diff --git "a/trainer_state.json" "b/trainer_state.json" new file mode 100644--- /dev/null +++ "b/trainer_state.json" @@ -0,0 +1,5010 @@ +{ + "best_metric": 6.2415798639634605, + "best_model_checkpoint": "./checkpoint-1000", + "epoch": 70.54673721340389, + "eval_steps": 1000, + "global_step": 20000, + "is_hyper_param_search": false, + "is_local_process_zero": true, + "is_world_process_zero": true, + "log_history": [ + { + "epoch": 0.09, + "learning_rate": 4.800000000000001e-07, + "loss": 0.9111, + "step": 25 + }, + { + "epoch": 0.18, + "learning_rate": 9.800000000000001e-07, + "loss": 0.584, + "step": 50 + }, + { + "epoch": 0.26, + "learning_rate": 1.48e-06, + "loss": 0.2061, + "step": 75 + }, + { + "epoch": 0.35, + "learning_rate": 1.98e-06, + "loss": 0.1752, + "step": 100 + }, + { + "epoch": 0.44, + "learning_rate": 2.4800000000000004e-06, + "loss": 0.1713, + "step": 125 + }, + { + "epoch": 0.53, + "learning_rate": 2.9800000000000003e-06, + "loss": 0.162, + "step": 150 + }, + { + "epoch": 0.62, + "learning_rate": 3.48e-06, + "loss": 0.1708, + "step": 175 + }, + { + "epoch": 0.71, + "learning_rate": 3.980000000000001e-06, + "loss": 0.1556, + "step": 200 + }, + { + "epoch": 0.79, + "learning_rate": 4.48e-06, + "loss": 0.155, + "step": 225 + }, + { + "epoch": 0.88, + "learning_rate": 4.980000000000001e-06, + "loss": 0.1522, + "step": 250 + }, + { + "epoch": 0.97, + "learning_rate": 5.480000000000001e-06, + "loss": 0.1476, + "step": 275 + }, + { + "epoch": 1.06, + "learning_rate": 5.98e-06, + "loss": 0.1094, + "step": 300 + }, + { + "epoch": 1.15, + "learning_rate": 6.480000000000001e-06, + "loss": 0.0979, + "step": 325 + }, + { + "epoch": 1.23, + "learning_rate": 6.98e-06, + "loss": 0.0936, + "step": 350 + }, + { + "epoch": 1.32, + "learning_rate": 7.48e-06, + "loss": 0.0929, + "step": 375 + }, + { + "epoch": 1.41, + "learning_rate": 7.980000000000002e-06, + "loss": 0.1087, + "step": 400 + }, + { + "epoch": 1.5, + "learning_rate": 8.48e-06, + "loss": 0.0994, + "step": 425 + }, + { + "epoch": 1.59, + "learning_rate": 8.98e-06, + "loss": 0.0959, + "step": 450 + }, + { + "epoch": 1.68, + "learning_rate": 9.48e-06, + "loss": 0.1077, + "step": 475 + }, + { + "epoch": 1.76, + "learning_rate": 9.980000000000001e-06, + "loss": 0.1047, + "step": 500 + }, + { + "epoch": 1.85, + "learning_rate": 9.987692307692308e-06, + "loss": 0.106, + "step": 525 + }, + { + "epoch": 1.94, + "learning_rate": 9.974871794871795e-06, + "loss": 0.1088, + "step": 550 + }, + { + "epoch": 2.03, + "learning_rate": 9.962051282051282e-06, + "loss": 0.0889, + "step": 575 + }, + { + "epoch": 2.12, + "learning_rate": 9.94923076923077e-06, + "loss": 0.052, + "step": 600 + }, + { + "epoch": 2.2, + "learning_rate": 9.936410256410257e-06, + "loss": 0.0523, + "step": 625 + }, + { + "epoch": 2.29, + "learning_rate": 9.923589743589744e-06, + "loss": 0.0567, + "step": 650 + }, + { + "epoch": 2.38, + "learning_rate": 9.910769230769231e-06, + "loss": 0.0543, + "step": 675 + }, + { + "epoch": 2.47, + "learning_rate": 9.89794871794872e-06, + "loss": 0.0515, + "step": 700 + }, + { + "epoch": 2.56, + "learning_rate": 9.885128205128206e-06, + "loss": 0.058, + "step": 725 + }, + { + "epoch": 2.65, + "learning_rate": 9.872307692307693e-06, + "loss": 0.0574, + "step": 750 + }, + { + "epoch": 2.73, + "learning_rate": 9.85948717948718e-06, + "loss": 0.0519, + "step": 775 + }, + { + "epoch": 2.82, + "learning_rate": 9.846666666666668e-06, + "loss": 0.0567, + "step": 800 + }, + { + "epoch": 2.91, + "learning_rate": 9.833846153846155e-06, + "loss": 0.0555, + "step": 825 + }, + { + "epoch": 3.0, + "learning_rate": 9.821025641025642e-06, + "loss": 0.0574, + "step": 850 + }, + { + "epoch": 3.09, + "learning_rate": 9.808205128205129e-06, + "loss": 0.0265, + "step": 875 + }, + { + "epoch": 3.17, + "learning_rate": 9.795384615384617e-06, + "loss": 0.0289, + "step": 900 + }, + { + "epoch": 3.26, + "learning_rate": 9.782564102564104e-06, + "loss": 0.0317, + "step": 925 + }, + { + "epoch": 3.35, + "learning_rate": 9.769743589743591e-06, + "loss": 0.0283, + "step": 950 + }, + { + "epoch": 3.44, + "learning_rate": 9.756923076923078e-06, + "loss": 0.0326, + "step": 975 + }, + { + "epoch": 3.53, + "learning_rate": 9.744102564102565e-06, + "loss": 0.0299, + "step": 1000 + }, + { + "epoch": 3.53, + "eval_loss": 0.19767729938030243, + "eval_runtime": 2411.4395, + "eval_samples_per_second": 3.762, + "eval_steps_per_second": 0.235, + "eval_wer": 6.2415798639634605, + "step": 1000 + }, + { + "epoch": 3.62, + "learning_rate": 9.731282051282052e-06, + "loss": 0.0286, + "step": 1025 + }, + { + "epoch": 3.7, + "learning_rate": 9.718461538461538e-06, + "loss": 0.0316, + "step": 1050 + }, + { + "epoch": 3.79, + "learning_rate": 9.705641025641027e-06, + "loss": 0.0315, + "step": 1075 + }, + { + "epoch": 3.88, + "learning_rate": 9.692820512820514e-06, + "loss": 0.035, + "step": 1100 + }, + { + "epoch": 3.97, + "learning_rate": 9.68e-06, + "loss": 0.0331, + "step": 1125 + }, + { + "epoch": 4.06, + "learning_rate": 9.667179487179487e-06, + "loss": 0.0211, + "step": 1150 + }, + { + "epoch": 4.14, + "learning_rate": 9.654358974358974e-06, + "loss": 0.0137, + "step": 1175 + }, + { + "epoch": 4.23, + "learning_rate": 9.641538461538463e-06, + "loss": 0.0181, + "step": 1200 + }, + { + "epoch": 4.32, + "learning_rate": 9.62871794871795e-06, + "loss": 0.0166, + "step": 1225 + }, + { + "epoch": 4.41, + "learning_rate": 9.615897435897436e-06, + "loss": 0.0188, + "step": 1250 + }, + { + "epoch": 4.5, + "learning_rate": 9.603076923076923e-06, + "loss": 0.0204, + "step": 1275 + }, + { + "epoch": 4.59, + "learning_rate": 9.590256410256412e-06, + "loss": 0.0228, + "step": 1300 + }, + { + "epoch": 4.67, + "learning_rate": 9.577435897435898e-06, + "loss": 0.0164, + "step": 1325 + }, + { + "epoch": 4.76, + "learning_rate": 9.564615384615385e-06, + "loss": 0.0195, + "step": 1350 + }, + { + "epoch": 4.85, + "learning_rate": 9.551794871794872e-06, + "loss": 0.0184, + "step": 1375 + }, + { + "epoch": 4.94, + "learning_rate": 9.53897435897436e-06, + "loss": 0.0182, + "step": 1400 + }, + { + "epoch": 5.03, + "learning_rate": 9.526153846153847e-06, + "loss": 0.0169, + "step": 1425 + }, + { + "epoch": 5.11, + "learning_rate": 9.513333333333334e-06, + "loss": 0.0115, + "step": 1450 + }, + { + "epoch": 5.2, + "learning_rate": 9.500512820512821e-06, + "loss": 0.0118, + "step": 1475 + }, + { + "epoch": 5.29, + "learning_rate": 9.48769230769231e-06, + "loss": 0.0126, + "step": 1500 + }, + { + "epoch": 5.38, + "learning_rate": 9.474871794871796e-06, + "loss": 0.0128, + "step": 1525 + }, + { + "epoch": 5.47, + "learning_rate": 9.462051282051283e-06, + "loss": 0.0135, + "step": 1550 + }, + { + "epoch": 5.56, + "learning_rate": 9.44923076923077e-06, + "loss": 0.0155, + "step": 1575 + }, + { + "epoch": 5.64, + "learning_rate": 9.436410256410257e-06, + "loss": 0.0154, + "step": 1600 + }, + { + "epoch": 5.73, + "learning_rate": 9.423589743589744e-06, + "loss": 0.0143, + "step": 1625 + }, + { + "epoch": 5.82, + "learning_rate": 9.41076923076923e-06, + "loss": 0.0136, + "step": 1650 + }, + { + "epoch": 5.91, + "learning_rate": 9.397948717948719e-06, + "loss": 0.0103, + "step": 1675 + }, + { + "epoch": 6.0, + "learning_rate": 9.385128205128206e-06, + "loss": 0.0115, + "step": 1700 + }, + { + "epoch": 6.08, + "learning_rate": 9.372307692307693e-06, + "loss": 0.008, + "step": 1725 + }, + { + "epoch": 6.17, + "learning_rate": 9.35948717948718e-06, + "loss": 0.0069, + "step": 1750 + }, + { + "epoch": 6.26, + "learning_rate": 9.346666666666666e-06, + "loss": 0.0078, + "step": 1775 + }, + { + "epoch": 6.35, + "learning_rate": 9.333846153846155e-06, + "loss": 0.0076, + "step": 1800 + }, + { + "epoch": 6.44, + "learning_rate": 9.321025641025642e-06, + "loss": 0.01, + "step": 1825 + }, + { + "epoch": 6.53, + "learning_rate": 9.308205128205129e-06, + "loss": 0.0058, + "step": 1850 + }, + { + "epoch": 6.61, + "learning_rate": 9.295384615384615e-06, + "loss": 0.0095, + "step": 1875 + }, + { + "epoch": 6.7, + "learning_rate": 9.282564102564104e-06, + "loss": 0.0088, + "step": 1900 + }, + { + "epoch": 6.79, + "learning_rate": 9.26974358974359e-06, + "loss": 0.0073, + "step": 1925 + }, + { + "epoch": 6.88, + "learning_rate": 9.256923076923078e-06, + "loss": 0.01, + "step": 1950 + }, + { + "epoch": 6.97, + "learning_rate": 9.244102564102564e-06, + "loss": 0.0082, + "step": 1975 + }, + { + "epoch": 7.05, + "learning_rate": 9.231282051282053e-06, + "loss": 0.0071, + "step": 2000 + }, + { + "epoch": 7.05, + "eval_loss": 0.2617339491844177, + "eval_runtime": 2342.6454, + "eval_samples_per_second": 3.873, + "eval_steps_per_second": 0.242, + "eval_wer": 6.7804685703019745, + "step": 2000 + }, + { + "epoch": 7.14, + "learning_rate": 9.21846153846154e-06, + "loss": 0.0067, + "step": 2025 + }, + { + "epoch": 7.23, + "learning_rate": 9.205641025641027e-06, + "loss": 0.0066, + "step": 2050 + }, + { + "epoch": 7.32, + "learning_rate": 9.192820512820513e-06, + "loss": 0.007, + "step": 2075 + }, + { + "epoch": 7.41, + "learning_rate": 9.180000000000002e-06, + "loss": 0.008, + "step": 2100 + }, + { + "epoch": 7.5, + "learning_rate": 9.167179487179489e-06, + "loss": 0.007, + "step": 2125 + }, + { + "epoch": 7.58, + "learning_rate": 9.154358974358976e-06, + "loss": 0.0063, + "step": 2150 + }, + { + "epoch": 7.67, + "learning_rate": 9.141538461538462e-06, + "loss": 0.0081, + "step": 2175 + }, + { + "epoch": 7.76, + "learning_rate": 9.12871794871795e-06, + "loss": 0.0072, + "step": 2200 + }, + { + "epoch": 7.85, + "learning_rate": 9.115897435897436e-06, + "loss": 0.0084, + "step": 2225 + }, + { + "epoch": 7.94, + "learning_rate": 9.103076923076923e-06, + "loss": 0.01, + "step": 2250 + }, + { + "epoch": 8.02, + "learning_rate": 9.090256410256411e-06, + "loss": 0.0076, + "step": 2275 + }, + { + "epoch": 8.11, + "learning_rate": 9.077435897435898e-06, + "loss": 0.0059, + "step": 2300 + }, + { + "epoch": 8.2, + "learning_rate": 9.064615384615385e-06, + "loss": 0.0055, + "step": 2325 + }, + { + "epoch": 8.29, + "learning_rate": 9.051794871794872e-06, + "loss": 0.006, + "step": 2350 + }, + { + "epoch": 8.38, + "learning_rate": 9.038974358974359e-06, + "loss": 0.0061, + "step": 2375 + }, + { + "epoch": 8.47, + "learning_rate": 9.026153846153847e-06, + "loss": 0.0056, + "step": 2400 + }, + { + "epoch": 8.55, + "learning_rate": 9.013333333333334e-06, + "loss": 0.0056, + "step": 2425 + }, + { + "epoch": 8.64, + "learning_rate": 9.00051282051282e-06, + "loss": 0.0058, + "step": 2450 + }, + { + "epoch": 8.73, + "learning_rate": 8.987692307692308e-06, + "loss": 0.0062, + "step": 2475 + }, + { + "epoch": 8.82, + "learning_rate": 8.974871794871796e-06, + "loss": 0.007, + "step": 2500 + }, + { + "epoch": 8.91, + "learning_rate": 8.962051282051283e-06, + "loss": 0.0056, + "step": 2525 + }, + { + "epoch": 8.99, + "learning_rate": 8.94923076923077e-06, + "loss": 0.0054, + "step": 2550 + }, + { + "epoch": 9.08, + "learning_rate": 8.936410256410257e-06, + "loss": 0.0056, + "step": 2575 + }, + { + "epoch": 9.17, + "learning_rate": 8.923589743589745e-06, + "loss": 0.0066, + "step": 2600 + }, + { + "epoch": 9.26, + "learning_rate": 8.910769230769232e-06, + "loss": 0.0058, + "step": 2625 + }, + { + "epoch": 9.35, + "learning_rate": 8.897948717948719e-06, + "loss": 0.0056, + "step": 2650 + }, + { + "epoch": 9.44, + "learning_rate": 8.885128205128206e-06, + "loss": 0.0046, + "step": 2675 + }, + { + "epoch": 9.52, + "learning_rate": 8.872307692307694e-06, + "loss": 0.0055, + "step": 2700 + }, + { + "epoch": 9.61, + "learning_rate": 8.859487179487181e-06, + "loss": 0.0052, + "step": 2725 + }, + { + "epoch": 9.7, + "learning_rate": 8.846666666666668e-06, + "loss": 0.0048, + "step": 2750 + }, + { + "epoch": 9.79, + "learning_rate": 8.833846153846155e-06, + "loss": 0.0051, + "step": 2775 + }, + { + "epoch": 9.88, + "learning_rate": 8.821025641025643e-06, + "loss": 0.0062, + "step": 2800 + }, + { + "epoch": 9.96, + "learning_rate": 8.808205128205128e-06, + "loss": 0.0054, + "step": 2825 + }, + { + "epoch": 10.05, + "learning_rate": 8.795384615384615e-06, + "loss": 0.0045, + "step": 2850 + }, + { + "epoch": 10.14, + "learning_rate": 8.782564102564104e-06, + "loss": 0.0019, + "step": 2875 + }, + { + "epoch": 10.23, + "learning_rate": 8.76974358974359e-06, + "loss": 0.0018, + "step": 2900 + }, + { + "epoch": 10.32, + "learning_rate": 8.756923076923077e-06, + "loss": 0.0038, + "step": 2925 + }, + { + "epoch": 10.41, + "learning_rate": 8.744102564102564e-06, + "loss": 0.0044, + "step": 2950 + }, + { + "epoch": 10.49, + "learning_rate": 8.731282051282051e-06, + "loss": 0.0056, + "step": 2975 + }, + { + "epoch": 10.58, + "learning_rate": 8.71846153846154e-06, + "loss": 0.0055, + "step": 3000 + }, + { + "epoch": 10.58, + "eval_loss": 0.2787463665008545, + "eval_runtime": 2300.3693, + "eval_samples_per_second": 3.944, + "eval_steps_per_second": 0.246, + "eval_wer": 7.3670029244570046, + "step": 3000 + }, + { + "epoch": 10.67, + "learning_rate": 8.705641025641026e-06, + "loss": 0.0062, + "step": 3025 + }, + { + "epoch": 10.76, + "learning_rate": 8.692820512820513e-06, + "loss": 0.0036, + "step": 3050 + }, + { + "epoch": 10.85, + "learning_rate": 8.68e-06, + "loss": 0.0029, + "step": 3075 + }, + { + "epoch": 10.93, + "learning_rate": 8.667179487179488e-06, + "loss": 0.004, + "step": 3100 + }, + { + "epoch": 11.02, + "learning_rate": 8.654358974358975e-06, + "loss": 0.0044, + "step": 3125 + }, + { + "epoch": 11.11, + "learning_rate": 8.641538461538462e-06, + "loss": 0.0027, + "step": 3150 + }, + { + "epoch": 11.2, + "learning_rate": 8.628717948717949e-06, + "loss": 0.0049, + "step": 3175 + }, + { + "epoch": 11.29, + "learning_rate": 8.615897435897437e-06, + "loss": 0.0042, + "step": 3200 + }, + { + "epoch": 11.38, + "learning_rate": 8.603076923076924e-06, + "loss": 0.0032, + "step": 3225 + }, + { + "epoch": 11.46, + "learning_rate": 8.590256410256411e-06, + "loss": 0.0017, + "step": 3250 + }, + { + "epoch": 11.55, + "learning_rate": 8.577435897435898e-06, + "loss": 0.0051, + "step": 3275 + }, + { + "epoch": 11.64, + "learning_rate": 8.564615384615386e-06, + "loss": 0.0029, + "step": 3300 + }, + { + "epoch": 11.73, + "learning_rate": 8.551794871794873e-06, + "loss": 0.0033, + "step": 3325 + }, + { + "epoch": 11.82, + "learning_rate": 8.53897435897436e-06, + "loss": 0.0048, + "step": 3350 + }, + { + "epoch": 11.9, + "learning_rate": 8.526153846153847e-06, + "loss": 0.0036, + "step": 3375 + }, + { + "epoch": 11.99, + "learning_rate": 8.513333333333335e-06, + "loss": 0.0059, + "step": 3400 + }, + { + "epoch": 12.08, + "learning_rate": 8.50051282051282e-06, + "loss": 0.0043, + "step": 3425 + }, + { + "epoch": 12.17, + "learning_rate": 8.487692307692307e-06, + "loss": 0.0035, + "step": 3450 + }, + { + "epoch": 12.26, + "learning_rate": 8.474871794871796e-06, + "loss": 0.0033, + "step": 3475 + }, + { + "epoch": 12.35, + "learning_rate": 8.462051282051283e-06, + "loss": 0.0027, + "step": 3500 + }, + { + "epoch": 12.43, + "learning_rate": 8.44923076923077e-06, + "loss": 0.0027, + "step": 3525 + }, + { + "epoch": 12.52, + "learning_rate": 8.436410256410256e-06, + "loss": 0.0031, + "step": 3550 + }, + { + "epoch": 12.61, + "learning_rate": 8.423589743589745e-06, + "loss": 0.0031, + "step": 3575 + }, + { + "epoch": 12.7, + "learning_rate": 8.410769230769232e-06, + "loss": 0.0031, + "step": 3600 + }, + { + "epoch": 12.79, + "learning_rate": 8.397948717948719e-06, + "loss": 0.0031, + "step": 3625 + }, + { + "epoch": 12.87, + "learning_rate": 8.385128205128205e-06, + "loss": 0.0042, + "step": 3650 + }, + { + "epoch": 12.96, + "learning_rate": 8.372307692307692e-06, + "loss": 0.0047, + "step": 3675 + }, + { + "epoch": 13.05, + "learning_rate": 8.35948717948718e-06, + "loss": 0.0052, + "step": 3700 + }, + { + "epoch": 13.14, + "learning_rate": 8.346666666666668e-06, + "loss": 0.0026, + "step": 3725 + }, + { + "epoch": 13.23, + "learning_rate": 8.333846153846154e-06, + "loss": 0.0033, + "step": 3750 + }, + { + "epoch": 13.32, + "learning_rate": 8.321025641025641e-06, + "loss": 0.0031, + "step": 3775 + }, + { + "epoch": 13.4, + "learning_rate": 8.30820512820513e-06, + "loss": 0.0046, + "step": 3800 + }, + { + "epoch": 13.49, + "learning_rate": 8.295384615384616e-06, + "loss": 0.0025, + "step": 3825 + }, + { + "epoch": 13.58, + "learning_rate": 8.282564102564103e-06, + "loss": 0.0038, + "step": 3850 + }, + { + "epoch": 13.67, + "learning_rate": 8.26974358974359e-06, + "loss": 0.0045, + "step": 3875 + }, + { + "epoch": 13.76, + "learning_rate": 8.256923076923079e-06, + "loss": 0.0036, + "step": 3900 + }, + { + "epoch": 13.84, + "learning_rate": 8.244102564102565e-06, + "loss": 0.0031, + "step": 3925 + }, + { + "epoch": 13.93, + "learning_rate": 8.231282051282052e-06, + "loss": 0.0034, + "step": 3950 + }, + { + "epoch": 14.02, + "learning_rate": 8.218461538461539e-06, + "loss": 0.0029, + "step": 3975 + }, + { + "epoch": 14.11, + "learning_rate": 8.205641025641028e-06, + "loss": 0.0024, + "step": 4000 + }, + { + "epoch": 14.11, + "eval_loss": 0.3019275963306427, + "eval_runtime": 2301.063, + "eval_samples_per_second": 3.943, + "eval_steps_per_second": 0.246, + "eval_wer": 7.271711628823974, + "step": 4000 + }, + { + "epoch": 14.2, + "learning_rate": 8.192820512820513e-06, + "loss": 0.0029, + "step": 4025 + }, + { + "epoch": 14.29, + "learning_rate": 8.18e-06, + "loss": 0.0022, + "step": 4050 + }, + { + "epoch": 14.37, + "learning_rate": 8.167179487179488e-06, + "loss": 0.0042, + "step": 4075 + }, + { + "epoch": 14.46, + "learning_rate": 8.154358974358975e-06, + "loss": 0.0038, + "step": 4100 + }, + { + "epoch": 14.55, + "learning_rate": 8.141538461538462e-06, + "loss": 0.0034, + "step": 4125 + }, + { + "epoch": 14.64, + "learning_rate": 8.128717948717949e-06, + "loss": 0.0028, + "step": 4150 + }, + { + "epoch": 14.73, + "learning_rate": 8.115897435897437e-06, + "loss": 0.0029, + "step": 4175 + }, + { + "epoch": 14.81, + "learning_rate": 8.103076923076924e-06, + "loss": 0.003, + "step": 4200 + }, + { + "epoch": 14.9, + "learning_rate": 8.09025641025641e-06, + "loss": 0.0028, + "step": 4225 + }, + { + "epoch": 14.99, + "learning_rate": 8.077435897435898e-06, + "loss": 0.0037, + "step": 4250 + }, + { + "epoch": 15.08, + "learning_rate": 8.064615384615384e-06, + "loss": 0.0028, + "step": 4275 + }, + { + "epoch": 15.17, + "learning_rate": 8.051794871794873e-06, + "loss": 0.0021, + "step": 4300 + }, + { + "epoch": 15.26, + "learning_rate": 8.03897435897436e-06, + "loss": 0.0026, + "step": 4325 + }, + { + "epoch": 15.34, + "learning_rate": 8.026153846153847e-06, + "loss": 0.0025, + "step": 4350 + }, + { + "epoch": 15.43, + "learning_rate": 8.013333333333333e-06, + "loss": 0.0026, + "step": 4375 + }, + { + "epoch": 15.52, + "learning_rate": 8.000512820512822e-06, + "loss": 0.0024, + "step": 4400 + }, + { + "epoch": 15.61, + "learning_rate": 7.987692307692309e-06, + "loss": 0.0025, + "step": 4425 + }, + { + "epoch": 15.7, + "learning_rate": 7.974871794871796e-06, + "loss": 0.0021, + "step": 4450 + }, + { + "epoch": 15.78, + "learning_rate": 7.962051282051282e-06, + "loss": 0.003, + "step": 4475 + }, + { + "epoch": 15.87, + "learning_rate": 7.949230769230771e-06, + "loss": 0.0033, + "step": 4500 + }, + { + "epoch": 15.96, + "learning_rate": 7.936410256410258e-06, + "loss": 0.0033, + "step": 4525 + }, + { + "epoch": 16.05, + "learning_rate": 7.923589743589745e-06, + "loss": 0.0024, + "step": 4550 + }, + { + "epoch": 16.14, + "learning_rate": 7.910769230769231e-06, + "loss": 0.0027, + "step": 4575 + }, + { + "epoch": 16.23, + "learning_rate": 7.89794871794872e-06, + "loss": 0.0016, + "step": 4600 + }, + { + "epoch": 16.31, + "learning_rate": 7.885128205128207e-06, + "loss": 0.0032, + "step": 4625 + }, + { + "epoch": 16.4, + "learning_rate": 7.872307692307692e-06, + "loss": 0.0024, + "step": 4650 + }, + { + "epoch": 16.49, + "learning_rate": 7.85948717948718e-06, + "loss": 0.0029, + "step": 4675 + }, + { + "epoch": 16.58, + "learning_rate": 7.846666666666667e-06, + "loss": 0.0035, + "step": 4700 + }, + { + "epoch": 16.67, + "learning_rate": 7.833846153846154e-06, + "loss": 0.0031, + "step": 4725 + }, + { + "epoch": 16.75, + "learning_rate": 7.821025641025641e-06, + "loss": 0.0024, + "step": 4750 + }, + { + "epoch": 16.84, + "learning_rate": 7.80820512820513e-06, + "loss": 0.004, + "step": 4775 + }, + { + "epoch": 16.93, + "learning_rate": 7.795384615384616e-06, + "loss": 0.0032, + "step": 4800 + }, + { + "epoch": 17.02, + "learning_rate": 7.782564102564103e-06, + "loss": 0.0022, + "step": 4825 + }, + { + "epoch": 17.11, + "learning_rate": 7.76974358974359e-06, + "loss": 0.0023, + "step": 4850 + }, + { + "epoch": 17.2, + "learning_rate": 7.756923076923077e-06, + "loss": 0.0024, + "step": 4875 + }, + { + "epoch": 17.28, + "learning_rate": 7.744102564102565e-06, + "loss": 0.0029, + "step": 4900 + }, + { + "epoch": 17.37, + "learning_rate": 7.731282051282052e-06, + "loss": 0.0021, + "step": 4925 + }, + { + "epoch": 17.46, + "learning_rate": 7.718461538461539e-06, + "loss": 0.0035, + "step": 4950 + }, + { + "epoch": 17.55, + "learning_rate": 7.705641025641026e-06, + "loss": 0.0034, + "step": 4975 + }, + { + "epoch": 17.64, + "learning_rate": 7.692820512820514e-06, + "loss": 0.0034, + "step": 5000 + }, + { + "epoch": 17.64, + "eval_loss": 0.30563369393348694, + "eval_runtime": 2305.5318, + "eval_samples_per_second": 3.935, + "eval_steps_per_second": 0.246, + "eval_wer": 7.49022442743075, + "step": 5000 + }, + { + "epoch": 17.72, + "learning_rate": 7.680000000000001e-06, + "loss": 0.0024, + "step": 5025 + }, + { + "epoch": 17.81, + "learning_rate": 7.667179487179488e-06, + "loss": 0.0023, + "step": 5050 + }, + { + "epoch": 17.9, + "learning_rate": 7.654358974358975e-06, + "loss": 0.0017, + "step": 5075 + }, + { + "epoch": 17.99, + "learning_rate": 7.641538461538463e-06, + "loss": 0.0038, + "step": 5100 + }, + { + "epoch": 18.08, + "learning_rate": 7.62871794871795e-06, + "loss": 0.005, + "step": 5125 + }, + { + "epoch": 18.17, + "learning_rate": 7.615897435897437e-06, + "loss": 0.0022, + "step": 5150 + }, + { + "epoch": 18.25, + "learning_rate": 7.6030769230769245e-06, + "loss": 0.0016, + "step": 5175 + }, + { + "epoch": 18.34, + "learning_rate": 7.590256410256411e-06, + "loss": 0.0028, + "step": 5200 + }, + { + "epoch": 18.43, + "learning_rate": 7.577435897435899e-06, + "loss": 0.0022, + "step": 5225 + }, + { + "epoch": 18.52, + "learning_rate": 7.564615384615385e-06, + "loss": 0.0017, + "step": 5250 + }, + { + "epoch": 18.61, + "learning_rate": 7.551794871794872e-06, + "loss": 0.002, + "step": 5275 + }, + { + "epoch": 18.69, + "learning_rate": 7.5389743589743595e-06, + "loss": 0.0023, + "step": 5300 + }, + { + "epoch": 18.78, + "learning_rate": 7.526153846153846e-06, + "loss": 0.0033, + "step": 5325 + }, + { + "epoch": 18.87, + "learning_rate": 7.513333333333334e-06, + "loss": 0.003, + "step": 5350 + }, + { + "epoch": 18.96, + "learning_rate": 7.500512820512821e-06, + "loss": 0.0036, + "step": 5375 + }, + { + "epoch": 19.05, + "learning_rate": 7.4876923076923085e-06, + "loss": 0.002, + "step": 5400 + }, + { + "epoch": 19.14, + "learning_rate": 7.474871794871795e-06, + "loss": 0.002, + "step": 5425 + }, + { + "epoch": 19.22, + "learning_rate": 7.462051282051282e-06, + "loss": 0.0013, + "step": 5450 + }, + { + "epoch": 19.31, + "learning_rate": 7.44923076923077e-06, + "loss": 0.0029, + "step": 5475 + }, + { + "epoch": 19.4, + "learning_rate": 7.436410256410257e-06, + "loss": 0.0035, + "step": 5500 + }, + { + "epoch": 19.49, + "learning_rate": 7.423589743589744e-06, + "loss": 0.0024, + "step": 5525 + }, + { + "epoch": 19.58, + "learning_rate": 7.410769230769231e-06, + "loss": 0.0028, + "step": 5550 + }, + { + "epoch": 19.66, + "learning_rate": 7.397948717948719e-06, + "loss": 0.0023, + "step": 5575 + }, + { + "epoch": 19.75, + "learning_rate": 7.385128205128206e-06, + "loss": 0.0039, + "step": 5600 + }, + { + "epoch": 19.84, + "learning_rate": 7.372307692307693e-06, + "loss": 0.0033, + "step": 5625 + }, + { + "epoch": 19.93, + "learning_rate": 7.35948717948718e-06, + "loss": 0.0056, + "step": 5650 + }, + { + "epoch": 20.02, + "learning_rate": 7.346666666666668e-06, + "loss": 0.0022, + "step": 5675 + }, + { + "epoch": 20.11, + "learning_rate": 7.333846153846155e-06, + "loss": 0.0016, + "step": 5700 + }, + { + "epoch": 20.19, + "learning_rate": 7.321025641025642e-06, + "loss": 0.0013, + "step": 5725 + }, + { + "epoch": 20.28, + "learning_rate": 7.308205128205129e-06, + "loss": 0.0025, + "step": 5750 + }, + { + "epoch": 20.37, + "learning_rate": 7.295384615384617e-06, + "loss": 0.0029, + "step": 5775 + }, + { + "epoch": 20.46, + "learning_rate": 7.2825641025641036e-06, + "loss": 0.0021, + "step": 5800 + }, + { + "epoch": 20.55, + "learning_rate": 7.269743589743591e-06, + "loss": 0.0023, + "step": 5825 + }, + { + "epoch": 20.63, + "learning_rate": 7.256923076923078e-06, + "loss": 0.0025, + "step": 5850 + }, + { + "epoch": 20.72, + "learning_rate": 7.244102564102564e-06, + "loss": 0.0017, + "step": 5875 + }, + { + "epoch": 20.81, + "learning_rate": 7.231282051282052e-06, + "loss": 0.0019, + "step": 5900 + }, + { + "epoch": 20.9, + "learning_rate": 7.2184615384615385e-06, + "loss": 0.0024, + "step": 5925 + }, + { + "epoch": 20.99, + "learning_rate": 7.205641025641026e-06, + "loss": 0.0022, + "step": 5950 + }, + { + "epoch": 21.08, + "learning_rate": 7.192820512820513e-06, + "loss": 0.0016, + "step": 5975 + }, + { + "epoch": 21.16, + "learning_rate": 7.180000000000001e-06, + "loss": 0.0016, + "step": 6000 + }, + { + "epoch": 21.16, + "eval_loss": 0.31801190972328186, + "eval_runtime": 2300.4757, + "eval_samples_per_second": 3.944, + "eval_steps_per_second": 0.246, + "eval_wer": 7.569086189333947, + "step": 6000 + }, + { + "epoch": 21.25, + "learning_rate": 7.1671794871794875e-06, + "loss": 0.0014, + "step": 6025 + }, + { + "epoch": 21.34, + "learning_rate": 7.154358974358974e-06, + "loss": 0.0026, + "step": 6050 + }, + { + "epoch": 21.43, + "learning_rate": 7.141538461538462e-06, + "loss": 0.002, + "step": 6075 + }, + { + "epoch": 21.52, + "learning_rate": 7.1292307692307695e-06, + "loss": 0.0024, + "step": 6100 + }, + { + "epoch": 21.6, + "learning_rate": 7.116410256410256e-06, + "loss": 0.0015, + "step": 6125 + }, + { + "epoch": 21.69, + "learning_rate": 7.103589743589744e-06, + "loss": 0.0022, + "step": 6150 + }, + { + "epoch": 21.78, + "learning_rate": 7.090769230769231e-06, + "loss": 0.0015, + "step": 6175 + }, + { + "epoch": 21.87, + "learning_rate": 7.0779487179487184e-06, + "loss": 0.0019, + "step": 6200 + }, + { + "epoch": 21.96, + "learning_rate": 7.065128205128205e-06, + "loss": 0.0013, + "step": 6225 + }, + { + "epoch": 22.05, + "learning_rate": 7.052307692307693e-06, + "loss": 0.001, + "step": 6250 + }, + { + "epoch": 22.13, + "learning_rate": 7.03948717948718e-06, + "loss": 0.001, + "step": 6275 + }, + { + "epoch": 22.22, + "learning_rate": 7.0266666666666674e-06, + "loss": 0.001, + "step": 6300 + }, + { + "epoch": 22.31, + "learning_rate": 7.013846153846154e-06, + "loss": 0.0017, + "step": 6325 + }, + { + "epoch": 22.4, + "learning_rate": 7.001025641025642e-06, + "loss": 0.0008, + "step": 6350 + }, + { + "epoch": 22.49, + "learning_rate": 6.988205128205129e-06, + "loss": 0.0017, + "step": 6375 + }, + { + "epoch": 22.57, + "learning_rate": 6.9753846153846164e-06, + "loss": 0.0011, + "step": 6400 + }, + { + "epoch": 22.66, + "learning_rate": 6.962564102564103e-06, + "loss": 0.0024, + "step": 6425 + }, + { + "epoch": 22.75, + "learning_rate": 6.949743589743591e-06, + "loss": 0.0013, + "step": 6450 + }, + { + "epoch": 22.84, + "learning_rate": 6.936923076923078e-06, + "loss": 0.002, + "step": 6475 + }, + { + "epoch": 22.93, + "learning_rate": 6.9241025641025646e-06, + "loss": 0.0012, + "step": 6500 + }, + { + "epoch": 23.02, + "learning_rate": 6.911282051282052e-06, + "loss": 0.0018, + "step": 6525 + }, + { + "epoch": 23.1, + "learning_rate": 6.898461538461539e-06, + "loss": 0.0008, + "step": 6550 + }, + { + "epoch": 23.19, + "learning_rate": 6.885641025641027e-06, + "loss": 0.0012, + "step": 6575 + }, + { + "epoch": 23.28, + "learning_rate": 6.8728205128205136e-06, + "loss": 0.0011, + "step": 6600 + }, + { + "epoch": 23.37, + "learning_rate": 6.860000000000001e-06, + "loss": 0.0019, + "step": 6625 + }, + { + "epoch": 23.46, + "learning_rate": 6.847179487179487e-06, + "loss": 0.0014, + "step": 6650 + }, + { + "epoch": 23.54, + "learning_rate": 6.834358974358974e-06, + "loss": 0.0018, + "step": 6675 + }, + { + "epoch": 23.63, + "learning_rate": 6.821538461538462e-06, + "loss": 0.0011, + "step": 6700 + }, + { + "epoch": 23.72, + "learning_rate": 6.8087179487179485e-06, + "loss": 0.0008, + "step": 6725 + }, + { + "epoch": 23.81, + "learning_rate": 6.795897435897436e-06, + "loss": 0.0019, + "step": 6750 + }, + { + "epoch": 23.9, + "learning_rate": 6.783076923076923e-06, + "loss": 0.0015, + "step": 6775 + }, + { + "epoch": 23.99, + "learning_rate": 6.770256410256411e-06, + "loss": 0.001, + "step": 6800 + }, + { + "epoch": 24.07, + "learning_rate": 6.7574358974358975e-06, + "loss": 0.0006, + "step": 6825 + }, + { + "epoch": 24.16, + "learning_rate": 6.744615384615385e-06, + "loss": 0.001, + "step": 6850 + }, + { + "epoch": 24.25, + "learning_rate": 6.731794871794872e-06, + "loss": 0.0004, + "step": 6875 + }, + { + "epoch": 24.34, + "learning_rate": 6.71897435897436e-06, + "loss": 0.0008, + "step": 6900 + }, + { + "epoch": 24.43, + "learning_rate": 6.7061538461538465e-06, + "loss": 0.0012, + "step": 6925 + }, + { + "epoch": 24.51, + "learning_rate": 6.693333333333334e-06, + "loss": 0.0013, + "step": 6950 + }, + { + "epoch": 24.6, + "learning_rate": 6.680512820512821e-06, + "loss": 0.0012, + "step": 6975 + }, + { + "epoch": 24.69, + "learning_rate": 6.667692307692309e-06, + "loss": 0.0021, + "step": 7000 + }, + { + "epoch": 24.69, + "eval_loss": 0.323429673910141, + "eval_runtime": 2296.7002, + "eval_samples_per_second": 3.95, + "eval_steps_per_second": 0.247, + "eval_wer": 7.743239246870173, + "step": 7000 + }, + { + "epoch": 24.78, + "learning_rate": 6.6548717948717955e-06, + "loss": 0.0012, + "step": 7025 + }, + { + "epoch": 24.87, + "learning_rate": 6.642051282051283e-06, + "loss": 0.0014, + "step": 7050 + }, + { + "epoch": 24.96, + "learning_rate": 6.62923076923077e-06, + "loss": 0.0023, + "step": 7075 + }, + { + "epoch": 25.04, + "learning_rate": 6.616410256410257e-06, + "loss": 0.0017, + "step": 7100 + }, + { + "epoch": 25.13, + "learning_rate": 6.6035897435897445e-06, + "loss": 0.0014, + "step": 7125 + }, + { + "epoch": 25.22, + "learning_rate": 6.590769230769231e-06, + "loss": 0.0013, + "step": 7150 + }, + { + "epoch": 25.31, + "learning_rate": 6.577948717948719e-06, + "loss": 0.0028, + "step": 7175 + }, + { + "epoch": 25.4, + "learning_rate": 6.565128205128206e-06, + "loss": 0.0019, + "step": 7200 + }, + { + "epoch": 25.49, + "learning_rate": 6.5523076923076935e-06, + "loss": 0.0013, + "step": 7225 + }, + { + "epoch": 25.57, + "learning_rate": 6.5394871794871795e-06, + "loss": 0.0019, + "step": 7250 + }, + { + "epoch": 25.66, + "learning_rate": 6.526666666666666e-06, + "loss": 0.0017, + "step": 7275 + }, + { + "epoch": 25.75, + "learning_rate": 6.513846153846154e-06, + "loss": 0.0023, + "step": 7300 + }, + { + "epoch": 25.84, + "learning_rate": 6.501025641025641e-06, + "loss": 0.0023, + "step": 7325 + }, + { + "epoch": 25.93, + "learning_rate": 6.4882051282051285e-06, + "loss": 0.0016, + "step": 7350 + }, + { + "epoch": 26.01, + "learning_rate": 6.475384615384615e-06, + "loss": 0.0021, + "step": 7375 + }, + { + "epoch": 26.1, + "learning_rate": 6.462564102564103e-06, + "loss": 0.0017, + "step": 7400 + }, + { + "epoch": 26.19, + "learning_rate": 6.44974358974359e-06, + "loss": 0.0012, + "step": 7425 + }, + { + "epoch": 26.28, + "learning_rate": 6.4369230769230775e-06, + "loss": 0.0033, + "step": 7450 + }, + { + "epoch": 26.37, + "learning_rate": 6.424102564102564e-06, + "loss": 0.0014, + "step": 7475 + }, + { + "epoch": 26.46, + "learning_rate": 6.411282051282052e-06, + "loss": 0.0016, + "step": 7500 + }, + { + "epoch": 26.54, + "learning_rate": 6.398461538461539e-06, + "loss": 0.0025, + "step": 7525 + }, + { + "epoch": 26.63, + "learning_rate": 6.3856410256410264e-06, + "loss": 0.0016, + "step": 7550 + }, + { + "epoch": 26.72, + "learning_rate": 6.372820512820513e-06, + "loss": 0.0034, + "step": 7575 + }, + { + "epoch": 26.81, + "learning_rate": 6.360000000000001e-06, + "loss": 0.0041, + "step": 7600 + }, + { + "epoch": 26.9, + "learning_rate": 6.347179487179488e-06, + "loss": 0.0034, + "step": 7625 + }, + { + "epoch": 26.98, + "learning_rate": 6.3343589743589754e-06, + "loss": 0.0016, + "step": 7650 + }, + { + "epoch": 27.07, + "learning_rate": 6.321538461538462e-06, + "loss": 0.0025, + "step": 7675 + }, + { + "epoch": 27.16, + "learning_rate": 6.30871794871795e-06, + "loss": 0.0021, + "step": 7700 + }, + { + "epoch": 27.25, + "learning_rate": 6.295897435897437e-06, + "loss": 0.0021, + "step": 7725 + }, + { + "epoch": 27.34, + "learning_rate": 6.283076923076924e-06, + "loss": 0.0016, + "step": 7750 + }, + { + "epoch": 27.43, + "learning_rate": 6.270256410256411e-06, + "loss": 0.0024, + "step": 7775 + }, + { + "epoch": 27.51, + "learning_rate": 6.257435897435898e-06, + "loss": 0.0035, + "step": 7800 + }, + { + "epoch": 27.6, + "learning_rate": 6.244615384615386e-06, + "loss": 0.0021, + "step": 7825 + }, + { + "epoch": 27.69, + "learning_rate": 6.2317948717948726e-06, + "loss": 0.0029, + "step": 7850 + }, + { + "epoch": 27.78, + "learning_rate": 6.2189743589743586e-06, + "loss": 0.004, + "step": 7875 + }, + { + "epoch": 27.87, + "learning_rate": 6.206153846153846e-06, + "loss": 0.0031, + "step": 7900 + }, + { + "epoch": 27.95, + "learning_rate": 6.193333333333333e-06, + "loss": 0.0035, + "step": 7925 + }, + { + "epoch": 28.04, + "learning_rate": 6.180512820512821e-06, + "loss": 0.0033, + "step": 7950 + }, + { + "epoch": 28.13, + "learning_rate": 6.1676923076923075e-06, + "loss": 0.0013, + "step": 7975 + }, + { + "epoch": 28.22, + "learning_rate": 6.154871794871795e-06, + "loss": 0.0028, + "step": 8000 + }, + { + "epoch": 28.22, + "eval_loss": 0.32929784059524536, + "eval_runtime": 2304.8934, + "eval_samples_per_second": 3.936, + "eval_steps_per_second": 0.246, + "eval_wer": 7.984753392698715, + "step": 8000 + }, + { + "epoch": 28.31, + "learning_rate": 6.142051282051282e-06, + "loss": 0.0018, + "step": 8025 + }, + { + "epoch": 28.4, + "learning_rate": 6.12923076923077e-06, + "loss": 0.0019, + "step": 8050 + }, + { + "epoch": 28.48, + "learning_rate": 6.1164102564102565e-06, + "loss": 0.0026, + "step": 8075 + }, + { + "epoch": 28.57, + "learning_rate": 6.103589743589744e-06, + "loss": 0.0019, + "step": 8100 + }, + { + "epoch": 28.66, + "learning_rate": 6.090769230769231e-06, + "loss": 0.0014, + "step": 8125 + }, + { + "epoch": 28.75, + "learning_rate": 6.077948717948719e-06, + "loss": 0.0017, + "step": 8150 + }, + { + "epoch": 28.84, + "learning_rate": 6.0651282051282055e-06, + "loss": 0.0009, + "step": 8175 + }, + { + "epoch": 28.92, + "learning_rate": 6.052307692307693e-06, + "loss": 0.001, + "step": 8200 + }, + { + "epoch": 29.01, + "learning_rate": 6.03948717948718e-06, + "loss": 0.0015, + "step": 8225 + }, + { + "epoch": 29.1, + "learning_rate": 6.026666666666668e-06, + "loss": 0.0015, + "step": 8250 + }, + { + "epoch": 29.19, + "learning_rate": 6.0138461538461545e-06, + "loss": 0.0012, + "step": 8275 + }, + { + "epoch": 29.28, + "learning_rate": 6.001025641025642e-06, + "loss": 0.0014, + "step": 8300 + }, + { + "epoch": 29.37, + "learning_rate": 5.988205128205129e-06, + "loss": 0.0017, + "step": 8325 + }, + { + "epoch": 29.45, + "learning_rate": 5.975384615384616e-06, + "loss": 0.0013, + "step": 8350 + }, + { + "epoch": 29.54, + "learning_rate": 5.9625641025641035e-06, + "loss": 0.0016, + "step": 8375 + }, + { + "epoch": 29.63, + "learning_rate": 5.94974358974359e-06, + "loss": 0.0027, + "step": 8400 + }, + { + "epoch": 29.72, + "learning_rate": 5.936923076923078e-06, + "loss": 0.0013, + "step": 8425 + }, + { + "epoch": 29.81, + "learning_rate": 5.924102564102565e-06, + "loss": 0.001, + "step": 8450 + }, + { + "epoch": 29.89, + "learning_rate": 5.911282051282052e-06, + "loss": 0.0018, + "step": 8475 + }, + { + "epoch": 29.98, + "learning_rate": 5.8984615384615385e-06, + "loss": 0.0007, + "step": 8500 + }, + { + "epoch": 30.07, + "learning_rate": 5.885641025641025e-06, + "loss": 0.0021, + "step": 8525 + }, + { + "epoch": 30.16, + "learning_rate": 5.872820512820513e-06, + "loss": 0.0015, + "step": 8550 + }, + { + "epoch": 30.25, + "learning_rate": 5.86e-06, + "loss": 0.0009, + "step": 8575 + }, + { + "epoch": 30.34, + "learning_rate": 5.8471794871794875e-06, + "loss": 0.0015, + "step": 8600 + }, + { + "epoch": 30.42, + "learning_rate": 5.834358974358974e-06, + "loss": 0.0013, + "step": 8625 + }, + { + "epoch": 30.51, + "learning_rate": 5.821538461538462e-06, + "loss": 0.001, + "step": 8650 + }, + { + "epoch": 30.6, + "learning_rate": 5.808717948717949e-06, + "loss": 0.0015, + "step": 8675 + }, + { + "epoch": 30.69, + "learning_rate": 5.796410256410256e-06, + "loss": 0.001, + "step": 8700 + }, + { + "epoch": 30.78, + "learning_rate": 5.783589743589744e-06, + "loss": 0.0015, + "step": 8725 + }, + { + "epoch": 30.86, + "learning_rate": 5.770769230769231e-06, + "loss": 0.0016, + "step": 8750 + }, + { + "epoch": 30.95, + "learning_rate": 5.757948717948718e-06, + "loss": 0.002, + "step": 8775 + }, + { + "epoch": 31.04, + "learning_rate": 5.745128205128205e-06, + "loss": 0.0012, + "step": 8800 + }, + { + "epoch": 31.13, + "learning_rate": 5.732307692307693e-06, + "loss": 0.001, + "step": 8825 + }, + { + "epoch": 31.22, + "learning_rate": 5.71948717948718e-06, + "loss": 0.0007, + "step": 8850 + }, + { + "epoch": 31.31, + "learning_rate": 5.706666666666667e-06, + "loss": 0.0005, + "step": 8875 + }, + { + "epoch": 31.39, + "learning_rate": 5.693846153846154e-06, + "loss": 0.001, + "step": 8900 + }, + { + "epoch": 31.48, + "learning_rate": 5.681025641025642e-06, + "loss": 0.0005, + "step": 8925 + }, + { + "epoch": 31.57, + "learning_rate": 5.668205128205129e-06, + "loss": 0.0004, + "step": 8950 + }, + { + "epoch": 31.66, + "learning_rate": 5.6553846153846155e-06, + "loss": 0.0013, + "step": 8975 + }, + { + "epoch": 31.75, + "learning_rate": 5.642564102564103e-06, + "loss": 0.0003, + "step": 9000 + }, + { + "epoch": 31.75, + "eval_loss": 0.35398638248443604, + "eval_runtime": 2298.3856, + "eval_samples_per_second": 3.947, + "eval_steps_per_second": 0.247, + "eval_wer": 7.894390957184635, + "step": 9000 + }, + { + "epoch": 31.83, + "learning_rate": 5.62974358974359e-06, + "loss": 0.0008, + "step": 9025 + }, + { + "epoch": 31.92, + "learning_rate": 5.616923076923078e-06, + "loss": 0.0003, + "step": 9050 + }, + { + "epoch": 32.01, + "learning_rate": 5.6041025641025645e-06, + "loss": 0.0005, + "step": 9075 + }, + { + "epoch": 32.1, + "learning_rate": 5.591282051282052e-06, + "loss": 0.0005, + "step": 9100 + }, + { + "epoch": 32.19, + "learning_rate": 5.578461538461539e-06, + "loss": 0.0005, + "step": 9125 + }, + { + "epoch": 32.28, + "learning_rate": 5.565641025641027e-06, + "loss": 0.0016, + "step": 9150 + }, + { + "epoch": 32.36, + "learning_rate": 5.5528205128205135e-06, + "loss": 0.0005, + "step": 9175 + }, + { + "epoch": 32.45, + "learning_rate": 5.540000000000001e-06, + "loss": 0.0011, + "step": 9200 + }, + { + "epoch": 32.54, + "learning_rate": 5.527179487179488e-06, + "loss": 0.0007, + "step": 9225 + }, + { + "epoch": 32.63, + "learning_rate": 5.514358974358974e-06, + "loss": 0.0006, + "step": 9250 + }, + { + "epoch": 32.72, + "learning_rate": 5.501538461538462e-06, + "loss": 0.0006, + "step": 9275 + }, + { + "epoch": 32.8, + "learning_rate": 5.4887179487179485e-06, + "loss": 0.0011, + "step": 9300 + }, + { + "epoch": 32.89, + "learning_rate": 5.475897435897436e-06, + "loss": 0.002, + "step": 9325 + }, + { + "epoch": 32.98, + "learning_rate": 5.463076923076923e-06, + "loss": 0.0022, + "step": 9350 + }, + { + "epoch": 33.07, + "learning_rate": 5.450256410256411e-06, + "loss": 0.0015, + "step": 9375 + }, + { + "epoch": 33.16, + "learning_rate": 5.4374358974358975e-06, + "loss": 0.0009, + "step": 9400 + }, + { + "epoch": 33.25, + "learning_rate": 5.424615384615385e-06, + "loss": 0.0002, + "step": 9425 + }, + { + "epoch": 33.33, + "learning_rate": 5.411794871794872e-06, + "loss": 0.0008, + "step": 9450 + }, + { + "epoch": 33.42, + "learning_rate": 5.39897435897436e-06, + "loss": 0.0003, + "step": 9475 + }, + { + "epoch": 33.51, + "learning_rate": 5.3861538461538464e-06, + "loss": 0.0018, + "step": 9500 + }, + { + "epoch": 33.6, + "learning_rate": 5.373333333333334e-06, + "loss": 0.0005, + "step": 9525 + }, + { + "epoch": 33.69, + "learning_rate": 5.360512820512821e-06, + "loss": 0.0019, + "step": 9550 + }, + { + "epoch": 33.77, + "learning_rate": 5.347692307692308e-06, + "loss": 0.0008, + "step": 9575 + }, + { + "epoch": 33.86, + "learning_rate": 5.3348717948717954e-06, + "loss": 0.0018, + "step": 9600 + }, + { + "epoch": 33.95, + "learning_rate": 5.322051282051282e-06, + "loss": 0.0009, + "step": 9625 + }, + { + "epoch": 34.04, + "learning_rate": 5.30923076923077e-06, + "loss": 0.0022, + "step": 9650 + }, + { + "epoch": 34.13, + "learning_rate": 5.296410256410257e-06, + "loss": 0.0002, + "step": 9675 + }, + { + "epoch": 34.22, + "learning_rate": 5.2835897435897444e-06, + "loss": 0.0004, + "step": 9700 + }, + { + "epoch": 34.3, + "learning_rate": 5.270769230769231e-06, + "loss": 0.0004, + "step": 9725 + }, + { + "epoch": 34.39, + "learning_rate": 5.257948717948719e-06, + "loss": 0.0006, + "step": 9750 + }, + { + "epoch": 34.48, + "learning_rate": 5.245128205128206e-06, + "loss": 0.0002, + "step": 9775 + }, + { + "epoch": 34.57, + "learning_rate": 5.2323076923076934e-06, + "loss": 0.0003, + "step": 9800 + }, + { + "epoch": 34.66, + "learning_rate": 5.21948717948718e-06, + "loss": 0.0013, + "step": 9825 + }, + { + "epoch": 34.74, + "learning_rate": 5.206666666666668e-06, + "loss": 0.0003, + "step": 9850 + }, + { + "epoch": 34.83, + "learning_rate": 5.193846153846154e-06, + "loss": 0.0006, + "step": 9875 + }, + { + "epoch": 34.92, + "learning_rate": 5.181025641025641e-06, + "loss": 0.0005, + "step": 9900 + }, + { + "epoch": 35.01, + "learning_rate": 5.168205128205128e-06, + "loss": 0.0013, + "step": 9925 + }, + { + "epoch": 35.1, + "learning_rate": 5.155384615384615e-06, + "loss": 0.0011, + "step": 9950 + }, + { + "epoch": 35.19, + "learning_rate": 5.142564102564103e-06, + "loss": 0.0005, + "step": 9975 + }, + { + "epoch": 35.27, + "learning_rate": 5.12974358974359e-06, + "loss": 0.0003, + "step": 10000 + }, + { + "epoch": 35.27, + "eval_loss": 0.3439212739467621, + "eval_runtime": 2299.1825, + "eval_samples_per_second": 3.946, + "eval_steps_per_second": 0.247, + "eval_wer": 7.886176190319719, + "step": 10000 + }, + { + "epoch": 35.36, + "learning_rate": 