File size: 1,693 Bytes
9882b0f |
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 |
{
"best_metric": 0.799412915851272,
"best_model_checkpoint": "tiny-bert-sst2-distilled/run-14/checkpoint-1532",
"epoch": 2.0,
"eval_steps": 500,
"global_step": 1532,
"is_hyper_param_search": true,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"grad_norm": 2.48061203956604,
"learning_rate": 4.112696231809907e-05,
"loss": 0.4707,
"step": 766
},
{
"epoch": 1.0,
"eval_accuracy": 0.7847358121330724,
"eval_f1": 0.8018018018018018,
"eval_loss": 0.4169985055923462,
"eval_precision": 0.7429048414023373,
"eval_recall": 0.8708414872798435,
"eval_runtime": 130.438,
"eval_samples_per_second": 7.835,
"eval_steps_per_second": 1.963,
"step": 766
},
{
"epoch": 2.0,
"grad_norm": 12.212409019470215,
"learning_rate": 3.290156985447925e-05,
"loss": 0.4238,
"step": 1532
},
{
"epoch": 2.0,
"eval_accuracy": 0.799412915851272,
"eval_f1": 0.8038277511961722,
"eval_loss": 0.40348485112190247,
"eval_precision": 0.7865168539325843,
"eval_recall": 0.821917808219178,
"eval_runtime": 131.3303,
"eval_samples_per_second": 7.782,
"eval_steps_per_second": 1.949,
"step": 1532
}
],
"logging_steps": 500,
"max_steps": 4596,
"num_input_tokens_seen": 0,
"num_train_epochs": 6,
"save_steps": 500,
"total_flos": 471390394560.0,
"train_batch_size": 4,
"trial_name": null,
"trial_params": {
"alpha": 0.694449127189597,
"learning_rate": 4.935235478171889e-05,
"num_train_epochs": 6,
"temperature": 10
}
}
|