File size: 2,510 Bytes
074cbdb |
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 |
{
"best_metric": 0.8860927152317881,
"best_model_checkpoint": "./outputs/electra-base-uncased/fine_tuned_models/checkpoint-36816",
"epoch": 5.0,
"global_step": 61360,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"learning_rate": 1.7388593694651082e-05,
"loss": 0.4571,
"step": 12272
},
{
"epoch": 1.0,
"eval_accuracy": 0.8808965868568518,
"eval_loss": 0.3177725374698639,
"eval_runtime": 24.4511,
"eval_samples_per_second": 401.414,
"eval_steps_per_second": 50.182,
"step": 12272
},
{
"epoch": 2.0,
"learning_rate": 1.3041445270988312e-05,
"loss": 0.2786,
"step": 24544
},
{
"epoch": 2.0,
"eval_accuracy": 0.8843606724401426,
"eval_loss": 0.3345130681991577,
"eval_runtime": 24.46,
"eval_samples_per_second": 401.267,
"eval_steps_per_second": 50.163,
"step": 24544
},
{
"epoch": 3.0,
"learning_rate": 8.694296847325541e-06,
"loss": 0.1852,
"step": 36816
},
{
"epoch": 3.0,
"eval_accuracy": 0.8860927152317881,
"eval_loss": 0.41067004203796387,
"eval_runtime": 24.4548,
"eval_samples_per_second": 401.352,
"eval_steps_per_second": 50.174,
"step": 36816
},
{
"epoch": 4.0,
"learning_rate": 4.3471484236627705e-06,
"loss": 0.1257,
"step": 49088
},
{
"epoch": 4.0,
"eval_accuracy": 0.8854814060112073,
"eval_loss": 0.4864971339702606,
"eval_runtime": 24.4819,
"eval_samples_per_second": 400.909,
"eval_steps_per_second": 50.119,
"step": 49088
},
{
"epoch": 5.0,
"learning_rate": 0.0,
"loss": 0.0892,
"step": 61360
},
{
"epoch": 5.0,
"eval_accuracy": 0.8858889454915945,
"eval_loss": 0.5802900791168213,
"eval_runtime": 24.5033,
"eval_samples_per_second": 400.558,
"eval_steps_per_second": 50.075,
"step": 61360
},
{
"epoch": 5.0,
"step": 61360,
"total_flos": 1.6510003421181696e+17,
"train_loss": 0.2271464799187174,
"train_runtime": 13411.6836,
"train_samples_per_second": 146.403,
"train_steps_per_second": 4.575
}
],
"max_steps": 61360,
"num_train_epochs": 5,
"total_flos": 1.6510003421181696e+17,
"trial_name": null,
"trial_params": null
}
|