File size: 1,802 Bytes
33bd4a6 |
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 |
{
"best_metric": 0.8187561753672836,
"best_model_checkpoint": "distilbert-base-uncased-finetuned-stsb/run-7/checkpoint-144",
"epoch": 4.0,
"eval_steps": 500,
"global_step": 144,
"is_hyper_param_search": true,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"eval_loss": 2.1181581020355225,
"eval_pearson": 0.457192832227161,
"eval_runtime": 0.8791,
"eval_samples_per_second": 1706.218,
"eval_spearmanr": 0.44927428651795276,
"eval_steps_per_second": 106.923,
"step": 36
},
{
"epoch": 2.0,
"eval_loss": 1.0036637783050537,
"eval_pearson": 0.7920428854372943,
"eval_runtime": 0.9239,
"eval_samples_per_second": 1623.531,
"eval_spearmanr": 0.7786283028593889,
"eval_steps_per_second": 101.741,
"step": 72
},
{
"epoch": 3.0,
"eval_loss": 0.9715855121612549,
"eval_pearson": 0.7983928342038554,
"eval_runtime": 0.9626,
"eval_samples_per_second": 1558.354,
"eval_spearmanr": 0.7966315465683397,
"eval_steps_per_second": 97.657,
"step": 108
},
{
"epoch": 4.0,
"eval_loss": 0.7629258632659912,
"eval_pearson": 0.8187561753672836,
"eval_runtime": 0.9245,
"eval_samples_per_second": 1622.579,
"eval_spearmanr": 0.8221472278326901,
"eval_steps_per_second": 101.682,
"step": 144
}
],
"logging_steps": 500,
"max_steps": 144,
"num_input_tokens_seen": 0,
"num_train_epochs": 4,
"save_steps": 500,
"total_flos": 0,
"train_batch_size": 16,
"trial_name": null,
"trial_params": {
"learning_rate": 2.2613535003508284e-05,
"num_train_epochs": 4,
"per_device_train_batch_size": 16,
"seed": 19
}
}
|