File size: 4,180 Bytes
6bf577b |
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 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 |
{
"best_metric": 0.18199852108955383,
"best_model_checkpoint": "outputs/bart-base-detox/checkpoint-1620",
"epoch": 11.995391705069125,
"global_step": 1620,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"learning_rate": 9e-06,
"loss": 0.5633,
"step": 135
},
{
"epoch": 1.0,
"eval_loss": 0.25235414505004883,
"eval_runtime": 12.2006,
"eval_samples_per_second": 254.085,
"eval_steps_per_second": 31.802,
"step": 135
},
{
"epoch": 2.0,
"learning_rate": 8.000000000000001e-06,
"loss": 0.2589,
"step": 270
},
{
"epoch": 2.0,
"eval_loss": 0.21927106380462646,
"eval_runtime": 11.2792,
"eval_samples_per_second": 274.842,
"eval_steps_per_second": 34.4,
"step": 270
},
{
"epoch": 3.0,
"learning_rate": 7e-06,
"loss": 0.2307,
"step": 405
},
{
"epoch": 3.0,
"eval_loss": 0.19929151237010956,
"eval_runtime": 11.2313,
"eval_samples_per_second": 276.016,
"eval_steps_per_second": 34.546,
"step": 405
},
{
"epoch": 4.0,
"learning_rate": 6e-06,
"loss": 0.2171,
"step": 540
},
{
"epoch": 4.0,
"eval_loss": 0.20016591250896454,
"eval_runtime": 11.0923,
"eval_samples_per_second": 279.473,
"eval_steps_per_second": 34.979,
"step": 540
},
{
"epoch": 5.0,
"learning_rate": 5e-06,
"loss": 0.2027,
"step": 675
},
{
"epoch": 5.0,
"eval_loss": 0.19366399943828583,
"eval_runtime": 11.2232,
"eval_samples_per_second": 276.213,
"eval_steps_per_second": 34.571,
"step": 675
},
{
"epoch": 6.0,
"learning_rate": 4.000000000000001e-06,
"loss": 0.1946,
"step": 810
},
{
"epoch": 6.0,
"eval_loss": 0.19715721905231476,
"eval_runtime": 11.2739,
"eval_samples_per_second": 274.973,
"eval_steps_per_second": 34.416,
"step": 810
},
{
"epoch": 7.0,
"learning_rate": 3e-06,
"loss": 0.1874,
"step": 945
},
{
"epoch": 7.0,
"eval_loss": 0.19172348082065582,
"eval_runtime": 11.1804,
"eval_samples_per_second": 277.27,
"eval_steps_per_second": 34.704,
"step": 945
},
{
"epoch": 8.0,
"learning_rate": 2.0000000000000003e-06,
"loss": 0.1853,
"step": 1080
},
{
"epoch": 8.0,
"eval_loss": 0.1867838054895401,
"eval_runtime": 11.2543,
"eval_samples_per_second": 275.451,
"eval_steps_per_second": 34.476,
"step": 1080
},
{
"epoch": 9.0,
"learning_rate": 1.0000000000000002e-06,
"loss": 0.1811,
"step": 1215
},
{
"epoch": 9.0,
"eval_loss": 0.18896569311618805,
"eval_runtime": 11.6639,
"eval_samples_per_second": 265.777,
"eval_steps_per_second": 33.265,
"step": 1215
},
{
"epoch": 10.0,
"learning_rate": 0.0,
"loss": 0.1776,
"step": 1350
},
{
"epoch": 10.0,
"eval_loss": 0.18712429702281952,
"eval_runtime": 11.9321,
"eval_samples_per_second": 259.803,
"eval_steps_per_second": 32.517,
"step": 1350
},
{
"epoch": 11.0,
"learning_rate": 4.5e-06,
"loss": 0.1798,
"step": 1485
},
{
"epoch": 11.0,
"eval_loss": 0.18577729165554047,
"eval_runtime": 11.5191,
"eval_samples_per_second": 269.117,
"eval_steps_per_second": 33.683,
"step": 1485
},
{
"epoch": 12.0,
"learning_rate": 4.000000000000001e-06,
"loss": 0.1745,
"step": 1620
},
{
"epoch": 12.0,
"eval_loss": 0.18199852108955383,
"eval_runtime": 11.54,
"eval_samples_per_second": 268.63,
"eval_steps_per_second": 33.622,
"step": 1620
}
],
"max_steps": 2700,
"num_train_epochs": 20,
"total_flos": 6458285693583360.0,
"trial_name": null,
"trial_params": null
}
|