| { | |
| "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": 9.5879, | |
| "step": 10 | |
| }, | |
| { | |
| "epoch": 0.14, | |
| "learning_rate": 1.8e-06, | |
| "loss": 8.4067, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 0.21, | |
| "learning_rate": 2.8000000000000003e-06, | |
| "loss": 7.8507, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 0.28, | |
| "learning_rate": 3.7e-06, | |
| "loss": 8.4293, | |
| "step": 40 | |
| }, | |
| { | |
| "epoch": 0.34, | |
| "learning_rate": 4.7e-06, | |
| "loss": 7.6196, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 0.41, | |
| "learning_rate": 5.7000000000000005e-06, | |
| "loss": 6.565, | |
| "step": 60 | |
| }, | |
| { | |
| "epoch": 0.48, | |
| "learning_rate": 6.700000000000001e-06, | |
| "loss": 5.0036, | |
| "step": 70 | |
| }, | |
| { | |
| "epoch": 0.55, | |
| "learning_rate": 7.7e-06, | |
| "loss": 3.9251, | |
| "step": 80 | |
| }, | |
| { | |
| "epoch": 0.62, | |
| "learning_rate": 8.7e-06, | |
| "loss": 3.2412, | |
| "step": 90 | |
| }, | |
| { | |
| "epoch": 0.69, | |
| "learning_rate": 9.7e-06, | |
| "loss": 3.071, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 0.69, | |
| "eval_loss": 3.0262322425842285, | |
| "eval_runtime": 53.4663, | |
| "eval_samples_per_second": 31.422, | |
| "eval_steps_per_second": 31.422, | |
| "eval_wer": 1.0, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 0.76, | |
| "learning_rate": 1.0700000000000001e-05, | |
| "loss": 3.0293, | |
| "step": 110 | |
| }, | |
| { | |
| "epoch": 0.83, | |
| "learning_rate": 1.1700000000000001e-05, | |
| "loss": 2.9589, | |
| "step": 120 | |
| }, | |
| { | |
| "epoch": 0.9, | |
| "learning_rate": 1.27e-05, | |
| "loss": 2.9437, | |
| "step": 130 | |
| }, | |
| { | |
| "epoch": 0.97, | |
| "learning_rate": 1.3700000000000001e-05, | |
| "loss": 2.9449, | |
| "step": 140 | |
| }, | |
| { | |
| "epoch": 1.03, | |
| "learning_rate": 1.47e-05, | |
| "loss": 2.9699, | |
| "step": 150 | |
| }, | |
| { | |
| "epoch": 1.1, | |
| "learning_rate": 1.5700000000000002e-05, | |
| "loss": 2.9409, | |
| "step": 160 | |
| }, | |
| { | |
| "epoch": 1.17, | |
| "learning_rate": 1.6700000000000003e-05, | |
| "loss": 2.9301, | |
| "step": 170 | |
| }, | |
| { | |
| "epoch": 1.24, | |
| "learning_rate": 1.77e-05, | |
| "loss": 2.9621, | |
| "step": 180 | |
| }, | |
| { | |
| "epoch": 1.31, | |
| "learning_rate": 1.87e-05, | |
| "loss": 2.95, | |
| "step": 190 | |
| }, | |
| { | |
| "epoch": 1.38, | |
| "learning_rate": 1.97e-05, | |
| "loss": 2.9304, | |
| "step": 200 | |
| }, | |
| { | |
| "epoch": 1.38, | |
| "eval_loss": 2.92971134185791, | |
| "eval_runtime": 53.2709, | |
| "eval_samples_per_second": 31.537, | |
| "eval_steps_per_second": 31.537, | |
| "eval_wer": 1.0, | |
| "step": 200 | |
| }, | |
| { | |
| "epoch": 1.45, | |
| "learning_rate": 2.07e-05, | |
| "loss": 2.934, | |
| "step": 210 | |
| }, | |
| { | |
| "epoch": 1.52, | |
| "learning_rate": 2.1700000000000002e-05, | |
| "loss": 2.934, | |
| "step": 220 | |
| }, | |
| { | |
| "epoch": 1.59, | |
| "learning_rate": 2.2700000000000003e-05, | |
| "loss": 2.9189, | |
| "step": 230 | |
| }, | |
| { | |
| "epoch": 1.66, | |
| "learning_rate": 2.37e-05, | |
| "loss": 2.9029, | |
| "step": 240 | |
| }, | |
| { | |
| "epoch": 1.72, | |
| "learning_rate": 2.47e-05, | |
| "loss": 2.9062, | |
| "step": 250 | |
| }, | |
| { | |
| "epoch": 1.79, | |
| "learning_rate": 2.57e-05, | |
| "loss": 2.9382, | |
| "step": 260 | |
| }, | |
| { | |
| "epoch": 1.86, | |
| "learning_rate": 2.6700000000000002e-05, | |
| "loss": 2.8572, | |
| "step": 270 | |
| }, | |
| { | |
| "epoch": 1.93, | |
| "learning_rate": 2.7700000000000002e-05, | |
| "loss": 2.8821, | |
| "step": 280 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "learning_rate": 2.87e-05, | |
| "loss": 2.9294, | |
| "step": 290 | |
| }, | |
| { | |
| "epoch": 2.07, | |
| "learning_rate": 2.97e-05, | |
| "loss": 2.8823, | |
| "step": 300 | |
| }, | |
| { | |
| "epoch": 2.07, | |
| "eval_loss": 2.8366596698760986, | |
| "eval_runtime": 53.4753, | |
| "eval_samples_per_second": 31.416, | |
| "eval_steps_per_second": 31.416, | |
| "eval_wer": 1.0, | |
| "step": 300 | |
| }, | |
| { | |
| "epoch": 2.14, | |
| "learning_rate": 3.07e-05, | |
| "loss": 2.7743, | |
| "step": 310 | |
| }, | |
| { | |
| "epoch": 2.21, | |
| "learning_rate": 3.1700000000000005e-05, | |
| "loss": 2.7128, | |
| "step": 320 | |
| }, | |
| { | |
| "epoch": 2.28, | |
| "learning_rate": 3.27e-05, | |
| "loss": 2.6753, | |
| "step": 330 | |
| }, | |
| { | |
| "epoch": 2.34, | |
| "learning_rate": 3.3700000000000006e-05, | |
| "loss": 2.4534, | |
| "step": 340 | |
| }, | |
| { | |
| "epoch": 2.41, | |
| "learning_rate": 3.4699999999999996e-05, | |
| "loss": 2.3182, | |
| "step": 350 | |
| }, | |
| { | |
| "epoch": 2.48, | |
| "learning_rate": 3.57e-05, | |
| "loss": 2.1757, | |
| "step": 360 | |
| }, | |
| { | |
| "epoch": 2.55, | |
| "learning_rate": 3.6700000000000004e-05, | |
| "loss": 2.0205, | |
| "step": 370 | |
| }, | |
| { | |
| "epoch": 2.62, | |
| "learning_rate": 3.77e-05, | |
| "loss": 1.7001, | |
| "step": 380 | |
| }, | |
| { | |
| "epoch": 2.69, | |
| "learning_rate": 3.8700000000000006e-05, | |
| "loss": 1.5838, | |
| "step": 390 | |
| }, | |
| { | |
| "epoch": 2.76, | |
| "learning_rate": 3.97e-05, | |
| "loss": 1.5668, | |
| "step": 400 | |
| }, | |
| { | |
