e-06, | |
| "loss": 0.0399, | |
| "step": 3520 | |
| }, | |
| { | |
| "epoch": 2.82, | |
| "learning_rate": 7.365967365967367e-06, | |
| "loss": 0.0387, | |
| "step": 3530 | |
| }, | |
| { | |
| "epoch": 2.83, | |
| "learning_rate": 7.358197358197359e-06, | |
| "loss": 0.0375, | |
| "step": 3540 | |
| }, | |
| { | |
| "epoch": 2.84, | |
| "learning_rate": 7.350427350427351e-06, | |
| "loss": 0.0407, | |
| "step": 3550 | |
| }, | |
| { | |
| "epoch": 2.85, | |
| "learning_rate": 7.342657342657343e-06, | |
| "loss": 0.0391, | |
| "step": 3560 | |
| }, | |
| { | |
| "epoch": 2.85, | |
| "learning_rate": 7.3348873348873355e-06, | |
| "loss": 0.0395, | |
| "step": 3570 | |
| }, | |
| { | |
| "epoch": 2.86, | |
| "learning_rate": 7.327117327117328e-06, | |
| "loss": 0.0389, | |
| "step": 3580 | |
| }, | |
| { | |
| "epoch": 2.87, | |
| "learning_rate": 7.31934731934732e-06, | |
| "loss": 0.0391, | |
| "step": 3590 | |
| }, | |
| { | |
| "epoch": 2.88, | |
| "learning_rate": 7.311577311577312e-06, | |
| "loss": 0.0404, | |
| "step": 3600 | |
| }, | |
| { | |
| "epoch": 2.88, | |
| "eval_loss": 0.04168701171875, | |
| "eval_runtime": 240.8671, | |
| "eval_samples_per_second": 7.336, | |
| "eval_steps_per_second": 0.058, | |
| "eval_wer": 41.26465400975205, | |
| "step": 3600 | |
| }, | |
| { | |
| "epoch": 2.89, | |
| "learning_rate": 7.303807303807304e-06, | |
| "loss": 0.0393, | |
| "step": 3610 | |
| }, | |
| { | |
| "epoch": 2.89, | |
| "learning_rate": 7.296037296037297e-06, | |
| "loss": 0.0408, | |
| "step": 3620 | |
| }, | |
| { | |
| "epoch": 2.9, | |
| "learning_rate": 7.288267288267289e-06, | |
| "loss": 0.0381, | |
| "step": 3630 | |
| }, | |
| { | |
| "epoch": 2.91, | |
| "learning_rate": 7.280497280497281e-06, | |
| "loss": 0.0382, | |
| "step": 3640 | |
| }, | |
| { | |
| "epoch": 2.92, | |
| "learning_rate": 7.272727272727273e-06, | |
| "loss": 0.0392, | |
| "step": 3650 | |
| }, | |
| { | |
| "epoch": 2.93, | |
| "learning_rate": 7.264957264957266e-06, | |
| "loss": 0.038, | |
| "step": 3660 | |
| }, | |
| { | |
| "epoch": 2.93, | |
| "learning_rate": 7.257187257187258e-06, | |
| "loss": 0.0391, | |
| "step": 3670 | |
| }, | |
| { | |
| "epoch": 2.94, | |
| "learning_rate": 7.24941724941725e-06, | |
| "loss": 0.0394, | |
| "step": 3680 | |
| }, | |
| { | |
| "epoch": 2.95, | |
| "learning_rate": 7.2416472416472424e-06, | |
| "loss": 0.039, | |
| "step": 3690 | |
| }, | |
| { | |
| "epoch": 2.96, | |
| "learning_rate": 7.233877233877234e-06, | |
| "loss": 0.038, | |
| "step": 3700 | |
| }, | |
| { | |
| "epoch": 2.96, | |
| "eval_loss": 0.04193115234375, | |
| "eval_runtime": 227.7374, | |
| "eval_samples_per_second": 7.759, | |
| "eval_steps_per_second": 0.061, | |
| "eval_wer": 41.90787426081543, | |
| "step": 3700 | |
| }, | |
| { | |
| "epoch": 2.97, | |
| "learning_rate": 7.226107226107227e-06, | |
| "loss": 0.0385, | |
| "step": 3710 | |
| }, | |
| { | |
| "epoch": 2.97, | |
| "learning_rate": 7.218337218337219e-06, | |
