File size: 2,089 Bytes
b358227 |
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 |
{
"best_metric": 0.7907170650361312,
"best_model_checkpoint": "tinybert-TG-HS-HX-parentpretrained\\run-7\\checkpoint-788",
"epoch": 4.0,
"eval_steps": 500,
"global_step": 788,
"is_hyper_param_search": true,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"learning_rate": 9.391769458408264e-06,
"loss": 0.4715,
"step": 197
},
{
"epoch": 1.0,
"eval_accuracy": 0.7722345747637577,
"eval_loss": 0.4253861606121063,
"eval_runtime": 125.844,
"eval_samples_per_second": 57.182,
"eval_steps_per_second": 0.453,
"step": 197
},
{
"epoch": 2.0,
"learning_rate": 7.043827093806198e-06,
"loss": 0.4326,
"step": 394
},
{
"epoch": 2.0,
"eval_accuracy": 0.7833518621456365,
"eval_loss": 0.4118412137031555,
"eval_runtime": 125.7992,
"eval_samples_per_second": 57.202,
"eval_steps_per_second": 0.453,
"step": 394
},
{
"epoch": 3.0,
"learning_rate": 4.695884729204132e-06,
"loss": 0.4188,
"step": 591
},
{
"epoch": 3.0,
"eval_accuracy": 0.7887715397443024,
"eval_loss": 0.40638259053230286,
"eval_runtime": 125.6755,
"eval_samples_per_second": 57.259,
"eval_steps_per_second": 0.454,
"step": 591
},
{
"epoch": 4.0,
"learning_rate": 2.347942364602066e-06,
"loss": 0.4135,
"step": 788
},
{
"epoch": 4.0,
"eval_accuracy": 0.7907170650361312,
"eval_loss": 0.40277761220932007,
"eval_runtime": 125.8816,
"eval_samples_per_second": 57.165,
"eval_steps_per_second": 0.453,
"step": 788
}
],
"logging_steps": 500,
"max_steps": 985,
"num_input_tokens_seen": 0,
"num_train_epochs": 5,
"save_steps": 500,
"total_flos": 177030409545900.0,
"trial_name": null,
"trial_params": {
"alpha": 0.8077469751146494,
"learning_rate": 1.173971182301033e-05,
"num_train_epochs": 5,
"temperature": 8
}
}
|