{ "best_metric": null, "best_model_checkpoint": null, "epoch": 20.0, "global_step": 2900, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.07, "learning_rate": 8.000000000000001e-07, "loss": 9.6309, "step": 10 }, { "epoch": 0.14, "learning_rate": 1.8e-06, "loss": 8.4667, "step": 20 }, { "epoch": 0.21, "learning_rate": 2.8000000000000003e-06, "loss": 7.9705, "step": 30 }, { "epoch": 0.28, "learning_rate": 3.7e-06, "loss": 8.6971, "step": 40 }, { "epoch": 0.34, "learning_rate": 4.7e-06, "loss": 8.1432, "step": 50 }, { "epoch": 0.41, "learning_rate": 5.7000000000000005e-06, "loss": 7.5103, "step": 60 }, { "epoch": 0.48, "learning_rate": 6.700000000000001e-06, "loss": 6.3957, "step": 70 }, { "epoch": 0.55, "learning_rate": 7.6e-06, "loss": 5.9202, "step": 80 }, { "epoch": 0.62, "learning_rate": 8.599999999999999e-06, "loss": 4.0808, "step": 90 }, { "epoch": 0.69, "learning_rate": 9.600000000000001e-06, "loss": 3.3838, "step": 100 }, { "epoch": 0.69, "eval_loss": 3.2528371810913086, "eval_runtime": 56.3198, "eval_samples_per_second": 29.83, "eval_steps_per_second": 29.83, "eval_wer": 1.0, "step": 100 }, { "epoch": 0.76, "learning_rate": 1.06e-05, "loss": 3.225, "step": 110 }, { "epoch": 0.83, "learning_rate": 1.16e-05, "loss": 3.1006, "step": 120 }, { "epoch": 0.9, "learning_rate": 1.2600000000000001e-05, "loss": 3.0419, "step": 130 }, { "epoch": 0.97, "learning_rate": 1.3600000000000002e-05, "loss": 3.0098, "step": 140 }, { "epoch": 1.03, "learning_rate": 1.4599999999999999e-05, "loss": 3.0554, "step": 150 }, { "epoch": 1.1, "learning_rate": 1.56e-05, "loss": 3.0022, "step": 160 }, { "epoch": 1.17, "learning_rate": 1.66e-05, "loss": 2.9796, "step": 170 }, { "epoch": 1.24, "learning_rate": 1.76e-05, "loss": 2.9955, "step": 180 }, { "epoch": 1.31, "learning_rate": 1.86e-05, "loss": 2.9974, "step": 190 }, { "epoch": 1.38, "learning_rate": 1.9600000000000002e-05, "loss": 2.9608, "step": 200 }, { "epoch": 1.38, "eval_loss": 2.9681849479675293, "eval_runtime": 56.3669, "eval_samples_per_second": 29.805, "eval_steps_per_second": 29.805, "eval_wer": 1.0, "step": 200 }, { "epoch": 1.45, "learning_rate": 2.06e-05, "loss": 2.9543, "step": 210 }, { "epoch": 1.52, "learning_rate": 2.16e-05, "loss": 2.9804, "step": 220 }, { "epoch": 1.59, "learning_rate": 2.26e-05, "loss": 2.9606, "step": 230 }, { "epoch": 1.66, "learning_rate": 2.36e-05, "loss": 2.9395, "step": 240 }, { "epoch": 1.72, "learning_rate": 2.46e-05, "loss": 2.9356, "step": 250 }, { "epoch": 1.79, "learning_rate": 2.5600000000000002e-05, "loss": 2.9696, "step": 260 }, { "epoch": 1.86, "learning_rate": 2.6600000000000003e-05, "loss": 2.9255, "step": 270 }, { "epoch": 1.93, "learning_rate": 2.7600000000000003e-05, "loss": 2.9392, "step": 280 }, { "epoch": 2.0, "learning_rate": 2.86e-05, "loss": 2.9647, "step": 290 }, { "epoch": 2.07, "learning_rate": 2.96e-05, "loss": 2.9574, "step": 300 }, { "epoch": 2.07, "eval_loss": 2.9345755577087402, "eval_runtime": 56.4891, "eval_samples_per_second": 29.74, "eval_steps_per_second": 29.74, "eval_wer": 1.0, "step": 300 }, { "epoch": 2.14, "learning_rate": 3.06e-05, "loss": 2.9146, "step": 310 }, { "epoch": 2.21, "learning_rate": 3.16e-05, "loss": 2.9128, "step": 320 }, { "epoch": 2.28, "learning_rate": 3.26e-05, "loss": 2.94, "step": 330 }, { "epoch": 2.34, "learning_rate": 3.3600000000000004e-05, "loss": 2.9084, "step": 340 }, { "epoch": 2.41, "learning_rate": 3.46e-05, "loss": 2.9017, "step": 350 }, { "epoch": 2.48, "learning_rate": 3.56e-05, "loss": 2.9015, "step": 360 }, { "epoch": 2.55, "learning_rate": 3.66e-05, "loss": 2.9236, "step": 370 }, { "epoch": 2.62, "learning_rate": 3.76e-05, "loss": 2.8774, "step": 380 }, { "epoch": 2.69, "learning_rate": 3.86e-05, "loss": 2.8468, "step": 390 }, { "epoch": 2.76, "learning_rate": 3.960000000000001e-05, "loss": 2.8555, "step": 400 }, { "epoch": 2.76, "eval_loss": 2.761167049407959, "eval_runtime": 56.4787, "eval_samples_per_second": 29.746, "eval_steps_per_second": 29.746, "eval_wer": 1.0, "step": 400 }, { "epoch": 2.83, "learning_rate": 4.0600000000000004e-05, "loss": 2.7772, "step": 410 }, { "epoch": 2.9, "learning_rate": 4.16e-05, "loss": 2.6713, "step": 420 }, { "epoch": 2.97, "learning_rate": 4.26e-05, "loss": 2.6037, "step": 430 }, { "epoch": 3.03, "learning_rate": 4.36e-05, "loss": 2.5791, "step": 440 }, { "epoch": 3.1, "learning_rate": 4.46e-05, "loss": 2.388, "step": 450 }, { "epoch": 3.17, "learning_rate": 4.5600000000000004e-05, "loss": 2.2561, "step": 460 }, { "epoch": 3.24, "learning_rate": 4.660000000000001e-05, "loss": 2.1583, "step": 470 }, { "epoch": 3.31, "learning_rate": 4.76e-05, "loss": 2.0585, "step": 480 }, { "epoch": 3.38, "learning_rate": 4.86e-05, "loss": 1.8282, "step": 490 }, { "epoch": 3.45, "learning_rate": 4.96e-05, "loss": 1.7418, "step": 500 }, { "epoch": 3.45, "eval_loss": 1.573166012763977, "eval_runtime": 56.5585, "eval_samples_per_second": 29.704, "eval_steps_per_second": 29.704, "eval_wer": 0.9856660464475225, "step": 500 }, { "epoch": 3.52, "learning_rate": 5.0600000000000003e-05, "loss": 1.7797, "step": 510 }, { "epoch": 3.59, "learning_rate": 5.16e-05, "loss": 1.5095, "step": 520 }, { "epoch": 3.66, "learning_rate": 5.2600000000000005e-05, "loss": 1.3923, "step": 530 }, { "epoch": 3.72, "learning_rate": 5.360000000000001e-05, "loss": 1.5058, "step": 540 }, { "epoch": 3.79, "learning_rate": 5.4600000000000006e-05, "loss": 1.4846, "step": 550 }, { "epoch": 3.86, "learning_rate": 5.560000000000001e-05, "loss": 1.2265, "step": 560 }, { "epoch": 3.93, "learning_rate": 5.66e-05, "loss": 1.2093, "step": 570 }, { "epoch": 4.0, "learning_rate": 5.76e-05, "loss": 1.3418, "step": 580 }, { "epoch": 4.07, "learning_rate": 5.86e-05, "loss": 1.2013, "step": 590 }, { "epoch": 4.14, "learning_rate": 5.96e-05, "loss": 0.9606, "step": 600 }, { "epoch": 4.14, "eval_loss": 1.0014290809631348, "eval_runtime": 56.9613, "eval_samples_per_second": 29.494, "eval_steps_per_second": 29.494, "eval_wer": 0.7051891668389497, "step": 600 }, { "epoch": 4.21, "learning_rate": 6.06e-05, "loss": 1.0301, "step": 610 }, { "epoch": 4.28, "learning_rate": 6.16e-05, "loss": 1.2172, "step": 620 }, { "epoch": 4.34, "learning_rate": 6.26e-05, "loss": 0.9271, "step": 630 }, { "epoch": 4.41, "learning_rate": 6.36e-05, "loss": 0.9462, "step": 640 }, { "epoch": 4.48, "learning_rate": 6.460000000000001e-05, "loss": 1.0384, "step": 650 }, { "epoch": 4.55, "learning_rate": 6.560000000000001e-05, "loss": 1.0549, "step": 660 }, { "epoch": 4.62, "learning_rate": 6.66e-05, "loss": 0.8307, "step": 670 }, { "epoch": 4.69, "learning_rate": 6.76e-05, "loss": 0.9221, "step": 680 }, { "epoch": 4.76, "learning_rate": 6.860000000000001e-05, "loss": 1.0544, "step": 690 }, { "epoch": 4.83, "learning_rate": 6.96e-05, "loss": 0.8334, "step": 700 }, { "epoch": 4.83, "eval_loss": 0.769131600856781, "eval_runtime": 56.7008, "eval_samples_per_second": 29.629, "eval_steps_per_second": 29.629, "eval_wer": 0.6160843498035973, "step": 700 }, { "epoch": 4.9, "learning_rate": 7.06e-05, "loss": 0.7341, "step": 710 }, { "epoch": 4.97, "learning_rate": 7.16e-05, "loss": 0.8495, "step": 720 }, { "epoch": 5.03, "learning_rate": 7.26e-05, "loss": 0.973, "step": 730 }, { "epoch": 5.1, "learning_rate": 7.36e-05, "loss": 0.6632, "step": 740 }, { "epoch": 5.17, "learning_rate": 7.46e-05, "loss": 0.6896, "step": 750 }, { "epoch": 5.24, "learning_rate": 7.560000000000001e-05, "loss": 0.8501, "step": 760 }, { "epoch": 5.31, "learning_rate": 7.66e-05, "loss": 0.8078, "step": 770 }, { "epoch": 5.38, "learning_rate": 7.76e-05, "loss": 0.628, "step": 780 }, { "epoch": 5.45, "learning_rate": 7.860000000000001e-05, "loss": 0.6806, "step": 790 }, { "epoch": 5.52, "learning_rate": 7.960000000000001e-05, "loss": 0.852, "step": 800 }, { "epoch": 5.52, "eval_loss": 0.7168668508529663, "eval_runtime": 56.6076, "eval_samples_per_second": 29.678, "eval_steps_per_second": 29.678, "eval_wer": 0.5996829991041279, "step": 800 }, { "epoch": 5.59, "learning_rate": 8.060000000000001e-05, "loss": 0.6486, "step": 810 }, { "epoch": 5.66, "learning_rate": 8.16e-05, "loss": 0.5965, "step": 820 }, { "epoch": 5.72, "learning_rate": 8.26e-05, "loss": 0.7368, "step": 830 }, { "epoch": 5.79, "learning_rate": 8.36e-05, "loss": 0.8306, "step": 840 }, { "epoch": 5.86, "learning_rate": 8.46e-05, "loss": 0.5529, "step": 850 }, { "epoch": 5.93, "learning_rate": 8.560000000000001e-05, "loss": 0.6078, "step": 860 }, { "epoch": 6.0, "learning_rate": 8.66e-05, "loss": 0.7776, "step": 870 }, { "epoch": 6.07, "learning_rate": 8.76e-05, "loss": 0.571, "step": 880 }, { "epoch": 6.14, "learning_rate": 8.86e-05, "loss": 0.4976, "step": 890 }, { "epoch": 6.21, "learning_rate": 8.960000000000001e-05, "loss": 0.5707, "step": 900 }, { "epoch": 6.21, "eval_loss": 0.6820988059043884, "eval_runtime": 56.4488, "eval_samples_per_second": 29.761, "eval_steps_per_second": 29.761, "eval_wer": 0.5526841706291779, "step": 900 }, { "epoch": 6.28, "learning_rate": 9.06e-05, "loss": 0.766, "step": 910 }, { "epoch": 6.34, "learning_rate": 9.16e-05, "loss": 0.521, "step": 920 }, { "epoch": 6.41, "learning_rate": 9.260000000000001e-05, "loss": 0.5305, "step": 930 }, { "epoch": 6.48, "learning_rate": 9.360000000000001e-05, "loss": 0.6219, "step": 940 }, { "epoch": 6.55, "learning_rate": 9.46e-05, "loss": 0.6439, "step": 950 }, { "epoch": 6.62, "learning_rate": 9.56e-05, "loss": 0.4465, "step": 960 }, { "epoch": 6.69, "learning_rate": 9.66e-05, "loss": 0.5203, "step": 970 }, { "epoch": 6.76, "learning_rate": 9.76e-05, "loss": 0.7278, "step": 980 }, { "epoch": 6.83, "learning_rate": 9.86e-05, "loss": 0.546, "step": 990 }, { "epoch": 6.9, "learning_rate": 9.960000000000001e-05, "loss": 0.4235, "step": 1000 }, { "epoch": 6.9, "eval_loss": 0.6078075766563416, "eval_runtime": 56.804, "eval_samples_per_second": 29.575, "eval_steps_per_second": 29.575, "eval_wer": 0.5139549307421956, "step": 1000 }, { "epoch": 6.97, "learning_rate": 9.968421052631578e-05, "loss": 0.5458, "step": 1010 }, { "epoch": 7.03, "learning_rate": 9.915789473684211e-05, "loss": 0.6398, "step": 1020 }, { "epoch": 7.1, "learning_rate": 9.863157894736842e-05, "loss": 0.3998, "step": 1030 }, { "epoch": 7.17, "learning_rate": 9.810526315789475e-05, "loss": 0.4046, "step": 1040 }, { "epoch": 7.24, "learning_rate": 9.757894736842106e-05, "loss": 0.5476, "step": 1050 }, { "epoch": 7.31, "learning_rate": 9.705263157894738e-05, "loss": 0.5076, "step": 1060 }, { "epoch": 7.38, "learning_rate": 9.652631578947369e-05, "loss": 0.3436, "step": 1070 }, { "epoch": 7.45, "learning_rate": 9.6e-05, "loss": 0.4287, "step": 1080 }, { "epoch": 7.52, "learning_rate": 9.547368421052632e-05, "loss": 0.6136, "step": 1090 }, { "epoch": 7.59, "learning_rate": 9.494736842105264e-05, "loss": 0.4357, "step": 1100 }, { "epoch": 7.59, "eval_loss": 0.5927475094795227, "eval_runtime": 56.5623, "eval_samples_per_second": 29.702, "eval_steps_per_second": 29.702, "eval_wer": 0.49824271242505686, "step": 1100 }, { "epoch": 7.66, "learning_rate": 9.442105263157895e-05, "loss": 0.3723, "step": 1110 }, { "epoch": 7.72, "learning_rate": 9.389473684210527e-05, "loss": 0.4614, "step": 1120 }, { "epoch": 7.79, "learning_rate": 9.336842105263158e-05, "loss": 0.5398, "step": 1130 }, { "epoch": 7.86, "learning_rate": 9.28421052631579e-05, "loss": 0.3471, "step": 1140 }, { "epoch": 7.93, "learning_rate": 9.231578947368421e-05, "loss": 0.4024, "step": 1150 }, { "epoch": 8.0, "learning_rate": 9.178947368421052e-05, "loss": 0.5329, "step": 1160 }, { "epoch": 8.07, "learning_rate": 9.126315789473685e-05, "loss": 0.389, "step": 1170 }, { "epoch": 8.14, "learning_rate": 9.073684210526316e-05, "loss": 0.2866, "step": 1180 }, { "epoch": 8.21, "learning_rate": 9.021052631578947e-05, "loss": 0.3588, "step": 1190 }, { "epoch": 8.28, "learning_rate": 8.96842105263158e-05, "loss": 0.5004, "step": 1200 }, { "epoch": 8.28, "eval_loss": 0.5813701748847961, "eval_runtime": 56.4112, "eval_samples_per_second": 29.781, "eval_steps_per_second": 29.781, "eval_wer": 0.4825994073461512, "step": 1200 }, { "epoch": 8.34, "learning_rate": 8.915789473684211e-05, "loss": 0.3059, "step": 1210 }, { "epoch": 8.41, "learning_rate": 8.863157894736842e-05, "loss": 0.3087, "step": 1220 }, { "epoch": 8.48, "learning_rate": 8.810526315789475e-05, "loss": 0.4345, "step": 1230 }, { "epoch": 8.55, "learning_rate": 8.757894736842106e-05, "loss": 0.4485, "step": 1240 }, { "epoch": 8.62, "learning_rate": 8.705263157894738e-05, "loss": 0.2801, "step": 1250 }, { "epoch": 8.69, "learning_rate": 8.652631578947369e-05, "loss": 0.3428, "step": 1260 }, { "epoch": 8.76, "learning_rate": 8.6e-05, "loss": 0.4939, "step": 1270 }, { "epoch": 8.83, "learning_rate": 8.547368421052632e-05, "loss": 0.3254, "step": 1280 }, { "epoch": 8.9, "learning_rate": 8.494736842105263e-05, "loss": 0.3021, "step": 1290 }, { "epoch": 8.97, "learning_rate": 8.442105263157896e-05, "loss": 0.3757, "step": 1300 }, { "epoch": 8.97, "eval_loss": 0.5951181054115295, "eval_runtime": 56.2548, "eval_samples_per_second": 29.864, "eval_steps_per_second": 29.864, "eval_wer": 0.4643373992143891, "step": 1300 }, { "epoch": 9.03, "learning_rate": 8.389473684210527e-05, "loss": 0.4357, "step": 1310 }, { "epoch": 9.1, "learning_rate": 8.336842105263158e-05, "loss": 0.2338, "step": 1320 }, { "epoch": 9.17, "learning_rate": 8.28421052631579e-05, "loss": 0.2847, "step": 1330 }, { "epoch": 9.24, "learning_rate": 8.231578947368421e-05, "loss": 0.3848, "step": 1340 }, { "epoch": 9.31, "learning_rate": 8.178947368421052e-05, "loss": 0.3488, "step": 1350 }, { "epoch": 9.38, "learning_rate": 8.126315789473685e-05, "loss": 0.2357, "step": 1360 }, { "epoch": 9.45, "learning_rate": 8.073684210526316e-05, "loss": 0.2925, "step": 1370 }, { "epoch": 9.52, "learning_rate": 8.021052631578949e-05, "loss": 0.3927, "step": 1380 }, { "epoch": 9.59, "learning_rate": 7.96842105263158e-05, "loss": 0.2634, "step": 1390 }, { "epoch": 9.66, "learning_rate": 7.915789473684211e-05, "loss": 0.2579, "step": 1400 }, { "epoch": 9.66, "eval_loss": 0.599000096321106, "eval_runtime": 56.5431, "eval_samples_per_second": 29.712, "eval_steps_per_second": 29.712, "eval_wer": 0.4580662945351802, "step": 1400 }, { "epoch": 9.72, "learning_rate": 7.863157894736843e-05, "loss": 0.3388, "step": 1410 }, { "epoch": 9.79, "learning_rate": 7.810526315789474e-05, "loss": 0.3973, "step": 1420 }, { "epoch": 9.86, "learning_rate": 7.757894736842105e-05, "loss": 0.2391, "step": 1430 }, { "epoch": 9.93, "learning_rate": 7.705263157894738e-05, "loss": 0.272, "step": 1440 }, { "epoch": 10.0, "learning_rate": 7.652631578947369e-05, "loss": 0.4072, "step": 1450 }, { "epoch": 10.07, "learning_rate": 7.6e-05, "loss": 0.2573, "step": 1460 }, { "epoch": 10.14, "learning_rate": 7.547368421052632e-05, "loss": 0.2134, "step": 1470 }, { "epoch": 10.21, "learning_rate": 7.494736842105263e-05, "loss": 0.2591, "step": 1480 }, { "epoch": 10.28, "learning_rate": 7.442105263157894e-05, "loss": 0.3908, "step": 1490 }, { "epoch": 10.34, "learning_rate": 7.389473684210527e-05, "loss": 0.2087, "step": 1500 }, { "epoch": 10.34, "eval_loss": 0.5863637328147888, "eval_runtime": 56.4185, "eval_samples_per_second": 29.777, "eval_steps_per_second": 29.777, "eval_wer": 0.4487630073737165, "step": 1500 }, { "epoch": 10.41, "learning_rate": 7.336842105263158e-05, "loss": 0.229, "step": 1510 }, { "epoch": 10.48, "learning_rate": 7.28421052631579e-05, "loss": 0.3118, "step": 1520 }, { "epoch": 10.55, "learning_rate": 7.231578947368421e-05, "loss": 0.3177, "step": 1530 }, { "epoch": 10.62, "learning_rate": 7.178947368421054e-05, "loss": 0.2062, "step": 1540 }, { "epoch": 10.69, "learning_rate": 7.126315789473685e-05, "loss": 0.2668, "step": 1550 }, { "epoch": 10.76, "learning_rate": 7.073684210526316e-05, "loss": 0.3432, "step": 1560 }, { "epoch": 10.83, "learning_rate": 7.021052631578949e-05, "loss": 0.2328, "step": 1570 }, { "epoch": 10.9, "learning_rate": 6.96842105263158e-05, "loss": 0.2029, "step": 1580 }, { "epoch": 10.97, "learning_rate": 6.915789473684211e-05, "loss": 0.2662, "step": 1590 }, { "epoch": 11.03, "learning_rate": 6.863157894736843e-05, "loss": 0.3155, "step": 1600 }, { "epoch": 11.03, "eval_loss": 0.5836004614830017, "eval_runtime": 56.1874, "eval_samples_per_second": 29.9, "eval_steps_per_second": 29.9, "eval_wer": 0.4464199572737923, "step": 1600 }, { "epoch": 11.1, "learning_rate": 6.810526315789474e-05, "loss": 0.1775, "step": 1610 }, { "epoch": 11.17, "learning_rate": 6.757894736842105e-05, "loss": 0.1857, "step": 1620 }, { "epoch": 11.24, "learning_rate": 6.705263157894737e-05, "loss": 0.3008, "step": 1630 }, { "epoch": 11.31, "learning_rate": 6.652631578947369e-05, "loss": 0.2501, "step": 1640 }, { "epoch": 11.38, "learning_rate": 6.6e-05, "loss": 0.1811, "step": 1650 }, { "epoch": 11.45, "learning_rate": 6.547368421052632e-05, "loss": 0.2156, "step": 1660 }, { "epoch": 11.52, "learning_rate": 6.494736842105263e-05, "loss": 0.3433, "step": 1670 }, { "epoch": 11.59, "learning_rate": 6.442105263157894e-05, "loss": 0.1917, "step": 1680 }, { "epoch": 11.66, "learning_rate": 6.389473684210526e-05, "loss": 0.1897, "step": 1690 }, { "epoch": 11.72, "learning_rate": 6.336842105263158e-05, "loss": 0.2701, "step": 1700 }, { "epoch": 11.72, "eval_loss": 0.6045300960540771, "eval_runtime": 56.6248, "eval_samples_per_second": 29.669, "eval_steps_per_second": 29.669, "eval_wer": 0.43484253325063743, "step": 1700 }, { "epoch": 11.79, "learning_rate": 6.28421052631579e-05, "loss": 0.3133, "step": 1710 }, { "epoch": 11.86, "learning_rate": 6.231578947368422e-05, "loss": 0.1561, "step": 1720 }, { "epoch": 11.93, "learning_rate": 6.178947368421054e-05, "loss": 0.2225, "step": 1730 }, { "epoch": 12.0, "learning_rate": 6.126315789473685e-05, "loss": 0.3342, "step": 1740 }, { "epoch": 12.07, "learning_rate": 6.073684210526316e-05, "loss": 0.1887, "step": 1750 }, { "epoch": 12.14, "learning_rate": 6.0210526315789475e-05, "loss": 0.1706, "step": 1760 }, { "epoch": 12.21, "learning_rate": 5.968421052631579e-05, "loss": 0.2167, "step": 1770 }, { "epoch": 12.28, "learning_rate": 5.9157894736842114e-05, "loss": 0.2971, "step": 1780 }, { "epoch": 12.34, "learning_rate": 5.863157894736843e-05, "loss": 0.1613, "step": 1790 }, { "epoch": 12.41, "learning_rate": 5.810526315789474e-05, "loss": 0.172, "step": 1800 }, { "epoch": 12.41, "eval_loss": 0.6493738889694214, "eval_runtime": 56.5446, "eval_samples_per_second": 29.711, "eval_steps_per_second": 29.711, "eval_wer": 0.4344290538212391, "step": 1800 }, { "epoch": 12.48, "learning_rate": 5.7578947368421053e-05, "loss": 0.2779, "step": 1810 }, { "epoch": 12.55, "learning_rate": 5.7052631578947366e-05, "loss": 0.2399, "step": 1820 }, { "epoch": 12.62, "learning_rate": 5.652631578947368e-05, "loss": 0.1499, "step": 1830 }, { "epoch": 12.69, "learning_rate": 5.6000000000000006e-05, "loss": 0.1919, "step": 1840 }, { "epoch": 12.76, "learning_rate": 5.547368421052632e-05, "loss": 0.2683, "step": 1850 }, { "epoch": 12.83, "learning_rate": 5.494736842105264e-05, "loss": 0.1663, "step": 1860 }, { "epoch": 12.9, "learning_rate": 5.442105263157895e-05, "loss": 0.1597, "step": 1870 }, { "epoch": 12.97, "learning_rate": 5.3894736842105265e-05, "loss": 0.2265, "step": 1880 }, { "epoch": 13.03, "learning_rate": 