| { | |
| "best_metric": 26.518461874590344, | |
| "best_model_checkpoint": "whisper-small-mn-8/checkpoint-15000", | |
| "epoch": 5.197505197505198, | |
| "global_step": 15000, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.01, | |
| "learning_rate": 4.2000000000000006e-07, | |
| "loss": 5.7521, | |
| "step": 25 | |
| }, | |
| { | |
| "epoch": 0.02, | |
| "learning_rate": 9.200000000000001e-07, | |
| "loss": 4.2433, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 0.03, | |
| "learning_rate": 1.42e-06, | |
| "loss": 3.3083, | |
| "step": 75 | |
| }, | |
| { | |
| "epoch": 0.03, | |
| "learning_rate": 1.9200000000000003e-06, | |
| "loss": 2.6035, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 0.04, | |
| "learning_rate": 2.42e-06, | |
| "loss": 2.098, | |
| "step": 125 | |
| }, | |
| { | |
| "epoch": 0.05, | |
| "learning_rate": 2.92e-06, | |
| "loss": 1.7045, | |
| "step": 150 | |
| }, | |
| { | |
| "epoch": 0.06, | |
| "learning_rate": 3.4200000000000007e-06, | |
| "loss": 1.4407, | |
| "step": 175 | |
| }, | |
| { | |
| "epoch": 0.07, | |
| "learning_rate": 3.920000000000001e-06, | |
| "loss": 1.2631, | |
| "step": 200 | |
| }, | |
| { | |
| "epoch": 0.08, | |
| "learning_rate": 4.42e-06, | |
| "loss": 1.1279, | |
| "step": 225 | |
| }, | |
| { | |
| "epoch": 0.09, | |
| "learning_rate": 4.92e-06, | |
| "loss": 1.0251, | |
| "step": 250 | |
| }, | |
| { | |
| "epoch": 0.1, | |
| "learning_rate": 5.420000000000001e-06, | |
| "loss": 0.935, | |
| "step": 275 | |
| }, | |
| { | |
| "epoch": 0.1, | |
| "learning_rate": 5.92e-06, | |
| "loss": 0.8578, | |
| "step": 300 | |
| }, | |
| { | |
| "epoch": 0.11, | |
| "learning_rate": 6.42e-06, | |
| "loss": 0.8026, | |
| "step": 325 | |
| }, | |
| { | |
| "epoch": 0.12, | |
| "learning_rate": 6.92e-06, | |
| "loss": 0.7708, | |
| "step": 350 | |
| }, | |
| { | |
| "epoch": 0.13, | |
| "learning_rate": 7.420000000000001e-06, | |
| "loss": 0.7159, | |
| "step": 375 | |
| }, | |
| { | |
| "epoch": 0.14, | |
| "learning_rate": 7.92e-06, | |
| "loss": 0.6616, | |
| "step": 400 | |
| }, | |
| { | |
| "epoch": 0.15, | |
| "learning_rate": 8.42e-06, | |
| "loss": 0.6103, | |
| "step": 425 | |
| }, | |
| { | |
| "epoch": 0.16, | |
| "learning_rate": 8.920000000000001e-06, | |
| "loss": 0.58, | |
| "step": 450 | |
| }, | |
| { | |
| "epoch": 0.16, | |
| "learning_rate": 9.42e-06, | |
| "loss": 0.5592, | |
| "step": 475 | |
| }, | |
| { | |
| "epoch": 0.17, | |
| "learning_rate": 9.920000000000002e-06, | |
| "loss": 0.5538, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 0.18, | |
| "learning_rate": 9.98551724137931e-06, | |
| "loss": 0.5301, | |
| "step": 525 | |
| }, | |
| { | |
| "epoch": 0.19, | |
| "learning_rate": 9.968275862068967e-06, | |
| "loss": 0.5256, | |
| "step": 550 | |
| }, | |
| { | |
| "epoch": 0.2, | |
| "learning_rate": 9.951034482758622e-06, | |
| "loss": 0.4933, | |
| "step": 575 | |
| }, | |
| { | |
| "epoch": 0.21, | |
| "learning_rate": 9.933793103448277e-06, | |
| "loss": 0.4914, | |
| "step": 600 | |
| }, | |
| { | |
| "epoch": 0.22, | |
| "learning_rate": 9.916551724137932e-06, | |
| "loss": 0.4576, | |
| "step": 625 | |
| }, | |
| { | |
| "epoch": 0.23, | |
| "learning_rate": 9.899310344827588e-06, | |
| "loss": 0.4671, | |
| "step": 650 | |
| }, | |
| { | |
| "epoch": 0.23, | |
| "learning_rate": 9.882068965517241e-06, | |
| "loss": 0.4616, | |
| "step": 675 | |
| }, | |
| { | |
| "epoch": 0.24, | |
| "learning_rate": 9.864827586206898e-06, | |
| "loss": 0.4608, | |
| "step": 700 | |
| }, | |
| { | |
| "epoch": 0.25, | |
| "learning_rate": 9.847586206896553e-06, | |
| "loss": 0.4375, | |
| "step": 725 | |
| }, | |
| { | |
| "epoch": 0.26, | |
| "learning_rate": 9.830344827586208e-06, | |
| "loss": 0.4422, | |
| "step": 750 | |
| }, | |
| { | |
| "epoch": 0.27, | |
| "learning_rate": 9.813103448275862e-06, | |
| "loss": 0.4206, | |
| "step": 775 | |
| }, | |
| { | |
| "epoch": 0.28, | |
| "learning_rate": 9.795862068965517e-06, | |
| "loss": 0.4086, | |
| "step": 800 | |
| }, | |
| { | |
| "epoch": 0.29, | |
| "learning_rate": 9.778620689655172e-06, | |
| "loss": 0.4152, | |
| "step": 825 | |
| }, | |
| { | |
| "epoch": 0.29, | |
| "learning_rate": 9.761379310344829e-06, | |
| "loss": 0.4028, | |
| "step": 850 | |
| }, | |
| { | |
| "epoch": 0.3, | |
| "learning_rate": 9.744137931034484e-06, | |
| "loss": 0.4038, | |
| "step": 875 | |
| }, | |
| { | |
| "epoch": 0.31, | |
| "learning_rate": 9.726896551724139e-06, | |
| "loss": 0.4014, | |
| "step": 900 | |
| }, | |
| { | |
| "epoch": 0.32, | |
| "learning_rate": 9.709655172413795e-06, | |
| "loss": 0.3884, | |
| "step": 925 | |
| }, | |
| { | |
| "epoch": 0.33, | |
| "learning_rate": 9.692413793103448e-06, | |
| "loss": 0.3931, | |
| "step": 950 | |
| }, | |
| { | |
| "epoch": 0.34, | |
| "learning_rate": 9.675172413793105e-06, | |
| "loss": 0.3773, | |
| "step": 975 | |
| }, | |
| { | |
| "epoch": 0.35, | |
| "learning_rate": 9.65793103448276e-06, | |
| "loss": 0.3717, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 0.35, | |
| "eval_cer": 16.966355814312948, | |
| "eval_loss": 0.4004291296005249, | |
| "eval_runtime": 765.5183, | |
| "eval_samples_per_second": 2.464, | |
| "eval_steps_per_second": 0.077, | |
| "eval_wer": 46.95761415774525, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 0.36, | |
| "learning_rate": 9.640689655172415e-06, | |
| "loss": 0.3748, | |
| "step": 1025 | |
| }, | |
| { | |
| "epoch": 0.36, | |
| "learning_rate": 9.62344827586207e-06, | |
| "loss": 0.3679, | |
| "step": 1050 | |
| }, | |
| { | |
| "epoch": 0.37, | |
| "learning_rate": 9.606206896551726e-06, | |
| "loss": 0.3767, | |
| "step": 1075 | |
| }, | |
| { | |
| "epoch": 0.38, | |
| "learning_rate": 9.58896551724138e-06, | |
| "loss": 0.3593, | |
| "step": 1100 | |
| }, | |
| { | |
| "epoch": 0.39, | |
| "learning_rate": 9.571724137931036e-06, | |
| "loss": 0.3752, | |
| "step": 1125 | |
| }, | |
| { | |
| "epoch": 0.4, | |
| "learning_rate": 9.55448275862069e-06, | |
| "loss": 0.3604, | |
| "step": 1150 | |
| }, | |
| { | |
| "epoch": 0.41, | |
| "learning_rate": 9.537241379310345e-06, | |
| "loss": 0.3416, | |
| "step": 1175 | |
| }, | |
| { | |
| "epoch": 0.42, | |
| "learning_rate": 9.52e-06, | |
| "loss": 0.3397, | |
| "step": 1200 | |
| }, | |
| { | |
| "epoch": 0.42, | |
| "learning_rate": 9.502758620689655e-06, | |
| "loss": 0.3516, | |
| "step": 1225 | |
| }, | |
| { | |
| "epoch": 0.43, | |
| "learning_rate": 9.48551724137931e-06, | |
| "loss": 0.3509, | |
| "step": 1250 | |
| }, | |
| { | |
| "epoch": 0.44, | |
| "learning_rate": 9.468275862068967e-06, | |
| "loss": 0.3346, | |
| "step": 1275 | |
| }, | |
| { | |
| "epoch": 0.45, | |
| "learning_rate": 9.451034482758622e-06, | |
| "loss": 0.348, | |
| "step": 1300 | |
| }, | |
| { | |
| "epoch": 0.46, | |
| "learning_rate": 9.433793103448276e-06, | |
| "loss": 0.3333, | |
| "step": 1325 | |
| }, | |
| { | |
| "epoch": 0.47, | |
| "learning_rate": 9.416551724137933e-06, | |
| "loss": 0.3296, | |
| "step": 1350 | |
| }, | |
| { | |
| "epoch": 0.48, | |
| "learning_rate": 9.399310344827586e-06, | |
| "loss": 0.3275, | |
| "step": 1375 | |
| }, | |
| { | |
| "epoch": 0.49, | |
| "learning_rate": 9.382068965517243e-06, | |
| "loss": 0.3277, | |
| "step": 1400 | |
| }, | |
| { | |
| "epoch": 0.49, | |
| "learning_rate": 9.364827586206898e-06, | |
| "loss": 0.3284, | |
| "step": 1425 | |
| }, | |
| { | |
| "epoch": 0.5, | |
| "learning_rate": 9.347586206896552e-06, | |
| "loss": 0.3171, | |
| "step": 1450 | |
| }, | |
| { | |
| "epoch": 0.51, | |
| "learning_rate": 9.330344827586207e-06, | |
| "loss": 0.3232, | |
| "step": 1475 | |
| }, | |
| { | |
| "epoch": 0.52, | |
| "learning_rate": 9.313103448275864e-06, | |
| "loss": 0.3207, | |
| "step": 1500 | |
| }, | |
| { | |
| "epoch": 0.53, | |
| "learning_rate": 9.295862068965517e-06, | |
| "loss": 0.3199, | |
| "step": 1525 | |
| }, | |
| { | |
| "epoch": 0.54, | |
| "learning_rate": 9.278620689655174e-06, | |
| "loss": 0.3219, | |
| "step": 1550 | |
| }, | |
| { | |
| "epoch": 0.55, | |
| "learning_rate": 9.261379310344828e-06, | |
| "loss": 0.309, | |
| "step": 1575 | |
| }, | |
| { | |
| "epoch": 0.55, | |
| "learning_rate": 9.244137931034483e-06, | |
| "loss": 0.322, | |
| "step": 1600 | |
| }, | |
| { | |
| "epoch": 0.56, | |
| "learning_rate": 9.226896551724138e-06, | |
| "loss": 0.3089, | |
| "step": 1625 | |
| }, | |
| { | |
| "epoch": 0.57, | |
| "learning_rate": 9.209655172413793e-06, | |
| "loss": 0.3119, | |
| "step": 1650 | |
| }, | |
| { | |
| "epoch": 0.58, | |
| "learning_rate": 9.192413793103448e-06, | |
| "loss": 0.302, | |
| "step": 1675 | |
| }, | |
| { | |
| "epoch": 0.59, | |
| "learning_rate": 9.175172413793105e-06, | |
| "loss": 0.3096, | |
| "step": 1700 | |
| }, | |
| { | |
| "epoch": 0.6, | |
| "learning_rate": 9.15793103448276e-06, | |
| "loss": 0.3076, | |
| "step": 1725 | |
| }, | |
| { | |
| "epoch": 0.61, | |
| "learning_rate": 9.140689655172414e-06, | |
| "loss": 0.3081, | |
| "step": 1750 | |
| }, | |
| { | |
| "epoch": 0.62, | |
| "learning_rate": 9.12344827586207e-06, | |
| "loss": 0.2998, | |
| "step": 1775 | |
| }, | |
| { | |
| "epoch": 0.62, | |
| "learning_rate": 9.106206896551724e-06, | |
| "loss": 0.3047, | |
| "step": 1800 | |
| }, | |
| { | |
| "epoch": 0.63, | |
| "learning_rate": 9.08896551724138e-06, | |
| "loss": 0.2942, | |
| "step": 1825 | |
| }, | |
| { | |
| "epoch": 0.64, | |
| "learning_rate": 9.071724137931035e-06, | |
| "loss": 0.291, | |
| "step": 1850 | |
| }, | |
| { | |
| "epoch": 0.65, | |
| "learning_rate": 9.05448275862069e-06, | |
| "loss": 0.3023, | |
| "step": 1875 | |
| }, | |
| { | |
| "epoch": 0.66, | |
| "learning_rate": 9.037241379310345e-06, | |
| "loss": 0.3062, | |
| "step": 1900 | |
| }, | |
| { | |
| "epoch": 0.67, | |
| "learning_rate": 9.020000000000002e-06, | |
| "loss": 0.2873, | |
| "step": 1925 | |
| }, | |
| { | |
| "epoch": 0.68, | |
| "learning_rate": 9.002758620689655e-06, | |
| "loss": 0.2826, | |
| "step": 1950 | |
| }, | |
| { | |
| "epoch": 0.68, | |
| "learning_rate": 8.985517241379311e-06, | |
| "loss": 0.291, | |
| "step": 1975 | |
| }, | |
| { | |
| "epoch": 0.69, | |
| "learning_rate": 8.968275862068966e-06, | |
| "loss": 0.286, | |
| "step": 2000 | |
| }, | |
| { | |
| "epoch": 0.69, | |
| "eval_cer": 13.550414756041013, | |
| "eval_loss": 0.31291720271110535, | |
| "eval_runtime": 730.0577, | |
| "eval_samples_per_second": 2.583, | |
| "eval_steps_per_second": 0.081, | |
| "eval_wer": 37.393489185055714, | |
| "step": 2000 | |
| }, | |
| { | |
| "epoch": 0.7, | |
| "learning_rate": 8.951034482758621e-06, | |
| "loss": 0.2999, | |
| "step": 2025 | |
| }, | |
| { | |
| "epoch": 0.71, | |
| "learning_rate": 8.933793103448276e-06, | |
| "loss": 0.2938, | |
| "step": 2050 | |
| }, | |
| { | |
| "epoch": 0.72, | |
| "learning_rate": 8.916551724137931e-06, | |
| "loss": 0.2769, | |
| "step": 2075 | |
| }, | |
| { | |
| "epoch": 0.73, | |
| "learning_rate": 8.899310344827588e-06, | |
| "loss": 0.287, | |
| "step": 2100 | |
| }, | |
| { | |
| "epoch": 0.74, | |
| "learning_rate": 8.882068965517242e-06, | |
| "loss": 0.2841, | |
| "step": 2125 | |
| }, | |
| { | |
| "epoch": 0.74, | |
| "learning_rate": 8.864827586206897e-06, | |
| "loss": 0.2818, | |
| "step": 2150 | |
| }, | |
| { | |
| "epoch": 0.75, | |
| "learning_rate": 8.847586206896552e-06, | |
| "loss": 0.2996, | |
| "step": 2175 | |
| }, | |
| { | |
| "epoch": 0.76, | |
| "learning_rate": 8.830344827586209e-06, | |
| "loss": 0.2787, | |
| "step": 2200 | |
| }, | |
| { | |
| "epoch": 0.77, | |
| "learning_rate": 8.813103448275862e-06, | |
| "loss": 0.2781, | |
| "step": 2225 | |
| }, | |
| { | |
| "epoch": 0.78, | |
| "learning_rate": 8.795862068965518e-06, | |
| "loss": 0.2734, | |
| "step": 2250 | |
| }, | |
| { | |
| "epoch": 0.79, | |
| "learning_rate": 8.778620689655173e-06, | |
| "loss": 0.2811, | |
| "step": 2275 | |
| }, | |
| { | |
| "epoch": 0.8, | |
| "learning_rate": 8.761379310344828e-06, | |
| "loss": 0.2775, | |
| "step": 2300 | |
| }, | |
| { | |
| "epoch": 0.81, | |
| "learning_rate": 8.744137931034483e-06, | |
| "loss": 0.2821, | |
| "step": 2325 | |
| }, | |
| { | |
| "epoch": 0.81, | |
| "learning_rate": 8.72689655172414e-06, | |
| "loss": 0.2799, | |
| "step": 2350 | |
| }, | |
| { | |
| "epoch": 0.82, | |
| "learning_rate": 8.709655172413793e-06, | |
| "loss": 0.2777, | |
| "step": 2375 | |
| }, | |
| { | |
| "epoch": 0.83, | |
| "learning_rate": 8.69241379310345e-06, | |
| "loss": 0.2756, | |
| "step": 2400 | |
| }, | |
| { | |
| "epoch": 0.84, | |
| "learning_rate": 8.675172413793104e-06, | |
| "loss": 0.2793, | |
| "step": 2425 | |
| }, | |
| { | |
| "epoch": 0.85, | |
| "learning_rate": 8.657931034482759e-06, | |
| "loss": 0.2769, | |
| "step": 2450 | |
| }, | |
| { | |
| "epoch": 0.86, | |
| "learning_rate": 8.640689655172414e-06, | |
| "loss": 0.2755, | |
| "step": 2475 | |
| }, | |
| { | |
| "epoch": 0.87, | |
| "learning_rate": 8.623448275862069e-06, | |
| "loss": 0.2876, | |
| "step": 2500 | |
| }, | |
| { | |
| "epoch": 0.87, | |
| "learning_rate": 8.606206896551725e-06, | |
| "loss": 0.2634, | |
| "step": 2525 | |
| }, | |
| { | |
| "epoch": 0.88, | |
| "learning_rate": 8.58896551724138e-06, | |
| "loss": 0.278, | |
| "step": 2550 | |
| }, | |
| { | |
| "epoch": 0.89, | |
| "learning_rate": 8.571724137931035e-06, | |
| "loss": 0.2636, | |
| "step": 2575 | |
| }, | |
| { | |
| "epoch": 0.9, | |
| "learning_rate": 8.55448275862069e-06, | |
| "loss": 0.2657, | |
| "step": 2600 | |
| }, | |
| { | |
| "epoch": 0.91, | |
| "learning_rate": 8.537241379310347e-06, | |
| "loss": 0.2765, | |
| "step": 2625 | |
| }, | |
| { | |
| "epoch": 0.92, | |
| "learning_rate": 8.52e-06, | |
| "loss": 0.2816, | |
| "step": 2650 | |
| }, | |
| { | |
| "epoch": 0.93, | |
| "learning_rate": 8.502758620689656e-06, | |
| "loss": 0.266, | |
| "step": 2675 | |
| }, | |
| { | |
| "epoch": 0.94, | |
| "learning_rate": 8.485517241379311e-06, | |
| "loss": 0.271, | |
| "step": 2700 | |
| }, | |
| { | |
| "epoch": 0.94, | |
| "learning_rate": 8.468275862068966e-06, | |
| "loss": 0.263, | |
| "step": 2725 | |
| }, | |
| { | |
| "epoch": 0.95, | |
| "learning_rate": 8.451034482758621e-06, | |
| "loss": 0.2665, | |
| "step": 2750 | |
| }, | |
| { | |
| "epoch": 0.96, | |
| "learning_rate": 8.433793103448277e-06, | |
| "loss": 0.2628, | |
| "step": 2775 | |
| }, | |
| { | |
| "epoch": 0.97, | |
| "learning_rate": 8.41655172413793e-06, | |
| "loss": 0.2622, | |
| "step": 2800 | |
| }, | |
| { | |
| "epoch": 0.98, | |
| "learning_rate": 8.399310344827587e-06, | |
| "loss": 0.2628, | |
| "step": 2825 | |
| }, | |
| { | |
| "epoch": 0.99, | |
| "learning_rate": 8.382068965517242e-06, | |
| "loss": 0.2615, | |
| "step": 2850 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "learning_rate": 8.364827586206897e-06, | |
| "loss": 0.2603, | |
| "step": 2875 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "learning_rate": 8.347586206896552e-06, | |
| "loss": 0.2416, | |
| "step": 2900 | |
| }, | |
| { | |
| "epoch": 1.01, | |
| "learning_rate": 8.330344827586208e-06, | |
| "loss": 0.2158, | |
| "step": 2925 | |
| }, | |
| { | |
| "epoch": 1.02, | |
| "learning_rate": 8.313103448275863e-06, | |
| "loss": 0.2291, | |
| "step": 2950 | |
| }, | |
| { | |
| "epoch": 1.03, | |
| "learning_rate": 8.295862068965518e-06, | |
| "loss": 0.2348, | |
| "step": 2975 | |
| }, | |
| { | |
| "epoch": 1.04, | |
| "learning_rate": 8.278620689655173e-06, | |
| "loss": 0.2287, | |
| "step": 3000 | |
| }, | |
| { | |
| "epoch": 1.04, | |
| "eval_cer": 11.780617239425009, | |
| "eval_loss": 0.27681875228881836, | |
| "eval_runtime": 722.4474, | |
| "eval_samples_per_second": 2.611, | |
| "eval_steps_per_second": 0.082, | |
| "eval_wer": 33.19313961109897, | |
| "step": 3000 | |
| }, | |
| { | |
| "epoch": 1.05, | |
| "learning_rate": 8.261379310344828e-06, | |
| "loss": 0.2303, | |
| "step": 3025 | |
| }, | |
| { | |
| "epoch": 1.06, | |
| "learning_rate": 8.244137931034484e-06, | |
| "loss": 0.2153, | |
| "step": 3050 | |
| }, | |
| { | |
| "epoch": 1.07, | |
| "learning_rate": 8.226896551724138e-06, | |
| "loss": 0.2276, | |
| "step": 3075 | |
| }, | |
| { | |
| "epoch": 1.07, | |
| "learning_rate": 8.209655172413794e-06, | |
| "loss": 0.223, | |
| "step": 3100 | |
| }, | |
| { | |
| "epoch": 1.08, | |
| "learning_rate": 8.192413793103449e-06, | |
| "loss": 0.2163, | |
| "step": 3125 | |
| }, | |
| { | |
| "epoch": 1.09, | |
| "learning_rate": 8.175172413793104e-06, | |
| "loss": 0.223, | |
| "step": 3150 | |
| }, | |
| { | |
| "epoch": 1.1, | |
| "learning_rate": 8.157931034482759e-06, | |
| "loss": 0.2245, | |
| "step": 3175 | |
| }, | |
| { | |
| "epoch": 1.11, | |
| "learning_rate": 8.140689655172415e-06, | |
| "loss": 0.2192, | |
| "step": 3200 | |
| }, | |
| { | |
| "epoch": 1.12, | |
| "learning_rate": 8.123448275862069e-06, | |
| "loss": 0.2197, | |
| "step": 3225 | |
| }, | |
| { | |
| "epoch": 1.13, | |
| "learning_rate": 8.106206896551725e-06, | |
| "loss": 0.22, | |
| "step": 3250 | |
| }, | |
| { | |
| "epoch": 1.13, | |
| "learning_rate": 8.08896551724138e-06, | |
| "loss": 0.2209, | |
| "step": 3275 | |
| }, | |
| { | |
| "epoch": 1.14, | |
| "learning_rate": 8.071724137931035e-06, | |
| "loss": 0.2143, | |
| "step": 3300 | |
| }, | |
| { | |
| "epoch": 1.15, | |
| "learning_rate": 8.054482758620691e-06, | |
| "loss": 0.2254, | |
| "step": 3325 | |
| }, | |
| { | |
| "epoch": 1.16, | |
| "learning_rate": 8.037241379310346e-06, | |
| "loss": 0.2261, | |
| "step": 3350 | |
| }, | |
| { | |
| "epoch": 1.17, | |
| "learning_rate": 8.020000000000001e-06, | |
| "loss": 0.2231, | |
| "step": 3375 | |
| }, | |
| { | |
| "epoch": 1.18, | |
| "learning_rate": 8.002758620689656e-06, | |
| "loss": 0.2227, | |
| "step": 3400 | |
| }, | |
| { | |
| "epoch": 1.19, | |
| "learning_rate": 7.985517241379311e-06, | |
| "loss": 0.2233, | |
| "step": 3425 | |
| }, | |
| { | |
| "epoch": 1.2, | |
| "learning_rate": 7.968275862068966e-06, | |
| "loss": 0.2184, | |
| "step": 3450 | |
| }, | |
| { | |
| "epoch": 1.2, | |
| "learning_rate": 7.951034482758622e-06, | |
| "loss": 0.208, | |
| "step": 3475 | |
| }, | |
| { | |
| "epoch": 1.21, | |
| "learning_rate": 7.933793103448275e-06, | |
| "loss": 0.2262, | |
| "step": 3500 | |
| }, | |
| { | |
| "epoch": 1.22, | |
| "learning_rate": 7.916551724137932e-06, | |
| "loss": 0.2215, | |
| "step": 3525 | |
| }, | |
| { | |
| "epoch": 1.23, | |
| "learning_rate": 7.899310344827587e-06, | |
| "loss": 0.2175, | |
| "step": 3550 | |
| }, | |
| { | |
| "epoch": 1.24, | |
| "learning_rate": 7.882068965517242e-06, | |
| "loss": 0.2258, | |
| "step": 3575 | |
| }, | |
| { | |
| "epoch": 1.25, | |
| "learning_rate": 7.864827586206897e-06, | |
| "loss": 0.2237, | |
| "step": 3600 | |
| }, | |
| { | |
| "epoch": 1.26, | |
| "learning_rate": 7.847586206896553e-06, | |
| "loss": 0.2168, | |
| "step": 3625 | |
| }, | |
| { | |
| "epoch": 1.26, | |
| "learning_rate": 7.830344827586206e-06, | |
| "loss": 0.2263, | |
| "step": 3650 | |
| }, | |
| { | |
| "epoch": 1.27, | |
| "learning_rate": 7.813103448275863e-06, | |
| "loss": 0.2224, | |
| "step": 3675 | |
| }, | |
| { | |
| "epoch": 1.28, | |
| "learning_rate": 7.795862068965518e-06, | |
| "loss": 0.2238, | |
| "step": 3700 | |
| }, | |
| { | |
| "epoch": 1.29, | |
| "learning_rate": 7.778620689655173e-06, | |
| "loss": 0.2184, | |
| "step": 3725 | |
| }, | |
| { | |
| "epoch": 1.3, | |
| "learning_rate": 7.76137931034483e-06, | |
| "loss": 0.2268, | |
| "step": 3750 | |
| }, | |
| { | |
| "epoch": 1.31, | |
| "learning_rate": 7.744137931034484e-06, | |
| "loss": 0.214, | |
| "step": 3775 | |
| }, | |
| { | |
| "epoch": 1.32, | |
| "learning_rate": 7.726896551724139e-06, | |
| "loss": 0.2189, | |
| "step": 3800 | |
| }, | |
| { | |
| "epoch": 1.33, | |
| "learning_rate": 7.709655172413794e-06, | |
| "loss": 0.2194, | |
| "step": 3825 | |
| }, | |
| { | |
| "epoch": 1.33, | |
| "learning_rate": 7.692413793103449e-06, | |
