|
{ |
|
"best_metric": 14.237288135593221, |
|
"best_model_checkpoint": "whisper-small-pt-cv11-v4_2/checkpoint-4500", |
|
"epoch": 11.049723756906078, |
|
"global_step": 6000, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.05, |
|
"learning_rate": 1.0500000000000001e-07, |
|
"loss": 2.896, |
|
"step": 25 |
|
}, |
|
{ |
|
"epoch": 0.09, |
|
"learning_rate": 2.3000000000000002e-07, |
|
"loss": 2.8972, |
|
"step": 50 |
|
}, |
|
{ |
|
"epoch": 0.14, |
|
"learning_rate": 3.55e-07, |
|
"loss": 2.8065, |
|
"step": 75 |
|
}, |
|
{ |
|
"epoch": 0.18, |
|
"learning_rate": 4.800000000000001e-07, |
|
"loss": 2.5992, |
|
"step": 100 |
|
}, |
|
{ |
|
"epoch": 0.23, |
|
"learning_rate": 6.05e-07, |
|
"loss": 2.3887, |
|
"step": 125 |
|
}, |
|
{ |
|
"epoch": 0.28, |
|
"learning_rate": 7.3e-07, |
|
"loss": 2.2139, |
|
"step": 150 |
|
}, |
|
{ |
|
"epoch": 0.32, |
|
"learning_rate": 8.550000000000002e-07, |
|
"loss": 2.0286, |
|
"step": 175 |
|
}, |
|
{ |
|
"epoch": 0.37, |
|
"learning_rate": 9.800000000000001e-07, |
|
"loss": 1.8338, |
|
"step": 200 |
|
}, |
|
{ |
|
"epoch": 0.41, |
|
"learning_rate": 1.105e-06, |
|
"loss": 1.5814, |
|
"step": 225 |
|
}, |
|
{ |
|
"epoch": 0.46, |
|
"learning_rate": 1.23e-06, |
|
"loss": 1.3991, |
|
"step": 250 |
|
}, |
|
{ |
|
"epoch": 0.51, |
|
"learning_rate": 1.3550000000000002e-06, |
|
"loss": 1.4435, |
|
"step": 275 |
|
}, |
|
{ |
|
"epoch": 0.55, |
|
"learning_rate": 1.48e-06, |
|
"loss": 1.3595, |
|
"step": 300 |
|
}, |
|
{ |
|
"epoch": 0.6, |
|
"learning_rate": 1.605e-06, |
|
"loss": 1.3124, |
|
"step": 325 |
|
}, |
|
{ |
|
"epoch": 0.64, |
|
"learning_rate": 1.73e-06, |
|
"loss": 1.2619, |
|
"step": 350 |
|
}, |
|
{ |
|
"epoch": 0.69, |
|
"learning_rate": 1.8550000000000002e-06, |
|
"loss": 1.2197, |
|
"step": 375 |
|
}, |
|
{ |
|
"epoch": 0.74, |
|
"learning_rate": 1.98e-06, |
|
"loss": 1.1799, |
|
"step": 400 |
|
}, |
|
{ |
|
"epoch": 0.78, |
|
"learning_rate": 2.105e-06, |
|
"loss": 1.149, |
|
"step": 425 |
|
}, |
|
{ |
|
"epoch": 0.83, |
|
"learning_rate": 2.2300000000000002e-06, |
|
"loss": 1.2276, |
|
"step": 450 |
|
}, |
|
{ |
|
"epoch": 0.87, |
|
"learning_rate": 2.355e-06, |
|
"loss": 1.1621, |
|
"step": 475 |
|
}, |
|
{ |
|
"epoch": 0.92, |
|
"learning_rate": 2.4800000000000004e-06, |
|
"loss": 1.1113, |
|
"step": 500 |
|
}, |
|
{ |
|
"epoch": 0.92, |
|
"eval_cer": 6.791931472782537, |
|
"eval_loss": 0.3896943926811218, |
|
"eval_runtime": 192.8939, |
|
"eval_samples_per_second": 5.184, |
|
"eval_steps_per_second": 0.327, |
|
"eval_wer": 16.87211093990755, |
|
"step": 500 |
|
}, |
|
{ |
|
"epoch": 0.97, |
|
"learning_rate": 2.6050000000000005e-06, |
|
"loss": 1.0856, |
|
"step": 525 |
|
}, |
|
{ |
|
"epoch": 1.01, |
|
"learning_rate": 2.7300000000000005e-06, |
|
"loss": 1.0536, |
|
"step": 550 |
|
}, |
|
{ |
|
"epoch": 1.06, |
|
"learning_rate": 2.855e-06, |
|
"loss": 1.0266, |
|
"step": 575 |
|
}, |
|
{ |
|
"epoch": 1.1, |
|
"learning_rate": 2.9800000000000003e-06, |
|
"loss": 1.0755, |
|
"step": 600 |
|
}, |
|
{ |
|
"epoch": 1.15, |
|
"learning_rate": 3.1050000000000003e-06, |
|
"loss": 0.974, |
|
"step": 625 |
|
}, |
|
{ |
|
"epoch": 1.2, |
|
"learning_rate": 3.2300000000000004e-06, |
|
"loss": 1.0042, |
|
"step": 650 |
|
}, |
|
{ |
|
"epoch": 1.24, |
|
"learning_rate": 3.3550000000000005e-06, |
|
"loss": 1.0075, |
|
"step": 675 |
|
}, |
|
{ |
|
"epoch": 1.29, |
|
"learning_rate": 3.48e-06, |
|
"loss": 1.0212, |
|
"step": 700 |
|
}, |
|
{ |
|
"epoch": 1.34, |
|
"learning_rate": 3.6050000000000002e-06, |
|
"loss": 0.9171, |
|
"step": 725 |
|
}, |
|
{ |
|
"epoch": 1.38, |
|
"learning_rate": 3.7300000000000003e-06, |
|
"loss": 0.9601, |
|
"step": 750 |
|
}, |
|
{ |
|
"epoch": 1.43, |
|
"learning_rate": 3.855e-06, |
|
"loss": 0.9757, |
|
"step": 775 |
|
}, |
|
{ |
|
"epoch": 1.47, |
|
"learning_rate": 3.980000000000001e-06, |
|
"loss": 0.9636, |
|
"step": 800 |
|
}, |
|
{ |
|
"epoch": 1.52, |
|
"learning_rate": 4.1050000000000005e-06, |
|
"loss": 0.9497, |
|
"step": 825 |
|
}, |
|
{ |
|
"epoch": 1.57, |
|
"learning_rate": 4.23e-06, |
|
"loss": 0.9699, |
|
"step": 850 |
|
}, |
|
{ |
|
"epoch": 1.61, |
|
"learning_rate": 4.355000000000001e-06, |
|
"loss": 0.9353, |
|
"step": 875 |
|
}, |
|
{ |
|
"epoch": 1.66, |
|
"learning_rate": 4.48e-06, |
|
"loss": 0.9322, |
|
"step": 900 |
|
}, |
|
{ |
|
"epoch": 1.7, |
|
"learning_rate": 4.605000000000001e-06, |
|
"loss": 0.9297, |
|
"step": 925 |
|
}, |
|
{ |
|
"epoch": 1.75, |
|
"learning_rate": 4.7300000000000005e-06, |
|
"loss": 0.9201, |
|
"step": 950 |
|
}, |
|
{ |
|
"epoch": 1.8, |
|
"learning_rate": 4.855e-06, |
|
"loss": 0.8761, |
|
"step": 975 |
|
}, |
|
{ |
|
"epoch": 1.84, |
|
"learning_rate": 4.980000000000001e-06, |
|
"loss": 0.9009, |
|
"step": 1000 |
|
}, |
|
{ |
|
"epoch": 1.84, |
|
"eval_cer": 6.231003039513678, |
|
"eval_loss": 0.331758975982666, |
|
"eval_runtime": 194.6762, |
|
"eval_samples_per_second": 5.137, |
|
"eval_steps_per_second": 0.324, |
|
"eval_wer": 15.932203389830507, |
|
"step": 1000 |
|
}, |
|
{ |
|
"epoch": 1.89, |
|
"learning_rate": 4.9883333333333336e-06, |
|
"loss": 0.8478, |
|
"step": 1025 |
|
}, |
|
{ |
|
"epoch": 1.93, |
|
"learning_rate": 4.974444444444445e-06, |
|
"loss": 0.8491, |
|
"step": 1050 |
|
}, |
|
{ |
|
"epoch": 1.98, |
|
"learning_rate": 4.9605555555555564e-06, |
|
"loss": 0.8931, |
|
"step": 1075 |
|
}, |
|
{ |
|
"epoch": 2.03, |
|
"learning_rate": 4.946666666666667e-06, |
|
"loss": 0.8313, |
|
"step": 1100 |
|
}, |
|
{ |
|
"epoch": 2.07, |
|
"learning_rate": 4.932777777777778e-06, |
|
"loss": 0.7996, |
|
"step": 1125 |
|
}, |
|
{ |
|
"epoch": 2.12, |
|
"learning_rate": 4.918888888888889e-06, |
|
"loss": 0.8184, |
|
"step": 1150 |
|
}, |
|
{ |
|
"epoch": 2.16, |
|
"learning_rate": 4.9050000000000005e-06, |
|
"loss": 0.8026, |
|
"step": 1175 |
|
}, |
|
{ |
|
"epoch": 2.21, |
|
"learning_rate": 4.891111111111111e-06, |
|
"loss": 0.7925, |
|
"step": 1200 |
|
}, |
|
{ |
|
"epoch": 2.26, |
|
"learning_rate": 4.8772222222222225e-06, |
|
"loss": 0.8085, |
|
"step": 1225 |
|
}, |
|
{ |
|
"epoch": 2.3, |
|
"learning_rate": 4.863333333333334e-06, |
|
"loss": 0.7819, |
|
"step": 1250 |
|
}, |
|
{ |
|
"epoch": 2.35, |
|
"learning_rate": 4.849444444444445e-06, |
|
"loss": 0.7734, |
|
"step": 1275 |
|
}, |
|
{ |
|
"epoch": 2.39, |
|
"learning_rate": 4.835555555555556e-06, |
|
"loss": 0.7978, |
|
"step": 1300 |
|
}, |
|
{ |
|
"epoch": 2.44, |
|
"learning_rate": 4.821666666666667e-06, |
|
"loss": 0.7987, |
|
"step": 1325 |
|
}, |
|
{ |
|
"epoch": 2.49, |
|
"learning_rate": 4.807777777777779e-06, |
|
"loss": 0.7843, |
|
"step": 1350 |
|
}, |
|
{ |
|
"epoch": 2.53, |
|
"learning_rate": 4.793888888888889e-06, |
|
"loss": 0.7916, |
|
"step": 1375 |
|
}, |
|
{ |
|
"epoch": 2.58, |
|
"learning_rate": 4.78e-06, |
|
"loss": 0.7978, |
|
"step": 1400 |
|
}, |
|
{ |
|
"epoch": 2.62, |
|
"learning_rate": 4.766111111111111e-06, |
|
"loss": 0.7801, |
|
"step": 1425 |
|
}, |
|
{ |
|
"epoch": 2.67, |
|
"learning_rate": 4.752222222222223e-06, |
|
"loss": 0.7604, |
|
"step": 1450 |
|
}, |
|
{ |
|
"epoch": 2.72, |
|
"learning_rate": 4.7383333333333334e-06, |
|
"loss": 0.7827, |
|
"step": 1475 |
|
}, |
|
{ |
|
"epoch": 2.76, |
|
"learning_rate": 4.724444444444445e-06, |
|
"loss": 0.7631, |
|
"step": 1500 |
|
}, |
|
{ |
|
"epoch": 2.76, |
|
"eval_cer": 5.893893340701852, |
|
"eval_loss": 0.317706823348999, |
|
"eval_runtime": 195.4814, |
|
"eval_samples_per_second": 5.116, |
|
"eval_steps_per_second": 0.322, |
|
"eval_wer": 15.485362095531588, |
|
"step": 1500 |
|
}, |
|
{ |
|
"epoch": 2.81, |
|
"learning_rate": 4.710555555555556e-06, |
|
"loss": 0.7634, |
|
"step": 1525 |
|
}, |
|
{ |
|
"epoch": 2.85, |
|
"learning_rate": 4.696666666666667e-06, |
|
"loss": 0.768, |
|
"step": 1550 |
|
}, |
|
{ |
|
"epoch": 2.9, |
|
"learning_rate": 4.682777777777778e-06, |
|
"loss": 0.7462, |
|
"step": 1575 |
|
}, |
|
{ |
|
"epoch": 2.95, |
|
"learning_rate": 4.66888888888889e-06, |
|
"loss": 0.7295, |
|
"step": 1600 |
|
}, |
|
{ |
|
"epoch": 2.99, |
|
"learning_rate": 4.655e-06, |
|
"loss": 0.7625, |
|
"step": 1625 |
|
}, |
|
{ |
|
"epoch": 3.04, |
|
"learning_rate": 4.641111111111111e-06, |
|
"loss": 0.697, |
|
"step": 1650 |
|
}, |
|
{ |
|
"epoch": 3.08, |
|
"learning_rate": 4.627222222222222e-06, |
|
"loss": 0.7002, |
|
"step": 1675 |
|
}, |
|
{ |
|
"epoch": 3.13, |
|
"learning_rate": 4.613333333333334e-06, |
|
"loss": 0.675, |
|
"step": 1700 |
|
}, |
|
{ |
|
"epoch": 3.18, |
|
"learning_rate": 4.599444444444444e-06, |
|
"loss": 0.6891, |
|
"step": 1725 |
|
}, |
|
{ |
|
"epoch": 3.22, |
|
"learning_rate": 4.585555555555556e-06, |
|
"loss": 0.6812, |
|
"step": 1750 |
|
}, |
|
{ |
|
"epoch": 3.27, |
|
"learning_rate": 4.571666666666667e-06, |
|
"loss": 0.7044, |
|
"step": 1775 |
|
}, |
|
{ |
|
"epoch": 3.31, |
|
"learning_rate": 4.557777777777778e-06, |
|
"loss": 0.6219, |
|
"step": 1800 |
|
}, |
|
{ |
|
"epoch": 3.36, |
|
"learning_rate": 4.543888888888889e-06, |
|
"loss": 0.6708, |
|
"step": 1825 |
|
}, |
|
{ |
|
"epoch": 3.41, |
|
"learning_rate": 4.530000000000001e-06, |
|
"loss": 0.7114, |
|
"step": 1850 |
|
}, |
|
{ |
|
"epoch": 3.45, |
|
"learning_rate": 4.516111111111111e-06, |
|
"loss": 0.6869, |
|
"step": 1875 |
|
}, |
|
{ |
|
"epoch": 3.5, |
|
"learning_rate": 4.502222222222223e-06, |
|
"loss": 0.6751, |
|
"step": 1900 |
|
}, |
|
{ |
|
"epoch": 3.55, |
|
"learning_rate": 4.488333333333333e-06, |
|
"loss": 0.7053, |
|
"step": 1925 |
|
}, |
|
{ |
|
"epoch": 3.59, |
|
"learning_rate": 4.474444444444445e-06, |
|
"loss": 0.7169, |
|
"step": 1950 |
|
}, |
|
{ |
|
"epoch": 3.64, |
|
"learning_rate": 4.460555555555556e-06, |
|
"loss": 0.679, |
|
"step": 1975 |
|
}, |
|
{ |
|
"epoch": 3.68, |
|
"learning_rate": 4.446666666666667e-06, |
|
"loss": 0.7163, |
|
"step": 2000 |
|
}, |
|
{ |
|
"epoch": 3.68, |
|
"eval_cer": 5.797181541862393, |
|
"eval_loss": 0.3130023181438446, |
|
"eval_runtime": 195.4882, |
|
"eval_samples_per_second": 5.115, |
|
"eval_steps_per_second": 0.322, |
|
"eval_wer": 14.899845916795067, |
|
"step": 2000 |
|
}, |
|
{ |
|
"epoch": 3.73, |
|
"learning_rate": 4.432777777777778e-06, |
|
"loss": 0.6868, |
|
"step": 2025 |
|
}, |
|
{ |
|
"epoch": 3.78, |
|
"learning_rate": 4.41888888888889e-06, |
|
"loss": 0.6776, |
|
"step": 2050 |
|
}, |
|
{ |
|
"epoch": 3.82, |
|
"learning_rate": 4.405e-06, |
|
"loss": 0.6681, |
|
"step": 2075 |
|
}, |
|
{ |
|
"epoch": 3.87, |
|
"learning_rate": 4.391111111111112e-06, |
|
"loss": 0.7182, |
|
"step": 2100 |
|
}, |
|
{ |
|
"epoch": 3.91, |
|
"learning_rate": 4.377222222222223e-06, |
|
"loss": 0.7055, |
|
"step": 2125 |
|
}, |
|
{ |
|
"epoch": 3.96, |
|
"learning_rate": 4.363333333333334e-06, |
|
"loss": 0.6449, |
|
"step": 2150 |
|
}, |
|
{ |
|
"epoch": 4.01, |
|
"learning_rate": 4.349444444444445e-06, |
|
"loss": 0.6913, |
|
"step": 2175 |
|
}, |
|
{ |
|
"epoch": 4.05, |
|
"learning_rate": 4.3355555555555565e-06, |
|
"loss": 0.6075, |
|
"step": 2200 |
|
}, |
|
{ |
|
"epoch": 4.1, |
|
"learning_rate": 4.321666666666667e-06, |
|
"loss": 0.6183, |
|
"step": 2225 |
|
}, |
|
{ |
|
"epoch": 4.14, |
|
"learning_rate": 4.307777777777778e-06, |
|
"loss": 0.6472, |
|
"step": 2250 |
|
}, |
|
{ |
|
"epoch": 4.19, |
|
"learning_rate": 4.293888888888889e-06, |
|
"loss": 0.6082, |
|
"step": 2275 |
|
}, |
|
{ |
|
"epoch": 4.24, |
|
"learning_rate": 4.2800000000000005e-06, |
|
"loss": 0.617, |
|
"step": 2300 |
|
}, |
|
{ |
|
"epoch": 4.28, |
|
"learning_rate": 4.266111111111111e-06, |
|
"loss": 0.6224, |
|
"step": 2325 |
|
}, |
|
{ |
|
"epoch": 4.33, |
|
"learning_rate": 4.2522222222222225e-06, |
|
"loss": 0.621, |
|
"step": 2350 |
|
}, |
|
{ |
|
"epoch": 4.37, |
|
"learning_rate": 4.238333333333334e-06, |
|
"loss": 0.6287, |
|
"step": 2375 |
|
}, |
|
{ |
|
"epoch": 4.42, |
|
"learning_rate": 4.2244444444444446e-06, |
|
"loss": 0.5887, |
|
"step": 2400 |
|
}, |
|
{ |
|
"epoch": 4.47, |
|
"learning_rate": 4.210555555555556e-06, |
|
"loss": 0.6475, |
|
"step": 2425 |
|
}, |
|
{ |
|
"epoch": 4.51, |
|
"learning_rate": 4.1966666666666674e-06, |
|
"loss": 0.6084, |
|
"step": 2450 |
|
}, |
|
{ |
|
"epoch": 4.56, |
|
"learning_rate": 4.182777777777778e-06, |
|
"loss": 0.6165, |
|
"step": 2475 |
|
}, |
|
{ |
|
"epoch": 4.6, |
|
"learning_rate": 4.168888888888889e-06, |
|
"loss": 0.6334, |
|
"step": 2500 |
|
}, |
|
{ |
|
"epoch": 4.6, |
|
"eval_cer": 5.686653771760155, |
|
"eval_loss": 0.3033701181411743, |
|
"eval_runtime": 194.8371, |
|
"eval_samples_per_second": 5.132, |
|
"eval_steps_per_second": 0.323, |
|
"eval_wer": 14.791987673343607, |
|
"step": 2500 |
|
}, |
|
{ |
|
"epoch": 4.65, |
|
"learning_rate": 4.155e-06, |
|
"loss": 0.6216, |
|
"step": 2525 |
|
}, |
|
{ |
|
"epoch": 4.7, |
|
"learning_rate": 4.1411111111111115e-06, |
|
"loss": 0.6087, |
|
"step": 2550 |
|
}, |
|
{ |
|
"epoch": 4.74, |
|
"learning_rate": 4.127222222222222e-06, |
|
"loss": 0.5892, |
|
"step": 2575 |
|
}, |
|
{ |
|
"epoch": 4.79, |
|
"learning_rate": 4.1133333333333335e-06, |
|
"loss": 0.6139, |
|
"step": 2600 |
|
}, |
|
{ |
|
"epoch": 4.83, |
|
"learning_rate": 4.099444444444445e-06, |
|
"loss": 0.639, |
|
"step": 2625 |
|
}, |
|
{ |
|
"epoch": 4.88, |
|
"learning_rate": 4.085555555555556e-06, |
|
"loss": 0.6201, |
|
"step": 2650 |
|
}, |
|
{ |
|
"epoch": 4.93, |
|
"learning_rate": 4.071666666666667e-06, |
|
"loss": 0.6029, |
|
"step": 2675 |
|
}, |
|
{ |
|
"epoch": 4.97, |
|
"learning_rate": 4.057777777777778e-06, |
|
"loss": 0.6426, |
|
"step": 2700 |
|
}, |
|
{ |
|
"epoch": 5.02, |
|
"learning_rate": 4.04388888888889e-06, |
|
"loss": 0.6085, |
|
"step": 2725 |
|
}, |
|
{ |
|
"epoch": 5.06, |
|
"learning_rate": 4.03e-06, |
|
"loss": 0.5573, |
|
"step": 2750 |
|
}, |
|
{ |
|
"epoch": 5.11, |
|
"learning_rate": 4.016111111111111e-06, |
|
"loss": 0.554, |
|
"step": 2775 |
|
}, |
|
{ |
|
"epoch": 5.16, |
|
"learning_rate": 4.002222222222222e-06, |
|
"loss": 0.5427, |
|
"step": 2800 |
|
}, |
|
{ |
|
"epoch": 5.2, |
|
"learning_rate": 3.988333333333334e-06, |
|
"loss": 0.5982, |
|
"step": 2825 |
|
}, |
|
{ |
|
"epoch": 5.25, |
|
"learning_rate": 3.974444444444444e-06, |
|
"loss": 0.5579, |
|
"step": 2850 |
|
}, |
|
{ |
|
"epoch": 5.29, |
|
"learning_rate": 3.960555555555556e-06, |
|
"loss": 0.5616, |
|
"step": 2875 |
|
}, |
|
{ |
|
"epoch": 5.34, |
|
"learning_rate": 3.946666666666667e-06, |
|
"loss": 0.5577, |
|
"step": 2900 |
|
}, |
|
{ |
|
"epoch": 5.39, |
|
"learning_rate": 3.932777777777778e-06, |
|
"loss": 0.5384, |
|
"step": 2925 |
|
}, |
|
{ |
|
"epoch": 5.43, |
|
"learning_rate": 3.918888888888889e-06, |
|
"loss": 0.5388, |
|
"step": 2950 |
|
}, |
|
{ |
|
"epoch": 5.48, |
|
"learning_rate": 3.905000000000001e-06, |
|
"loss": 0.5828, |
|
"step": 2975 |
|
}, |
|
{ |
|
"epoch": 5.52, |
|
"learning_rate": 3.891111111111111e-06, |
|
"loss": 0.5746, |
|
"step": 3000 |
|
}, |
|
{ |
|
"epoch": 5.52, |
|
"eval_cer": 5.639679469466703, |
|
"eval_loss": 0.3028756082057953, |
|
"eval_runtime": 194.4573, |
|
"eval_samples_per_second": 5.143, |
|
"eval_steps_per_second": 0.324, |
|
"eval_wer": 14.622496147919877, |
|
"step": 3000 |
|
}, |
|
{ |
|
"epoch": 5.57, |
|
"learning_rate": 3.877222222222223e-06, |
|
"loss": 0.5889, |
|
"step": 3025 |
|
}, |
|
{ |
|
"epoch": 5.62, |
|
"learning_rate": 3.863333333333333e-06, |
|
"loss": 0.5638, |
|
"step": 3050 |
|
}, |
|
{ |
|
"epoch": 5.66, |
|
"learning_rate": 3.849444444444445e-06, |
|
"loss": 0.5671, |
|
"step": 3075 |
|
}, |
|
{ |
|
"epoch": 5.71, |
|
"learning_rate": 3.835555555555555e-06, |
|
"loss": 0.5558, |
|
"step": 3100 |
|
}, |
|
{ |
|
"epoch": 5.76, |
|
"learning_rate": 3.821666666666667e-06, |
|
"loss": 0.6015, |
|
"step": 3125 |
|
}, |
|
{ |
|
"epoch": 5.8, |
|
"learning_rate": 3.8077777777777782e-06, |
|
"loss": 0.5976, |
|
"step": 3150 |
|
}, |
|
{ |
|
"epoch": 5.85, |
|
"learning_rate": 3.7938888888888892e-06, |
|
"loss": 0.5681, |
|
"step": 3175 |
|
}, |
|
{ |
|
"epoch": 5.89, |
|
"learning_rate": 3.7800000000000002e-06, |
|
"loss": 0.5663, |
|
"step": 3200 |
|
}, |
|
{ |
|
"epoch": 5.94, |
|
"learning_rate": 3.7661111111111117e-06, |
|
"loss": 0.6237, |
|
"step": 3225 |
|
}, |
|
{ |
|
"epoch": 5.99, |
|
"learning_rate": 3.7522222222222227e-06, |
|
"loss": 0.5551, |
|
"step": 3250 |
|
}, |
|
{ |
|
"epoch": 6.03, |
|
"learning_rate": 3.7383333333333337e-06, |
|
"loss": 0.5262, |
|
"step": 3275 |
|
}, |
|
{ |
|
"epoch": 6.08, |
|
"learning_rate": 3.724444444444445e-06, |
|
"loss": 0.5251, |
|
"step": 3300 |
|
}, |
|
{ |
|
"epoch": 6.12, |
|
"learning_rate": 3.710555555555556e-06, |
|
"loss": 0.5494, |
|
"step": 3325 |
|
}, |
|
{ |
|
"epoch": 6.17, |
|
"learning_rate": 3.6966666666666667e-06, |
|
"loss": 0.5059, |
|
"step": 3350 |
|
}, |
|
{ |
|
"epoch": 6.22, |
|
"learning_rate": 3.6827777777777777e-06, |
|
"loss": 0.5413, |
|
"step": 3375 |
|
}, |
|
{ |
|
"epoch": 6.26, |
|
"learning_rate": 3.668888888888889e-06, |
|
"loss": 0.5153, |
|
"step": 3400 |
|
}, |
|
{ |
|
"epoch": 6.31, |
|
"learning_rate": 3.655e-06, |
|
"loss": 0.5056, |
|
"step": 3425 |
|
}, |
|
{ |
|
"epoch": 6.35, |
|
"learning_rate": 3.641111111111111e-06, |
|
"loss": 0.5541, |
|
"step": 3450 |
|
}, |
|
{ |
|
"epoch": 6.4, |
|
"learning_rate": 3.6272222222222226e-06, |
|
"loss": 0.5282, |
|
"step": 3475 |
|
}, |
|
{ |
|
"epoch": 6.45, |
|
"learning_rate": 3.6133333333333336e-06, |
|
"loss": 0.5359, |
|
"step": 3500 |
|
}, |
|
{ |
|
"epoch": 6.45, |
|
"eval_cer": 5.578889195910473, |
|
"eval_loss": 0.30176836252212524, |
|
"eval_runtime": 195.0766, |
|
"eval_samples_per_second": 5.126, |
|
"eval_steps_per_second": 0.323, |
|
"eval_wer": 14.48382126348228, |
|
"step": 3500 |
|
}, |
|
{ |
|
"epoch": 6.49, |
|
"learning_rate": 3.599444444444445e-06, |
|
"loss": 0.5223, |
|
"step": 3525 |
|
}, |
|
{ |
|
"epoch": 6.54, |
|
"learning_rate": 3.585555555555556e-06, |
|
"loss": 0.5334, |
|
"step": 3550 |
|
}, |
|
{ |
|
"epoch": 6.58, |
|
"learning_rate": 3.571666666666667e-06, |
|
"loss": 0.5108, |
|
"step": 3575 |
|
}, |
|
{ |
|
"epoch": 6.63, |
|
"learning_rate": 3.5577777777777785e-06, |
|
"loss": 0.5279, |
|
"step": 3600 |
|
}, |
|
{ |
|
"epoch": 6.68, |
|
"learning_rate": 3.543888888888889e-06, |
|
"loss": 0.5001, |
|
"step": 3625 |
|
}, |
|
{ |
|
"epoch": 6.72, |
|
"learning_rate": 3.53e-06, |
|
"loss": 0.5107, |
|
"step": 3650 |
|
}, |
|
{ |
|
"epoch": 6.77, |
|
"learning_rate": 3.516111111111111e-06, |
|
"loss": 0.5466, |
|
"step": 3675 |
|
}, |
|
{ |
|
"epoch": 6.81, |
|
"learning_rate": 3.5022222222222225e-06, |
|
"loss": 0.5232, |
|
"step": 3700 |
|
}, |
|
{ |
|
"epoch": 6.86, |
|
"learning_rate": 3.4883333333333335e-06, |
|
"loss": 0.5042, |
|
"step": 3725 |
|
}, |
|
{ |
|
"epoch": 6.91, |
|
"learning_rate": 3.4744444444444445e-06, |
|
"loss": 0.5325, |
|
"step": 3750 |
|
}, |
|
{ |
|
"epoch": 6.95, |
|
"learning_rate": 3.460555555555556e-06, |
|
"loss": 0.5466, |
|
"step": 3775 |
|
}, |
|
{ |
|
"epoch": 7.0, |
|
"learning_rate": 3.446666666666667e-06, |
|
"loss": 0.5299, |
|
"step": 3800 |
|
}, |
|
{ |
|
"epoch": 7.04, |
|
"learning_rate": 3.4327777777777784e-06, |
|
"loss": 0.4977, |
|
"step": 3825 |
|
}, |
|
{ |
|
"epoch": 7.09, |
|
"learning_rate": 3.4188888888888894e-06, |
|
"loss": 0.4844, |
|
"step": 3850 |
|
}, |
|
{ |
|
"epoch": 7.14, |
|
"learning_rate": 3.4050000000000004e-06, |
|
"loss": 0.4878, |
|
"step": 3875 |
|
}, |
|
{ |
|
"epoch": 7.18, |
|
"learning_rate": 3.391111111111111e-06, |
|
"loss": 0.4973, |
|
"step": 3900 |
|
}, |
|
{ |
|
"epoch": 7.23, |
|
"learning_rate": 3.3772222222222225e-06, |
|
"loss": 0.5158, |
|
"step": 3925 |
|
}, |
|
{ |
|
"epoch": 7.27, |
|
"learning_rate": 3.3633333333333335e-06, |
|
"loss": 0.5247, |
|
"step": 3950 |
|
}, |
|
{ |
|
"epoch": 7.32, |
|
"learning_rate": 3.3494444444444445e-06, |
|
"loss": 0.4648, |
|
"step": 3975 |
|
}, |
|
{ |
|
"epoch": 7.37, |
|
"learning_rate": 3.335555555555556e-06, |
|
"loss": 0.5058, |
|
"step": 4000 |
|
}, |
|
{ |
|
"epoch": 7.37, |
|
"eval_cer": 5.683890577507598, |
|
"eval_loss": 0.30099615454673767, |
|
"eval_runtime": 195.0615, |
|
"eval_samples_per_second": 5.127, |
|
"eval_steps_per_second": 0.323, |
|
"eval_wer": 14.591679506933744, |
|
"step": 4000 |
|
}, |
|
{ |
|
"epoch": 7.41, |
|
"learning_rate": 3.321666666666667e-06, |
|
"loss": 0.4619, |
|
"step": 4025 |
|
}, |
|
{ |
|
"epoch": 7.46, |
|
"learning_rate": 3.307777777777778e-06, |
|
"loss": 0.4968, |
|
"step": 4050 |
|
}, |
|
{ |
|
"epoch": 7.5, |
|
"learning_rate": 3.2938888888888894e-06, |
|
"loss": 0.4982, |
|
"step": 4075 |
|
}, |
|
{ |
|
"epoch": 7.55, |
|
"learning_rate": 3.2800000000000004e-06, |
|
"loss": 0.5049, |
|
"step": 4100 |
|
}, |
|
{ |
|
"epoch": 7.6, |
|
"learning_rate": 3.2661111111111114e-06, |
|
"loss": 0.4799, |
|
"step": 4125 |
|
}, |
|
{ |
|
"epoch": 7.64, |
|
"learning_rate": 3.252222222222223e-06, |
|
"loss": 0.4756, |
|
"step": 4150 |
|
}, |
|
{ |
|
"epoch": 7.69, |
|
"learning_rate": 3.2383333333333334e-06, |
|
"loss": 0.4924, |
|
"step": 4175 |
|
}, |
|
{ |
|
"epoch": 7.73, |
|
"learning_rate": 3.2244444444444444e-06, |
|
"loss": 0.5195, |
|
"step": 4200 |
|
}, |
|
{ |
|
"epoch": 7.78, |
|
"learning_rate": 3.210555555555556e-06, |
|
"loss": 0.4897, |
|
"step": 4225 |
|
}, |
|
{ |
|
"epoch": 7.83, |
|
"learning_rate": 3.196666666666667e-06, |
|
"loss": 0.486, |
|
"step": 4250 |
|
}, |
|
{ |
|
"epoch": 7.87, |
|
"learning_rate": 3.182777777777778e-06, |
|
"loss": 0.4907, |
|
"step": 4275 |
|
}, |
|
{ |
|
"epoch": 7.92, |
|
"learning_rate": 3.1688888888888893e-06, |
|
"loss": 0.4874, |
|
"step": 4300 |
|
}, |
|
{ |
|
"epoch": 7.97, |
|
"learning_rate": 3.1550000000000003e-06, |
|
"loss": 0.4948, |
|
"step": 4325 |
|
}, |
|
{ |
|
"epoch": 8.01, |
|
"learning_rate": 3.1411111111111113e-06, |
|
"loss": 0.5243, |
|
"step": 4350 |
|
}, |
|
{ |
|
"epoch": 8.06, |
|
"learning_rate": 3.1272222222222227e-06, |
|
"loss": 0.4634, |
|
"step": 4375 |
|
}, |
|
{ |
|
"epoch": 8.1, |
|
"learning_rate": 3.1133333333333337e-06, |
|
"loss": 0.4867, |
|
"step": 4400 |
|
}, |
|
{ |
|
"epoch": 8.15, |
|
"learning_rate": 3.0994444444444447e-06, |
|
"loss": 0.461, |
|
"step": 4425 |
|
}, |
|
{ |
|
"epoch": 8.2, |
|
"learning_rate": 3.085555555555556e-06, |
|
"loss": 0.4692, |
|
"step": 4450 |
|
}, |
|
{ |
|
"epoch": 8.24, |
|
"learning_rate": 3.0716666666666668e-06, |
|
"loss": 0.4392, |
|
"step": 4475 |
|
}, |
|
{ |
|
"epoch": 8.29, |
|
"learning_rate": 3.0577777777777778e-06, |
|
"loss": 0.4833, |
|
"step": 4500 |
|
}, |
|
{ |
|
"epoch": 8.29, |
|
"eval_cer": 5.523625310859353, |
|
"eval_loss": 0.302284836769104, |
|
"eval_runtime": 194.3049, |
|
"eval_samples_per_second": 5.147, |
|
"eval_steps_per_second": 0.324, |
|
"eval_wer": 14.237288135593221, |
|
"step": 4500 |
|
}, |
|
{ |
|
"epoch": 8.33, |
|
"learning_rate": 3.043888888888889e-06, |
|
"loss": 0.4612, |
|
"step": 4525 |
|
}, |
|
{ |
|
"epoch": 8.38, |
|
"learning_rate": 3.0300000000000002e-06, |
|
"loss": 0.4538, |
|
"step": 4550 |
|
}, |
|
{ |
|
"epoch": 8.43, |
|
"learning_rate": 3.0161111111111112e-06, |
|
"loss": 0.4591, |
|
"step": 4575 |
|
}, |
|
{ |
|
"epoch": 8.47, |
|
"learning_rate": 3.0022222222222227e-06, |
|
"loss": 0.4643, |
|
"step": 4600 |
|
}, |
|
{ |
|
"epoch": 8.52, |
|
"learning_rate": 2.9883333333333337e-06, |
|
"loss": 0.47, |
|
"step": 4625 |
|
}, |
|
{ |
|
"epoch": 8.56, |
|
"learning_rate": 2.9744444444444447e-06, |
|
"loss": 0.4553, |
|
"step": 4650 |
|
}, |
|
{ |
|
"epoch": 8.61, |
|
"learning_rate": 2.960555555555556e-06, |
|
"loss": 0.4579, |
|
"step": 4675 |
|
}, |
|
{ |
|
"epoch": 8.66, |
|
"learning_rate": 2.946666666666667e-06, |
|
"loss": 0.4745, |
|
"step": 4700 |
|
}, |
|
{ |
|
"epoch": 8.7, |
|
"learning_rate": 2.932777777777778e-06, |
|
"loss": 0.4729, |
|
"step": 4725 |
|
}, |
|
{ |
|
"epoch": 8.75, |
|
"learning_rate": 2.9188888888888887e-06, |
|
"loss": 0.4767, |
|
"step": 4750 |
|
}, |
|
{ |
|
"epoch": 8.79, |
|
"learning_rate": 2.905e-06, |
|
"loss": 0.46, |
|
"step": 4775 |
|
}, |
|
{ |
|
"epoch": 8.84, |
|
"learning_rate": 2.8916666666666672e-06, |
|
"loss": 0.4952, |
|
"step": 4800 |
|
}, |
|
{ |
|
"epoch": 8.89, |
|
"learning_rate": 2.8777777777777782e-06, |
|
"loss": 0.4839, |
|
"step": 4825 |
|
}, |
|
{ |
|
"epoch": 8.93, |
|
"learning_rate": 2.8638888888888892e-06, |
|
"loss": 0.4707, |
|
"step": 4850 |
|
}, |
|
{ |
|
"epoch": 8.98, |
|
"learning_rate": 2.85e-06, |
|
"loss": 0.4619, |
|
"step": 4875 |
|
}, |
|
{ |
|
"epoch": 9.02, |
|
"learning_rate": 2.8361111111111113e-06, |
|
"loss": 0.4389, |
|
"step": 4900 |
|
}, |
|
{ |
|
"epoch": 9.07, |
|
"learning_rate": 2.8222222222222223e-06, |
|
"loss": 0.4506, |
|
"step": 4925 |
|
}, |
|
{ |
|
"epoch": 9.12, |
|
"learning_rate": 2.8083333333333333e-06, |
|
"loss": 0.4349, |
|
"step": 4950 |
|
}, |
|
{ |
|
"epoch": 9.16, |
|
"learning_rate": 2.7944444444444447e-06, |
|
"loss": 0.4476, |
|
"step": 4975 |
|
}, |
|
{ |
|
"epoch": 9.21, |
|
"learning_rate": 2.7805555555555557e-06, |
|
"loss": 0.4398, |
|
"step": 5000 |
|
}, |
|
{ |
|
"epoch": 9.21, |
|
"eval_cer": 5.584415584415584, |
|
"eval_loss": 0.30045086145401, |
|
"eval_runtime": 194.9477, |
|
"eval_samples_per_second": 5.13, |
|
"eval_steps_per_second": 0.323, |
|
"eval_wer": 14.422187981510016, |
|
"step": 5000 |
|
}, |
|
{ |
|
"epoch": 9.25, |
|
"learning_rate": 2.766666666666667e-06, |
|
"loss": 0.4335, |
|
"step": 5025 |
|
}, |
|
{ |
|
"epoch": 9.3, |
|
"learning_rate": 2.752777777777778e-06, |
|
"loss": 0.4271, |
|
"step": 5050 |
|
}, |
|
{ |
|
"epoch": 9.35, |
|
"learning_rate": 2.738888888888889e-06, |
|
"loss": 0.436, |
|
"step": 5075 |
|
}, |
|
{ |
|
"epoch": 9.39, |
|
"learning_rate": 2.7250000000000006e-06, |
|
"loss": 0.4453, |
|
"step": 5100 |
|
}, |
|
{ |
|
"epoch": 9.44, |
|
"learning_rate": 2.7111111111111116e-06, |
|
"loss": 0.4268, |
|
"step": 5125 |
|
}, |
|
{ |
|
"epoch": 9.48, |
|
"learning_rate": 2.697222222222222e-06, |
|
"loss": 0.4433, |
|
"step": 5150 |
|
}, |
|
{ |
|
"epoch": 9.53, |
|
"learning_rate": 2.683333333333333e-06, |
|
"loss": 0.4383, |
|
"step": 5175 |
|
}, |
|
{ |
|
"epoch": 9.58, |
|
"learning_rate": 2.6694444444444446e-06, |
|
"loss": 0.4435, |
|
"step": 5200 |
|
}, |
|
{ |
|
"epoch": 9.62, |
|
"learning_rate": 2.6555555555555556e-06, |
|
"loss": 0.4233, |
|
"step": 5225 |
|
}, |
|
{ |
|
"epoch": 9.67, |
|
"learning_rate": 2.6416666666666666e-06, |
|
"loss": 0.4409, |
|
"step": 5250 |
|
}, |
|
{ |
|
"epoch": 9.71, |
|
"learning_rate": 2.627777777777778e-06, |
|
"loss": 0.4442, |
|
"step": 5275 |
|
}, |
|
{ |
|
"epoch": 9.76, |
|
"learning_rate": 2.613888888888889e-06, |
|
"loss": 0.422, |
|
"step": 5300 |
|
}, |
|
{ |
|
"epoch": 9.81, |
|
"learning_rate": 2.6e-06, |
|
"loss": 0.4539, |
|
"step": 5325 |
|
}, |
|
{ |
|
"epoch": 9.85, |
|
"learning_rate": 2.5861111111111115e-06, |
|
"loss": 0.4397, |
|
"step": 5350 |
|
}, |
|
{ |
|
"epoch": 9.9, |
|
"learning_rate": 2.5722222222222225e-06, |
|
"loss": 0.4493, |
|
"step": 5375 |
|
}, |
|
{ |
|
"epoch": 9.94, |
|
"learning_rate": 2.558333333333334e-06, |
|
"loss": 0.4273, |
|
"step": 5400 |
|
}, |
|
{ |
|
"epoch": 9.99, |
|
"learning_rate": 2.5444444444444446e-06, |
|
"loss": 0.4391, |
|
"step": 5425 |
|
}, |
|
{ |
|
"epoch": 10.04, |
|
"learning_rate": 2.5305555555555556e-06, |
|
"loss": 0.4174, |
|
"step": 5450 |
|
}, |
|
{ |
|
"epoch": 10.08, |
|
"learning_rate": 2.5166666666666666e-06, |
|
"loss": 0.4112, |
|
"step": 5475 |
|
}, |
|
{ |
|
"epoch": 10.13, |
|
"learning_rate": 2.502777777777778e-06, |
|
"loss": 0.4359, |
|
"step": 5500 |
|
}, |
|
{ |
|
"epoch": 10.13, |
|
"eval_cer": 5.625863498203923, |
|
"eval_loss": 0.29985830187797546, |
|
"eval_runtime": 195.24, |
|
"eval_samples_per_second": 5.122, |
|
"eval_steps_per_second": 0.323, |
|
"eval_wer": 14.48382126348228, |
|
"step": 5500 |
|
}, |
|
{ |
|
"epoch": 10.17, |
|
"learning_rate": 2.488888888888889e-06, |
|
"loss": 0.4273, |
|
"step": 5525 |
|
}, |
|
{ |
|
"epoch": 10.22, |
|
"learning_rate": 2.475e-06, |
|
"loss": 0.4231, |
|
"step": 5550 |
|
}, |
|
{ |
|
"epoch": 10.27, |
|
"learning_rate": 2.4611111111111115e-06, |
|
"loss": 0.4263, |
|
"step": 5575 |
|
}, |
|
{ |
|
"epoch": 10.31, |
|
"learning_rate": 2.4472222222222225e-06, |
|
"loss": 0.4026, |
|
"step": 5600 |
|
}, |
|
{ |
|
"epoch": 10.36, |
|
"learning_rate": 2.4333333333333335e-06, |
|
"loss": 0.4191, |
|
"step": 5625 |
|
}, |
|
{ |
|
"epoch": 10.41, |
|
"learning_rate": 2.4194444444444445e-06, |
|
"loss": 0.4029, |
|
"step": 5650 |
|
}, |
|
{ |
|
"epoch": 10.45, |
|
"learning_rate": 2.4055555555555555e-06, |
|
"loss": 0.3939, |
|
"step": 5675 |
|
}, |
|
{ |
|
"epoch": 10.5, |
|
"learning_rate": 2.391666666666667e-06, |
|
"loss": 0.4283, |
|
"step": 5700 |
|
}, |
|
{ |
|
"epoch": 10.54, |
|
"learning_rate": 2.377777777777778e-06, |
|
"loss": 0.4169, |
|
"step": 5725 |
|
}, |
|
{ |
|
"epoch": 10.59, |
|
"learning_rate": 2.3638888888888894e-06, |
|
"loss": 0.4069, |
|
"step": 5750 |
|
}, |
|
{ |
|
"epoch": 10.64, |
|
"learning_rate": 2.35e-06, |
|
"loss": 0.4227, |
|
"step": 5775 |
|
}, |
|
{ |
|
"epoch": 10.68, |
|
"learning_rate": 2.3361111111111114e-06, |
|
"loss": 0.4175, |
|
"step": 5800 |
|
}, |
|
{ |
|
"epoch": 10.73, |
|
"learning_rate": 2.3222222222222224e-06, |
|
"loss": 0.4264, |
|
"step": 5825 |
|
}, |
|
{ |
|
"epoch": 10.77, |
|
"learning_rate": 2.3083333333333334e-06, |
|
"loss": 0.4331, |
|
"step": 5850 |
|
}, |
|
{ |
|
"epoch": 10.82, |
|
"learning_rate": 2.294444444444445e-06, |
|
"loss": 0.4301, |
|
"step": 5875 |
|
}, |
|
{ |
|
"epoch": 10.87, |
|
"learning_rate": 2.280555555555556e-06, |
|
"loss": 0.4209, |
|
"step": 5900 |
|
}, |
|
{ |
|
"epoch": 10.91, |
|
"learning_rate": 2.266666666666667e-06, |
|
"loss": 0.4345, |
|
"step": 5925 |
|
}, |
|
{ |
|
"epoch": 10.96, |
|
"learning_rate": 2.252777777777778e-06, |
|
"loss": 0.4092, |
|
"step": 5950 |
|
}, |
|
{ |
|
"epoch": 11.0, |
|
"learning_rate": 2.238888888888889e-06, |
|
"loss": 0.4078, |
|
"step": 5975 |
|
}, |
|
{ |
|
"epoch": 11.05, |
|
"learning_rate": 2.2250000000000003e-06, |
|
"loss": 0.4036, |
|
"step": 6000 |
|
}, |
|
{ |
|
"epoch": 11.05, |
|
"eval_cer": 5.562310030395136, |
|
"eval_loss": 0.299458771944046, |
|
"eval_runtime": 195.4099, |
|
"eval_samples_per_second": 5.117, |
|
"eval_steps_per_second": 0.322, |
|
"eval_wer": 14.28351309707242, |
|
"step": 6000 |
|
}, |
|
{ |
|
"epoch": 11.05, |
|
"step": 6000, |
|
"total_flos": 5.540839686144e+19, |
|
"train_loss": 0.6941633464495341, |
|
"train_runtime": 11106.8839, |
|
"train_samples_per_second": 28.811, |
|
"train_steps_per_second": 0.9 |
|
} |
|
], |
|
"max_steps": 10000, |
|
"num_train_epochs": 19, |
|
"total_flos": 5.540839686144e+19, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|