5.336842105263158e-05, "loss": 0.2389, "step": 1890 }, { "epoch": 13.1, "learning_rate": 5.284210526315789e-05, "loss": 0.1529, "step": 1900 }, { "epoch": 13.1, "eval_loss": 0.591465950012207, "eval_runtime": 56.5515, "eval_samples_per_second": 29.707, "eval_steps_per_second": 29.707, "eval_wer": 0.42409206808627936, "step": 1900 }, { "epoch": 13.17, "learning_rate": 5.231578947368422e-05, "loss": 0.1739, "step": 1910 }, { "epoch": 13.24, "learning_rate": 5.178947368421053e-05, "loss": 0.2318, "step": 1920 }, { "epoch": 13.31, "learning_rate": 5.126315789473684e-05, "loss": 0.1797, "step": 1930 }, { "epoch": 13.38, "learning_rate": 5.073684210526316e-05, "loss": 0.1469, "step": 1940 }, { "epoch": 13.45, "learning_rate": 5.0210526315789476e-05, "loss": 0.1917, "step": 1950 }, { "epoch": 13.52, "learning_rate": 4.9684210526315796e-05, "loss": 0.2931, "step": 1960 }, { "epoch": 13.59, "learning_rate": 4.915789473684211e-05, "loss": 0.1528, "step": 1970 }, { "epoch": 13.66, "learning_rate": 4.863157894736842e-05, "loss": 0.1535, "step": 1980 }, { "epoch": 13.72, "learning_rate": 4.8105263157894735e-05, "loss": 0.2489, "step": 1990 }, { "epoch": 13.79, "learning_rate": 4.7578947368421054e-05, "loss": 0.2411, "step": 2000 }, { "epoch": 13.79, "eval_loss": 0.615635871887207, "eval_runtime": 56.2351, "eval_samples_per_second": 29.875, "eval_steps_per_second": 29.875, "eval_wer": 0.4245744607539108, "step": 2000 }, { "epoch": 13.86, "learning_rate": 4.705263157894737e-05, "loss": 0.1373, "step": 2010 }, { "epoch": 13.93, "learning_rate": 4.652631578947369e-05, "loss": 0.164, "step": 2020 }, { "epoch": 14.0, "learning_rate": 4.600000000000001e-05, "loss": 0.2577, "step": 2030 }, { "epoch": 14.07, "learning_rate": 4.547368421052632e-05, "loss": 0.1481, "step": 2040 }, { "epoch": 14.14, "learning_rate": 4.494736842105263e-05, "loss": 0.1299, "step": 2050 }, { "epoch": 14.21, "learning_rate": 4.442105263157895e-05, "loss": 0.1767, "step": 2060 }, { "epoch": 14.28, "learning_rate": 4.3894736842105266e-05, "loss": 0.2631, "step": 2070 }, { "epoch": 14.34, "learning_rate": 4.336842105263158e-05, "loss": 0.1356, "step": 2080 }, { "epoch": 14.41, "learning_rate": 4.284210526315789e-05, "loss": 0.1595, "step": 2090 }, { "epoch": 14.48, "learning_rate": 4.231578947368421e-05, "loss": 0.2348, "step": 2100 }, { "epoch": 14.48, "eval_loss": 0.6363445520401001, "eval_runtime": 56.3827, "eval_samples_per_second": 29.796, "eval_steps_per_second": 29.796, "eval_wer": 0.4206464061746261, "step": 2100 }, { "epoch": 14.55, "learning_rate": 4.178947368421053e-05, "loss": 0.2066, "step": 2110 }, { "epoch": 14.62, "learning_rate": 4.1263157894736844e-05, "loss": 0.1278, "step": 2120 }, { "epoch": 14.69, "learning_rate": 4.0736842105263164e-05, "loss": 0.1942, "step": 2130 }, { "epoch": 14.76, "learning_rate": 4.021052631578948e-05, "loss": 0.2502, "step": 2140 }, { "epoch": 14.83, "learning_rate": 3.968421052631579e-05, "loss": 0.1388, "step": 2150 }, { "epoch": 14.9, "learning_rate": 3.91578947368421e-05, "loss": 0.1254, "step": 2160 }, { "epoch": 14.97, "learning_rate": 3.863157894736842e-05, "loss": 0.1711, "step": 2170 }, { "epoch": 15.03, "learning_rate": 3.8105263157894735e-05, "loss": 0.2085, "step": 2180 }, { "epoch": 15.1, "learning_rate": 3.7578947368421055e-05, "loss": 0.1183, "step": 2190 }, { "epoch": 15.17, "learning_rate": 3.7052631578947375e-05, "loss": 0.1429, "step": 2200 }, { "epoch": 15.17, "eval_loss": 0.6394490599632263, "eval_runtime": 56.3483, "eval_samples_per_second": 29.815, "eval_steps_per_second": 29.815, "eval_wer": 0.4160981324512439, "step": 2200 }, { "epoch": 15.24, "learning_rate": 3.652631578947369e-05, "loss": 0.2156, "step": 2210 }, { "epoch": 15.31, "learning_rate": 3.6e-05, "loss": 0.1578, "step": 2220 }, { "epoch": 15.38, "learning_rate": 3.547368421052632e-05, "loss": 0.1341, "step": 2230 }, { "epoch": 15.45, "learning_rate": 3.4947368421052634e-05, "loss": 0.1594, "step": 2240 }, { "epoch": 15.52, "learning_rate": 3.442105263157895e-05, "loss": 0.2551, "step": 2250 }, { "epoch": 15.59, "learning_rate": 3.389473684210526e-05, "loss": 0.117, "step": 2260 }, { "epoch": 15.66, "learning_rate": 3.336842105263158e-05, "loss": 0.1331, "step": 2270 }, { "epoch": 15.72, "learning_rate": 3.28421052631579e-05, "loss": 0.2143, "step": 2280 }, { "epoch": 15.79, "learning_rate": 3.231578947368421e-05, "loss": 0.1883, "step": 2290 }, { "epoch": 15.86, "learning_rate": 3.178947368421053e-05, "loss": 0.1151, "step": 2300 }, { "epoch": 15.86, "eval_loss": 0.618624746799469, "eval_runtime": 56.5131, "eval_samples_per_second": 29.728, "eval_steps_per_second": 29.728, "eval_wer": 0.4167183515953415, "step": 2300 }, { "epoch": 15.93, "learning_rate": 3.1263157894736845e-05, "loss": 0.1411, "step": 2310 }, { "epoch": 16.0, "learning_rate": 3.073684210526316e-05, "loss": 0.2432, "step": 2320 }, { "epoch": 16.07, "learning_rate": 3.021052631578947e-05, "loss": 0.1205, "step": 2330 }, { "epoch": 16.14, "learning_rate": 2.968421052631579e-05, "loss": 0.118, "step": 2340 }, { "epoch": 16.21, "learning_rate": 2.9157894736842107e-05, "loss": 0.1565, "step": 2350 }, { "epoch": 16.28, "learning_rate": 2.863157894736842e-05, "loss": 0.2138, "step": 2360 }, { "epoch": 16.34, "learning_rate": 2.810526315789474e-05, "loss": 0.1112, "step": 2370 }, { "epoch": 16.41, "learning_rate": 2.7578947368421053e-05, "loss": 0.138, "step": 2380 }, { "epoch": 16.48, "learning_rate": 2.705263157894737e-05, "loss": 0.1801, "step": 2390 }, { "epoch": 16.55, "learning_rate": 2.652631578947369e-05, "loss": 0.1723, "step": 2400 }, { "epoch": 16.55, "eval_loss": 0.6497763395309448, "eval_runtime": 56.5754, "eval_samples_per_second": 29.695, "eval_steps_per_second": 29.695, "eval_wer": 0.4123768175866584, "step": 2400 }, { "epoch": 16.62, "learning_rate": 2.6000000000000002e-05, "loss": 0.1073, "step": 2410 }, { "epoch": 16.69, "learning_rate": 2.5473684210526315e-05, "loss": 0.1439, "step": 2420 }, { "epoch": 16.76, "learning_rate": 2.4947368421052635e-05, "loss": 0.2264, "step": 2430 }, { "epoch": 16.83, "learning_rate": 2.4421052631578948e-05, "loss": 0.1329, "step": 2440 }, { "epoch": 16.9, "learning_rate": 2.3894736842105264e-05, "loss": 0.1273, "step": 2450 }, { "epoch": 16.97, "learning_rate": 2.336842105263158e-05, "loss": 0.164, "step": 2460 }, { "epoch": 17.03, "learning_rate": 2.2842105263157897e-05, "loss": 0.1856, "step": 2470 }, { "epoch": 17.1, "learning_rate": 2.2315789473684213e-05, "loss": 0.1101, "step": 2480 }, { "epoch": 17.17, "learning_rate": 2.1789473684210526e-05, "loss": 0.1334, "step": 2490 }, { "epoch": 17.24, "learning_rate": 2.1263157894736842e-05, "loss": 0.1997, "step": 2500 }, { "epoch": 17.24, "eval_loss": 0.6540533304214478, "eval_runtime": 57.2509, "eval_samples_per_second": 29.345, "eval_steps_per_second": 29.345, "eval_wer": 0.40762180414857696, "step": 2500 }, { "epoch": 17.31, "learning_rate": 2.073684210526316e-05, "loss": 0.1572, "step": 2510 }, { "epoch": 17.38, "learning_rate": 2.0210526315789475e-05, "loss": 0.099, "step": 2520 }, { "epoch": 17.45, "learning_rate": 1.968421052631579e-05, "loss": 0.1358, "step": 2530 }, { "epoch": 17.52, "learning_rate": 1.9157894736842104e-05, "loss": 0.1907, "step": 2540 }, { "epoch": 17.59, "learning_rate": 1.863157894736842e-05, "loss": 0.1132, "step": 2550 }, { "epoch": 17.66, "learning_rate": 1.810526315789474e-05, "loss": 0.122, "step": 2560 }, { "epoch": 17.72, "learning_rate": 1.7578947368421054e-05, "loss": 0.171, "step": 2570 }, { "epoch": 17.79, "learning_rate": 1.705263157894737e-05, "loss": 0.179, "step": 2580 }, { "epoch": 17.86, "learning_rate": 1.6526315789473683e-05, "loss": 0.1014, "step": 2590 }, { "epoch": 