| "loss": 0.2232, | |
| "step": 3850 | |
| }, | |
| { | |
| "epoch": 1.34, | |
| "learning_rate": 7.675172413793104e-06, | |
| "loss": 0.2197, | |
| "step": 3875 | |
| }, | |
| { | |
| "epoch": 1.35, | |
| "learning_rate": 7.65793103448276e-06, | |
| "loss": 0.2154, | |
| "step": 3900 | |
| }, | |
| { | |
| "epoch": 1.36, | |
| "learning_rate": 7.640689655172413e-06, | |
| "loss": 0.2138, | |
| "step": 3925 | |
| }, | |
| { | |
| "epoch": 1.37, | |
| "learning_rate": 7.62344827586207e-06, | |
| "loss": 0.2052, | |
| "step": 3950 | |
| }, | |
| { | |
| "epoch": 1.38, | |
| "learning_rate": 7.606206896551725e-06, | |
| "loss": 0.2183, | |
| "step": 3975 | |
| }, | |
| { | |
| "epoch": 1.39, | |
| "learning_rate": 7.58896551724138e-06, | |
| "loss": 0.2257, | |
| "step": 4000 | |
| }, | |
| { | |
| "epoch": 1.39, | |
| "eval_cer": 11.023236642794581, | |
| "eval_loss": 0.2590450048446655, | |
| "eval_runtime": 729.8283, | |
| "eval_samples_per_second": 2.584, | |
| "eval_steps_per_second": 0.081, | |
| "eval_wer": 30.72427354162115, | |
| "step": 4000 | |
| }, | |
| { | |
| "epoch": 1.39, | |
| "learning_rate": 7.5717241379310345e-06, | |
| "loss": 0.2154, | |
| "step": 4025 | |
| }, | |
| { | |
| "epoch": 1.4, | |
| "learning_rate": 7.55448275862069e-06, | |
| "loss": 0.2262, | |
| "step": 4050 | |
| }, | |
| { | |
| "epoch": 1.41, | |
| "learning_rate": 7.537241379310345e-06, | |
| "loss": 0.2083, | |
| "step": 4075 | |
| }, | |
| { | |
| "epoch": 1.42, | |
| "learning_rate": 7.520000000000001e-06, | |
| "loss": 0.206, | |
| "step": 4100 | |
| }, | |
| { | |
| "epoch": 1.43, | |
| "learning_rate": 7.5027586206896566e-06, | |
| "loss": 0.2101, | |
| "step": 4125 | |
| }, | |
| { | |
| "epoch": 1.44, | |
| "learning_rate": 7.485517241379311e-06, | |
| "loss": 0.2114, | |
| "step": 4150 | |
| }, | |
| { | |
| "epoch": 1.45, | |
| "learning_rate": 7.468275862068966e-06, | |
| "loss": 0.2115, | |
| "step": 4175 | |
| }, | |
| { | |
| "epoch": 1.46, | |
| "learning_rate": 7.451034482758621e-06, | |
| "loss": 0.2086, | |
| "step": 4200 | |
| }, | |
| { | |
| "epoch": 1.46, | |
| "learning_rate": 7.433793103448277e-06, | |
| "loss": 0.22, | |
| "step": 4225 | |
| }, | |
| { | |
| "epoch": 1.47, | |
| "learning_rate": 7.416551724137932e-06, | |
| "loss": 0.2175, | |
| "step": 4250 | |
| }, | |
| { | |
| "epoch": 1.48, | |
| "learning_rate": 7.3993103448275875e-06, | |
| "loss": 0.2069, | |
| "step": 4275 | |
| }, | |
| { | |
| "epoch": 1.49, | |
| "learning_rate": 7.3820689655172415e-06, | |
| "loss": 0.2133, | |
| "step": 4300 | |
| }, | |
| { | |
| "epoch": 1.5, | |
| "learning_rate": 7.364827586206897e-06, | |
| "loss": 0.2135, | |
| "step": 4325 | |
| }, | |
| { | |
| "epoch": 1.51, | |
| "learning_rate": 7.347586206896552e-06, | |
| "loss": 0.2148, | |
| "step": 4350 | |
| }, | |
| { | |
| "epoch": 1.52, | |
| "learning_rate": 7.330344827586208e-06, | |
| "loss": 0.2138, | |
| "step": 4375 | |
| }, | |
| { | |
| "epoch": 1.52, | |
| "learning_rate": 7.313103448275863e-06, | |
| "loss": 0.2156, | |
| "step": 4400 | |
| }, | |
| { | |
| "epoch": 1.53, | |
| "learning_rate": 7.2958620689655175e-06, | |
| "loss": 0.2082, | |
| "step": 4425 | |
| }, | |
| { | |
| "epoch": 1.54, | |
| "learning_rate": 7.278620689655172e-06, | |
| "loss": 0.2084, | |
| "step": 4450 | |
| }, | |
| { | |
| "epoch": 1.55, | |
| "learning_rate": 7.261379310344828e-06, | |
| "loss": 0.2119, | |
| "step": 4475 | |
| }, | |
| { | |
| "epoch": 1.56, | |
| "learning_rate": 7.244137931034483e-06, | |
| "loss": 0.2192, | |
| "step": 4500 | |
| }, | |
| { | |
| "epoch": 1.57, | |
| "learning_rate": 7.226896551724139e-06, | |
| "loss": 0.2085, | |
| "step": 4525 | |
| }, | |
| { | |
| "epoch": 1.58, | |
| "learning_rate": 7.2096551724137944e-06, | |
| "loss": 0.2031, | |
| "step": 4550 | |
| }, | |
| { | |
| "epoch": 1.59, | |
| "learning_rate": 7.1924137931034485e-06, | |
| "loss": 0.2177, | |
| "step": 4575 | |
| }, | |
| { | |
| "epoch": 1.59, | |
| "learning_rate": 7.175172413793104e-06, | |
| "loss": 0.2093, | |
| "step": 4600 | |
| }, | |
| { | |
| "epoch": 1.6, | |
| "learning_rate": 7.157931034482759e-06, | |
| "loss": 0.2084, | |
| "step": 4625 | |
| }, | |
| { | |
| "epoch": 1.61, | |
| "learning_rate": 7.140689655172415e-06, | |
| "loss": 0.2045, | |
| "step": 4650 | |
| }, | |
| { | |
| "epoch": 1.62, | |
| "learning_rate": 7.12344827586207e-06, | |
| "loss": 0.2078, | |
| "step": 4675 | |
| }, | |
| { | |
| "epoch": 1.63, | |
| "learning_rate": 7.106206896551725e-06, | |
| "loss": 0.2041, | |
| "step": 4700 | |
| }, | |
| { | |
| "epoch": 1.64, | |
| "learning_rate": 7.088965517241379e-06, | |
| "loss": 0.2081, | |
| "step": 4725 | |
| }, | |
| { | |
| "epoch": 1.65, | |
| "learning_rate": 7.071724137931035e-06, | |
| "loss": 0.2102, | |
| "step": 4750 | |
| }, | |
| { | |
| "epoch": 1.65, | |
| "learning_rate": 7.05448275862069e-06, | |
| "loss": 0.2063, | |
| "step": 4775 | |
| }, | |
| { | |
| "epoch": 1.66, | |
| "learning_rate": 7.037241379310346e-06, | |
| "loss": 0.2041, | |
| "step": 4800 | |
| }, | |
| { | |
| "epoch": 1.67, | |
| "learning_rate": 7.0200000000000006e-06, | |
| "loss": 0.1989, | |
| "step": 4825 | |
| }, | |
| { | |
| "epoch": 1.68, | |
| "learning_rate": 7.002758620689655e-06, | |
| "loss": 0.2058, | |
| "step": 4850 | |
| }, | |
| { | |
| "epoch": 1.69, | |
| "learning_rate": 6.98551724137931e-06, | |
| "loss": 0.2166, | |
| "step": 4875 | |
| }, | |
| { | |
| "epoch": 1.7, | |
| "learning_rate": 6.968275862068966e-06, | |
| "loss": 0.1983, | |
| "step": 4900 | |
| }, | |
| { | |
| "epoch": 1.71, | |
| "learning_rate": 6.951034482758622e-06, | |
| "loss": 0.2099, | |
| "step": 4925 | |
| }, | |
| { | |
| "epoch": 1.72, | |
| "learning_rate": 6.933793103448277e-06, | |
| "loss": 0.2048, | |
| "step": 4950 | |
| }, | |
| { | |
| "epoch": 1.72, | |
| "learning_rate": 6.916551724137932e-06, | |
| "loss": 0.206, | |
| "step": 4975 | |
| }, | |
| { | |
| "epoch": 1.73, | |
| "learning_rate": 6.899310344827586e-06, | |
| "loss": 0.2029, | |
| "step": 5000 | |
| }, | |
| { | |
| "epoch": 1.73, | |
| "eval_cer": 10.414412557748124, | |
| "eval_loss": 0.24278895556926727, | |
| "eval_runtime": 721.577, | |
| "eval_samples_per_second": 2.614, | |
| "eval_steps_per_second": 0.082, | |
| "eval_wer": 29.200349573956743, | |
| "step": 5000 | |
| }, | |
| { | |
| "epoch": 1.74, | |
| "learning_rate": 6.882068965517242e-06, | |
| "loss": 0.1993, | |
| "step": 5025 | |
| }, | |
| { | |
| "epoch": 1.75, | |
| "learning_rate": 6.864827586206897e-06, | |
| "loss": 0.1981, | |
| "step": 5050 | |
| }, | |
| { | |
| "epoch": 1.76, | |
| "learning_rate": 6.847586206896553e-06, | |
| "loss": 0.2036, | |
| "step": 5075 | |
| }, | |
| { | |
| "epoch": 1.77, | |
| "learning_rate": 6.8303448275862075e-06, | |
| "loss": 0.2076, | |
| "step": 5100 | |
| }, | |
| { | |
| "epoch": 1.78, | |
| "learning_rate": 6.813103448275863e-06, | |
| "loss": 0.2014, | |
| "step": 5125 | |
| }, | |
| { | |
| "epoch": 1.78, | |
| "learning_rate": 6.795862068965517e-06, | |
| "loss": 0.2109, | |
| "step": 5150 | |
| }, | |
| { | |
| "epoch": 1.79, | |
| "learning_rate": 6.778620689655173e-06, | |
| "loss": 0.209, | |
| "step": 5175 | |
| }, | |
| { | |
| "epoch": 1.8, | |
| "learning_rate": 6.761379310344828e-06, | |
| "loss": 0.2149, | |
| "step": 5200 | |
| }, | |
| { | |
| "epoch": 1.81, | |
| "learning_rate": 6.7441379310344836e-06, | |
| "loss": 0.2038, | |
| "step": 5225 | |
| }, | |
| { | |
| "epoch": 1.82, | |
| "learning_rate": 6.7268965517241384e-06, | |
| "loss": 0.2136, | |
| "step": 5250 | |
| }, | |
| { | |
| "epoch": 1.83, | |
| "learning_rate": 6.709655172413793e-06, | |
| "loss": 0.2065, | |
| "step": 5275 | |
| }, | |
| { | |
| "epoch": 1.84, | |
| "learning_rate": 6.692413793103448e-06, | |
| "loss": 0.2078, | |
| "step": 5300 | |
| }, | |
| { | |
| "epoch": 1.85, | |
| "learning_rate": 6.675172413793104e-06, | |
| "loss": 0.2102, | |
| "step": 5325 | |
| }, | |
| { | |
| "epoch": 1.85, | |
| "learning_rate": 6.65793103448276e-06, | |
| "loss": 0.2021, | |
| "step": 5350 | |
| }, | |
| { | |
| "epoch": 1.86, | |
| "learning_rate": 6.6406896551724145e-06, | |
| "loss": 0.2034, | |
| "step": 5375 | |
| }, | |
| { | |
| "epoch": 1.87, | |
| "learning_rate": 6.62344827586207e-06, | |
| "loss": 0.2108, | |
| "step": 5400 | |
| }, | |
| { | |
| "epoch": 1.88, | |
| "learning_rate": 6.606206896551724e-06, | |
| "loss": 0.2059, | |
| "step": 5425 | |
| }, | |
| { | |
| "epoch": 1.89, | |
| "learning_rate": 6.58896551724138e-06, | |
| "loss": 0.2059, | |
| "step": 5450 | |
| }, | |
| { | |
| "epoch": 1.9, | |
| "learning_rate": 6.571724137931035e-06, | |
| "loss": 0.2065, | |
| "step": 5475 | |
| }, | |
| { | |
| "epoch": 1.91, | |
| "learning_rate": 6.5544827586206905e-06, | |
| "loss": 0.2063, | |
| "step": 5500 | |
| }, | |
| { | |
| "epoch": 1.91, | |
| "learning_rate": 6.537241379310345e-06, | |
| "loss": 0.2014, | |
| "step": 5525 | |
| }, | |
| { | |
| "epoch": 1.92, | |
| "learning_rate": 6.520000000000001e-06, | |
| "loss": 0.192, | |
| "step": 5550 | |
| }, | |
| { | |
| "epoch": 1.93, | |
| "learning_rate": 6.502758620689655e-06, | |
| "loss": 0.1984, | |
| "step": 5575 | |
| }, | |
| { | |
| "epoch": 1.94, | |
| "learning_rate": 6.485517241379311e-06, | |
| "loss": 0.2068, | |
| "step": 5600 | |
| }, | |
| { | |
| "epoch": 1.95, | |
| "learning_rate": 6.468275862068966e-06, | |
| "loss": 0.2098, | |
| "step": 5625 | |
| }, | |
| { | |
| "epoch": 1.96, | |
| "learning_rate": 6.4510344827586214e-06, | |
| "loss": 0.1944, | |
| "step": 5650 | |
| }, | |
| { | |
| "epoch": 1.97, | |
| "learning_rate": 6.433793103448276e-06, | |
| "loss": 0.2155, | |
| "step": 5675 | |
| }, | |
| { | |
| "epoch": 1.98, | |
| "learning_rate": 6.416551724137931e-06, | |
| "loss": 0.1972, | |
| "step": 5700 | |
| }, | |
| { | |
| "epoch": 1.98, | |
| "learning_rate": 6.399310344827587e-06, | |
| "loss": 0.2016, | |
| "step": 5725 | |
| }, | |
| { | |
| "epoch": 1.99, | |
