|
{ |
|
"best_metric": 0.16314448416233063, |
|
"best_model_checkpoint": "../results/distilbert-base-uncased-agnews/run-31/checkpoint-6750", |
|
"epoch": 2.0, |
|
"global_step": 6750, |
|
"is_hyper_param_search": true, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.15, |
|
"learning_rate": 1.5e-05, |
|
"loss": 0.6831, |
|
"step": 500 |
|
}, |
|
{ |
|
"epoch": 0.3, |
|
"learning_rate": 3e-05, |
|
"loss": 0.27, |
|
"step": 1000 |
|
}, |
|
{ |
|
"epoch": 0.44, |
|
"learning_rate": 2.7391304347826085e-05, |
|
"loss": 0.2275, |
|
"step": 1500 |
|
}, |
|
{ |
|
"epoch": 0.59, |
|
"learning_rate": 2.4782608695652175e-05, |
|
"loss": 0.2233, |
|
"step": 2000 |
|
}, |
|
{ |
|
"epoch": 0.74, |
|
"learning_rate": 2.217391304347826e-05, |
|
"loss": 0.2019, |
|
"step": 2500 |
|
}, |
|
{ |
|
"epoch": 0.89, |
|
"learning_rate": 1.956521739130435e-05, |
|
"loss": 0.1916, |
|
"step": 3000 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"eval_accuracy": 0.9411666666666667, |
|
"eval_loss": 0.17406368255615234, |
|
"eval_runtime": 17.0218, |
|
"eval_samples_per_second": 704.977, |
|
"eval_steps_per_second": 88.122, |
|
"step": 3375 |
|
}, |
|
{ |
|
"epoch": 1.04, |
|
"learning_rate": 1.6956521739130433e-05, |
|
"loss": 0.1747, |
|
"step": 3500 |
|
}, |
|
{ |
|
"epoch": 1.19, |
|
"learning_rate": 1.4347826086956522e-05, |
|
"loss": 0.1382, |
|
"step": 4000 |
|
}, |
|
{ |
|
"epoch": 1.33, |
|
"learning_rate": 1.173913043478261e-05, |
|
"loss": 0.1389, |
|
"step": 4500 |
|
}, |
|
{ |
|
"epoch": 1.48, |
|
"learning_rate": 9.130434782608697e-06, |
|
"loss": 0.1269, |
|
"step": 5000 |
|
}, |
|
{ |
|
"epoch": 1.63, |
|
"learning_rate": 6.521739130434783e-06, |
|
"loss": 0.1299, |
|
"step": 5500 |
|
}, |
|
{ |
|
"epoch": 1.78, |
|
"learning_rate": 3.913043478260869e-06, |
|
"loss": 0.1328, |
|
"step": 6000 |
|
}, |
|
{ |
|
"epoch": 1.93, |
|
"learning_rate": 1.3043478260869566e-06, |
|
"loss": 0.123, |
|
"step": 6500 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"eval_accuracy": 0.9483333333333334, |
|
"eval_loss": 0.16314448416233063, |
|
"eval_runtime": 16.9602, |
|
"eval_samples_per_second": 707.537, |
|
"eval_steps_per_second": 88.442, |
|
"step": 6750 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"step": 6750, |
|
"total_flos": 1.0849763309273088e+16, |
|
"train_loss": 0.20914978592484085, |
|
"train_runtime": 832.6813, |
|
"train_samples_per_second": 259.403, |
|
"train_steps_per_second": 8.106 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"eval_accuracy": 0.9483333333333334, |
|
"eval_loss": 0.16314448416233063, |
|
"eval_runtime": 17.4366, |
|
"eval_samples_per_second": 688.209, |
|
"eval_steps_per_second": 86.026, |
|
"step": 6750 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"eval_accuracy": 0.9473684210526315, |
|
"eval_loss": 0.16520710289478302, |
|
"eval_runtime": 10.786, |
|
"eval_samples_per_second": 704.618, |
|
"eval_steps_per_second": 88.077, |
|
"step": 6750 |
|
} |
|
], |
|
"max_steps": 6750, |
|
"num_train_epochs": 2, |
|
"total_flos": 1.0849763309273088e+16, |
|
"trial_name": null, |
|
"trial_params": { |
|
"learning_rate": 3e-05, |
|
"num_train_epochs": 2, |
|
"per_device_train_batch_size": 32, |
|
"warmup_steps": 1000 |
|
} |
|
} |
|
|