Commit
·
fd5a690
1
Parent(s):
f483fa5
Training in progress, epoch 0
Browse files- .gitignore +1 -0
- __test_results.json +374 -0
- _test_results.json +358 -0
- config.json +31 -0
- pytorch_model.bin +3 -0
- runs/May29_10-12-23_labserver/events.out.tfevents.1716977562.labserver.1304610.0 +3 -0
- runs/May29_10-13-41_labserver/events.out.tfevents.1716977626.labserver.1304610.1 +3 -0
- runs/May29_12-40-41_labserver/events.out.tfevents.1716986446.labserver.2018182.0 +3 -0
- runs/May29_12-42-29_labserver/events.out.tfevents.1716986552.labserver.2022953.0 +3 -0
- runs/May29_16-46-16_labserver/events.out.tfevents.1717001180.labserver.2252645.0 +3 -0
- runs/May29_16-47-09_labserver/events.out.tfevents.1717001232.labserver.2254759.0 +3 -0
- runs/May29_16-47-50_labserver/events.out.tfevents.1717001274.labserver.2256391.0 +3 -0
- test_results.json +364 -0
- training_args.bin +3 -0
.gitignore
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
checkpoint-*/
|
__test_results.json
ADDED
|
@@ -0,0 +1,374 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"test_loss": 6.746676445007324,
|
| 3 |
+
"test_precision": 0.0,
|
| 4 |
+
"test_recall": 0.0,
|
| 5 |
+
"test_f1": 0.0,
|
| 6 |
+
"test_accuracy": 0.1581976182813003,
|
| 7 |
+
"test_slue_scores": {
|
| 8 |
+
"0": {
|
| 9 |
+
"precision": 0.0,
|
| 10 |
+
"recall": 0.0,
|
| 11 |
+
"fscore": 0.0
|
| 12 |
+
},
|
| 13 |
+
"DATETIME": {
|
| 14 |
+
"precision": 0.0,
|
| 15 |
+
"recall": 0.0,
|
| 16 |
+
"fscore": 0.0
|
| 17 |
+
},
|
| 18 |
+
"DISEASESYMTOM": {
|
| 19 |
+
"precision": 0.0,
|
| 20 |
+
"recall": 0.0,
|
| 21 |
+
"fscore": 0.0
|
| 22 |
+
},
|
| 23 |
+
"dum": {
|
| 24 |
+
"precision": 0.1581976182813003,
|
| 25 |
+
"recall": 1.0,
|
| 26 |
+
"fscore": 0.27317897357802656
|
| 27 |
+
},
|
| 28 |
+
"ORGAN": {
|
| 29 |
+
"precision": 0.0,
|
| 30 |
+
"recall": 0.0,
|
| 31 |
+
"fscore": 0.0
|
| 32 |
+
},
|
| 33 |
+
"DRUGCHEMICAL": {
|
| 34 |
+
"precision": 0.0,
|
| 35 |
+
"recall": 0.0,
|
| 36 |
+
"fscore": 0.0
|
| 37 |
+
},
|
| 38 |
+
"AGE": {
|
| 39 |
+
"precision": 0.0,
|
| 40 |
+
"recall": 0.0,
|
| 41 |
+
"fscore": 0.0
|
| 42 |
+
},
|
| 43 |
+
"LOCATION": {
|
| 44 |
+
"precision": 0.0,
|
| 45 |
+
"recall": 0.0,
|
| 46 |
+
"fscore": 0.0
|
| 47 |
+
},
|
| 48 |
+
"SURGERY": {
|
| 49 |
+
"precision": 0.0,
|
| 50 |
+
"recall": 0.0,
|
| 51 |
+
"fscore": 0.0
|
| 52 |
+
},
|
| 53 |
+
"OCCUPATION": {
|
| 54 |
+
"precision": 0.0,
|
| 55 |
+
"recall": 0.0,
|
| 56 |
+
"fscore": 0.0
|
| 57 |
+
},
|
| 58 |
+
"MEDDEVICETECHNIQUE": {
|
| 59 |
+
"precision": 0.0,
|
| 60 |
+
"recall": 0.0,
|
| 61 |
+
"fscore": 0.0
|
| 62 |
+
},
|
| 63 |
+
"TREATMENT": {
|
| 64 |
+
"precision": 0.0,
|
| 65 |
+
"recall": 0.0,
|
| 66 |
+
"fscore": 0.0
|
| 67 |
+
},
|
| 68 |
+
"DIAGNOSTICS": {
|
| 69 |
+
"precision": 0.0,
|
| 70 |
+
"recall": 0.0,
|
| 71 |
+
"fscore": 0.0
|
| 72 |
+
},
|
| 73 |
+
"UNITCALIBRATOR": {
|
| 74 |
+
"precision": 0.0,
|
| 75 |
+
"recall": 0.0,
|
| 76 |
+
"fscore": 0.0
|
| 77 |
+
},
|
| 78 |
+
"GENDER": {
|
| 79 |
+
"precision": 0.0,
|
| 80 |
+
"recall": 0.0,
|
| 81 |
+
"fscore": 0.0
|
| 82 |
+
},
|
| 83 |
+
"ORGANIZATION": {
|
| 84 |
+
"precision": 0.0,
|
| 85 |
+
"recall": 0.0,
|
| 86 |
+
"fscore": 0.0
|
| 87 |
+
},
|
| 88 |
+
"PERSONALCARE": {
|
| 89 |
+
"precision": 0.0,
|
| 90 |
+
"recall": 0.0,
|
| 91 |
+
"fscore": 0.0
|
| 92 |
+
},
|
| 93 |
+
"FOODDRINK": {
|
| 94 |
+
"precision": 0.0,
|
| 95 |
+
"recall": 0.0,
|
| 96 |
+
"fscore": 0.0
|
| 97 |
+
},
|
| 98 |
+
"TRANSPORTATION": {
|
| 99 |
+
"precision": 0.0,
|
| 100 |
+
"recall": 0.0,
|
| 101 |
+
"fscore": 0.0
|
| 102 |
+
},
|
| 103 |
+
"PREVENTIVEMED": {
|
| 104 |
+
"precision": 0.0,
|
| 105 |
+
"recall": 0.0,
|
| 106 |
+
"fscore": 0.0
|
| 107 |
+
},
|
| 108 |
+
"overall_micro": {
|
| 109 |
+
"precision": 0.1581976182813003,
|
| 110 |
+
"recall": 0.1581976182813003,
|
| 111 |
+
"fscore": 0.1581976182813003
|
| 112 |
+
},
|
| 113 |
+
"overall_macro": {
|
| 114 |
+
"precision": 0.007909880914065016,
|
| 115 |
+
"recall": 0.05,
|
| 116 |
+
"fscore": 0.013658948678901328
|
| 117 |
+
}
