|
{ |
|
"best_metric": null, |
|
"best_model_checkpoint": null, |
|
"epoch": 5.0, |
|
"eval_steps": 100, |
|
"global_step": 400, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.3125, |
|
"grad_norm": 14.964056968688965, |
|
"learning_rate": 4.4e-07, |
|
"loss": 2.4762, |
|
"step": 25 |
|
}, |
|
{ |
|
"epoch": 0.625, |
|
"grad_norm": 7.519942283630371, |
|
"learning_rate": 9.400000000000001e-07, |
|
"loss": 1.8044, |
|
"step": 50 |
|
}, |
|
{ |
|
"epoch": 0.9375, |
|
"grad_norm": 4.3551025390625, |
|
"learning_rate": 1.44e-06, |
|
"loss": 1.1717, |
|
"step": 75 |
|
}, |
|
{ |
|
"epoch": 1.25, |
|
"grad_norm": 3.608358860015869, |
|
"learning_rate": 1.94e-06, |
|
"loss": 0.8378, |
|
"step": 100 |
|
}, |
|
{ |
|
"epoch": 1.25, |
|
"eval_loss": 0.7289780378341675, |
|
"eval_runtime": 149.0817, |
|
"eval_samples_per_second": 9.726, |
|
"eval_steps_per_second": 0.154, |
|
"eval_wer": 0.5604761726500206, |
|
"step": 100 |
|
}, |
|
{ |
|
"epoch": 1.5625, |
|
"grad_norm": 3.026627540588379, |
|
"learning_rate": 2.4400000000000004e-06, |
|
"loss": 0.6298, |
|
"step": 125 |
|
}, |
|
{ |
|
"epoch": 1.875, |
|
"grad_norm": 3.2073071002960205, |
|
"learning_rate": 2.9400000000000002e-06, |
|
"loss": 0.5259, |
|
"step": 150 |
|
}, |
|
{ |
|
"epoch": 2.1875, |
|
"grad_norm": 2.7110557556152344, |
|
"learning_rate": 3.44e-06, |
|
"loss": 0.427, |
|
"step": 175 |
|
}, |
|
{ |
|
"epoch": 2.5, |
|
"grad_norm": 2.653585195541382, |
|
"learning_rate": 3.94e-06, |
|
"loss": 0.3624, |
|
"step": 200 |
|
}, |
|
{ |
|
"epoch": 2.5, |
|
"eval_loss": 0.40476956963539124, |
|
"eval_runtime": 130.1192, |
|
"eval_samples_per_second": 11.144, |
|
"eval_steps_per_second": 0.177, |
|
"eval_wer": 0.2791150376221315, |
|
"step": 200 |
|
}, |
|
{ |
|
"epoch": 2.8125, |
|
"grad_norm": 2.6670711040496826, |
|
"learning_rate": 4.440000000000001e-06, |
|
"loss": 0.3459, |
|
"step": 225 |
|
}, |
|
{ |
|
"epoch": 3.125, |
|
"grad_norm": 2.2266933917999268, |
|
"learning_rate": 4.94e-06, |
|
"loss": 0.2939, |
|
"step": 250 |
|
}, |
|
{ |
|
"epoch": 3.4375, |
|
"grad_norm": 2.0115909576416016, |
|
"learning_rate": 5.4400000000000004e-06, |
|
"loss": 0.2497, |
|
"step": 275 |
|
}, |
|
{ |
|
"epoch": 3.75, |
|
"grad_norm": 1.9504035711288452, |
|
"learning_rate": 5.94e-06, |
|
"loss": 0.2279, |
|
"step": 300 |
|
}, |
|
{ |
|
"epoch": 3.75, |
|
"eval_loss": 0.32364794611930847, |
|
"eval_runtime": 129.8874, |
|
"eval_samples_per_second": 11.164, |
|
"eval_steps_per_second": 0.177, |
|
"eval_wer": 0.2186950174072549, |
|
"step": 300 |
|
}, |
|
{ |
|
"epoch": 4.0625, |
|
"grad_norm": 1.6703990697860718, |
|
"learning_rate": 6.440000000000001e-06, |
|
"loss": 0.2113, |
|
"step": 325 |
|
}, |
|
{ |
|
"epoch": 4.375, |
|
"grad_norm": 1.7013378143310547, |
|
"learning_rate": 6.9400000000000005e-06, |
|
"loss": 0.1547, |
|
"step": 350 |
|
}, |
|
{ |
|
"epoch": 4.6875, |
|
"grad_norm": 1.8722782135009766, |
|
"learning_rate": 7.440000000000001e-06, |
|
"loss": 0.1631, |
|
"step": 375 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"grad_norm": 1.6520956754684448, |
|
"learning_rate": 7.94e-06, |
|
"loss": 0.1524, |
|
"step": 400 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"eval_loss": 0.2948686480522156, |
|
"eval_runtime": 128.078, |
|
"eval_samples_per_second": 11.321, |
|
"eval_steps_per_second": 0.18, |
|
"eval_wer": 0.1993037098042152, |
|
"step": 400 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"step": 400, |
|
"total_flos": 2.612748590363181e+19, |
|
"train_loss": 0.627130063176155, |
|
"train_runtime": 2211.2333, |
|
"train_samples_per_second": 11.577, |
|
"train_steps_per_second": 0.181 |
|
} |
|
], |
|
"logging_steps": 25, |
|
"max_steps": 400, |
|
"num_input_tokens_seen": 0, |
|
"num_train_epochs": 5, |
|
"save_steps": 500, |
|
"stateful_callbacks": { |
|
"TrainerControl": { |
|
"args": { |
|
"should_epoch_stop": false, |
|
"should_evaluate": false, |
|
"should_log": false, |
|
"should_save": true, |
|
"should_training_stop": true |
|
}, |
|
"attributes": {} |
|
} |
|
}, |
|
"total_flos": 2.612748590363181e+19, |
|
"train_batch_size": 16, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|