5.116923076923077e-06, + "loss": 0.0007, + "step": 10025 + }, + { + "epoch": 35.45, + "learning_rate": 5.104102564102564e-06, + "loss": 0.0007, + "step": 10050 + }, + { + "epoch": 35.54, + "learning_rate": 5.091282051282052e-06, + "loss": 0.0003, + "step": 10075 + }, + { + "epoch": 35.63, + "learning_rate": 5.078461538461539e-06, + "loss": 0.0005, + "step": 10100 + }, + { + "epoch": 35.71, + "learning_rate": 5.065641025641026e-06, + "loss": 0.0008, + "step": 10125 + }, + { + "epoch": 35.8, + "learning_rate": 5.052820512820513e-06, + "loss": 0.0009, + "step": 10150 + }, + { + "epoch": 35.89, + "learning_rate": 5.04e-06, + "loss": 0.0009, + "step": 10175 + }, + { + "epoch": 35.98, + "learning_rate": 5.027179487179488e-06, + "loss": 0.0009, + "step": 10200 + }, + { + "epoch": 36.07, + "learning_rate": 5.0143589743589745e-06, + "loss": 0.0009, + "step": 10225 + }, + { + "epoch": 36.16, + "learning_rate": 5.001538461538462e-06, + "loss": 0.0003, + "step": 10250 + }, + { + "epoch": 36.24, + "learning_rate": 4.988717948717949e-06, + "loss": 0.001, + "step": 10275 + }, + { + "epoch": 36.33, + "learning_rate": 4.975897435897437e-06, + "loss": 0.0009, + "step": 10300 + }, + { + "epoch": 36.42, + "learning_rate": 4.9630769230769235e-06, + "loss": 0.0005, + "step": 10325 + }, + { + "epoch": 36.51, + "learning_rate": 4.95025641025641e-06, + "loss": 0.0002, + "step": 10350 + }, + { + "epoch": 36.6, + "learning_rate": 4.937435897435898e-06, + "loss": 0.0006, + "step": 10375 + }, + { + "epoch": 36.68, + "learning_rate": 4.924615384615385e-06, + "loss": 0.0003, + "step": 10400 + }, + { + "epoch": 36.77, + "learning_rate": 4.9117948717948725e-06, + "loss": 0.0009, + "step": 10425 + }, + { + "epoch": 36.86, + "learning_rate": 4.898974358974359e-06, + "loss": 0.0009, + "step": 10450 + }, + { + "epoch": 36.95, + "learning_rate": 4.886153846153847e-06, + "loss": 0.0011, + "step": 10475 + }, + { + "epoch": 37.04, + "learning_rate": 4.873333333333334e-06, + "loss": 0.0008, + "step": 10500 + }, + { + "epoch": 37.13, + "learning_rate": 4.860512820512821e-06, + "loss": 0.0014, + "step": 10525 + }, + { + "epoch": 37.21, + "learning_rate": 4.847692307692308e-06, + "loss": 0.0004, + "step": 10550 + }, + { + "epoch": 37.3, + "learning_rate": 4.834871794871795e-06, + "loss": 0.0002, + "step": 10575 + }, + { + "epoch": 37.39, + "learning_rate": 4.822051282051283e-06, + "loss": 0.0008, + "step": 10600 + }, + { + "epoch": 37.48, + "learning_rate": 4.80923076923077e-06, + "loss": 0.0011, + "step": 10625 + }, + { + "epoch": 37.57, + "learning_rate": 4.7964102564102565e-06, + "loss": 0.0003, + "step": 10650 + }, + { + "epoch": 37.65, + "learning_rate": 4.783589743589744e-06, + "loss": 0.0002, + "step": 10675 + }, + { + "epoch": 37.74, + "learning_rate": 4.770769230769231e-06, + "loss": 0.0002, + "step": 10700 + }, + { + "epoch": 37.83, + "learning_rate": 4.757948717948719e-06, + "loss": 0.0002, + "step": 10725 + }, + { + "epoch": 37.92, + "learning_rate": 4.7451282051282055e-06, + "loss": 0.0003, + "step": 10750 + }, + { + "epoch": 38.01, + "learning_rate": 4.732307692307693e-06, + "loss": 0.0002, + "step": 10775 + }, + { + "epoch": 38.1, + "learning_rate": 4.71948717948718e-06, + "loss": 0.0001, + "step": 10800 + }, + { + "epoch": 38.18, + "learning_rate": 4.706666666666667e-06, + "loss": 0.0001, + "step": 10825 + }, + { + "epoch": 38.27, + "learning_rate": 4.6938461538461544e-06, + "loss": 0.0007, + "step": 10850 + }, + { + "epoch": 38.36, + "learning_rate": 4.681025641025641e-06, + "loss": 0.0006, + "step": 10875 + }, + { + "epoch": 38.45, + "learning_rate": 4.668205128205129e-06, + "loss": 0.0003, + "step": 10900 + }, + { + "epoch": 38.54, + "learning_rate": 4.655384615384616e-06, + "loss": 0.0004, + "step": 10925 + }, + { + "epoch": 38.62, + "learning_rate": 4.642564102564103e-06, + "loss": 0.0003, + "step": 10950 + }, + { + "epoch": 38.71, + "learning_rate": 4.62974358974359e-06, + "loss": 0.0006, + "step": 10975 + }, + { + "epoch": 38.8, + "learning_rate": 4.616923076923077e-06, + "loss": 0.0005, + "step": 11000 + }, + { + "epoch": 38.8, + "eval_loss": 0.367291122674942, + "eval_runtime": 2295.8927, + "eval_samples_per_second": 3.951, + "eval_steps_per_second": 0.247, + "eval_wer": 8.170407123845825, + "step": 11000 + }, + { + "epoch": 38.89, + "learning_rate": 4.604102564102565e-06, + "loss": 0.0029, + "step": 11025 + }, + { + "epoch": 38.98, + "learning_rate": 4.591282051282052e-06, + "loss": 0.0009, + "step": 11050 + }, + { + "epoch": 39.07, + "learning_rate": 4.578461538461539e-06, + "loss": 0.0017, + "step": 11075 + }, + { + "epoch": 39.15, + "learning_rate": 4.565641025641026e-06, + "loss": 0.0004, + "step": 11100 + }, + { + "epoch": 39.24, + "learning_rate": 4.552820512820513e-06, + "loss": 0.0014, + "step": 11125 + }, + { + "epoch": 39.33, + "learning_rate": 4.540000000000001e-06, + "loss": 0.0006, + "step": 11150 + }, + { + "epoch": 39.42, + "learning_rate": 4.527179487179487e-06, + "loss": 0.0009, + "step": 11175 + }, + { + "epoch": 39.51, + "learning_rate": 4.514358974358975e-06, + "loss": 0.0004, + "step": 11200 + }, + { + "epoch": 39.59, + "learning_rate": 4.501538461538462e-06, + "loss": 0.001, + "step": 11225 + }, + { + "epoch": 39.68, + "learning_rate": 4.488717948717949e-06, + "loss": 0.001, + "step": 11250 + }, + { + "epoch": 39.77, + "learning_rate": 4.475897435897436e-06, + "loss": 0.0012, + "step": 11275 + }, + { + "epoch": 39.86, + "learning_rate": 4.463076923076923e-06, + "loss": 0.001, + "step": 11300 + }, + { + "epoch": 39.95, + "learning_rate": 4.450256410256411e-06, + "loss": 0.0008, + "step": 11325 + }, + { + "epoch": 40.04, + "learning_rate": 4.437435897435898e-06, + "loss": 0.0016, + "step": 11350 + }, + { + "epoch": 40.12, + "learning_rate": 4.424615384615385e-06, + "loss": 0.0012, + "step": 11375 + }, + { + "epoch": 40.21, + "learning_rate": 4.411794871794872e-06, + "loss": 0.0015, + "step": 11400 + }, + { + "epoch": 40.3, + "learning_rate": 4.398974358974359e-06, + "loss": 0.0022, + "step": 11425 + }, + { + "epoch": 40.39, + "learning_rate": 4.386153846153847e-06, + "loss": 0.0017, + "step": 11450 + }, + { + "epoch": 40.48, + "learning_rate": 4.3733333333333335e-06, + "loss": 0.0011, + "step": 11475 + }, + { + "epoch": 40.56, + "learning_rate": 4.360512820512821e-06, + "loss": 0.0015, + "step": 11500 + }, + { + "epoch": 40.65, + "learning_rate": 4.347692307692308e-06, + "loss": 0.0014, + "step": 11525 + }, + { + "epoch": 40.74, + "learning_rate": 4.334871794871795e-06, + "loss": 0.0006, + "step": 11550 + }, + { + "epoch": 40.83, + "learning_rate": 4.3220512820512825e-06, + "loss": 0.0012, + "step": 11575 + }, + { + "epoch": 40.92, + "learning_rate": 4.309230769230769e-06, + "loss": 0.0013, + "step": 11600 + }, + { + "epoch": 41.01, + "learning_rate": 4.296410256410257e-06, + "loss": 0.0006, + "step": 11625 + }, + { + "epoch": 41.09, + "learning_rate": 4.283589743589744e-06, + "loss": 0.0009, + "step": 11650 + }, + { + "epoch": 41.18, + "learning_rate": 4.2707692307692315e-06, + "loss": 0.001, + "step": 11675 + }, + { + "epoch": 41.27, + "learning_rate": 4.257948717948718e-06, + "loss": 0.0015, + "step": 11700 + }, + { + "epoch": 41.36, + "learning_rate": 4.245128205128205e-06, + "loss": 0.0008, + "step": 11725 + }, + { + "epoch": 41.45, + "learning_rate": 4.232307692307693e-06, + "loss": 0.0012, + "step": 11750 + }, + { + "epoch": 41.53, + "learning_rate": 4.21948717948718e-06, + "loss": 0.0009, + "step": 11775 + }, + { + "epoch": 41.62, + "learning_rate": 4.206666666666667e-06, + "loss": 0.0026, + "step": 11800 + }, + { + "epoch": 41.71, + "learning_rate": 4.193846153846154e-06, + "loss": 0.0013, + "step": 11825 + }, + { + "epoch": 41.8, + "learning_rate": 4.181025641025641e-06, + "loss": 0.0012, + "step": 11850 + }, + { + "epoch": 41.89, + "learning_rate": 4.168205128205129e-06, + "loss": 0.0013, + "step": 11875 + }, + { + "epoch": 41.98, + "learning_rate": 4.1553846153846155e-06, + "loss": 0.0011, + "step": 11900 + }, + { + "epoch": 42.06, + "learning_rate": 4.142564102564103e-06, + "loss": 0.0007, + "step": 11925 + }, + { + "epoch": 42.15, + "learning_rate": 4.12974358974359e-06, + "loss": 0.0013, + "step": 11950 + }, + { + "epoch": 42.24, + "learning_rate": 4.116923076923078e-06, + "loss": 0.0005, + "step": 11975 + }, + { + "epoch": 42.33, + "learning_rate": 4.1041025641025645e-06, + "loss": 0.0008, + "step": 12000 + }, + { + "epoch": 42.33, + "eval_loss": 0.3509836494922638, + "eval_runtime": 2295.9237, + "eval_samples_per_second": 3.951, + "eval_steps_per_second": 0.247, + "eval_wer": 7.9371077448822005, + "step": 12000 + }, + { + "epoch": 42.42, + "learning_rate": 4.091282051282051e-06, + "loss": 0.0012, + "step": 12025 + }, + { + "epoch": 42.5, + "learning_rate": 4.078461538461539e-06, + "loss": 0.0024, + "step": 12050 + }, + { + "epoch": 42.59, + "learning_rate": 4.065641025641026e-06, + "loss": 0.0006, + "step": 12075 + }, + { + "epoch": 42.68, + "learning_rate": 4.0528205128205135e-06, + "loss": 0.001, + "step": 12100 + }, + { + "epoch": 42.77, + "learning_rate": 4.04e-06, + "loss": 0.0014, + "step": 12125 + }, + { + "epoch": 42.86, + "learning_rate": 4.027179487179487e-06, + "loss": 0.0011, + "step": 12150 + }, + { + "epoch": 42.95, + "learning_rate": 4.014358974358975e-06, + "loss": 0.0008, + "step": 12175 + }, + { + "epoch": 43.03, + "learning_rate": 4.001538461538462e-06, + "loss": 0.001, + "step": 12200 + }, + { + "epoch": 43.12, + "learning_rate": 3.988717948717949e-06, + "loss": 0.0007, + "step": 12225 + }, + { + "epoch": 43.21, + "learning_rate": 3.975897435897436e-06, + "loss": 0.0002, + "step": 12250 + }, + { + "epoch": 43.3, + "learning_rate": 3.963076923076924e-06, + "loss": 0.0002, + "step": 12275 + }, + { + "epoch": 43.39, + "learning_rate": 3.950256410256411e-06, + "loss": 0.0002, + "step": 12300 + }, + { + "epoch": 43.47, + "learning_rate": 3.937435897435897e-06, + "loss": 0.0011, + "step": 12325 + }, + { + "epoch": 43.56, + "learning_rate": 3.924615384615385e-06, + "loss": 0.0002, + "step": 12350 + }, + { + "epoch": 43.65, + "learning_rate": 3.911794871794872e-06, + "loss": 0.0007, + "step": 12375 + }, + { + "epoch": 43.74, + "learning_rate": 3.89897435897436e-06, + "loss": 0.0003, + "step": 12400 + }, + { + "epoch": 43.83, + "learning_rate": 3.886153846153846e-06, + "loss": 0.0011, + "step": 12425 + }, + { + "epoch": 43.92, + "learning_rate": 3.873333333333333e-06, + "loss": 0.0004, + "step": 12450 + }, + { + "epoch": 44.0, + "learning_rate": 3.860512820512821e-06, + "loss": 0.001, + "step": 12475 + }, + { + "epoch": 44.09, + "learning_rate": 3.847692307692308e-06, + "loss": 0.0002, + "step": 12500 + }, + { + "epoch": 44.18, + "learning_rate": 3.834871794871795e-06, + "loss": 0.0005, + "step": 