File size: 2,241 Bytes
454a4f6 |
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 |
{
"best_metric": 0.5995597405020452,
"best_model_checkpoint": "case-analysis-InLegalBERT/checkpoint-448",
"epoch": 2.0,
"eval_steps": 500,
"global_step": 448,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"eval_accuracy": 0.8017817371937639,
"eval_f1_macro": 0.5936102522033613,
"eval_f1_micro": 0.8017817371937639,
"eval_f1_weighted": 0.7819923339877444,
"eval_loss": 0.6545999050140381,
"eval_macro_fpr": 0.09781883735656886,
"eval_macro_sensitivity": 0.6106003826592061,
"eval_macro_specificity": 0.9112420642353884,
"eval_precision": 0.763240968439436,
"eval_precision_macro": 0.5776616905319997,
"eval_recall": 0.8017817371937639,
"eval_recall_macro": 0.6106003826592061,
"eval_runtime": 9.2925,
"eval_samples_per_second": 48.318,
"eval_steps_per_second": 6.134,
"eval_weighted_fpr": 0.07613344739093242,
"eval_weighted_sensitivity": 0.8017817371937639,
"eval_weighted_specificity": 0.84318651974779,
"step": 224
},
{
"epoch": 2.0,
"eval_accuracy": 0.8129175946547884,
"eval_f1_macro": 0.5995597405020452,
"eval_f1_micro": 0.8129175946547884,
"eval_f1_weighted": 0.7925821933419933,
"eval_loss": 0.6830806732177734,
"eval_macro_fpr": 0.0922965769071398,
"eval_macro_sensitivity": 0.615426637485461,
"eval_macro_specificity": 0.9170902440637451,
"eval_precision": 0.7732439444566204,
"eval_precision_macro": 0.5844969763606377,
"eval_recall": 0.8129175946547884,
"eval_recall_macro": 0.615426637485461,
"eval_runtime": 36.5377,
"eval_samples_per_second": 12.289,
"eval_steps_per_second": 1.56,
"eval_weighted_fpr": 0.07124681933842239,
"eval_weighted_sensitivity": 0.8129175946547884,
"eval_weighted_specificity": 0.8554433816001921,
"step": 448
}
],
"logging_steps": 500,
"max_steps": 6720,
"num_input_tokens_seen": 0,
"num_train_epochs": 30,
"save_steps": 500,
"total_flos": 943006955864064.0,
"train_batch_size": 8,
"trial_name": null,
"trial_params": null
}
|