distilbert-base-uncased-finetuned-multiclass-classification
/
run-8
/checkpoint-1319
/trainer_state.json
{ | |
"best_metric": 0.785822592873389, | |
"best_model_checkpoint": "distilbert-base-uncased-finetuned-multiclass-classification/run-8/checkpoint-1319", | |
"epoch": 1.0, | |
"eval_steps": 500, | |
"global_step": 1319, | |
"is_hyper_param_search": true, | |
"is_local_process_zero": true, | |
"is_world_process_zero": true, | |
"log_history": [ | |
{ | |
"epoch": 0.37907505686125853, | |
"grad_norm": 8.19971752166748, | |
"learning_rate": 3.841823104184002e-05, | |
"loss": 4.5995, | |
"step": 500 | |
}, | |
{ | |
"epoch": 0.7581501137225171, | |
"grad_norm": 5.74215030670166, | |
"learning_rate": 1.4963877536443184e-05, | |
"loss": 2.2228, | |
"step": 1000 | |
}, | |
{ | |
"epoch": 1.0, | |
"eval_accuracy": 0.785822592873389, | |
"eval_loss": 1.4662894010543823, | |
"eval_runtime": 35.2922, | |
"eval_samples_per_second": 74.747, | |
"eval_steps_per_second": 4.675, | |
"step": 1319 | |
} | |
], | |
"logging_steps": 500, | |
"max_steps": 1319, | |
"num_input_tokens_seen": 0, | |
"num_train_epochs": 1, | |
"save_steps": 500, | |
"stateful_callbacks": { | |
"TrainerControl": { | |
"args": { | |
"should_epoch_stop": false, | |
"should_evaluate": false, | |
"should_log": false, | |
"should_save": true, | |
"should_training_stop": true | |
}, | |
"attributes": {} | |
} | |
}, | |
"total_flos": 73376383107072.0, | |
"train_batch_size": 8, | |
"trial_name": null, | |
"trial_params": { | |
"learning_rate": 6.187258454723686e-05, | |
"num_train_epochs": 1, | |
"per_device_train_batch_size": 8, | |
"seed": 24 | |
} | |
} | |