17.93, "learning_rate": 1.6000000000000003e-05, "loss": 0.1297, "step": 2600 }, { "epoch": 17.93, "eval_loss": 0.654592752456665, "eval_runtime": 57.1287, "eval_samples_per_second": 29.407, "eval_steps_per_second": 29.407, "eval_wer": 0.41168768520432775, "step": 2600 }, { "epoch": 18.0, "learning_rate": 1.5473684210526316e-05, "loss": 0.1979, "step": 2610 }, { "epoch": 18.07, "learning_rate": 1.4947368421052632e-05, "loss": 0.1121, "step": 2620 }, { "epoch": 18.14, "learning_rate": 1.4421052631578948e-05, "loss": 0.0982, "step": 2630 }, { "epoch": 18.21, "learning_rate": 1.3894736842105263e-05, "loss": 0.1454, "step": 2640 }, { "epoch": 18.28, "learning_rate": 1.336842105263158e-05, "loss": 0.1949, "step": 2650 }, { "epoch": 18.34, "learning_rate": 1.2842105263157894e-05, "loss": 0.1097, "step": 2660 }, { "epoch": 18.41, "learning_rate": 1.231578947368421e-05, "loss": 0.1126, "step": 2670 }, { "epoch": 18.48, "learning_rate": 1.1789473684210527e-05, "loss": 0.1803, "step": 2680 }, { "epoch": 18.55, "learning_rate": 1.1263157894736842e-05, "loss": 0.155, "step": 2690 }, { "epoch": 18.62, "learning_rate": 1.073684210526316e-05, "loss": 0.101, "step": 2700 }, { "epoch": 18.62, "eval_loss": 0.6470673084259033, "eval_runtime": 57.3973, "eval_samples_per_second": 29.27, "eval_steps_per_second": 29.27, "eval_wer": 0.4074839776721108, "step": 2700 }, { "epoch": 18.69, "learning_rate": 1.0210526315789474e-05, "loss": 0.1404, "step": 2710 }, { "epoch": 18.76, "learning_rate": 9.68421052631579e-06, "loss": 0.1989, "step": 2720 }, { "epoch": 18.83, "learning_rate": 9.157894736842105e-06, "loss": 0.0993, "step": 2730 }, { "epoch": 18.9, "learning_rate": 8.631578947368422e-06, "loss": 0.1216, "step": 2740 }, { "epoch": 18.97, "learning_rate": 8.105263157894736e-06, "loss": 0.162, "step": 2750 }, { "epoch": 19.03, "learning_rate": 7.578947368421054e-06, "loss": 0.1653, "step": 2760 }, { "epoch": 19.1, "learning_rate": 7.052631578947369e-06, "loss": 0.0955, "step": 2770 }, { "epoch": 19.17, "learning_rate": 6.526315789473685e-06, "loss": 0.1158, "step": 2780 }, { "epoch": 19.24, "learning_rate": 6e-06, "loss": 0.1904, "step": 2790 }, { "epoch": 19.31, "learning_rate": 5.4736842105263165e-06, "loss": 0.1272, "step": 2800 }, { "epoch": 19.31, "eval_loss": 0.6586117744445801, "eval_runtime": 56.8995, "eval_samples_per_second": 29.526, "eval_steps_per_second": 29.526, "eval_wer": 0.40645027909861486, "step": 2800 }, { "epoch": 19.38, "learning_rate": 4.947368421052632e-06, "loss": 0.097, "step": 2810 }, { "epoch": 19.45, "learning_rate": 4.4210526315789476e-06, "loss": 0.1309, "step": 2820 }, { "epoch": 19.52, "learning_rate": 3.894736842105264e-06, "loss": 0.1702, "step": 2830 }, { "epoch": 19.59, "learning_rate": 3.368421052631579e-06, "loss": 0.1035, "step": 2840 }, { "epoch": 19.66, "learning_rate": 2.842105263157895e-06, "loss": 0.1024, "step": 2850 }, { "epoch": 19.72, "learning_rate": 2.315789473684211e-06, "loss": 0.1567, "step": 2860 }, { "epoch": 19.79, "learning_rate": 1.7894736842105262e-06, "loss": 0.1576, "step": 2870 }, { "epoch": 19.86, "learning_rate": 1.2631578947368422e-06, "loss": 0.1008, "step": 2880 }, { "epoch": 19.93, "learning_rate": 7.368421052631579e-07, "loss": 0.11, "step": 2890 }, { "epoch": 20.0, "learning_rate": 2.105263157894737e-07, "loss": 0.1901, "step": 2900 }, { "epoch": 20.0, "eval_loss": 0.6549025177955627, "eval_runtime": 57.4128, "eval_samples_per_second": 29.262, "eval_steps_per_second": 29.262, "eval_wer": 0.4051409275721866, "step": 2900 }, { "epoch": 20.0, "step": 2900, "total_flos": 2.6571394113263534e+18, "train_loss": 0.9290403553329665, "train_runtime": 4751.1406, "train_samples_per_second": 19.448, "train_steps_per_second": 0.61 } ], "max_steps": 2900, "num_train_epochs": 20, "total_flos": 2.6571394113263534e+18, "trial_name": null, "trial_params": null }