| "loss": 0.0388, | |
| "step": 3720 | |
| }, | |
| { | |
| "epoch": 2.98, | |
| "learning_rate": 7.210567210567211e-06, | |
| "loss": 0.0381, | |
| "step": 3730 | |
| }, | |
| { | |
| "epoch": 2.99, | |
| "learning_rate": 7.202797202797203e-06, | |
| "loss": 0.0384, | |
| "step": 3740 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "learning_rate": 7.195027195027196e-06, | |
| "loss": 0.0395, | |
| "step": 3750 | |
| }, | |
| { | |
| "epoch": 3.01, | |
| "learning_rate": 7.1872571872571884e-06, | |
| "loss": 0.0343, | |
| "step": 3760 | |
| }, | |
| { | |
| "epoch": 3.01, | |
| "learning_rate": 7.17948717948718e-06, | |
| "loss": 0.0345, | |
| "step": 3770 | |
| }, | |
| { | |
| "epoch": 3.02, | |
| "learning_rate": 7.171717171717172e-06, | |
| "loss": 0.0342, | |
| "step": 3780 | |
| }, | |
| { | |
| "epoch": 3.03, | |
| "learning_rate": 7.163947163947164e-06, | |
| "loss": 0.0335, | |
| "step": 3790 | |
| }, | |
| { | |
| "epoch": 3.04, | |
| "learning_rate": 7.156177156177157e-06, | |
| "loss": 0.0346, | |
| "step": 3800 | |
| }, | |
| { | |
| "epoch": 3.04, | |
| "eval_loss": 0.042877197265625, | |
| "eval_runtime": 545.6142, | |
| "eval_samples_per_second": 3.239, | |
| "eval_steps_per_second": 0.026, | |
| "eval_wer": 41.89231248054777, | |
| "step": 3800 | |
| }, | |
| { | |
| "epoch": 3.05, | |
| "learning_rate": 7.148407148407149e-06, | |
| "loss": 0.0344, | |
| "step": 3810 | |
| }, | |
| { | |
| "epoch": 3.05, | |
| "learning_rate": 7.140637140637141e-06, | |
| "loss": 0.0341, | |
| "step": 3820 | |
| }, | |
| { | |
| "epoch": 3.06, | |
| "learning_rate": 7.132867132867134e-06, | |
| "loss": 0.0329, | |
| "step": 3830 | |
| }, | |
| { | |
| "epoch": 3.07, | |
| "learning_rate": 7.125097125097126e-06, | |
| "loss": 0.0355, | |
| "step": 3840 | |
| }, | |
| { | |
| "epoch": 3.08, | |
| "learning_rate": 7.117327117327118e-06, | |
| "loss": 0.034, | |
| "step": 3850 | |
| }, | |
| { | |
| "epoch": 3.09, | |
| "learning_rate": 7.10955710955711e-06, | |
| "loss": 0.0327, | |
| "step": 3860 | |
| }, | |
| { | |
| "epoch": 3.09, | |
| "learning_rate": 7.101787101787102e-06, | |
| "loss": 0.0338, | |
| "step": 3870 | |
| }, | |
| { | |
| "epoch": 3.1, | |
| "learning_rate": 7.0940170940170945e-06, | |
| "loss": 0.0337, | |
| "step": 3880 | |
| }, | |
| { | |
| "epoch": 3.11, | |
| "learning_rate": 7.086247086247087e-06, | |
| "loss": 0.0331, | |
| "step": 3890 | |
| }, | |
| { | |
| "epoch": 3.12, | |
| "learning_rate": 7.07847707847708e-06, | |
| "loss": 0.0351, | |
| "step": 3900 | |
| }, | |
| { | |
| "epoch": 3.12, | |
| "eval_loss": 0.04302978515625, | |
| "eval_runtime": 528.551, | |
| "eval_samples_per_second": 3.343, | |
| "eval_steps_per_second": 0.026, | |
| "eval_wer": 41.2283431891275, | |
| "step": 3900 | |
| }, | |
| { | |
| "epoch": 3.13, | |
| "learning_rate": 7.070707070707071e-06, | |
| "loss": 0.0338, | |
| "step": 3910 | |
| }, | |
| { | |
| "epoch": 3.13, | |
