|
{ |
|
"best_metric": 11.648690292758088, |
|
"best_model_checkpoint": "whisper-small-pt-cv11-v7/checkpoint-1500", |
|
"epoch": 5.524861878453039, |
|
"global_step": 3000, |
|
"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": 1.3312, |
|
"step": 25 |
|
}, |
|
{ |
|
"epoch": 0.09, |
|
"learning_rate": 2.3000000000000002e-07, |
|
"loss": 1.2895, |
|
"step": 50 |
|
}, |
|
{ |
|
"epoch": 0.14, |
|
"learning_rate": 3.55e-07, |
|
"loss": 1.2314, |
|
"step": 75 |
|
}, |
|
{ |
|
"epoch": 0.18, |
|
"learning_rate": 4.800000000000001e-07, |
|
"loss": 1.1129, |
|
"step": 100 |
|
}, |
|
{ |
|
"epoch": 0.23, |
|
"learning_rate": 6.05e-07, |
|
"loss": 0.9069, |
|
"step": 125 |
|
}, |
|
{ |
|
"epoch": 0.28, |
|
"learning_rate": 7.3e-07, |
|
"loss": 0.6229, |
|
"step": 150 |
|
}, |
|
{ |
|
"epoch": 0.32, |
|
"learning_rate": 8.550000000000002e-07, |
|
"loss": 0.4441, |
|
"step": 175 |
|
}, |
|
{ |
|
"epoch": 0.37, |
|
"learning_rate": 9.800000000000001e-07, |
|
"loss": 0.394, |
|
"step": 200 |
|
}, |
|
{ |
|
"epoch": 0.41, |
|
"learning_rate": 1.105e-06, |
|
"loss": 0.3244, |
|
"step": 225 |
|
}, |
|
{ |
|
"epoch": 0.46, |
|
"learning_rate": 1.23e-06, |
|
"loss": 0.2862, |
|
"step": 250 |
|
}, |
|
{ |
|
"epoch": 0.51, |
|
"learning_rate": 1.3550000000000002e-06, |
|
"loss": 0.3068, |
|
"step": 275 |
|
}, |
|
{ |
|
"epoch": 0.55, |
|
"learning_rate": 1.48e-06, |
|
"loss": 0.3021, |
|
"step": 300 |
|
}, |
|
{ |
|
"epoch": 0.6, |
|
"learning_rate": 1.605e-06, |
|
"loss": 0.2899, |
|
"step": 325 |
|
}, |
|
{ |
|
"epoch": 0.64, |
|
"learning_rate": 1.73e-06, |
|
"loss": 0.2605, |
|
"step": 350 |
|
}, |
|
{ |
|
"epoch": 0.69, |
|
"learning_rate": 1.8550000000000002e-06, |
|
"loss": 0.2597, |
|
"step": 375 |
|
}, |
|
{ |
|
"epoch": 0.74, |
|
"learning_rate": 1.98e-06, |
|
"loss": 0.2537, |
|
"step": 400 |
|
}, |
|
{ |
|
"epoch": 0.78, |
|
"learning_rate": 2.105e-06, |
|
"loss": 0.2524, |
|
"step": 425 |
|
}, |
|
{ |
|
"epoch": 0.83, |
|
"learning_rate": 2.2300000000000002e-06, |
|
"loss": 0.2765, |
|
"step": 450 |
|
}, |
|
{ |
|
"epoch": 0.87, |
|
"learning_rate": 2.355e-06, |
|
"loss": 0.2555, |
|
"step": 475 |
|
}, |
|
{ |
|
"epoch": 0.92, |
|
"learning_rate": 2.4800000000000004e-06, |
|
"loss": 0.2476, |
|
"step": 500 |
|
}, |
|
{ |
|
"epoch": 0.92, |
|
"eval_cer": 4.976512848853274, |
|
"eval_loss": 0.2900051772594452, |
|
"eval_runtime": 195.0851, |
|
"eval_samples_per_second": 5.126, |
|
"eval_steps_per_second": 0.323, |
|
"eval_wer": 13.204930662557782, |
|
"step": 500 |
|
}, |
|
{ |
|
"epoch": 0.97, |
|
"learning_rate": 2.6050000000000005e-06, |
|
"loss": 0.2508, |
|
"step": 525 |
|
}, |
|
{ |
|
"epoch": 1.01, |
|
"learning_rate": 2.7300000000000005e-06, |
|
"loss": 0.2186, |
|
"step": 550 |
|
}, |
|
{ |
|
"epoch": 1.06, |
|
"learning_rate": 2.855e-06, |
|
"loss": 0.2019, |
|
"step": 575 |
|
}, |
|
{ |
|
"epoch": 1.1, |
|
"learning_rate": 2.9800000000000003e-06, |
|
"loss": 0.2164, |
|
"step": 600 |
|
}, |
|
{ |
|
"epoch": 1.15, |
|
"learning_rate": 3.1050000000000003e-06, |
|
"loss": 0.1846, |
|
"step": 625 |
|
}, |
|
{ |
|
"epoch": 1.2, |
|
"learning_rate": 3.2300000000000004e-06, |
|
"loss": 0.1943, |
|
"step": 650 |
|
}, |
|
{ |
|
"epoch": 1.24, |
|
"learning_rate": 3.3550000000000005e-06, |
|
"loss": 0.2007, |
|
"step": 675 |
|
}, |
|
{ |
|
"epoch": 1.29, |
|
"learning_rate": 3.48e-06, |
|
"loss": 0.2049, |
|
"step": 700 |
|
}, |
|
{ |
|
"epoch": 1.34, |
|
"learning_rate": 3.6050000000000002e-06, |
|
"loss": 0.1862, |
|
"step": 725 |
|
}, |
|
{ |
|
"epoch": 1.38, |
|
"learning_rate": 3.7300000000000003e-06, |
|
"loss": 0.1946, |
|
"step": 750 |
|
}, |
|
{ |
|
"epoch": 1.43, |
|
"learning_rate": 3.855e-06, |
|
"loss": 0.1858, |
|
"step": 775 |
|
}, |
|
{ |
|
"epoch": 1.47, |
|
"learning_rate": 3.980000000000001e-06, |
|
"loss": 0.1958, |
|
"step": 800 |
|
}, |
|
{ |
|
"epoch": 1.52, |
|
"learning_rate": 4.1050000000000005e-06, |
|
"loss": 0.1903, |
|
"step": 825 |
|
}, |
|
{ |
|
"epoch": 1.57, |
|
"learning_rate": 4.23e-06, |
|
"loss": 0.1948, |
|
"step": 850 |
|
}, |
|
{ |
|
"epoch": 1.61, |
|
"learning_rate": 4.355000000000001e-06, |
|
"loss": 0.1759, |
|
"step": 875 |
|
}, |
|
{ |
|
"epoch": 1.66, |
|
"learning_rate": 4.48e-06, |
|
"loss": 0.1954, |
|
"step": 900 |
|
}, |
|
{ |
|
"epoch": 1.7, |
|
"learning_rate": 4.605000000000001e-06, |
|
"loss": 0.191, |
|
"step": 925 |
|
}, |
|
{ |
|
"epoch": 1.75, |
|
"learning_rate": 4.7300000000000005e-06, |
|
"loss": 0.1792, |
|
"step": 950 |
|
}, |
|
{ |
|
"epoch": 1.8, |
|
"learning_rate": 4.855e-06, |
|
"loss": 0.1822, |
|
"step": 975 |
|
}, |
|
{ |
|
"epoch": 1.84, |
|
"learning_rate": 4.980000000000001e-06, |
|
"loss": 0.1886, |
|
"step": 1000 |
|
}, |
|
{ |
|
"epoch": 1.84, |
|
"eval_cer": 4.617297596021, |
|
"eval_loss": 0.26112794876098633, |
|
"eval_runtime": 194.6573, |
|
"eval_samples_per_second": 5.137, |
|
"eval_steps_per_second": 0.324, |
|
"eval_wer": 12.280431432973806, |
|
"step": 1000 |
|
}, |
|
{ |
|
"epoch": 1.89, |
|
"learning_rate": 4.9883333333333336e-06, |
|
"loss": 0.1909, |
|
"step": 1025 |
|
}, |
|
{ |
|
"epoch": 1.93, |
|
"learning_rate": 4.974444444444445e-06, |
|
"loss": 0.1772, |
|
"step": 1050 |
|
}, |
|
{ |
|
"epoch": 1.98, |
|
"learning_rate": 4.9605555555555564e-06, |
|
"loss": 0.1828, |
|
"step": 1075 |
|
}, |
|
{ |
|
"epoch": 2.03, |
|
"learning_rate": 4.946666666666667e-06, |
|
"loss": 0.129, |
|
"step": 1100 |
|
}, |
|
{ |
|
"epoch": 2.07, |
|
"learning_rate": 4.932777777777778e-06, |
|
"loss": 0.1184, |
|
"step": 1125 |
|
}, |
|
{ |
|
"epoch": 2.12, |
|
"learning_rate": 4.918888888888889e-06, |
|
"loss": 0.1085, |
|
"step": 1150 |
|
}, |
|
{ |
|
"epoch": 2.16, |
|
"learning_rate": 4.9050000000000005e-06, |
|
"loss": 0.1149, |
|
"step": 1175 |
|
}, |
|
{ |
|
"epoch": 2.21, |
|
"learning_rate": 4.891111111111111e-06, |
|
"loss": 0.1065, |
|
"step": 1200 |
|
}, |
|
{ |
|
"epoch": 2.26, |
|
"learning_rate": 4.8772222222222225e-06, |
|
"loss": 0.1157, |
|
"step": 1225 |
|
}, |
|
{ |
|
"epoch": 2.3, |
|
"learning_rate": 4.863333333333334e-06, |
|
"loss": 0.1141, |
|
"step": 1250 |
|
}, |
|
{ |
|
"epoch": 2.35, |
|
"learning_rate": 4.849444444444445e-06, |
|
"loss": 0.1165, |
|
"step": 1275 |
|
}, |
|
{ |
|
"epoch": 2.39, |
|
"learning_rate": 4.835555555555556e-06, |
|
"loss": 0.1212, |
|
"step": 1300 |
|
}, |
|
{ |
|
"epoch": 2.44, |
|
"learning_rate": 4.821666666666667e-06, |
|
"loss": 0.1165, |
|
"step": 1325 |
|
}, |
|
{ |
|
"epoch": 2.49, |
|
"learning_rate": 4.807777777777779e-06, |
|
"loss": 0.1097, |
|
"step": 1350 |
|
}, |
|
{ |
|
"epoch": 2.53, |
|
"learning_rate": 4.793888888888889e-06, |
|
"loss": 0.1081, |
|
"step": 1375 |
|
}, |
|
{ |
|
"epoch": 2.58, |
|
"learning_rate": 4.78e-06, |
|
"loss": 0.1055, |
|
"step": 1400 |
|
}, |
|
{ |
|
"epoch": 2.62, |
|
"learning_rate": 4.766111111111111e-06, |
|
"loss": 0.1174, |
|
"step": 1425 |
|
}, |
|
{ |
|
"epoch": 2.67, |
|
"learning_rate": 4.752222222222223e-06, |
|
"loss": 0.1177, |
|
"step": 1450 |
|
}, |
|
{ |
|
"epoch": 2.72, |
|
"learning_rate": 4.7383333333333334e-06, |
|
"loss": 0.1213, |
|
"step": 1475 |
|
}, |
|
{ |
|
"epoch": 2.76, |
|
"learning_rate": 4.724444444444445e-06, |
|
"loss": 0.1066, |
|
"step": 1500 |
|
}, |
|
{ |
|
"epoch": 2.76, |
|
"eval_cer": 4.476374689140647, |
|
"eval_loss": 0.256792277097702, |
|
"eval_runtime": 195.1022, |
|
"eval_samples_per_second": 5.126, |
|
"eval_steps_per_second": 0.323, |
|
"eval_wer": 11.648690292758088, |
|
"step": 1500 |
|
}, |
|
{ |
|
"epoch": 2.81, |
|
"learning_rate": 4.710555555555556e-06, |
|
"loss": 0.1207, |
|
"step": 1525 |
|
}, |
|
{ |
|
"epoch": 2.85, |
|
"learning_rate": 4.696666666666667e-06, |
|
"loss": 0.1167, |
|
"step": 1550 |
|
}, |
|
{ |
|
"epoch": 2.9, |
|
"learning_rate": 4.682777777777778e-06, |
|
"loss": 0.1063, |
|
"step": 1575 |
|
}, |
|
{ |
|
"epoch": 2.95, |
|
"learning_rate": 4.66888888888889e-06, |
|
"loss": 0.1134, |
|
"step": 1600 |
|
}, |
|
{ |
|
"epoch": 2.99, |
|
"learning_rate": 4.655e-06, |
|
"loss": 0.1126, |
|
"step": 1625 |
|
}, |
|
{ |
|
"epoch": 3.04, |
|
"learning_rate": 4.641111111111111e-06, |
|
"loss": 0.076, |
|
"step": 1650 |
|
}, |
|
{ |
|
"epoch": 3.08, |
|
"learning_rate": 4.627222222222222e-06, |
|
"loss": 0.0629, |
|
"step": 1675 |
|
}, |
|
{ |
|
"epoch": 3.13, |
|
"learning_rate": 4.613333333333334e-06, |
|
"loss": 0.0588, |
|
"step": 1700 |
|
}, |
|
{ |
|
"epoch": 3.18, |
|
"learning_rate": 4.599444444444444e-06, |
|
"loss": 0.0719, |
|
"step": 1725 |
|
}, |
|
{ |
|
"epoch": 3.22, |
|
"learning_rate": 4.585555555555556e-06, |
|
"loss": 0.0711, |
|
"step": 1750 |
|
}, |
|
{ |
|
"epoch": 3.27, |
|
"learning_rate": 4.571666666666667e-06, |
|
"loss": 0.0623, |
|
"step": 1775 |
|
}, |
|
{ |
|
"epoch": 3.31, |
|
"learning_rate": 4.557777777777778e-06, |
|
"loss": 0.0643, |
|
"step": 1800 |
|
}, |
|
{ |
|
"epoch": 3.36, |
|
"learning_rate": 4.543888888888889e-06, |
|
"loss": 0.0578, |
|
"step": 1825 |
|
}, |
|
{ |
|
"epoch": 3.41, |
|
"learning_rate": 4.530000000000001e-06, |
|
"loss": 0.0691, |
|
"step": 1850 |
|
}, |
|
{ |
|
"epoch": 3.45, |
|
"learning_rate": 4.516111111111111e-06, |
|
"loss": 0.0651, |
|
"step": 1875 |
|
}, |
|
{ |
|
"epoch": 3.5, |
|
"learning_rate": 4.502222222222223e-06, |
|
"loss": 0.0653, |
|
"step": 1900 |
|
}, |
|
{ |
|
"epoch": 3.55, |
|
"learning_rate": 4.488333333333333e-06, |
|
"loss": 0.0658, |
|
"step": 1925 |
|
}, |
|
{ |
|
"epoch": 3.59, |
|
"learning_rate": 4.474444444444445e-06, |
|
"loss": 0.0711, |
|
"step": 1950 |
|
}, |
|
{ |
|
"epoch": 3.64, |
|
"learning_rate": 4.460555555555556e-06, |
|
"loss": 0.0658, |
|
"step": 1975 |
|
}, |
|
{ |
|
"epoch": 3.68, |
|
"learning_rate": 4.446666666666667e-06, |
|
"loss": 0.0698, |
|
"step": 2000 |
|
}, |
|
{ |
|
"epoch": 3.68, |
|
"eval_cer": 4.614534401768444, |
|
"eval_loss": 0.27006372809410095, |
|
"eval_runtime": 193.7972, |
|
"eval_samples_per_second": 5.16, |
|
"eval_steps_per_second": 0.325, |
|
"eval_wer": 11.879815100154083, |
|
"step": 2000 |
|
}, |
|
{ |
|
"epoch": 3.73, |
|
"learning_rate": 4.432777777777778e-06, |
|
"loss": 0.066, |
|
"step": 2025 |
|
}, |
|
{ |
|
"epoch": 3.78, |
|
"learning_rate": 4.41888888888889e-06, |
|
"loss": 0.0669, |
|
"step": 2050 |
|
}, |
|
{ |
|
"epoch": 3.82, |
|
"learning_rate": 4.405e-06, |
|
"loss": 0.0678, |
|
"step": 2075 |
|
}, |
|
{ |
|
"epoch": 3.87, |
|
"learning_rate": 4.391111111111112e-06, |
|
"loss": 0.0666, |
|
"step": 2100 |
|
}, |
|
{ |
|
"epoch": 3.91, |
|
"learning_rate": 4.377222222222223e-06, |
|
"loss": 0.0635, |
|
"step": 2125 |
|
}, |
|
{ |
|
"epoch": 3.96, |
|
"learning_rate": 4.363333333333334e-06, |
|
"loss": 0.0649, |
|
"step": 2150 |
|
}, |
|
{ |
|
"epoch": 4.01, |
|
"learning_rate": 4.349444444444445e-06, |
|
"loss": 0.0687, |
|
"step": 2175 |
|
}, |
|
{ |
|
"epoch": 4.05, |
|
"learning_rate": 4.3355555555555565e-06, |
|
"loss": 0.038, |
|
"step": 2200 |
|
}, |
|
{ |
|
"epoch": 4.1, |
|
"learning_rate": 4.321666666666667e-06, |
|
"loss": 0.0348, |
|
"step": 2225 |
|
}, |
|
{ |
|
"epoch": 4.14, |
|
"learning_rate": 4.307777777777778e-06, |
|
"loss": 0.0403, |
|
"step": 2250 |
|
}, |
|
{ |
|
"epoch": 4.19, |
|
"learning_rate": 4.293888888888889e-06, |
|
"loss": 0.0419, |
|
"step": 2275 |
|
}, |
|
{ |
|
"epoch": 4.24, |
|
"learning_rate": 4.2800000000000005e-06, |
|
"loss": 0.0382, |
|
"step": 2300 |
|
}, |
|
{ |
|
"epoch": 4.28, |
|
"learning_rate": 4.266111111111111e-06, |
|
"loss": 0.0368, |
|
"step": 2325 |
|
}, |
|
{ |
|
"epoch": 4.33, |
|
"learning_rate": 4.2522222222222225e-06, |
|
"loss": 0.0352, |
|
"step": 2350 |
|
}, |
|
{ |
|
"epoch": 4.37, |
|
"learning_rate": 4.238333333333334e-06, |
|
"loss": 0.0374, |
|
"step": 2375 |
|
}, |
|
{ |
|
"epoch": 4.42, |
|
"learning_rate": 4.2244444444444446e-06, |
|
"loss": 0.0365, |
|
"step": 2400 |
|
}, |
|
{ |
|
"epoch": 4.47, |
|
"learning_rate": 4.210555555555556e-06, |
|
"loss": 0.0421, |
|
"step": 2425 |
|
}, |
|
{ |
|
"epoch": 4.51, |
|
"learning_rate": 4.1966666666666674e-06, |
|
"loss": 0.037, |
|
"step": 2450 |
|
}, |
|
{ |
|
"epoch": 4.56, |
|
"learning_rate": 4.182777777777778e-06, |
|
"loss": 0.0384, |
|
"step": 2475 |
|
}, |
|
{ |
|
"epoch": 4.6, |
|
"learning_rate": 4.168888888888889e-06, |
|
"loss": 0.0403, |
|
"step": 2500 |
|
}, |
|
{ |
|
"epoch": 4.6, |
|
"eval_cer": 4.440453163857419, |
|
"eval_loss": 0.28314679861068726, |
|
"eval_runtime": 193.6946, |
|
"eval_samples_per_second": 5.163, |
|
"eval_steps_per_second": 0.325, |
|
"eval_wer": 11.864406779661017, |
|
"step": 2500 |
|
}, |
|
{ |
|
"epoch": 4.65, |
|
"learning_rate": 4.155e-06, |
|
"loss": 0.0369, |
|
"step": 2525 |
|
}, |
|
{ |
|
"epoch": 4.7, |
|
"learning_rate": 4.1411111111111115e-06, |
|
"loss": 0.0358, |
|
"step": 2550 |
|
}, |
|
{ |
|
"epoch": 4.74, |
|
"learning_rate": 4.127222222222222e-06, |
|
"loss": 0.0395, |
|
"step": 2575 |
|
}, |
|
{ |
|
"epoch": 4.79, |
|
"learning_rate": 4.1133333333333335e-06, |
|
"loss": 0.0389, |
|
"step": 2600 |
|
}, |
|
{ |
|
"epoch": 4.83, |
|
"learning_rate": 4.099444444444445e-06, |
|
"loss": 0.0391, |
|
"step": 2625 |
|
}, |
|
{ |
|
"epoch": 4.88, |
|
"learning_rate": 4.085555555555556e-06, |
|
"loss": 0.0406, |
|
"step": 2650 |
|
}, |
|
{ |
|
"epoch": 4.93, |
|
"learning_rate": 4.071666666666667e-06, |
|
"loss": 0.0389, |
|
"step": 2675 |
|
}, |
|
{ |
|
"epoch": 4.97, |
|
"learning_rate": 4.057777777777778e-06, |
|
"loss": 0.0372, |
|
"step": 2700 |
|
}, |
|
{ |
|
"epoch": 5.02, |
|
"learning_rate": 4.04388888888889e-06, |
|
"loss": 0.0321, |
|
"step": 2725 |
|
}, |
|
{ |
|
"epoch": 5.06, |
|
"learning_rate": 4.03e-06, |
|
"loss": 0.0193, |
|
"step": 2750 |
|
}, |
|
{ |
|
"epoch": 5.11, |
|
"learning_rate": 4.016111111111111e-06, |
|
"loss": 0.0187, |
|
"step": 2775 |
|
}, |
|
{ |
|
"epoch": 5.16, |
|
"learning_rate": 4.002222222222222e-06, |
|
"loss": 0.0208, |
|
"step": 2800 |
|
}, |
|
{ |
|
"epoch": 5.2, |
|
"learning_rate": 3.988333333333334e-06, |
|
"loss": 0.0201, |
|
"step": 2825 |
|
}, |
|
{ |
|
"epoch": 5.25, |
|
"learning_rate": 3.974444444444444e-06, |
|
"loss": 0.0177, |
|
"step": 2850 |
|
}, |
|
{ |
|
"epoch": 5.29, |
|
"learning_rate": 3.960555555555556e-06, |
|
"loss": 0.0191, |
|
"step": 2875 |
|
}, |
|
{ |
|
"epoch": 5.34, |
|
"learning_rate": 3.946666666666667e-06, |
|
"loss": 0.0222, |
|
"step": 2900 |
|
}, |
|
{ |
|
"epoch": 5.39, |
|
"learning_rate": 3.932777777777778e-06, |
|
"loss": 0.0185, |
|
"step": 2925 |
|
}, |
|
{ |
|
"epoch": 5.43, |
|
"learning_rate": 3.918888888888889e-06, |
|
"loss": 0.021, |
|
"step": 2950 |
|
}, |
|
{ |
|
"epoch": 5.48, |
|
"learning_rate": 3.905000000000001e-06, |
|
"loss": 0.0203, |
|
"step": 2975 |
|
}, |
|
{ |
|
"epoch": 5.52, |
|
"learning_rate": 3.891111111111111e-06, |
|
"loss": 0.019, |
|
"step": 3000 |
|
}, |
|
{ |
|
"epoch": 5.52, |
|
"eval_cer": 4.465321912130422, |
|
"eval_loss": 0.31483325362205505, |
|
"eval_runtime": 194.2855, |
|
"eval_samples_per_second": 5.147, |
|
"eval_steps_per_second": 0.324, |
|
"eval_wer": 11.756548536209554, |
|
"step": 3000 |
|
}, |
|
{ |
|
"epoch": 5.52, |
|
"step": 3000, |
|
"total_flos": 2.770419843072e+19, |
|
"train_loss": 0.1680191035370032, |
|
"train_runtime": 9745.7814, |
|
"train_samples_per_second": 32.835, |
|
"train_steps_per_second": 1.026 |
|
} |
|
], |
|
"max_steps": 10000, |
|
"num_train_epochs": 19, |
|
"total_flos": 2.770419843072e+19, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|