|
| 118 |
+
},
|
| 119 |
+
"test_dummy_slue_scores": {
|
| 120 |
+
"0": {
|
| 121 |
+
"precision": 0.0,
|
| 122 |
+
"recall": 0.0,
|
| 123 |
+
"fscore": 0.0
|
| 124 |
+
},
|
| 125 |
+
"DATETIME": {
|
| 126 |
+
"precision": 0.0,
|
| 127 |
+
"recall": 0.0,
|
| 128 |
+
"fscore": 0.0
|
| 129 |
+
},
|
| 130 |
+
"DISEASESYMTOM": {
|
| 131 |
+
"precision": 0.0,
|
| 132 |
+
"recall": 0.0,
|
| 133 |
+
"fscore": 0.0
|
| 134 |
+
},
|
| 135 |
+
"dum": {
|
| 136 |
+
"precision": 0.1581976182813003,
|
| 137 |
+
"recall": 1.0,
|
| 138 |
+
"fscore": 0.27317897357802656
|
| 139 |
+
},
|
| 140 |
+
"ORGAN": {
|
| 141 |
+
"precision": 0.0,
|
| 142 |
+
"recall": 0.0,
|
| 143 |
+
"fscore": 0.0
|
| 144 |
+
},
|
| 145 |
+
"DRUGCHEMICAL": {
|
| 146 |
+
"precision": 0.0,
|
| 147 |
+
"recall": 0.0,
|
| 148 |
+
"fscore": 0.0
|
| 149 |
+
},
|
| 150 |
+
"AGE": {
|
| 151 |
+
"precision": 0.0,
|
| 152 |
+
"recall": 0.0,
|
| 153 |
+
"fscore": 0.0
|
| 154 |
+
},
|
| 155 |
+
"LOCATION": {
|
| 156 |
+
"precision": 0.0,
|
| 157 |
+
"recall": 0.0,
|
| 158 |
+
"fscore": 0.0
|
| 159 |
+
},
|
| 160 |
+
"SURGERY": {
|
| 161 |
+
"precision": 0.0,
|
| 162 |
+
"recall": 0.0,
|
| 163 |
+
"fscore": 0.0
|
| 164 |
+
},
|
| 165 |
+
"OCCUPATION": {
|
| 166 |
+
"precision": 0.0,
|
| 167 |
+
"recall": 0.0,
|
| 168 |
+
"fscore": 0.0
|
| 169 |
+
},
|
| 170 |
+
"MEDDEVICETECHNIQUE": {
|
| 171 |
+
"precision": 0.0,
|
| 172 |
+
"recall": 0.0,
|
| 173 |
+
"fscore": 0.0
|
| 174 |
+
},
|
| 175 |
+
"TREATMENT": {
|
| 176 |
+
"precision": 0.0,
|
| 177 |
+
"recall": 0.0,
|
| 178 |
+
"fscore": 0.0
|
| 179 |
+
},
|
| 180 |
+
"DIAGNOSTICS": {
|
| 181 |
+
"precision": 0.0,
|
| 182 |
+
"recall": 0.0,
|
| 183 |
+
"fscore": 0.0
|
| 184 |
+
},
|
| 185 |
+
"UNITCALIBRATOR": {
|
| 186 |
+
"precision": 0.0,
|
| 187 |
+
"recall": 0.0,
|
| 188 |
+
"fscore": 0.0
|
| 189 |
+
},
|
| 190 |
+
"GENDER": {
|
| 191 |
+
"precision": 0.0,
|
| 192 |
+
"recall": 0.0,
|
| 193 |
+
"fscore": 0.0
|
| 194 |
+
},
|
| 195 |
+
"ORGANIZATION": {
|
| 196 |
+
"precision": 0.0,
|
| 197 |
+
"recall": 0.0,
|
| 198 |
+
"fscore": 0.0
|
| 199 |
+
},
|
| 200 |
+
"PERSONALCARE": {
|
| 201 |
+
"precision": 0.0,
|
| 202 |
+
"recall": 0.0,
|
| 203 |
+
"fscore": 0.0
|
| 204 |
+
},
|
| 205 |
+
"FOODDRINK": {
|
| 206 |
+
"precision": 0.0,
|
| 207 |
+
"recall": 0.0,
|
| 208 |
+
"fscore": 0.0
|
| 209 |
+
},
|
| 210 |
+
"TRANSPORTATION": {
|
| 211 |
+
"precision": 0.0,
|
| 212 |
+
"recall": 0.0,
|
| 213 |
+
"fscore": 0.0
|
| 214 |
+
},
|
| 215 |
+
"PREVENTIVEMED": {
|
| 216 |
+
"precision": 0.0,
|
| 217 |
+
"recall": 0.0,
|
| 218 |
+
"fscore": 0.0
|
| 219 |
+
},
|
| 220 |
+
"overall_micro": {
|
| 221 |
+
"precision": 0.1581976182813003,
|
| 222 |
+
"recall": 0.1581976182813003,
|
| 223 |
+
"fscore": 0.1581976182813003
|
| 224 |
+
},
|
| 225 |
+
"overall_macro": {
|
| 226 |
+
"precision": 0.007909880914065016,
|
| 227 |
+
"recall": 0.05,
|
| 228 |
+
"fscore": 0.013658948678901328
|
| 229 |
+
}
|
| 230 |
+
},
|
| 231 |
+
"test_results": {
|
| 232 |
+
"AGE": {
|
| 233 |
+
"precision": 0.0,
|
| 234 |
+
"recall": 0.0,
|
| 235 |
+
"f1-score": 0.0,
|
| 236 |
+
"support": 0
|
| 237 |
+
},
|
| 238 |
+
"DATETIME": {
|
| 239 |
+
"precision": 0.0,
|
| 240 |
+
"recall": 0.0,
|
| 241 |
+
"f1-score": 0.0,
|
| 242 |
+
"support": 0
|
| 243 |
+
},
|
| 244 |
+
"DIAGNOSTICS": {
|
| 245 |
+
"precision": 0.0,
|
| 246 |
+
"recall": 0.0,
|
| 247 |
+
"f1-score": 0.0,
|
| 248 |
+
"support": 0
|
| 249 |
+
},
|
| 250 |
+
"DISEASESYMTOM": {
|
| 251 |
+
"precision": 0.0,
|
| 252 |
+
"recall": 0.0,
|
| 253 |
+
"f1-score": 0.0,
|
| 254 |
+
"support": 0
|
| 255 |
+
},
|
| 256 |
+
"DRUGCHEMICAL": {
|
| 257 |
+
"precision": 0.0,
|
| 258 |
+
"recall": 0.0,
|
| 259 |
+
"f1-score": 0.0,
|
| 260 |
+
"support": 0
|
| 261 |
+
},
|
| 262 |
+
"FOODDRINK": {
|
| 263 |
+
"precision": 0.0,
|
| 264 |
+
"recall": 0.0,
|
| 265 |
+
"f1-score": 0.0,
|
| 266 |
+
"support": 0
|
| 267 |
+
},
|
| 268 |
+
"GENDER": {
|
| 269 |
+
"precision": 0.0,
|
| 270 |
+
"recall": 0.0,
|
| 271 |
+
"f1-score": 0.0,
|
| 272 |
+
"support": 0
|
| 273 |
+
},
|
| 274 |
+
"LOCATION": {
|
| 275 |
+
"precision": 0.0,
|
| 276 |
+
"recall": 0.0,
|
| 277 |
+
"f1-score": 0.0,
|
| 278 |
+
"support": 0
|
| 279 |
+
},
|
| 280 |
+
"MEDDEVICETECHNIQUE": {
|
| 281 |
+
"precision": 0.0,
|
| 282 |
+
"recall": 0.0,
|
| 283 |
+
"f1-score": 0.0,
|
| 284 |
+
"support": 0
|
| 285 |
+
},
|
| 286 |
+
"OCCUPATION": {
|
| 287 |
+
"precision": 0.0,
|
| 288 |
+
"recall": 0.0,
|
| 289 |
+
"f1-score": 0.0,
|
| 290 |
+
"support": 0
|
| 291 |
+
},
|
| 292 |
+
"ORGAN": {
|
| 293 |
+
"precision": 0.0,
|
| 294 |
+
"recall": 0.0,
|
| 295 |
+
"f1-score": 0.0,
|
| 296 |
+
"support": 0
|
| 297 |
+
},
|
| 298 |
+
"ORGANIZATION": {
|
| 299 |
+
"precision": 0.0,
|
| 300 |
+
"recall": 0.0,
|
| 301 |
+
"f1-score": 0.0,
|
| 302 |
+
"support": 0
|
| 303 |
+
},
|
| 304 |
+
"PERSONALCARE": {
|
| 305 |
+
"precision": 0.0,
|
| 306 |
+
"recall": 0.0,
|
| 307 |
+
"f1-score": 0.0,
|
| 308 |
+
"support": 0
|
| 309 |
+
},
|
| 310 |
+
"PREVENTIVEMED": {
|
| 311 |
+
"precision": 0.0,
|
| 312 |
+
"recall": 0.0,
|
| 313 |
+
"f1-score": 0.0,
|
| 314 |
+
"support": 0
|
| 315 |
+
},
|
| 316 |
+
"SURGERY": {
|
| 317 |
+
"precision": 0.0,
|
| 318 |
+
"recall": 0.0,
|
| 319 |
+
"f1-score": 0.0,
|
| 320 |
+
"support": 0
|
| 321 |
+
},
|
| 322 |
+
"TRANSPORTATION": {
|
| 323 |
+
"precision": 0.0,
|
| 324 |
+
"recall": 0.0,
|
| 325 |
+
"f1-score": 0.0,
|
| 326 |
+
"support": 0
|
| 327 |
+
},
|
| 328 |
+
"TREATMENT": {
|
| 329 |
+
"precision": 0.0,
|
| 330 |
+
"recall": 0.0,
|
| 331 |
+
"f1-score": 0.0,
|
| 332 |
+
"support": 0
|
| 333 |
+
},
|
| 334 |
+
"UNITCALIBRATOR": {
|
| 335 |
+
"precision": 0.0,
|
| 336 |
+
"recall": 0.0,
|
| 337 |
+
"f1-score": 0.0,
|
| 338 |
+
"support": 0
|
| 339 |
+
},
|
| 340 |
+
"_": {
|
| 341 |
+
"precision": 0.0,
|
| 342 |
+
"recall": 0.0,
|
| 343 |
+
"f1-score": 0.0,
|
| 344 |
+
"support": 0
|
| 345 |
+
},
|
| 346 |
+
"um": {
|
| 347 |
+
"precision": 0.0,
|
| 348 |
+
"recall": 0.0,
|
| 349 |
+
"f1-score": 0.0,
|
| 350 |
+
"support": 3497
|
| 351 |
+
},
|
| 352 |
+
"micro avg": {
|
| 353 |
+
"precision": 0.0,
|
| 354 |
+
"recall": 0.0,
|
| 355 |
+
"f1-score": 0.0,
|
| 356 |
+
"support": 3497
|
| 357 |
+
},
|
| 358 |
+
"macro avg": {
|
| 359 |
+
"precision": 0.0,
|
| 360 |
+
"recall": 0.0,
|
| 361 |
+
"f1-score": 0.0,
|
| 362 |
+
"support": 3497
|
| 363 |
+
},
|
| 364 |
+
"weighted avg": {
|
| 365 |
+
"precision": 0.0,
|
| 366 |
+
"recall": 0.0,
|
| 367 |
+
"f1-score": 0.0,
|
| 368 |
+
"support": 3497
|
| 369 |
+
}
|
| 370 |
+
},
|
| 371 |
+
"test_runtime": 115.6893,
|
| 372 |
+
"test_samples_per_second": 30.228,
|
| 373 |
+
"test_steps_per_second": 0.242
|
| 374 |
+
}
|
_test_results.json
ADDED
|
@@ -0,0 +1,358 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"test_loss": 6.746676445007324,
|
| 3 |
+
"test_precision": 0.0,
|
| 4 |
+
"test_recall": 0.0,
|
| 5 |
+
"test_f1": 0.0,
|
| 6 |
+
"test_accuracy": 0.8186160283231413,
|
| 7 |
+
"test_slue_scores": {
|
| 8 |
+
"0": {
|
| 9 |
+
"precision": 0.8186160283231413,
|
| 10 |
+
"recall": 1.0,
|
| 11 |
+
"fscore": 0.9002626344143112
|
| 12 |
+
},
|
| 13 |
+
"DATETIME": {
|
| 14 |
+
"precision": 0.0,
|
| 15 |
+
"recall": 0.0,
|
| 16 |
+
"fscore": 0.0
|
| 17 |
+
},
|
| 18 |
+
"DISEASESYMTOM": {
|
| 19 |
+
"precision": 0.0,
|
| 20 |
+
"recall": 0.0,
|
| 21 |
+
"fscore": 0.0
|
| 22 |
+
},
|
| 23 |
+
"ORGAN": {
|
| 24 |
+
"precision": 0.0,
|
| 25 |
+
"recall": 0.0,
|
| 26 |
+
"fscore": 0.0
|
| 27 |
+
},
|
| 28 |
+
"DRUGCHEMICAL": {
|
| 29 |
+
"precision": 0.0,
|
| 30 |
+
"recall": 0.0,
|
| 31 |
+
"fscore": 0.0
|
| 32 |
+
},
|
| 33 |
+
"AGE": {
|
| 34 |
+
"precision": 0.0,
|
| 35 |
+
"recall": 0.0,
|
| 36 |
+
"fscore": 0.0
|
| 37 |
+
},
|
| 38 |
+
"LOCATION": {
|
| 39 |
+
"precision": 0.0,
|
| 40 |
+
"recall": 0.0,
|
| 41 |
+
"fscore": 0.0
|
| 42 |
+
},
|
| 43 |
+
"SURGERY": {
|
| 44 |
+
"precision": 0.0,
|
| 45 |
+
"recall": 0.0,
|
| 46 |
+
"fscore": 0.0
|
| 47 |
+
},
|
| 48 |
+
"OCCUPATION": {
|
| 49 |
+
"precision": 0.0,
|
| 50 |
+
"recall": 0.0,
|
| 51 |
+
"fscore": 0.0
|
| 52 |
+
},
|
| 53 |
+
"MEDDEVICETECHNIQUE": {
|
| 54 |
+
"precision": 0.0,
|
| 55 |
+
"recall": 0.0,
|
| 56 |
+
"fscore": 0.0
|
| 57 |
+
},
|
| 58 |
+
"TREATMENT": {
|
| 59 |
+
"precision": 0.0,
|
| 60 |
+
"recall": 0.0,
|
| 61 |
+
"fscore": 0.0
|
| 62 |
+
},
|
| 63 |
+
"DIAGNOSTICS": {
|
| 64 |
+
"precision": 0.0,
|
| 65 |
+
"recall": 0.0,
|
| 66 |
+
"fscore": 0.0
|
| 67 |
+
},
|
| 68 |
+
"UNITCALIBRATOR": {
|
| 69 |
+
"precision": 0.0,
|
| 70 |
+
"recall": 0.0,
|
| 71 |
+
"fscore": 0.0
|
| 72 |
+
},
|
| 73 |
+
"GENDER": {
|
| 74 |
+
"precision": 0.0,
|
| 75 |
+
"recall": 0.0,
|
| 76 |
+
"fscore": 0.0
|
| 77 |
+
},
|
| 78 |
+
"ORGANIZATION": {
|
| 79 |
+
"precision": 0.0,
|
| 80 |
+
"recall": 0.0,
|
| 81 |
+
"fscore": 0.0
|
| 82 |
+
},
|
| 83 |
+
"PERSONALCARE": {
|
| 84 |
+
"precision": 0.0,
|
| 85 |
+
"recall": 0.0,
|
| 86 |
+
"fscore": 0.0
|
| 87 |
+
},
|
| 88 |
+
"FOODDRINK": {
|
| 89 |
+
"precision": 0.0,
|
| 90 |
+
"recall": 0.0,
|
| 91 |
+
"fscore": 0.0
|
| 92 |
+
},
|
| 93 |
+
"TRANSPORTATION": {
|
| 94 |
+
"precision": 0.0,
|
| 95 |
+
"recall": 0.0,
|
| 96 |
+
"fscore": 0.0
|
| 97 |
+
},
|
| 98 |
+
"PREVENTIVEMED": {
|
| 99 |
+
"precision": 0.0,
|
| 100 |
+
"recall": 0.0,
|
| 101 |
+
"fscore": 0.0
|
| 102 |
+
},
|
| 103 |
+
"overall_micro": {
|
| 104 |
+
"precision": 0.8186160283231413,
|
| 105 |
+
"recall": 0.8186160283231413,
|
| 106 |
+
"fscore": 0.8186160283231413
|
| 107 |
+
},
|
| 108 |
+
"overall_macro": {
|
| 109 |
+
"precision": 0.043085054122270594,
|
| 110 |
+
"recall": 0.05263157894736842,
|
| 111 |
+
"fscore": 0.04738224391654269
|
| 112 |
+
}
|
| 113 |
+
},
|
| 114 |
+
"test_dummy_slue_scores": {
|
| 115 |
+
"0": {
|
| 116 |
+
"precision": 0.8186160283231413,
|
| 117 |
+
"recall": 1.0,
|
| 118 |
+
"fscore": 0.9002626344143112
|
| 119 |
+
},
|
| 120 |
+
"DATETIME": {
|
| 121 |
+
"precision": 0.0,
|
| 122 |
+
"recall": 0.0,
|
| 123 |
+
"fscore": 0.0
|
| 124 |
+
},
|
| 125 |
+
"DISEASESYMTOM": {
|
| 126 |
+
"precision": 0.0,
|
| 127 |
+
"recall": 0.0,
|
| 128 |
+
"fscore": 0.0
|
| 129 |
+
},
|
| 130 |
+
"ORGAN": {
|
| 131 |
+
"precision": 0.0,
|
| 132 |
+
"recall": 0.0,
|
| 133 |
+
"fscore": 0.0
|
| 134 |
+
},
|
| 135 |
+
"DRUGCHEMICAL": {
|
| 136 |
+
"precision": 0.0,
|
| 137 |
+
"recall": 0.0,
|
| 138 |
+
"fscore": 0.0
|
| 139 |
+
},
|
| 140 |
+
"AGE": {
|
| 141 |
+
"precision": 0.0,
|
| 142 |
+
"recall": 0.0,
|
| 143 |
+
"fscore": 0.0
|
| 144 |
+
},
|
| 145 |
+
"LOCATION": {
|
| 146 |
+
"precision": 0.0,
|
| 147 |
+
"recall": 0.0,
|
| 148 |
+
"fscore": 0.0
|
| 149 |
+
},
|
| 150 |
+
"SURGERY": {
|
| 151 |
+
"precision": 0.0,
|
| 152 |
+
"recall": 0.0,
|
| 153 |
+
"fscore": 0.0
|
| 154 |
+
},
|
| 155 |
+
"OCCUPATION": {
|
| 156 |
+
"precision": 0.0,
|
| 157 |
+
"recall": 0.0,
|
| 158 |
+
"fscore": 0.0
|
| 159 |
+
},
|
| 160 |
+
"MEDDEVICETECHNIQUE": {
|
| 161 |
+
"precision": 0.0,
|
| 162 |
+
"recall": 0.0,
|
| 163 |
+
"fscore": 0.0
|
| 164 |
+
},
|
| 165 |
+
"TREATMENT": {
|
| 166 |
+
"precision": 0.0,
|
| 167 |
+
"recall": 0.0,
|
| 168 |
+
"fscore": 0.0
|
| 169 |
+
},
|
| 170 |
+
"DIAGNOSTICS": {
|
| 171 |
+
"precision": 0.0,
|
| 172 |
+
"recall": 0.0,
|
| 173 |
+
"fscore": 0.0
|
| 174 |
+
},
|
| 175 |
+
"UNITCALIBRATOR": {
|
| 176 |
+
"precision": 0.0,
|
| 177 |
+
"recall": 0.0,
|
| 178 |
+
"fscore": 0.0
|
| 179 |
+
},
|
| 180 |
+
"GENDER": {
|
| 181 |
+
"precision": 0.0,
|
| 182 |
+
"recall": 0.0,
|
| 183 |
+
"fscore": 0.0
|
| 184 |
+
},
|
| 185 |
+
"ORGANIZATION": {
|
| 186 |
+
"precision": 0.0,
|
| 187 |
+
"recall": 0.0,
|
| 188 |
+
"fscore": 0.0
|
| 189 |
+
},
|
| 190 |
+
"PERSONALCARE": {
|
| 191 |
+
"precision": 0.0,
|
| 192 |
+
"recall": 0.0,
|
| 193 |
+
"fscore": 0.0
|
| 194 |
+
},
|
| 195 |
+
"FOODDRINK": {
|
| 196 |
+
"precision": 0.0,
|
| 197 |
+
"recall": 0.0,
|
| 198 |
+
"fscore": 0.0
|
| 199 |
+
},
|
| 200 |
+
"TRANSPORTATION": {
|
| 201 |
+
"precision": 0.0,
|
| 202 |
+
"recall": 0.0,
|
| 203 |
+
"fscore": 0.0
|
| 204 |
+
},
|
| 205 |
+
"PREVENTIVEMED": {
|
| 206 |
+
"precision": 0.0,
|
| 207 |
+
"recall": 0.0,
|
| 208 |
+
"fscore": 0.0
|
| 209 |
+
},
|
| 210 |
+
"overall_micro": {
|
| 211 |
+
"precision": 0.8186160283231413,
|
| 212 |
+
"recall": 0.8186160283231413,
|
| 213 |
+
"fscore": 0.8186160283231413
|
| 214 |
+
},
|
| 215 |
+
"overall_macro": {
|
| 216 |
+
"precision": 0.043085054122270594,
|
| 217 |
+
"recall": 0.05263157894736842,
|
| 218 |
+
"fscore": 0.04738224391654269
|
| 219 |
+
}
|
| 220 |
+
},
|
| 221 |
+
"test_results": {
|
| 222 |
+
"AGE": {
|
| 223 |
+
"precision": 0.0,
|
| 224 |
+
"recall": 0.0,
|
| 225 |
+
"f1-score": 0.0,
|
| 226 |
+
"support": 0
|
| 227 |
+
},
|
| 228 |
+
"DATETIME": {
|
| 229 |
+
"precision": 0.0,
|
| 230 |
+
"recall": 0.0,
|
| 231 |
+
"f1-score": 0.0,
|
| 232 |
+
"support": 0
|
| 233 |
+
},
|
| 234 |
+
"DIAGNOSTICS": {
|
| 235 |
+
"precision": 0.0,
|
| 236 |
+
"recall": 0.0,
|
| 237 |
+
"f1-score": 0.0,
|
| 238 |
+
"support": 0
|
| 239 |
+
},
|
| 240 |
+
"DISEASESYMTOM": {
|
| 241 |
+
"precision": 0.0,
|
| 242 |
+
"recall": 0.0,
|
| 243 |
+
"f1-score": 0.0,
|
| 244 |
+
"support": 0
|
| 245 |
+
},
|
| 246 |
+
"DRUGCHEMICAL": {
|
| 247 |
+
"precision": 0.0,
|
| 248 |
+
"recall": 0.0,
|
| 249 |
+
"f1-score": 0.0,
|
| 250 |
+
"support": 0
|
| 251 |
+
},
|
| 252 |
+
"FOODDRINK": {
|
| 253 |
+
"precision": 0.0,
|
| 254 |
+
"recall": 0.0,
|
| 255 |
+
"f1-score": 0.0,
|
| 256 |
+
"support": 0
|
| 257 |
+
},
|
| 258 |
+
"GENDER": {
|
| 259 |
+
"precision": 0.0,
|
| 260 |
+
"recall": 0.0,
|
| 261 |
+
"f1-score": 0.0,
|
| 262 |
+
"support": 0
|
| 263 |
+
},
|
| 264 |
+
"LOCATION": {
|
| 265 |
+
"precision": 0.0,
|
| 266 |
+
"recall": 0.0,
|
| 267 |
+
"f1-score": 0.0,
|
| 268 |
+
"support": 0
|
| 269 |
+
},
|
| 270 |
+
"MEDDEVICETECHNIQUE": {
|
| 271 |
+
"precision": 0.0,
|
| 272 |
+
"recall": 0.0,
|
| 273 |
+
"f1-score": 0.0,
|
| 274 |
+
"support": 0
|
| 275 |
+
},
|
| 276 |
+
"OCCUPATION": {
|
| 277 |
+
"precision": 0.0,
|
| 278 |
+
"recall": 0.0,
|
| 279 |
+
"f1-score": 0.0,
|
| 280 |
+
"support": 0
|
| 281 |
+
},
|
| 282 |
+
"ORGAN": {
|
| 283 |
+
"precision": 0.0,
|
| 284 |
+
"recall": 0.0,
|
| 285 |
+
"f1-score": 0.0,
|
| 286 |
+
"support": 0
|
| 287 |
+
},
|
| 288 |
+
"ORGANIZATION": {
|
| 289 |
+
"precision": 0.0,
|
| 290 |
+
"recall": 0.0,
|
| 291 |
+
"f1-score": 0.0,
|
| 292 |
+
"support": 0
|
| 293 |
+
},
|
| 294 |
+
"PERSONALCARE": {
|
| 295 |
+
"precision": 0.0,
|
| 296 |
+
"recall": 0.0,
|
| 297 |
+
"f1-score": 0.0,
|
| 298 |
+
"support": 0
|
| 299 |
+
},
|
| 300 |
+
"PREVENTIVEMED": {
|
| 301 |
+
"precision": 0.0,
|
| 302 |
+
"recall": 0.0,
|
| 303 |
+
"f1-score": 0.0,
|
| 304 |
+
"support": 0
|
| 305 |
+
},
|
| 306 |
+
"SURGERY": {
|
| 307 |
+
"precision": 0.0,
|
| 308 |
+
"recall": 0.0,
|
| 309 |
+
"f1-score": 0.0,
|
| 310 |
+
"support": 0
|
| 311 |
+
},
|
| 312 |
+
"TRANSPORTATION": {
|
| 313 |
+
"precision": 0.0,
|
| 314 |
+
"recall": 0.0,
|
| 315 |
+
"f1-score": 0.0,
|
| 316 |
+
"support": 0
|
| 317 |
+
},
|
| 318 |
+
"TREATMENT": {
|
| 319 |
+
"precision": 0.0,
|
| 320 |
+
"recall": 0.0,
|
| 321 |
+
"f1-score": 0.0,
|
| 322 |
+
"support": 0
|
| 323 |
+
},
|
| 324 |
+
"UNITCALIBRATOR": {
|
| 325 |
+
"precision": 0.0,
|
| 326 |
+
"recall": 0.0,
|
| 327 |
+
"f1-score": 0.0,
|
| 328 |
+
"support": 0
|
| 329 |
+
},
|
| 330 |
+
"_": {
|
| 331 |
+
"precision": 0.0,
|
| 332 |
+
"recall": 0.0,
|
| 333 |
+
"f1-score": 0.0,
|
| 334 |
+
"support": 0
|
| 335 |
+
},
|
| 336 |
+
"micro avg": {
|
| 337 |
+
"precision": 0.0,
|
| 338 |
+
"recall": 0.0,
|
| 339 |
+
"f1-score": 0.0,
|
| 340 |
+
"support": 0
|
| 341 |
+
},
|
| 342 |
+
"macro avg": {
|
| 343 |
+
"precision": 0.0,
|
| 344 |
+
"recall": 0.0,
|
| 345 |
+
"f1-score": 0.0,
|
| 346 |
+
"support": 0
|
| 347 |
+
},
|
| 348 |
+
"weighted avg": {
|
| 349 |
+
"precision": 0.0,
|
| 350 |
+
"recall": 0.0,
|
| 351 |
+
"f1-score": 0.0,
|
| 352 |
+
"support": 0
|
| 353 |
+
}
|
| 354 |
+
},
|
| 355 |
+
"test_runtime": 115.8937,
|
| 356 |
+
"test_samples_per_second": 30.174,
|
| 357 |
+
"test_steps_per_second": 0.242
|
| 358 |
+
}
|
config.json
ADDED
|
@@ -0,0 +1,31 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_name_or_path": "VietAI/vit5-base",
|
| 3 |
+
"architectures": [
|
| 4 |
+
"T5ForConditionalGeneration"
|
| 5 |
+
],
|
| 6 |
+
"d_ff": 3072,
|
| 7 |
+
"d_kv": 64,
|
| 8 |
+
"d_model": 768,
|
| 9 |
+
"decoder_start_token_id": 0,
|
| 10 |
+
"dense_act_fn": "relu",
|
| 11 |
+
"dropout_rate": 0.1,
|
| 12 |
+
"eos_token_id": 1,
|
| 13 |
+
"feed_forward_proj": "relu",
|
| 14 |
+
"initializer_factor": 1.0,
|
| 15 |
+
"is_encoder_decoder": true,
|
| 16 |
+
"is_gated_act": false,
|
| 17 |
+
"layer_norm_epsilon": 1e-06,
|
| 18 |
+
"model_type": "t5",
|
| 19 |
+
"n_positions": 512,
|
| 20 |
+
"num_decoder_layers": 12,
|
| 21 |
+
"num_heads": 12,
|
| 22 |
+
"num_layers": 12,
|
| 23 |
+
"output_past": true,
|
| 24 |
+
"pad_token_id": 0,
|
| 25 |
+
"relative_attention_max_distance": 128,
|
| 26 |
+
"relative_attention_num_buckets": 32,
|
| 27 |
+
"torch_dtype": "float32",
|
| 28 |
+
"transformers_version": "4.32.0.dev0",
|
| 29 |
+
"use_cache": true,
|
| 30 |
+
"vocab_size": 36096
|
| 31 |
+
}
|
pytorch_model.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:b37517ac701641c8a18c3bb21e9e71dbe92eab8b61f1c0cfc657c014f69f5f47
|
| 3 |
+
size 903893070
|
runs/May29_10-12-23_labserver/events.out.tfevents.1716977562.labserver.1304610.0
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:e68426b4cd881ce0d59d4a977b201b8ae73b4fdb2abfeef9f800eeebe728d593
|
| 3 |
+
size 4474
|
runs/May29_10-13-41_labserver/events.out.tfevents.1716977626.labserver.1304610.1
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:5f474f97f587790bfd9a558785b6fd2803f0015b60adda121504f590d52cdc9d
|
| 3 |
+
size 4320
|
runs/May29_12-40-41_labserver/events.out.tfevents.1716986446.labserver.2018182.0
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:32129dac5fddd79745413d7110ffed07742a06cc01ef6ebebee88b4fe4e7120b
|
| 3 |
+
size 4782
|
runs/May29_12-42-29_labserver/events.out.tfevents.1716986552.labserver.2022953.0
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:f853b1bb758b517ec42cbb560800cf5d43a40c55e928bd5427508399525dd47d
|
| 3 |
+
size 5399
|
runs/May29_16-46-16_labserver/events.out.tfevents.1717001180.labserver.2252645.0
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:3047f36503c9be9ea34ecb11562ed77efd1979cb5689cefa5f756a9fdd02ba14
|
| 3 |
+
size 4320
|
runs/May29_16-47-09_labserver/events.out.tfevents.1717001232.labserver.2254759.0
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:76a7eaaaed28d54ab4089a1e558bfe52ceb23abc7272b73f9fa390f5e77dfae1
|
| 3 |
+
size 4320
|
runs/May29_16-47-50_labserver/events.out.tfevents.1717001274.labserver.2256391.0
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:20dc46731e0fc9b1105da0b2c62bcfb87704c22b8b9599880b1646810404bb2d
|
| 3 |
+
size 4935
|
test_results.json
ADDED
|
@@ -0,0 +1,364 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"test_loss": 6.746676445007324,
|
| 3 |
+
"test_precision": 0.0,
|
| 4 |
+
"test_recall": 0.0,
|
| 5 |
+
"test_f1": 0.0,
|
| 6 |
+
"test_accuracy": 0.1581976182813003,
|
| 7 |
+
"test_slue_scores": {
|
| 8 |
+
"0": {
|
| 9 |
+
"precision": 0.0,
|
| 10 |
+
"recall": 0.0,
|
| 11 |
+
"fscore": 0.0
|
| 12 |
+
},
|
| 13 |
+
"DATETIME": {
|
| 14 |
+
"precision": 0.0,
|
| 15 |
+
"recall": 0.0,
|
| 16 |
+
"fscore": 0.0
|
| 17 |
+
},
|
| 18 |
+
"DISEASESYMTOM": {
|
| 19 |
+
"precision": 0.0,
|
| 20 |
+
"recall": 0.0,
|
| 21 |
+
"fscore": 0.0
|
| 22 |
+
},
|
| 23 |
+
"ORGAN": {
|
| 24 |
+
"precision": 0.0,
|
| 25 |
+
"recall": 0.0,
|
| 26 |
+
"fscore": 0.0
|
| 27 |
+
},
|
| 28 |
+
"DRUGCHEMICAL": {
|
| 29 |
+
"precision": 0.0,
|
| 30 |
+
"recall": 0.0,
|
| 31 |
+
"fscore": 0.0
|
| 32 |
+
},
|
| 33 |
+
"AGE": {
|
| 34 |
+
"precision": 0.0,
|
| 35 |
+
"recall": 0.0,
|
| 36 |
+
"fscore": 0.0
|
| 37 |
+
},
|
| 38 |
+
"LOCATION": {
|
| 39 |
+
"precision": 0.0,
|
| 40 |
+
"recall": 0.0,
|
| 41 |
+
"fscore": 0.0
|
| 42 |
+
},
|
| 43 |
+
"SURGERY": {
|
| 44 |
+
"precision": 0.0,
|
| 45 |
+
"recall": 0.0,
|
| 46 |
+
"fscore": 0.0
|
| 47 |
+
},
|
| 48 |
+
"OCCUPATION": {
|
| 49 |
+
"precision": 0.0,
|
| 50 |
+
"recall": 0.0,
|
| 51 |
+
"fscore": 0.0
|
| 52 |
+
},
|
| 53 |
+
"MEDDEVICETECHNIQUE": {
|
| 54 |
+
"precision": 0.0,
|
| 55 |
+
"recall": 0.0,
|
| 56 |
+
"fscore": 0.0
|
| 57 |
+
},
|
| 58 |
+
"TREATMENT": {
|
| 59 |
+
"precision": 0.0,
|
| 60 |
+
"recall": 0.0,
|
| 61 |
+
"fscore": 0.0
|
| 62 |
+
},
|
| 63 |
+
"DIAGNOSTICS": {
|
| 64 |
+
"precision": 0.0,
|
| 65 |
+
"recall": 0.0,
|
| 66 |
+
"fscore": 0.0
|
| 67 |
+
},
|
| 68 |
+
"UNITCALIBRATOR": {
|
| 69 |
+
"precision": 0.0,
|
| 70 |
+
"recall": 0.0,
|
| 71 |
+
"fscore": 0.0
|
| 72 |
+
},
|
| 73 |
+
"GENDER": {
|
| 74 |
+
"precision": 0.0,
|
| 75 |
+
"recall": 0.0,
|
| 76 |
+
"fscore": 0.0
|
| 77 |
+
},
|
| 78 |
+
"ORGANIZATION": {
|
| 79 |
+
"precision": 0.0,
|
| 80 |
+
"recall": 0.0,
|
| 81 |
+
"fscore": 0.0
|
| 82 |
+
},
|
| 83 |
+
"PERSONALCARE": {
|
| 84 |
+
"precision": 0.0,
|
| 85 |
+
"recall": 0.0,
|
| 86 |
+
"fscore": 0.0
|
| 87 |
+
},
|
| 88 |
+
"FOODDRINK": {
|
| 89 |
+
"precision": 0.0,
|
| 90 |
+
"recall": 0.0,
|
| 91 |
+
"fscore": 0.0
|
| 92 |
+
},
|
| 93 |
+
"TRANSPORTATION": {
|
| 94 |
+
"precision": 0.0,
|
| 95 |
+
"recall": 0.0,
|
| 96 |
+
"fscore": 0.0
|
| 97 |
+
},
|
| 98 |
+
"PREVENTIVEMED": {
|
| 99 |
+
"precision": 0.0,
|
| 100 |
+
"recall": 0.0,
|
| 101 |
+
"fscore": 0.0
|
| 102 |
+
},
|
| 103 |
+
"overall_micro": {
|
| 104 |
+
"precision": 0.0,
|
| 105 |
+
"recall": 0.0,
|
| 106 |
+
"fscore": 0.0
|
| 107 |
+
},
|
| 108 |
+
"overall_macro": {
|
| 109 |
+
"precision": 0.0,
|
| 110 |
+
"recall": 0.0,
|
| 111 |
+
"fscore": 0.0
|
| 112 |
+
}
|
| 113 |
+
},
|
| 114 |
+
"test_dummy_slue_scores": {
|
| 115 |
+
"0": {
|
| 116 |
+
"precision": 0.0,
|
| 117 |
+
"recall": 0.0,
|
| 118 |
+
"fscore": 0.0
|
| 119 |
+
},
|
| 120 |
+
"DATETIME": {
|
| 121 |
+
"precision": 0.0,
|
| 122 |
+
"recall": 0.0,
|
| 123 |
+
"fscore": 0.0
|
| 124 |
+
},
|
| 125 |
+
"DISEASESYMTOM": {
|
| 126 |
+
"precision": 0.0,
|
| 127 |
+
"recall": 0.0,
|
| 128 |
+
"fscore": 0.0
|
| 129 |
+
},
|
| 130 |
+
"ORGAN": {
|
| 131 |
+
"precision": 0.0,
|
| 132 |
+
"recall": 0.0,
|
| 133 |
+
"fscore": 0.0
|
| 134 |
+
},
|
| 135 |
+
"DRUGCHEMICAL": {
|
| 136 |
+
"precision": 0.0,
|
| 137 |
+
"recall": 0.0,
|
| 138 |
+
"fscore": 0.0
|
| 139 |
+
},
|
| 140 |
+
"AGE": {
|
| 141 |
+
"precision": 0.0,
|
| 142 |
+
"recall": 0.0,
|
| 143 |
+
"fscore": 0.0
|
| 144 |
+
},
|
| 145 |
+
"LOCATION": {
|
| 146 |
+
"precision": 0.0,
|
| 147 |
+
"recall": 0.0,
|
| 148 |
+
"fscore": 0.0
|
| 149 |
+
},
|
| 150 |
+
"SURGERY": {
|
| 151 |
+
"precision": 0.0,
|
| 152 |
+
"recall": 0.0,
|
| 153 |
+
"fscore": 0.0
|
| 154 |
+
},
|
| 155 |
+
"OCCUPATION": {
|
| 156 |
+
"precision": 0.0,
|
| 157 |
+
"recall": 0.0,
|
| 158 |
+
"fscore": 0.0
|
| 159 |
+
},
|
| 160 |
+
"MEDDEVICETECHNIQUE": {
|
| 161 |
+
"precision": 0.0,
|
| 162 |
+
"recall": 0.0,
|
| 163 |
+
"fscore": 0.0
|
| 164 |
+
},
|
| 165 |
+
"TREATMENT": {
|
| 166 |
+
"precision": 0.0,
|
| 167 |
+
"recall": 0.0,
|
| 168 |
+
"fscore": 0.0
|
| 169 |
+
},
|
| 170 |
+
"DIAGNOSTICS": {
|
| 171 |
+
"precision": 0.0,
|
| 172 |
+
"recall": 0.0,
|
| 173 |
+
"fscore": 0.0
|
| 174 |
+
},
|
| 175 |
+
"UNITCALIBRATOR": {
|
| 176 |
+
"precision": 0.0,
|
| 177 |
+
"recall": 0.0,
|
| 178 |
+
"fscore": 0.0
|
| 179 |
+
},
|
| 180 |
+
"GENDER": {
|
| 181 |
+
"precision": 0.0,
|
| 182 |
+
"recall": 0.0,
|
| 183 |
+
"fscore": 0.0
|
| 184 |
+
},
|
| 185 |
+
"ORGANIZATION": {
|
| 186 |
+
"precision": 0.0,
|
| 187 |
+
"recall": 0.0,
|
| 188 |
+
"fscore": 0.0
|
| 189 |
+
},
|
| 190 |
+
"PERSONALCARE": {
|
| 191 |
+
"precision": 0.0,
|
| 192 |
+
"recall": 0.0,
|
| 193 |
+
"fscore": 0.0
|
| 194 |
+
},
|
| 195 |
+
"FOODDRINK": {
|
| 196 |
+
"precision": 0.0,
|
| 197 |
+
"recall": 0.0,
|
| 198 |
+
"fscore": 0.0
|
| 199 |
+
},
|
| 200 |
+
"TRANSPORTATION": {
|
| 201 |
+
"precision": 0.0,
|
| 202 |
+
"recall": 0.0,
|
| 203 |
+
"fscore": 0.0
|
| 204 |
+
},
|
| 205 |
+
"PREVENTIVEMED": {
|
| 206 |
+
"precision": 0.0,
|
| 207 |
+
"recall": 0.0,
|
| 208 |
+
"fscore": 0.0
|
| 209 |
+
},
|
| 210 |
+
"overall_micro": {
|
| 211 |
+
"precision": 0.0,
|
| 212 |
+
"recall": 0.0,
|
| 213 |
+
"fscore": 0.0