| "learning_rate": 7.062937062937063e-06, | |
| "loss": 0.0334, | |
| "step": 3920 | |
| }, | |
| { | |
| "epoch": 3.14, | |
| "learning_rate": 7.055167055167056e-06, | |
| "loss": 0.034, | |
| "step": 3930 | |
| }, | |
| { | |
| "epoch": 3.15, | |
| "learning_rate": 7.047397047397048e-06, | |
| "loss": 0.0336, | |
| "step": 3940 | |
| }, | |
| { | |
| "epoch": 3.16, | |
| "learning_rate": 7.0396270396270405e-06, | |
| "loss": 0.0339, | |
| "step": 3950 | |
| }, | |
| { | |
| "epoch": 3.17, | |
| "learning_rate": 7.031857031857032e-06, | |
| "loss": 0.0338, | |
| "step": 3960 | |
| }, | |
| { | |
| "epoch": 3.17, | |
| "learning_rate": 7.024087024087025e-06, | |
| "loss": 0.0354, | |
| "step": 3970 | |
| }, | |
| { | |
| "epoch": 3.18, | |
| "learning_rate": 7.016317016317017e-06, | |
| "loss": 0.0344, | |
| "step": 3980 | |
| }, | |
| { | |
| "epoch": 3.19, | |
| "learning_rate": 7.008547008547009e-06, | |
| "loss": 0.0324, | |
| "step": 3990 | |
| }, | |
| { | |
| "epoch": 3.2, | |
| "learning_rate": 7.0007770007770015e-06, | |
| "loss": 0.0352, | |
| "step": 4000 | |
| }, | |
| { | |
| "epoch": 3.2, | |
| "eval_loss": 0.042999267578125, | |
| "eval_runtime": 544.2571, | |
| "eval_samples_per_second": 3.247, | |
| "eval_steps_per_second": 0.026, | |
| "eval_wer": 41.99605768233219, | |
| "step": 4000 | |
| }, | |
| { | |
| "epoch": 3.21, | |
| "learning_rate": 6.993006993006993e-06, | |
| "loss": 0.0331, | |
| "step": 4010 | |
| }, | |
| { | |
| "epoch": 3.21, | |
| "learning_rate": 6.9852369852369865e-06, | |
| "loss": 0.0328, | |
| "step": 4020 | |
| }, | |
| { | |
| "epoch": 3.22, | |
| "learning_rate": 6.977466977466978e-06, | |
| "loss": 0.0355, | |
| "step": 4030 | |
| }, | |
| { | |
| "epoch": 3.23, | |
| "learning_rate": 6.969696969696971e-06, | |
| "loss": 0.0345, | |
| "step": 4040 | |
| }, | |
| { | |
| "epoch": 3.24, | |
| "learning_rate": 6.9619269619269624e-06, | |
| "loss": 0.0336, | |
| "step": 4050 | |
| }, | |
| { | |
| "epoch": 3.25, | |
| "learning_rate": 6.954156954156954e-06, | |
| "loss": 0.0338, | |
| "step": 4060 | |
| }, | |
| { | |
| "epoch": 3.25, | |
| "learning_rate": 6.9463869463869475e-06, | |
| "loss": 0.0339, | |
| "step": 4070 | |
| }, | |
| { | |
| "epoch": 3.26, | |
| "learning_rate": 6.938616938616939e-06, | |
| "loss": 0.0342, | |
| "step": 4080 | |
| }, | |
| { | |
| "epoch": 3.27, | |
| "learning_rate": 6.930846930846932e-06, | |
| "loss": 0.0341, | |
| "step": 4090 | |
| }, | |
| { | |
| "epoch": 3.28, | |
| "learning_rate": 6.923076923076923e-06, | |
| "loss": 0.0333, | |
| "step": 4100 | |
| }, | |
| { | |
| "epoch": 3.28, | |
| "eval_loss": 0.042816162109375, | |
| "eval_runtime": 542.5061, | |
| "eval_samples_per_second": 3.257, | |
| "eval_steps_per_second": 0.026, | |
| "eval_wer": 42.250233426704014, | |
| "step": 4100 | |
| }, | |
| { | |
| "epoch": 3.29, | |
| "learning_rate": 6.915306915306917e-06, | |
| "loss": 0.0343, | |
| "step": 4110 | |
| }, | |
| { | |
| "epoch": 3.29, | |
