File size: 11,901 Bytes
76d70f2 | 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 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 | {
"format": "aegis-mlx-npz-v2",
"num_tensors": 320,
"keys": [
"conv1__weight",
"bn1__weight",
"bn1__bias",
"bn1__running_mean",
"bn1__running_var",
"bn1__num_batches_tracked",
"layer1__0__conv1__weight",
"layer1__0__bn1__weight",
"layer1__0__bn1__bias",
"layer1__0__bn1__running_mean",
"layer1__0__bn1__running_var",
"layer1__0__bn1__num_batches_tracked",
"layer1__0__conv2__weight",
"layer1__0__bn2__weight",
"layer1__0__bn2__bias",
"layer1__0__bn2__running_mean",
"layer1__0__bn2__running_var",
"layer1__0__bn2__num_batches_tracked",
"layer1__0__conv3__weight",
"layer1__0__bn3__weight",
"layer1__0__bn3__bias",
"layer1__0__bn3__running_mean",
"layer1__0__bn3__running_var",
"layer1__0__bn3__num_batches_tracked",
"layer1__0__downsample__0__weight",
"layer1__0__downsample__1__weight",
"layer1__0__downsample__1__bias",
"layer1__0__downsample__1__running_mean",
"layer1__0__downsample__1__running_var",
"layer1__0__downsample__1__num_batches_tracked",
"layer1__1__conv1__weight",
"layer1__1__bn1__weight",
"layer1__1__bn1__bias",
"layer1__1__bn1__running_mean",
"layer1__1__bn1__running_var",
"layer1__1__bn1__num_batches_tracked",
"layer1__1__conv2__weight",
"layer1__1__bn2__weight",
"layer1__1__bn2__bias",
"layer1__1__bn2__running_mean",
"layer1__1__bn2__running_var",
"layer1__1__bn2__num_batches_tracked",
"layer1__1__conv3__weight",
"layer1__1__bn3__weight",
"layer1__1__bn3__bias",
"layer1__1__bn3__running_mean",
"layer1__1__bn3__running_var",
"layer1__1__bn3__num_batches_tracked",
"layer1__2__conv1__weight",
"layer1__2__bn1__weight",
"layer1__2__bn1__bias",
"layer1__2__bn1__running_mean",
"layer1__2__bn1__running_var",
"layer1__2__bn1__num_batches_tracked",
"layer1__2__conv2__weight",
"layer1__2__bn2__weight",
"layer1__2__bn2__bias",
"layer1__2__bn2__running_mean",
"layer1__2__bn2__running_var",
"layer1__2__bn2__num_batches_tracked",
"layer1__2__conv3__weight",
"layer1__2__bn3__weight",
"layer1__2__bn3__bias",
"layer1__2__bn3__running_mean",
"layer1__2__bn3__running_var",
"layer1__2__bn3__num_batches_tracked",
"layer2__0__conv1__weight",
"layer2__0__bn1__weight",
"layer2__0__bn1__bias",
"layer2__0__bn1__running_mean",
"layer2__0__bn1__running_var",
"layer2__0__bn1__num_batches_tracked",
"layer2__0__conv2__weight",
"layer2__0__bn2__weight",
"layer2__0__bn2__bias",
"layer2__0__bn2__running_mean",
"layer2__0__bn2__running_var",
"layer2__0__bn2__num_batches_tracked",
"layer2__0__conv3__weight",
"layer2__0__bn3__weight",
"layer2__0__bn3__bias",
"layer2__0__bn3__running_mean",
"layer2__0__bn3__running_var",
"layer2__0__bn3__num_batches_tracked",
"layer2__0__downsample__0__weight",
"layer2__0__downsample__1__weight",
"layer2__0__downsample__1__bias",
"layer2__0__downsample__1__running_mean",
"layer2__0__downsample__1__running_var",
"layer2__0__downsample__1__num_batches_tracked",
"layer2__1__conv1__weight",
"layer2__1__bn1__weight",
"layer2__1__bn1__bias",
"layer2__1__bn1__running_mean",
"layer2__1__bn1__running_var",
"layer2__1__bn1__num_batches_tracked",
"layer2__1__conv2__weight",
"layer2__1__bn2__weight",
"layer2__1__bn2__bias",
"layer2__1__bn2__running_mean",
"layer2__1__bn2__running_var",
"layer2__1__bn2__num_batches_tracked",
"layer2__1__conv3__weight",
"layer2__1__bn3__weight",
"layer2__1__bn3__bias",
"layer2__1__bn3__running_mean",
"layer2__1__bn3__running_var",
