File size: 2,891 Bytes
719f5ba |
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 |
{
"best_metric": 0.8268827257542107,
"best_model_checkpoint": "/content/result/unsup-simcse-roberta-large-facebook-election-ads",
"epoch": 5.0,
"global_step": 1425,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.44,
"eval_avg_sts": 0.7713986248458491,
"eval_sickr_spearman": 0.7196138734589604,
"eval_stsb_spearman": 0.8231833762327377,
"step": 125
},
{
"epoch": 0.88,
"eval_avg_sts": 0.7816935841568983,
"eval_sickr_spearman": 0.7365044425595858,
"eval_stsb_spearman": 0.8268827257542107,
"step": 250
},
{
"epoch": 1.32,
"eval_avg_sts": 0.7645407603583253,
"eval_sickr_spearman": 0.7141448601248113,
"eval_stsb_spearman": 0.8149366605918393,
"step": 375
},
{
"epoch": 1.75,
"learning_rate": 3.24561403508772e-05,
"loss": 0.0019,
"step": 500
},
{
"epoch": 1.75,
"eval_avg_sts": 0.7604863072298488,
"eval_sickr_spearman": 0.7226733585583653,
"eval_stsb_spearman": 0.7982992559013322,
"step": 500
},
{
"epoch": 2.19,
"eval_avg_sts": 0.7556532453851812,
"eval_sickr_spearman": 0.7095467467219377,
"eval_stsb_spearman": 0.8017597440484248,
"step": 625
},
{
"epoch": 2.63,
"eval_avg_sts": 0.7581763481027948,
"eval_sickr_spearman": 0.7125405183600657,
"eval_stsb_spearman": 0.803812177845524,
"step": 750
},
{
"epoch": 3.07,
"eval_avg_sts": 0.7366916009615327,
"eval_sickr_spearman": 0.6934594017306621,
"eval_stsb_spearman": 0.7799238001924034,
"step": 875
},
{
"epoch": 3.51,
"learning_rate": 1.4912280701754386e-05,
"loss": 0.0011,
"step": 1000
},
{
"epoch": 3.51,
"eval_avg_sts": 0.7261565018963125,
"eval_sickr_spearman": 0.6887153218105183,
"eval_stsb_spearman": 0.7635976819821068,
"step": 1000
},
{
"epoch": 3.95,
"eval_avg_sts": 0.73942694473879,
"eval_sickr_spearman": 0.699325680304806,
"eval_stsb_spearman": 0.7795282091727741,
"step": 1125
},
{
"epoch": 4.39,
"eval_avg_sts": 0.7486781326241809,
"eval_sickr_spearman": 0.707213684000683,
"eval_stsb_spearman": 0.7901425812476789,
"step": 1250
},
{
"epoch": 4.82,
"eval_avg_sts": 0.753180147484883,
"eval_sickr_spearman": 0.7108770641384692,
"eval_stsb_spearman": 0.7954832308312969,
"step": 1375
},
{
"epoch": 5.0,
"step": 1425,
"train_runtime": 3104.0027,
"train_samples_per_second": 0.459
}
],
"max_steps": 1425,
"num_train_epochs": 5,
"total_flos": 12419737766461440,
"trial_name": null,
"trial_params": null
}
|