|
{ |
|
"best_metric": 0.9583333333333334, |
|
"best_model_checkpoint": "portrait_cosu_exp5/checkpoint-40", |
|
"epoch": 3.902439024390244, |
|
"eval_steps": 500, |
|
"global_step": 40, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.975609756097561, |
|
"grad_norm": 13.03514289855957, |
|
"learning_rate": 4.166666666666667e-05, |
|
"loss": 0.3966, |
|
"step": 10 |
|
}, |
|
{ |
|
"epoch": 0.975609756097561, |
|
"eval_accuracy": 0.8611111111111112, |
|
"eval_confusion_matrix": [ |
|
[ |
|
50, |
|
1 |
|
], |
|
[ |
|
9, |
|
12 |
|
] |
|
], |
|
"eval_f1": 0.8498217468805704, |
|
"eval_loss": 0.30243051052093506, |
|
"eval_precision": 0.8695132551064755, |
|
"eval_recall": 0.8611111111111112, |
|
"eval_runtime": 5.8713, |
|
"eval_samples_per_second": 12.263, |
|
"eval_steps_per_second": 0.852, |
|
"step": 10 |
|
}, |
|
{ |
|
"epoch": 1.951219512195122, |
|
"grad_norm": 18.37648582458496, |
|
"learning_rate": 2.777777777777778e-05, |
|
"loss": 0.3486, |
|
"step": 20 |
|
}, |
|
{ |
|
"epoch": 1.951219512195122, |
|
"eval_accuracy": 0.8333333333333334, |
|
"eval_confusion_matrix": [ |
|
[ |
|
50, |
|
1 |
|
], |
|
[ |
|
11, |
|
10 |
|
] |
|
], |
|
"eval_f1": 0.8147321428571428, |
|
"eval_loss": 0.3285925090312958, |
|
"eval_precision": 0.84575260804769, |
|
"eval_recall": 0.8333333333333334, |
|
"eval_runtime": 5.962, |
|
"eval_samples_per_second": 12.077, |
|
"eval_steps_per_second": 0.839, |
|
"step": 20 |
|
}, |
|
{ |
|
"epoch": 2.926829268292683, |
|
"grad_norm": 4.450592517852783, |
|
"learning_rate": 1.388888888888889e-05, |
|
"loss": 0.2347, |
|
"step": 30 |
|
}, |
|
{ |
|
"epoch": 2.926829268292683, |
|
"eval_accuracy": 0.9444444444444444, |
|
"eval_confusion_matrix": [ |
|
[ |
|
50, |
|
1 |
|
], |
|
[ |
|
3, |
|
18 |
|
] |
|
], |
|
"eval_f1": 0.9435897435897436, |
|
"eval_loss": 0.17685942351818085, |
|
"eval_precision": 0.9445547831843761, |
|
"eval_recall": 0.9444444444444444, |
|
"eval_runtime": 5.6367, |
|
"eval_samples_per_second": 12.773, |
|
"eval_steps_per_second": 0.887, |
|
"step": 30 |
|
}, |
|
{ |
|
"epoch": 3.902439024390244, |
|
"grad_norm": 6.283059597015381, |
|
"learning_rate": 0.0, |
|
"loss": 0.2039, |
|
"step": 40 |
|
}, |
|
{ |
|
"epoch": 3.902439024390244, |
|
"eval_accuracy": 0.9583333333333334, |
|
"eval_confusion_matrix": [ |
|
[ |
|
50, |
|
1 |
|
], |
|
[ |
|
2, |
|
19 |
|
] |
|
], |
|
"eval_f1": 0.9580274686242009, |
|
"eval_loss": 0.16026876866817474, |
|
"eval_precision": 0.9581730769230768, |
|
"eval_recall": 0.9583333333333334, |
|
"eval_runtime": 5.4865, |
|
"eval_samples_per_second": 13.123, |
|
"eval_steps_per_second": 0.911, |
|
"step": 40 |
|
}, |
|
{ |
|
"epoch": 3.902439024390244, |
|
"step": 40, |
|
"total_flos": 5.787149236001833e+17, |
|
"train_loss": 0.2959394633769989, |
|
"train_runtime": 442.5785, |
|
"train_samples_per_second": 5.857, |
|
"train_steps_per_second": 0.09 |
|
} |
|
], |
|
"logging_steps": 10, |
|
"max_steps": 40, |
|
"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": true |
|
}, |
|
"attributes": {} |
|
} |
|
}, |
|
"total_flos": 5.787149236001833e+17, |
|
"train_batch_size": 16, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|