File size: 3,177 Bytes
93af2de |
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 99 100 101 102 103 104 |
{
"best_metric": 0.007663697935640812,
"best_model_checkpoint": "codebert-base-Password_Strength_Classifier/checkpoint-25113",
"epoch": 3.0,
"global_step": 25113,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.0,
"learning_rate": 1.9999203599729225e-05,
"loss": 1.1098,
"step": 1
},
{
"epoch": 1.0,
"learning_rate": 1.3333333333333333e-05,
"loss": 0.0438,
"step": 8371
},
{
"epoch": 1.0,
"eval_Macro F1": 0.9935141612116123,
"eval_Macro Precision": 0.9907572834685863,
"eval_Macro Recall": 0.9963461893460771,
"eval_Micro F1": 0.9955795164349397,
"eval_Micro Precision": 0.9955795164349397,
"eval_Micro Recall": 0.9955795164349397,
"eval_Weighted F1": 0.9955981682214771,
"eval_Weighted Precision": 0.9956511554693804,
"eval_Weighted Recall": 0.9955795164349397,
"eval_accuracy": 0.9955795164349397,
"eval_loss": 0.011203642003238201,
"eval_runtime": 4218.6885,
"eval_samples_per_second": 31.745,
"eval_steps_per_second": 0.496,
"step": 8371
},
{
"epoch": 2.0,
"learning_rate": 6.666666666666667e-06,
"loss": 0.0133,
"step": 16742
},
{
"epoch": 2.0,
"eval_Macro F1": 0.9950606828761922,
"eval_Macro Precision": 0.9935094748560319,
"eval_Macro Recall": 0.9966331855184408,
"eval_Micro F1": 0.9966473021609593,
"eval_Micro Precision": 0.9966473021609593,
"eval_Micro Recall": 0.9966473021609593,
"eval_Weighted F1": 0.9966547367208318,
"eval_Weighted Precision": 0.9966719846981876,
"eval_Weighted Recall": 0.9966473021609593,
"eval_accuracy": 0.9966473021609593,
"eval_loss": 0.009153525345027447,
"eval_runtime": 4146.8808,
"eval_samples_per_second": 32.295,
"eval_steps_per_second": 0.505,
"step": 16742
},
{
"epoch": 3.0,
"learning_rate": 0.0,
"loss": 0.0067,
"step": 25113
},
{
"epoch": 3.0,
"eval_Macro F1": 0.9962698425655323,
"eval_Macro Precision": 0.9947514976785458,
"eval_Macro Recall": 0.9978107425679793,
"eval_Micro F1": 0.9974686757963591,
"eval_Micro Precision": 0.9974686757963591,
"eval_Micro Recall": 0.9974686757963591,
"eval_Weighted F1": 0.9974744654630983,
"eval_Weighted Precision": 0.9974905219201232,
"eval_Weighted Recall": 0.9974686757963591,
"eval_accuracy": 0.9974686757963591,
"eval_loss": 0.007663697935640812,
"eval_runtime": 4612.4931,
"eval_samples_per_second": 29.035,
"eval_steps_per_second": 0.454,
"step": 25113
},
{
"epoch": 3.0,
"step": 25113,
"total_flos": 2.394979350054543e+16,
"train_loss": 0.021318447113758642,
"train_runtime": 180269.7266,
"train_samples_per_second": 8.915,
"train_steps_per_second": 0.139
}
],
"max_steps": 25113,
"num_train_epochs": 3,
"total_flos": 2.394979350054543e+16,
"trial_name": null,
"trial_params": null
}
|