|
{ |
|
"best_metric": 71.37643973087012, |
|
"best_model_checkpoint": "./whisper-small-finetune_levantine/checkpoint-4000", |
|
"epoch": 3.5087719298245617, |
|
"eval_steps": 1000, |
|
"global_step": 5000, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.02, |
|
"grad_norm": 24.49530792236328, |
|
"learning_rate": 5.000000000000001e-07, |
|
"loss": 1.6584, |
|
"step": 25 |
|
}, |
|
{ |
|
"epoch": 0.04, |
|
"grad_norm": 26.777080535888672, |
|
"learning_rate": 1.0000000000000002e-06, |
|
"loss": 1.5114, |
|
"step": 50 |
|
}, |
|
{ |
|
"epoch": 0.05, |
|
"grad_norm": 20.427642822265625, |
|
"learning_rate": 1.5e-06, |
|
"loss": 1.4767, |
|
"step": 75 |
|
}, |
|
{ |
|
"epoch": 0.07, |
|
"grad_norm": 21.08566665649414, |
|
"learning_rate": 2.0000000000000003e-06, |
|
"loss": 1.411, |
|
"step": 100 |
|
}, |
|
{ |
|
"epoch": 0.09, |
|
"grad_norm": 19.165359497070312, |
|
"learning_rate": 2.5e-06, |
|
"loss": 1.415, |
|
"step": 125 |
|
}, |
|
{ |
|
"epoch": 0.11, |
|
"grad_norm": 21.769067764282227, |
|
"learning_rate": 3e-06, |
|
"loss": 1.2559, |
|
"step": 150 |
|
}, |
|
{ |
|
"epoch": 0.12, |
|
"grad_norm": 24.020814895629883, |
|
"learning_rate": 3.5e-06, |
|
"loss": 1.3334, |
|
"step": 175 |
|
}, |
|
{ |
|
"epoch": 0.14, |
|
"grad_norm": 18.758386611938477, |
|
"learning_rate": 4.000000000000001e-06, |
|
"loss": 1.1788, |
|
"step": 200 |
|
}, |
|
{ |
|
"epoch": 0.16, |
|
"grad_norm": 24.74569320678711, |
|
"learning_rate": 4.5e-06, |
|
"loss": 1.3336, |
|
"step": 225 |
|
}, |
|
{ |
|
"epoch": 0.18, |
|
"grad_norm": 20.71479034423828, |
|
"learning_rate": 5e-06, |
|
"loss": 1.266, |
|
"step": 250 |
|
}, |
|
{ |
|
"epoch": 0.19, |
|
"grad_norm": 22.093847274780273, |
|
"learning_rate": 5.500000000000001e-06, |
|
"loss": 1.2522, |
|
"step": 275 |
|
}, |
|
{ |
|
"epoch": 0.21, |
|
"grad_norm": 20.75282859802246, |
|
"learning_rate": 6e-06, |
|
"loss": 1.364, |
|
"step": 300 |
|
}, |
|
{ |
|
"epoch": 0.23, |
|
"grad_norm": 19.298858642578125, |
|
"learning_rate": 6.5000000000000004e-06, |
|
"loss": 1.1445, |
|
"step": 325 |
|
}, |
|
{ |
|
"epoch": 0.25, |
|
"grad_norm": 19.872005462646484, |
|
"learning_rate": 7e-06, |
|
"loss": 1.2237, |
|
"step": 350 |
|
}, |
|
{ |
|
"epoch": 0.26, |
|
"grad_norm": 24.68609619140625, |
|
"learning_rate": 7.500000000000001e-06, |
|
"loss": 1.1531, |
|
"step": 375 |
|
}, |
|
{ |
|
"epoch": 0.28, |
|
"grad_norm": 19.604598999023438, |
|
"learning_rate": 8.000000000000001e-06, |
|
"loss": 1.265, |
|
"step": 400 |
|
}, |
|
{ |
|
"epoch": 0.3, |
|
"grad_norm": 20.639904022216797, |
|
"learning_rate": 8.5e-06, |
|
"loss": 1.2187, |
|
"step": 425 |
|
}, |
|
{ |
|
"epoch": 0.32, |
|
"grad_norm": 20.088167190551758, |
|
"learning_rate": 9e-06, |
|
"loss": 1.2555, |
|
"step": 450 |
|
}, |
|
{ |
|
"epoch": 0.33, |
|
"grad_norm": 18.40792465209961, |
|
"learning_rate": 9.5e-06, |
|
"loss": 1.2229, |
|
"step": 475 |
|
}, |
|
{ |
|
"epoch": 0.35, |
|
"grad_norm": 18.657146453857422, |
|
"learning_rate": 1e-05, |
|
"loss": 1.2368, |
|
"step": 500 |
|
}, |
|
{ |
|
"epoch": 0.37, |
|
"grad_norm": 18.283592224121094, |
|
"learning_rate": 9.944444444444445e-06, |
|
"loss": 1.2768, |
|
"step": 525 |
|
}, |
|
{ |
|
"epoch": 0.39, |
|
"grad_norm": 20.509708404541016, |
|
"learning_rate": 9.88888888888889e-06, |
|
"loss": 1.2746, |
|
"step": 550 |
|
}, |
|
{ |
|
"epoch": 0.4, |
|
"grad_norm": 29.214723587036133, |
|
"learning_rate": 9.833333333333333e-06, |
|
"loss": 1.2714, |
|
"step": 575 |
|
}, |
|
{ |
|
"epoch": 0.42, |
|
"grad_norm": 22.353967666625977, |
|
"learning_rate": 9.777777777777779e-06, |
|
"loss": 1.2722, |
|
"step": 600 |
|
}, |
|
{ |
|
"epoch": 0.44, |
|
"grad_norm": 18.456220626831055, |
|
"learning_rate": 9.722222222222223e-06, |
|
"loss": 1.1404, |
|
"step": 625 |
|
}, |
|
{ |
|
"epoch": 0.46, |
|
"grad_norm": 13.63076114654541, |
|
"learning_rate": 9.666666666666667e-06, |
|
"loss": 1.1851, |
|
"step": 650 |
|
}, |
|
{ |
|
"epoch": 0.47, |
|
"grad_norm": 18.397729873657227, |
|
"learning_rate": 9.611111111111112e-06, |
|
"loss": 1.2517, |
|
"step": 675 |
|
}, |
|
{ |
|
"epoch": 0.49, |
|
"grad_norm": 21.700220108032227, |
|
"learning_rate": 9.555555555555556e-06, |
|
"loss": 1.1377, |
|
"step": 700 |
|
}, |
|
{ |
|
"epoch": 0.51, |
|
"grad_norm": 21.407974243164062, |
|
"learning_rate": 9.5e-06, |
|
"loss": 1.167, |
|
"step": 725 |
|
}, |
|
{ |
|
"epoch": 0.53, |
|
"grad_norm": 23.072011947631836, |
|
"learning_rate": 9.444444444444445e-06, |
|
"loss": 1.1425, |
|
"step": 750 |
|
}, |
|
{ |
|
"epoch": 0.54, |
|
"grad_norm": 18.679073333740234, |
|
"learning_rate": 9.38888888888889e-06, |
|
"loss": 1.3557, |
|
"step": 775 |
|
}, |
|
{ |
|
"epoch": 0.56, |
|
"grad_norm": 17.260936737060547, |
|
"learning_rate": 9.333333333333334e-06, |
|
"loss": 1.1378, |
|
"step": 800 |
|
}, |
|
{ |
|
"epoch": 0.58, |
|
"grad_norm": 21.285743713378906, |
|
"learning_rate": 9.277777777777778e-06, |
|
"loss": 1.1549, |
|
"step": 825 |
|
}, |
|
{ |
|
"epoch": 0.6, |
|
"grad_norm": 15.386796951293945, |
|
"learning_rate": 9.222222222222224e-06, |
|
"loss": 1.1067, |
|
"step": 850 |
|
}, |
|
{ |
|
"epoch": 0.61, |
|
"grad_norm": 16.645769119262695, |
|
"learning_rate": 9.166666666666666e-06, |
|
"loss": 1.0842, |
|
"step": 875 |
|
}, |
|
{ |
|
"epoch": 0.63, |
|
"grad_norm": 20.210805892944336, |
|
"learning_rate": 9.111111111111112e-06, |
|
"loss": 1.2224, |
|
"step": 900 |
|
}, |
|
{ |
|
"epoch": 0.65, |
|
"grad_norm": 16.632762908935547, |
|
"learning_rate": 9.055555555555556e-06, |
|
"loss": 1.1574, |
|
"step": 925 |
|
}, |
|
{ |
|
"epoch": 0.67, |
|
"grad_norm": 18.083099365234375, |
|
"learning_rate": 9e-06, |
|
"loss": 1.0843, |
|
"step": 950 |
|
}, |
|
{ |
|
"epoch": 0.68, |
|
"grad_norm": 17.896181106567383, |
|
"learning_rate": 8.944444444444446e-06, |
|
"loss": 1.1495, |
|
"step": 975 |
|
}, |
|
{ |
|
"epoch": 0.7, |
|
"grad_norm": 17.45163917541504, |
|
"learning_rate": 8.888888888888888e-06, |
|
"loss": 1.1664, |
|
"step": 1000 |
|
}, |
|
{ |
|
"epoch": 0.7, |
|
"eval_cer": 49.3922912710928, |
|
"eval_loss": 1.1463403701782227, |
|
"eval_runtime": 691.8556, |
|
"eval_samples_per_second": 4.119, |
|
"eval_steps_per_second": 0.516, |
|
"eval_wer": 74.55810240620367, |
|
"step": 1000 |
|
}, |
|
{ |
|
"epoch": 0.72, |
|
"grad_norm": 15.581072807312012, |
|
"learning_rate": 8.833333333333334e-06, |
|
"loss": 1.103, |
|
"step": 1025 |
|
}, |
|
{ |
|
"epoch": 0.74, |
|
"grad_norm": 24.887859344482422, |
|
"learning_rate": 8.777777777777778e-06, |
|
"loss": 1.1038, |
|
"step": 1050 |
|
}, |
|
{ |
|
"epoch": 0.75, |
|
"grad_norm": 18.880041122436523, |
|
"learning_rate": 8.722222222222224e-06, |
|
"loss": 1.1027, |
|
"step": 1075 |
|
}, |
|
{ |
|
"epoch": 0.77, |
|
"grad_norm": 15.563136100769043, |
|
"learning_rate": 8.666666666666668e-06, |
|
"loss": 1.1111, |
|
"step": 1100 |
|
}, |
|
{ |
|
"epoch": 0.79, |
|
"grad_norm": 15.4989595413208, |
|
"learning_rate": 8.611111111111112e-06, |
|
"loss": 1.1109, |
|
"step": 1125 |
|
}, |
|
{ |
|
"epoch": 0.81, |
|
"grad_norm": 12.751100540161133, |
|
"learning_rate": 8.555555555555556e-06, |
|
"loss": 1.1971, |
|
"step": 1150 |
|
}, |
|
{ |
|
"epoch": 0.82, |
|
"grad_norm": 14.376218795776367, |
|
"learning_rate": 8.5e-06, |
|
"loss": 1.1702, |
|
"step": 1175 |
|
}, |
|
{ |
|
"epoch": 0.84, |
|
"grad_norm": 23.62881851196289, |
|
"learning_rate": 8.444444444444446e-06, |
|
"loss": 1.162, |
|
"step": 1200 |
|
}, |
|
{ |
|
"epoch": 0.86, |
|
"grad_norm": 18.038660049438477, |
|
"learning_rate": 8.38888888888889e-06, |
|
"loss": 1.1106, |
|
"step": 1225 |
|
}, |
|
{ |
|
"epoch": 0.88, |
|
"grad_norm": 18.63202667236328, |
|
"learning_rate": 8.333333333333334e-06, |
|
"loss": 1.0821, |
|
"step": 1250 |
|
}, |
|
{ |
|
"epoch": 0.89, |
|
"grad_norm": 21.305559158325195, |
|
"learning_rate": 8.277777777777778e-06, |
|
"loss": 1.1619, |
|
"step": 1275 |
|
}, |
|
{ |
|
"epoch": 0.91, |
|
"grad_norm": 23.507896423339844, |
|
"learning_rate": 8.222222222222222e-06, |
|
"loss": 1.1462, |
|
"step": 1300 |
|
}, |
|
{ |
|
"epoch": 0.93, |
|
"grad_norm": 24.86905288696289, |
|
"learning_rate": 8.166666666666668e-06, |
|
"loss": 1.2142, |
|
"step": 1325 |
|
}, |
|
{ |
|
"epoch": 0.95, |
|
"grad_norm": 19.211929321289062, |
|
"learning_rate": 8.111111111111112e-06, |
|
"loss": 1.153, |
|
"step": 1350 |
|
}, |
|
{ |
|
"epoch": 0.96, |
|
"grad_norm": 16.071701049804688, |
|
"learning_rate": 8.055555555555557e-06, |
|
"loss": 1.1604, |
|
"step": 1375 |
|
}, |
|
{ |
|
"epoch": 0.98, |
|
"grad_norm": 20.383394241333008, |
|
"learning_rate": 8.000000000000001e-06, |
|
"loss": 1.2233, |
|
"step": 1400 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"grad_norm": 25.448518753051758, |
|
"learning_rate": 7.944444444444445e-06, |
|
"loss": 1.0069, |
|
"step": 1425 |
|
}, |
|
{ |
|
"epoch": 1.02, |
|
"grad_norm": 11.47100830078125, |
|
"learning_rate": 7.88888888888889e-06, |
|
"loss": 0.8217, |
|
"step": 1450 |
|
}, |
|
{ |
|
"epoch": 1.04, |
|
"grad_norm": 12.604474067687988, |
|
"learning_rate": 7.833333333333333e-06, |
|
"loss": 0.8894, |
|
"step": 1475 |
|
}, |
|
{ |
|
"epoch": 1.05, |
|
"grad_norm": 11.27602481842041, |
|
"learning_rate": 7.77777777777778e-06, |
|
"loss": 0.8474, |
|
"step": 1500 |
|
}, |
|
{ |
|
"epoch": 1.07, |
|
"grad_norm": 17.379961013793945, |
|
"learning_rate": 7.722222222222223e-06, |
|
"loss": 0.8747, |
|
"step": 1525 |
|
}, |
|
{ |
|
"epoch": 1.09, |
|
"grad_norm": 15.369179725646973, |
|
"learning_rate": 7.666666666666667e-06, |
|
"loss": 0.826, |
|
"step": 1550 |
|
}, |
|
{ |
|
"epoch": 1.11, |
|
"grad_norm": 14.735352516174316, |
|
"learning_rate": 7.611111111111111e-06, |
|
"loss": 0.8508, |
|
"step": 1575 |
|
}, |
|
{ |
|
"epoch": 1.12, |
|
"grad_norm": 17.533004760742188, |
|
"learning_rate": 7.555555555555556e-06, |
|
"loss": 0.8139, |
|
"step": 1600 |
|
}, |
|
{ |
|
"epoch": 1.14, |
|
"grad_norm": 18.504226684570312, |
|
"learning_rate": 7.500000000000001e-06, |
|
"loss": 0.7383, |
|
"step": 1625 |
|
}, |
|
{ |
|
"epoch": 1.16, |
|
"grad_norm": 14.30873966217041, |
|
"learning_rate": 7.444444444444445e-06, |
|
"loss": 0.8406, |
|
"step": 1650 |
|
}, |
|
{ |
|
"epoch": 1.18, |
|
"grad_norm": 16.69165802001953, |
|
"learning_rate": 7.38888888888889e-06, |
|
"loss": 0.8421, |
|
"step": 1675 |
|
}, |
|
{ |
|
"epoch": 1.19, |
|
"grad_norm": 19.381628036499023, |
|
"learning_rate": 7.333333333333333e-06, |
|
"loss": 0.8858, |
|
"step": 1700 |
|
}, |
|
{ |
|
"epoch": 1.21, |
|
"grad_norm": 13.489551544189453, |
|
"learning_rate": 7.277777777777778e-06, |
|
"loss": 0.9216, |
|
"step": 1725 |
|
}, |
|
{ |
|
"epoch": 1.23, |
|
"grad_norm": 12.954667091369629, |
|
"learning_rate": 7.222222222222223e-06, |
|
"loss": 0.8289, |
|
"step": 1750 |
|
}, |
|
{ |
|
"epoch": 1.25, |
|
"grad_norm": 16.877836227416992, |
|
"learning_rate": 7.166666666666667e-06, |
|
"loss": 0.9608, |
|
"step": 1775 |
|
}, |
|
{ |
|
"epoch": 1.26, |
|
"grad_norm": 22.067745208740234, |
|
"learning_rate": 7.111111111111112e-06, |
|
"loss": 0.8079, |
|
"step": 1800 |
|
}, |
|
{ |
|
"epoch": 1.28, |
|
"grad_norm": 14.56628131866455, |
|
"learning_rate": 7.055555555555557e-06, |
|
"loss": 0.8918, |
|
"step": 1825 |
|
}, |
|
{ |
|
"epoch": 1.3, |
|
"grad_norm": 18.21314811706543, |
|
"learning_rate": 7e-06, |
|
"loss": 0.8302, |
|
"step": 1850 |
|
}, |
|
{ |
|
"epoch": 1.32, |
|
"grad_norm": 18.223928451538086, |
|
"learning_rate": 6.944444444444445e-06, |
|
"loss": 0.8743, |
|
"step": 1875 |
|
}, |
|
{ |
|
"epoch": 1.33, |
|
"grad_norm": 9.887601852416992, |
|
"learning_rate": 6.88888888888889e-06, |
|
"loss": 0.8838, |
|
"step": 1900 |
|
}, |
|
{ |
|
"epoch": 1.35, |
|
"grad_norm": 22.714948654174805, |
|
"learning_rate": 6.833333333333334e-06, |
|
"loss": 0.8611, |
|
"step": 1925 |
|
}, |
|
{ |
|
"epoch": 1.37, |
|
"grad_norm": 17.669092178344727, |
|
"learning_rate": 6.777777777777779e-06, |
|
"loss": 0.8815, |
|
"step": 1950 |
|
}, |
|
{ |
|
"epoch": 1.39, |
|
"grad_norm": 17.025781631469727, |
|
"learning_rate": 6.7222222222222235e-06, |
|
"loss": 0.8293, |
|
"step": 1975 |
|
}, |
|
{ |
|
"epoch": 1.4, |
|
"grad_norm": 15.673608779907227, |
|
"learning_rate": 6.666666666666667e-06, |
|
"loss": 0.8629, |
|
"step": 2000 |
|
}, |
|
{ |
|
"epoch": 1.4, |
|
"eval_cer": 52.48608116371126, |
|
"eval_loss": 1.1019113063812256, |
|
"eval_runtime": 711.271, |
|
"eval_samples_per_second": 4.007, |
|
"eval_steps_per_second": 0.502, |
|
"eval_wer": 77.20948796898163, |
|
"step": 2000 |
|
}, |
|
{ |
|
"epoch": 1.42, |
|
"grad_norm": 18.508005142211914, |
|
"learning_rate": 6.6111111111111115e-06, |
|
"loss": 0.8398, |
|
"step": 2025 |
|
}, |
|
{ |
|
"epoch": 1.44, |
|
"grad_norm": 18.747060775756836, |
|
"learning_rate": 6.555555555555556e-06, |
|
"loss": 0.9232, |
|
"step": 2050 |
|
}, |
|
{ |
|
"epoch": 1.46, |
|
"grad_norm": 20.83848762512207, |
|
"learning_rate": 6.5000000000000004e-06, |
|
"loss": 0.8977, |
|
"step": 2075 |
|
}, |
|
{ |
|
"epoch": 1.47, |
|
"grad_norm": 19.12614631652832, |
|
"learning_rate": 6.444444444444445e-06, |
|
"loss": 0.84, |
|
"step": 2100 |
|
}, |
|
{ |
|
"epoch": 1.49, |
|
"grad_norm": 15.908050537109375, |
|
"learning_rate": 6.3888888888888885e-06, |
|
"loss": 0.9378, |
|
"step": 2125 |
|
}, |
|
{ |
|
"epoch": 1.51, |
|
"grad_norm": 12.05090045928955, |
|
"learning_rate": 6.333333333333333e-06, |
|
"loss": 0.7247, |
|
"step": 2150 |
|
}, |
|
{ |
|
"epoch": 1.53, |
|
"grad_norm": 16.157573699951172, |
|
"learning_rate": 6.277777777777778e-06, |
|
"loss": 0.8945, |
|
"step": 2175 |
|
}, |
|
{ |
|
"epoch": 1.54, |
|
"grad_norm": 20.49693489074707, |
|
"learning_rate": 6.222222222222223e-06, |
|
"loss": 0.8605, |
|
"step": 2200 |
|
}, |
|
{ |
|
"epoch": 1.56, |
|
"grad_norm": 15.67389965057373, |
|
"learning_rate": 6.166666666666667e-06, |
|
"loss": 0.8405, |
|
"step": 2225 |
|
}, |
|
{ |
|
"epoch": 1.58, |
|
"grad_norm": 14.528761863708496, |
|
"learning_rate": 6.111111111111112e-06, |
|
"loss": 0.8315, |
|
"step": 2250 |
|
}, |
|
{ |
|
"epoch": 1.6, |
|
"grad_norm": 21.247663497924805, |
|
"learning_rate": 6.055555555555555e-06, |
|
"loss": 0.8511, |
|
"step": 2275 |
|
}, |
|
{ |
|
"epoch": 1.61, |
|
"grad_norm": 19.025577545166016, |
|
"learning_rate": 6e-06, |
|
"loss": 0.8066, |
|
"step": 2300 |
|
}, |
|
{ |
|
"epoch": 1.63, |
|
"grad_norm": 20.215118408203125, |
|
"learning_rate": 5.944444444444445e-06, |
|
"loss": 0.8249, |
|
"step": 2325 |
|
}, |
|
{ |
|
"epoch": 1.65, |
|
"grad_norm": 14.20770263671875, |
|
"learning_rate": 5.88888888888889e-06, |
|
"loss": 0.8892, |
|
"step": 2350 |
|
}, |
|
{ |
|
"epoch": 1.67, |
|
"grad_norm": 12.155647277832031, |
|
"learning_rate": 5.833333333333334e-06, |
|
"loss": 0.8731, |
|
"step": 2375 |
|
}, |
|
{ |
|
"epoch": 1.68, |
|
"grad_norm": 16.259695053100586, |
|
"learning_rate": 5.777777777777778e-06, |
|
"loss": 0.7707, |
|
"step": 2400 |
|
}, |
|
{ |
|
"epoch": 1.7, |
|
"grad_norm": 18.88398551940918, |
|
"learning_rate": 5.722222222222222e-06, |
|
"loss": 0.8606, |
|
"step": 2425 |
|
}, |
|
{ |
|
"epoch": 1.72, |
|
"grad_norm": 14.643707275390625, |
|
"learning_rate": 5.666666666666667e-06, |
|
"loss": 0.8134, |
|
"step": 2450 |
|
}, |
|
{ |
|
"epoch": 1.74, |
|
"grad_norm": 14.3607177734375, |
|
"learning_rate": 5.611111111111112e-06, |
|
"loss": 0.8725, |
|
"step": 2475 |
|
}, |
|
{ |
|
"epoch": 1.75, |
|
"grad_norm": 23.07048225402832, |
|
"learning_rate": 5.555555555555557e-06, |
|
"loss": 0.9089, |
|
"step": 2500 |
|
}, |
|
{ |
|
"epoch": 1.77, |
|
"grad_norm": 13.498936653137207, |
|
"learning_rate": 5.500000000000001e-06, |
|
"loss": 0.882, |
|
"step": 2525 |
|
}, |
|
{ |
|
"epoch": 1.79, |
|
"grad_norm": 16.4595947265625, |
|
"learning_rate": 5.444444444444445e-06, |
|
"loss": 0.8559, |
|
"step": 2550 |
|
}, |
|
{ |
|
"epoch": 1.81, |
|
"grad_norm": 14.928861618041992, |
|
"learning_rate": 5.388888888888889e-06, |
|
"loss": 0.7985, |
|
"step": 2575 |
|
}, |
|
{ |
|
"epoch": 1.82, |
|
"grad_norm": 12.721780776977539, |
|
"learning_rate": 5.333333333333334e-06, |
|
"loss": 0.8446, |
|
"step": 2600 |
|
}, |
|
{ |
|
"epoch": 1.84, |
|
"grad_norm": 15.892865180969238, |
|
"learning_rate": 5.2777777777777785e-06, |
|
"loss": 0.8533, |
|
"step": 2625 |
|
}, |
|
{ |
|
"epoch": 1.86, |
|
"grad_norm": 15.438478469848633, |
|
"learning_rate": 5.2222222222222226e-06, |
|
"loss": 0.8228, |
|
"step": 2650 |
|
}, |
|
{ |
|
"epoch": 1.88, |
|
"grad_norm": 15.4628324508667, |
|
"learning_rate": 5.1666666666666675e-06, |
|
"loss": 0.8099, |
|
"step": 2675 |
|
}, |
|
{ |
|
"epoch": 1.89, |
|
"grad_norm": 22.47260856628418, |
|
"learning_rate": 5.1111111111111115e-06, |
|
"loss": 0.7983, |
|
"step": 2700 |
|
}, |
|
{ |
|
"epoch": 1.91, |
|
"grad_norm": 14.621177673339844, |
|
"learning_rate": 5.0555555555555555e-06, |
|
"loss": 0.7938, |
|
"step": 2725 |
|
}, |
|
{ |
|
"epoch": 1.93, |
|
"grad_norm": 17.526037216186523, |
|
"learning_rate": 5e-06, |
|
"loss": 0.7927, |
|
"step": 2750 |
|
}, |
|
{ |
|
"epoch": 1.95, |
|
"grad_norm": 18.350086212158203, |
|
"learning_rate": 4.944444444444445e-06, |
|
"loss": 0.7404, |
|
"step": 2775 |
|
}, |
|
{ |
|
"epoch": 1.96, |
|
"grad_norm": 13.313730239868164, |
|
"learning_rate": 4.888888888888889e-06, |
|
"loss": 0.8781, |
|
"step": 2800 |
|
}, |
|
{ |
|
"epoch": 1.98, |
|
"grad_norm": 13.593079566955566, |
|
"learning_rate": 4.833333333333333e-06, |
|
"loss": 0.7972, |
|
"step": 2825 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"grad_norm": 21.296812057495117, |
|
"learning_rate": 4.777777777777778e-06, |
|
"loss": 0.7721, |
|
"step": 2850 |
|
}, |
|
{ |
|
"epoch": 2.02, |
|
"grad_norm": 15.535265922546387, |
|
"learning_rate": 4.722222222222222e-06, |
|
"loss": 0.6832, |
|
"step": 2875 |
|
}, |
|
{ |
|
"epoch": 2.04, |
|
"grad_norm": 14.036383628845215, |
|
"learning_rate": 4.666666666666667e-06, |
|
"loss": 0.6262, |
|
"step": 2900 |
|
}, |
|
{ |
|
"epoch": 2.05, |
|
"grad_norm": 12.284743309020996, |
|
"learning_rate": 4.611111111111112e-06, |
|
"loss": 0.5659, |
|
"step": 2925 |
|
}, |
|
{ |
|
"epoch": 2.07, |
|
"grad_norm": 13.954039573669434, |
|
"learning_rate": 4.555555555555556e-06, |
|
"loss": 0.5496, |
|
"step": 2950 |
|
}, |
|
{ |
|
"epoch": 2.09, |
|
"grad_norm": 16.266000747680664, |
|
"learning_rate": 4.5e-06, |
|
"loss": 0.5937, |
|
"step": 2975 |
|
}, |
|
{ |
|
"epoch": 2.11, |
|
"grad_norm": 17.434391021728516, |
|
"learning_rate": 4.444444444444444e-06, |
|
"loss": 0.5846, |
|
"step": 3000 |
|
}, |
|
{ |
|
"epoch": 2.11, |
|
"eval_cer": 47.78639547731686, |
|
"eval_loss": 1.1020084619522095, |
|
"eval_runtime": 697.2267, |
|
"eval_samples_per_second": 4.088, |
|
"eval_steps_per_second": 0.512, |
|
"eval_wer": 72.4027825293648, |
|
"step": 3000 |
|
}, |
|
{ |
|
"epoch": 2.12, |
|
"grad_norm": 17.443408966064453, |
|
"learning_rate": 4.388888888888889e-06, |
|
"loss": 0.5241, |
|
"step": 3025 |
|
}, |
|
{ |
|
"epoch": 2.14, |
|
"grad_norm": 10.447083473205566, |
|
"learning_rate": 4.333333333333334e-06, |
|
"loss": 0.5926, |
|
"step": 3050 |
|
}, |
|
{ |
|
"epoch": 2.16, |
|
"grad_norm": 19.269094467163086, |
|
"learning_rate": 4.277777777777778e-06, |
|
"loss": 0.5737, |
|
"step": 3075 |
|
}, |
|
{ |
|
"epoch": 2.18, |
|
"grad_norm": 16.834049224853516, |
|
"learning_rate": 4.222222222222223e-06, |
|
"loss": 0.5023, |
|
"step": 3100 |
|
}, |
|
{ |
|
"epoch": 2.19, |
|
"grad_norm": 18.942148208618164, |
|
"learning_rate": 4.166666666666667e-06, |
|
"loss": 0.6057, |
|
"step": 3125 |
|
}, |
|
{ |
|
"epoch": 2.21, |
|
"grad_norm": 13.578940391540527, |
|
"learning_rate": 4.111111111111111e-06, |
|
"loss": 0.6517, |
|
"step": 3150 |
|
}, |
|
{ |
|
"epoch": 2.23, |
|
"grad_norm": 13.73069953918457, |
|
"learning_rate": 4.055555555555556e-06, |
|
"loss": 0.6041, |
|
"step": 3175 |
|
}, |
|
{ |
|
"epoch": 2.25, |
|
"grad_norm": 14.027520179748535, |
|
"learning_rate": 4.000000000000001e-06, |
|
"loss": 0.5526, |
|
"step": 3200 |
|
}, |
|
{ |
|
"epoch": 2.26, |
|
"grad_norm": 8.801058769226074, |
|
"learning_rate": 3.944444444444445e-06, |
|
"loss": 0.5499, |
|
"step": 3225 |
|
}, |
|
{ |
|
"epoch": 2.28, |
|
"grad_norm": 15.136823654174805, |
|
"learning_rate": 3.88888888888889e-06, |
|
"loss": 0.639, |
|
"step": 3250 |
|
}, |
|
{ |
|
"epoch": 2.3, |
|
"grad_norm": 12.88554859161377, |
|
"learning_rate": 3.833333333333334e-06, |
|
"loss": 0.5577, |
|
"step": 3275 |
|
}, |
|
{ |
|
"epoch": 2.32, |
|
"grad_norm": 14.318121910095215, |
|
"learning_rate": 3.777777777777778e-06, |
|
"loss": 0.6627, |
|
"step": 3300 |
|
}, |
|
{ |
|
"epoch": 2.33, |
|
"grad_norm": 13.512727737426758, |
|
"learning_rate": 3.7222222222222225e-06, |
|
"loss": 0.6483, |
|
"step": 3325 |
|
}, |
|
{ |
|
"epoch": 2.35, |
|
"grad_norm": 17.256370544433594, |
|
"learning_rate": 3.6666666666666666e-06, |
|
"loss": 0.5252, |
|
"step": 3350 |
|
}, |
|
{ |
|
"epoch": 2.37, |
|
"grad_norm": 15.82744026184082, |
|
"learning_rate": 3.6111111111111115e-06, |
|
"loss": 0.5955, |
|
"step": 3375 |
|
}, |
|
{ |
|
"epoch": 2.39, |
|
"grad_norm": 15.740201950073242, |
|
"learning_rate": 3.555555555555556e-06, |
|
"loss": 0.594, |
|
"step": 3400 |
|
}, |
|
{ |
|
"epoch": 2.4, |
|
"grad_norm": 11.461688041687012, |
|
"learning_rate": 3.5e-06, |
|
"loss": 0.5577, |
|
"step": 3425 |
|
}, |
|
{ |
|
"epoch": 2.42, |
|
"grad_norm": 11.742351531982422, |
|
"learning_rate": 3.444444444444445e-06, |
|
"loss": 0.5899, |
|
"step": 3450 |
|
}, |
|
{ |
|
"epoch": 2.44, |
|
"grad_norm": 12.598740577697754, |
|
"learning_rate": 3.3888888888888893e-06, |
|
"loss": 0.6051, |
|
"step": 3475 |
|
}, |
|
{ |
|
"epoch": 2.46, |
|
"grad_norm": 13.464423179626465, |
|
"learning_rate": 3.3333333333333333e-06, |
|
"loss": 0.5789, |
|
"step": 3500 |
|
}, |
|
{ |
|
"epoch": 2.47, |
|
"grad_norm": 18.55891990661621, |
|
"learning_rate": 3.277777777777778e-06, |
|
"loss": 0.627, |
|
"step": 3525 |
|
}, |
|
{ |
|
"epoch": 2.49, |
|
"grad_norm": 15.414612770080566, |
|
"learning_rate": 3.2222222222222227e-06, |
|
"loss": 0.5117, |
|
"step": 3550 |
|
}, |
|
{ |
|
"epoch": 2.51, |
|
"grad_norm": 12.111812591552734, |
|
"learning_rate": 3.1666666666666667e-06, |
|
"loss": 0.5448, |
|
"step": 3575 |
|
}, |
|
{ |
|
"epoch": 2.53, |
|
"grad_norm": 13.01075267791748, |
|
"learning_rate": 3.1111111111111116e-06, |
|
"loss": 0.5588, |
|
"step": 3600 |
|
}, |
|
{ |
|
"epoch": 2.54, |
|
"grad_norm": 10.141874313354492, |
|
"learning_rate": 3.055555555555556e-06, |
|
"loss": 0.6379, |
|
"step": 3625 |
|
}, |
|
{ |
|
"epoch": 2.56, |
|
"grad_norm": 16.219833374023438, |
|
"learning_rate": 3e-06, |
|
"loss": 0.5916, |
|
"step": 3650 |
|
}, |
|
{ |
|
"epoch": 2.58, |
|
"grad_norm": 15.017302513122559, |
|
"learning_rate": 2.944444444444445e-06, |
|
"loss": 0.5663, |
|
"step": 3675 |
|
}, |
|
{ |
|
"epoch": 2.6, |
|
"grad_norm": 13.934078216552734, |
|
"learning_rate": 2.888888888888889e-06, |
|
"loss": 0.5667, |
|
"step": 3700 |
|
}, |
|
{ |
|
"epoch": 2.61, |
|
"grad_norm": 21.70482635498047, |
|
"learning_rate": 2.8333333333333335e-06, |
|
"loss": 0.5694, |
|
"step": 3725 |
|
}, |
|
{ |
|
"epoch": 2.63, |
|
"grad_norm": 13.521171569824219, |
|
"learning_rate": 2.7777777777777783e-06, |
|
"loss": 0.5453, |
|
"step": 3750 |
|
}, |
|
{ |
|
"epoch": 2.65, |
|
"grad_norm": 14.25871753692627, |
|
"learning_rate": 2.7222222222222224e-06, |
|
"loss": 0.568, |
|
"step": 3775 |
|
}, |
|
{ |
|
"epoch": 2.67, |
|
"grad_norm": 15.246468544006348, |
|
"learning_rate": 2.666666666666667e-06, |
|
"loss": 0.6255, |
|
"step": 3800 |
|
}, |
|
{ |
|
"epoch": 2.68, |
|
"grad_norm": 12.953627586364746, |
|
"learning_rate": 2.6111111111111113e-06, |
|
"loss": 0.597, |
|
"step": 3825 |
|
}, |
|
{ |
|
"epoch": 2.7, |
|
"grad_norm": 13.217804908752441, |
|
"learning_rate": 2.5555555555555557e-06, |
|
"loss": 0.5954, |
|
"step": 3850 |
|
}, |
|
{ |
|
"epoch": 2.72, |
|
"grad_norm": 9.510717391967773, |
|
"learning_rate": 2.5e-06, |
|
"loss": 0.5497, |
|
"step": 3875 |
|
}, |
|
{ |
|
"epoch": 2.74, |
|
"grad_norm": 14.46406078338623, |
|
"learning_rate": 2.4444444444444447e-06, |
|
"loss": 0.6277, |
|
"step": 3900 |
|
}, |
|
{ |
|
"epoch": 2.75, |
|
"grad_norm": 9.987096786499023, |
|
"learning_rate": 2.388888888888889e-06, |
|
"loss": 0.6343, |
|
"step": 3925 |
|
}, |
|
{ |
|
"epoch": 2.77, |
|
"grad_norm": 20.157745361328125, |
|
"learning_rate": 2.3333333333333336e-06, |
|
"loss": 0.5747, |
|
"step": 3950 |
|
}, |
|
{ |
|
"epoch": 2.79, |
|
"grad_norm": 13.586224555969238, |
|
"learning_rate": 2.277777777777778e-06, |
|
"loss": 0.5702, |
|
"step": 3975 |
|
}, |
|
{ |
|
"epoch": 2.81, |
|
"grad_norm": 12.312579154968262, |
|
"learning_rate": 2.222222222222222e-06, |
|
"loss": 0.5732, |
|
"step": 4000 |
|
}, |
|
{ |
|
"epoch": 2.81, |
|
"eval_cer": 44.95220931355196, |
|
"eval_loss": 1.0969101190567017, |
|
"eval_runtime": 680.5084, |
|
"eval_samples_per_second": 4.188, |
|
"eval_steps_per_second": 0.525, |
|
"eval_wer": 71.37643973087012, |
|
"step": 4000 |
|
}, |
|
{ |
|
"epoch": 2.82, |
|
"grad_norm": 13.381065368652344, |
|
"learning_rate": 2.166666666666667e-06, |
|
"loss": 0.6482, |
|
"step": 4025 |
|
}, |
|
{ |
|
"epoch": 2.84, |
|
"grad_norm": 14.35582447052002, |
|
"learning_rate": 2.1111111111111114e-06, |
|
"loss": 0.562, |
|
"step": 4050 |
|
}, |
|
{ |
|
"epoch": 2.86, |
|
"grad_norm": 13.286849975585938, |
|
"learning_rate": 2.0555555555555555e-06, |
|
"loss": 0.5772, |
|
"step": 4075 |
|
}, |
|
{ |
|
"epoch": 2.88, |
|
"grad_norm": 15.850845336914062, |
|
"learning_rate": 2.0000000000000003e-06, |
|
"loss": 0.5406, |
|
"step": 4100 |
|
}, |
|
{ |
|
"epoch": 2.89, |
|
"grad_norm": 14.659579277038574, |
|
"learning_rate": 1.944444444444445e-06, |
|
"loss": 0.5307, |
|
"step": 4125 |
|
}, |
|
{ |
|
"epoch": 2.91, |
|
"grad_norm": 14.19031810760498, |
|
"learning_rate": 1.888888888888889e-06, |
|
"loss": 0.5941, |
|
"step": 4150 |
|
}, |
|
{ |
|
"epoch": 2.93, |
|
"grad_norm": 15.247186660766602, |
|
"learning_rate": 1.8333333333333333e-06, |
|
"loss": 0.5901, |
|
"step": 4175 |
|
}, |
|
{ |
|
"epoch": 2.95, |
|
"grad_norm": 20.510732650756836, |
|
"learning_rate": 1.777777777777778e-06, |
|
"loss": 0.5564, |
|
"step": 4200 |
|
}, |
|
{ |
|
"epoch": 2.96, |
|
"grad_norm": 17.80103874206543, |
|
"learning_rate": 1.7222222222222224e-06, |
|
"loss": 0.595, |
|
"step": 4225 |
|
}, |
|
{ |
|
"epoch": 2.98, |
|
"grad_norm": 17.83429718017578, |
|
"learning_rate": 1.6666666666666667e-06, |
|
"loss": 0.6067, |
|
"step": 4250 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"grad_norm": 25.276424407958984, |
|
"learning_rate": 1.6111111111111113e-06, |
|
"loss": 0.5515, |
|
"step": 4275 |
|
}, |
|
{ |
|
"epoch": 3.02, |
|
"grad_norm": 10.023052215576172, |
|
"learning_rate": 1.5555555555555558e-06, |
|
"loss": 0.4601, |
|
"step": 4300 |
|
}, |
|
{ |
|
"epoch": 3.04, |
|
"grad_norm": 13.198165893554688, |
|
"learning_rate": 1.5e-06, |
|
"loss": 0.4379, |
|
"step": 4325 |
|
}, |
|
{ |
|
"epoch": 3.05, |
|
"grad_norm": 10.112595558166504, |
|
"learning_rate": 1.4444444444444445e-06, |
|
"loss": 0.4504, |
|
"step": 4350 |
|
}, |
|
{ |
|
"epoch": 3.07, |
|
"grad_norm": 11.835315704345703, |
|
"learning_rate": 1.3888888888888892e-06, |
|
"loss": 0.4759, |
|
"step": 4375 |
|
}, |
|
{ |
|
"epoch": 3.09, |
|
"grad_norm": 9.861777305603027, |
|
"learning_rate": 1.3333333333333334e-06, |
|
"loss": 0.3991, |
|
"step": 4400 |
|
}, |
|
{ |
|
"epoch": 3.11, |
|
"grad_norm": 10.269206047058105, |
|
"learning_rate": 1.2777777777777779e-06, |
|
"loss": 0.4102, |
|
"step": 4425 |
|
}, |
|
{ |
|
"epoch": 3.12, |
|
"grad_norm": 10.480530738830566, |
|
"learning_rate": 1.2222222222222223e-06, |
|
"loss": 0.4027, |
|
"step": 4450 |
|
}, |
|
{ |
|
"epoch": 3.14, |
|
"grad_norm": 8.999235153198242, |
|
"learning_rate": 1.1666666666666668e-06, |
|
"loss": 0.4232, |
|
"step": 4475 |
|
}, |
|
{ |
|
"epoch": 3.16, |
|
"grad_norm": 11.057938575744629, |
|
"learning_rate": 1.111111111111111e-06, |
|
"loss": 0.3943, |
|
"step": 4500 |
|
}, |
|
{ |
|
"epoch": 3.18, |
|
"grad_norm": 11.833608627319336, |
|
"learning_rate": 1.0555555555555557e-06, |
|
"loss": 0.3893, |
|
"step": 4525 |
|
}, |
|
{ |
|
"epoch": 3.19, |
|
"grad_norm": 12.620944023132324, |
|
"learning_rate": 1.0000000000000002e-06, |
|
"loss": 0.435, |
|
"step": 4550 |
|
}, |
|
{ |
|
"epoch": 3.21, |
|
"grad_norm": 11.93198299407959, |
|
"learning_rate": 9.444444444444445e-07, |
|
"loss": 0.4328, |
|
"step": 4575 |
|
}, |
|
{ |
|
"epoch": 3.23, |
|
"grad_norm": 8.604935646057129, |
|
"learning_rate": 8.88888888888889e-07, |
|
"loss": 0.427, |
|
"step": 4600 |
|
}, |
|
{ |
|
"epoch": 3.25, |
|
"grad_norm": 11.086129188537598, |
|
"learning_rate": 8.333333333333333e-07, |
|
"loss": 0.4351, |
|
"step": 4625 |
|
}, |
|
{ |
|
"epoch": 3.26, |
|
"grad_norm": 17.6994571685791, |
|
"learning_rate": 7.777777777777779e-07, |
|
"loss": 0.4108, |
|
"step": 4650 |
|
}, |
|
{ |
|
"epoch": 3.28, |
|
"grad_norm": 9.501194953918457, |
|
"learning_rate": 7.222222222222222e-07, |
|
"loss": 0.4369, |
|
"step": 4675 |
|
}, |
|
{ |
|
"epoch": 3.3, |
|
"grad_norm": 12.139167785644531, |
|
"learning_rate": 6.666666666666667e-07, |
|
"loss": 0.4041, |
|
"step": 4700 |
|
}, |
|
{ |
|
"epoch": 3.32, |
|
"grad_norm": 8.777289390563965, |
|
"learning_rate": 6.111111111111112e-07, |
|
"loss": 0.4543, |
|
"step": 4725 |
|
}, |
|
{ |
|
"epoch": 3.33, |
|
"grad_norm": 8.665961265563965, |
|
"learning_rate": 5.555555555555555e-07, |
|
"loss": 0.4471, |
|
"step": 4750 |
|
}, |
|
{ |
|
"epoch": 3.35, |
|
"grad_norm": 15.121393203735352, |
|
"learning_rate": 5.000000000000001e-07, |
|
"loss": 0.5016, |
|
"step": 4775 |
|
}, |
|
{ |
|
"epoch": 3.37, |
|
"grad_norm": 14.372379302978516, |
|
"learning_rate": 4.444444444444445e-07, |
|
"loss": 0.4648, |
|
"step": 4800 |
|
}, |
|
{ |
|
"epoch": 3.39, |
|
"grad_norm": 9.729578018188477, |
|
"learning_rate": 3.8888888888888895e-07, |
|
"loss": 0.4787, |
|
"step": 4825 |
|
}, |
|
{ |
|
"epoch": 3.4, |
|
"grad_norm": 8.461750030517578, |
|
"learning_rate": 3.3333333333333335e-07, |
|
"loss": 0.3607, |
|
"step": 4850 |
|
}, |
|
{ |
|
"epoch": 3.42, |
|
"grad_norm": 13.118003845214844, |
|
"learning_rate": 2.7777777777777776e-07, |
|
"loss": 0.4459, |
|
"step": 4875 |
|
}, |
|
{ |
|
"epoch": 3.44, |
|
"grad_norm": 11.437525749206543, |
|
"learning_rate": 2.2222222222222224e-07, |
|
"loss": 0.4861, |
|
"step": 4900 |
|
}, |
|
{ |
|
"epoch": 3.46, |
|
"grad_norm": 13.136241912841797, |
|
"learning_rate": 1.6666666666666668e-07, |
|
"loss": 0.482, |
|
"step": 4925 |
|
}, |
|
{ |
|
"epoch": 3.47, |
|
"grad_norm": 12.513566017150879, |
|
"learning_rate": 1.1111111111111112e-07, |
|
"loss": 0.4167, |
|
"step": 4950 |
|
}, |
|
{ |
|
"epoch": 3.49, |
|
"grad_norm": 10.880446434020996, |
|
"learning_rate": 5.555555555555556e-08, |
|
"loss": 0.3889, |
|
"step": 4975 |
|
}, |
|
{ |
|
"epoch": 3.51, |
|
"grad_norm": 10.85265827178955, |
|
"learning_rate": 0.0, |
|
"loss": 0.3676, |
|
"step": 5000 |
|
}, |
|
{ |
|
"epoch": 3.51, |
|
"eval_cer": 46.004569883821965, |
|
"eval_loss": 1.1264092922210693, |
|
"eval_runtime": 688.5775, |
|
"eval_samples_per_second": 4.139, |
|
"eval_steps_per_second": 0.518, |
|
"eval_wer": 72.96727106853689, |
|
"step": 5000 |
|
} |
|
], |
|
"logging_steps": 25, |
|
"max_steps": 5000, |
|
"num_input_tokens_seen": 0, |
|
"num_train_epochs": 4, |
|
"save_steps": 1000, |
|
"total_flos": 1.154081874419712e+19, |
|
"train_batch_size": 8, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|