|
{ |
|
"best_metric": 0.6140850782394409, |
|
"best_model_checkpoint": "bert_base_lda_5_v1_cola/checkpoint-102", |
|
"epoch": 8.0, |
|
"eval_steps": 500, |
|
"global_step": 272, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 1.0, |
|
"grad_norm": 0.8962923884391785, |
|
"learning_rate": 4.9e-05, |
|
"loss": 0.6165, |
|
"step": 34 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"eval_accuracy": 0.6912751793861389, |
|
"eval_loss": 0.6255748867988586, |
|
"eval_matthews_correlation": 0.0, |
|
"eval_runtime": 0.6921, |
|
"eval_samples_per_second": 1507.045, |
|
"eval_steps_per_second": 7.225, |
|
"step": 34 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"grad_norm": 1.1500860452651978, |
|
"learning_rate": 4.8e-05, |
|
"loss": 0.6085, |
|
"step": 68 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"eval_accuracy": 0.6922339200973511, |
|
"eval_loss": 0.6206546425819397, |
|
"eval_matthews_correlation": 0.0437601222642778, |
|
"eval_runtime": 0.6888, |
|
"eval_samples_per_second": 1514.269, |
|
"eval_steps_per_second": 7.259, |
|
"step": 68 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"grad_norm": 1.3318846225738525, |
|
"learning_rate": 4.7e-05, |
|
"loss": 0.5767, |
|
"step": 102 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"eval_accuracy": 0.6788111329078674, |
|
"eval_loss": 0.6140850782394409, |
|
"eval_matthews_correlation": 0.014335296446004425, |
|
"eval_runtime": 0.6907, |
|
"eval_samples_per_second": 1510.046, |
|
"eval_steps_per_second": 7.239, |
|
"step": 102 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"grad_norm": 3.0688295364379883, |
|
"learning_rate": 4.600000000000001e-05, |
|
"loss": 0.5249, |
|
"step": 136 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"eval_accuracy": 0.6625120043754578, |
|
"eval_loss": 0.6585533022880554, |
|
"eval_matthews_correlation": 0.05998312692220892, |
|
"eval_runtime": 0.7395, |
|
"eval_samples_per_second": 1410.335, |
|
"eval_steps_per_second": 6.761, |
|
"step": 136 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"grad_norm": 2.6873955726623535, |
|
"learning_rate": 4.5e-05, |
|
"loss": 0.4572, |
|
"step": 170 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"eval_accuracy": 0.6519654989242554, |
|
"eval_loss": 0.7236359715461731, |
|
"eval_matthews_correlation": 0.13356139258109112, |
|
"eval_runtime": 0.6908, |
|
"eval_samples_per_second": 1509.857, |
|
"eval_steps_per_second": 7.238, |
|
"step": 170 |
|
}, |
|
{ |
|
"epoch": 6.0, |
|
"grad_norm": 3.0232486724853516, |
|
"learning_rate": 4.4000000000000006e-05, |
|
"loss": 0.3844, |
|
"step": 204 |
|
}, |
|
{ |
|
"epoch": 6.0, |
|
"eval_accuracy": 0.640460193157196, |
|
"eval_loss": 0.8147491812705994, |
|
"eval_matthews_correlation": 0.08177474609901102, |
|
"eval_runtime": 0.6894, |
|
"eval_samples_per_second": 1513.007, |
|
"eval_steps_per_second": 7.253, |
|
"step": 204 |
|
}, |
|
{ |
|
"epoch": 7.0, |
|
"grad_norm": 2.7721943855285645, |
|
"learning_rate": 4.3e-05, |
|
"loss": 0.327, |
|
"step": 238 |
|
}, |
|
{ |
|
"epoch": 7.0, |
|
"eval_accuracy": 0.6126558184623718, |
|
"eval_loss": 0.9067552089691162, |
|
"eval_matthews_correlation": 0.08937795209450178, |
|
"eval_runtime": 0.684, |
|
"eval_samples_per_second": 1524.939, |
|
"eval_steps_per_second": 7.31, |
|
"step": 238 |
|
}, |
|
{ |
|
"epoch": 8.0, |
|
"grad_norm": 4.930617332458496, |
|
"learning_rate": 4.2e-05, |
|
"loss": 0.2756, |
|
"step": 272 |
|
}, |
|
{ |
|
"epoch": 8.0, |
|
"eval_accuracy": 0.6423777341842651, |
|
"eval_loss": 0.9654455184936523, |
|
"eval_matthews_correlation": 0.12007934236570234, |
|
"eval_runtime": 0.6807, |
|
"eval_samples_per_second": 1532.247, |
|
"eval_steps_per_second": 7.345, |
|
"step": 272 |
|
}, |
|
{ |
|
"epoch": 8.0, |
|
"step": 272, |
|
"total_flos": 8999450537533440.0, |
|
"train_loss": 0.47134509156731996, |
|
"train_runtime": 138.7221, |
|
"train_samples_per_second": 3082.061, |
|
"train_steps_per_second": 12.255 |
|
} |
|
], |
|
"logging_steps": 1, |
|
"max_steps": 1700, |
|
"num_input_tokens_seen": 0, |
|
"num_train_epochs": 50, |
|
"save_steps": 500, |
|
"stateful_callbacks": { |
|
"EarlyStoppingCallback": { |
|
"args": { |
|
"early_stopping_patience": 5, |
|
"early_stopping_threshold": 0.0 |
|
}, |
|
"attributes": { |
|
"early_stopping_patience_counter": 5 |
|
} |
|
}, |
|
"TrainerControl": { |
|
"args": { |
|
"should_epoch_stop": false, |
|
"should_evaluate": false, |
|
"should_log": false, |
|
"should_save": true, |
|
"should_training_stop": true |
|
}, |
|
"attributes": {} |
|
} |
|
}, |
|
"total_flos": 8999450537533440.0, |
|
"train_batch_size": 256, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|