| { | |
| "best_metric": 0.23106186091899872, | |
| "best_model_checkpoint": "ai-light-dance_singing4_ft_wav2vec2-large-xlsr-53-5gram-v4-2/checkpoint-1872", | |
| "epoch": 99.99653979238754, | |
| "global_step": 7200, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.14, | |
| "learning_rate": 7.2e-07, | |
| "loss": 1.2632, | |
| "step": 10 | |
| }, | |
| { | |
| "epoch": 0.28, | |
| "learning_rate": 1.44e-06, | |
| "loss": 1.3592, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 0.42, | |
| "learning_rate": 2.16e-06, | |
| "loss": 1.1299, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 0.55, | |
| "learning_rate": 2.96e-06, | |
| "loss": 1.1977, | |
| "step": 40 | |
| }, | |
| { | |
| "epoch": 0.69, | |
| "learning_rate": 3.7600000000000004e-06, | |
| "loss": 1.0437, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 0.83, | |
| "learning_rate": 4.56e-06, | |
| "loss": 1.1255, | |
| "step": 60 | |
| }, | |
| { | |
| "epoch": 0.97, | |
| "learning_rate": 5.36e-06, | |
| "loss": 0.9329, | |
| "step": 70 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_loss": 0.4334475100040436, | |
| "eval_runtime": 125.7994, | |
| "eval_samples_per_second": 4.229, | |
| "eval_steps_per_second": 0.533, | |
| "eval_wer": 0.1348589059587324, | |
| "step": 72 | |
| }, | |
| { | |
| "epoch": 1.11, | |
| "learning_rate": 6.16e-06, | |
| "loss": 0.9882, | |
| "step": 80 | |
| }, | |
| { | |
| "epoch": 1.25, | |
| "learning_rate": 6.96e-06, | |
| "loss": 0.9202, | |
| "step": 90 | |
| }, | |
| { | |
| "epoch": 1.39, | |
| "learning_rate": 7.76e-06, | |
| "loss": 0.8906, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 1.53, | |
| "learning_rate": 8.560000000000001e-06, | |
| "loss": 0.859, | |
| "step": 110 | |
| }, | |
| { | |
| "epoch": 1.66, | |
| "learning_rate": 9.360000000000002e-06, | |
| "loss": 0.8122, | |
| "step": 120 | |
| }, | |
| { | |
| "epoch": 1.8, | |
| "learning_rate": 1.008e-05, | |
| "loss": 0.8647, | |
| "step": 130 | |
| }, | |
| { | |
| "epoch": 1.94, | |
| "learning_rate": 1.0880000000000001e-05, | |
| "loss": 0.7631, | |
| "step": 140 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_loss": 0.3389911651611328, | |
| "eval_runtime": 125.9823, | |
| "eval_samples_per_second": 4.223, | |
| "eval_steps_per_second": 0.532, | |
| "eval_wer": 0.13183775792247862, | |
| "step": 144 | |
| }, | |
| { | |
| "epoch": 2.08, | |
| "learning_rate": 1.168e-05, | |
| "loss": 0.9705, | |
| "step": 150 | |
| }, | |
| { | |
| "epoch": 2.22, | |
| "learning_rate": 1.248e-05, | |
| "loss": 0.7539, | |
| "step": 160 | |
| }, | |
| { | |
| "epoch": 2.36, | |
| "learning_rate": 1.3280000000000002e-05, | |
| "loss": 0.7717, | |
| "step": 170 | |
| }, | |
| { | |
| "epoch": 2.5, | |
| "learning_rate": 1.408e-05, | |
| "loss": 0.771, | |
| "step": 180 | |
| }, | |
| { | |
| "epoch": 2.64, | |
| "learning_rate": 1.4880000000000002e-05, | |
| "loss": 0.7623, | |
| "step": 190 | |
| }, | |
| { | |
| "epoch": 2.78, | |
| "learning_rate": 1.5680000000000002e-05, | |
| "loss": 0.7912, | |
| "step": 200 | |
| }, | |
| { | |
| "epoch": 2.91, | |
| "learning_rate": 1.648e-05, | |
| "loss": 0.7575, | |
| "step": 210 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_loss": 0.318192720413208, | |
| "eval_runtime": 126.4874, | |
| "eval_samples_per_second": 4.206, | |
| "eval_steps_per_second": 0.53, | |
| "eval_wer": 0.14405090955839814, | |
| "step": 216 | |
| }, | |
| { | |
| "epoch": 3.06, | |
| "learning_rate": 1.728e-05, | |
| "loss": 0.8294, | |
| "step": 220 | |
| }, | |
| { | |
| "epoch": 3.19, | |
| "learning_rate": 1.8080000000000003e-05, | |
| "loss": 0.7419, | |
| "step": 230 | |
| }, | |
| { | |
| "epoch": 3.33, | |
| "learning_rate": 1.8880000000000002e-05, | |
| "loss": 0.7306, | |
| "step": 240 | |
| }, | |
| { | |
| "epoch": 3.47, | |
| "learning_rate": 1.968e-05, | |
| "loss": 0.6948, | |
| "step": 250 | |
| }, | |
| { | |
| "epoch": 3.61, | |
| "learning_rate": 2.048e-05, | |
| "loss": 0.7168, | |
| "step": 260 | |
| }, | |
| { | |
| "epoch": 3.75, | |
| "learning_rate": 2.1280000000000003e-05, | |
| "loss": 0.6785, | |
| "step": 270 | |
| }, | |
| { | |
| "epoch": 3.89, | |
| "learning_rate": 2.2080000000000002e-05, | |
| "loss": 0.667, | |
| "step": 280 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_loss": 0.29954788088798523, | |
| "eval_runtime": 125.7745, | |
| "eval_samples_per_second": 4.23, | |
| "eval_steps_per_second": 0.533, | |
| "eval_wer": 0.12881660988622484, | |
| "step": 288 | |
| }, | |
| { | |
| "epoch": 4.03, | |
| "learning_rate": 2.288e-05, | |
| "loss": 0.7793, | |
| "step": 290 | |
| }, | |
| { | |
| "epoch": 4.17, | |
| "learning_rate": 2.368e-05, | |
| "loss": 0.661, | |
| "step": 300 | |
| }, | |
| { | |
| "epoch": 4.3, | |
| "learning_rate": 2.4480000000000003e-05, | |
| "loss": 0.7091, | |
| "step": 310 | |
| }, | |
| { | |
| "epoch": 4.44, | |
| "learning_rate": 2.5280000000000002e-05, | |
| "loss": 0.6231, | |
| "step": 320 | |
| }, | |
| { | |
| "epoch": 4.58, | |
| "learning_rate": 2.6080000000000004e-05, | |
| "loss": 0.6888, | |
| "step": 330 | |
| }, | |
| { | |
| "epoch": 4.72, | |
| "learning_rate": 2.6880000000000004e-05, | |
| "loss": 0.6414, | |
| "step": 340 | |
| }, | |
| { | |
| "epoch": 4.86, | |
| "learning_rate": 2.768e-05, | |
| "loss": 0.6548, | |
| "step": 350 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "learning_rate": 2.8480000000000002e-05, | |
| "loss": 0.6474, | |
| "step": 360 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_loss": 0.32113975286483765, | |
| "eval_runtime": 125.429, | |
| "eval_samples_per_second": 4.241, | |
| "eval_steps_per_second": 0.534, | |
| "eval_wer": 0.15742109661245743, | |
| "step": 360 | |
| }, | |
| { | |
| "epoch": 5.14, | |
| "learning_rate": 2.928e-05, | |
| "loss": 0.6143, | |
| "step": 370 | |
| }, | |
| { | |
| "epoch": 5.28, | |
| "learning_rate": 3.0080000000000003e-05, | |
| "loss": 0.6748, | |
| "step": 380 | |
| }, | |
| { | |
| "epoch": 5.42, | |
| "learning_rate": 3.088e-05, | |
| "loss": 0.627, | |
| "step": 390 | |
| }, | |
| { | |
| "epoch": 5.55, | |
| "learning_rate": 3.168e-05, | |
| "loss": 0.6667, | |
| "step": 400 | |
| }, | |
| { | |
| "epoch": 5.69, | |
| "learning_rate": 3.248000000000001e-05, | |
| "loss": 0.612, | |
| "step": 410 | |
| }, | |
| { | |
| "epoch": 5.83, | |
| "learning_rate": 3.328e-05, | |
| "loss": 0.6174, | |
| "step": 420 | |
| }, | |
| { | |
| "epoch": 5.97, | |
| "learning_rate": 3.408e-05, | |
| "loss": 0.6094, | |
| "step": 430 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "eval_loss": 0.2943839728832245, | |
| "eval_runtime": 125.493, | |
| "eval_samples_per_second": 4.239, | |
| "eval_steps_per_second": 0.534, | |
| "eval_wer": 0.15298579417625507, | |
| "step": 432 | |
| }, | |
| { | |
| "epoch": 6.11, | |
| "learning_rate": 3.4880000000000005e-05, | |
| "loss": 0.722, | |
| "step": 440 | |
| }, | |
| { | |
| "epoch": 6.25, | |
| "learning_rate": 3.5680000000000004e-05, | |
| "loss": 0.6218, | |
| "step": 450 | |
| }, | |
| { | |
| "epoch": 6.39, | |
| "learning_rate": 3.648e-05, | |
| "loss": 0.6006, | |
| "step": 460 | |
| }, | |
| { | |
| "epoch": 6.53, | |
| "learning_rate": 3.728e-05, | |
| "loss": 0.6263, | |
| "step": 470 | |
| }, | |
| { | |
| "epoch": 6.66, | |
| "learning_rate": 3.808e-05, | |
| "loss": 0.5899, | |
| "step": 480 | |
| }, | |
| { | |
| "epoch": 6.8, | |
| "learning_rate": 3.888e-05, | |
| "loss": 0.6288, | |
| "step": 490 | |
| }, | |
| { | |
| "epoch": 6.94, | |
| "learning_rate": 3.9680000000000006e-05, | |
| "loss": 0.5586, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "eval_loss": 0.3445891737937927, | |
| "eval_runtime": 125.4152, | |
| "eval_samples_per_second": 4.242, | |
| "eval_steps_per_second": 0.534, | |
| "eval_wer": 0.18094748344796555, | |
| "step": 504 | |
| }, | |
| { | |
| "epoch": 7.08, | |
| "learning_rate": 3.996417910447761e-05, | |
| "loss": 0.6473, | |
| "step": 510 | |
| }, | |
| { | |
| "epoch": 7.22, | |
| "learning_rate": 3.99044776119403e-05, | |
| "loss": 0.5851, | |
| "step": 520 | |
| }, | |
| { | |
| "epoch": 7.36, | |
| "learning_rate": 3.9844776119402985e-05, | |
| "loss": 0.6313, | |
| "step": 530 | |
| }, | |
| { | |
| "epoch": 7.5, | |
| "learning_rate": 3.9785074626865674e-05, | |
| "loss": 0.6304, | |
| "step": 540 | |
| }, | |
| { | |
| "epoch": 7.64, | |
| "learning_rate": 3.972537313432836e-05, | |
| "loss": 0.5582, | |
| "step": 550 | |
| }, | |
| { | |
| "epoch": 7.78, | |
| "learning_rate": 3.9665671641791046e-05, | |
| "loss": 0.5938, | |
| "step": 560 | |
| }, | |
| { | |
| "epoch": 7.91, | |
| "learning_rate": 3.9605970149253735e-05, | |
| "loss": 0.5728, | |
| "step": 570 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "eval_loss": 0.2681596875190735, | |
| "eval_runtime": 125.0016, | |
| "eval_samples_per_second": 4.256, | |
| "eval_steps_per_second": 0.536, | |
| "eval_wer": 0.12457414668637912, | |
| "step": 576 | |
| }, | |
| { | |
| "epoch": 8.06, | |
| "learning_rate": 3.954626865671642e-05, | |
| "loss": 0.6302, | |
| "step": 580 | |
| }, | |
| { | |
| "epoch": 8.19, | |
| "learning_rate": 3.948656716417911e-05, | |
| "loss": 0.5609, | |
| "step": 590 | |
| }, | |
| { | |
| "epoch": 8.33, | |
| "learning_rate": 3.94268656716418e-05, | |
| "loss": 0.5992, | |
| "step": 600 | |
| }, | |
| { | |
| "epoch": 8.47, | |
| "learning_rate": 3.936716417910448e-05, | |
| "loss": 0.5509, | |
| "step": 610 | |
| }, | |
| { | |
| "epoch": 8.61, | |
| "learning_rate": 3.930746268656717e-05, | |
| "loss": 0.5622, | |
| "step": 620 | |
| }, | |
| { | |
| "epoch": 8.75, | |
| "learning_rate": 3.924776119402985e-05, | |
| "loss": 0.5663, | |
| "step": 630 | |
| }, | |
| { | |
| "epoch": 8.89, | |
| "learning_rate": 3.918805970149254e-05, | |
| "loss": 0.575, | |
| "step": 640 | |
| }, | |
| { | |
| "epoch": 9.0, | |
| "eval_loss": 0.26104775071144104, | |
| "eval_runtime": 125.7246, | |
| "eval_samples_per_second": 4.231, | |
| "eval_steps_per_second": 0.533, | |
| "eval_wer": 0.1244455871954747, | |
| "step": 648 | |
| }, | |
| { | |
| "epoch": 9.03, | |
| "learning_rate": 3.912835820895523e-05, | |
| "loss": 0.639, | |
| "step": 650 | |
| }, | |
| { | |
| "epoch": 9.17, | |
| "learning_rate": 3.906865671641791e-05, | |
| "loss": 0.553, | |
| "step": 660 | |
| }, | |
| { | |
| "epoch": 9.3, | |
| "learning_rate": 3.90089552238806e-05, | |
| "loss": 0.5865, | |
| "step": 670 | |
| }, | |
| { | |
| "epoch": 9.44, | |
| "learning_rate": 3.894925373134329e-05, | |
| "loss": 0.5558, | |
| "step": 680 | |
| }, | |
| { | |
| "epoch": 9.58, | |
| "learning_rate": 3.8889552238805974e-05, | |
| "loss": 0.5802, | |
| "step": 690 | |
| }, | |
| { | |
| "epoch": 9.72, | |
| "learning_rate": 3.882985074626866e-05, | |
| "loss": 0.5578, | |
| "step": 700 | |
| }, | |
| { | |
| "epoch": 9.86, | |
| "learning_rate": 3.8770149253731346e-05, | |
| "loss": 0.5616, | |
| "step": 710 | |
| }, | |
| { | |
| "epoch": 10.0, | |
| "learning_rate": 3.8710447761194035e-05, | |
| "loss": 0.5882, | |
| "step": 720 | |
| }, | |
| { | |
| "epoch": 10.0, | |
| "eval_loss": 0.24629366397857666, | |
| "eval_runtime": 125.6764, | |
| "eval_samples_per_second": 4.233, | |
| "eval_steps_per_second": 0.533, | |
| "eval_wer": 0.11994600501382015, | |
| "step": 720 | |
| }, | |
| { | |
| "epoch": 10.14, | |
| "learning_rate": 3.865074626865672e-05, | |
| "loss": 0.5583, | |
| "step": 730 | |
| }, | |
| { | |
| "epoch": 10.28, | |
| "learning_rate": 3.859104477611941e-05, | |
| "loss": 0.5394, | |
| "step": 740 | |
| }, | |
| { | |
| "epoch": 10.42, | |
| "learning_rate": 3.853134328358209e-05, | |
| "loss": 0.5381, | |
| "step": 750 | |
| }, | |
| { | |
| "epoch": 10.55, | |
| "learning_rate": 3.847164179104478e-05, | |
| "loss": 0.5779, | |
| "step": 760 | |
| }, | |
| { | |
| "epoch": 10.69, | |
| "learning_rate": 3.841194029850746e-05, | |
| "loss": 0.5287, | |
| "step": 770 | |
| }, | |
| { | |
| "epoch": 10.83, | |
| "learning_rate": 3.835223880597015e-05, | |
| "loss": 0.5673, | |
| "step": 780 | |
| }, | |
| { | |
| "epoch": 10.97, | |
| "learning_rate": 3.829253731343284e-05, | |
| "loss": 0.5367, | |
| "step": 790 | |
| }, | |
| { | |
| "epoch": 11.0, | |
| "eval_loss": 0.2541561722755432, | |
| "eval_runtime": 124.9573, | |
| "eval_samples_per_second": 4.257, | |
| "eval_steps_per_second": 0.536, | |
| "eval_wer": 0.10927556726875362, | |
| "step": 792 | |
| }, | |
| { | |
| "epoch": 11.11, | |
| "learning_rate": 3.823283582089552e-05, | |
| "loss": 0.5502, | |
| "step": 800 | |
| }, | |
| { | |
| "epoch": 11.25, | |
| "learning_rate": 3.817313432835821e-05, | |
| "loss": 0.5654, | |
| "step": 810 | |
| }, | |
| { | |
| "epoch": 11.39, | |
| "learning_rate": 3.81134328358209e-05, | |
| "loss": 0.5214, | |
| "step": 820 | |
| }, | |
| { | |
| "epoch": 11.53, | |
| "learning_rate": 3.8053731343283584e-05, | |
| "loss": 0.57, | |
| "step": 830 | |
| }, | |
| { | |
| "epoch": 11.66, | |
| "learning_rate": 3.7994029850746274e-05, | |
| "loss": 0.5264, | |
| "step": 840 | |
| }, | |
| { | |
| "epoch": 11.8, | |
| "learning_rate": 3.793432835820896e-05, | |
| "loss": 0.5852, | |
| "step": 850 | |
| }, | |
| { | |
| "epoch": 11.94, | |
| "learning_rate": 3.7874626865671646e-05, | |
| "loss": 0.5261, | |
| "step": 860 | |
| }, | |
| { | |
| "epoch": 12.0, | |
| "eval_loss": 0.2522805631160736, | |
| "eval_runtime": 125.7101, | |
| "eval_samples_per_second": 4.232, | |
| "eval_steps_per_second": 0.533, | |
| "eval_wer": 0.11306807225043389, | |
| "step": 864 | |
| }, | |
| { | |
| "epoch": 12.08, | |
| "learning_rate": 3.7814925373134335e-05, | |
| "loss": 0.5659, | |
| "step": 870 | |
| }, | |
| { | |
| "epoch": 12.22, | |
| "learning_rate": 3.775522388059702e-05, | |
| "loss": 0.5554, | |
| "step": 880 | |
| }, | |
| { | |
| "epoch": 12.36, | |
| "learning_rate": 3.769552238805971e-05, | |
| "loss": 0.5637, | |
| "step": 890 | |
| }, | |
| { | |
| "epoch": 12.5, | |
| "learning_rate": 3.763582089552239e-05, | |
| "loss": 0.5645, | |
| "step": 900 | |
| }, | |
| { | |
| "epoch": 12.64, | |
| "learning_rate": 3.757611940298508e-05, | |
| "loss": 0.512, | |
| "step": 910 | |
| }, | |
| { | |
| "epoch": 12.78, | |
| "learning_rate": 3.751641791044776e-05, | |
| "loss": 0.5351, | |
| "step": 920 | |
| }, | |
| { | |
| "epoch": 12.91, | |
| "learning_rate": 3.745671641791045e-05, | |
| "loss": 0.5091, | |
| "step": 930 | |
| }, | |
| { | |
| "epoch": 13.0, | |
| "eval_loss": 0.24912887811660767, | |
| "eval_runtime": 125.7106, | |
| "eval_samples_per_second": 4.232, | |
| "eval_steps_per_second": 0.533, | |
| "eval_wer": 0.11750337468663624, | |
| "step": 936 | |
| }, | |
| { | |
| "epoch": 13.06, | |
| "learning_rate": 3.7397014925373133e-05, | |
| "loss": 0.5542, | |
| "step": 940 | |
| }, | |
| { | |
| "epoch": 13.19, | |
| "learning_rate": 3.733731343283582e-05, | |
| "loss": 0.5288, | |
| "step": 950 | |
| }, | |
| { | |
| "epoch": 13.33, | |
| "learning_rate": 3.727761194029851e-05, | |
| "loss": 0.5333, | |
| "step": 960 | |
| }, | |
| { | |
| "epoch": 13.47, | |
| "learning_rate": 3.7217910447761195e-05, | |
| "loss": 0.5174, | |
| "step": 970 | |
| }, | |
| { | |
| "epoch": 13.61, | |
| "learning_rate": 3.7158208955223884e-05, | |
| "loss": 0.5334, | |
| "step": 980 | |
| }, | |
| { | |
| "epoch": 13.75, | |
| "learning_rate": 3.709850746268657e-05, | |
| "loss": 0.5249, | |
| "step": 990 | |
| }, | |
| { | |
| "epoch": 13.89, | |
| "learning_rate": 3.7038805970149256e-05, | |
| "loss": 0.5323, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 14.0, | |
| "eval_loss": 0.25354790687561035, | |
| "eval_runtime": 125.3694, | |
| "eval_samples_per_second": 4.243, | |
| "eval_steps_per_second": 0.534, | |
| "eval_wer": 0.12078164170469885, | |
| "step": 1008 | |
| }, | |
| { | |
| "epoch": 14.03, | |
| "learning_rate": 3.6979104477611945e-05, | |
| "loss": 0.551, | |
| "step": 1010 | |
| }, | |
| { | |
| "epoch": 14.17, | |
| "learning_rate": 3.691940298507463e-05, | |
| "loss": 0.5035, | |
| "step": 1020 | |
| }, | |
| { | |
| "epoch": 14.3, | |
| "learning_rate": 3.685970149253732e-05, | |
| "loss": 0.5039, | |
| "step": 1030 | |
| }, | |
| { | |
| "epoch": 14.44, | |
| "learning_rate": 3.680000000000001e-05, | |
| "loss": 0.5034, | |
| "step": 1040 | |
| }, | |
| { | |
| "epoch": 14.58, | |
| "learning_rate": 3.674029850746269e-05, | |
| "loss": 0.5221, | |
| "step": 1050 | |
| }, | |
| { | |
| "epoch": 14.72, | |
| "learning_rate": 3.668059701492538e-05, | |
| "loss": 0.5001, | |
| "step": 1060 | |
| }, | |
| { | |
| "epoch": 14.86, | |
| "learning_rate": 3.662089552238806e-05, | |
| "loss": 0.5308, | |
| "step": 1070 | |
| }, | |
| { | |
| "epoch": 15.0, | |
| "learning_rate": 3.656119402985075e-05, | |
| "loss": 0.5478, | |
| "step": 1080 | |
| }, | |
| { | |
| "epoch": 15.0, | |
| "eval_loss": 0.25416386127471924, | |
| "eval_runtime": 125.4981, | |
| "eval_samples_per_second": 4.239, | |
| "eval_steps_per_second": 0.534, | |
| "eval_wer": 0.1203959632319856, | |
| "step": 1080 | |
| }, | |
| { | |
| "epoch": 15.14, | |
| "learning_rate": 3.650149253731343e-05, | |
| "loss": 0.5143, | |
| "step": 1090 | |
| }, | |
| { | |
| "epoch": 15.28, | |
| "learning_rate": 3.644179104477612e-05, | |
| "loss": 0.4947, | |
| "step": 1100 | |
| }, | |
| { | |
| "epoch": 15.42, | |
| "learning_rate": 3.6382089552238805e-05, | |
| "loss": 0.502, | |
| "step": 1110 | |
| }, | |
| { | |
| "epoch": 15.55, | |
| "learning_rate": 3.6322388059701495e-05, | |
| "loss": 0.5333, | |
| "step": 1120 | |
| }, | |
| { | |
| "epoch": 15.69, | |
| "learning_rate": 3.626268656716418e-05, | |
| "loss": 0.4971, | |
| "step": 1130 | |
| }, | |
| { | |
| "epoch": 15.83, | |
| "learning_rate": 3.6202985074626867e-05, | |
| "loss": 0.529, | |
| "step": 1140 | |
| }, | |
| { | |
| "epoch": 15.97, | |
| "learning_rate": 3.6143283582089556e-05, | |
| "loss": 0.4775, | |
| "step": 1150 | |
| }, | |
| { | |
| "epoch": 16.0, | |
| "eval_loss": 0.24761441349983215, | |
| "eval_runtime": 125.5206, | |
| "eval_samples_per_second": 4.238, | |
| "eval_steps_per_second": 0.534, | |
| "eval_wer": 0.11383942919586039, | |
| "step": 1152 | |
| }, | |
| { | |
| "epoch": 16.11, | |
| "learning_rate": 3.608358208955224e-05, | |
| "loss": 0.5271, | |
| "step": 1160 | |
| }, | |
| { | |
| "epoch": 16.25, | |
| "learning_rate": 3.602388059701493e-05, | |
| "loss": 0.5068, | |
| "step": 1170 | |
| }, | |
| { | |
| "epoch": 16.39, | |
| "learning_rate": 3.596417910447762e-05, | |
| "loss": 0.4861, | |
| "step": 1180 | |
| }, | |
| { | |
| "epoch": 16.53, | |
| "learning_rate": 3.59044776119403e-05, | |
| "loss": 0.5266, | |
| "step": 1190 | |
| }, | |
| { | |
| "epoch": 16.66, | |
| "learning_rate": 3.584477611940299e-05, | |
| "loss": 0.4773, | |
| "step": 1200 | |
| }, | |
| { | |
| "epoch": 16.8, | |
| "learning_rate": 3.578507462686567e-05, | |
| "loss": 0.4999, | |
| "step": 1210 | |
| }, | |
| { | |
| "epoch": 16.94, | |
| "learning_rate": 3.572537313432836e-05, | |
| "loss": 0.4922, | |
| "step": 1220 | |
| }, | |
| { | |
| "epoch": 17.0, | |
| "eval_loss": 0.2534642815589905, | |
| "eval_runtime": 125.4558, | |
| "eval_samples_per_second": 4.241, | |
| "eval_steps_per_second": 0.534, | |
| "eval_wer": 0.11615350003213987, | |
| "step": 1224 | |
| }, | |
| { | |
| "epoch": 17.08, | |
| "learning_rate": 3.566567164179105e-05, | |
| "loss": 0.5258, | |
| "step": 1230 | |
| }, | |
| { | |
| "epoch": 17.22, | |
| "learning_rate": 3.560597014925373e-05, | |
| "loss": 0.4844, | |
| "step": 1240 | |
| }, | |
| { | |
| "epoch": 17.36, | |
| "learning_rate": 3.554626865671642e-05, | |
| "loss": 0.4963, | |
| "step": 1250 | |
| }, | |
| { | |
| "epoch": 17.5, | |
| "learning_rate": 3.548656716417911e-05, | |
| "loss": 0.5157, | |
| "step": 1260 | |
| }, | |
| { | |
| "epoch": 17.64, | |
| "learning_rate": 3.5426865671641794e-05, | |
| "loss": 0.4841, | |
| "step": 1270 | |
| }, | |
| { | |
| "epoch": 17.78, | |
| "learning_rate": 3.5367164179104484e-05, | |
| "loss": 0.504, | |
| "step": 1280 | |
| }, | |
| { | |
| "epoch": 17.91, | |
| "learning_rate": 3.5307462686567166e-05, | |
| "loss": 0.4893, | |
| "step": 1290 | |
| }, | |
| { | |
| "epoch": 18.0, | |
| "eval_loss": 0.25007733702659607, | |
| "eval_runtime": 125.2056, | |
| "eval_samples_per_second": 4.249, | |
| "eval_steps_per_second": 0.535, | |
| "eval_wer": 0.11428938741402583, | |
| "step": 1296 | |
| }, | |
| { | |
| "epoch": 18.06, | |
| "learning_rate": 3.5247761194029856e-05, | |
| "loss": 0.5313, | |
| "step": 1300 | |
| }, | |
| { | |
| "epoch": 18.19, | |
| "learning_rate": 3.518805970149254e-05, | |
| "loss": 0.4616, | |
| "step": 1310 | |
| }, | |
| { | |
| "epoch": 18.33, | |
| "learning_rate": 3.512835820895523e-05, | |
| "loss": 0.4936, | |
| "step": 1320 | |
| }, | |
| { | |
| "epoch": 18.47, | |
| "learning_rate": 3.506865671641791e-05, | |
| "loss": 0.4718, | |
| "step": 1330 | |
| }, | |
| { | |
| "epoch": 18.61, | |
| "learning_rate": 3.50089552238806e-05, | |
| "loss": 0.5097, | |
| "step": 1340 | |
| }, | |
| { | |
| "epoch": 18.75, | |
| "learning_rate": 3.494925373134328e-05, | |
| "loss": 0.5264, | |
| "step": 1350 | |
| }, | |
| { | |
| "epoch": 18.89, | |
| "learning_rate": 3.488955223880597e-05, | |
| "loss": 0.4672, | |
| "step": 1360 | |
| }, | |
| { | |
| "epoch": 19.0, | |
| "eval_loss": 0.27027812600135803, | |
| "eval_runtime": 125.7385, | |
| "eval_samples_per_second": 4.231, | |
| "eval_steps_per_second": 0.533, | |
| "eval_wer": 0.11621777977759208, | |
| "step": 1368 | |
| }, | |
| { | |
| "epoch": 19.03, | |
| "learning_rate": 3.482985074626866e-05, | |
| "loss": 0.5124, | |
| "step": 1370 | |
| }, | |
| { | |
| "epoch": 19.17, | |
| "learning_rate": 3.4770149253731344e-05, | |
| "loss": 0.4672, | |
| "step": 1380 | |
| }, | |
| { | |
| "epoch": 19.3, | |
| "learning_rate": 3.471044776119403e-05, | |
| "loss": 0.514, | |
| "step": 1390 | |
| }, | |
| { | |
| "epoch": 19.44, | |
| "learning_rate": 3.465074626865672e-05, | |
| "loss": 0.4728, | |
| "step": 1400 | |
| }, | |
| { | |
| "epoch": 19.58, | |
| "learning_rate": 3.4591044776119405e-05, | |
| "loss": 0.5109, | |
| "step": 1410 | |
| }, | |
| { | |
| "epoch": 19.72, | |
| "learning_rate": 3.4531343283582094e-05, | |
| "loss": 0.4927, | |
| "step": 1420 | |
| }, | |
| { | |
| "epoch": 19.86, | |
| "learning_rate": 3.4471641791044784e-05, | |
| "loss": 0.4889, | |
| "step": 1430 | |
| }, | |
| { | |
| "epoch": 20.0, | |
| "learning_rate": 3.4411940298507466e-05, | |
| "loss": 0.4764, | |
| "step": 1440 | |
| }, | |
| { | |
| "epoch": 20.0, | |
| "eval_loss": 0.26316529512405396, | |
| "eval_runtime": 126.5261, | |
| "eval_samples_per_second": 4.205, | |
| "eval_steps_per_second": 0.53, | |
| "eval_wer": 0.1253455036318056, | |
| "step": 1440 | |
| }, | |
| { | |
| "epoch": 20.14, | |
| "learning_rate": 3.4352238805970156e-05, | |
| "loss": 0.4782, | |
| "step": 1450 | |
| }, | |
| { | |
| "epoch": 20.28, | |
| "learning_rate": 3.429253731343284e-05, | |
| "loss": 0.5151, | |
| "step": 1460 | |
| }, | |
| { | |
| "epoch": 20.42, | |
| "learning_rate": 3.423283582089553e-05, | |
| "loss": 0.4718, | |
| "step": 1470 | |
| }, | |
| { | |
| "epoch": 20.55, | |
| "learning_rate": 3.417313432835821e-05, | |
| "loss": 0.5069, | |
| "step": 1480 | |
| }, | |
| { | |
| "epoch": 20.69, | |
| "learning_rate": 3.41134328358209e-05, | |
| "loss": 0.4838, | |
| "step": 1490 | |
| }, | |
| { | |
| "epoch": 20.83, | |
| "learning_rate": 3.405373134328358e-05, | |
| "loss": 0.5045, | |
| "step": 1500 | |
| }, | |
| { | |
| "epoch": 20.97, | |
| "learning_rate": 3.399402985074627e-05, | |
| "loss": 0.4716, | |
| "step": 1510 | |
| }, | |
| { | |
| "epoch": 21.0, | |
| "eval_loss": 0.2533712089061737, | |
| "eval_runtime": 125.818, | |
| "eval_samples_per_second": 4.228, | |
| "eval_steps_per_second": 0.533, | |
| "eval_wer": 0.10966124574146686, | |
| "step": 1512 | |
| }, | |
| { | |
| "epoch": 21.11, | |
| "learning_rate": 3.3934328358208954e-05, | |
| "loss": 0.4991, | |
| "step": 1520 | |
| }, | |
| { | |
| "epoch": 21.25, | |
| "learning_rate": 3.387462686567164e-05, | |
| "loss": 0.4855, | |
| "step": 1530 | |
| }, | |
| { | |
| "epoch": 21.39, | |
| "learning_rate": 3.381492537313433e-05, | |
| "loss": 0.4672, | |
| "step": 1540 | |
| }, | |
| { | |
| "epoch": 21.53, | |
| "learning_rate": 3.3755223880597015e-05, | |
| "loss": 0.4734, | |
| "step": 1550 | |
| }, | |
| { | |
| "epoch": 21.66, | |
| "learning_rate": 3.3695522388059705e-05, | |
| "loss": 0.4573, | |
| "step": 1560 | |
| }, | |
| { | |
| "epoch": 21.8, | |
| "learning_rate": 3.363582089552239e-05, | |
| "loss": 0.4839, | |
| "step": 1570 | |
| }, | |
| { | |
| "epoch": 21.94, | |
| "learning_rate": 3.3576119402985077e-05, | |
| "loss": 0.4733, | |
| "step": 1580 | |
| }, | |
| { | |
| "epoch": 22.0, | |
| "eval_loss": 0.2495640367269516, | |
| "eval_runtime": 125.5122, | |
| "eval_samples_per_second": 4.239, | |
| "eval_steps_per_second": 0.534, | |
| "eval_wer": 0.10856849006877933, | |
| "step": 1584 | |
| }, | |
| { | |
| "epoch": 22.08, | |
| "learning_rate": 3.3516417910447766e-05, | |
| "loss": 0.5178, | |
| "step": 1590 | |
| }, | |
| { | |
| "epoch": 22.22, | |
| "learning_rate": 3.345671641791045e-05, | |
| "loss": 0.4618, | |
| "step": 1600 | |
| }, | |
| { | |
| "epoch": 22.36, | |
| "learning_rate": 3.339701492537314e-05, | |
| "loss": 0.4526, | |
| "step": 1610 | |
| }, | |
| { | |
| "epoch": 22.5, | |
| "learning_rate": 3.333731343283583e-05, | |
| "loss": 0.4851, | |
| "step": 1620 | |
| }, | |
| { | |
| "epoch": 22.64, | |
| "learning_rate": 3.327761194029851e-05, | |
| "loss": 0.4588, | |
| "step": 1630 | |
| }, | |
| { | |
| "epoch": 22.78, | |
| "learning_rate": 3.32179104477612e-05, | |
| "loss": 0.4704, | |
| "step": 1640 | |
| }, | |
| { | |
| "epoch": 22.91, | |
| "learning_rate": 3.315820895522388e-05, | |
| "loss": 0.4577, | |
| "step": 1650 | |
| }, | |
| { | |
| "epoch": 23.0, | |
| "eval_loss": 0.263689249753952, | |
| "eval_runtime": 125.7589, | |
| "eval_samples_per_second": 4.23, | |
| "eval_steps_per_second": 0.533, | |
| "eval_wer": 0.12245291508645625, | |
| "step": 1656 | |
| }, | |
| { | |
| "epoch": 23.06, | |
| "learning_rate": 3.309850746268657e-05, | |
| "loss": 0.5169, | |
| "step": 1660 | |
| }, | |
| { | |
| "epoch": 23.19, | |
| "learning_rate": 3.3038805970149254e-05, | |
| "loss": 0.4549, | |
| "step": 1670 | |
| }, | |
| { | |
| "epoch": 23.33, | |
| "learning_rate": 3.297910447761194e-05, | |
| "loss": 0.4886, | |
| "step": 1680 | |
| }, | |
| { | |
| "epoch": 23.47, | |
| "learning_rate": 3.2919402985074626e-05, | |
| "loss": 0.4745, | |
| "step": 1690 | |
| }, | |
| { | |
| "epoch": 23.61, | |
| "learning_rate": 3.2859701492537315e-05, | |
| "loss": 0.4737, | |
| "step": 1700 | |
| }, | |
| { | |
| "epoch": 23.75, | |
| "learning_rate": 3.28e-05, | |
| "loss": 0.476, | |
| "step": 1710 | |
| }, | |
| { | |
| "epoch": 23.89, | |
| "learning_rate": 3.274029850746269e-05, | |
| "loss": 0.4714, | |
| "step": 1720 | |
| }, | |
| { | |
| "epoch": 24.0, | |
| "eval_loss": 0.2489064484834671, | |
| "eval_runtime": 125.8703, | |
| "eval_samples_per_second": 4.227, | |
| "eval_steps_per_second": 0.532, | |
| "eval_wer": 0.11023976345053674, | |
| "step": 1728 | |
| }, | |
| { | |
| "epoch": 24.03, | |
| "learning_rate": 3.2680597014925376e-05, | |
| "loss": 0.4918, | |
| "step": 1730 | |
| }, | |
| { | |
| "epoch": 24.17, | |
| "learning_rate": 3.262089552238806e-05, | |
| "loss": 0.4572, | |
| "step": 1740 | |
| }, | |
| { | |
| "epoch": 24.3, | |
| "learning_rate": 3.256119402985075e-05, | |
| "loss": 0.4665, | |
| "step": 1750 | |
| }, | |
| { | |
| "epoch": 24.44, | |
| "learning_rate": 3.250149253731344e-05, | |
| "loss": 0.4504, | |
| "step": 1760 | |
| }, | |
| { | |
| "epoch": 24.58, | |
| "learning_rate": 3.244179104477612e-05, | |
| "loss": 0.4835, | |
| "step": 1770 | |
| }, | |
| { | |
| "epoch": 24.72, | |
| "learning_rate": 3.238208955223881e-05, | |
| "loss": 0.4709, | |
| "step": 1780 | |
| }, | |
| { | |
| "epoch": 24.86, | |
| "learning_rate": 3.23223880597015e-05, | |
| "loss": 0.477, | |
| "step": 1790 | |
| }, | |
| { | |
| "epoch": 25.0, | |
| "learning_rate": 3.226268656716418e-05, | |
| "loss": 0.4615, | |
| "step": 1800 | |
| }, | |
| { | |
| "epoch": 25.0, | |
| "eval_loss": 0.23991893231868744, | |
| "eval_runtime": 125.557, | |
| "eval_samples_per_second": 4.237, | |
| "eval_steps_per_second": 0.534, | |
| "eval_wer": 0.10201195603265412, | |
| "step": 1800 | |
| }, | |
| { | |
| "epoch": 25.14, | |
| "learning_rate": 3.220298507462687e-05, | |
| "loss": 0.4755, | |
| "step": 1810 | |
| }, | |
| { | |
| "epoch": 25.28, | |
| "learning_rate": 3.2143283582089554e-05, | |
| "loss": 0.4826, | |
| "step": 1820 | |
| }, | |
| { | |
| "epoch": 25.42, | |
| "learning_rate": 3.208358208955224e-05, | |
| "loss": 0.4455, | |
| "step": 1830 | |
| }, | |
| { | |
| "epoch": 25.55, | |
| "learning_rate": 3.202388059701493e-05, | |
| "loss": 0.4732, | |
| "step": 1840 | |
| }, | |
| { | |
| "epoch": 25.69, | |
| "learning_rate": 3.1964179104477615e-05, | |
| "loss": 0.4516, | |
| "step": 1850 | |
| }, | |
| { | |
| "epoch": 25.83, | |
| "learning_rate": 3.1904477611940304e-05, | |
| "loss": 0.47, | |
| "step": 1860 | |
| }, | |
| { | |
| "epoch": 25.97, | |
| "learning_rate": 3.184477611940299e-05, | |
| "loss": 0.4636, | |
| "step": 1870 | |
| }, | |
| { | |
| "epoch": 26.0, | |
| "eval_loss": 0.23106186091899872, | |
| "eval_runtime": 125.6068, | |
| "eval_samples_per_second": 4.235, | |
| "eval_steps_per_second": 0.533, | |
| "eval_wer": 0.10419746737802918, | |
| "step": 1872 | |
| }, | |
| { | |
| "epoch": 26.11, | |
| "learning_rate": 3.1785074626865676e-05, | |
| "loss": 0.4788, | |
| "step": 1880 | |
| }, | |
| { | |
| "epoch": 26.25, | |
| "learning_rate": 3.172537313432836e-05, | |
| "loss": 0.4535, | |
| "step": 1890 | |
| }, | |
| { | |
| "epoch": 26.39, | |
| "learning_rate": 3.166567164179105e-05, | |
| "loss": 0.4566, | |
| "step": 1900 | |
| }, | |
| { | |
| "epoch": 26.53, | |
| "learning_rate": 3.160597014925373e-05, | |
| "loss": 0.4732, | |
| "step": 1910 | |
| }, | |
| { | |
| "epoch": 26.66, | |
| "learning_rate": 3.154626865671642e-05, | |
| "loss": 0.4688, | |
| "step": 1920 | |
| }, | |
| { | |
| "epoch": 26.8, | |
| "learning_rate": 3.14865671641791e-05, | |
| "loss": 0.4602, | |
| "step": 1930 | |
| }, | |
| { | |
| "epoch": 26.94, | |
| "learning_rate": 3.142686567164179e-05, | |
| "loss": 0.4564, | |
| "step": 1940 | |
| }, | |
| { | |
| "epoch": 27.0, | |
| "eval_loss": 0.24130558967590332, | |
| "eval_runtime": 125.8942, | |
| "eval_samples_per_second": 4.226, | |
| "eval_steps_per_second": 0.532, | |
| "eval_wer": 0.10419746737802918, | |
| "step": 1944 | |
| }, | |
| { | |
| "epoch": 27.08, | |
| "learning_rate": 3.136716417910448e-05, | |
| "loss": 0.4945, | |
| "step": 1950 | |
| }, | |
| { | |
| "epoch": 27.22, | |
| "learning_rate": 3.1307462686567164e-05, | |
| "loss": 0.4422, | |
| "step": 1960 | |
| }, | |
| { | |
| "epoch": 27.36, | |
| "learning_rate": 3.124776119402985e-05, | |
| "loss": 0.4616, | |
| "step": 1970 | |
| }, | |
| { | |
| "epoch": 27.5, | |
| "learning_rate": 3.118805970149254e-05, | |
| "loss": 0.4741, | |
| "step": 1980 | |
| }, | |
| { | |
| "epoch": 27.64, | |
| "learning_rate": 3.1128358208955225e-05, | |
| "loss": 0.4571, | |
| "step": 1990 | |
| }, | |
| { | |
| "epoch": 27.78, | |
| "learning_rate": 3.1068656716417915e-05, | |
| "loss": 0.4607, | |
| "step": 2000 | |
| }, | |
| { | |
| "epoch": 27.91, | |
| "learning_rate": 3.1008955223880604e-05, | |
| "loss": 0.4452, | |
| "step": 2010 | |
| }, | |
| { | |
| "epoch": 28.0, | |
| "eval_loss": 0.2436205893754959, | |
| "eval_runtime": 126.071, | |
| "eval_samples_per_second": 4.22, | |
| "eval_steps_per_second": 0.531, | |
| "eval_wer": 0.10368322941441152, | |
| "step": 2016 | |
| }, | |
| { | |
| "epoch": 28.06, | |
| "learning_rate": 3.094925373134329e-05, | |
| "loss": 0.4951, | |
| "step": 2020 | |
| }, | |
| { | |
| "epoch": 28.19, | |
| "learning_rate": 3.0889552238805976e-05, | |
| "loss": 0.4447, | |
| "step": 2030 | |
| }, | |
| { | |
| "epoch": 28.33, | |
| "learning_rate": 3.082985074626866e-05, | |
| "loss": 0.4491, | |
| "step": 2040 | |
| }, | |
| { | |
| "epoch": 28.47, | |
| "learning_rate": 3.077014925373135e-05, | |
| "loss": 0.4479, | |
| "step": 2050 | |
| }, | |
| { | |
| "epoch": 28.61, | |
| "learning_rate": 3.071044776119403e-05, | |
| "loss": 0.4443, | |
| "step": 2060 | |
| }, | |
| { | |
| "epoch": 28.75, | |
| "learning_rate": 3.065074626865672e-05, | |
| "loss": 0.466, | |
| "step": 2070 | |
| }, | |
| { | |
| "epoch": 28.89, | |
| "learning_rate": 3.05910447761194e-05, | |
| "loss": 0.4336, | |
| "step": 2080 | |
| }, | |
| { | |
| "epoch": 29.0, | |
| "eval_loss": 0.2483624964952469, | |
| "eval_runtime": 125.3699, | |
| "eval_samples_per_second": 4.243, | |
| "eval_steps_per_second": 0.534, | |
| "eval_wer": 0.10702577617792633, | |
| "step": 2088 | |
| }, | |
| { | |
| "epoch": 29.03, | |
| "learning_rate": 3.053134328358209e-05, | |
| "loss": 0.4867, | |
| "step": 2090 | |
| }, | |
| { | |
| "epoch": 29.17, | |
| "learning_rate": 3.0471641791044778e-05, | |
| "loss": 0.4363, | |
| "step": 2100 | |
| }, | |
| { | |
| "epoch": 29.3, | |
| "learning_rate": 3.0411940298507464e-05, | |
| "loss": 0.4688, | |
| "step": 2110 | |
| }, | |
| { | |
| "epoch": 29.44, | |
| "learning_rate": 3.0352238805970153e-05, | |
| "loss": 0.4433, | |
| "step": 2120 | |
| }, | |
| { | |
| "epoch": 29.58, | |
| "learning_rate": 3.0292537313432836e-05, | |
| "loss": 0.4739, | |
| "step": 2130 | |
| }, | |
| { | |
| "epoch": 29.72, | |
| "learning_rate": 3.0232835820895525e-05, | |
| "loss": 0.4511, | |
| "step": 2140 | |
| }, | |
| { | |
| "epoch": 29.86, | |
| "learning_rate": 3.0173134328358214e-05, | |
| "loss": 0.4634, | |
| "step": 2150 | |
| }, | |
| { | |
| "epoch": 30.0, | |
| "learning_rate": 3.0113432835820897e-05, | |
| "loss": 0.4628, | |
| "step": 2160 | |
| }, | |
| { | |
| "epoch": 30.0, | |
| "eval_loss": 0.2384675294160843, | |
| "eval_runtime": 126.0807, | |
| "eval_samples_per_second": 4.22, | |
| "eval_steps_per_second": 0.531, | |
| "eval_wer": 0.10046924214180111, | |
| "step": 2160 | |
| }, | |
| { | |
| "epoch": 30.14, | |
| "learning_rate": 3.0053731343283586e-05, | |
| "loss": 0.4556, | |
| "step": 2170 | |
| }, | |
| { | |
| "epoch": 30.28, | |
| "learning_rate": 2.999402985074627e-05, | |
| "loss": 0.4516, | |
| "step": 2180 | |
| }, | |
| { | |
| "epoch": 30.42, | |
| "learning_rate": 2.993432835820896e-05, | |
| "loss": 0.4221, | |
| "step": 2190 | |
| }, | |
| { | |
| "epoch": 30.55, | |
| "learning_rate": 2.9874626865671644e-05, | |
| "loss": 0.4583, | |
| "step": 2200 | |
| }, | |
| { | |
| "epoch": 30.69, | |
| "learning_rate": 2.981492537313433e-05, | |
| "loss": 0.4468, | |
| "step": 2210 | |
| }, | |
| { | |
| "epoch": 30.83, | |
| "learning_rate": 2.9755223880597016e-05, | |
| "loss": 0.455, | |
| "step": 2220 | |
| }, | |
| { | |
| "epoch": 30.97, | |
| "learning_rate": 2.9695522388059706e-05, | |
| "loss": 0.4475, | |
| "step": 2230 | |
| }, | |
| { | |
| "epoch": 31.0, | |
| "eval_loss": 0.24459128081798553, | |
| "eval_runtime": 126.0753, | |
| "eval_samples_per_second": 4.22, | |
| "eval_steps_per_second": 0.531, | |
| "eval_wer": 0.10747573439609179, | |
| "step": 2232 | |
| }, | |
| { | |
| "epoch": 31.11, | |
| "learning_rate": 2.9635820895522388e-05, | |
| "loss": 0.4667, | |
| "step": 2240 | |
| }, | |
| { | |
| "epoch": 31.25, | |
| "learning_rate": 2.9576119402985078e-05, | |
| "loss": 0.4471, | |
| "step": 2250 | |
| }, | |
| { | |
| "epoch": 31.39, | |
| "learning_rate": 2.9516417910447767e-05, | |
| "loss": 0.4454, | |
| "step": 2260 | |
| }, | |
| { | |
| "epoch": 31.53, | |
| "learning_rate": 2.945671641791045e-05, | |
| "loss": 0.4489, | |
| "step": 2270 | |
| }, | |
| { | |
| "epoch": 31.66, | |
| "learning_rate": 2.939701492537314e-05, | |
| "loss": 0.4511, | |
| "step": 2280 | |
| }, | |
| { | |
| "epoch": 31.8, | |
| "learning_rate": 2.933731343283582e-05, | |
| "loss": 0.4664, | |
| "step": 2290 | |
| }, | |
| { | |
| "epoch": 31.94, | |
| "learning_rate": 2.927761194029851e-05, | |
| "loss": 0.4264, | |
| "step": 2300 | |
| }, | |
| { | |
| "epoch": 32.0, | |
| "eval_loss": 0.2548329532146454, | |
| "eval_runtime": 125.9996, | |
| "eval_samples_per_second": 4.222, | |
| "eval_steps_per_second": 0.532, | |
| "eval_wer": 0.1067686571961175, | |
| "step": 2304 | |
| }, | |
| { | |
| "epoch": 32.08, | |
| "learning_rate": 2.9217910447761197e-05, | |
| "loss": 0.4717, | |
| "step": 2310 | |
| }, | |
| { | |
| "epoch": 32.22, | |
| "learning_rate": 2.9158208955223883e-05, | |
| "loss": 0.4438, | |
| "step": 2320 | |
| }, | |
| { | |
| "epoch": 32.36, | |
| "learning_rate": 2.909850746268657e-05, | |
| "loss": 0.4552, | |
| "step": 2330 | |
| }, | |
| { | |
| "epoch": 32.5, | |
| "learning_rate": 2.9038805970149258e-05, | |
| "loss": 0.4394, | |
| "step": 2340 | |
| }, | |
| { | |
| "epoch": 32.64, | |
| "learning_rate": 2.897910447761194e-05, | |
| "loss": 0.4329, | |
| "step": 2350 | |
| }, | |
| { | |
| "epoch": 32.78, | |
| "learning_rate": 2.891940298507463e-05, | |
| "loss": 0.4666, | |
| "step": 2360 | |
| }, | |
| { | |
| "epoch": 32.91, | |
| "learning_rate": 2.8859701492537316e-05, | |
| "loss": 0.4417, | |
| "step": 2370 | |
| }, | |
| { | |
| "epoch": 33.0, | |
| "eval_loss": 0.24417315423488617, | |
| "eval_runtime": 125.5305, | |
| "eval_samples_per_second": 4.238, | |
| "eval_steps_per_second": 0.534, | |
| "eval_wer": 0.10464742559619464, | |
| "step": 2376 | |
| }, | |
| { | |
| "epoch": 33.06, | |
| "learning_rate": 2.8800000000000002e-05, | |
| "loss": 0.4544, | |
| "step": 2380 | |
| }, | |
| { | |
| "epoch": 33.19, | |
| "learning_rate": 2.8740298507462688e-05, | |
| "loss": 0.4269, | |
| "step": 2390 | |
| }, | |
| { | |
| "epoch": 33.33, | |
| "learning_rate": 2.8680597014925377e-05, | |
| "loss": 0.4376, | |
| "step": 2400 | |
| }, | |
| { | |
| "epoch": 33.47, | |
| "learning_rate": 2.862089552238806e-05, | |
| "loss": 0.4531, | |
| "step": 2410 | |
| }, | |
| { | |
| "epoch": 33.61, | |
| "learning_rate": 2.856119402985075e-05, | |
| "loss": 0.4256, | |
| "step": 2420 | |
| }, | |
| { | |
| "epoch": 33.75, | |
| "learning_rate": 2.8501492537313432e-05, | |
| "loss": 0.4369, | |
| "step": 2430 | |
| }, | |
| { | |
| "epoch": 33.89, | |
| "learning_rate": 2.844179104477612e-05, | |
| "loss": 0.4165, | |
| "step": 2440 | |
| }, | |
| { | |
| "epoch": 34.0, | |
| "eval_loss": 0.24577400088310242, | |
| "eval_runtime": 126.3581, | |
| "eval_samples_per_second": 4.21, | |
| "eval_steps_per_second": 0.53, | |
| "eval_wer": 0.10445458635983801, | |
| "step": 2448 | |
| }, | |
| { | |
| "epoch": 34.03, | |
| "learning_rate": 2.838208955223881e-05, | |
| "loss": 0.4499, | |
| "step": 2450 | |
| }, | |
| { | |
| "epoch": 34.17, | |
| "learning_rate": 2.8322388059701493e-05, | |
| "loss": 0.4431, | |
| "step": 2460 | |
| }, | |
| { | |
| "epoch": 34.3, | |
| "learning_rate": 2.8262686567164183e-05, | |
| "loss": 0.4467, | |
| "step": 2470 | |
| }, | |
| { | |
| "epoch": 34.44, | |
| "learning_rate": 2.820298507462687e-05, | |
| "loss": 0.4322, | |
| "step": 2480 | |
| }, | |
| { | |
| "epoch": 34.58, | |
| "learning_rate": 2.8143283582089555e-05, | |
| "loss": 0.4598, | |
| "step": 2490 | |
| }, | |
| { | |
| "epoch": 34.72, | |
| "learning_rate": 2.808358208955224e-05, | |
| "loss": 0.4232, | |
| "step": 2500 | |
| }, | |
| { | |
| "epoch": 34.86, | |
| "learning_rate": 2.8029850746268658e-05, | |
| "loss": 0.4359, | |
| "step": 2510 | |
| }, | |
| { | |
| "epoch": 35.0, | |
| "learning_rate": 2.7970149253731348e-05, | |
| "loss": 0.4398, | |
| "step": 2520 | |
| }, | |
| { | |
| "epoch": 35.0, | |
| "eval_loss": 0.2475011795759201, | |
| "eval_runtime": 126.4489, | |
| "eval_samples_per_second": 4.207, | |
| "eval_steps_per_second": 0.53, | |
| "eval_wer": 0.09789805232371279, | |
| "step": 2520 | |
| }, | |
| { | |
| "epoch": 35.14, | |
| "learning_rate": 2.791044776119403e-05, | |
| "loss": 0.4436, | |
| "step": 2530 | |
| }, | |
| { | |
| "epoch": 35.28, | |
| "learning_rate": 2.785074626865672e-05, | |
| "loss": 0.4727, | |
| "step": 2540 | |
| }, | |
| { | |
| "epoch": 35.42, | |
| "learning_rate": 2.7791044776119406e-05, | |
| "loss": 0.4219, | |
| "step": 2550 | |
| }, | |
| { | |
| "epoch": 35.55, | |
| "learning_rate": 2.773134328358209e-05, | |
| "loss": 0.4409, | |
| "step": 2560 | |
| }, | |
| { | |
| "epoch": 35.69, | |
| "learning_rate": 2.7671641791044778e-05, | |
| "loss": 0.4418, | |
| "step": 2570 | |
| }, | |
| { | |
| "epoch": 35.83, | |
| "learning_rate": 2.7611940298507467e-05, | |
| "loss": 0.4557, | |
| "step": 2580 | |
| }, | |
| { | |
| "epoch": 35.97, | |
| "learning_rate": 2.755223880597015e-05, | |
| "loss": 0.4334, | |
| "step": 2590 | |
| }, | |
| { | |
| "epoch": 36.0, | |
| "eval_loss": 0.2375461310148239, | |
| "eval_runtime": 125.4731, | |
| "eval_samples_per_second": 4.24, | |
| "eval_steps_per_second": 0.534, | |
| "eval_wer": 0.1027190332326284, | |
| "step": 2592 | |
| }, | |
| { | |
| "epoch": 36.11, | |
| "learning_rate": 2.749253731343284e-05, | |
| "loss": 0.4567, | |
| "step": 2600 | |
| }, | |
| { | |
| "epoch": 36.25, | |
| "learning_rate": 2.743283582089552e-05, | |
| "loss": 0.426, | |
| "step": 2610 | |
| }, | |
| { | |
| "epoch": 36.39, | |
| "learning_rate": 2.737313432835821e-05, | |
| "loss": 0.4305, | |
| "step": 2620 | |
| }, | |
| { | |
| "epoch": 36.53, | |
| "learning_rate": 2.73134328358209e-05, | |
| "loss": 0.4378, | |
| "step": 2630 | |
| }, | |
| { | |
| "epoch": 36.66, | |
| "learning_rate": 2.7253731343283583e-05, | |
| "loss": 0.4179, | |
| "step": 2640 | |
| }, | |
| { | |
| "epoch": 36.8, | |
| "learning_rate": 2.7194029850746272e-05, | |
| "loss": 0.4446, | |
| "step": 2650 | |
| }, | |
| { | |
| "epoch": 36.94, | |
| "learning_rate": 2.7134328358208958e-05, | |
| "loss": 0.4279, | |
| "step": 2660 | |
| }, | |
| { | |
| "epoch": 37.0, | |
| "eval_loss": 0.24620497226715088, | |
| "eval_runtime": 125.763, | |
| "eval_samples_per_second": 4.23, | |
| "eval_steps_per_second": 0.533, | |
| "eval_wer": 0.10529022305071672, | |
| "step": 2664 | |
| }, | |
| { | |
| "epoch": 37.08, | |
| "learning_rate": 2.7074626865671644e-05, | |
| "loss": 0.457, | |
| "step": 2670 | |
| }, | |
| { | |
| "epoch": 37.22, | |
| "learning_rate": 2.701492537313433e-05, | |
| "loss": 0.4283, | |
| "step": 2680 | |
| }, | |
| { | |
| "epoch": 37.36, | |
| "learning_rate": 2.695522388059702e-05, | |
| "loss": 0.4255, | |
| "step": 2690 | |
| }, | |
| { | |
| "epoch": 37.5, | |
| "learning_rate": 2.6895522388059702e-05, | |
| "loss": 0.4277, | |
| "step": 2700 | |
| }, | |
| { | |
| "epoch": 37.64, | |
| "learning_rate": 2.683582089552239e-05, | |
| "loss": 0.4358, | |
| "step": 2710 | |
| }, | |
| { | |
| "epoch": 37.78, | |
| "learning_rate": 2.6776119402985074e-05, | |
| "loss": 0.4362, | |
| "step": 2720 | |
| }, | |
| { | |
| "epoch": 37.91, | |
| "learning_rate": 2.6716417910447763e-05, | |
| "loss": 0.4213, | |
| "step": 2730 | |
| }, | |
| { | |
| "epoch": 38.0, | |
| "eval_loss": 0.24020591378211975, | |
