{ "best_metric": 13.04479235930605, "best_model_checkpoint": "./checkpoint-19000", "epoch": 116.95906432748538, "eval_steps": 1000, "global_step": 20000, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.15, "learning_rate": 4.4e-07, "loss": 3.0551, "step": 25 }, { "epoch": 0.29, "learning_rate": 9.400000000000001e-07, "loss": 2.0629, "step": 50 }, { "epoch": 0.44, "learning_rate": 1.44e-06, "loss": 1.3277, "step": 75 }, { "epoch": 0.58, "learning_rate": 1.94e-06, "loss": 0.9916, "step": 100 }, { "epoch": 0.73, "learning_rate": 2.4400000000000004e-06, "loss": 0.8245, "step": 125 }, { "epoch": 0.88, "learning_rate": 2.9400000000000002e-06, "loss": 0.7138, "step": 150 }, { "epoch": 1.02, "learning_rate": 3.44e-06, "loss": 0.6379, "step": 175 }, { "epoch": 1.17, "learning_rate": 3.94e-06, "loss": 0.5487, "step": 200 }, { "epoch": 1.32, "learning_rate": 4.440000000000001e-06, "loss": 0.5077, "step": 225 }, { "epoch": 1.46, "learning_rate": 4.94e-06, "loss": 0.4637, "step": 250 }, { "epoch": 1.61, "learning_rate": 5.4400000000000004e-06, "loss": 0.4441, "step": 275 }, { "epoch": 1.75, "learning_rate": 5.94e-06, "loss": 0.4001, "step": 300 }, { "epoch": 1.9, "learning_rate": 6.440000000000001e-06, "loss": 0.3794, "step": 325 }, { "epoch": 2.05, "learning_rate": 6.9400000000000005e-06, "loss": 0.345, "step": 350 }, { "epoch": 2.19, "learning_rate": 7.440000000000001e-06, "loss": 0.2828, "step": 375 }, { "epoch": 2.34, "learning_rate": 7.94e-06, "loss": 0.2814, "step": 400 }, { "epoch": 2.49, "learning_rate": 8.44e-06, "loss": 0.2693, "step": 425 }, { "epoch": 2.63, "learning_rate": 8.94e-06, "loss": 0.2596, "step": 450 }, { "epoch": 2.78, "learning_rate": 9.440000000000001e-06, "loss": 0.252, "step": 475 }, { "epoch": 2.92, "learning_rate": 9.940000000000001e-06, "loss": 0.2404, "step": 500 }, { "epoch": 3.07, "learning_rate": 9.98871794871795e-06, "loss": 0.2083, "step": 525 }, { "epoch": 3.22, "learning_rate": 9.975897435897436e-06, "loss": 0.1686, "step": 550 }, { "epoch": 3.36, "learning_rate": 9.963076923076925e-06, "loss": 0.164, "step": 575 }, { "epoch": 3.51, "learning_rate": 9.950256410256412e-06, "loss": 0.1688, "step": 600 }, { "epoch": 3.65, "learning_rate": 9.937435897435898e-06, "loss": 0.164, "step": 625 }, { "epoch": 3.8, "learning_rate": 9.924615384615385e-06, "loss": 0.1606, "step": 650 }, { "epoch": 3.95, "learning_rate": 9.911794871794874e-06, "loss": 0.1573, "step": 675 }, { "epoch": 4.09, "learning_rate": 9.89897435897436e-06, "loss": 0.1188, "step": 700 }, { "epoch": 4.24, "learning_rate": 9.886153846153846e-06, "loss": 0.1076, "step": 725 }, { "epoch": 4.39, "learning_rate": 9.873333333333334e-06, "loss": 0.1037, "step": 750 }, { "epoch": 4.53, "learning_rate": 9.860512820512821e-06, "loss": 0.1036, "step": 775 }, { "epoch": 4.68, "learning_rate": 9.847692307692308e-06, "loss": 0.1039, "step": 800 }, { "epoch": 4.82, "learning_rate": 9.834871794871795e-06, "loss": 0.1018, "step": 825 }, { "epoch": 4.97, "learning_rate": 9.822051282051283e-06, "loss": 0.1039, "step": 850 }, { "epoch": 5.12, "learning_rate": 9.80923076923077e-06, "loss": 0.0777, "step": 875 }, { "epoch": 5.26, "learning_rate": 9.796410256410257e-06, "loss": 0.0663, "step": 900 }, { "epoch": 5.41, "learning_rate": 9.783589743589744e-06, "loss": 0.0655, "step": 925 }, { "epoch": 5.56, "learning_rate": 9.770769230769232e-06, "loss": 0.0682, "step": 950 }, { "epoch": 5.7, "learning_rate": 9.757948717948719e-06, "loss": 0.0701, "step": 975 }, { "epoch": 5.85, "learning_rate": 9.745128205128206e-06, "loss": 0.067, "step": 1000 }, { "epoch": 5.85, "eval_loss": 0.26439839601516724, "eval_runtime": 1444.9613, "eval_samples_per_second": 4.561, "eval_steps_per_second": 0.285, "eval_wer": 15.86773862056459, "step": 1000 }, { "epoch": 5.99, "learning_rate": 9.732307692307693e-06, "loss": 0.072, "step": 1025 }, { "epoch": 6.14, "learning_rate": 9.71948717948718e-06, "loss": 0.0437, "step": 1050 }, { "epoch": 6.29, "learning_rate": 9.706666666666668e-06, "loss": 0.0448, "step": 1075 }, { "epoch": 6.43, "learning_rate": 9.693846153846155e-06, "loss": 0.047, "step": 1100 }, { "epoch": 6.58, "learning_rate": 9.681025641025642e-06, "loss": 0.0448, "step": 1125 }, { "epoch": 6.73, "learning_rate": 9.668205128205129e-06, "loss": 0.0473, "step": 1150 }, { "epoch": 6.87, "learning_rate": 9.655384615384617e-06, "loss": 0.0487, "step": 1175 }, { "epoch": 7.02, "learning_rate": 9.642564102564104e-06, "loss": 0.0434, "step": 1200 }, { "epoch": 7.16, "learning_rate": 9.62974358974359e-06, "loss": 0.032, "step": 1225 }, { "epoch": 7.31, "learning_rate": 9.616923076923077e-06, "loss": 0.0333, "step": 1250 }, { "epoch": 7.46, "learning_rate": 9.604102564102566e-06, "loss": 0.033, "step": 1275 }, { "epoch": 7.6, "learning_rate": 9.591282051282053e-06, "loss": 0.0344, "step": 1300 }, { "epoch": 7.75, "learning_rate": 9.578461538461538e-06, "loss": 0.0344, "step": 1325 }, { "epoch": 7.89, "learning_rate": 9.565641025641026e-06, "loss": 0.0322, "step": 1350 }, { "epoch": 8.04, "learning_rate": 9.552820512820513e-06, "loss": 0.0287, "step": 1375 }, { "epoch": 8.19, "learning_rate": 9.54e-06, "loss": 0.0233, "step": 1400 }, { "epoch": 8.33, "learning_rate": 9.527179487179487e-06, "loss": 0.0238, "step": 1425 }, { "epoch": 8.48, "learning_rate": 9.514358974358975e-06, "loss": 0.0239, "step": 1450 }, { "epoch": 8.63, "learning_rate": 9.501538461538462e-06, "loss": 0.025, "step": 1475 }, { "epoch": 8.77, "learning_rate": 9.488717948717949e-06, "loss": 0.025, "step": 1500 }, { "epoch": 8.92, "learning_rate": 9.475897435897436e-06, "loss": 0.0239, "step": 1525 }, { "epoch": 9.06, "learning_rate": 9.463076923076924e-06, "loss": 0.0226, "step": 1550 }, { "epoch": 9.21, "learning_rate": 9.450256410256411e-06, "loss": 0.0188, "step": 1575 }, { "epoch": 9.36, "learning_rate": 9.437435897435898e-06, "loss": 0.017, "step": 1600 }, { "epoch": 9.5, "learning_rate": 9.424615384615385e-06, "loss": 0.0178, "step": 1625 }, { "epoch": 9.65, "learning_rate": 9.411794871794872e-06, "loss": 0.0188, "step": 1650 }, { "epoch": 9.8, "learning_rate": 9.39897435897436e-06, "loss": 0.0182, "step": 1675 }, { "epoch": 9.94, "learning_rate": 9.386153846153847e-06, "loss": 0.0197, "step": 1700 }, { "epoch": 10.09, "learning_rate": 9.373333333333334e-06, "loss": 0.0171, "step": 1725 }, { "epoch": 10.23, "learning_rate": 9.36051282051282e-06, "loss": 0.0141, "step": 1750 }, { "epoch": 10.38, "learning_rate": 9.34769230769231e-06, "loss": 0.0127, "step": 1775 }, { "epoch": 10.53, "learning_rate": 9.334871794871796e-06, "loss": 0.0142, "step": 1800 }, { "epoch": 10.67, "learning_rate": 9.322051282051283e-06, "loss": 0.0147, "step": 1825 }, { "epoch": 10.82, "learning_rate": 9.30923076923077e-06, "loss": 0.0143, "step": 1850 }, { "epoch": 10.96, "learning_rate": 9.296410256410258e-06, "loss": 0.0152, "step": 1875 }, { "epoch": 11.11, "learning_rate": 9.283589743589745e-06, "loss": 0.0117, "step": 1900 }, { "epoch": 11.26, "learning_rate": 9.270769230769232e-06, "loss": 0.0108, "step": 1925 }, { "epoch": 11.4, "learning_rate": 9.257948717948719e-06, "loss": 0.0105, "step": 1950 }, { "epoch": 11.55, "learning_rate": 9.245128205128206e-06, "loss": 0.0112, "step": 1975 }, { "epoch": 11.7, "learning_rate": 9.232307692307692e-06, "loss": 0.0123, "step": 2000 }, { "epoch": 11.7, "eval_loss": 0.30771297216415405, "eval_runtime": 1427.397, "eval_samples_per_second": 4.617, "eval_steps_per_second": 0.289, "eval_wer": 14.63257369683048, "step": 2000 }, { "epoch": 11.84, "learning_rate": 9.21948717948718e-06, "loss": 0.0106, "step": 2025 }, { "epoch": 11.99, "learning_rate": 9.206666666666668e-06, "loss": 0.0122, "step": 2050 }, { "epoch": 12.13, "learning_rate": 9.193846153846155e-06, "loss": 0.0089, "step": 2075 }, { "epoch": 12.28, "learning_rate": 9.181025641025641e-06, "loss": 0.0091, "step": 2100 }, { "epoch": 12.43, "learning_rate": 9.168205128205128e-06, "loss": 0.0093, "step": 2125 }, { "epoch": 12.57, "learning_rate": 9.155384615384617e-06, "loss": 0.0096, "step": 2150 }, { "epoch": 12.72, "learning_rate": 9.142564102564104e-06, "loss": 0.0094, "step": 2175 }, { "epoch": 12.87, "learning_rate": 9.12974358974359e-06, "loss": 0.0091, "step": 2200 }, { "epoch": 13.01, "learning_rate": 9.116923076923077e-06, "loss": 0.0102, "step": 2225 }, { "epoch": 13.16, "learning_rate": 9.104102564102566e-06, "loss": 0.0085, "step": 2250 }, { "epoch": 13.3, "learning_rate": 9.091282051282053e-06, "loss": 0.0075, "step": 2275 }, { "epoch": 13.45, "learning_rate": 9.07846153846154e-06, "loss": 0.0065, "step": 2300 }, { "epoch": 13.6, "learning_rate": 9.065641025641026e-06, "loss": 0.0087, "step": 2325 }, { "epoch": 13.74, "learning_rate": 9.052820512820513e-06, "loss": 0.0087, "step": 2350 }, { "epoch": 13.89, "learning_rate": 9.040000000000002e-06, "loss": 0.0083, "step": 2375 }, { "epoch": 14.04, "learning_rate": 9.027179487179488e-06, "loss": 0.008, "step": 2400 }, { "epoch": 14.18, "learning_rate": 9.014358974358975e-06, "loss": 0.0064, "step": 2425 }, { "epoch": 14.33, "learning_rate": 9.001538461538462e-06, "loss": 0.0072, "step": 2450 }, { "epoch": 14.47, "learning_rate": 8.98871794871795e-06, "loss": 0.0063, "step": 2475 }, { "epoch": 14.62, "learning_rate": 8.975897435897437e-06, "loss": 0.0064, "step": 2500 }, { "epoch": 14.77, "learning_rate": 8.963076923076924e-06, "loss": 0.0071, "step": 2525 }, { "epoch": 14.91, "learning_rate": 8.950256410256411e-06, "loss": 0.0069, "step": 2550 }, { "epoch": 15.06, "learning_rate": 8.937435897435898e-06, "loss": 0.006, "step": 2575 }, { "epoch": 15.2, "learning_rate": 8.924615384615385e-06, "loss": 0.0046, "step": 2600 }, { "epoch": 15.35, "learning_rate": 8.911794871794871e-06, "loss": 0.0053, "step": 2625 }, { "epoch": 15.5, "learning_rate": 8.89897435897436e-06, "loss": 0.0053, "step": 2650 }, { "epoch": 15.64, "learning_rate": 8.886153846153847e-06, "loss": 0.0054, "step": 2675 }, { "epoch": 15.79, "learning_rate": 8.873333333333334e-06, "loss": 0.0057, "step": 2700 }, { "epoch": 15.94, "learning_rate": 8.86051282051282e-06, "loss": 0.0064, "step": 2725 }, { "epoch": 16.08, "learning_rate": 8.847692307692309e-06, "loss": 0.0052, "step": 2750 }, { "epoch": 16.23, "learning_rate": 8.834871794871796e-06, "loss": 0.0049, "step": 2775 }, { "epoch": 16.37, "learning_rate": 8.822051282051283e-06, "loss": 0.0055, "step": 2800 }, { "epoch": 16.52, "learning_rate": 8.80923076923077e-06, "loss": 0.0051, "step": 2825 }, { "epoch": 16.67, "learning_rate": 8.796410256410258e-06, "loss": 0.0064, "step": 2850 }, { "epoch": 16.81, "learning_rate": 8.783589743589745e-06, "loss": 0.0053, "step": 2875 }, { "epoch": 16.96, "learning_rate": 8.770769230769232e-06, "loss": 0.007, "step": 2900 }, { "epoch": 17.11, "learning_rate": 8.757948717948718e-06, "loss": 0.0062, "step": 2925 }, { "epoch": 17.25, "learning_rate": 8.745128205128205e-06, "loss": 0.0041, "step": 2950 }, { "epoch": 17.4, "learning_rate": 8.732307692307694e-06, "loss": 0.0038, "step": 2975 }, { "epoch": 17.54, "learning_rate": 8.71948717948718e-06, "loss": 0.0052, "step": 3000 }, { "epoch": 17.54, "eval_loss": 0.3317411243915558, "eval_runtime": 1431.0066, "eval_samples_per_second": 4.606, "eval_steps_per_second": 0.288, "eval_wer": 14.185254589050755, "step": 3000 }, { "epoch": 17.69, "learning_rate": 8.706666666666667e-06, "loss": 0.0055, "step": 3025 }, { "epoch": 17.84, "learning_rate": 8.693846153846154e-06, "loss": 0.0047, "step": 3050 }, { "epoch": 17.98, "learning_rate": 8.681025641025643e-06, "loss": 0.0041, "step": 3075 }, { "epoch": 18.13, "learning_rate": 8.66820512820513e-06, "loss": 0.004, "step": 3100 }, { "epoch": 18.27, "learning_rate": 8.655384615384616e-06, "loss": 0.0045, "step": 3125 }, { "epoch": 18.42, "learning_rate": 8.642564102564103e-06, "loss": 0.0041, "step": 3150 }, { "epoch": 18.57, "learning_rate": 8.62974358974359e-06, "loss": 0.0042, "step": 3175 }, { "epoch": 18.71, "learning_rate": 8.616923076923077e-06, "loss": 0.0045, "step": 3200 }, { "epoch": 18.86, "learning_rate": 8.604102564102564e-06, "loss": 0.0048, "step": 3225 }, { "epoch": 19.01, "learning_rate": 8.591282051282052e-06, "loss": 0.0046, "step": 3250 }, { "epoch": 19.15, "learning_rate": 8.578461538461539e-06, "loss": 0.0041, "step": 3275 }, { "epoch": 19.3, "learning_rate": 8.565641025641026e-06, "loss": 0.0041, "step": 3300 }, { "epoch": 19.44, "learning_rate": 8.552820512820513e-06, "loss": 0.0035, "step": 3325 }, { "epoch": 19.59, "learning_rate": 8.540000000000001e-06, "loss": 0.0037, "step": 3350 }, { "epoch": 19.74, "learning_rate": 8.527179487179488e-06, "loss": 0.0047, "step": 3375 }, { "epoch": 19.88, "learning_rate": 8.514358974358975e-06, "loss": 0.0043, "step": 3400 }, { "epoch": 20.03, "learning_rate": 8.501538461538462e-06, "loss": 0.0038, "step": 3425 }, { "epoch": 20.18, "learning_rate": 8.48871794871795e-06, "loss": 0.0039, "step": 3450 }, { "epoch": 20.32, "learning_rate": 8.475897435897437e-06, "loss": 0.0036, "step": 3475 }, { "epoch": 20.47, "learning_rate": 8.463076923076924e-06, "loss": 0.0031, "step": 3500 }, { "epoch": 20.61, "learning_rate": 8.45025641025641e-06, "loss": 0.0036, "step": 3525 }, { "epoch": 20.76, "learning_rate": 8.437435897435898e-06, "loss": 0.0032, "step": 3550 }, { "epoch": 20.91, "learning_rate": 8.424615384615386e-06, "loss": 0.0046, "step": 3575 }, { "epoch": 21.05, "learning_rate": 8.411794871794873e-06, "loss": 0.0043, "step": 3600 }, { "epoch": 21.2, "learning_rate": 8.39897435897436e-06, "loss": 0.0045, "step": 3625 }, { "epoch": 21.35, "learning_rate": 8.386153846153847e-06, "loss": 0.005, "step": 3650 }, { "epoch": 21.49, "learning_rate": 8.373333333333335e-06, "loss": 0.0035, "step": 3675 }, { "epoch": 21.64, "learning_rate": 8.360512820512822e-06, "loss": 0.0045, "step": 3700 }, { "epoch": 21.78, "learning_rate": 8.347692307692309e-06, "loss": 0.0046, "step": 3725 }, { "epoch": 21.93, "learning_rate": 8.334871794871796e-06, "loss": 0.0043, "step": 3750 }, { "epoch": 22.08, "learning_rate": 8.322051282051282e-06, "loss": 0.0051, "step": 3775 }, { "epoch": 22.22, "learning_rate": 8.30923076923077e-06, "loss": 0.0042, "step": 3800 }, { "epoch": 22.37, "learning_rate": 8.296410256410256e-06, "loss": 0.0041, "step": 3825 }, { "epoch": 22.51, "learning_rate": 8.283589743589745e-06, "loss": 0.0035, "step": 3850 }, { "epoch": 22.66, "learning_rate": 8.270769230769231e-06, "loss": 0.0041, "step": 3875 }, { "epoch": 22.81, "learning_rate": 8.257948717948718e-06, "loss": 0.0037, "step": 3900 }, { "epoch": 22.95, "learning_rate": 8.245128205128205e-06, "loss": 0.0043, "step": 3925 }, { "epoch": 23.1, "learning_rate": 8.232307692307694e-06, "loss": 0.0031, "step": 3950 }, { "epoch": 23.25, "learning_rate": 8.21948717948718e-06, "loss": 0.0038, "step": 3975 }, { "epoch": 23.39, "learning_rate": 8.206666666666667e-06, "loss": 0.0037, "step": 4000 }, { "epoch": 23.39, "eval_loss": 0.3387215733528137, "eval_runtime": 1422.1346, "eval_samples_per_second": 4.635, "eval_steps_per_second": 0.29, "eval_wer": 14.08853694412541, "step": 4000 }, { "epoch": 23.54, "learning_rate": 8.193846153846154e-06, "loss": 0.0036, "step": 4025 }, { "epoch": 23.68, "learning_rate": 8.181025641025642e-06, "loss": 0.004, "step": 4050 }, { "epoch": 23.83, "learning_rate": 8.16820512820513e-06, "loss": 0.0045, "step": 4075 }, { "epoch": 23.98, "learning_rate": 8.155384615384616e-06, "loss": 0.006, "step": 4100 }, { "epoch": 24.12, "learning_rate": 8.142564102564103e-06, "loss": 0.0037, "step": 4125 }, { "epoch": 24.27, "learning_rate": 8.12974358974359e-06, "loss": 0.0034, "step": 4150 }, { "epoch": 24.42, "learning_rate": 8.116923076923078e-06, "loss": 0.0037, "step": 4175 }, { "epoch": 24.56, "learning_rate": 8.104102564102565e-06, "loss": 0.0033, "step": 4200 }, { "epoch": 24.71, "learning_rate": 8.091282051282052e-06, "loss": 0.0037, "step": 4225 }, { "epoch": 24.85, "learning_rate": 8.078461538461539e-06, "loss": 0.0029, "step": 4250 }, { "epoch": 25.0, "learning_rate": 8.065641025641027e-06, "loss": 0.003, "step": 4275 }, { "epoch": 25.15, "learning_rate": 8.052820512820514e-06, "loss": 0.0029, "step": 4300 }, { "epoch": 25.29, "learning_rate": 8.040000000000001e-06, "loss": 0.0026, "step": 4325 }, { "epoch": 25.44, "learning_rate": 8.027179487179488e-06, "loss": 0.002, "step": 4350 }, { "epoch": 25.58, "learning_rate": 8.014358974358975e-06, "loss": 0.0025, "step": 4375 }, { "epoch": 25.73, "learning_rate": 8.001538461538461e-06, "loss": 0.0027, "step": 4400 }, { "epoch": 25.88, "learning_rate": 7.988717948717948e-06, "loss": 0.0035, "step": 4425 }, { "epoch": 26.02, "learning_rate": 7.975897435897437e-06, "loss": 0.0037, "step": 4450 }, { "epoch": 26.17, "learning_rate": 7.963076923076924e-06, "loss": 0.0031, "step": 4475 }, { "epoch": 26.32, "learning_rate": 7.95025641025641e-06, "loss": 0.0025, "step": 4500 }, { "epoch": 26.46, "learning_rate": 7.937435897435897e-06, "loss": 0.0029, "step": 4525 }, { "epoch": 26.61, "learning_rate": 7.924615384615386e-06, "loss": 0.0031, "step": 4550 }, { "epoch": 26.75, "learning_rate": 7.911794871794873e-06, "loss": 0.0032, "step": 4575 }, { "epoch": 26.9, "learning_rate": 7.89897435897436e-06, "loss": 0.0035, "step": 4600 }, { "epoch": 27.05, "learning_rate": 7.886153846153846e-06, "loss": 0.0027, "step": 4625 }, { "epoch": 27.19, "learning_rate": 7.873333333333335e-06, "loss": 0.0031, "step": 4650 }, { "epoch": 27.34, "learning_rate": 7.860512820512822e-06, "loss": 0.0028, "step": 4675 }, { "epoch": 27.49, "learning_rate": 7.847692307692308e-06, "loss": 0.003, "step": 4700 }, { "epoch": 27.63, "learning_rate": 7.834871794871795e-06, "loss": 0.0021, "step": 4725 }, { "epoch": 27.78, "learning_rate": 7.822051282051282e-06, "loss": 0.0025, "step": 4750 }, { "epoch": 27.92, "learning_rate": 7.80923076923077e-06, "loss": 0.0036, "step": 4775 }, { "epoch": 28.07, "learning_rate": 7.796410256410257e-06, "loss": 0.0033, "step": 4800 }, { "epoch": 28.22, "learning_rate": 7.783589743589744e-06, "loss": 0.0036, "step": 4825 }, { "epoch": 28.36, "learning_rate": 7.770769230769231e-06, "loss": 0.0026, "step": 4850 }, { "epoch": 28.51, "learning_rate": 7.75794871794872e-06, "loss": 0.0023, "step": 4875 }, { "epoch": 28.65, "learning_rate": 7.745128205128206e-06, "loss": 0.003, "step": 4900 }, { "epoch": 28.8, "learning_rate": 7.732307692307693e-06, "loss": 0.0027, "step": 4925 }, { "epoch": 28.95, "learning_rate": 7.71948717948718e-06, "loss": 0.0026, "step": 4950 }, { "epoch": 29.09, "learning_rate": 7.706666666666669e-06, "loss": 0.0029, "step": 4975 }, { "epoch": 29.24, "learning_rate": 7.693846153846154e-06, "loss": 0.0026, "step": 5000 }, { "epoch": 29.24, "eval_loss": 0.35591921210289, "eval_runtime": 1430.818, "eval_samples_per_second": 4.606, "eval_steps_per_second": 0.288, "eval_wer": 14.261822724616655, "step": 5000 }, { "epoch": 29.39, "learning_rate": 7.68102564102564e-06, "loss": 0.0041, "step": 5025 }, { "epoch": 29.53, "learning_rate": 7.668205128205129e-06, "loss": 0.0039, "step": 5050 }, { "epoch": 29.68, "learning_rate": 7.655384615384616e-06, "loss": 0.0028, "step": 5075 }, { "epoch": 29.82, "learning_rate": 7.642564102564103e-06, "loss": 0.003, "step": 5100 }, { "epoch": 29.97, "learning_rate": 7.62974358974359e-06, "loss": 0.0028, "step": 5125 }, { "epoch": 30.12, "learning_rate": 7.616923076923077e-06, "loss": 0.0028, "step": 5150 }, { "epoch": 30.26, "learning_rate": 7.604102564102565e-06, "loss": 0.0026, "step": 5175 }, { "epoch": 30.41, "learning_rate": 7.591282051282052e-06, "loss": 0.0034, "step": 5200 }, { "epoch": 30.56, "learning_rate": 7.578461538461539e-06, "loss": 0.0033, "step": 5225 }, { "epoch": 30.7, "learning_rate": 7.565641025641026e-06, "loss": 0.0032, "step": 5250 }, { "epoch": 30.85, "learning_rate": 7.552820512820514e-06, "loss": 0.0025, "step": 5275 }, { "epoch": 30.99, "learning_rate": 7.540000000000001e-06, "loss": 0.0031, "step": 5300 }, { "epoch": 31.14, "learning_rate": 7.5271794871794875e-06, "loss": 0.0021, "step": 5325 }, { "epoch": 31.29, "learning_rate": 7.514358974358975e-06, "loss": 0.0027, "step": 5350 }, { "epoch": 31.43, "learning_rate": 7.501538461538462e-06, "loss": 0.003, "step": 5375 }, { "epoch": 31.58, "learning_rate": 7.48871794871795e-06, "loss": 0.0038, "step": 5400 }, { "epoch": 31.73, "learning_rate": 7.4758974358974365e-06, "loss": 0.0029, "step": 5425 }, { "epoch": 31.87, "learning_rate": 7.463076923076924e-06, "loss": 0.0022, "step": 5450 }, { "epoch": 32.02, "learning_rate": 7.450256410256411e-06, "loss": 0.0022, "step": 5475 }, { "epoch": 32.16, "learning_rate": 7.437435897435899e-06, "loss": 0.0025, "step": 5500 }, { "epoch": 32.31, "learning_rate": 7.4246153846153855e-06, "loss": 0.0021, "step": 5525 }, { "epoch": 32.46, "learning_rate": 7.411794871794873e-06, "loss": 0.0028, "step": 5550 }, { "epoch": 32.6, "learning_rate": 7.39897435897436e-06, "loss": 0.0027, "step": 5575 }, { "epoch": 32.75, "learning_rate": 7.386153846153846e-06, "loss": 0.0022, "step": 5600 }, { "epoch": 32.89, "learning_rate": 7.373333333333334e-06, "loss": 0.0024, "step": 5625 }, { "epoch": 33.04, "learning_rate": 7.3605128205128204e-06, "loss": 0.0024, "step": 5650 }, { "epoch": 33.19, "learning_rate": 7.347692307692308e-06, "loss": 0.0026, "step": 5675 }, { "epoch": 33.33, "learning_rate": 7.334871794871795e-06, "loss": 0.003, "step": 5700 }, { "epoch": 33.48, "learning_rate": 7.322051282051283e-06, "loss": 0.0032, "step": 5725 }, { "epoch": 33.63, "learning_rate": 7.309230769230769e-06, "loss": 0.0028, "step": 5750 }, { "epoch": 33.77, "learning_rate": 7.296410256410257e-06, "loss": 0.0018, "step": 5775 }, { "epoch": 33.92, "learning_rate": 7.283589743589744e-06, "loss": 0.0021, "step": 5800 }, { "epoch": 34.06, "learning_rate": 7.270769230769232e-06, "loss": 0.0023, "step": 5825 }, { "epoch": 34.21, "learning_rate": 7.257948717948718e-06, "loss": 0.0018, "step": 5850 }, { "epoch": 34.36, "learning_rate": 7.245128205128206e-06, "loss": 0.0017, "step": 5875 }, { "epoch": 34.5, "learning_rate": 7.232307692307693e-06, "loss": 0.0024, "step": 5900 }, { "epoch": 34.65, "learning_rate": 7.21948717948718e-06, "loss": 0.002, "step": 5925 }, { "epoch": 34.8, "learning_rate": 7.206666666666667e-06, "loss": 0.0028, "step": 5950 }, { "epoch": 34.94, "learning_rate": 7.193846153846154e-06, "loss": 0.0019, "step": 5975 }, { "epoch": 35.09, "learning_rate": 7.181025641025642e-06, "loss": 0.0026, "step": 6000 }, { "epoch": 35.09, "eval_loss": 0.36038053035736084, "eval_runtime": 1431.3338, "eval_samples_per_second": 4.605, "eval_steps_per_second": 0.288, "eval_wer": 14.215478853089927, "step": 6000 }, { "epoch": 35.23, "learning_rate": 7.168205128205129e-06, "loss": 0.0018, "step": 6025 }, { "epoch": 35.38, "learning_rate": 7.155384615384616e-06, "loss": 0.0022, "step": 6050 }, { "epoch": 35.53, "learning_rate": 7.142564102564103e-06, "loss": 0.0017, "step": 6075 }, { "epoch": 35.67, "learning_rate": 7.129743589743591e-06, "loss": 0.002, "step": 6100 }, { "epoch": 35.82, "learning_rate": 7.116923076923078e-06, "loss": 0.0023, "step": 6125 }, { "epoch": 35.96, "learning_rate": 7.104102564102565e-06, "loss": 0.0026, "step": 6150 }, { "epoch": 36.11, "learning_rate": 7.091282051282052e-06, "loss": 0.0021, "step": 6175 }, { "epoch": 36.26, "learning_rate": 7.078461538461538e-06, "loss": 0.0017, "step": 6200 }, { "epoch": 36.4, "learning_rate": 7.065641025641026e-06, "loss": 0.0019, "step": 6225 }, { "epoch": 36.55, "learning_rate": 7.052820512820513e-06, "loss": 0.0012, "step": 6250 }, { "epoch": 36.7, "learning_rate": 7.04e-06, "loss": 0.0015, "step": 6275 }, { "epoch": 36.84, "learning_rate": 7.027179487179487e-06, "loss": 0.0025, "step": 6300 }, { "epoch": 36.99, "learning_rate": 7.014358974358975e-06, "loss": 0.002, "step": 6325 }, { "epoch": 37.13, "learning_rate": 7.001538461538462e-06, "loss": 0.0022, "step": 6350 }, { "epoch": 37.28, "learning_rate": 6.988717948717949e-06, "loss": 0.0017, "step": 6375 }, { "epoch": 37.43, "learning_rate": 6.975897435897436e-06, "loss": 0.0024, "step": 6400 }, { "epoch": 37.57, "learning_rate": 6.963076923076924e-06, "loss": 0.0019, "step": 6425 }, { "epoch": 37.72, "learning_rate": 6.950256410256411e-06, "loss": 0.0021, "step": 6450 }, { "epoch": 37.87, "learning_rate": 6.937435897435898e-06, "loss": 0.002, "step": 6475 }, { "epoch": 38.01, "learning_rate": 6.924615384615385e-06, "loss": 0.0014, "step": 6500 }, { "epoch": 38.16, "learning_rate": 6.911794871794872e-06, "loss": 0.0015, "step": 6525 }, { "epoch": 38.3, "learning_rate": 6.89897435897436e-06, "loss": 0.0018, "step": 6550 }, { "epoch": 38.45, "learning_rate": 6.8861538461538465e-06, "loss": 0.0014, "step": 6575 }, { "epoch": 38.6, "learning_rate": 6.873333333333334e-06, "loss": 0.0015, "step": 6600 }, { "epoch": 38.74, "learning_rate": 6.860512820512821e-06, "loss": 0.0022, "step": 6625 }, { "epoch": 38.89, "learning_rate": 6.847692307692309e-06, "loss": 0.0019, "step": 6650 }, { "epoch": 39.04, "learning_rate": 6.8348717948717955e-06, "loss": 0.0032, "step": 6675 }, { "epoch": 39.18, "learning_rate": 6.822051282051283e-06, "loss": 0.0017, "step": 6700 }, { "epoch": 39.33, "learning_rate": 6.80923076923077e-06, "loss": 0.0023, "step": 6725 }, { "epoch": 39.47, "learning_rate": 6.796410256410258e-06, "loss": 0.002, "step": 6750 }, { "epoch": 39.62, "learning_rate": 6.7835897435897445e-06, "loss": 0.0019, "step": 6775 }, { "epoch": 39.77, "learning_rate": 6.770769230769232e-06, "loss": 0.0013, "step": 6800 }, { "epoch": 39.91, "learning_rate": 6.757948717948718e-06, "loss": 0.0024, "step": 6825 }, { "epoch": 40.06, "learning_rate": 6.745128205128205e-06, "loss": 0.0013, "step": 6850 }, { "epoch": 40.2, "learning_rate": 6.732307692307693e-06, "loss": 0.0012, "step": 6875 }, { "epoch": 40.35, "learning_rate": 6.7194871794871794e-06, "loss": 0.0012, "step": 6900 }, { "epoch": 40.5, "learning_rate": 6.706666666666667e-06, "loss": 0.0021, "step": 6925 }, { "epoch": 40.64, "learning_rate": 6.693846153846154e-06, "loss": 0.002, "step": 6950 }, { "epoch": 40.79, "learning_rate": 6.681025641025642e-06, "loss": 0.0017, "step": 6975 }, { "epoch": 40.94, "learning_rate": 6.6682051282051284e-06, "loss": 0.002, "step": 7000 }, { "epoch": 40.94, "eval_loss": 0.3734375238418579, "eval_runtime": 1428.3736, "eval_samples_per_second": 4.614, "eval_steps_per_second": 0.288, "eval_wer": 14.12279111003647, "step": 7000 }, { "epoch": 41.08, "learning_rate": 6.655384615384616e-06, "loss": 0.0012, "step": 7025 }, { "epoch": 41.23, "learning_rate": 6.642564102564103e-06, "loss": 0.0014, "step": 7050 }, { "epoch": 41.37, "learning_rate": 6.629743589743591e-06, "loss": 0.0018, "step": 7075 }, { "epoch": 41.52, "learning_rate": 6.616923076923077e-06, "loss": 0.0014, "step": 7100 }, { "epoch": 41.67, "learning_rate": 6.604102564102565e-06, "loss": 0.0013, "step": 7125 }, { "epoch": 41.81, "learning_rate": 6.591282051282052e-06, "loss": 0.002, "step": 7150 }, { "epoch": 41.96, "learning_rate": 6.578461538461539e-06, "loss": 0.0018, "step": 7175 }, { "epoch": 42.11, "learning_rate": 6.565641025641026e-06, "loss": 0.0017, "step": 7200 }, { "epoch": 42.25, "learning_rate": 6.552820512820513e-06, "loss": 0.0017, "step": 7225 }, { "epoch": 42.4, "learning_rate": 6.540000000000001e-06, "loss": 0.0028, "step": 7250 }, { "epoch": 42.54, "learning_rate": 6.527179487179488e-06, "loss": 0.0018, "step": 7275 }, { "epoch": 42.69, "learning_rate": 6.514358974358975e-06, "loss": 0.0013, "step": 7300 }, { "epoch": 42.84, "learning_rate": 6.501538461538462e-06, "loss": 0.0017, "step": 7325 }, { "epoch": 42.98, "learning_rate": 6.48871794871795e-06, "loss": 0.0038, "step": 7350 }, { "epoch": 43.13, "learning_rate": 6.475897435897437e-06, "loss": 0.0032, "step": 7375 }, { "epoch": 43.27, "learning_rate": 6.463076923076924e-06, "loss": 0.0027, "step": 7400 }, { "epoch": 43.42, "learning_rate": 6.45025641025641e-06, "loss": 0.0022, "step": 7425 }, { "epoch": 43.57, "learning_rate": 6.437435897435897e-06, "loss": 0.0024, "step": 7450 }, { "epoch": 43.71, "learning_rate": 6.424615384615385e-06, "loss": 0.0024, "step": 7475 }, { "epoch": 43.86, "learning_rate": 6.411794871794872e-06, "loss": 0.0025, "step": 7500 }, { "epoch": 44.01, "learning_rate": 6.398974358974359e-06, "loss": 0.0022, "step": 7525 }, { "epoch": 44.15, "learning_rate": 6.386153846153846e-06, "loss": 0.0017, "step": 7550 }, { "epoch": 44.3, "learning_rate": 6.373333333333334e-06, "loss": 0.0016, "step": 7575 }, { "epoch": 44.44, "learning_rate": 6.360512820512821e-06, "loss": 0.002, "step": 7600 }, { "epoch": 44.59, "learning_rate": 6.347692307692308e-06, "loss": 0.002, "step": 7625 }, { "epoch": 44.74, "learning_rate": 6.334871794871795e-06, "loss": 0.0018, "step": 7650 }, { "epoch": 