| "learning_rate": 6.9075369075369084e-06, | |
| "loss": 0.0346, | |
| "step": 4120 | |
| }, | |
| { | |
| "epoch": 3.3, | |
| "learning_rate": 6.8997668997669e-06, | |
| "loss": 0.0355, | |
| "step": 4130 | |
| }, | |
| { | |
| "epoch": 3.31, | |
| "learning_rate": 6.891996891996893e-06, | |
| "loss": 0.0346, | |
| "step": 4140 | |
| }, | |
| { | |
| "epoch": 3.32, | |
| "learning_rate": 6.884226884226884e-06, | |
| "loss": 0.0342, | |
| "step": 4150 | |
| }, | |
| { | |
| "epoch": 3.33, | |
| "learning_rate": 6.876456876456878e-06, | |
| "loss": 0.0351, | |
| "step": 4160 | |
| }, | |
| { | |
| "epoch": 3.33, | |
| "learning_rate": 6.868686868686869e-06, | |
| "loss": 0.0356, | |
| "step": 4170 | |
| }, | |
| { | |
| "epoch": 3.34, | |
| "learning_rate": 6.860916860916862e-06, | |
| "loss": 0.0352, | |
| "step": 4180 | |
| }, | |
| { | |
| "epoch": 3.35, | |
| "learning_rate": 6.853146853146854e-06, | |
| "loss": 0.0347, | |
| "step": 4190 | |
| }, | |
| { | |
| "epoch": 3.36, | |
| "learning_rate": 6.845376845376845e-06, | |
| "loss": 0.0338, | |
| "step": 4200 | |
| }, | |
| { | |
| "epoch": 3.36, | |
| "eval_loss": 0.043304443359375, | |
| "eval_runtime": 485.8042, | |
| "eval_samples_per_second": 3.637, | |
| "eval_steps_per_second": 0.029, | |
| "eval_wer": 40.91192032368503, | |
| "step": 4200 | |
| }, | |
| { | |
| "epoch": 3.37, | |
| "learning_rate": 6.837606837606839e-06, | |
| "loss": 0.0342, | |
| "step": 4210 | |
| }, | |
| { | |
| "epoch": 3.37, | |
| "learning_rate": 6.82983682983683e-06, | |
| "loss": 0.0333, | |
| "step": 4220 | |
| }, | |
| { | |
| "epoch": 3.38, | |
| "learning_rate": 6.822066822066823e-06, | |
| "loss": 0.0344, | |
| "step": 4230 | |
| }, | |
| { | |
| "epoch": 3.39, | |
| "learning_rate": 6.8142968142968145e-06, | |
| "loss": 0.0339, | |
| "step": 4240 | |
| }, | |
| { | |
| "epoch": 3.4, | |
| "learning_rate": 6.806526806526808e-06, | |
| "loss": 0.0353, | |
| "step": 4250 | |
| }, | |
| { | |
| "epoch": 3.41, | |
| "learning_rate": 6.7987567987568e-06, | |
| "loss": 0.0347, | |
| "step": 4260 | |
| }, | |
| { | |
| "epoch": 3.41, | |
| "learning_rate": 6.790986790986791e-06, | |
| "loss": 0.0335, | |
| "step": 4270 | |
| }, | |
| { | |
| "epoch": 3.42, | |
| "learning_rate": 6.783216783216784e-06, | |
| "loss": 0.0336, | |
| "step": 4280 | |
| }, | |
| { | |
| "epoch": 3.43, | |
| "learning_rate": 6.7754467754467755e-06, | |
| "loss": 0.0325, | |
| "step": 4290 | |
| }, | |
| { | |
| "epoch": 3.44, | |
| "learning_rate": 6.767676767676769e-06, | |
| "loss": 0.0346, | |
| "step": 4300 | |
| }, | |
| { | |
| "epoch": 3.44, | |
| "eval_loss": 0.04229736328125, | |
| "eval_runtime": 415.5987, | |
| "eval_samples_per_second": 4.252, | |
| "eval_steps_per_second": 0.034, | |
| "eval_wer": 40.74074074074074, | |
| "step": 4300 | |
| } | |
| ], | |
| "max_steps": 13000, | |
| "num_train_epochs": 11, | |
| "total_flos": 1.1231512173833817e+21, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |