|
{ |
|
"best_metric": 0.0012385094305500388, |
|
"best_model_checkpoint": "./model/checkpoint-500", |
|
"epoch": 30.0, |
|
"global_step": 600, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 2.5, |
|
"learning_rate": 9.482758620689655e-07, |
|
"loss": 0.1587, |
|
"step": 50 |
|
}, |
|
{ |
|
"epoch": 2.5, |
|
"eval_Acc": 1.0, |
|
"eval_loss": 0.006247001700103283, |
|
"eval_macro_F1": 1.0, |
|
"eval_runtime": 0.3079, |
|
"eval_samples_per_second": 324.744, |
|
"eval_steps_per_second": 12.99, |
|
"eval_weighted_F1": 1.0, |
|
"step": 50 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"learning_rate": 8.620689655172412e-07, |
|
"loss": 0.1631, |
|
"step": 100 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"eval_Acc": 0.99, |
|
"eval_loss": 0.0467730276286602, |
|
"eval_macro_F1": 0.988936829295276, |
|
"eval_runtime": 0.3093, |
|
"eval_samples_per_second": 323.311, |
|
"eval_steps_per_second": 12.932, |
|
"eval_weighted_F1": 0.9899657041708153, |
|
"step": 100 |
|
}, |
|
{ |
|
"epoch": 7.5, |
|
"learning_rate": 7.758620689655172e-07, |
|
"loss": 0.1274, |
|
"step": 150 |
|
}, |
|
{ |
|
"epoch": 7.5, |
|
"eval_Acc": 1.0, |
|
"eval_loss": 0.003920665942132473, |
|
"eval_macro_F1": 1.0, |
|
"eval_runtime": 0.2879, |
|
"eval_samples_per_second": 347.397, |
|
"eval_steps_per_second": 13.896, |
|
"eval_weighted_F1": 1.0, |
|
"step": 150 |
|
}, |
|
{ |
|
"epoch": 10.0, |
|
"learning_rate": 6.896551724137931e-07, |
|
"loss": 0.108, |
|
"step": 200 |
|
}, |
|
{ |
|
"epoch": 10.0, |
|
"eval_Acc": 1.0, |
|
"eval_loss": 0.008137707598507404, |
|
"eval_macro_F1": 1.0, |
|
"eval_runtime": 0.2882, |
|
"eval_samples_per_second": 346.98, |
|
"eval_steps_per_second": 13.879, |
|
"eval_weighted_F1": 1.0, |
|
"step": 200 |
|
}, |
|
{ |
|
"epoch": 12.5, |
|
"learning_rate": 6.03448275862069e-07, |
|
"loss": 0.1032, |
|
"step": 250 |
|
}, |
|
{ |
|
"epoch": 12.5, |
|
"eval_Acc": 0.97, |
|
"eval_loss": 0.11218936741352081, |
|
"eval_macro_F1": 0.9676410311724732, |
|
"eval_runtime": 0.2888, |
|
"eval_samples_per_second": 346.313, |
|
"eval_steps_per_second": 13.853, |
|
"eval_weighted_F1": 0.9702621076475029, |
|
"step": 250 |
|
}, |
|
{ |
|
"epoch": 15.0, |
|
"learning_rate": 5.172413793103448e-07, |
|
"loss": 0.1117, |
|
"step": 300 |
|
}, |
|
{ |
|
"epoch": 15.0, |
|
"eval_Acc": 1.0, |
|
"eval_loss": 0.008067261427640915, |
|
"eval_macro_F1": 1.0, |
|
"eval_runtime": 0.2984, |
|
"eval_samples_per_second": 335.167, |
|
"eval_steps_per_second": 13.407, |
|
"eval_weighted_F1": 1.0, |
|
"step": 300 |
|
}, |
|
{ |
|
"epoch": 17.5, |
|
"learning_rate": 4.310344827586206e-07, |
|
"loss": 0.0855, |
|
"step": 350 |
|
}, |
|
{ |
|
"epoch": 17.5, |
|
"eval_Acc": 1.0, |
|
"eval_loss": 0.0037926011718809605, |
|
"eval_macro_F1": 1.0, |
|
"eval_runtime": 0.2856, |
|
"eval_samples_per_second": 350.082, |
|
"eval_steps_per_second": 14.003, |
|
"eval_weighted_F1": 1.0, |
|
"step": 350 |
|
}, |
|
{ |
|
"epoch": 20.0, |
|
"learning_rate": 3.4482758620689656e-07, |
|
"loss": 0.0871, |
|
"step": 400 |
|
}, |
|
{ |
|
"epoch": 20.0, |
|
"eval_Acc": 1.0, |
|
"eval_loss": 0.00232470384798944, |
|
"eval_macro_F1": 1.0, |
|
"eval_runtime": 0.2916, |
|
"eval_samples_per_second": 342.994, |
|
"eval_steps_per_second": 13.72, |
|
"eval_weighted_F1": 1.0, |
|
"step": 400 |
|
}, |
|
{ |
|
"epoch": 22.5, |
|
"learning_rate": 2.586206896551724e-07, |
|
"loss": 0.0746, |
|
"step": 450 |
|
}, |
|
{ |
|
"epoch": 22.5, |
|
"eval_Acc": 1.0, |
|
"eval_loss": 0.0018292993772774935, |
|
"eval_macro_F1": 1.0, |
|
"eval_runtime": 0.3231, |
|
"eval_samples_per_second": 309.536, |
|
"eval_steps_per_second": 12.381, |
|
"eval_weighted_F1": 1.0, |
|
"step": 450 |
|
}, |
|
{ |
|
"epoch": 25.0, |
|
"learning_rate": 1.7241379310344828e-07, |
|
"loss": 0.0726, |
|
"step": 500 |
|
}, |
|
{ |
|
"epoch": 25.0, |
|
"eval_Acc": 1.0, |
|
"eval_loss": 0.0012385094305500388, |
|
"eval_macro_F1": 1.0, |
|
"eval_runtime": 0.2944, |
|
"eval_samples_per_second": 339.647, |
|
"eval_steps_per_second": 13.586, |
|
"eval_weighted_F1": 1.0, |
|
"step": 500 |
|
}, |
|
{ |
|
"epoch": 27.5, |
|
"learning_rate": 8.620689655172414e-08, |
|
"loss": 0.077, |
|
"step": 550 |
|
}, |
|
{ |
|
"epoch": 27.5, |
|
"eval_Acc": 1.0, |
|
"eval_loss": 0.001301100361160934, |
|
"eval_macro_F1": 1.0, |
|
"eval_runtime": 0.2913, |
|
"eval_samples_per_second": 343.306, |
|
"eval_steps_per_second": 13.732, |
|
"eval_weighted_F1": 1.0, |
|
"step": 550 |
|
}, |
|
{ |
|
"epoch": 30.0, |
|
"learning_rate": 0.0, |
|
"loss": 0.0686, |
|
"step": 600 |
|
}, |
|
{ |
|
"epoch": 30.0, |
|
"eval_Acc": 1.0, |
|
"eval_loss": 0.0012519867159426212, |
|
"eval_macro_F1": 1.0, |
|
"eval_runtime": 0.2884, |
|
"eval_samples_per_second": 346.698, |
|
"eval_steps_per_second": 13.868, |
|
"eval_weighted_F1": 1.0, |
|
"step": 600 |
|
} |
|
], |
|
"max_steps": 600, |
|
"num_train_epochs": 30, |
|
"total_flos": 2458772812339200.0, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|