|
{ |
|
"best_metric": null, |
|
"best_model_checkpoint": null, |
|
"epoch": 50.0, |
|
"global_step": 46900, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 1.07, |
|
"learning_rate": 1.74475e-05, |
|
"loss": 7.5225, |
|
"step": 1000 |
|
}, |
|
{ |
|
"epoch": 2.13, |
|
"learning_rate": 3.49475e-05, |
|
"loss": 2.9185, |
|
"step": 2000 |
|
}, |
|
{ |
|
"epoch": 3.2, |
|
"learning_rate": 5.2447499999999995e-05, |
|
"loss": 1.5385, |
|
"step": 3000 |
|
}, |
|
{ |
|
"epoch": 4.26, |
|
"learning_rate": 6.99475e-05, |
|
"loss": 1.2881, |
|
"step": 4000 |
|
}, |
|
{ |
|
"epoch": 4.26, |
|
"eval_loss": 0.37639039754867554, |
|
"eval_runtime": 433.5071, |
|
"eval_samples_per_second": 21.185, |
|
"eval_steps_per_second": 1.324, |
|
"eval_wer": 0.6460503785612609, |
|
"step": 4000 |
|
}, |
|
{ |
|
"epoch": 5.33, |
|
"learning_rate": 6.837482517482516e-05, |
|
"loss": 1.2081, |
|
"step": 5000 |
|
}, |
|
{ |
|
"epoch": 6.4, |
|
"learning_rate": 6.674475524475524e-05, |
|
"loss": 1.1501, |
|
"step": 6000 |
|
}, |
|
{ |
|
"epoch": 7.46, |
|
"learning_rate": 6.511305361305361e-05, |
|
"loss": 1.1115, |
|
"step": 7000 |
|
}, |
|
{ |
|
"epoch": 8.53, |
|
"learning_rate": 6.348135198135198e-05, |
|
"loss": 1.0767, |
|
"step": 8000 |
|
}, |
|
{ |
|
"epoch": 8.53, |
|
"eval_loss": 0.26572874188423157, |
|
"eval_runtime": 423.456, |
|
"eval_samples_per_second": 21.688, |
|
"eval_steps_per_second": 1.356, |
|
"eval_wer": 0.5164111979865079, |
|
"step": 8000 |
|
}, |
|
{ |
|
"epoch": 9.59, |
|
"learning_rate": 6.185128205128204e-05, |
|
"loss": 1.0506, |
|
"step": 9000 |
|
}, |
|
{ |
|
"epoch": 10.66, |
|
"learning_rate": 6.021958041958042e-05, |
|
"loss": 1.0261, |
|
"step": 10000 |
|
}, |
|
{ |
|
"epoch": 11.73, |
|
"learning_rate": 5.858787878787878e-05, |
|
"loss": 1.0029, |
|
"step": 11000 |
|
}, |
|
{ |
|
"epoch": 12.79, |
|
"learning_rate": 5.695617715617715e-05, |
|
"loss": 0.9841, |
|
"step": 12000 |
|
}, |
|
{ |
|
"epoch": 12.79, |
|
"eval_loss": 0.23304273188114166, |
|
"eval_runtime": 424.6539, |
|
"eval_samples_per_second": 21.627, |
|
"eval_steps_per_second": 1.352, |
|
"eval_wer": 0.4444742433932292, |
|
"step": 12000 |
|
}, |
|
{ |
|
"epoch": 13.86, |
|
"learning_rate": 5.532447552447552e-05, |
|
"loss": 0.9694, |
|
"step": 13000 |
|
}, |
|
{ |
|
"epoch": 14.93, |
|
"learning_rate": 5.369603729603729e-05, |
|
"loss": 0.9593, |
|
"step": 14000 |
|
}, |
|
{ |
|
"epoch": 15.99, |
|
"learning_rate": 5.206433566433566e-05, |
|
"loss": 0.9428, |
|
"step": 15000 |
|
}, |
|
{ |
|
"epoch": 17.06, |
|
"learning_rate": 5.0432634032634027e-05, |
|
"loss": 0.9274, |
|
"step": 16000 |
|
}, |
|
{ |
|
"epoch": 17.06, |
|
"eval_loss": 0.213353231549263, |
|
"eval_runtime": 424.1743, |
|
"eval_samples_per_second": 21.651, |
|
"eval_steps_per_second": 1.353, |
|
"eval_wer": 0.39289913972727086, |
|
"step": 16000 |
|
}, |
|
{ |
|
"epoch": 18.12, |
|
"learning_rate": 4.8800932400932396e-05, |
|
"loss": 0.9171, |
|
"step": 17000 |
|
}, |
|
{ |
|
"epoch": 19.19, |
|
"learning_rate": 4.7170862470862466e-05, |
|
"loss": 0.9057, |
|
"step": 18000 |
|
}, |
|
{ |
|
"epoch": 20.26, |
|
"learning_rate": 4.5539160839160836e-05, |
|
"loss": 0.8881, |
|
"step": 19000 |
|
}, |
|
{ |
|
"epoch": 21.32, |
|
"learning_rate": 4.3909090909090906e-05, |
|
"loss": 0.8781, |
|
"step": 20000 |
|
}, |
|
{ |
|
"epoch": 21.32, |
|
"eval_loss": 0.19452312588691711, |
|
"eval_runtime": 418.381, |
|
"eval_samples_per_second": 21.951, |
|
"eval_steps_per_second": 1.372, |
|
"eval_wer": 0.3886287211437295, |
|
"step": 20000 |
|
}, |
|
{ |
|
"epoch": 22.39, |
|
"learning_rate": 4.2277389277389276e-05, |
|
"loss": 0.8633, |
|
"step": 21000 |
|
}, |
|
{ |
|
"epoch": 23.45, |
|
"learning_rate": 4.064731934731934e-05, |
|
"loss": 0.8537, |
|
"step": 22000 |
|
}, |
|
{ |
|
"epoch": 24.52, |
|
"learning_rate": 3.901561771561771e-05, |
|
"loss": 0.8462, |
|
"step": 23000 |
|
}, |
|
{ |
|
"epoch": 25.59, |
|
"learning_rate": 3.738391608391608e-05, |
|
"loss": 0.8381, |
|
"step": 24000 |
|
}, |
|
{ |
|
"epoch": 25.59, |
|
"eval_loss": 0.184038907289505, |
|
"eval_runtime": 425.8794, |
|
"eval_samples_per_second": 21.565, |
|
"eval_steps_per_second": 1.348, |
|
"eval_wer": 0.3736719410806016, |
|
"step": 24000 |
|
}, |
|
{ |
|
"epoch": 26.65, |
|
"learning_rate": 3.575221445221445e-05, |
|
"loss": 0.8237, |
|
"step": 25000 |
|
}, |
|
{ |
|
"epoch": 27.72, |
|
"learning_rate": 3.412214452214452e-05, |
|
"loss": 0.819, |
|
"step": 26000 |
|
}, |
|
{ |
|
"epoch": 28.78, |
|
"learning_rate": 3.249207459207459e-05, |
|
"loss": 0.8114, |
|
"step": 27000 |
|
}, |
|
{ |
|
"epoch": 29.85, |
|
"learning_rate": 3.086037296037296e-05, |
|
"loss": 0.8054, |
|
"step": 28000 |
|
}, |
|
{ |
|
"epoch": 29.85, |
|
"eval_loss": 0.17562612891197205, |
|
"eval_runtime": 420.9127, |
|
"eval_samples_per_second": 21.819, |
|
"eval_steps_per_second": 1.364, |
|
"eval_wer": 0.3523198481628948, |
|
"step": 28000 |
|
}, |
|
{ |
|
"epoch": 30.92, |
|
"learning_rate": 2.9228671328671326e-05, |
|
"loss": 0.7997, |
|
"step": 29000 |
|
}, |
|
{ |
|
"epoch": 31.98, |
|
"learning_rate": 2.7598601398601396e-05, |
|
"loss": 0.7867, |
|
"step": 30000 |
|
}, |
|
{ |
|
"epoch": 33.05, |
|
"learning_rate": 2.5966899766899766e-05, |
|
"loss": 0.7764, |
|
"step": 31000 |
|
}, |
|
{ |
|
"epoch": 34.12, |
|
"learning_rate": 2.4336829836829836e-05, |
|
"loss": 0.7763, |
|
"step": 32000 |
|
}, |
|
{ |
|
"epoch": 34.12, |
|
"eval_loss": 0.17449165880680084, |
|
"eval_runtime": 413.6966, |
|
"eval_samples_per_second": 22.2, |
|
"eval_steps_per_second": 1.387, |
|
"eval_wer": 0.3299156231304025, |
|
"step": 32000 |
|
}, |
|
{ |
|
"epoch": 35.18, |
|
"learning_rate": 2.2705128205128205e-05, |
|
"loss": 0.7676, |
|
"step": 33000 |
|
}, |
|
{ |
|
"epoch": 36.25, |
|
"learning_rate": 2.1075058275058275e-05, |
|
"loss": 0.7571, |
|
"step": 34000 |
|
}, |
|
{ |
|
"epoch": 37.31, |
|
"learning_rate": 1.944335664335664e-05, |
|
"loss": 0.7556, |
|
"step": 35000 |
|
}, |
|
{ |
|
"epoch": 38.38, |
|
"learning_rate": 1.7814918414918412e-05, |
|
"loss": 0.7474, |
|
"step": 36000 |
|
}, |
|
{ |
|
"epoch": 38.38, |
|
"eval_loss": 0.1677420288324356, |
|
"eval_runtime": 414.2329, |
|
"eval_samples_per_second": 22.171, |
|
"eval_steps_per_second": 1.386, |
|
"eval_wer": 0.30740824789057825, |
|
"step": 36000 |
|
}, |
|
{ |
|
"epoch": 39.45, |
|
"learning_rate": 1.6183216783216782e-05, |
|
"loss": 0.7411, |
|
"step": 37000 |
|
}, |
|
{ |
|
"epoch": 40.51, |
|
"learning_rate": 1.455151515151515e-05, |
|
"loss": 0.7369, |
|
"step": 38000 |
|
}, |
|
{ |
|
"epoch": 41.58, |
|
"learning_rate": 1.2919813519813518e-05, |
|
"loss": 0.7309, |
|
"step": 39000 |
|
}, |
|
{ |
|
"epoch": 42.64, |
|
"learning_rate": 1.1288111888111887e-05, |
|
"loss": 0.7298, |
|
"step": 40000 |
|
}, |
|
{ |
|
"epoch": 42.64, |
|
"eval_loss": 0.1649060845375061, |
|
"eval_runtime": 413.307, |
|
"eval_samples_per_second": 22.221, |
|
"eval_steps_per_second": 1.389, |
|
"eval_wer": 0.2962886555401976, |
|
"step": 40000 |
|
}, |
|
{ |
|
"epoch": 43.71, |
|
"learning_rate": 9.65967365967366e-06, |
|
"loss": 0.7201, |
|
"step": 41000 |
|
}, |
|
{ |
|
"epoch": 44.78, |
|
"learning_rate": 8.027972027972028e-06, |
|
"loss": 0.72, |
|
"step": 42000 |
|
}, |
|
{ |
|
"epoch": 45.84, |
|
"learning_rate": 6.396270396270396e-06, |
|
"loss": 0.7092, |
|
"step": 43000 |
|
}, |
|
{ |
|
"epoch": 46.91, |
|
"learning_rate": 4.764568764568764e-06, |
|
"loss": 0.7125, |
|
"step": 44000 |
|
}, |
|
{ |
|
"epoch": 46.91, |
|
"eval_loss": 0.161702960729599, |
|
"eval_runtime": 419.2465, |
|
"eval_samples_per_second": 21.906, |
|
"eval_steps_per_second": 1.369, |
|
"eval_wer": 0.29307036907144185, |
|
"step": 44000 |
|
}, |
|
{ |
|
"epoch": 47.97, |
|
"learning_rate": 3.1344988344988342e-06, |
|
"loss": 0.7093, |
|
"step": 45000 |
|
}, |
|
{ |
|
"epoch": 49.04, |
|
"learning_rate": 1.5044289044289044e-06, |
|
"loss": 0.7049, |
|
"step": 46000 |
|
}, |
|
{ |
|
"epoch": 50.0, |
|
"step": 46900, |
|
"total_flos": 2.4630771835403823e+20, |
|
"train_loss": 1.0648517145022656, |
|
"train_runtime": 95151.9589, |
|
"train_samples_per_second": 15.765, |
|
"train_steps_per_second": 0.493 |
|
} |
|
], |
|
"max_steps": 46900, |
|
"num_train_epochs": 50, |
|
"total_flos": 2.4630771835403823e+20, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|