"layer2__1__bn3__num_batches_tracked",
"layer2__2__conv1__weight",
"layer2__2__bn1__weight",
"layer2__2__bn1__bias",
"layer2__2__bn1__running_mean",
"layer2__2__bn1__running_var",
"layer2__2__bn1__num_batches_tracked",
"layer2__2__conv2__weight",
"layer2__2__bn2__weight",
"layer2__2__bn2__bias",
"layer2__2__bn2__running_mean",
"layer2__2__bn2__running_var",
"layer2__2__bn2__num_batches_tracked",
"layer2__2__conv3__weight",
"layer2__2__bn3__weight",
"layer2__2__bn3__bias",
"layer2__2__bn3__running_mean",
"layer2__2__bn3__running_var",
"layer2__2__bn3__num_batches_tracked",
"layer2__3__conv1__weight",
"layer2__3__bn1__weight",
"layer2__3__bn1__bias",
"layer2__3__bn1__running_mean",
"layer2__3__bn1__running_var",
"layer2__3__bn1__num_batches_tracked",
"layer2__3__conv2__weight",
"layer2__3__bn2__weight",
"layer2__3__bn2__bias",
"layer2__3__bn2__running_mean",
"layer2__3__bn2__running_var",
"layer2__3__bn2__num_batches_tracked",
"layer2__3__conv3__weight",
"layer2__3__bn3__weight",
"layer2__3__bn3__bias",
"layer2__3__bn3__running_mean",
"layer2__3__bn3__running_var",
"layer2__3__bn3__num_batches_tracked",
"layer3__0__conv1__weight",
"layer3__0__bn1__weight",
"layer3__0__bn1__bias",
"layer3__0__bn1__running_mean",
"layer3__0__bn1__running_var",
"layer3__0__bn1__num_batches_tracked",
"layer3__0__conv2__weight",
"layer3__0__bn2__weight",
"layer3__0__bn2__bias",
"layer3__0__bn2__running_mean",
"layer3__0__bn2__running_var",
"layer3__0__bn2__num_batches_tracked",
"layer3__0__conv3__weight",
"layer3__0__bn3__weight",
"layer3__0__bn3__bias",
"layer3__0__bn3__running_mean",
"layer3__0__bn3__running_var",
"layer3__0__bn3__num_batches_tracked",
"layer3__0__downsample__0__weight",
"layer3__0__downsample__1__weight",
"layer3__0__downsample__1__bias",
"layer3__0__downsample__1__running_mean",
"layer3__0__downsample__1__running_var",
"layer3__0__downsample__1__num_batches_tracked",
"layer3__1__conv1__weight",
"layer3__1__bn1__weight",
"layer3__1__bn1__bias",
"layer3__1__bn1__running_mean",
"layer3__1__bn1__running_var",
"layer3__1__bn1__num_batches_tracked",
"layer3__1__conv2__weight",
"layer3__1__bn2__weight",
"layer3__1__bn2__bias",
"layer3__1__bn2__running_mean",
"layer3__1__bn2__running_var",
"layer3__1__bn2__num_batches_tracked",
"layer3__1__conv3__weight",
"layer3__1__bn3__weight",
"layer3__1__bn3__bias",
"layer3__1__bn3__running_mean",
"layer3__1__bn3__running_var",
"layer3__1__bn3__num_batches_tracked",
"layer3__2__conv1__weight",
"layer3__2__bn1__weight",
"layer3__2__bn1__bias",
"layer3__2__bn1__running_mean",
"layer3__2__bn1__running_var",
"layer3__2__bn1__num_batches_tracked",
"layer3__2__conv2__weight",
"layer3__2__bn2__weight",
"layer3__2__bn2__bias",
"layer3__2__bn2__running_mean",
"layer3__2__bn2__running_var",
"layer3__2__bn2__num_batches_tracked",
"layer3__2__conv3__weight",
"layer3__2__bn3__weight",
"layer3__2__bn3__bias",
"layer3__2__bn3__running_mean",
"layer3__2__bn3__running_var",
"layer3__2__bn3__num_batches_tracked",
"layer3__3__conv1__weight",
"layer3__3__bn1__weight",
"layer3__3__bn1__bias",
"layer3__3__bn1__running_mean",
"layer3__3__bn1__running_var",
"layer3__3__bn1__num_batches_tracked",
"layer3__3__conv2__weight",
"layer3__3__bn2__weight",
"layer3__3__bn2__bias",
"layer3__3__bn2__running_mean",
"layer3__3__bn2__running_var",
"layer3__3__bn2__num_batches_tracked",
"layer3__3__conv3__weight",
"layer3__3__bn3__weight",
"layer3__3__bn3__bias",
"layer3__3__bn3__running_mean",
"layer3__3__bn3__running_var",
"layer3__3__bn3__num_batches_tracked",
"layer3__4__conv1__weight",
"layer3__4__bn1__weight",
"layer3__4__bn1__bias",
"layer3__4__bn1__running_mean",
"layer3__4__bn1__running_var",
"layer3__4__bn1__num_batches_tracked",
"layer3__4__conv2__weight",
"layer3__4__bn2__weight",
"layer3__4__bn2__bias",
"layer3__4__bn2__running_mean",
"layer3__4__bn2__running_var",
"layer3__4__bn2__num_batches_tracked",
"layer3__4__conv3__weight",
"layer3__4__bn3__weight",
"layer3__4__bn3__bias",
"layer3__4__bn3__running_mean",
"layer3__4__bn3__running_var",
"layer3__4__bn3__num_batches_tracked",
"layer3__5__conv1__weight",
"layer3__5__bn1__weight",
"layer3__5__bn1__bias",
"layer3__5__bn1__running_mean",
"layer3__5__bn1__running_var",
"layer3__5__bn1__num_batches_tracked",
"layer3__5__conv2__weight",
"layer3__5__bn2__weight",
"layer3__5__bn2__bias",
"layer3__5__bn2__running_mean",
"layer3__5__bn2__running_var",
"layer3__5__bn2__num_batches_tracked",
"layer3__5__conv3__weight",
"layer3__5__bn3__weight",
"layer3__5__bn3__bias",
"layer3__5__bn3__running_mean",
"layer3__5__bn3__running_var",
"layer3__5__bn3__num_batches_tracked",
"layer4__0__conv1__weight",
"layer4__0__bn1__weight",
"layer4__0__bn1__bias",
"layer4__0__bn1__running_mean",
"layer4__0__bn1__running_var",
"layer4__0__bn1__num_batches_tracked",
"layer4__0__conv2__weight",
"layer4__0__bn2__weight",
"layer4__0__bn2__bias",
"layer4__0__bn2__running_mean",
"layer4__0__bn2__running_var",
"layer4__0__bn2__num_batches_tracked",
"layer4__0__conv3__weight",
"layer4__0__bn3__weight",
"layer4__0__bn3__bias",
"layer4__0__bn3__running_mean",
"layer4__0__bn3__running_var",
"layer4__0__bn3__num_batches_tracked",
"layer4__0__downsample__0__weight",
"layer4__0__downsample__1__weight",
"layer4__0__downsample__1__bias",
"layer4__0__downsample__1__running_mean",
"layer4__0__downsample__1__running_var",
"layer4__0__downsample__1__num_batches_tracked",
"layer4__1__conv1__weight",
"layer4__1__bn1__weight",
"layer4__1__bn1__bias",
"layer4__1__bn1__running_mean",
"layer4__1__bn1__running_var",
"layer4__1__bn1__num_batches_tracked",
"layer4__1__conv2__weight",
"layer4__1__bn2__weight",
"layer4__1__bn2__bias",
"layer4__1__bn2__running_mean",
"layer4__1__bn2__running_var",
"layer4__1__bn2__num_batches_tracked",
"layer4__1__conv3__weight",
"layer4__1__bn3__weight",
"layer4__1__bn3__bias",
"layer4__1__bn3__running_mean",
"layer4__1__bn3__running_var",
"layer4__1__bn3__num_batches_tracked",
"layer4__2__conv1__weight",
"layer4__2__bn1__weight",
"layer4__2__bn1__bias",
"layer4__2__bn1__running_mean",
"layer4__2__bn1__running_var",
"layer4__2__bn1__num_batches_tracked",
"layer4__2__conv2__weight",
"layer4__2__bn2__weight",
"layer4__2__bn2__bias",
"layer4__2__bn2__running_mean",
"layer4__2__bn2__running_var",
"layer4__2__bn2__num_batches_tracked",
"layer4__2__conv3__weight",
"layer4__2__bn3__weight",
"layer4__2__bn3__bias",
"layer4__2__bn3__running_mean",
"layer4__2__bn3__running_var",
"layer4__2__bn3__num_batches_tracked",
"fc__weight",
"fc__bias"
],
"meta": {
"stage": 2,
"model_name": "resnet50",
"num_classes": 9,
"checkpoint": "models\\stage2\\artifacts\\checkpoint_best.pt",
"checkpoint_resolved": "V:\\@personal\\aegis\\models\\stage2\\artifacts\\checkpoint_best.pt",
"metrics": {
"accuracy": 0.9951397326852977,
"balanced_accuracy": 0.9933170561562609,
"macro_f1": 0.9933170561562609,
"weighted_f1": 0.9951397326852977,
"train_loss": 0.009842748337929355
}
}
} |