File size: 3,414 Bytes
e9d9916 |
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 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 |
{
"best_metric": 0.7817807192807192,
"best_model_checkpoint": "output-no-git/EN-OUTPUT/ON_FS_OUT/XLNetFalseTrue-0-1/TrueFalse-0/train_from_dev_and_test.csv/0/checkpoint-72",
"epoch": 8.0,
"global_step": 72,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"eval_accuracy": 0.7317596673965454,
"eval_f1": 0.6922337227303228,
"eval_f1_binary": 0.8025276461295419,
"eval_f1_weighted": 0.7163753111138428,
"eval_loss": 0.5622926354408264,
"eval_runtime": 1.8244,
"eval_samples_per_second": 255.432,
"eval_steps_per_second": 32.34,
"step": 9
},
{
"epoch": 2.0,
"eval_accuracy": 0.7103004455566406,
"eval_f1": 0.6222324972527637,
"eval_f1_binary": 0.804630969609262,
"eval_f1_weighted": 0.6621566263951731,
"eval_loss": 0.5607165694236755,
"eval_runtime": 1.8304,
"eval_samples_per_second": 254.587,
"eval_steps_per_second": 32.233,
"step": 18
},
{
"epoch": 3.0,
"eval_accuracy": 0.7618025541305542,
"eval_f1": 0.7149061647421942,
"eval_f1_binary": 0.8305343511450382,
"eval_f1_weighted": 0.740215338590027,
"eval_loss": 0.5542925000190735,
"eval_runtime": 1.821,
"eval_samples_per_second": 255.897,
"eval_steps_per_second": 32.399,
"step": 27
},
{
"epoch": 4.0,
"eval_accuracy": 0.7618025541305542,
"eval_f1": 0.7346772332076633,
"eval_f1_binary": 0.8195121951219512,
"eval_f1_weighted": 0.7532462592060696,
"eval_loss": 0.5325024724006653,
"eval_runtime": 1.8314,
"eval_samples_per_second": 254.445,
"eval_steps_per_second": 32.215,
"step": 36
},
{
"epoch": 5.0,
"eval_accuracy": 0.770386278629303,
"eval_f1": 0.7204214256477541,
"eval_f1_binary": 0.8386123680241327,
"eval_f1_weighted": 0.7462915460820687,
"eval_loss": 0.6570885181427002,
"eval_runtime": 1.8193,
"eval_samples_per_second": 256.143,
"eval_steps_per_second": 32.43,
"step": 45
},
{
"epoch": 6.0,
"eval_accuracy": 0.7918455004692078,
"eval_f1": 0.759455072772264,
"eval_f1_binary": 0.847723704866562,
"eval_f1_weighted": 0.7787756746469816,
"eval_loss": 0.619213342666626,
"eval_runtime": 1.8279,
"eval_samples_per_second": 254.931,
"eval_steps_per_second": 32.277,
"step": 54
},
{
"epoch": 7.0,
"eval_accuracy": 0.8004291653633118,
"eval_f1": 0.7741342019543973,
"eval_f1_binary": 0.8511999999999998,
"eval_f1_weighted": 0.7910026813549369,
"eval_loss": 0.6259479522705078,
"eval_runtime": 1.8288,
"eval_samples_per_second": 254.808,
"eval_steps_per_second": 32.261,
"step": 63
},
{
"epoch": 8.0,
"eval_accuracy": 0.8068669438362122,
"eval_f1": 0.7817807192807192,
"eval_f1_binary": 0.8557692307692308,
"eval_f1_weighted": 0.7979756295206938,
"eval_loss": 0.6622598767280579,
"eval_runtime": 1.8334,
"eval_samples_per_second": 254.179,
"eval_steps_per_second": 32.182,
"step": 72
}
],
"max_steps": 81,
"num_train_epochs": 9,
"total_flos": 160672477667328.0,
"trial_name": null,
"trial_params": null
}
|