|
{ |
|
"best_global_step": 2844, |
|
"best_metric": 0.6573427319526672, |
|
"best_model_checkpoint": "bert_base_train_book_ent_15p_s_init_qqp/checkpoint-2844", |
|
"epoch": 7.0, |
|
"eval_steps": 500, |
|
"global_step": 9954, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 1.0, |
|
"grad_norm": 0.648533046245575, |
|
"learning_rate": 4.900070323488045e-05, |
|
"loss": 0.662, |
|
"step": 1422 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"eval_accuracy": 0.6318327974276527, |
|
"eval_combined_score": 0.3159163987138264, |
|
"eval_f1": 0.0, |
|
"eval_loss": 0.6601884365081787, |
|
"eval_runtime": 34.2195, |
|
"eval_samples_per_second": 1181.489, |
|
"eval_steps_per_second": 4.617, |
|
"step": 1422 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"grad_norm": 0.5813120007514954, |
|
"learning_rate": 4.800070323488045e-05, |
|
"loss": 0.6607, |
|
"step": 2844 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"eval_accuracy": 0.6318327974276527, |
|
"eval_combined_score": 0.3159163987138264, |
|
"eval_f1": 0.0, |
|
"eval_loss": 0.6573427319526672, |
|
"eval_runtime": 34.3016, |
|
"eval_samples_per_second": 1178.661, |
|
"eval_steps_per_second": 4.606, |
|
"step": 2844 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"grad_norm": 0.8131640553474426, |
|
"learning_rate": 4.700070323488045e-05, |
|
"loss": 0.6602, |
|
"step": 4266 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"eval_accuracy": 0.6318327974276527, |
|
"eval_combined_score": 0.3159163987138264, |
|
"eval_f1": 0.0, |
|
"eval_loss": 0.6596799492835999, |
|
"eval_runtime": 34.56, |
|
"eval_samples_per_second": 1169.851, |
|
"eval_steps_per_second": 4.572, |
|
"step": 4266 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"grad_norm": 1.0145621299743652, |
|
"learning_rate": 4.600070323488046e-05, |
|
"loss": 0.6601, |
|
"step": 5688 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"eval_accuracy": 0.6318327974276527, |
|
"eval_combined_score": 0.3159163987138264, |
|
"eval_f1": 0.0, |
|
"eval_loss": 0.6594805717468262, |
|
"eval_runtime": 34.272, |
|
"eval_samples_per_second": 1179.681, |
|
"eval_steps_per_second": 4.61, |
|
"step": 5688 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"grad_norm": 1.3845888376235962, |
|
"learning_rate": 4.500070323488045e-05, |
|
"loss": 0.6595, |
|
"step": 7110 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"eval_accuracy": 0.6318327974276527, |
|
"eval_combined_score": 0.3159163987138264, |
|
"eval_f1": 0.0, |
|
"eval_loss": 0.6581591367721558, |
|
"eval_runtime": 34.2181, |
|
"eval_samples_per_second": 1181.539, |
|
"eval_steps_per_second": 4.617, |
|
"step": 7110 |
|
}, |
|
{ |
|
"epoch": 6.0, |
|
"grad_norm": 0.6148237586021423, |
|
"learning_rate": 4.400070323488045e-05, |
|
"loss": 0.6595, |
|
"step": 8532 |
|
}, |
|
{ |
|
"epoch": 6.0, |
|
"eval_accuracy": 0.6318327974276527, |
|
"eval_combined_score": 0.3159163987138264, |
|
"eval_f1": 0.0, |
|
"eval_loss": 0.6577509641647339, |
|
"eval_runtime": 34.2003, |
|
"eval_samples_per_second": 1182.154, |
|
"eval_steps_per_second": 4.62, |
|
"step": 8532 |
|
}, |
|
{ |
|
"epoch": 7.0, |
|
"grad_norm": 0.7319674491882324, |
|
"learning_rate": 4.300070323488045e-05, |
|
"loss": 0.6594, |
|
"step": 9954 |
|
}, |
|
{ |
|
"epoch": 7.0, |
|
"eval_accuracy": 0.6318327974276527, |
|
"eval_combined_score": 0.3159163987138264, |
|
"eval_f1": 0.0, |
|
"eval_loss": 0.6589756011962891, |
|
"eval_runtime": 34.2685, |
|
"eval_samples_per_second": 1179.802, |
|
"eval_steps_per_second": 4.611, |
|
"step": 9954 |
|
}, |
|
{ |
|
"epoch": 7.0, |
|
"step": 9954, |
|
"total_flos": 3.3506166766980096e+17, |
|
"train_loss": 0.6601989145185039, |
|
"train_runtime": 4731.6615, |
|
"train_samples_per_second": 3844.802, |
|
"train_steps_per_second": 15.026 |
|
} |
|
], |
|
"logging_steps": 1, |
|
"max_steps": 71100, |
|
"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": 3.3506166766980096e+17, |
|
"train_batch_size": 256, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|