|
{ |
|
"best_metric": 0.5492420196533203, |
|
"best_model_checkpoint": "output_pipe/H3K36me3/origin/checkpoint-200", |
|
"epoch": 4.0, |
|
"eval_steps": 200, |
|
"global_step": 436, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.9174311926605505, |
|
"grad_norm": 117693.7421875, |
|
"learning_rate": 2.61139896373057e-05, |
|
"loss": 0.6221, |
|
"step": 100 |
|
}, |
|
{ |
|
"epoch": 1.834862385321101, |
|
"grad_norm": 116578.09375, |
|
"learning_rate": 1.8341968911917098e-05, |
|
"loss": 0.4876, |
|
"step": 200 |
|
}, |
|
{ |
|
"epoch": 1.834862385321101, |
|
"eval_accuracy": 0.7287844036697247, |
|
"eval_f1": 0.7280921038752821, |
|
"eval_loss": 0.5492420196533203, |
|
"eval_matthews_correlation": 0.45658863624288465, |
|
"eval_precision": 0.7279104558673231, |
|
"eval_recall": 0.7286788269024161, |
|
"eval_runtime": 2.9078, |
|
"eval_samples_per_second": 1199.551, |
|
"eval_steps_per_second": 4.815, |
|
"step": 200 |
|
}, |
|
{ |
|
"epoch": 2.7522935779816513, |
|
"grad_norm": 232886.5, |
|
"learning_rate": 1.0569948186528496e-05, |
|
"loss": 0.3139, |
|
"step": 300 |
|
}, |
|
{ |
|
"epoch": 3.669724770642202, |
|
"grad_norm": 299264.625, |
|
"learning_rate": 2.7979274611398963e-06, |
|
"loss": 0.1326, |
|
"step": 400 |
|
}, |
|
{ |
|
"epoch": 3.669724770642202, |
|
"eval_accuracy": 0.694954128440367, |
|
"eval_f1": 0.6946279268548363, |
|
"eval_loss": 1.1083674430847168, |
|
"eval_matthews_correlation": 0.4032476523392284, |
|
"eval_precision": 0.7029578254285642, |
|
"eval_recall": 0.7002985950082683, |
|
"eval_runtime": 2.9237, |
|
"eval_samples_per_second": 1193.01, |
|
"eval_steps_per_second": 4.788, |
|
"step": 400 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"step": 436, |
|
"total_flos": 2.7611321199630336e+16, |
|
"train_loss": 0.36331664750335413, |
|
"train_runtime": 268.1728, |
|
"train_samples_per_second": 416.209, |
|
"train_steps_per_second": 1.626 |
|
} |
|
], |
|
"logging_steps": 100, |
|
"max_steps": 436, |
|
"num_input_tokens_seen": 0, |
|
"num_train_epochs": 4, |
|
"save_steps": 200, |
|
"stateful_callbacks": { |
|
"TrainerControl": { |
|
"args": { |
|
"should_epoch_stop": false, |
|
"should_evaluate": false, |
|
"should_log": false, |
|
"should_save": true, |
|
"should_training_stop": true |
|
}, |
|
"attributes": {} |
|
} |
|
}, |
|
"total_flos": 2.7611321199630336e+16, |
|
"train_batch_size": 64, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |