distilbert-base-uncased-finetuned-multiclass-classification
/
run-7
/checkpoint-660
/trainer_state.json
{ | |
"best_metric": 0.740333586050038, | |
"best_model_checkpoint": "distilbert-base-uncased-finetuned-multiclass-classification/run-7/checkpoint-660", | |
"epoch": 1.0, | |
"eval_steps": 500, | |
"global_step": 660, | |
"is_hyper_param_search": true, | |
"is_local_process_zero": true, | |
"is_world_process_zero": true, | |
"log_history": [ | |
{ | |
"epoch": 0.7575757575757576, | |
"grad_norm": 6.107817649841309, | |
"learning_rate": 2.4840825476810007e-05, | |
"loss": 4.5331, | |
"step": 500 | |
}, | |
{ | |
"epoch": 1.0, | |
"eval_accuracy": 0.740333586050038, | |
"eval_loss": 2.2369935512542725, | |
"eval_runtime": 91.726, | |
"eval_samples_per_second": 28.76, | |
"eval_steps_per_second": 1.799, | |
"step": 660 | |
} | |
], | |
"logging_steps": 500, | |
"max_steps": 2640, | |
"num_input_tokens_seen": 0, | |
"num_train_epochs": 4, | |
"save_steps": 500, | |
"stateful_callbacks": { | |
"TrainerControl": { | |
"args": { | |
"should_epoch_stop": false, | |
"should_evaluate": false, | |
"should_log": false, | |
"should_save": true, | |
"should_training_stop": false | |
}, | |
"attributes": {} | |
} | |
}, | |
"total_flos": 188924756492288.0, | |
"train_batch_size": 16, | |
"trial_name": null, | |
"trial_params": { | |
"learning_rate": 3.064475666298057e-05, | |
"num_train_epochs": 4, | |
"per_device_train_batch_size": 16, | |
"seed": 13 | |
} | |
} | |