| { | |
| "best_metric": 5.919405544441269, | |
| "best_model_checkpoint": "./checkpoint-18000", | |
| "epoch": 39.0625, | |
| "eval_steps": 1000, | |
| "global_step": 20000, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.05, | |
| "learning_rate": 5.000000000000001e-07, | |
| "loss": 0.7211, | |
| "step": 25 | |
| }, | |
| { | |
| "epoch": 0.1, | |
| "learning_rate": 1.0000000000000002e-06, | |
| "loss": 0.3652, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 0.15, | |
| "learning_rate": 1.5e-06, | |
| "loss": 0.1882, | |
| "step": 75 | |
| }, | |
| { | |
| "epoch": 0.2, | |
| "learning_rate": 2.0000000000000003e-06, | |
| "loss": 0.1748, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 0.24, | |
| "learning_rate": 2.5e-06, | |
| "loss": 0.1762, | |
| "step": 125 | |
| }, | |
| { | |
| "epoch": 0.29, | |
| "learning_rate": 3e-06, | |
| "loss": 0.1548, | |
| "step": 150 | |
| }, | |
| { | |
| "epoch": 0.34, | |
| "learning_rate": 3.5e-06, | |
| "loss": 0.1513, | |
| "step": 175 | |
| }, | |
| { | |
| "epoch": 0.39, | |
| "learning_rate": 4.000000000000001e-06, | |
| "loss": 0.1558, | |
| "step": 200 | |
| }, | |
| { | |
| "epoch": 0.44, | |
| "learning_rate": 4.5e-06, | |
| "loss": 0.1383, | |
| "step": 225 | |
| }, | |
| { | |
| "epoch": 0.49, | |
| "learning_rate": 5e-06, | |
| "loss": 0.1368, | |
| "step": 250 | |
| }, | |
| { | |
| "epoch": 0.54, | |
| "learning_rate": 5.500000000000001e-06, | |
| "loss": 0.1452, | |
| "step": 275 | |
| }, | |
| { | |
| "epoch": 0.59, | |
| "learning_rate": 6e-06, | |
| "loss": 0.1499, | |
| "step": 300 | |
| }, | |
| { | |
| "epoch": 0.63, | |
| "learning_rate": 6.5000000000000004e-06, | |
| "loss": 0.135, | |
| "step": 325 | |
| }, | |
| { | |
| "epoch": 0.68, | |
| "learning_rate": 7e-06, | |
| "loss": 0.1395, | |
| "step": 350 | |
| }, | |
| { | |
| "epoch": 0.73, | |
| "learning_rate": 7.500000000000001e-06, | |
| "loss": 0.1371, | |
| "step": 375 | |
| }, | |
| { | |
| "epoch": 0.78, | |
| "learning_rate": 8.000000000000001e-06, | |
| "loss": 0.1437, | |
| "step": 400 | |
| }, | |
| { | |
| "epoch": 0.83, | |
| "learning_rate": 8.5e-06, | |
| "loss": 0.1421, | |
| "step": 425 | |
| }, | |
| { | |
| "epoch": 0.88, | |
| "learning_rate": 9e-06, | |
| "loss": 0.1363, | |
| "step": 450 | |
| }, | |
| { | |
| "epoch": 0.93, | |
| "learning_rate": 9.5e-06, | |
| "loss": 0.1439, | |
| "step": 475 | |
| }, | |
| { | |
| "epoch": 0.98, | |
| "learning_rate": 1e-05, | |
| "loss": 0.1335, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 1.03, | |
| "learning_rate": 9.987179487179488e-06, | |
| "loss": 0.1194, | |
| "step": 525 | |
| }, | |
| { | |
| "epoch": 1.07, | |
| "learning_rate": 9.974358974358974e-06, | |
| "loss": 0.0915, | |
| "step": 550 | |
| }, | |
| { | |
| "epoch": 1.12, | |
| "learning_rate": 9.961538461538463e-06, | |
| "loss": 0.0911, | |
| "step": 575 | |
| }, | |
| { | |
| "epoch": 1.17, | |
| "learning_rate": 9.94871794871795e-06, | |
| "loss": 0.0905, | |
| "step": 600 | |
| }, | |
| { | |
| "epoch": 1.22, | |
| "learning_rate": 9.935897435897437e-06, | |
| "loss": 0.0909, | |
| "step": 625 | |
| }, | |
| { | |
| "epoch": 1.27, | |
| "learning_rate": 9.923076923076923e-06, | |
| "loss": 0.0907, | |
| "step": 650 | |
| }, | |
| { | |
| "epoch": 1.32, | |
| "learning_rate": 9.910256410256412e-06, | |
| "loss": 0.0966, | |
| "step": 675 | |
| }, | |
| { | |
| "epoch": 1.37, | |
| "learning_rate": 9.897435897435899e-06, | |
| "loss": 0.0894, | |
| "step": 700 | |
| }, | |
| { | |
| "epoch": 1.42, | |
| "learning_rate": 9.884615384615386e-06, | |
| "loss": 0.095, | |
| "step": 725 | |
| }, | |
| { | |
| "epoch": 1.46, | |
| "learning_rate": 9.871794871794872e-06, | |
| "loss": 0.0926, | |
| "step": 750 | |
| }, | |
| { | |
| "epoch": 1.51, | |
| "learning_rate": 9.858974358974361e-06, | |
| "loss": 0.096, | |
| "step": 775 | |
| }, | |
| { | |
| "epoch": 1.56, | |
| "learning_rate": 9.846153846153848e-06, | |
| "loss": 0.0969, | |
| "step": 800 | |
| }, | |
| { | |
| "epoch": 1.61, | |
| "learning_rate": 9.833333333333333e-06, | |
| "loss": 0.0895, | |
| "step": 825 | |
| }, | |
| { | |
| "epoch": 1.66, | |
| "learning_rate": 9.820512820512821e-06, | |
| "loss": 0.0903, | |
| "step": 850 | |
| }, | |
| { | |
| "epoch": 1.71, | |
| "learning_rate": 9.807692307692308e-06, | |
| "loss": 0.0909, | |
| "step": 875 | |
| }, | |
| { | |
| "epoch": 1.76, | |
| "learning_rate": 9.794871794871795e-06, | |
| "loss": 0.0923, | |
| "step": 900 | |
| }, | |
| { | |
| "epoch": 1.81, | |
| "learning_rate": 9.782051282051282e-06, | |
| "loss": 0.0987, | |
| "step": 925 | |
| }, | |
| { | |
| "epoch": 1.86, | |
| "learning_rate": 9.76923076923077e-06, | |
| "loss": 0.0933, | |
| "step": 950 | |
| }, | |
| { | |
| "epoch": 1.9, | |
| "learning_rate": 9.756410256410257e-06, | |
| "loss": 0.0941, | |
| "step": 975 | |
| }, | |
| { | |
| "epoch": 1.95, | |
| "learning_rate": 9.743589743589744e-06, | |
| "loss": 0.0988, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 1.95, | |
| "eval_loss": 0.1487419754266739, | |
| "eval_runtime": 3542.1773, | |
| "eval_samples_per_second": 4.624, | |
| "eval_steps_per_second": 0.289, | |
| "eval_wer": 6.561874821377536, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "learning_rate": 9.730769230769231e-06, | |
| "loss": 0.0942, | |
| "step": 1025 | |
| }, | |
| { | |
| "epoch": 2.05, | |
| "learning_rate": 9.71794871794872e-06, | |
| "loss": 0.0409, | |
| "step": 1050 | |
| }, | |
| { | |
| "epoch": 2.1, | |
| "learning_rate": 9.705128205128206e-06, | |
| "loss": 0.0408, | |
| "step": 1075 | |
| }, | |
| { | |
| "epoch": 2.15, | |
| "learning_rate": 9.692307692307693e-06, | |
| "loss": 0.0415, | |
| "step": 1100 | |
| }, | |
| { | |
| "epoch": 2.2, | |
| "learning_rate": 9.67948717948718e-06, | |
| "loss": 0.0483, | |
| "step": 1125 | |
| }, | |
| { | |
| "epoch": 2.25, | |
| "learning_rate": 9.666666666666667e-06, | |
| "loss": 0.0427, | |
| "step": 1150 | |
| }, | |
| { | |
| "epoch": 2.29, | |
| "learning_rate": 9.653846153846155e-06, | |
| "loss": 0.0509, | |
| "step": 1175 | |
| }, | |
| { | |
| "epoch": 2.34, | |
| "learning_rate": 9.641025641025642e-06, | |
| "loss": 0.0472, | |
| "step": 1200 | |
| }, | |
| { | |
| "epoch": 2.39, | |
| "learning_rate": 9.628205128205129e-06, | |
| "loss": 0.0455, | |
| "step": 1225 | |
| }, | |
| { | |
| "epoch": 2.44, | |
| "learning_rate": 9.615384615384616e-06, | |
| "loss": 0.044, | |
| "step": 1250 | |
| }, | |
| { | |
| "epoch": 2.49, | |
| "learning_rate": 9.602564102564104e-06, | |
| "loss": 0.046, | |
| "step": 1275 | |
| }, | |
| { | |
| "epoch": 2.54, | |
| "learning_rate": 9.589743589743591e-06, | |
| "loss": 0.043, | |
| "step": 1300 | |
| }, | |
| { | |
| "epoch": 2.59, | |
| "learning_rate": 9.576923076923078e-06, | |
| "loss": 0.0472, | |
| "step": 1325 | |
| }, | |
| { | |
| "epoch": 2.64, | |
| "learning_rate": 9.564102564102565e-06, | |
| "loss": 0.0447, | |
| "step": 1350 | |
| }, | |
| { | |
| "epoch": 2.69, | |
| "learning_rate": 9.551282051282053e-06, | |
| "loss": 0.0506, | |
| "step": 1375 | |
| }, | |
| { | |
| "epoch": 2.73, | |
| "learning_rate": 9.53846153846154e-06, | |
| "loss": 0.0473, | |
| "step": 1400 | |
| }, | |
| { | |
| "epoch": 2.78, | |
| "learning_rate": 9.525641025641025e-06, | |
| "loss": 0.0464, | |
| "step": 1425 | |
| }, | |
| { | |
| "epoch": 2.83, | |
| "learning_rate": 9.512820512820514e-06, | |
| "loss": 0.0439, | |
| "step": 1450 | |
| }, | |
| { | |
| "epoch": 2.88, | |
| "learning_rate": 9.5e-06, | |
| "loss": 0.0514, | |
| "step": 1475 | |
| }, | |
| { | |
| "epoch": 2.93, | |
| "learning_rate": 9.487179487179487e-06, | |
| "loss": 0.0479, | |
| "step": 1500 | |
| }, | |
| { | |
| "epoch": 2.98, | |
| "learning_rate": 9.474358974358974e-06, | |
| "loss": 0.0449, | |
| "step": 1525 | |
| }, | |
| { | |
| "epoch": 3.03, | |
| "learning_rate": 9.461538461538463e-06, | |
| "loss": 0.0339, | |
| "step": 1550 | |
| }, | |
| { | |
| "epoch": 3.08, | |
| "learning_rate": 9.44871794871795e-06, | |
| "loss": 0.0232, | |
| "step": 1575 | |
| }, | |
| { | |
| "epoch": 3.12, | |
| "learning_rate": 9.435897435897436e-06, | |
| "loss": 0.0213, | |
| "step": 1600 | |
| }, | |
| { | |
| "epoch": 3.17, | |
| "learning_rate": 9.423076923076923e-06, | |
| "loss": 0.0219, | |
| "step": 1625 | |
| }, | |
| { | |
| "epoch": 3.22, | |
| "learning_rate": 9.410256410256412e-06, | |
| "loss": 0.0251, | |
| "step": 1650 | |
| }, | |
| { | |
| "epoch": 3.27, | |
| "learning_rate": 9.397435897435899e-06, | |
| "loss": 0.0222, | |
| "step": 1675 | |
| }, | |
| { | |
| "epoch": 3.32, | |
| "learning_rate": 9.384615384615385e-06, | |
| "loss": 0.0232, | |
| "step": 1700 | |
| }, | |
| { | |
| "epoch": 3.37, | |
| "learning_rate": 9.371794871794872e-06, | |
| "loss": 0.0242, | |
| "step": 1725 | |
| }, | |
| { | |
| "epoch": 3.42, | |
| "learning_rate": 9.358974358974359e-06, | |
| "loss": 0.0229, | |
| "step": 1750 | |
| }, | |
| { | |
| "epoch": 3.47, | |
| "learning_rate": 9.346153846153847e-06, | |
| "loss": 0.0232, | |
| "step": 1775 | |
| }, | |
| { | |
| "epoch": 3.52, | |
| "learning_rate": 9.333333333333334e-06, | |
| "loss": 0.0254, | |
| "step": 1800 | |
| }, | |
| { | |
| "epoch": 3.56, | |
| "learning_rate": 9.320512820512821e-06, | |
| "loss": 0.0254, | |
| "step": 1825 | |
| }, | |
| { | |
| "epoch": 3.61, | |
| "learning_rate": 9.307692307692308e-06, | |
| "loss": 0.0231, | |
| "step": 1850 | |
| }, | |
| { | |
| "epoch": 3.66, | |
| "learning_rate": 9.294871794871796e-06, | |
| "loss": 0.0244, | |
| "step": 1875 | |
| }, | |
| { | |
| "epoch": 3.71, | |
| "learning_rate": 9.282051282051283e-06, | |
| "loss": 0.0231, | |
| "step": 1900 | |
| }, | |
| { | |
| "epoch": 3.76, | |
| "learning_rate": 9.26923076923077e-06, | |
| "loss": 0.0235, | |
| "step": 1925 | |
| }, | |
| { | |
| "epoch": 3.81, | |
| "learning_rate": 9.256410256410257e-06, | |
| "loss": 0.0234, | |
| "step": 1950 | |
| }, | |
| { | |
| "epoch": 3.86, | |
| "learning_rate": 9.243589743589745e-06, | |
| "loss": 0.0254, | |
| "step": 1975 | |
| }, | |
| { | |
| "epoch": 3.91, | |
| "learning_rate": 9.230769230769232e-06, | |
| "loss": 0.025, | |
| "step": 2000 | |
| }, | |
| { | |
| "epoch": 3.91, | |
| "eval_loss": 0.1675654947757721, | |
| "eval_runtime": 3504.3083, | |
| "eval_samples_per_second": 4.674, | |
| "eval_steps_per_second": 0.292, | |
| "eval_wer": 6.315518719634181, | |
| "step": 2000 | |
| }, | |
| { | |
| "epoch": 3.96, | |
| "learning_rate": 9.217948717948717e-06, | |
| "loss": 0.0296, | |
| "step": 2025 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "learning_rate": 9.205128205128206e-06, | |
| "loss": 0.0223, | |
| "step": 2050 | |
| }, | |
| { | |
| "epoch": 4.05, | |
| "learning_rate": 9.192307692307693e-06, | |
| "loss": 0.0128, | |
| "step": 2075 | |
| }, | |
| { | |
| "epoch": 4.1, | |
| "learning_rate": 9.17948717948718e-06, | |
| "loss": 0.0126, | |
| "step": 2100 | |
| }, | |
| { | |
| "epoch": 4.15, | |
| "learning_rate": 9.166666666666666e-06, | |
| "loss": 0.0134, | |
| "step": 2125 | |
| }, | |
| { | |
| "epoch": 4.2, | |
| "learning_rate": 9.153846153846155e-06, | |
| "loss": 0.0137, | |
| "step": 2150 | |
| }, | |
| { | |
| "epoch": 4.25, | |
| "learning_rate": 9.141025641025642e-06, | |
| "loss": 0.0142, | |
| "step": 2175 | |
| }, | |
| { | |
| "epoch": 4.3, | |
| "learning_rate": 9.128205128205129e-06, | |
| "loss": 0.0112, | |
| "step": 2200 | |
| }, | |
| { | |
| "epoch": 4.35, | |
| "learning_rate": 9.115384615384615e-06, | |
| "loss": 0.0123, | |
| "step": 2225 | |
| }, | |
| { | |
| "epoch": 4.39, | |
| "learning_rate": 9.102564102564104e-06, | |
| "loss": 0.013, | |
| "step": 2250 | |
| }, | |
| { | |
| "epoch": 4.44, | |
| "learning_rate": 9.08974358974359e-06, | |
| "loss": 0.0131, | |
| "step": 2275 | |
| }, | |
| { | |
| "epoch": 4.49, | |
| "learning_rate": 9.076923076923078e-06, | |
| "loss": 0.0132, | |
| "step": 2300 | |
| }, | |
| { | |
| "epoch": 4.54, | |
| "learning_rate": 9.064102564102564e-06, | |
| "loss": 0.0137, | |
| "step": 2325 | |
| }, | |
| { | |
| "epoch": 4.59, | |
| "learning_rate": 9.051282051282051e-06, | |
| "loss": 0.0151, | |
| "step": 2350 | |
| }, | |
| { | |
| "epoch": 4.64, | |
| "learning_rate": 9.03846153846154e-06, | |
| "loss": 0.0149, | |
| "step": 2375 | |
| }, | |
| { | |
| "epoch": 4.69, | |
| "learning_rate": 9.025641025641027e-06, | |
| "loss": 0.0152, | |
| "step": 2400 | |
| }, | |
| { | |
| "epoch": 4.74, | |
| "learning_rate": 9.012820512820513e-06, | |
| "loss": 0.0137, | |
| "step": 2425 | |
| }, | |
| { | |
| "epoch": 4.79, | |
| "learning_rate": 9e-06, | |
| "loss": 0.014, | |
| "step": 2450 | |
| }, | |
| { | |
| "epoch": 4.83, | |
| "learning_rate": 8.987179487179489e-06, | |
| "loss": 0.0138, | |
| "step": 2475 | |
| }, | |
| { | |
| "epoch": 4.88, | |
| "learning_rate": 8.974358974358976e-06, | |
| "loss": 0.0146, | |
| "step": 2500 | |
| }, | |
| { | |
| "epoch": 4.93, | |
| "learning_rate": 8.961538461538462e-06, | |
| "loss": 0.015, | |
| "step": 2525 | |
| }, | |
| { | |
| "epoch": 4.98, | |
| "learning_rate": 8.94871794871795e-06, | |
| "loss": 0.0159, | |
| "step": 2550 | |
| }, | |
| { | |
| "epoch": 5.03, | |
| "learning_rate": 8.935897435897438e-06, | |
| "loss": 0.011, | |
| "step": 2575 | |
| }, | |
| { | |
| "epoch": 5.08, | |
| "learning_rate": 8.923076923076925e-06, | |
| "loss": 0.0093, | |
| "step": 2600 | |
| }, | |
| { | |
| "epoch": 5.13, | |
| "learning_rate": 8.910256410256411e-06, | |
| "loss": 0.0087, | |
| "step": 2625 | |
| }, | |
| { | |
| "epoch": 5.18, | |
| "learning_rate": 8.897435897435898e-06, | |
| "loss": 0.0079, | |
| "step": 2650 | |
| }, | |
| { | |
| "epoch": 5.22, | |
| "learning_rate": 8.884615384615385e-06, | |
| "loss": 0.0084, | |
| "step": 2675 | |
| }, | |
| { | |
| "epoch": 5.27, | |
| "learning_rate": 8.871794871794872e-06, | |
| "loss": 0.0069, | |
| "step": 2700 | |
| }, | |
| { | |
| "epoch": 5.32, | |
| "learning_rate": 8.858974358974359e-06, | |
| "loss": 0.008, | |
| "step": 2725 | |
| }, | |
| { | |
| "epoch": 5.37, | |
| "learning_rate": 8.846153846153847e-06, | |
| "loss": 0.0081, | |
| "step": 2750 | |
| }, | |
| { | |
| "epoch": 5.42, | |
| "learning_rate": 8.833333333333334e-06, | |
| "loss": 0.0088, | |
| "step": 2775 | |
| }, | |
| { | |
| "epoch": 5.47, | |
| "learning_rate": 8.820512820512821e-06, | |
| "loss": 0.0096, | |
| "step": 2800 | |
| }, | |
| { | |
| "epoch": 5.52, | |
| "learning_rate": 8.807692307692308e-06, | |
| "loss": 0.01, | |
| "step": 2825 | |
| }, | |
| { | |
| "epoch": 5.57, | |
| "learning_rate": 8.794871794871796e-06, | |
| "loss": 0.0087, | |
| "step": 2850 | |
| }, | |
| { | |
| "epoch": 5.62, | |
| "learning_rate": 8.782051282051283e-06, | |
| "loss": 0.0087, | |
| "step": 2875 | |
| }, | |
| { | |
| "epoch": 5.66, | |
| "learning_rate": 8.76923076923077e-06, | |
| "loss": 0.0086, | |
| "step": 2900 | |
| }, | |
| { | |
| "epoch": 5.71, | |
| "learning_rate": 8.756410256410257e-06, | |
| "loss": 0.0081, | |
| "step": 2925 | |
| }, | |
| { | |
| "epoch": 5.76, | |
| "learning_rate": 8.743589743589743e-06, | |
| "loss": 0.0083, | |
| "step": 2950 | |
| }, | |
| { | |
| "epoch": 5.81, | |
| "learning_rate": 8.730769230769232e-06, | |
| "loss": 0.0087, | |
| "step": 2975 | |
| }, | |
| { | |
| "epoch": 5.86, | |
| "learning_rate": 8.717948717948719e-06, | |
| "loss": 0.0105, | |
| "step": 3000 | |
| }, | |
| { | |
| "epoch": 5.86, | |
| "eval_loss": 0.18706324696540833, | |
| "eval_runtime": 3503.6718, | |
| "eval_samples_per_second": 4.675, | |
| "eval_steps_per_second": 0.292, | |
| "eval_wer": 6.40354386967705, | |
| "step": 3000 | |
| }, | |
| { | |
| "epoch": 5.91, | |
| "learning_rate": 8.705128205128206e-06, | |
| "loss": 0.0086, | |
| "step": 3025 | |
| }, | |
| { | |
| "epoch": 5.96, | |
| "learning_rate": 8.692307692307692e-06, | |
| "loss": 0.0102, | |
| "step": 3050 | |
| }, | |
| { | |
| "epoch": 6.01, | |
| "learning_rate": 8.679487179487181e-06, | |
| "loss": 0.0092, | |
| "step": 3075 | |
| }, | |
| { | |
| "epoch": 6.05, | |
| "learning_rate": 8.666666666666668e-06, | |
| "loss": 0.0065, | |
| "step": 3100 | |
| }, | |
| { | |
| "epoch": 6.1, | |
| "learning_rate": 8.653846153846155e-06, | |
| "loss": 0.0055, | |
| "step": 3125 | |
| }, | |
| { | |
| "epoch": 6.15, | |
| "learning_rate": 8.641025641025641e-06, | |
| "loss": 0.0071, | |
| "step": 3150 | |
| }, | |
| { | |
| "epoch": 6.2, | |
| "learning_rate": 8.62820512820513e-06, | |
| "loss": 0.007, | |
| "step": 3175 | |
| }, | |
| { | |
| "epoch": 6.25, | |
| "learning_rate": 8.615384615384617e-06, | |
| "loss": 0.0069, | |
| "step": 3200 | |
| }, | |
| { | |
| "epoch": 6.3, | |
| "learning_rate": 8.602564102564104e-06, | |
| "loss": 0.006, | |
| "step": 3225 | |
| }, | |
| { | |
| "epoch": 6.35, | |
| "learning_rate": 8.58974358974359e-06, | |
| "loss": 0.0071, | |
| "step": 3250 | |
| }, | |
| { | |
| "epoch": 6.4, | |
| "learning_rate": 8.576923076923077e-06, | |
| "loss": 0.0068, | |
| "step": 3275 | |
| }, | |
| { | |
| "epoch": 6.45, | |
| "learning_rate": 8.564102564102564e-06, | |
| "loss": 0.0077, | |
| "step": 3300 | |
| }, | |
| { | |
| "epoch": 6.49, | |
| "learning_rate": 8.551282051282051e-06, | |
| "loss": 0.0067, | |
| "step": 3325 | |
| }, | |
| { | |
| "epoch": 6.54, | |
| "learning_rate": 8.53846153846154e-06, | |
| "loss": 0.0067, | |
| "step": 3350 | |
| }, | |
| { | |
| "epoch": 6.59, | |
| "learning_rate": 8.525641025641026e-06, | |
| "loss": 0.0075, | |
| "step": 3375 | |
| }, | |
| { | |
| "epoch": 6.64, | |
| "learning_rate": 8.512820512820513e-06, | |
| "loss": 0.0068, | |
| "step": 3400 | |
| }, | |
| { | |
| "epoch": 6.69, | |
| "learning_rate": 8.5e-06, | |
| "loss": 0.0078, | |
| "step": 3425 | |
| }, | |
| { | |
| "epoch": 6.74, | |
| "learning_rate": 8.487179487179488e-06, | |
| "loss": 0.007, | |
| "step": 3450 | |
| }, | |
| { | |
| "epoch": 6.79, | |
| "learning_rate": 8.474358974358975e-06, | |
| "loss": 0.0082, | |
| "step": 3475 | |
| }, | |
| { | |
| "epoch": 6.84, | |
| "learning_rate": 8.461538461538462e-06, | |
| "loss": 0.008, | |
| "step": 3500 | |
| }, | |
| { | |
| "epoch": 6.88, | |
| "learning_rate": 8.448717948717949e-06, | |
| "loss": 0.0078, | |
| "step": 3525 | |
| }, | |
| { | |
| "epoch": 6.93, | |
| "learning_rate": 8.435897435897436e-06, | |
| "loss": 0.0069, | |
| "step": 3550 | |
| }, | |
| { | |
| "epoch": 6.98, | |
| "learning_rate": 8.423076923076924e-06, | |
| "loss": 0.0079, | |
| "step": 3575 | |
| }, | |
| { | |
| "epoch": 7.03, | |
| "learning_rate": 8.410256410256411e-06, | |
| "loss": 0.0055, | |
| "step": 3600 | |
| }, | |
| { | |
| "epoch": 7.08, | |
| "learning_rate": 8.397435897435898e-06, | |
| "loss": 0.0058, | |
| "step": 3625 | |
| }, | |
| { | |
| "epoch": 7.13, | |
| "learning_rate": 8.384615384615385e-06, | |
| "loss": 0.005, | |
| "step": 3650 | |
| }, | |
| { | |
| "epoch": 7.18, | |
| "learning_rate": 8.371794871794873e-06, | |
| "loss": 0.0045, | |
| "step": 3675 | |
| }, | |
| { | |
| "epoch": 7.23, | |
| "learning_rate": 8.35897435897436e-06, | |
| "loss": 0.0063, | |
| "step": 3700 | |
| }, | |
| { | |
| "epoch": 7.28, | |
| "learning_rate": 8.346153846153847e-06, | |
| "loss": 0.005, | |
| "step": 3725 | |
| }, | |
| { | |
| "epoch": 7.32, | |
| "learning_rate": 8.333333333333334e-06, | |
| "loss": 0.0046, | |
| "step": 3750 | |
| }, | |
| { | |
| "epoch": 7.37, | |
| "learning_rate": 8.320512820512822e-06, | |
| "loss": 0.0047, | |
| "step": 3775 | |
| }, | |
| { | |
| "epoch": 7.42, | |
| "learning_rate": 8.307692307692309e-06, | |
| "loss": 0.005, | |
| "step": 3800 | |
| }, | |
| { | |
| "epoch": 7.47, | |
| "learning_rate": 8.294871794871796e-06, | |
| "loss": 0.0044, | |
| "step": 3825 | |
| }, | |
| { | |
| "epoch": 7.52, | |
| "learning_rate": 8.282051282051283e-06, | |
| "loss": 0.0054, | |
| "step": 3850 | |
| }, | |
| { | |
| "epoch": 7.57, | |
| "learning_rate": 8.26923076923077e-06, | |
| "loss": 0.0049, | |
| "step": 3875 | |
| }, | |
| { | |
| "epoch": 7.62, | |
| "learning_rate": 8.256410256410256e-06, | |
| "loss": 0.005, | |
| "step": 3900 | |
| }, | |
| { | |
| "epoch": 7.67, | |
| "learning_rate": 8.243589743589743e-06, | |
| "loss": 0.0044, | |
| "step": 3925 | |
| }, | |
| { | |
| "epoch": 7.71, | |
| "learning_rate": 8.230769230769232e-06, | |
| "loss": 0.0062, | |
| "step": 3950 | |
| }, | |
| { | |
| "epoch": 7.76, | |
| "learning_rate": 8.217948717948719e-06, | |
| "loss": 0.0055, | |
| "step": 3975 | |
| }, | |
| { | |
| "epoch": 7.81, | |
| "learning_rate": 8.205128205128205e-06, | |
| "loss": 0.0047, | |
| "step": 4000 | |
| }, | |
| { | |
| "epoch": 7.81, | |
| "eval_loss": 0.1972731351852417, | |
| "eval_runtime": 3494.1518, | |
| "eval_samples_per_second": 4.688, | |
| "eval_steps_per_second": 0.293, | |
| "eval_wer": 6.486996284652758, | |
| "step": 4000 | |
| }, | |
| { | |
| "epoch": 7.86, | |
| "learning_rate": 8.192307692307692e-06, | |
| "loss": 0.0049, | |
| "step": 4025 | |
| }, | |
| { | |
| "epoch": 7.91, | |
| "learning_rate": 8.17948717948718e-06, | |
| "loss": 0.006, | |
| "step": 4050 | |
| }, | |
| { | |
| "epoch": 7.96, | |
| "learning_rate": 8.166666666666668e-06, | |
| "loss": 0.0061, | |
| "step": 4075 | |
| }, | |
| { | |
| "epoch": 8.01, | |
| "learning_rate": 8.153846153846154e-06, | |
| "loss": 0.0057, | |
| "step": 4100 | |
| }, | |
| { | |
| "epoch": 8.06, | |
| "learning_rate": 8.141025641025641e-06, | |
| "loss": 0.0043, | |
| "step": 4125 | |
| }, | |
| { | |
| "epoch": 8.11, | |
| "learning_rate": 8.12820512820513e-06, | |
| "loss": 0.0044, | |
| "step": 4150 | |
| }, | |
| { | |
| "epoch": 8.15, | |
| "learning_rate": 8.115384615384617e-06, | |
| "loss": 0.0033, | |
| "step": 4175 | |
| }, | |
| { | |
| "epoch": 8.2, | |
| "learning_rate": 8.102564102564103e-06, | |
| "loss": 0.0033, | |
| "step": 4200 | |
| }, | |
| { | |
| "epoch": 8.25, | |
| "learning_rate": 8.08974358974359e-06, | |
| "loss": 0.0043, | |
| "step": 4225 | |
| }, | |
| { | |
| "epoch": 8.3, | |
| "learning_rate": 8.076923076923077e-06, | |
| "loss": 0.0036, | |
| "step": 4250 | |
| }, | |
| { | |
| "epoch": 8.35, | |
| "learning_rate": 8.064102564102566e-06, | |
| "loss": 0.0036, | |
| "step": 4275 | |
| }, | |
| { | |
| "epoch": 8.4, | |
| "learning_rate": 8.051282051282052e-06, | |
| "loss": 0.0042, | |
| "step": 4300 | |
| }, | |
| { | |
| "epoch": 8.45, | |
| "learning_rate": 8.03846153846154e-06, | |
| "loss": 0.0043, | |
| "step": 4325 | |
| }, | |
| { | |
| "epoch": 8.5, | |
| "learning_rate": 8.025641025641026e-06, | |
| "loss": 0.003, | |
| "step": 4350 | |
| }, | |
| { | |
| "epoch": 8.54, | |
| "learning_rate": 8.012820512820515e-06, | |
| "loss": 0.0034, | |
| "step": 4375 | |
| }, | |
| { | |
| "epoch": 8.59, | |
| "learning_rate": 8.000000000000001e-06, | |
| "loss": 0.004, | |
| "step": 4400 | |
| }, | |
| { | |
| "epoch": 8.64, | |
| "learning_rate": 7.987179487179488e-06, | |
| "loss": 0.004, | |
| "step": 4425 | |
| }, | |
| { | |
| "epoch": 8.69, | |
| "learning_rate": 7.974358974358975e-06, | |
| "loss": 0.0036, | |
| "step": 4450 | |
| }, | |
| { | |
| "epoch": 8.74, | |
| "learning_rate": 7.961538461538462e-06, | |
| "loss": 0.0042, | |
| "step": 4475 | |
| }, | |
| { | |
| "epoch": 8.79, | |
| "learning_rate": 7.948717948717949e-06, | |
| "loss": 0.0048, | |
| "step": 4500 | |
| }, | |
| { | |
| "epoch": 8.84, | |
| "learning_rate": 7.935897435897435e-06, | |
| "loss": 0.0055, | |
| "step": 4525 | |
| }, | |
| { | |
| "epoch": 8.89, | |
| "learning_rate": 7.923076923076924e-06, | |
| "loss": 0.0059, | |
| "step": 4550 | |
| }, | |
| { | |
| "epoch": 8.94, | |
| "learning_rate": 7.91025641025641e-06, | |
| "loss": 0.0063, | |
| "step": 4575 | |
| }, | |
| { | |
| "epoch": 8.98, | |
| "learning_rate": 7.897435897435898e-06, | |
| "loss": 0.0043, | |
| "step": 4600 | |
| }, | |
| { | |
| "epoch": 9.03, | |
| "learning_rate": 7.884615384615384e-06, | |
| "loss": 0.0041, | |
| "step": 4625 | |
| }, | |
| { | |
| "epoch": 9.08, | |
| "learning_rate": 7.871794871794873e-06, | |
| "loss": 0.0041, | |
| "step": 4650 | |
| }, | |
| { | |
| "epoch": 9.13, | |
| "learning_rate": 7.85897435897436e-06, | |
| "loss": 0.0031, | |
| "step": 4675 | |
| }, | |
| { | |
| "epoch": 9.18, | |
| "learning_rate": 7.846153846153847e-06, | |
| "loss": 0.0033, | |
| "step": 4700 | |
| }, | |
| { | |
| "epoch": 9.23, | |
| "learning_rate": 7.833333333333333e-06, | |
| "loss": 0.0036, | |
| "step": 4725 | |
| }, | |
| { | |
| "epoch": 9.28, | |
| "learning_rate": 7.820512820512822e-06, | |
| "loss": 0.0045, | |
| "step": 4750 | |
| }, | |
| { | |
| "epoch": 9.33, | |
| "learning_rate": 7.807692307692309e-06, | |
| "loss": 0.0034, | |
| "step": 4775 | |
| }, | |
| { | |
| "epoch": 9.38, | |
| "learning_rate": 7.794871794871796e-06, | |
| "loss": 0.0047, | |
| "step": 4800 | |
| }, | |
| { | |
| "epoch": 9.42, | |
| "learning_rate": 7.782051282051282e-06, | |
| "loss": 0.0036, | |
| "step": 4825 | |
| }, | |
| { | |
| "epoch": 9.47, | |
| "learning_rate": 7.76923076923077e-06, | |
| "loss": 0.0028, | |
| "step": 4850 | |
| }, | |
| { | |
| "epoch": 9.52, | |
| "learning_rate": 7.756410256410258e-06, | |
| "loss": 0.0033, | |
| "step": 4875 | |
| }, | |
| { | |
| "epoch": 9.57, | |
| "learning_rate": 7.743589743589745e-06, | |
| "loss": 0.0045, | |
| "step": 4900 | |
| }, | |
| { | |
| "epoch": 9.62, | |
| "learning_rate": 7.730769230769231e-06, | |
| "loss": 0.0035, | |
| "step": 4925 | |
| }, | |
| { | |
| "epoch": 9.67, | |
| "learning_rate": 7.717948717948718e-06, | |
| "loss": 0.0049, | |
| "step": 4950 | |
| }, | |
| { | |
| "epoch": 9.72, | |
| "learning_rate": 7.705128205128207e-06, | |
| "loss": 0.0054, | |
| "step": 4975 | |
| }, | |
| { | |
| "epoch": 9.77, | |
| "learning_rate": 7.692307692307694e-06, | |
| "loss": 0.0061, | |
| "step": 5000 | |
| }, | |
| { | |
| "epoch": 9.77, | |
| "eval_loss": 0.20856818556785583, | |
| "eval_runtime": 3499.3081, | |
| "eval_samples_per_second": 4.681, | |
| "eval_steps_per_second": 0.293, | |
| "eval_wer": 6.4835667333523865, | |
| "step": 5000 | |
| }, | |
| { | |
| "epoch": 9.81, | |
| "learning_rate": 7.67948717948718e-06, | |
| "loss": 0.0054, | |
| "step": 5025 | |
| }, | |
| { | |
| "epoch": 9.86, | |
| "learning_rate": 7.666666666666667e-06, | |
| "loss": 0.0052, | |
| "step": 5050 | |
| }, | |
| { | |
| "epoch": 9.91, | |
| "learning_rate": 7.653846153846154e-06, | |
| "loss": 0.0047, | |
| "step": 5075 | |
| }, | |
| { | |
| "epoch": 9.96, | |
| "learning_rate": 7.641025641025641e-06, | |
| "loss": 0.0039, | |
| "step": 5100 | |
| }, | |
| { | |
| "epoch": 10.01, | |
| "learning_rate": 7.6282051282051286e-06, | |
| "loss": 0.0041, | |
| "step": 5125 | |
| }, | |
| { | |
| "epoch": 10.06, | |
| "learning_rate": 7.615384615384615e-06, | |
| "loss": 0.0031, | |
| "step": 5150 | |
| }, | |
| { | |
| "epoch": 10.11, | |
| "learning_rate": 7.602564102564103e-06, | |
| "loss": 0.004, | |
| "step": 5175 | |
| }, | |
| { | |
| "epoch": 10.16, | |
| "learning_rate": 7.58974358974359e-06, | |
| "loss": 0.004, | |
| "step": 5200 | |
| }, | |
| { | |
| "epoch": 10.21, | |
| "learning_rate": 7.5769230769230775e-06, | |
| "loss": 0.0025, | |
| "step": 5225 | |
| }, | |
| { | |
| "epoch": 10.25, | |
| "learning_rate": 7.564102564102564e-06, | |
| "loss": 0.0022, | |
| "step": 5250 | |
| }, | |
| { | |
| "epoch": 10.3, | |
| "learning_rate": 7.551282051282052e-06, | |
| "loss": 0.0027, | |
| "step": 5275 | |
| }, | |
| { | |
| "epoch": 10.35, | |
| "learning_rate": 7.538461538461539e-06, | |
| "loss": 0.0028, | |
| "step": 5300 | |
| }, | |
| { | |
| "epoch": 10.4, | |
| "learning_rate": 7.5256410256410265e-06, | |
| "loss": 0.003, | |
| "step": 5325 | |
| }, | |
| { | |
| "epoch": 10.45, | |
| "learning_rate": 7.512820512820513e-06, | |
| "loss": 0.0036, | |
| "step": 5350 | |
| }, | |
| { | |
| "epoch": 10.5, | |
| "learning_rate": 7.500000000000001e-06, | |
| "loss": 0.0029, | |
| "step": 5375 | |
| }, | |
| { | |
| "epoch": 10.55, | |
| "learning_rate": 7.487179487179488e-06, | |
| "loss": 0.0019, | |
| "step": 5400 | |
| }, | |
| { | |
| "epoch": 10.6, | |
| "learning_rate": 7.474358974358975e-06, | |
| "loss": 0.002, | |
| "step": 5425 | |
| }, | |
| { | |
| "epoch": 10.64, | |
| "learning_rate": 7.461538461538462e-06, | |
| "loss": 0.0025, | |
| "step": 5450 | |
| }, | |
| { | |
| "epoch": 10.69, | |
| "learning_rate": 7.448717948717949e-06, | |
| "loss": 0.0028, | |
| "step": 5475 | |
| }, | |
| { | |
| "epoch": 10.74, | |
| "learning_rate": 7.435897435897437e-06, | |
| "loss": 0.0037, | |
| "step": 5500 | |
| }, | |
| { | |
| "epoch": 10.79, | |
| "learning_rate": 7.423076923076924e-06, | |
| "loss": 0.0029, | |
| "step": 5525 | |
| }, | |
| { | |
| "epoch": 10.84, | |
| "learning_rate": 7.410256410256411e-06, | |
| "loss": 0.0035, | |
| "step": 5550 | |
| }, | |
| { | |
| "epoch": 10.89, | |
| "learning_rate": 7.397435897435898e-06, | |
| "loss": 0.0034, | |
| "step": 5575 | |
| }, | |
| { | |
| "epoch": 10.94, | |
| "learning_rate": 7.384615384615386e-06, | |
| "loss": 0.0033, | |
| "step": 5600 | |
| }, | |
| { | |
| "epoch": 10.99, | |
| "learning_rate": 7.371794871794873e-06, | |
| "loss": 0.004, | |
| "step": 5625 | |
| }, | |
| { | |
| "epoch": 11.04, | |
| "learning_rate": 7.35897435897436e-06, | |
| "loss": 0.0027, | |
| "step": 5650 | |
| }, | |
| { | |
| "epoch": 11.08, | |
| "learning_rate": 7.346153846153847e-06, | |
| "loss": 0.0028, | |
| "step": 5675 | |
| }, | |
| { | |
| "epoch": 11.13, | |
| "learning_rate": 7.333333333333333e-06, | |
| "loss": 0.003, | |
| "step": 5700 | |
| }, | |
| { | |
| "epoch": 11.18, | |
| "learning_rate": 7.320512820512821e-06, | |
| "loss": 0.0022, | |
| "step": 5725 | |
| }, | |
| { | |
| "epoch": 11.23, | |
| "learning_rate": 7.307692307692308e-06, | |
| "loss": 0.0029, | |
| "step": 5750 | |
| }, | |
| { | |
| "epoch": 11.28, | |
| "learning_rate": 7.294871794871795e-06, | |
| "loss": 0.0028, | |
| "step": 5775 | |
| }, | |
| { | |
| "epoch": 11.33, | |
| "learning_rate": 7.282051282051282e-06, | |
| "loss": 0.0026, | |
| "step": 5800 | |
| }, | |
| { | |
| "epoch": 11.38, | |
| "learning_rate": 7.26923076923077e-06, | |
| "loss": 0.0021, | |
| "step": 5825 | |
| }, | |
| { | |
| "epoch": 11.43, | |
| "learning_rate": 7.256410256410257e-06, | |
| "loss": 0.002, | |
| "step": 5850 | |
| }, | |
| { | |
| "epoch": 11.47, | |
| "learning_rate": 7.243589743589744e-06, | |
| "loss": 0.0023, | |
| "step": 5875 | |
| }, | |
| { | |
| "epoch": 11.52, | |
| "learning_rate": 7.230769230769231e-06, | |
| "loss": 0.0026, | |
| "step": 5900 | |
| }, | |
| { | |
| "epoch": 11.57, | |
| "learning_rate": 7.217948717948719e-06, | |
| "loss": 0.0029, | |
| "step": 5925 | |
| }, | |
| { | |
| "epoch": 11.62, | |
| "learning_rate": 7.205128205128206e-06, | |
| "loss": 0.0031, | |
| "step": 5950 | |
| }, | |
| { | |
| "epoch": 11.67, | |
| "learning_rate": 7.192307692307693e-06, | |
| "loss": 0.0036, | |
| "step": 5975 | |
| }, | |
| { | |
| "epoch": 11.72, | |
| "learning_rate": 7.17948717948718e-06, | |
| "loss": 0.0034, | |
| "step": 6000 | |
| }, | |
| { | |
| "epoch": 11.72, | |
| "eval_loss": 0.21721301972866058, | |
| "eval_runtime": 3505.9605, | |
| "eval_samples_per_second": 4.672, | |
| "eval_steps_per_second": 0.292, | |
| "eval_wer": 6.6441840525864535, | |
| "step": 6000 | |
| }, | |
| { | |
| "epoch": 11.77, | |
| "learning_rate": 7.166666666666667e-06, | |
| "loss": 0.0045, | |
| "step": 6025 | |
| }, | |
| { | |
| "epoch": 11.82, | |
| "learning_rate": 7.153846153846155e-06, | |
| "loss": 0.004, | |
| "step": 6050 | |
| }, | |
| { | |
| "epoch": 11.87, | |
| "learning_rate": 7.1410256410256414e-06, | |
| "loss": 0.0037, | |
| "step": 6075 | |
| }, | |
| { | |
| "epoch": 11.91, | |
| "learning_rate": 7.128205128205129e-06, | |
| "loss": 0.0032, | |
| "step": 6100 | |
| }, | |
| { | |
| "epoch": 11.96, | |
| "learning_rate": 7.115384615384616e-06, | |
| "loss": 0.0041, | |
| "step": 6125 | |
| }, | |
| { | |
| "epoch": 12.01, | |
| "learning_rate": 7.102564102564104e-06, | |
| "loss": 0.0036, | |
| "step": 6150 | |
| }, | |
| { | |
| "epoch": 12.06, | |
| "learning_rate": 7.0897435897435904e-06, | |
| "loss": 0.0032, | |
| "step": 6175 | |
| }, | |
| { | |
| "epoch": 12.11, | |
| "learning_rate": 7.076923076923078e-06, | |
| "loss": 0.0024, | |
| "step": 6200 | |
| }, | |
| { | |
| "epoch": 12.16, | |
| "learning_rate": 7.064102564102565e-06, | |
| "loss": 0.0024, | |
| "step": 6225 | |
| }, | |
| { | |
| "epoch": 12.21, | |
| "learning_rate": 7.051282051282053e-06, | |
| "loss": 0.003, | |
| "step": 6250 | |
| }, | |
| { | |
| "epoch": 12.26, | |
| "learning_rate": 7.038461538461539e-06, | |
| "loss": 0.0033, | |
| "step": 6275 | |
| }, | |
| { | |
| "epoch": 12.3, | |
| "learning_rate": 7.025641025641025e-06, | |
| "loss": 0.0018, | |
| "step": 6300 | |
| }, | |
| { | |
| "epoch": 12.35, | |
| "learning_rate": 7.012820512820513e-06, | |
| "loss": 0.0023, | |
| "step": 6325 | |
| }, | |
| { | |
| "epoch": 12.4, | |
| "learning_rate": 7e-06, | |
| "loss": 0.002, | |
| "step": 6350 | |
| }, | |
| { | |
| "epoch": 12.45, | |
| "learning_rate": 6.9871794871794876e-06, | |
| "loss": 0.0025, | |
| "step": 6375 | |
| }, | |
| { | |
| "epoch": 12.5, | |
| "learning_rate": 6.974358974358974e-06, | |
| "loss": 0.002, | |
| "step": 6400 | |
| }, | |
| { | |
| "epoch": 12.55, | |
| "learning_rate": 6.961538461538462e-06, | |
| "loss": 0.0023, | |
| "step": 6425 | |
| }, | |
| { | |
| "epoch": 12.6, | |
| "learning_rate": 6.948717948717949e-06, | |
| "loss": 0.0029, | |
| "step": 6450 | |
| }, | |
| { | |
| "epoch": 12.65, | |
| "learning_rate": 6.9358974358974366e-06, | |
| "loss": 0.0031, | |
| "step": 6475 | |
| }, | |
| { | |
| "epoch": 12.7, | |
| "learning_rate": 6.923076923076923e-06, | |
| "loss": 0.0035, | |
| "step": 6500 | |
| }, | |
| { | |
| "epoch": 12.74, | |
| "learning_rate": 6.910256410256411e-06, | |
| "loss": 0.0036, | |
| "step": 6525 | |
| }, | |
| { | |
| "epoch": 12.79, | |
| "learning_rate": 6.897435897435898e-06, | |
| "loss": 0.0036, | |
| "step": 6550 | |
| }, | |
| { | |
| "epoch": 12.84, | |
| "learning_rate": 6.8846153846153855e-06, | |
| "loss": 0.0034, | |
| "step": 6575 | |
| }, | |
| { | |
| "epoch": 12.89, | |
| "learning_rate": 6.871794871794872e-06, | |
| "loss": 0.0037, | |
| "step": 6600 | |
| }, | |
| { | |
| "epoch": 12.94, | |
| "learning_rate": 6.858974358974359e-06, | |
| "loss": 0.0029, | |
| "step": 6625 | |
| }, | |
| { | |
| "epoch": 12.99, | |
| "learning_rate": 6.846153846153847e-06, | |
| "loss": 0.003, | |
| "step": 6650 | |
| }, | |
| { | |
| "epoch": 13.04, | |
| "learning_rate": 6.833333333333334e-06, | |
| "loss": 0.0032, | |
| "step": 6675 | |
| }, | |
| { | |
| "epoch": 13.09, | |
| "learning_rate": 6.820512820512821e-06, | |
| "loss": 0.0024, | |
| "step": 6700 | |
| }, | |
| { | |
| "epoch": 13.13, | |
| "learning_rate": 6.807692307692308e-06, | |
| "loss": 0.0026, | |
| "step": 6725 | |
| }, | |
| { | |
| "epoch": 13.18, | |
| "learning_rate": 6.794871794871796e-06, | |
| "loss": 0.0019, | |
| "step": 6750 | |
| }, | |
| { | |
| "epoch": 13.23, | |
| "learning_rate": 6.782051282051283e-06, | |
| "loss": 0.0014, | |
| "step": 6775 | |
| }, | |
| { | |
| "epoch": 13.28, | |
| "learning_rate": 6.76923076923077e-06, | |
| "loss": 0.0029, | |
| "step": 6800 | |
| }, | |
| { | |
| "epoch": 13.33, | |
| "learning_rate": 6.756410256410257e-06, | |
| "loss": 0.002, | |
| "step": 6825 | |
| }, | |
| { | |
| "epoch": 13.38, | |
| "learning_rate": 6.743589743589745e-06, | |
| "loss": 0.0029, | |
| "step": 6850 | |
| }, | |
| { | |
| "epoch": 13.43, | |
| "learning_rate": 6.730769230769232e-06, | |
| "loss": 0.0029, | |
| "step": 6875 | |
| }, | |
| { | |
| "epoch": 13.48, | |
| "learning_rate": 6.717948717948718e-06, | |
| "loss": 0.0025, | |
| "step": 6900 | |
| }, | |
| { | |
| "epoch": 13.53, | |
| "learning_rate": 6.705641025641027e-06, | |
| "loss": 0.0037, | |
| "step": 6925 | |
| }, | |
| { | |
| "epoch": 13.57, | |
| "learning_rate": 6.692820512820514e-06, | |
| "loss": 0.003, | |
| "step": 6950 | |
| }, | |
| { | |
| "epoch": 13.62, | |
| "learning_rate": 6.680000000000001e-06, | |
| "loss": 0.0032, | |
| "step": 6975 | |
| }, | |
| { | |
| "epoch": 13.67, | |
| "learning_rate": 6.667179487179488e-06, | |
| "loss": 0.0036, | |
| "step": 7000 | |
| }, | |
| { | |
| "epoch": 13.67, | |
| "eval_loss": 0.22047244012355804, | |
| "eval_runtime": 3497.6451, | |
| "eval_samples_per_second": 4.683, | |
| "eval_steps_per_second": 0.293, | |
| "eval_wer": 6.404115461560446, | |
| "step": 7000 | |
| }, | |
| { | |
| "epoch": 13.72, | |
| "learning_rate": 6.654358974358976e-06, | |
| "loss": 0.0032, | |
| "step": 7025 | |
| }, | |
| { | |
| "epoch": 13.77, | |
| "learning_rate": 6.641538461538463e-06, | |
| "loss": 0.0033, | |
| "step": 7050 | |
| }, | |
| { | |
| "epoch": 13.82, | |
| "learning_rate": 6.6287179487179486e-06, | |
| "loss": 0.0023, | |
| "step": 7075 | |
| }, | |
| { | |
| "epoch": 13.87, | |
| "learning_rate": 6.615897435897436e-06, | |
| "loss": 0.0024, | |
| "step": 7100 | |
| }, | |
| { | |
| "epoch": 13.92, | |
| "learning_rate": 6.603076923076923e-06, | |
| "loss": 0.0034, | |
| "step": 7125 | |
| }, | |
| { | |
| "epoch": 13.96, | |
| "learning_rate": 6.590256410256411e-06, | |
| "loss": 0.0033, | |
| "step": 7150 | |
| }, | |
| { | |
| "epoch": 14.01, | |
| "learning_rate": 6.5774358974358976e-06, | |
| "loss": 0.0025, | |
| "step": 7175 | |
| }, | |
| { | |
| "epoch": 14.06, | |
| "learning_rate": 6.564615384615385e-06, | |
| "loss": 0.0016, | |
| "step": 7200 | |
| }, | |
| { | |
| "epoch": 14.11, | |
| "learning_rate": 6.551794871794872e-06, | |
| "loss": 0.0019, | |
| "step": 7225 | |
| }, | |
| { | |
| "epoch": 14.16, | |
| "learning_rate": 6.538974358974359e-06, | |
| "loss": 0.0018, | |
| "step": 7250 | |
| }, | |
| { | |
| "epoch": 14.21, | |
| "learning_rate": 6.5261538461538465e-06, | |
| "loss": 0.0016, | |
| "step": 7275 | |
| }, | |
| { | |
| "epoch": 14.26, | |
| "learning_rate": 6.513333333333333e-06, | |
| "loss": 0.0011, | |
| "step": 7300 | |
| }, | |
| { | |
| "epoch": 14.31, | |
| "learning_rate": 6.500512820512821e-06, | |
| "loss": 0.001, | |
| "step": 7325 | |
| }, | |
| { | |
| "epoch": 14.36, | |
| "learning_rate": 6.487692307692308e-06, | |
| "loss": 0.0015, | |
| "step": 7350 | |
| }, | |
| { | |
| "epoch": 14.4, | |
| "learning_rate": 6.4748717948717955e-06, | |
| "loss": 0.0016, | |
| "step": 7375 | |
| }, | |
| { | |
| "epoch": 14.45, | |
| "learning_rate": 6.462051282051282e-06, | |
| "loss": 0.0016, | |
| "step": 7400 | |
| }, | |
| { | |
| "epoch": 14.5, | |
| "learning_rate": 6.44923076923077e-06, | |
| "loss": 0.0016, | |
| "step": 7425 | |
| }, | |
| { | |
| "epoch": 14.55, | |
| "learning_rate": 6.436410256410257e-06, | |
| "loss": 0.0022, | |
| "step": 7450 | |
| }, | |
| { | |
| "epoch": 14.6, | |
| "learning_rate": 6.4235897435897445e-06, | |
| "loss": 0.0016, | |
| "step": 7475 | |
| }, | |
| { | |
| "epoch": 14.65, | |
| "learning_rate": 6.410769230769231e-06, | |
| "loss": 0.0016, | |
| "step": 7500 | |
| }, | |
| { | |
| "epoch": 14.7, | |
| "learning_rate": 6.397948717948719e-06, | |
| "loss": 0.0013, | |
| "step": 7525 | |
| }, | |
| { | |
| "epoch": 14.75, | |
| "learning_rate": 6.385128205128206e-06, | |
| "loss": 0.0012, | |
| "step": 7550 | |
| }, | |
| { | |
| "epoch": 14.79, | |
| "learning_rate": 6.3723076923076935e-06, | |
| "loss": 0.0014, | |
| "step": 7575 | |
| }, | |
| { | |
| "epoch": 14.84, | |
| "learning_rate": 6.35948717948718e-06, | |
| "loss": 0.0014, | |
| "step": 7600 | |
| }, | |
| { | |
| "epoch": 14.89, | |
| "learning_rate": 6.346666666666668e-06, | |
| "loss": 0.0024, | |
| "step": 7625 | |
| }, | |
| { | |
| "epoch": 14.94, | |
| "learning_rate": 6.333846153846155e-06, | |
| "loss": 0.0026, | |
| "step": 7650 | |
| }, | |
| { | |
| "epoch": 14.99, | |
| "learning_rate": 6.3210256410256425e-06, | |
| "loss": 0.003, | |
| "step": 7675 | |
| }, | |
| { | |
| "epoch": 15.04, | |
| "learning_rate": 6.3082051282051285e-06, | |
| "loss": 0.0025, | |
| "step": 7700 | |
| }, | |
| { | |
| "epoch": 15.09, | |
| "learning_rate": 6.295384615384615e-06, | |
| "loss": 0.0028, | |
| "step": 7725 | |
| }, | |
| { | |
| "epoch": 15.14, | |
| "learning_rate": 6.282564102564103e-06, | |
| "loss": 0.0018, | |
| "step": 7750 | |
| }, | |
| { | |
| "epoch": 15.19, | |
| "learning_rate": 6.26974358974359e-06, | |
| "loss": 0.0023, | |
| "step": 7775 | |
| }, | |
| { | |
| "epoch": 15.23, | |
| "learning_rate": 6.2569230769230775e-06, | |
| "loss": 0.0017, | |
| "step": 7800 | |
| }, | |
| { | |
| "epoch": 15.28, | |
| "learning_rate": 6.244102564102564e-06, | |
| "loss": 0.0026, | |
| "step": 7825 | |
| }, | |
| { | |
| "epoch": 15.33, | |
| "learning_rate": 6.231282051282051e-06, | |
| "loss": 0.0028, | |
| "step": 7850 | |
| }, | |
| { | |
| "epoch": 15.38, | |
| "learning_rate": 6.218461538461539e-06, | |
| "loss": 0.002, | |
| "step": 7875 | |
| }, | |
| { | |
| "epoch": 15.43, | |
| "learning_rate": 6.205641025641026e-06, | |
| "loss": 0.0022, | |
| "step": 7900 | |
| }, | |
| { | |
| "epoch": 15.48, | |
| "learning_rate": 6.192820512820513e-06, | |
| "loss": 0.002, | |
| "step": 7925 | |
| }, | |
| { | |
| "epoch": 15.53, | |
| "learning_rate": 6.18e-06, | |
| "loss": 0.0017, | |
| "step": 7950 | |
| }, | |
| { | |
| "epoch": 15.58, | |
| "learning_rate": 6.167179487179488e-06, | |
| "loss": 0.0024, | |
| "step": 7975 | |
| }, | |
| { | |
| "epoch": 15.62, | |
| "learning_rate": 6.154358974358975e-06, | |
| "loss": 0.002, | |
| "step": 8000 | |
| }, | |
| { | |
| "epoch": 15.62, | |
| "eval_loss": 0.22138619422912598, | |
| "eval_runtime": 3512.6371, | |
| "eval_samples_per_second": 4.663, | |
| "eval_steps_per_second": 0.292, | |
| "eval_wer": 6.43498142326379, | |
| "step": 8000 | |
| }, | |
| { | |
| "epoch": 15.67, | |
| "learning_rate": 6.141538461538462e-06, | |
| "loss": 0.0015, | |
| "step": 8025 | |
| }, | |
| { | |
| "epoch": 15.72, | |
| "learning_rate": 6.128717948717949e-06, | |
| "loss": 0.0017, | |
| "step": 8050 | |
| }, | |
| { | |
| "epoch": 15.77, | |
| "learning_rate": 6.115897435897437e-06, | |
| "loss": 0.0028, | |
| "step": 8075 | |
| }, | |
| { | |
| "epoch": 15.82, | |
| "learning_rate": 6.103076923076924e-06, | |
| "loss": 0.0022, | |
| "step": 8100 | |
| }, | |
| { | |
| "epoch": 15.87, | |
| "learning_rate": 6.090256410256411e-06, | |
| "loss": 0.0028, | |
| "step": 8125 | |
| }, | |
| { | |
| "epoch": 15.92, | |
| "learning_rate": 6.077435897435898e-06, | |
| "loss": 0.0032, | |
| "step": 8150 | |
| }, | |
| { | |
| "epoch": 15.97, | |
| "learning_rate": 6.064615384615386e-06, | |
| "loss": 0.0024, | |
| "step": 8175 | |
| }, | |
| { | |
| "epoch": 16.02, | |
| "learning_rate": 6.051794871794873e-06, | |
| "loss": 0.002, | |
| "step": 8200 | |
| }, | |
| { | |
| "epoch": 16.06, | |
| "learning_rate": 6.03897435897436e-06, | |
| "loss": 0.0013, | |
| "step": 8225 | |
| }, | |
| { | |
| "epoch": 16.11, | |
| "learning_rate": 6.026153846153847e-06, | |
| "loss": 0.0016, | |
| "step": 8250 | |
| }, | |
| { | |
| "epoch": 16.16, | |
| "learning_rate": 6.013333333333335e-06, | |
| "loss": 0.0021, | |
| "step": 8275 | |
| }, | |
| { | |
| "epoch": 16.21, | |
| "learning_rate": 6.000512820512821e-06, | |
| "loss": 0.0017, | |
| "step": 8300 | |
| }, | |
| { | |
| "epoch": 16.26, | |
| "learning_rate": 5.9876923076923076e-06, | |
| "loss": 0.0021, | |
| "step": 8325 | |
| }, | |
| { | |
| "epoch": 16.31, | |
| "learning_rate": 5.974871794871795e-06, | |
| "loss": 0.0018, | |
| "step": 8350 | |
| }, | |
| { | |
| "epoch": 16.36, | |
| "learning_rate": 5.962051282051282e-06, | |
| "loss": 0.0017, | |
| "step": 8375 | |
| }, | |
| { | |
| "epoch": 16.41, | |
| "learning_rate": 5.94923076923077e-06, | |
| "loss": 0.0023, | |
| "step": 8400 | |
| }, | |
| { | |
| "epoch": 16.46, | |
| "learning_rate": 5.9364102564102566e-06, | |
| "loss": 0.0014, | |
| "step": 8425 | |
| }, | |
| { | |
| "epoch": 16.5, | |
| "learning_rate": 5.923589743589744e-06, | |
| "loss": 0.0022, | |
| "step": 8450 | |
| }, | |
| { | |
| "epoch": 16.55, | |
| "learning_rate": 5.910769230769231e-06, | |
| "loss": 0.0018, | |
| "step": 8475 | |
| }, | |
| { | |
| "epoch": 16.6, | |
| "learning_rate": 5.897948717948718e-06, | |
| "loss": 0.0019, | |
| "step": 8500 | |
| }, | |
| { | |
| "epoch": 16.65, | |
| "learning_rate": 5.8851282051282056e-06, | |
| "loss": 0.0035, | |
| "step": 8525 | |
| }, | |
| { | |
| "epoch": 16.7, | |
| "learning_rate": 5.872307692307692e-06, | |
| "loss": 0.0029, | |
| "step": 8550 | |
| }, | |
| { | |
| "epoch": 16.75, | |
| "learning_rate": 5.85948717948718e-06, | |
| "loss": 0.002, | |
| "step": 8575 | |
| }, | |
| { | |
| "epoch": 16.8, | |
| "learning_rate": 5.846666666666667e-06, | |
| "loss": 0.0026, | |
| "step": 8600 | |
| }, | |
| { | |
| "epoch": 16.85, | |
| "learning_rate": 5.8338461538461545e-06, | |
| "loss": 0.0024, | |
| "step": 8625 | |
| }, | |
| { | |
| "epoch": 16.89, | |
| "learning_rate": 5.821025641025641e-06, | |
| "loss": 0.0029, | |
| "step": 8650 | |
| }, | |
| { | |
| "epoch": 16.94, | |
| "learning_rate": 5.808205128205129e-06, | |
| "loss": 0.0026, | |
| "step": 8675 | |
| }, | |
| { | |
| "epoch": 16.99, | |
| "learning_rate": 5.795384615384616e-06, | |
| "loss": 0.0035, | |
| "step": 8700 | |
| }, | |
| { | |
| "epoch": 17.04, | |
| "learning_rate": 5.7825641025641035e-06, | |
| "loss": 0.0017, | |
| "step": 8725 | |
| }, | |
| { | |
| "epoch": 17.09, | |
| "learning_rate": 5.76974358974359e-06, | |
| "loss": 0.002, | |
| "step": 8750 | |
| }, | |
| { | |
| "epoch": 17.14, | |
| "learning_rate": 5.756923076923078e-06, | |
| "loss": 0.0019, | |
| "step": 8775 | |
| }, | |
| { | |
| "epoch": 17.19, | |
| "learning_rate": 5.744102564102565e-06, | |
| "loss": 0.0016, | |
| "step": 8800 | |
| }, | |
| { | |
| "epoch": 17.24, | |
| "learning_rate": 5.7312820512820525e-06, | |
| "loss": 0.001, | |
| "step": 8825 | |
| }, | |
| { | |
| "epoch": 17.29, | |
| "learning_rate": 5.718461538461539e-06, | |
| "loss": 0.0012, | |
| "step": 8850 | |
| }, | |
| { | |
| "epoch": 17.33, | |
| "learning_rate": 5.705641025641027e-06, | |
| "loss": 0.0018, | |
| "step": 8875 | |
| }, | |
| { | |
| "epoch": 17.38, | |
| "learning_rate": 5.692820512820513e-06, | |
| "loss": 0.0019, | |
| "step": 8900 | |
| }, | |
| { | |
| "epoch": 17.43, | |
| "learning_rate": 5.68e-06, | |
| "loss": 0.001, | |
| "step": 8925 | |
| }, | |
| { | |
| "epoch": 17.48, | |
| "learning_rate": 5.6671794871794875e-06, | |
| "loss": 0.0013, | |
| "step": 8950 | |
| }, | |
| { | |
| "epoch": 17.53, | |
| "learning_rate": 5.654358974358974e-06, | |
| "loss": 0.0017, | |
| "step": 8975 | |
| }, | |
| { | |
| "epoch": 17.58, | |
| "learning_rate": 5.641538461538462e-06, | |
| "loss": 0.0011, | |
| "step": 9000 | |
| }, | |
| { | |
| "epoch": 17.58, | |
| "eval_loss": 0.23390185832977295, | |
| "eval_runtime": 3504.1726, | |
| "eval_samples_per_second": 4.674, | |
| "eval_steps_per_second": 0.292, | |
| "eval_wer": 6.194341240354387, | |
| "step": 9000 | |
| }, | |
| { | |
| "epoch": 17.63, | |
| "learning_rate": 5.628717948717949e-06, | |
| "loss": 0.0009, | |
| "step": 9025 | |
| }, | |
| { | |
| "epoch": 17.68, | |
| "learning_rate": 5.6158974358974365e-06, | |
| "loss": 0.0019, | |
| "step": 9050 | |
| }, | |
| { | |
| "epoch": 17.72, | |
| "learning_rate": 5.603589743589744e-06, | |
| "loss": 0.0023, | |
| "step": 9075 | |
| }, | |
| { | |
| "epoch": 17.77, | |
| "learning_rate": 5.590769230769231e-06, | |
| "loss": 0.0021, | |
| "step": 9100 | |
| }, | |
| { | |
| "epoch": 17.82, | |
| "learning_rate": 5.5779487179487176e-06, | |
| "loss": 0.0023, | |
| "step": 9125 | |
| }, | |
| { | |
| "epoch": 17.87, | |
| "learning_rate": 5.565128205128205e-06, | |
| "loss": 0.0019, | |
| "step": 9150 | |
| }, | |
| { | |
| "epoch": 17.92, | |
| "learning_rate": 5.552307692307692e-06, | |
| "loss": 0.0019, | |
| "step": 9175 | |
| }, | |
| { | |
| "epoch": 17.97, | |
| "learning_rate": 5.53948717948718e-06, | |
| "loss": 0.0014, | |
| "step": 9200 | |
| }, | |
| { | |
| "epoch": 18.02, | |
| "learning_rate": 5.5266666666666666e-06, | |
| "loss": 0.0018, | |
| "step": 9225 | |
| }, | |
| { | |
| "epoch": 18.07, | |
| "learning_rate": 5.513846153846154e-06, | |
| "loss": 0.0019, | |
| "step": 9250 | |
| }, | |
| { | |
| "epoch": 18.12, | |
| "learning_rate": 5.501025641025641e-06, | |
| "loss": 0.0009, | |
| "step": 9275 | |
| }, | |
| { | |
| "epoch": 18.16, | |
| "learning_rate": 5.488205128205129e-06, | |
| "loss": 0.001, | |
| "step": 9300 | |
| }, | |
| { | |
| "epoch": 18.21, | |
| "learning_rate": 5.4753846153846155e-06, | |
| "loss": 0.0006, | |
| "step": 9325 | |
| }, | |
| { | |
| "epoch": 18.26, | |
| "learning_rate": 5.462564102564103e-06, | |
| "loss": 0.0008, | |
| "step": 9350 | |
| }, | |
| { | |
| "epoch": 18.31, | |
| "learning_rate": 5.44974358974359e-06, | |
| "loss": 0.0008, | |
| "step": 9375 | |
| }, | |
| { | |
| "epoch": 18.36, | |
| "learning_rate": 5.436923076923078e-06, | |
| "loss": 0.0018, | |
| "step": 9400 | |
| }, | |
| { | |
| "epoch": 18.41, | |
| "learning_rate": 5.4241025641025645e-06, | |
| "loss": 0.0017, | |
| "step": 9425 | |
| }, | |
| { | |
| "epoch": 18.46, | |
| "learning_rate": 5.411282051282052e-06, | |
| "loss": 0.0012, | |
| "step": 9450 | |
| }, | |
| { | |
| "epoch": 18.51, | |
| "learning_rate": 5.398461538461539e-06, | |
| "loss": 0.001, | |
| "step": 9475 | |
| }, | |
| { | |
| "epoch": 18.55, | |
| "learning_rate": 5.385641025641027e-06, | |
| "loss": 0.0016, | |
| "step": 9500 | |
| }, | |
| { | |
| "epoch": 18.6, | |
| "learning_rate": 5.3728205128205135e-06, | |
| "loss": 0.0016, | |
| "step": 9525 | |
| }, | |
| { | |
| "epoch": 18.65, | |
| "learning_rate": 5.36e-06, | |
| "loss": 0.0012, | |
| "step": 9550 | |
| }, | |
| { | |
| "epoch": 18.7, | |
| "learning_rate": 5.347179487179488e-06, | |
| "loss": 0.0011, | |
| "step": 9575 | |
| }, | |
| { | |
| "epoch": 18.75, | |
| "learning_rate": 5.334358974358975e-06, | |
| "loss": 0.0026, | |
| "step": 9600 | |
| }, | |
| { | |
| "epoch": 18.8, | |
| "learning_rate": 5.3215384615384625e-06, | |
| "loss": 0.0015, | |
| "step": 9625 | |
| }, | |
| { | |
| "epoch": 18.85, | |
| "learning_rate": 5.308717948717949e-06, | |
| "loss": 0.0017, | |
| "step": 9650 | |
| }, | |
| { | |
| "epoch": 18.9, | |
| "learning_rate": 5.295897435897437e-06, | |
| "loss": 0.0013, | |
| "step": 9675 | |
| }, | |
| { | |
| "epoch": 18.95, | |
| "learning_rate": 5.283076923076923e-06, | |
| "loss": 0.0013, | |
| "step": 9700 | |
| }, | |
| { | |
| "epoch": 18.99, | |
| "learning_rate": 5.27025641025641e-06, | |
| "loss": 0.0015, | |
| "step": 9725 | |
| }, | |
| { | |
| "epoch": 19.04, | |
| "learning_rate": 5.2574358974358975e-06, | |
| "loss": 0.0007, | |
| "step": 9750 | |
| }, | |
| { | |
| "epoch": 19.09, | |
| "learning_rate": 5.244615384615384e-06, | |
| "loss": 0.0007, | |
| "step": 9775 | |
| }, | |
| { | |
| "epoch": 19.14, | |
| "learning_rate": 5.231794871794872e-06, | |
| "loss": 0.0006, | |
| "step": 9800 | |
| }, | |
| { | |
| "epoch": 19.19, | |
| "learning_rate": 5.218974358974359e-06, | |
| "loss": 0.0008, | |
| "step": 9825 | |
| }, | |
| { | |
| "epoch": 19.24, | |
| "learning_rate": 5.2061538461538465e-06, | |
| "loss": 0.0006, | |
| "step": 9850 | |
| }, | |
| { | |
| "epoch": 19.29, | |
| "learning_rate": 5.193333333333333e-06, | |
| "loss": 0.0011, | |
| "step": 9875 | |
| }, | |
| { | |
| "epoch": 19.34, | |
| "learning_rate": 5.180512820512821e-06, | |
| "loss": 0.0008, | |
| "step": 9900 | |
| }, | |
| { | |
| "epoch": 19.38, | |
| "learning_rate": 5.167692307692308e-06, | |
| "loss": 0.0006, | |
| "step": 9925 | |
| }, | |
| { | |
| "epoch": 19.43, | |
| "learning_rate": 5.1548717948717955e-06, | |
| "loss": 0.0013, | |
| "step": 9950 | |
| }, | |
| { | |
| "epoch": 19.48, | |
| "learning_rate": 5.142051282051282e-06, | |
| "loss": 0.0009, | |
| "step": 9975 | |
| }, | |
| { | |
| "epoch": 19.53, | |
| "learning_rate": 5.12923076923077e-06, | |
| "loss": 0.0009, | |
| "step": 10000 | |
| }, | |
| { | |
| "epoch": 19.53, | |
| "eval_loss": 0.23882965743541718, | |
| "eval_runtime": 3519.6363, | |
| "eval_samples_per_second": 4.654, | |
| "eval_steps_per_second": 0.291, | |
| "eval_wer": 6.2920834524149765, | |
| "step": 10000 | |
| }, | |
| { | |
| "epoch": 19.58, | |
| "learning_rate": 5.116410256410257e-06, | |
| "loss": 0.0014, | |
| "step": 10025 | |
| }, | |
| { | |
| "epoch": 19.63, | |
| "learning_rate": 5.104102564102564e-06, | |
| "loss": 0.0014, | |
| "step": 10050 | |
| }, | |
| { | |
| "epoch": 19.68, | |
| "learning_rate": 5.091282051282052e-06, | |
| "loss": 0.0007, | |
| "step": 10075 | |
| }, | |
| { | |
| "epoch": 19.73, | |
| "learning_rate": 5.078461538461539e-06, | |
| "loss": 0.0011, | |
| "step": 10100 | |
| }, | |
| { | |
| "epoch": 19.78, | |
| "learning_rate": 5.065641025641026e-06, | |
| "loss": 0.001, | |
| "step": 10125 | |
| }, | |
| { | |
| "epoch": 19.82, | |
| "learning_rate": 5.052820512820513e-06, | |
| "loss": 0.001, | |
| "step": 10150 | |
| }, | |
| { | |
| "epoch": 19.87, | |
| "learning_rate": 5.04e-06, | |
| "loss": 0.0008, | |
| "step": 10175 | |
| }, | |
| { | |
| "epoch": 19.92, | |
| "learning_rate": 5.027179487179488e-06, | |
| "loss": 0.0013, | |
| "step": 10200 | |
| }, | |
| { | |
| "epoch": 19.97, | |
| "learning_rate": 5.0143589743589745e-06, | |
| "loss": 0.0009, | |
| "step": 10225 | |
| }, | |
| { | |
| "epoch": 20.02, | |
| "learning_rate": 5.001538461538462e-06, | |
| "loss": 0.001, | |
| "step": 10250 | |
| }, | |
| { | |
| "epoch": 20.07, | |
| "learning_rate": 4.988717948717949e-06, | |
| "loss": 0.0017, | |
| "step": 10275 | |
| }, | |
| { | |
| "epoch": 20.12, | |
| "learning_rate": 4.975897435897437e-06, | |
| "loss": 0.0012, | |
| "step": 10300 | |
| }, | |
| { | |
| "epoch": 20.17, | |
| "learning_rate": 4.9630769230769235e-06, | |
| "loss": 0.0005, | |
| "step": 10325 | |
| }, | |
| { | |
| "epoch": 20.21, | |
| "learning_rate": 4.95025641025641e-06, | |
| "loss": 0.0011, | |
| "step": 10350 | |
| }, | |
| { | |
| "epoch": 20.26, | |
| "learning_rate": 4.937435897435898e-06, | |
| "loss": 0.0006, | |
| "step": 10375 | |
| }, | |
| { | |
| "epoch": 20.31, | |
| "learning_rate": 4.924615384615385e-06, | |
| "loss": 0.0017, | |
| "step": 10400 | |
| }, | |
| { | |
| "epoch": 20.36, | |
| "learning_rate": 4.9117948717948725e-06, | |
| "loss": 0.0008, | |
| "step": 10425 | |
| }, | |
| { | |
| "epoch": 20.41, | |
| "learning_rate": 4.898974358974359e-06, | |
| "loss": 0.0021, | |
| "step": 10450 | |
| }, | |
| { | |
| "epoch": 20.46, | |
| "learning_rate": 4.886153846153847e-06, | |
| "loss": 0.0019, | |
| "step": 10475 | |
| }, | |
| { | |
| "epoch": 20.51, | |
| "learning_rate": 4.873333333333334e-06, | |
| "loss": 0.0017, | |
| "step": 10500 | |
| }, | |
| { | |
| "epoch": 20.56, | |
| "learning_rate": 4.860512820512821e-06, | |
| "loss": 0.0024, | |
| "step": 10525 | |
| }, | |
| { | |
| "epoch": 20.61, | |
| "learning_rate": 4.847692307692308e-06, | |
| "loss": 0.0007, | |
| "step": 10550 | |
| }, | |
| { | |
| "epoch": 20.65, | |
| "learning_rate": 4.834871794871795e-06, | |
| "loss": 0.0008, | |
| "step": 10575 | |
| }, | |
| { | |
| "epoch": 20.7, | |
| "learning_rate": 4.822051282051283e-06, | |
| "loss": 0.001, | |
| "step": 10600 | |
| }, | |
| { | |
| "epoch": 20.75, | |
| "learning_rate": 4.80923076923077e-06, | |
| "loss": 0.0006, | |
| "step": 10625 | |
| }, | |
| { | |
| "epoch": 20.8, | |
| "learning_rate": 4.7964102564102565e-06, | |
| "loss": 0.0005, | |
| "step": 10650 | |
| }, | |
| { | |
| "epoch": 20.85, | |
| "learning_rate": 4.783589743589744e-06, | |
| "loss": 0.0009, | |
| "step": 10675 | |
| }, | |
| { | |
| "epoch": 20.9, | |
| "learning_rate": 4.770769230769231e-06, | |
| "loss": 0.0009, | |
| "step": 10700 | |
| }, | |
| { | |
| "epoch": 20.95, | |
| "learning_rate": 4.757948717948719e-06, | |
| "loss": 0.0007, | |
| "step": 10725 | |
| }, | |
| { | |
| "epoch": 21.0, | |
| "learning_rate": 4.7451282051282055e-06, | |
| "loss": 0.0008, | |
| "step": 10750 | |
| }, | |
| { | |
| "epoch": 21.04, | |
| "learning_rate": 4.732307692307693e-06, | |
| "loss": 0.0009, | |
| "step": 10775 | |
| }, | |
| { | |
| "epoch": 21.09, | |
| "learning_rate": 4.71948717948718e-06, | |
| "loss": 0.001, | |
| "step": 10800 | |
| }, | |
| { | |
| "epoch": 21.14, | |
| "learning_rate": 4.706666666666667e-06, | |
| "loss": 0.0004, | |
| "step": 10825 | |
| }, | |
| { | |
| "epoch": 21.19, | |
| "learning_rate": 4.6938461538461544e-06, | |
| "loss": 0.0014, | |
| "step": 10850 | |
| }, | |
| { | |
| "epoch": 21.24, | |
| "learning_rate": 4.681025641025641e-06, | |
| "loss": 0.0012, | |
| "step": 10875 | |
| }, | |
| { | |
| "epoch": 21.29, | |
| "learning_rate": 4.668205128205129e-06, | |
| "loss": 0.0009, | |
| "step": 10900 | |
| }, | |
| { | |
| "epoch": 21.34, | |
| "learning_rate": 4.655384615384616e-06, | |
| "loss": 0.0012, | |
| "step": 10925 | |
| }, | |
| { | |
| "epoch": 21.39, | |
| "learning_rate": 4.642564102564103e-06, | |
| "loss": 0.0011, | |
| "step": 10950 | |
| }, | |
| { | |
| "epoch": 21.44, | |
| "learning_rate": 4.62974358974359e-06, | |
| "loss": 0.0014, | |
| "step": 10975 | |
| }, | |
| { | |
| "epoch": 21.48, | |
| "learning_rate": 4.616923076923077e-06, | |
| "loss": 0.0011, | |
| "step": 11000 | |
| }, | |
| { | |
| "epoch": 21.48, | |
| "eval_loss": 0.23270219564437866, | |
| "eval_runtime": 3504.5983, | |
| "eval_samples_per_second": 4.674, | |
| "eval_steps_per_second": 0.292, | |
| "eval_wer": 6.251500428693912, | |
| "step": 11000 | |
| }, | |
| { | |
| "epoch": 21.53, | |
| "learning_rate": 4.604102564102565e-06, | |
| "loss": 0.0015, | |
| "step": 11025 | |
| }, | |
| { | |
| "epoch": 21.58, | |
| "learning_rate": 4.591282051282052e-06, | |
| "loss": 0.0008, | |
| "step": 11050 | |
| }, | |
| { | |
| "epoch": 21.63, | |
| "learning_rate": 4.578461538461539e-06, | |
| "loss": 0.0007, | |
| "step": 11075 | |
| }, | |
| { | |
| "epoch": 21.68, | |
| "learning_rate": 4.565641025641026e-06, | |
| "loss": 0.0013, | |
| "step": 11100 | |
| }, | |
| { | |
| "epoch": 21.73, | |
| "learning_rate": 4.552820512820513e-06, | |
| "loss": 0.0017, | |
| "step": 11125 | |
| }, | |
| { | |
| "epoch": 21.78, | |
| "learning_rate": 4.540000000000001e-06, | |
| "loss": 0.0006, | |
| "step": 11150 | |
| }, | |
| { | |
| "epoch": 21.83, | |
| "learning_rate": 4.527179487179487e-06, | |
| "loss": 0.0016, | |
| "step": 11175 | |
| }, | |
| { | |
| "epoch": 21.88, | |
| "learning_rate": 4.514358974358975e-06, | |
| "loss": 0.001, | |
| "step": 11200 | |
| }, | |
| { | |
| "epoch": 21.92, | |
| "learning_rate": 4.501538461538462e-06, | |
| "loss": 0.0017, | |
| "step": 11225 | |
| }, | |
| { | |
| "epoch": 21.97, | |
| "learning_rate": 4.488717948717949e-06, | |
| "loss": 0.0015, | |
| "step": 11250 | |
| }, | |
| { | |
| "epoch": 22.02, | |
| "learning_rate": 4.475897435897436e-06, | |
| "loss": 0.0008, | |
| "step": 11275 | |
| }, | |
| { | |
| "epoch": 22.07, | |
| "learning_rate": 4.463076923076923e-06, | |
| "loss": 0.0012, | |
| "step": 11300 | |
| }, | |
| { | |
| "epoch": 22.12, | |
| "learning_rate": 4.450256410256411e-06, | |
| "loss": 0.0005, | |
| "step": 11325 | |
| }, | |
| { | |
| "epoch": 22.17, | |
| "learning_rate": 4.437435897435898e-06, | |
| "loss": 0.001, | |
| "step": 11350 | |
| }, | |
| { | |
| "epoch": 22.22, | |
| "learning_rate": 4.424615384615385e-06, | |
| "loss": 0.0006, | |
| "step": 11375 | |
| }, | |
| { | |
| "epoch": 22.27, | |
| "learning_rate": 4.411794871794872e-06, | |
| "loss": 0.0004, | |
| "step": 11400 | |
| }, | |
| { | |
| "epoch": 22.31, | |
| "learning_rate": 4.398974358974359e-06, | |
| "loss": 0.0007, | |
| "step": 11425 | |
| }, | |
| { | |
| "epoch": 22.36, | |
| "learning_rate": 4.386153846153847e-06, | |
| "loss": 0.0012, | |
| "step": 11450 | |
| }, | |
| { | |
| "epoch": 22.41, | |
| "learning_rate": 4.3733333333333335e-06, | |
| "loss": 0.0009, | |
| "step": 11475 | |
| }, | |
| { | |
| "epoch": 22.46, | |
| "learning_rate": 4.360512820512821e-06, | |
| "loss": 0.0006, | |
| "step": 11500 | |
| }, | |
| { | |
| "epoch": 22.51, | |
| "learning_rate": 4.347692307692308e-06, | |
| "loss": 0.0004, | |
| "step": 11525 | |
| }, | |
| { | |
| "epoch": 22.56, | |
| "learning_rate": 4.334871794871795e-06, | |
| "loss": 0.0003, | |
| "step": 11550 | |
| }, | |
| { | |
| "epoch": 22.61, | |
| "learning_rate": 4.3220512820512825e-06, | |
| "loss": 0.0004, | |
| "step": 11575 | |
| }, | |
| { | |
| "epoch": 22.66, | |
| "learning_rate": 4.309230769230769e-06, | |
| "loss": 0.0004, | |
| "step": 11600 | |
| }, | |
| { | |
| "epoch": 22.71, | |
| "learning_rate": 4.296410256410257e-06, | |
| "loss": 0.0007, | |
| "step": 11625 | |
| }, | |
| { | |
| "epoch": 22.75, | |
| "learning_rate": 4.283589743589744e-06, | |
| "loss": 0.0011, | |
| "step": 11650 | |
| }, | |
| { | |
| "epoch": 22.8, | |
| "learning_rate": 4.2707692307692315e-06, | |
| "loss": 0.0009, | |
| "step": 11675 | |
| }, | |
| { | |
| "epoch": 22.85, | |
| "learning_rate": 4.257948717948718e-06, | |
| "loss": 0.0005, | |
| "step": 11700 | |
| }, | |
| { | |
| "epoch": 22.9, | |
| "learning_rate": 4.245128205128205e-06, | |
| "loss": 0.0009, | |
| "step": 11725 | |
| }, | |
| { | |
| "epoch": 22.95, | |
| "learning_rate": 4.232307692307693e-06, | |
| "loss": 0.001, | |
| "step": 11750 | |
| }, | |
| { | |
| "epoch": 23.0, | |
| "learning_rate": 4.21948717948718e-06, | |
| "loss": 0.0005, | |
| "step": 11775 | |
| }, | |
| { | |
| "epoch": 23.05, | |
| "learning_rate": 4.206666666666667e-06, | |
| "loss": 0.0007, | |
| "step": 11800 | |
| }, | |
| { | |
| "epoch": 23.1, | |
| "learning_rate": 4.193846153846154e-06, | |
| "loss": 0.0012, | |
| "step": 11825 | |
| }, | |
| { | |
| "epoch": 23.14, | |
| "learning_rate": 4.181025641025641e-06, | |
| "loss": 0.0011, | |
| "step": 11850 | |
| }, | |
| { | |
| "epoch": 23.19, | |
| "learning_rate": 4.168205128205129e-06, | |
| "loss": 0.0009, | |
| "step": 11875 | |
| }, | |
| { | |
| "epoch": 23.24, | |
| "learning_rate": 4.1553846153846155e-06, | |
| "loss": 0.0009, | |
| "step": 11900 | |
| }, | |
| { | |
| "epoch": 23.29, | |
| "learning_rate": 4.142564102564103e-06, | |
| "loss": 0.0008, | |
| "step": 11925 | |
| }, | |
| { | |
| "epoch": 23.34, | |
| "learning_rate": 4.12974358974359e-06, | |
| "loss": 0.0004, | |
| "step": 11950 | |
| }, | |
| { | |
| "epoch": 23.39, | |
| "learning_rate": 4.116923076923078e-06, | |
| "loss": 0.0006, | |
| "step": 11975 | |
| }, | |
| { | |
| "epoch": 23.44, | |
| "learning_rate": 4.1041025641025645e-06, | |
| "loss": 0.0003, | |
| "step": 12000 | |
| }, | |
| { | |
| "epoch": 23.44, | |
| "eval_loss": 0.24715840816497803, | |
| "eval_runtime": 3506.3217, | |
| "eval_samples_per_second": 4.672, | |
| "eval_steps_per_second": 0.292, | |
| "eval_wer": 6.205201486138897, | |
| "step": 12000 | |
| }, | |
| { | |
| "epoch": 23.49, | |
| "learning_rate": 4.091282051282051e-06, | |
| "loss": 0.0007, | |
| "step": 12025 | |
| }, | |
| { | |
| "epoch": 23.54, | |
| "learning_rate": 4.078461538461539e-06, | |
| "loss": 0.001, | |
| "step": 12050 | |
| }, | |
| { | |
| "epoch": 23.58, | |
| "learning_rate": 4.065641025641026e-06, | |
| "loss": 0.0011, | |
| "step": 12075 | |
| }, | |
| { | |
| "epoch": 23.63, | |
| "learning_rate": 4.0528205128205135e-06, | |
| "loss": 0.0008, | |
| "step": 12100 | |
| }, | |
| { | |
| "epoch": 23.68, | |
| "learning_rate": 4.04e-06, | |
| "loss": 0.0009, | |
| "step": 12125 | |
| }, | |
| { | |
| "epoch": 23.73, | |
| "learning_rate": 4.027179487179487e-06, | |
| "loss": 0.0007, | |
| "step": 12150 | |
| }, | |
| { | |
| "epoch": 23.78, | |
| "learning_rate": 4.014358974358975e-06, | |
| "loss": 0.0006, | |
| "step": 12175 | |
| }, | |
| { | |
| "epoch": 23.83, | |
| "learning_rate": 4.001538461538462e-06, | |
| "loss": 0.0004, | |
| "step": 12200 | |
| }, | |
| { | |
| "epoch": 23.88, | |
| "learning_rate": 3.988717948717949e-06, | |
| "loss": 0.0008, | |
| "step": 12225 | |
| }, | |
| { | |
| "epoch": 23.93, | |
| "learning_rate": 3.975897435897436e-06, | |
| "loss": 0.0004, | |
| "step": 12250 | |
| }, | |
| { | |
| "epoch": 23.97, | |
| "learning_rate": 3.963076923076924e-06, | |
| "loss": 0.0003, | |
| "step": 12275 | |
| }, | |
| { | |
| "epoch": 24.02, | |
| "learning_rate": 3.950256410256411e-06, | |
| "loss": 0.0012, | |
| "step": 12300 | |
| }, | |
| { | |
| "epoch": 24.07, | |
| "learning_rate": 3.937435897435897e-06, | |
| "loss": 0.0002, | |
| "step": 12325 | |
| }, | |
| { | |
| "epoch": 24.12, | |
| "learning_rate": 3.924615384615385e-06, | |
| "loss": 0.0004, | |
| "step": 12350 | |
| }, | |
| { | |
| "epoch": 24.17, | |
| "learning_rate": 3.911794871794872e-06, | |
| "loss": 0.0003, | |
| "step": 12375 | |
| }, | |
| { | |
| "epoch": 24.22, | |
| "learning_rate": 3.89897435897436e-06, | |
| "loss": 0.0005, | |
| "step": 12400 | |
| }, | |
| { | |
| "epoch": 24.27, | |
| "learning_rate": 3.886153846153846e-06, | |
| "loss": 0.0011, | |
| "step": 12425 | |
| }, | |
| { | |
| "epoch": 24.32, | |
| "learning_rate": 3.873333333333333e-06, | |
| "loss": 0.0007, | |
| "step": 12450 | |
| }, | |
| { | |
| "epoch": 24.37, | |
| "learning_rate": 3.860512820512821e-06, | |
| "loss": 0.0006, | |
| "step": 12475 | |
| }, | |
| { | |
| "epoch": 24.41, | |
| "learning_rate": 3.847692307692308e-06, | |
| "loss": 0.0004, | |
| "step": 12500 | |
| }, | |
| { | |
| "epoch": 24.46, | |
| "learning_rate": 3.834871794871795e-06, | |
| "loss": 0.0003, | |
| "step": 12525 | |
| }, | |
| { | |
| "epoch": 24.51, | |
| "learning_rate": 3.822051282051282e-06, | |
| "loss": 0.0003, | |
| "step": 12550 | |
| }, | |
| { | |
| "epoch": 24.56, | |
| "learning_rate": 3.8092307692307695e-06, | |
| "loss": 0.0006, | |
| "step": 12575 | |
| }, | |
| { | |
| "epoch": 24.61, | |
| "learning_rate": 3.7964102564102567e-06, | |
| "loss": 0.0002, | |
| "step": 12600 | |
| }, | |
| { | |
| "epoch": 24.66, | |
| "learning_rate": 3.783589743589744e-06, | |
| "loss": 0.0004, | |
| "step": 12625 | |
| }, | |
| { | |
| "epoch": 24.71, | |
| "learning_rate": 3.7707692307692312e-06, | |
| "loss": 0.0003, | |
| "step": 12650 | |
| }, | |
| { | |
| "epoch": 24.76, | |
| "learning_rate": 3.7579487179487185e-06, | |
| "loss": 0.0003, | |
| "step": 12675 | |
| }, | |
| { | |
| "epoch": 24.8, | |
| "learning_rate": 3.7451282051282057e-06, | |
| "loss": 0.0007, | |
| "step": 12700 | |
| }, | |
| { | |
| "epoch": 24.85, | |
| "learning_rate": 3.732307692307693e-06, | |
| "loss": 0.001, | |
| "step": 12725 | |
| }, | |
| { | |
| "epoch": 24.9, | |
| "learning_rate": 3.7194871794871794e-06, | |
| "loss": 0.0005, | |
| "step": 12750 | |
| }, | |
| { | |
| "epoch": 24.95, | |
| "learning_rate": 3.7066666666666666e-06, | |
| "loss": 0.0006, | |
| "step": 12775 | |
| }, | |
| { | |
| "epoch": 25.0, | |
| "learning_rate": 3.693846153846154e-06, | |
| "loss": 0.001, | |
| "step": 12800 | |
| }, | |
| { | |
| "epoch": 25.05, | |
| "learning_rate": 3.681025641025641e-06, | |
| "loss": 0.0009, | |
| "step": 12825 | |
| }, | |
| { | |
| "epoch": 25.1, | |
| "learning_rate": 3.6682051282051284e-06, | |
| "loss": 0.001, | |
| "step": 12850 | |
| }, | |
| { | |
| "epoch": 25.15, | |
| "learning_rate": 3.6553846153846156e-06, | |
| "loss": 0.0005, | |
| "step": 12875 | |
| }, | |
| { | |
| "epoch": 25.2, | |
| "learning_rate": 3.642564102564103e-06, | |
| "loss": 0.0005, | |
| "step": 12900 | |
| }, | |
| { | |
| "epoch": 25.24, | |
| "learning_rate": 3.62974358974359e-06, | |
| "loss": 0.0007, | |
| "step": 12925 | |
| }, | |
| { | |
| "epoch": 25.29, | |
| "learning_rate": 3.6169230769230773e-06, | |
| "loss": 0.0006, | |
| "step": 12950 | |
| }, | |
| { | |
| "epoch": 25.34, | |
| "learning_rate": 3.6041025641025646e-06, | |
| "loss": 0.0008, | |
| "step": 12975 | |
| }, | |
| { | |
| "epoch": 25.39, | |
| "learning_rate": 3.591282051282052e-06, | |
| "loss": 0.0012, | |
| "step": 13000 | |
| }, | |
| { | |
| "epoch": 25.39, | |
| "eval_loss": 0.23819763958454132, | |
| "eval_runtime": 3505.409, | |
| "eval_samples_per_second": 4.673, | |
| "eval_steps_per_second": 0.292, | |
| "eval_wer": 6.289225492997999, | |
| "step": 13000 | |
| }, | |
| { | |
| "epoch": 25.44, | |
| "learning_rate": 3.578461538461539e-06, | |
| "loss": 0.0008, | |
| "step": 13025 | |
| }, | |
| { | |
| "epoch": 25.49, | |
| "learning_rate": 3.5656410256410263e-06, | |
| "loss": 0.0004, | |
| "step": 13050 | |
| }, | |
| { | |
| "epoch": 25.54, | |
| "learning_rate": 3.5528205128205127e-06, | |
| "loss": 0.0007, | |
| "step": 13075 | |
| }, | |
| { | |
| "epoch": 25.59, | |
| "learning_rate": 3.54e-06, | |
| "loss": 0.0005, | |
| "step": 13100 | |
| }, | |
| { | |
| "epoch": 25.63, | |
| "learning_rate": 3.5271794871794872e-06, | |
| "loss": 0.0003, | |
| "step": 13125 | |
| }, | |
| { | |
| "epoch": 25.68, | |
| "learning_rate": 3.5143589743589745e-06, | |
| "loss": 0.0007, | |
| "step": 13150 | |
| }, | |
| { | |
| "epoch": 25.73, | |
| "learning_rate": 3.5015384615384617e-06, | |
| "loss": 0.0003, | |
| "step": 13175 | |
| }, | |
| { | |
| "epoch": 25.78, | |
| "learning_rate": 3.488717948717949e-06, | |
| "loss": 0.0005, | |
| "step": 13200 | |
| }, | |
| { | |
| "epoch": 25.83, | |
| "learning_rate": 3.4758974358974362e-06, | |
| "loss": 0.0006, | |
| "step": 13225 | |
| }, | |
| { | |
| "epoch": 25.88, | |
| "learning_rate": 3.4630769230769235e-06, | |
| "loss": 0.0007, | |
| "step": 13250 | |
| }, | |
| { | |
| "epoch": 25.93, | |
| "learning_rate": 3.4502564102564107e-06, | |
| "loss": 0.0004, | |
| "step": 13275 | |
| }, | |
| { | |
| "epoch": 25.98, | |
| "learning_rate": 3.437435897435898e-06, | |
| "loss": 0.0006, | |
| "step": 13300 | |
| }, | |
| { | |
| "epoch": 26.03, | |
| "learning_rate": 3.4246153846153852e-06, | |
| "loss": 0.0006, | |
| "step": 13325 | |
| }, | |
| { | |
| "epoch": 26.07, | |
| "learning_rate": 3.4117948717948725e-06, | |
| "loss": 0.0003, | |
| "step": 13350 | |
| }, | |
| { | |
| "epoch": 26.12, | |
| "learning_rate": 3.398974358974359e-06, | |
| "loss": 0.0004, | |
| "step": 13375 | |
| }, | |
| { | |
| "epoch": 26.17, | |
| "learning_rate": 3.386153846153846e-06, | |
| "loss": 0.0004, | |
| "step": 13400 | |
| }, | |
| { | |
| "epoch": 26.22, | |
| "learning_rate": 3.3733333333333334e-06, | |
| "loss": 0.0005, | |
| "step": 13425 | |
| }, | |
| { | |
| "epoch": 26.27, | |
| "learning_rate": 3.3605128205128206e-06, | |
| "loss": 0.0004, | |
| "step": 13450 | |
| }, | |
| { | |
| "epoch": 26.32, | |
| "learning_rate": 3.347692307692308e-06, | |
| "loss": 0.0002, | |
| "step": 13475 | |
| }, | |
| { | |
| "epoch": 26.37, | |
| "learning_rate": 3.334871794871795e-06, | |
| "loss": 0.0003, | |
| "step": 13500 | |
| }, | |
| { | |
| "epoch": 26.42, | |
| "learning_rate": 3.3220512820512824e-06, | |
| "loss": 0.0002, | |
| "step": 13525 | |
| }, | |
| { | |
| "epoch": 26.46, | |
| "learning_rate": 3.3092307692307696e-06, | |
| "loss": 0.0005, | |
| "step": 13550 | |
| }, | |
| { | |
| "epoch": 26.51, | |
| "learning_rate": 3.296410256410257e-06, | |
| "loss": 0.0007, | |
| "step": 13575 | |
| }, | |
| { | |
| "epoch": 26.56, | |
| "learning_rate": 3.283589743589744e-06, | |
| "loss": 0.0003, | |
| "step": 13600 | |
| }, | |
| { | |
| "epoch": 26.61, | |
| "learning_rate": 3.2707692307692313e-06, | |
| "loss": 0.0004, | |
| "step": 13625 | |
| }, | |
| { | |
| "epoch": 26.66, | |
| "learning_rate": 3.2579487179487186e-06, | |
| "loss": 0.0002, | |
| "step": 13650 | |
| }, | |
| { | |
| "epoch": 26.71, | |
| "learning_rate": 3.245128205128205e-06, | |
| "loss": 0.0008, | |
| "step": 13675 | |
| }, | |
| { | |
| "epoch": 26.76, | |
| "learning_rate": 3.2323076923076922e-06, | |
| "loss": 0.0004, | |
| "step": 13700 | |
| }, | |
| { | |
| "epoch": 26.81, | |
| "learning_rate": 3.2194871794871795e-06, | |
| "loss": 0.0003, | |
| "step": 13725 | |
| }, | |
| { | |
| "epoch": 26.86, | |
| "learning_rate": 3.2066666666666667e-06, | |
| "loss": 0.0004, | |
| "step": 13750 | |
| }, | |
| { | |
| "epoch": 26.9, | |
| "learning_rate": 3.193846153846154e-06, | |
| "loss": 0.0002, | |
| "step": 13775 | |
| }, | |
| { | |
| "epoch": 26.95, | |
| "learning_rate": 3.1810256410256412e-06, | |
| "loss": 0.0003, | |
| "step": 13800 | |
| }, | |
| { | |
| "epoch": 27.0, | |
| "learning_rate": 3.1682051282051285e-06, | |
| "loss": 0.0005, | |
| "step": 13825 | |
| }, | |
| { | |
| "epoch": 27.05, | |
| "learning_rate": 3.1553846153846157e-06, | |
| "loss": 0.0002, | |
| "step": 13850 | |
| }, | |
| { | |
| "epoch": 27.1, | |
| "learning_rate": 3.142564102564103e-06, | |
| "loss": 0.0002, | |
| "step": 13875 | |
| }, | |
| { | |
| "epoch": 27.15, | |
| "learning_rate": 3.1297435897435902e-06, | |
| "loss": 0.0002, | |
| "step": 13900 | |
| }, | |
| { | |
| "epoch": 27.2, | |
| "learning_rate": 3.1169230769230775e-06, | |
| "loss": 0.0002, | |
| "step": 13925 | |
| }, | |
| { | |
| "epoch": 27.25, | |
| "learning_rate": 3.1041025641025647e-06, | |
| "loss": 0.0001, | |
| "step": 13950 | |
| }, | |
| { | |
| "epoch": 27.29, | |
| "learning_rate": 3.091282051282051e-06, | |
| "loss": 0.0001, | |
| "step": 13975 | |
| }, | |
| { | |
| "epoch": 27.34, | |
| "learning_rate": 3.0784615384615384e-06, | |
| "loss": 0.0001, | |
| "step": 14000 | |
| }, | |
| { | |
| "epoch": 27.34, | |
| "eval_loss": 0.25495532155036926, | |
| "eval_runtime": 3512.4249, | |
| "eval_samples_per_second": 4.663, | |
| "eval_steps_per_second": 0.292, | |
| "eval_wer": 5.994855673049443, | |
| "step": 14000 | |
| }, | |
| { | |
| "epoch": 27.39, | |
| "learning_rate": 3.0656410256410256e-06, | |
| "loss": 0.0001, | |
| "step": 14025 | |
| }, | |
| { | |
| "epoch": 27.44, | |
| "learning_rate": 3.052820512820513e-06, | |
| "loss": 0.0003, | |
| "step": 14050 | |
| }, | |
| { | |
| "epoch": 27.49, | |
| "learning_rate": 3.04e-06, | |
| "loss": 0.0001, | |
| "step": 14075 | |
| }, | |
| { | |
| "epoch": 27.54, | |
| "learning_rate": 3.0271794871794874e-06, | |
| "loss": 0.0005, | |
| "step": 14100 | |
| }, | |
| { | |
| "epoch": 27.59, | |
| "learning_rate": 3.0143589743589746e-06, | |
| "loss": 0.0002, | |
| "step": 14125 | |
| }, | |
| { | |
| "epoch": 27.64, | |
| "learning_rate": 3.001538461538462e-06, | |
| "loss": 0.0002, | |
| "step": 14150 | |
| }, | |
| { | |
| "epoch": 27.69, | |
| "learning_rate": 2.988717948717949e-06, | |
| "loss": 0.0002, | |
| "step": 14175 | |
| }, | |
| { | |
| "epoch": 27.73, | |
| "learning_rate": 2.9758974358974364e-06, | |
| "loss": 0.0002, | |
| "step": 14200 | |
| }, | |
| { | |
| "epoch": 27.78, | |
| "learning_rate": 2.9630769230769236e-06, | |
| "loss": 0.0002, | |
| "step": 14225 | |
| }, | |
| { | |
| "epoch": 27.83, | |
| "learning_rate": 2.950769230769231e-06, | |
| "loss": 0.0003, | |
| "step": 14250 | |
| }, | |
| { | |
| "epoch": 27.88, | |
| "learning_rate": 2.9379487179487183e-06, | |
| "loss": 0.0001, | |
| "step": 14275 | |
| }, | |
| { | |
| "epoch": 27.93, | |
| "learning_rate": 2.9251282051282055e-06, | |
| "loss": 0.0001, | |
| "step": 14300 | |
| }, | |
| { | |
| "epoch": 27.98, | |
| "learning_rate": 2.9123076923076928e-06, | |
| "loss": 0.0001, | |
| "step": 14325 | |
| }, | |
| { | |
| "epoch": 28.03, | |
| "learning_rate": 2.89948717948718e-06, | |
| "loss": 0.0002, | |
| "step": 14350 | |
| }, | |
| { | |
| "epoch": 28.08, | |
| "learning_rate": 2.8866666666666673e-06, | |
| "loss": 0.0001, | |
| "step": 14375 | |
| }, | |
| { | |
| "epoch": 28.12, | |
| "learning_rate": 2.873846153846154e-06, | |
| "loss": 0.0002, | |
| "step": 14400 | |
| }, | |
| { | |
| "epoch": 28.17, | |
| "learning_rate": 2.8610256410256413e-06, | |
| "loss": 0.0002, | |
| "step": 14425 | |
| }, | |
| { | |
| "epoch": 28.22, | |
| "learning_rate": 2.848205128205128e-06, | |
| "loss": 0.0005, | |
| "step": 14450 | |
| }, | |
| { | |
| "epoch": 28.27, | |
| "learning_rate": 2.8353846153846154e-06, | |
| "loss": 0.0001, | |
| "step": 14475 | |
| }, | |
| { | |
| "epoch": 28.32, | |
| "learning_rate": 2.8225641025641027e-06, | |
| "loss": 0.0001, | |
| "step": 14500 | |
| }, | |
| { | |
| "epoch": 28.37, | |
| "learning_rate": 2.80974358974359e-06, | |
| "loss": 0.0003, | |
| "step": 14525 | |
| }, | |
| { | |
| "epoch": 28.42, | |
| "learning_rate": 2.796923076923077e-06, | |
| "loss": 0.0004, | |
| "step": 14550 | |
| }, | |
| { | |
| "epoch": 28.47, | |
| "learning_rate": 2.7841025641025644e-06, | |
| "loss": 0.0006, | |
| "step": 14575 | |
| }, | |
| { | |
| "epoch": 28.52, | |
| "learning_rate": 2.7712820512820516e-06, | |
| "loss": 0.0001, | |
| "step": 14600 | |
| }, | |
| { | |
| "epoch": 28.56, | |
| "learning_rate": 2.758461538461539e-06, | |
| "loss": 0.0003, | |
| "step": 14625 | |
| }, | |
| { | |
| "epoch": 28.61, | |
| "learning_rate": 2.745641025641026e-06, | |
| "loss": 0.0002, | |
| "step": 14650 | |
| }, | |
| { | |
| "epoch": 28.66, | |
| "learning_rate": 2.7328205128205134e-06, | |
| "loss": 0.0002, | |
| "step": 14675 | |
| }, | |
| { | |
| "epoch": 28.71, | |
| "learning_rate": 2.7200000000000002e-06, | |
| "loss": 0.0001, | |
| "step": 14700 | |
| }, | |
| { | |
| "epoch": 28.76, | |
| "learning_rate": 2.7071794871794875e-06, | |
| "loss": 0.0003, | |
| "step": 14725 | |
| }, | |
| { | |
| "epoch": 28.81, | |
| "learning_rate": 2.6943589743589743e-06, | |
| "loss": 0.0001, | |
| "step": 14750 | |
| }, | |
| { | |
| "epoch": 28.86, | |
| "learning_rate": 2.6815384615384615e-06, | |
| "loss": 0.0004, | |
| "step": 14775 | |
| }, | |
| { | |
| "epoch": 28.91, | |
| "learning_rate": 2.6687179487179488e-06, | |
| "loss": 0.0006, | |
| "step": 14800 | |
| }, | |
| { | |
| "epoch": 28.96, | |
| "learning_rate": 2.655897435897436e-06, | |
| "loss": 0.0005, | |
| "step": 14825 | |
| }, | |
| { | |
| "epoch": 29.0, | |
| "learning_rate": 2.6430769230769233e-06, | |
| "loss": 0.0002, | |
| "step": 14850 | |
| }, | |
| { | |
| "epoch": 29.05, | |
| "learning_rate": 2.6302564102564105e-06, | |
| "loss": 0.0006, | |
| "step": 14875 | |
| }, | |
| { | |
| "epoch": 29.1, | |
| "learning_rate": 2.6174358974358978e-06, | |
| "loss": 0.0004, | |
| "step": 14900 | |
| }, | |
| { | |
| "epoch": 29.15, | |
| "learning_rate": 2.604615384615385e-06, | |
| "loss": 0.0005, | |
| "step": 14925 | |
| }, | |
| { | |
| "epoch": 29.2, | |
| "learning_rate": 2.5917948717948723e-06, | |
| "loss": 0.0002, | |
| "step": 14950 | |
| }, | |
| { | |
| "epoch": 29.25, | |
| "learning_rate": 2.5789743589743595e-06, | |
| "loss": 0.0005, | |
| "step": 14975 | |
| }, | |
| { | |
| "epoch": 29.3, | |
| "learning_rate": 2.5661538461538463e-06, | |
| "loss": 0.0006, | |
| "step": 15000 | |
| }, | |
| { | |
| "epoch": 29.3, | |
| "eval_loss": 0.25740066170692444, | |
| "eval_runtime": 3497.5649, | |
| "eval_samples_per_second": 4.683, | |
| "eval_steps_per_second": 0.293, | |
| "eval_wer": 6.360674478422407, | |
| "step": 15000 | |
| }, | |
| { | |
| "epoch": 29.35, | |
| "learning_rate": 2.5533333333333336e-06, | |
| "loss": 0.0005, | |
| "step": 15025 | |
| }, | |
| { | |
| "epoch": 29.39, | |
| "learning_rate": 2.5405128205128204e-06, | |
| "loss": 0.0003, | |
| "step": 15050 | |
| }, | |
| { | |
| "epoch": 29.44, | |
| "learning_rate": 2.5276923076923077e-06, | |
| "loss": 0.0002, | |
| "step": 15075 | |
| }, | |
| { | |
| "epoch": 29.49, | |
| "learning_rate": 2.514871794871795e-06, | |
| "loss": 0.0004, | |
| "step": 15100 | |
| }, | |
| { | |
| "epoch": 29.54, | |
| "learning_rate": 2.502051282051282e-06, | |
| "loss": 0.0006, | |
| "step": 15125 | |
| }, | |
| { | |
| "epoch": 29.59, | |
| "learning_rate": 2.4892307692307694e-06, | |
| "loss": 0.0004, | |
| "step": 15150 | |
| }, | |
| { | |
| "epoch": 29.64, | |
| "learning_rate": 2.4764102564102567e-06, | |
| "loss": 0.0008, | |
| "step": 15175 | |
| }, | |
| { | |
| "epoch": 29.69, | |
| "learning_rate": 2.463589743589744e-06, | |
| "loss": 0.0006, | |
| "step": 15200 | |
| }, | |
| { | |
| "epoch": 29.74, | |
| "learning_rate": 2.450769230769231e-06, | |
| "loss": 0.0003, | |
| "step": 15225 | |
| }, | |
| { | |
| "epoch": 29.79, | |
| "learning_rate": 2.4379487179487184e-06, | |
| "loss": 0.001, | |
| "step": 15250 | |
| }, | |
| { | |
| "epoch": 29.83, | |
| "learning_rate": 2.4251282051282056e-06, | |
| "loss": 0.0002, | |
| "step": 15275 | |
| }, | |
| { | |
| "epoch": 29.88, | |
| "learning_rate": 2.4123076923076925e-06, | |
| "loss": 0.0007, | |
| "step": 15300 | |
| }, | |
| { | |
| "epoch": 29.93, | |
| "learning_rate": 2.3994871794871797e-06, | |
| "loss": 0.0002, | |
| "step": 15325 | |
| }, | |
| { | |
| "epoch": 29.98, | |
| "learning_rate": 2.386666666666667e-06, | |
| "loss": 0.0003, | |
| "step": 15350 | |
| }, | |
| { | |
| "epoch": 30.03, | |
| "learning_rate": 2.3738461538461542e-06, | |
| "loss": 0.0005, | |
| "step": 15375 | |
| }, | |
| { | |
| "epoch": 30.08, | |
| "learning_rate": 2.3610256410256415e-06, | |
| "loss": 0.0002, | |
| "step": 15400 | |
| }, | |
| { | |
| "epoch": 30.13, | |
| "learning_rate": 2.3482051282051287e-06, | |
| "loss": 0.0005, | |
| "step": 15425 | |
| }, | |
| { | |
| "epoch": 30.18, | |
| "learning_rate": 2.3353846153846155e-06, | |
| "loss": 0.0003, | |
| "step": 15450 | |
| }, | |
| { | |
| "epoch": 30.22, | |
| "learning_rate": 2.3225641025641028e-06, | |
| "loss": 0.0003, | |
| "step": 15475 | |
| }, | |
| { | |
| "epoch": 30.27, | |
| "learning_rate": 2.30974358974359e-06, | |
| "loss": 0.0002, | |
| "step": 15500 | |
| }, | |
| { | |
| "epoch": 30.32, | |
| "learning_rate": 2.2969230769230773e-06, | |
| "loss": 0.0002, | |
| "step": 15525 | |
| }, | |
| { | |
| "epoch": 30.37, | |
| "learning_rate": 2.2841025641025645e-06, | |
| "loss": 0.0001, | |
| "step": 15550 | |
| }, | |
| { | |
| "epoch": 30.42, | |
| "learning_rate": 2.2712820512820518e-06, | |
| "loss": 0.0002, | |
| "step": 15575 | |
| }, | |
| { | |
| "epoch": 30.47, | |
| "learning_rate": 2.2584615384615386e-06, | |
| "loss": 0.0001, | |
| "step": 15600 | |
| }, | |
| { | |
| "epoch": 30.52, | |
| "learning_rate": 2.245641025641026e-06, | |
| "loss": 0.0005, | |
| "step": 15625 | |
| }, | |
| { | |
| "epoch": 30.57, | |
| "learning_rate": 2.232820512820513e-06, | |
| "loss": 0.0007, | |
| "step": 15650 | |
| }, | |
| { | |
| "epoch": 30.62, | |
| "learning_rate": 2.2200000000000003e-06, | |
| "loss": 0.0004, | |
| "step": 15675 | |
| }, | |
| { | |
| "epoch": 30.66, | |
| "learning_rate": 2.2071794871794876e-06, | |
| "loss": 0.0003, | |
| "step": 15700 | |
| }, | |
| { | |
| "epoch": 30.71, | |
| "learning_rate": 2.194358974358975e-06, | |
| "loss": 0.0002, | |
| "step": 15725 | |
| }, | |
| { | |
| "epoch": 30.76, | |
| "learning_rate": 2.1815384615384617e-06, | |
| "loss": 0.0002, | |
| "step": 15750 | |
| }, | |
| { | |
| "epoch": 30.81, | |
| "learning_rate": 2.168717948717949e-06, | |
| "loss": 0.0007, | |
| "step": 15775 | |
| }, | |
| { | |
| "epoch": 30.86, | |
| "learning_rate": 2.155897435897436e-06, | |
| "loss": 0.0002, | |
| "step": 15800 | |
| }, | |
| { | |
| "epoch": 30.91, | |
| "learning_rate": 2.1430769230769234e-06, | |
| "loss": 0.0001, | |
| "step": 15825 | |
| }, | |
| { | |
| "epoch": 30.96, | |
| "learning_rate": 2.1302564102564107e-06, | |
| "loss": 0.0001, | |
| "step": 15850 | |
| }, | |
| { | |
| "epoch": 31.01, | |
| "learning_rate": 2.117435897435898e-06, | |
| "loss": 0.0001, | |
| "step": 15875 | |
| }, | |
| { | |
| "epoch": 31.05, | |
| "learning_rate": 2.1046153846153847e-06, | |
| "loss": 0.0001, | |
| "step": 15900 | |
| }, | |
| { | |
| "epoch": 31.1, | |
| "learning_rate": 2.091794871794872e-06, | |
| "loss": 0.0001, | |
| "step": 15925 | |
| }, | |
| { | |
| "epoch": 31.15, | |
| "learning_rate": 2.0789743589743592e-06, | |
| "loss": 0.0001, | |
| "step": 15950 | |
| }, | |
| { | |
| "epoch": 31.2, | |
| "learning_rate": 2.0661538461538465e-06, | |
| "loss": 0.0001, | |
| "step": 15975 | |
| }, | |
| { | |
| "epoch": 31.25, | |
| "learning_rate": 2.0533333333333337e-06, | |
| "loss": 0.0001, | |
| "step": 16000 | |
| }, | |
| { | |
| "epoch": 31.25, | |
| "eval_loss": 0.2583903968334198, | |
| "eval_runtime": 3498.2451, | |
| "eval_samples_per_second": 4.682, | |
| "eval_steps_per_second": 0.293, | |
| "eval_wer": 6.014289797084881, | |
| "step": 16000 | |
| }, | |
| { | |
| "epoch": 31.3, | |
| "learning_rate": 2.040512820512821e-06, | |
| "loss": 0.0001, | |
| "step": 16025 | |
| }, | |
| { | |
| "epoch": 31.35, | |
| "learning_rate": 2.027692307692308e-06, | |
| "loss": 0.0001, | |
| "step": 16050 | |
| }, | |
| { | |
| "epoch": 31.4, | |
| "learning_rate": 2.014871794871795e-06, | |
| "loss": 0.0001, | |
| "step": 16075 | |
| }, | |
| { | |
| "epoch": 31.45, | |
| "learning_rate": 2.0020512820512823e-06, | |
| "loss": 0.0001, | |
| "step": 16100 | |
| }, | |
| { | |
| "epoch": 31.49, | |
| "learning_rate": 1.9892307692307695e-06, | |
| "loss": 0.0001, | |
| "step": 16125 | |
| }, | |
| { | |
| "epoch": 31.54, | |
| "learning_rate": 1.9764102564102568e-06, | |
| "loss": 0.0001, | |
| "step": 16150 | |
| }, | |
| { | |
| "epoch": 31.59, | |
| "learning_rate": 1.963589743589744e-06, | |
| "loss": 0.0001, | |
| "step": 16175 | |
| }, | |
| { | |
| "epoch": 31.64, | |
| "learning_rate": 1.950769230769231e-06, | |
| "loss": 0.0001, | |
| "step": 16200 | |
| }, | |
| { | |
| "epoch": 31.69, | |
| "learning_rate": 1.937948717948718e-06, | |
| "loss": 0.0001, | |
| "step": 16225 | |
| }, | |
| { | |
| "epoch": 31.74, | |
| "learning_rate": 1.9251282051282054e-06, | |
| "loss": 0.0001, | |
| "step": 16250 | |
| }, | |
| { | |
| "epoch": 31.79, | |
| "learning_rate": 1.9123076923076926e-06, | |
| "loss": 0.0001, | |
| "step": 16275 | |
| }, | |
| { | |
| "epoch": 31.84, | |
| "learning_rate": 1.8994871794871796e-06, | |
| "loss": 0.0001, | |
| "step": 16300 | |
| }, | |
| { | |
| "epoch": 31.88, | |
| "learning_rate": 1.8866666666666669e-06, | |
| "loss": 0.0001, | |
| "step": 16325 | |
| }, | |
| { | |
| "epoch": 31.93, | |
| "learning_rate": 1.873846153846154e-06, | |
| "loss": 0.0001, | |
| "step": 16350 | |
| }, | |
| { | |
| "epoch": 31.98, | |
| "learning_rate": 1.8610256410256412e-06, | |
| "loss": 0.0001, | |
| "step": 16375 | |
| }, | |
| { | |
| "epoch": 32.03, | |
| "learning_rate": 1.8482051282051284e-06, | |
| "loss": 0.0001, | |
| "step": 16400 | |
| }, | |
| { | |
| "epoch": 32.08, | |
| "learning_rate": 1.8353846153846155e-06, | |
| "loss": 0.0001, | |
| "step": 16425 | |
| }, | |
| { | |
| "epoch": 32.13, | |
| "learning_rate": 1.8225641025641027e-06, | |
| "loss": 0.0001, | |
| "step": 16450 | |
| }, | |
| { | |
| "epoch": 32.18, | |
| "learning_rate": 1.80974358974359e-06, | |
| "loss": 0.0001, | |
| "step": 16475 | |
| }, | |
| { | |
| "epoch": 32.23, | |
| "learning_rate": 1.796923076923077e-06, | |
| "loss": 0.0001, | |
| "step": 16500 | |
| }, | |
| { | |
| "epoch": 32.28, | |
| "learning_rate": 1.7841025641025642e-06, | |
| "loss": 0.0001, | |
| "step": 16525 | |
| }, | |
| { | |
| "epoch": 32.32, | |
| "learning_rate": 1.7712820512820515e-06, | |
| "loss": 0.0001, | |
| "step": 16550 | |
| }, | |
| { | |
| "epoch": 32.37, | |
| "learning_rate": 1.7584615384615385e-06, | |
| "loss": 0.0001, | |
| "step": 16575 | |
| }, | |
| { | |
| "epoch": 32.42, | |
| "learning_rate": 1.7456410256410258e-06, | |
| "loss": 0.0001, | |
| "step": 16600 | |
| }, | |
| { | |
| "epoch": 32.47, | |
| "learning_rate": 1.732820512820513e-06, | |
| "loss": 0.0001, | |
| "step": 16625 | |
| }, | |
| { | |
| "epoch": 32.52, | |
| "learning_rate": 1.72e-06, | |
| "loss": 0.0001, | |
| "step": 16650 | |
| }, | |
| { | |
| "epoch": 32.57, | |
| "learning_rate": 1.7071794871794873e-06, | |
| "loss": 0.0001, | |
| "step": 16675 | |
| }, | |
| { | |
| "epoch": 32.62, | |
| "learning_rate": 1.6943589743589745e-06, | |
| "loss": 0.0001, | |
| "step": 16700 | |
| }, | |
| { | |
| "epoch": 32.67, | |
| "learning_rate": 1.6815384615384616e-06, | |
| "loss": 0.0001, | |
| "step": 16725 | |
| }, | |
| { | |
| "epoch": 32.71, | |
| "learning_rate": 1.6687179487179488e-06, | |
| "loss": 0.0001, | |
| "step": 16750 | |
| }, | |
| { | |
| "epoch": 32.76, | |
| "learning_rate": 1.655897435897436e-06, | |
| "loss": 0.0001, | |
| "step": 16775 | |
| }, | |
| { | |
| "epoch": 32.81, | |
| "learning_rate": 1.6430769230769233e-06, | |
| "loss": 0.0001, | |
| "step": 16800 | |
| }, | |
| { | |
| "epoch": 32.86, | |
| "learning_rate": 1.6302564102564104e-06, | |
| "loss": 0.0001, | |
| "step": 16825 | |
| }, | |
| { | |
| "epoch": 32.91, | |
| "learning_rate": 1.6174358974358976e-06, | |
| "loss": 0.0001, | |
| "step": 16850 | |
| }, | |
| { | |
| "epoch": 32.96, | |
| "learning_rate": 1.6046153846153846e-06, | |
| "loss": 0.0001, | |
| "step": 16875 | |
| }, | |
| { | |
| "epoch": 33.01, | |
| "learning_rate": 1.5917948717948719e-06, | |
| "loss": 0.0001, | |
| "step": 16900 | |
| }, | |
| { | |
| "epoch": 33.06, | |
| "learning_rate": 1.5789743589743591e-06, | |
| "loss": 0.0001, | |
| "step": 16925 | |
| }, | |
| { | |
| "epoch": 33.11, | |
| "learning_rate": 1.5661538461538464e-06, | |
| "loss": 0.0001, | |
| "step": 16950 | |
| }, | |
| { | |
| "epoch": 33.15, | |
| "learning_rate": 1.5533333333333334e-06, | |
| "loss": 0.0001, | |
| "step": 16975 | |
| }, | |
| { | |
| "epoch": 33.2, | |
| "learning_rate": 1.5405128205128207e-06, | |
| "loss": 0.0001, | |
| "step": 17000 | |
| }, | |
| { | |
| "epoch": 33.2, | |
| "eval_loss": 0.26860281825065613, | |
| "eval_runtime": 3497.2481, | |
| "eval_samples_per_second": 4.684, | |
| "eval_steps_per_second": 0.293, | |
| "eval_wer": 5.948556730494427, | |
| "step": 17000 | |
| }, | |
| { | |
| "epoch": 33.25, | |
| "learning_rate": 1.5276923076923077e-06, | |
| "loss": 0.0001, | |
| "step": 17025 | |
| }, | |
| { | |
| "epoch": 33.3, | |
| "learning_rate": 1.514871794871795e-06, | |
| "loss": 0.0001, | |
| "step": 17050 | |
| }, | |
| { | |
| "epoch": 33.35, | |
| "learning_rate": 1.5020512820512822e-06, | |
| "loss": 0.0001, | |
| "step": 17075 | |
| }, | |
| { | |
| "epoch": 33.4, | |
| "learning_rate": 1.4892307692307695e-06, | |
| "loss": 0.0001, | |
| "step": 17100 | |
| }, | |
| { | |
| "epoch": 33.45, | |
| "learning_rate": 1.4764102564102565e-06, | |
| "loss": 0.0001, | |
| "step": 17125 | |
| }, | |
| { | |
| "epoch": 33.5, | |
| "learning_rate": 1.4635897435897437e-06, | |
| "loss": 0.0001, | |
| "step": 17150 | |
| }, | |
| { | |
| "epoch": 33.54, | |
| "learning_rate": 1.4507692307692308e-06, | |
| "loss": 0.0001, | |
| "step": 17175 | |
| }, | |
| { | |
| "epoch": 33.59, | |
| "learning_rate": 1.437948717948718e-06, | |
| "loss": 0.0001, | |
| "step": 17200 | |
| }, | |
| { | |
| "epoch": 33.64, | |
| "learning_rate": 1.4251282051282053e-06, | |
| "loss": 0.0001, | |
| "step": 17225 | |
| }, | |
| { | |
| "epoch": 33.69, | |
| "learning_rate": 1.4123076923076925e-06, | |
| "loss": 0.0001, | |
| "step": 17250 | |
| }, | |
| { | |
| "epoch": 33.74, | |
| "learning_rate": 1.3994871794871796e-06, | |
| "loss": 0.0001, | |
| "step": 17275 | |
| }, | |
| { | |
| "epoch": 33.79, | |
| "learning_rate": 1.3866666666666668e-06, | |
| "loss": 0.0001, | |
| "step": 17300 | |
| }, | |
| { | |
| "epoch": 33.84, | |
| "learning_rate": 1.3738461538461538e-06, | |
| "loss": 0.0001, | |
| "step": 17325 | |
| }, | |
| { | |
| "epoch": 33.89, | |
| "learning_rate": 1.361025641025641e-06, | |
| "loss": 0.0001, | |
| "step": 17350 | |
| }, | |
| { | |
| "epoch": 33.94, | |
| "learning_rate": 1.3482051282051283e-06, | |
| "loss": 0.0001, | |
| "step": 17375 | |
| }, | |
| { | |
| "epoch": 33.98, | |
| "learning_rate": 1.3353846153846156e-06, | |
| "loss": 0.0001, | |
| "step": 17400 | |
| }, | |
| { | |
| "epoch": 34.03, | |
| "learning_rate": 1.3225641025641026e-06, | |
| "loss": 0.0001, | |
| "step": 17425 | |
| }, | |
| { | |
| "epoch": 34.08, | |
| "learning_rate": 1.3097435897435899e-06, | |
| "loss": 0.0001, | |
| "step": 17450 | |
| }, | |
| { | |
| "epoch": 34.13, | |
| "learning_rate": 1.296923076923077e-06, | |
| "loss": 0.0001, | |
| "step": 17475 | |
| }, | |
| { | |
| "epoch": 34.18, | |
| "learning_rate": 1.2841025641025641e-06, | |
| "loss": 0.0001, | |
| "step": 17500 | |
| }, | |
| { | |
| "epoch": 34.23, | |
| "learning_rate": 1.2712820512820514e-06, | |
| "loss": 0.0001, | |
| "step": 17525 | |
| }, | |
| { | |
| "epoch": 34.28, | |
| "learning_rate": 1.2584615384615386e-06, | |
| "loss": 0.0001, | |
| "step": 17550 | |
| }, | |
| { | |
| "epoch": 34.33, | |
| "learning_rate": 1.2456410256410257e-06, | |
| "loss": 0.0001, | |
| "step": 17575 | |
| }, | |
| { | |
| "epoch": 34.38, | |
| "learning_rate": 1.232820512820513e-06, | |
| "loss": 0.0001, | |
| "step": 17600 | |
| }, | |
| { | |
| "epoch": 34.42, | |
| "learning_rate": 1.2200000000000002e-06, | |
| "loss": 0.0001, | |
| "step": 17625 | |
| }, | |
| { | |
| "epoch": 34.47, | |
| "learning_rate": 1.2071794871794872e-06, | |
| "loss": 0.0001, | |
| "step": 17650 | |
| }, | |
| { | |
| "epoch": 34.52, | |
| "learning_rate": 1.1943589743589745e-06, | |
| "loss": 0.0001, | |
| "step": 17675 | |
| }, | |
| { | |
| "epoch": 34.57, | |
| "learning_rate": 1.1815384615384617e-06, | |
| "loss": 0.0001, | |
| "step": 17700 | |
| }, | |
| { | |
| "epoch": 34.62, | |
| "learning_rate": 1.1687179487179487e-06, | |
| "loss": 0.0001, | |
| "step": 17725 | |
| }, | |
| { | |
| "epoch": 34.67, | |
| "learning_rate": 1.155897435897436e-06, | |
| "loss": 0.0001, | |
| "step": 17750 | |
| }, | |
| { | |
| "epoch": 34.72, | |
| "learning_rate": 1.1430769230769232e-06, | |
| "loss": 0.0001, | |
| "step": 17775 | |
| }, | |
| { | |
| "epoch": 34.77, | |
| "learning_rate": 1.1302564102564103e-06, | |
| "loss": 0.0001, | |
| "step": 17800 | |
| }, | |
| { | |
| "epoch": 34.81, | |
| "learning_rate": 1.1174358974358975e-06, | |
| "loss": 0.0001, | |
| "step": 17825 | |
| }, | |
| { | |
| "epoch": 34.86, | |
| "learning_rate": 1.1046153846153848e-06, | |
| "loss": 0.0001, | |
| "step": 17850 | |
| }, | |
| { | |
| "epoch": 34.91, | |
| "learning_rate": 1.0917948717948718e-06, | |
| "loss": 0.0001, | |
| "step": 17875 | |
| }, | |
| { | |
| "epoch": 34.96, | |
| "learning_rate": 1.078974358974359e-06, | |
| "loss": 0.0001, | |
| "step": 17900 | |
| }, | |
| { | |
| "epoch": 35.01, | |
| "learning_rate": 1.0661538461538463e-06, | |
| "loss": 0.0001, | |
| "step": 17925 | |
| }, | |
| { | |
| "epoch": 35.06, | |
| "learning_rate": 1.0533333333333333e-06, | |
| "loss": 0.0001, | |
| "step": 17950 | |
| }, | |
| { | |
| "epoch": 35.11, | |
| "learning_rate": 1.0405128205128206e-06, | |
| "loss": 0.0, | |
| "step": 17975 | |
| }, | |
| { | |
| "epoch": 35.16, | |
| "learning_rate": 1.0276923076923078e-06, | |
| "loss": 0.0, | |
| "step": 18000 | |
| }, | |
| { | |
| "epoch": 35.16, | |
| "eval_loss": 0.2735806107521057, | |
| "eval_runtime": 3545.141, | |
| "eval_samples_per_second": 4.62, | |
| "eval_steps_per_second": 0.289, | |
| "eval_wer": 5.919405544441269, | |
| "step": 18000 | |
| }, | |
| { | |
| "epoch": 35.21, | |
| "learning_rate": 1.0148717948717949e-06, | |
| "loss": 0.0, | |
| "step": 18025 | |
| }, | |
| { | |
| "epoch": 35.25, | |
| "learning_rate": 1.0020512820512821e-06, | |
| "loss": 0.0, | |
| "step": 18050 | |
| }, | |
| { | |
| "epoch": 35.3, | |
| "learning_rate": 9.892307692307694e-07, | |
| "loss": 0.0001, | |
| "step": 18075 | |
| }, | |
| { | |
| "epoch": 35.35, | |
| "learning_rate": 9.764102564102564e-07, | |
| "loss": 0.0001, | |
| "step": 18100 | |
| }, | |
| { | |
| "epoch": 35.4, | |
| "learning_rate": 9.635897435897437e-07, | |
| "loss": 0.0001, | |
| "step": 18125 | |
| }, | |
| { | |
| "epoch": 35.45, | |
| "learning_rate": 9.507692307692308e-07, | |
| "loss": 0.0001, | |
| "step": 18150 | |
| }, | |
| { | |
| "epoch": 35.5, | |
| "learning_rate": 9.37948717948718e-07, | |
| "loss": 0.0, | |
| "step": 18175 | |
| }, | |
| { | |
| "epoch": 35.55, | |
| "learning_rate": 9.251282051282053e-07, | |
| "loss": 0.0001, | |
| "step": 18200 | |
| }, | |
| { | |
| "epoch": 35.6, | |
| "learning_rate": 9.123076923076923e-07, | |
| "loss": 0.0, | |
| "step": 18225 | |
| }, | |
| { | |
| "epoch": 35.64, | |
| "learning_rate": 8.994871794871796e-07, | |
| "loss": 0.0, | |
| "step": 18250 | |
| }, | |
| { | |
| "epoch": 35.69, | |
| "learning_rate": 8.866666666666668e-07, | |
| "loss": 0.0, | |
| "step": 18275 | |
| }, | |
| { | |
| "epoch": 35.74, | |
| "learning_rate": 8.738461538461539e-07, | |
| "loss": 0.0, | |
| "step": 18300 | |
| }, | |
| { | |
| "epoch": 35.79, | |
| "learning_rate": 8.610256410256411e-07, | |
| "loss": 0.0, | |
| "step": 18325 | |
| }, | |
| { | |
| "epoch": 35.84, | |
| "learning_rate": 8.482051282051284e-07, | |
| "loss": 0.0, | |
| "step": 18350 | |
| }, | |
| { | |
| "epoch": 35.89, | |
| "learning_rate": 8.353846153846154e-07, | |
| "loss": 0.0001, | |
| "step": 18375 | |
| }, | |
| { | |
| "epoch": 35.94, | |
| "learning_rate": 8.225641025641026e-07, | |
| "loss": 0.0, | |
| "step": 18400 | |
| }, | |
| { | |
| "epoch": 35.99, | |
| "learning_rate": 8.097435897435899e-07, | |
| "loss": 0.0, | |
| "step": 18425 | |
| }, | |
| { | |
| "epoch": 36.04, | |
| "learning_rate": 7.969230769230769e-07, | |
| "loss": 0.0, | |
| "step": 18450 | |
| }, | |
| { | |
| "epoch": 36.08, | |
| "learning_rate": 7.841025641025642e-07, | |
| "loss": 0.0, | |
| "step": 18475 | |
| }, | |
| { | |
| "epoch": 36.13, | |
| "learning_rate": 7.712820512820514e-07, | |
| "loss": 0.0, | |
| "step": 18500 | |
| }, | |
| { | |
| "epoch": 36.18, | |
| "learning_rate": 7.584615384615385e-07, | |
| "loss": 0.0, | |
| "step": 18525 | |
| }, | |
| { | |
| "epoch": 36.23, | |
| "learning_rate": 7.456410256410257e-07, | |
| "loss": 0.0, | |
| "step": 18550 | |
| }, | |
| { | |
| "epoch": 36.28, | |
| "learning_rate": 7.32820512820513e-07, | |
| "loss": 0.0, | |
| "step": 18575 | |
| }, | |
| { | |
| "epoch": 36.33, | |
| "learning_rate": 7.2e-07, | |
| "loss": 0.0, | |
| "step": 18600 | |
| }, | |
| { | |
| "epoch": 36.38, | |
| "learning_rate": 7.071794871794872e-07, | |
| "loss": 0.0, | |
| "step": 18625 | |
| }, | |
| { | |
| "epoch": 36.43, | |
| "learning_rate": 6.943589743589745e-07, | |
| "loss": 0.0, | |
| "step": 18650 | |
| }, | |
| { | |
| "epoch": 36.47, | |
| "learning_rate": 6.815384615384615e-07, | |
| "loss": 0.0, | |
| "step": 18675 | |
| }, | |
| { | |
| "epoch": 36.52, | |
| "learning_rate": 6.687179487179488e-07, | |
| "loss": 0.0, | |
| "step": 18700 | |
| }, | |
| { | |
| "epoch": 36.57, | |
| "learning_rate": 6.55897435897436e-07, | |
| "loss": 0.0, | |
| "step": 18725 | |
| }, | |
| { | |
| "epoch": 36.62, | |
| "learning_rate": 6.43076923076923e-07, | |
| "loss": 0.0, | |
| "step": 18750 | |
| }, | |
| { | |
| "epoch": 36.67, | |
| "learning_rate": 6.302564102564103e-07, | |
| "loss": 0.0, | |
| "step": 18775 | |
| }, | |
| { | |
| "epoch": 36.72, | |
| "learning_rate": 6.174358974358975e-07, | |
| "loss": 0.0, | |
| "step": 18800 | |
| }, | |
| { | |
| "epoch": 36.77, | |
| "learning_rate": 6.046153846153847e-07, | |
| "loss": 0.0, | |
| "step": 18825 | |
| }, | |
| { | |
| "epoch": 36.82, | |
| "learning_rate": 5.917948717948718e-07, | |
| "loss": 0.0, | |
| "step": 18850 | |
| }, | |
| { | |
| "epoch": 36.87, | |
| "learning_rate": 5.789743589743591e-07, | |
| "loss": 0.0, | |
| "step": 18875 | |
| }, | |
| { | |
| "epoch": 36.91, | |
| "learning_rate": 5.661538461538462e-07, | |
| "loss": 0.0, | |
| "step": 18900 | |
| }, | |
| { | |
| "epoch": 36.96, | |
| "learning_rate": 5.533333333333334e-07, | |
| "loss": 0.0, | |
| "step": 18925 | |
| }, | |
| { | |
| "epoch": 37.01, | |
| "learning_rate": 5.405128205128206e-07, | |
| "loss": 0.0, | |
| "step": 18950 | |
| }, | |
| { | |
| "epoch": 37.06, | |
| "learning_rate": 5.276923076923078e-07, | |
| "loss": 0.0, | |
| "step": 18975 | |
| }, | |
| { | |
| "epoch": 37.11, | |
| "learning_rate": 5.148717948717949e-07, | |
| "loss": 0.0, | |
| "step": 19000 | |
| }, | |
| { | |
| "epoch": 37.11, | |
| "eval_loss": 0.2767850160598755, | |
| "eval_runtime": 3545.9564, | |
| "eval_samples_per_second": 4.619, | |
| "eval_steps_per_second": 0.289, | |
| "eval_wer": 5.964561303229495, | |
| "step": 19000 | |
| }, | |
| { | |
| "epoch": 37.16, | |
| "learning_rate": 5.020512820512821e-07, | |
| "loss": 0.0, | |
| "step": 19025 | |
| }, | |
| { | |
| "epoch": 37.21, | |
| "learning_rate": 4.892307692307693e-07, | |
| "loss": 0.0, | |
| "step": 19050 | |
| }, | |
| { | |
| "epoch": 37.26, | |
| "learning_rate": 4.7641025641025643e-07, | |
| "loss": 0.0, | |
| "step": 19075 | |
| }, | |
| { | |
| "epoch": 37.3, | |
| "learning_rate": 4.635897435897437e-07, | |
| "loss": 0.0, | |
| "step": 19100 | |
| }, | |
| { | |
| "epoch": 37.35, | |
| "learning_rate": 4.507692307692308e-07, | |
| "loss": 0.0, | |
| "step": 19125 | |
| }, | |
| { | |
| "epoch": 37.4, | |
| "learning_rate": 4.3794871794871796e-07, | |
| "loss": 0.0, | |
| "step": 19150 | |
| }, | |
| { | |
| "epoch": 37.45, | |
| "learning_rate": 4.251282051282052e-07, | |
| "loss": 0.0, | |
| "step": 19175 | |
| }, | |
| { | |
| "epoch": 37.5, | |
| "learning_rate": 4.1230769230769235e-07, | |
| "loss": 0.0, | |
| "step": 19200 | |
| }, | |
| { | |
| "epoch": 37.55, | |
| "learning_rate": 3.994871794871795e-07, | |
| "loss": 0.0, | |
| "step": 19225 | |
| }, | |
| { | |
| "epoch": 37.6, | |
| "learning_rate": 3.8666666666666674e-07, | |
| "loss": 0.0, | |
| "step": 19250 | |
| }, | |
| { | |
| "epoch": 37.65, | |
| "learning_rate": 3.738461538461539e-07, | |
| "loss": 0.0, | |
| "step": 19275 | |
| }, | |
| { | |
| "epoch": 37.7, | |
| "learning_rate": 3.61025641025641e-07, | |
| "loss": 0.0, | |
| "step": 19300 | |
| }, | |
| { | |
| "epoch": 37.74, | |
| "learning_rate": 3.4820512820512827e-07, | |
| "loss": 0.0, | |
| "step": 19325 | |
| }, | |
| { | |
| "epoch": 37.79, | |
| "learning_rate": 3.353846153846154e-07, | |
| "loss": 0.0, | |
| "step": 19350 | |
| }, | |
| { | |
| "epoch": 37.84, | |
| "learning_rate": 3.2256410256410256e-07, | |
| "loss": 0.0, | |
| "step": 19375 | |
| }, | |
| { | |
| "epoch": 37.89, | |
| "learning_rate": 3.097435897435898e-07, | |
| "loss": 0.0, | |
| "step": 19400 | |
| }, | |
| { | |
| "epoch": 37.94, | |
| "learning_rate": 2.9692307692307695e-07, | |
| "loss": 0.0, | |
| "step": 19425 | |
| }, | |
| { | |
| "epoch": 37.99, | |
| "learning_rate": 2.8410256410256414e-07, | |
| "loss": 0.0, | |
| "step": 19450 | |
| }, | |
| { | |
| "epoch": 38.04, | |
| "learning_rate": 2.7128205128205134e-07, | |
| "loss": 0.0, | |
| "step": 19475 | |
| }, | |
| { | |
| "epoch": 38.09, | |
| "learning_rate": 2.584615384615385e-07, | |
| "loss": 0.0, | |
| "step": 19500 | |
| }, | |
| { | |
| "epoch": 38.13, | |
| "learning_rate": 2.456410256410257e-07, | |
| "loss": 0.0, | |
| "step": 19525 | |
| }, | |
| { | |
| "epoch": 38.18, | |
| "learning_rate": 2.3282051282051284e-07, | |
| "loss": 0.0, | |
| "step": 19550 | |
| }, | |
| { | |
| "epoch": 38.23, | |
| "learning_rate": 2.2e-07, | |
| "loss": 0.0, | |
| "step": 19575 | |
| }, | |
| { | |
| "epoch": 38.28, | |
| "learning_rate": 2.071794871794872e-07, | |
| "loss": 0.0, | |
| "step": 19600 | |
| }, | |
| { | |
| "epoch": 38.33, | |
| "learning_rate": 1.9435897435897437e-07, | |
| "loss": 0.0, | |
| "step": 19625 | |
| }, | |
| { | |
| "epoch": 38.38, | |
| "learning_rate": 1.8153846153846154e-07, | |
| "loss": 0.0, | |
| "step": 19650 | |
| }, | |
| { | |
| "epoch": 38.43, | |
| "learning_rate": 1.6871794871794874e-07, | |
| "loss": 0.0, | |
| "step": 19675 | |
| }, | |
| { | |
| "epoch": 38.48, | |
| "learning_rate": 1.558974358974359e-07, | |
| "loss": 0.0, | |
| "step": 19700 | |
| }, | |
| { | |
| "epoch": 38.53, | |
| "learning_rate": 1.430769230769231e-07, | |
| "loss": 0.0, | |
| "step": 19725 | |
| }, | |
| { | |
| "epoch": 38.57, | |
| "learning_rate": 1.3025641025641027e-07, | |
| "loss": 0.0, | |
| "step": 19750 | |
| }, | |
| { | |
| "epoch": 38.62, | |
| "learning_rate": 1.1743589743589745e-07, | |
| "loss": 0.0, | |
| "step": 19775 | |
| }, | |
| { | |
| "epoch": 38.67, | |
| "learning_rate": 1.0461538461538462e-07, | |
| "loss": 0.0, | |
| "step": 19800 | |
| }, | |
| { | |
| "epoch": 38.72, | |
| "learning_rate": 9.179487179487179e-08, | |
| "loss": 0.0, | |
| "step": 19825 | |
| }, | |
| { | |
| "epoch": 38.77, | |
| "learning_rate": 7.897435897435898e-08, | |
| "loss": 0.0, | |
| "step": 19850 | |
| }, | |
| { | |
| "epoch": 38.82, | |
| "learning_rate": 6.615384615384615e-08, | |
| "loss": 0.0, | |
| "step": 19875 | |
| }, | |
| { | |
| "epoch": 38.87, | |
| "learning_rate": 5.3333333333333334e-08, | |
| "loss": 0.0, | |
| "step": 19900 | |
| }, | |
| { | |
| "epoch": 38.92, | |
| "learning_rate": 4.0512820512820516e-08, | |
| "loss": 0.0, | |
| "step": 19925 | |
| }, | |
| { | |
| "epoch": 38.96, | |
| "learning_rate": 2.769230769230769e-08, | |
| "loss": 0.0, | |
| "step": 19950 | |
| }, | |
| { | |
| "epoch": 39.01, | |
| "learning_rate": 1.4871794871794873e-08, | |
| "loss": 0.0, | |
| "step": 19975 | |
| }, | |
| { | |
| "epoch": 39.06, | |
| "learning_rate": 2.051282051282051e-09, | |
| "loss": 0.0, | |
| "step": 20000 | |
| }, | |
| { | |
| "epoch": 39.06, | |
| "eval_loss": 0.2782536447048187, | |
| "eval_runtime": 3558.7248, | |
| "eval_samples_per_second": 4.603, | |
| "eval_steps_per_second": 0.288, | |
| "eval_wer": 5.971420405830237, | |
| "step": 20000 | |
| }, | |
| { | |
| "epoch": 39.06, | |
| "step": 20000, | |
| "total_flos": 4.3477378129251533e+21, | |
| "train_loss": 0.010816604709852254, | |
| "train_runtime": 181349.8483, | |
| "train_samples_per_second": 7.058, | |
| "train_steps_per_second": 0.11 | |
| } | |
| ], | |
| "logging_steps": 25, | |
| "max_steps": 20000, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 40, | |
| "save_steps": 1000, | |
| "total_flos": 4.3477378129251533e+21, | |
| "train_batch_size": 32, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |