File size: 2,698 Bytes
38ab010 |
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 98 99 100 101 102 103 |
{
"best_metric": 0.8238747553816047,
"best_model_checkpoint": "tiny-bert-sst2-distilled/run-33/checkpoint-288",
"epoch": 4.0,
"eval_steps": 500,
"global_step": 384,
"is_hyper_param_search": true,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"grad_norm": 2.87579345703125,
"learning_rate": 0.00016441875793172356,
"loss": 0.5654,
"step": 96
},
{
"epoch": 1.0,
"eval_accuracy": 0.7896281800391389,
"eval_f1": 0.816396242527754,
"eval_loss": 0.4605298936367035,
"eval_precision": 0.7242424242424242,
"eval_recall": 0.9354207436399217,
"eval_runtime": 29.158,
"eval_samples_per_second": 35.05,
"eval_steps_per_second": 1.097,
"step": 96
},
{
"epoch": 2.0,
"grad_norm": 5.452133655548096,
"learning_rate": 0.0001096125052878157,
"loss": 0.4617,
"step": 192
},
{
"epoch": 2.0,
"eval_accuracy": 0.8101761252446184,
"eval_f1": 0.829225352112676,
"eval_loss": 0.43088027834892273,
"eval_precision": 0.7536,
"eval_recall": 0.9217221135029354,
"eval_runtime": 29.758,
"eval_samples_per_second": 34.344,
"eval_steps_per_second": 1.075,
"step": 192
},
{
"epoch": 3.0,
"grad_norm": 4.057122230529785,
"learning_rate": 5.480625264390785e-05,
"loss": 0.4328,
"step": 288
},
{
"epoch": 3.0,
"eval_accuracy": 0.8238747553816047,
"eval_f1": 0.832089552238806,
"eval_loss": 0.4205124080181122,
"eval_precision": 0.7950089126559715,
"eval_recall": 0.87279843444227,
"eval_runtime": 29.1506,
"eval_samples_per_second": 35.059,
"eval_steps_per_second": 1.098,
"step": 288
},
{
"epoch": 4.0,
"grad_norm": 4.137439727783203,
"learning_rate": 0.0,
"loss": 0.4192,
"step": 384
},
{
"epoch": 4.0,
"eval_accuracy": 0.8238747553816047,
"eval_f1": 0.8375451263537905,
"eval_loss": 0.41125524044036865,
"eval_precision": 0.7772194304857621,
"eval_recall": 0.9080234833659491,
"eval_runtime": 28.1675,
"eval_samples_per_second": 36.283,
"eval_steps_per_second": 1.136,
"step": 384
}
],
"logging_steps": 500,
"max_steps": 384,
"num_input_tokens_seen": 0,
"num_train_epochs": 4,
"save_steps": 500,
"total_flos": 942780789120.0,
"train_batch_size": 32,
"trial_name": null,
"trial_params": {
"alpha": 0.9211741662812639,
"learning_rate": 0.0002192250105756314,
"num_train_epochs": 4,
"temperature": 2
}
}
|