| "epoch": 2.76, | |
| "eval_loss": 1.230989933013916, | |
| "eval_runtime": 53.6866, | |
| "eval_samples_per_second": 31.293, | |
| "eval_steps_per_second": 31.293, | |
| "eval_wer": 0.8807111846185652, | |
| "step": 400 | |
| }, | |
| { | |
| "epoch": 2.83, | |
| "learning_rate": 4.07e-05, | |
| "loss": 1.2143, | |
| "step": 410 | |
| }, | |
| { | |
| "epoch": 2.9, | |
| "learning_rate": 4.17e-05, | |
| "loss": 1.06, | |
| "step": 420 | |
| }, | |
| { | |
| "epoch": 2.97, | |
| "learning_rate": 4.27e-05, | |
| "loss": 1.0786, | |
| "step": 430 | |
| }, | |
| { | |
| "epoch": 3.03, | |
| "learning_rate": 4.3700000000000005e-05, | |
| "loss": 1.1552, | |
| "step": 440 | |
| }, | |
| { | |
| "epoch": 3.1, | |
| "learning_rate": 4.47e-05, | |
| "loss": 0.8438, | |
| "step": 450 | |
| }, | |
| { | |
| "epoch": 3.17, | |
| "learning_rate": 4.5700000000000006e-05, | |
| "loss": 0.8164, | |
| "step": 460 | |
| }, | |
| { | |
| "epoch": 3.24, | |
| "learning_rate": 4.6700000000000003e-05, | |
| "loss": 0.927, | |
| "step": 470 | |
| }, | |
| { | |
| "epoch": 3.31, | |
| "learning_rate": 4.77e-05, | |
| "loss": 0.8643, | |
| "step": 480 | |
| }, | |
| { | |
| "epoch": 3.38, | |
| "learning_rate": 4.87e-05, | |
| "loss": 0.7093, | |
| "step": 490 | |
| }, | |
| { | |
| "epoch": 3.45, | |
| "learning_rate": 4.97e-05, | |
| "loss": 0.7422, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 3.45, | |
| "eval_loss": 0.7080259919166565, | |
| "eval_runtime": 54.074, | |
| "eval_samples_per_second": 31.069, | |
| "eval_steps_per_second": 31.069, | |
| "eval_wer": 0.5956860312866101, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 3.52, | |
| "learning_rate": 5.0700000000000006e-05, | |
| "loss": 0.8921, | |
| "step": 510 | |
| }, | |
| { | |
| "epoch": 3.59, | |
| "learning_rate": 5.17e-05, | |
| "loss": 0.6304, | |
| "step": 520 | |
| }, | |
| { | |
| "epoch": 3.66, | |
| "learning_rate": 5.270000000000001e-05, | |
| "loss": 0.6065, | |
| "step": 530 | |
| }, | |
| { | |
| "epoch": 3.72, | |
| "learning_rate": 5.3700000000000004e-05, | |
| "loss": 0.754, | |
| "step": 540 | |
| }, | |
| { | |
| "epoch": 3.79, | |
| "learning_rate": 5.470000000000001e-05, | |
| "loss": 0.7717, | |
| "step": 550 | |
| }, | |
| { | |
| "epoch": 3.86, | |
| "learning_rate": 5.5700000000000005e-05, | |
| "loss": 0.5817, | |
| "step": 560 | |
| }, | |
| { | |
| "epoch": 3.93, | |
| "learning_rate": 5.6699999999999996e-05, | |
| "loss": 0.5992, | |
| "step": 570 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "learning_rate": 5.77e-05, | |
| "loss": 0.7346, | |
| "step": 580 | |
| }, | |
| { | |
| "epoch": 4.07, | |
| "learning_rate": 5.87e-05, | |
| "loss": 0.5768, | |
| "step": 590 | |
| }, | |
| { | |
| "epoch": 4.14, | |
| "learning_rate": 5.97e-05, | |
| "loss": 0.4121, | |
| "step": 600 | |
| }, | |
| { | |
| "epoch": 4.14, | |
| "eval_loss": 0.5828642845153809, | |
| "eval_runtime": 54.1137, | |
| "eval_samples_per_second": 31.046, | |
| "eval_steps_per_second": 31.046, | |
| "eval_wer": 0.5073392598718214, | |
| "step": 600 | |
| }, | |
| { | |
| "epoch": 4.21, | |
| "learning_rate": 6.07e-05, | |
| "loss": 0.4987, | |
| "step": 610 | |
| }, | |
| { | |
| "epoch": 4.28, | |
| "learning_rate": 6.170000000000001e-05, | |
| "loss": 0.65, | |
| "step": 620 | |
| }, | |
| { | |
| "epoch": 4.34, | |
| "learning_rate": 6.27e-05, | |
| "loss": 0.4376, | |
| "step": 630 | |
| }, | |
| { | |
| "epoch": 4.41, | |
| "learning_rate": 6.37e-05, | |
| "loss": 0.4473, | |
| "step": 640 | |
| }, | |
| { | |
| "epoch": 4.48, | |
| "learning_rate": 6.47e-05, | |
| "loss": 0.5292, | |
| "step": 650 | |
| }, | |
| { | |
| "epoch": 4.55, | |
| "learning_rate": 6.570000000000001e-05, | |
| "loss": 0.541, | |
| "step": 660 | |
| }, | |
| { | |
| "epoch": 4.62, | |
| "learning_rate": 6.670000000000001e-05, | |
| "loss": 0.3965, | |
| "step": 670 | |
| }, | |
| { | |
| "epoch": 4.69, | |
| "learning_rate": 6.77e-05, | |
| "loss": 0.4583, | |
| "step": 680 | |
| }, | |
| { | |
| "epoch": 4.76, | |
| "learning_rate": 6.87e-05, | |
| "loss": 0.6338, | |
| "step": 690 | |
| }, | |
| { | |
| "epoch": 4.83, | |
| "learning_rate": 6.97e-05, | |
| "loss": 0.3981, | |
| "step": 700 | |
| }, | |
| { | |
| "epoch": 4.83, | |
| "eval_loss": 0.5153024792671204, | |
| "eval_runtime": 54.0248, | |
| "eval_samples_per_second": 31.097, | |
| "eval_steps_per_second": 31.097, | |
| "eval_wer": 0.44614430432086005, | |
| "step": 700 | |
| }, | |
| { | |
| "epoch": 4.9, | |
| "learning_rate": 7.07e-05, | |
| "loss": 0.3658, | |
| "step": 710 | |
| }, | |
| { | |
| "epoch": 4.97, | |
| "learning_rate": 7.17e-05, | |
| "loss": 0.4519, | |
| "step": 720 | |
| }, | |
| { | |
| "epoch": 5.03, | |
| "learning_rate": 7.27e-05, | |
| "loss": 0.5366, | |
| "step": 730 | |
| }, | |
| { | |
| "epoch": 5.1, | |
| "learning_rate": 7.37e-05, | |
| "loss": 0.2945, | |
| "step": 740 | |
| }, | |
| { | |
| "epoch": 5.17, | |
| "learning_rate": 7.47e-05, | |
| "loss": 0.3191, | |
| "step": 750 | |
| }, | |
| { | |
| "epoch": 5.24, | |
| "learning_rate": 7.570000000000001e-05, | |
| "loss": 0.455, | |
| "step": 760 | |
| }, | |
| { | |
| "epoch": 5.31, | |
| "learning_rate": 7.670000000000001e-05, | |
| "loss": 0.3723, | |
| "step": 770 | |
| }, | |
| { | |
| "epoch": 5.38, | |
| "learning_rate": 7.77e-05, | |
| "loss": 0.3053, | |
| "step": 780 | |
| }, | |
| { | |
| "epoch": 5.45, | |
| "learning_rate": 7.87e-05, | |
| "loss": 0.3479, | |
| "step": 790 | |
| }, | |
| { | |
| "epoch": 5.52, | |
| "learning_rate": 7.970000000000001e-05, | |
| "loss": 0.5038, | |
| "step": 800 | |
| }, | |
| { | |
| "epoch": 5.52, | |
| "eval_loss": 0.49075645208358765, | |
| "eval_runtime": 54.3008, | |
| "eval_samples_per_second": 30.939, | |
| "eval_steps_per_second": 30.939, | |
| "eval_wer": 0.415133347115981, | |
| "step": 800 | |
| }, | |
| { | |
| "epoch": 5.59, | |
| "learning_rate": 8.070000000000001e-05, | |
| "loss": 0.3196, | |
| "step": 810 | |
| }, | |
| { | |
| "epoch": 5.66, | |
| "learning_rate": 8.17e-05, | |
| "loss": 0.2809, | |
| "step": 820 | |
| }, | |
| { | |
| "epoch": 5.72, | |
| "learning_rate": 8.27e-05, | |
| "loss": 0.3847, | |
| "step": 830 | |
| }, | |
| { | |
| "epoch": 5.79, | |
| "learning_rate": 8.37e-05, | |
| "loss": 0.4481, | |
| "step": 840 | |
| }, | |
| { | |
| "epoch": 5.86, | |
| "learning_rate": 8.47e-05, | |
| "loss": 0.2462, | |
| "step": 850 | |
| }, | |
| { | |
| "epoch": 5.93, | |
| "learning_rate": 8.57e-05, | |
| "loss": 0.3191, | |
| "step": 860 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "learning_rate": 8.67e-05, | |
| "loss": 0.4654, | |
| "step": 870 | |
| }, | |
| { | |
| "epoch": 6.07, | |
| "learning_rate": 8.77e-05, | |
| "loss": 0.2452, | |
| "step": 880 | |
| }, | |
| { | |
| "epoch": 6.14, | |
| "learning_rate": 8.87e-05, | |
| "loss": 0.2269, | |
| "step": 890 | |
| }, | |
| { | |
| "epoch": 6.21, | |
| "learning_rate": 8.970000000000001e-05, | |
| "loss": 0.2899, | |
| "step": 900 | |
| }, | |
| { | |
| "epoch": 6.21, | |
| "eval_loss": 0.5122061371803284, | |
| "eval_runtime": 54.0537, | |
| "eval_samples_per_second": 31.08, | |
| "eval_steps_per_second": 31.08, | |
| "eval_wer": 0.41106746606023015, | |
| "step": 900 | |
| }, | |
| { | |
| "epoch": 6.28, | |
| "learning_rate": 9.070000000000001e-05, | |
| "loss": 0.4566, | |
| "step": 910 | |
| }, | |
| { | |
| "epoch": 6.34, | |
| "learning_rate": 9.17e-05, | |
| "loss": 0.2438, | |
| "step": 920 | |
| }, | |
| { | |
| "epoch": 6.41, | |
| "learning_rate": 9.27e-05, | |
| "loss": 0.2638, | |
| "step": 930 | |
| }, | |
| { | |
| "epoch": 6.48, | |
| "learning_rate": 9.370000000000001e-05, | |
| "loss": 0.3491, | |
| "step": 940 | |
| }, | |
| { | |
| "epoch": 6.55, | |
| "learning_rate": 9.47e-05, | |
| "loss": 0.3234, | |
| "step": 950 | |
| }, | |
| { | |
| "epoch": 6.62, | |
| "learning_rate": 9.57e-05, | |
| "loss": 0.2101, | |
| "step": 960 | |
| }, | |
| { | |
| "epoch": 6.69, | |
| "learning_rate": 9.67e-05, | |
| "loss": 0.2624, | |
| "step": 970 | |
| }, | |
| { | |
| "epoch": 6.76, | |
| "learning_rate": 9.77e-05, | |
| "loss": 0.4167, | |
| "step": 980 | |
| }, | |
| { | |
| "epoch": 6.83, | |
| "learning_rate": 9.87e-05, | |
| "loss": 0.2703, | |
| "step": 990 | |
| }, | |
| { | |
| "epoch": 6.9, | |
| "learning_rate": 9.970000000000001e-05, | |
| "loss": 0.2198, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 6.9, | |
| "eval_loss": 0.4908137619495392, | |
| "eval_runtime": 54.1443, | |
| "eval_samples_per_second": 31.028, | |
| "eval_steps_per_second": 31.028, | |
| "eval_wer": 0.3802632485700503, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 6.97, | |
| "learning_rate": 9.963157894736843e-05, | |
| "loss": 0.3024, | |
| "step": 1010 | |
| }, | |
| { | |
| "epoch": 7.03, | |
| "learning_rate": 9.910526315789475e-05, | |
| "loss": 0.3396, | |
| "step": 1020 | |
| }, | |
| { | |
| "epoch": 7.1, | |
| "learning_rate": 9.857894736842106e-05, | |
| "loss": 0.1892, | |
| "step": 1030 | |
| }, | |
| { | |
| "epoch": 7.17, | |
| "learning_rate": 9.805263157894737e-05, | |
| "loss": 0.2185, | |
| "step": 1040 | |
| }, | |
| { | |
| "epoch": 7.24, | |
| "learning_rate": 9.752631578947369e-05, | |
| "loss": 0.3139, | |
| "step": 1050 | |
| }, | |
| { | |
| "epoch": 7.31, | |
| "learning_rate": 9.7e-05, | |
| "loss": 0.2546, | |
| "step": 1060 | |
| }, | |
| { | |
| "epoch": 7.38, | |
| "learning_rate": 9.647368421052631e-05, | |
| "loss": 0.1932, | |
| "step": 1070 | |
| }, | |
| { | |
| "epoch": 7.45, | |
| "learning_rate": 9.594736842105264e-05, | |
| "loss": 0.238, | |
| "step": 1080 | |
| }, | |
| { | |
| "epoch": 7.52, | |
| "learning_rate": 9.542105263157895e-05, | |
| "loss": 0.3596, | |
| "step": 1090 | |
| }, | |
| { | |
| "epoch": 7.59, | |
| "learning_rate": 9.489473684210527e-05, | |
| "loss": 0.2129, | |
| "step": 1100 | |
| }, | |
| { | |
| "epoch": 7.59, | |
| "eval_loss": 0.4668470621109009, | |
| "eval_runtime": 54.8544, | |
| "eval_samples_per_second": 30.627, | |
| "eval_steps_per_second": 30.627, | |
| "eval_wer": 0.37888498380538904, | |
| "step": 1100 | |
| }, | |
| { | |
| "epoch": 7.66, | |
| "learning_rate": 9.436842105263158e-05, | |
| "loss": 0.2068, | |
| "step": 1110 | |
| }, | |
| { | |
| "epoch": 7.72, | |
| "learning_rate": 9.384210526315789e-05, | |
| "loss": 0.2542, | |
| "step": 1120 | |
| }, | |
| { | |
| "epoch": 7.79, | |
| "learning_rate": 9.331578947368422e-05, | |
| "loss": 0.2859, | |
| "step": 1130 | |
| }, | |
| { | |
| "epoch": 7.86, | |
| "learning_rate": 9.278947368421053e-05, | |
| "loss": 0.1856, | |
| "step": 1140 | |
| }, | |
| { | |
| "epoch": 7.93, | |
| "learning_rate": 9.226315789473686e-05, | |
| "loss": 0.2141, | |
| "step": 1150 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "learning_rate": 9.173684210526317e-05, | |
| "loss": 0.3368, | |
| "step": 1160 | |
| }, | |
| { | |
| "epoch": 8.07, | |
| "learning_rate": 9.121052631578948e-05, | |
| "loss": 0.1858, | |
| "step": 1170 | |
| }, | |
| { | |
| "epoch": 8.14, | |
| "learning_rate": 9.06842105263158e-05, | |
| "loss": 0.168, | |
| "step": 1180 | |
| }, | |
| { | |
| "epoch": 8.21, | |
| "learning_rate": 9.015789473684211e-05, | |
| "loss": 0.1934, | |
| "step": 1190 | |
| }, | |
| { | |
| "epoch": 8.28, | |
| "learning_rate": 8.963157894736842e-05, | |
| "loss": 0.3007, | |
| "step": 1200 | |
| }, | |
| { | |
| "epoch": 8.28, | |
| "eval_loss": 0.4788149893283844, | |
| "eval_runtime": 54.1945, | |
| "eval_samples_per_second": 30.999, | |
| "eval_steps_per_second": 30.999, | |
| "eval_wer": 0.35621252842671075, | |
| "step": 1200 | |
| }, | |
| { | |
| "epoch": 8.34, | |
| "learning_rate": 8.910526315789474e-05, | |
| "loss": 0.1603, | |
| "step": 1210 | |
| }, | |
| { | |
| "epoch": 8.41, | |
| "learning_rate": 8.857894736842106e-05, | |
| "loss": 0.1688, | |
| "step": 1220 | |
| }, | |
| { | |
| "epoch": 8.48, | |
| "learning_rate": 8.805263157894737e-05, | |
| "loss": 0.2502, | |
| "step": 1230 | |
| }, | |
| { | |
| "epoch": 8.55, | |
| "learning_rate": 8.752631578947369e-05, | |
| "loss": 0.264, | |
| "step": 1240 | |
| }, | |
| { | |
| "epoch": 8.62, | |
| "learning_rate": 8.7e-05, | |
| "loss": 0.1541, | |
| "step": 1250 | |
| }, | |
| { | |
| "epoch": 8.69, | |
| "learning_rate": 8.647368421052631e-05, | |
| "loss": 0.2043, | |
| "step": 1260 | |
| }, | |
| { | |
| "epoch": 8.76, | |
| "learning_rate": 8.594736842105263e-05, | |
| "loss": 0.3179, | |
| "step": 1270 | |
| }, | |
| { | |
| "epoch": 8.83, | |
| "learning_rate": 8.542105263157894e-05, | |
| "loss": 0.1745, | |
| "step": 1280 | |
| }, | |
| { | |
| "epoch": 8.9, | |
| "learning_rate": 8.489473684210527e-05, | |
| "loss": 0.1525, | |
| "step": 1290 | |
| }, | |
| { | |
| "epoch": 8.97, | |
| "learning_rate": 8.436842105263158e-05, | |
| "loss": 0.2264, | |
| "step": 1300 | |
| }, | |
| { | |
| "epoch": 8.97, | |
| "eval_loss": 0.5112716555595398, | |
| "eval_runtime": 54.21, | |
| "eval_samples_per_second": 30.991, | |
| "eval_steps_per_second": 30.991, | |
| "eval_wer": 0.36351733167941563, | |
| "step": 1300 | |
| }, | |
| { | |
| "epoch": 9.03, | |
| "learning_rate": 8.38421052631579e-05, | |
| "loss": 0.2444, | |
| "step": 1310 | |
| }, | |
| { | |
| "epoch": 9.1, | |
| "learning_rate": 8.331578947368422e-05, | |
| "loss": 0.1439, | |
| "step": 1320 | |
| }, | |
| { | |
| "epoch": 9.17, | |
| "learning_rate": 8.278947368421053e-05, | |
| "loss": 0.1469, | |
| "step": 1330 | |
| }, | |
| { | |
| "epoch": 9.24, | |
| "learning_rate": 8.226315789473684e-05, | |
| "loss": 0.2434, | |
| "step": 1340 | |
| }, | |
| { | |
| "epoch": 9.31, | |
| "learning_rate": 8.173684210526317e-05, | |
| "loss": 0.2036, | |
| "step": 1350 | |
| }, | |
| { | |
| "epoch": 9.38, | |
| "learning_rate": 8.121052631578948e-05, | |
| "loss": 0.1351, | |
| "step": 1360 | |
| }, | |
| { | |
| "epoch": 9.45, | |
| "learning_rate": 8.06842105263158e-05, | |
| "loss": 0.1851, | |
| "step": 1370 | |
| }, | |
| { | |
| "epoch": 9.52, | |
| "learning_rate": 8.015789473684211e-05, | |
| "loss": 0.2179, | |
| "step": 1380 | |
| }, | |
| { | |
| "epoch": 9.59, | |
| "learning_rate": 7.963157894736842e-05, | |
| "loss": 0.1332, | |
| "step": 1390 | |
| }, | |
| { | |
| "epoch": 9.66, | |
| "learning_rate": 7.910526315789474e-05, | |
| "loss": 0.1536, | |
| "step": 1400 | |
| }, | |
| { | |
| "epoch": 9.66, | |
| "eval_loss": 0.49498996138572693, | |
| "eval_runtime": 54.0568, | |
| "eval_samples_per_second": 31.078, | |
| "eval_steps_per_second": 31.078, | |
| "eval_wer": 0.3440837984976914, | |
| "step": 1400 | |
| }, | |
| { | |
| "epoch": 9.72, | |
| "learning_rate": 7.857894736842105e-05, | |
| "loss": 0.2393, | |
| "step": 1410 | |
| }, | |
| { | |
| "epoch": 9.79, | |
| "learning_rate": 7.805263157894738e-05, | |
| "loss": 0.21, | |
| "step": 1420 | |
| }, | |
| { | |
| "epoch": 9.86, | |
| "learning_rate": 7.752631578947369e-05, | |
| "loss": 0.1434, | |
| "step": 1430 | |
| }, | |
| { | |
| "epoch": 9.93, | |
| "learning_rate": 7.7e-05, | |
| "loss": 0.1483, | |
| "step": 1440 | |
| }, | |
| { | |
| "epoch": 10.0, | |
| "learning_rate": 7.647368421052631e-05, | |
| "loss": 0.2758, | |
| "step": 1450 | |
| }, | |
| { | |
| "epoch": 10.07, | |
| "learning_rate": 7.594736842105263e-05, | |
| "loss": 0.1253, | |
| "step": 1460 | |
| }, | |
| { | |
| "epoch": 10.14, | |
| "learning_rate": 7.542105263157895e-05, | |
| "loss": 0.1208, | |
| "step": 1470 | |
| }, | |
| { | |
| "epoch": 10.21, | |
| "learning_rate": 7.489473684210527e-05, | |
| "loss": 0.1522, | |
| "step": 1480 | |
| }, | |
| { | |
| "epoch": 10.28, | |
| "learning_rate": 7.43684210526316e-05, | |
| "loss": 0.2341, | |
| "step": 1490 | |
| }, | |
| { | |
| "epoch": 10.34, | |
| "learning_rate": 7.38421052631579e-05, | |
| "loss": 0.1206, | |
| "step": 1500 | |
| }, | |
| { | |
| "epoch": 10.34, | |
| "eval_loss": 0.5062456130981445, | |
| "eval_runtime": 54.4491, | |
| "eval_samples_per_second": 30.855, | |
| "eval_steps_per_second": 30.855, | |
| "eval_wer": 0.34208531458893254, | |
| "step": 1500 | |
| }, | |
| { | |
| "epoch": 10.41, | |
| "learning_rate": 7.331578947368422e-05, | |
| "loss": 0.1347, | |
| "step": 1510 | |
| }, | |
| { | |
| "epoch": 10.48, | |
| "learning_rate": 7.278947368421053e-05, | |
| "loss": 0.1866, | |
| "step": 1520 | |
| }, | |
| { | |
| "epoch": 10.55, | |
| "learning_rate": 7.226315789473685e-05, | |
| "loss": 0.1933, | |
| "step": 1530 | |
| }, | |
| { | |
| "epoch": 10.62, | |
| "learning_rate": 7.173684210526316e-05, | |
| "loss": 0.1207, | |
| "step": 1540 | |
| }, | |
| { | |
| "epoch": 10.69, | |
| "learning_rate": 7.121052631578947e-05, | |
| "loss": 0.1598, | |
| "step": 1550 | |
| }, | |
| { | |
| "epoch": 10.76, | |
| "learning_rate": 7.06842105263158e-05, | |
| "loss": 0.2104, | |
| "step": 1560 | |
| }, | |
| { | |
| "epoch": 10.83, | |
| "learning_rate": 7.015789473684211e-05, | |
| "loss": 0.1259, | |
| "step": 1570 | |
| }, | |
| { | |
| "epoch": 10.9, | |
| "learning_rate": 6.963157894736842e-05, | |
| "loss": 0.1293, | |
| "step": 1580 | |
| }, | |
| { | |
| "epoch": 10.97, | |
| "learning_rate": 6.910526315789474e-05, | |
| "loss": 0.1797, | |
| "step": 1590 | |
| }, | |
| { | |
| "epoch": 11.03, | |
| "learning_rate": 6.857894736842105e-05, | |
| "loss": 0.2021, | |
| "step": 1600 | |
| }, | |
| { | |
| "epoch": 11.03, | |
| "eval_loss": 0.48995423316955566, | |
| "eval_runtime": 54.3979, | |
| "eval_samples_per_second": 30.884, | |
| "eval_steps_per_second": 30.884, | |
| "eval_wer": 0.32830266694231963, | |
| "step": 1600 | |
| }, | |
| { | |
| "epoch": 11.1, | |
| "learning_rate": 6.805263157894736e-05, | |
| "loss": 0.0889, | |
| "step": 1610 | |
| }, | |
| { | |
| "epoch": 11.17, | |
| "learning_rate": 6.752631578947368e-05, | |
| "loss": 0.1165, | |
| "step": 1620 | |
| }, | |
| { | |
| "epoch": 11.24, | |
| "learning_rate": 6.7e-05, | |
| "loss": 0.1852, | |
| "step": 1630 | |
| }, | |
| { | |
| "epoch": 11.31, | |
| "learning_rate": 6.647368421052632e-05, | |
| "loss": 0.1533, | |
| "step": 1640 | |
| }, | |
| { | |
| "epoch": 11.38, | |
| "learning_rate": 6.594736842105264e-05, | |
| "loss": 0.1174, | |
| "step": 1650 | |
| }, | |
| { | |
| "epoch": 11.45, | |
| "learning_rate": 6.542105263157895e-05, | |
| "loss": 0.1412, | |
| "step": 1660 | |
| }, | |
| { | |
| "epoch": 11.52, | |
| "learning_rate": 6.489473684210527e-05, | |
| "loss": 0.238, | |
| "step": 1670 | |
| }, | |
| { | |
| "epoch": 11.59, | |
| "learning_rate": 6.436842105263158e-05, | |
| "loss": 0.1124, | |
| "step": 1680 | |
| }, | |
| { | |
| "epoch": 11.66, | |
| "learning_rate": 6.384210526315791e-05, | |
| "loss": 0.1206, | |
| "step": 1690 | |
| }, | |
| { | |
| "epoch": 11.72, | |
| "learning_rate": 6.331578947368422e-05, | |
| "loss": 0.1458, | |
| "step": 1700 | |
| }, | |
| { | |
| "epoch": 11.72, | |
| "eval_loss": 0.5019029974937439, | |
| "eval_runtime": 54.2675, | |
| "eval_samples_per_second": 30.958, | |
| "eval_steps_per_second": 30.958, | |
| "eval_wer": 0.3307146302804769, | |
| "step": 1700 | |
| }, | |
| { | |
| "epoch": 11.79, | |
| "learning_rate": 6.278947368421053e-05, | |
| "loss": 0.1878, | |
| "step": 1710 | |
| }, | |
| { | |
| "epoch": 11.86, | |
| "learning_rate": 6.226315789473685e-05, | |
| "loss": 0.1076, | |
| "step": 1720 | |
| }, | |
| { | |
| "epoch": 11.93, | |
| "learning_rate": 6.173684210526316e-05, | |
| "loss": 0.1281, | |
| "step": 1730 | |
| }, | |
| { | |
| "epoch": 12.0, | |
| "learning_rate": 6.121052631578947e-05, | |
| "loss": 0.2262, | |
| "step": 1740 | |
| }, | |
| { | |
| "epoch": 12.07, | |
| "learning_rate": 6.0684210526315785e-05, | |
| "loss": 0.1107, | |
| "step": 1750 | |
| }, | |
| { | |
| "epoch": 12.14, | |
| "learning_rate": 6.015789473684211e-05, | |
| "loss": 0.1029, | |
| "step": 1760 | |
| }, | |
| { | |
| "epoch": 12.21, | |
| "learning_rate": 5.9631578947368425e-05, | |
| "loss": 0.1331, | |
| "step": 1770 | |
| }, | |
| { | |
| "epoch": 12.28, | |
| "learning_rate": 5.9105263157894744e-05, | |
| "loss": 0.173, | |
| "step": 1780 | |
| }, | |
| { | |
| "epoch": 12.34, | |
| "learning_rate": 5.857894736842106e-05, | |
| "loss": 0.0987, | |
| "step": 1790 | |
| }, | |
| { | |
| "epoch": 12.41, | |
| "learning_rate": 5.805263157894737e-05, | |
| "loss": 0.1151, | |
| "step": 1800 | |
| }, | |
| { | |
| "epoch": 12.41, | |
| "eval_loss": 0.49889835715293884, | |
| "eval_runtime": 54.6479, | |
| "eval_samples_per_second": 30.742, | |
| "eval_steps_per_second": 30.742, | |
| "eval_wer": 0.3269933154158914, | |
| "step": 1800 | |
| }, | |
| { | |
| "epoch": 12.48, | |
| "learning_rate": 5.752631578947368e-05, | |
| "loss": 0.1754, | |
| "step": 1810 | |
| }, | |
| { | |
| "epoch": 12.55, | |
| "learning_rate": 5.6999999999999996e-05, | |
| "loss": 0.1323, | |
| "step": 1820 | |
| }, | |
| { | |
| "epoch": 12.62, | |
| "learning_rate": 5.647368421052632e-05, | |
| "loss": 0.0976, | |
| "step": 1830 | |
| }, | |
| { | |
| "epoch": 12.69, | |
| "learning_rate": 5.5947368421052636e-05, | |
| "loss": 0.1278, | |
| "step": 1840 | |
| }, | |
| { | |
| "epoch": 12.76, | |
| "learning_rate": 5.542105263157895e-05, | |
| "loss": 0.1764, | |
| "step": 1850 | |
| }, | |
| { | |
| "epoch": 12.83, | |
| "learning_rate": 5.489473684210527e-05, | |
| "loss": 0.0999, | |
| "step": 1860 | |
| }, | |
| { | |
| "epoch": 12.9, | |
| "learning_rate": 5.436842105263158e-05, | |
| "loss": 0.0932, | |
| "step": 1870 | |
| }, | |
| { | |
| "epoch": 12.97, | |
| "learning_rate": 5.3842105263157895e-05, | |
| "loss": 0.1429, | |
| "step": 1880 | |
| }, | |
| { | |
| "epoch": 13.03, | |
| "learning_rate": 5.331578947368421e-05, | |
| "loss": 0.1598, | |
| "step": 1890 | |
| }, | |
| { | |
| "epoch": 13.1, | |
| "learning_rate": 5.2789473684210534e-05, | |
| "loss": 0.0985, | |
| "step": 1900 | |
| }, | |
| { | |
| "epoch": 13.1, | |
| "eval_loss": 0.4924699366092682, | |
| "eval_runtime": 54.4191, | |
| "eval_samples_per_second": 30.872, | |
| "eval_steps_per_second": 30.872, | |
| "eval_wer": 0.31734546206326236, | |
| "step": 1900 | |
| }, | |
| { | |
| "epoch": 13.17, | |
| "learning_rate": 5.226315789473685e-05, | |
| "loss": 0.1226, | |
| "step": 1910 | |
| }, | |
| { | |
| "epoch": 13.24, | |
| "learning_rate": 5.173684210526316e-05, | |
| "loss": 0.1576, | |
| "step": 1920 | |
| }, | |
| { | |
| "epoch": 13.31, | |
| "learning_rate": 5.121052631578947e-05, | |
| "loss": 0.1305, | |
| "step": 1930 | |
| }, | |
| { | |
| "epoch": 13.38, | |
| "learning_rate": 5.068421052631579e-05, | |
| "loss": 0.0873, | |
| "step": 1940 | |
| }, | |
| { | |
| "epoch": 13.45, | |
| "learning_rate": 5.0157894736842106e-05, | |
| "loss": 0.1148, | |
| "step": 1950 | |
| }, | |
| { | |
| "epoch": 13.52, | |
| "learning_rate": 4.9631578947368426e-05, | |
| "loss": 0.1737, | |
| "step": 1960 | |
| }, | |
| { | |
| "epoch": 13.59, | |
| "learning_rate": 4.910526315789474e-05, | |
| "loss": 0.0993, | |
| "step": 1970 | |
| }, | |
| { | |
| "epoch": 13.66, | |
| "learning_rate": 4.857894736842106e-05, | |
| "loss": 0.1166, | |
| "step": 1980 | |
| }, | |
| { | |
| "epoch": 13.72, | |
| "learning_rate": 4.805263157894737e-05, | |
| "loss": 0.1484, | |
| "step": 1990 | |
| }, | |
| { | |
| "epoch": 13.79, | |
| "learning_rate": 4.7526315789473684e-05, | |
| "loss": 0.1412, | |
| "step": 2000 | |
| }, | |
| { | |
| "epoch": 13.79, | |
| "eval_loss": 0.4868471920490265, | |
| "eval_runtime": 54.2379, | |
| "eval_samples_per_second": 30.975, | |
| "eval_steps_per_second": 30.975, | |
| "eval_wer": 0.3124526221487148, | |
| "step": 2000 | |
| }, | |
| { | |
| "epoch": 13.86, | |
| "learning_rate": 4.7e-05, | |
| "loss": 0.0891, | |
| "step": 2010 | |
| }, | |
| { | |
| "epoch": 13.93, | |
| "learning_rate": 4.647368421052632e-05, | |
| "loss": 0.096, | |
| "step": 2020 | |
| }, | |
| { | |
| "epoch": 14.0, | |
| "learning_rate": 4.594736842105264e-05, | |
| "loss": 0.1873, | |
| "step": 2030 | |
| }, | |
| { | |
| "epoch": 14.07, | |
| "learning_rate": 4.542105263157895e-05, | |
| "loss": 0.1013, | |
| "step": 2040 | |
| }, | |
| { | |
| "epoch": 14.14, | |
| "learning_rate": 4.489473684210527e-05, | |
| "loss": 0.1011, | |
| "step": 2050 | |
| }, | |
| { | |
| "epoch": 14.21, | |
| "learning_rate": 4.436842105263158e-05, | |
| "loss": 0.1159, | |
| "step": 2060 | |
| }, | |
| { | |
| "epoch": 14.28, | |
| "learning_rate": 4.3842105263157895e-05, | |
| "loss": 0.1376, | |
| "step": 2070 | |
| }, | |
| { | |
| "epoch": 14.34, | |
| "learning_rate": 4.3315789473684215e-05, | |
| "loss": 0.0781, | |
| "step": 2080 | |
| }, | |
| { | |
| "epoch": 14.41, | |
| "learning_rate": 4.278947368421053e-05, | |
| "loss": 0.1111, | |
| "step": 2090 | |
| }, | |
| { | |
| "epoch": 14.48, | |
| "learning_rate": 4.226315789473684e-05, | |
| "loss": 0.1579, | |
| "step": 2100 | |
| }, | |
| { | |
| "epoch": 14.48, | |
| "eval_loss": 0.49825519323349, | |
| "eval_runtime": 54.3764, | |
| "eval_samples_per_second": 30.896, | |
| "eval_steps_per_second": 30.896, | |
| "eval_wer": 0.3147267590104059, | |
| "step": 2100 | |
| }, | |
| { | |
| "epoch": 14.55, | |
| "learning_rate": 4.1736842105263154e-05, | |
| "loss": 0.1385, | |
| "step": 2110 | |
| }, | |
| { | |
| "epoch": 14.62, | |
| "learning_rate": 4.1210526315789474e-05, | |
| "loss": 0.0803, | |
| "step": 2120 | |
| }, | |
| { | |
| "epoch": 14.69, | |
| "learning_rate": 4.0684210526315794e-05, | |
| "loss": 0.1259, | |
| "step": 2130 | |
| }, | |
| { | |
| "epoch": 14.76, | |
| "learning_rate": 4.015789473684211e-05, | |
| "loss": 0.1478, | |
| "step": 2140 | |
| }, | |
| { | |
| "epoch": 14.83, | |
| "learning_rate": 3.9631578947368426e-05, | |
| "loss": 0.0832, | |
| "step": 2150 | |
| }, | |
| { | |
| "epoch": 14.9, | |
| "learning_rate": 3.910526315789474e-05, | |
| "loss": 0.0781, | |
| "step": 2160 | |
| }, | |
| { | |
| "epoch": 14.97, | |
| "learning_rate": 3.857894736842105e-05, | |
| "loss": 0.1148, | |
| "step": 2170 | |
| }, | |
| { | |
| "epoch": 15.03, | |
| "learning_rate": 3.8052631578947365e-05, | |
| "loss": 0.1716, | |
| "step": 2180 | |
| }, | |
| { | |
| "epoch": 15.1, | |
| "learning_rate": 3.7526315789473685e-05, | |
| "loss": 0.0828, | |
| "step": 2190 | |
| }, | |
| { | |
| "epoch": 15.17, | |
| "learning_rate": 3.7e-05, | |
| "loss": 0.1043, | |
| "step": 2200 | |
| }, | |
| { | |
| "epoch": 15.17, | |
| "eval_loss": 0.4913721978664398, | |
| "eval_runtime": 54.4035, | |
| "eval_samples_per_second": 30.88, | |
| "eval_steps_per_second": 30.88, | |
| "eval_wer": 0.3091447867135277, | |
| "step": 2200 | |
| }, | |
| { | |
| "epoch": 15.24, | |
| "learning_rate": 3.647368421052632e-05, | |
| "loss": 0.1304, | |
| "step": 2210 | |
| }, | |
| { | |
| "epoch": 15.31, | |
| "learning_rate": 3.594736842105264e-05, | |
| "loss": 0.109, | |
| "step": 2220 | |
| }, | |
| { | |
| "epoch": 15.38, | |
| "learning_rate": 3.542105263157895e-05, | |
| "loss": 0.0837, | |
| "step": 2230 | |
| }, | |
| { | |
| "epoch": 15.45, | |
| "learning_rate": 3.4894736842105264e-05, | |
| "loss": 0.1096, | |
| "step": 2240 | |
| }, | |
| { | |
| "epoch": 15.52, | |
| "learning_rate": 3.436842105263158e-05, | |
| "loss": 0.1639, | |
| "step": 2250 | |
| }, | |
| { | |
| "epoch": 15.59, | |
| "learning_rate": 3.3842105263157896e-05, | |
| "loss": 0.0872, | |
| "step": 2260 | |
| }, | |
| { | |
| "epoch": 15.66, | |
| "learning_rate": 3.331578947368421e-05, | |
| "loss": 0.0837, | |
| "step": 2270 | |
| }, | |
| { | |
| "epoch": 15.72, | |
| "learning_rate": 3.278947368421052e-05, | |
| "loss": 0.1221, | |
| "step": 2280 | |
| }, | |
| { | |
| "epoch": 15.79, | |
| "learning_rate": 3.226315789473684e-05, | |
| "loss": 0.1432, | |
| "step": 2290 | |
| }, | |
| { | |
| "epoch": 15.86, | |
| "learning_rate": 3.173684210526316e-05, | |
| "loss": 0.0773, | |
| "step": 2300 | |
| }, | |
| { | |
| "epoch": 15.86, | |
| "eval_loss": 0.48580366373062134, | |
| "eval_runtime": 54.3133, | |
| "eval_samples_per_second": 30.932, | |
| "eval_steps_per_second": 30.932, | |
| "eval_wer": 0.3102473985252567, | |
| "step": 2300 | |
| }, | |
| { | |
| "epoch": 15.93, | |
| "learning_rate": 3.1210526315789475e-05, | |
| "loss": 0.0854, | |
| "step": 2310 | |
| }, | |
| { | |
| "epoch": 16.0, | |
| "learning_rate": 3.0684210526315795e-05, | |
| "loss": 0.1744, | |
| "step": 2320 | |
| }, | |
| { | |
| "epoch": 16.07, | |
| "learning_rate": 3.0157894736842108e-05, | |
| "loss": 0.0966, | |
| "step": 2330 | |
| }, | |
| { | |
| "epoch": 16.14, | |
| "learning_rate": 2.963157894736842e-05, | |
| "loss": 0.0964, | |
| "step": 2340 | |
| }, | |
| { | |
| "epoch": 16.21, | |
| "learning_rate": 2.910526315789474e-05, | |
| "loss": 0.1164, | |
| "step": 2350 | |
| }, | |
| { | |
| "epoch": 16.28, | |
| "learning_rate": 2.8578947368421057e-05, | |
| "loss": 0.1278, | |
| "step": 2360 | |
| }, | |
| { | |
| "epoch": 16.34, | |
| "learning_rate": 2.805263157894737e-05, | |
| "loss": 0.0853, | |
| "step": 2370 | |
| }, | |
| { | |
| "epoch": 16.41, | |
| "learning_rate": 2.7526315789473683e-05, | |
| "loss": 0.1002, | |
| "step": 2380 | |
| }, | |
| { | |
| "epoch": 16.48, | |
| "learning_rate": 2.7000000000000002e-05, | |
| "loss": 0.0967, | |
| "step": 2390 | |
| }, | |
| { | |
| "epoch": 16.55, | |
| "learning_rate": 2.647368421052632e-05, | |
| "loss": 0.1327, | |
| "step": 2400 | |
| }, | |
| { | |
| "epoch": 16.55, | |
| "eval_loss": 0.508406400680542, | |
| "eval_runtime": 54.6615, | |
| "eval_samples_per_second": 30.735, | |
| "eval_steps_per_second": 30.735, | |
| "eval_wer": 0.3063882571842051, | |
| "step": 2400 | |
| }, | |
| { | |
| "epoch": 16.62, | |
| "learning_rate": 2.5947368421052632e-05, | |
| "loss": 0.0717, | |
| "step": 2410 | |
| }, | |
| { | |
| "epoch": 16.69, | |
| "learning_rate": 2.542105263157895e-05, | |
| "loss": 0.1023, | |
| "step": 2420 | |
| }, | |
| { | |
| "epoch": 16.76, | |
| "learning_rate": 2.4894736842105264e-05, | |
| "loss": 0.1276, | |
| "step": 2430 | |
| }, | |
| { | |
| "epoch": 16.83, | |
| "learning_rate": 2.436842105263158e-05, | |
| "loss": 0.0921, | |
| "step": 2440 | |
| }, | |
| { | |
| "epoch": 16.9, | |
| "learning_rate": 2.3842105263157897e-05, | |
| "loss": 0.0772, | |
| "step": 2450 | |
| }, | |
| { | |
| "epoch": 16.97, | |
| "learning_rate": 2.331578947368421e-05, | |
| "loss": 0.1152, | |
| "step": 2460 | |
| }, | |
| { | |
| "epoch": 17.03, | |
| "learning_rate": 2.2789473684210527e-05, | |
| "loss": 0.1465, | |
| "step": 2470 | |
| }, | |
| { | |
| "epoch": 17.1, | |
| "learning_rate": 2.2263157894736843e-05, | |
| "loss": 0.0677, | |
| "step": 2480 | |
| }, | |
| { | |
| "epoch": 17.17, | |
| "learning_rate": 2.173684210526316e-05, | |
| "loss": 0.0877, | |
| "step": 2490 | |
| }, | |
| { | |
| "epoch": 17.24, | |
| "learning_rate": 2.1210526315789476e-05, | |
| "loss": 0.1281, | |
| "step": 2500 | |
| }, | |
| { | |
| "epoch": 17.24, | |
| "eval_loss": 0.5016999840736389, | |
| "eval_runtime": 54.5027, | |
| "eval_samples_per_second": 30.824, | |
| "eval_steps_per_second": 30.824, | |
| "eval_wer": 0.3024602026049204, | |
| "step": 2500 | |
| }, | |
| { | |
| "epoch": 17.31, | |
| "learning_rate": 2.068421052631579e-05, | |
| "loss": 0.0974, | |
| "step": 2510 | |
| }, | |
| { | |
| "epoch": 17.38, | |
| "learning_rate": 2.0157894736842105e-05, | |
| "loss": 0.0766, | |
| "step": 2520 | |
| }, | |
| { | |
| "epoch": 17.45, | |
| "learning_rate": 1.963157894736842e-05, | |
| "loss": 0.0891, | |
| "step": 2530 | |
| }, | |
| { | |
| "epoch": 17.52, | |
| "learning_rate": 1.9105263157894738e-05, | |
| "loss": 0.1066, | |
| "step": 2540 | |
| }, | |
| { | |
| "epoch": 17.59, | |
| "learning_rate": 1.8578947368421054e-05, | |
| "loss": 0.0732, | |
| "step": 2550 | |
| }, | |
| { | |
| "epoch": 17.66, | |
| "learning_rate": 1.8052631578947367e-05, | |
| "loss": 0.0947, | |
| "step": 2560 | |
| }, | |
| { | |
| "epoch": 17.72, | |
| "learning_rate": 1.7526315789473683e-05, | |
| "loss": 0.1138, | |
| "step": 2570 | |
| }, | |
| { | |
| "epoch": 17.79, | |
| "learning_rate": 1.7000000000000003e-05, | |
| "loss": 0.1179, | |
| "step": 2580 | |
| }, | |
| { | |
| "epoch": 17.86, | |
| "learning_rate": 1.6473684210526316e-05, | |
| "loss": 0.0652, | |
| "step": 2590 | |
| }, | |
| { | |
| "epoch": 17.93, | |
| "learning_rate": 1.5947368421052633e-05, | |
| "loss": 0.0845, | |
| "step": 2600 | |
| }, | |
| { | |
| "epoch": 17.93, | |
| "eval_loss": 0.5000839829444885, | |
| "eval_runtime": 54.1449, | |
| "eval_samples_per_second": 31.028, | |
| "eval_steps_per_second": 31.028, | |
| "eval_wer": 0.30121976431672526, | |
| "step": 2600 | |
| }, | |
| { | |
| "epoch": 18.0, | |
| "learning_rate": 1.5421052631578946e-05, | |
| "loss": 0.138, | |
| "step": 2610 | |
| }, | |
| { | |
| "epoch": 18.07, | |
| "learning_rate": 1.4894736842105264e-05, | |
| "loss": 0.082, | |
| "step": 2620 | |
| }, | |
| { | |
| "epoch": 18.14, | |
| "learning_rate": 1.4368421052631582e-05, | |
| "loss": 0.0715, | |
| "step": 2630 | |
| }, | |
| { | |
| "epoch": 18.21, | |
| "learning_rate": 1.3842105263157895e-05, | |
| "loss": 0.1127, | |
| "step": 2640 | |
| }, | |
| { | |
| "epoch": 18.28, | |
| "learning_rate": 1.3315789473684213e-05, | |
| "loss": 0.1289, | |
| "step": 2650 | |
| }, | |
| { | |
| "epoch": 18.34, | |
| "learning_rate": 1.2789473684210526e-05, | |
| "loss": 0.0795, | |
| "step": 2660 | |
| }, | |
| { | |
| "epoch": 18.41, | |
| "learning_rate": 1.2263157894736844e-05, | |
| "loss": 0.0771, | |
| "step": 2670 | |
| }, | |
| { | |
| "epoch": 18.48, | |
| "learning_rate": 1.1736842105263158e-05, | |
| "loss": 0.135, | |
| "step": 2680 | |
| }, | |
| { | |
| "epoch": 18.55, | |
| "learning_rate": 1.1210526315789475e-05, | |
| "loss": 0.0968, | |
| "step": 2690 | |
| }, | |
| { | |
| "epoch": 18.62, | |
| "learning_rate": 1.068421052631579e-05, | |
| "loss": 0.0717, | |
| "step": 2700 | |
| }, | |
| { | |
| "epoch": 18.62, | |
| "eval_loss": 0.4893862009048462, | |
| "eval_runtime": 54.1846, | |
| "eval_samples_per_second": 31.005, | |
| "eval_steps_per_second": 31.005, | |
| "eval_wer": 0.30039280545792846, | |
| "step": 2700 | |
| }, | |
| { | |
| "epoch": 18.69, | |
| "learning_rate": 1.0157894736842106e-05, | |
| "loss": 0.0902, | |
| "step": 2710 | |
| }, | |
| { | |
| "epoch": 18.76, | |
| "learning_rate": 9.631578947368422e-06, | |
| "loss": 0.1204, | |
| "step": 2720 | |
| }, | |
| { | |
| "epoch": 18.83, | |
| "learning_rate": 9.105263157894737e-06, | |
| "loss": 0.0536, | |
| "step": 2730 | |
| }, | |
| { | |
| "epoch": 18.9, | |
| "learning_rate": 8.578947368421053e-06, | |
| "loss": 0.0785, | |
| "step": 2740 | |
| }, | |
| { | |
| "epoch": 18.97, | |
| "learning_rate": 8.052631578947368e-06, | |
| "loss": 0.0987, | |
| "step": 2750 | |
| }, | |
| { | |
| "epoch": 19.03, | |
| "learning_rate": 7.526315789473684e-06, | |
| "loss": 0.117, | |
| "step": 2760 | |
| }, | |
| { | |
| "epoch": 19.1, | |
| "learning_rate": 7.000000000000001e-06, | |
| "loss": 0.0767, | |
| "step": 2770 | |
| }, | |
| { | |
| "epoch": 19.17, | |
| "learning_rate": 6.473684210526316e-06, | |
| "loss": 0.0718, | |
| "step": 2780 | |
| }, | |
| { | |
| "epoch": 19.24, | |
| "learning_rate": 5.947368421052632e-06, | |
| "loss": 0.1384, | |
| "step": 2790 | |
| }, | |
| { | |
| "epoch": 19.31, | |
| "learning_rate": 5.421052631578947e-06, | |
| "loss": 0.0835, | |
| "step": 2800 | |
| }, | |
| { | |
| "epoch": 19.31, | |
| "eval_loss": 0.4963100254535675, | |
| "eval_runtime": 54.5341, | |
| "eval_samples_per_second": 30.806, | |
| "eval_steps_per_second": 30.806, | |
| "eval_wer": 0.29984149955206396, | |
| "step": 2800 | |
| }, | |
| { | |
| "epoch": 19.38, | |
| "learning_rate": 4.894736842105263e-06, | |
| "loss": 0.0742, | |
| "step": 2810 | |
| }, | |
| { | |
| "epoch": 19.45, | |
| "learning_rate": 4.368421052631579e-06, | |
| "loss": 0.1011, | |
| "step": 2820 | |
| }, | |
| { | |
| "epoch": 19.52, | |
| "learning_rate": 3.842105263157895e-06, | |
| "loss": 0.1401, | |
| "step": 2830 | |
| }, | |
| { | |
| "epoch": 19.59, | |
| "learning_rate": 3.315789473684211e-06, | |
| "loss": 0.0767, | |
| "step": 2840 | |
| }, | |
| { | |
| "epoch": 19.66, | |
| "learning_rate": 2.7894736842105266e-06, | |
| "loss": 0.078, | |
| "step": 2850 | |
| }, | |
| { | |
| "epoch": 19.72, | |
| "learning_rate": 2.2631578947368426e-06, | |
| "loss": 0.0925, | |
| "step": 2860 | |
| }, | |
| { | |
| "epoch": 19.79, | |
| "learning_rate": 1.7368421052631579e-06, | |
| "loss": 0.1296, | |
| "step": 2870 | |
| }, | |
| { | |
| "epoch": 19.86, | |
| "learning_rate": 1.2105263157894738e-06, | |
| "loss": 0.07, | |
| "step": 2880 | |
| }, | |
| { | |
| "epoch": 19.93, | |
| "learning_rate": 6.842105263157896e-07, | |
| "loss": 0.0859, | |
| "step": 2890 | |
| }, | |
| { | |
| "epoch": 20.0, | |
| "learning_rate": 1.5789473684210527e-07, | |
| "loss": 0.1181, | |
| "step": 2900 | |
| }, | |
| { | |
| "epoch": 20.0, | |
| "eval_loss": 0.49261119961738586, | |
| "eval_runtime": 53.4045, | |
| "eval_samples_per_second": 31.458, | |
| "eval_steps_per_second": 31.458, | |
| "eval_wer": 0.29880780097856796, | |
| "step": 2900 | |
| }, | |
| { | |
| "epoch": 20.0, | |
| "step": 2900, | |
| "total_flos": 2.523397902383489e+18, | |
| "train_loss": 0.6981826857246202, | |
| "train_runtime": 3982.7046, | |
| "train_samples_per_second": 23.2, | |
| "train_steps_per_second": 0.728 | |
| } | |
| ], | |
| "max_steps": 2900, | |
| "num_train_epochs": 20, | |
| "total_flos": 2.523397902383489e+18, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |