|
{ |
|
"best_metric": 0.9664750957854407, |
|
"best_model_checkpoint": "bert-finetuned-spam/run-0/checkpoint-835", |
|
"epoch": 4.982035928143713, |
|
"eval_steps": 500, |
|
"global_step": 1040, |
|
"is_hyper_param_search": true, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.9964071856287425, |
|
"eval_accuracy": 0.9396551724137931, |
|
"eval_loss": 0.1946447342634201, |
|
"eval_runtime": 12.0187, |
|
"eval_samples_per_second": 86.865, |
|
"eval_steps_per_second": 5.491, |
|
"step": 208 |
|
}, |
|
{ |
|
"epoch": 1.9976047904191616, |
|
"eval_accuracy": 0.9645593869731801, |
|
"eval_loss": 0.10755528509616852, |
|
"eval_runtime": 12.0129, |
|
"eval_samples_per_second": 86.907, |
|
"eval_steps_per_second": 5.494, |
|
"step": 417 |
|
}, |
|
{ |
|
"epoch": 2.3952095808383236, |
|
"grad_norm": 1.271166205406189, |
|
"learning_rate": 2.8464605725436264e-05, |
|
"loss": 0.3008, |
|
"step": 500 |
|
}, |
|
{ |
|
"epoch": 2.998802395209581, |
|
"eval_accuracy": 0.9655172413793104, |
|
"eval_loss": 0.09413430839776993, |
|
"eval_runtime": 12.0301, |
|
"eval_samples_per_second": 86.782, |
|
"eval_steps_per_second": 5.486, |
|
"step": 626 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"eval_accuracy": 0.9664750957854407, |
|
"eval_loss": 0.10097901523113251, |
|
"eval_runtime": 12.0003, |
|
"eval_samples_per_second": 86.998, |
|
"eval_steps_per_second": 5.5, |
|
"step": 835 |
|
}, |
|
{ |
|
"epoch": 4.790419161676647, |
|
"grad_norm": 0.1700475811958313, |
|
"learning_rate": 2.108489312995279e-06, |
|
"loss": 0.1168, |
|
"step": 1000 |
|
}, |
|
{ |
|
"epoch": 4.982035928143713, |
|
"eval_accuracy": 0.9664750957854407, |
|
"eval_loss": 0.10203641653060913, |
|
"eval_runtime": 11.9796, |
|
"eval_samples_per_second": 87.148, |
|
"eval_steps_per_second": 5.509, |
|
"step": 1040 |
|
} |
|
], |
|
"logging_steps": 500, |
|
"max_steps": 1040, |
|
"num_input_tokens_seen": 0, |
|
"num_train_epochs": 5, |
|
"save_steps": 500, |
|
"total_flos": 3649464194725728.0, |
|
"train_batch_size": 4, |
|
"trial_name": null, |
|
"trial_params": { |
|
"learning_rate": 5.482072213787725e-05, |
|
"num_train_epochs": 5, |
|
"per_device_train_batch_size": 4, |
|
"seed": 2 |
|
} |
|
} |
|
|