|
{ |
|
"best_metric": 0.9972401103955841, |
|
"best_model_checkpoint": "data/train-test/xlnet-large-cased//model/checkpoint-3352", |
|
"epoch": 2.0, |
|
"eval_steps": 500, |
|
"global_step": 3352, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.3, |
|
"grad_norm": 0.6528932452201843, |
|
"learning_rate": 2.552505966587112e-05, |
|
"loss": 0.0674, |
|
"step": 500 |
|
}, |
|
{ |
|
"epoch": 0.6, |
|
"grad_norm": 0.035294823348522186, |
|
"learning_rate": 2.1050119331742245e-05, |
|
"loss": 0.0058, |
|
"step": 1000 |
|
}, |
|
{ |
|
"epoch": 0.89, |
|
"grad_norm": 0.07718423008918762, |
|
"learning_rate": 1.6575178997613365e-05, |
|
"loss": 0.0041, |
|
"step": 1500 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"eval_accuracy": null, |
|
"eval_f1": 0.9853211009174311, |
|
"eval_loss": 0.00522511824965477, |
|
"eval_precision": 0.9826166514181153, |
|
"eval_recall": 0.9880404783808647, |
|
"eval_runtime": 8.7222, |
|
"eval_samples_per_second": 111.211, |
|
"eval_steps_per_second": 6.994, |
|
"step": 1676 |
|
}, |
|
{ |
|
"epoch": 1.19, |
|
"grad_norm": 0.03843804448843002, |
|
"learning_rate": 1.2100238663484488e-05, |
|
"loss": 0.003, |
|
"step": 2000 |
|
}, |
|
{ |
|
"epoch": 1.49, |
|
"grad_norm": 0.008623383939266205, |
|
"learning_rate": 7.625298329355609e-06, |
|
"loss": 0.0015, |
|
"step": 2500 |
|
}, |
|
{ |
|
"epoch": 1.79, |
|
"grad_norm": 0.005918263457715511, |
|
"learning_rate": 3.1503579952267305e-06, |
|
"loss": 0.0012, |
|
"step": 3000 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"eval_accuracy": null, |
|
"eval_f1": 0.9972401103955841, |
|
"eval_loss": 0.002058240817859769, |
|
"eval_precision": 0.9972401103955841, |
|
"eval_recall": 0.9972401103955841, |
|
"eval_runtime": 8.7323, |
|
"eval_samples_per_second": 111.082, |
|
"eval_steps_per_second": 6.986, |
|
"step": 3352 |
|
} |
|
], |
|
"logging_steps": 500, |
|
"max_steps": 3352, |
|
"num_input_tokens_seen": 0, |
|
"num_train_epochs": 2, |
|
"save_steps": 500, |
|
"total_flos": 6566441558618250.0, |
|
"train_batch_size": 16, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|