File size: 2,319 Bytes
d6258f8 |
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 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 |
{
"best_metric": 0.7486818980667839,
"best_model_checkpoint": "tiny-bert-sst2-distilled/run-46/checkpoint-642",
"epoch": 3.0,
"eval_steps": 500,
"global_step": 642,
"is_hyper_param_search": true,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"grad_norm": 4.412960052490234,
"learning_rate": 0.00020694993120331544,
"loss": 0.4902,
"step": 214
},
{
"epoch": 1.0,
"eval_accuracy": 0.7164616285881664,
"eval_f1": 0.39800995024875624,
"eval_loss": 0.4596139192581177,
"eval_mcc": 0.2945528643838721,
"eval_precision": 0.6808510638297872,
"eval_recall": 0.281195079086116,
"eval_runtime": 3.1802,
"eval_samples_per_second": 536.76,
"eval_steps_per_second": 16.98,
"step": 214
},
{
"epoch": 2.0,
"grad_norm": 1.3837729692459106,
"learning_rate": 0.00018395549440294705,
"loss": 0.4478,
"step": 428
},
{
"epoch": 2.0,
"eval_accuracy": 0.7387229056824839,
"eval_f1": 0.4520884520884521,
"eval_loss": 0.44098830223083496,
"eval_mcc": 0.3627159463012621,
"eval_precision": 0.7510204081632653,
"eval_recall": 0.3233743409490334,
"eval_runtime": 4.0058,
"eval_samples_per_second": 426.137,
"eval_steps_per_second": 13.481,
"step": 428
},
{
"epoch": 3.0,
"grad_norm": 1.0605193376541138,
"learning_rate": 0.00016096105760257865,
"loss": 0.4298,
"step": 642
},
{
"epoch": 3.0,
"eval_accuracy": 0.7486818980667839,
"eval_f1": 0.48,
"eval_loss": 0.4385921359062195,
"eval_mcc": 0.39214620237686104,
"eval_precision": 0.7734375,
"eval_recall": 0.34797891036906853,
"eval_runtime": 3.1306,
"eval_samples_per_second": 545.257,
"eval_steps_per_second": 17.249,
"step": 642
}
],
"logging_steps": 500,
"max_steps": 2140,
"num_input_tokens_seen": 0,
"num_train_epochs": 10,
"save_steps": 500,
"total_flos": 1574326993320.0,
"train_batch_size": 32,
"trial_name": null,
"trial_params": {
"alpha": 0.7874456347292355,
"learning_rate": 0.0002299443680036838,
"num_train_epochs": 10,
"temperature": 21
}
}
|