File size: 1,870 Bytes
97efcc0 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 |
{
"best_metric": 0.44158634577419253,
"best_model_checkpoint": "distilbert-base-uncased-finetuned-cola/run-0/checkpoint-536",
"epoch": 4.0,
"eval_steps": 500,
"global_step": 536,
"is_hyper_param_search": true,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"eval_loss": 0.5337199568748474,
"eval_matthews_correlation": 0.37010827120601614,
"eval_runtime": 0.5268,
"eval_samples_per_second": 1979.744,
"eval_steps_per_second": 125.276,
"step": 134
},
{
"epoch": 2.0,
"eval_loss": 0.516914427280426,
"eval_matthews_correlation": 0.40941556921224126,
"eval_runtime": 0.3522,
"eval_samples_per_second": 2961.329,
"eval_steps_per_second": 187.39,
"step": 268
},
{
"epoch": 3.0,
"eval_loss": 0.5180604457855225,
"eval_matthews_correlation": 0.42682064874774595,
"eval_runtime": 0.365,
"eval_samples_per_second": 2857.523,
"eval_steps_per_second": 180.821,
"step": 402
},
{
"epoch": 3.7313432835820897,
"grad_norm": 5.698959827423096,
"learning_rate": 5.227469807004321e-07,
"loss": 0.4746,
"step": 500
},
{
"epoch": 4.0,
"eval_loss": 0.5101630687713623,
"eval_matthews_correlation": 0.44158634577419253,
"eval_runtime": 0.3499,
"eval_samples_per_second": 2980.994,
"eval_steps_per_second": 188.634,
"step": 536
}
],
"logging_steps": 500,
"max_steps": 536,
"num_input_tokens_seen": 0,
"num_train_epochs": 4,
"save_steps": 500,
"total_flos": 209831981626536.0,
"train_batch_size": 64,
"trial_name": null,
"trial_params": {
"learning_rate": 7.783121712650878e-06,
"num_train_epochs": 4,
"per_device_train_batch_size": 64,
"seed": 12
}
}
|