|
{ |
|
"best_metric": 47.53661784287617, |
|
"best_model_checkpoint": "./whisper-small-taiwanese/checkpoint-7000", |
|
"epoch": 3.6, |
|
"eval_steps": 1000, |
|
"global_step": 9000, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.01, |
|
"grad_norm": 202.904541015625, |
|
"learning_rate": 5.000000000000001e-07, |
|
"loss": 7.1597, |
|
"step": 25 |
|
}, |
|
{ |
|
"epoch": 0.02, |
|
"grad_norm": 52.653865814208984, |
|
"learning_rate": 1.0000000000000002e-06, |
|
"loss": 5.416, |
|
"step": 50 |
|
}, |
|
{ |
|
"epoch": 0.03, |
|
"grad_norm": 32.37702178955078, |
|
"learning_rate": 1.5e-06, |
|
"loss": 3.7601, |
|
"step": 75 |
|
}, |
|
{ |
|
"epoch": 0.04, |
|
"grad_norm": 29.413818359375, |
|
"learning_rate": 2.0000000000000003e-06, |
|
"loss": 2.7107, |
|
"step": 100 |
|
}, |
|
{ |
|
"epoch": 0.05, |
|
"grad_norm": 24.6357364654541, |
|
"learning_rate": 2.5e-06, |
|
"loss": 2.3941, |
|
"step": 125 |
|
}, |
|
{ |
|
"epoch": 0.06, |
|
"grad_norm": 27.803171157836914, |
|
"learning_rate": 3e-06, |
|
"loss": 2.21, |
|
"step": 150 |
|
}, |
|
{ |
|
"epoch": 0.07, |
|
"grad_norm": 25.927200317382812, |
|
"learning_rate": 3.5e-06, |
|
"loss": 2.0774, |
|
"step": 175 |
|
}, |
|
{ |
|
"epoch": 0.08, |
|
"grad_norm": 21.307125091552734, |
|
"learning_rate": 4.000000000000001e-06, |
|
"loss": 1.8006, |
|
"step": 200 |
|
}, |
|
{ |
|
"epoch": 0.09, |
|
"grad_norm": 17.714780807495117, |
|
"learning_rate": 4.5e-06, |
|
"loss": 1.598, |
|
"step": 225 |
|
}, |
|
{ |
|
"epoch": 0.1, |
|
"grad_norm": 17.01283836364746, |
|
"learning_rate": 5e-06, |
|
"loss": 1.6058, |
|
"step": 250 |
|
}, |
|
{ |
|
"epoch": 0.11, |
|
"grad_norm": 15.189681053161621, |
|
"learning_rate": 5.500000000000001e-06, |
|
"loss": 1.6281, |
|
"step": 275 |
|
}, |
|
{ |
|
"epoch": 0.12, |
|
"grad_norm": 17.34081268310547, |
|
"learning_rate": 6e-06, |
|
"loss": 1.4216, |
|
"step": 300 |
|
}, |
|
{ |
|
"epoch": 0.13, |
|
"grad_norm": 14.518415451049805, |
|
"learning_rate": 6.5000000000000004e-06, |
|
"loss": 1.5345, |
|
"step": 325 |
|
}, |
|
{ |
|
"epoch": 0.14, |
|
"grad_norm": 14.931073188781738, |
|
"learning_rate": 7e-06, |
|
"loss": 1.4661, |
|
"step": 350 |
|
}, |
|
{ |
|
"epoch": 0.15, |
|
"grad_norm": 15.447633743286133, |
|
"learning_rate": 7.500000000000001e-06, |
|
"loss": 1.4971, |
|
"step": 375 |
|
}, |
|
{ |
|
"epoch": 0.16, |
|
"grad_norm": 15.976614952087402, |
|
"learning_rate": 8.000000000000001e-06, |
|
"loss": 1.3329, |
|
"step": 400 |
|
}, |
|
{ |
|
"epoch": 0.17, |
|
"grad_norm": 14.330412864685059, |
|
"learning_rate": 8.5e-06, |
|
"loss": 1.4341, |
|
"step": 425 |
|
}, |
|
{ |
|
"epoch": 0.18, |
|
"grad_norm": 14.005208969116211, |
|
"learning_rate": 9e-06, |
|
"loss": 1.3309, |
|
"step": 450 |
|
}, |
|
{ |
|
"epoch": 0.19, |
|
"grad_norm": 16.984867095947266, |
|
"learning_rate": 9.5e-06, |
|
"loss": 1.4328, |
|
"step": 475 |
|
}, |
|
{ |
|
"epoch": 0.2, |
|
"grad_norm": 16.296607971191406, |
|
"learning_rate": 1e-05, |
|
"loss": 1.3831, |
|
"step": 500 |
|
}, |
|
{ |
|
"epoch": 0.21, |
|
"grad_norm": 14.563655853271484, |
|
"learning_rate": 9.944444444444445e-06, |
|
"loss": 1.2605, |
|
"step": 525 |
|
}, |
|
{ |
|
"epoch": 0.22, |
|
"grad_norm": 15.804620742797852, |
|
"learning_rate": 9.88888888888889e-06, |
|
"loss": 1.3983, |
|
"step": 550 |
|
}, |
|
{ |
|
"epoch": 0.23, |
|
"grad_norm": 14.773957252502441, |
|
"learning_rate": 9.833333333333333e-06, |
|
"loss": 1.2467, |
|
"step": 575 |
|
}, |
|
{ |
|
"epoch": 0.24, |
|
"grad_norm": 14.722207069396973, |
|
"learning_rate": 9.777777777777779e-06, |
|
"loss": 1.3279, |
|
"step": 600 |
|
}, |
|
{ |
|
"epoch": 0.25, |
|
"grad_norm": 14.244134902954102, |
|
"learning_rate": 9.722222222222223e-06, |
|
"loss": 1.277, |
|
"step": 625 |
|
}, |
|
{ |
|
"epoch": 0.26, |
|
"grad_norm": 12.954594612121582, |
|
"learning_rate": 9.666666666666667e-06, |
|
"loss": 1.3164, |
|
"step": 650 |
|
}, |
|
{ |
|
"epoch": 0.27, |
|
"grad_norm": 15.33368968963623, |
|
"learning_rate": 9.611111111111112e-06, |
|
"loss": 1.3252, |
|
"step": 675 |
|
}, |
|
{ |
|
"epoch": 0.28, |
|
"grad_norm": 13.695683479309082, |
|
"learning_rate": 9.555555555555556e-06, |
|
"loss": 1.3171, |
|
"step": 700 |
|
}, |
|
{ |
|
"epoch": 0.29, |
|
"grad_norm": 13.339698791503906, |
|
"learning_rate": 9.5e-06, |
|
"loss": 1.2452, |
|
"step": 725 |
|
}, |
|
{ |
|
"epoch": 0.3, |
|
"grad_norm": 15.309285163879395, |
|
"learning_rate": 9.444444444444445e-06, |
|
"loss": 1.2526, |
|
"step": 750 |
|
}, |
|
{ |
|
"epoch": 0.31, |
|
"grad_norm": 14.412714958190918, |
|
"learning_rate": 9.38888888888889e-06, |
|
"loss": 1.2712, |
|
"step": 775 |
|
}, |
|
{ |
|
"epoch": 0.32, |
|
"grad_norm": 15.290837287902832, |
|
"learning_rate": 9.333333333333334e-06, |
|
"loss": 1.2745, |
|
"step": 800 |
|
}, |
|
{ |
|
"epoch": 0.33, |
|
"grad_norm": 15.659004211425781, |
|
"learning_rate": 9.277777777777778e-06, |
|
"loss": 1.2776, |
|
"step": 825 |
|
}, |
|
{ |
|
"epoch": 0.34, |
|
"grad_norm": 15.217809677124023, |
|
"learning_rate": 9.222222222222224e-06, |
|
"loss": 1.1924, |
|
"step": 850 |
|
}, |
|
{ |
|
"epoch": 0.35, |
|
"grad_norm": 14.651033401489258, |
|
"learning_rate": 9.166666666666666e-06, |
|
"loss": 1.0912, |
|
"step": 875 |
|
}, |
|
{ |
|
"epoch": 0.36, |
|
"grad_norm": 14.324959754943848, |
|
"learning_rate": 9.111111111111112e-06, |
|
"loss": 1.2222, |
|
"step": 900 |
|
}, |
|
{ |
|
"epoch": 0.37, |
|
"grad_norm": 12.53036117553711, |
|
"learning_rate": 9.055555555555556e-06, |
|
"loss": 1.2771, |
|
"step": 925 |
|
}, |
|
{ |
|
"epoch": 0.38, |
|
"grad_norm": 14.033557891845703, |
|
"learning_rate": 9e-06, |
|
"loss": 1.1506, |
|
"step": 950 |
|
}, |
|
{ |
|
"epoch": 0.39, |
|
"grad_norm": 11.66818618774414, |
|
"learning_rate": 8.944444444444446e-06, |
|
"loss": 1.2423, |
|
"step": 975 |
|
}, |
|
{ |
|
"epoch": 0.4, |
|
"grad_norm": 13.90597915649414, |
|
"learning_rate": 8.888888888888888e-06, |
|
"loss": 1.1421, |
|
"step": 1000 |
|
}, |
|
{ |
|
"epoch": 0.4, |
|
"eval_cer": 61.163904814262146, |
|
"eval_loss": 1.1691664457321167, |
|
"eval_runtime": 1744.2126, |
|
"eval_samples_per_second": 2.257, |
|
"eval_steps_per_second": 0.282, |
|
"step": 1000 |
|
}, |
|
{ |
|
"epoch": 0.41, |
|
"grad_norm": 11.293231964111328, |
|
"learning_rate": 8.833333333333334e-06, |
|
"loss": 1.153, |
|
"step": 1025 |
|
}, |
|
{ |
|
"epoch": 0.42, |
|
"grad_norm": 13.314165115356445, |
|
"learning_rate": 8.777777777777778e-06, |
|
"loss": 1.168, |
|
"step": 1050 |
|
}, |
|
{ |
|
"epoch": 0.43, |
|
"grad_norm": 13.231385231018066, |
|
"learning_rate": 8.722222222222224e-06, |
|
"loss": 1.1613, |
|
"step": 1075 |
|
}, |
|
{ |
|
"epoch": 0.44, |
|
"grad_norm": 13.21717643737793, |
|
"learning_rate": 8.666666666666668e-06, |
|
"loss": 1.1246, |
|
"step": 1100 |
|
}, |
|
{ |
|
"epoch": 0.45, |
|
"grad_norm": 11.046935081481934, |
|
"learning_rate": 8.611111111111112e-06, |
|
"loss": 1.088, |
|
"step": 1125 |
|
}, |
|
{ |
|
"epoch": 0.46, |
|
"grad_norm": 14.906622886657715, |
|
"learning_rate": 8.555555555555556e-06, |
|
"loss": 1.19, |
|
"step": 1150 |
|
}, |
|
{ |
|
"epoch": 0.47, |
|
"grad_norm": 14.302517890930176, |
|
"learning_rate": 8.5e-06, |
|
"loss": 1.1351, |
|
"step": 1175 |
|
}, |
|
{ |
|
"epoch": 0.48, |
|
"grad_norm": 13.947770118713379, |
|
"learning_rate": 8.444444444444446e-06, |
|
"loss": 1.057, |
|
"step": 1200 |
|
}, |
|
{ |
|
"epoch": 0.49, |
|
"grad_norm": 14.45609188079834, |
|
"learning_rate": 8.38888888888889e-06, |
|
"loss": 1.0993, |
|
"step": 1225 |
|
}, |
|
{ |
|
"epoch": 0.5, |
|
"grad_norm": 14.952827453613281, |
|
"learning_rate": 8.333333333333334e-06, |
|
"loss": 1.1626, |
|
"step": 1250 |
|
}, |
|
{ |
|
"epoch": 0.51, |
|
"grad_norm": 16.128353118896484, |
|
"learning_rate": 8.277777777777778e-06, |
|
"loss": 1.1082, |
|
"step": 1275 |
|
}, |
|
{ |
|
"epoch": 0.52, |
|
"grad_norm": 13.550396919250488, |
|
"learning_rate": 8.222222222222222e-06, |
|
"loss": 1.183, |
|
"step": 1300 |
|
}, |
|
{ |
|
"epoch": 0.53, |
|
"grad_norm": 14.400228500366211, |
|
"learning_rate": 8.166666666666668e-06, |
|
"loss": 1.1988, |
|
"step": 1325 |
|
}, |
|
{ |
|
"epoch": 0.54, |
|
"grad_norm": 13.9801607131958, |
|
"learning_rate": 8.111111111111112e-06, |
|
"loss": 1.1314, |
|
"step": 1350 |
|
}, |
|
{ |
|
"epoch": 0.55, |
|
"grad_norm": 12.84874439239502, |
|
"learning_rate": 8.055555555555557e-06, |
|
"loss": 1.1411, |
|
"step": 1375 |
|
}, |
|
{ |
|
"epoch": 0.56, |
|
"grad_norm": 14.126324653625488, |
|
"learning_rate": 8.000000000000001e-06, |
|
"loss": 1.1314, |
|
"step": 1400 |
|
}, |
|
{ |
|
"epoch": 0.57, |
|
"grad_norm": 12.402750015258789, |
|
"learning_rate": 7.944444444444445e-06, |
|
"loss": 1.1071, |
|
"step": 1425 |
|
}, |
|
{ |
|
"epoch": 0.58, |
|
"grad_norm": 13.835284233093262, |
|
"learning_rate": 7.88888888888889e-06, |
|
"loss": 1.1393, |
|
"step": 1450 |
|
}, |
|
{ |
|
"epoch": 0.59, |
|
"grad_norm": 12.414569854736328, |
|
"learning_rate": 7.833333333333333e-06, |
|
"loss": 1.1026, |
|
"step": 1475 |
|
}, |
|
{ |
|
"epoch": 0.6, |
|
"grad_norm": 15.43626880645752, |
|
"learning_rate": 7.77777777777778e-06, |
|
"loss": 1.164, |
|
"step": 1500 |
|
}, |
|
{ |
|
"epoch": 0.61, |
|
"grad_norm": 13.067487716674805, |
|
"learning_rate": 7.722222222222223e-06, |
|
"loss": 1.0448, |
|
"step": 1525 |
|
}, |
|
{ |
|
"epoch": 0.62, |
|
"grad_norm": 14.158551216125488, |
|
"learning_rate": 7.666666666666667e-06, |
|
"loss": 1.1674, |
|
"step": 1550 |
|
}, |
|
{ |
|
"epoch": 0.63, |
|
"grad_norm": 13.062005996704102, |
|
"learning_rate": 7.611111111111111e-06, |
|
"loss": 1.0916, |
|
"step": 1575 |
|
}, |
|
{ |
|
"epoch": 0.64, |
|
"grad_norm": 13.6104736328125, |
|
"learning_rate": 7.555555555555556e-06, |
|
"loss": 1.0424, |
|
"step": 1600 |
|
}, |
|
{ |
|
"epoch": 0.65, |
|
"grad_norm": 11.52835750579834, |
|
"learning_rate": 7.500000000000001e-06, |
|
"loss": 1.0196, |
|
"step": 1625 |
|
}, |
|
{ |
|
"epoch": 0.66, |
|
"grad_norm": 14.118935585021973, |
|
"learning_rate": 7.444444444444445e-06, |
|
"loss": 1.1502, |
|
"step": 1650 |
|
}, |
|
{ |
|
"epoch": 0.67, |
|
"grad_norm": 13.2473726272583, |
|
"learning_rate": 7.38888888888889e-06, |
|
"loss": 1.0562, |
|
"step": 1675 |
|
}, |
|
{ |
|
"epoch": 0.68, |
|
"grad_norm": 13.026944160461426, |
|
"learning_rate": 7.333333333333333e-06, |
|
"loss": 1.0391, |
|
"step": 1700 |
|
}, |
|
{ |
|
"epoch": 0.69, |
|
"grad_norm": 11.923539161682129, |
|
"learning_rate": 7.277777777777778e-06, |
|
"loss": 1.063, |
|
"step": 1725 |
|
}, |
|
{ |
|
"epoch": 0.7, |
|
"grad_norm": 10.581581115722656, |
|
"learning_rate": 7.222222222222223e-06, |
|
"loss": 1.0504, |
|
"step": 1750 |
|
}, |
|
{ |
|
"epoch": 0.71, |
|
"grad_norm": 13.761798858642578, |
|
"learning_rate": 7.166666666666667e-06, |
|
"loss": 1.1781, |
|
"step": 1775 |
|
}, |
|
{ |
|
"epoch": 0.72, |
|
"grad_norm": 13.440286636352539, |
|
"learning_rate": 7.111111111111112e-06, |
|
"loss": 1.088, |
|
"step": 1800 |
|
}, |
|
{ |
|
"epoch": 0.73, |
|
"grad_norm": 11.378331184387207, |
|
"learning_rate": 7.055555555555557e-06, |
|
"loss": 1.017, |
|
"step": 1825 |
|
}, |
|
{ |
|
"epoch": 0.74, |
|
"grad_norm": 16.24916648864746, |
|
"learning_rate": 7e-06, |
|
"loss": 1.0669, |
|
"step": 1850 |
|
}, |
|
{ |
|
"epoch": 0.75, |
|
"grad_norm": 14.499041557312012, |
|
"learning_rate": 6.944444444444445e-06, |
|
"loss": 1.023, |
|
"step": 1875 |
|
}, |
|
{ |
|
"epoch": 0.76, |
|
"grad_norm": 14.587787628173828, |
|
"learning_rate": 6.88888888888889e-06, |
|
"loss": 1.1128, |
|
"step": 1900 |
|
}, |
|
{ |
|
"epoch": 0.77, |
|
"grad_norm": 14.249890327453613, |
|
"learning_rate": 6.833333333333334e-06, |
|
"loss": 1.0462, |
|
"step": 1925 |
|
}, |
|
{ |
|
"epoch": 0.78, |
|
"grad_norm": 13.22544002532959, |
|
"learning_rate": 6.777777777777779e-06, |
|
"loss": 1.0564, |
|
"step": 1950 |
|
}, |
|
{ |
|
"epoch": 0.79, |
|
"grad_norm": 13.404162406921387, |
|
"learning_rate": 6.7222222222222235e-06, |
|
"loss": 1.0517, |
|
"step": 1975 |
|
}, |
|
{ |
|
"epoch": 0.8, |
|
"grad_norm": 13.87370491027832, |
|
"learning_rate": 6.666666666666667e-06, |
|
"loss": 1.0556, |
|
"step": 2000 |
|
}, |
|
{ |
|
"epoch": 0.8, |
|
"eval_cer": 51.77491557370612, |
|
"eval_loss": 1.0214924812316895, |
|
"eval_runtime": 1738.5549, |
|
"eval_samples_per_second": 2.264, |
|
"eval_steps_per_second": 0.283, |
|
"step": 2000 |
|
}, |
|
{ |
|
"epoch": 0.81, |
|
"grad_norm": 15.01921272277832, |
|
"learning_rate": 6.6111111111111115e-06, |
|
"loss": 1.0203, |
|
"step": 2025 |
|
}, |
|
{ |
|
"epoch": 0.82, |
|
"grad_norm": 12.810806274414062, |
|
"learning_rate": 6.555555555555556e-06, |
|
"loss": 1.0426, |
|
"step": 2050 |
|
}, |
|
{ |
|
"epoch": 0.83, |
|
"grad_norm": 12.653311729431152, |
|
"learning_rate": 6.5000000000000004e-06, |
|
"loss": 1.0451, |
|
"step": 2075 |
|
}, |
|
{ |
|
"epoch": 0.84, |
|
"grad_norm": 14.353548049926758, |
|
"learning_rate": 6.444444444444445e-06, |
|
"loss": 1.0853, |
|
"step": 2100 |
|
}, |
|
{ |
|
"epoch": 0.85, |
|
"grad_norm": 12.075662612915039, |
|
"learning_rate": 6.3888888888888885e-06, |
|
"loss": 1.0124, |
|
"step": 2125 |
|
}, |
|
{ |
|
"epoch": 0.86, |
|
"grad_norm": 14.976198196411133, |
|
"learning_rate": 6.333333333333333e-06, |
|
"loss": 1.0461, |
|
"step": 2150 |
|
}, |
|
{ |
|
"epoch": 0.87, |
|
"grad_norm": 12.702341079711914, |
|
"learning_rate": 6.277777777777778e-06, |
|
"loss": 1.0319, |
|
"step": 2175 |
|
}, |
|
{ |
|
"epoch": 0.88, |
|
"grad_norm": 14.232624053955078, |
|
"learning_rate": 6.222222222222223e-06, |
|
"loss": 1.0174, |
|
"step": 2200 |
|
}, |
|
{ |
|
"epoch": 0.89, |
|
"grad_norm": 12.84585189819336, |
|
"learning_rate": 6.166666666666667e-06, |
|
"loss": 1.0275, |
|
"step": 2225 |
|
}, |
|
{ |
|
"epoch": 0.9, |
|
"grad_norm": 17.438783645629883, |
|
"learning_rate": 6.111111111111112e-06, |
|
"loss": 0.9808, |
|
"step": 2250 |
|
}, |
|
{ |
|
"epoch": 0.91, |
|
"grad_norm": 13.450716018676758, |
|
"learning_rate": 6.055555555555555e-06, |
|
"loss": 1.0239, |
|
"step": 2275 |
|
}, |
|
{ |
|
"epoch": 0.92, |
|
"grad_norm": 14.077709197998047, |
|
"learning_rate": 6e-06, |
|
"loss": 1.0151, |
|
"step": 2300 |
|
}, |
|
{ |
|
"epoch": 0.93, |
|
"grad_norm": 10.755902290344238, |
|
"learning_rate": 5.944444444444445e-06, |
|
"loss": 0.9994, |
|
"step": 2325 |
|
}, |
|
{ |
|
"epoch": 0.94, |
|
"grad_norm": 13.025961875915527, |
|
"learning_rate": 5.88888888888889e-06, |
|
"loss": 1.0136, |
|
"step": 2350 |
|
}, |
|
{ |
|
"epoch": 0.95, |
|
"grad_norm": 13.124420166015625, |
|
"learning_rate": 5.833333333333334e-06, |
|
"loss": 0.9732, |
|
"step": 2375 |
|
}, |
|
{ |
|
"epoch": 0.96, |
|
"grad_norm": 13.470574378967285, |
|
"learning_rate": 5.777777777777778e-06, |
|
"loss": 0.9919, |
|
"step": 2400 |
|
}, |
|
{ |
|
"epoch": 0.97, |
|
"grad_norm": 13.073882102966309, |
|
"learning_rate": 5.722222222222222e-06, |
|
"loss": 0.9791, |
|
"step": 2425 |
|
}, |
|
{ |
|
"epoch": 0.98, |
|
"grad_norm": 12.156904220581055, |
|
"learning_rate": 5.666666666666667e-06, |
|
"loss": 0.9761, |
|
"step": 2450 |
|
}, |
|
{ |
|
"epoch": 0.99, |
|
"grad_norm": 14.560174942016602, |
|
"learning_rate": 5.611111111111112e-06, |
|
"loss": 0.9478, |
|
"step": 2475 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"grad_norm": 13.365988731384277, |
|
"learning_rate": 5.555555555555557e-06, |
|
"loss": 0.9439, |
|
"step": 2500 |
|
}, |
|
{ |
|
"epoch": 1.01, |
|
"grad_norm": 11.116703987121582, |
|
"learning_rate": 5.500000000000001e-06, |
|
"loss": 0.8144, |
|
"step": 2525 |
|
}, |
|
{ |
|
"epoch": 1.02, |
|
"grad_norm": 11.22291088104248, |
|
"learning_rate": 5.444444444444445e-06, |
|
"loss": 0.7626, |
|
"step": 2550 |
|
}, |
|
{ |
|
"epoch": 1.03, |
|
"grad_norm": 10.895951271057129, |
|
"learning_rate": 5.388888888888889e-06, |
|
"loss": 0.7443, |
|
"step": 2575 |
|
}, |
|
{ |
|
"epoch": 1.04, |
|
"grad_norm": 10.497587203979492, |
|
"learning_rate": 5.333333333333334e-06, |
|
"loss": 0.7348, |
|
"step": 2600 |
|
}, |
|
{ |
|
"epoch": 1.05, |
|
"grad_norm": 10.018071174621582, |
|
"learning_rate": 5.2777777777777785e-06, |
|
"loss": 0.7096, |
|
"step": 2625 |
|
}, |
|
{ |
|
"epoch": 1.06, |
|
"grad_norm": 11.595548629760742, |
|
"learning_rate": 5.2222222222222226e-06, |
|
"loss": 0.7527, |
|
"step": 2650 |
|
}, |
|
{ |
|
"epoch": 1.07, |
|
"grad_norm": 9.90001106262207, |
|
"learning_rate": 5.1666666666666675e-06, |
|
"loss": 0.7502, |
|
"step": 2675 |
|
}, |
|
{ |
|
"epoch": 1.08, |
|
"grad_norm": 14.49976921081543, |
|
"learning_rate": 5.1111111111111115e-06, |
|
"loss": 0.7253, |
|
"step": 2700 |
|
}, |
|
{ |
|
"epoch": 1.09, |
|
"grad_norm": 10.992387771606445, |
|
"learning_rate": 5.0555555555555555e-06, |
|
"loss": 0.759, |
|
"step": 2725 |
|
}, |
|
{ |
|
"epoch": 1.1, |
|
"grad_norm": 11.267956733703613, |
|
"learning_rate": 5e-06, |
|
"loss": 0.7174, |
|
"step": 2750 |
|
}, |
|
{ |
|
"epoch": 1.11, |
|
"grad_norm": 12.558463096618652, |
|
"learning_rate": 4.944444444444445e-06, |
|
"loss": 0.7936, |
|
"step": 2775 |
|
}, |
|
{ |
|
"epoch": 1.12, |
|
"grad_norm": 10.136383056640625, |
|
"learning_rate": 4.888888888888889e-06, |
|
"loss": 0.7573, |
|
"step": 2800 |
|
}, |
|
{ |
|
"epoch": 1.13, |
|
"grad_norm": 10.183345794677734, |
|
"learning_rate": 4.833333333333333e-06, |
|
"loss": 0.7704, |
|
"step": 2825 |
|
}, |
|
{ |
|
"epoch": 1.1400000000000001, |
|
"grad_norm": 10.488049507141113, |
|
"learning_rate": 4.777777777777778e-06, |
|
"loss": 0.7343, |
|
"step": 2850 |
|
}, |
|
{ |
|
"epoch": 1.15, |
|
"grad_norm": 12.607866287231445, |
|
"learning_rate": 4.722222222222222e-06, |
|
"loss": 0.7247, |
|
"step": 2875 |
|
}, |
|
{ |
|
"epoch": 1.16, |
|
"grad_norm": 10.342514991760254, |
|
"learning_rate": 4.666666666666667e-06, |
|
"loss": 0.7618, |
|
"step": 2900 |
|
}, |
|
{ |
|
"epoch": 1.17, |
|
"grad_norm": 10.273557662963867, |
|
"learning_rate": 4.611111111111112e-06, |
|
"loss": 0.805, |
|
"step": 2925 |
|
}, |
|
{ |
|
"epoch": 1.18, |
|
"grad_norm": 11.328307151794434, |
|
"learning_rate": 4.555555555555556e-06, |
|
"loss": 0.6998, |
|
"step": 2950 |
|
}, |
|
{ |
|
"epoch": 1.19, |
|
"grad_norm": 13.699926376342773, |
|
"learning_rate": 4.5e-06, |
|
"loss": 0.7924, |
|
"step": 2975 |
|
}, |
|
{ |
|
"epoch": 1.2, |
|
"grad_norm": 10.797248840332031, |
|
"learning_rate": 4.444444444444444e-06, |
|
"loss": 0.7837, |
|
"step": 3000 |
|
}, |
|
{ |
|
"epoch": 1.2, |
|
"eval_cer": 54.1977538679023, |
|
"eval_loss": 0.9572013020515442, |
|
"eval_runtime": 1756.4904, |
|
"eval_samples_per_second": 2.241, |
|
"eval_steps_per_second": 0.28, |
|
"step": 3000 |
|
}, |
|
{ |
|
"epoch": 1.21, |
|
"grad_norm": 12.410914421081543, |
|
"learning_rate": 4.388888888888889e-06, |
|
"loss": 0.7325, |
|
"step": 3025 |
|
}, |
|
{ |
|
"epoch": 1.22, |
|
"grad_norm": 12.31027603149414, |
|
"learning_rate": 4.333333333333334e-06, |
|
"loss": 0.6914, |
|
"step": 3050 |
|
}, |
|
{ |
|
"epoch": 1.23, |
|
"grad_norm": 10.667587280273438, |
|
"learning_rate": 4.277777777777778e-06, |
|
"loss": 0.7216, |
|
"step": 3075 |
|
}, |
|
{ |
|
"epoch": 1.24, |
|
"grad_norm": 13.815753936767578, |
|
"learning_rate": 4.222222222222223e-06, |
|
"loss": 0.7235, |
|
"step": 3100 |
|
}, |
|
{ |
|
"epoch": 1.25, |
|
"grad_norm": 11.412848472595215, |
|
"learning_rate": 4.166666666666667e-06, |
|
"loss": 0.7579, |
|
"step": 3125 |
|
}, |
|
{ |
|
"epoch": 1.26, |
|
"grad_norm": 13.73943042755127, |
|
"learning_rate": 4.111111111111111e-06, |
|
"loss": 0.77, |
|
"step": 3150 |
|
}, |
|
{ |
|
"epoch": 1.27, |
|
"grad_norm": 13.075247764587402, |
|
"learning_rate": 4.055555555555556e-06, |
|
"loss": 0.6957, |
|
"step": 3175 |
|
}, |
|
{ |
|
"epoch": 1.28, |
|
"grad_norm": 11.140027046203613, |
|
"learning_rate": 4.000000000000001e-06, |
|
"loss": 0.7516, |
|
"step": 3200 |
|
}, |
|
{ |
|
"epoch": 1.29, |
|
"grad_norm": 13.179604530334473, |
|
"learning_rate": 3.944444444444445e-06, |
|
"loss": 0.7427, |
|
"step": 3225 |
|
}, |
|
{ |
|
"epoch": 1.3, |
|
"grad_norm": 11.4240140914917, |
|
"learning_rate": 3.88888888888889e-06, |
|
"loss": 0.7679, |
|
"step": 3250 |
|
}, |
|
{ |
|
"epoch": 1.31, |
|
"grad_norm": 10.857213020324707, |
|
"learning_rate": 3.833333333333334e-06, |
|
"loss": 0.69, |
|
"step": 3275 |
|
}, |
|
{ |
|
"epoch": 1.32, |
|
"grad_norm": 12.246594429016113, |
|
"learning_rate": 3.777777777777778e-06, |
|
"loss": 0.7841, |
|
"step": 3300 |
|
}, |
|
{ |
|
"epoch": 1.33, |
|
"grad_norm": 10.60627269744873, |
|
"learning_rate": 3.7222222222222225e-06, |
|
"loss": 0.7167, |
|
"step": 3325 |
|
}, |
|
{ |
|
"epoch": 1.34, |
|
"grad_norm": 15.023033142089844, |
|
"learning_rate": 3.6666666666666666e-06, |
|
"loss": 0.753, |
|
"step": 3350 |
|
}, |
|
{ |
|
"epoch": 1.35, |
|
"grad_norm": 11.280016899108887, |
|
"learning_rate": 3.6111111111111115e-06, |
|
"loss": 0.7304, |
|
"step": 3375 |
|
}, |
|
{ |
|
"epoch": 1.3599999999999999, |
|
"grad_norm": 12.962152481079102, |
|
"learning_rate": 3.555555555555556e-06, |
|
"loss": 0.7802, |
|
"step": 3400 |
|
}, |
|
{ |
|
"epoch": 1.37, |
|
"grad_norm": 11.989816665649414, |
|
"learning_rate": 3.5e-06, |
|
"loss": 0.7298, |
|
"step": 3425 |
|
}, |
|
{ |
|
"epoch": 1.38, |
|
"grad_norm": 11.917997360229492, |
|
"learning_rate": 3.444444444444445e-06, |
|
"loss": 0.8122, |
|
"step": 3450 |
|
}, |
|
{ |
|
"epoch": 1.3900000000000001, |
|
"grad_norm": 11.995168685913086, |
|
"learning_rate": 3.3888888888888893e-06, |
|
"loss": 0.7428, |
|
"step": 3475 |
|
}, |
|
{ |
|
"epoch": 1.4, |
|
"grad_norm": 13.24657917022705, |
|
"learning_rate": 3.3333333333333333e-06, |
|
"loss": 0.7487, |
|
"step": 3500 |
|
}, |
|
{ |
|
"epoch": 1.41, |
|
"grad_norm": 14.055580139160156, |
|
"learning_rate": 3.277777777777778e-06, |
|
"loss": 0.735, |
|
"step": 3525 |
|
}, |
|
{ |
|
"epoch": 1.42, |
|
"grad_norm": 11.190061569213867, |
|
"learning_rate": 3.2222222222222227e-06, |
|
"loss": 0.747, |
|
"step": 3550 |
|
}, |
|
{ |
|
"epoch": 1.43, |
|
"grad_norm": 10.754741668701172, |
|
"learning_rate": 3.1666666666666667e-06, |
|
"loss": 0.7953, |
|
"step": 3575 |
|
}, |
|
{ |
|
"epoch": 1.44, |
|
"grad_norm": 11.28659725189209, |
|
"learning_rate": 3.1111111111111116e-06, |
|
"loss": 0.7396, |
|
"step": 3600 |
|
}, |
|
{ |
|
"epoch": 1.45, |
|
"grad_norm": 9.70627498626709, |
|
"learning_rate": 3.055555555555556e-06, |
|
"loss": 0.7127, |
|
"step": 3625 |
|
}, |
|
{ |
|
"epoch": 1.46, |
|
"grad_norm": 13.152200698852539, |
|
"learning_rate": 3e-06, |
|
"loss": 0.7299, |
|
"step": 3650 |
|
}, |
|
{ |
|
"epoch": 1.47, |
|
"grad_norm": 12.44729995727539, |
|
"learning_rate": 2.944444444444445e-06, |
|
"loss": 0.7195, |
|
"step": 3675 |
|
}, |
|
{ |
|
"epoch": 1.48, |
|
"grad_norm": 10.643758773803711, |
|
"learning_rate": 2.888888888888889e-06, |
|
"loss": 0.7772, |
|
"step": 3700 |
|
}, |
|
{ |
|
"epoch": 1.49, |
|
"grad_norm": 13.989819526672363, |
|
"learning_rate": 2.8333333333333335e-06, |
|
"loss": 0.7405, |
|
"step": 3725 |
|
}, |
|
{ |
|
"epoch": 1.5, |
|
"grad_norm": 9.972952842712402, |
|
"learning_rate": 2.7777777777777783e-06, |
|
"loss": 0.722, |
|
"step": 3750 |
|
}, |
|
{ |
|
"epoch": 1.51, |
|
"grad_norm": 12.274140357971191, |
|
"learning_rate": 2.7222222222222224e-06, |
|
"loss": 0.7326, |
|
"step": 3775 |
|
}, |
|
{ |
|
"epoch": 1.52, |
|
"grad_norm": 10.712841033935547, |
|
"learning_rate": 2.666666666666667e-06, |
|
"loss": 0.6631, |
|
"step": 3800 |
|
}, |
|
{ |
|
"epoch": 1.53, |
|
"grad_norm": 13.03647232055664, |
|
"learning_rate": 2.6111111111111113e-06, |
|
"loss": 0.6943, |
|
"step": 3825 |
|
}, |
|
{ |
|
"epoch": 1.54, |
|
"grad_norm": 10.963674545288086, |
|
"learning_rate": 2.5555555555555557e-06, |
|
"loss": 0.7379, |
|
"step": 3850 |
|
}, |
|
{ |
|
"epoch": 1.55, |
|
"grad_norm": 11.267337799072266, |
|
"learning_rate": 2.5e-06, |
|
"loss": 0.7165, |
|
"step": 3875 |
|
}, |
|
{ |
|
"epoch": 1.56, |
|
"grad_norm": 10.950325965881348, |
|
"learning_rate": 2.4444444444444447e-06, |
|
"loss": 0.718, |
|
"step": 3900 |
|
}, |
|
{ |
|
"epoch": 1.5699999999999998, |
|
"grad_norm": 12.390423774719238, |
|
"learning_rate": 2.388888888888889e-06, |
|
"loss": 0.76, |
|
"step": 3925 |
|
}, |
|
{ |
|
"epoch": 1.58, |
|
"grad_norm": 11.487335205078125, |
|
"learning_rate": 2.3333333333333336e-06, |
|
"loss": 0.7708, |
|
"step": 3950 |
|
}, |
|
{ |
|
"epoch": 1.5899999999999999, |
|
"grad_norm": 11.19138240814209, |
|
"learning_rate": 2.277777777777778e-06, |
|
"loss": 0.6526, |
|
"step": 3975 |
|
}, |
|
{ |
|
"epoch": 1.6, |
|
"grad_norm": 10.622859954833984, |
|
"learning_rate": 2.222222222222222e-06, |
|
"loss": 0.7332, |
|
"step": 4000 |
|
}, |
|
{ |
|
"epoch": 1.6, |
|
"eval_cer": 50.39660724102725, |
|
"eval_loss": 0.9230387210845947, |
|
"eval_runtime": 1742.867, |
|
"eval_samples_per_second": 2.258, |
|
"eval_steps_per_second": 0.282, |
|
"step": 4000 |
|
}, |
|
{ |
|
"epoch": 1.6099999999999999, |
|
"grad_norm": 12.709884643554688, |
|
"learning_rate": 2.166666666666667e-06, |
|
"loss": 0.7753, |
|
"step": 4025 |
|
}, |
|
{ |
|
"epoch": 1.62, |
|
"grad_norm": 11.723743438720703, |
|
"learning_rate": 2.1111111111111114e-06, |
|
"loss": 0.6813, |
|
"step": 4050 |
|
}, |
|
{ |
|
"epoch": 1.63, |
|
"grad_norm": 13.305733680725098, |
|
"learning_rate": 2.0555555555555555e-06, |
|
"loss": 0.8031, |
|
"step": 4075 |
|
}, |
|
{ |
|
"epoch": 1.6400000000000001, |
|
"grad_norm": 11.093185424804688, |
|
"learning_rate": 2.0000000000000003e-06, |
|
"loss": 0.6939, |
|
"step": 4100 |
|
}, |
|
{ |
|
"epoch": 1.65, |
|
"grad_norm": 11.894206047058105, |
|
"learning_rate": 1.944444444444445e-06, |
|
"loss": 0.7193, |
|
"step": 4125 |
|
}, |
|
{ |
|
"epoch": 1.6600000000000001, |
|
"grad_norm": 14.037126541137695, |
|
"learning_rate": 1.888888888888889e-06, |
|
"loss": 0.7113, |
|
"step": 4150 |
|
}, |
|
{ |
|
"epoch": 1.67, |
|
"grad_norm": 8.205574035644531, |
|
"learning_rate": 1.8333333333333333e-06, |
|
"loss": 0.7197, |
|
"step": 4175 |
|
}, |
|
{ |
|
"epoch": 1.6800000000000002, |
|
"grad_norm": 13.138123512268066, |
|
"learning_rate": 1.777777777777778e-06, |
|
"loss": 0.7747, |
|
"step": 4200 |
|
}, |
|
{ |
|
"epoch": 1.69, |
|
"grad_norm": 12.72310733795166, |
|
"learning_rate": 1.7222222222222224e-06, |
|
"loss": 0.7181, |
|
"step": 4225 |
|
}, |
|
{ |
|
"epoch": 1.7, |
|
"grad_norm": 12.127406120300293, |
|
"learning_rate": 1.6666666666666667e-06, |
|
"loss": 0.6518, |
|
"step": 4250 |
|
}, |
|
{ |
|
"epoch": 1.71, |
|
"grad_norm": 12.796150207519531, |
|
"learning_rate": 1.6111111111111113e-06, |
|
"loss": 0.6808, |
|
"step": 4275 |
|
}, |
|
{ |
|
"epoch": 1.72, |
|
"grad_norm": 9.223761558532715, |
|
"learning_rate": 1.5555555555555558e-06, |
|
"loss": 0.691, |
|
"step": 4300 |
|
}, |
|
{ |
|
"epoch": 1.73, |
|
"grad_norm": 11.86072826385498, |
|
"learning_rate": 1.5e-06, |
|
"loss": 0.7387, |
|
"step": 4325 |
|
}, |
|
{ |
|
"epoch": 1.74, |
|
"grad_norm": 13.236778259277344, |
|
"learning_rate": 1.4444444444444445e-06, |
|
"loss": 0.7341, |
|
"step": 4350 |
|
}, |
|
{ |
|
"epoch": 1.75, |
|
"grad_norm": 12.484067916870117, |
|
"learning_rate": 1.3888888888888892e-06, |
|
"loss": 0.6508, |
|
"step": 4375 |
|
}, |
|
{ |
|
"epoch": 1.76, |
|
"grad_norm": 9.531938552856445, |
|
"learning_rate": 1.3333333333333334e-06, |
|
"loss": 0.7072, |
|
"step": 4400 |
|
}, |
|
{ |
|
"epoch": 1.77, |
|
"grad_norm": 12.968701362609863, |
|
"learning_rate": 1.2777777777777779e-06, |
|
"loss": 0.7091, |
|
"step": 4425 |
|
}, |
|
{ |
|
"epoch": 1.78, |
|
"grad_norm": 11.115565299987793, |
|
"learning_rate": 1.2222222222222223e-06, |
|
"loss": 0.7082, |
|
"step": 4450 |
|
}, |
|
{ |
|
"epoch": 1.79, |
|
"grad_norm": 15.03991985321045, |
|
"learning_rate": 1.1666666666666668e-06, |
|
"loss": 0.6707, |
|
"step": 4475 |
|
}, |
|
{ |
|
"epoch": 1.8, |
|
"grad_norm": 13.241722106933594, |
|
"learning_rate": 1.111111111111111e-06, |
|
"loss": 0.7449, |
|
"step": 4500 |
|
}, |
|
{ |
|
"epoch": 1.81, |
|
"grad_norm": 12.832565307617188, |
|
"learning_rate": 1.0555555555555557e-06, |
|
"loss": 0.7065, |
|
"step": 4525 |
|
}, |
|
{ |
|
"epoch": 1.8199999999999998, |
|
"grad_norm": 13.823897361755371, |
|
"learning_rate": 1.0000000000000002e-06, |
|
"loss": 0.7243, |
|
"step": 4550 |
|
}, |
|
{ |
|
"epoch": 1.83, |
|
"grad_norm": 8.99041748046875, |
|
"learning_rate": 9.444444444444445e-07, |
|
"loss": 0.7175, |
|
"step": 4575 |
|
}, |
|
{ |
|
"epoch": 1.8399999999999999, |
|
"grad_norm": 10.291349411010742, |
|
"learning_rate": 8.88888888888889e-07, |
|
"loss": 0.6431, |
|
"step": 4600 |
|
}, |
|
{ |
|
"epoch": 1.85, |
|
"grad_norm": 10.827986717224121, |
|
"learning_rate": 8.333333333333333e-07, |
|
"loss": 0.6776, |
|
"step": 4625 |
|
}, |
|
{ |
|
"epoch": 1.8599999999999999, |
|
"grad_norm": 11.811609268188477, |
|
"learning_rate": 7.777777777777779e-07, |
|
"loss": 0.7021, |
|
"step": 4650 |
|
}, |
|
{ |
|
"epoch": 1.87, |
|
"grad_norm": 10.870746612548828, |
|
"learning_rate": 7.222222222222222e-07, |
|
"loss": 0.7036, |
|
"step": 4675 |
|
}, |
|
{ |
|
"epoch": 1.88, |
|
"grad_norm": 12.761141777038574, |
|
"learning_rate": 6.666666666666667e-07, |
|
"loss": 0.6818, |
|
"step": 4700 |
|
}, |
|
{ |
|
"epoch": 1.8900000000000001, |
|
"grad_norm": 12.68936538696289, |
|
"learning_rate": 6.111111111111112e-07, |
|
"loss": 0.7104, |
|
"step": 4725 |
|
}, |
|
{ |
|
"epoch": 1.9, |
|
"grad_norm": 12.023513793945312, |
|
"learning_rate": 5.555555555555555e-07, |
|
"loss": 0.6955, |
|
"step": 4750 |
|
}, |
|
{ |
|
"epoch": 1.9100000000000001, |
|
"grad_norm": 13.548583984375, |
|
"learning_rate": 5.000000000000001e-07, |
|
"loss": 0.7529, |
|
"step": 4775 |
|
}, |
|
{ |
|
"epoch": 1.92, |
|
"grad_norm": 11.201909065246582, |
|
"learning_rate": 4.444444444444445e-07, |
|
"loss": 0.6256, |
|
"step": 4800 |
|
}, |
|
{ |
|
"epoch": 1.9300000000000002, |
|
"grad_norm": 12.877849578857422, |
|
"learning_rate": 3.8888888888888895e-07, |
|
"loss": 0.7399, |
|
"step": 4825 |
|
}, |
|
{ |
|
"epoch": 1.94, |
|
"grad_norm": 12.711626052856445, |
|
"learning_rate": 3.3333333333333335e-07, |
|
"loss": 0.6784, |
|
"step": 4850 |
|
}, |
|
{ |
|
"epoch": 1.95, |
|
"grad_norm": 9.75576114654541, |
|
"learning_rate": 2.7777777777777776e-07, |
|
"loss": 0.7111, |
|
"step": 4875 |
|
}, |
|
{ |
|
"epoch": 1.96, |
|
"grad_norm": 11.684128761291504, |
|
"learning_rate": 2.2222222222222224e-07, |
|
"loss": 0.7221, |
|
"step": 4900 |
|
}, |
|
{ |
|
"epoch": 1.97, |
|
"grad_norm": 12.131952285766602, |
|
"learning_rate": 1.6666666666666668e-07, |
|
"loss": 0.7624, |
|
"step": 4925 |
|
}, |
|
{ |
|
"epoch": 1.98, |
|
"grad_norm": 10.875662803649902, |
|
"learning_rate": 1.1111111111111112e-07, |
|
"loss": 0.6913, |
|
"step": 4950 |
|
}, |
|
{ |
|
"epoch": 1.99, |
|
"grad_norm": 10.225822448730469, |
|
"learning_rate": 5.555555555555556e-08, |
|
"loss": 0.6974, |
|
"step": 4975 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"grad_norm": 9.928595542907715, |
|
"learning_rate": 0.0, |
|
"loss": 0.6957, |
|
"step": 5000 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"eval_cer": 50.577240241891154, |
|
"eval_loss": 0.9063901305198669, |
|
"eval_runtime": 1752.6784, |
|
"eval_samples_per_second": 2.246, |
|
"eval_steps_per_second": 0.281, |
|
"step": 5000 |
|
}, |
|
{ |
|
"epoch": 2.01, |
|
"grad_norm": 12.426376342773438, |
|
"learning_rate": 4.907407407407408e-06, |
|
"loss": 0.5823, |
|
"step": 5025 |
|
}, |
|
{ |
|
"epoch": 2.02, |
|
"grad_norm": 10.951026916503906, |
|
"learning_rate": 4.876543209876544e-06, |
|
"loss": 0.6085, |
|
"step": 5050 |
|
}, |
|
{ |
|
"epoch": 2.03, |
|
"grad_norm": 10.53141975402832, |
|
"learning_rate": 4.845679012345679e-06, |
|
"loss": 0.5771, |
|
"step": 5075 |
|
}, |
|
{ |
|
"epoch": 2.04, |
|
"grad_norm": 13.22917366027832, |
|
"learning_rate": 4.814814814814815e-06, |
|
"loss": 0.6013, |
|
"step": 5100 |
|
}, |
|
{ |
|
"epoch": 2.05, |
|
"grad_norm": 12.245888710021973, |
|
"learning_rate": 4.783950617283951e-06, |
|
"loss": 0.559, |
|
"step": 5125 |
|
}, |
|
{ |
|
"epoch": 2.06, |
|
"grad_norm": 10.822369575500488, |
|
"learning_rate": 4.753086419753087e-06, |
|
"loss": 0.6044, |
|
"step": 5150 |
|
}, |
|
{ |
|
"epoch": 2.07, |
|
"grad_norm": 13.181960105895996, |
|
"learning_rate": 4.722222222222222e-06, |
|
"loss": 0.6063, |
|
"step": 5175 |
|
}, |
|
{ |
|
"epoch": 2.08, |
|
"grad_norm": 10.481088638305664, |
|
"learning_rate": 4.691358024691358e-06, |
|
"loss": 0.572, |
|
"step": 5200 |
|
}, |
|
{ |
|
"epoch": 2.09, |
|
"grad_norm": 10.6892671585083, |
|
"learning_rate": 4.660493827160494e-06, |
|
"loss": 0.6041, |
|
"step": 5225 |
|
}, |
|
{ |
|
"epoch": 2.1, |
|
"grad_norm": 11.274572372436523, |
|
"learning_rate": 4.62962962962963e-06, |
|
"loss": 0.5608, |
|
"step": 5250 |
|
}, |
|
{ |
|
"epoch": 2.11, |
|
"grad_norm": 11.774944305419922, |
|
"learning_rate": 4.598765432098766e-06, |
|
"loss": 0.6163, |
|
"step": 5275 |
|
}, |
|
{ |
|
"epoch": 2.12, |
|
"grad_norm": 10.94110107421875, |
|
"learning_rate": 4.567901234567902e-06, |
|
"loss": 0.5816, |
|
"step": 5300 |
|
}, |
|
{ |
|
"epoch": 2.13, |
|
"grad_norm": 10.177285194396973, |
|
"learning_rate": 4.537037037037038e-06, |
|
"loss": 0.557, |
|
"step": 5325 |
|
}, |
|
{ |
|
"epoch": 2.14, |
|
"grad_norm": 9.426462173461914, |
|
"learning_rate": 4.506172839506173e-06, |
|
"loss": 0.6411, |
|
"step": 5350 |
|
}, |
|
{ |
|
"epoch": 2.15, |
|
"grad_norm": 9.961886405944824, |
|
"learning_rate": 4.475308641975309e-06, |
|
"loss": 0.5906, |
|
"step": 5375 |
|
}, |
|
{ |
|
"epoch": 2.16, |
|
"grad_norm": 11.078606605529785, |
|
"learning_rate": 4.444444444444444e-06, |
|
"loss": 0.622, |
|
"step": 5400 |
|
}, |
|
{ |
|
"epoch": 2.17, |
|
"grad_norm": 10.944733619689941, |
|
"learning_rate": 4.413580246913581e-06, |
|
"loss": 0.6154, |
|
"step": 5425 |
|
}, |
|
{ |
|
"epoch": 2.18, |
|
"grad_norm": 10.523876190185547, |
|
"learning_rate": 4.382716049382716e-06, |
|
"loss": 0.6698, |
|
"step": 5450 |
|
}, |
|
{ |
|
"epoch": 2.19, |
|
"grad_norm": 12.090290069580078, |
|
"learning_rate": 4.351851851851852e-06, |
|
"loss": 0.6269, |
|
"step": 5475 |
|
}, |
|
{ |
|
"epoch": 2.2, |
|
"grad_norm": 9.12374210357666, |
|
"learning_rate": 4.3209876543209875e-06, |
|
"loss": 0.6209, |
|
"step": 5500 |
|
}, |
|
{ |
|
"epoch": 2.21, |
|
"grad_norm": 11.668550491333008, |
|
"learning_rate": 4.290123456790124e-06, |
|
"loss": 0.6692, |
|
"step": 5525 |
|
}, |
|
{ |
|
"epoch": 2.22, |
|
"grad_norm": 13.481975555419922, |
|
"learning_rate": 4.2592592592592596e-06, |
|
"loss": 0.6093, |
|
"step": 5550 |
|
}, |
|
{ |
|
"epoch": 2.23, |
|
"grad_norm": 12.388972282409668, |
|
"learning_rate": 4.228395061728396e-06, |
|
"loss": 0.5941, |
|
"step": 5575 |
|
}, |
|
{ |
|
"epoch": 2.24, |
|
"grad_norm": 9.559195518493652, |
|
"learning_rate": 4.197530864197531e-06, |
|
"loss": 0.5782, |
|
"step": 5600 |
|
}, |
|
{ |
|
"epoch": 2.25, |
|
"grad_norm": 10.876689910888672, |
|
"learning_rate": 4.166666666666667e-06, |
|
"loss": 0.5896, |
|
"step": 5625 |
|
}, |
|
{ |
|
"epoch": 2.26, |
|
"grad_norm": 10.03794002532959, |
|
"learning_rate": 4.135802469135803e-06, |
|
"loss": 0.6243, |
|
"step": 5650 |
|
}, |
|
{ |
|
"epoch": 2.27, |
|
"grad_norm": 11.717126846313477, |
|
"learning_rate": 4.104938271604938e-06, |
|
"loss": 0.6205, |
|
"step": 5675 |
|
}, |
|
{ |
|
"epoch": 2.2800000000000002, |
|
"grad_norm": 13.434377670288086, |
|
"learning_rate": 4.074074074074074e-06, |
|
"loss": 0.6419, |
|
"step": 5700 |
|
}, |
|
{ |
|
"epoch": 2.29, |
|
"grad_norm": 8.062933921813965, |
|
"learning_rate": 4.04320987654321e-06, |
|
"loss": 0.6042, |
|
"step": 5725 |
|
}, |
|
{ |
|
"epoch": 2.3, |
|
"grad_norm": 11.512144088745117, |
|
"learning_rate": 4.012345679012346e-06, |
|
"loss": 0.5766, |
|
"step": 5750 |
|
}, |
|
{ |
|
"epoch": 2.31, |
|
"grad_norm": 12.437589645385742, |
|
"learning_rate": 3.9814814814814814e-06, |
|
"loss": 0.6139, |
|
"step": 5775 |
|
}, |
|
{ |
|
"epoch": 2.32, |
|
"grad_norm": 13.863161087036133, |
|
"learning_rate": 3.9506172839506175e-06, |
|
"loss": 0.6477, |
|
"step": 5800 |
|
}, |
|
{ |
|
"epoch": 2.33, |
|
"grad_norm": 12.266985893249512, |
|
"learning_rate": 3.9197530864197535e-06, |
|
"loss": 0.5743, |
|
"step": 5825 |
|
}, |
|
{ |
|
"epoch": 2.34, |
|
"grad_norm": 9.438658714294434, |
|
"learning_rate": 3.88888888888889e-06, |
|
"loss": 0.5324, |
|
"step": 5850 |
|
}, |
|
{ |
|
"epoch": 2.35, |
|
"grad_norm": 10.063249588012695, |
|
"learning_rate": 3.858024691358025e-06, |
|
"loss": 0.5516, |
|
"step": 5875 |
|
}, |
|
{ |
|
"epoch": 2.36, |
|
"grad_norm": 11.568090438842773, |
|
"learning_rate": 3.827160493827161e-06, |
|
"loss": 0.6009, |
|
"step": 5900 |
|
}, |
|
{ |
|
"epoch": 2.37, |
|
"grad_norm": 12.200023651123047, |
|
"learning_rate": 3.796296296296297e-06, |
|
"loss": 0.5942, |
|
"step": 5925 |
|
}, |
|
{ |
|
"epoch": 2.38, |
|
"grad_norm": 9.803306579589844, |
|
"learning_rate": 3.7654320987654325e-06, |
|
"loss": 0.5866, |
|
"step": 5950 |
|
}, |
|
{ |
|
"epoch": 2.39, |
|
"grad_norm": 10.597114562988281, |
|
"learning_rate": 3.734567901234568e-06, |
|
"loss": 0.6058, |
|
"step": 5975 |
|
}, |
|
{ |
|
"epoch": 2.4, |
|
"grad_norm": 11.030874252319336, |
|
"learning_rate": 3.7037037037037037e-06, |
|
"loss": 0.6211, |
|
"step": 6000 |
|
}, |
|
{ |
|
"epoch": 2.4, |
|
"eval_cer": 49.85901151405969, |
|
"eval_loss": 0.9176779985427856, |
|
"eval_runtime": 1772.9346, |
|
"eval_samples_per_second": 2.22, |
|
"eval_steps_per_second": 0.278, |
|
"step": 6000 |
|
}, |
|
{ |
|
"epoch": 2.41, |
|
"grad_norm": 12.415263175964355, |
|
"learning_rate": 3.67283950617284e-06, |
|
"loss": 0.6038, |
|
"step": 6025 |
|
}, |
|
{ |
|
"epoch": 2.42, |
|
"grad_norm": 12.250804901123047, |
|
"learning_rate": 3.641975308641976e-06, |
|
"loss": 0.6355, |
|
"step": 6050 |
|
}, |
|
{ |
|
"epoch": 2.43, |
|
"grad_norm": 10.84643840789795, |
|
"learning_rate": 3.6111111111111115e-06, |
|
"loss": 0.5963, |
|
"step": 6075 |
|
}, |
|
{ |
|
"epoch": 2.44, |
|
"grad_norm": 9.677035331726074, |
|
"learning_rate": 3.580246913580247e-06, |
|
"loss": 0.5596, |
|
"step": 6100 |
|
}, |
|
{ |
|
"epoch": 2.45, |
|
"grad_norm": 12.466174125671387, |
|
"learning_rate": 3.549382716049383e-06, |
|
"loss": 0.6114, |
|
"step": 6125 |
|
}, |
|
{ |
|
"epoch": 2.46, |
|
"grad_norm": 10.494367599487305, |
|
"learning_rate": 3.5185185185185187e-06, |
|
"loss": 0.5983, |
|
"step": 6150 |
|
}, |
|
{ |
|
"epoch": 2.4699999999999998, |
|
"grad_norm": 10.007222175598145, |
|
"learning_rate": 3.4876543209876544e-06, |
|
"loss": 0.5739, |
|
"step": 6175 |
|
}, |
|
{ |
|
"epoch": 2.48, |
|
"grad_norm": 10.590246200561523, |
|
"learning_rate": 3.4567901234567904e-06, |
|
"loss": 0.6105, |
|
"step": 6200 |
|
}, |
|
{ |
|
"epoch": 2.49, |
|
"grad_norm": 11.260624885559082, |
|
"learning_rate": 3.4259259259259265e-06, |
|
"loss": 0.5963, |
|
"step": 6225 |
|
}, |
|
{ |
|
"epoch": 2.5, |
|
"grad_norm": 12.293840408325195, |
|
"learning_rate": 3.395061728395062e-06, |
|
"loss": 0.6278, |
|
"step": 6250 |
|
}, |
|
{ |
|
"epoch": 2.51, |
|
"grad_norm": 12.284423828125, |
|
"learning_rate": 3.3641975308641977e-06, |
|
"loss": 0.613, |
|
"step": 6275 |
|
}, |
|
{ |
|
"epoch": 2.52, |
|
"grad_norm": 10.285521507263184, |
|
"learning_rate": 3.3333333333333333e-06, |
|
"loss": 0.5841, |
|
"step": 6300 |
|
}, |
|
{ |
|
"epoch": 2.5300000000000002, |
|
"grad_norm": 11.444025039672852, |
|
"learning_rate": 3.30246913580247e-06, |
|
"loss": 0.6789, |
|
"step": 6325 |
|
}, |
|
{ |
|
"epoch": 2.54, |
|
"grad_norm": 9.65517520904541, |
|
"learning_rate": 3.2716049382716054e-06, |
|
"loss": 0.5777, |
|
"step": 6350 |
|
}, |
|
{ |
|
"epoch": 2.55, |
|
"grad_norm": 11.333357810974121, |
|
"learning_rate": 3.240740740740741e-06, |
|
"loss": 0.6097, |
|
"step": 6375 |
|
}, |
|
{ |
|
"epoch": 2.56, |
|
"grad_norm": 9.03528118133545, |
|
"learning_rate": 3.2098765432098767e-06, |
|
"loss": 0.5724, |
|
"step": 6400 |
|
}, |
|
{ |
|
"epoch": 2.57, |
|
"grad_norm": 11.75942325592041, |
|
"learning_rate": 3.1790123456790127e-06, |
|
"loss": 0.6378, |
|
"step": 6425 |
|
}, |
|
{ |
|
"epoch": 2.58, |
|
"grad_norm": 11.017098426818848, |
|
"learning_rate": 3.1481481481481483e-06, |
|
"loss": 0.6758, |
|
"step": 6450 |
|
}, |
|
{ |
|
"epoch": 2.59, |
|
"grad_norm": 12.29273509979248, |
|
"learning_rate": 3.1172839506172844e-06, |
|
"loss": 0.5915, |
|
"step": 6475 |
|
}, |
|
{ |
|
"epoch": 2.6, |
|
"grad_norm": 12.807594299316406, |
|
"learning_rate": 3.08641975308642e-06, |
|
"loss": 0.6041, |
|
"step": 6500 |
|
}, |
|
{ |
|
"epoch": 2.61, |
|
"grad_norm": 12.91454029083252, |
|
"learning_rate": 3.055555555555556e-06, |
|
"loss": 0.5537, |
|
"step": 6525 |
|
}, |
|
{ |
|
"epoch": 2.62, |
|
"grad_norm": 12.020458221435547, |
|
"learning_rate": 3.0246913580246917e-06, |
|
"loss": 0.6154, |
|
"step": 6550 |
|
}, |
|
{ |
|
"epoch": 2.63, |
|
"grad_norm": 10.018027305603027, |
|
"learning_rate": 2.9938271604938273e-06, |
|
"loss": 0.5778, |
|
"step": 6575 |
|
}, |
|
{ |
|
"epoch": 2.64, |
|
"grad_norm": 10.63597297668457, |
|
"learning_rate": 2.962962962962963e-06, |
|
"loss": 0.5592, |
|
"step": 6600 |
|
}, |
|
{ |
|
"epoch": 2.65, |
|
"grad_norm": 13.188393592834473, |
|
"learning_rate": 2.9320987654320994e-06, |
|
"loss": 0.582, |
|
"step": 6625 |
|
}, |
|
{ |
|
"epoch": 2.66, |
|
"grad_norm": 10.43333625793457, |
|
"learning_rate": 2.901234567901235e-06, |
|
"loss": 0.621, |
|
"step": 6650 |
|
}, |
|
{ |
|
"epoch": 2.67, |
|
"grad_norm": 11.198952674865723, |
|
"learning_rate": 2.8703703703703706e-06, |
|
"loss": 0.593, |
|
"step": 6675 |
|
}, |
|
{ |
|
"epoch": 2.68, |
|
"grad_norm": 12.264167785644531, |
|
"learning_rate": 2.8395061728395062e-06, |
|
"loss": 0.587, |
|
"step": 6700 |
|
}, |
|
{ |
|
"epoch": 2.69, |
|
"grad_norm": 12.704331398010254, |
|
"learning_rate": 2.8086419753086423e-06, |
|
"loss": 0.6146, |
|
"step": 6725 |
|
}, |
|
{ |
|
"epoch": 2.7, |
|
"grad_norm": 10.604636192321777, |
|
"learning_rate": 2.7777777777777783e-06, |
|
"loss": 0.6201, |
|
"step": 6750 |
|
}, |
|
{ |
|
"epoch": 2.71, |
|
"grad_norm": 14.896036148071289, |
|
"learning_rate": 2.746913580246914e-06, |
|
"loss": 0.5932, |
|
"step": 6775 |
|
}, |
|
{ |
|
"epoch": 2.7199999999999998, |
|
"grad_norm": 11.566553115844727, |
|
"learning_rate": 2.7160493827160496e-06, |
|
"loss": 0.55, |
|
"step": 6800 |
|
}, |
|
{ |
|
"epoch": 2.73, |
|
"grad_norm": 12.04855728149414, |
|
"learning_rate": 2.6851851851851856e-06, |
|
"loss": 0.6556, |
|
"step": 6825 |
|
}, |
|
{ |
|
"epoch": 2.74, |
|
"grad_norm": 10.649229049682617, |
|
"learning_rate": 2.6543209876543212e-06, |
|
"loss": 0.5829, |
|
"step": 6850 |
|
}, |
|
{ |
|
"epoch": 2.75, |
|
"grad_norm": 9.8768310546875, |
|
"learning_rate": 2.623456790123457e-06, |
|
"loss": 0.5403, |
|
"step": 6875 |
|
}, |
|
{ |
|
"epoch": 2.76, |
|
"grad_norm": 11.587966918945312, |
|
"learning_rate": 2.5925925925925925e-06, |
|
"loss": 0.579, |
|
"step": 6900 |
|
}, |
|
{ |
|
"epoch": 2.77, |
|
"grad_norm": 9.96321964263916, |
|
"learning_rate": 2.561728395061729e-06, |
|
"loss": 0.61, |
|
"step": 6925 |
|
}, |
|
{ |
|
"epoch": 2.7800000000000002, |
|
"grad_norm": 11.546381950378418, |
|
"learning_rate": 2.5308641975308646e-06, |
|
"loss": 0.5558, |
|
"step": 6950 |
|
}, |
|
{ |
|
"epoch": 2.79, |
|
"grad_norm": 13.616846084594727, |
|
"learning_rate": 2.5e-06, |
|
"loss": 0.5776, |
|
"step": 6975 |
|
}, |
|
{ |
|
"epoch": 2.8, |
|
"grad_norm": 11.600656509399414, |
|
"learning_rate": 2.469135802469136e-06, |
|
"loss": 0.5584, |
|
"step": 7000 |
|
}, |
|
{ |
|
"epoch": 2.8, |
|
"eval_cer": 47.53661784287617, |
|
"eval_loss": 0.896188497543335, |
|
"eval_runtime": 1733.8859, |
|
"eval_samples_per_second": 2.27, |
|
"eval_steps_per_second": 0.284, |
|
"step": 7000 |
|
}, |
|
{ |
|
"epoch": 2.81, |
|
"grad_norm": 12.68954086303711, |
|
"learning_rate": 2.438271604938272e-06, |
|
"loss": 0.6009, |
|
"step": 7025 |
|
}, |
|
{ |
|
"epoch": 2.82, |
|
"grad_norm": 10.792320251464844, |
|
"learning_rate": 2.4074074074074075e-06, |
|
"loss": 0.5913, |
|
"step": 7050 |
|
}, |
|
{ |
|
"epoch": 2.83, |
|
"grad_norm": 10.7244291305542, |
|
"learning_rate": 2.3765432098765435e-06, |
|
"loss": 0.5993, |
|
"step": 7075 |
|
}, |
|
{ |
|
"epoch": 2.84, |
|
"grad_norm": 10.002340316772461, |
|
"learning_rate": 2.345679012345679e-06, |
|
"loss": 0.5822, |
|
"step": 7100 |
|
}, |
|
{ |
|
"epoch": 2.85, |
|
"grad_norm": 9.782127380371094, |
|
"learning_rate": 2.314814814814815e-06, |
|
"loss": 0.6265, |
|
"step": 7125 |
|
}, |
|
{ |
|
"epoch": 2.86, |
|
"grad_norm": 11.622259140014648, |
|
"learning_rate": 2.283950617283951e-06, |
|
"loss": 0.6251, |
|
"step": 7150 |
|
}, |
|
{ |
|
"epoch": 2.87, |
|
"grad_norm": 9.750394821166992, |
|
"learning_rate": 2.2530864197530865e-06, |
|
"loss": 0.5412, |
|
"step": 7175 |
|
}, |
|
{ |
|
"epoch": 2.88, |
|
"grad_norm": 11.742593765258789, |
|
"learning_rate": 2.222222222222222e-06, |
|
"loss": 0.6171, |
|
"step": 7200 |
|
}, |
|
{ |
|
"epoch": 2.89, |
|
"grad_norm": 11.124135971069336, |
|
"learning_rate": 2.191358024691358e-06, |
|
"loss": 0.555, |
|
"step": 7225 |
|
}, |
|
{ |
|
"epoch": 2.9, |
|
"grad_norm": 13.9995756149292, |
|
"learning_rate": 2.1604938271604937e-06, |
|
"loss": 0.63, |
|
"step": 7250 |
|
}, |
|
{ |
|
"epoch": 2.91, |
|
"grad_norm": 10.930980682373047, |
|
"learning_rate": 2.1296296296296298e-06, |
|
"loss": 0.565, |
|
"step": 7275 |
|
}, |
|
{ |
|
"epoch": 2.92, |
|
"grad_norm": 10.784317970275879, |
|
"learning_rate": 2.0987654320987654e-06, |
|
"loss": 0.5634, |
|
"step": 7300 |
|
}, |
|
{ |
|
"epoch": 2.93, |
|
"grad_norm": 14.178128242492676, |
|
"learning_rate": 2.0679012345679015e-06, |
|
"loss": 0.5464, |
|
"step": 7325 |
|
}, |
|
{ |
|
"epoch": 2.94, |
|
"grad_norm": 14.49055004119873, |
|
"learning_rate": 2.037037037037037e-06, |
|
"loss": 0.6182, |
|
"step": 7350 |
|
}, |
|
{ |
|
"epoch": 2.95, |
|
"grad_norm": 9.5054349899292, |
|
"learning_rate": 2.006172839506173e-06, |
|
"loss": 0.6202, |
|
"step": 7375 |
|
}, |
|
{ |
|
"epoch": 2.96, |
|
"grad_norm": 11.535719871520996, |
|
"learning_rate": 1.9753086419753087e-06, |
|
"loss": 0.5973, |
|
"step": 7400 |
|
}, |
|
{ |
|
"epoch": 2.9699999999999998, |
|
"grad_norm": 12.069352149963379, |
|
"learning_rate": 1.944444444444445e-06, |
|
"loss": 0.5828, |
|
"step": 7425 |
|
}, |
|
{ |
|
"epoch": 2.98, |
|
"grad_norm": 10.448741912841797, |
|
"learning_rate": 1.9135802469135804e-06, |
|
"loss": 0.5961, |
|
"step": 7450 |
|
}, |
|
{ |
|
"epoch": 2.99, |
|
"grad_norm": 9.852815628051758, |
|
"learning_rate": 1.8827160493827162e-06, |
|
"loss": 0.6516, |
|
"step": 7475 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"grad_norm": 15.387414932250977, |
|
"learning_rate": 1.8518518518518519e-06, |
|
"loss": 0.5692, |
|
"step": 7500 |
|
}, |
|
{ |
|
"epoch": 3.01, |
|
"grad_norm": 7.3440070152282715, |
|
"learning_rate": 1.820987654320988e-06, |
|
"loss": 0.4318, |
|
"step": 7525 |
|
}, |
|
{ |
|
"epoch": 3.02, |
|
"grad_norm": 7.697348594665527, |
|
"learning_rate": 1.7901234567901235e-06, |
|
"loss": 0.457, |
|
"step": 7550 |
|
}, |
|
{ |
|
"epoch": 3.03, |
|
"grad_norm": 11.595518112182617, |
|
"learning_rate": 1.7592592592592594e-06, |
|
"loss": 0.4364, |
|
"step": 7575 |
|
}, |
|
{ |
|
"epoch": 3.04, |
|
"grad_norm": 10.860459327697754, |
|
"learning_rate": 1.7283950617283952e-06, |
|
"loss": 0.4025, |
|
"step": 7600 |
|
}, |
|
{ |
|
"epoch": 3.05, |
|
"grad_norm": 8.72067642211914, |
|
"learning_rate": 1.697530864197531e-06, |
|
"loss": 0.4296, |
|
"step": 7625 |
|
}, |
|
{ |
|
"epoch": 3.06, |
|
"grad_norm": 9.136699676513672, |
|
"learning_rate": 1.6666666666666667e-06, |
|
"loss": 0.4182, |
|
"step": 7650 |
|
}, |
|
{ |
|
"epoch": 3.07, |
|
"grad_norm": 9.509159088134766, |
|
"learning_rate": 1.6358024691358027e-06, |
|
"loss": 0.4468, |
|
"step": 7675 |
|
}, |
|
{ |
|
"epoch": 3.08, |
|
"grad_norm": 9.242144584655762, |
|
"learning_rate": 1.6049382716049383e-06, |
|
"loss": 0.4146, |
|
"step": 7700 |
|
}, |
|
{ |
|
"epoch": 3.09, |
|
"grad_norm": 9.915699005126953, |
|
"learning_rate": 1.5740740740740742e-06, |
|
"loss": 0.4493, |
|
"step": 7725 |
|
}, |
|
{ |
|
"epoch": 3.1, |
|
"grad_norm": 9.449831008911133, |
|
"learning_rate": 1.54320987654321e-06, |
|
"loss": 0.4995, |
|
"step": 7750 |
|
}, |
|
{ |
|
"epoch": 3.11, |
|
"grad_norm": 10.038348197937012, |
|
"learning_rate": 1.5123456790123458e-06, |
|
"loss": 0.4491, |
|
"step": 7775 |
|
}, |
|
{ |
|
"epoch": 3.12, |
|
"grad_norm": 10.652295112609863, |
|
"learning_rate": 1.4814814814814815e-06, |
|
"loss": 0.4216, |
|
"step": 7800 |
|
}, |
|
{ |
|
"epoch": 3.13, |
|
"grad_norm": 13.189153671264648, |
|
"learning_rate": 1.4506172839506175e-06, |
|
"loss": 0.4502, |
|
"step": 7825 |
|
}, |
|
{ |
|
"epoch": 3.14, |
|
"grad_norm": 9.493179321289062, |
|
"learning_rate": 1.4197530864197531e-06, |
|
"loss": 0.4084, |
|
"step": 7850 |
|
}, |
|
{ |
|
"epoch": 3.15, |
|
"grad_norm": 8.161423683166504, |
|
"learning_rate": 1.3888888888888892e-06, |
|
"loss": 0.441, |
|
"step": 7875 |
|
}, |
|
{ |
|
"epoch": 3.16, |
|
"grad_norm": 8.957440376281738, |
|
"learning_rate": 1.3580246913580248e-06, |
|
"loss": 0.3998, |
|
"step": 7900 |
|
}, |
|
{ |
|
"epoch": 3.17, |
|
"grad_norm": 10.819154739379883, |
|
"learning_rate": 1.3271604938271606e-06, |
|
"loss": 0.3827, |
|
"step": 7925 |
|
}, |
|
{ |
|
"epoch": 3.18, |
|
"grad_norm": 8.5838041305542, |
|
"learning_rate": 1.2962962962962962e-06, |
|
"loss": 0.4418, |
|
"step": 7950 |
|
}, |
|
{ |
|
"epoch": 3.19, |
|
"grad_norm": 9.781057357788086, |
|
"learning_rate": 1.2654320987654323e-06, |
|
"loss": 0.4375, |
|
"step": 7975 |
|
}, |
|
{ |
|
"epoch": 3.2, |
|
"grad_norm": 9.840452194213867, |
|
"learning_rate": 1.234567901234568e-06, |
|
"loss": 0.3952, |
|
"step": 8000 |
|
}, |
|
{ |
|
"epoch": 3.2, |
|
"eval_cer": 48.29247278138952, |
|
"eval_loss": 0.9025322794914246, |
|
"eval_runtime": 1733.8061, |
|
"eval_samples_per_second": 2.27, |
|
"eval_steps_per_second": 0.284, |
|
"step": 8000 |
|
}, |
|
{ |
|
"epoch": 3.21, |
|
"grad_norm": 11.635475158691406, |
|
"learning_rate": 1.2037037037037037e-06, |
|
"loss": 0.3935, |
|
"step": 8025 |
|
}, |
|
{ |
|
"epoch": 3.22, |
|
"grad_norm": 9.14508056640625, |
|
"learning_rate": 1.1728395061728396e-06, |
|
"loss": 0.3949, |
|
"step": 8050 |
|
}, |
|
{ |
|
"epoch": 3.23, |
|
"grad_norm": 7.534052848815918, |
|
"learning_rate": 1.1419753086419754e-06, |
|
"loss": 0.462, |
|
"step": 8075 |
|
}, |
|
{ |
|
"epoch": 3.24, |
|
"grad_norm": 10.633529663085938, |
|
"learning_rate": 1.111111111111111e-06, |
|
"loss": 0.4319, |
|
"step": 8100 |
|
}, |
|
{ |
|
"epoch": 3.25, |
|
"grad_norm": 11.600831031799316, |
|
"learning_rate": 1.0802469135802469e-06, |
|
"loss": 0.4527, |
|
"step": 8125 |
|
}, |
|
{ |
|
"epoch": 3.26, |
|
"grad_norm": 12.2794771194458, |
|
"learning_rate": 1.0493827160493827e-06, |
|
"loss": 0.4392, |
|
"step": 8150 |
|
}, |
|
{ |
|
"epoch": 3.27, |
|
"grad_norm": 10.185335159301758, |
|
"learning_rate": 1.0185185185185185e-06, |
|
"loss": 0.4585, |
|
"step": 8175 |
|
}, |
|
{ |
|
"epoch": 3.2800000000000002, |
|
"grad_norm": 11.049323081970215, |
|
"learning_rate": 9.876543209876544e-07, |
|
"loss": 0.4333, |
|
"step": 8200 |
|
}, |
|
{ |
|
"epoch": 3.29, |
|
"grad_norm": 9.09365177154541, |
|
"learning_rate": 9.567901234567902e-07, |
|
"loss": 0.445, |
|
"step": 8225 |
|
}, |
|
{ |
|
"epoch": 3.3, |
|
"grad_norm": 10.265097618103027, |
|
"learning_rate": 9.259259259259259e-07, |
|
"loss": 0.4384, |
|
"step": 8250 |
|
}, |
|
{ |
|
"epoch": 3.31, |
|
"grad_norm": 11.15007495880127, |
|
"learning_rate": 8.950617283950618e-07, |
|
"loss": 0.4714, |
|
"step": 8275 |
|
}, |
|
{ |
|
"epoch": 3.32, |
|
"grad_norm": 10.374354362487793, |
|
"learning_rate": 8.641975308641976e-07, |
|
"loss": 0.4482, |
|
"step": 8300 |
|
}, |
|
{ |
|
"epoch": 3.33, |
|
"grad_norm": 9.22261905670166, |
|
"learning_rate": 8.333333333333333e-07, |
|
"loss": 0.4367, |
|
"step": 8325 |
|
}, |
|
{ |
|
"epoch": 3.34, |
|
"grad_norm": 7.564458847045898, |
|
"learning_rate": 8.024691358024692e-07, |
|
"loss": 0.4144, |
|
"step": 8350 |
|
}, |
|
{ |
|
"epoch": 3.35, |
|
"grad_norm": 10.494316101074219, |
|
"learning_rate": 7.71604938271605e-07, |
|
"loss": 0.4123, |
|
"step": 8375 |
|
}, |
|
{ |
|
"epoch": 3.36, |
|
"grad_norm": 8.803318977355957, |
|
"learning_rate": 7.407407407407407e-07, |
|
"loss": 0.4231, |
|
"step": 8400 |
|
}, |
|
{ |
|
"epoch": 3.37, |
|
"grad_norm": 9.848652839660645, |
|
"learning_rate": 7.098765432098766e-07, |
|
"loss": 0.4498, |
|
"step": 8425 |
|
}, |
|
{ |
|
"epoch": 3.38, |
|
"grad_norm": 10.841163635253906, |
|
"learning_rate": 6.790123456790124e-07, |
|
"loss": 0.4634, |
|
"step": 8450 |
|
}, |
|
{ |
|
"epoch": 3.39, |
|
"grad_norm": 8.382885932922363, |
|
"learning_rate": 6.481481481481481e-07, |
|
"loss": 0.4402, |
|
"step": 8475 |
|
}, |
|
{ |
|
"epoch": 3.4, |
|
"grad_norm": 11.07520866394043, |
|
"learning_rate": 6.17283950617284e-07, |
|
"loss": 0.3839, |
|
"step": 8500 |
|
}, |
|
{ |
|
"epoch": 3.41, |
|
"grad_norm": 9.271187782287598, |
|
"learning_rate": 5.864197530864198e-07, |
|
"loss": 0.4475, |
|
"step": 8525 |
|
}, |
|
{ |
|
"epoch": 3.42, |
|
"grad_norm": 8.09450912475586, |
|
"learning_rate": 5.555555555555555e-07, |
|
"loss": 0.3911, |
|
"step": 8550 |
|
}, |
|
{ |
|
"epoch": 3.43, |
|
"grad_norm": 9.9707612991333, |
|
"learning_rate": 5.246913580246914e-07, |
|
"loss": 0.4077, |
|
"step": 8575 |
|
}, |
|
{ |
|
"epoch": 3.44, |
|
"grad_norm": 9.983931541442871, |
|
"learning_rate": 4.938271604938272e-07, |
|
"loss": 0.4045, |
|
"step": 8600 |
|
}, |
|
{ |
|
"epoch": 3.45, |
|
"grad_norm": 10.254908561706543, |
|
"learning_rate": 4.6296296296296297e-07, |
|
"loss": 0.4406, |
|
"step": 8625 |
|
}, |
|
{ |
|
"epoch": 3.46, |
|
"grad_norm": 12.151867866516113, |
|
"learning_rate": 4.320987654320988e-07, |
|
"loss": 0.4247, |
|
"step": 8650 |
|
}, |
|
{ |
|
"epoch": 3.4699999999999998, |
|
"grad_norm": 10.943432807922363, |
|
"learning_rate": 4.012345679012346e-07, |
|
"loss": 0.3905, |
|
"step": 8675 |
|
}, |
|
{ |
|
"epoch": 3.48, |
|
"grad_norm": 9.766261100769043, |
|
"learning_rate": 3.7037037037037036e-07, |
|
"loss": 0.4148, |
|
"step": 8700 |
|
}, |
|
{ |
|
"epoch": 3.49, |
|
"grad_norm": 10.133684158325195, |
|
"learning_rate": 3.395061728395062e-07, |
|
"loss": 0.3992, |
|
"step": 8725 |
|
}, |
|
{ |
|
"epoch": 3.5, |
|
"grad_norm": 9.618481636047363, |
|
"learning_rate": 3.08641975308642e-07, |
|
"loss": 0.4629, |
|
"step": 8750 |
|
}, |
|
{ |
|
"epoch": 3.51, |
|
"grad_norm": 8.487075805664062, |
|
"learning_rate": 2.7777777777777776e-07, |
|
"loss": 0.4331, |
|
"step": 8775 |
|
}, |
|
{ |
|
"epoch": 3.52, |
|
"grad_norm": 12.730545043945312, |
|
"learning_rate": 2.469135802469136e-07, |
|
"loss": 0.4387, |
|
"step": 8800 |
|
}, |
|
{ |
|
"epoch": 3.5300000000000002, |
|
"grad_norm": 11.143440246582031, |
|
"learning_rate": 2.160493827160494e-07, |
|
"loss": 0.4487, |
|
"step": 8825 |
|
}, |
|
{ |
|
"epoch": 3.54, |
|
"grad_norm": 10.672728538513184, |
|
"learning_rate": 1.8518518518518518e-07, |
|
"loss": 0.4346, |
|
"step": 8850 |
|
}, |
|
{ |
|
"epoch": 3.55, |
|
"grad_norm": 13.340011596679688, |
|
"learning_rate": 1.54320987654321e-07, |
|
"loss": 0.4646, |
|
"step": 8875 |
|
}, |
|
{ |
|
"epoch": 3.56, |
|
"grad_norm": 13.566219329833984, |
|
"learning_rate": 1.234567901234568e-07, |
|
"loss": 0.5128, |
|
"step": 8900 |
|
}, |
|
{ |
|
"epoch": 3.57, |
|
"grad_norm": 9.667753219604492, |
|
"learning_rate": 9.259259259259259e-08, |
|
"loss": 0.4815, |
|
"step": 8925 |
|
}, |
|
{ |
|
"epoch": 3.58, |
|
"grad_norm": 11.755305290222168, |
|
"learning_rate": 6.17283950617284e-08, |
|
"loss": 0.458, |
|
"step": 8950 |
|
}, |
|
{ |
|
"epoch": 3.59, |
|
"grad_norm": 8.772011756896973, |
|
"learning_rate": 3.08641975308642e-08, |
|
"loss": 0.4237, |
|
"step": 8975 |
|
}, |
|
{ |
|
"epoch": 3.6, |
|
"grad_norm": 9.530144691467285, |
|
"learning_rate": 0.0, |
|
"loss": 0.4248, |
|
"step": 9000 |
|
}, |
|
{ |
|
"epoch": 3.6, |
|
"eval_cer": 50.3994673768309, |
|
"eval_loss": 0.9010892510414124, |
|
"eval_runtime": 1750.8735, |
|
"eval_samples_per_second": 2.248, |
|
"eval_steps_per_second": 0.281, |
|
"step": 9000 |
|
} |
|
], |
|
"logging_steps": 25, |
|
"max_steps": 9000, |
|
"num_input_tokens_seen": 0, |
|
"num_train_epochs": 4, |
|
"save_steps": 1000, |
|
"total_flos": 4.155629764608e+19, |
|
"train_batch_size": 8, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|