|
| 214 |
+
},
|
| 215 |
+
"overall_macro": {
|
| 216 |
+
"precision": 0.0,
|
| 217 |
+
"recall": 0.0,
|
| 218 |
+
"fscore": 0.0
|
| 219 |
+
}
|
| 220 |
+
},
|
| 221 |
+
"test_results": {
|
| 222 |
+
"AGE": {
|
| 223 |
+
"precision": 0.0,
|
| 224 |
+
"recall": 0.0,
|
| 225 |
+
"f1-score": 0.0,
|
| 226 |
+
"support": 0
|
| 227 |
+
},
|
| 228 |
+
"DATETIME": {
|
| 229 |
+
"precision": 0.0,
|
| 230 |
+
"recall": 0.0,
|
| 231 |
+
"f1-score": 0.0,
|
| 232 |
+
"support": 0
|
| 233 |
+
},
|
| 234 |
+
"DIAGNOSTICS": {
|
| 235 |
+
"precision": 0.0,
|
| 236 |
+
"recall": 0.0,
|
| 237 |
+
"f1-score": 0.0,
|
| 238 |
+
"support": 0
|
| 239 |
+
},
|
| 240 |
+
"DISEASESYMTOM": {
|
| 241 |
+
"precision": 0.0,
|
| 242 |
+
"recall": 0.0,
|
| 243 |
+
"f1-score": 0.0,
|
| 244 |
+
"support": 0
|
| 245 |
+
},
|
| 246 |
+
"DRUGCHEMICAL": {
|
| 247 |
+
"precision": 0.0,
|
| 248 |
+
"recall": 0.0,
|
| 249 |
+
"f1-score": 0.0,
|
| 250 |
+
"support": 0
|
| 251 |
+
},
|
| 252 |
+
"FOODDRINK": {
|
| 253 |
+
"precision": 0.0,
|
| 254 |
+
"recall": 0.0,
|
| 255 |
+
"f1-score": 0.0,
|
| 256 |
+
"support": 0
|
| 257 |
+
},
|
| 258 |
+
"GENDER": {
|
| 259 |
+
"precision": 0.0,
|
| 260 |
+
"recall": 0.0,
|
| 261 |
+
"f1-score": 0.0,
|
| 262 |
+
"support": 0
|
| 263 |
+
},
|
| 264 |
+
"LOCATION": {
|
| 265 |
+
"precision": 0.0,
|
| 266 |
+
"recall": 0.0,
|
| 267 |
+
"f1-score": 0.0,
|
| 268 |
+
"support": 0
|
| 269 |
+
},
|
| 270 |
+
"MEDDEVICETECHNIQUE": {
|
| 271 |
+
"precision": 0.0,
|
| 272 |
+
"recall": 0.0,
|
| 273 |
+
"f1-score": 0.0,
|
| 274 |
+
"support": 0
|
| 275 |
+
},
|
| 276 |
+
"OCCUPATION": {
|
| 277 |
+
"precision": 0.0,
|
| 278 |
+
"recall": 0.0,
|
| 279 |
+
"f1-score": 0.0,
|
| 280 |
+
"support": 0
|
| 281 |
+
},
|
| 282 |
+
"ORGAN": {
|
| 283 |
+
"precision": 0.0,
|
| 284 |
+
"recall": 0.0,
|
| 285 |
+
"f1-score": 0.0,
|
| 286 |
+
"support": 0
|
| 287 |
+
},
|
| 288 |
+
"ORGANIZATION": {
|
| 289 |
+
"precision": 0.0,
|
| 290 |
+
"recall": 0.0,
|
| 291 |
+
"f1-score": 0.0,
|
| 292 |
+
"support": 0
|
| 293 |
+
},
|
| 294 |
+
"PERSONALCARE": {
|
| 295 |
+
"precision": 0.0,
|
| 296 |
+
"recall": 0.0,
|
| 297 |
+
"f1-score": 0.0,
|
| 298 |
+
"support": 0
|
| 299 |
+
},
|
| 300 |
+
"PREVENTIVEMED": {
|
| 301 |
+
"precision": 0.0,
|
| 302 |
+
"recall": 0.0,
|
| 303 |
+
"f1-score": 0.0,
|
| 304 |
+
"support": 0
|
| 305 |
+
},
|
| 306 |
+
"SURGERY": {
|
| 307 |
+
"precision": 0.0,
|
| 308 |
+
"recall": 0.0,
|
| 309 |
+
"f1-score": 0.0,
|
| 310 |
+
"support": 0
|
| 311 |
+
},
|
| 312 |
+
"TRANSPORTATION": {
|
| 313 |
+
"precision": 0.0,
|
| 314 |
+
"recall": 0.0,
|
| 315 |
+
"f1-score": 0.0,
|
| 316 |
+
"support": 0
|
| 317 |
+
},
|
| 318 |
+
"TREATMENT": {
|
| 319 |
+
"precision": 0.0,
|
| 320 |
+
"recall": 0.0,
|
| 321 |
+
"f1-score": 0.0,
|
| 322 |
+
"support": 0
|
| 323 |
+
},
|
| 324 |
+
"UNITCALIBRATOR": {
|
| 325 |
+
"precision": 0.0,
|
| 326 |
+
"recall": 0.0,
|
| 327 |
+
"f1-score": 0.0,
|
| 328 |
+
"support": 0
|
| 329 |
+
},
|
| 330 |
+
"_": {
|
| 331 |
+
"precision": 0.0,
|
| 332 |
+
"recall": 0.0,
|
| 333 |
+
"f1-score": 0.0,
|
| 334 |
+
"support": 0
|
| 335 |
+
},
|
| 336 |
+
"um": {
|
| 337 |
+
"precision": 0.0,
|
| 338 |
+
"recall": 0.0,
|
| 339 |
+
"f1-score": 0.0,
|
| 340 |
+
"support": 3497
|
| 341 |
+
},
|
| 342 |
+
"micro avg": {
|
| 343 |
+
"precision": 0.0,
|
| 344 |
+
"recall": 0.0,
|
| 345 |
+
"f1-score": 0.0,
|
| 346 |
+
"support": 3497
|
| 347 |
+
},
|
| 348 |
+
"macro avg": {
|
| 349 |
+
"precision": 0.0,
|
| 350 |
+
"recall": 0.0,
|
| 351 |
+
"f1-score": 0.0,
|
| 352 |
+
"support": 3497
|
| 353 |
+
},
|
| 354 |
+
"weighted avg": {
|
| 355 |
+
"precision": 0.0,
|
| 356 |
+
"recall": 0.0,
|
| 357 |
+
"f1-score": 0.0,
|
| 358 |
+
"support": 3497
|
| 359 |
+
}
|
| 360 |
+
},
|
| 361 |
+
"test_runtime": 114.6795,
|
| 362 |
+
"test_samples_per_second": 30.494,
|
| 363 |
+
"test_steps_per_second": 0.244
|
| 364 |
+
}
|
training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:9a7a04e18a326f8ba5c5c56a4bb4aa962d0f6133945281c90c390c952041e6d6
|
| 3 |
+
size 4600
|