|
{ |
|
"best_metric": 1.2041057348251343, |
|
"best_model_checkpoint": "/content/drive/My Drive/Colab Notebooks/aai520-project/checkpoints/bert-finetuned-uncased/checkpoint-900", |
|
"epoch": 1.9607843137254903, |
|
"eval_steps": 100, |
|
"global_step": 1000, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.2, |
|
"learning_rate": 1.807843137254902e-05, |
|
"loss": 3.2307, |
|
"step": 100 |
|
}, |
|
{ |
|
"epoch": 0.2, |
|
"eval_loss": 1.8958784341812134, |
|
"eval_runtime": 17.3462, |
|
"eval_samples_per_second": 690.006, |
|
"eval_steps_per_second": 10.838, |
|
"step": 100 |
|
}, |
|
{ |
|
"epoch": 0.39, |
|
"learning_rate": 1.6117647058823533e-05, |
|
"loss": 1.9581, |
|
"step": 200 |
|
}, |
|
{ |
|
"epoch": 0.39, |
|
"eval_loss": 1.485579490661621, |
|
"eval_runtime": 17.3451, |
|
"eval_samples_per_second": 690.051, |
|
"eval_steps_per_second": 10.839, |
|
"step": 200 |
|
}, |
|
{ |
|
"epoch": 0.59, |
|
"learning_rate": 1.415686274509804e-05, |
|
"loss": 1.6358, |
|
"step": 300 |
|
}, |
|
{ |
|
"epoch": 0.59, |
|
"eval_loss": 1.3947598934173584, |
|
"eval_runtime": 17.3855, |
|
"eval_samples_per_second": 688.449, |
|
"eval_steps_per_second": 10.814, |
|
"step": 300 |
|
}, |
|
{ |
|
"epoch": 0.78, |
|
"learning_rate": 1.2196078431372552e-05, |
|
"loss": 1.4964, |
|
"step": 400 |
|
}, |
|
{ |
|
"epoch": 0.78, |
|
"eval_loss": 1.293440818786621, |
|
"eval_runtime": 17.3267, |
|
"eval_samples_per_second": 690.782, |
|
"eval_steps_per_second": 10.85, |
|
"step": 400 |
|
}, |
|
{ |
|
"epoch": 0.98, |
|
"learning_rate": 1.023529411764706e-05, |
|
"loss": 1.4169, |
|
"step": 500 |
|
}, |
|
{ |
|
"epoch": 0.98, |
|
"eval_loss": 1.2604990005493164, |
|
"eval_runtime": 17.3401, |
|
"eval_samples_per_second": 690.251, |
|
"eval_steps_per_second": 10.842, |
|
"step": 500 |
|
}, |
|
{ |
|
"epoch": 1.18, |
|
"learning_rate": 8.274509803921569e-06, |
|
"loss": 1.327, |
|
"step": 600 |
|
}, |
|
{ |
|
"epoch": 1.18, |
|
"eval_loss": 1.2218035459518433, |
|
"eval_runtime": 17.3253, |
|
"eval_samples_per_second": 690.84, |
|
"eval_steps_per_second": 10.851, |
|
"step": 600 |
|
}, |
|
{ |
|
"epoch": 1.37, |
|
"learning_rate": 6.313725490196079e-06, |
|
"loss": 1.2763, |
|
"step": 700 |
|
}, |
|
{ |
|
"epoch": 1.37, |
|
"eval_loss": 1.2539091110229492, |
|
"eval_runtime": 17.3618, |
|
"eval_samples_per_second": 689.388, |
|
"eval_steps_per_second": 10.828, |
|
"step": 700 |
|
}, |
|
{ |
|
"epoch": 1.57, |
|
"learning_rate": 4.352941176470588e-06, |
|
"loss": 1.2755, |
|
"step": 800 |
|
}, |
|
{ |
|
"epoch": 1.57, |
|
"eval_loss": 1.2090030908584595, |
|
"eval_runtime": 17.401, |
|
"eval_samples_per_second": 687.833, |
|
"eval_steps_per_second": 10.804, |
|
"step": 800 |
|
}, |
|
{ |
|
"epoch": 1.76, |
|
"learning_rate": 2.392156862745098e-06, |
|
"loss": 1.251, |
|
"step": 900 |
|
}, |
|
{ |
|
"epoch": 1.76, |
|
"eval_loss": 1.2041057348251343, |
|
"eval_runtime": 17.3449, |
|
"eval_samples_per_second": 690.06, |
|
"eval_steps_per_second": 10.839, |
|
"step": 900 |
|
}, |
|
{ |
|
"epoch": 1.96, |
|
"learning_rate": 4.3137254901960787e-07, |
|
"loss": 1.229, |
|
"step": 1000 |
|
}, |
|
{ |
|
"epoch": 1.96, |
|
"eval_loss": 1.215934157371521, |
|
"eval_runtime": 17.3882, |
|
"eval_samples_per_second": 688.342, |
|
"eval_steps_per_second": 10.812, |
|
"step": 1000 |
|
}, |
|
{ |
|
"epoch": 1.96, |
|
"step": 1000, |
|
"total_flos": 6.687707580928205e+16, |
|
"train_loss": 0.0, |
|
"train_runtime": 0.4984, |
|
"train_samples_per_second": 523694.092, |
|
"train_steps_per_second": 1023.287 |
|
}, |
|
{ |
|
"epoch": 1.96, |
|
"eval_loss": 1.204106092453003, |
|
"eval_runtime": 16.8904, |
|
"eval_samples_per_second": 708.629, |
|
"eval_steps_per_second": 5.565, |
|
"step": 1000 |
|
} |
|
], |
|
"logging_steps": 100, |
|
"max_steps": 510, |
|
"num_train_epochs": 2, |
|
"save_steps": 100, |
|
"total_flos": 6.687707580928205e+16, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|