| "learning_rate": 6.382068965517242e-06, | |
| "loss": 0.2045, | |
| "step": 5750 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "learning_rate": 6.3648275862068975e-06, | |
| "loss": 0.1958, | |
| "step": 5775 | |
| }, | |
| { | |
| "epoch": 2.01, | |
| "learning_rate": 6.347586206896552e-06, | |
| "loss": 0.1609, | |
| "step": 5800 | |
| }, | |
| { | |
| "epoch": 2.02, | |
| "learning_rate": 6.330344827586208e-06, | |
| "loss": 0.1631, | |
| "step": 5825 | |
| }, | |
| { | |
| "epoch": 2.03, | |
| "learning_rate": 6.313103448275862e-06, | |
| "loss": 0.1684, | |
| "step": 5850 | |
| }, | |
| { | |
| "epoch": 2.04, | |
| "learning_rate": 6.295862068965518e-06, | |
| "loss": 0.1639, | |
| "step": 5875 | |
| }, | |
| { | |
| "epoch": 2.04, | |
| "learning_rate": 6.278620689655173e-06, | |
| "loss": 0.161, | |
| "step": 5900 | |
| }, | |
| { | |
| "epoch": 2.05, | |
| "learning_rate": 6.261379310344828e-06, | |
| "loss": 0.1581, | |
| "step": 5925 | |
| }, | |
| { | |
| "epoch": 2.06, | |
| "learning_rate": 6.244137931034483e-06, | |
| "loss": 0.1671, | |
| "step": 5950 | |
| }, | |
| { | |
| "epoch": 2.07, | |
| "learning_rate": 6.226896551724139e-06, | |
| "loss": 0.1695, | |
| "step": 5975 | |
| }, | |
| { | |
| "epoch": 2.08, | |
| "learning_rate": 6.209655172413793e-06, | |
| "loss": 0.1691, | |
| "step": 6000 | |
| }, | |
| { | |
| "epoch": 2.08, | |
| "eval_cer": 10.03057001047624, | |
| "eval_loss": 0.2407660186290741, | |
| "eval_runtime": 718.5256, | |
| "eval_samples_per_second": 2.625, | |
| "eval_steps_per_second": 0.082, | |
| "eval_wer": 28.435656543587502, | |
| "step": 6000 | |
| }, | |
| { | |
| "epoch": 2.09, | |
| "learning_rate": 6.192413793103449e-06, | |
| "loss": 0.1592, | |
| "step": 6025 | |
| }, | |
| { | |
| "epoch": 2.1, | |
| "learning_rate": 6.175172413793104e-06, | |
| "loss": 0.163, | |
| "step": 6050 | |
| }, | |
| { | |
| "epoch": 2.1, | |
| "learning_rate": 6.157931034482759e-06, | |
| "loss": 0.1653, | |
| "step": 6075 | |
| }, | |
| { | |
| "epoch": 2.11, | |
| "learning_rate": 6.140689655172414e-06, | |
| "loss": 0.164, | |
| "step": 6100 | |
| }, | |
| { | |
| "epoch": 2.12, | |
| "learning_rate": 6.123448275862069e-06, | |
| "loss": 0.1694, | |
| "step": 6125 | |
| }, | |
| { | |
| "epoch": 2.13, | |
| "learning_rate": 6.106206896551725e-06, | |
| "loss": 0.1703, | |
| "step": 6150 | |
| }, | |
| { | |
| "epoch": 2.14, | |
| "learning_rate": 6.08896551724138e-06, | |
| "loss": 0.1633, | |
| "step": 6175 | |
| }, | |
| { | |
| "epoch": 2.15, | |
| "learning_rate": 6.071724137931035e-06, | |
| "loss": 0.1578, | |
| "step": 6200 | |
| }, | |
| { | |
| "epoch": 2.16, | |
| "learning_rate": 6.05448275862069e-06, | |
| "loss": 0.1669, | |
| "step": 6225 | |
| }, | |
| { | |
| "epoch": 2.17, | |
| "learning_rate": 6.037241379310346e-06, | |
| "loss": 0.1542, | |
| "step": 6250 | |
| }, | |
| { | |
| "epoch": 2.17, | |
| "learning_rate": 6.02e-06, | |
| "loss": 0.1595, | |
| "step": 6275 | |
| }, | |
| { | |
| "epoch": 2.18, | |
| "learning_rate": 6.002758620689656e-06, | |
| "loss": 0.1637, | |
| "step": 6300 | |
| }, | |
| { | |
| "epoch": 2.19, | |
| "learning_rate": 5.9855172413793105e-06, | |
| "loss": 0.1617, | |
| "step": 6325 | |
| }, | |
| { | |
| "epoch": 2.2, | |
| "learning_rate": 5.968275862068966e-06, | |
| "loss": 0.1636, | |
| "step": 6350 | |
| }, | |
| { | |
| "epoch": 2.21, | |
| "learning_rate": 5.951034482758621e-06, | |
| "loss": 0.1669, | |
| "step": 6375 | |
| }, | |
| { | |
| "epoch": 2.22, | |
| "learning_rate": 5.933793103448277e-06, | |
| "loss": 0.1706, | |
| "step": 6400 | |
| }, | |
| { | |
| "epoch": 2.23, | |
| "learning_rate": 5.916551724137931e-06, | |
| "loss": 0.1609, | |
| "step": 6425 | |
| }, | |
| { | |
| "epoch": 2.23, | |
| "learning_rate": 5.899310344827587e-06, | |
| "loss": 0.1658, | |
| "step": 6450 | |
| }, | |
| { | |
| "epoch": 2.24, | |
| "learning_rate": 5.8820689655172415e-06, | |
| "loss": 0.165, | |
| "step": 6475 | |
| }, | |
| { | |
| "epoch": 2.25, | |
| "learning_rate": 5.864827586206897e-06, | |
| "loss": 0.1644, | |
| "step": 6500 | |
| }, | |
| { | |
| "epoch": 2.26, | |
| "learning_rate": 5.847586206896552e-06, | |
| "loss": 0.169, | |
| "step": 6525 | |
| }, | |
| { | |
| "epoch": 2.27, | |
| "learning_rate": 5.830344827586208e-06, | |
| "loss": 0.1754, | |
| "step": 6550 | |
| }, | |
| { | |
| "epoch": 2.28, | |
| "learning_rate": 5.813103448275863e-06, | |
| "loss": 0.1669, | |
| "step": 6575 | |
| }, | |
| { | |
| "epoch": 2.29, | |
| "learning_rate": 5.7958620689655175e-06, | |
| "loss": 0.1755, | |
| "step": 6600 | |
| }, | |
| { | |
| "epoch": 2.3, | |
| "learning_rate": 5.778620689655173e-06, | |
| "loss": 0.1649, | |
| "step": 6625 | |
| }, | |
| { | |
| "epoch": 2.3, | |
| "learning_rate": 5.761379310344828e-06, | |
| "loss": 0.1663, | |
| "step": 6650 | |
| }, | |
| { | |
| "epoch": 2.31, | |
| "learning_rate": 5.744137931034484e-06, | |
| "loss": 0.1733, | |
| "step": 6675 | |
| }, | |
| { | |
| "epoch": 2.32, | |
| "learning_rate": 5.726896551724138e-06, | |
| "loss": 0.1639, | |
| "step": 6700 | |
| }, | |
| { | |
| "epoch": 2.33, | |
| "learning_rate": 5.7096551724137936e-06, | |
| "loss": 0.1704, | |
| "step": 6725 | |
| }, | |
| { | |
| "epoch": 2.34, | |
| "learning_rate": 5.692413793103448e-06, | |
| "loss": 0.1668, | |
| "step": 6750 | |
| }, | |
| { | |
| "epoch": 2.35, | |
| "learning_rate": 5.675172413793104e-06, | |
| "loss": 0.1636, | |
| "step": 6775 | |
| }, | |
| { | |
| "epoch": 2.36, | |
| "learning_rate": 5.657931034482759e-06, | |
| "loss": 0.1598, | |
| "step": 6800 | |
| }, | |
| { | |
| "epoch": 2.36, | |
| "learning_rate": 5.640689655172415e-06, | |
| "loss": 0.171, | |
| "step": 6825 | |
| }, | |
| { | |
| "epoch": 2.37, | |
| "learning_rate": 5.623448275862069e-06, | |
| "loss": 0.1668, | |
| "step": 6850 | |
| }, | |
| { | |
| "epoch": 2.38, | |
| "learning_rate": 5.6062068965517245e-06, | |
| "loss": 0.1716, | |
| "step": 6875 | |
| }, | |
| { | |
| "epoch": 2.39, | |
| "learning_rate": 5.588965517241379e-06, | |
| "loss": 0.1655, | |
| "step": 6900 | |
| }, | |
| { | |
| "epoch": 2.4, | |
| "learning_rate": 5.571724137931035e-06, | |
| "loss": 0.1622, | |
| "step": 6925 | |
| }, | |
| { | |
| "epoch": 2.41, | |
| "learning_rate": 5.554482758620691e-06, | |
| "loss": 0.1629, | |
| "step": 6950 | |
| }, | |
| { | |
| "epoch": 2.42, | |
| "learning_rate": 5.537241379310346e-06, | |
| "loss": 0.1639, | |
| "step": 6975 | |
| }, | |
| { | |
| "epoch": 2.43, | |
| "learning_rate": 5.5200000000000005e-06, | |
| "loss": 0.1626, | |
| "step": 7000 | |
| }, | |
| { | |
| "epoch": 2.43, | |
| "eval_cer": 10.048602881824584, | |
| "eval_loss": 0.23688766360282898, | |
| "eval_runtime": 725.1364, | |
| "eval_samples_per_second": 2.601, | |
| "eval_steps_per_second": 0.081, | |
| "eval_wer": 28.05877212147695, | |
| "step": 7000 | |
| }, | |
| { | |
| "epoch": 2.43, | |
| "learning_rate": 5.502758620689655e-06, | |
| "loss": 0.166, | |
| "step": 7025 | |
| }, | |
| { | |
| "epoch": 2.44, | |
| "learning_rate": 5.485517241379311e-06, | |
| "loss": 0.1691, | |
| "step": 7050 | |
| }, | |
| { | |
| "epoch": 2.45, | |
| "learning_rate": 5.468275862068966e-06, | |
| "loss": 0.1695, | |
| "step": 7075 | |
| }, | |
| { | |
| "epoch": 2.46, | |
| "learning_rate": 5.451034482758622e-06, | |
| "loss": 0.1685, | |
| "step": 7100 | |
| }, | |
| { | |
| "epoch": 2.47, | |
| "learning_rate": 5.433793103448276e-06, | |
| "loss": 0.1694, | |
| "step": 7125 | |
| }, | |
| { | |
| "epoch": 2.48, | |
| "learning_rate": 5.4165517241379314e-06, | |
| "loss": 0.1585, | |
| "step": 7150 | |
| }, | |
| { | |
| "epoch": 2.49, | |
| "learning_rate": 5.399310344827586e-06, | |
| "loss": 0.1686, | |
| "step": 7175 | |
| }, | |
| { | |
| "epoch": 2.49, | |
| "learning_rate": 5.382068965517242e-06, | |
| "loss": 0.1667, | |
| "step": 7200 | |
| }, | |
| { | |
| "epoch": 2.5, | |
| "learning_rate": 5.364827586206897e-06, | |
| "loss": 0.158, | |
| "step": 7225 | |
| }, | |
| { | |
| "epoch": 2.51, | |
| "learning_rate": 5.347586206896553e-06, | |
| "loss": 0.1675, | |
| "step": 7250 | |
| }, | |
| { | |
| "epoch": 2.52, | |
| "learning_rate": 5.330344827586207e-06, | |
| "loss": 0.1614, | |
| "step": 7275 | |
| }, | |
| { | |
| "epoch": 2.53, | |
| "learning_rate": 5.313103448275862e-06, | |
| "loss": 0.1698, | |
| "step": 7300 | |
| }, | |
| { | |
| "epoch": 2.54, | |
| "learning_rate": 5.295862068965517e-06, | |
| "loss": 0.1613, | |
| "step": 7325 | |
| }, | |
| { | |
| "epoch": 2.55, | |
| "learning_rate": 5.278620689655173e-06, | |
| "loss": 0.1631, | |
| "step": 7350 | |
| }, | |
| { | |
| "epoch": 2.56, | |
| "learning_rate": 5.261379310344829e-06, | |
| "loss": 0.1697, | |
| "step": 7375 | |
| }, | |
| { | |
| "epoch": 2.56, | |
| "learning_rate": 5.2441379310344835e-06, | |
| "loss": 0.1645, | |
| "step": 7400 | |
| }, | |
| { | |
| "epoch": 2.57, | |
| "learning_rate": 5.226896551724138e-06, | |
| "loss": 0.1657, | |
| "step": 7425 | |
| }, | |
| { | |
| "epoch": 2.58, | |
| "learning_rate": 5.209655172413793e-06, | |
| "loss": 0.1645, | |
| "step": 7450 | |
| }, | |
| { | |
| "epoch": 2.59, | |
| "learning_rate": 5.192413793103449e-06, | |
| "loss": 0.1638, | |
| "step": 7475 | |
| }, | |
| { | |
| "epoch": 2.6, | |
| "learning_rate": 5.175172413793104e-06, | |
| "loss": 0.162, | |
| "step": 7500 | |
| }, | |
| { | |
| "epoch": 2.61, | |
| "learning_rate": 5.1579310344827596e-06, | |
| "loss": 0.1567, | |
| "step": 7525 | |
| }, | |
| { | |
| "epoch": 2.62, | |
| "learning_rate": 5.140689655172414e-06, | |
| "loss": 0.1619, | |
| "step": 7550 | |
| }, | |
| { | |
| "epoch": 2.62, | |
| "learning_rate": 5.123448275862069e-06, | |
| "loss": 0.1589, | |
| "step": 7575 | |
| }, | |
| { | |
| "epoch": 2.63, | |
| "learning_rate": 5.106206896551724e-06, | |
| "loss": 0.1608, | |
| "step": 7600 | |
| }, | |
| { | |
| "epoch": 2.64, | |
| "learning_rate": 5.08896551724138e-06, | |
| "loss": 0.1623, | |
| "step": 7625 | |
| }, | |
| { | |
| "epoch": 2.65, | |
| "learning_rate": 5.071724137931035e-06, | |
| "loss": 0.1662, | |
| "step": 7650 | |
| }, | |
| { | |
| "epoch": 2.66, | |
| "learning_rate": 5.0544827586206905e-06, | |
| "loss": 0.1609, | |
| "step": 7675 | |
| }, | |
| { | |
| "epoch": 2.67, | |
| "learning_rate": 5.0372413793103445e-06, | |
| "loss": 0.1579, | |
| "step": 7700 | |
| }, | |
| { | |
| "epoch": 2.68, | |
| "learning_rate": 5.02e-06, | |
| "loss": 0.1649, | |
| "step": 7725 | |
| }, | |
| { | |
| "epoch": 2.69, | |
| "learning_rate": 5.002758620689656e-06, | |
| "loss": 0.1604, | |
| "step": 7750 | |
| }, | |
| { | |
| "epoch": 2.69, | |
| "learning_rate": 4.985517241379311e-06, | |
| "loss": 0.1646, | |
| "step": 7775 | |
| }, | |
| { | |
| "epoch": 2.7, | |
| "learning_rate": 4.968275862068966e-06, | |
| "loss": 0.1633, | |
| "step": 7800 | |
| }, | |
| { | |
| "epoch": 2.71, | |
| "learning_rate": 4.951034482758621e-06, | |
| "loss": 0.1611, | |
| "step": 7825 | |
| }, | |
| { | |
| "epoch": 2.72, | |
| "learning_rate": 4.933793103448276e-06, | |
| "loss": 0.1604, | |
| "step": 7850 | |
| }, | |
| { | |
| "epoch": 2.73, | |
| "learning_rate": 4.916551724137931e-06, | |
| "loss": 0.1595, | |
| "step": 7875 | |
| }, | |
| { | |
| "epoch": 2.74, | |
| "learning_rate": 4.899310344827586e-06, | |
| "loss": 0.1556, | |
| "step": 7900 | |
| }, | |
| { | |
| "epoch": 2.75, | |
| "learning_rate": 4.882068965517242e-06, | |
| "loss": 0.1658, | |
| "step": 7925 | |
| }, | |
| { | |
| "epoch": 2.75, | |
| "learning_rate": 4.8648275862068974e-06, | |
| "loss": 0.1618, | |
| "step": 7950 | |
| }, | |
| { | |
| "epoch": 2.76, | |
| "learning_rate": 4.847586206896552e-06, | |
| "loss": 0.1589, | |
| "step": 7975 | |
| }, | |
| { | |
| "epoch": 2.77, | |
| "learning_rate": 4.830344827586207e-06, | |
| "loss": 0.1588, | |
| "step": 8000 | |
| }, | |
| { | |
| "epoch": 2.77, | |
| "eval_cer": 9.681934497741597, | |
| "eval_loss": 0.2320903092622757, | |
| "eval_runtime": 725.3496, | |
| "eval_samples_per_second": 2.6, | |
| "eval_steps_per_second": 0.081, | |
| "eval_wer": 27.23399606729299, | |
| "step": 8000 | |
| }, | |
| { | |
| "epoch": 2.78, | |
| "learning_rate": 4.813103448275863e-06, | |
| "loss": 0.1632, | |
| "step": 8025 | |
| }, | |
| { | |
| "epoch": 2.79, | |
| "learning_rate": 4.795862068965518e-06, | |
| "loss": 0.157, | |
| "step": 8050 | |
| }, | |
| { | |
| "epoch": 2.8, | |
| "learning_rate": 4.778620689655173e-06, | |
| "loss": 0.1617, | |
| "step": 8075 | |
| }, | |
| { | |
| "epoch": 2.81, | |
| "learning_rate": 4.761379310344828e-06, | |
| "loss": 0.1652, | |
| "step": 8100 | |
| }, | |
| { | |
| "epoch": 2.82, | |
| "learning_rate": 4.744137931034483e-06, | |
| "loss": 0.1524, | |
| "step": 8125 | |
| }, | |
| { | |
| "epoch": 2.82, | |
| "learning_rate": 4.726896551724138e-06, | |
| "loss": 0.1547, | |
| "step": 8150 | |
| }, | |
| { | |
| "epoch": 2.83, | |
| "learning_rate": 4.709655172413794e-06, | |
| "loss": 0.1644, | |
| "step": 8175 | |
| }, | |
| { | |
| "epoch": 2.84, | |
| "learning_rate": 4.692413793103449e-06, | |
| "loss": 0.162, | |
| "step": 8200 | |
| }, | |
| { | |
| "epoch": 2.85, | |
| "learning_rate": 4.6751724137931035e-06, | |
| "loss": 0.1707, | |
| "step": 8225 | |
| }, | |
| { | |
| "epoch": 2.86, | |
| "learning_rate": 4.657931034482759e-06, | |
| "loss": 0.1657, | |
| "step": 8250 | |
| }, | |
| { | |
| "epoch": 2.87, | |
| "learning_rate": 4.640689655172414e-06, | |
| "loss": 0.1638, | |
| "step": 8275 | |
| }, | |
| { | |
| "epoch": 2.88, | |
| "learning_rate": 4.623448275862069e-06, | |
| "loss": 0.1583, | |
| "step": 8300 | |
| }, | |
| { | |
| "epoch": 2.88, | |
| "learning_rate": 4.606206896551724e-06, | |
| "loss": 0.1571, | |
| "step": 8325 | |
| }, | |
| { | |
| "epoch": 2.89, | |
| "learning_rate": 4.58896551724138e-06, | |
| "loss": 0.1578, | |
| "step": 8350 | |
| }, | |
| { | |
| "epoch": 2.9, | |
| "learning_rate": 4.571724137931035e-06, | |
| "loss": 0.1704, | |
| "step": 8375 | |
| }, | |
| { | |
| "epoch": 2.91, | |
| "learning_rate": 4.55448275862069e-06, | |
| "loss": 0.1651, | |
| "step": 8400 | |
| }, | |
| { | |
| "epoch": 2.92, | |
| "learning_rate": 4.537241379310345e-06, | |
| "loss": 0.1592, | |
| "step": 8425 | |
| }, | |
| { | |
| "epoch": 2.93, | |
| "learning_rate": 4.520000000000001e-06, | |
| "loss": 0.1527, | |
| "step": 8450 | |
| }, | |
| { | |
| "epoch": 2.94, | |
| "learning_rate": 4.502758620689656e-06, | |
| "loss": 0.1601, | |
| "step": 8475 | |
| }, | |
| { | |
| "epoch": 2.95, | |
| "learning_rate": 4.4855172413793105e-06, | |
| "loss": 0.1584, | |
| "step": 8500 | |
| }, | |
| { | |
| "epoch": 2.95, | |
| "learning_rate": 4.468275862068966e-06, | |
| "loss": 0.1627, | |
| "step": 8525 | |
| }, | |
| { | |
| "epoch": 2.96, | |
| "learning_rate": 4.451034482758621e-06, | |
| "loss": 0.1588, | |
| "step": 8550 | |
| }, | |
| { | |
| "epoch": 2.97, | |
| "learning_rate": 4.433793103448276e-06, | |
| "loss": 0.1628, | |
| "step": 8575 | |
| }, | |
| { | |
| "epoch": 2.98, | |
| "learning_rate": 4.416551724137932e-06, | |
| "loss": 0.1599, | |
| "step": 8600 | |
| }, | |
| { | |
| "epoch": 2.99, | |
| "learning_rate": 4.3993103448275866e-06, | |
| "loss": 0.1626, | |
| "step": 8625 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "learning_rate": 4.3820689655172414e-06, | |
| "loss": 0.1591, | |
| "step": 8650 | |
| }, | |
| { | |
| "epoch": 3.01, | |
| "learning_rate": 4.364827586206897e-06, | |
| "loss": 0.1473, | |
| "step": 8675 | |
| }, | |
| { | |
| "epoch": 3.01, | |
| "learning_rate": 4.347586206896552e-06, | |
| "loss": 0.1287, | |
| "step": 8700 | |
| }, | |
| { | |
| "epoch": 3.02, | |
| "learning_rate": 4.330344827586207e-06, | |
| "loss": 0.129, | |
| "step": 8725 | |
| }, | |
| { | |
| "epoch": 3.03, | |
| "learning_rate": 4.313103448275863e-06, | |
| "loss": 0.1339, | |
| "step": 8750 | |
| }, | |
| { | |
| "epoch": 3.04, | |
| "learning_rate": 4.2958620689655175e-06, | |
| "loss": 0.1287, | |
| "step": 8775 | |
| }, | |
| { | |
| "epoch": 3.05, | |
| "learning_rate": 4.278620689655173e-06, | |
| "loss": 0.1326, | |
| "step": 8800 | |
| }, | |
| { | |
| "epoch": 3.06, | |
| "learning_rate": 4.261379310344828e-06, | |
| "loss": 0.1284, | |
| "step": 8825 | |
| }, | |
| { | |
| "epoch": 3.07, | |
| "learning_rate": 4.244137931034483e-06, | |
| "loss": 0.1244, | |
| "step": 8850 | |
| }, | |
| { | |
| "epoch": 3.08, | |
| "learning_rate": 4.226896551724139e-06, | |
| "loss": 0.1198, | |
| "step": 8875 | |
| }, | |
| { | |
| "epoch": 3.08, | |
| "learning_rate": 4.2096551724137935e-06, | |
| "loss": 0.134, | |
| "step": 8900 | |
| }, | |
| { | |
| "epoch": 3.09, | |
| "learning_rate": 4.192413793103448e-06, | |
| "loss": 0.1323, | |
| "step": 8925 | |
| }, | |
| { | |
| "epoch": 3.1, | |
| "learning_rate": 4.175172413793104e-06, | |
| "loss": 0.1315, | |
| "step": 8950 | |
| }, | |
| { | |
| "epoch": 3.11, | |
| "learning_rate": 4.157931034482759e-06, | |
| "loss": 0.1248, | |
| "step": 8975 | |
| }, | |
| { | |
| "epoch": 3.12, | |
| "learning_rate": 4.140689655172414e-06, | |
| "loss": 0.1271, | |
| "step": 9000 | |
| }, | |
| { | |
| "epoch": 3.12, | |
| "eval_cer": 9.557421814622083, | |
| "eval_loss": 0.23485350608825684, | |
| "eval_runtime": 723.0189, | |
| "eval_samples_per_second": 2.609, | |
| "eval_steps_per_second": 0.082, | |
| "eval_wer": 26.84072536596024, | |
| "step": 9000 | |
| }, | |
| { | |
| "epoch": 3.13, | |
| "learning_rate": 4.1234482758620696e-06, | |
| "loss": 0.1291, | |
| "step": 9025 | |
| }, | |
| { | |
| "epoch": 3.14, | |
| "learning_rate": 4.1062068965517244e-06, | |
| "loss": 0.1324, | |
| "step": 9050 | |
| }, | |
| { | |
| "epoch": 3.14, | |
| "learning_rate": 4.088965517241379e-06, | |
| "loss": 0.1294, | |
| "step": 9075 | |
| }, | |
| { | |
| "epoch": 3.15, | |
| "learning_rate": 4.071724137931035e-06, | |
| "loss": 0.1334, | |
| "step": 9100 | |
| }, | |
| { | |
| "epoch": 3.16, | |
| "learning_rate": 4.05448275862069e-06, | |
| "loss": 0.1325, | |
| "step": 9125 | |
| }, | |
| { | |
| "epoch": 3.17, | |
| "learning_rate": 4.037241379310346e-06, | |
| "loss": 0.1343, | |
| "step": 9150 | |
| }, | |
| { | |
| "epoch": 3.18, | |
| "learning_rate": 4.0200000000000005e-06, | |
| "loss": 0.1313, | |
| "step": 9175 | |
| }, | |
| { | |
| "epoch": 3.19, | |
| "learning_rate": 4.002758620689655e-06, | |
| "loss": 0.1331, | |
| "step": 9200 | |
| }, | |
| { | |
| "epoch": 3.2, | |
| "learning_rate": 3.985517241379311e-06, | |
| "loss": 0.135, | |
| "step": 9225 | |
| }, | |
| { | |
| "epoch": 3.21, | |
| "learning_rate": 3.968275862068966e-06, | |
| "loss": 0.1359, | |
| "step": 9250 | |
| }, | |
| { | |
| "epoch": 3.21, | |
| "learning_rate": 3.951034482758621e-06, | |
| "loss": 0.13, | |
| "step": 9275 | |
| }, | |
| { | |
| "epoch": 3.22, | |
| "learning_rate": 3.9337931034482765e-06, | |
| "loss": 0.1335, | |
| "step": 9300 | |
| }, | |
| { | |
| "epoch": 3.23, | |
| "learning_rate": 3.916551724137931e-06, | |
| "loss": 0.1269, | |
| "step": 9325 | |
| }, | |
| { | |
| "epoch": 3.24, | |
| "learning_rate": 3.899310344827586e-06, | |
| "loss": 0.1296, | |
| "step": 9350 | |
| }, | |
| { | |
| "epoch": 3.25, | |
| "learning_rate": 3.882068965517242e-06, | |
| "loss": 0.1247, | |
| "step": 9375 | |
| }, | |
| { | |
| "epoch": 3.26, | |
| "learning_rate": 3.864827586206897e-06, | |
| "loss": 0.1249, | |
| "step": 9400 | |
| }, | |
| { | |
| "epoch": 3.27, | |
| "learning_rate": 3.847586206896552e-06, | |
| "loss": 0.1332, | |
| "step": 9425 | |
| }, | |
| { | |
| "epoch": 3.27, | |
| "learning_rate": 3.8303448275862074e-06, | |
| "loss": 0.1297, | |
| "step": 9450 | |
| }, | |
| { | |
| "epoch": 3.28, | |
| "learning_rate": 3.8131034482758623e-06, | |
| "loss": 0.1358, | |
| "step": 9475 | |
| }, | |
| { | |
| "epoch": 3.29, | |
| "learning_rate": 3.795862068965517e-06, | |
| "loss": 0.1275, | |
| "step": 9500 | |
| }, | |
| { | |
| "epoch": 3.3, | |
| "learning_rate": 3.7786206896551725e-06, | |
| "loss": 0.1374, | |
| "step": 9525 | |
| }, | |
| { | |
| "epoch": 3.31, | |
| "learning_rate": 3.7613793103448278e-06, | |
| "loss": 0.143, | |
| "step": 9550 | |
| }, | |
| { | |
| "epoch": 3.32, | |
| "learning_rate": 3.7441379310344835e-06, | |
| "loss": 0.1259, | |
| "step": 9575 | |
| }, | |
| { | |
| "epoch": 3.33, | |
| "learning_rate": 3.7268965517241383e-06, | |
| "loss": 0.1267, | |
| "step": 9600 | |
| }, | |
| { | |
| "epoch": 3.34, | |
| "learning_rate": 3.7096551724137936e-06, | |
| "loss": 0.1352, | |
| "step": 9625 | |
| }, | |
| { | |
| "epoch": 3.34, | |
| "learning_rate": 3.6924137931034485e-06, | |
| "loss": 0.1419, | |
| "step": 9650 | |
| }, | |
| { | |
| "epoch": 3.35, | |
| "learning_rate": 3.675172413793104e-06, | |
| "loss": 0.1292, | |
| "step": 9675 | |
| }, | |
| { | |
| "epoch": 3.36, | |
| "learning_rate": 3.657931034482759e-06, | |
| "loss": 0.1289, | |
| "step": 9700 | |
| }, | |
| { | |
| "epoch": 3.37, | |
| "learning_rate": 3.640689655172414e-06, | |
| "loss": 0.13, | |
| "step": 9725 | |
| }, | |
| { | |
| "epoch": 3.38, | |
| "learning_rate": 3.6234482758620693e-06, | |
| "loss": 0.1299, | |
| "step": 9750 | |
| }, | |
| { | |
| "epoch": 3.39, | |
| "learning_rate": 3.6062068965517246e-06, | |
| "loss": 0.1378, | |
| "step": 9775 | |
| }, | |
| { | |
| "epoch": 3.4, | |
| "learning_rate": 3.5889655172413794e-06, | |
| "loss": 0.1326, | |
| "step": 9800 | |
| }, | |
| { | |
| "epoch": 3.4, | |
| "learning_rate": 3.5717241379310347e-06, | |
| "loss": 0.1339, | |
| "step": 9825 | |
| }, | |
| { | |
| "epoch": 3.41, | |
| "learning_rate": 3.55448275862069e-06, | |
| "loss": 0.1299, | |
| "step": 9850 | |
| }, | |
| { | |
| "epoch": 3.42, | |
| "learning_rate": 3.537241379310345e-06, | |
| "loss": 0.131, | |
| "step": 9875 | |
| }, | |
| { | |
| "epoch": 3.43, | |
| "learning_rate": 3.52e-06, | |
| "loss": 0.133, | |
| "step": 9900 | |
| }, | |
| { | |
| "epoch": 3.44, | |
| "learning_rate": 3.502758620689655e-06, | |
| "loss": 0.1278, | |
| "step": 9925 | |
| }, | |
| { | |
| "epoch": 3.45, | |
| "learning_rate": 3.4855172413793103e-06, | |
| "loss": 0.137, | |
| "step": 9950 | |
| }, | |
| { | |
| "epoch": 3.46, | |
| "learning_rate": 3.468275862068966e-06, | |
| "loss": 0.1299, | |
| "step": 9975 | |
| }, | |
| { | |
| "epoch": 3.47, | |
| "learning_rate": 3.4510344827586214e-06, | |
| "loss": 0.1263, | |
| "step": 10000 | |
| }, | |
| { | |
| "epoch": 3.47, | |
| "eval_cer": 9.651879712161024, | |
| "eval_loss": 0.2355508804321289, | |
| "eval_runtime": 724.1513, | |
| "eval_samples_per_second": 2.604, | |
| "eval_steps_per_second": 0.081, | |
| "eval_wer": 27.162988857330127, | |
| "step": 10000 | |
| }, | |
| { | |
| "epoch": 3.47, | |
| "learning_rate": 3.4337931034482762e-06, | |
| "loss": 0.1355, | |
| "step": 10025 | |
| }, | |
| { | |
| "epoch": 3.48, | |
| "learning_rate": 3.4165517241379315e-06, | |
| "loss": 0.1272, | |
| "step": 10050 | |
| }, | |
| { | |
| "epoch": 3.49, | |
| "learning_rate": 3.3993103448275864e-06, | |
| "loss": 0.1357, | |
| "step": 10075 | |
| }, | |
| { | |
| "epoch": 3.5, | |
| "learning_rate": 3.3820689655172417e-06, | |
| "loss": 0.1312, | |
| "step": 10100 | |
| }, | |
| { | |
| "epoch": 3.51, | |
| "learning_rate": 3.364827586206897e-06, | |
| "loss": 0.1263, | |
| "step": 10125 | |
| }, | |
| { | |
| "epoch": 3.52, | |
| "learning_rate": 3.347586206896552e-06, | |
| "loss": 0.1307, | |
| "step": 10150 | |
| }, | |
| { | |
| "epoch": 3.53, | |
| "learning_rate": 3.330344827586207e-06, | |
| "loss": 0.1271, | |
| "step": 10175 | |
| }, | |
| { | |
| "epoch": 3.53, | |
| "learning_rate": 3.3131034482758624e-06, | |
| "loss": 0.1275, | |
| "step": 10200 | |
| }, | |
| { | |
| "epoch": 3.54, | |
| "learning_rate": 3.2958620689655173e-06, | |
| "loss": 0.1233, | |
| "step": 10225 | |
| }, | |
| { | |
| "epoch": 3.55, | |
| "learning_rate": 3.2786206896551726e-06, | |
| "loss": 0.13, | |
| "step": 10250 | |
| }, | |
| { | |
| "epoch": 3.56, | |
| "learning_rate": 3.261379310344828e-06, | |
| "loss": 0.1323, | |
| "step": 10275 | |
| }, | |
| { | |
| "epoch": 3.57, | |
| "learning_rate": 3.2441379310344828e-06, | |
| "loss": 0.1274, | |
| "step": 10300 | |
| }, | |
| { | |
| "epoch": 3.58, | |
| "learning_rate": 3.226896551724138e-06, | |
| "loss": 0.1331, | |
| "step": 10325 | |
| }, | |
| { | |
| "epoch": 3.59, | |
| "learning_rate": 3.209655172413793e-06, | |
| "loss": 0.1272, | |
| "step": 10350 | |
| }, | |
| { | |
| "epoch": 3.59, | |
| "learning_rate": 3.1924137931034486e-06, | |
| "loss": 0.1338, | |
| "step": 10375 | |
| }, | |
| { | |
| "epoch": 3.6, | |
| "learning_rate": 3.175172413793104e-06, | |
| "loss": 0.1242, | |
| "step": 10400 | |
| }, | |
| { | |
| "epoch": 3.61, | |
| "learning_rate": 3.1579310344827592e-06, | |
| "loss": 0.1313, | |
| "step": 10425 | |
| }, | |
| { | |
| "epoch": 3.62, | |
| "learning_rate": 3.140689655172414e-06, | |
| "loss": 0.1259, | |
| "step": 10450 | |
| }, | |
| { | |
| "epoch": 3.63, | |
| "learning_rate": 3.1234482758620694e-06, | |
| "loss": 0.1262, | |
| "step": 10475 | |
| }, | |
| { | |
| "epoch": 3.64, | |
| "learning_rate": 3.1068965517241384e-06, | |
| "loss": 0.1347, | |
| "step": 10500 | |
| }, | |
| { | |
| "epoch": 3.65, | |
| "learning_rate": 3.0896551724137937e-06, | |
| "loss": 0.1334, | |
| "step": 10525 | |
| }, | |
| { | |
| "epoch": 3.66, | |
| "learning_rate": 3.0724137931034485e-06, | |
| "loss": 0.1258, | |
| "step": 10550 | |
| }, | |
| { | |
| "epoch": 3.66, | |
| "learning_rate": 3.055172413793104e-06, | |
| "loss": 0.1338, | |
| "step": 10575 | |
| }, | |
| { | |
| "epoch": 3.67, | |
| "learning_rate": 3.037931034482759e-06, | |
| "loss": 0.1279, | |
| "step": 10600 | |
| }, | |
| { | |
| "epoch": 3.68, | |
| "learning_rate": 3.020689655172414e-06, | |
| "loss": 0.1248, | |
| "step": 10625 | |
| }, | |
| { | |
| "epoch": 3.69, | |
| "learning_rate": 3.0034482758620693e-06, | |
| "loss": 0.1341, | |
| "step": 10650 | |
| }, | |
| { | |
| "epoch": 3.7, | |
| "learning_rate": 2.9862068965517246e-06, | |
| "loss": 0.1296, | |
| "step": 10675 | |
| }, | |
| { | |
| "epoch": 3.71, | |
| "learning_rate": 2.9689655172413794e-06, | |
| "loss": 0.1291, | |
| "step": 10700 | |
| }, | |
| { | |
| "epoch": 3.72, | |
| "learning_rate": 2.9517241379310347e-06, | |
| "loss": 0.1327, | |
| "step": 10725 | |
| }, | |
| { | |
| "epoch": 3.72, | |
| "learning_rate": 2.9344827586206896e-06, | |
| "loss": 0.1295, | |
| "step": 10750 | |
| }, | |
| { | |
| "epoch": 3.73, | |
| "learning_rate": 2.917241379310345e-06, | |
| "loss": 0.1351, | |
| "step": 10775 | |
| }, | |
| { | |
| "epoch": 3.74, | |
| "learning_rate": 2.9e-06, | |
| "loss": 0.1246, | |
| "step": 10800 | |
| }, | |
| { | |
| "epoch": 3.75, | |
| "learning_rate": 2.882758620689655e-06, | |
| "loss": 0.1282, | |
| "step": 10825 | |
| }, | |
| { | |
| "epoch": 3.76, | |
| "learning_rate": 2.8655172413793104e-06, | |
| "loss": 0.1241, | |
| "step": 10850 | |
| }, | |
| { | |
| "epoch": 3.77, | |
| "learning_rate": 2.848275862068966e-06, | |
| "loss": 0.1247, | |
| "step": 10875 | |
| }, | |
| { | |
| "epoch": 3.78, | |
| "learning_rate": 2.831034482758621e-06, | |
| "loss": 0.132, | |
| "step": 10900 | |
| }, | |
| { | |
| "epoch": 3.79, | |
| "learning_rate": 2.8137931034482762e-06, | |
| "loss": 0.1192, | |
| "step": 10925 | |
| }, | |
| { | |
| "epoch": 3.79, | |
| "learning_rate": 2.7965517241379315e-06, | |
| "loss": 0.1295, | |
| "step": 10950 | |
| }, | |
| { | |
| "epoch": 3.8, | |
| "learning_rate": 2.7793103448275864e-06, | |
| "loss": 0.127, | |
| "step": 10975 | |
| }, | |
| { | |
| "epoch": 3.81, | |
| "learning_rate": 2.7620689655172417e-06, | |
| "loss": 0.1314, | |
| "step": 11000 | |
| }, | |
| { | |
| "epoch": 3.81, | |
| "eval_cer": 9.427756882545898, | |
| "eval_loss": 0.2339998185634613, | |
| "eval_runtime": 719.7681, | |
| "eval_samples_per_second": 2.62, | |
| "eval_steps_per_second": 0.082, | |
| "eval_wer": 26.5566965261088, | |
| "step": 11000 | |
| }, | |
| { | |
| "epoch": 3.82, | |
| "learning_rate": 2.744827586206897e-06, | |
| "loss": 0.1256, | |
| "step": 11025 | |
| }, | |
| { | |
| "epoch": 3.83, | |
| "learning_rate": 2.727586206896552e-06, | |
| "loss": 0.1311, | |
| "step": 11050 | |
| }, | |
| { | |
| "epoch": 3.84, | |
| "learning_rate": 2.710344827586207e-06, | |
| "loss": 0.1216, | |
| "step": 11075 | |
| }, | |
| { | |
| "epoch": 3.85, | |
| "learning_rate": 2.6931034482758624e-06, | |
| "loss": 0.1311, | |
| "step": 11100 | |
| }, | |
| { | |
| "epoch": 3.85, | |
| "learning_rate": 2.6758620689655173e-06, | |
| "loss": 0.1337, | |
| "step": 11125 | |
| }, | |
| { | |
| "epoch": 3.86, | |
| "learning_rate": 2.6586206896551726e-06, | |
| "loss": 0.1293, | |
| "step": 11150 | |
| }, | |
| { | |
| "epoch": 3.87, | |
| "learning_rate": 2.6413793103448275e-06, | |
| "loss": 0.1262, | |
| "step": 11175 | |
| }, | |
| { | |
| "epoch": 3.88, | |
| "learning_rate": 2.6241379310344828e-06, | |
| "loss": 0.1348, | |
| "step": 11200 | |
| }, | |
| { | |
| "epoch": 3.89, | |
| "learning_rate": 2.606896551724138e-06, | |
| "loss": 0.1307, | |
| "step": 11225 | |
| }, | |
| { | |
| "epoch": 3.9, | |
| "learning_rate": 2.589655172413793e-06, | |
| "loss": 0.131, | |
| "step": 11250 | |
| }, | |
| { | |
| "epoch": 3.91, | |
| "learning_rate": 2.5724137931034486e-06, | |
| "loss": 0.1343, | |
| "step": 11275 | |
| }, | |
| { | |
| "epoch": 3.92, | |
| "learning_rate": 2.555172413793104e-06, | |
| "loss": 0.1303, | |
| "step": 11300 | |
| }, | |
| { | |
| "epoch": 3.92, | |
| "learning_rate": 2.537931034482759e-06, | |
| "loss": 0.1397, | |
| "step": 11325 | |
| }, | |
| { | |
| "epoch": 3.93, | |
| "learning_rate": 2.520689655172414e-06, | |
| "loss": 0.1341, | |
| "step": 11350 | |
| }, | |
| { | |
| "epoch": 3.94, | |
| "learning_rate": 2.5034482758620694e-06, | |
| "loss": 0.1336, | |
| "step": 11375 | |
| }, | |
| { | |
| "epoch": 3.95, | |
| "learning_rate": 2.4862068965517243e-06, | |
| "loss": 0.133, | |
| "step": 11400 | |
| }, | |
| { | |
| "epoch": 3.96, | |
| "learning_rate": 2.4689655172413796e-06, | |
| "loss": 0.1305, | |
| "step": 11425 | |
| }, | |
| { | |
| "epoch": 3.97, | |
| "learning_rate": 2.451724137931035e-06, | |
| "loss": 0.1297, | |
| "step": 11450 | |
| }, | |
| { | |
| "epoch": 3.98, | |
| "learning_rate": 2.4344827586206897e-06, | |
| "loss": 0.1267, | |
| "step": 11475 | |
| }, | |
| { | |
| "epoch": 3.98, | |
| "learning_rate": 2.417241379310345e-06, | |
| "loss": 0.1281, | |
| "step": 11500 | |
| }, | |
| { | |
| "epoch": 3.99, | |
| "learning_rate": 2.4000000000000003e-06, | |
| "loss": 0.1252, | |
| "step": 11525 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "learning_rate": 2.382758620689655e-06, | |
| "loss": 0.1225, | |
| "step": 11550 | |
| }, | |
| { | |
| "epoch": 4.01, | |
| "learning_rate": 2.3655172413793105e-06, | |
| "loss": 0.1077, | |
| "step": 11575 | |
| }, | |
| { | |
| "epoch": 4.02, | |
| "learning_rate": 2.3482758620689658e-06, | |
| "loss": 0.1032, | |
| "step": 11600 | |
| }, | |
| { | |
| "epoch": 4.03, | |
| "learning_rate": 2.331034482758621e-06, | |
| "loss": 0.1026, | |
| "step": 11625 | |
| }, | |
| { | |
| "epoch": 4.04, | |
| "learning_rate": 2.313793103448276e-06, | |
| "loss": 0.105, | |
| "step": 11650 | |
| }, | |
| { | |
| "epoch": 4.05, | |
| "learning_rate": 2.2965517241379312e-06, | |
| "loss": 0.1035, | |
| "step": 11675 | |
| }, | |
| { | |
| "epoch": 4.05, | |
| "learning_rate": 2.2793103448275865e-06, | |
| "loss": 0.1058, | |
| "step": 11700 | |
| }, | |
| { | |
| "epoch": 4.06, | |
| "learning_rate": 2.2620689655172414e-06, | |
| "loss": 0.1063, | |
| "step": 11725 | |
| }, | |
| { | |
| "epoch": 4.07, | |
| "learning_rate": 2.2448275862068967e-06, | |
| "loss": 0.1079, | |
| "step": 11750 | |
| }, | |
| { | |
| "epoch": 4.08, | |
| "learning_rate": 2.227586206896552e-06, | |
| "loss": 0.1039, | |
| "step": 11775 | |
| }, | |
| { | |
| "epoch": 4.09, | |
| "learning_rate": 2.2103448275862073e-06, | |
| "loss": 0.1052, | |
| "step": 11800 | |
| }, | |
| { | |
| "epoch": 4.1, | |
| "learning_rate": 2.193103448275862e-06, | |
| "loss": 0.1087, | |
| "step": 11825 | |
| }, | |
| { | |
| "epoch": 4.11, | |
| "learning_rate": 2.1758620689655174e-06, | |
| "loss": 0.1102, | |
| "step": 11850 | |
| }, | |
| { | |
| "epoch": 4.11, | |
| "learning_rate": 2.1586206896551727e-06, | |
| "loss": 0.1053, | |
| "step": 11875 | |
| }, | |
| { | |
| "epoch": 4.12, | |
| "learning_rate": 2.1413793103448276e-06, | |
| "loss": 0.1098, | |
| "step": 11900 | |
| }, | |
| { | |
| "epoch": 4.13, | |
| "learning_rate": 2.124137931034483e-06, | |
| "loss": 0.1047, | |
| "step": 11925 | |
| }, | |
| { | |
| "epoch": 4.14, | |
| "learning_rate": 2.106896551724138e-06, | |
| "loss": 0.1063, | |
| "step": 11950 | |
| }, | |
| { | |
| "epoch": 4.15, | |
| "learning_rate": 2.0896551724137935e-06, | |
| "loss": 0.1134, | |
| "step": 11975 | |
| }, | |
| { | |
| "epoch": 4.16, | |
| "learning_rate": 2.0724137931034484e-06, | |
| "loss": 0.1062, | |
| "step": 12000 | |
| }, | |
| { | |
| "epoch": 4.16, | |
| "eval_cer": 9.516203822968725, | |
| "eval_loss": 0.23904471099376678, | |
| "eval_runtime": 723.1604, | |
| "eval_samples_per_second": 2.608, | |
| "eval_steps_per_second": 0.082, | |
| "eval_wer": 26.633165829145728, | |
| "step": 12000 | |
| }, | |
| { | |
| "epoch": 4.17, | |
| "learning_rate": 2.0551724137931036e-06, | |
| "loss": 0.1107, | |
| "step": 12025 | |
| }, | |
| { | |
| "epoch": 4.18, | |
| "learning_rate": 2.037931034482759e-06, | |
| "loss": 0.1055, | |
| "step": 12050 | |
| }, | |
| { | |
| "epoch": 4.18, | |
| "learning_rate": 2.020689655172414e-06, | |
| "loss": 0.1064, | |
| "step": 12075 | |
| }, | |
| { | |
| "epoch": 4.19, | |
| "learning_rate": 2.003448275862069e-06, | |
| "loss": 0.11, | |
| "step": 12100 | |
| }, | |
| { | |
| "epoch": 4.2, | |
| "learning_rate": 1.9862068965517244e-06, | |
| "loss": 0.102, | |
| "step": 12125 | |
| }, | |
| { | |
| "epoch": 4.21, | |
| "learning_rate": 1.9689655172413793e-06, | |
| "loss": 0.1046, | |
| "step": 12150 | |
| }, | |
| { | |
| "epoch": 4.22, | |
| "learning_rate": 1.9517241379310346e-06, | |
| "loss": 0.1057, | |
| "step": 12175 | |
| }, | |
| { | |
| "epoch": 4.23, | |
| "learning_rate": 1.93448275862069e-06, | |
| "loss": 0.1101, | |
| "step": 12200 | |
| }, | |
| { | |
| "epoch": 4.24, | |
| "learning_rate": 1.917241379310345e-06, | |
| "loss": 0.1097, | |
| "step": 12225 | |
| }, | |
| { | |
| "epoch": 4.24, | |
| "learning_rate": 1.9000000000000002e-06, | |
| "loss": 0.1064, | |
| "step": 12250 | |
| }, | |
| { | |
| "epoch": 4.25, | |
| "learning_rate": 1.8827586206896553e-06, | |
| "loss": 0.1071, | |
| "step": 12275 | |
| }, | |
| { | |
| "epoch": 4.26, | |
| "learning_rate": 1.8655172413793104e-06, | |
| "loss": 0.1057, | |
| "step": 12300 | |
| }, | |
| { | |
| "epoch": 4.27, | |
| "learning_rate": 1.8482758620689657e-06, | |
| "loss": 0.104, | |
| "step": 12325 | |
| }, | |
| { | |
| "epoch": 4.28, | |
| "learning_rate": 1.8310344827586208e-06, | |
| "loss": 0.1044, | |
| "step": 12350 | |
| }, | |
| { | |
| "epoch": 4.29, | |
| "learning_rate": 1.813793103448276e-06, | |
| "loss": 0.106, | |
| "step": 12375 | |
| }, | |
| { | |
| "epoch": 4.3, | |
| "learning_rate": 1.7965517241379314e-06, | |
| "loss": 0.1069, | |
| "step": 12400 | |
| }, | |
| { | |
| "epoch": 4.31, | |
| "learning_rate": 1.7793103448275864e-06, | |
| "loss": 0.1086, | |
| "step": 12425 | |
| }, | |
| { | |
| "epoch": 4.31, | |
| "learning_rate": 1.7620689655172415e-06, | |
| "loss": 0.1131, | |
| "step": 12450 | |
| }, | |
| { | |
| "epoch": 4.32, | |
| "learning_rate": 1.7448275862068966e-06, | |
| "loss": 0.1035, | |
| "step": 12475 | |
| }, | |
| { | |
| "epoch": 4.33, | |
| "learning_rate": 1.727586206896552e-06, | |
| "loss": 0.1091, | |
| "step": 12500 | |
| }, | |
| { | |
| "epoch": 4.34, | |
| "learning_rate": 1.710344827586207e-06, | |
| "loss": 0.1063, | |
| "step": 12525 | |
| }, | |
| { | |
| "epoch": 4.35, | |
| "learning_rate": 1.693103448275862e-06, | |
| "loss": 0.1028, | |
| "step": 12550 | |
| }, | |
| { | |
| "epoch": 4.36, | |
| "learning_rate": 1.6758620689655176e-06, | |
| "loss": 0.0989, | |
| "step": 12575 | |
| }, | |
| { | |
| "epoch": 4.37, | |
| "learning_rate": 1.6586206896551726e-06, | |
| "loss": 0.1048, | |
| "step": 12600 | |
| }, | |
| { | |
| "epoch": 4.37, | |
| "learning_rate": 1.6413793103448277e-06, | |
| "loss": 0.109, | |
| "step": 12625 | |
| }, | |
| { | |
| "epoch": 4.38, | |
| "learning_rate": 1.6241379310344828e-06, | |
| "loss": 0.1084, | |
| "step": 12650 | |
| }, | |
| { | |
| "epoch": 4.39, | |
| "learning_rate": 1.6068965517241381e-06, | |
| "loss": 0.1056, | |
| "step": 12675 | |
| }, | |
| { | |
| "epoch": 4.4, | |
| "learning_rate": 1.5896551724137932e-06, | |
| "loss": 0.1017, | |
| "step": 12700 | |
| }, | |
| { | |
| "epoch": 4.41, | |
| "learning_rate": 1.5724137931034483e-06, | |
| "loss": 0.1036, | |
| "step": 12725 | |
| }, | |
| { | |
| "epoch": 4.42, | |
| "learning_rate": 1.5551724137931036e-06, | |
| "loss": 0.1142, | |
| "step": 12750 | |
| }, | |
| { | |
| "epoch": 4.43, | |
| "learning_rate": 1.5386206896551725e-06, | |
| "loss": 0.1141, | |
| "step": 12775 | |
| }, | |
| { | |
| "epoch": 4.44, | |
| "learning_rate": 1.5213793103448276e-06, | |
| "loss": 0.1064, | |
| "step": 12800 | |
| }, | |
| { | |
| "epoch": 4.44, | |
| "learning_rate": 1.504137931034483e-06, | |
| "loss": 0.1019, | |
| "step": 12825 | |
| }, | |
| { | |
| "epoch": 4.45, | |
| "learning_rate": 1.486896551724138e-06, | |
| "loss": 0.1052, | |
| "step": 12850 | |
| }, | |
| { | |
| "epoch": 4.46, | |
| "learning_rate": 1.4696551724137933e-06, | |
| "loss": 0.107, | |
| "step": 12875 | |
| }, | |
| { | |
| "epoch": 4.47, | |
| "learning_rate": 1.4524137931034486e-06, | |
| "loss": 0.1069, | |
| "step": 12900 | |
| }, | |
| { | |
| "epoch": 4.48, | |
| "learning_rate": 1.4351724137931037e-06, | |
| "loss": 0.1105, | |
| "step": 12925 | |
| }, | |
| { | |
| "epoch": 4.49, | |
| "learning_rate": 1.4179310344827587e-06, | |
| "loss": 0.1057, | |
| "step": 12950 | |
| }, | |
| { | |
| "epoch": 4.5, | |
| "learning_rate": 1.4006896551724138e-06, | |
| "loss": 0.108, | |
| "step": 12975 | |
| }, | |
| { | |
| "epoch": 4.5, | |
| "learning_rate": 1.3834482758620691e-06, | |
| "loss": 0.1081, | |
| "step": 13000 | |
| }, | |
| { | |
| "epoch": 4.5, | |
| "eval_cer": 9.508475449533721, | |
| "eval_loss": 0.2397749125957489, | |
| "eval_runtime": 725.5304, | |
| "eval_samples_per_second": 2.599, | |
| "eval_steps_per_second": 0.081, | |
| "eval_wer": 26.584006991479136, | |
| "step": 13000 | |
| }, | |
| { | |
| "epoch": 4.51, | |
| "learning_rate": 1.3662068965517242e-06, | |
| "loss": 0.1056, | |
| "step": 13025 | |
| }, | |
| { | |
| "epoch": 4.52, | |
| "learning_rate": 1.3489655172413793e-06, | |
| "loss": 0.1052, | |
| "step": 13050 | |
| }, | |
| { | |
| "epoch": 4.53, | |
| "learning_rate": 1.3317241379310348e-06, | |
| "loss": 0.1099, | |
| "step": 13075 | |
| }, | |
| { | |
| "epoch": 4.54, | |
| "learning_rate": 1.3144827586206899e-06, | |
| "loss": 0.1121, | |
| "step": 13100 | |
| }, | |
| { | |
| "epoch": 4.55, | |
| "learning_rate": 1.297241379310345e-06, | |
| "loss": 0.1055, | |
| "step": 13125 | |
| }, | |
| { | |
| "epoch": 4.56, | |
| "learning_rate": 1.28e-06, | |
| "loss": 0.1046, | |
| "step": 13150 | |
| }, | |
| { | |
| "epoch": 4.57, | |
| "learning_rate": 1.2627586206896553e-06, | |
| "loss": 0.1089, | |
| "step": 13175 | |
| }, | |
| { | |
| "epoch": 4.57, | |
| "learning_rate": 1.2455172413793104e-06, | |
| "loss": 0.1113, | |
| "step": 13200 | |
| }, | |
| { | |
| "epoch": 4.58, | |
| "learning_rate": 1.2282758620689657e-06, | |
| "loss": 0.1089, | |
| "step": 13225 | |
| }, | |
| { | |
| "epoch": 4.59, | |
| "learning_rate": 1.2110344827586208e-06, | |
| "loss": 0.1064, | |
| "step": 13250 | |
| }, | |
| { | |
| "epoch": 4.6, | |
| "learning_rate": 1.1937931034482759e-06, | |