| "eval_runtime": 126.1172, | |
| "eval_samples_per_second": 4.218, | |
| "eval_steps_per_second": 0.531, | |
| "eval_wer": 0.1027833129780806, | |
| "step": 2736 | |
| }, | |
| { | |
| "epoch": 38.06, | |
| "learning_rate": 2.665671641791045e-05, | |
| "loss": 0.4418, | |
| "step": 2740 | |
| }, | |
| { | |
| "epoch": 38.19, | |
| "learning_rate": 2.6597014925373135e-05, | |
| "loss": 0.4241, | |
| "step": 2750 | |
| }, | |
| { | |
| "epoch": 38.33, | |
| "learning_rate": 2.653731343283582e-05, | |
| "loss": 0.4432, | |
| "step": 2760 | |
| }, | |
| { | |
| "epoch": 38.47, | |
| "learning_rate": 2.647761194029851e-05, | |
| "loss": 0.422, | |
| "step": 2770 | |
| }, | |
| { | |
| "epoch": 38.61, | |
| "learning_rate": 2.6417910447761193e-05, | |
| "loss": 0.4215, | |
| "step": 2780 | |
| }, | |
| { | |
| "epoch": 38.75, | |
| "learning_rate": 2.6358208955223883e-05, | |
| "loss": 0.4316, | |
| "step": 2790 | |
| }, | |
| { | |
| "epoch": 38.89, | |
| "learning_rate": 2.6298507462686572e-05, | |
| "loss": 0.4394, | |
| "step": 2800 | |
| }, | |
| { | |
| "epoch": 39.0, | |
| "eval_loss": 0.23846423625946045, | |
| "eval_runtime": 126.0839, | |
| "eval_samples_per_second": 4.219, | |
| "eval_steps_per_second": 0.531, | |
| "eval_wer": 0.10201195603265412, | |
| "step": 2808 | |
| }, | |
| { | |
| "epoch": 39.03, | |
| "learning_rate": 2.6238805970149254e-05, | |
| "loss": 0.4507, | |
| "step": 2810 | |
| }, | |
| { | |
| "epoch": 39.17, | |
| "learning_rate": 2.6179104477611944e-05, | |
| "loss": 0.4209, | |
| "step": 2820 | |
| }, | |
| { | |
| "epoch": 39.3, | |
| "learning_rate": 2.611940298507463e-05, | |
| "loss": 0.4576, | |
| "step": 2830 | |
| }, | |
| { | |
| "epoch": 39.44, | |
| "learning_rate": 2.6059701492537316e-05, | |
| "loss": 0.4214, | |
| "step": 2840 | |
| }, | |
| { | |
| "epoch": 39.58, | |
| "learning_rate": 2.6000000000000002e-05, | |
| "loss": 0.423, | |
| "step": 2850 | |
| }, | |
| { | |
| "epoch": 39.72, | |
| "learning_rate": 2.5940298507462688e-05, | |
| "loss": 0.4202, | |
| "step": 2860 | |
| }, | |
| { | |
| "epoch": 39.86, | |
| "learning_rate": 2.5880597014925374e-05, | |
| "loss": 0.4318, | |
| "step": 2870 | |
| }, | |
| { | |
| "epoch": 40.0, | |
| "learning_rate": 2.5820895522388063e-05, | |
| "loss": 0.4415, | |
| "step": 2880 | |
| }, | |
| { | |
| "epoch": 40.0, | |
| "eval_loss": 0.24278585612773895, | |
| "eval_runtime": 125.8451, | |
| "eval_samples_per_second": 4.227, | |
| "eval_steps_per_second": 0.532, | |
| "eval_wer": 0.10207623577810632, | |
| "step": 2880 | |
| }, | |
| { | |
| "epoch": 40.14, | |
| "learning_rate": 2.5761194029850746e-05, | |
| "loss": 0.4239, | |
| "step": 2890 | |
| }, | |
| { | |
| "epoch": 40.28, | |
| "learning_rate": 2.5701492537313435e-05, | |
| "loss": 0.4266, | |
| "step": 2900 | |
| }, | |
| { | |
| "epoch": 40.42, | |
| "learning_rate": 2.5641791044776124e-05, | |
| "loss": 0.4243, | |
| "step": 2910 | |
| }, | |
| { | |
| "epoch": 40.55, | |
| "learning_rate": 2.5582089552238807e-05, | |
| "loss": 0.4191, | |
| "step": 2920 | |
| }, | |
| { | |
| "epoch": 40.69, | |
| "learning_rate": 2.5522388059701496e-05, | |
| "loss": 0.4151, | |
| "step": 2930 | |
| }, | |
| { | |
| "epoch": 40.83, | |
| "learning_rate": 2.5462686567164182e-05, | |
| "loss": 0.4495, | |
| "step": 2940 | |
| }, | |
| { | |
| "epoch": 40.97, | |
| "learning_rate": 2.540298507462687e-05, | |
| "loss": 0.4173, | |
| "step": 2950 | |
| }, | |
| { | |
| "epoch": 41.0, | |
| "eval_loss": 0.23555202782154083, | |
| "eval_runtime": 126.2962, | |
| "eval_samples_per_second": 4.212, | |
| "eval_steps_per_second": 0.53, | |
| "eval_wer": 0.10162627755994086, | |
| "step": 2952 | |
| }, | |
| { | |
| "epoch": 41.11, | |
| "learning_rate": 2.5343283582089554e-05, | |
| "loss": 0.4292, | |
| "step": 2960 | |
| }, | |
| { | |
| "epoch": 41.25, | |
| "learning_rate": 2.528358208955224e-05, | |
| "loss": 0.4236, | |
| "step": 2970 | |
| }, | |
| { | |
| "epoch": 41.39, | |
| "learning_rate": 2.5223880597014926e-05, | |
| "loss": 0.4154, | |
| "step": 2980 | |
| }, | |
| { | |
| "epoch": 41.53, | |
| "learning_rate": 2.5164179104477616e-05, | |
| "loss": 0.4169, | |
| "step": 2990 | |
| }, | |
| { | |
| "epoch": 41.66, | |
| "learning_rate": 2.5104477611940298e-05, | |
| "loss": 0.4204, | |
| "step": 3000 | |
| }, | |
| { | |
| "epoch": 41.8, | |
| "learning_rate": 2.5044776119402988e-05, | |
| "loss": 0.4267, | |
| "step": 3010 | |
| }, | |
| { | |
| "epoch": 41.94, | |
| "learning_rate": 2.4985074626865674e-05, | |
| "loss": 0.4006, | |
| "step": 3020 | |
| }, | |
| { | |
| "epoch": 42.0, | |
| "eval_loss": 0.2461443990468979, | |
| "eval_runtime": 126.1445, | |
| "eval_samples_per_second": 4.217, | |
| "eval_steps_per_second": 0.531, | |
| "eval_wer": 0.10066208137815774, | |
| "step": 3024 | |
| }, | |
| { | |
| "epoch": 42.08, | |
| "learning_rate": 2.492537313432836e-05, | |
| "loss": 0.4439, | |
| "step": 3030 | |
| }, | |
| { | |
| "epoch": 42.22, | |
| "learning_rate": 2.4865671641791045e-05, | |
| "loss": 0.4252, | |
| "step": 3040 | |
| }, | |
| { | |
| "epoch": 42.36, | |
| "learning_rate": 2.4805970149253735e-05, | |
| "loss": 0.4325, | |
| "step": 3050 | |
| }, | |
| { | |
| "epoch": 42.5, | |
| "learning_rate": 2.4746268656716417e-05, | |
| "loss": 0.4272, | |
| "step": 3060 | |
| }, | |
| { | |
| "epoch": 42.64, | |
| "learning_rate": 2.4686567164179107e-05, | |
| "loss": 0.4098, | |
| "step": 3070 | |
| }, | |
| { | |
| "epoch": 42.78, | |
| "learning_rate": 2.462686567164179e-05, | |
| "loss": 0.4486, | |
| "step": 3080 | |
| }, | |
| { | |
| "epoch": 42.91, | |
| "learning_rate": 2.456716417910448e-05, | |
| "loss": 0.4055, | |
| "step": 3090 | |
| }, | |
| { | |
| "epoch": 43.0, | |
| "eval_loss": 0.2412189096212387, | |
| "eval_runtime": 126.0755, | |
| "eval_samples_per_second": 4.22, | |
| "eval_steps_per_second": 0.531, | |
| "eval_wer": 0.09982644468727904, | |
| "step": 3096 | |
| }, | |
| { | |
| "epoch": 43.06, | |
| "learning_rate": 2.4507462686567168e-05, | |
| "loss": 0.4263, | |
| "step": 3100 | |
| }, | |
| { | |
| "epoch": 43.19, | |
| "learning_rate": 2.444776119402985e-05, | |
| "loss": 0.3997, | |
| "step": 3110 | |
| }, | |
| { | |
| "epoch": 43.33, | |
| "learning_rate": 2.438805970149254e-05, | |
| "loss": 0.4182, | |
| "step": 3120 | |
| }, | |
| { | |
| "epoch": 43.47, | |
| "learning_rate": 2.4328358208955226e-05, | |
| "loss": 0.3947, | |
| "step": 3130 | |
| }, | |
| { | |
| "epoch": 43.61, | |
| "learning_rate": 2.4268656716417912e-05, | |
| "loss": 0.4137, | |
| "step": 3140 | |
| }, | |
| { | |
| "epoch": 43.75, | |
| "learning_rate": 2.4208955223880598e-05, | |
| "loss": 0.4353, | |
| "step": 3150 | |
| }, | |
| { | |
| "epoch": 43.89, | |
| "learning_rate": 2.4149253731343287e-05, | |
| "loss": 0.4163, | |
| "step": 3160 | |
| }, | |
| { | |
| "epoch": 44.0, | |
| "eval_loss": 0.2378450334072113, | |
| "eval_runtime": 126.3642, | |
| "eval_samples_per_second": 4.21, | |
| "eval_steps_per_second": 0.53, | |
| "eval_wer": 0.09764093334190396, | |
| "step": 3168 | |
| }, | |
| { | |
| "epoch": 44.03, | |
| "learning_rate": 2.408955223880597e-05, | |
| "loss": 0.4417, | |
| "step": 3170 | |
| }, | |
| { | |
| "epoch": 44.17, | |
| "learning_rate": 2.402985074626866e-05, | |
| "loss": 0.4039, | |
| "step": 3180 | |
| }, | |
| { | |
| "epoch": 44.3, | |
| "learning_rate": 2.397014925373135e-05, | |
| "loss": 0.4352, | |
| "step": 3190 | |
| }, | |
| { | |
| "epoch": 44.44, | |
| "learning_rate": 2.391044776119403e-05, | |
| "loss": 0.427, | |
| "step": 3200 | |
| }, | |
| { | |
| "epoch": 44.58, | |
| "learning_rate": 2.385074626865672e-05, | |
| "loss": 0.4411, | |
| "step": 3210 | |
| }, | |
| { | |
| "epoch": 44.72, | |
| "learning_rate": 2.3791044776119403e-05, | |
| "loss": 0.4179, | |
| "step": 3220 | |
| }, | |
| { | |
| "epoch": 44.86, | |
| "learning_rate": 2.3731343283582093e-05, | |
| "loss": 0.4097, | |
| "step": 3230 | |
| }, | |
| { | |
| "epoch": 45.0, | |
| "learning_rate": 2.367164179104478e-05, | |
| "loss": 0.4143, | |
| "step": 3240 | |
| }, | |
| { | |
| "epoch": 45.0, | |
| "eval_loss": 0.24707278609275818, | |
| "eval_runtime": 125.5036, | |
| "eval_samples_per_second": 4.239, | |
| "eval_steps_per_second": 0.534, | |
| "eval_wer": 0.09963360545092241, | |
| "step": 3240 | |
| }, | |
| { | |
| "epoch": 45.14, | |
| "learning_rate": 2.3611940298507465e-05, | |
| "loss": 0.4225, | |
| "step": 3250 | |
| }, | |
| { | |
| "epoch": 45.28, | |
| "learning_rate": 2.355223880597015e-05, | |
| "loss": 0.4257, | |
| "step": 3260 | |
| }, | |
| { | |
| "epoch": 45.42, | |
| "learning_rate": 2.349253731343284e-05, | |
| "loss": 0.3972, | |
| "step": 3270 | |
| }, | |
| { | |
| "epoch": 45.55, | |
| "learning_rate": 2.3432835820895522e-05, | |
| "loss": 0.4127, | |
| "step": 3280 | |
| }, | |
| { | |
| "epoch": 45.69, | |
| "learning_rate": 2.3373134328358212e-05, | |
| "loss": 0.4115, | |
| "step": 3290 | |
| }, | |
| { | |
| "epoch": 45.83, | |
| "learning_rate": 2.3313432835820898e-05, | |
| "loss": 0.4254, | |
| "step": 3300 | |
| }, | |
| { | |
| "epoch": 45.97, | |
| "learning_rate": 2.3253731343283584e-05, | |
| "loss": 0.4132, | |
| "step": 3310 | |
| }, | |
| { | |
| "epoch": 46.0, | |
| "eval_loss": 0.24572667479515076, | |
| "eval_runtime": 126.1861, | |
| "eval_samples_per_second": 4.216, | |
| "eval_steps_per_second": 0.531, | |
| "eval_wer": 0.10040496239634891, | |
| "step": 3312 | |
| }, | |
| { | |
| "epoch": 46.11, | |
| "learning_rate": 2.319402985074627e-05, | |
| "loss": 0.425, | |
| "step": 3320 | |
| }, | |
| { | |
| "epoch": 46.25, | |
| "learning_rate": 2.3134328358208956e-05, | |
| "loss": 0.4294, | |
| "step": 3330 | |
| }, | |
| { | |
| "epoch": 46.39, | |
| "learning_rate": 2.3074626865671642e-05, | |
| "loss": 0.4125, | |
| "step": 3340 | |
| }, | |
| { | |
| "epoch": 46.53, | |
| "learning_rate": 2.301492537313433e-05, | |
| "loss": 0.4113, | |
| "step": 3350 | |
| }, | |
| { | |
| "epoch": 46.66, | |
| "learning_rate": 2.2955223880597014e-05, | |
| "loss": 0.4102, | |
| "step": 3360 | |
| }, | |
| { | |
| "epoch": 46.8, | |
| "learning_rate": 2.2895522388059703e-05, | |
| "loss": 0.4069, | |
| "step": 3370 | |
| }, | |
| { | |
| "epoch": 46.94, | |
| "learning_rate": 2.2835820895522392e-05, | |
| "loss": 0.3991, | |
| "step": 3380 | |
| }, | |
| { | |
| "epoch": 47.0, | |
| "eval_loss": 0.23504526913166046, | |
| "eval_runtime": 126.0664, | |
| "eval_samples_per_second": 4.22, | |
| "eval_steps_per_second": 0.531, | |
| "eval_wer": 0.1019476762872019, | |
| "step": 3384 | |
| }, | |
| { | |
| "epoch": 47.08, | |
| "learning_rate": 2.2776119402985075e-05, | |
| "loss": 0.4349, | |
| "step": 3390 | |
| }, | |
| { | |
| "epoch": 47.22, | |
| "learning_rate": 2.2716417910447764e-05, | |
| "loss": 0.4032, | |
| "step": 3400 | |
| }, | |
| { | |
| "epoch": 47.36, | |
| "learning_rate": 2.265671641791045e-05, | |
| "loss": 0.4088, | |
| "step": 3410 | |
| }, | |
| { | |
| "epoch": 47.5, | |
| "learning_rate": 2.2597014925373136e-05, | |
| "loss": 0.4182, | |
| "step": 3420 | |
| }, | |
| { | |
| "epoch": 47.64, | |
| "learning_rate": 2.2537313432835822e-05, | |
| "loss": 0.4022, | |
| "step": 3430 | |
| }, | |
| { | |
| "epoch": 47.78, | |
| "learning_rate": 2.2477611940298508e-05, | |
| "loss": 0.4224, | |
| "step": 3440 | |
| }, | |
| { | |
| "epoch": 47.91, | |
| "learning_rate": 2.2417910447761194e-05, | |
| "loss": 0.4014, | |
| "step": 3450 | |
| }, | |
| { | |
| "epoch": 48.0, | |
| "eval_loss": 0.24001802504062653, | |
| "eval_runtime": 125.8626, | |
| "eval_samples_per_second": 4.227, | |
| "eval_steps_per_second": 0.532, | |
| "eval_wer": 0.10252619399627177, | |
| "step": 3456 | |
| }, | |
| { | |
| "epoch": 48.06, | |
| "learning_rate": 2.2358208955223884e-05, | |
| "loss": 0.4388, | |
| "step": 3460 | |
| }, | |
| { | |
| "epoch": 48.19, | |
| "learning_rate": 2.2298507462686566e-05, | |
| "loss": 0.3885, | |
| "step": 3470 | |
| }, | |
| { | |
| "epoch": 48.33, | |
| "learning_rate": 2.2238805970149256e-05, | |
| "loss": 0.4108, | |
| "step": 3480 | |
| }, | |
| { | |
| "epoch": 48.47, | |
| "learning_rate": 2.2179104477611945e-05, | |
| "loss": 0.4112, | |
| "step": 3490 | |
| }, | |
| { | |
| "epoch": 48.61, | |
| "learning_rate": 2.2119402985074627e-05, | |
| "loss": 0.4182, | |
| "step": 3500 | |
| }, | |
| { | |
| "epoch": 48.75, | |
| "learning_rate": 2.2059701492537317e-05, | |
| "loss": 0.4098, | |
| "step": 3510 | |
| }, | |
| { | |
| "epoch": 48.89, | |
| "learning_rate": 2.2000000000000003e-05, | |
| "loss": 0.416, | |
| "step": 3520 | |
| }, | |
| { | |
| "epoch": 49.0, | |
| "eval_loss": 0.23704026639461517, | |
| "eval_runtime": 125.7226, | |
| "eval_samples_per_second": 4.232, | |
| "eval_steps_per_second": 0.533, | |
| "eval_wer": 0.10104775985087099, | |
| "step": 3528 | |
| }, | |
| { | |
| "epoch": 49.03, | |
| "learning_rate": 2.194029850746269e-05, | |
| "loss": 0.4186, | |
| "step": 3530 | |
| }, | |
| { | |
| "epoch": 49.17, | |
| "learning_rate": 2.1880597014925375e-05, | |
| "loss": 0.4057, | |
| "step": 3540 | |
| }, | |
| { | |
| "epoch": 49.3, | |
| "learning_rate": 2.1820895522388064e-05, | |
| "loss": 0.4123, | |
| "step": 3550 | |
| }, | |
| { | |
| "epoch": 49.44, | |
| "learning_rate": 2.1761194029850747e-05, | |
| "loss": 0.4104, | |
| "step": 3560 | |
| }, | |
| { | |
| "epoch": 49.58, | |
| "learning_rate": 2.1701492537313436e-05, | |
| "loss": 0.4368, | |
| "step": 3570 | |
| }, | |
| { | |
| "epoch": 49.72, | |
| "learning_rate": 2.164179104477612e-05, | |
| "loss": 0.389, | |
| "step": 3580 | |
| }, | |
| { | |
| "epoch": 49.86, | |
| "learning_rate": 2.1582089552238808e-05, | |
| "loss": 0.4215, | |
| "step": 3590 | |
| }, | |
| { | |
| "epoch": 50.0, | |
| "learning_rate": 2.1522388059701494e-05, | |
| "loss": 0.4067, | |
| "step": 3600 | |
| }, | |
| { | |
| "epoch": 50.0, | |
| "eval_loss": 0.24442437291145325, | |
| "eval_runtime": 125.7495, | |
| "eval_samples_per_second": 4.231, | |
| "eval_steps_per_second": 0.533, | |
| "eval_wer": 0.10104775985087099, | |
| "step": 3600 | |
| }, | |
| { | |
| "epoch": 50.14, | |
| "learning_rate": 2.146268656716418e-05, | |
| "loss": 0.4199, | |
| "step": 3610 | |
| }, | |
| { | |
| "epoch": 50.28, | |
| "learning_rate": 2.1402985074626866e-05, | |
| "loss": 0.4271, | |
| "step": 3620 | |
| }, | |
| { | |
| "epoch": 50.42, | |
| "learning_rate": 2.1343283582089555e-05, | |