12525 + }, + { + "epoch": 44.27, + "learning_rate": 3.822051282051282e-06, + "loss": 0.0001, + "step": 12550 + }, + { + "epoch": 44.36, + "learning_rate": 3.8092307692307695e-06, + "loss": 0.0005, + "step": 12575 + }, + { + "epoch": 44.44, + "learning_rate": 3.7964102564102567e-06, + "loss": 0.0001, + "step": 12600 + }, + { + "epoch": 44.53, + "learning_rate": 3.783589743589744e-06, + "loss": 0.0002, + "step": 12625 + }, + { + "epoch": 44.62, + "learning_rate": 3.7707692307692312e-06, + "loss": 0.0002, + "step": 12650 + }, + { + "epoch": 44.71, + "learning_rate": 3.7579487179487185e-06, + "loss": 0.0004, + "step": 12675 + }, + { + "epoch": 44.8, + "learning_rate": 3.7451282051282057e-06, + "loss": 0.0003, + "step": 12700 + }, + { + "epoch": 44.89, + "learning_rate": 3.732307692307693e-06, + "loss": 0.0001, + "step": 12725 + }, + { + "epoch": 44.97, + "learning_rate": 3.7194871794871794e-06, + "loss": 0.0007, + "step": 12750 + }, + { + "epoch": 45.06, + "learning_rate": 3.7066666666666666e-06, + "loss": 0.0001, + "step": 12775 + }, + { + "epoch": 45.15, + "learning_rate": 3.693846153846154e-06, + "loss": 0.0001, + "step": 12800 + }, + { + "epoch": 45.24, + "learning_rate": 3.681025641025641e-06, + "loss": 0.0001, + "step": 12825 + }, + { + "epoch": 45.33, + "learning_rate": 3.6682051282051284e-06, + "loss": 0.0001, + "step": 12850 + }, + { + "epoch": 45.41, + "learning_rate": 3.6553846153846156e-06, + "loss": 0.0001, + "step": 12875 + }, + { + "epoch": 45.5, + "learning_rate": 3.642564102564103e-06, + "loss": 0.0006, + "step": 12900 + }, + { + "epoch": 45.59, + "learning_rate": 3.62974358974359e-06, + "loss": 0.0001, + "step": 12925 + }, + { + "epoch": 45.68, + "learning_rate": 3.6169230769230773e-06, + "loss": 0.0001, + "step": 12950 + }, + { + "epoch": 45.77, + "learning_rate": 3.6041025641025646e-06, + "loss": 0.0001, + "step": 12975 + }, + { + "epoch": 45.86, + "learning_rate": 3.591282051282052e-06, + "loss": 0.0001, + "step": 13000 + }, + { + "epoch": 45.86, + "eval_loss": 0.36952584981918335, + "eval_runtime": 2295.9689, + "eval_samples_per_second": 3.951, + "eval_steps_per_second": 0.247, + "eval_wer": 7.889462097065686, + "step": 13000 + }, + { + "epoch": 45.94, + "learning_rate": 3.578461538461539e-06, + "loss": 0.0001, + "step": 13025 + }, + { + "epoch": 46.03, + "learning_rate": 3.5656410256410263e-06, + "loss": 0.0001, + "step": 13050 + }, + { + "epoch": 46.12, + "learning_rate": 3.5528205128205127e-06, + "loss": 0.0001, + "step": 13075 + }, + { + "epoch": 46.21, + "learning_rate": 3.54e-06, + "loss": 0.0001, + "step": 13100 + }, + { + "epoch": 46.3, + "learning_rate": 3.5271794871794872e-06, + "loss": 0.0001, + "step": 13125 + }, + { + "epoch": 46.38, + "learning_rate": 3.5143589743589745e-06, + "loss": 0.0001, + "step": 13150 + }, + { + "epoch": 46.47, + "learning_rate": 3.5015384615384617e-06, + "loss": 0.0001, + "step": 13175 + }, + { + "epoch": 46.56, + "learning_rate": 3.488717948717949e-06, + "loss": 0.0001, + "step": 13200 + }, + { + "epoch": 46.65, + "learning_rate": 3.4758974358974362e-06, + "loss": 0.0001, + "step": 13225 + }, + { + "epoch": 46.74, + "learning_rate": 3.4630769230769235e-06, + "loss": 0.0004, + "step": 13250 + }, + { + "epoch": 46.83, + "learning_rate": 3.4502564102564107e-06, + "loss": 0.0001, + "step": 13275 + }, + { + "epoch": 46.91, + "learning_rate": 3.437435897435898e-06, + "loss": 0.0001, + "step": 13300 + }, + { + "epoch": 47.0, + "learning_rate": 3.4246153846153852e-06, + "loss": 0.0001, + "step": 13325 + }, + { + "epoch": 47.09, + "learning_rate": 3.4117948717948725e-06, + "loss": 0.0, + "step": 13350 + }, + { + "epoch": 47.18, + "learning_rate": 3.398974358974359e-06, + "loss": 0.0, + "step": 13375 + }, + { + "epoch": 47.27, + "learning_rate": 3.386153846153846e-06, + "loss": 0.0, + "step": 13400 + }, + { + "epoch": 47.35, + "learning_rate": 3.3733333333333334e-06, + "loss": 0.0, + "step": 13425 + }, + { + "epoch": 47.44, + "learning_rate": 3.3605128205128206e-06, + "loss": 0.0, + "step": 13450 + }, + { + "epoch": 47.53, + "learning_rate": 3.347692307692308e-06, + "loss": 0.0, + "step": 13475 + }, + { + "epoch": 47.62, + "learning_rate": 3.334871794871795e-06, + "loss": 0.0, + "step": 13500 + }, + { + "epoch": 47.71, + "learning_rate": 3.3220512820512824e-06, + "loss": 0.0003, + "step": 13525 + }, + { + "epoch": 47.8, + "learning_rate": 3.3092307692307696e-06, + "loss": 0.0001, + "step": 13550 + }, + { + "epoch": 47.88, + "learning_rate": 3.296410256410257e-06, + "loss": 0.0, + "step": 13575 + }, + { + "epoch": 47.97, + "learning_rate": 3.283589743589744e-06, + "loss": 0.0, + "step": 13600 + }, + { + "epoch": 48.06, + "learning_rate": 3.2707692307692313e-06, + "loss": 0.0, + "step": 13625 + }, + { + "epoch": 48.15, + "learning_rate": 3.2579487179487186e-06, + "loss": 0.0, + "step": 13650 + }, + { + "epoch": 48.24, + "learning_rate": 3.245128205128205e-06, + "loss": 0.0, + "step": 13675 + }, + { + "epoch": 48.32, + "learning_rate": 3.2323076923076922e-06, + "loss": 0.0, + "step": 13700 + }, + { + "epoch": 48.41, + "learning_rate": 3.2194871794871795e-06, + "loss": 0.0001, + "step": 13725 + }, + { + "epoch": 48.5, + "learning_rate": 3.2066666666666667e-06, + "loss": 0.0, + "step": 13750 + }, + { + "epoch": 48.59, + "learning_rate": 3.193846153846154e-06, + "loss": 0.0, + "step": 13775 + }, + { + "epoch": 48.68, + "learning_rate": 3.1810256410256412e-06, + "loss": 0.0, + "step": 13800 + }, + { + "epoch": 48.77, + "learning_rate": 3.1682051282051285e-06, + "loss": 0.0, + "step": 13825 + }, + { + "epoch": 48.85, + "learning_rate": 3.1553846153846157e-06, + "loss": 0.0, + "step": 13850 + }, + { + "epoch": 48.94, + "learning_rate": 3.142564102564103e-06, + "loss": 0.0, + "step": 13875 + }, + { + "epoch": 49.03, + "learning_rate": 3.1297435897435902e-06, + "loss": 0.0, + "step": 13900 + }, + { + "epoch": 49.12, + "learning_rate": 3.1169230769230775e-06, + "loss": 0.0, + "step": 13925 + }, + { + "epoch": 49.21, + "learning_rate": 3.1041025641025647e-06, + "loss": 0.0, + "step": 13950 + }, + { + "epoch": 49.29, + "learning_rate": 3.091282051282051e-06, + "loss": 0.0, + "step": 13975 + }, + { + "epoch": 49.38, + "learning_rate": 3.0784615384615384e-06, + "loss": 0.0, + "step": 14000 + }, + { + "epoch": 49.38, + "eval_loss": 0.3878542482852936, + "eval_runtime": 2297.9114, + "eval_samples_per_second": 3.948, + "eval_steps_per_second": 0.247, + "eval_wer": 7.615088883777478, + "step": 14000 + }, + { + "epoch": 49.47, + "learning_rate": 3.0656410256410256e-06, + "loss": 0.0, + "step": 14025 + }, + { + "epoch": 49.56, + "learning_rate": 3.052820512820513e-06, + "loss": 0.0, + "step": 14050 + }, + { + "epoch": 49.65, + "learning_rate": 3.04e-06, + "loss": 0.0, + "step": 14075 + }, + { + "epoch": 49.74, + "learning_rate": 3.0271794871794874e-06, + "loss": 0.0, + "step": 14100 + }, + { + "epoch": 49.82, + "learning_rate": 3.0143589743589746e-06, + "loss": 0.0, + "step": 14125 + }, + { + "epoch": 49.91, + "learning_rate": 3.001538461538462e-06, + "loss": 0.0, + "step": 14150 + }, + { + "epoch": 50.0, + "learning_rate": 2.988717948717949e-06, + "loss": 0.0, + "step": 14175 + }, + { + "epoch": 50.09, + "learning_rate": 2.9758974358974364e-06, + "loss": 0.0, + "step": 14200 + }, + { + "epoch": 50.18, + "learning_rate": 2.9630769230769236e-06, + "loss": 0.0, + "step": 14225 + }, + { + "epoch": 50.26, + "learning_rate": 2.950256410256411e-06, + "loss": 0.0, + "step": 14250 + }, + { + "epoch": 50.35, + "learning_rate": 2.9374358974358973e-06, + "loss": 0.0, + "step": 14275 + }, + { + "epoch": 50.44, + "learning_rate": 2.9246153846153845e-06, + "loss": 0.0, + "step": 14300 + }, + { + "epoch": 50.53, + "learning_rate": 2.9117948717948717e-06, + "loss": 0.0, + "step": 14325 + }, + { + "epoch": 50.62, + "learning_rate": 2.898974358974359e-06, + "loss": 0.0, + "step": 14350 + }, + { + "epoch": 50.71, + "learning_rate": 2.8861538461538462e-06, + "loss": 0.0, + "step": 14375 + }, + { + "epoch": 50.79, + "learning_rate": 2.8733333333333335e-06, + "loss": 0.0, + "step": 14400 + }, + { + "epoch": 50.88, + "learning_rate": 2.8605128205128207e-06, + "loss": 0.0, + "step": 14425 + }, + { + "epoch": 50.97, + "learning_rate": 2.847692307692308e-06, + "loss": 0.0, + "step": 14450 + }, + { + "epoch": 51.06, + "learning_rate": 2.8348717948717952e-06, + "loss": 0.0, + "step": 14475 + }, + { + "epoch": 51.15, + "learning_rate": 2.8220512820512825e-06, + "loss": 0.0, + "step": 14500 + }, + { + "epoch": 51.23, + "learning_rate": 2.8092307692307697e-06, + "loss": 0.0, + "step": 14525 + }, + { + "epoch": 51.32, + "learning_rate": 2.796410256410257e-06, + "loss": 0.0, + "step": 14550 + }, + { + "epoch": 51.41, + "learning_rate": 2.7835897435897434e-06, + "loss": 0.0, + "step": 14575 + }, + { + "epoch": 51.5, + "learning_rate": 2.7707692307692306e-06, + "loss": 0.0, + "step": 14600 + }, + { + "epoch": 51.59, + "learning_rate": 2.757948717948718e-06, + "loss": 0.0, + "step": 14625 + }, + { + "epoch": 51.68, + "learning_rate": 2.745128205128205e-06, + "loss": 0.0, + "step": 14650 + }, + { + "epoch": 51.76, + "learning_rate": 2.7323076923076924e-06, + "loss": 0.0, + "step": 14675 + }, + { + "epoch": 51.85, + "learning_rate": 2.7194871794871796e-06, + "loss": 0.0, + "step": 14700 + }, + { + "epoch": 51.94, + "learning_rate": 2.706666666666667e-06, + "loss": 0.0, + "step": 14725 + }, + { + "epoch": 52.03, + "learning_rate": 2.693846153846154e-06, + "loss": 0.0, + "step": 14750 + }, + { + "epoch": 52.12, + "learning_rate": 2.6810256410256414e-06, + "loss": 0.0, + "step": 14775 + }, + { + "epoch": 52.2, + "learning_rate": 2.6682051282051286e-06, + "loss": 0.0, + "step": 14800 + }, + { + "epoch": 52.29, + "learning_rate": 2.655384615384616e-06, + "loss": 0.0, + "step": 14825 + }, + { + "epoch": 52.38, + "learning_rate": 2.642564102564103e-06, + "loss": 0.0, + "step": 14850 + }, + { + "epoch": 52.47, + "learning_rate": 2.6297435897435904e-06, + "loss": 0.0, + "step": 14875 + }, + { + "epoch": 52.56, + "learning_rate": 2.6169230769230768e-06, + "loss": 0.0, + "step": 14900 + }, + { + "epoch": 52.65, + "learning_rate": 2.604102564102564e-06, + "loss": 0.0, + "step": 14925 + }, + { + "epoch": 52.73, + "learning_rate": 2.5912820512820513e-06, + "loss": 0.0, + "step": 14950 + }, + { + "epoch": 52.82, + "learning_rate": 2.5784615384615385e-06, + "loss": 0.0, + "step": 14975 + }, + { + "epoch": 52.91, + "learning_rate": 2.5656410256410257e-06, + "loss": 0.0, + "step": 15000 + }, + { + "epoch": 52.91, + "eval_loss": 0.3992508351802826, + "eval_runtime": 2297.2458, + "eval_samples_per_second": 3.949, + "eval_steps_per_second": 0.247, + "eval_wer": 7.546084842112181, + "step": 15000 + }, + { + "epoch": 53.0, + "learning_rate": 