File size: 1,691 Bytes
7c040e7 b19b93f 7c040e7 b19b93f 7c040e7 b19b93f 7c040e7 b19b93f 7c040e7 b19b93f 7c040e7 b19b93f 7c040e7 b19b93f 7c040e7 b19b93f 7c040e7 |
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": 0.7984344422700587,
"best_model_checkpoint": "tiny-bert-sst2-distilled/run-22/checkpoint-192",
"epoch": 2.0,
"eval_steps": 500,
"global_step": 192,
"is_hyper_param_search": true,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"grad_norm": 2.464465618133545,
"learning_rate": 0.0001794635836369996,
"loss": 0.565,
"step": 96
},
{
"epoch": 1.0,
"eval_accuracy": 0.7788649706457925,
"eval_f1": 0.8078231292517007,
"eval_loss": 0.4691426157951355,
"eval_precision": 0.7142857142857143,
"eval_recall": 0.9295499021526419,
"eval_runtime": 25.0337,
"eval_samples_per_second": 40.825,
"eval_steps_per_second": 1.278,
"step": 96
},
{
"epoch": 2.0,
"grad_norm": 4.053184509277344,
"learning_rate": 0.00015703063568237466,
"loss": 0.4676,
"step": 192
},
{
"epoch": 2.0,
"eval_accuracy": 0.7984344422700587,
"eval_f1": 0.8170515097690941,
"eval_loss": 0.4367915391921997,
"eval_precision": 0.7479674796747967,
"eval_recall": 0.9001956947162426,
"eval_runtime": 25.2941,
"eval_samples_per_second": 40.405,
"eval_steps_per_second": 1.265,
"step": 192
}
],
"logging_steps": 500,
"max_steps": 864,
"num_input_tokens_seen": 0,
"num_train_epochs": 9,
"save_steps": 500,
"total_flos": 471390394560.0,
"train_batch_size": 32,
"trial_name": null,
"trial_params": {
"alpha": 0.8956145079239534,
"learning_rate": 0.00020189653159162458,
"num_train_epochs": 9,
"temperature": 8
}
}
|