File size: 3,974 Bytes
06b0bec 1de3384 06b0bec 1de3384 06b0bec 1de3384 06b0bec 1de3384 06b0bec |
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 99 100 101 102 103 104 105 106 107 |
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 3.0,
"global_step": 3000,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.5,
"learning_rate": 1.6686666666666667e-05,
"loss": 0.4204,
"step": 500
},
{
"epoch": 1.0,
"learning_rate": 1.3353333333333333e-05,
"loss": 0.3196,
"step": 1000
},
{
"epoch": 1.0,
"eval_accuracy": 0.89025,
"eval_classification_report": " precision recall f1-score support\n0 0.908031 0.951485 0.929251 3030.00000\n1 0.821818 0.698969 0.755432 970.00000\naccuracy 0.890250 0.890250 0.890250 0.89025\nmacro avg 0.864925 0.825227 0.842341 4000.00000\nweighted avg 0.887125 0.890250 0.887100 4000.00000",
"eval_confusion_matrix": "[[2883 147]\n [ 292 678]]",
"eval_confusion_matrix_norm": "[[0.95148515 0.04851485]\n [0.30103093 0.69896907]]",
"eval_f1": 0.7554317548746518,
"eval_f1_macro": 0.8423411796129907,
"eval_f1_weighted": 0.8870995333532351,
"eval_loss": 0.2972576320171356,
"eval_runtime": 9.6365,
"eval_samples_per_second": 415.089,
"eval_steps_per_second": 25.943,
"step": 1000
},
{
"epoch": 1.5,
"learning_rate": 1.002e-05,
"loss": 0.2671,
"step": 1500
},
{
"epoch": 2.0,
"learning_rate": 6.6866666666666665e-06,
"loss": 0.2447,
"step": 2000
},
{
"epoch": 2.0,
"eval_accuracy": 0.8885,
"eval_classification_report": " precision recall f1-score support\n0 0.917582 0.936964 0.927172 3030.0000\n1 0.789183 0.737113 0.762260 970.0000\naccuracy 0.888500 0.888500 0.888500 0.8885\nmacro avg 0.853383 0.837039 0.844716 4000.0000\nweighted avg 0.886446 0.888500 0.887181 4000.0000",
"eval_confusion_matrix": "[[2839 191]\n [ 255 715]]",
"eval_confusion_matrix_norm": "[[0.9369637 0.0630363]\n [0.2628866 0.7371134]]",
"eval_f1": 0.7622601279317698,
"eval_f1_macro": 0.8447159555400194,
"eval_f1_weighted": 0.887180706758268,
"eval_loss": 0.3277442157268524,
"eval_runtime": 9.6604,
"eval_samples_per_second": 414.059,
"eval_steps_per_second": 25.879,
"step": 2000
},
{
"epoch": 2.5,
"learning_rate": 3.3600000000000004e-06,
"loss": 0.2056,
"step": 2500
},
{
"epoch": 3.0,
"learning_rate": 2.6666666666666667e-08,
"loss": 0.2037,
"step": 3000
},
{
"epoch": 3.0,
"eval_accuracy": 0.88675,
"eval_classification_report": " precision recall f1-score support\n0 0.925950 0.924422 0.925186 3030.00000\n1 0.765128 0.769072 0.767095 970.00000\naccuracy 0.886750 0.886750 0.886750 0.88675\nmacro avg 0.845539 0.846747 0.846140 4000.00000\nweighted avg 0.886951 0.886750 0.886849 4000.00000",
"eval_confusion_matrix": "[[2801 229]\n [ 224 746]]",
"eval_confusion_matrix_norm": "[[0.92442244 0.07557756]\n [0.23092784 0.76907216]]",
"eval_f1": 0.7670951156812339,
"eval_f1_macro": 0.8461404562716657,
"eval_f1_weighted": 0.886848806675738,
"eval_loss": 0.33370330929756165,
"eval_runtime": 9.6495,
"eval_samples_per_second": 414.529,
"eval_steps_per_second": 25.908,
"step": 3000
},
{
"epoch": 3.0,
"step": 3000,
"total_flos": 1.262933065728e+16,
"train_loss": 0.276834108988444,
"train_runtime": 431.6054,
"train_samples_per_second": 111.213,
"train_steps_per_second": 6.951
}
],
"max_steps": 3000,
"num_train_epochs": 3,
"total_flos": 1.262933065728e+16,
"trial_name": null,
"trial_params": null
}
|