|
{ |
|
"best_metric": 0.8371559633027523, |
|
"best_model_checkpoint": "microsoft/Multilingual-MiniLM-L12-H384-finetuned-sst2/run-4/checkpoint-5052", |
|
"epoch": 3.0, |
|
"eval_steps": 500, |
|
"global_step": 5052, |
|
"is_hyper_param_search": true, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.3, |
|
"grad_norm": 207.84652709960938, |
|
"learning_rate": 1.6360069774388828e-05, |
|
"loss": 0.5581, |
|
"step": 500 |
|
}, |
|
{ |
|
"epoch": 0.59, |
|
"grad_norm": 1.0724189281463623, |
|
"learning_rate": 1.4563049807957717e-05, |
|
"loss": 0.5489, |
|
"step": 1000 |
|
}, |
|
{ |
|
"epoch": 0.89, |
|
"grad_norm": 2.0987462997436523, |
|
"learning_rate": 1.2766029841526607e-05, |
|
"loss": 0.5061, |
|
"step": 1500 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"eval_accuracy": 0.823394495412844, |
|
"eval_loss": 0.4638556241989136, |
|
"eval_runtime": 1.0938, |
|
"eval_samples_per_second": 797.217, |
|
"eval_steps_per_second": 50.283, |
|
"step": 1684 |
|
}, |
|
{ |
|
"epoch": 1.19, |
|
"grad_norm": 2.370238780975342, |
|
"learning_rate": 1.0969009875095499e-05, |
|
"loss": 0.458, |
|
"step": 2000 |
|
}, |
|
{ |
|
"epoch": 1.48, |
|
"grad_norm": 25.474912643432617, |
|
"learning_rate": 9.171989908664387e-06, |
|
"loss": 0.4448, |
|
"step": 2500 |
|
}, |
|
{ |
|
"epoch": 1.78, |
|
"grad_norm": 2.603041887283325, |
|
"learning_rate": 7.374969942233276e-06, |
|
"loss": 0.4212, |
|
"step": 3000 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"eval_accuracy": 0.8279816513761468, |
|
"eval_loss": 0.5386698842048645, |
|
"eval_runtime": 1.024, |
|
"eval_samples_per_second": 851.56, |
|
"eval_steps_per_second": 53.711, |
|
"step": 3368 |
|
}, |
|
{ |
|
"epoch": 2.08, |
|
"grad_norm": 3.378201484680176, |
|
"learning_rate": 5.5779499758021666e-06, |
|
"loss": 0.4011, |
|
"step": 3500 |
|
}, |
|
{ |
|
"epoch": 2.38, |
|
"grad_norm": 0.8383808135986328, |
|
"learning_rate": 3.780930009371056e-06, |
|
"loss": 0.3478, |
|
"step": 4000 |
|
}, |
|
{ |
|
"epoch": 2.67, |
|
"grad_norm": 23.079736709594727, |
|
"learning_rate": 1.9839100429399457e-06, |
|
"loss": 0.3534, |
|
"step": 4500 |
|
}, |
|
{ |
|
"epoch": 2.97, |
|
"grad_norm": 0.36013078689575195, |
|
"learning_rate": 1.8689007650883547e-07, |
|
"loss": 0.3323, |
|
"step": 5000 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"eval_accuracy": 0.8371559633027523, |
|
"eval_loss": 0.5858107805252075, |
|
"eval_runtime": 0.9203, |
|
"eval_samples_per_second": 947.555, |
|
"eval_steps_per_second": 59.765, |
|
"step": 5052 |
|
} |
|
], |
|
"logging_steps": 500, |
|
"max_steps": 5052, |
|
"num_input_tokens_seen": 0, |
|
"num_train_epochs": 3, |
|
"save_steps": 500, |
|
"total_flos": 72166406306568.0, |
|
"train_batch_size": 4, |
|
"trial_name": null, |
|
"trial_params": { |
|
"learning_rate": 1.8157089740819938e-05, |
|
"num_train_epochs": 3, |
|
"per_device_train_batch_size": 4, |
|
"seed": 35 |
|
} |
|
} |
|
|