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": 5.988565044524036, + "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": 0.9499, + "step": 25 + }, + { + "epoch": 0.18, + "learning_rate": 9.400000000000001e-07, + "loss": 0.6078, + "step": 50 + }, + { + "epoch": 0.26, + "learning_rate": 1.44e-06, + "loss": 0.2291, + "step": 75 + }, + { + "epoch": 0.35, + "learning_rate": 1.94e-06, + "loss": 0.188, + "step": 100 + }, + { + "epoch": 0.44, + "learning_rate": 2.4400000000000004e-06, + "loss": 0.1732, + "step": 125 + }, + { + "epoch": 0.53, + "learning_rate": 2.92e-06, + "loss": 0.1665, + "step": 150 + }, + { + "epoch": 0.62, + "learning_rate": 3.4200000000000007e-06, + "loss": 0.1677, + "step": 175 + }, + { + "epoch": 0.71, + "learning_rate": 3.920000000000001e-06, + "loss": 0.1551, + "step": 200 + }, + { + "epoch": 0.79, + "learning_rate": 4.42e-06, + "loss": 0.1526, + "step": 225 + }, + { + "epoch": 0.88, + "learning_rate": 4.92e-06, + "loss": 0.1524, + "step": 250 + }, + { + "epoch": 0.97, + "learning_rate": 5.420000000000001e-06, + "loss": 0.1491, + "step": 275 + }, + { + "epoch": 1.06, + "learning_rate": 5.92e-06, + "loss": 0.1179, + "step": 300 + }, + { + "epoch": 1.15, + "learning_rate": 6.42e-06, + "loss": 0.1142, + "step": 325 + }, + { + "epoch": 1.23, + "learning_rate": 6.92e-06, + "loss": 0.107, + "step": 350 + }, + { + "epoch": 1.32, + "learning_rate": 7.420000000000001e-06, + "loss": 0.1063, + "step": 375 + }, + { + "epoch": 1.41, + "learning_rate": 7.92e-06, + "loss": 0.122, + "step": 400 + }, + { + "epoch": 1.5, + "learning_rate": 8.42e-06, + "loss": 0.1165, + "step": 425 + }, + { + "epoch": 1.59, + "learning_rate": 8.900000000000001e-06, + "loss": 0.1099, + "step": 450 + }, + { + "epoch": 1.68, + "learning_rate": 9.4e-06, + "loss": 0.1193, + "step": 475 + }, + { + "epoch": 1.76, + "learning_rate": 9.9e-06, + "loss": 0.1174, + "step": 500 + }, + { + "epoch": 1.85, + "learning_rate": 9.98974358974359e-06, + "loss": 0.1223, + "step": 525 + }, + { + "epoch": 1.94, + "learning_rate": 9.976923076923077e-06, + "loss": 0.1154, + "step": 550 + }, + { + "epoch": 2.03, + "learning_rate": 9.964102564102564e-06, + "loss": 0.1031, + "step": 575 + }, + { + "epoch": 2.12, + "learning_rate": 9.951282051282051e-06, + "loss": 0.0681, + "step": 600 + }, + { + "epoch": 2.2, + "learning_rate": 9.93846153846154e-06, + "loss": 0.0697, + "step": 625 + }, + { + "epoch": 2.29, + "learning_rate": 9.925641025641026e-06, + "loss": 0.0719, + "step": 650 + }, + { + "epoch": 2.38, + "learning_rate": 9.912820512820513e-06, + "loss": 0.0683, + "step": 675 + }, + { + "epoch": 2.47, + "learning_rate": 9.9e-06, + "loss": 0.0739, + "step": 700 + }, + { + "epoch": 2.56, + "learning_rate": 9.887179487179489e-06, + "loss": 0.0779, + "step": 725 + }, + { + "epoch": 2.65, + "learning_rate": 9.874358974358975e-06, + "loss": 0.0742, + "step": 750 + }, + { + "epoch": 2.73, + "learning_rate": 9.861538461538462e-06, + "loss": 0.0661, + "step": 775 + }, + { + "epoch": 2.82, + "learning_rate": 9.848717948717949e-06, + "loss": 0.071, + "step": 800 + }, + { + "epoch": 2.91, + "learning_rate": 9.835897435897438e-06, + "loss": 0.0744, + "step": 825 + }, + { + "epoch": 3.0, + "learning_rate": 9.823076923076924e-06, + "loss": 0.0724, + "step": 850 + }, + { + "epoch": 3.09, + "learning_rate": 9.810256410256411e-06, + "loss": 0.0423, + "step": 875 + }, + { + "epoch": 3.17, + "learning_rate": 9.797435897435898e-06, + "loss": 0.0387, + "step": 900 + }, + { + "epoch": 3.26, + "learning_rate": 9.784615384615387e-06, + "loss": 0.0439, + "step": 925 + }, + { + "epoch": 3.35, + "learning_rate": 9.771794871794873e-06, + "loss": 0.0416, + "step": 950 + }, + { + "epoch": 3.44, + "learning_rate": 9.75897435897436e-06, + "loss": 0.0415, + "step": 975 + }, + { + "epoch": 3.53, + "learning_rate": 9.746153846153847e-06, + "loss": 0.0424, + "step": 1000 + }, + { + "epoch": 3.53, + "eval_loss": 0.18793095648288727, + "eval_runtime": 2384.2986, + "eval_samples_per_second": 3.805, + "eval_steps_per_second": 0.238, + "eval_wer": 5.988565044524036, + "step": 1000 + }, + { + "epoch": 3.62, + "learning_rate": 9.733333333333334e-06, + "loss": 0.0397, + "step": 1025 + }, + { + "epoch": 3.7, + "learning_rate": 9.720512820512822e-06, + "loss": 0.0451, + "step": 1050 + }, + { + "epoch": 3.79, + "learning_rate": 9.707692307692308e-06, + "loss": 0.0428, + "step": 1075 + }, + { + "epoch": 3.88, + "learning_rate": 9.694871794871794e-06, + "loss": 0.0488, + "step": 1100 + }, + { + "epoch": 3.97, + "learning_rate": 9.682051282051283e-06, + "loss": 0.0455, + "step": 1125 + }, + { + "epoch": 4.06, + "learning_rate": 9.66923076923077e-06, + "loss": 0.0325, + "step": 1150 + }, + { + "epoch": 4.14, + "learning_rate": 9.656410256410257e-06, + "loss": 0.0215, + "step": 1175 + }, + { + "epoch": 4.23, + "learning_rate": 9.643589743589743e-06, + "loss": 0.0243, + "step": 1200 + }, + { + "epoch": 4.32, + "learning_rate": 9.630769230769232e-06, + "loss": 0.0224, + "step": 1225 + }, + { + "epoch": 4.41, + "learning_rate": 9.617948717948719e-06, + "loss": 0.024, + "step": 1250 + }, + { + "epoch": 4.5, + "learning_rate": 9.605128205128206e-06, + "loss": 0.0253, + "step": 1275 + }, + { + "epoch": 4.59, + "learning_rate": 9.592307692307692e-06, + "loss": 0.0266, + "step": 1300 + }, + { + "epoch": 4.67, + "learning_rate": 9.579487179487181e-06, + "loss": 0.0244, + "step": 1325 + }, + { + "epoch": 4.76, + "learning_rate": 9.566666666666668e-06, + "loss": 0.0244, + "step": 1350 + }, + { + "epoch": 4.85, + "learning_rate": 9.553846153846155e-06, + "loss": 0.0271, + "step": 1375 + }, + { + "epoch": 4.94, + "learning_rate": 9.541025641025641e-06, + "loss": 0.0286, + "step": 1400 + }, + { + "epoch": 5.03, + "learning_rate": 9.52820512820513e-06, + "loss": 0.0245, + "step": 1425 + }, + { + "epoch": 5.11, + "learning_rate": 9.515384615384617e-06, + "loss": 0.0153, + "step": 1450 + }, + { + "epoch": 5.2, + "learning_rate": 9.502564102564103e-06, + "loss": 0.0152, + "step": 1475 + }, + { + "epoch": 5.29, + "learning_rate": 9.48974358974359e-06, + "loss": 0.0164, + "step": 1500 + }, + { + "epoch": 5.38, + "learning_rate": 9.476923076923079e-06, + "loss": 0.0153, + "step": 1525 + }, + { + "epoch": 5.47, + "learning_rate": 9.464102564102566e-06, + "loss": 0.0159, + "step": 1550 + }, + { + "epoch": 5.56, + "learning_rate": 9.451282051282052e-06, + "loss": 0.0148, + "step": 1575 + }, + { + "epoch": 5.64, + "learning_rate": 9.43846153846154e-06, + "loss": 0.0192, + "step": 1600 + }, + { + "epoch": 5.73, + "learning_rate": 9.425641025641026e-06, + "loss": 0.0147, + "step": 1625 + }, + { + "epoch": 5.82, + "learning_rate": 9.412820512820515e-06, + "loss": 0.0189, + "step": 1650 + }, + { + "epoch": 5.91, + "learning_rate": 9.4e-06, + "loss": 0.0177, + "step": 1675 + }, + { + "epoch": 6.0, + "learning_rate": 9.387179487179488e-06, + "loss": 0.0185, + "step": 1700 + }, + { + "epoch": 6.08, + "learning_rate": 9.374358974358975e-06, + "loss": 0.0106, + "step": 1725 + }, + { + "epoch": 6.17, + "learning_rate": 9.361538461538462e-06, + "loss": 0.0101, + "step": 1750 + }, + { + "epoch": 6.26, + "learning_rate": 9.348717948717949e-06, + "loss": 0.0106, + "step": 1775 + }, + { + "epoch": 6.35, + "learning_rate": 9.335897435897436e-06, + "loss": 0.0092, + "step": 1800 + }, + { + "epoch": 6.44, + "learning_rate": 9.323076923076924e-06, + "loss": 0.0109, + "step": 1825 + }, + { + "epoch": 6.53, + "learning_rate": 9.310256410256411e-06, + "loss": 0.0114, + "step": 1850 + }, + { + "epoch": 6.61, + "learning_rate": 9.297435897435898e-06, + "loss": 0.0124, + "step": 1875 + }, + { + "epoch": 6.7, + "learning_rate": 9.284615384615385e-06, + "loss": 0.0126, + "step": 1900 + }, + { + "epoch": 6.79, + "learning_rate": 9.271794871794873e-06, + "loss": 0.0119, + "step": 1925 + }, + { + "epoch": 6.88, + "learning_rate": 9.25897435897436e-06, + "loss": 0.0099, + "step": 1950 + }, + { + "epoch": 6.97, + "learning_rate": 9.246153846153847e-06, + "loss": 0.0143, + "step": 1975 + }, + { + "epoch": 7.05, + "learning_rate": 9.233333333333334e-06, + "loss": 0.0093, + "step": 2000 + }, + { + "epoch": 7.05, + "eval_loss": 0.24930579960346222, + "eval_runtime": 2307.1499, + "eval_samples_per_second": 3.932, + "eval_steps_per_second": 0.246, + "eval_wer": 6.274438931423126, + "step": 2000 + }, + { + "epoch": 7.14, + "learning_rate": 9.220512820512822e-06, + "loss": 0.0074, + "step": 2025 + }, + { + "epoch": 7.23, + "learning_rate": 9.207692307692309e-06, + "loss": 0.0079, + "step": 2050 + }, + { + "epoch": 7.32, + "learning_rate": 9.194871794871796e-06, + "loss": 0.0062, + "step": 2075 + }, + { + "epoch": 7.41, + "learning_rate": 9.182051282051283e-06, + "loss": 0.0081, + "step": 2100 + }, + { + "epoch": 7.5, + "learning_rate": 9.169230769230771e-06, + "loss": 0.0095, + "step": 2125 + }, + { + "epoch": 7.58, + "learning_rate": 9.156410256410258e-06, + "loss": 0.0086, + "step": 2150 + }, + { + "epoch": 7.67, + "learning_rate": 9.143589743589745e-06, + "loss": 0.0092, + "step": 2175 + }, + { + "epoch": 7.76, + "learning_rate": 9.130769230769232e-06, + "loss": 0.0095, + "step": 2200 + }, + { + "epoch": 7.85, + "learning_rate": 9.117948717948718e-06, + "loss": 0.0109, + "step": 2225 + }, + { + "epoch": 7.94, + "learning_rate": 9.105128205128207e-06, + "loss": 0.0091, + "step": 2250 + }, + { + "epoch": 8.02, + "learning_rate": 9.092307692307692e-06, + "loss": 0.0082, + "step": 2275 + }, + { + "epoch": 8.11, + "learning_rate": 9.07948717948718e-06, + "loss": 0.0058, + "step": 2300 + }, + { + "epoch": 8.2, + "learning_rate": 9.066666666666667e-06, + "loss": 0.0074, + "step": 2325 + }, + { + "epoch": 8.29, + "learning_rate": 9.053846153846154e-06, + "loss": 0.0072, + "step": 2350 + }, + { + "epoch": 8.38, + "learning_rate": 9.041025641025641e-06, + "loss": 0.0058, + "step": 2375 + }, + { + "epoch": 8.47, + "learning_rate": 9.028205128205128e-06, + "loss": 0.0063, + "step": 2400 + }, + { + "epoch": 8.55, + "learning_rate": 9.015384615384616e-06, + "loss": 0.0074, + "step": 2425 + }, + { + "epoch": 8.64, + "learning_rate": 9.002564102564103e-06, + "loss": 0.0073, + "step": 2450 + }, + { + "epoch": 8.73, + "learning_rate": 8.98974358974359e-06, + "loss": 0.0074, + "step": 2475 + }, + { + "epoch": 8.82, + "learning_rate": 8.976923076923077e-06, + "loss": 0.0085, + "step": 2500 + }, + { + "epoch": 8.91, + "learning_rate": 8.964102564102565e-06, + "loss": 0.0064, + "step": 2525 + }, + { + "epoch": 8.99, + "learning_rate": 8.951282051282052e-06, + "loss": 0.0066, + "step": 2550 + }, + { + "epoch": 9.08, + "learning_rate": 8.938461538461539e-06, + "loss": 0.0052, + "step": 2575 + }, + { + "epoch": 9.17, + "learning_rate": 8.925641025641026e-06, + "loss": 0.0066, + "step": 2600 + }, + { + "epoch": 9.26, + "learning_rate": 8.912820512820514e-06, + "loss": 0.0082, + "step": 2625 + }, + { + "epoch": 9.35, + "learning_rate": 8.900000000000001e-06, + "loss": 0.006, + "step": 2650 + }, + { + "epoch": 9.44, + "learning_rate": 8.887179487179488e-06, + "loss": 0.0057, + "step": 2675 + }, + { + "epoch": 9.52, + "learning_rate": 8.874358974358975e-06, + "loss": 0.0072, + "step": 2700 + }, + { + "epoch": 9.61, + "learning_rate": 8.861538461538463e-06, + "loss": 0.0079, + "step": 2725 + }, + { + "epoch": 9.7, + "learning_rate": 8.84871794871795e-06, + "loss": 0.0056, + "step": 2750 + }, + { + "epoch": 9.79, + "learning_rate": 8.835897435897437e-06, + "loss": 0.0055, + "step": 2775 + }, + { + "epoch": 9.88, + "learning_rate": 8.823076923076924e-06, + "loss": 0.0064, + "step": 2800 + }, + { + "epoch": 9.96, + "learning_rate": 8.81025641025641e-06, + "loss": 0.0073, + "step": 2825 + }, + { + "epoch": 10.05, + "learning_rate": 8.7974358974359e-06, + "loss": 0.0053, + "step": 2850 + }, + { + "epoch": 10.14, + "learning_rate": 8.784615384615386e-06, + "loss": 0.0062, + "step": 2875 + }, + { + "epoch": 10.23, + "learning_rate": 8.771794871794873e-06, + "loss": 0.0065, + "step": 2900 + }, + { + "epoch": 10.32, + "learning_rate": 8.75897435897436e-06, + "loss": 0.0064, + "step": 2925 + }, + { + "epoch": 10.41, + "learning_rate": 8.746153846153846e-06, + "loss": 0.0069, + "step": 2950 + }, + { + "epoch": 10.49, + "learning_rate": 8.733333333333333e-06, + "loss": 0.0074, + "step": 2975 + }, + { + "epoch": 10.58, + "learning_rate": 8.72051282051282e-06, + "loss": 0.0049, + "step": 3000 + }, + { + "epoch": 10.58, + "eval_loss": 0.2656032145023346, + "eval_runtime": 2304.9596, + "eval_samples_per_second": 3.936, + "eval_steps_per_second": 0.246, + "eval_wer": 6.350014786580357, + "step": 3000 + }, + { + "epoch": 10.67, + "learning_rate": 8.707692307692309e-06, + "loss": 0.0054, + "step": 3025 + }, + { + "epoch": 10.76, + "learning_rate": 8.694871794871795e-06, + "loss": 0.0056, + "step": 3050 + }, + { + "epoch": 10.85, + "learning_rate": 8.682051282051282e-06, + "loss": 0.0056, + "step": 3075 + }, + { + "epoch": 10.93, + "learning_rate": 8.669230769230769e-06, + "loss": 0.005, + "step": 3100 + }, + { + "epoch": 11.02, + "learning_rate": 8.656410256410258e-06, + "loss": 0.0048, + "step": 3125 + }, + { + "epoch": 11.11, + "learning_rate": 8.643589743589744e-06, + "loss": 0.0038, + "step": 3150 + }, + { + "epoch": 11.2, + "learning_rate": 8.630769230769231e-06, + "loss": 0.0041, + "step": 3175 + }, + { + "epoch": 11.29, + "learning_rate": 8.617948717948718e-06, + "loss": 0.0037, + "step": 3200 + }, + { + "epoch": 11.38, + "learning_rate": 8.605128205128207e-06, + "loss": 0.0038, + "step": 3225 + }, + { + "epoch": 11.46, + "learning_rate": 8.592307692307693e-06, + "loss": 0.0035, + "step": 3250 + }, + { + "epoch": 11.55, + "learning_rate": 8.57948717948718e-06, + "loss": 0.0042, + "step": 3275 + }, + { + "epoch": 11.64, + "learning_rate": 8.566666666666667e-06, + "loss": 0.0048, + "step": 3300 + }, + { + "epoch": 11.73, + "learning_rate": 8.553846153846156e-06, + "loss": 0.0051, + "step": 3325 + }, + { + "epoch": 11.82, + "learning_rate": 8.541025641025642e-06, + "loss": 0.0067, + "step": 3350 + }, + { + "epoch": 11.9, + "learning_rate": 8.52820512820513e-06, + "loss": 0.0058, + "step": 3375 + }, + { + "epoch": 11.99, + "learning_rate": 8.515384615384616e-06, + "loss": 0.0052, + "step": 3400 + }, + { + "epoch": 12.08, + "learning_rate": 8.502564102564103e-06, + "loss": 0.0043, + "step": 3425 + }, + { + "epoch": 12.17, + "learning_rate": 8.489743589743591e-06, + "loss": 0.0033, + "step": 3450 + }, + { + "epoch": 12.26, + "learning_rate": 8.476923076923078e-06, + "loss": 0.004, + "step": 3475 + }, + { + "epoch": 12.35, + "learning_rate": 8.464102564102565e-06, + "loss": 0.0047, + "step": 3500 + }, + { + "epoch": 12.43, + "learning_rate": 8.451282051282052e-06, + "loss": 0.0043, + "step": 3525 + }, + { + "epoch": 12.52, + "learning_rate": 8.438461538461539e-06, + "loss": 0.0037, + "step": 3550 + }, + { + "epoch": 12.61, + "learning_rate": 8.425641025641026e-06, + "loss": 0.0024, + "step": 3575 + }, + { + "epoch": 12.7, + "learning_rate": 8.412820512820512e-06, + "loss": 0.0048, + "step": 3600 + }, + { + "epoch": 12.79, + "learning_rate": 8.400000000000001e-06, + "loss": 0.0053, + "step": 3625 + }, + { + "epoch": 12.87, + "learning_rate": 8.387179487179488e-06, + "loss": 0.0043, + "step": 3650 + }, + { + "epoch": 12.96, + "learning_rate": 8.374358974358975e-06, + "loss": 0.0045, + "step": 3675 + }, + { + "epoch": 13.05, + "learning_rate": 8.361538461538461e-06, + "loss": 0.0044, + "step": 3700 + }, + { + "epoch": 13.14, + "learning_rate": 8.34871794871795e-06, + "loss": 0.008, + "step": 3725 + }, + { + "epoch": 13.23, + "learning_rate": 8.335897435897437e-06, + "loss": 0.0047, + "step": 3750 + }, + { + "epoch": 13.32, + "learning_rate": 8.323076923076924e-06, + "loss": 0.0051, + "step": 3775 + }, + { + "epoch": 13.4, + "learning_rate": 8.31025641025641e-06, + "loss": 0.0047, + "step": 3800 + }, + { + "epoch": 13.49, + "learning_rate": 8.297435897435899e-06, + "loss": 0.0038, + "step": 3825 + }, + { + "epoch": 13.58, + "learning_rate": 8.284615384615386e-06, + "loss": 0.0049, + "step": 3850 + }, + { + "epoch": 13.67, + "learning_rate": 8.271794871794873e-06, + "loss": 0.0037, + "step": 3875 + }, + { + "epoch": 13.76, + "learning_rate": 8.25897435897436e-06, + "loss": 0.0029, + "step": 3900 + }, + { + "epoch": 13.84, + "learning_rate": 8.246153846153848e-06, + "loss": 0.0029, + "step": 3925 + }, + { + "epoch": 13.93, + "learning_rate": 8.233333333333335e-06, + "loss": 0.0048, + "step": 3950 + }, + { + "epoch": 14.02, + "learning_rate": 8.220512820512822e-06, + "loss": 0.0059, + "step": 3975 + }, + { + "epoch": 14.11, + "learning_rate": 8.207692307692308e-06, + "loss": 0.0031, + "step": 4000 + }, + { + "epoch": 14.11, + "eval_loss": 0.285030722618103, + "eval_runtime": 2298.8806, + "eval_samples_per_second": 3.946, + "eval_steps_per_second": 0.247, + "eval_wer": 6.425590641737587, + "step": 4000 + }, + { + "epoch": 14.2, + "learning_rate": 8.194871794871795e-06, + "loss": 0.0032, + "step": 4025 + }, + { + "epoch": 14.29, + "learning_rate": 8.182051282051284e-06, + "loss": 0.0029, + "step": 4050 + }, + { + "epoch": 14.37, + "learning_rate": 8.16923076923077e-06, + "loss": 0.0024, + "step": 4075 + }, + { + "epoch": 14.46, + "learning_rate": 8.156410256410257e-06, + "loss": 0.0027, + "step": 4100 + }, + { + "epoch": 14.55, + "learning_rate": 8.143589743589744e-06, + "loss": 0.0045, + "step": 4125 + }, + { + "epoch": 14.64, + "learning_rate": 8.130769230769231e-06, + "loss": 0.0033, + "step": 4150 + }, + { + "epoch": 14.73, + "learning_rate": 8.117948717948718e-06, + "loss": 0.0043, + "step": 4175 + }, + { + "epoch": 14.81, + "learning_rate": 8.105128205128205e-06, + "loss": 0.0043, + "step": 4200 + }, + { + "epoch": 14.9, + "learning_rate": 8.092307692307693e-06, + "loss": 0.0042, + "step": 4225 + }, + { + "epoch": 14.99, + "learning_rate": 8.07948717948718e-06, + "loss": 0.0039, + "step": 4250 + }, + { + "epoch": 15.08, + "learning_rate": 8.066666666666667e-06, + "loss": 0.0042, + "step": 4275 + }, + { + "epoch": 15.17, + "learning_rate": 8.053846153846154e-06, + "loss": 0.0051, + "step": 4300 + }, + { + "epoch": 15.26, + "learning_rate": 8.041025641025642e-06, + "loss": 0.0034, + "step": 4325 + }, + { + "epoch": 15.34, + "learning_rate": 8.028205128205129e-06, + "loss": 0.0045, + "step": 4350 + }, + { + "epoch": 15.43, + "learning_rate": 8.015384615384616e-06, + "loss": 0.0035, + "step": 4375 + }, + { + "epoch": 15.52, + "learning_rate": 8.002564102564103e-06, + "loss": 0.0037, + "step": 4400 + }, + { + "epoch": 15.61, + "learning_rate": 7.989743589743591e-06, + "loss": 0.006, + "step": 4425 + }, + { + "epoch": 15.7, + "learning_rate": 7.976923076923078e-06, + "loss": 0.0035, + "step": 4450 + }, + { + "epoch": 15.78, + "learning_rate": 7.964102564102565e-06, + "loss": 0.0038, + "step": 4475 + }, + { + "epoch": 15.87, + "learning_rate": 7.951282051282052e-06, + "loss": 0.0051, + "step": 4500 + }, + { + "epoch": 15.96, + "learning_rate": 7.93846153846154e-06, + "loss": 0.0038, + "step": 4525 + }, + { + "epoch": 16.05, + "learning_rate": 7.925641025641027e-06, + "loss": 0.003, + "step": 4550 + }, + { + "epoch": 16.14, + "learning_rate": 7.912820512820514e-06, + "loss": 0.0031, + "step": 4575 + }, + { + "epoch": 16.23, + "learning_rate": 7.9e-06, + "loss": 0.0031, + "step": 4600 + }, + { + "epoch": 16.31, + "learning_rate": 7.887179487179487e-06, + "loss": 0.0031, + "step": 4625 + }, + { + "epoch": 16.4, + "learning_rate": 7.874358974358976e-06, + "loss": 0.0031, + "step": 4650 + }, + { + "epoch": 16.49, + "learning_rate": 7.861538461538463e-06, + "loss": 0.0024, + "step": 4675 + }, + { + "epoch": 16.58, + "learning_rate": 7.84871794871795e-06, + "loss": 0.002, + "step": 4700 + }, + { + "epoch": 16.67, + "learning_rate": 7.835897435897436e-06, + "loss": 0.0028, + "step": 4725 + }, + { + "epoch": 16.75, + "learning_rate": 7.823076923076923e-06, + "loss": 0.0023, + "step": 4750 + }, + { + "epoch": 16.84, + "learning_rate": 7.81025641025641e-06, + "loss": 0.0027, + "step": 4775 + }, + { + "epoch": 16.93, + "learning_rate": 7.797435897435897e-06, + "loss": 0.003, + "step": 4800 + }, + { + "epoch": 17.02, + "learning_rate": 7.784615384615385e-06, + "loss": 0.0025, + "step": 4825 + }, + { + "epoch": 17.11, + "learning_rate": 7.771794871794872e-06, + "loss": 0.0035, + "step": 4850 + }, + { + "epoch": 17.2, + "learning_rate": 7.758974358974359e-06, + "loss": 0.0034, + "step": 4875 + }, + { + "epoch": 17.28, + "learning_rate": 7.746153846153846e-06, + "loss": 0.0029, + "step": 4900 + }, + { + "epoch": 17.37, + "learning_rate": 7.733333333333334e-06, + "loss": 0.0021, + "step": 4925 + }, + { + "epoch": 17.46, + "learning_rate": 7.720512820512821e-06, + "loss": 0.0037, + "step": 4950 + }, + { + "epoch": 17.55, + "learning_rate": 7.707692307692308e-06, + "loss": 0.0046, + "step": 4975 + }, + { + "epoch": 17.64, + "learning_rate": 7.694871794871795e-06, + "loss": 0.0029, + "step": 5000 + }, + { + "epoch": 17.64, + "eval_loss": 0.3012606203556061, + "eval_runtime": 2293.1472, + "eval_samples_per_second": 3.956, + "eval_steps_per_second": 0.247, + "eval_wer": 6.583314165543983, + "step": 5000 + }, + { + "epoch": 17.72, + "learning_rate": 7.682051282051283e-06, + "loss": 0.0033, + "step": 5025 + }, + { + "epoch": 17.81, + "learning_rate": 7.66923076923077e-06, + "loss": 0.0036, + "step": 5050 + }, + { + "epoch": 17.9, + "learning_rate": 7.656410256410257e-06, + "loss": 0.0034, + "step": 5075 + }, + { + "epoch": 17.99, + "learning_rate": 7.643589743589744e-06, + "loss": 0.0042, + "step": 5100 + }, + { + "epoch": 18.08, + "learning_rate": 7.630769230769232e-06, + "loss": 0.0032, + "step": 5125 + }, + { + "epoch": 18.17, + "learning_rate": 7.617948717948719e-06, + "loss": 0.002, + "step": 5150 + }, + { + "epoch": 18.25, + "learning_rate": 7.605128205128206e-06, + "loss": 0.0025, + "step": 5175 + }, + { + "epoch": 18.34, + "learning_rate": 7.592307692307693e-06, + "loss": 0.0027, + "step": 5200 + }, + { + "epoch": 18.43, + "learning_rate": 7.5794871794871805e-06, + "loss": 0.0024, + "step": 5225 + }, + { + "epoch": 18.52, + "learning_rate": 7.566666666666667e-06, + "loss": 0.0039, + "step": 5250 + }, + { + "epoch": 18.61, + "learning_rate": 7.553846153846155e-06, + "loss": 0.0035, + "step": 5275 + }, + { + "epoch": 18.69, + "learning_rate": 7.541025641025642e-06, + "loss": 0.0017, + "step": 5300 + }, + { + "epoch": 18.78, + "learning_rate": 7.528205128205129e-06, + "loss": 0.0018, + "step": 5325 + }, + { + "epoch": 18.87, + "learning_rate": 7.5153846153846155e-06, + "loss": 0.0026, + "step": 5350 + }, + { + "epoch": 18.96, + "learning_rate": 7.502564102564102e-06, + "loss": 0.004, + "step": 5375 + }, + { + "epoch": 19.05, + "learning_rate": 7.48974358974359e-06, + "loss": 0.0022, + "step": 5400 + }, + { + "epoch": 19.14, + "learning_rate": 7.476923076923077e-06, + "loss": 0.0026, + "step": 5425 + }, + { + "epoch": 19.22, + "learning_rate": 7.4641025641025645e-06, + "loss": 0.0019, + "step": 5450 + }, + { + "epoch": 19.31, + "learning_rate": 7.451282051282051e-06, + "loss": 0.0033, + "step": 5475 + }, + { + "epoch": 19.4, + "learning_rate": 7.438461538461539e-06, + "loss": 0.0024, + "step": 5500 + }, + { + "epoch": 19.49, + "learning_rate": 7.425641025641026e-06, + "loss": 0.0021, + "step": 5525 + }, + { + "epoch": 19.58, + "learning_rate": 7.4128205128205135e-06, + "loss": 0.0048, + "step": 5550 + }, + { + "epoch": 19.66, + "learning_rate": 7.4e-06, + "loss": 0.0039, + "step": 5575 + }, + { + "epoch": 19.75, + "learning_rate": 7.387179487179488e-06, + "loss": 0.0038, + "step": 5600 + }, + { + "epoch": 19.84, + "learning_rate": 7.374358974358975e-06, + "loss": 0.0039, + "step": 5625 + }, + { + "epoch": 19.93, + "learning_rate": 7.362051282051282e-06, + "loss": 0.0049, + "step": 5650 + }, + { + "epoch": 20.02, + "learning_rate": 7.34923076923077e-06, + "loss": 0.0046, + "step": 5675 + }, + { + "epoch": 20.11, + "learning_rate": 7.336410256410257e-06, + "loss": 0.0035, + "step": 5700 + }, + { + "epoch": 20.19, + "learning_rate": 7.323589743589744e-06, + "loss": 0.0042, + "step": 5725 + }, + { + "epoch": 20.28, + "learning_rate": 7.310769230769231e-06, + "loss": 0.0021, + "step": 5750 + }, + { + "epoch": 20.37, + "learning_rate": 7.297948717948719e-06, + "loss": 0.003, + "step": 5775 + }, + { + "epoch": 20.46, + "learning_rate": 7.285128205128206e-06, + "loss": 0.004, + "step": 5800 + }, + { + "epoch": 20.55, + "learning_rate": 7.272307692307693e-06, + "loss": 0.0027, + "step": 5825 + }, + { + "epoch": 20.63, + "learning_rate": 7.25948717948718e-06, + "loss": 0.0031, + "step": 5850 + }, + { + "epoch": 20.72, + "learning_rate": 7.246666666666667e-06, + "loss": 0.0029, + "step": 5875 + }, + { + "epoch": 20.81, + "learning_rate": 7.233846153846155e-06, + "loss": 0.0026, + "step": 5900 + }, + { + "epoch": 20.9, + "learning_rate": 7.2210256410256415e-06, + "loss": 0.0026, + "step": 5925 + }, + { + "epoch": 20.99, + "learning_rate": 7.208205128205129e-06, + "loss": 0.0041, + "step": 5950 + }, + { + "epoch": 21.08, + "learning_rate": 7.195384615384616e-06, + "loss": 0.0042, + "step": 5975 + }, + { + "epoch": 21.16, + "learning_rate": 7.182564102564104e-06, + "loss": 0.0053, + "step": 6000 + }, + { + "epoch": 21.16, + "eval_loss": 0.2810451090335846, + "eval_runtime": 2294.5608, + "eval_samples_per_second": 3.954, + "eval_steps_per_second": 0.247, + "eval_wer": 6.796898104031808, + "step": 6000 + }, + { + "epoch": 21.25, + "learning_rate": 7.1697435897435905e-06, + "loss": 0.0026, + "step": 6025 + }, + { + "epoch": 21.34, + "learning_rate": 7.156923076923078e-06, + "loss": 0.0043, + "step": 6050 + }, + { + "epoch": 21.43, + "learning_rate": 7.144102564102565e-06, + "loss": 0.003, + "step": 6075 + }, + { + "epoch": 21.52, + "learning_rate": 7.131282051282053e-06, + "loss": 0.0026, + "step": 6100 + }, + { + "epoch": 21.6, + "learning_rate": 7.118461538461539e-06, + "loss": 0.0031, + "step": 6125 + }, + { + "epoch": 21.69, + "learning_rate": 7.1056410256410255e-06, + "loss": 0.0026, + "step": 6150 + }, + { + "epoch": 21.78, + "learning_rate": 7.092820512820513e-06, + "loss": 0.0031, + "step": 6175 + }, + { + "epoch": 21.87, + "learning_rate": 7.08e-06, + "loss": 0.003, + "step": 6200 + }, + { + "epoch": 21.96, + "learning_rate": 7.067179487179488e-06, + "loss": 0.003, + "step": 6225 + }, + { + "epoch": 22.05, + "learning_rate": 7.0543589743589745e-06, + "loss": 0.0021, + "step": 6250 + }, + { + "epoch": 22.13, + "learning_rate": 7.041538461538462e-06, + "loss": 0.002, + "step": 6275 + }, + { + "epoch": 22.22, + "learning_rate": 7.028717948717949e-06, + "loss": 0.0016, + "step": 6300 + }, + { + "epoch": 22.31, + "learning_rate": 7.015897435897437e-06, + "loss": 0.003, + "step": 6325 + }, + { + "epoch": 22.4, + "learning_rate": 7.0030769230769235e-06, + "loss": 0.0025, + "step": 6350 + }, + { + "epoch": 22.49, + "learning_rate": 6.990256410256411e-06, + "loss": 0.0021, + "step": 6375 + }, + { + "epoch": 22.57, + "learning_rate": 6.977435897435898e-06, + "loss": 0.0023, + "step": 6400 + }, + { + "epoch": 22.66, + "learning_rate": 6.964615384615386e-06, + "loss": 0.0027, + "step": 6425 + }, + { + "epoch": 22.75, + "learning_rate": 6.9517948717948725e-06, + "loss": 0.0024, + "step": 6450 + }, + { + "epoch": 22.84, + "learning_rate": 6.938974358974359e-06, + "loss": 0.0024, + "step": 6475 + }, + { + "epoch": 22.93, + "learning_rate": 6.926153846153847e-06, + "loss": 0.0022, + "step": 6500 + }, + { + "epoch": 23.02, + "learning_rate": 6.913333333333334e-06, + "loss": 0.0036, + "step": 6525 + }, + { + "epoch": 23.1, + "learning_rate": 6.9005128205128214e-06, + "loss": 0.0016, + "step": 6550 + }, + { + "epoch": 23.19, + "learning_rate": 6.887692307692308e-06, + "loss": 0.002, + "step": 6575 + }, + { + "epoch": 23.28, + "learning_rate": 6.874871794871796e-06, + "loss": 0.0037, + "step": 6600 + }, + { + "epoch": 23.37, + "learning_rate": 6.862051282051283e-06, + "loss": 0.004, + "step": 6625 + }, + { + "epoch": 23.46, + "learning_rate": 6.8492307692307704e-06, + "loss": 0.0038, + "step": 6650 + }, + { + "epoch": 23.54, + "learning_rate": 6.836410256410257e-06, + "loss": 0.0034, + "step": 6675 + }, + { + "epoch": 23.63, + "learning_rate": 6.823589743589745e-06, + "loss": 0.0024, + "step": 6700 + }, + { + "epoch": 23.72, + "learning_rate": 6.810769230769231e-06, + "loss": 0.0035, + "step": 6725 + }, + { + "epoch": 23.81, + "learning_rate": 6.797948717948718e-06, + "loss": 0.0025, + "step": 6750 + }, + { + "epoch": 23.9, + "learning_rate": 6.785128205128205e-06, + "loss": 0.0037, + "step": 6775 + }, + { + "epoch": 23.99, + "learning_rate": 6.772307692307692e-06, + "loss": 0.0033, + "step": 6800 + }, + { + "epoch": 24.07, + "learning_rate": 6.75948717948718e-06, + "loss": 0.0023, + "step": 6825 + }, + { + "epoch": 24.16, + "learning_rate": 6.746666666666667e-06, + "loss": 0.003, + "step": 6850 + }, + { + "epoch": 24.25, + "learning_rate": 6.733846153846154e-06, + "loss": 0.002, + "step": 6875 + }, + { + "epoch": 24.34, + "learning_rate": 6.721025641025641e-06, + "loss": 0.0019, + "step": 6900 + }, + { + "epoch": 24.43, + "learning_rate": 6.708205128205129e-06, + "loss": 0.0016, + "step": 6925 + }, + { + "epoch": 24.51, + "learning_rate": 6.695384615384616e-06, + "loss": 0.0035, + "step": 6950 + }, + { + "epoch": 24.6, + "learning_rate": 6.682564102564103e-06, + "loss": 0.004, + "step": 6975 + }, + { + "epoch": 24.69, + "learning_rate": 6.66974358974359e-06, + "loss": 0.0033, + "step": 7000 + }, + { + "epoch": 24.69, + "eval_loss": 0.3072134852409363, + "eval_runtime": 2292.4759, + "eval_samples_per_second": 3.957, + "eval_steps_per_second": 0.247, + "eval_wer": 6.890546446291854, + "step": 7000 + }, + { + "epoch": 24.78, + "learning_rate": 6.656923076923078e-06, + "loss": 0.0042, + "step": 7025 + }, + { + "epoch": 24.87, + "learning_rate": 6.644102564102565e-06, + "loss": 0.0031, + "step": 7050 + }, + { + "epoch": 24.96, + "learning_rate": 6.6312820512820515e-06, + "loss": 0.0039, + "step": 7075 + }, + { + "epoch": 25.04, + "learning_rate": 6.618461538461539e-06, + "loss": 0.0027, + "step": 7100 + }, + { + "epoch": 25.13, + "learning_rate": 6.605641025641026e-06, + "loss": 0.0033, + "step": 7125 + }, + { + "epoch": 25.22, + "learning_rate": 6.592820512820514e-06, + "loss": 0.0018, + "step": 7150 + }, + { + "epoch": 25.31, + "learning_rate": 6.5800000000000005e-06, + "loss": 0.0025, + "step": 7175 + }, + { + "epoch": 25.4, + "learning_rate": 6.567179487179488e-06, + "loss": 0.0022, + "step": 7200 + }, + { + "epoch": 25.49, + "learning_rate": 6.554358974358975e-06, + "loss": 0.0018, + "step": 7225 + }, + { + "epoch": 25.57, + "learning_rate": 6.541538461538463e-06, + "loss": 0.0028, + "step": 7250 + }, + { + "epoch": 25.66, + "learning_rate": 6.5287179487179495e-06, + "loss": 0.0018, + "step": 7275 + }, + { + "epoch": 25.75, + "learning_rate": 6.515897435897437e-06, + "loss": 0.0017, + "step": 7300 + }, + { + "epoch": 25.84, + "learning_rate": 6.503076923076923e-06, + "loss": 0.0016, + "step": 7325 + }, + { + "epoch": 25.93, + "learning_rate": 6.49025641025641e-06, + "loss": 0.0028, + "step": 7350 + }, + { + "epoch": 26.01, + "learning_rate": 6.477435897435898e-06, + "loss": 0.0018, + "step": 7375 + }, + { + "epoch": 26.1, + "learning_rate": 6.4646153846153845e-06, + "loss": 0.0013, + "step": 7400 + }, + { + "epoch": 26.19, + "learning_rate": 6.451794871794872e-06, + "loss": 0.0015, + "step": 7425 + }, + { + "epoch": 26.28, + "learning_rate": 6.438974358974359e-06, + "loss": 0.0015, + "step": 7450 + }, + { + "epoch": 26.37, + "learning_rate": 6.426153846153847e-06, + "loss": 0.002, + "step": 7475 + }, + { + "epoch": 26.46, + "learning_rate": 6.4133333333333335e-06, + "loss": 0.0018, + "step": 7500 + }, + { + "epoch": 26.54, + "learning_rate": 6.400512820512821e-06, + "loss": 0.0027, + "step": 7525 + }, + { + "epoch": 26.63, + "learning_rate": 6.387692307692308e-06, + "loss": 0.0008, + "step": 7550 + }, + { + "epoch": 26.72, + "learning_rate": 6.374871794871796e-06, + "loss": 0.0011, + "step": 7575 + }, + { + "epoch": 26.81, + "learning_rate": 6.3620512820512825e-06, + "loss": 0.0028, + "step": 7600 + }, + { + "epoch": 26.9, + "learning_rate": 6.34923076923077e-06, + "loss": 0.0019, + "step": 7625 + }, + { + "epoch": 26.98, + "learning_rate": 6.336410256410257e-06, + "loss": 0.0025, + "step": 7650 + }, + { + "epoch": 27.07, + "learning_rate": 6.323589743589744e-06, + "loss": 0.0013, + "step": 7675 + }, + { + "epoch": 27.16, + "learning_rate": 6.3107692307692315e-06, + "loss": 0.001, + "step": 7700 + }, + { + "epoch": 27.25, + "learning_rate": 6.297948717948718e-06, + "loss": 0.0008, + "step": 7725 + }, + { + "epoch": 27.34, + "learning_rate": 6.285128205128206e-06, + "loss": 0.0014, + "step": 7750 + }, + { + "epoch": 27.43, + "learning_rate": 6.272307692307693e-06, + "loss": 0.0009, + "step": 7775 + }, + { + "epoch": 27.51, + "learning_rate": 6.2594871794871805e-06, + "loss": 0.0018, + "step": 7800 + }, + { + "epoch": 27.6, + "learning_rate": 6.246666666666667e-06, + "loss": 0.0012, + "step": 7825 + }, + { + "epoch": 27.69, + "learning_rate": 6.233846153846155e-06, + "loss": 0.0011, + "step": 7850 + }, + { + "epoch": 27.78, + "learning_rate": 6.221025641025642e-06, + "loss": 0.0016, + "step": 7875 + }, + { + "epoch": 27.87, + "learning_rate": 6.2082051282051294e-06, + "loss": 0.0019, + "step": 7900 + }, + { + "epoch": 27.95, + "learning_rate": 6.195384615384616e-06, + "loss": 0.0024, + "step": 7925 + }, + { + "epoch": 28.04, + "learning_rate": 6.182564102564102e-06, + "loss": 0.0015, + "step": 7950 + }, + { + "epoch": 28.13, + "learning_rate": 6.16974358974359e-06, + "loss": 0.0011, + "step": 7975 + }, + { + "epoch": 28.22, + "learning_rate": 6.156923076923077e-06, + "loss": 0.0007, + "step": 8000 + }, + { + "epoch": 28.22, + "eval_loss": 0.32103443145751953, + "eval_runtime": 2300.2969, + "eval_samples_per_second": 3.944, + "eval_steps_per_second": 0.246, + "eval_wer": 6.731179969112476, + "step": 8000 + }, + { + "epoch": 28.31, + "learning_rate": 6.144102564102564e-06, + "loss": 0.0011, + "step": 8025 + }, + { + "epoch": 28.4, + "learning_rate": 6.131282051282051e-06, + "loss": 0.0011, + "step": 8050 + }, + { + "epoch": 28.48, + "learning_rate": 6.118461538461539e-06, + "loss": 0.0009, + "step": 8075 + }, + { + "epoch": 28.57, + "learning_rate": 6.105641025641026e-06, + "loss": 0.0011, + "step": 8100 + }, + { + "epoch": 28.66, + "learning_rate": 6.092820512820513e-06, + "loss": 0.0005, + "step": 8125 + }, + { + "epoch": 28.75, + "learning_rate": 6.08e-06, + "loss": 0.0016, + "step": 8150 + }, + { + "epoch": 28.84, + "learning_rate": 6.067179487179488e-06, + "loss": 0.0013, + "step": 8175 + }, + { + "epoch": 28.92, + "learning_rate": 6.054358974358975e-06, + "loss": 0.0014, + "step": 8200 + }, + { + "epoch": 29.01, + "learning_rate": 6.041538461538462e-06, + "loss": 0.0013, + "step": 8225 + }, + { + "epoch": 29.1, + "learning_rate": 6.028717948717949e-06, + "loss": 0.0006, + "step": 8250 + }, + { + "epoch": 29.19, + "learning_rate": 6.015897435897436e-06, + "loss": 0.0005, + "step": 8275 + }, + { + "epoch": 29.28, + "learning_rate": 6.003076923076924e-06, + "loss": 0.0004, + "step": 8300 + }, + { + "epoch": 29.37, + "learning_rate": 5.9902564102564105e-06, + "loss": 0.0004, + "step": 8325 + }, + { + "epoch": 29.45, + "learning_rate": 5.977435897435898e-06, + "loss": 0.0006, + "step": 8350 + }, + { + "epoch": 29.54, + "learning_rate": 5.964615384615385e-06, + "loss": 0.0015, + "step": 8375 + }, + { + "epoch": 29.63, + "learning_rate": 5.951794871794873e-06, + "loss": 0.0018, + "step": 8400 + }, + { + "epoch": 29.72, + "learning_rate": 5.9389743589743595e-06, + "loss": 0.0022, + "step": 8425 + }, + { + "epoch": 29.81, + "learning_rate": 5.926153846153847e-06, + "loss": 0.0028, + "step": 8450 + }, + { + "epoch": 29.89, + "learning_rate": 5.913333333333334e-06, + "loss": 0.002, + "step": 8475 + }, + { + "epoch": 29.98, + "learning_rate": 5.900512820512822e-06, + "loss": 0.0012, + "step": 8500 + }, + { + "epoch": 30.07, + "learning_rate": 5.8876923076923085e-06, + "loss": 0.0022, + "step": 8525 + }, + { + "epoch": 30.16, + "learning_rate": 5.8748717948717945e-06, + "loss": 0.002, + "step": 8550 + }, + { + "epoch": 30.25, + "learning_rate": 5.862051282051282e-06, + "loss": 0.001, + "step": 8575 + }, + { + "epoch": 30.34, + "learning_rate": 5.849230769230769e-06, + "loss": 0.001, + "step": 8600 + }, + { + "epoch": 30.42, + "learning_rate": 5.836410256410257e-06, + "loss": 0.0021, + "step": 8625 + }, + { + "epoch": 30.51, + "learning_rate": 5.8235897435897435e-06, + "loss": 0.0011, + "step": 8650 + }, + { + "epoch": 30.6, + "learning_rate": 5.810769230769231e-06, + "loss": 0.0014, + "step": 8675 + }, + { + "epoch": 30.69, + "learning_rate": 5.797948717948718e-06, + "loss": 0.0015, + "step": 8700 + }, + { + "epoch": 30.78, + "learning_rate": 5.785128205128206e-06, + "loss": 0.0009, + "step": 8725 + }, + { + "epoch": 30.86, + "learning_rate": 5.7723076923076925e-06, + "loss": 0.0023, + "step": 8750 + }, + { + "epoch": 30.95, + "learning_rate": 5.75948717948718e-06, + "loss": 0.001, + "step": 8775 + }, + { + "epoch": 31.04, + "learning_rate": 5.746666666666667e-06, + "loss": 0.0018, + "step": 8800 + }, + { + "epoch": 31.13, + "learning_rate": 5.733846153846155e-06, + "loss": 0.0022, + "step": 8825 + }, + { + "epoch": 31.22, + "learning_rate": 5.7210256410256415e-06, + "loss": 0.0016, + "step": 8850 + }, + { + "epoch": 31.31, + "learning_rate": 5.708205128205129e-06, + "loss": 0.0015, + "step": 8875 + }, + { + "epoch": 31.39, + "learning_rate": 5.695384615384616e-06, + "loss": 0.0012, + "step": 8900 + }, + { + "epoch": 31.48, + "learning_rate": 5.682564102564103e-06, + "loss": 0.0016, + "step": 8925 + }, + { + "epoch": 31.57, + "learning_rate": 5.6697435897435905e-06, + "loss": 0.0017, + "step": 8950 + }, + { + "epoch": 31.66, + "learning_rate": 5.656923076923077e-06, + "loss": 0.0014, + "step": 8975 + }, + { + "epoch": 31.75, + "learning_rate": 5.644102564102565e-06, + "loss": 0.0021, + "step": 9000 + }, + { + "epoch": 31.75, + "eval_loss": 0.33106353878974915, + "eval_runtime": 2298.0967, + "eval_samples_per_second": 3.948, + "eval_steps_per_second": 0.247, + "eval_wer": 6.992409555416818, + "step": 9000 + }, + { + "epoch": 31.83, + "learning_rate": 5.631282051282052e-06, + "loss": 0.0023, + "step": 9025 + }, + { + "epoch": 31.92, + "learning_rate": 5.6184615384615395e-06, + "loss": 0.0022, + "step": 9050 + }, + { + "epoch": 32.01, + "learning_rate": 5.605641025641026e-06, + "loss": 0.0014, + "step": 9075 + }, + { + "epoch": 32.1, + "learning_rate": 5.592820512820514e-06, + "loss": 0.0009, + "step": 9100 + }, + { + "epoch": 32.19, + "learning_rate": 5.580000000000001e-06, + "loss": 0.0013, + "step": 9125 + }, + { + "epoch": 32.28, + "learning_rate": 5.567179487179487e-06, + "loss": 0.002, + "step": 9150 + }, + { + "epoch": 32.36, + "learning_rate": 5.5543589743589744e-06, + "loss": 0.0023, + "step": 9175 + }, + { + "epoch": 32.45, + "learning_rate": 5.541538461538461e-06, + "loss": 0.0019, + "step": 9200 + }, + { + "epoch": 32.54, + "learning_rate": 5.528717948717949e-06, + "loss": 0.0036, + "step": 9225 + }, + { + "epoch": 32.63, + "learning_rate": 5.515897435897436e-06, + "loss": 0.002, + "step": 9250 + }, + { + "epoch": 32.72, + "learning_rate": 5.5030769230769234e-06, + "loss": 0.0024, + "step": 9275 + }, + { + "epoch": 32.8, + "learning_rate": 5.49025641025641e-06, + "loss": 0.0028, + "step": 9300 + }, + { + "epoch": 32.89, + "learning_rate": 5.477435897435898e-06, + "loss": 0.002, + "step": 9325 + }, + { + "epoch": 32.98, + "learning_rate": 5.464615384615385e-06, + "loss": 0.0027, + "step": 9350 + }, + { + "epoch": 33.07, + "learning_rate": 5.451794871794872e-06, + "loss": 0.0029, + "step": 9375 + }, + { + "epoch": 33.16, + "learning_rate": 5.438974358974359e-06, + "loss": 0.0029, + "step": 9400 + }, + { + "epoch": 33.25, + "learning_rate": 5.426153846153847e-06, + "loss": 0.003, + "step": 9425 + }, + { + "epoch": 33.33, + "learning_rate": 5.413333333333334e-06, + "loss": 0.0021, + "step": 9450 + }, + { + "epoch": 33.42, + "learning_rate": 5.400512820512821e-06, + "loss": 0.0021, + "step": 9475 + }, + { + "epoch": 33.51, + "learning_rate": 5.387692307692308e-06, + "loss": 0.0011, + "step": 9500 + }, + { + "epoch": 33.6, + "learning_rate": 5.374871794871795e-06, + "loss": 0.0013, + "step": 9525 + }, + { + "epoch": 33.69, + "learning_rate": 5.362051282051283e-06, + "loss": 0.0018, + "step": 9550 + }, + { + "epoch": 33.77, + "learning_rate": 5.3492307692307696e-06, + "loss": 0.0021, + "step": 9575 + }, + { + "epoch": 33.86, + "learning_rate": 5.336410256410257e-06, + "loss": 0.0023, + "step": 9600 + }, + { + "epoch": 33.95, + "learning_rate": 5.323589743589744e-06, + "loss": 0.0017, + "step": 9625 + }, + { + "epoch": 34.04, + "learning_rate": 5.310769230769232e-06, + "loss": 0.0017, + "step": 9650 + }, + { + "epoch": 34.13, + "learning_rate": 5.2979487179487185e-06, + "loss": 0.0015, + "step": 9675 + }, + { + "epoch": 34.22, + "learning_rate": 5.285128205128206e-06, + "loss": 0.0022, + "step": 9700 + }, + { + "epoch": 34.3, + "learning_rate": 5.272307692307693e-06, + "loss": 0.0009, + "step": 9725 + }, + { + "epoch": 34.39, + "learning_rate": 5.259487179487181e-06, + "loss": 0.0012, + "step": 9750 + }, + { + "epoch": 34.48, + "learning_rate": 5.246666666666667e-06, + "loss": 0.0012, + "step": 9775 + }, + { + "epoch": 34.57, + "learning_rate": 5.2338461538461535e-06, + "loss": 0.0008, + "step": 9800 + }, + { + "epoch": 34.66, + "learning_rate": 5.221025641025641e-06, + "loss": 0.0016, + "step": 9825 + }, + { + "epoch": 34.74, + "learning_rate": 5.208205128205128e-06, + "loss": 0.001, + "step": 9850 + }, + { + "epoch": 34.83, + "learning_rate": 5.195384615384616e-06, + "loss": 0.0013, + "step": 9875 + }, + { + "epoch": 34.92, + "learning_rate": 5.1825641025641025e-06, + "loss": 0.0014, + "step": 9900 + }, + { + "epoch": 35.01, + "learning_rate": 5.16974358974359e-06, + "loss": 0.001, + "step": 9925 + }, + { + "epoch": 35.1, + "learning_rate": 5.156923076923077e-06, + "loss": 0.0012, + "step": 9950 + }, + { + "epoch": 35.19, + "learning_rate": 5.144102564102565e-06, + "loss": 0.0008, + "step": 9975 + }, + { + "epoch": 35.27, + "learning_rate": 5.1312820512820515e-06, + "loss": 0.0006, + "step": 10000 + }, + { + "epoch": 35.27, + "eval_loss": 0.31875914335250854, + "eval_runtime": 2312.6787, + "eval_samples_per_second": 3.923, + "eval_steps_per_second": 0.245, + "eval_wer": 6.729537015739494, + "step": 10000 + }, + { + "epoch": 35.36, + "learning_rate": 5.118461538461539e-06, + "loss": 0.0008, + "step": 10025 + }, + { + "epoch": 35.45, + "learning_rate": 5.105641025641026e-06, + "loss": 0.0023, + "step": 10050 + }, + { + "epoch": 35.54, + "learning_rate": 5.092820512820514e-06, + "loss": 0.0007, + "step": 10075 + }, + { + "epoch": 35.63, + "learning_rate": 5.0800000000000005e-06, + "loss": 0.0018, + "step": 10100 + }, + { + "epoch": 35.71, + "learning_rate": 5.067179487179487e-06, + "loss": 0.0012, + "step": 10125 + }, + { + "epoch": 35.8, + "learning_rate": 5.054358974358975e-06, + "loss": 0.0005, + "step": 10150 + }, + { + "epoch": 35.89, + "learning_rate": 5.041538461538462e-06, + "loss": 0.0004, + "step": 10175 + }, + { + "epoch": 35.98, + "learning_rate": 5.0287179487179495e-06, + "loss": 0.0006, + "step": 10200 + }, + { + "epoch": 36.07, + "learning_rate": 5.015897435897436e-06, + "loss": 0.0007, + "step": 10225 + }, + { + "epoch": 36.16, + "learning_rate": 5.003076923076924e-06, + "loss": 0.0003, + "step": 10250 + }, + { + "epoch": 36.24, + "learning_rate": 4.990256410256411e-06, + "loss": 0.0003, + "step": 10275 + }, + { + "epoch": 36.33, + "learning_rate": 4.977435897435898e-06, + "loss": 0.0002, + "step": 10300 + }, + { + "epoch": 36.42, + "learning_rate": 4.964615384615385e-06, + "loss": 0.0002, + "step": 10325 + }, + { + "epoch": 36.51, + "learning_rate": 4.951794871794872e-06, + "loss": 0.0002, + "step": 10350 + }, + { + "epoch": 36.6, + "learning_rate": 4.93897435897436e-06, + "loss": 0.0003, + "step": 10375 + }, + { + "epoch": 36.68, + "learning_rate": 4.926153846153847e-06, + "loss": 0.0009, + "step": 10400 + }, + { + "epoch": 36.77, + "learning_rate": 4.9133333333333334e-06, + "loss": 0.001, + "step": 10425 + }, + { + "epoch": 36.86, + "learning_rate": 4.900512820512821e-06, + "loss": 0.0004, + "step": 10450 + }, + { + "epoch": 36.95, + "learning_rate": 4.887692307692308e-06, + "loss": 0.0004, + "step": 10475 + }, + { + "epoch": 37.04, + "learning_rate": 4.874871794871796e-06, + "loss": 0.0009, + "step": 10500 + }, + { + "epoch": 37.13, + "learning_rate": 4.8620512820512824e-06, + "loss": 0.0005, + "step": 10525 + }, + { + "epoch": 37.21, + "learning_rate": 4.849230769230769e-06, + "loss": 0.0009, + "step": 10550 + }, + { + "epoch": 37.3, + "learning_rate": 4.836410256410257e-06, + "loss": 0.0002, + "step": 10575 + }, + { + "epoch": 37.39, + "learning_rate": 4.823589743589744e-06, + "loss": 0.0002, + "step": 10600 + }, + { + "epoch": 37.48, + "learning_rate": 4.8107692307692314e-06, + "loss": 0.0002, + "step": 10625 + }, + { + "epoch": 37.57, + "learning_rate": 4.797948717948718e-06, + "loss": 0.0002, + "step": 10650 + }, + { + "epoch": 37.65, + "learning_rate": 4.785128205128206e-06, + "loss": 0.0002, + "step": 10675 + }, + { + "epoch": 37.74, + "learning_rate": 4.772307692307693e-06, + "loss": 0.0003, + "step": 10700 + }, + { + "epoch": 37.83, + "learning_rate": 4.7594871794871796e-06, + "loss": 0.0002, + "step": 10725 + }, + { + "epoch": 37.92, + "learning_rate": 4.746666666666667e-06, + "loss": 0.0002, + "step": 10750 + }, + { + "epoch": 38.01, + "learning_rate": 4.733846153846154e-06, + "loss": 0.0001, + "step": 10775 + }, + { + "epoch": 38.1, + "learning_rate": 4.721025641025642e-06, + "loss": 0.0001, + "step": 10800 + }, + { + "epoch": 38.18, + "learning_rate": 4.7082051282051286e-06, + "loss": 0.0001, + "step": 10825 + }, + { + "epoch": 38.27, + "learning_rate": 4.695384615384615e-06, + "loss": 0.0001, + "step": 10850 + }, + { + "epoch": 38.36, + "learning_rate": 4.682564102564103e-06, + "loss": 0.0001, + "step": 10875 + }, + { + "epoch": 38.45, + "learning_rate": 4.66974358974359e-06, + "loss": 0.0001, + "step": 10900 + }, + { + "epoch": 38.54, + "learning_rate": 4.6569230769230776e-06, + "loss": 0.0002, + "step": 10925 + }, + { + "epoch": 38.62, + "learning_rate": 4.644102564102564e-06, + "loss": 0.0001, + "step": 10950 + }, + { + "epoch": 38.71, + "learning_rate": 4.631282051282052e-06, + "loss": 0.001, + "step": 10975 + }, + { + "epoch": 38.8, + "learning_rate": 4.618461538461539e-06, + "loss": 0.0002, + "step": 11000 + }, + { + "epoch": 38.8, + "eval_loss": 0.33356669545173645, + "eval_runtime": 2302.5441, + "eval_samples_per_second": 3.94, + "eval_steps_per_second": 0.246, + "eval_wer": 6.658890020701212, + "step": 11000 + }, + { + "epoch": 38.89, + "learning_rate": 4.605641025641026e-06, + "loss": 0.0002, + "step": 11025 + }, + { + "epoch": 38.98, + "learning_rate": 4.592820512820513e-06, + "loss": 0.0002, + "step": 11050 + }, + { + "epoch": 39.07, + "learning_rate": 4.58e-06, + "loss": 0.0001, + "step": 11075 + }, + { + "epoch": 39.15, + "learning_rate": 4.567179487179488e-06, + "loss": 0.0001, + "step": 11100 + }, + { + "epoch": 39.24, + "learning_rate": 4.554358974358975e-06, + "loss": 0.0007, + "step": 11125 + }, + { + "epoch": 39.33, + "learning_rate": 4.5415384615384615e-06, + "loss": 0.0001, + "step": 11150 + }, + { + "epoch": 39.42, + "learning_rate": 4.528717948717949e-06, + "loss": 0.0002, + "step": 11175 + }, + { + "epoch": 39.51, + "learning_rate": 4.515897435897436e-06, + "loss": 0.0001, + "step": 11200 + }, + { + "epoch": 39.59, + "learning_rate": 4.503076923076924e-06, + "loss": 0.0002, + "step": 11225 + }, + { + "epoch": 39.68, + "learning_rate": 4.4902564102564105e-06, + "loss": 0.0003, + "step": 11250 + }, + { + "epoch": 39.77, + "learning_rate": 4.477435897435898e-06, + "loss": 0.0006, + "step": 11275 + }, + { + "epoch": 39.86, + "learning_rate": 4.464615384615385e-06, + "loss": 0.0009, + "step": 11300 + }, + { + "epoch": 39.95, + "learning_rate": 4.451794871794872e-06, + "loss": 0.0008, + "step": 11325 + }, + { + "epoch": 40.04, + "learning_rate": 4.4389743589743595e-06, + "loss": 0.0002, + "step": 11350 + }, + { + "epoch": 40.12, + "learning_rate": 4.426153846153846e-06, + "loss": 0.0002, + "step": 11375 + }, + { + "epoch": 40.21, + "learning_rate": 4.413333333333334e-06, + "loss": 0.0011, + "step": 11400 + }, + { + "epoch": 40.3, + "learning_rate": 4.400512820512821e-06, + "loss": 0.0002, + "step": 11425 + }, + { + "epoch": 40.39, + "learning_rate": 4.387692307692308e-06, + "loss": 0.0003, + "step": 11450 + }, + { + "epoch": 40.48, + "learning_rate": 4.374871794871795e-06, + "loss": 0.0003, + "step": 11475 + }, + { + "epoch": 40.56, + "learning_rate": 4.362051282051282e-06, + "loss": 0.0003, + "step": 11500 + }, + { + "epoch": 40.65, + "learning_rate": 4.34923076923077e-06, + "loss": 0.001, + "step": 11525 + }, + { + "epoch": 40.74, + "learning_rate": 4.336410256410257e-06, + "loss": 0.001, + "step": 11550 + }, + { + "epoch": 40.83, + "learning_rate": 4.323589743589744e-06, + "loss": 0.0018, + "step": 11575 + }, + { + "epoch": 40.92, + "learning_rate": 4.310769230769231e-06, + "loss": 0.0034, + "step": 11600 + }, + { + "epoch": 41.01, + "learning_rate": 4.297948717948718e-06, + "loss": 0.0023, + "step": 11625 + }, + { + "epoch": 41.09, + "learning_rate": 4.285128205128206e-06, + "loss": 0.0007, + "step": 11650 + }, + { + "epoch": 41.18, + "learning_rate": 4.2723076923076925e-06, + "loss": 0.0004, + "step": 11675 + }, + { + "epoch": 41.27, + "learning_rate": 4.25948717948718e-06, + "loss": 0.0004, + "step": 11700 + }, + { + "epoch": 41.36, + "learning_rate": 4.246666666666667e-06, + "loss": 0.0003, + "step": 11725 + }, + { + "epoch": 41.45, + "learning_rate": 4.233846153846154e-06, + "loss": 0.0005, + "step": 11750 + }, + { + "epoch": 41.53, + "learning_rate": 4.2210256410256414e-06, + "loss": 0.0005, + "step": 11775 + }, + { + "epoch": 41.62, + "learning_rate": 4.208205128205128e-06, + "loss": 0.0015, + "step": 11800 + }, + { + "epoch": 41.71, + "learning_rate": 4.195384615384616e-06, + "loss": 0.0019, + "step": 11825 + }, + { + "epoch": 41.8, + "learning_rate": 4.182564102564103e-06, + "loss": 0.0021, + "step": 11850 + }, + { + "epoch": 41.89, + "learning_rate": 4.1697435897435904e-06, + "loss": 0.0011, + "step": 11875 + }, + { + "epoch": 41.98, + "learning_rate": 4.156923076923077e-06, + "loss": 0.0007, + "step": 11900 + }, + { + "epoch": 42.06, + "learning_rate": 4.144102564102564e-06, + "loss": 0.0003, + "step": 11925 + }, + { + "epoch": 42.15, + "learning_rate": 4.131282051282052e-06, + "loss": 0.0005, + "step": 11950 + }, + { + "epoch": 42.24, + "learning_rate": 4.118461538461539e-06, + "loss": 0.0013, + "step": 11975 + }, + { + "epoch": 42.33, + "learning_rate": 4.105641025641026e-06, + "loss": 0.0004, + "step": 12000 + }, + { + "epoch": 42.33, + "eval_loss": 0.3464820981025696, + "eval_runtime": 2300.3502, + "eval_samples_per_second": 3.944, + "eval_steps_per_second": 0.246, + "eval_wer": 6.90861893339467, + "step": 12000 + }, + { + "epoch": 42.42, + "learning_rate": 4.092820512820513e-06, + "loss": 0.0007, + "step": 12025 + }, + { + "epoch": 42.5, + "learning_rate": 4.08e-06, + "loss": 0.0013, + "step": 12050 + }, + { + "epoch": 42.59, + "learning_rate": 4.0671794871794876e-06, + "loss": 0.0018, + "step": 12075 + }, + { + "epoch": 42.68, + "learning_rate": 4.054358974358974e-06, + "loss": 0.0007, + "step": 12100 + }, + { + "epoch": 42.77, + "learning_rate": 4.041538461538462e-06, + "loss": 0.0021, + "step": 12125 + }, + { + "epoch": 42.86, + "learning_rate": 4.028717948717949e-06, + "loss": 0.0022, + "step": 12150 + }, + { + "epoch": 42.95, + "learning_rate": 4.0158974358974366e-06, + "loss": 0.0016, + "step": 12175 + }, + { + "epoch": 43.03, + "learning_rate": 4.003076923076923e-06, + "loss": 0.0032, + "step": 12200 + }, + { + "epoch": 43.12, + "learning_rate": 3.990256410256411e-06, + "loss": 0.0008, + "step": 12225 + }, + { + "epoch": 43.21, + "learning_rate": 3.977435897435898e-06, + "loss": 0.0017, + "step": 12250 + }, + { + "epoch": 43.3, + "learning_rate": 3.964615384615385e-06, + "loss": 0.0022, + "step": 12275 + }, + { + "epoch": 43.39, + "learning_rate": 3.951794871794872e-06, + "loss": 0.003, + "step": 12300 + }, + { + "epoch": 43.47, + "learning_rate": 3.938974358974359e-06, + "loss": 0.0023, + "step": 12325 + }, + { + "epoch": 43.56, + "learning_rate": 3.926153846153846e-06, + "loss": 0.0022, + "step": 12350 + }, + { + "epoch": 43.65, + "learning_rate": 3.913333333333334e-06, + "loss": 0.0013, + "step": 12375 + }, + { + "epoch": 43.74, + "learning_rate": 3.9005128205128205e-06, + "loss": 0.0012, + "step": 12400 + }, + { + "epoch": 43.83, + "learning_rate": 3.887692307692308e-06, + "loss": 0.0009, + "step": 12425 + }, + { + "epoch": 43.92, + "learning_rate": 3.874871794871795e-06, + "loss": 0.0015, + "step": 12450 + }, + { + "epoch": 44.0, + "learning_rate": 3.862051282051283e-06, + "loss": 0.002, + "step": 12475 + }, + { + "epoch": 44.09, + "learning_rate": 3.8492307692307695e-06, + "loss": 0.001, + "step": 12500 + }, + { + "epoch": 44.18, + "learning_rate": 3.836410256410257e-06, + "loss": 0.0008, + "step": 12525 + }, + { + "epoch": 44.27, + "learning_rate": 3.823589743589744e-06, + "loss": 0.0004, + "step": 12550 + }, + { + "epoch": 44.36, + "learning_rate": 3.8107692307692313e-06, + "loss": 0.0008, + "step": 12575 + }, + { + "epoch": 44.44, + "learning_rate": 3.7979487179487185e-06, + "loss": 0.0019, + "step": 12600 + }, + { + "epoch": 44.53, + "learning_rate": 3.7851282051282058e-06, + "loss": 0.0005, + "step": 12625 + }, + { + "epoch": 44.62, + "learning_rate": 3.772307692307693e-06, + "loss": 0.0007, + "step": 12650 + }, + { + "epoch": 44.71, + "learning_rate": 3.7594871794871794e-06, + "loss": 0.0003, + "step": 12675 + }, + { + "epoch": 44.8, + "learning_rate": 3.7466666666666667e-06, + "loss": 0.0005, + "step": 12700 + }, + { + "epoch": 44.89, + "learning_rate": 3.733846153846154e-06, + "loss": 0.0008, + "step": 12725 + }, + { + "epoch": 44.97, + "learning_rate": 3.721025641025641e-06, + "loss": 0.0009, + "step": 12750 + }, + { + "epoch": 45.06, + "learning_rate": 3.7082051282051284e-06, + "loss": 0.0003, + "step": 12775 + }, + { + "epoch": 45.15, + "learning_rate": 3.6953846153846156e-06, + "loss": 0.0006, + "step": 12800 + }, + { + "epoch": 45.24, + "learning_rate": 3.682564102564103e-06, + "loss": 0.0004, + "step": 12825 + }, + { + "epoch": 45.33, + "learning_rate": 3.66974358974359e-06, + "loss": 0.0008, + "step": 12850 + }, + { + "epoch": 45.41, + "learning_rate": 3.6569230769230774e-06, + "loss": 0.0008, + "step": 12875 + }, + { + "epoch": 45.5, + "learning_rate": 3.6441025641025646e-06, + "loss": 0.0013, + "step": 12900 + }, + { + "epoch": 45.59, + "learning_rate": 3.631282051282052e-06, + "loss": 0.0004, + "step": 12925 + }, + { + "epoch": 45.68, + "learning_rate": 3.618461538461539e-06, + "loss": 0.001, + "step": 12950 + }, + { + "epoch": 45.77, + "learning_rate": 3.6056410256410255e-06, + "loss": 0.0013, + "step": 12975 + }, + { + "epoch": 45.86, + "learning_rate": 3.5928205128205128e-06, + "loss": 0.0004, + "step": 13000 + }, + { + "epoch": 45.86, + "eval_loss": 0.334043949842453, + "eval_runtime": 2299.1497, + "eval_samples_per_second": 3.946, + "eval_steps_per_second": 0.247, + "eval_wer": 6.992409555416818, + "step": 13000 + }, + { + "epoch": 45.94, + "learning_rate": 3.58e-06, + "loss": 0.0004, + "step": 13025 + }, + { + "epoch": 46.03, + "learning_rate": 3.5671794871794873e-06, + "loss": 0.0004, + "step": 13050 + }, + { + "epoch": 46.12, + "learning_rate": 3.5543589743589745e-06, + "loss": 0.0002, + "step": 13075 + }, + { + "epoch": 46.21, + "learning_rate": 3.5415384615384618e-06, + "loss": 0.0006, + "step": 13100 + }, + { + "epoch": 46.3, + "learning_rate": 3.528717948717949e-06, + "loss": 0.0005, + "step": 13125 + }, + { + "epoch": 46.38, + "learning_rate": 3.5158974358974363e-06, + "loss": 0.0006, + "step": 13150 + }, + { + "epoch": 46.47, + "learning_rate": 3.5030769230769235e-06, + "loss": 0.0002, + "step": 13175 + }, + { + "epoch": 46.56, + "learning_rate": 3.4902564102564108e-06, + "loss": 0.0002, + "step": 13200 + }, + { + "epoch": 46.65, + "learning_rate": 3.477435897435898e-06, + "loss": 0.0005, + "step": 13225 + }, + { + "epoch": 46.74, + "learning_rate": 3.4646153846153853e-06, + "loss": 0.0002, + "step": 13250 + }, + { + "epoch": 46.83, + "learning_rate": 3.4517948717948717e-06, + "loss": 0.0006, + "step": 13275 + }, + { + "epoch": 46.91, + "learning_rate": 3.438974358974359e-06, + "loss": 0.0005, + "step": 13300 + }, + { + "epoch": 47.0, + "learning_rate": 3.426153846153846e-06, + "loss": 0.0009, + "step": 13325 + }, + { + "epoch": 47.09, + "learning_rate": 3.4133333333333334e-06, + "loss": 0.0002, + "step": 13350 + }, + { + "epoch": 47.18, + "learning_rate": 3.4005128205128207e-06, + "loss": 0.0003, + "step": 13375 + }, + { + "epoch": 47.27, + "learning_rate": 3.387692307692308e-06, + "loss": 0.0002, + "step": 13400 + }, + { + "epoch": 47.35, + "learning_rate": 3.374871794871795e-06, + "loss": 0.0002, + "step": 13425 + }, + { + "epoch": 47.44, + "learning_rate": 3.3620512820512824e-06, + "loss": 0.0002, + "step": 13450 + }, + { + "epoch": 47.53, + "learning_rate": 3.3492307692307696e-06, + "loss": 0.0006, + "step": 13475 + }, + { + "epoch": 47.62, + "learning_rate": 3.336410256410257e-06, + "loss": 0.0004, + "step": 13500 + }, + { + "epoch": 47.71, + "learning_rate": 3.323589743589744e-06, + "loss": 0.0003, + "step": 13525 + }, + { + "epoch": 47.8, + "learning_rate": 3.3107692307692314e-06, + "loss": 0.0002, + "step": 13550 + }, + { + "epoch": 47.88, + "learning_rate": 3.297948717948718e-06, + "loss": 0.0002, + "step": 13575 + }, + { + "epoch": 47.97, + "learning_rate": 3.285128205128205e-06, + "loss": 0.0001, + "step": 13600 + }, + { + "epoch": 48.06, + "learning_rate": 3.2723076923076923e-06, + "loss": 0.0002, + "step": 13625 + }, + { + "epoch": 48.15, + "learning_rate": 3.2594871794871795e-06, + "loss": 0.0001, + "step": 13650 + }, + { + "epoch": 48.24, + "learning_rate": 3.2466666666666668e-06, + "loss": 0.0002, + "step": 13675 + }, + { + "epoch": 48.32, + "learning_rate": 3.233846153846154e-06, + "loss": 0.0001, + "step": 13700 + }, + { + "epoch": 48.41, + "learning_rate": 3.2210256410256413e-06, + "loss": 0.0001, + "step": 13725 + }, + { + "epoch": 48.5, + "learning_rate": 3.2082051282051285e-06, + "loss": 0.0001, + "step": 13750 + }, + { + "epoch": 48.59, + "learning_rate": 3.1953846153846158e-06, + "loss": 0.0001, + "step": 13775 + }, + { + "epoch": 48.68, + "learning_rate": 3.182564102564103e-06, + "loss": 0.0001, + "step": 13800 + }, + { + "epoch": 48.77, + "learning_rate": 3.1697435897435903e-06, + "loss": 0.0001, + "step": 13825 + }, + { + "epoch": 48.85, + "learning_rate": 3.1569230769230775e-06, + "loss": 0.0001, + "step": 13850 + }, + { + "epoch": 48.94, + "learning_rate": 3.144102564102564e-06, + "loss": 0.0001, + "step": 13875 + }, + { + "epoch": 49.03, + "learning_rate": 3.131282051282051e-06, + "loss": 0.0001, + "step": 13900 + }, + { + "epoch": 49.12, + "learning_rate": 3.1184615384615384e-06, + "loss": 0.0001, + "step": 13925 + }, + { + "epoch": 49.21, + "learning_rate": 3.1056410256410257e-06, + "loss": 0.0001, + "step": 13950 + }, + { + "epoch": 49.29, + "learning_rate": 3.092820512820513e-06, + "loss": 0.0001, + "step": 13975 + }, + { + "epoch": 49.38, + "learning_rate": 3.08e-06, + "loss": 0.0001, + "step": 14000 + }, + { + "epoch": 49.38, + "eval_loss": 0.3607153296470642, + "eval_runtime": 2306.9954, + "eval_samples_per_second": 3.932, + "eval_steps_per_second": 0.246, + "eval_wer": 6.8198994512535736, + "step": 14000 + }, + { + "epoch": 49.47, + "learning_rate": 3.0671794871794874e-06, + "loss": 0.0001, + "step": 14025 + }, + { + "epoch": 49.56, + "learning_rate": 3.0543589743589747e-06, + "loss": 0.0001, + "step": 14050 + }, + { + "epoch": 49.65, + "learning_rate": 3.041538461538462e-06, + "loss": 0.0001, + "step": 14075 + }, + { + "epoch": 49.74, + "learning_rate": 3.028717948717949e-06, + "loss": 0.0001, + "step": 14100 + }, + { + "epoch": 49.82, + "learning_rate": 3.0158974358974364e-06, + "loss": 0.0001, + "step": 14125 + }, + { + "epoch": 49.91, + "learning_rate": 3.0030769230769236e-06, + "loss": 0.0001, + "step": 14150 + }, + { + "epoch": 50.0, + "learning_rate": 2.99025641025641e-06, + "loss": 0.0001, + "step": 14175 + }, + { + "epoch": 50.09, + "learning_rate": 2.9774358974358973e-06, + "loss": 0.0001, + "step": 14200 + }, + { + "epoch": 50.18, + "learning_rate": 2.9646153846153845e-06, + "loss": 0.0001, + "step": 14225 + }, + { + "epoch": 50.26, + "learning_rate": 2.951794871794872e-06, + "loss": 0.0001, + "step": 14250 + }, + { + "epoch": 50.35, + "learning_rate": 2.938974358974359e-06, + "loss": 0.0001, + "step": 14275 + }, + { + "epoch": 50.44, + "learning_rate": 2.9261538461538463e-06, + "loss": 0.0001, + "step": 14300 + }, + { + "epoch": 50.53, + "learning_rate": 2.9133333333333335e-06, + "loss": 0.0001, + "step": 14325 + }, + { + "epoch": 50.62, + "learning_rate": 2.9005128205128208e-06, + "loss": 0.0001, + "step": 14350 + }, + { + "epoch": 50.71, + "learning_rate": 2.887692307692308e-06, + "loss": 0.0001, + "step": 14375 + }, + { + "epoch": 50.79, + "learning_rate": 2.8748717948717953e-06, + "loss": 0.0001, + "step": 14400 + }, + { + "epoch": 50.88, + "learning_rate": 2.8620512820512825e-06, + "loss": 0.0001, + "step": 14425 + }, + { + "epoch": 50.97, + "learning_rate": 2.8492307692307698e-06, + "loss": 0.0001, + "step": 14450 + }, + { + "epoch": 51.06, + "learning_rate": 2.836410256410257e-06, + "loss": 0.0001, + "step": 14475 + }, + { + "epoch": 51.15, + "learning_rate": 2.8235897435897434e-06, + "loss": 0.0001, + "step": 14500 + }, + { + "epoch": 51.23, + "learning_rate": 2.8107692307692307e-06, + "loss": 0.0001, + "step": 14525 + }, + { + "epoch": 51.32, + "learning_rate": 2.797948717948718e-06, + "loss": 0.0001, + "step": 14550 + }, + { + "epoch": 51.41, + "learning_rate": 2.785128205128205e-06, + "loss": 0.0001, + "step": 14575 + }, + { + "epoch": 51.5, + "learning_rate": 2.7723076923076924e-06, + "loss": 0.0001, + "step": 14600 + }, + { + "epoch": 51.59, + "learning_rate": 2.7594871794871797e-06, + "loss": 0.0001, + "step": 14625 + }, + { + "epoch": 51.68, + "learning_rate": 2.746666666666667e-06, + "loss": 0.0001, + "step": 14650 + }, + { + "epoch": 51.76, + "learning_rate": 2.733846153846154e-06, + "loss": 0.0001, + "step": 14675 + }, + { + "epoch": 51.85, + "learning_rate": 2.7210256410256414e-06, + "loss": 0.0001, + "step": 14700 + }, + { + "epoch": 51.94, + "learning_rate": 2.7082051282051287e-06, + "loss": 0.0001, + "step": 14725 + }, + { + "epoch": 52.03, + "learning_rate": 2.695384615384616e-06, + "loss": 0.0001, + "step": 14750 + }, + { + "epoch": 52.12, + "learning_rate": 2.682564102564103e-06, + "loss": 0.0001, + "step": 14775 + }, + { + "epoch": 52.2, + "learning_rate": 2.6697435897435896e-06, + "loss": 0.0001, + "step": 14800 + }, + { + "epoch": 52.29, + "learning_rate": 2.656923076923077e-06, + "loss": 0.0001, + "step": 14825 + }, + { + "epoch": 52.38, + "learning_rate": 2.644102564102564e-06, + "loss": 0.0001, + "step": 14850 + }, + { + "epoch": 52.47, + "learning_rate": 2.6312820512820513e-06, + "loss": 0.0001, + "step": 14875 + }, + { + "epoch": 52.56, + "learning_rate": 2.6184615384615385e-06, + "loss": 0.0001, + "step": 14900 + }, + { + "epoch": 52.65, + "learning_rate": 2.605641025641026e-06, + "loss": 0.0001, + "step": 14925 + }, + { + "epoch": 52.73, + "learning_rate": 2.592820512820513e-06, + "loss": 0.0001, + "step": 14950 + }, + { + "epoch": 52.82, + "learning_rate": 2.5800000000000003e-06, + "loss": 0.0001, + "step": 14975 + }, + { + "epoch": 52.91, + "learning_rate": 2.5671794871794875e-06, + "loss": 0.0001, + "step": 15000 + }, + { + "epoch": 52.91, + "eval_loss": 0.37789127230644226, + "eval_runtime": 2291.031, + "eval_samples_per_second": 3.96, + "eval_steps_per_second": 0.247, + "eval_wer": 6.6112443728846975, + "step": 15000 + }, + { + "epoch": 53.0, + "learning_rate": 2.5543589743589748e-06, + "loss": 0.0001, + "step": 15025 + }, + { + "epoch": 53.09, + "learning_rate": 2.541538461538462e-06, + "loss": 0.0001, + "step": 15050 + }, + { + "epoch": 53.17, + "learning_rate": 2.5287179487179493e-06, + "loss": 0.0001, + "step": 15075 + }, + { + "epoch": 53.26, + "learning_rate": 2.5158974358974357e-06, + "loss": 0.0001, + "step": 15100 + }, + { + "epoch": 53.35, + "learning_rate": 2.503076923076923e-06, + "loss": 0.0001, + "step": 15125 + }, + { + "epoch": 53.44, + "learning_rate": 2.4902564102564106e-06, + "loss": 0.0001, + "step": 15150 + }, + { + "epoch": 53.53, + "learning_rate": 2.4774358974358974e-06, + "loss": 0.0001, + "step": 15175 + }, + { + "epoch": 53.62, + "learning_rate": 2.4646153846153847e-06, + "loss": 0.0001, + "step": 15200 + }, + { + "epoch": 53.7, + "learning_rate": 2.451794871794872e-06, + "loss": 0.0001, + "step": 15225 + }, + { + "epoch": 53.79, + "learning_rate": 2.438974358974359e-06, + "loss": 0.0001, + "step": 15250 + }, + { + "epoch": 53.88, + "learning_rate": 2.4261538461538464e-06, + "loss": 0.0001, + "step": 15275 + }, + { + "epoch": 53.97, + "learning_rate": 2.4133333333333337e-06, + "loss": 0.0001, + "step": 15300 + }, + { + "epoch": 54.06, + "learning_rate": 2.4005128205128205e-06, + "loss": 0.0001, + "step": 15325 + }, + { + "epoch": 54.14, + "learning_rate": 2.3876923076923077e-06, + "loss": 0.0001, + "step": 15350 + }, + { + "epoch": 54.23, + "learning_rate": 2.374871794871795e-06, + "loss": 0.0001, + "step": 15375 + }, + { + "epoch": 54.32, + "learning_rate": 2.3620512820512822e-06, + "loss": 0.0001, + "step": 15400 + }, + { + "epoch": 54.41, + "learning_rate": 2.3492307692307695e-06, + "loss": 0.0001, + "step": 15425 + }, + { + "epoch": 54.5, + "learning_rate": 2.3364102564102567e-06, + "loss": 0.0001, + "step": 15450 + }, + { + "epoch": 54.59, + "learning_rate": 2.3235897435897436e-06, + "loss": 0.0001, + "step": 15475 + }, + { + "epoch": 54.67, + "learning_rate": 2.310769230769231e-06, + "loss": 0.0001, + "step": 15500 + }, + { + "epoch": 54.76, + "learning_rate": 2.297948717948718e-06, + "loss": 0.0001, + "step": 15525 + }, + { + "epoch": 54.85, + "learning_rate": 2.2851282051282053e-06, + "loss": 0.0001, + "step": 15550 + }, + { + "epoch": 54.94, + "learning_rate": 2.2723076923076925e-06, + "loss": 0.0001, + "step": 15575 + }, + { + "epoch": 55.03, + "learning_rate": 2.25948717948718e-06, + "loss": 0.0001, + "step": 15600 + }, + { + "epoch": 55.11, + "learning_rate": 2.2466666666666666e-06, + "loss": 0.0001, + "step": 15625 + }, + { + "epoch": 55.2, + "learning_rate": 2.233846153846154e-06, + "loss": 0.0001, + "step": 15650 + }, + { + "epoch": 55.29, + "learning_rate": 2.221025641025641e-06, + "loss": 0.0001, + "step": 15675 + }, + { + "epoch": 55.38, + "learning_rate": 2.2082051282051284e-06, + "loss": 0.0001, + "step": 15700 + }, + { + "epoch": 55.47, + "learning_rate": 2.1953846153846156e-06, + "loss": 0.0001, + "step": 15725 + }, + { + "epoch": 55.56, + "learning_rate": 2.182564102564103e-06, + "loss": 0.0001, + "step": 15750 + }, + { + "epoch": 55.64, + "learning_rate": 2.1697435897435897e-06, + "loss": 0.0001, + "step": 15775 + }, + { + "epoch": 55.73, + "learning_rate": 2.156923076923077e-06, + "loss": 0.0001, + "step": 15800 + }, + { + "epoch": 55.82, + "learning_rate": 2.144102564102564e-06, + "loss": 0.0001, + "step": 15825 + }, + { + "epoch": 55.91, + "learning_rate": 2.1312820512820514e-06, + "loss": 0.0001, + "step": 15850 + }, + { + "epoch": 56.0, + "learning_rate": 2.1184615384615387e-06, + "loss": 0.0001, + "step": 15875 + }, + { + "epoch": 56.08, + "learning_rate": 2.105641025641026e-06, + "loss": 0.0, + "step": 15900 + }, + { + "epoch": 56.17, + "learning_rate": 2.092820512820513e-06, + "loss": 0.0, + "step": 15925 + }, + { + "epoch": 56.26, + "learning_rate": 2.08e-06, + "loss": 0.0, + "step": 15950 + }, + { + "epoch": 56.35, + "learning_rate": 2.0671794871794872e-06, + "loss": 0.0, + "step": 15975 + }, + { + "epoch": 56.44, + "learning_rate": 2.0543589743589745e-06, + "loss": 0.0, + "step": 16000 + }, + { + "epoch": 56.44, + "eval_loss": 0.3884251117706299, + "eval_runtime": 2296.6001, + "eval_samples_per_second": 3.95, + "eval_steps_per_second": 0.247, + "eval_wer": 6.550455098084316, + "step": 16000 + }, + { + "epoch": 56.53, + "learning_rate": 2.0415384615384617e-06, + "loss": 0.0, + "step": 16025 + }, + { + "epoch": 56.61, + "learning_rate": 2.028717948717949e-06, + "loss": 0.0001, + "step": 16050 + }, + { + "epoch": 56.7, + "learning_rate": 2.0158974358974362e-06, + "loss": 0.0001, + "step": 16075 + }, + { + "epoch": 56.79, + "learning_rate": 2.003076923076923e-06, + "loss": 0.0, + "step": 16100 + }, + { + "epoch": 56.88, + "learning_rate": 1.9902564102564103e-06, + "loss": 0.0, + "step": 16125 + }, + { + "epoch": 56.97, + "learning_rate": 1.9774358974358976e-06, + "loss": 0.0, + "step": 16150 + }, + { + "epoch": 57.05, + "learning_rate": 1.964615384615385e-06, + "loss": 0.0, + "step": 16175 + }, + { + "epoch": 57.14, + "learning_rate": 1.951794871794872e-06, + "loss": 0.0, + "step": 16200 + }, + { + "epoch": 57.23, + "learning_rate": 1.9389743589743593e-06, + "loss": 0.0, + "step": 16225 + }, + { + "epoch": 57.32, + "learning_rate": 1.926153846153846e-06, + "loss": 0.0, + "step": 16250 + }, + { + "epoch": 57.41, + "learning_rate": 1.9133333333333334e-06, + "loss": 0.0, + "step": 16275 + }, + { + "epoch": 57.5, + "learning_rate": 1.9005128205128206e-06, + "loss": 0.0, + "step": 16300 + }, + { + "epoch": 57.58, + "learning_rate": 1.8876923076923079e-06, + "loss": 0.0, + "step": 16325 + }, + { + "epoch": 57.67, + "learning_rate": 1.8748717948717951e-06, + "loss": 0.0, + "step": 16350 + }, + { + "epoch": 57.76, + "learning_rate": 1.8620512820512824e-06, + "loss": 0.0, + "step": 16375 + }, + { + "epoch": 57.85, + "learning_rate": 1.8492307692307692e-06, + "loss": 0.0, + "step": 16400 + }, + { + "epoch": 57.94, + "learning_rate": 1.8364102564102564e-06, + "loss": 0.0, + "step": 16425 + }, + { + "epoch": 58.02, + "learning_rate": 1.8235897435897437e-06, + "loss": 0.0, + "step": 16450 + }, + { + "epoch": 58.11, + "learning_rate": 1.810769230769231e-06, + "loss": 0.0, + "step": 16475 + }, + { + "epoch": 58.2, + "learning_rate": 1.7979487179487182e-06, + "loss": 0.0, + "step": 16500 + }, + { + "epoch": 58.29, + "learning_rate": 1.7851282051282054e-06, + "loss": 0.0, + "step": 16525 + }, + { + "epoch": 58.38, + "learning_rate": 1.7723076923076922e-06, + "loss": 0.0, + "step": 16550 + }, + { + "epoch": 58.47, + "learning_rate": 1.7594871794871795e-06, + "loss": 0.0, + "step": 16575 + }, + { + "epoch": 58.55, + "learning_rate": 1.7466666666666667e-06, + "loss": 0.0, + "step": 16600 + }, + { + "epoch": 58.64, + "learning_rate": 1.733846153846154e-06, + "loss": 0.0, + "step": 16625 + }, + { + "epoch": 58.73, + "learning_rate": 1.7210256410256412e-06, + "loss": 0.0, + "step": 16650 + }, + { + "epoch": 58.82, + "learning_rate": 1.7082051282051285e-06, + "loss": 0.0, + "step": 16675 + }, + { + "epoch": 58.91, + "learning_rate": 1.6953846153846153e-06, + "loss": 0.0, + "step": 16700 + }, + { + "epoch": 58.99, + "learning_rate": 1.6825641025641026e-06, + "loss": 0.0, + "step": 16725 + }, + { + "epoch": 59.08, + "learning_rate": 1.6697435897435898e-06, + "loss": 0.0, + "step": 16750 + }, + { + "epoch": 59.17, + "learning_rate": 1.656923076923077e-06, + "loss": 0.0, + "step": 16775 + }, + { + "epoch": 59.26, + "learning_rate": 1.6441025641025643e-06, + "loss": 0.0, + "step": 16800 + }, + { + "epoch": 59.35, + "learning_rate": 1.6312820512820516e-06, + "loss": 0.0, + "step": 16825 + }, + { + "epoch": 59.44, + "learning_rate": 1.6184615384615384e-06, + "loss": 0.0, + "step": 16850 + }, + { + "epoch": 59.52, + "learning_rate": 1.6056410256410256e-06, + "loss": 0.0, + "step": 16875 + }, + { + "epoch": 59.61, + "learning_rate": 1.5928205128205129e-06, + "loss": 0.0, + "step": 16900 + }, + { + "epoch": 59.7, + "learning_rate": 1.5800000000000001e-06, + "loss": 0.0, + "step": 16925 + }, + { + "epoch": 59.79, + "learning_rate": 1.5671794871794874e-06, + "loss": 0.0, + "step": 16950 + }, + { + "epoch": 59.88, + "learning_rate": 1.5543589743589746e-06, + "loss": 0.0, + "step": 16975 + }, + { + "epoch": 59.96, + "learning_rate": 1.5415384615384614e-06, + "loss": 0.0, + "step": 17000 + }, + { + "epoch": 59.96, + "eval_loss": 0.39664292335510254, + "eval_runtime": 2297.1123, + "eval_samples_per_second": 3.949, + "eval_steps_per_second": 0.247, + "eval_wer": 6.489665823283936, + "step": 17000 + }, + { + "epoch": 60.05, + "learning_rate": 1.5287179487179487e-06, + "loss": 0.0, + "step": 17025 + }, + { + "epoch": 60.14, + "learning_rate": 1.515897435897436e-06, + "loss": 0.0, + "step": 17050 + }, + { + "epoch": 60.23, + "learning_rate": 1.5030769230769232e-06, + "loss": 0.0, + "step": 17075 + }, + { + "epoch": 60.32, + "learning_rate": 1.4902564102564104e-06, + "loss": 0.0, + "step": 17100 + }, + { + "epoch": 60.41, + "learning_rate": 1.4774358974358977e-06, + "loss": 0.0, + "step": 17125 + }, + { + "epoch": 60.49, + "learning_rate": 1.4646153846153845e-06, + "loss": 0.0, + "step": 17150 + }, + { + "epoch": 60.58, + "learning_rate": 1.4517948717948718e-06, + "loss": 0.0, + "step": 17175 + }, + { + "epoch": 60.67, + "learning_rate": 1.438974358974359e-06, + "loss": 0.0, + "step": 17200 + }, + { + "epoch": 60.76, + "learning_rate": 1.4261538461538462e-06, + "loss": 0.0, + "step": 17225 + }, + { + "epoch": 60.85, + "learning_rate": 1.4133333333333335e-06, + "loss": 0.0, + "step": 17250 + }, + { + "epoch": 60.93, + "learning_rate": 1.4005128205128207e-06, + "loss": 0.0, + "step": 17275 + }, + { + "epoch": 61.02, + "learning_rate": 1.3876923076923076e-06, + "loss": 0.0, + "step": 17300 + }, + { + "epoch": 61.11, + "learning_rate": 1.3748717948717948e-06, + "loss": 0.0, + "step": 17325 + }, + { + "epoch": 61.2, + "learning_rate": 1.362051282051282e-06, + "loss": 0.0, + "step": 17350 + }, + { + "epoch": 61.29, + "learning_rate": 1.3492307692307693e-06, + "loss": 0.0, + "step": 17375 + }, + { + "epoch": 61.38, + "learning_rate": 1.3364102564102566e-06, + "loss": 0.0, + "step": 17400 + }, + { + "epoch": 61.46, + "learning_rate": 1.3235897435897438e-06, + "loss": 0.0, + "step": 17425 + }, + { + "epoch": 61.55, + "learning_rate": 1.3107692307692308e-06, + "loss": 0.0, + "step": 17450 + }, + { + "epoch": 61.64, + "learning_rate": 1.2979487179487179e-06, + "loss": 0.0, + "step": 17475 + }, + { + "epoch": 61.73, + "learning_rate": 1.2851282051282051e-06, + "loss": 0.0, + "step": 17500 + }, + { + "epoch": 61.82, + "learning_rate": 1.2723076923076924e-06, + "loss": 0.0, + "step": 17525 + }, + { + "epoch": 61.9, + "learning_rate": 1.2594871794871796e-06, + "loss": 0.0, + "step": 17550 + }, + { + "epoch": 61.99, + "learning_rate": 1.2466666666666667e-06, + "loss": 0.0, + "step": 17575 + }, + { + "epoch": 62.08, + "learning_rate": 1.233846153846154e-06, + "loss": 0.0, + "step": 17600 + }, + { + "epoch": 62.17, + "learning_rate": 1.2210256410256412e-06, + "loss": 0.0, + "step": 17625 + }, + { + "epoch": 62.26, + "learning_rate": 1.2082051282051282e-06, + "loss": 0.0, + "step": 17650 + }, + { + "epoch": 62.35, + "learning_rate": 1.1953846153846154e-06, + "loss": 0.0, + "step": 17675 + }, + { + "epoch": 62.43, + "learning_rate": 1.1825641025641027e-06, + "loss": 0.0, + "step": 17700 + }, + { + "epoch": 62.52, + "learning_rate": 1.1697435897435897e-06, + "loss": 0.0, + "step": 17725 + }, + { + "epoch": 62.61, + "learning_rate": 1.156923076923077e-06, + "loss": 0.0, + "step": 17750 + }, + { + "epoch": 62.7, + "learning_rate": 1.1441025641025642e-06, + "loss": 0.0, + "step": 17775 + }, + { + "epoch": 62.79, + "learning_rate": 1.1312820512820513e-06, + "loss": 0.0, + "step": 17800 + }, + { + "epoch": 62.87, + "learning_rate": 1.1184615384615385e-06, + "loss": 0.0, + "step": 17825 + }, + { + "epoch": 62.96, + "learning_rate": 1.1056410256410258e-06, + "loss": 0.0, + "step": 17850 + }, + { + "epoch": 63.05, + "learning_rate": 1.0928205128205128e-06, + "loss": 0.0, + "step": 17875 + }, + { + "epoch": 63.14, + "learning_rate": 1.08e-06, + "loss": 0.0, + "step": 17900 + }, + { + "epoch": 63.23, + "learning_rate": 1.0671794871794873e-06, + "loss": 0.0, + "step": 17925 + }, + { + "epoch": 63.32, + "learning_rate": 1.0543589743589743e-06, + "loss": 0.0, + "step": 17950 + }, + { + "epoch": 63.4, + "learning_rate": 1.0415384615384616e-06, + "loss": 0.0, + "step": 17975 + }, + { + "epoch": 63.49, + "learning_rate": 1.0287179487179488e-06, + "loss": 0.0, + "step": 18000 + }, + { + "epoch": 63.49, + "eval_loss": 0.4039324223995209, + "eval_runtime": 2287.4753, + "eval_samples_per_second": 3.966, + "eval_steps_per_second": 0.248, + "eval_wer": 6.465021522689186, + "step": 18000 + }, + { + "epoch": 63.58, + "learning_rate": 1.0158974358974359e-06, + "loss": 0.0, + "step": 18025 + }, + { + "epoch": 63.67, + "learning_rate": 1.003076923076923e-06, + "loss": 0.0, + "step": 18050 + }, + { + "epoch": 63.76, + "learning_rate": 9.902564102564103e-07, + "loss": 0.0, + "step": 18075 + }, + { + "epoch": 63.84, + "learning_rate": 9.774358974358974e-07, + "loss": 0.0, + "step": 18100 + }, + { + "epoch": 63.93, + "learning_rate": 9.646153846153846e-07, + "loss": 0.0, + "step": 18125 + }, + { + "epoch": 64.02, + "learning_rate": 9.517948717948719e-07, + "loss": 0.0, + "step": 18150 + }, + { + "epoch": 64.11, + "learning_rate": 9.38974358974359e-07, + "loss": 0.0, + "step": 18175 + }, + { + "epoch": 64.2, + "learning_rate": 9.261538461538462e-07, + "loss": 0.0, + "step": 18200 + }, + { + "epoch": 64.29, + "learning_rate": 9.133333333333334e-07, + "loss": 0.0, + "step": 18225 + }, + { + "epoch": 64.37, + "learning_rate": 9.005128205128206e-07, + "loss": 0.0, + "step": 18250 + }, + { + "epoch": 64.46, + "learning_rate": 8.876923076923077e-07, + "loss": 0.0, + "step": 18275 + }, + { + "epoch": 64.55, + "learning_rate": 8.748717948717949e-07, + "loss": 0.0, + "step": 18300 + }, + { + "epoch": 64.64, + "learning_rate": 8.620512820512822e-07, + "loss": 0.0, + "step": 18325 + }, + { + "epoch": 64.73, + "learning_rate": 8.492307692307692e-07, + "loss": 0.0, + "step": 18350 + }, + { + "epoch": 64.81, + "learning_rate": 8.364102564102565e-07, + "loss": 0.0, + "step": 18375 + }, + { + "epoch": 64.9, + "learning_rate": 8.235897435897437e-07, + "loss": 0.0, + "step": 18400 + }, + { + "epoch": 64.99, + "learning_rate": 8.107692307692308e-07, + "loss": 0.0, + "step": 18425 + }, + { + "epoch": 65.08, + "learning_rate": 7.97948717948718e-07, + "loss": 0.0, + "step": 18450 + }, + { + "epoch": 65.17, + "learning_rate": 7.851282051282053e-07, + "loss": 0.0, + "step": 18475 + }, + { + "epoch": 65.26, + "learning_rate": 7.723076923076923e-07, + "loss": 0.0, + "step": 18500 + }, + { + "epoch": 65.34, + "learning_rate": 7.594871794871795e-07, + "loss": 0.0, + "step": 18525 + }, + { + "epoch": 65.43, + "learning_rate": 7.466666666666668e-07, + "loss": 0.0, + "step": 18550 + }, + { + "epoch": 65.52, + "learning_rate": 7.338461538461538e-07, + "loss": 0.0, + "step": 18575 + }, + { + "epoch": 65.61, + "learning_rate": 7.210256410256411e-07, + "loss": 0.0, + "step": 18600 + }, + { + "epoch": 65.7, + "learning_rate": 7.082051282051283e-07, + "loss": 0.0, + "step": 18625 + }, + { + "epoch": 65.78, + "learning_rate": 6.953846153846154e-07, + "loss": 0.0, + "step": 18650 + }, + { + "epoch": 65.87, + "learning_rate": 6.825641025641026e-07, + "loss": 0.0, + "step": 18675 + }, + { + "epoch": 65.96, + "learning_rate": 6.697435897435899e-07, + "loss": 0.0, + "step": 18700 + }, + { + "epoch": 66.05, + "learning_rate": 6.569230769230769e-07, + "loss": 0.0, + "step": 18725 + }, + { + "epoch": 66.14, + "learning_rate": 6.441025641025641e-07, + "loss": 0.0, + "step": 18750 + }, + { + "epoch": 66.23, + "learning_rate": 6.312820512820514e-07, + "loss": 0.0, + "step": 18775 + }, + { + "epoch": 66.31, + "learning_rate": 6.184615384615385e-07, + "loss": 0.0, + "step": 18800 + }, + { + "epoch": 66.4, + "learning_rate": 6.056410256410257e-07, + "loss": 0.0, + "step": 18825 + }, + { + "epoch": 66.49, + "learning_rate": 5.928205128205128e-07, + "loss": 0.0, + "step": 18850 + }, + { + "epoch": 66.58, + "learning_rate": 5.800000000000001e-07, + "loss": 0.0, + "step": 18875 + }, + { + "epoch": 66.67, + "learning_rate": 5.671794871794872e-07, + "loss": 0.0, + "step": 18900 + }, + { + "epoch": 66.75, + "learning_rate": 5.543589743589743e-07, + "loss": 0.0, + "step": 18925 + }, + { + "epoch": 66.84, + "learning_rate": 5.415384615384616e-07, + "loss": 0.0, + "step": 18950 + }, + { + "epoch": 66.93, + "learning_rate": 5.287179487179487e-07, + "loss": 0.0, + "step": 18975 + }, + { + "epoch": 67.02, + "learning_rate": 5.158974358974359e-07, + "loss": 0.0, + "step": 19000 + }, + { + "epoch": 67.02, + "eval_loss": 0.40909847617149353, + "eval_runtime": 2282.5584, + "eval_samples_per_second": 3.974, + "eval_steps_per_second": 0.248, + "eval_wer": 6.448591988959353, + "step": 19000 + }, + { + "epoch": 67.11, + "learning_rate": 5.030769230769231e-07, + "loss": 0.0, + "step": 19025 + }, + { + "epoch": 67.2, + "learning_rate": 4.902564102564103e-07, + "loss": 0.0, + "step": 19050 + }, + { + "epoch": 67.28, + "learning_rate": 4.774358974358974e-07, + "loss": 0.0, + "step": 19075 + }, + { + "epoch": 67.37, + "learning_rate": 4.6461538461538465e-07, + "loss": 0.0, + "step": 19100 + }, + { + "epoch": 67.46, + "learning_rate": 4.5179487179487185e-07, + "loss": 0.0, + "step": 19125 + }, + { + "epoch": 67.55, + "learning_rate": 4.38974358974359e-07, + "loss": 0.0, + "step": 19150 + }, + { + "epoch": 67.64, + "learning_rate": 4.261538461538462e-07, + "loss": 0.0, + "step": 19175 + }, + { + "epoch": 67.72, + "learning_rate": 4.133333333333334e-07, + "loss": 0.0, + "step": 19200 + }, + { + "epoch": 67.81, + "learning_rate": 4.005128205128205e-07, + "loss": 0.0, + "step": 19225 + }, + { + "epoch": 67.9, + "learning_rate": 3.876923076923077e-07, + "loss": 0.0, + "step": 19250 + }, + { + "epoch": 67.99, + "learning_rate": 3.748717948717949e-07, + "loss": 0.0, + "step": 19275 + }, + { + "epoch": 68.08, + "learning_rate": 3.6205128205128206e-07, + "loss": 0.0, + "step": 19300 + }, + { + "epoch": 68.17, + "learning_rate": 3.4923076923076925e-07, + "loss": 0.0, + "step": 19325 + }, + { + "epoch": 68.25, + "learning_rate": 3.3641025641025645e-07, + "loss": 0.0, + "step": 19350 + }, + { + "epoch": 68.34, + "learning_rate": 3.235897435897436e-07, + "loss": 0.0, + "step": 19375 + }, + { + "epoch": 68.43, + "learning_rate": 3.107692307692308e-07, + "loss": 0.0, + "step": 19400 + }, + { + "epoch": 68.52, + "learning_rate": 2.97948717948718e-07, + "loss": 0.0, + "step": 19425 + }, + { + "epoch": 68.61, + "learning_rate": 2.8512820512820517e-07, + "loss": 0.0, + "step": 19450 + }, + { + "epoch": 68.69, + "learning_rate": 2.7230769230769237e-07, + "loss": 0.0, + "step": 19475 + }, + { + "epoch": 68.78, + "learning_rate": 2.594871794871795e-07, + "loss": 0.0, + "step": 19500 + }, + { + "epoch": 68.87, + "learning_rate": 2.466666666666667e-07, + "loss": 0.0, + "step": 19525 + }, + { + "epoch": 68.96, + "learning_rate": 2.3384615384615387e-07, + "loss": 0.0, + "step": 19550 + }, + { + "epoch": 69.05, + "learning_rate": 2.2102564102564104e-07, + "loss": 0.0, + "step": 19575 + }, + { + "epoch": 69.14, + "learning_rate": 2.082051282051282e-07, + "loss": 0.0, + "step": 19600 + }, + { + "epoch": 69.22, + "learning_rate": 1.953846153846154e-07, + "loss": 0.0, + "step": 19625 + }, + { + "epoch": 69.31, + "learning_rate": 1.8256410256410257e-07, + "loss": 0.0, + "step": 19650 + }, + { + "epoch": 69.4, + "learning_rate": 1.6974358974358974e-07, + "loss": 0.0, + "step": 19675 + }, + { + "epoch": 69.49, + "learning_rate": 1.5692307692307694e-07, + "loss": 0.0, + "step": 19700 + }, + { + "epoch": 69.58, + "learning_rate": 1.441025641025641e-07, + "loss": 0.0, + "step": 19725 + }, + { + "epoch": 69.66, + "learning_rate": 1.3128205128205127e-07, + "loss": 0.0, + "step": 19750 + }, + { + "epoch": 69.75, + "learning_rate": 1.1846153846153847e-07, + "loss": 0.0, + "step": 19775 + }, + { + "epoch": 69.84, + "learning_rate": 1.0564102564102565e-07, + "loss": 0.0, + "step": 19800 + }, + { + "epoch": 69.93, + "learning_rate": 9.282051282051283e-08, + "loss": 0.0, + "step": 19825 + }, + { + "epoch": 70.02, + "learning_rate": 8e-08, + "loss": 0.0, + "step": 19850 + }, + { + "epoch": 70.11, + "learning_rate": 6.717948717948718e-08, + "loss": 0.0, + "step": 19875 + }, + { + "epoch": 70.19, + "learning_rate": 5.435897435897436e-08, + "loss": 0.0, + "step": 19900 + }, + { + "epoch": 70.28, + "learning_rate": 4.153846153846154e-08, + "loss": 0.0, + "step": 19925 + }, + { + "epoch": 70.37, + "learning_rate": 2.8717948717948722e-08, + "loss": 0.0, + "step": 19950 + }, + { + "epoch": 70.46, + "learning_rate": 1.5897435897435897e-08, + "loss": 0.0, + "step": 19975 + }, + { + "epoch": 70.55, + "learning_rate": 3.0769230769230774e-09, + "loss": 0.0, + "step": 20000 + }, + { + "epoch": 70.55, + "eval_loss": 0.4114692807197571, + "eval_runtime": 2283.3075, + "eval_samples_per_second": 3.973, + "eval_steps_per_second": 0.248, + "eval_wer": 6.450234942332337, + "step": 20000 + }, + { + "epoch": 70.55, + "step": 20000, + "total_flos": 2.717658906624e+21, + "train_loss": 0.00939158419726882, + "train_runtime": 273485.7347, + "train_samples_per_second": 4.68, + "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 +}