2.552820512820513e-06, + "loss": 0.0, + "step": 15025 + }, + { + "epoch": 53.09, + "learning_rate": 2.5400000000000002e-06, + "loss": 0.0, + "step": 15050 + }, + { + "epoch": 53.17, + "learning_rate": 2.5271794871794875e-06, + "loss": 0.0, + "step": 15075 + }, + { + "epoch": 53.26, + "learning_rate": 2.5143589743589747e-06, + "loss": 0.0, + "step": 15100 + }, + { + "epoch": 53.35, + "learning_rate": 2.501538461538462e-06, + "loss": 0.0, + "step": 15125 + }, + { + "epoch": 53.44, + "learning_rate": 2.488717948717949e-06, + "loss": 0.0, + "step": 15150 + }, + { + "epoch": 53.53, + "learning_rate": 2.475897435897436e-06, + "loss": 0.0, + "step": 15175 + }, + { + "epoch": 53.62, + "learning_rate": 2.4630769230769233e-06, + "loss": 0.0, + "step": 15200 + }, + { + "epoch": 53.7, + "learning_rate": 2.4502564102564106e-06, + "loss": 0.0, + "step": 15225 + }, + { + "epoch": 53.79, + "learning_rate": 2.437435897435898e-06, + "loss": 0.0, + "step": 15250 + }, + { + "epoch": 53.88, + "learning_rate": 2.4246153846153846e-06, + "loss": 0.0, + "step": 15275 + }, + { + "epoch": 53.97, + "learning_rate": 2.411794871794872e-06, + "loss": 0.0, + "step": 15300 + }, + { + "epoch": 54.06, + "learning_rate": 2.398974358974359e-06, + "loss": 0.0, + "step": 15325 + }, + { + "epoch": 54.14, + "learning_rate": 2.3861538461538464e-06, + "loss": 0.0, + "step": 15350 + }, + { + "epoch": 54.23, + "learning_rate": 2.3733333333333336e-06, + "loss": 0.0, + "step": 15375 + }, + { + "epoch": 54.32, + "learning_rate": 2.360512820512821e-06, + "loss": 0.0, + "step": 15400 + }, + { + "epoch": 54.41, + "learning_rate": 2.3476923076923077e-06, + "loss": 0.0, + "step": 15425 + }, + { + "epoch": 54.5, + "learning_rate": 2.334871794871795e-06, + "loss": 0.0, + "step": 15450 + }, + { + "epoch": 54.59, + "learning_rate": 2.322051282051282e-06, + "loss": 0.0, + "step": 15475 + }, + { + "epoch": 54.67, + "learning_rate": 2.3092307692307694e-06, + "loss": 0.0, + "step": 15500 + }, + { + "epoch": 54.76, + "learning_rate": 2.2964102564102567e-06, + "loss": 0.0, + "step": 15525 + }, + { + "epoch": 54.85, + "learning_rate": 2.283589743589744e-06, + "loss": 0.0, + "step": 15550 + }, + { + "epoch": 54.94, + "learning_rate": 2.2707692307692308e-06, + "loss": 0.0, + "step": 15575 + }, + { + "epoch": 55.03, + "learning_rate": 2.257948717948718e-06, + "loss": 0.0, + "step": 15600 + }, + { + "epoch": 55.11, + "learning_rate": 2.2451282051282053e-06, + "loss": 0.0, + "step": 15625 + }, + { + "epoch": 55.2, + "learning_rate": 2.2323076923076925e-06, + "loss": 0.0, + "step": 15650 + }, + { + "epoch": 55.29, + "learning_rate": 2.2194871794871797e-06, + "loss": 0.0, + "step": 15675 + }, + { + "epoch": 55.38, + "learning_rate": 2.206666666666667e-06, + "loss": 0.0, + "step": 15700 + }, + { + "epoch": 55.47, + "learning_rate": 2.193846153846154e-06, + "loss": 0.0, + "step": 15725 + }, + { + "epoch": 55.56, + "learning_rate": 2.181025641025641e-06, + "loss": 0.0, + "step": 15750 + }, + { + "epoch": 55.64, + "learning_rate": 2.1682051282051283e-06, + "loss": 0.0, + "step": 15775 + }, + { + "epoch": 55.73, + "learning_rate": 2.1553846153846156e-06, + "loss": 0.0, + "step": 15800 + }, + { + "epoch": 55.82, + "learning_rate": 2.142564102564103e-06, + "loss": 0.0, + "step": 15825 + }, + { + "epoch": 55.91, + "learning_rate": 2.12974358974359e-06, + "loss": 0.0, + "step": 15850 + }, + { + "epoch": 56.0, + "learning_rate": 2.116923076923077e-06, + "loss": 0.0, + "step": 15875 + }, + { + "epoch": 56.08, + "learning_rate": 2.104102564102564e-06, + "loss": 0.0, + "step": 15900 + }, + { + "epoch": 56.17, + "learning_rate": 2.0912820512820514e-06, + "loss": 0.0, + "step": 15925 + }, + { + "epoch": 56.26, + "learning_rate": 2.0784615384615386e-06, + "loss": 0.0, + "step": 15950 + }, + { + "epoch": 56.35, + "learning_rate": 2.065641025641026e-06, + "loss": 0.0, + "step": 15975 + }, + { + "epoch": 56.44, + "learning_rate": 2.052820512820513e-06, + "loss": 0.0, + "step": 16000 + }, + { + "epoch": 56.44, + "eval_loss": 0.40867888927459717, + "eval_runtime": 2299.2023, + "eval_samples_per_second": 3.946, + "eval_steps_per_second": 0.247, + "eval_wer": 7.511582821279532, + "step": 16000 + }, + { + "epoch": 56.53, + "learning_rate": 2.04e-06, + "loss": 0.0, + "step": 16025 + }, + { + "epoch": 56.61, + "learning_rate": 2.027179487179487e-06, + "loss": 0.0, + "step": 16050 + }, + { + "epoch": 56.7, + "learning_rate": 2.0143589743589744e-06, + "loss": 0.0, + "step": 16075 + }, + { + "epoch": 56.79, + "learning_rate": 2.0015384615384617e-06, + "loss": 0.0, + "step": 16100 + }, + { + "epoch": 56.88, + "learning_rate": 1.988717948717949e-06, + "loss": 0.0, + "step": 16125 + }, + { + "epoch": 56.97, + "learning_rate": 1.975897435897436e-06, + "loss": 0.0, + "step": 16150 + }, + { + "epoch": 57.05, + "learning_rate": 1.963076923076923e-06, + "loss": 0.0, + "step": 16175 + }, + { + "epoch": 57.14, + "learning_rate": 1.9502564102564103e-06, + "loss": 0.0, + "step": 16200 + }, + { + "epoch": 57.23, + "learning_rate": 1.9374358974358975e-06, + "loss": 0.0, + "step": 16225 + }, + { + "epoch": 57.32, + "learning_rate": 1.9246153846153848e-06, + "loss": 0.0, + "step": 16250 + }, + { + "epoch": 57.41, + "learning_rate": 1.911794871794872e-06, + "loss": 0.0, + "step": 16275 + }, + { + "epoch": 57.5, + "learning_rate": 1.8989743589743593e-06, + "loss": 0.0, + "step": 16300 + }, + { + "epoch": 57.58, + "learning_rate": 1.8861538461538465e-06, + "loss": 0.0, + "step": 16325 + }, + { + "epoch": 57.67, + "learning_rate": 1.8733333333333333e-06, + "loss": 0.0, + "step": 16350 + }, + { + "epoch": 57.76, + "learning_rate": 1.8605128205128206e-06, + "loss": 0.0, + "step": 16375 + }, + { + "epoch": 57.85, + "learning_rate": 1.8476923076923078e-06, + "loss": 0.0, + "step": 16400 + }, + { + "epoch": 57.94, + "learning_rate": 1.834871794871795e-06, + "loss": 0.0, + "step": 16425 + }, + { + "epoch": 58.02, + "learning_rate": 1.8220512820512823e-06, + "loss": 0.0, + "step": 16450 + }, + { + "epoch": 58.11, + "learning_rate": 1.8092307692307696e-06, + "loss": 0.0, + "step": 16475 + }, + { + "epoch": 58.2, + "learning_rate": 1.7964102564102564e-06, + "loss": 0.0, + "step": 16500 + }, + { + "epoch": 58.29, + "learning_rate": 1.7835897435897436e-06, + "loss": 0.0, + "step": 16525 + }, + { + "epoch": 58.38, + "learning_rate": 1.7707692307692309e-06, + "loss": 0.0, + "step": 16550 + }, + { + "epoch": 58.47, + "learning_rate": 1.7579487179487181e-06, + "loss": 0.0, + "step": 16575 + }, + { + "epoch": 58.55, + "learning_rate": 1.7451282051282054e-06, + "loss": 0.0, + "step": 16600 + }, + { + "epoch": 58.64, + "learning_rate": 1.7323076923076926e-06, + "loss": 0.0, + "step": 16625 + }, + { + "epoch": 58.73, + "learning_rate": 1.7194871794871795e-06, + "loss": 0.0, + "step": 16650 + }, + { + "epoch": 58.82, + "learning_rate": 1.7066666666666667e-06, + "loss": 0.0, + "step": 16675 + }, + { + "epoch": 58.91, + "learning_rate": 1.693846153846154e-06, + "loss": 0.0, + "step": 16700 + }, + { + "epoch": 58.99, + "learning_rate": 1.6810256410256412e-06, + "loss": 0.0, + "step": 16725 + }, + { + "epoch": 59.08, + "learning_rate": 1.6682051282051284e-06, + "loss": 0.0, + "step": 16750 + }, + { + "epoch": 59.17, + "learning_rate": 1.6553846153846157e-06, + "loss": 0.0, + "step": 16775 + }, + { + "epoch": 59.26, + "learning_rate": 1.6425641025641025e-06, + "loss": 0.0, + "step": 16800 + }, + { + "epoch": 59.35, + "learning_rate": 1.6297435897435898e-06, + "loss": 0.0, + "step": 16825 + }, + { + "epoch": 59.44, + "learning_rate": 1.616923076923077e-06, + "loss": 0.0, + "step": 16850 + }, + { + "epoch": 59.52, + "learning_rate": 1.6041025641025643e-06, + "loss": 0.0, + "step": 16875 + }, + { + "epoch": 59.61, + "learning_rate": 1.5912820512820515e-06, + "loss": 0.0, + "step": 16900 + }, + { + "epoch": 59.7, + "learning_rate": 1.5784615384615388e-06, + "loss": 0.0, + "step": 16925 + }, + { + "epoch": 59.79, + "learning_rate": 1.5656410256410256e-06, + "loss": 0.0, + "step": 16950 + }, + { + "epoch": 59.88, + "learning_rate": 1.5528205128205128e-06, + "loss": 0.0, + "step": 16975 + }, + { + "epoch": 59.96, + "learning_rate": 1.54e-06, + "loss": 0.0, + "step": 17000 + }, + { + "epoch": 59.96, + "eval_loss": 0.41697534918785095, + "eval_runtime": 2291.8843, + "eval_samples_per_second": 3.958, + "eval_steps_per_second": 0.247, + "eval_wer": 7.467223080208983, + "step": 17000 + }, + { + "epoch": 60.05, + "learning_rate": 1.5271794871794873e-06, + "loss": 0.0, + "step": 17025 + }, + { + "epoch": 60.14, + "learning_rate": 1.5143589743589746e-06, + "loss": 0.0, + "step": 17050 + }, + { + "epoch": 60.23, + "learning_rate": 1.5015384615384618e-06, + "loss": 0.0, + "step": 17075 + }, + { + "epoch": 60.32, + "learning_rate": 1.4887179487179486e-06, + "loss": 0.0, + "step": 17100 + }, + { + "epoch": 60.41, + "learning_rate": 1.475897435897436e-06, + "loss": 0.0, + "step": 17125 + }, + { + "epoch": 60.49, + "learning_rate": 1.4630769230769231e-06, + "loss": 0.0, + "step": 17150 + }, + { + "epoch": 60.58, + "learning_rate": 1.4502564102564104e-06, + "loss": 0.0, + "step": 17175 + }, + { + "epoch": 60.67, + "learning_rate": 1.4374358974358976e-06, + "loss": 0.0, + "step": 17200 + }, + { + "epoch": 60.76, + "learning_rate": 1.4246153846153849e-06, + "loss": 0.0, + "step": 17225 + }, + { + "epoch": 60.85, + "learning_rate": 1.4117948717948717e-06, + "loss": 0.0, + "step": 17250 + }, + { + "epoch": 60.93, + "learning_rate": 1.398974358974359e-06, + "loss": 0.0, + "step": 17275 + }, + { + "epoch": 61.02, + "learning_rate": 1.3861538461538462e-06, + "loss": 0.0, + "step": 17300 + }, + { + "epoch": 61.11, + "learning_rate": 1.3733333333333335e-06, + "loss": 0.0, + "step": 17325 + }, + { + "epoch": 61.2, + "learning_rate": 1.3605128205128207e-06, + "loss": 0.0, + "step": 17350 + }, + { + "epoch": 61.29, + "learning_rate": 1.347692307692308e-06, + "loss": 0.0, + "step": 17375 + }, + { + "epoch": 61.38, + "learning_rate": 1.3348717948717948e-06, + "loss": 0.0, + "step": 17400 + }, + { + "epoch": 61.46, + "learning_rate": 1.322051282051282e-06, + "loss": 0.0, + "step": 17425 + }, + { + "epoch": 61.55, + "learning_rate": 1.3092307692307693e-06, + "loss": 0.0, + "step": 17450 + }, + { + "epoch": 61.64, + "learning_rate": 1.2964102564102565e-06, + "loss": 0.0, + "step": 17475 + }, + { + "epoch": 61.73, + "learning_rate": 1.2835897435897438e-06, + "loss": 0.0, + "step": 17500 + }, + { + "epoch": 61.82, + "learning_rate": 1.270769230769231e-06, + "loss": 0.0, + "step": 17525 + }, + { + "epoch": 61.9, + "learning_rate": 1.2579487179487178e-06, + "loss": 0.0, + "step": 17550 + }, + { + "epoch": 61.99, + "learning_rate": 1.2451282051282053e-06, + "loss": 0.0, + "step": 17575 + }, + { + "epoch": 62.08, + "learning_rate": 