File size: 7,426 Bytes
1aa6bfe |
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 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 |
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 18.06451612903226,
"global_step": 140,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.9,
"eval_accuracy": 0.7640449438202247,
"eval_f1": 0.0,
"eval_loss": 1.1711010932922363,
"eval_precision": 0.0,
"eval_recall": 0.0,
"eval_runtime": 0.0905,
"eval_samples_per_second": 88.431,
"eval_steps_per_second": 11.054,
"step": 7
},
{
"epoch": 1.94,
"eval_accuracy": 0.7640449438202247,
"eval_f1": 0.0,
"eval_loss": 0.8495532274246216,
"eval_precision": 0.0,
"eval_recall": 0.0,
"eval_runtime": 0.0887,
"eval_samples_per_second": 90.205,
"eval_steps_per_second": 11.276,
"step": 15
},
{
"epoch": 2.97,
"eval_accuracy": 0.846441947565543,
"eval_f1": 0.36,
"eval_loss": 0.6479682922363281,
"eval_precision": 0.34177215189873417,
"eval_recall": 0.38028169014084506,
"eval_runtime": 0.0624,
"eval_samples_per_second": 128.122,
"eval_steps_per_second": 16.015,
"step": 23
},
{
"epoch": 4.0,
"eval_accuracy": 0.8614232209737828,
"eval_f1": 0.4657534246575343,
"eval_loss": 0.5528039932250977,
"eval_precision": 0.4533333333333333,
"eval_recall": 0.4788732394366197,
"eval_runtime": 0.0609,
"eval_samples_per_second": 131.435,
"eval_steps_per_second": 16.429,
"step": 31
},
{
"epoch": 4.9,
"eval_accuracy": 0.8876404494382022,
"eval_f1": 0.543046357615894,
"eval_loss": 0.5004148483276367,
"eval_precision": 0.5125,
"eval_recall": 0.5774647887323944,
"eval_runtime": 0.0771,
"eval_samples_per_second": 103.737,
"eval_steps_per_second": 12.967,
"step": 38
},
{
"epoch": 5.94,
"eval_accuracy": 0.9038701622971286,
"eval_f1": 0.632258064516129,
"eval_loss": 0.46185028553009033,
"eval_precision": 0.5833333333333334,
"eval_recall": 0.6901408450704225,
"eval_runtime": 0.0979,
"eval_samples_per_second": 81.705,
"eval_steps_per_second": 10.213,
"step": 46
},
{
"epoch": 6.97,
"eval_accuracy": 0.8976279650436954,
"eval_f1": 0.6143790849673202,
"eval_loss": 0.4409206807613373,
"eval_precision": 0.573170731707317,
"eval_recall": 0.6619718309859155,
"eval_runtime": 0.0613,
"eval_samples_per_second": 130.58,
"eval_steps_per_second": 16.323,
"step": 54
},
{
"epoch": 8.0,
"eval_accuracy": 0.9038701622971286,
"eval_f1": 0.6540880503144655,
"eval_loss": 0.41902562975883484,
"eval_precision": 0.5909090909090909,
"eval_recall": 0.7323943661971831,
"eval_runtime": 0.0632,
"eval_samples_per_second": 126.495,
"eval_steps_per_second": 15.812,
"step": 62
},
{
"epoch": 8.9,
"eval_accuracy": 0.9088639200998752,
"eval_f1": 0.6075949367088608,
"eval_loss": 0.41402581334114075,
"eval_precision": 0.5517241379310345,
"eval_recall": 0.676056338028169,
"eval_runtime": 0.08,
"eval_samples_per_second": 99.991,
"eval_steps_per_second": 12.499,
"step": 69
},
{
"epoch": 9.94,
"eval_accuracy": 0.9101123595505618,
"eval_f1": 0.6463414634146342,
"eval_loss": 0.4209658205509186,
"eval_precision": 0.5698924731182796,
"eval_recall": 0.7464788732394366,
"eval_runtime": 0.0753,