| "loss": 0.3991, | |
| "step": 3630 | |
| }, | |
| { | |
| "epoch": 50.55, | |
| "learning_rate": 2.1283582089552238e-05, | |
| "loss": 0.4126, | |
| "step": 3640 | |
| }, | |
| { | |
| "epoch": 50.69, | |
| "learning_rate": 2.1223880597014927e-05, | |
| "loss": 0.3957, | |
| "step": 3650 | |
| }, | |
| { | |
| "epoch": 50.83, | |
| "learning_rate": 2.1164179104477617e-05, | |
| "loss": 0.4149, | |
| "step": 3660 | |
| }, | |
| { | |
| "epoch": 50.97, | |
| "learning_rate": 2.11044776119403e-05, | |
| "loss": 0.3876, | |
| "step": 3670 | |
| }, | |
| { | |
| "epoch": 51.0, | |
| "eval_loss": 0.24910078942775726, | |
| "eval_runtime": 125.9782, | |
| "eval_samples_per_second": 4.223, | |
| "eval_steps_per_second": 0.532, | |
| "eval_wer": 0.10574018126888217, | |
| "step": 3672 | |
| }, | |
| { | |
| "epoch": 51.11, | |
| "learning_rate": 2.104477611940299e-05, | |
| "loss": 0.4163, | |
| "step": 3680 | |
| }, | |
| { | |
| "epoch": 51.25, | |
| "learning_rate": 2.098507462686567e-05, | |
| "loss": 0.4077, | |
| "step": 3690 | |
| }, | |
| { | |
| "epoch": 51.39, | |
| "learning_rate": 2.092537313432836e-05, | |
| "loss": 0.3953, | |
| "step": 3700 | |
| }, | |
| { | |
| "epoch": 51.53, | |
| "learning_rate": 2.0865671641791047e-05, | |
| "loss": 0.4068, | |
| "step": 3710 | |
| }, | |
| { | |
| "epoch": 51.66, | |
| "learning_rate": 2.0805970149253732e-05, | |
| "loss": 0.393, | |
| "step": 3720 | |
| }, | |
| { | |
| "epoch": 51.8, | |
| "learning_rate": 2.074626865671642e-05, | |
| "loss": 0.4173, | |
| "step": 3730 | |
| }, | |
| { | |
| "epoch": 51.94, | |
| "learning_rate": 2.0686567164179108e-05, | |
| "loss": 0.3964, | |
| "step": 3740 | |
| }, | |
| { | |
| "epoch": 52.0, | |
| "eval_loss": 0.24512773752212524, | |
| "eval_runtime": 125.7387, | |
| "eval_samples_per_second": 4.231, | |
| "eval_steps_per_second": 0.533, | |
| "eval_wer": 0.107540014141544, | |
| "step": 3744 | |
| }, | |
| { | |
| "epoch": 52.08, | |
| "learning_rate": 2.062686567164179e-05, | |
| "loss": 0.4127, | |
| "step": 3750 | |
| }, | |
| { | |
| "epoch": 52.22, | |
| "learning_rate": 2.056716417910448e-05, | |
| "loss": 0.3952, | |
| "step": 3760 | |
| }, | |
| { | |
| "epoch": 52.36, | |
| "learning_rate": 2.050746268656717e-05, | |
| "loss": 0.4053, | |
| "step": 3770 | |
| }, | |
| { | |
| "epoch": 52.5, | |
| "learning_rate": 2.0447761194029852e-05, | |
| "loss": 0.3971, | |
| "step": 3780 | |
| }, | |
| { | |
| "epoch": 52.64, | |
| "learning_rate": 2.038805970149254e-05, | |
| "loss": 0.3991, | |
| "step": 3790 | |
| }, | |
| { | |
| "epoch": 52.78, | |
| "learning_rate": 2.0328358208955224e-05, | |
| "loss": 0.4185, | |
| "step": 3800 | |
| }, | |
| { | |
| "epoch": 52.91, | |
| "learning_rate": 2.0268656716417913e-05, | |
| "loss": 0.3903, | |
| "step": 3810 | |
| }, | |
| { | |
| "epoch": 53.0, | |
| "eval_loss": 0.2395084798336029, | |
| "eval_runtime": 125.76, | |
| "eval_samples_per_second": 4.23, | |
| "eval_steps_per_second": 0.533, | |
| "eval_wer": 0.1003406826508967, | |
| "step": 3816 | |
| }, | |
| { | |
| "epoch": 53.06, | |
| "learning_rate": 2.02089552238806e-05, | |
| "loss": 0.4163, | |
| "step": 3820 | |
| }, | |
| { | |
| "epoch": 53.19, | |
| "learning_rate": 2.0149253731343285e-05, | |
| "loss": 0.3868, | |
| "step": 3830 | |
| }, | |
| { | |
| "epoch": 53.33, | |
| "learning_rate": 2.008955223880597e-05, | |
| "loss": 0.4007, | |
| "step": 3840 | |
| }, | |
| { | |
| "epoch": 53.47, | |
| "learning_rate": 2.002985074626866e-05, | |
| "loss": 0.3875, | |
| "step": 3850 | |
| }, | |
| { | |
| "epoch": 53.61, | |
| "learning_rate": 1.9970149253731346e-05, | |
| "loss": 0.4216, | |
| "step": 3860 | |
| }, | |
| { | |
| "epoch": 53.75, | |
| "learning_rate": 1.9910447761194032e-05, | |
| "loss": 0.3949, | |
| "step": 3870 | |
| }, | |
| { | |
| "epoch": 53.89, | |
| "learning_rate": 1.9850746268656718e-05, | |
| "loss": 0.4036, | |
| "step": 3880 | |
| }, | |
| { | |
| "epoch": 54.0, | |
| "eval_loss": 0.24462918937206268, | |
| "eval_runtime": 126.2945, | |
| "eval_samples_per_second": 4.212, | |
| "eval_steps_per_second": 0.531, | |
| "eval_wer": 0.10156199781448866, | |
| "step": 3888 | |
| }, | |
| { | |
| "epoch": 54.03, | |
| "learning_rate": 1.9791044776119404e-05, | |
| "loss": 0.4073, | |
| "step": 3890 | |
| }, | |
| { | |
| "epoch": 54.17, | |
| "learning_rate": 1.973134328358209e-05, | |
| "loss": 0.3996, | |
| "step": 3900 | |
| }, | |
| { | |
| "epoch": 54.3, | |
| "learning_rate": 1.9671641791044776e-05, | |
| "loss": 0.4012, | |
| "step": 3910 | |
| }, | |
| { | |
| "epoch": 54.44, | |
| "learning_rate": 1.9611940298507462e-05, | |
| "loss": 0.3978, | |
| "step": 3920 | |
| }, | |
| { | |
| "epoch": 54.58, | |
| "learning_rate": 1.955223880597015e-05, | |
| "loss": 0.4077, | |
| "step": 3930 | |
| }, | |
| { | |
| "epoch": 54.72, | |
| "learning_rate": 1.9492537313432838e-05, | |
| "loss": 0.4047, | |
| "step": 3940 | |
| }, | |
| { | |
| "epoch": 54.86, | |
| "learning_rate": 1.9432835820895523e-05, | |
| "loss": 0.4002, | |
| "step": 3950 | |
| }, | |
| { | |
| "epoch": 55.0, | |
| "learning_rate": 1.937313432835821e-05, | |
| "loss": 0.3936, | |
| "step": 3960 | |
| }, | |
| { | |
| "epoch": 55.0, | |
| "eval_loss": 0.2519935965538025, | |
| "eval_runtime": 125.9606, | |
| "eval_samples_per_second": 4.224, | |
| "eval_steps_per_second": 0.532, | |
| "eval_wer": 0.09969788519637462, | |
| "step": 3960 | |
| }, | |
| { | |
| "epoch": 55.14, | |
| "learning_rate": 1.93134328358209e-05, | |
| "loss": 0.3979, | |
| "step": 3970 | |
| }, | |
| { | |
| "epoch": 55.28, | |
| "learning_rate": 1.9253731343283585e-05, | |
| "loss": 0.3871, | |
| "step": 3980 | |
| }, | |
| { | |
| "epoch": 55.42, | |
| "learning_rate": 1.919402985074627e-05, | |
| "loss": 0.3952, | |
| "step": 3990 | |
| }, | |
| { | |
| "epoch": 55.55, | |
| "learning_rate": 1.9134328358208957e-05, | |
| "loss": 0.4048, | |
| "step": 4000 | |
| }, | |
| { | |
| "epoch": 55.69, | |
| "learning_rate": 1.9074626865671643e-05, | |
| "loss": 0.386, | |
| "step": 4010 | |
| }, | |
| { | |
| "epoch": 55.83, | |
| "learning_rate": 1.901492537313433e-05, | |
| "loss": 0.4128, | |
| "step": 4020 | |
| }, | |
| { | |
| "epoch": 55.97, | |
| "learning_rate": 1.8955223880597015e-05, | |
| "loss": 0.4094, | |
| "step": 4030 | |
| }, | |
| { | |
| "epoch": 56.0, | |
| "eval_loss": 0.24009455740451813, | |
| "eval_runtime": 125.9732, | |
| "eval_samples_per_second": 4.223, | |
| "eval_steps_per_second": 0.532, | |
| "eval_wer": 0.09918364723275695, | |
| "step": 4032 | |
| }, | |
| { | |
| "epoch": 56.11, | |
| "learning_rate": 1.8895522388059704e-05, | |
| "loss": 0.4111, | |
| "step": 4040 | |
| }, | |
| { | |
| "epoch": 56.25, | |
| "learning_rate": 1.883582089552239e-05, | |
| "loss": 0.3947, | |
| "step": 4050 | |
| }, | |
| { | |
| "epoch": 56.39, | |
| "learning_rate": 1.8776119402985076e-05, | |
| "loss": 0.3844, | |
| "step": 4060 | |
| }, | |
| { | |
| "epoch": 56.53, | |
| "learning_rate": 1.8716417910447762e-05, | |
| "loss": 0.3964, | |
| "step": 4070 | |
| }, | |
| { | |
| "epoch": 56.66, | |
| "learning_rate": 1.865671641791045e-05, | |
| "loss": 0.3786, | |
| "step": 4080 | |
| }, | |
| { | |
| "epoch": 56.8, | |
| "learning_rate": 1.8597014925373137e-05, | |
| "loss": 0.3807, | |
| "step": 4090 | |
| }, | |
| { | |
| "epoch": 56.94, | |
| "learning_rate": 1.8537313432835823e-05, | |
| "loss": 0.3977, | |
| "step": 4100 | |
| }, | |
| { | |
| "epoch": 57.0, | |
| "eval_loss": 0.24981184303760529, | |
| "eval_runtime": 125.5082, | |
| "eval_samples_per_second": 4.239, | |
| "eval_steps_per_second": 0.534, | |
| "eval_wer": 0.10188339654174969, | |
| "step": 4104 | |
| }, | |
| { | |
| "epoch": 57.08, | |
| "learning_rate": 1.847761194029851e-05, | |
| "loss": 0.4155, | |
| "step": 4110 | |
| }, | |
| { | |
| "epoch": 57.22, | |
| "learning_rate": 1.8417910447761195e-05, | |
| "loss": 0.3968, | |
| "step": 4120 | |
| }, | |
| { | |
| "epoch": 57.36, | |
| "learning_rate": 1.835820895522388e-05, | |
| "loss": 0.3924, | |
| "step": 4130 | |
| }, | |
| { | |
| "epoch": 57.5, | |
| "learning_rate": 1.8298507462686567e-05, | |
| "loss": 0.3905, | |
| "step": 4140 | |
| }, | |
| { | |
| "epoch": 57.64, | |
| "learning_rate": 1.8238805970149257e-05, | |
| "loss": 0.3886, | |
| "step": 4150 | |
| }, | |
| { | |
| "epoch": 57.78, | |
| "learning_rate": 1.8179104477611943e-05, | |
| "loss": 0.3999, | |
| "step": 4160 | |
| }, | |
| { | |
| "epoch": 57.91, | |
| "learning_rate": 1.811940298507463e-05, | |
| "loss": 0.3942, | |
| "step": 4170 | |
| }, | |
| { | |
| "epoch": 58.0, | |
| "eval_loss": 0.24964629113674164, | |
| "eval_runtime": 125.983, | |
| "eval_samples_per_second": 4.223, | |
| "eval_steps_per_second": 0.532, | |
| "eval_wer": 0.09892652825094812, | |
| "step": 4176 | |
| }, | |
| { | |
| "epoch": 58.06, | |
| "learning_rate": 1.8059701492537314e-05, | |
| "loss": 0.4191, | |
| "step": 4180 | |
| }, | |
| { | |
| "epoch": 58.19, | |
| "learning_rate": 1.8e-05, | |
| "loss": 0.3811, | |
| "step": 4190 | |
| }, | |
| { | |
| "epoch": 58.33, | |
| "learning_rate": 1.7940298507462686e-05, | |
| "loss": 0.4079, | |
| "step": 4200 | |
| }, | |
| { | |
| "epoch": 58.47, | |
| "learning_rate": 1.7880597014925372e-05, | |
| "loss": 0.3942, | |
| "step": 4210 | |
| }, | |
| { | |
| "epoch": 58.61, | |
| "learning_rate": 1.7820895522388062e-05, | |
| "loss": 0.412, | |
| "step": 4220 | |
| }, | |
| { | |
| "epoch": 58.75, | |
| "learning_rate": 1.7761194029850748e-05, | |
| "loss": 0.4076, | |
| "step": 4230 | |
| }, | |
| { | |
| "epoch": 58.89, | |
| "learning_rate": 1.7701492537313434e-05, | |
| "loss": 0.4052, | |
| "step": 4240 | |
| }, | |
| { | |
| "epoch": 59.0, | |
| "eval_loss": 0.25066983699798584, | |
| "eval_runtime": 125.8996, | |
| "eval_samples_per_second": 4.226, | |
| "eval_steps_per_second": 0.532, | |
| "eval_wer": 0.10214051552355853, | |
| "step": 4248 | |
| }, | |
| { | |
| "epoch": 59.03, | |
| "learning_rate": 1.764179104477612e-05, | |
| "loss": 0.4133, | |
| "step": 4250 | |
| }, | |
| { | |
| "epoch": 59.17, | |
| "learning_rate": 1.758208955223881e-05, | |
| "loss": 0.386, | |
| "step": 4260 | |
| }, | |
| { | |
| "epoch": 59.3, | |
| "learning_rate": 1.7522388059701495e-05, | |
| "loss": 0.4076, | |
| "step": 4270 | |
| }, | |
| { | |
| "epoch": 59.44, | |
| "learning_rate": 1.746268656716418e-05, | |
| "loss": 0.3842, | |
| "step": 4280 | |
| }, | |
| { | |
| "epoch": 59.58, | |
| "learning_rate": 1.7402985074626867e-05, | |
| "loss": 0.3998, | |
| "step": 4290 | |
| }, | |
| { | |
| "epoch": 59.72, | |
| "learning_rate": 1.7343283582089553e-05, | |
| "loss": 0.3767, | |
| "step": 4300 | |
| }, | |
| { | |
| "epoch": 59.86, | |
| "learning_rate": 1.728358208955224e-05, | |
| "loss": 0.3866, | |
| "step": 4310 | |
| }, | |
| { | |
| "epoch": 60.0, | |
| "learning_rate": 1.7223880597014925e-05, | |
| "loss": 0.3995, | |
| "step": 4320 | |
| }, | |
| { | |
| "epoch": 60.0, | |
| "eval_loss": 0.23820430040359497, | |
| "eval_runtime": 125.7461, | |
| "eval_samples_per_second": 4.231, | |
| "eval_steps_per_second": 0.533, | |
| "eval_wer": 0.09989072443273124, | |
| "step": 4320 | |
| }, | |
| { | |
| "epoch": 60.14, | |
| "learning_rate": 1.7164179104477614e-05, | |
| "loss": 0.4052, | |
| "step": 4330 | |
| }, | |
| { | |
| "epoch": 60.28, | |
| "learning_rate": 1.71044776119403e-05, | |
| "loss": 0.3937, | |
| "step": 4340 | |
| }, | |
| { | |
| "epoch": 60.42, | |
| "learning_rate": 1.7044776119402986e-05, | |
| "loss": 0.3793, | |
| "step": 4350 | |
| }, | |
| { | |
| "epoch": 60.55, | |
| "learning_rate": 1.6985074626865676e-05, | |
| "loss": 0.3852, | |
| "step": 4360 | |
| }, | |
| { | |
| "epoch": 60.69, | |
| "learning_rate": 1.692537313432836e-05, | |
| "loss": 0.3939, | |
| "step": 4370 | |
| }, | |
| { | |
| "epoch": 60.83, | |
| "learning_rate": 1.6865671641791048e-05, | |
| "loss": 0.3996, | |
| "step": 4380 | |
| }, | |
| { | |
| "epoch": 60.97, | |
| "learning_rate": 1.6805970149253734e-05, | |
| "loss": 0.407, | |
| "step": 4390 | |
| }, | |
| { | |
| "epoch": 61.0, | |
| "eval_loss": 0.25172731280326843, | |
| "eval_runtime": 126.4809, | |
| "eval_samples_per_second": 4.206, | |
| "eval_steps_per_second": 0.53, | |
| "eval_wer": 0.10374750915986372, | |
| "step": 4392 | |
| }, | |
| { | |
| "epoch": 61.11, | |
| "learning_rate": 1.674626865671642e-05, | |
| "loss": 0.4135, | |
| "step": 4400 | |
| }, | |
| { | |
| "epoch": 61.25, | |
| "learning_rate": 1.6686567164179105e-05, | |
| "loss": 0.3796, | |
| "step": 4410 | |
| }, | |
| { | |
| "epoch": 61.39, | |
| "learning_rate": 1.662686567164179e-05, | |
| "loss": 0.3941, | |
| "step": 4420 | |
| }, | |
| { | |
| "epoch": 61.53, | |
| "learning_rate": 1.6567164179104477e-05, | |
| "loss": 0.3988, | |
| "step": 4430 | |
| }, | |
| { | |
| "epoch": 61.66, | |
| "learning_rate": 1.6507462686567167e-05, | |
| "loss": 0.3897, | |
| "step": 4440 | |
| }, | |
| { | |
| "epoch": 61.8, | |
| "learning_rate": 1.6447761194029853e-05, | |
| "loss": 0.3962, | |
| "step": 4450 | |
| }, | |
| { | |
| "epoch": 61.94, | |
| "learning_rate": 1.638805970149254e-05, | |
| "loss": 0.4067, | |
| "step": 4460 | |
| }, | |
| { | |
| "epoch": 62.0, | |
| "eval_loss": 0.24298657476902008, | |
| "eval_runtime": 125.7439, | |
| "eval_samples_per_second": 4.231, | |
| "eval_steps_per_second": 0.533, | |
| "eval_wer": 0.10336183068715048, | |
| "step": 4464 | |
| }, | |
| { | |
| "epoch": 62.08, | |
| "learning_rate": 1.6328358208955225e-05, | |
| "loss": 0.4137, | |
| "step": 4470 | |
| }, | |
| { | |
| "epoch": 62.22, | |
| "learning_rate": 1.626865671641791e-05, | |
| "loss": 0.395, | |
| "step": 4480 | |
| }, | |
| { | |
| "epoch": 62.36, | |
| "learning_rate": 1.6208955223880597e-05, | |
| "loss": 0.3931, | |
| "step": 4490 | |
| }, | |
| { | |
| "epoch": 62.5, | |
| "learning_rate": 1.6149253731343283e-05, | |
| "loss": 0.3991, | |
| "step": 4500 | |
| }, | |
| { | |
| "epoch": 62.64, | |
| "learning_rate": 1.6089552238805972e-05, | |
| "loss": 0.3887, | |
| "step": 4510 | |
| }, | |
| { | |
| "epoch": 62.78, | |
| "learning_rate": 1.6029850746268658e-05, | |
| "loss": 0.3973, | |
| "step": 4520 | |
| }, | |
| { | |
| "epoch": 62.91, | |
| "learning_rate": 1.5970149253731344e-05, | |
| "loss": 0.3887, | |
| "step": 4530 | |
| }, | |
| { | |
| "epoch": 63.0, | |
| "eval_loss": 0.2414666712284088, | |