1.2323076923076923e-06, + "loss": 0.0, + "step": 17600 + }, + { + "epoch": 62.17, + "learning_rate": 1.2194871794871796e-06, + "loss": 0.0, + "step": 17625 + }, + { + "epoch": 62.26, + "learning_rate": 1.2066666666666668e-06, + "loss": 0.0, + "step": 17650 + }, + { + "epoch": 62.35, + "learning_rate": 1.1938461538461539e-06, + "loss": 0.0, + "step": 17675 + }, + { + "epoch": 62.43, + "learning_rate": 1.1810256410256411e-06, + "loss": 0.0, + "step": 17700 + }, + { + "epoch": 62.52, + "learning_rate": 1.1682051282051284e-06, + "loss": 0.0, + "step": 17725 + }, + { + "epoch": 62.61, + "learning_rate": 1.1553846153846154e-06, + "loss": 0.0, + "step": 17750 + }, + { + "epoch": 62.7, + "learning_rate": 1.1425641025641026e-06, + "loss": 0.0, + "step": 17775 + }, + { + "epoch": 62.79, + "learning_rate": 1.12974358974359e-06, + "loss": 0.0, + "step": 17800 + }, + { + "epoch": 62.87, + "learning_rate": 1.116923076923077e-06, + "loss": 0.0, + "step": 17825 + }, + { + "epoch": 62.96, + "learning_rate": 1.1041025641025642e-06, + "loss": 0.0, + "step": 17850 + }, + { + "epoch": 63.05, + "learning_rate": 1.0912820512820514e-06, + "loss": 0.0, + "step": 17875 + }, + { + "epoch": 63.14, + "learning_rate": 1.0784615384615385e-06, + "loss": 0.0, + "step": 17900 + }, + { + "epoch": 63.23, + "learning_rate": 1.0656410256410257e-06, + "loss": 0.0, + "step": 17925 + }, + { + "epoch": 63.32, + "learning_rate": 1.052820512820513e-06, + "loss": 0.0, + "step": 17950 + }, + { + "epoch": 63.4, + "learning_rate": 1.04e-06, + "loss": 0.0, + "step": 17975 + }, + { + "epoch": 63.49, + "learning_rate": 1.0271794871794872e-06, + "loss": 0.0, + "step": 18000 + }, + { + "epoch": 63.49, + "eval_loss": 0.4240628778934479, + "eval_runtime": 2297.1351, + "eval_samples_per_second": 3.949, + "eval_steps_per_second": 0.247, + "eval_wer": 7.4343640127493185, + "step": 18000 + }, + { + "epoch": 63.58, + "learning_rate": 1.0143589743589745e-06, + "loss": 0.0, + "step": 18025 + }, + { + "epoch": 63.67, + "learning_rate": 1.0015384615384615e-06, + "loss": 0.0, + "step": 18050 + }, + { + "epoch": 63.76, + "learning_rate": 9.887179487179488e-07, + "loss": 0.0, + "step": 18075 + }, + { + "epoch": 63.84, + "learning_rate": 9.75897435897436e-07, + "loss": 0.0, + "step": 18100 + }, + { + "epoch": 63.93, + "learning_rate": 9.63076923076923e-07, + "loss": 0.0, + "step": 18125 + }, + { + "epoch": 64.02, + "learning_rate": 9.502564102564103e-07, + "loss": 0.0, + "step": 18150 + }, + { + "epoch": 64.11, + "learning_rate": 9.374358974358976e-07, + "loss": 0.0, + "step": 18175 + }, + { + "epoch": 64.2, + "learning_rate": 9.246153846153846e-07, + "loss": 0.0, + "step": 18200 + }, + { + "epoch": 64.29, + "learning_rate": 9.117948717948718e-07, + "loss": 0.0, + "step": 18225 + }, + { + "epoch": 64.37, + "learning_rate": 8.989743589743591e-07, + "loss": 0.0, + "step": 18250 + }, + { + "epoch": 64.46, + "learning_rate": 8.861538461538461e-07, + "loss": 0.0, + "step": 18275 + }, + { + "epoch": 64.55, + "learning_rate": 8.733333333333334e-07, + "loss": 0.0, + "step": 18300 + }, + { + "epoch": 64.64, + "learning_rate": 8.605128205128206e-07, + "loss": 0.0, + "step": 18325 + }, + { + "epoch": 64.73, + "learning_rate": 8.476923076923077e-07, + "loss": 0.0, + "step": 18350 + }, + { + "epoch": 64.81, + "learning_rate": 8.348717948717949e-07, + "loss": 0.0, + "step": 18375 + }, + { + "epoch": 64.9, + "learning_rate": 8.220512820512822e-07, + "loss": 0.0, + "step": 18400 + }, + { + "epoch": 64.99, + "learning_rate": 8.092307692307692e-07, + "loss": 0.0, + "step": 18425 + }, + { + "epoch": 65.08, + "learning_rate": 7.964102564102564e-07, + "loss": 0.0, + "step": 18450 + }, + { + "epoch": 65.17, + "learning_rate": 7.835897435897437e-07, + "loss": 0.0, + "step": 18475 + }, + { + "epoch": 65.26, + "learning_rate": 7.707692307692307e-07, + "loss": 0.0, + "step": 18500 + }, + { + "epoch": 65.34, + "learning_rate": 7.57948717948718e-07, + "loss": 0.0, + "step": 18525 + }, + { + "epoch": 65.43, + "learning_rate": 7.451282051282052e-07, + "loss": 0.0, + "step": 18550 + }, + { + "epoch": 65.52, + "learning_rate": 7.323076923076923e-07, + "loss": 0.0, + "step": 18575 + }, + { + "epoch": 65.61, + "learning_rate": 7.194871794871795e-07, + "loss": 0.0, + "step": 18600 + }, + { + "epoch": 65.7, + "learning_rate": 7.066666666666667e-07, + "loss": 0.0, + "step": 18625 + }, + { + "epoch": 65.78, + "learning_rate": 6.938461538461538e-07, + "loss": 0.0, + "step": 18650 + }, + { + "epoch": 65.87, + "learning_rate": 6.81025641025641e-07, + "loss": 0.0, + "step": 18675 + }, + { + "epoch": 65.96, + "learning_rate": 6.682051282051283e-07, + "loss": 0.0, + "step": 18700 + }, + { + "epoch": 66.05, + "learning_rate": 6.553846153846154e-07, + "loss": 0.0, + "step": 18725 + }, + { + "epoch": 66.14, + "learning_rate": 6.425641025641026e-07, + "loss": 0.0, + "step": 18750 + }, + { + "epoch": 66.23, + "learning_rate": 6.297435897435898e-07, + "loss": 0.0, + "step": 18775 + }, + { + "epoch": 66.31, + "learning_rate": 6.16923076923077e-07, + "loss": 0.0, + "step": 18800 + }, + { + "epoch": 66.4, + "learning_rate": 6.041025641025641e-07, + "loss": 0.0, + "step": 18825 + }, + { + "epoch": 66.49, + "learning_rate": 5.912820512820513e-07, + "loss": 0.0, + "step": 18850 + }, + { + "epoch": 66.58, + "learning_rate": 5.784615384615385e-07, + "loss": 0.0, + "step": 18875 + }, + { + "epoch": 66.67, + "learning_rate": 5.656410256410256e-07, + "loss": 0.0, + "step": 18900 + }, + { + "epoch": 66.75, + "learning_rate": 5.528205128205129e-07, + "loss": 0.0, + "step": 18925 + }, + { + "epoch": 66.84, + "learning_rate": 5.4e-07, + "loss": 0.0, + "step": 18950 + }, + { + "epoch": 66.93, + "learning_rate": 5.271794871794872e-07, + "loss": 0.0, + "step": 18975 + }, + { + "epoch": 67.02, + "learning_rate": 5.143589743589744e-07, + "loss": 0.0, + "step": 19000 + }, + { + "epoch": 67.02, + "eval_loss": 0.4293921887874603, + "eval_runtime": 2298.3183, + "eval_samples_per_second": 3.947, + "eval_steps_per_second": 0.247, + "eval_wer": 7.417934479019485, + "step": 19000 + }, + { + "epoch": 67.11, + "learning_rate": 5.015384615384615e-07, + "loss": 0.0, + "step": 19025 + }, + { + "epoch": 67.2, + "learning_rate": 4.887179487179487e-07, + "loss": 0.0, + "step": 19050 + }, + { + "epoch": 67.28, + "learning_rate": 4.7589743589743594e-07, + "loss": 0.0, + "step": 19075 + }, + { + "epoch": 67.37, + "learning_rate": 4.630769230769231e-07, + "loss": 0.0, + "step": 19100 + }, + { + "epoch": 67.46, + "learning_rate": 4.502564102564103e-07, + "loss": 0.0, + "step": 19125 + }, + { + "epoch": 67.55, + "learning_rate": 4.3743589743589747e-07, + "loss": 0.0, + "step": 19150 + }, + { + "epoch": 67.64, + "learning_rate": 4.246153846153846e-07, + "loss": 0.0, + "step": 19175 + }, + { + "epoch": 67.72, + "learning_rate": 4.1179487179487186e-07, + "loss": 0.0, + "step": 19200 + }, + { + "epoch": 67.81, + "learning_rate": 3.98974358974359e-07, + "loss": 0.0, + "step": 19225 + }, + { + "epoch": 67.9, + "learning_rate": 3.8615384615384615e-07, + "loss": 0.0, + "step": 19250 + }, + { + "epoch": 67.99, + "learning_rate": 3.733333333333334e-07, + "loss": 0.0, + "step": 19275 + }, + { + "epoch": 68.08, + "learning_rate": 3.6051282051282054e-07, + "loss": 0.0, + "step": 19300 + }, + { + "epoch": 68.17, + "learning_rate": 3.476923076923077e-07, + "loss": 0.0, + "step": 19325 + }, + { + "epoch": 68.25, + "learning_rate": 3.348717948717949e-07, + "loss": 0.0, + "step": 19350 + }, + { + "epoch": 68.34, + "learning_rate": 3.2205128205128207e-07, + "loss": 0.0, + "step": 19375 + }, + { + "epoch": 68.43, + "learning_rate": 3.0923076923076926e-07, + "loss": 0.0, + "step": 19400 + }, + { + "epoch": 68.52, + "learning_rate": 2.964102564102564e-07, + "loss": 0.0, + "step": 19425 + }, + { + "epoch": 68.61, + "learning_rate": 2.835897435897436e-07, + "loss": 0.0, + "step": 19450 + }, + { + "epoch": 68.69, + "learning_rate": 2.707692307692308e-07, + "loss": 0.0, + "step": 19475 + }, + { + "epoch": 68.78, + "learning_rate": 2.5794871794871794e-07, + "loss": 0.0, + "step": 19500 + }, + { + "epoch": 68.87, + "learning_rate": 2.4512820512820513e-07, + "loss": 0.0, + "step": 19525 + }, + { + "epoch": 68.96, + "learning_rate": 2.3230769230769233e-07, + "loss": 0.0, + "step": 19550 + }, + { + "epoch": 69.05, + "learning_rate": 2.194871794871795e-07, + "loss": 0.0, + "step": 19575 + }, + { + "epoch": 69.14, + "learning_rate": 2.066666666666667e-07, + "loss": 0.0, + "step": 19600 + }, + { + "epoch": 69.22, + "learning_rate": 1.9384615384615386e-07, + "loss": 0.0, + "step": 19625 + }, + { + "epoch": 69.31, + "learning_rate": 1.8102564102564103e-07, + "loss": 0.0, + "step": 19650 + }, + { + "epoch": 69.4, + "learning_rate": 1.6820512820512822e-07, + "loss": 0.0, + "step": 19675 + }, + { + "epoch": 69.49, + "learning_rate": 1.553846153846154e-07, + "loss": 0.0, + "step": 19700 + }, + { + "epoch": 69.58, + "learning_rate": 1.4256410256410259e-07, + "loss": 0.0, + "step": 19725 + }, + { + "epoch": 69.66, + "learning_rate": 1.2974358974358975e-07, + "loss": 0.0, + "step": 19750 + }, + { + "epoch": 69.75, + "learning_rate": 1.1692307692307694e-07, + "loss": 0.0, + "step": 19775 + }, + { + "epoch": 69.84, + "learning_rate": 1.041025641025641e-07, + "loss": 0.0, + "step": 19800 + }, + { + "epoch": 69.93, + "learning_rate": 9.128205128205129e-08, + "loss": 0.0, + "step": 19825 + }, + { + "epoch": 70.02, + "learning_rate": 7.846153846153847e-08, + "loss": 0.0, + "step": 19850 + }, + { + "epoch": 70.11, + "learning_rate": 6.564102564102564e-08, + "loss": 0.0, + "step": 19875 + }, + { + "epoch": 70.19, + "learning_rate": 5.2820512820512826e-08, + "loss": 0.0, + "step": 19900 + }, + { + "epoch": 70.28, + "learning_rate": 4e-08, + "loss": 0.0, + "step": 19925 + }, + { + "epoch": 70.37, + "learning_rate": 2.717948717948718e-08, + "loss": 0.0, + "step": 19950 + }, + { + "epoch": 70.46, + "learning_rate": 1.4358974358974361e-08, + "loss": 0.0, + "step": 19975 + }, + { + "epoch": 70.55, + "learning_rate": 1.5384615384615387e-09, + "loss": 0.0, + "step": 20000 + }, + { + "epoch": 70.55, + "eval_loss": 0.4317239820957184, + "eval_runtime": 2292.3218, + "eval_samples_per_second": 3.958, + "eval_steps_per_second": 0.247, + "eval_wer": 7.419577432392469, + "step": 20000 + }, + { + "epoch": 70.55, + "step": 20000, + "total_flos": 2.717658906624e+21, + "train_loss": 0.00816994453920779, + "train_runtime": 273629.6969, + "train_samples_per_second": 4.678, + "train_steps_per_second": 0.073 + } + ], + "logging_steps": 25, + "max_steps": 20000, + "num_input_tokens_seen": 0, + "num_train_epochs": 71, + "save_steps": 1000, + "total_flos": 2.717658906624e+21, + "train_batch_size": 32, + "trial_name": null, + "trial_params": null +}