|
{ |
|
"best_metric": 0.0495530404150486, |
|
"best_model_checkpoint": "./bert_question_answer/checkpoint-506", |
|
"epoch": 12.0, |
|
"eval_steps": 500, |
|
"global_step": 759, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.9960474308300395, |
|
"grad_norm": 535022.625, |
|
"learning_rate": 6.666666666666667e-06, |
|
"loss": 4.5676, |
|
"step": 63 |
|
}, |
|
{ |
|
"epoch": 0.9960474308300395, |
|
"eval_loss": 1.4936771392822266, |
|
"eval_runtime": 124.1238, |
|
"eval_samples_per_second": 50.417, |
|
"eval_steps_per_second": 0.749, |
|
"step": 63 |
|
}, |
|
{ |
|
"epoch": 1.992094861660079, |
|
"grad_norm": 169985.234375, |
|
"learning_rate": 1.3333333333333333e-05, |
|
"loss": 0.5263, |
|
"step": 126 |
|
}, |
|
{ |
|
"epoch": 1.992094861660079, |
|
"eval_loss": 0.20066042244434357, |
|
"eval_runtime": 123.7513, |
|
"eval_samples_per_second": 50.569, |
|
"eval_steps_per_second": 0.752, |
|
"step": 126 |
|
}, |
|
{ |
|
"epoch": 2.9881422924901186, |
|
"grad_norm": 111777.1484375, |
|
"learning_rate": 2e-05, |
|
"loss": 0.1157, |
|
"step": 189 |
|
}, |
|
{ |
|
"epoch": 2.9881422924901186, |
|
"eval_loss": 0.08579555153846741, |
|
"eval_runtime": 124.3773, |
|
"eval_samples_per_second": 50.315, |
|
"eval_steps_per_second": 0.748, |
|
"step": 189 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"grad_norm": 48445.76953125, |
|
"learning_rate": 1.8306878306878308e-05, |
|
"loss": 0.0586, |
|
"step": 253 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"eval_loss": 0.0610487125813961, |
|
"eval_runtime": 124.3926, |
|
"eval_samples_per_second": 50.308, |
|
"eval_steps_per_second": 0.748, |
|
"step": 253 |
|
}, |
|
{ |
|
"epoch": 4.996047430830039, |
|
"grad_norm": 95084.5546875, |
|
"learning_rate": 1.6640211640211642e-05, |
|
"loss": 0.0365, |
|
"step": 316 |
|
}, |
|
{ |
|
"epoch": 4.996047430830039, |
|
"eval_loss": 0.05348861962556839, |
|
"eval_runtime": 124.0651, |
|
"eval_samples_per_second": 50.441, |
|
"eval_steps_per_second": 0.75, |
|
"step": 316 |
|
}, |
|
{ |
|
"epoch": 5.992094861660079, |
|
"grad_norm": 38486.77734375, |
|
"learning_rate": 1.4973544973544975e-05, |
|
"loss": 0.0261, |
|
"step": 379 |
|
}, |
|
{ |
|
"epoch": 5.992094861660079, |
|
"eval_loss": 0.053615033626556396, |
|
"eval_runtime": 124.6756, |
|
"eval_samples_per_second": 50.194, |
|
"eval_steps_per_second": 0.746, |
|
"step": 379 |
|
}, |
|
{ |
|
"epoch": 6.988142292490118, |
|
"grad_norm": 53503.58203125, |
|
"learning_rate": 1.3306878306878308e-05, |
|
"loss": 0.0191, |
|
"step": 442 |
|
}, |
|
{ |
|
"epoch": 6.988142292490118, |
|
"eval_loss": 0.05153428390622139, |
|
"eval_runtime": 124.176, |
|
"eval_samples_per_second": 50.396, |
|
"eval_steps_per_second": 0.749, |
|
"step": 442 |
|
}, |
|
{ |
|
"epoch": 8.0, |
|
"grad_norm": 49217.56640625, |
|
"learning_rate": 1.1613756613756614e-05, |
|
"loss": 0.0149, |
|
"step": 506 |
|
}, |
|
{ |
|
"epoch": 8.0, |
|
"eval_loss": 0.0495530404150486, |
|
"eval_runtime": 124.4318, |
|
"eval_samples_per_second": 50.293, |
|
"eval_steps_per_second": 0.747, |
|
"step": 506 |
|
}, |
|
{ |
|
"epoch": 8.996047430830039, |
|
"grad_norm": 78619.8828125, |
|
"learning_rate": 9.947089947089947e-06, |
|
"loss": 0.0108, |
|
"step": 569 |
|
}, |
|
{ |
|
"epoch": 8.996047430830039, |
|
"eval_loss": 0.05309264734387398, |
|
"eval_runtime": 124.173, |
|
"eval_samples_per_second": 50.397, |
|
"eval_steps_per_second": 0.749, |
|
"step": 569 |
|
}, |
|
{ |
|
"epoch": 9.992094861660078, |
|
"grad_norm": 68375.4375, |
|
"learning_rate": 8.28042328042328e-06, |
|
"loss": 0.0093, |
|
"step": 632 |
|
}, |
|
{ |
|
"epoch": 9.992094861660078, |
|
"eval_loss": 0.055722925812006, |
|
"eval_runtime": 124.3567, |
|
"eval_samples_per_second": 50.323, |
|
"eval_steps_per_second": 0.748, |
|
"step": 632 |
|
}, |
|
{ |
|
"epoch": 10.988142292490119, |
|
"grad_norm": 52463.015625, |
|
"learning_rate": 6.613756613756615e-06, |
|
"loss": 0.0081, |
|
"step": 695 |
|
}, |
|
{ |
|
"epoch": 10.988142292490119, |
|
"eval_loss": 0.052927400916814804, |
|
"eval_runtime": 124.2278, |
|
"eval_samples_per_second": 50.375, |
|
"eval_steps_per_second": 0.749, |
|
"step": 695 |
|
}, |
|
{ |
|
"epoch": 12.0, |
|
"grad_norm": 42119.37109375, |
|
"learning_rate": 4.920634920634921e-06, |
|
"loss": 0.0063, |
|
"step": 759 |
|
}, |
|
{ |
|
"epoch": 12.0, |
|
"eval_loss": 0.05621393024921417, |
|
"eval_runtime": 124.2369, |
|
"eval_samples_per_second": 50.371, |
|
"eval_steps_per_second": 0.749, |
|
"step": 759 |
|
} |
|
], |
|
"logging_steps": 500, |
|
"max_steps": 945, |
|
"num_input_tokens_seen": 0, |
|
"num_train_epochs": 15, |
|
"save_steps": 500, |
|
"stateful_callbacks": { |
|
"EarlyStoppingCallback": { |
|
"args": { |
|
"early_stopping_patience": 4, |
|
"early_stopping_threshold": 0.001 |
|
}, |
|
"attributes": { |
|
"early_stopping_patience_counter": 4 |
|
} |
|
}, |
|
"TrainerControl": { |
|
"args": { |
|
"should_epoch_stop": false, |
|
"should_evaluate": false, |
|
"should_log": false, |
|
"should_save": true, |
|
"should_training_stop": true |
|
}, |
|
"attributes": {} |
|
} |
|
}, |
|
"total_flos": 1.6178240952660787e+17, |
|
"train_batch_size": 68, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|