| "eval_runtime": 125.7838, | |
| "eval_samples_per_second": 4.229, | |
| "eval_steps_per_second": 0.533, | |
| "eval_wer": 0.09738381436009513, | |
| "step": 4536 | |
| }, | |
| { | |
| "epoch": 63.06, | |
| "learning_rate": 1.5910447761194033e-05, | |
| "loss": 0.4203, | |
| "step": 4540 | |
| }, | |
| { | |
| "epoch": 63.19, | |
| "learning_rate": 1.585074626865672e-05, | |
| "loss": 0.3823, | |
| "step": 4550 | |
| }, | |
| { | |
| "epoch": 63.33, | |
| "learning_rate": 1.5791044776119405e-05, | |
| "loss": 0.4024, | |
| "step": 4560 | |
| }, | |
| { | |
| "epoch": 63.47, | |
| "learning_rate": 1.573134328358209e-05, | |
| "loss": 0.3916, | |
| "step": 4570 | |
| }, | |
| { | |
| "epoch": 63.61, | |
| "learning_rate": 1.5671641791044777e-05, | |
| "loss": 0.391, | |
| "step": 4580 | |
| }, | |
| { | |
| "epoch": 63.75, | |
| "learning_rate": 1.5611940298507463e-05, | |
| "loss": 0.405, | |
| "step": 4590 | |
| }, | |
| { | |
| "epoch": 63.89, | |
| "learning_rate": 1.555223880597015e-05, | |
| "loss": 0.3837, | |
| "step": 4600 | |
| }, | |
| { | |
| "epoch": 64.0, | |
| "eval_loss": 0.24354642629623413, | |
| "eval_runtime": 125.7599, | |
| "eval_samples_per_second": 4.23, | |
| "eval_steps_per_second": 0.533, | |
| "eval_wer": 0.09905508774185254, | |
| "step": 4608 | |
| }, | |
| { | |
| "epoch": 64.03, | |
| "learning_rate": 1.5492537313432835e-05, | |
| "loss": 0.4033, | |
| "step": 4610 | |
| }, | |
| { | |
| "epoch": 64.17, | |
| "learning_rate": 1.5432835820895525e-05, | |
| "loss": 0.3812, | |
| "step": 4620 | |
| }, | |
| { | |
| "epoch": 64.3, | |
| "learning_rate": 1.537313432835821e-05, | |
| "loss": 0.3991, | |
| "step": 4630 | |
| }, | |
| { | |
| "epoch": 64.44, | |
| "learning_rate": 1.5313432835820896e-05, | |
| "loss": 0.373, | |
| "step": 4640 | |
| }, | |
| { | |
| "epoch": 64.58, | |
| "learning_rate": 1.5253731343283584e-05, | |
| "loss": 0.3908, | |
| "step": 4650 | |
| }, | |
| { | |
| "epoch": 64.72, | |
| "learning_rate": 1.519402985074627e-05, | |
| "loss": 0.3911, | |
| "step": 4660 | |
| }, | |
| { | |
| "epoch": 64.86, | |
| "learning_rate": 1.5134328358208956e-05, | |
| "loss": 0.3842, | |
| "step": 4670 | |
| }, | |
| { | |
| "epoch": 65.0, | |
| "learning_rate": 1.5074626865671642e-05, | |
| "loss": 0.3954, | |
| "step": 4680 | |
| }, | |
| { | |
| "epoch": 65.0, | |
| "eval_loss": 0.23839448392391205, | |
| "eval_runtime": 125.9622, | |
| "eval_samples_per_second": 4.223, | |
| "eval_steps_per_second": 0.532, | |
| "eval_wer": 0.09847657003278266, | |
| "step": 4680 | |
| }, | |
| { | |
| "epoch": 65.14, | |
| "learning_rate": 1.501492537313433e-05, | |
| "loss": 0.3912, | |
| "step": 4690 | |
| }, | |
| { | |
| "epoch": 65.28, | |
| "learning_rate": 1.4955223880597016e-05, | |
| "loss": 0.389, | |
| "step": 4700 | |
| }, | |
| { | |
| "epoch": 65.42, | |
| "learning_rate": 1.4895522388059702e-05, | |
| "loss": 0.3712, | |
| "step": 4710 | |
| }, | |
| { | |
| "epoch": 65.55, | |
| "learning_rate": 1.4835820895522391e-05, | |
| "loss": 0.3878, | |
| "step": 4720 | |
| }, | |
| { | |
| "epoch": 65.69, | |
| "learning_rate": 1.4776119402985077e-05, | |
| "loss": 0.3931, | |
| "step": 4730 | |
| }, | |
| { | |
| "epoch": 65.83, | |
| "learning_rate": 1.4716417910447763e-05, | |
| "loss": 0.3928, | |
| "step": 4740 | |
| }, | |
| { | |
| "epoch": 65.97, | |
| "learning_rate": 1.4656716417910449e-05, | |
| "loss": 0.3726, | |
| "step": 4750 | |
| }, | |
| { | |
| "epoch": 66.0, | |
| "eval_loss": 0.25504812598228455, | |
| "eval_runtime": 126.2351, | |
| "eval_samples_per_second": 4.214, | |
| "eval_steps_per_second": 0.531, | |
| "eval_wer": 0.10085492061451437, | |
| "step": 4752 | |
| }, | |
| { | |
| "epoch": 66.11, | |
| "learning_rate": 1.4597014925373137e-05, | |
| "loss": 0.4016, | |
| "step": 4760 | |
| }, | |
| { | |
| "epoch": 66.25, | |
| "learning_rate": 1.4537313432835823e-05, | |
| "loss": 0.3882, | |
| "step": 4770 | |
| }, | |
| { | |
| "epoch": 66.39, | |
| "learning_rate": 1.4477611940298509e-05, | |
| "loss": 0.3835, | |
| "step": 4780 | |
| }, | |
| { | |
| "epoch": 66.53, | |
| "learning_rate": 1.4417910447761195e-05, | |
| "loss": 0.3901, | |
| "step": 4790 | |
| }, | |
| { | |
| "epoch": 66.66, | |
| "learning_rate": 1.4358208955223882e-05, | |
| "loss": 0.3746, | |
| "step": 4800 | |
| }, | |
| { | |
| "epoch": 66.8, | |
| "learning_rate": 1.4298507462686568e-05, | |
| "loss": 0.3787, | |
| "step": 4810 | |
| }, | |
| { | |
| "epoch": 66.94, | |
| "learning_rate": 1.4238805970149254e-05, | |
| "loss": 0.3659, | |
| "step": 4820 | |
| }, | |
| { | |
| "epoch": 67.0, | |
| "eval_loss": 0.25230973958969116, | |
| "eval_runtime": 126.0733, | |
| "eval_samples_per_second": 4.22, | |
| "eval_steps_per_second": 0.531, | |
| "eval_wer": 0.09667673716012085, | |
| "step": 4824 | |
| }, | |
| { | |
| "epoch": 67.08, | |
| "learning_rate": 1.4179104477611942e-05, | |
| "loss": 0.3873, | |
| "step": 4830 | |
| }, | |
| { | |
| "epoch": 67.22, | |
| "learning_rate": 1.4119402985074628e-05, | |
| "loss": 0.3825, | |
| "step": 4840 | |
| }, | |
| { | |
| "epoch": 67.36, | |
| "learning_rate": 1.4059701492537314e-05, | |
| "loss": 0.377, | |
| "step": 4850 | |
| }, | |
| { | |
| "epoch": 67.5, | |
| "learning_rate": 1.4e-05, | |
| "loss": 0.3787, | |
| "step": 4860 | |
| }, | |
| { | |
| "epoch": 67.64, | |
| "learning_rate": 1.394626865671642e-05, | |
| "loss": 0.3879, | |
| "step": 4870 | |
| }, | |
| { | |
| "epoch": 67.78, | |
| "learning_rate": 1.3886567164179105e-05, | |
| "loss": 0.3969, | |
| "step": 4880 | |
| }, | |
| { | |
| "epoch": 67.91, | |
| "learning_rate": 1.3826865671641791e-05, | |
| "loss": 0.376, | |
| "step": 4890 | |
| }, | |
| { | |
| "epoch": 68.0, | |
| "eval_loss": 0.2570798397064209, | |
| "eval_runtime": 126.3905, | |
| "eval_samples_per_second": 4.209, | |
| "eval_steps_per_second": 0.53, | |
| "eval_wer": 0.09731953461464292, | |
| "step": 4896 | |
| }, | |
| { | |
| "epoch": 68.06, | |
| "learning_rate": 1.3767164179104479e-05, | |
| "loss": 0.4091, | |
| "step": 4900 | |
| }, | |
| { | |
| "epoch": 68.19, | |
| "learning_rate": 1.3707462686567165e-05, | |
| "loss": 0.3776, | |
| "step": 4910 | |
| }, | |
| { | |
| "epoch": 68.33, | |
| "learning_rate": 1.364776119402985e-05, | |
| "loss": 0.3937, | |
| "step": 4920 | |
| }, | |
| { | |
| "epoch": 68.47, | |
| "learning_rate": 1.3588059701492537e-05, | |
| "loss": 0.3853, | |
| "step": 4930 | |
| }, | |
| { | |
| "epoch": 68.61, | |
| "learning_rate": 1.3528358208955226e-05, | |
| "loss": 0.3846, | |
| "step": 4940 | |
| }, | |
| { | |
| "epoch": 68.75, | |
| "learning_rate": 1.3468656716417912e-05, | |
| "loss": 0.3816, | |
| "step": 4950 | |
| }, | |
| { | |
| "epoch": 68.89, | |
| "learning_rate": 1.3408955223880598e-05, | |
| "loss": 0.3759, | |
| "step": 4960 | |
| }, | |
| { | |
| "epoch": 69.0, | |
| "eval_loss": 0.25279518961906433, | |
| "eval_runtime": 125.7411, | |
| "eval_samples_per_second": 4.231, | |
| "eval_steps_per_second": 0.533, | |
| "eval_wer": 0.09809089156006942, | |
| "step": 4968 | |
| }, | |
| { | |
| "epoch": 69.03, | |
| "learning_rate": 1.3349253731343286e-05, | |
| "loss": 0.4008, | |
| "step": 4970 | |
| }, | |
| { | |
| "epoch": 69.17, | |
| "learning_rate": 1.3289552238805972e-05, | |
| "loss": 0.3871, | |
| "step": 4980 | |
| }, | |
| { | |
| "epoch": 69.3, | |
| "learning_rate": 1.3229850746268658e-05, | |
| "loss": 0.3825, | |
| "step": 4990 | |
| }, | |
| { | |
| "epoch": 69.44, | |
| "learning_rate": 1.3170149253731344e-05, | |
| "loss": 0.3718, | |
| "step": 5000 | |
| }, | |
| { | |
| "epoch": 69.58, | |
| "learning_rate": 1.3110447761194031e-05, | |
| "loss": 0.3856, | |
| "step": 5010 | |
| }, | |
| { | |
| "epoch": 69.72, | |
| "learning_rate": 1.3050746268656717e-05, | |
| "loss": 0.3877, | |
| "step": 5020 | |
| }, | |
| { | |
| "epoch": 69.86, | |
| "learning_rate": 1.2991044776119403e-05, | |
| "loss": 0.3755, | |
| "step": 5030 | |
| }, | |
| { | |
| "epoch": 70.0, | |
| "learning_rate": 1.293134328358209e-05, | |
| "loss": 0.3862, | |
| "step": 5040 | |
| }, | |
| { | |
| "epoch": 70.0, | |
| "eval_loss": 0.2495904266834259, | |
| "eval_runtime": 126.3909, | |
| "eval_samples_per_second": 4.209, | |
| "eval_steps_per_second": 0.53, | |
| "eval_wer": 0.09757665359645176, | |
| "step": 5040 | |
| }, | |
| { | |
| "epoch": 70.14, | |
| "learning_rate": 1.2871641791044777e-05, | |
| "loss": 0.3821, | |
| "step": 5050 | |
| }, | |
| { | |
| "epoch": 70.28, | |
| "learning_rate": 1.2811940298507463e-05, | |
| "loss": 0.3767, | |
| "step": 5060 | |
| }, | |
| { | |
| "epoch": 70.42, | |
| "learning_rate": 1.2752238805970149e-05, | |
| "loss": 0.368, | |
| "step": 5070 | |
| }, | |
| { | |
| "epoch": 70.55, | |
| "learning_rate": 1.2692537313432838e-05, | |
| "loss": 0.3875, | |
| "step": 5080 | |
| }, | |
| { | |
| "epoch": 70.69, | |
| "learning_rate": 1.2632835820895524e-05, | |
| "loss": 0.3934, | |
| "step": 5090 | |
| }, | |
| { | |
| "epoch": 70.83, | |
| "learning_rate": 1.257313432835821e-05, | |
| "loss": 0.3745, | |
| "step": 5100 | |
| }, | |
| { | |
| "epoch": 70.97, | |
| "learning_rate": 1.2513432835820896e-05, | |
| "loss": 0.367, | |
| "step": 5110 | |
| }, | |
| { | |
| "epoch": 71.0, | |
| "eval_loss": 0.24647711217403412, | |
| "eval_runtime": 126.0137, | |
| "eval_samples_per_second": 4.222, | |
| "eval_steps_per_second": 0.532, | |
| "eval_wer": 0.09416982708748474, | |
| "step": 5112 | |
| }, | |
| { | |
| "epoch": 71.11, | |
| "learning_rate": 1.2453731343283584e-05, | |
| "loss": 0.3946, | |
| "step": 5120 | |
| }, | |
| { | |
| "epoch": 71.25, | |
| "learning_rate": 1.239402985074627e-05, | |
| "loss": 0.3764, | |
| "step": 5130 | |
| }, | |
| { | |
| "epoch": 71.39, | |
| "learning_rate": 1.2334328358208956e-05, | |
| "loss": 0.3778, | |
| "step": 5140 | |
| }, | |
| { | |
| "epoch": 71.53, | |
| "learning_rate": 1.2274626865671643e-05, | |
| "loss": 0.3732, | |
| "step": 5150 | |
| }, | |
| { | |
| "epoch": 71.66, | |
| "learning_rate": 1.221492537313433e-05, | |
| "loss": 0.3759, | |
| "step": 5160 | |
| }, | |
| { | |
| "epoch": 71.8, | |
| "learning_rate": 1.2155223880597015e-05, | |
| "loss": 0.3835, | |
| "step": 5170 | |
| }, | |
| { | |
| "epoch": 71.94, | |
| "learning_rate": 1.2095522388059701e-05, | |
| "loss": 0.3688, | |
| "step": 5180 | |
| }, | |
| { | |
| "epoch": 72.0, | |
| "eval_loss": 0.2504793405532837, | |
| "eval_runtime": 126.1404, | |
| "eval_samples_per_second": 4.218, | |
| "eval_steps_per_second": 0.531, | |
| "eval_wer": 0.09680529665102526, | |
| "step": 5184 | |
| }, | |
| { | |
| "epoch": 72.08, | |
| "learning_rate": 1.2035820895522389e-05, | |
| "loss": 0.3803, | |
| "step": 5190 | |
| }, | |
| { | |
| "epoch": 72.22, | |
| "learning_rate": 1.1976119402985075e-05, | |
| "loss": 0.3717, | |
| "step": 5200 | |
| }, | |
| { | |
| "epoch": 72.36, | |
| "learning_rate": 1.1916417910447761e-05, | |
| "loss": 0.3727, | |
| "step": 5210 | |
| }, | |
| { | |
| "epoch": 72.5, | |
| "learning_rate": 1.1856716417910447e-05, | |
| "loss": 0.3799, | |
| "step": 5220 | |
| }, | |
| { | |
| "epoch": 72.64, | |
| "learning_rate": 1.1797014925373136e-05, | |
| "loss": 0.3785, | |
| "step": 5230 | |
| }, | |
| { | |
| "epoch": 72.78, | |
| "learning_rate": 1.1737313432835822e-05, | |
| "loss": 0.3892, | |
| "step": 5240 | |
| }, | |
| { | |
| "epoch": 72.91, | |
| "learning_rate": 1.1677611940298508e-05, | |
| "loss": 0.3817, | |
| "step": 5250 | |
| }, | |
| { | |
| "epoch": 73.0, | |
| "eval_loss": 0.25254279375076294, | |
| "eval_runtime": 126.2708, | |
| "eval_samples_per_second": 4.213, | |
| "eval_steps_per_second": 0.531, | |
| "eval_wer": 0.09725525486919072, | |
| "step": 5256 | |
| }, | |
| { | |
| "epoch": 73.06, | |
| "learning_rate": 1.1617910447761196e-05, | |
| "loss": 0.4035, | |
| "step": 5260 | |
| }, | |
| { | |
| "epoch": 73.19, | |
| "learning_rate": 1.1558208955223882e-05, | |
| "loss": 0.3606, | |
| "step": 5270 | |
| }, | |
| { | |
| "epoch": 73.33, | |
| "learning_rate": 1.1498507462686568e-05, | |
| "loss": 0.3862, | |
| "step": 5280 | |
| }, | |
| { | |
| "epoch": 73.47, | |
| "learning_rate": 1.1438805970149254e-05, | |
| "loss": 0.3756, | |
| "step": 5290 | |
| }, | |
| { | |
| "epoch": 73.61, | |
| "learning_rate": 1.1379104477611942e-05, | |
| "loss": 0.3734, | |
| "step": 5300 | |
| }, | |
| { | |
| "epoch": 73.75, | |
| "learning_rate": 1.1319402985074628e-05, | |
| "loss": 0.3769, | |
| "step": 5310 | |
| }, | |
| { | |
| "epoch": 73.89, | |
| "learning_rate": 1.1259701492537314e-05, | |
| "loss": 0.3675, | |
| "step": 5320 | |
| }, | |
| { | |
| "epoch": 74.0, | |
| "eval_loss": 0.2441263347864151, | |
| "eval_runtime": 126.579, | |
| "eval_samples_per_second": 4.203, | |
| "eval_steps_per_second": 0.529, | |
| "eval_wer": 0.0963553384328598, | |
| "step": 5328 | |
| }, | |
| { | |
| "epoch": 74.03, | |
| "learning_rate": 1.1200000000000001e-05, | |
| "loss": 0.4084, | |
| "step": 5330 | |
| }, | |
| { | |
| "epoch": 74.17, | |
| "learning_rate": 1.1140298507462687e-05, | |
| "loss": 0.3623, | |
| "step": 5340 | |
| }, | |
| { | |
| "epoch": 74.3, | |
| "learning_rate": 1.1080597014925373e-05, | |
| "loss": 0.3865, | |
| "step": 5350 | |
| }, | |
| { | |
| "epoch": 74.44, | |
| "learning_rate": 1.1020895522388059e-05, | |
| "loss": 0.3603, | |
| "step": 5360 | |
| }, | |
| { | |
| "epoch": 74.58, | |
| "learning_rate": 1.0961194029850748e-05, | |
| "loss": 0.384, | |
| "step": 5370 | |
| }, | |
| { | |
| "epoch": 74.72, | |
| "learning_rate": 1.0907462686567165e-05, | |
| "loss": 0.4013, | |
| "step": 5380 | |
| }, | |
| { | |
| "epoch": 74.86, | |
| "learning_rate": 1.084776119402985e-05, | |
| "loss": 0.3818, | |
| "step": 5390 | |
| }, | |
| { | |
| "epoch": 75.0, | |
| "learning_rate": 1.078805970149254e-05, | |
| "loss": 0.3727, | |
| "step": 5400 | |
| }, | |
| { | |
| "epoch": 75.0, | |
| "eval_loss": 0.24404919147491455, | |
| "eval_runtime": 126.3208, | |
| "eval_samples_per_second": 4.211, | |
| "eval_steps_per_second": 0.53, | |
| "eval_wer": 0.09725525486919072, | |
| "step": 5400 | |
| }, | |
| { | |
| "epoch": 75.14, | |
| "learning_rate": 1.0728358208955226e-05, | |
| "loss": 0.3731, | |
| "step": 5410 | |
| }, | |
| { | |
| "epoch": 75.28, | |
| "learning_rate": 1.0668656716417912e-05, | |
| "loss": 0.3824, | |
| "step": 5420 | |
| }, | |
| { | |
| "epoch": 75.42, | |
| "learning_rate": 1.0608955223880598e-05, | |