44.88, "learning_rate": 6.322051282051283e-06, "loss": 0.0031, "step": 7675 }, { "epoch": 45.03, "learning_rate": 6.30923076923077e-06, "loss": 0.0016, "step": 7700 }, { "epoch": 45.18, "learning_rate": 6.296410256410257e-06, "loss": 0.0014, "step": 7725 }, { "epoch": 45.32, "learning_rate": 6.283589743589744e-06, "loss": 0.0014, "step": 7750 }, { "epoch": 45.47, "learning_rate": 6.270769230769231e-06, "loss": 0.0019, "step": 7775 }, { "epoch": 45.61, "learning_rate": 6.257948717948719e-06, "loss": 0.0015, "step": 7800 }, { "epoch": 45.76, "learning_rate": 6.2451282051282055e-06, "loss": 0.0017, "step": 7825 }, { "epoch": 45.91, "learning_rate": 6.232307692307693e-06, "loss": 0.0015, "step": 7850 }, { "epoch": 46.05, "learning_rate": 6.21948717948718e-06, "loss": 0.0017, "step": 7875 }, { "epoch": 46.2, "learning_rate": 6.206666666666668e-06, "loss": 0.0012, "step": 7900 }, { "epoch": 46.35, "learning_rate": 6.1938461538461545e-06, "loss": 0.0018, "step": 7925 }, { "epoch": 46.49, "learning_rate": 6.181025641025642e-06, "loss": 0.0012, "step": 7950 }, { "epoch": 46.64, "learning_rate": 6.168205128205129e-06, "loss": 0.0012, "step": 7975 }, { "epoch": 46.78, "learning_rate": 6.155384615384617e-06, "loss": 0.0012, "step": 8000 }, { "epoch": 46.78, "eval_loss": 0.3772992491722107, "eval_runtime": 1427.2389, "eval_samples_per_second": 4.618, "eval_steps_per_second": 0.289, "eval_wer": 14.030103366983013, "step": 8000 }, { "epoch": 46.93, "learning_rate": 6.142564102564103e-06, "loss": 0.0011, "step": 8025 }, { "epoch": 47.08, "learning_rate": 6.1297435897435895e-06, "loss": 0.0014, "step": 8050 }, { "epoch": 47.22, "learning_rate": 6.116923076923077e-06, "loss": 0.0014, "step": 8075 }, { "epoch": 47.37, "learning_rate": 6.104102564102564e-06, "loss": 0.0008, "step": 8100 }, { "epoch": 47.51, "learning_rate": 6.091282051282052e-06, "loss": 0.0012, "step": 8125 }, { "epoch": 47.66, "learning_rate": 6.0784615384615384e-06, "loss": 0.0013, "step": 8150 }, { "epoch": 47.81, "learning_rate": 6.065641025641026e-06, "loss": 0.0024, "step": 8175 }, { "epoch": 47.95, "learning_rate": 6.0533333333333335e-06, "loss": 0.0012, "step": 8200 }, { "epoch": 48.1, "learning_rate": 6.04051282051282e-06, "loss": 0.0015, "step": 8225 }, { "epoch": 48.25, "learning_rate": 6.027692307692308e-06, "loss": 0.0009, "step": 8250 }, { "epoch": 48.39, "learning_rate": 6.014871794871795e-06, "loss": 0.0009, "step": 8275 }, { "epoch": 48.54, "learning_rate": 6.0020512820512825e-06, "loss": 0.0012, "step": 8300 }, { "epoch": 48.68, "learning_rate": 5.989230769230769e-06, "loss": 0.0014, "step": 8325 }, { "epoch": 48.83, "learning_rate": 5.976410256410257e-06, "loss": 0.001, "step": 8350 }, { "epoch": 48.98, "learning_rate": 5.963589743589744e-06, "loss": 0.0015, "step": 8375 }, { "epoch": 49.12, "learning_rate": 5.950769230769231e-06, "loss": 0.0009, "step": 8400 }, { "epoch": 49.27, "learning_rate": 5.937948717948718e-06, "loss": 0.0016, "step": 8425 }, { "epoch": 49.42, "learning_rate": 5.925128205128205e-06, "loss": 0.002, "step": 8450 }, { "epoch": 49.56, "learning_rate": 5.912307692307693e-06, "loss": 0.0017, "step": 8475 }, { "epoch": 49.71, "learning_rate": 5.89948717948718e-06, "loss": 0.0011, "step": 8500 }, { "epoch": 49.85, "learning_rate": 5.886666666666667e-06, "loss": 0.0015, "step": 8525 }, { "epoch": 50.0, "learning_rate": 5.873846153846154e-06, "loss": 0.0012, "step": 8550 }, { "epoch": 50.15, "learning_rate": 5.861025641025642e-06, "loss": 0.001, "step": 8575 }, { "epoch": 50.29, "learning_rate": 5.848205128205129e-06, "loss": 0.0012, "step": 8600 }, { "epoch": 50.44, "learning_rate": 5.835384615384616e-06, "loss": 0.0006, "step": 8625 }, { "epoch": 50.58, "learning_rate": 5.822564102564103e-06, "loss": 0.0006, "step": 8650 }, { "epoch": 50.73, "learning_rate": 5.809743589743591e-06, "loss": 0.001, "step": 8675 }, { "epoch": 50.88, "learning_rate": 5.796923076923078e-06, "loss": 0.0017, "step": 8700 }, { "epoch": 51.02, "learning_rate": 5.784102564102565e-06, "loss": 0.0011, "step": 8725 }, { "epoch": 51.17, "learning_rate": 5.771282051282052e-06, "loss": 0.0012, "step": 8750 }, { "epoch": 51.32, "learning_rate": 5.75846153846154e-06, "loss": 0.0014, "step": 8775 }, { "epoch": 51.46, "learning_rate": 5.745641025641027e-06, "loss": 0.0012, "step": 8800 }, { "epoch": 51.61, "learning_rate": 5.732820512820513e-06, "loss": 0.0011, "step": 8825 }, { "epoch": 51.75, "learning_rate": 5.72e-06, "loss": 0.0007, "step": 8850 }, { "epoch": 51.9, "learning_rate": 5.707179487179487e-06, "loss": 0.0007, "step": 8875 }, { "epoch": 52.05, "learning_rate": 5.694358974358975e-06, "loss": 0.0008, "step": 8900 }, { "epoch": 52.19, "learning_rate": 5.681538461538462e-06, "loss": 0.0009, "step": 8925 }, { "epoch": 52.34, "learning_rate": 5.668717948717949e-06, "loss": 0.001, "step": 8950 }, { "epoch": 52.49, "learning_rate": 5.655897435897436e-06, "loss": 0.0009, "step": 8975 }, { "epoch": 52.63, "learning_rate": 5.643076923076923e-06, "loss": 0.0012, "step": 9000 }, { "epoch": 52.63, "eval_loss": 0.3801773190498352, "eval_runtime": 1427.5399, "eval_samples_per_second": 4.617, "eval_steps_per_second": 0.289, "eval_wer": 13.907191359890387, "step": 9000 }, { "epoch": 52.78, "learning_rate": 5.630256410256411e-06, "loss": 0.0006, "step": 9025 }, { "epoch": 52.92, "learning_rate": 5.6174358974358974e-06, "loss": 0.001, "step": 9050 }, { "epoch": 53.07, "learning_rate": 5.604615384615385e-06, "loss": 0.0008, "step": 9075 }, { "epoch": 53.22, "learning_rate": 5.591794871794872e-06, "loss": 0.0009, "step": 9100 }, { "epoch": 53.36, "learning_rate": 5.57897435897436e-06, "loss": 0.0011, "step": 9125 }, { "epoch": 53.51, "learning_rate": 5.566153846153846e-06, "loss": 0.0007, "step": 9150 }, { "epoch": 53.65, "learning_rate": 5.553333333333334e-06, "loss": 0.0008, "step": 9175 }, { "epoch": 53.8, "learning_rate": 5.540512820512821e-06, "loss": 0.0007, "step": 9200 }, { "epoch": 53.95, "learning_rate": 5.527692307692309e-06, "loss": 0.0009, "step": 9225 }, { "epoch": 54.09, "learning_rate": 5.514871794871795e-06, "loss": 0.001, "step": 9250 }, { "epoch": 54.24, "learning_rate": 5.502051282051283e-06, "loss": 0.0012, "step": 9275 }, { "epoch": 54.39, "learning_rate": 5.48923076923077e-06, "loss": 0.0009, "step": 9300 }, { "epoch": 54.53, "learning_rate": 5.476410256410258e-06, "loss": 0.0012, "step": 9325 }, { "epoch": 54.68, "learning_rate": 5.463589743589744e-06, "loss": 0.0012, "step": 9350 }, { "epoch": 54.82, "learning_rate": 5.450769230769232e-06, "loss": 0.0013, "step": 9375 }, { "epoch": 54.97, "learning_rate": 5.437948717948719e-06, "loss": 0.001, "step": 9400 }, { "epoch": 55.12, "learning_rate": 5.425128205128205e-06, "loss": 0.0006, "step": 9425 }, { "epoch": 55.26, "learning_rate": 5.4123076923076925e-06, "loss": 0.001, "step": 9450 }, { "epoch": 55.41, "learning_rate": 5.399487179487179e-06, "loss": 0.0017, "step": 9475 }, { "epoch": 55.56, "learning_rate": 5.386666666666667e-06, "loss": 0.0009, "step": 9500 }, { "epoch": 55.7, "learning_rate": 5.373846153846154e-06, "loss": 0.0018, "step": 9525 }, { "epoch": 55.85, "learning_rate": 5.3610256410256415e-06, "loss": 0.0013, "step": 9550 }, { "epoch": 55.99, "learning_rate": 5.348205128205128e-06, "loss": 0.0015, "step": 9575 }, { "epoch": 56.14, "learning_rate": 5.335384615384615e-06, "loss": 0.0015, "step": 9600 }, { "epoch": 56.29, "learning_rate": 5.322564102564103e-06, "loss": 0.0012, "step": 9625 }, { "epoch": 56.43, "learning_rate": 5.30974358974359e-06, "loss": 0.0014, "step": 9650 }, { "epoch": 56.58, "learning_rate": 5.296923076923077e-06, "loss": 0.0012, "step": 9675 }, { "epoch": 56.73, "learning_rate": 5.284102564102564e-06, "loss": 0.0011, "step": 9700 }, { "epoch": 56.87, "learning_rate": 5.271282051282052e-06, "loss": 0.0014, "step": 9725 }, { "epoch": 57.02, "learning_rate": 5.258461538461539e-06, "loss": 0.0022, "step": 9750 }, { "epoch": 57.16, "learning_rate": 5.245641025641026e-06, "loss": 0.0013, "step": 9775 }, { "epoch": 57.31, "learning_rate": 5.232820512820513e-06, "loss": 0.0009, "step": 9800 }, { "epoch": 57.46, "learning_rate": 5.220000000000001e-06, "loss": 0.0014, "step": 9825 }, { "epoch": 57.6, "learning_rate": 5.207179487179488e-06, "loss": 0.0017, "step": 9850 }, { "epoch": 57.75, "learning_rate": 5.194358974358975e-06, "loss": 0.0008, "step": 9875 }, { "epoch": 57.89, "learning_rate": 5.181538461538462e-06, "loss": 0.0009, "step": 9900 }, { "epoch": 58.04, "learning_rate": 5.16871794871795e-06, "loss": 0.0011, "step": 9925 }, { "epoch": 58.19, "learning_rate": 5.155897435897437e-06, "loss": 0.0011, "step": 9950 }, { "epoch": 58.33, "learning_rate": 5.143076923076924e-06, "loss": 0.0007, "step": 9975 }, { "epoch": 58.48, "learning_rate": 5.130256410256411e-06, "loss": 0.0012, "step": 10000 }, { "epoch": 58.48, "eval_loss": 0.3849584758281708, "eval_runtime": 1432.8921, "eval_samples_per_second": 4.6, "eval_steps_per_second": 0.288, "eval_wer": 14.47339257289085, "step": 10000 }, { "epoch": 58.63, "learning_rate": 5.117435897435897e-06, "loss": 0.0015, "step": 10025 }, { "epoch": 58.77, "learning_rate": 5.104615384615385e-06, "loss": 0.001, "step": 10050 }, { "epoch": 58.92, "learning_rate": 5.091794871794872e-06, "loss": 0.0008, "step": 10075 }, { "epoch": 59.06, "learning_rate": 5.078974358974359e-06, "loss": 0.0008, "step": 10100 }, { "epoch": 59.21, "learning_rate": 5.066153846153846e-06, "loss": 0.0005, "step": 10125 }, { "epoch": 59.36, "learning_rate": 5.053333333333334e-06, "loss": 0.0008, "step": 10150 }, { "epoch": 59.5, "learning_rate": 5.040512820512821e-06, "loss": 0.0008, "step": 10175 }, { "epoch": 59.65, "learning_rate": 5.027692307692308e-06, "loss": 0.0016, "step": 10200 }, { "epoch": 59.8, "learning_rate": 5.014871794871795e-06, "loss": 0.0006, "step": 10225 }, { "epoch": 59.94, "learning_rate": 5.002051282051282e-06, "loss": 0.0013, "step": 10250 }, { "epoch": 60.09, "learning_rate": 4.98923076923077e-06, "loss": 0.0012, "step": 10275 }, { "epoch": 60.23, "learning_rate": 4.9764102564102564e-06, "loss": 0.0008, "step": 10300 }, { "epoch": 60.38, "learning_rate": 4.963589743589744e-06, "loss": 0.0012, "step": 10325 }, { "epoch": 60.53, "learning_rate": 4.950769230769231e-06, "loss": 0.0006, "step": 10350 }, { "epoch": 60.67, "learning_rate": 4.937948717948719e-06, "loss": 0.0007, "step": 10375 }, { "epoch": 60.82, "learning_rate": 4.9251282051282054e-06, "loss": 0.0007, "step": 10400 }, { "epoch": 60.96, "learning_rate": 4.912307692307693e-06, "loss": 0.001, "step": 10425 }, { "epoch": 61.11, "learning_rate": 4.89948717948718e-06, "loss": 0.0009, "step": 10450 }, { "epoch": 61.26, "learning_rate": 4.886666666666668e-06, "loss": 0.0014, "step": 10475 }, { "epoch": 61.4, "learning_rate": 4.873846153846154e-06, "loss": 0.0008, "step": 10500 }, { "epoch": 61.55, "learning_rate": 4.861025641025641e-06, "loss": 0.0008, "step": 10525 }, { "epoch": 61.7, "learning_rate": 4.848205128205128e-06, "loss": 0.0008, "step": 10550 }, { "epoch": 61.84, "learning_rate": 4.835384615384616e-06, "loss": 0.0005, "step": 10575 }, { "epoch": 61.99, "learning_rate": 4.8225641025641026e-06, "loss": 0.0007, "step": 10600 }, { "epoch": 62.13, "learning_rate": 4.80974358974359e-06, "loss": 0.0005, "step": 10625 }, { "epoch": 62.28, "learning_rate": 4.796923076923077e-06, "loss": 0.0003, "step": 10650 }, { "epoch": 62.43, "learning_rate": 4.784102564102565e-06, "loss": 0.0005, "step": 10675 }, { "epoch": 62.57, "learning_rate": 4.7712820512820516e-06, "loss": 0.0007, "step": 10700 }, { "epoch": 62.72, "learning_rate": 4.758461538461539e-06, "loss": 0.001, "step": 10725 }, { "epoch": 62.87, "learning_rate": 4.745641025641026e-06, "loss": 0.0009, "step": 10750 }, { "epoch": 63.01, "learning_rate": 4.732820512820514e-06, "loss": 0.0004, "step": 10775 }, { "epoch": 63.16, "learning_rate": 4.7200000000000005e-06, "loss": 0.0003, "step": 10800 }, { "epoch": 63.3, "learning_rate": 4.707179487179487e-06, "loss": 0.0006, "step": 10825 }, { "epoch": 63.45, "learning_rate": 4.694358974358974e-06, "loss": 0.0006, "step": 10850 }, { "epoch": 63.6, "learning_rate": 4.681538461538462e-06, "loss": 0.0005, "step": 10875 }, { "epoch": 63.74, "learning_rate": 4.668717948717949e-06, "loss": 0.0006, "step": 10900 }, { "epoch": 63.89, "learning_rate": 4.655897435897436e-06, "loss": 0.0009, "step": 10925 }, { "epoch": 64.04, "learning_rate": 4.643076923076923e-06, "loss": 0.0003, "step": 10950 }, { "epoch": 64.18, "learning_rate": 4.630256410256411e-06, "loss": 0.0013, "step": 10975 }, { "epoch": 64.33, "learning_rate": 4.617435897435898e-06, "loss": 0.0006, "step": 11000 }, { "epoch": 64.33, "eval_loss": 0.3895852267742157, "eval_runtime": 1430.8895, "eval_samples_per_second": 4.606, "eval_steps_per_second": 0.288, "eval_wer": 13.651292591025408, "step": 11000 }, { "epoch": 64.47, "learning_rate": 4.604615384615385e-06, "loss": 0.0005, "step": 11025 }, { "epoch": 64.62, "learning_rate": 4.591794871794872e-06, "loss": 0.0006, "step": 11050 }, { "epoch": 64.77, "learning_rate": 4.57897435897436e-06, "loss": 0.001, "step": 11075 }, { "epoch": 64.91, "learning_rate": 4.566153846153847e-06, "loss": 0.0006, "step": 11100 }, { "epoch": 65.06, "learning_rate": 4.5533333333333335e-06, "loss": 0.0011, "step": 11125 }, { "epoch": 65.2, "learning_rate": 4.54051282051282e-06, "loss": 0.0023, "step": 11150 }, { "epoch": 65.35, "learning_rate": 4.527692307692308e-06, "loss": 0.0009, "step": 11175 }, { "epoch": 65.5, "learning_rate": 4.514871794871795e-06, "loss": 0.0009, "step": 11200 }, { "epoch": 65.64, "learning_rate": 4.5020512820512825e-06, "loss": 0.0012, "step": 11225 }, { "epoch": 65.79, "learning_rate": 4.489230769230769e-06, "loss": 0.001, "step": 11250 }, { "epoch": 65.94, "learning_rate": 4.476410256410257e-06, "loss": 0.0014, "step": 11275 }, { "epoch": 66.08, "learning_rate": 4.463589743589744e-06, "loss": 0.0011, "step": 11300 }, { "epoch": 66.23, "learning_rate": 4.4507692307692315e-06, "loss": 0.0009, "step": 11325 }, { "epoch": 66.37, "learning_rate": 4.437948717948718e-06, "loss": 0.0007, "step": 11350 }, { "epoch": 66.52, "learning_rate": 4.425128205128206e-06, "loss": 0.0011, "step": 11375 }, { "epoch": 66.67, "learning_rate": 4.412307692307693e-06, "loss": 0.0009, "step": 11400 }, { "epoch": 66.81, "learning_rate": 4.39948717948718e-06, "loss": 0.0014, "step": 11425 }, { "epoch": 66.96, "learning_rate": 4.3866666666666665e-06, "loss": 0.0008, "step": 11450 }, { "epoch": 67.11, "learning_rate": 4.373846153846154e-06, "loss": 0.0007, "step": 11475 }, { "epoch": 67.25, "learning_rate": 4.361025641025641e-06, "loss": 0.0003, "step": 11500 }, { "epoch": 67.4, "learning_rate": 4.348205128205129e-06, "loss": 0.0003, "step": 11525 }, { "epoch": 67.54, "learning_rate": 4.3353846153846154e-06, "loss": 0.0006, "step": 11550 }, { "epoch": 67.69, "learning_rate": 4.322564102564103e-06, "loss": 0.0004, "step": 11575 }, { "epoch": 67.84, "learning_rate": 4.30974358974359e-06, "loss": 0.0006, "step": 11600 }, { "epoch": 67.98, "learning_rate": 4.296923076923078e-06, "loss": 0.001, "step": 11625 }, { "epoch": 68.13, "learning_rate": 4.2841025641025644e-06, "loss": 0.001, "step": 11650 }, { "epoch": 68.27, "learning_rate": 4.271282051282052e-06, "loss": 0.0008, "step": 11675 }, { "epoch": 68.42, "learning_rate": 4.258461538461539e-06, "loss": 0.0005, "step": 11700 }, { "epoch": 68.57, "learning_rate": 4.245641025641026e-06, "loss": 0.0006, "step": 11725 }, { "epoch": 68.71, "learning_rate": 4.232820512820513e-06, "loss": 0.0006, "step": 11750 }, { "epoch": 68.86, "learning_rate": 4.22e-06, "loss": 0.0016, "step": 11775 }, { "epoch": 69.01, "learning_rate": 4.207179487179487e-06, "loss": 0.0009, "step": 11800 }, { "epoch": 69.15, "learning_rate": 4.194358974358975e-06, "loss": 0.0004, "step": 11825 }, { "epoch": 69.3, "learning_rate": 4.1815384615384616e-06, "loss": 0.0006, "step": 11850 }, { "epoch": 69.44, "learning_rate": 4.168717948717949e-06, "loss": 0.0005, "step": 11875 }, { "epoch": 69.59, "learning_rate": 4.155897435897436e-06, "loss": 0.0003, "step": 11900 }, { "epoch": 69.74, "learning_rate": 4.143076923076924e-06, "loss": 0.0003, "step": 11925 }, { "epoch": 69.88, "learning_rate": 4.1302564102564106e-06, "loss": 0.0003, "step": 11950 }, { "epoch": 70.03, "learning_rate": 4.117435897435898e-06, "loss": 0.0003, "step": 11975 }, { "epoch": 70.18, "learning_rate": 4.104615384615385e-06, "loss": 0.0011, "step": 12000 }, { "epoch": 70.18, "eval_loss": 0.3981473743915558, "eval_runtime": 1432.7461, "eval_samples_per_second": 4.6, "eval_steps_per_second": 0.288, "eval_wer": 13.631143081665961, "step": 12000 }, { "epoch": 70.32, "learning_rate": 4.091794871794872e-06, "loss": 0.0004, "step": 12025 }, { "epoch": 70.47, "learning_rate": 4.078974358974359e-06, "loss": 0.0009, "step": 12050 }, { "epoch": 70.61, "learning_rate": 4.066153846153846e-06, "loss": 0.0007, "step": 12075 }, { "epoch": 70.76, "learning_rate": 4.053333333333333e-06, "loss": 0.0008, "step": 12100 }, { "epoch": 70.91, "learning_rate": 4.040512820512821e-06, "loss": 0.0009, "step": 12125 }, { "epoch": 71.05, "learning_rate": 4.027692307692308e-06, "loss": 0.0006, "step": 12150 }, { "epoch": 71.2, "learning_rate": 4.014871794871795e-06, "loss": 0.0005, "step": 12175 }, { "epoch": 71.35, "learning_rate": 4.002051282051282e-06, "loss": 0.001, "step": 12200 }, { "epoch": 71.49, "learning_rate": 3.98923076923077e-06, "loss": 0.0007, "step": 12225 }, { "epoch": 71.64, "learning_rate": 3.976410256410257e-06, "loss": 0.0006, "step": 12250 }, { "epoch": 71.78, "learning_rate": 3.963589743589744e-06, "loss": 0.0005, "step": 12275 }, { "epoch": 71.93, "learning_rate": 3.950769230769231e-06, "loss": 0.0003, "step": 12300 }, { "epoch": 72.08, "learning_rate": 3.937948717948718e-06, "loss": 0.0003, "step": 12325 }, { "epoch": 72.22, "learning_rate": 3.925128205128205e-06, "loss": 0.0004, "step": 12350 }, { "epoch": 72.37, "learning_rate": 3.9123076923076925e-06, "loss": 0.0005, "step": 12375 }, { "epoch": 72.51, "learning_rate": 3.899487179487179e-06, "loss": 0.0003, "step": 12400 }, { "epoch": 72.66, "learning_rate": 3.886666666666667e-06, "loss": 0.0011, "step": 12425 }, { "epoch": 72.81, "learning_rate": 3.873846153846154e-06, "loss": 0.0003, "step": 12450 }, { "epoch": 72.95, "learning_rate": 3.8610256410256415e-06, "loss": 0.0005, "step": 12475 }, { "epoch": 73.1, "learning_rate": 3.848205128205128e-06, "loss": 0.0003, "step": 12500 }, { "epoch": 73.25, "learning_rate": 3.835384615384616e-06, "loss": 0.0007, "step": 12525 }, { "epoch": 73.39, "learning_rate": 3.822564102564103e-06, "loss": 0.0004, "step": 12550 }, { "epoch": 73.54, "learning_rate": 3.80974358974359e-06, "loss": 0.0002, "step": 12575 }, { "epoch": 73.68, "learning_rate": 3.7969230769230773e-06, "loss": 0.0002, "step": 12600 }, { "epoch": 73.83, "learning_rate": 3.784102564102564e-06, "loss": 0.0002, "step": 12625 }, { "epoch": 73.98, "learning_rate": 3.7712820512820514e-06, "loss": 0.0002, "step": 12650 }, { "epoch": 74.12, "learning_rate": 3.7584615384615386e-06, "loss": 0.0002, "step": 12675 }, { "epoch": 74.27, "learning_rate": 3.745641025641026e-06, "loss": 0.0002, "step": 12700 }, { "epoch": 74.42, "learning_rate": 3.732820512820513e-06, "loss": 0.0002, "step": 12725 }, { "epoch": 74.56, "learning_rate": 3.7200000000000004e-06, "loss": 0.0004, "step": 12750 }, { "epoch": 74.71, "learning_rate": 3.7071794871794876e-06, "loss": 0.0003, "step": 12775 }, { "epoch": 74.85, "learning_rate": 3.694358974358975e-06, "loss": 0.0005, "step": 12800 }, { "epoch": 75.0, "learning_rate": 3.681538461538462e-06, "loss": 0.0007, "step": 12825 }, { "epoch": 75.15, "learning_rate": 3.6687179487179494e-06, "loss": 0.0002, "step": 12850 }, { "epoch": 75.29, "learning_rate": 3.655897435897436e-06, "loss": 0.0002, "step": 12875 }, { "epoch": 75.44, "learning_rate": 3.6430769230769234e-06, "loss": 0.0003, "step": 12900 }, { "epoch": 75.58, "learning_rate": 3.6302564102564103e-06, "loss": 0.0005, "step": 12925 }, { "epoch": 75.73, "learning_rate": 3.6174358974358975e-06, "loss": 0.0009, "step": 12950 }, { "epoch": 75.88, "learning_rate": 3.6046153846153848e-06, "loss": 0.0011, "step": 12975 }, { "epoch": 76.02, "learning_rate": 3.591794871794872e-06, "loss": 0.001, "step": 13000 }, { "epoch": 76.02, "eval_loss": 0.39472073316574097, "eval_runtime": 1431.6929, "eval_samples_per_second": 4.604, "eval_steps_per_second": 0.288, "eval_wer": 13.594873964818957, "step": 13000 }, { "epoch": 76.17, "learning_rate": 3.5789743589743593e-06, "loss": 0.0011, "step": 13025 }, { "epoch": 76.32, "learning_rate": 3.5661538461538465e-06, "loss": 0.0006, "step": 13050 }, { "epoch": 76.46, "learning_rate": 3.5533333333333338e-06, "loss": 0.0004, "step": 13075 }, { "epoch": 76.61, "learning_rate": 3.540512820512821e-06, "loss": 0.0004, "step": 13100 }, { "epoch": 76.75, "learning_rate": 3.5276923076923083e-06, "loss": 0.0003, "step": 13125 }, { "epoch": 76.9, "learning_rate": 3.5148717948717955e-06, "loss": 0.0004, "step": 13150 }, { "epoch": 77.05, "learning_rate": 3.5020512820512823e-06, "loss": 0.0005, "step": 13175 }, { "epoch": 77.19, "learning_rate": 3.4892307692307696e-06, "loss": 0.0006, "step": 13200 }, { "epoch": 77.34, "learning_rate": 3.4764102564102564e-06, "loss": 0.0006, "step": 13225 }, { "epoch": 77.49, "learning_rate": 3.4635897435897436e-06, "loss": 0.0005, "step": 13250 }, { "epoch": 77.63, "learning_rate": 3.450769230769231e-06, "loss": 0.0003, "step": 13275 }, { "epoch": 77.78, "learning_rate": 3.437948717948718e-06, "loss": 0.0004, "step": 13300 }, { "epoch": 77.92, "learning_rate": 3.4251282051282054e-06, "loss": 0.0006, "step": 13325 }, { "epoch": 78.07, "learning_rate": 3.4123076923076926e-06, "loss": 0.0004, "step": 13350 }, { "epoch": 78.22, "learning_rate": 3.39948717948718e-06, "loss": 0.0004, "step": 13375 }, { "epoch": 78.36, "learning_rate": 3.386666666666667e-06, "loss": 0.0005, "step": 13400 }, { "epoch": 78.51, "learning_rate": 3.3738461538461544e-06, "loss": 0.0003, "step": 13425 }, { "epoch": 78.65, "learning_rate": 3.3610256410256416e-06, "loss": 0.0003, "step": 13450 }, { "epoch": 78.8, "learning_rate": 3.3482051282051285e-06, "loss": 0.0003, "step": 13475 }, { "epoch": 78.95, "learning_rate": 3.3353846153846157e-06, "loss": 0.0003, "step": 13500 }, { "epoch": 79.09, "learning_rate": 3.322564102564103e-06, "loss": 0.0003, "step": 13525 }, { "epoch": 79.24, "learning_rate": 3.3097435897435898e-06, "loss": 0.0005, "step": 13550 }, { "epoch": 79.39, "learning_rate": 3.296923076923077e-06, "loss": 0.0004, "step": 13575 }, { "epoch": 79.53, "learning_rate": 3.2841025641025643e-06, "loss": 0.0001, "step": 13600 }, { "epoch": 79.68, "learning_rate": 3.2712820512820515e-06, "loss": 0.0002, "step": 13625 }, { "epoch": 79.82, "learning_rate": 3.2584615384615388e-06, "loss": 0.0004, "step": 13650 }, { "epoch": 79.97, "learning_rate": 3.245641025641026e-06, "loss": 0.0003, "step": 13675 }, { "epoch": 80.12, "learning_rate": 3.2328205128205133e-06, "loss": 0.0006, "step": 13700 }, { "epoch": 80.26, "learning_rate": 3.2200000000000005e-06, "loss": 0.0002, "step": 13725 }, { "epoch": 80.41, "learning_rate": 3.2071794871794878e-06, "loss": 0.0003, "step": 13750 }, { "epoch": 80.56, "learning_rate": 3.194358974358975e-06, "loss": 0.0003, "step": 13775 }, { "epoch": 80.7, "learning_rate": 3.181538461538462e-06, "loss": 0.0002, "step": 13800 }, { "epoch": 80.85, "learning_rate": 3.168717948717949e-06, "loss": 0.0003, "step": 13825 }, { "epoch": 80.99, "learning_rate": 3.155897435897436e-06, "loss": 0.0003, "step": 13850 }, { "epoch": 81.14, "learning_rate": 3.143076923076923e-06, "loss": 0.0002, "step": 13875 }, { "epoch": 81.29, "learning_rate": 3.1302564102564104e-06, "loss": 0.0002, "step": 13900 }, { "epoch": 81.43, "learning_rate": 3.1174358974358976e-06, "loss": 0.0003, "step": 13925 }, { "epoch": 81.58, "learning_rate": 3.104615384615385e-06, "loss": 0.0003, "step": 13950 }, { "epoch": 81.73, "learning_rate": 3.091794871794872e-06, "loss": 0.0003, "step": 13975 }, { "epoch": 81.87, "learning_rate": 3.0789743589743594e-06, "loss": 0.0002, "step": 14000 }, { "epoch": 81.87, "eval_loss": 0.40385952591896057, "eval_runtime": 1432.4631, "eval_samples_per_second": 4.601, "eval_steps_per_second": 0.288, "eval_wer": 13.617038425114348, "step": 14000 }, { "epoch": 82.02, "learning_rate": 3.0661538461538466e-06, "loss": 0.0002, "step": 14025 }, { "epoch": 82.16, "learning_rate": 3.053333333333334e-06, "loss": 0.0001, "step": 14050 }, { "epoch": 82.31, "learning_rate": 3.040512820512821e-06, "loss": 0.0004, "step": 14075 }, { "epoch": 82.46, "learning_rate": 3.027692307692308e-06, "loss": 0.0002, "step": 14100 }, { "epoch": 82.6, "learning_rate": 3.014871794871795e-06, "loss": 0.0002, "step": 14125 }, { "epoch": 82.75, "learning_rate": 3.002051282051282e-06, "loss": 0.0002, "step": 14150 }, { "epoch": 82.89, "learning_rate": 2.9892307692307693e-06, "loss": 0.0003, "step": 14175 }, { "epoch": 83.04, "learning_rate": 2.9764102564102565e-06, "loss": 0.0004, "step": 14200 }, { "epoch": 83.19, "learning_rate": 2.9635897435897438e-06, "loss": 0.0007, "step": 14225 }, { "epoch": 83.33, "learning_rate": 2.950769230769231e-06, "loss": 0.0003, "step": 14250 }, { "epoch": 83.48, "learning_rate": 2.9379487179487183e-06, "loss": 0.0004, "step": 14275 }, { "epoch": 83.63, "learning_rate": 2.9251282051282055e-06, "loss": 0.0008, "step": 14300 }, { "epoch": 83.77, "learning_rate": 2.9123076923076928e-06, "loss": 0.0002, "step": 14325 }, { "epoch": 83.92, "learning_rate": 2.89948717948718e-06, "loss": 0.0005, "step": 14350 }, { "epoch": 84.06, "learning_rate": 2.8866666666666673e-06, "loss": 0.0002, "step": 14375 }, { "epoch": 84.21, "learning_rate": 2.873846153846154e-06, "loss": 0.0006, "step": 14400 }, { "epoch": 84.36, "learning_rate": 2.8610256410256413e-06, "loss": 0.0003, "step": 14425 }, { "epoch": 84.5, "learning_rate": 2.848205128205128e-06, "loss": 0.0006, "step": 14450 }, { "epoch": 84.65, "learning_rate": 2.8353846153846154e-06, "loss": 0.0005, "step": 14475 }, { "epoch": 84.8, "learning_rate": 2.8225641025641027e-06, "loss": 0.0002, "step": 14500 }, { "epoch": 84.94, "learning_rate": 2.80974358974359e-06, "loss": 0.0004, "step": 14525 }, { "epoch": 85.09, "learning_rate": 2.796923076923077e-06, "loss": 0.0002, "step": 14550 }, { "epoch": 85.23, "learning_rate": 2.7841025641025644e-06, "loss": 0.0003, "step": 14575 }, { "epoch": 85.38, "learning_rate": 2.7712820512820516e-06, "loss": 0.0001, "step": 14600 }, { "epoch": 85.53, "learning_rate": 2.758461538461539e-06, "loss": 0.0006, "step": 14625 }, { "epoch": 85.67, "learning_rate": 2.745641025641026e-06, "loss": 0.0004, "step": 14650 }, { "epoch": 85.82, "learning_rate": 2.7328205128205134e-06, "loss": 0.0005, "step": 14675 }, { "epoch": 85.96, "learning_rate": 2.7200000000000002e-06, "loss": 0.0002, "step": 14700 }, { "epoch": 86.11, "learning_rate": 2.7071794871794875e-06, "loss": 0.0003, "step": 14725 }, { "epoch": 86.26, "learning_rate": 2.6943589743589743e-06, "loss": 0.0001, "step": 14750 }, { "epoch": 86.4, "learning_rate": 2.6815384615384615e-06, "loss": 0.0004, "step": 14775 }, { "epoch": 86.55, "learning_rate": 2.6687179487179488e-06, "loss": 0.0002, "step": 14800 }, { "epoch": 86.7, "learning_rate": 2.6564102564102566e-06, "loss": 0.0003, "step": 14825 }, { "epoch": 86.84, "learning_rate": 2.643589743589744e-06, "loss": 0.0001, "step": 14850 }, { "epoch": 86.99, "learning_rate": 2.630769230769231e-06, "loss": 0.0001, "step": 14875 }, { "epoch": 87.13, "learning_rate": 2.6179487179487184e-06, "loss": 0.0001, "step": 14900 }, { "epoch": 87.28, "learning_rate": 2.605128205128205e-06, "loss": 0.0001, "step": 14925 }, { "epoch": 87.43, "learning_rate": 2.5923076923076924e-06, "loss": 0.0002, "step": 14950 }, { "epoch": 87.57, "learning_rate": 2.5794871794871797e-06, "loss": 0.0001, "step": 14975 }, { "epoch": 87.72, "learning_rate": 2.566666666666667e-06, "loss": 0.0001, "step": 15000 }, { "epoch": 87.72, "eval_loss": 0.40570446848869324, "eval_runtime": 1430.9463, "eval_samples_per_second": 4.606, "eval_steps_per_second": 0.288, "eval_wer": 13.457857301174716, "step": 15000 }, { "epoch": 87.87, "learning_rate": 2.5538461538461538e-06, "loss": 0.0001, "step": 15025 }, { "epoch": 88.01, "learning_rate": 2.541025641025641e-06, "loss": 0.0003, "step": 15050 }, { "epoch": 88.16, "learning_rate": 2.5282051282051283e-06, "loss": 0.0002, "step": 15075 }, { "epoch": 88.3, "learning_rate": 2.5153846153846155e-06, "loss": 0.0002, "step": 15100 }, { "epoch": 88.45, "learning_rate": 2.5025641025641028e-06, "loss": 0.0002, "step": 15125 }, { "epoch": 88.6, "learning_rate": 2.48974358974359e-06, "loss": 0.0002, "step": 15150 }, { "epoch": 88.74, "learning_rate": 2.4769230769230773e-06, "loss": 0.0001, "step": 15175 }, { "epoch": 88.89, "learning_rate": 2.464102564102564e-06, "loss": 0.0002, "step": 15200 }, { "epoch": 89.04, "learning_rate": 2.4512820512820513e-06, "loss": 0.0003, "step": 15225 }, { "epoch": 89.18, "learning_rate": 2.4384615384615386e-06, "loss": 0.0002, "step": 15250 }, { "epoch": 89.33, "learning_rate": 2.425641025641026e-06, "loss": 0.0002, "step": 15275 }, { "epoch": 89.47, "learning_rate": 2.412820512820513e-06, "loss": 0.0003, "step": 15300 }, { "epoch": 89.62, "learning_rate": 2.4000000000000003e-06, "loss": 0.0002, "step": 15325 }, { "epoch": 89.77, "learning_rate": 2.387179487179487e-06, "loss": 0.0001, "step": 15350 }, { "epoch": 89.91, "learning_rate": 2.3743589743589744e-06, "loss": 0.0003, "step": 15375 }, { "epoch": 90.06, "learning_rate": 2.3615384615384616e-06, "loss": 0.0001, "step": 15400 }, { "epoch": 90.2, "learning_rate": 2.348717948717949e-06, "loss": 0.0002, "step": 15425 }, { "epoch": 90.35, "learning_rate": 2.335897435897436e-06, "loss": 0.0002, "step": 15450 }, { "epoch": 90.5, "learning_rate": 2.3230769230769234e-06, "loss": 0.0002, "step": 15475 }, { "epoch": 90.64, "learning_rate": 2.31025641025641e-06, "loss": 0.0002, "step": 15500 }, { "epoch": 90.79, "learning_rate": 2.2974358974358975e-06, "loss": 0.0001, "step": 15525 }, { "epoch": 90.94, "learning_rate": 2.2846153846153847e-06, "loss": 0.0001, "step": 15550 }, { "epoch": 91.08, "learning_rate": 2.271794871794872e-06, "loss": 0.0001, "step": 15575 }, { "epoch": 91.23, "learning_rate": 2.258974358974359e-06, "loss": 0.0003, "step": 15600 }, { "epoch": 91.37, "learning_rate": 2.2461538461538464e-06, "loss": 0.0002, "step": 15625 }, { "epoch": 91.52, "learning_rate": 2.2333333333333333e-06, "loss": 0.0002, "step": 15650 }, { "epoch": 91.67, "learning_rate": 2.2205128205128205e-06, "loss": 0.0001, "step": 15675 }, { "epoch": 91.81, "learning_rate": 2.2076923076923078e-06, "loss": 0.0003, "step": 15700 }, { "epoch": 91.96, "learning_rate": 2.194871794871795e-06, "loss": 0.0005, "step": 15725 }, { "epoch": 92.11, "learning_rate": 2.1820512820512823e-06, "loss": 0.0001, "step": 15750 }, { "epoch": 92.25, "learning_rate": 2.1692307692307695e-06, "loss": 0.0001, "step": 15775 }, { "epoch": 92.4, "learning_rate": 2.1564102564102563e-06, "loss": 0.0002, "step": 15800 }, { "epoch": 92.54, "learning_rate": 2.1435897435897436e-06, "loss": 0.0001, "step": 15825 }, { "epoch": 92.69, "learning_rate": 2.130769230769231e-06, "loss": 0.0001, "step": 15850 }, { "epoch": 92.84, "learning_rate": 2.117948717948718e-06, "loss": 0.0001, "step": 15875 }, { "epoch": 92.98, "learning_rate": 2.1051282051282053e-06, "loss": 0.0001, "step": 15900 }, { "epoch": 93.13, "learning_rate": 2.0923076923076926e-06, "loss": 0.0001, "step": 15925 }, { "epoch": 93.27, "learning_rate": 2.0794871794871794e-06, "loss": 0.0002, "step": 15950 }, { "epoch": 93.42, "learning_rate": 2.0666666666666666e-06, "loss": 0.0001, "step": 15975 }, { "epoch": 93.57, "learning_rate": 2.053846153846154e-06, "loss": 0.0008, "step": 16000 }, { "epoch": 93.57, "eval_loss": 0.4119240939617157, "eval_runtime": 1431.8205, "eval_samples_per_second": 4.603, "eval_steps_per_second": 0.288, "eval_wer": 13.274496766003749, "step": 16000 }, { "epoch": 93.71, "learning_rate": 2.041025641025641e-06, "loss": 0.0002, "step": 16025 }, { "epoch": 93.86, "learning_rate": 2.0282051282051284e-06, "loss": 0.0003, "step": 16050 }, { "epoch": 94.01, "learning_rate": 2.0153846153846156e-06, "loss": 0.0002, "step": 16075 }, { "epoch": 94.15, "learning_rate": 2.0025641025641025e-06, "loss": 0.0002, "step": 16100 }, { "epoch": 94.3, "learning_rate": 1.9897435897435897e-06, "loss": 0.0002, "step": 16125 }, { "epoch": 94.44, "learning_rate": 1.976923076923077e-06, "loss": 0.0003, "step": 16150 }, { "epoch": 94.59, "learning_rate": 1.964102564102564e-06, "loss": 0.0003, "step": 16175 }, { "epoch": 94.74, "learning_rate": 1.9512820512820515e-06, "loss": 0.0001, "step": 16200 }, { "epoch": 94.88, "learning_rate": 1.9384615384615387e-06, "loss": 0.0003, "step": 16225 }, { "epoch": 95.03, "learning_rate": 1.9256410256410255e-06, "loss": 0.0001, "step": 16250 }, { "epoch": 95.18, "learning_rate": 1.9128205128205128e-06, "loss": 0.0002, "step": 16275 }, { "epoch": 95.32, "learning_rate": 1.9000000000000002e-06, "loss": 0.0001, "step": 16300 }, { "epoch": 95.47, "learning_rate": 1.8871794871794875e-06, "loss": 0.0001, "step": 16325 }, { "epoch": 95.61, "learning_rate": 1.8743589743589747e-06, "loss": 0.0001, "step": 16350 }, { "epoch": 95.76, "learning_rate": 1.8615384615384616e-06, "loss": 0.0001, "step": 16375 }, { "epoch": 95.91, "learning_rate": 1.8487179487179488e-06, "loss": 0.0001, "step": 16400 }, { "epoch": 96.05, "learning_rate": 1.8364102564102564e-06, "loss": 0.0001, "step": 16425 }, { "epoch": 96.2, "learning_rate": 1.8235897435897437e-06, "loss": 0.0001, "step": 16450 }, { "epoch": 96.35, "learning_rate": 1.810769230769231e-06, "loss": 0.0004, "step": 16475 }, { "epoch": 96.49, "learning_rate": 1.7979487179487182e-06, "loss": 0.0002, "step": 16500 }, { "epoch": 96.64, "learning_rate": 1.7851282051282054e-06, "loss": 0.0001, "step": 16525 }, { "epoch": 96.78, "learning_rate": 1.7723076923076922e-06, "loss": 0.0001, "step": 16550 }, { "epoch": 96.93, "learning_rate": 1.7594871794871795e-06, "loss": 0.0002, "step": 16575 }, { "epoch": 97.08, "learning_rate": 1.7466666666666667e-06, "loss": 0.0001, "step": 16600 }, { "epoch": 97.22, "learning_rate": 1.733846153846154e-06, "loss": 0.0001, "step": 16625 }, { "epoch": 97.37, "learning_rate": 1.7210256410256412e-06, "loss": 0.0001, "step": 16650 }, { "epoch": 97.51, "learning_rate": 1.7082051282051285e-06, "loss": 0.0001, "step": 16675 }, { "epoch": 97.66, "learning_rate": 1.6953846153846153e-06, "loss": 0.0001, "step": 16700 }, { "epoch": 97.81, "learning_rate": 1.6825641025641026e-06, "loss": 0.0001, "step": 16725 }, { "epoch": 97.95, "learning_rate": 1.6697435897435898e-06, "loss": 0.0001, "step": 16750 }, { "epoch": 98.1, "learning_rate": 1.656923076923077e-06, "loss": 0.0001, "step": 16775 }, { "epoch": 98.25, "learning_rate": 1.6441025641025643e-06, "loss": 0.0002, "step": 16800 }, { "epoch": 98.39, "learning_rate": 1.6312820512820516e-06, "loss": 0.0001, "step": 16825 }, { "epoch": 98.54, "learning_rate": 1.6184615384615384e-06, "loss": 0.0001, "step": 16850 }, { "epoch": 98.68, "learning_rate": 1.6056410256410256e-06, "loss": 0.0002, "step": 16875 }, { "epoch": 98.83, "learning_rate": 1.5928205128205129e-06, "loss": 0.0002, "step": 16900 }, { "epoch": 98.98, "learning_rate": 1.5800000000000001e-06, "loss": 0.0001, "step": 16925 }, { "epoch": 99.12, "learning_rate": 1.5671794871794874e-06, "loss": 0.0001, "step": 16950 }, { "epoch": 99.27, "learning_rate": 1.5543589743589746e-06, "loss": 0.0004, "step": 16975 }, { "epoch": 99.42, "learning_rate": 1.5415384615384614e-06, "loss": 0.0001, "step": 17000 }, { "epoch": 99.42, "eval_loss": 0.42030245065689087, "eval_runtime": 1429.9307, "eval_samples_per_second": 4.609, "eval_steps_per_second": 0.288, "eval_wer": 13.17173426827057, "step": 17000 }, { "epoch": 99.56, "learning_rate": 1.5287179487179487e-06, "loss": 0.0002, "step": 17025 }, { "epoch": 99.71, "learning_rate": 1.515897435897436e-06, "loss": 0.0001, "step": 17050 }, { "epoch": 99.85, "learning_rate": 1.5030769230769232e-06, "loss": 0.0002, "step": 17075 }, { "epoch": 100.0, "learning_rate": 1.4902564102564104e-06, "loss": 0.0002, "step": 17100 }, { "epoch": 100.15, "learning_rate": 1.4774358974358977e-06, "loss": 0.0003, "step": 17125 }, { "epoch": 100.29, "learning_rate": 1.4646153846153845e-06, "loss": 0.0002, "step": 17150 }, { "epoch": 100.44, "learning_rate": 1.4517948717948718e-06, "loss": 0.0002, "step": 17175 }, { "epoch": 100.58, "learning_rate": 1.438974358974359e-06, "loss": 0.0001, "step": 17200 }, { "epoch": 100.73, "learning_rate": 1.4261538461538462e-06, "loss": 0.0002, "step": 17225 }, { "epoch": 100.88, "learning_rate": 1.4133333333333335e-06, "loss": 0.0002, "step": 17250 }, { "epoch": 101.02, "learning_rate": 1.4005128205128207e-06, "loss": 0.0002, "step": 17275 }, { "epoch": 101.17, "learning_rate": 1.3876923076923076e-06, "loss": 0.0004, "step": 17300 }, { "epoch": 101.32, "learning_rate": 1.3748717948717948e-06, "loss": 0.0001, "step": 17325 }, { "epoch": 101.46, "learning_rate": 1.362051282051282e-06, "loss": 0.0001, "step": 17350 }, { "epoch": 101.61, "learning_rate": 1.3492307692307693e-06, "loss": 0.0002, "step": 17375 }, { "epoch": 101.75, "learning_rate": 1.3364102564102566e-06, "loss": 0.0001, "step": 17400 }, { "epoch": 101.9, "learning_rate": 1.3235897435897438e-06, "loss": 0.0001, "step": 17425 }, { "epoch": 102.05, "learning_rate": 1.3107692307692308e-06, "loss": 0.0001, "step": 17450 }, { "epoch": 102.19, "learning_rate": 1.2979487179487179e-06, "loss": 0.0002, "step": 17475 }, { "epoch": 102.34, "learning_rate": 1.2851282051282051e-06, "loss": 0.0001, "step": 17500 }, { "epoch": 102.49, "learning_rate": 1.2723076923076924e-06, "loss": 0.0001, "step": 17525 }, { "epoch": 102.63, "learning_rate": 1.2594871794871796e-06, "loss": 0.0001, "step": 17550 }, { "epoch": 102.78, "learning_rate": 1.2466666666666667e-06, "loss": 0.0001, "step": 17575 }, { "epoch": 102.92, "learning_rate": 1.233846153846154e-06, "loss": 0.0001, "step": 17600 }, { "epoch": 103.07, "learning_rate": 1.2210256410256412e-06, "loss": 0.0001, "step": 17625 }, { "epoch": 103.22, "learning_rate": 1.2082051282051282e-06, "loss": 0.0001, "step": 17650 }, { "epoch": 103.36, "learning_rate": 1.1953846153846154e-06, "loss": 0.0001, "step": 17675 }, { "epoch": 103.51, "learning_rate": 1.1825641025641027e-06, "loss": 0.0001, "step": 17700 }, { "epoch": 103.65, "learning_rate": 1.1697435897435897e-06, "loss": 0.0001, "step": 17725 }, { "epoch": 103.8, "learning_rate": 1.156923076923077e-06, "loss": 0.0001, "step": 17750 }, { "epoch": 103.95, "learning_rate": 1.1441025641025642e-06, "loss": 0.0001, "step": 17775 }, { "epoch": 104.09, "learning_rate": 1.1312820512820513e-06, "loss": 0.0001, "step": 17800 }, { "epoch": 104.24, "learning_rate": 1.1184615384615385e-06, "loss": 0.0001, "step": 17825 }, { "epoch": 104.39, "learning_rate": 1.1056410256410258e-06, "loss": 0.0003, "step": 17850 }, { "epoch": 104.53, "learning_rate": 1.0928205128205128e-06, "loss": 0.0001, "step": 17875 }, { "epoch": 104.68, "learning_rate": 1.0805128205128206e-06, "loss": 0.0003, "step": 17900 }, { "epoch": 104.82, "learning_rate": 1.0676923076923079e-06, "loss": 0.0001, "step": 17925 }, { "epoch": 104.97, "learning_rate": 1.054871794871795e-06, "loss": 0.0001, "step": 17950 }, { "epoch": 105.12, "learning_rate": 1.0420512820512822e-06, "loss": 0.0001, "step": 17975 }, { "epoch": 105.26, "learning_rate": 1.0292307692307694e-06, "loss": 0.0001, "step": 18000 }, { "epoch": 105.26, "eval_loss": 0.41656923294067383, "eval_runtime": 1428.2992, "eval_samples_per_second": 4.615, "eval_steps_per_second": 0.288, "eval_wer": 13.097181083640614, "step": 18000 }, { "epoch": 105.41, "learning_rate": 1.0164102564102564e-06, "loss": 0.0003, "step": 18025 }, { "epoch": 105.56, "learning_rate": 1.0035897435897437e-06, "loss": 0.0001, "step": 18050 }, { "epoch": 105.7, "learning_rate": 9.90769230769231e-07, "loss": 0.0001, "step": 18075 }, { "epoch": 105.85, "learning_rate": 9.77948717948718e-07, "loss": 0.0001, "step": 18100 }, { "epoch": 105.99, "learning_rate": 9.651282051282052e-07, "loss": 0.0001, "step": 18125 }, { "epoch": 106.14, "learning_rate": 9.523076923076924e-07, "loss": 0.0001, "step": 18150 }, { "epoch": 106.29, "learning_rate": 9.394871794871796e-07, "loss": 0.0001, "step": 18175 }, { "epoch": 106.43, "learning_rate": 9.266666666666667e-07, "loss": 0.0002, "step": 18200 }, { "epoch": 106.58, "learning_rate": 9.138461538461539e-07, "loss": 0.0001, "step": 18225 }, { "epoch": 106.73, "learning_rate": 9.010256410256411e-07, "loss": 0.0001, "step": 18250 }, { "epoch": 106.87, "learning_rate": 8.882051282051282e-07, "loss": 0.0001, "step": 18275 }, { "epoch": 107.02, "learning_rate": 8.753846153846154e-07, "loss": 0.0001, "step": 18300 }, { "epoch": 107.16, "learning_rate": 8.625641025641027e-07, "loss": 0.0001, "step": 18325 }, { "epoch": 107.31, "learning_rate": 8.497435897435897e-07, "loss": 0.0003, "step": 18350 }, { "epoch": 107.46, "learning_rate": 8.36923076923077e-07, "loss": 0.0001, "step": 18375 }, { "epoch": 107.6, "learning_rate": 8.241025641025642e-07, "loss": 0.0001, "step": 18400 }, { "epoch": 107.75, "learning_rate": 8.112820512820512e-07, "loss": 0.0001, "step": 18425 }, { "epoch": 107.89, "learning_rate": 7.984615384615385e-07, "loss": 0.0001, "step": 18450 }, { "epoch": 108.04, "learning_rate": 7.856410256410257e-07, "loss": 0.0001, "step": 18475 }, { "epoch": 108.19, "learning_rate": 7.728205128205128e-07, "loss": 0.0001, "step": 18500 }, { "epoch": 108.33, "learning_rate": 7.6e-07, "loss": 0.0001, "step": 18525 }, { "epoch": 108.48, "learning_rate": 7.471794871794873e-07, "loss": 0.0001, "step": 18550 }, { "epoch": 108.63, "learning_rate": 7.343589743589743e-07, "loss": 0.0001, "step": 18575 }, { "epoch": 108.77, "learning_rate": 7.215384615384616e-07, "loss": 0.0001, "step": 18600 }, { "epoch": 108.92, "learning_rate": 7.087179487179488e-07, "loss": 0.0, "step": 18625 }, { "epoch": 109.06, "learning_rate": 6.958974358974358e-07, "loss": 0.0001, "step": 18650 }, { "epoch": 109.21, "learning_rate": 6.830769230769231e-07, "loss": 0.0001, "step": 18675 }, { "epoch": 109.36, "learning_rate": 6.702564102564103e-07, "loss": 0.0001, "step": 18700 }, { "epoch": 109.5, "learning_rate": 6.574358974358976e-07, "loss": 0.0001, "step": 18725 }, { "epoch": 109.65, "learning_rate": 6.446153846153846e-07, "loss": 0.0, "step": 18750 }, { "epoch": 109.8, "learning_rate": 6.317948717948719e-07, "loss": 0.0001, "step": 18775 }, { "epoch": 109.94, "learning_rate": 6.18974358974359e-07, "loss": 0.0001, "step": 18800 }, { "epoch": 110.09, "learning_rate": 6.061538461538462e-07, "loss": 0.0001, "step": 18825 }, { "epoch": 110.23, "learning_rate": 5.933333333333334e-07, "loss": 0.0001, "step": 18850 }, { "epoch": 110.38, "learning_rate": 5.805128205128205e-07, "loss": 0.0, "step": 18875 }, { "epoch": 110.53, "learning_rate": 5.676923076923077e-07, "loss": 0.0001, "step": 18900 }, { "epoch": 110.67, "learning_rate": 5.548717948717949e-07, "loss": 0.0001, "step": 18925 }, { "epoch": 110.82, "learning_rate": 5.420512820512821e-07, "loss": 0.0, "step": 18950 }, { "epoch": 110.96, "learning_rate": 5.292307692307692e-07, "loss": 0.0001, "step": 18975 }, { "epoch": 111.11, "learning_rate": 5.164102564102565e-07, "loss": 0.0001, "step": 19000 }, { "epoch": 111.11, "eval_loss": 0.42425432801246643, "eval_runtime": 1427.3017, "eval_samples_per_second": 4.618, "eval_steps_per_second": 0.289, "eval_wer": 13.04479235930605, "step": 19000 }, { "epoch": 111.26, "learning_rate": 5.035897435897436e-07, "loss": 0.0, "step": 19025 }, { "epoch": 111.4, "learning_rate": 4.907692307692308e-07, "loss": 0.0001, "step": 19050 }, { "epoch": 111.55, "learning_rate": 4.77948717948718e-07, "loss": 0.0001, "step": 19075 }, { "epoch": 111.7, "learning_rate": 4.6512820512820514e-07, "loss": 0.0, "step": 19100 }, { "epoch": 111.84, "learning_rate": 4.523076923076924e-07, "loss": 0.0001, "step": 19125 }, { "epoch": 111.99, "learning_rate": 4.3948717948717953e-07, "loss": 0.0, "step": 19150 }, { "epoch": 112.13, "learning_rate": 4.266666666666667e-07, "loss": 0.0, "step": 19175 }, { "epoch": 112.28, "learning_rate": 4.138461538461539e-07, "loss": 0.0001, "step": 19200 }, { "epoch": 112.43, "learning_rate": 4.0102564102564107e-07, "loss": 0.0002, "step": 19225 }, { "epoch": 112.57, "learning_rate": 3.882051282051282e-07, "loss": 0.0001, "step": 19250 }, { "epoch": 112.72, "learning_rate": 3.7538461538461546e-07, "loss": 0.0001, "step": 19275 }, { "epoch": 112.87, "learning_rate": 3.625641025641026e-07, "loss": 0.0001, "step": 19300 }, { "epoch": 113.01, "learning_rate": 3.4974358974358974e-07, "loss": 0.0001, "step": 19325 }, { "epoch": 113.16, "learning_rate": 3.36923076923077e-07, "loss": 0.0001, "step": 19350 }, { "epoch": 113.3, "learning_rate": 3.2410256410256413e-07, "loss": 0.0, "step": 19375 }, { "epoch": 113.45, "learning_rate": 3.112820512820513e-07, "loss": 0.0001, "step": 19400 }, { "epoch": 113.6, "learning_rate": 2.9846153846153847e-07, "loss": 0.0, "step": 19425 }, { "epoch": 113.74, "learning_rate": 2.8564102564102566e-07, "loss": 0.0001, "step": 19450 }, { "epoch": 113.89, "learning_rate": 2.7282051282051286e-07, "loss": 0.0, "step": 19475 }, { "epoch": 114.04, "learning_rate": 2.6e-07, "loss": 0.0001, "step": 19500 }, { "epoch": 114.18, "learning_rate": 2.471794871794872e-07, "loss": 0.0, "step": 19525 }, { "epoch": 114.33, "learning_rate": 2.343589743589744e-07, "loss": 0.0, "step": 19550 }, { "epoch": 114.47, "learning_rate": 2.2153846153846153e-07, "loss": 0.0001, "step": 19575 }, { "epoch": 114.62, "learning_rate": 2.0871794871794873e-07, "loss": 0.0001, "step": 19600 }, { "epoch": 114.77, "learning_rate": 1.9589743589743592e-07, "loss": 0.0, "step": 19625 }, { "epoch": 114.91, "learning_rate": 1.8307692307692306e-07, "loss": 0.0001, "step": 19650 }, { "epoch": 115.06, "learning_rate": 1.7025641025641026e-07, "loss": 0.0, "step": 19675 }, { "epoch": 115.2, "learning_rate": 1.5743589743589745e-07, "loss": 0.0001, "step": 19700 }, { "epoch": 115.35, "learning_rate": 1.4461538461538462e-07, "loss": 0.0001, "step": 19725 }, { "epoch": 115.5, "learning_rate": 1.317948717948718e-07, "loss": 0.0, "step": 19750 }, { "epoch": 115.64, "learning_rate": 1.1897435897435898e-07, "loss": 0.0, "step": 19775 }, { "epoch": 115.79, "learning_rate": 1.0615384615384615e-07, "loss": 0.0001, "step": 19800 }, { "epoch": 115.94, "learning_rate": 9.333333333333335e-08, "loss": 0.0, "step": 19825 }, { "epoch": 116.08, "learning_rate": 8.051282051282052e-08, "loss": 0.0001, "step": 19850 }, { "epoch": 116.23, "learning_rate": 6.76923076923077e-08, "loss": 0.0003, "step": 19875 }, { "epoch": 116.37, "learning_rate": 5.4871794871794874e-08, "loss": 0.0001, "step": 19900 }, { "epoch": 116.52, "learning_rate": 4.2051282051282056e-08, "loss": 0.0001, "step": 19925 }, { "epoch": 116.67, "learning_rate": 2.9230769230769234e-08, "loss": 0.0, "step": 19950 }, { "epoch": 116.81, "learning_rate": 1.641025641025641e-08, "loss": 0.0, "step": 19975 }, { "epoch": 116.96, "learning_rate": 3.5897435897435903e-09, "loss": 0.0, "step": 20000 }, { "epoch": 116.96, "eval_loss": 0.4229063093662262, "eval_runtime": 1433.9128, "eval_samples_per_second": 4.597, "eval_steps_per_second": 0.287, "eval_wer": 13.167704366398677, "step": 20000 }, { "epoch": 116.96, "step": 20000, "total_flos": 2.711255422825263e+21, "train_loss": 0.023442575373809085, "train_runtime": 144057.814, "train_samples_per_second": 8.885, "train_steps_per_second": 0.139 } ], "logging_steps": 25, "max_steps": 20000, "num_input_tokens_seen": 0, "num_train_epochs": 117, "save_steps": 1000, "total_flos": 2.711255422825263e+21, "train_batch_size": 32, "trial_name": null, "trial_params": null }