File size: 2,271 Bytes
d89240d |
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 88 89 90 91 92 93 94 95 96 97 |
{
"best_metric": 0.7326732673267327,
"best_model_checkpoint": "distilhubert-finetuned-not-a-word2/run-0/checkpoint-48",
"epoch": 1.0,
"eval_steps": 500,
"global_step": 48,
"is_hyper_param_search": true,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.1,
"grad_norm": 1.2701194286346436,
"learning_rate": 1.7573936619349767e-06,
"loss": 0.7024,
"step": 5
},
{
"epoch": 0.21,
"grad_norm": 1.218135952949524,
"learning_rate": 3.5147873238699533e-06,
"loss": 0.6932,
"step": 10
},
{
"epoch": 0.31,
"grad_norm": 1.5910921096801758,
"learning_rate": 5.2721809858049295e-06,
"loss": 0.6916,
"step": 15
},
{
"epoch": 0.42,
"grad_norm": 1.0592715740203857,
"learning_rate": 7.029574647739907e-06,
"loss": 0.6854,
"step": 20
},
{
"epoch": 0.52,
"grad_norm": 1.132177472114563,
"learning_rate": 8.786968309674883e-06,
"loss": 0.6719,
"step": 25
},
{
"epoch": 0.62,
"grad_norm": 0.9851714372634888,
"learning_rate": 1.0544361971609859e-05,
"loss": 0.6633,
"step": 30
},
{
"epoch": 0.73,
"grad_norm": 1.5592440366744995,
"learning_rate": 1.2301755633544835e-05,
"loss": 0.6288,
"step": 35
},
{
"epoch": 0.83,
"grad_norm": 1.8793619871139526,
"learning_rate": 1.4059149295479813e-05,
"loss": 0.6561,
"step": 40
},
{
"epoch": 0.94,
"grad_norm": 1.987308382987976,
"learning_rate": 1.581654295741479e-05,
"loss": 0.6343,
"step": 45
},
{
"epoch": 1.0,
"eval_f1": 0.7326732673267327,
"eval_loss": 0.6868629455566406,
"eval_runtime": 1.3443,
"eval_samples_per_second": 47.609,
"eval_steps_per_second": 5.951,
"step": 48
}
],
"logging_steps": 5,
"max_steps": 480,
"num_input_tokens_seen": 0,
"num_train_epochs": 10,
"save_steps": 500,
"total_flos": 670686130935120.0,
"train_batch_size": 4,
"trial_name": null,
"trial_params": {
"learning_rate": 1.6870979154575775e-05,
"per_device_train_batch_size": 4
}
}
|