| "loss": 0.3609, | |
| "step": 5430 | |
| }, | |
| { | |
| "epoch": 75.55, | |
| "learning_rate": 1.0549253731343285e-05, | |
| "loss": 0.3729, | |
| "step": 5440 | |
| }, | |
| { | |
| "epoch": 75.69, | |
| "learning_rate": 1.0489552238805971e-05, | |
| "loss": 0.3806, | |
| "step": 5450 | |
| }, | |
| { | |
| "epoch": 75.83, | |
| "learning_rate": 1.0429850746268657e-05, | |
| "loss": 0.3742, | |
| "step": 5460 | |
| }, | |
| { | |
| "epoch": 75.97, | |
| "learning_rate": 1.0370149253731343e-05, | |
| "loss": 0.371, | |
| "step": 5470 | |
| }, | |
| { | |
| "epoch": 76.0, | |
| "eval_loss": 0.25098714232444763, | |
| "eval_runtime": 126.6812, | |
| "eval_samples_per_second": 4.2, | |
| "eval_steps_per_second": 0.529, | |
| "eval_wer": 0.09706241563283409, | |
| "step": 5472 | |
| }, | |
| { | |
| "epoch": 76.11, | |
| "learning_rate": 1.0310447761194031e-05, | |
| "loss": 0.378, | |
| "step": 5480 | |
| }, | |
| { | |
| "epoch": 76.25, | |
| "learning_rate": 1.0250746268656717e-05, | |
| "loss": 0.391, | |
| "step": 5490 | |
| }, | |
| { | |
| "epoch": 76.39, | |
| "learning_rate": 1.0191044776119403e-05, | |
| "loss": 0.3626, | |
| "step": 5500 | |
| }, | |
| { | |
| "epoch": 76.53, | |
| "learning_rate": 1.013134328358209e-05, | |
| "loss": 0.3842, | |
| "step": 5510 | |
| }, | |
| { | |
| "epoch": 76.66, | |
| "learning_rate": 1.0071641791044777e-05, | |
| "loss": 0.3681, | |
| "step": 5520 | |
| }, | |
| { | |
| "epoch": 76.8, | |
| "learning_rate": 1.0011940298507463e-05, | |
| "loss": 0.385, | |
| "step": 5530 | |
| }, | |
| { | |
| "epoch": 76.94, | |
| "learning_rate": 9.95223880597015e-06, | |
| "loss": 0.3761, | |
| "step": 5540 | |
| }, | |
| { | |
| "epoch": 77.0, | |
| "eval_loss": 0.23980902135372162, | |
| "eval_runtime": 125.9466, | |
| "eval_samples_per_second": 4.224, | |
| "eval_steps_per_second": 0.532, | |
| "eval_wer": 0.09609821945105097, | |
| "step": 5544 | |
| }, | |
| { | |
| "epoch": 77.08, | |
| "learning_rate": 9.892537313432836e-06, | |
| "loss": 0.3814, | |
| "step": 5550 | |
| }, | |
| { | |
| "epoch": 77.22, | |
| "learning_rate": 9.832835820895524e-06, | |
| "loss": 0.3764, | |
| "step": 5560 | |
| }, | |
| { | |
| "epoch": 77.36, | |
| "learning_rate": 9.77313432835821e-06, | |
| "loss": 0.3795, | |
| "step": 5570 | |
| }, | |
| { | |
| "epoch": 77.5, | |
| "learning_rate": 9.713432835820896e-06, | |
| "loss": 0.3813, | |
| "step": 5580 | |
| }, | |
| { | |
| "epoch": 77.64, | |
| "learning_rate": 9.653731343283584e-06, | |
| "loss": 0.3616, | |
| "step": 5590 | |
| }, | |
| { | |
| "epoch": 77.78, | |
| "learning_rate": 9.59402985074627e-06, | |
| "loss": 0.3848, | |
| "step": 5600 | |
| }, | |
| { | |
| "epoch": 77.91, | |
| "learning_rate": 9.534328358208955e-06, | |
| "loss": 0.358, | |
| "step": 5610 | |
| }, | |
| { | |
| "epoch": 78.0, | |
| "eval_loss": 0.2484768182039261, | |
| "eval_runtime": 126.2204, | |
| "eval_samples_per_second": 4.215, | |
| "eval_steps_per_second": 0.531, | |
| "eval_wer": 0.09558398148743331, | |
| "step": 5616 | |
| }, | |
| { | |
| "epoch": 78.06, | |
| "learning_rate": 9.474626865671641e-06, | |
| "loss": 0.3944, | |
| "step": 5620 | |
| }, | |
| { | |
| "epoch": 78.19, | |
| "learning_rate": 9.414925373134329e-06, | |
| "loss": 0.3633, | |
| "step": 5630 | |
| }, | |
| { | |
| "epoch": 78.33, | |
| "learning_rate": 9.355223880597015e-06, | |
| "loss": 0.3793, | |
| "step": 5640 | |
| }, | |
| { | |
| "epoch": 78.47, | |
| "learning_rate": 9.295522388059703e-06, | |
| "loss": 0.3791, | |
| "step": 5650 | |
| }, | |
| { | |
| "epoch": 78.61, | |
| "learning_rate": 9.235820895522389e-06, | |
| "loss": 0.3703, | |
| "step": 5660 | |
| }, | |
| { | |
| "epoch": 78.75, | |
| "learning_rate": 9.176119402985075e-06, | |
| "loss": 0.3694, | |
| "step": 5670 | |
| }, | |
| { | |
| "epoch": 78.89, | |
| "learning_rate": 9.116417910447762e-06, | |
| "loss": 0.3521, | |
| "step": 5680 | |
| }, | |
| { | |
| "epoch": 79.0, | |
| "eval_loss": 0.24381594359874725, | |
| "eval_runtime": 126.0722, | |
| "eval_samples_per_second": 4.22, | |
| "eval_steps_per_second": 0.531, | |
| "eval_wer": 0.0955197017419811, | |
| "step": 5688 | |
| }, | |
| { | |
| "epoch": 79.03, | |
| "learning_rate": 9.056716417910448e-06, | |
| "loss": 0.3747, | |
| "step": 5690 | |
| }, | |
| { | |
| "epoch": 79.17, | |
| "learning_rate": 8.997014925373136e-06, | |
| "loss": 0.3645, | |
| "step": 5700 | |
| }, | |
| { | |
| "epoch": 79.3, | |
| "learning_rate": 8.937313432835822e-06, | |
| "loss": 0.378, | |
| "step": 5710 | |
| }, | |
| { | |
| "epoch": 79.44, | |
| "learning_rate": 8.877611940298508e-06, | |
| "loss": 0.3623, | |
| "step": 5720 | |
| }, | |
| { | |
| "epoch": 79.58, | |
| "learning_rate": 8.817910447761194e-06, | |
| "loss": 0.3844, | |
| "step": 5730 | |
| }, | |
| { | |
| "epoch": 79.72, | |
| "learning_rate": 8.758208955223882e-06, | |
| "loss": 0.3721, | |
| "step": 5740 | |
| }, | |
| { | |
| "epoch": 79.86, | |
| "learning_rate": 8.698507462686568e-06, | |
| "loss": 0.3784, | |
| "step": 5750 | |
| }, | |
| { | |
| "epoch": 80.0, | |
| "learning_rate": 8.638805970149254e-06, | |
| "loss": 0.3722, | |
| "step": 5760 | |
| }, | |
| { | |
| "epoch": 80.0, | |
| "eval_loss": 0.24219834804534912, | |
| "eval_runtime": 125.9055, | |
| "eval_samples_per_second": 4.225, | |
| "eval_steps_per_second": 0.532, | |
| "eval_wer": 0.09667673716012085, | |
| "step": 5760 | |
| }, | |
| { | |
| "epoch": 80.14, | |
| "learning_rate": 8.579104477611941e-06, | |
| "loss": 0.383, | |
| "step": 5770 | |
| }, | |
| { | |
| "epoch": 80.28, | |
| "learning_rate": 8.519402985074627e-06, | |
| "loss": 0.3729, | |
| "step": 5780 | |
| }, | |
| { | |
| "epoch": 80.42, | |
| "learning_rate": 8.459701492537315e-06, | |
| "loss": 0.3601, | |
| "step": 5790 | |
| }, | |
| { | |
| "epoch": 80.55, | |
| "learning_rate": 8.400000000000001e-06, | |
| "loss": 0.3643, | |
| "step": 5800 | |
| }, | |
| { | |
| "epoch": 80.69, | |
| "learning_rate": 8.340298507462687e-06, | |
| "loss": 0.3696, | |
| "step": 5810 | |
| }, | |
| { | |
| "epoch": 80.83, | |
| "learning_rate": 8.280597014925373e-06, | |
| "loss": 0.3732, | |
| "step": 5820 | |
| }, | |
| { | |
| "epoch": 80.97, | |
| "learning_rate": 8.22089552238806e-06, | |
| "loss": 0.3663, | |
| "step": 5830 | |
| }, | |
| { | |
| "epoch": 81.0, | |
| "eval_loss": 0.24629493057727814, | |
| "eval_runtime": 126.4381, | |
| "eval_samples_per_second": 4.208, | |
| "eval_steps_per_second": 0.53, | |
| "eval_wer": 0.09487690428745903, | |
| "step": 5832 | |
| }, | |
| { | |
| "epoch": 81.11, | |
| "learning_rate": 8.161194029850748e-06, | |
| "loss": 0.3728, | |
| "step": 5840 | |
| }, | |
| { | |
| "epoch": 81.25, | |
| "learning_rate": 8.101492537313434e-06, | |
| "loss": 0.3622, | |
| "step": 5850 | |
| }, | |
| { | |
| "epoch": 81.39, | |
| "learning_rate": 8.04179104477612e-06, | |
| "loss": 0.3677, | |
| "step": 5860 | |
| }, | |
| { | |
| "epoch": 81.53, | |
| "learning_rate": 7.982089552238806e-06, | |
| "loss": 0.3784, | |
| "step": 5870 | |
| }, | |
| { | |
| "epoch": 81.66, | |
| "learning_rate": 7.922388059701494e-06, | |
| "loss": 0.3666, | |
| "step": 5880 | |
| }, | |
| { | |
| "epoch": 81.8, | |
| "learning_rate": 7.86268656716418e-06, | |
| "loss": 0.3655, | |
| "step": 5890 | |
| }, | |
| { | |
| "epoch": 81.94, | |
| "learning_rate": 7.802985074626866e-06, | |
| "loss": 0.3716, | |
| "step": 5900 | |
| }, | |
| { | |
| "epoch": 82.0, | |
| "eval_loss": 0.24671228229999542, | |
| "eval_runtime": 126.2924, | |
| "eval_samples_per_second": 4.212, | |
| "eval_steps_per_second": 0.531, | |
| "eval_wer": 0.09648389792376422, | |
| "step": 5904 | |
| }, | |
| { | |
| "epoch": 82.08, | |
| "learning_rate": 7.743283582089552e-06, | |
| "loss": 0.3919, | |
| "step": 5910 | |
| }, | |
| { | |
| "epoch": 82.22, | |
| "learning_rate": 7.68358208955224e-06, | |
| "loss": 0.3622, | |
| "step": 5920 | |
| }, | |
| { | |
| "epoch": 82.36, | |
| "learning_rate": 7.623880597014925e-06, | |
| "loss": 0.3764, | |
| "step": 5930 | |
| }, | |
| { | |
| "epoch": 82.5, | |
| "learning_rate": 7.564179104477612e-06, | |
| "loss": 0.3775, | |
| "step": 5940 | |
| }, | |
| { | |
| "epoch": 82.64, | |
| "learning_rate": 7.5044776119403e-06, | |
| "loss": 0.3653, | |
| "step": 5950 | |
| }, | |
| { | |
| "epoch": 82.78, | |
| "learning_rate": 7.444776119402986e-06, | |
| "loss": 0.3765, | |
| "step": 5960 | |
| }, | |
| { | |
| "epoch": 82.91, | |
| "learning_rate": 7.385074626865673e-06, | |
| "loss": 0.361, | |
| "step": 5970 | |
| }, | |
| { | |
| "epoch": 83.0, | |
| "eval_loss": 0.245753675699234, | |
| "eval_runtime": 126.0053, | |
| "eval_samples_per_second": 4.222, | |
| "eval_steps_per_second": 0.532, | |
| "eval_wer": 0.09571254097833773, | |
| "step": 5976 | |
| }, | |
| { | |
| "epoch": 83.06, | |
| "learning_rate": 7.325373134328359e-06, | |
| "loss": 0.3874, | |
| "step": 5980 | |
| }, | |
| { | |
| "epoch": 83.19, | |
| "learning_rate": 7.2656716417910454e-06, | |
| "loss": 0.3644, | |
| "step": 5990 | |
| }, | |
| { | |
| "epoch": 83.33, | |
| "learning_rate": 7.205970149253731e-06, | |
| "loss": 0.3625, | |
| "step": 6000 | |
| }, | |
| { | |
| "epoch": 83.47, | |
| "learning_rate": 7.146268656716418e-06, | |
| "loss": 0.3588, | |
| "step": 6010 | |
| }, | |
| { | |
| "epoch": 83.61, | |
| "learning_rate": 7.086567164179104e-06, | |
| "loss": 0.3606, | |
| "step": 6020 | |
| }, | |
| { | |
| "epoch": 83.75, | |
| "learning_rate": 7.026865671641792e-06, | |
| "loss": 0.379, | |
| "step": 6030 | |
| }, | |
| { | |
| "epoch": 83.89, | |
| "learning_rate": 6.967164179104479e-06, | |
| "loss": 0.3626, | |
| "step": 6040 | |
| }, | |
| { | |
| "epoch": 84.0, | |
| "eval_loss": 0.25005075335502625, | |
| "eval_runtime": 126.2025, | |
| "eval_samples_per_second": 4.215, | |
| "eval_steps_per_second": 0.531, | |
| "eval_wer": 0.09423410683293694, | |
| "step": 6048 | |
| }, | |
| { | |
| "epoch": 84.03, | |
| "learning_rate": 6.907462686567165e-06, | |
| "loss": 0.3799, | |
| "step": 6050 | |
| }, | |
| { | |
| "epoch": 84.17, | |
| "learning_rate": 6.8477611940298515e-06, | |
| "loss": 0.353, | |
| "step": 6060 | |
| }, | |
| { | |
| "epoch": 84.3, | |
| "learning_rate": 6.7880597014925375e-06, | |
| "loss": 0.3568, | |
| "step": 6070 | |
| }, | |
| { | |
| "epoch": 84.44, | |
| "learning_rate": 6.728358208955224e-06, | |
| "loss": 0.3574, | |
| "step": 6080 | |
| }, | |
| { | |
| "epoch": 84.58, | |
| "learning_rate": 6.66865671641791e-06, | |
| "loss": 0.3736, | |
| "step": 6090 | |
| }, | |
| { | |
| "epoch": 84.72, | |
| "learning_rate": 6.608955223880598e-06, | |
| "loss": 0.3596, | |
| "step": 6100 | |
| }, | |
| { | |
| "epoch": 84.86, | |
| "learning_rate": 6.549253731343284e-06, | |
| "loss": 0.3554, | |
| "step": 6110 | |
| }, | |
| { | |
| "epoch": 85.0, | |
| "learning_rate": 6.489552238805971e-06, | |
| "loss": 0.3755, | |
| "step": 6120 | |
| }, | |
| { | |
| "epoch": 85.0, | |
| "eval_loss": 0.24857336282730103, | |
| "eval_runtime": 126.5358, | |
| "eval_samples_per_second": 4.204, | |
| "eval_steps_per_second": 0.529, | |
| "eval_wer": 0.09429838657838915, | |
| "step": 6120 | |
| }, | |
| { | |
| "epoch": 85.14, | |
| "learning_rate": 6.4298507462686576e-06, | |
| "loss": 0.3733, | |
| "step": 6130 | |
| }, | |
| { | |
| "epoch": 85.28, | |
| "learning_rate": 6.3701492537313435e-06, | |
| "loss": 0.3769, | |
| "step": 6140 | |
| }, | |
| { | |
| "epoch": 85.42, | |
| "learning_rate": 6.31044776119403e-06, | |
| "loss": 0.3559, | |
| "step": 6150 | |
| }, | |
| { | |
| "epoch": 85.55, | |
| "learning_rate": 6.250746268656716e-06, | |
| "loss": 0.3741, | |
| "step": 6160 | |
| }, | |
| { | |
| "epoch": 85.69, | |
| "learning_rate": 6.191044776119404e-06, | |
| "loss": 0.3596, | |
| "step": 6170 | |
| }, | |
| { | |
| "epoch": 85.83, | |
| "learning_rate": 6.13134328358209e-06, | |
| "loss": 0.3658, | |
| "step": 6180 | |
| }, | |
| { | |
| "epoch": 85.97, | |
| "learning_rate": 6.071641791044777e-06, | |
| "loss": 0.3693, | |
| "step": 6190 | |
| }, | |
| { | |
| "epoch": 86.0, | |
| "eval_loss": 0.2496652752161026, | |
| "eval_runtime": 126.003, | |
| "eval_samples_per_second": 4.222, | |
| "eval_steps_per_second": 0.532, | |
| "eval_wer": 0.0946840650511024, | |
| "step": 6192 | |
| }, | |
| { | |
| "epoch": 86.11, | |
| "learning_rate": 6.011940298507463e-06, | |
| "loss": 0.362, | |
| "step": 6200 | |
| }, | |
| { | |
| "epoch": 86.25, | |
| "learning_rate": 5.95223880597015e-06, | |
| "loss": 0.3745, | |
| "step": 6210 | |
| }, | |
| { | |
| "epoch": 86.39, | |
| "learning_rate": 5.8925373134328364e-06, | |
| "loss": 0.3474, | |
| "step": 6220 | |
| }, | |
| { | |
| "epoch": 86.53, | |
| "learning_rate": 5.832835820895522e-06, | |
| "loss": 0.3797, | |
| "step": 6230 | |
| }, | |
| { | |
| "epoch": 86.66, | |
| "learning_rate": 5.77313432835821e-06, | |
| "loss": 0.3523, | |
| "step": 6240 | |
| }, | |
| { | |
| "epoch": 86.8, | |
| "learning_rate": 5.713432835820896e-06, | |
| "loss": 0.3586, | |
| "step": 6250 | |
| }, | |
| { | |
| "epoch": 86.94, | |
| "learning_rate": 5.653731343283583e-06, | |
| "loss": 0.3548, | |
| "step": 6260 | |
| }, | |
| { | |
| "epoch": 87.0, | |
| "eval_loss": 0.25147101283073425, | |
| "eval_runtime": 126.4802, | |
| "eval_samples_per_second": 4.206, | |
| "eval_steps_per_second": 0.53, | |
| "eval_wer": 0.09584110046924214, | |
| "step": 6264 | |
| }, | |
| { | |
| "epoch": 87.08, | |
| "learning_rate": 5.594029850746269e-06, | |
| "loss": 0.3739, | |
| "step": 6270 | |
| }, | |
| { | |
| "epoch": 87.22, | |
| "learning_rate": 5.534328358208956e-06, | |
| "loss": 0.3522, | |
| "step": 6280 | |
| }, | |
| { | |
| "epoch": 87.36, | |
| "learning_rate": 5.474626865671642e-06, | |
| "loss": 0.3625, | |
| "step": 6290 | |
| }, | |
| { | |
| "epoch": 87.5, | |
| "learning_rate": 5.4149253731343285e-06, | |
| "loss": 0.3659, | |
| "step": 6300 | |
| }, | |
| { | |
| "epoch": 87.64, | |
| "learning_rate": 5.355223880597016e-06, | |
| "loss": 0.3545, | |
| "step": 6310 | |
| }, | |
| { | |
| "epoch": 87.78, | |
| "learning_rate": 5.295522388059702e-06, | |
| "loss": 0.3676, | |
| "step": 6320 | |
| }, | |
| { | |
| "epoch": 87.91, | |
| "learning_rate": 5.235820895522389e-06, | |
| "loss": 0.3583, | |
| "step": 6330 | |
| }, | |
| { | |
| "epoch": 88.0, | |
| "eval_loss": 0.2432575672864914, | |
| "eval_runtime": 126.5989, | |
| "eval_samples_per_second": 4.202, | |
| "eval_steps_per_second": 0.529, | |
| "eval_wer": 0.09371986886931928, | |
| "step": 6336 | |
| }, | |
| { | |
| "epoch": 88.06, | |
| "learning_rate": 5.176119402985075e-06, | |
| "loss": 0.3746, | |
| "step": 6340 | |
| }, | |
| { | |
| "epoch": 88.19, | |
| "learning_rate": 5.116417910447762e-06, | |
| "loss": 0.3734, | |
| "step": 6350 | |
| }, | |
| { | |
| "epoch": 88.33, | |
| "learning_rate": 5.056716417910448e-06, | |
| "loss": 0.359, | |
| "step": 6360 | |
| }, | |
| { | |
| "epoch": 88.47, | |
| "learning_rate": 4.9970149253731345e-06, | |
| "loss": 0.3556, | |
| "step": 6370 | |
| }, | |
| { | |
| "epoch": 88.61, | |
| "learning_rate": 4.937313432835821e-06, | |
| "loss": 0.3668, | |
| "step": 6380 | |
| }, | |
| { | |
| "epoch": 88.75, | |
| "learning_rate": 4.877611940298508e-06, | |
| "loss": 0.3639, | |
| "step": 6390 | |
| }, | |
| { | |
| "epoch": 88.89, | |
| "learning_rate": 4.817910447761194e-06, | |
| "loss": 0.3678, | |
| "step": 6400 | |
| }, | |
| { | |
| "epoch": 89.0, | |
| "eval_loss": 0.24557340145111084, | |
| "eval_runtime": 126.3231, | |
| "eval_samples_per_second": 4.211, | |
| "eval_steps_per_second": 0.53, | |
| "eval_wer": 0.09333419039660602, | |
| "step": 6408 | |
| }, | |
| { | |
| "epoch": 89.03, | |
| "learning_rate": 4.758208955223881e-06, | |
| "loss": 0.3804, | |
| "step": 6410 | |
| }, | |
| { | |
| "epoch": 89.17, | |
| "learning_rate": 4.698507462686567e-06, | |
| "loss": 0.3585, | |
| "step": 6420 | |
| }, | |
| { | |
| "epoch": 89.3, | |
| "learning_rate": 4.638805970149255e-06, | |
| "loss": 0.3746, | |
| "step": 6430 | |
| }, | |
| { | |
| "epoch": 89.44, | |
| "learning_rate": 4.579104477611941e-06, | |
| "loss": 0.3697, | |
| "step": 6440 | |
| }, | |
| { | |
| "epoch": 89.58, | |
| "learning_rate": 4.5194029850746274e-06, | |
| "loss": 0.3686, | |
| "step": 6450 | |
| }, | |
| { | |
| "epoch": 89.72, | |
| "learning_rate": 4.459701492537314e-06, | |
| "loss": 0.3484, | |
| "step": 6460 | |
| }, | |
| { | |
| "epoch": 89.86, | |
| "learning_rate": 4.4e-06, | |
| "loss": 0.3654, | |
| "step": 6470 | |
| }, | |
| { | |
| "epoch": 90.0, | |
| "learning_rate": 4.340298507462687e-06, | |
| "loss": 0.3718, | |
| "step": 6480 | |
| }, | |
| { | |
| "epoch": 90.0, | |
| "eval_loss": 0.24429138004779816, | |
| "eval_runtime": 126.5268, | |
| "eval_samples_per_second": 4.205, | |
| "eval_steps_per_second": 0.53, | |
| "eval_wer": 0.09365558912386707, | |
| "step": 6480 | |
| }, | |
| { | |
| "epoch": 90.14, | |
| "learning_rate": 4.280597014925373e-06, | |
| "loss": 0.3564, | |
| "step": 6490 | |
| }, | |
| { | |
| "epoch": 90.28, | |
| "learning_rate": 4.22089552238806e-06, | |
| "loss": 0.3637, | |
| "step": 6500 | |
| }, | |
| { | |
| "epoch": 90.42, | |
| "learning_rate": 4.161194029850747e-06, | |
| "loss": 0.3622, | |
| "step": 6510 | |
| }, | |
| { | |
| "epoch": 90.55, | |
| "learning_rate": 4.1014925373134335e-06, | |
| "loss": 0.3715, | |
| "step": 6520 | |
| }, | |
| { | |
| "epoch": 90.69, | |
| "learning_rate": 4.04179104477612e-06, | |
| "loss": 0.3717, | |
| "step": 6530 | |
| }, | |
| { | |
| "epoch": 90.83, | |
| "learning_rate": 3.982089552238806e-06, | |
| "loss": 0.3726, | |
| "step": 6540 | |
| }, | |
| { | |
| "epoch": 90.97, | |
| "learning_rate": 3.922388059701493e-06, | |
| "loss": 0.3614, | |
| "step": 6550 | |
| }, | |
| { | |
| "epoch": 91.0, | |
| "eval_loss": 0.2457391619682312, | |
| "eval_runtime": 126.5865, | |
| "eval_samples_per_second": 4.203, | |
| "eval_steps_per_second": 0.529, | |
| "eval_wer": 0.09571254097833773, | |
| "step": 6552 | |
| }, | |
| { | |
| "epoch": 91.11, | |
| "learning_rate": 3.862686567164179e-06, | |
| "loss": 0.3646, | |
| "step": 6560 | |
| }, | |
| { | |
| "epoch": 91.25, | |
| "learning_rate": 3.802985074626866e-06, | |
| "loss": 0.3602, | |
| "step": 6570 | |
| }, | |
| { | |
| "epoch": 91.39, | |
| "learning_rate": 3.7432835820895523e-06, | |
| "loss": 0.3383, | |
| "step": 6580 | |
| }, | |
| { | |
| "epoch": 91.53, | |
| "learning_rate": 3.683582089552239e-06, | |
| "loss": 0.3785, | |
| "step": 6590 | |
| }, | |
| { | |
| "epoch": 91.66, | |
| "learning_rate": 3.6238805970149255e-06, | |
| "loss": 0.3614, | |
| "step": 6600 | |
| }, | |
| { | |
| "epoch": 91.8, | |
| "learning_rate": 3.5641791044776124e-06, | |
| "loss": 0.3635, | |
| "step": 6610 | |
| }, | |
| { | |
| "epoch": 91.94, | |
| "learning_rate": 3.504477611940299e-06, | |
| "loss": 0.3541, | |
| "step": 6620 | |
| }, | |
| { | |
| "epoch": 92.0, | |
| "eval_loss": 0.2450367957353592, | |
| "eval_runtime": 126.1745, | |
| "eval_samples_per_second": 4.216, | |
| "eval_steps_per_second": 0.531, | |
| "eval_wer": 0.09526258276017227, | |
| "step": 6624 | |
| }, | |
| { | |
| "epoch": 92.08, | |
| "learning_rate": 3.4447761194029856e-06, | |
| "loss": 0.3644, | |
| "step": 6630 | |
| }, | |
| { | |
| "epoch": 92.22, | |
| "learning_rate": 3.385074626865672e-06, | |
| "loss": 0.3576, | |
| "step": 6640 | |
| }, | |
| { | |
| "epoch": 92.36, | |
| "learning_rate": 3.3253731343283584e-06, | |
| "loss": 0.3518, | |
| "step": 6650 | |
| }, | |
| { | |
| "epoch": 92.5, | |
| "learning_rate": 3.265671641791045e-06, | |
| "loss": 0.3674, | |
| "step": 6660 | |
| }, | |
| { | |
| "epoch": 92.64, | |
| "learning_rate": 3.2059701492537316e-06, | |
| "loss": 0.3541, | |
| "step": 6670 | |
| }, | |
| { | |
| "epoch": 92.78, | |
| "learning_rate": 3.146268656716418e-06, | |
| "loss": 0.3568, | |
| "step": 6680 | |
| }, | |
| { | |
| "epoch": 92.91, | |
| "learning_rate": 3.0865671641791044e-06, | |
| "loss": 0.3671, | |
| "step": 6690 | |
| }, | |
| { | |
| "epoch": 93.0, | |
| "eval_loss": 0.24693527817726135, | |
| "eval_runtime": 126.234, | |
| "eval_samples_per_second": 4.214, | |
| "eval_steps_per_second": 0.531, | |
| "eval_wer": 0.09436266632384135, | |
| "step": 6696 | |
| }, | |
| { | |
| "epoch": 93.06, | |
| "learning_rate": 3.0268656716417916e-06, | |
| "loss": 0.371, | |
| "step": 6700 | |
| }, | |
| { | |
| "epoch": 93.19, | |
| "learning_rate": 2.967164179104478e-06, | |
| "loss": 0.341, | |
| "step": 6710 | |
| }, | |
| { | |
| "epoch": 93.33, | |
| "learning_rate": 2.9074626865671644e-06, | |
| "loss": 0.3713, | |
| "step": 6720 | |
| }, | |
| { | |
| "epoch": 93.47, | |
| "learning_rate": 2.8477611940298513e-06, | |
| "loss": 0.3562, | |
| "step": 6730 | |
| }, | |
| { | |
| "epoch": 93.61, | |
| "learning_rate": 2.7880597014925377e-06, | |
| "loss": 0.3602, | |
| "step": 6740 | |
| }, | |
| { | |
| "epoch": 93.75, | |
| "learning_rate": 2.728358208955224e-06, | |
| "loss": 0.3602, | |
| "step": 6750 | |
| }, | |
| { | |
| "epoch": 93.89, | |
| "learning_rate": 2.6686567164179105e-06, | |
| "loss": 0.3503, | |
| "step": 6760 | |
| }, | |
| { | |
| "epoch": 94.0, | |
| "eval_loss": 0.245883047580719, | |
| "eval_runtime": 126.2391, | |
| "eval_samples_per_second": 4.214, | |
| "eval_steps_per_second": 0.531, | |
| "eval_wer": 0.09558398148743331, | |
| "step": 6768 | |
| }, | |
| { | |
| "epoch": 94.03, | |
| "learning_rate": 2.6089552238805973e-06, | |
| "loss": 0.3712, | |
| "step": 6770 | |
| }, | |
| { | |
| "epoch": 94.17, | |
| "learning_rate": 2.5492537313432837e-06, | |
| "loss": 0.3412, | |
| "step": 6780 | |
| }, | |
| { | |
| "epoch": 94.3, | |
| "learning_rate": 2.4895522388059705e-06, | |
| "loss": 0.3595, | |
| "step": 6790 | |
| }, | |
| { | |
| "epoch": 94.44, | |
| "learning_rate": 2.429850746268657e-06, | |
| "loss": 0.3359, | |
| "step": 6800 | |
| }, | |
| { | |
| "epoch": 94.58, | |
| "learning_rate": 2.3701492537313433e-06, | |
| "loss": 0.3618, | |
| "step": 6810 | |
| }, | |
| { | |
| "epoch": 94.72, | |
| "learning_rate": 2.31044776119403e-06, | |
| "loss": 0.3746, | |
| "step": 6820 | |
| }, | |
| { | |
| "epoch": 94.86, | |
| "learning_rate": 2.2507462686567165e-06, | |
| "loss": 0.3701, | |
| "step": 6830 | |
| }, | |
| { | |
| "epoch": 95.0, | |
| "learning_rate": 2.1910447761194033e-06, | |
| "loss": 0.3692, | |
| "step": 6840 | |
| }, | |
| { | |
| "epoch": 95.0, | |
| "eval_loss": 0.24608032405376434, | |
| "eval_runtime": 125.9468, | |
| "eval_samples_per_second": 4.224, | |
| "eval_steps_per_second": 0.532, | |
| "eval_wer": 0.09442694606929357, | |
| "step": 6840 | |
| }, | |
| { | |
| "epoch": 95.14, | |
| "learning_rate": 2.1313432835820897e-06, | |
| "loss": 0.3589, | |
| "step": 6850 | |
| }, | |
| { | |
| "epoch": 95.28, | |
| "learning_rate": 2.0716417910447766e-06, | |
| "loss": 0.3706, | |
| "step": 6860 | |
| }, | |
| { | |
| "epoch": 95.42, | |
| "learning_rate": 2.011940298507463e-06, | |
| "loss": 0.3565, | |
| "step": 6870 | |
| }, | |
| { | |
| "epoch": 95.55, | |
| "learning_rate": 1.9522388059701494e-06, | |
| "loss": 0.3724, | |
| "step": 6880 | |
| }, | |
| { | |
| "epoch": 95.69, | |
| "learning_rate": 1.892537313432836e-06, | |
| "loss": 0.3391, | |
| "step": 6890 | |
| }, | |
| { | |
| "epoch": 95.83, | |
| "learning_rate": 1.8328358208955224e-06, | |
| "loss": 0.3806, | |
| "step": 6900 | |
| }, | |
| { | |
| "epoch": 95.97, | |
| "learning_rate": 1.7731343283582092e-06, | |
| "loss": 0.362, | |
| "step": 6910 | |
| }, | |
| { | |
| "epoch": 96.0, | |
| "eval_loss": 0.2430029809474945, | |
| "eval_runtime": 126.2473, | |
| "eval_samples_per_second": 4.214, | |
| "eval_steps_per_second": 0.531, | |
| "eval_wer": 0.09449122581474577, | |
| "step": 6912 | |
| }, | |
| { | |
| "epoch": 96.11, | |
| "learning_rate": 1.7134328358208956e-06, | |
| "loss": 0.3722, | |
| "step": 6920 | |
| }, | |
| { | |
| "epoch": 96.25, | |
| "learning_rate": 1.6537313432835822e-06, | |
| "loss": 0.356, | |
| "step": 6930 | |
| }, | |
| { | |
| "epoch": 96.39, | |
| "learning_rate": 1.5940298507462686e-06, | |
| "loss": 0.3568, | |
| "step": 6940 | |
| }, | |
| { | |
| "epoch": 96.53, | |
| "learning_rate": 1.5343283582089554e-06, | |
| "loss": 0.3616, | |
| "step": 6950 | |
| }, | |
| { | |
| "epoch": 96.66, | |
| "learning_rate": 1.474626865671642e-06, | |
| "loss": 0.3552, | |
| "step": 6960 | |
| }, | |
| { | |
| "epoch": 96.8, | |
| "learning_rate": 1.4149253731343284e-06, | |
| "loss": 0.3627, | |
| "step": 6970 | |
| }, | |
| { | |
| "epoch": 96.94, | |
| "learning_rate": 1.355223880597015e-06, | |
| "loss": 0.3431, | |
| "step": 6980 | |
| }, | |
| { | |
| "epoch": 97.0, | |
| "eval_loss": 0.24542047083377838, | |
| "eval_runtime": 126.1334, | |
| "eval_samples_per_second": 4.218, | |
| "eval_steps_per_second": 0.531, | |
| "eval_wer": 0.09519830301472006, | |
| "step": 6984 | |
| }, | |
| { | |
| "epoch": 97.08, | |
| "learning_rate": 1.2955223880597015e-06, | |
| "loss": 0.375, | |
| "step": 6990 | |
| }, | |
| { | |
| "epoch": 97.22, | |
| "learning_rate": 1.235820895522388e-06, | |
| "loss": 0.3651, | |
| "step": 7000 | |
| }, | |
| { | |
| "epoch": 97.36, | |
| "learning_rate": 1.1761194029850747e-06, | |
| "loss": 0.3665, | |
| "step": 7010 | |
| }, | |
| { | |
| "epoch": 97.5, | |
| "learning_rate": 1.1164179104477613e-06, | |
| "loss": 0.3532, | |
| "step": 7020 | |
| }, | |
| { | |
| "epoch": 97.64, | |
| "learning_rate": 1.056716417910448e-06, | |
| "loss": 0.3494, | |
| "step": 7030 | |
| }, | |
| { | |
| "epoch": 97.78, | |
| "learning_rate": 9.970149253731345e-07, | |
| "loss": 0.3649, | |
| "step": 7040 | |
| }, | |
| { | |
| "epoch": 97.91, | |
| "learning_rate": 9.373134328358209e-07, | |
| "loss": 0.3597, | |
| "step": 7050 | |
| }, | |
| { | |
| "epoch": 98.0, | |
| "eval_loss": 0.2453533262014389, | |
| "eval_runtime": 126.2759, | |
| "eval_samples_per_second": 4.213, | |
| "eval_steps_per_second": 0.531, | |
| "eval_wer": 0.09404126759658031, | |
| "step": 7056 | |
| }, | |
| { | |
| "epoch": 98.06, | |
| "learning_rate": 8.776119402985075e-07, | |
| "loss": 0.3771, | |
| "step": 7060 | |
| }, | |
| { | |
| "epoch": 98.19, | |
| "learning_rate": 8.17910447761194e-07, | |
| "loss": 0.3527, | |
| "step": 7070 | |
| }, | |
| { | |
| "epoch": 98.33, | |
| "learning_rate": 7.582089552238807e-07, | |
| "loss": 0.3718, | |
| "step": 7080 | |
| }, | |
| { | |
| "epoch": 98.47, | |
| "learning_rate": 6.985074626865671e-07, | |
| "loss": 0.3572, | |
| "step": 7090 | |
| }, | |
| { | |
| "epoch": 98.61, | |
| "learning_rate": 6.388059701492539e-07, | |
| "loss": 0.3653, | |
| "step": 7100 | |
| }, | |
| { | |
| "epoch": 98.75, | |
| "learning_rate": 5.791044776119404e-07, | |
| "loss": 0.3659, | |
| "step": 7110 | |
| }, | |
| { | |
| "epoch": 98.89, | |
| "learning_rate": 5.194029850746269e-07, | |
| "loss": 0.354, | |
| "step": 7120 | |
| }, | |
| { | |
| "epoch": 99.0, | |
| "eval_loss": 0.24476979672908783, | |
| "eval_runtime": 126.4792, | |
| "eval_samples_per_second": 4.206, | |
| "eval_steps_per_second": 0.53, | |
| "eval_wer": 0.0939127081056759, | |
| "step": 7128 | |
| }, | |
| { | |
| "epoch": 99.03, | |
| "learning_rate": 4.597014925373135e-07, | |
| "loss": 0.3659, | |
| "step": 7130 | |
| }, | |
| { | |
| "epoch": 99.17, | |
| "learning_rate": 4.0000000000000003e-07, | |
| "loss": 0.3588, | |
| "step": 7140 | |
| }, | |
| { | |
| "epoch": 99.3, | |
| "learning_rate": 3.402985074626866e-07, | |
| "loss": 0.3592, | |
| "step": 7150 | |
| }, | |
| { | |
| "epoch": 99.44, | |
| "learning_rate": 2.8059701492537315e-07, | |
| "loss": 0.3593, | |
| "step": 7160 | |
| }, | |
| { | |
| "epoch": 99.58, | |
| "learning_rate": 2.208955223880597e-07, | |
| "loss": 0.3569, | |
| "step": 7170 | |
| }, | |
| { | |
| "epoch": 99.72, | |
| "learning_rate": 1.611940298507463e-07, | |
| "loss": 0.342, | |
| "step": 7180 | |
| }, | |
| { | |
| "epoch": 99.86, | |
| "learning_rate": 1.0149253731343284e-07, | |
| "loss": 0.3651, | |
| "step": 7190 | |
| }, | |
| { | |
| "epoch": 100.0, | |
| "learning_rate": 4.17910447761194e-08, | |
| "loss": 0.3597, | |
| "step": 7200 | |
| }, | |
| { | |
| "epoch": 100.0, | |
| "eval_loss": 0.24488836526870728, | |
| "eval_runtime": 126.5664, | |
| "eval_samples_per_second": 4.203, | |
| "eval_steps_per_second": 0.529, | |
| "eval_wer": 0.09429838657838915, | |
| "step": 7200 | |
| }, | |
| { | |
| "epoch": 100.0, | |
| "step": 7200, | |
| "total_flos": 2.7207912943242897e+20, | |
| "train_loss": 0.4461001957125134, | |
| "train_runtime": 190312.0058, | |
| "train_samples_per_second": 2.427, | |
| "train_steps_per_second": 0.038 | |
| } | |
| ], | |
| "max_steps": 7200, | |
| "num_train_epochs": 100, | |
| "total_flos": 2.7207912943242897e+20, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |