File size: 2,733 Bytes
da692b5 |
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": 0.8189823874755382,
"best_model_checkpoint": "tiny-bert-sst2-distilled/run-20/checkpoint-3064",
"epoch": 4.0,
"eval_steps": 500,
"global_step": 3064,
"is_hyper_param_search": true,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"grad_norm": 2.1449050903320312,
"learning_rate": 0.00010427761773013143,
"loss": 0.5295,
"step": 766
},
{
"epoch": 1.0,
"eval_accuracy": 0.8043052837573386,
"eval_f1": 0.82174688057041,
"eval_loss": 0.44088178873062134,
"eval_precision": 0.7545008183306056,
"eval_recall": 0.9021526418786693,
"eval_runtime": 133.3851,
"eval_samples_per_second": 7.662,
"eval_steps_per_second": 1.919,
"step": 766
},
{
"epoch": 2.0,
"grad_norm": 32.69517517089844,
"learning_rate": 7.820821329759857e-05,
"loss": 0.4623,
"step": 1532
},
{
"epoch": 2.0,
"eval_accuracy": 0.815068493150685,
"eval_f1": 0.832,
"eval_loss": 0.4221538305282593,
"eval_precision": 0.762214983713355,
"eval_recall": 0.9158512720156555,
"eval_runtime": 131.8748,
"eval_samples_per_second": 7.75,
"eval_steps_per_second": 1.941,
"step": 1532
},
{
"epoch": 3.0,
"grad_norm": 3.419471263885498,
"learning_rate": 5.2138808865065714e-05,
"loss": 0.4443,
"step": 2298
},
{
"epoch": 3.0,
"eval_accuracy": 0.8180039138943248,
"eval_f1": 0.825515947467167,
"eval_loss": 0.4691775441169739,
"eval_precision": 0.7927927927927928,
"eval_recall": 0.8610567514677103,
"eval_runtime": 133.0186,
"eval_samples_per_second": 7.683,
"eval_steps_per_second": 1.925,
"step": 2298
},
{
"epoch": 4.0,
"grad_norm": 36.411842346191406,
"learning_rate": 2.6069404432532857e-05,
"loss": 0.4368,
"step": 3064
},
{
"epoch": 4.0,
"eval_accuracy": 0.8189823874755382,
"eval_f1": 0.8243114909781577,
"eval_loss": 0.45713627338409424,
"eval_precision": 0.8007380073800738,
"eval_recall": 0.8493150684931506,
"eval_runtime": 133.4653,
"eval_samples_per_second": 7.657,
"eval_steps_per_second": 1.918,
"step": 3064
}
],
"logging_steps": 500,
"max_steps": 3830,
"num_input_tokens_seen": 0,
"num_train_epochs": 5,
"save_steps": 500,
"total_flos": 942780789120.0,
"train_batch_size": 4,
"trial_name": null,
"trial_params": {
"alpha": 0.8705195866732912,
"learning_rate": 0.00013034702216266429,
"num_train_epochs": 5,
"temperature": 7
}
}
|