|
{ |
|
"best_metric": 0.8729433272394881, |
|
"best_model_checkpoint": "berttiny-hate_speech18-bothpretrained\\run-11\\checkpoint-600", |
|
"epoch": 5.0, |
|
"eval_steps": 500, |
|
"global_step": 600, |
|
"is_hyper_param_search": true, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 1.0, |
|
"learning_rate": 5.546076859205841e-05, |
|
"loss": 0.5075, |
|
"step": 120 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"eval_accuracy": 0.8555758683729433, |
|
"eval_loss": 0.4903055727481842, |
|
"eval_runtime": 10.8207, |
|
"eval_samples_per_second": 202.205, |
|
"eval_steps_per_second": 1.663, |
|
"step": 120 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"learning_rate": 4.15955764440438e-05, |
|
"loss": 0.4756, |
|
"step": 240 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"eval_accuracy": 0.856489945155393, |
|
"eval_loss": 0.4780411124229431, |
|
"eval_runtime": 10.8942, |
|
"eval_samples_per_second": 200.84, |
|
"eval_steps_per_second": 1.652, |
|
"step": 240 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"learning_rate": 2.7730384296029203e-05, |
|
"loss": 0.4648, |
|
"step": 360 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"eval_accuracy": 0.8656307129798904, |
|
"eval_loss": 0.47325029969215393, |
|
"eval_runtime": 10.798, |
|
"eval_samples_per_second": 202.631, |
|
"eval_steps_per_second": 1.667, |
|
"step": 360 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"learning_rate": 1.3865192148014602e-05, |
|
"loss": 0.4567, |
|
"step": 480 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"eval_accuracy": 0.8720292504570384, |
|
"eval_loss": 0.47100675106048584, |
|
"eval_runtime": 10.8776, |
|
"eval_samples_per_second": 201.147, |
|
"eval_steps_per_second": 1.655, |
|
"step": 480 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"learning_rate": 0.0, |
|
"loss": 0.4533, |
|
"step": 600 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"eval_accuracy": 0.8729433272394881, |
|
"eval_loss": 0.4702821373939514, |
|
"eval_runtime": 10.8456, |
|
"eval_samples_per_second": 201.741, |
|
"eval_steps_per_second": 1.66, |
|
"step": 600 |
|
} |
|
], |
|
"logging_steps": 500, |
|
"max_steps": 600, |
|
"num_input_tokens_seen": 0, |
|
"num_train_epochs": 5, |
|
"save_steps": 500, |
|
"total_flos": 9988136054880.0, |
|
"trial_name": null, |
|
"trial_params": { |
|
"learning_rate": 6.9325960740073e-05, |
|
"num_train_epochs": 5, |
|
"per_device_train_batch_size": 64, |
|
"seed": 9 |
|
} |
|
} |
|
|