|
{ |
|
"best_metric": 0.873400365630713, |
|
"best_model_checkpoint": "berttiny-hate_speech18-bothpretrained\\run-12\\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": 6.854342606336822e-05, |
|
"loss": 0.499, |
|
"step": 120 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"eval_accuracy": 0.8555758683729433, |
|
"eval_loss": 0.48665618896484375, |
|
"eval_runtime": 10.8301, |
|
"eval_samples_per_second": 202.03, |
|
"eval_steps_per_second": 1.662, |
|
"step": 120 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"learning_rate": 5.140756954752616e-05, |
|
"loss": 0.4699, |
|
"step": 240 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"eval_accuracy": 0.8592321755027422, |
|
"eval_loss": 0.48114827275276184, |
|
"eval_runtime": 10.9276, |
|
"eval_samples_per_second": 200.227, |
|
"eval_steps_per_second": 1.647, |
|
"step": 240 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"learning_rate": 3.427171303168411e-05, |
|
"loss": 0.4591, |
|
"step": 360 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"eval_accuracy": 0.8724862888482633, |
|
"eval_loss": 0.4719109833240509, |
|
"eval_runtime": 10.8837, |
|
"eval_samples_per_second": 201.035, |
|
"eval_steps_per_second": 1.654, |
|
"step": 360 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"learning_rate": 1.7135856515842055e-05, |
|
"loss": 0.4513, |
|
"step": 480 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"eval_accuracy": 0.8720292504570384, |
|
"eval_loss": 0.4705061912536621, |
|
"eval_runtime": 10.8611, |
|
"eval_samples_per_second": 201.454, |
|
"eval_steps_per_second": 1.657, |
|
"step": 480 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"learning_rate": 0.0, |
|
"loss": 0.4479, |
|
"step": 600 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"eval_accuracy": 0.873400365630713, |
|
"eval_loss": 0.46913647651672363, |
|
"eval_runtime": 10.7987, |
|
"eval_samples_per_second": 202.617, |
|
"eval_steps_per_second": 1.667, |
|
"step": 600 |
|
} |
|
], |
|
"logging_steps": 500, |
|
"max_steps": 600, |
|
"num_input_tokens_seen": 0, |
|
"num_train_epochs": 5, |
|
"save_steps": 500, |
|
"total_flos": 9921791149920.0, |
|
"trial_name": null, |
|
"trial_params": { |
|
"learning_rate": 8.567928257921027e-05, |
|
"num_train_epochs": 5, |
|
"per_device_train_batch_size": 64, |
|
"seed": 10 |
|
} |
|
} |
|
|