"eval_samples_per_second": 106.269,
"eval_steps_per_second": 13.284,
"step": 77
},
{
"epoch": 10.97,
"eval_accuracy": 0.9176029962546817,
"eval_f1": 0.6257668711656442,
"eval_loss": 0.4074121415615082,
"eval_precision": 0.5543478260869565,
"eval_recall": 0.7183098591549296,
"eval_runtime": 0.0641,
"eval_samples_per_second": 124.724,
"eval_steps_per_second": 15.591,
"step": 85
},
{
"epoch": 12.0,
"eval_accuracy": 0.9138576779026217,
"eval_f1": 0.6296296296296295,
"eval_loss": 0.4206610321998596,
"eval_precision": 0.5604395604395604,
"eval_recall": 0.7183098591549296,
"eval_runtime": 0.0628,
"eval_samples_per_second": 127.441,
"eval_steps_per_second": 15.93,
"step": 93
},
{
"epoch": 12.9,
"eval_accuracy": 0.9138576779026217,
"eval_f1": 0.6380368098159509,
"eval_loss": 0.41813310980796814,
"eval_precision": 0.5652173913043478,
"eval_recall": 0.7323943661971831,
"eval_runtime": 0.0843,
"eval_samples_per_second": 94.887,
"eval_steps_per_second": 11.861,
"step": 100
},
{
"epoch": 13.94,
"eval_accuracy": 0.9151061173533084,
"eval_f1": 0.6503067484662577,
"eval_loss": 0.42074155807495117,
"eval_precision": 0.5760869565217391,
"eval_recall": 0.7464788732394366,
"eval_runtime": 0.0639,
"eval_samples_per_second": 125.197,
"eval_steps_per_second": 15.65,
"step": 108
},
{
"epoch": 14.97,
"eval_accuracy": 0.9176029962546817,
"eval_f1": 0.6625,
"eval_loss": 0.4188980460166931,
"eval_precision": 0.5955056179775281,
"eval_recall": 0.7464788732394366,
"eval_runtime": 0.0909,
"eval_samples_per_second": 87.963,
"eval_steps_per_second": 10.995,
"step": 116
},
{
"epoch": 16.0,
"eval_accuracy": 0.920099875156055,
"eval_f1": 0.6666666666666666,
"eval_loss": 0.4166664779186249,
"eval_precision": 0.6022727272727273,
"eval_recall": 0.7464788732394366,
"eval_runtime": 0.0772,
"eval_samples_per_second": 103.585,
"eval_steps_per_second": 12.948,
"step": 124
},
{
"epoch": 16.9,
"eval_accuracy": 0.9176029962546817,
"eval_f1": 0.6583850931677019,
"eval_loss": 0.4165511429309845,
"eval_precision": 0.5888888888888889,
"eval_recall": 0.7464788732394366,
"eval_runtime": 0.0861,
"eval_samples_per_second": 92.942,
"eval_steps_per_second": 11.618,
"step": 131
},
{
"epoch": 17.94,
"eval_accuracy": 0.9176029962546817,
"eval_f1": 0.6583850931677019,
"eval_loss": 0.41603589057922363,
"eval_precision": 0.5888888888888889,
"eval_recall": 0.7464788732394366,
"eval_runtime": 0.076,
"eval_samples_per_second": 105.309,
"eval_steps_per_second": 13.164,
"step": 139
},
{
"epoch": 18.06,
"eval_accuracy": 0.9176029962546817,
"eval_f1": 0.6583850931677019,
"eval_loss": 0.4160560369491577,
"eval_precision": 0.5888888888888889,
"eval_recall": 0.7464788732394366,
"eval_runtime": 0.0925,
"eval_samples_per_second": 86.509,
"eval_steps_per_second": 10.814,
"step": 140
},
{
"epoch": 18.06,
"step": 140,
"total_flos": 142823207204352.0,
"train_loss": 0.3585296630859375,
"train_runtime": 632.6175,
"train_samples_per_second": 3.825,
"train_steps_per_second": 0.221
}
],
"max_steps": 140,
"num_train_epochs": 20,
"total_flos": 142823207204352.0,
"trial_name": null,
"trial_params": null
}
|