|
{ |
|
"best_metric": 0.6573427319526672, |
|
"best_model_checkpoint": "bert_base_lda_5_v1_qqp/checkpoint-1422", |
|
"epoch": 6.0, |
|
"eval_steps": 500, |
|
"global_step": 8532, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 1.0, |
|
"grad_norm": 0.3263278603553772, |
|
"learning_rate": 0.00098, |
|
"loss": 0.6633, |
|
"step": 1422 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"eval_accuracy": 0.6318327974276527, |
|
"eval_combined_score": 0.3159163987138264, |
|
"eval_f1": 0.0, |
|
"eval_loss": 0.6573427319526672, |
|
"eval_runtime": 25.7365, |
|
"eval_samples_per_second": 1570.918, |
|
"eval_steps_per_second": 6.139, |
|
"step": 1422 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"grad_norm": 0.06645578891038895, |
|
"learning_rate": 0.00096, |
|
"loss": 0.6589, |
|
"step": 2844 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"eval_accuracy": 0.6318327974276527, |
|
"eval_combined_score": 0.3159163987138264, |
|
"eval_f1": 0.0, |
|
"eval_loss": 0.6579644680023193, |
|
"eval_runtime": 25.7118, |
|
"eval_samples_per_second": 1572.431, |
|
"eval_steps_per_second": 6.145, |
|
"step": 2844 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"grad_norm": 0.055242717266082764, |
|
"learning_rate": 0.00094, |
|
"loss": 0.6797, |
|
"step": 4266 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"eval_accuracy": 0.6318327974276527, |
|
"eval_combined_score": 0.3159163987138264, |
|
"eval_f1": 0.0, |
|
"eval_loss": 0.658168613910675, |
|
"eval_runtime": 25.8276, |
|
"eval_samples_per_second": 1565.378, |
|
"eval_steps_per_second": 6.117, |
|
"step": 4266 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"grad_norm": 0.08355461061000824, |
|
"learning_rate": 0.00092, |
|
"loss": 0.6585, |
|
"step": 5688 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"eval_accuracy": 0.6318327974276527, |
|
"eval_combined_score": 0.3159163987138264, |
|
"eval_f1": 0.0, |
|
"eval_loss": 0.6573521494865417, |
|
"eval_runtime": 25.6995, |
|
"eval_samples_per_second": 1573.185, |
|
"eval_steps_per_second": 6.148, |
|
"step": 5688 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"grad_norm": 0.12464568763971329, |
|
"learning_rate": 0.0009000000000000001, |
|
"loss": 0.6585, |
|
"step": 7110 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"eval_accuracy": 0.6318327974276527, |
|
"eval_combined_score": 0.3159163987138264, |
|
"eval_f1": 0.0, |
|
"eval_loss": 0.6573521494865417, |
|
"eval_runtime": 25.7443, |
|
"eval_samples_per_second": 1570.443, |
|
"eval_steps_per_second": 6.137, |
|
"step": 7110 |
|
}, |
|
{ |
|
"epoch": 6.0, |
|
"grad_norm": 0.03694356605410576, |
|
"learning_rate": 0.00088, |
|
"loss": 0.6585, |
|
"step": 8532 |
|
}, |
|
{ |
|
"epoch": 6.0, |
|
"eval_accuracy": 0.6318327974276527, |
|
"eval_combined_score": 0.3159163987138264, |
|
"eval_f1": 0.0, |
|
"eval_loss": 0.6579644680023193, |
|
"eval_runtime": 25.7207, |
|
"eval_samples_per_second": 1571.886, |
|
"eval_steps_per_second": 6.143, |
|
"step": 8532 |
|
}, |
|
{ |
|
"epoch": 6.0, |
|
"step": 8532, |
|
"total_flos": 2.8719571514554368e+17, |
|
"train_loss": 0.662904584681658, |
|
"train_runtime": 3658.7532, |
|
"train_samples_per_second": 4972.268, |
|
"train_steps_per_second": 19.433 |
|
} |
|
], |
|
"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": 2.8719571514554368e+17, |
|
"train_batch_size": 256, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|