| "loss": 0.1094, | |
| "step": 13275 | |
| }, | |
| { | |
| "epoch": 4.61, | |
| "learning_rate": 1.1765517241379312e-06, | |
| "loss": 0.1073, | |
| "step": 13300 | |
| }, | |
| { | |
| "epoch": 4.62, | |
| "learning_rate": 1.1593103448275864e-06, | |
| "loss": 0.1068, | |
| "step": 13325 | |
| }, | |
| { | |
| "epoch": 4.63, | |
| "learning_rate": 1.1420689655172415e-06, | |
| "loss": 0.1088, | |
| "step": 13350 | |
| }, | |
| { | |
| "epoch": 4.63, | |
| "learning_rate": 1.1248275862068966e-06, | |
| "loss": 0.1032, | |
| "step": 13375 | |
| }, | |
| { | |
| "epoch": 4.64, | |
| "learning_rate": 1.1075862068965517e-06, | |
| "loss": 0.105, | |
| "step": 13400 | |
| }, | |
| { | |
| "epoch": 4.65, | |
| "learning_rate": 1.090344827586207e-06, | |
| "loss": 0.1013, | |
| "step": 13425 | |
| }, | |
| { | |
| "epoch": 4.66, | |
| "learning_rate": 1.0731034482758623e-06, | |
| "loss": 0.1087, | |
| "step": 13450 | |
| }, | |
| { | |
| "epoch": 4.67, | |
| "learning_rate": 1.0558620689655174e-06, | |
| "loss": 0.1017, | |
| "step": 13475 | |
| }, | |
| { | |
| "epoch": 4.68, | |
| "learning_rate": 1.0386206896551724e-06, | |
| "loss": 0.1039, | |
| "step": 13500 | |
| }, | |
| { | |
| "epoch": 4.69, | |
| "learning_rate": 1.0213793103448277e-06, | |
| "loss": 0.1092, | |
| "step": 13525 | |
| }, | |
| { | |
| "epoch": 4.7, | |
| "learning_rate": 1.0041379310344828e-06, | |
| "loss": 0.109, | |
| "step": 13550 | |
| }, | |
| { | |
| "epoch": 4.7, | |
| "learning_rate": 9.868965517241381e-07, | |
| "loss": 0.1039, | |
| "step": 13575 | |
| }, | |
| { | |
| "epoch": 4.71, | |
| "learning_rate": 9.696551724137932e-07, | |
| "loss": 0.1065, | |
| "step": 13600 | |
| }, | |
| { | |
| "epoch": 4.72, | |
| "learning_rate": 9.524137931034484e-07, | |
| "loss": 0.1074, | |
| "step": 13625 | |
| }, | |
| { | |
| "epoch": 4.73, | |
| "learning_rate": 9.351724137931036e-07, | |
| "loss": 0.1126, | |
| "step": 13650 | |
| }, | |
| { | |
| "epoch": 4.74, | |
| "learning_rate": 9.179310344827587e-07, | |
| "loss": 0.1046, | |
| "step": 13675 | |
| }, | |
| { | |
| "epoch": 4.75, | |
| "learning_rate": 9.006896551724138e-07, | |
| "loss": 0.1041, | |
| "step": 13700 | |
| }, | |
| { | |
| "epoch": 4.76, | |
| "learning_rate": 8.834482758620691e-07, | |
| "loss": 0.1054, | |
| "step": 13725 | |
| }, | |
| { | |
| "epoch": 4.76, | |
| "learning_rate": 8.662068965517242e-07, | |
| "loss": 0.1049, | |
| "step": 13750 | |
| }, | |
| { | |
| "epoch": 4.77, | |
| "learning_rate": 8.489655172413794e-07, | |
| "loss": 0.1088, | |
| "step": 13775 | |
| }, | |
| { | |
| "epoch": 4.78, | |
| "learning_rate": 8.317241379310345e-07, | |
| "loss": 0.1006, | |
| "step": 13800 | |
| }, | |
| { | |
| "epoch": 4.79, | |
| "learning_rate": 8.144827586206898e-07, | |
| "loss": 0.1044, | |
| "step": 13825 | |
| }, | |
| { | |
| "epoch": 4.8, | |
| "learning_rate": 7.97241379310345e-07, | |
| "loss": 0.1073, | |
| "step": 13850 | |
| }, | |
| { | |
| "epoch": 4.81, | |
| "learning_rate": 7.8e-07, | |
| "loss": 0.0954, | |
| "step": 13875 | |
| }, | |
| { | |
| "epoch": 4.82, | |
| "learning_rate": 7.627586206896552e-07, | |
| "loss": 0.1054, | |
| "step": 13900 | |
| }, | |
| { | |
| "epoch": 4.83, | |
| "learning_rate": 7.455172413793104e-07, | |
| "loss": 0.1045, | |
| "step": 13925 | |
| }, | |
| { | |
| "epoch": 4.83, | |
| "learning_rate": 7.282758620689656e-07, | |
| "loss": 0.1054, | |
| "step": 13950 | |
| }, | |
| { | |
| "epoch": 4.84, | |
| "learning_rate": 7.110344827586208e-07, | |
| "loss": 0.1069, | |
| "step": 13975 | |
| }, | |
| { | |
| "epoch": 4.85, | |
| "learning_rate": 6.937931034482759e-07, | |
| "loss": 0.1033, | |
| "step": 14000 | |
| }, | |
| { | |
| "epoch": 4.85, | |
| "eval_cer": 9.480138080272038, | |
| "eval_loss": 0.24019023776054382, | |
| "eval_runtime": 721.8637, | |
| "eval_samples_per_second": 2.613, | |
| "eval_steps_per_second": 0.082, | |
| "eval_wer": 26.70963513218265, | |
| "step": 14000 | |
| }, | |
| { | |
| "epoch": 4.86, | |
| "learning_rate": 6.765517241379311e-07, | |
| "loss": 0.1075, | |
| "step": 14025 | |
| }, | |
| { | |
| "epoch": 4.87, | |
| "learning_rate": 6.593103448275863e-07, | |
| "loss": 0.1036, | |
| "step": 14050 | |
| }, | |
| { | |
| "epoch": 4.88, | |
| "learning_rate": 6.420689655172414e-07, | |
| "loss": 0.1085, | |
| "step": 14075 | |
| }, | |
| { | |
| "epoch": 4.89, | |
| "learning_rate": 6.248275862068965e-07, | |
| "loss": 0.1035, | |
| "step": 14100 | |
| }, | |
| { | |
| "epoch": 4.89, | |
| "learning_rate": 6.075862068965518e-07, | |
| "loss": 0.1008, | |
| "step": 14125 | |
| }, | |
| { | |
| "epoch": 4.9, | |
| "learning_rate": 5.903448275862069e-07, | |
| "loss": 0.1072, | |
| "step": 14150 | |
| }, | |
| { | |
| "epoch": 4.91, | |
| "learning_rate": 5.731034482758621e-07, | |
| "loss": 0.111, | |
| "step": 14175 | |
| }, | |
| { | |
| "epoch": 4.92, | |
| "learning_rate": 5.558620689655173e-07, | |
| "loss": 0.1123, | |
| "step": 14200 | |
| }, | |
| { | |
| "epoch": 4.93, | |
| "learning_rate": 5.386206896551725e-07, | |
| "loss": 0.1086, | |
| "step": 14225 | |
| }, | |
| { | |
| "epoch": 4.94, | |
| "learning_rate": 5.213793103448275e-07, | |
| "loss": 0.1051, | |
| "step": 14250 | |
| }, | |
| { | |
| "epoch": 4.95, | |
| "learning_rate": 5.041379310344828e-07, | |
| "loss": 0.1044, | |
| "step": 14275 | |
| }, | |
| { | |
| "epoch": 4.95, | |
| "learning_rate": 4.868965517241379e-07, | |
| "loss": 0.1096, | |
| "step": 14300 | |
| }, | |
| { | |
| "epoch": 4.96, | |
| "learning_rate": 4.6965517241379317e-07, | |
| "loss": 0.1079, | |
| "step": 14325 | |
| }, | |
| { | |
| "epoch": 4.97, | |
| "learning_rate": 4.524137931034483e-07, | |
| "loss": 0.1071, | |
| "step": 14350 | |
| }, | |
| { | |
| "epoch": 4.98, | |
| "learning_rate": 4.351724137931035e-07, | |
| "loss": 0.1099, | |
| "step": 14375 | |
| }, | |
| { | |
| "epoch": 4.99, | |
| "learning_rate": 4.179310344827586e-07, | |
| "loss": 0.1056, | |
| "step": 14400 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "learning_rate": 4.006896551724138e-07, | |
| "loss": 0.1058, | |
| "step": 14425 | |
| }, | |
| { | |
| "epoch": 5.01, | |
| "learning_rate": 3.8344827586206895e-07, | |
| "loss": 0.092, | |
| "step": 14450 | |
| }, | |
| { | |
| "epoch": 5.02, | |
| "learning_rate": 3.662068965517242e-07, | |
| "loss": 0.0914, | |
| "step": 14475 | |
| }, | |
| { | |
| "epoch": 5.02, | |
| "learning_rate": 3.489655172413793e-07, | |
| "loss": 0.0928, | |
| "step": 14500 | |
| }, | |
| { | |
| "epoch": 5.03, | |
| "learning_rate": 3.317241379310345e-07, | |
| "loss": 0.0895, | |
| "step": 14525 | |
| }, | |
| { | |
| "epoch": 5.04, | |
| "learning_rate": 3.1448275862068964e-07, | |
| "loss": 0.0953, | |
| "step": 14550 | |
| }, | |
| { | |
| "epoch": 5.05, | |
| "learning_rate": 2.9724137931034483e-07, | |
| "loss": 0.0949, | |
| "step": 14575 | |
| }, | |
| { | |
| "epoch": 5.06, | |
| "learning_rate": 2.8e-07, | |
| "loss": 0.0941, | |
| "step": 14600 | |
| }, | |
| { | |
| "epoch": 5.07, | |
| "learning_rate": 2.627586206896552e-07, | |
| "loss": 0.0933, | |
| "step": 14625 | |
| }, | |
| { | |
| "epoch": 5.08, | |
| "learning_rate": 2.455172413793104e-07, | |
| "loss": 0.0991, | |
| "step": 14650 | |
| }, | |
| { | |
| "epoch": 5.08, | |
| "learning_rate": 2.2827586206896553e-07, | |
| "loss": 0.0933, | |
| "step": 14675 | |
| }, | |
| { | |
| "epoch": 5.09, | |
| "learning_rate": 2.1103448275862072e-07, | |
| "loss": 0.094, | |
| "step": 14700 | |
| }, | |
| { | |
| "epoch": 5.1, | |
| "learning_rate": 1.9379310344827588e-07, | |
| "loss": 0.0927, | |
| "step": 14725 | |
| }, | |
| { | |
| "epoch": 5.11, | |
| "learning_rate": 1.7655172413793107e-07, | |
| "loss": 0.0874, | |
| "step": 14750 | |
| }, | |
| { | |
| "epoch": 5.12, | |
| "learning_rate": 1.5931034482758623e-07, | |
| "loss": 0.0942, | |
| "step": 14775 | |
| }, | |
| { | |
| "epoch": 5.13, | |
| "learning_rate": 1.420689655172414e-07, | |
| "loss": 0.0921, | |
| "step": 14800 | |
| }, | |
| { | |
| "epoch": 5.14, | |
| "learning_rate": 1.2482758620689658e-07, | |
| "loss": 0.0914, | |
| "step": 14825 | |
| }, | |
| { | |
| "epoch": 5.15, | |
| "learning_rate": 1.0827586206896553e-07, | |
| "loss": 0.0993, | |
| "step": 14850 | |
| }, | |
| { | |
| "epoch": 5.15, | |
| "learning_rate": 9.10344827586207e-08, | |
| "loss": 0.0934, | |
| "step": 14875 | |
| }, | |
| { | |
| "epoch": 5.16, | |
| "learning_rate": 7.379310344827586e-08, | |
| "loss": 0.0889, | |
| "step": 14900 | |
| }, | |
| { | |
| "epoch": 5.17, | |
| "learning_rate": 5.655172413793104e-08, | |
| "loss": 0.0944, | |
| "step": 14925 | |
| }, | |
| { | |
| "epoch": 5.18, | |
| "learning_rate": 3.9310344827586205e-08, | |
| "loss": 0.0941, | |
| "step": 14950 | |
| }, | |
| { | |
| "epoch": 5.19, | |
| "learning_rate": 2.2068965517241383e-08, | |
| "loss": 0.0973, | |
| "step": 14975 | |
| }, | |
| { | |
| "epoch": 5.2, | |
| "learning_rate": 4.827586206896552e-09, | |
| "loss": 0.097, | |
| "step": 15000 | |
| }, | |
| { | |
| "epoch": 5.2, | |
| "eval_cer": 9.46811616603981, | |
| "eval_loss": 0.24208466708660126, | |
| "eval_runtime": 723.4063, | |
| "eval_samples_per_second": 2.607, | |
| "eval_steps_per_second": 0.082, | |
| "eval_wer": 26.518461874590344, | |
| "step": 15000 | |
| }, | |
| { | |
| "epoch": 5.2, | |
| "step": 15000, | |
| "total_flos": 1.385080058105856e+20, | |
| "train_loss": 0.2266951851050059, | |
| "train_runtime": 44464.3629, | |
| "train_samples_per_second": 10.795, | |
| "train_steps_per_second": 0.337 | |
| }, | |
| { | |
| "epoch": 5.2, | |
| "eval_cer": 9.46811616603981, | |
| "eval_loss": 0.24208466708660126, | |
| "eval_runtime": 722.7359, | |
| "eval_samples_per_second": 2.61, | |
| "eval_steps_per_second": 0.082, | |
| "eval_wer": 26.518461874590344, | |
| "step": 15000 | |
| } | |
| ], | |
| "max_steps": 15000, | |
| "num_train_epochs": 6, | |
| "total_flos": 1.385080058105856e+20, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |