|
{ |
|
"best_metric": 0.3796495497226715, |
|
"best_model_checkpoint": "/scratch/skscla001/speech/results/whisper-medium-nyagen-female-model/checkpoint-800", |
|
"epoch": 8.284023668639053, |
|
"eval_steps": 200, |
|
"global_step": 1400, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.14792899408284024, |
|
"grad_norm": 51.66197204589844, |
|
"learning_rate": 4.2000000000000006e-07, |
|
"loss": 5.8232, |
|
"step": 25 |
|
}, |
|
{ |
|
"epoch": 0.2958579881656805, |
|
"grad_norm": 44.10362243652344, |
|
"learning_rate": 9.200000000000001e-07, |
|
"loss": 4.7067, |
|
"step": 50 |
|
}, |
|
{ |
|
"epoch": 0.4437869822485207, |
|
"grad_norm": 28.569969177246094, |
|
"learning_rate": 1.42e-06, |
|
"loss": 3.4308, |
|
"step": 75 |
|
}, |
|
{ |
|
"epoch": 0.591715976331361, |
|
"grad_norm": 30.82530975341797, |
|
"learning_rate": 1.9200000000000003e-06, |
|
"loss": 2.6134, |
|
"step": 100 |
|
}, |
|
{ |
|
"epoch": 0.7396449704142012, |
|
"grad_norm": 25.239219665527344, |
|
"learning_rate": 2.42e-06, |
|
"loss": 1.9457, |
|
"step": 125 |
|
}, |
|
{ |
|
"epoch": 0.8875739644970414, |
|
"grad_norm": 22.162986755371094, |
|
"learning_rate": 2.92e-06, |
|
"loss": 1.6779, |
|
"step": 150 |
|
}, |
|
{ |
|
"epoch": 1.0355029585798816, |
|
"grad_norm": 20.636507034301758, |
|
"learning_rate": 3.4200000000000007e-06, |
|
"loss": 1.4326, |
|
"step": 175 |
|
}, |
|
{ |
|
"epoch": 1.183431952662722, |
|
"grad_norm": 26.6777400970459, |
|
"learning_rate": 3.920000000000001e-06, |
|
"loss": 1.1709, |
|
"step": 200 |
|
}, |
|
{ |
|
"epoch": 1.183431952662722, |
|
"eval_loss": 0.6064821481704712, |
|
"eval_runtime": 82.6612, |
|
"eval_samples_per_second": 2.044, |
|
"eval_steps_per_second": 0.52, |
|
"eval_wer": 0.39973142345568485, |
|
"step": 200 |
|
}, |
|
{ |
|
"epoch": 1.331360946745562, |
|
"grad_norm": 25.014854431152344, |
|
"learning_rate": 4.42e-06, |
|
"loss": 1.0305, |
|
"step": 225 |
|
}, |
|
{ |
|
"epoch": 1.4792899408284024, |
|
"grad_norm": 17.5407772064209, |
|
"learning_rate": 4.92e-06, |
|
"loss": 0.9408, |
|
"step": 250 |
|
}, |
|
{ |
|
"epoch": 1.6272189349112427, |
|
"grad_norm": 21.393421173095703, |
|
"learning_rate": 5.420000000000001e-06, |
|
"loss": 0.9531, |
|
"step": 275 |
|
}, |
|
{ |
|
"epoch": 1.7751479289940828, |
|
"grad_norm": 17.972383499145508, |
|
"learning_rate": 5.92e-06, |
|
"loss": 0.8432, |
|
"step": 300 |
|
}, |
|
{ |
|
"epoch": 1.9230769230769231, |
|
"grad_norm": 14.931800842285156, |
|
"learning_rate": 6.42e-06, |
|
"loss": 0.8653, |
|
"step": 325 |
|
}, |
|
{ |
|
"epoch": 2.0710059171597632, |
|
"grad_norm": 15.048805236816406, |
|
"learning_rate": 6.92e-06, |
|
"loss": 0.6679, |
|
"step": 350 |
|
}, |
|
{ |
|
"epoch": 2.2189349112426036, |
|
"grad_norm": 13.169198036193848, |
|
"learning_rate": 7.420000000000001e-06, |
|
"loss": 0.4734, |
|
"step": 375 |
|
}, |
|
{ |
|
"epoch": 2.366863905325444, |
|
"grad_norm": 9.416093826293945, |
|
"learning_rate": 7.92e-06, |
|
"loss": 0.4797, |
|
"step": 400 |
|
}, |
|
{ |
|
"epoch": 2.366863905325444, |
|
"eval_loss": 0.4227275848388672, |
|
"eval_runtime": 88.219, |
|
"eval_samples_per_second": 1.916, |
|
"eval_steps_per_second": 0.487, |
|
"eval_wer": 0.39077887197851385, |
|
"step": 400 |
|
}, |
|
{ |
|
"epoch": 2.5147928994082838, |
|
"grad_norm": 17.11431884765625, |
|
"learning_rate": 8.42e-06, |
|
"loss": 0.5092, |
|
"step": 425 |
|
}, |
|
{ |
|
"epoch": 2.662721893491124, |
|
"grad_norm": 12.54430103302002, |
|
"learning_rate": 8.920000000000001e-06, |
|
"loss": 0.4516, |
|
"step": 450 |
|
}, |
|
{ |
|
"epoch": 2.8106508875739644, |
|
"grad_norm": 12.5538911819458, |
|
"learning_rate": 9.42e-06, |
|
"loss": 0.4576, |
|
"step": 475 |
|
}, |
|
{ |
|
"epoch": 2.9585798816568047, |
|
"grad_norm": 13.34439754486084, |
|
"learning_rate": 9.920000000000002e-06, |
|
"loss": 0.4957, |
|
"step": 500 |
|
}, |
|
{ |
|
"epoch": 3.106508875739645, |
|
"grad_norm": 8.777567863464355, |
|
"learning_rate": 9.953333333333333e-06, |
|
"loss": 0.3319, |
|
"step": 525 |
|
}, |
|
{ |
|
"epoch": 3.2544378698224854, |
|
"grad_norm": 2.8179187774658203, |
|
"learning_rate": 9.89777777777778e-06, |
|
"loss": 0.2229, |
|
"step": 550 |
|
}, |
|
{ |
|
"epoch": 3.4023668639053253, |
|
"grad_norm": 6.126067161560059, |
|
"learning_rate": 9.842222222222223e-06, |
|
"loss": 0.2144, |
|
"step": 575 |
|
}, |
|
{ |
|
"epoch": 3.5502958579881656, |
|
"grad_norm": 8.303226470947266, |
|
"learning_rate": 9.786666666666667e-06, |
|
"loss": 0.2388, |
|
"step": 600 |
|
}, |
|
{ |
|
"epoch": 3.5502958579881656, |
|
"eval_loss": 0.39361897110939026, |
|
"eval_runtime": 81.4549, |
|
"eval_samples_per_second": 2.075, |
|
"eval_steps_per_second": 0.528, |
|
"eval_wer": 0.29319606087735006, |
|
"step": 600 |
|
}, |
|
{ |
|
"epoch": 3.698224852071006, |
|
"grad_norm": 14.067414283752441, |
|
"learning_rate": 9.731111111111113e-06, |
|
"loss": 0.2556, |
|
"step": 625 |
|
}, |
|
{ |
|
"epoch": 3.8461538461538463, |
|
"grad_norm": 10.964970588684082, |
|
"learning_rate": 9.675555555555555e-06, |
|
"loss": 0.2364, |
|
"step": 650 |
|
}, |
|
{ |
|
"epoch": 3.994082840236686, |
|
"grad_norm": 12.65548324584961, |
|
"learning_rate": 9.620000000000001e-06, |
|
"loss": 0.3048, |
|
"step": 675 |
|
}, |
|
{ |
|
"epoch": 4.1420118343195265, |
|
"grad_norm": 13.840071678161621, |
|
"learning_rate": 9.564444444444445e-06, |
|
"loss": 0.1798, |
|
"step": 700 |
|
}, |
|
{ |
|
"epoch": 4.289940828402367, |
|
"grad_norm": 5.432651042938232, |
|
"learning_rate": 9.508888888888889e-06, |
|
"loss": 0.1384, |
|
"step": 725 |
|
}, |
|
{ |
|
"epoch": 4.437869822485207, |
|
"grad_norm": 4.243218898773193, |
|
"learning_rate": 9.453333333333335e-06, |
|
"loss": 0.1131, |
|
"step": 750 |
|
}, |
|
{ |
|
"epoch": 4.585798816568047, |
|
"grad_norm": 8.833934783935547, |
|
"learning_rate": 9.397777777777779e-06, |
|
"loss": 0.1031, |
|
"step": 775 |
|
}, |
|
{ |
|
"epoch": 4.733727810650888, |
|
"grad_norm": 10.180987358093262, |
|
"learning_rate": 9.342222222222223e-06, |
|
"loss": 0.1376, |
|
"step": 800 |
|
}, |
|
{ |
|
"epoch": 4.733727810650888, |
|
"eval_loss": 0.3796495497226715, |
|
"eval_runtime": 80.6054, |
|
"eval_samples_per_second": 2.097, |
|
"eval_steps_per_second": 0.533, |
|
"eval_wer": 0.25738585496866606, |
|
"step": 800 |
|
}, |
|
{ |
|
"epoch": 4.881656804733728, |
|
"grad_norm": 7.904026985168457, |
|
"learning_rate": 9.286666666666667e-06, |
|
"loss": 0.1003, |
|
"step": 825 |
|
}, |
|
{ |
|
"epoch": 5.029585798816568, |
|
"grad_norm": 3.1111233234405518, |
|
"learning_rate": 9.231111111111111e-06, |
|
"loss": 0.1213, |
|
"step": 850 |
|
}, |
|
{ |
|
"epoch": 5.177514792899408, |
|
"grad_norm": 4.056166648864746, |
|
"learning_rate": 9.175555555555557e-06, |
|
"loss": 0.073, |
|
"step": 875 |
|
}, |
|
{ |
|
"epoch": 5.325443786982248, |
|
"grad_norm": 3.2874598503112793, |
|
"learning_rate": 9.12e-06, |
|
"loss": 0.0756, |
|
"step": 900 |
|
}, |
|
{ |
|
"epoch": 5.4733727810650885, |
|
"grad_norm": 6.1852641105651855, |
|
"learning_rate": 9.064444444444447e-06, |
|
"loss": 0.0681, |
|
"step": 925 |
|
}, |
|
{ |
|
"epoch": 5.621301775147929, |
|
"grad_norm": 8.725586891174316, |
|
"learning_rate": 9.008888888888889e-06, |
|
"loss": 0.08, |
|
"step": 950 |
|
}, |
|
{ |
|
"epoch": 5.769230769230769, |
|
"grad_norm": 6.852264881134033, |
|
"learning_rate": 8.953333333333335e-06, |
|
"loss": 0.0522, |
|
"step": 975 |
|
}, |
|
{ |
|
"epoch": 5.9171597633136095, |
|
"grad_norm": 5.19258975982666, |
|
"learning_rate": 8.897777777777779e-06, |
|
"loss": 0.0765, |
|
"step": 1000 |
|
}, |
|
{ |
|
"epoch": 5.9171597633136095, |
|
"eval_loss": 0.4010450541973114, |
|
"eval_runtime": 83.2846, |
|
"eval_samples_per_second": 2.029, |
|
"eval_steps_per_second": 0.516, |
|
"eval_wer": 0.28424350940017906, |
|
"step": 1000 |
|
}, |
|
{ |
|
"epoch": 6.06508875739645, |
|
"grad_norm": 9.290264129638672, |
|
"learning_rate": 8.842222222222223e-06, |
|
"loss": 0.056, |
|
"step": 1025 |
|
}, |
|
{ |
|
"epoch": 6.21301775147929, |
|
"grad_norm": 5.741577625274658, |
|
"learning_rate": 8.786666666666668e-06, |
|
"loss": 0.042, |
|
"step": 1050 |
|
}, |
|
{ |
|
"epoch": 6.3609467455621305, |
|
"grad_norm": 2.9526829719543457, |
|
"learning_rate": 8.73111111111111e-06, |
|
"loss": 0.0346, |
|
"step": 1075 |
|
}, |
|
{ |
|
"epoch": 6.508875739644971, |
|
"grad_norm": 4.198945999145508, |
|
"learning_rate": 8.675555555555556e-06, |
|
"loss": 0.049, |
|
"step": 1100 |
|
}, |
|
{ |
|
"epoch": 6.65680473372781, |
|
"grad_norm": 4.736867427825928, |
|
"learning_rate": 8.62e-06, |
|
"loss": 0.053, |
|
"step": 1125 |
|
}, |
|
{ |
|
"epoch": 6.804733727810651, |
|
"grad_norm": 4.120213985443115, |
|
"learning_rate": 8.564444444444445e-06, |
|
"loss": 0.054, |
|
"step": 1150 |
|
}, |
|
{ |
|
"epoch": 6.952662721893491, |
|
"grad_norm": 4.600209712982178, |
|
"learning_rate": 8.50888888888889e-06, |
|
"loss": 0.0383, |
|
"step": 1175 |
|
}, |
|
{ |
|
"epoch": 7.100591715976331, |
|
"grad_norm": 2.9512381553649902, |
|
"learning_rate": 8.453333333333334e-06, |
|
"loss": 0.0344, |
|
"step": 1200 |
|
}, |
|
{ |
|
"epoch": 7.100591715976331, |
|
"eval_loss": 0.4033794701099396, |
|
"eval_runtime": 80.3421, |
|
"eval_samples_per_second": 2.104, |
|
"eval_steps_per_second": 0.535, |
|
"eval_wer": 0.23813786929274844, |
|
"step": 1200 |
|
}, |
|
{ |
|
"epoch": 7.2485207100591715, |
|
"grad_norm": 2.454542636871338, |
|
"learning_rate": 8.397777777777778e-06, |
|
"loss": 0.0303, |
|
"step": 1225 |
|
}, |
|
{ |
|
"epoch": 7.396449704142012, |
|
"grad_norm": 3.2096927165985107, |
|
"learning_rate": 8.342222222222222e-06, |
|
"loss": 0.0315, |
|
"step": 1250 |
|
}, |
|
{ |
|
"epoch": 7.544378698224852, |
|
"grad_norm": 5.889292240142822, |
|
"learning_rate": 8.286666666666668e-06, |
|
"loss": 0.0183, |
|
"step": 1275 |
|
}, |
|
{ |
|
"epoch": 7.6923076923076925, |
|
"grad_norm": 4.196884632110596, |
|
"learning_rate": 8.231111111111112e-06, |
|
"loss": 0.0363, |
|
"step": 1300 |
|
}, |
|
{ |
|
"epoch": 7.840236686390533, |
|
"grad_norm": 5.16650390625, |
|
"learning_rate": 8.175555555555556e-06, |
|
"loss": 0.0376, |
|
"step": 1325 |
|
}, |
|
{ |
|
"epoch": 7.988165680473373, |
|
"grad_norm": 2.2055373191833496, |
|
"learning_rate": 8.120000000000002e-06, |
|
"loss": 0.025, |
|
"step": 1350 |
|
}, |
|
{ |
|
"epoch": 8.136094674556213, |
|
"grad_norm": 1.7722326517105103, |
|
"learning_rate": 8.064444444444444e-06, |
|
"loss": 0.0166, |
|
"step": 1375 |
|
}, |
|
{ |
|
"epoch": 8.284023668639053, |
|
"grad_norm": 2.3344950675964355, |
|
"learning_rate": 8.00888888888889e-06, |
|
"loss": 0.0207, |
|
"step": 1400 |
|
}, |
|
{ |
|
"epoch": 8.284023668639053, |
|
"eval_loss": 0.4384337067604065, |
|
"eval_runtime": 79.5932, |
|
"eval_samples_per_second": 2.123, |
|
"eval_steps_per_second": 0.54, |
|
"eval_wer": 0.2314234556848702, |
|
"step": 1400 |
|
}, |
|
{ |
|
"epoch": 8.284023668639053, |
|
"step": 1400, |
|
"total_flos": 1.140628044644352e+19, |
|
"train_loss": 0.6191167198973042, |
|
"train_runtime": 2923.212, |
|
"train_samples_per_second": 13.684, |
|
"train_steps_per_second": 1.71 |
|
} |
|
], |
|
"logging_steps": 25, |
|
"max_steps": 5000, |
|
"num_input_tokens_seen": 0, |
|
"num_train_epochs": 30, |
|
"save_steps": 200, |
|
"stateful_callbacks": { |
|
"EarlyStoppingCallback": { |
|
"args": { |
|
"early_stopping_patience": 3, |
|
"early_stopping_threshold": 0.0 |
|
}, |
|
"attributes": { |
|
"early_stopping_patience_counter": 3 |
|
} |
|
}, |
|
"TrainerControl": { |
|
"args": { |
|
"should_epoch_stop": false, |
|
"should_evaluate": false, |
|
"should_log": false, |
|
"should_save": true, |
|
"should_training_stop": true |
|
}, |
|
"attributes": {} |
|
} |
|
}, |
|
"total_flos": 1.140628044644352e+19, |
|
"train_batch_size": 4, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|