/content/yolov7
Import onnx_graphsurgeon failure: No module named 'onnx_graphsurgeon'
Namespace(batch_size=1, conf_thres=0.25, device='cpu', dynamic=False, dynamic_batch=False, end2end=False, fp16=False, grid=False, img_size=[640, 640], include_nms=False, int8=False, iou_thres=0.45, max_wh=None, simplify=False, topk_all=100, weights='./yolov7-tiny.pt')
YOLOR 🚀 v0.1-101-g1b63720 torch 1.12.0+cu113 CPU
Fusing layers...
Model Summary: 200 layers, 6219709 parameters, 6219709 gradients
Starting TorchScript export with torch 1.12.0+cu113...
TorchScript export success, saved as ./yolov7-tiny.torchscript.pt
scikit-learn version 1.0.2 is not supported. Minimum required version: 0.17. Maximum required version: 0.19.2. Disabling scikit-learn conversion API.
TensorFlow version 2.8.2 has not been tested with coremltools. You may run into unexpected errors. TensorFlow 2.6.2 is the most recent version that has been tested.
Keras version 2.8.0 has not been tested with coremltools. You may run into unexpected errors. Keras 2.6.0 is the most recent version that has been tested.
Torch version 1.12.0+cu113 has not been tested with coremltools. You may run into unexpected errors. Torch 1.10.2 is the most recent version that has been tested.
Starting CoreML export with coremltools 5.2.0...
Tuple detected at graph output. This will be flattened in the converted model.
Converting graph.
Adding op 'model.0.conv.bias' of type const
Adding op 'model.0.conv.weight' of type const
Adding op 'model.1.conv.bias' of type const
Adding op 'model.1.conv.weight' of type const
Adding op 'model.2.conv.bias' of type const
Adding op 'model.2.conv.weight' of type const
Adding op 'model.3.conv.bias' of type const
Adding op 'model.3.conv.weight' of type const
Adding op 'model.4.conv.bias' of type const
Adding op 'model.4.conv.weight' of type const
Adding op 'model.5.conv.bias' of type const
Adding op 'model.5.conv.weight' of type const
Adding op 'model.7.conv.bias' of type const
Adding op 'model.7.conv.weight' of type const
Adding op 'model.9.conv.bias' of type const
Adding op 'model.9.conv.weight' of type const
Adding op 'model.10.conv.bias' of type const
Adding op 'model.10.conv.weight' of type const
Adding op 'model.11.conv.bias' of type const
Adding op 'model.11.conv.weight' of type const
Adding op 'model.12.conv.bias' of type const
Adding op 'model.12.conv.weight' of type const
Adding op 'model.14.conv.bias' of type const
Adding op 'model.14.conv.weight' of type const
Adding op 'model.16.conv.bias' of type const
Adding op 'model.16.conv.weight' of type const
Adding op 'model.17.conv.bias' of type const
Adding op 'model.17.conv.weight' of type const
Adding op 'model.18.conv.bias' of type const
Adding op 'model.18.conv.weight' of type const
Adding op 'model.19.conv.bias' of type const
Adding op 'model.19.conv.weight' of type const
Adding op 'model.21.conv.bias' of type const
Adding op 'model.21.conv.weight' of type const
Adding op 'model.23.conv.bias' of type const
Adding op 'model.23.conv.weight' of type const
Adding op 'model.24.conv.bias' of type const
Adding op 'model.24.conv.weight' of type const
Adding op 'model.25.conv.bias' of type const
Adding op 'model.25.conv.weight' of type const
Adding op 'model.26.conv.bias' of type const
Adding op 'model.26.conv.weight' of type const
Adding op 'model.28.conv.bias' of type const
Adding op 'model.28.conv.weight' of type const
Adding op 'model.29.conv.bias' of type const
Adding op 'model.29.conv.weight' of type const
Adding op 'model.30.conv.bias' of type const
Adding op 'model.30.conv.weight' of type const
Adding op 'model.35.conv.bias' of type const
Adding op 'model.35.conv.weight' of type const
Adding op 'model.37.conv.bias' of type const
Adding op 'model.37.conv.weight' of type const
Adding op 'model.38.conv.bias' of type const
Adding op 'model.38.conv.weight' of type const
Adding op 'model.40.conv.bias' of type const
Adding op 'model.40.conv.weight' of type const
Adding op 'model.42.conv.bias' of type const
Adding op 'model.42.conv.weight' of type const
Adding op 'model.43.conv.bias' of type const
Adding op 'model.43.conv.weight' of type const
Adding op 'model.44.conv.bias' of type const
Adding op 'model.44.conv.weight' of type const
Adding op 'model.45.conv.bias' of type const
Adding op 'model.45.conv.weight' of type const
Adding op 'model.47.conv.bias' of type const
Adding op 'model.47.conv.weight' of type const
Adding op 'model.48.conv.bias' of type const
Adding op 'model.48.conv.weight' of type const
Adding op 'model.50.conv.bias' of type const
Adding op 'model.50.conv.weight' of type const
Adding op 'model.52.conv.bias' of type const
Adding op 'model.52.conv.weight' of type const
Adding op 'model.53.conv.bias' of type const
Adding op 'model.53.conv.weight' of type const
Adding op 'model.54.conv.bias' of type const
Adding op 'model.54.conv.weight' of type const
Adding op 'model.55.conv.bias' of type const
Adding op 'model.55.conv.weight' of type const
Adding op 'model.57.conv.bias' of type const
Adding op 'model.57.conv.weight' of type const
Adding op 'model.58.conv.bias' of type const
Adding op 'model.58.conv.weight' of type const
Adding op 'model.60.conv.bias' of type const
Adding op 'model.60.conv.weight' of type const
Adding op 'model.61.conv.bias' of type const
Adding op 'model.61.conv.weight' of type const
Adding op 'model.62.conv.bias' of type const
Adding op 'model.62.conv.weight' of type const
Adding op 'model.63.conv.bias' of type const
Adding op 'model.63.conv.weight' of type const
Adding op 'model.65.conv.bias' of type const
Adding op 'model.65.conv.weight' of type const
Adding op 'model.66.conv.bias' of type const
Adding op 'model.66.conv.weight' of type const
Adding op 'model.68.conv.bias' of type const
Adding op 'model.68.conv.weight' of type const
Adding op 'model.69.conv.bias' of type const
Adding op 'model.69.conv.weight' of type const
Adding op 'model.70.conv.bias' of type const
Adding op 'model.70.conv.weight' of type const
Adding op 'model.71.conv.bias' of type const
Adding op 'model.71.conv.weight' of type const
Adding op 'model.73.conv.bias' of type const
Adding op 'model.73.conv.weight' of type const
Adding op 'model.74.conv.bias' of type const
Adding op 'model.74.conv.weight' of type const
Adding op 'model.75.conv.bias' of type const
Adding op 'model.75.conv.weight' of type const
Adding op 'model.76.conv.bias' of type const
Adding op 'model.76.conv.weight' of type const
Adding op 'model.77.m.0.bias' of type const
Adding op 'model.77.m.0.weight' of type const
Adding op 'model.77.m.1.bias' of type const
Adding op 'model.77.m.1.weight' of type const
Adding op 'model.77.m.2.bias' of type const
Adding op 'model.77.m.2.weight' of type const
Converting Frontend ==> MIL Ops: 0% 0/763 [00:00<?, ? ops/s]Converting op 114 : constant
Adding op '114' of type const
Converting op 115 : constant
Adding op '115' of type const
Converting op 116 : constant
Adding op '116' of type const
Converting op 117 : constant
Adding op '117' of type const
Converting op 118 : constant
Adding op '118' of type const
Converting op 119 : constant
Adding op '119' of type const
Converting op 123 : listconstruct
Adding op '123' of type const
Converting op 124 : listconstruct
Adding op '124' of type const
Converting op 125 : listconstruct
Adding op '125' of type const
Converting op 126 : listconstruct
Adding op '126' of type const
Converting op input.1 : _convolution
Adding op 'input.1' of type conv
Adding op 'input.1_pad_type_0' of type const
Adding op 'input.1_pad_0' of type const
Converting op input.3 : leaky_relu_
Adding op 'input.3' of type leaky_relu
Converting op 129 : constant
Adding op '129' of type const
Converting op 130 : constant
Adding op '130' of type const
Converting op 131 : constant
Adding op '131' of type const
Converting op 132 : constant
Adding op '132' of type const
Converting op 133 : constant
Adding op '133' of type const
Converting op 134 : constant
Adding op '134' of type const
Converting op 138 : listconstruct
Adding op '138' of type const
Converting op 139 : listconstruct
Adding op '139' of type const
Converting op 140 : listconstruct
Adding op '140' of type const
Converting op 141 : listconstruct
Adding op '141' of type const
Converting op input.5 : _convolution
Adding op 'input.5' of type conv
Adding op 'input.5_pad_type_0' of type const
Adding op 'input.5_pad_0' of type const
Converting op input.7 : leaky_relu_
Adding op 'input.7' of type leaky_relu
Converting op 144 : constant
Adding op '144' of type const
Converting op 145 : constant
Adding op '145' of type const
Converting op 146 : constant
Adding op '146' of type const
Converting op 147 : constant
Adding op '147' of type const
Converting op 148 : constant
Adding op '148' of type const
Converting op 152 : listconstruct
Adding op '152' of type const
Converting op 153 : listconstruct
Adding op '153' of type const
Converting op 154 : listconstruct
Adding op '154' of type const
Converting op 155 : listconstruct
Adding op '155' of type const
Converting op input.9 : _convolution
Adding op 'input.9' of type conv
Adding op 'input.9_pad_type_0' of type const
Adding op 'input.9_pad_0' of type const
Converting op 157 : leaky_relu_
Adding op '157' of type leaky_relu
Converting op 158 : constant
Adding op '158' of type const
Converting op 159 : constant
Adding op '159' of type const
Converting op 160 : constant
Adding op '160' of type const
Converting op 161 : constant
Adding op '161' of type const
Converting op 162 : constant
Adding op '162' of type const
Converting op 166 : listconstruct
Adding op '166' of type const
Converting op 167 : listconstruct
Adding op '167' of type const
Converting op 168 : listconstruct
Adding op '168' of type const
Converting op 169 : listconstruct
Adding op '169' of type const
Converting op input.11 : _convolution
Adding op 'input.11' of type conv
Adding op 'input.11_pad_type_0' of type const
Adding op 'input.11_pad_0' of type const
Converting op input.13 : leaky_relu_
Adding op 'input.13' of type leaky_relu
Converting op 172 : constant
Adding op '172' of type const
Converting op 173 : constant
Adding op '173' of type const
Converting op 174 : constant
Adding op '174' of type const
Converting op 175 : constant
Adding op '175' of type const
Converting op 176 : constant
Adding op '176' of type const
Converting op 180 : listconstruct
Adding op '180' of type const
Converting op 181 : listconstruct
Adding op '181' of type const
Converting op 182 : listconstruct
Adding op '182' of type const
Converting op 183 : listconstruct
Adding op '183' of type const
Converting op input.15 : _convolution
Adding op 'input.15' of type conv
Adding op 'input.15_pad_type_0' of type const
Adding op 'input.15_pad_0' of type const
Converting op input.17 : leaky_relu_
Adding op 'input.17' of type leaky_relu
Converting op 186 : constant
Adding op '186' of type const
Converting op 187 : constant
Adding op '187' of type const
Converting op 188 : constant
Adding op '188' of type const
Converting op 189 : constant
Adding op '189' of type const
Converting op 190 : constant
Adding op '190' of type const
Converting op 194 : listconstruct
Adding op '194' of type const
Converting op 195 : listconstruct
Adding op '195' of type const
Converting op 196 : listconstruct
Adding op '196' of type const
Converting op 197 : listconstruct
Adding op '197' of type const
Converting op input.19 : _convolution
Adding op 'input.19' of type conv
Adding op 'input.19_pad_type_0' of type const
Adding op 'input.19_pad_0' of type const
Converting op 199 : leaky_relu_
Adding op '199' of type leaky_relu
Converting op 200 : constant
Adding op '200' of type const
Converting op 201 : listconstruct
Converting op input.21 : cat
Adding op 'input.21' of type concat
Adding op 'input.21_interleave_0' of type const
Converting op 203 : constant
Adding op '203' of type const
Converting op 204 : constant
Adding op '204' of type const
Converting op 205 : constant
Adding op '205' of type const
Converting op 206 : constant
Adding op '206' of type const
Converting op 207 : constant
Adding op '207' of type const
Converting op 211 : listconstruct
Adding op '211' of type const
Converting op 212 : listconstruct
Adding op '212' of type const
Converting op 213 : listconstruct
Adding op '213' of type const
Converting op 214 : listconstruct
Adding op '214' of type const
Converting op input.23 : _convolution
Adding op 'input.23' of type conv
Adding op 'input.23_pad_type_0' of type const
Adding op 'input.23_pad_0' of type const
Converting op input.25 : leaky_relu_
Adding op 'input.25' of type leaky_relu
Converting op 217 : constant
Adding op '217' of type const
Converting op 218 : constant
Adding op '218' of type const
Converting op 219 : constant
Adding op '219' of type const
Converting op 220 : constant
Adding op '220' of type const
Converting op 221 : listconstruct
Adding op '221' of type const
Converting op 222 : listconstruct
Adding op '222' of type const
Converting op 223 : listconstruct
Adding op '223' of type const
Converting op 224 : listconstruct
Adding op '224' of type const
Converting op input.27 : max_pool2d
Adding op 'input.27' of type max_pool
Adding op 'input.27_pad_type_0' of type const
Adding op 'input.27_pad_0' of type const
Adding op 'input.27_ceil_mode_0' of type const
Converting op 226 : constant
Adding op '226' of type const
Converting op 227 : constant
Adding op '227' of type const
Converting op 228 : constant
Adding op '228' of type const
Converting op 229 : constant
Adding op '229' of type const
Converting op 230 : constant
Adding op '230' of type const
Converting op 234 : listconstruct
Adding op '234' of type const
Converting op 235 : listconstruct
Adding op '235' of type const
Converting op 236 : listconstruct
Adding op '236' of type const
Converting op 237 : listconstruct
Adding op '237' of type const
Converting op input.29 : _convolution
Adding op 'input.29' of type conv
Adding op 'input.29_pad_type_0' of type const
Adding op 'input.29_pad_0' of type const
Converting op 239 : leaky_relu_
Adding op '239' of type leaky_relu
Converting op 240 : constant
Adding op '240' of type const
Converting op 241 : constant
Adding op '241' of type const
Converting op 242 : constant
Adding op '242' of type const
Converting op 243 : constant
Adding op '243' of type const
Converting op 244 : constant
Adding op '244' of type const
Converting op 248 : listconstruct
Adding op '248' of type const
Converting op 249 : listconstruct
Adding op '249' of type const
Converting op 250 : listconstruct
Adding op '250' of type const
Converting op 251 : listconstruct
Adding op '251' of type const
Converting op input.31 : _convolution
Adding op 'input.31' of type conv
Adding op 'input.31_pad_type_0' of type const
Adding op 'input.31_pad_0' of type const
Converting op input.33 : leaky_relu_
Adding op 'input.33' of type leaky_relu
Converting op 254 : constant
Adding op '254' of type const
Converting op 255 : constant
Adding op '255' of type const
Converting op 256 : constant
Adding op '256' of type const
Converting op 257 : constant
Adding op '257' of type const
Converting op 258 : constant
Adding op '258' of type const
Converting op 262 : listconstruct
Adding op '262' of type const
Converting op 263 : listconstruct
Adding op '263' of type const
Converting op 264 : listconstruct
Adding op '264' of type const
Converting op 265 : listconstruct
Adding op '265' of type const
Converting op input.35 : _convolution
Adding op 'input.35' of type conv
Adding op 'input.35_pad_type_0' of type const
Adding op 'input.35_pad_0' of type const
Converting op input.37 : leaky_relu_
Adding op 'input.37' of type leaky_relu
Converting op 268 : constant
Adding op '268' of type const
Converting op 269 : constant
Adding op '269' of type const
Converting op 270 : constant
Adding op '270' of type const
Converting op 271 : constant
Adding op '271' of type const
Converting op 272 : constant
Adding op '272' of type const
Converting op 276 : listconstruct
Adding op '276' of type const
Converting op 277 : listconstruct
Adding op '277' of type const
Converting op 278 : listconstruct
Adding op '278' of type const
Converting op 279 : listconstruct
Adding op '279' of type const
Converting op input.39 : _convolution
Adding op 'input.39' of type conv
Adding op 'input.39_pad_type_0' of type const
Adding op 'input.39_pad_0' of type const
Converting op 281 : leaky_relu_
Adding op '281' of type leaky_relu
Converting op 282 : constant
Adding op '282' of type const
Converting op 283 : listconstruct
Converting op input.41 : cat
Adding op 'input.41' of type concat
Adding op 'input.41_interleave_0' of type const
Converting op 285 : constant
Adding op '285' of type const
Converting op 286 : constant
Adding op '286' of type const
Converting op 287 : constant
Adding op '287' of type const
Converting op 288 : constant
Adding op '288' of type const
Converting op 289 : constant
Adding op '289' of type const
Converting op 293 : listconstruct
Adding op '293' of type const
Converting op 294 : listconstruct
Adding op '294' of type const
Converting op 295 : listconstruct
Adding op '295' of type const
Converting op 296 : listconstruct
Adding op '296' of type const
Converting op input.43 : _convolution
Adding op 'input.43' of type conv
Adding op 'input.43_pad_type_0' of type const
Adding op 'input.43_pad_0' of type const
Converting op input.45 : leaky_relu_
Adding op 'input.45' of type leaky_relu
Converting op 299 : constant
Adding op '299' of type const
Converting op 300 : constant
Adding op '300' of type const
Converting op 301 : constant
Adding op '301' of type const
Converting op 302 : constant
Adding op '302' of type const
Converting op 303 : listconstruct
Adding op '303' of type const
Converting op 304 : listconstruct
Adding op '304' of type const
Converting op 305 : listconstruct
Adding op '305' of type const
Converting op 306 : listconstruct
Adding op '306' of type const
Converting op input.47 : max_pool2d
Adding op 'input.47' of type max_pool
Adding op 'input.47_pad_type_0' of type const
Adding op 'input.47_pad_0' of type const
Adding op 'input.47_ceil_mode_0' of type const
Converting op 308 : constant
Adding op '308' of type const
Converting op 309 : constant
Adding op '309' of type const
Converting op 310 : constant
Adding op '310' of type const
Converting op 311 : constant
Adding op '311' of type const
Converting op 312 : constant
Adding op '312' of type const
Converting op 316 : listconstruct
Adding op '316' of type const
Converting op 317 : listconstruct
Adding op '317' of type const
Converting op 318 : listconstruct
Adding op '318' of type const
Converting op 319 : listconstruct
Adding op '319' of type const
Converting op input.49 : _convolution
Adding op 'input.49' of type conv
Adding op 'input.49_pad_type_0' of type const
Adding op 'input.49_pad_0' of type const
Converting op 321 : leaky_relu_
Adding op '321' of type leaky_relu
Converting op 322 : constant
Adding op '322' of type const
Converting op 323 : constant
Adding op '323' of type const
Converting op 324 : constant
Adding op '324' of type const
Converting op 325 : constant
Adding op '325' of type const
Converting op 326 : constant
Adding op '326' of type const
Converting op 330 : listconstruct
Adding op '330' of type const
Converting op 331 : listconstruct
Adding op '331' of type const
Converting op 332 : listconstruct
Adding op '332' of type const
Converting op 333 : listconstruct
Adding op '333' of type const
Converting op input.51 : _convolution
Adding op 'input.51' of type conv
Adding op 'input.51_pad_type_0' of type const
Adding op 'input.51_pad_0' of type const
Converting op input.53 : leaky_relu_
Adding op 'input.53' of type leaky_relu
Converting op 336 : constant
Adding op '336' of type const
Converting op 337 : constant
Adding op '337' of type const
Converting op 338 : constant
Adding op '338' of type const
Converting op 339 : constant
Adding op '339' of type const
Converting op 340 : constant
Adding op '340' of type const
Converting op 344 : listconstruct
Adding op '344' of type const
Converting op 345 : listconstruct
Adding op '345' of type const
Converting op 346 : listconstruct
Adding op '346' of type const
Converting Frontend ==> MIL Ops: 25% 188/763 [00:00<00:00, 1870.72 ops/s]Converting op 347 : listconstruct
Adding op '347' of type const
Converting op input.55 : _convolution
Adding op 'input.55' of type conv
Adding op 'input.55_pad_type_0' of type const
Adding op 'input.55_pad_0' of type const
Converting op input.57 : leaky_relu_
Adding op 'input.57' of type leaky_relu
Converting op 350 : constant
Adding op '350' of type const
Converting op 351 : constant
Adding op '351' of type const
Converting op 352 : constant
Adding op '352' of type const
Converting op 353 : constant
Adding op '353' of type const
Converting op 354 : constant
Adding op '354' of type const
Converting op 358 : listconstruct
Adding op '358' of type const
Converting op 359 : listconstruct
Adding op '359' of type const
Converting op 360 : listconstruct
Adding op '360' of type const
Converting op 361 : listconstruct
Adding op '361' of type const
Converting op input.59 : _convolution
Adding op 'input.59' of type conv
Adding op 'input.59_pad_type_0' of type const
Adding op 'input.59_pad_0' of type const
Converting op 363 : leaky_relu_
Adding op '363' of type leaky_relu
Converting op 364 : constant
Adding op '364' of type const
Converting op 365 : listconstruct
Converting op input.61 : cat
Adding op 'input.61' of type concat
Adding op 'input.61_interleave_0' of type const
Converting op 367 : constant
Adding op '367' of type const
Converting op 368 : constant
Adding op '368' of type const
Converting op 369 : constant
Adding op '369' of type const
Converting op 370 : constant
Adding op '370' of type const
Converting op 371 : constant
Adding op '371' of type const
Converting op 375 : listconstruct
Adding op '375' of type const
Converting op 376 : listconstruct
Adding op '376' of type const
Converting op 377 : listconstruct
Adding op '377' of type const
Converting op 378 : listconstruct
Adding op '378' of type const
Converting op input.63 : _convolution
Adding op 'input.63' of type conv
Adding op 'input.63_pad_type_0' of type const
Adding op 'input.63_pad_0' of type const
Converting op input.65 : leaky_relu_
Adding op 'input.65' of type leaky_relu
Converting op 381 : constant
Adding op '381' of type const
Converting op 382 : constant
Adding op '382' of type const
Converting op 383 : constant
Adding op '383' of type const
Converting op 384 : constant
Adding op '384' of type const
Converting op 385 : listconstruct
Adding op '385' of type const
Converting op 386 : listconstruct
Adding op '386' of type const
Converting op 387 : listconstruct
Adding op '387' of type const
Converting op 388 : listconstruct
Adding op '388' of type const
Converting op input.67 : max_pool2d
Adding op 'input.67' of type max_pool
Adding op 'input.67_pad_type_0' of type const
Adding op 'input.67_pad_0' of type const
Adding op 'input.67_ceil_mode_0' of type const
Converting op 390 : constant
Adding op '390' of type const
Converting op 391 : constant
Adding op '391' of type const
Converting op 392 : constant
Adding op '392' of type const
Converting op 393 : constant
Adding op '393' of type const
Converting op 394 : constant
Adding op '394' of type const
Converting op 398 : listconstruct
Adding op '398' of type const
Converting op 399 : listconstruct
Adding op '399' of type const
Converting op 400 : listconstruct
Adding op '400' of type const
Converting op 401 : listconstruct
Adding op '401' of type const
Converting op input.69 : _convolution
Adding op 'input.69' of type conv
Adding op 'input.69_pad_type_0' of type const
Adding op 'input.69_pad_0' of type const
Converting op 403 : leaky_relu_
Adding op '403' of type leaky_relu
Converting op 404 : constant
Adding op '404' of type const
Converting op 405 : constant
Adding op '405' of type const
Converting op 406 : constant
Adding op '406' of type const
Converting op 407 : constant
Adding op '407' of type const
Converting op 408 : constant
Adding op '408' of type const
Converting op 412 : listconstruct
Adding op '412' of type const
Converting op 413 : listconstruct
Adding op '413' of type const
Converting op 414 : listconstruct
Adding op '414' of type const
Converting op 415 : listconstruct
Adding op '415' of type const
Converting op input.71 : _convolution
Adding op 'input.71' of type conv
Adding op 'input.71_pad_type_0' of type const
Adding op 'input.71_pad_0' of type const
Converting op input.73 : leaky_relu_
Adding op 'input.73' of type leaky_relu
Converting op 418 : constant
Adding op '418' of type const
Converting op 419 : constant
Adding op '419' of type const
Converting op 420 : constant
Adding op '420' of type const
Converting op 421 : constant
Adding op '421' of type const
Converting op 422 : constant
Adding op '422' of type const
Converting op 426 : listconstruct
Adding op '426' of type const
Converting op 427 : listconstruct
Adding op '427' of type const
Converting op 428 : listconstruct
Adding op '428' of type const
Converting op 429 : listconstruct
Adding op '429' of type const
Converting op input.75 : _convolution
Adding op 'input.75' of type conv
Adding op 'input.75_pad_type_0' of type const
Adding op 'input.75_pad_0' of type const
Converting op input.77 : leaky_relu_
Adding op 'input.77' of type leaky_relu
Converting op 432 : constant
Adding op '432' of type const
Converting op 433 : constant
Adding op '433' of type const
Converting op 434 : constant
Adding op '434' of type const
Converting op 435 : constant
Adding op '435' of type const
Converting op 436 : constant
Adding op '436' of type const
Converting op 440 : listconstruct
Adding op '440' of type const
Converting op 441 : listconstruct
Adding op '441' of type const
Converting op 442 : listconstruct
Adding op '442' of type const
Converting op 443 : listconstruct
Adding op '443' of type const
Converting op input.79 : _convolution
Adding op 'input.79' of type conv
Adding op 'input.79_pad_type_0' of type const
Adding op 'input.79_pad_0' of type const
Converting op 445 : leaky_relu_
Adding op '445' of type leaky_relu
Converting op 446 : constant
Adding op '446' of type const
Converting op 447 : listconstruct
Converting op input.81 : cat
Adding op 'input.81' of type concat
Adding op 'input.81_interleave_0' of type const
Converting op 449 : constant
Adding op '449' of type const
Converting op 450 : constant
Adding op '450' of type const
Converting op 451 : constant
Adding op '451' of type const
Converting op 452 : constant
Adding op '452' of type const
Converting op 453 : constant
Adding op '453' of type const
Converting op 457 : listconstruct
Adding op '457' of type const
Converting op 458 : listconstruct
Adding op '458' of type const
Converting op 459 : listconstruct
Adding op '459' of type const
Converting op 460 : listconstruct
Adding op '460' of type const
Converting op input.83 : _convolution
Adding op 'input.83' of type conv
Adding op 'input.83_pad_type_0' of type const
Adding op 'input.83_pad_0' of type const
Converting op input.85 : leaky_relu_
Adding op 'input.85' of type leaky_relu
Converting op 463 : constant
Adding op '463' of type const
Converting op 464 : constant
Adding op '464' of type const
Converting op 465 : constant
Adding op '465' of type const
Converting op 466 : constant
Adding op '466' of type const
Converting op 467 : constant
Adding op '467' of type const
Converting op 471 : listconstruct
Adding op '471' of type const
Converting op 472 : listconstruct
Adding op '472' of type const
Converting op 473 : listconstruct
Adding op '473' of type const
Converting op 474 : listconstruct
Adding op '474' of type const
Converting op input.87 : _convolution
Adding op 'input.87' of type conv
Adding op 'input.87_pad_type_0' of type const
Adding op 'input.87_pad_0' of type const
Converting op 476 : leaky_relu_
Adding op '476' of type leaky_relu
Converting op 477 : constant
Adding op '477' of type const
Converting op 478 : constant
Adding op '478' of type const
Converting op 479 : constant
Adding op '479' of type const
Converting op 480 : constant
Adding op '480' of type const
Converting op 481 : constant
Adding op '481' of type const
Converting op 485 : listconstruct
Adding op '485' of type const
Converting op 486 : listconstruct
Adding op '486' of type const
Converting op 487 : listconstruct
Adding op '487' of type const
Converting op 488 : listconstruct
Adding op '488' of type const
Converting op input.89 : _convolution
Adding op 'input.89' of type conv
Adding op 'input.89_pad_type_0' of type const
Adding op 'input.89_pad_0' of type const
Converting op input.91 : leaky_relu_
Adding op 'input.91' of type leaky_relu
Converting op 491 : constant
Adding op '491' of type const
Converting op 492 : constant
Adding op '492' of type const
Converting op 493 : constant
Adding op '493' of type const
Converting op 494 : constant
Adding op '494' of type const
Converting op 495 : listconstruct
Adding op '495' of type const
Converting op 496 : listconstruct
Adding op '496' of type const
Converting op 497 : listconstruct
Adding op '497' of type const
Converting op 498 : listconstruct
Adding op '498' of type const
Converting op 499 : max_pool2d
Adding op '499' of type max_pool
Adding op '499_pad_type_0' of type const
Adding op '499_pad_0' of type const
Adding op '499_ceil_mode_0' of type const
Converting op 500 : constant
Adding op '500' of type const
Converting op 501 : constant
Adding op '501' of type const
Converting op 502 : constant
Adding op '502' of type const
Converting op 503 : constant
Adding op '503' of type const
Converting op 504 : listconstruct
Adding op '504' of type const
Converting op 505 : listconstruct
Adding op '505' of type const
Converting op 506 : listconstruct
Adding op '506' of type const
Converting op 507 : listconstruct
Adding op '507' of type const
Converting op 508 : max_pool2d
Adding op '508' of type max_pool
Adding op '508_pad_type_0' of type const
Adding op '508_pad_0' of type const
Adding op '508_ceil_mode_0' of type const
Converting op 509 : constant
Adding op '509' of type const
Converting op 510 : constant
Adding op '510' of type const
Converting op 511 : constant
Adding op '511' of type const
Converting op 512 : constant
Adding op '512' of type const
Converting op 513 : listconstruct
Adding op '513' of type const
Converting op 514 : listconstruct
Adding op '514' of type const
Converting op 515 : listconstruct
Adding op '515' of type const
Converting op 516 : listconstruct
Adding op '516' of type const
Converting op 517 : max_pool2d
Adding op '517' of type max_pool
Adding op '517_pad_type_0' of type const
Adding op '517_pad_0' of type const
Adding op '517_ceil_mode_0' of type const
Converting op 518 : constant
Adding op '518' of type const
Converting op 519 : listconstruct
Converting op input.93 : cat
Adding op 'input.93' of type concat
Adding op 'input.93_interleave_0' of type const
Converting op 521 : constant
Adding op '521' of type const
Converting op 522 : constant
Adding op '522' of type const
Converting op 523 : constant
Adding op '523' of type const
Converting op 524 : constant
Adding op '524' of type const
Converting op 525 : constant
Adding op '525' of type const
Converting op 529 : listconstruct
Adding op '529' of type const
Converting op 530 : listconstruct
Adding op '530' of type const
Converting op 531 : listconstruct
Adding op '531' of type const
Converting op 532 : listconstruct
Adding op '532' of type const
Converting op input.95 : _convolution
Adding op 'input.95' of type conv
Adding op 'input.95_pad_type_0' of type const
Adding op 'input.95_pad_0' of type const
Converting op 534 : leaky_relu_
Adding op '534' of type leaky_relu
Converting op 535 : constant
Adding op '535' of type const
Converting op 536 : listconstruct
Converting op input.97 : cat
Adding op 'input.97' of type concat
Adding op 'input.97_interleave_0' of type const
Converting op 538 : constant
Adding op '538' of type const
Converting op 539 : constant
Adding op '539' of type const
Converting op 540 : constant
Adding op '540' of type const
Converting op 541 : constant
Adding op '541' of type const
Converting op 542 : constant
Adding op '542' of type const
Converting op 546 : listconstruct
Adding op '546' of type const
Converting op 547 : listconstruct
Adding op '547' of type const
Converting op 548 : listconstruct
Adding op '548' of type const
Converting op 549 : listconstruct
Adding op '549' of type const
Converting op input.99 : _convolution
Adding op 'input.99' of type conv
Adding op 'input.99_pad_type_0' of type const
Adding op 'input.99_pad_0' of type const
Converting op input.101 : leaky_relu_
Adding op 'input.101' of type leaky_relu
Converting op 552 : constant
Adding op '552' of type const
Converting op 553 : constant
Adding op '553' of type const
Converting op 554 : constant
Adding op '554' of type const
Converting op 555 : constant
Adding op '555' of type const
Converting op 556 : constant
Adding op '556' of type const
Converting op 560 : listconstruct
Adding op '560' of type const
Converting op 561 : listconstruct
Adding op '561' of type const
Converting op 562 : listconstruct
Adding op '562' of type const
Converting op 563 : listconstruct
Adding op '563' of type const
Converting op input.103 : _convolution
Adding op 'input.103' of type conv
Adding op 'input.103_pad_type_0' of type const
Adding op 'input.103_pad_0' of type const
Converting op input.105 : leaky_relu_
Adding op 'input.105' of type leaky_relu
Converting op 566 : constant
Adding op '566' of type const
Converting op 567 : constant
Converting op 568 : listconstruct
Adding op '568' of type const
Converting op 569 : upsample_nearest2d
Adding op '569' of type upsample_nearest_neighbor
Adding op '569_scale_factor_height_0' of type const
Adding op '569_scale_factor_width_0' of type const
Converting op 570 : constant
Adding op '570' of type const
Converting Frontend ==> MIL Ops: 49% 376/763 [00:00<00:00, 1604.48 ops/s]Converting op 571 : constant
Adding op '571' of type const
Converting op 572 : constant
Adding op '572' of type const
Converting op 573 : constant
Adding op '573' of type const
Converting op 574 : constant
Adding op '574' of type const
Converting op 578 : listconstruct
Adding op '578' of type const
Converting op 579 : listconstruct
Adding op '579' of type const
Converting op 580 : listconstruct
Adding op '580' of type const
Converting op 581 : listconstruct
Adding op '581' of type const
Converting op input.107 : _convolution
Adding op 'input.107' of type conv
Adding op 'input.107_pad_type_0' of type const
Adding op 'input.107_pad_0' of type const
Converting op 583 : leaky_relu_
Adding op '583' of type leaky_relu
Converting op 584 : constant
Adding op '584' of type const
Converting op 585 : listconstruct
Converting op input.109 : cat
Adding op 'input.109' of type concat
Adding op 'input.109_interleave_0' of type const
Converting op 587 : constant
Adding op '587' of type const
Converting op 588 : constant
Adding op '588' of type const
Converting op 589 : constant
Adding op '589' of type const
Converting op 590 : constant
Adding op '590' of type const
Converting op 591 : constant
Adding op '591' of type const
Converting op 595 : listconstruct
Adding op '595' of type const
Converting op 596 : listconstruct
Adding op '596' of type const
Converting op 597 : listconstruct
Adding op '597' of type const
Converting op 598 : listconstruct
Adding op '598' of type const
Converting op input.111 : _convolution
Adding op 'input.111' of type conv
Adding op 'input.111_pad_type_0' of type const
Adding op 'input.111_pad_0' of type const
Converting op 600 : leaky_relu_
Adding op '600' of type leaky_relu
Converting op 601 : constant
Adding op '601' of type const
Converting op 602 : constant
Adding op '602' of type const
Converting op 603 : constant
Adding op '603' of type const
Converting op 604 : constant
Adding op '604' of type const
Converting op 605 : constant
Adding op '605' of type const
Converting op 609 : listconstruct
Adding op '609' of type const
Converting op 610 : listconstruct
Adding op '610' of type const
Converting op 611 : listconstruct
Adding op '611' of type const
Converting op 612 : listconstruct
Adding op '612' of type const
Converting op input.113 : _convolution
Adding op 'input.113' of type conv
Adding op 'input.113_pad_type_0' of type const
Adding op 'input.113_pad_0' of type const
Converting op input.115 : leaky_relu_
Adding op 'input.115' of type leaky_relu
Converting op 615 : constant
Adding op '615' of type const
Converting op 616 : constant
Adding op '616' of type const
Converting op 617 : constant
Adding op '617' of type const
Converting op 618 : constant
Adding op '618' of type const
Converting op 619 : constant
Adding op '619' of type const
Converting op 623 : listconstruct
Adding op '623' of type const
Converting op 624 : listconstruct
Adding op '624' of type const
Converting op 625 : listconstruct
Adding op '625' of type const
Converting op 626 : listconstruct
Adding op '626' of type const
Converting op input.117 : _convolution
Adding op 'input.117' of type conv
Adding op 'input.117_pad_type_0' of type const
Adding op 'input.117_pad_0' of type const
Converting op input.119 : leaky_relu_
Adding op 'input.119' of type leaky_relu
Converting op 629 : constant
Adding op '629' of type const
Converting op 630 : constant
Adding op '630' of type const
Converting op 631 : constant
Adding op '631' of type const
Converting op 632 : constant
Adding op '632' of type const
Converting op 633 : constant
Adding op '633' of type const
Converting op 637 : listconstruct
Adding op '637' of type const
Converting op 638 : listconstruct
Adding op '638' of type const
Converting op 639 : listconstruct
Adding op '639' of type const
Converting op 640 : listconstruct
Adding op '640' of type const
Converting op input.121 : _convolution
Adding op 'input.121' of type conv
Adding op 'input.121_pad_type_0' of type const
Adding op 'input.121_pad_0' of type const
Converting op 642 : leaky_relu_
Adding op '642' of type leaky_relu
Converting op 643 : constant
Adding op '643' of type const
Converting op 644 : listconstruct
Converting op input.123 : cat
Adding op 'input.123' of type concat
Adding op 'input.123_interleave_0' of type const
Converting op 646 : constant
Adding op '646' of type const
Converting op 647 : constant
Adding op '647' of type const
Converting op 648 : constant
Adding op '648' of type const
Converting op 649 : constant
Adding op '649' of type const
Converting op 650 : constant
Adding op '650' of type const
Converting op 654 : listconstruct
Adding op '654' of type const
Converting op 655 : listconstruct
Adding op '655' of type const
Converting op 656 : listconstruct
Adding op '656' of type const
Converting op 657 : listconstruct
Adding op '657' of type const
Converting op input.125 : _convolution
Adding op 'input.125' of type conv
Adding op 'input.125_pad_type_0' of type const
Adding op 'input.125_pad_0' of type const
Converting op input.127 : leaky_relu_
Adding op 'input.127' of type leaky_relu
Converting op 660 : constant
Adding op '660' of type const
Converting op 661 : constant
Adding op '661' of type const
Converting op 662 : constant
Adding op '662' of type const
Converting op 663 : constant
Adding op '663' of type const
Converting op 664 : constant
Adding op '664' of type const
Converting op 668 : listconstruct
Adding op '668' of type const
Converting op 669 : listconstruct
Adding op '669' of type const
Converting op 670 : listconstruct
Adding op '670' of type const
Converting op 671 : listconstruct
Adding op '671' of type const
Converting op input.129 : _convolution
Adding op 'input.129' of type conv
Adding op 'input.129_pad_type_0' of type const
Adding op 'input.129_pad_0' of type const
Converting op input.131 : leaky_relu_
Adding op 'input.131' of type leaky_relu
Converting op 674 : constant
Adding op '674' of type const
Converting op 675 : constant
Converting op 676 : listconstruct
Adding op '676' of type const
Converting op 677 : upsample_nearest2d
Adding op '677' of type upsample_nearest_neighbor
Adding op '677_scale_factor_height_0' of type const
Adding op '677_scale_factor_width_0' of type const
Converting op 678 : constant
Adding op '678' of type const
Converting op 679 : constant
Adding op '679' of type const
Converting op 680 : constant
Adding op '680' of type const
Converting op 681 : constant
Adding op '681' of type const
Converting op 682 : constant
Adding op '682' of type const
Converting op 686 : listconstruct
Adding op '686' of type const
Converting op 687 : listconstruct
Adding op '687' of type const
Converting op 688 : listconstruct
Adding op '688' of type const
Converting op 689 : listconstruct
Adding op '689' of type const
Converting op input.133 : _convolution
Adding op 'input.133' of type conv
Adding op 'input.133_pad_type_0' of type const
Adding op 'input.133_pad_0' of type const
Converting op 691 : leaky_relu_
Adding op '691' of type leaky_relu
Converting op 692 : constant
Adding op '692' of type const
Converting op 693 : listconstruct
Converting op input.135 : cat
Adding op 'input.135' of type concat
Adding op 'input.135_interleave_0' of type const
Converting op 695 : constant
Adding op '695' of type const
Converting op 696 : constant
Adding op '696' of type const
Converting op 697 : constant
Adding op '697' of type const
Converting op 698 : constant
Adding op '698' of type const
Converting op 699 : constant
Adding op '699' of type const
Converting op 703 : listconstruct
Adding op '703' of type const
Converting op 704 : listconstruct
Adding op '704' of type const
Converting op 705 : listconstruct
Adding op '705' of type const
Converting op 706 : listconstruct
Adding op '706' of type const
Converting op input.137 : _convolution
Adding op 'input.137' of type conv
Adding op 'input.137_pad_type_0' of type const
Adding op 'input.137_pad_0' of type const
Converting op 708 : leaky_relu_
Adding op '708' of type leaky_relu
Converting op 709 : constant
Adding op '709' of type const
Converting op 710 : constant
Adding op '710' of type const
Converting op 711 : constant
Adding op '711' of type const
Converting op 712 : constant
Adding op '712' of type const
Converting op 713 : constant
Adding op '713' of type const
Converting op 717 : listconstruct
Adding op '717' of type const
Converting op 718 : listconstruct
Adding op '718' of type const
Converting op 719 : listconstruct
Adding op '719' of type const
Converting op 720 : listconstruct
Adding op '720' of type const
Converting op input.139 : _convolution
Adding op 'input.139' of type conv
Adding op 'input.139_pad_type_0' of type const
Adding op 'input.139_pad_0' of type const
Converting op input.141 : leaky_relu_
Adding op 'input.141' of type leaky_relu
Converting op 723 : constant
Adding op '723' of type const
Converting op 724 : constant
Adding op '724' of type const
Converting op 725 : constant
Adding op '725' of type const
Converting op 726 : constant
Adding op '726' of type const
Converting op 727 : constant
Adding op '727' of type const
Converting op 731 : listconstruct
Adding op '731' of type const
Converting op 732 : listconstruct
Adding op '732' of type const
Converting op 733 : listconstruct
Adding op '733' of type const
Converting op 734 : listconstruct
Adding op '734' of type const
Converting op input.143 : _convolution
Adding op 'input.143' of type conv
Adding op 'input.143_pad_type_0' of type const
Adding op 'input.143_pad_0' of type const
Converting op input.145 : leaky_relu_
Adding op 'input.145' of type leaky_relu
Converting op 737 : constant
Adding op '737' of type const
Converting op 738 : constant
Adding op '738' of type const
Converting op 739 : constant
Adding op '739' of type const
Converting op 740 : constant
Adding op '740' of type const
Converting op 741 : constant
Adding op '741' of type const
Converting op 745 : listconstruct
Adding op '745' of type const
Converting op 746 : listconstruct
Adding op '746' of type const
Converting op 747 : listconstruct
Adding op '747' of type const
Converting op 748 : listconstruct
Adding op '748' of type const
Converting op input.147 : _convolution
Adding op 'input.147' of type conv
Adding op 'input.147_pad_type_0' of type const
Adding op 'input.147_pad_0' of type const
Converting op 750 : leaky_relu_
Adding op '750' of type leaky_relu
Converting op 751 : constant
Adding op '751' of type const
Converting op 752 : listconstruct
Converting op input.149 : cat
Adding op 'input.149' of type concat
Adding op 'input.149_interleave_0' of type const
Converting op 754 : constant
Adding op '754' of type const
Converting op 755 : constant
Adding op '755' of type const
Converting op 756 : constant
Adding op '756' of type const
Converting op 757 : constant
Adding op '757' of type const
Converting op 758 : constant
Adding op '758' of type const
Converting op 762 : listconstruct
Adding op '762' of type const
Converting op 763 : listconstruct
Adding op '763' of type const
Converting op 764 : listconstruct
Adding op '764' of type const
Converting op 765 : listconstruct
Adding op '765' of type const
Converting op input.151 : _convolution
Adding op 'input.151' of type conv
Adding op 'input.151_pad_type_0' of type const
Adding op 'input.151_pad_0' of type const
Converting op input.153 : leaky_relu_
Adding op 'input.153' of type leaky_relu
Converting op 768 : constant
Adding op '768' of type const
Converting op 769 : constant
Adding op '769' of type const
Converting op 770 : constant
Adding op '770' of type const
Converting op 771 : constant
Adding op '771' of type const
Converting op 772 : constant
Adding op '772' of type const
Converting Frontend ==> MIL Ops: 71% 539/763 [00:00<00:00, 1365.08 ops/s]Converting op 773 : constant
Adding op '773' of type const
Converting op 777 : listconstruct
Adding op '777' of type const
Converting op 778 : listconstruct
Adding op '778' of type const
Converting op 779 : listconstruct
Adding op '779' of type const
Converting op 780 : listconstruct
Adding op '780' of type const
Converting op input.155 : _convolution
Adding op 'input.155' of type conv
Adding op 'input.155_pad_type_0' of type const
Adding op 'input.155_pad_0' of type const
Converting op 782 : leaky_relu_
Adding op '782' of type leaky_relu
Converting op 783 : constant
Adding op '783' of type const
Converting op 784 : listconstruct
Converting op input.157 : cat
Adding op 'input.157' of type concat
Adding op 'input.157_interleave_0' of type const
Converting op 786 : constant
Adding op '786' of type const
Converting op 787 : constant
Adding op '787' of type const
Converting op 788 : constant
Adding op '788' of type const
Converting op 789 : constant
Adding op '789' of type const
Converting op 790 : constant
Adding op '790' of type const
Converting op 794 : listconstruct
Adding op '794' of type const
Converting op 795 : listconstruct
Adding op '795' of type const
Converting op 796 : listconstruct
Adding op '796' of type const
Converting op 797 : listconstruct
Adding op '797' of type const
Converting op input.159 : _convolution
Adding op 'input.159' of type conv
Adding op 'input.159_pad_type_0' of type const
Adding op 'input.159_pad_0' of type const
Converting op 799 : leaky_relu_
Adding op '799' of type leaky_relu
Converting op 800 : constant
Adding op '800' of type const
Converting op 801 : constant
Adding op '801' of type const
Converting op 802 : constant
Adding op '802' of type const
Converting op 803 : constant
Adding op '803' of type const
Converting op 804 : constant
Adding op '804' of type const
Converting op 808 : listconstruct
Adding op '808' of type const
Converting op 809 : listconstruct
Adding op '809' of type const
Converting op 810 : listconstruct
Adding op '810' of type const
Converting op 811 : listconstruct
Adding op '811' of type const
Converting op input.161 : _convolution
Adding op 'input.161' of type conv
Adding op 'input.161_pad_type_0' of type const
Adding op 'input.161_pad_0' of type const
Converting op input.163 : leaky_relu_
Adding op 'input.163' of type leaky_relu
Converting op 814 : constant
Adding op '814' of type const
Converting op 815 : constant
Adding op '815' of type const
Converting op 816 : constant
Adding op '816' of type const
Converting op 817 : constant
Adding op '817' of type const
Converting op 818 : constant
Adding op '818' of type const
Converting op 822 : listconstruct
Adding op '822' of type const
Converting op 823 : listconstruct
Adding op '823' of type const
Converting op 824 : listconstruct
Adding op '824' of type const
Converting op 825 : listconstruct
Adding op '825' of type const
Converting op input.165 : _convolution
Adding op 'input.165' of type conv
Adding op 'input.165_pad_type_0' of type const
Adding op 'input.165_pad_0' of type const
Converting op input.167 : leaky_relu_
Adding op 'input.167' of type leaky_relu
Converting op 828 : constant
Adding op '828' of type const
Converting op 829 : constant
Adding op '829' of type const
Converting op 830 : constant
Adding op '830' of type const
Converting op 831 : constant
Adding op '831' of type const
Converting op 832 : constant
Adding op '832' of type const
Converting op 836 : listconstruct
Adding op '836' of type const
Converting op 837 : listconstruct
Adding op '837' of type const
Converting op 838 : listconstruct
Adding op '838' of type const
Converting op 839 : listconstruct
Adding op '839' of type const
Converting op input.169 : _convolution
Adding op 'input.169' of type conv
Adding op 'input.169_pad_type_0' of type const
Adding op 'input.169_pad_0' of type const
Converting op 841 : leaky_relu_
Adding op '841' of type leaky_relu
Converting op 842 : constant
Adding op '842' of type const
Converting op 843 : listconstruct
Converting op input.171 : cat
Adding op 'input.171' of type concat
Adding op 'input.171_interleave_0' of type const
Converting op 845 : constant
Adding op '845' of type const
Converting op 846 : constant
Adding op '846' of type const
Converting op 847 : constant
Adding op '847' of type const
Converting op 848 : constant
Adding op '848' of type const
Converting op 849 : constant
Adding op '849' of type const
Converting op 853 : listconstruct
Adding op '853' of type const
Converting op 854 : listconstruct
Adding op '854' of type const
Converting op 855 : listconstruct
Adding op '855' of type const
Converting op 856 : listconstruct
Adding op '856' of type const
Converting op input.173 : _convolution
Adding op 'input.173' of type conv
Adding op 'input.173_pad_type_0' of type const
Adding op 'input.173_pad_0' of type const
Converting op input.175 : leaky_relu_
Adding op 'input.175' of type leaky_relu
Converting op 859 : constant
Adding op '859' of type const
Converting op 860 : constant
Adding op '860' of type const
Converting op 861 : constant
Adding op '861' of type const
Converting op 862 : constant
Adding op '862' of type const
Converting op 863 : constant
Adding op '863' of type const
Converting op 864 : constant
Adding op '864' of type const
Converting op 868 : listconstruct
Adding op '868' of type const
Converting op 869 : listconstruct
Adding op '869' of type const
Converting op 870 : listconstruct
Adding op '870' of type const
Converting op 871 : listconstruct
Adding op '871' of type const
Converting op input.177 : _convolution
Adding op 'input.177' of type conv
Adding op 'input.177_pad_type_0' of type const
Adding op 'input.177_pad_0' of type const
Converting op 873 : leaky_relu_
Adding op '873' of type leaky_relu
Converting op 874 : constant
Adding op '874' of type const
Converting op 875 : listconstruct
Converting op input.179 : cat
Adding op 'input.179' of type concat
Adding op 'input.179_interleave_0' of type const
Converting op 877 : constant
Adding op '877' of type const
Converting op 878 : constant
Adding op '878' of type const
Converting op 879 : constant
Adding op '879' of type const
Converting op 880 : constant
Adding op '880' of type const
Converting op 881 : constant
Adding op '881' of type const
Converting op 885 : listconstruct
Adding op '885' of type const
Converting op 886 : listconstruct
Adding op '886' of type const
Converting op 887 : listconstruct
Adding op '887' of type const
Converting op 888 : listconstruct
Adding op '888' of type const
Converting op input.181 : _convolution
Adding op 'input.181' of type conv
Adding op 'input.181_pad_type_0' of type const
Adding op 'input.181_pad_0' of type const
Converting op 890 : leaky_relu_
Adding op '890' of type leaky_relu
Converting op 891 : constant
Adding op '891' of type const
Converting op 892 : constant
Adding op '892' of type const
Converting op 893 : constant
Adding op '893' of type const
Converting op 894 : constant
Adding op '894' of type const
Converting op 895 : constant
Adding op '895' of type const
Converting op 899 : listconstruct
Adding op '899' of type const
Converting op 900 : listconstruct
Adding op '900' of type const
Converting op 901 : listconstruct
Adding op '901' of type const
Converting op 902 : listconstruct
Adding op '902' of type const
Converting op input.183 : _convolution
Adding op 'input.183' of type conv
Adding op 'input.183_pad_type_0' of type const
Adding op 'input.183_pad_0' of type const
Converting op input.185 : leaky_relu_
Adding op 'input.185' of type leaky_relu
Converting op 905 : constant
Adding op '905' of type const
Converting op 906 : constant
Adding op '906' of type const
Converting op 907 : constant
Adding op '907' of type const
Converting op 908 : constant
Adding op '908' of type const
Converting op 909 : constant
Adding op '909' of type const
Converting op 913 : listconstruct
Adding op '913' of type const
Converting op 914 : listconstruct
Adding op '914' of type const
Converting op 915 : listconstruct
Adding op '915' of type const
Converting op 916 : listconstruct
Adding op '916' of type const
Converting op input.187 : _convolution
Adding op 'input.187' of type conv
Adding op 'input.187_pad_type_0' of type const
Adding op 'input.187_pad_0' of type const
Converting op input.189 : leaky_relu_
Adding op 'input.189' of type leaky_relu
Converting op 919 : constant
Adding op '919' of type const
Converting op 920 : constant
Adding op '920' of type const
Converting op 921 : constant
Adding op '921' of type const
Converting op 922 : constant
Adding op '922' of type const
Converting op 923 : constant
Adding op '923' of type const
Converting op 927 : listconstruct
Adding op '927' of type const
Converting op 928 : listconstruct
Adding op '928' of type const
Converting op 929 : listconstruct
Adding op '929' of type const
Converting op 930 : listconstruct
Adding op '930' of type const
Converting op input.191 : _convolution
Adding op 'input.191' of type conv
Adding op 'input.191_pad_type_0' of type const
Adding op 'input.191_pad_0' of type const
Converting op 932 : leaky_relu_
Adding op '932' of type leaky_relu
Converting op 933 : constant
Adding op '933' of type const
Converting op 934 : listconstruct
Converting op input.193 : cat
Adding op 'input.193' of type concat
Adding op 'input.193_interleave_0' of type const
Converting op 936 : constant
Adding op '936' of type const
Converting op 937 : constant
Adding op '937' of type const
Converting op 938 : constant
Adding op '938' of type const
Converting op 939 : constant
Adding op '939' of type const
Converting op 940 : constant
Adding op '940' of type const
Converting op 944 : listconstruct
Adding op '944' of type const
Converting op 945 : listconstruct
Adding op '945' of type const
Converting op 946 : listconstruct
Adding op '946' of type const
Converting op 947 : listconstruct
Adding op '947' of type const
Converting op input.195 : _convolution
Adding op 'input.195' of type conv
Adding op 'input.195_pad_type_0' of type const
Adding op 'input.195_pad_0' of type const
Converting op input.201 : leaky_relu_
Adding op 'input.201' of type leaky_relu
Converting Frontend ==> MIL Ops: 89% 680/763 [00:00<00:00, 1211.57 ops/s]Converting op 950 : constant
Adding op '950' of type const
Converting op 951 : constant
Adding op '951' of type const
Converting op 952 : constant
Adding op '952' of type const
Converting op 953 : constant
Adding op '953' of type const
Converting op 954 : constant
Adding op '954' of type const
Converting op 958 : listconstruct
Adding op '958' of type const
Converting op 959 : listconstruct
Adding op '959' of type const
Converting op 960 : listconstruct
Adding op '960' of type const
Converting op 961 : listconstruct
Adding op '961' of type const
Converting op input.197 : _convolution
Adding op 'input.197' of type conv
Adding op 'input.197_pad_type_0' of type const
Adding op 'input.197_pad_0' of type const
Converting op input.205 : leaky_relu_
Adding op 'input.205' of type leaky_relu
Converting op 964 : constant
Adding op '964' of type const
Converting op 965 : constant
Adding op '965' of type const
Converting op 966 : constant
Adding op '966' of type const
Converting op 967 : constant
Adding op '967' of type const
Converting op 968 : constant
Adding op '968' of type const
Converting op 972 : listconstruct
Adding op '972' of type const
Converting op 973 : listconstruct
Adding op '973' of type const
Converting op 974 : listconstruct
Adding op '974' of type const
Converting op 975 : listconstruct
Adding op '975' of type const
Converting op input.199 : _convolution
Adding op 'input.199' of type conv
Adding op 'input.199_pad_type_0' of type const
Adding op 'input.199_pad_0' of type const
Converting op input.207 : leaky_relu_
Adding op 'input.207' of type leaky_relu
Converting op 978 : constant
Adding op '978' of type const
Converting op 979 : constant
Adding op '979' of type const
Converting op 980 : constant
Adding op '980' of type const
Converting op 981 : constant
Adding op '981' of type const
Converting op 982 : constant
Adding op '982' of type const
Converting op 986 : listconstruct
Adding op '986' of type const
Converting op 987 : listconstruct
Adding op '987' of type const
Converting op 988 : listconstruct
Adding op '988' of type const
Converting op 989 : listconstruct
Adding op '989' of type const
Converting op input.203 : _convolution
Adding op 'input.203' of type conv
Adding op 'input.203_pad_type_0' of type const
Adding op 'input.203_pad_0' of type const
Converting op input : leaky_relu_
Adding op 'input' of type leaky_relu
Converting op 992 : constant
Adding op '992' of type const
Converting op 993 : constant
Adding op '993' of type const
Converting op 994 : constant
Adding op '994' of type const
Converting op 995 : constant
Adding op '995' of type const
Converting op 996 : constant
Adding op '996' of type const
Converting op 997 : constant
Adding op '997' of type const
Converting op 998 : constant
Adding op '998' of type const
Converting op 999 : constant
Adding op '999' of type const
Converting op 1008 : listconstruct
Adding op '1008' of type const
Converting op 1009 : listconstruct
Adding op '1009' of type const
Converting op 1010 : listconstruct
Adding op '1010' of type const
Converting op 1011 : listconstruct
Adding op '1011' of type const
Converting op 1012 : _convolution
Adding op '1012' of type conv
Adding op '1012_pad_type_0' of type const
Adding op '1012_pad_0' of type const
Converting op 1013 : size
Adding op '1013_shape' of type shape
Adding op 'const_0' of type const
Converting op 1014 : size
Adding op '1014_shape' of type shape
Adding op 'const_1' of type const
Converting op 1015 : size
Adding op '1015_shape' of type shape
Adding op 'const_2' of type const
Converting op 1016 : listconstruct
Adding op '1016' of type const
Converting op 1017 : view
Adding op 'cast_0' of type cast
Adding op 'cast_0_dtype_0' of type const
Adding op '1017' of type reshape
Converting op 1018 : listconstruct
Adding op '1018' of type const
Converting op 1019 : permute
Adding op '1019' of type transpose
Converting op 1020 : contiguous
Setting pytorch op: %1020 = contiguous[](%1019, %997) to no-op.
Converting op 1023 : listconstruct
Adding op '1023' of type const
Converting op 1024 : listconstruct
Adding op '1024' of type const
Converting op 1025 : listconstruct
Adding op '1025' of type const
Converting op 1026 : listconstruct
Adding op '1026' of type const
Converting op 1027 : _convolution
Adding op '1027' of type conv
Adding op '1027_pad_type_0' of type const
Adding op '1027_pad_0' of type const
Converting op 1028 : size
Adding op '1028_shape' of type shape
Adding op 'const_3' of type const
Converting op 1029 : size
Adding op '1029_shape' of type shape
Adding op 'const_4' of type const
Converting op 1030 : size
Adding op '1030_shape' of type shape
Adding op 'const_5' of type const
Converting op 1031 : listconstruct
Adding op '1031' of type const
Converting op 1032 : view
Adding op 'cast_1' of type cast
Adding op 'cast_1_dtype_0' of type const
Adding op '1032' of type reshape
Converting op 1033 : listconstruct
Adding op '1033' of type const
Converting op 1034 : permute
Adding op '1034' of type transpose
Converting op 1035 : contiguous
Setting pytorch op: %1035 = contiguous[](%1034, %997) to no-op.
Converting op 1038 : listconstruct
Adding op '1038' of type const
Converting op 1039 : listconstruct
Adding op '1039' of type const
Converting op 1040 : listconstruct
Adding op '1040' of type const
Converting op 1041 : listconstruct
Adding op '1041' of type const
Converting op 1042 : _convolution
Adding op '1042' of type conv
Adding op '1042_pad_type_0' of type const
Adding op '1042_pad_0' of type const
Converting op 1043 : size
Adding op '1043_shape' of type shape
Adding op 'const_6' of type const
Converting op 1044 : size
Adding op '1044_shape' of type shape
Adding op 'const_7' of type const
Converting op 1045 : size
Adding op '1045_shape' of type shape
Adding op 'const_8' of type const
Converting op 1046 : listconstruct
Adding op '1046' of type const
Converting op 1047 : view
Adding op 'cast_2' of type cast
Adding op 'cast_2_dtype_0' of type const
Adding op '1047' of type reshape
Converting op 1048 : listconstruct
Adding op '1048' of type const
Converting op 1049 : permute
Adding op '1049' of type transpose
Converting op 1050 : contiguous
Setting pytorch op: %1050 = contiguous[](%1049, %997) to no-op.
Converting op 1051 : tupleconstruct
Converting op 1052 : tupleunpack
Converting Frontend ==> MIL Ops: 100% 761/763 [00:00<00:00, 1253.41 ops/s]
Performing passes for torch frontend: "common::dead_code_elimination"
Removing op "const_8" (type: const)
Removing op "1045_shape" (type: shape)
Removing op "const_7" (type: const)
Removing op "1044_shape" (type: shape)
Removing op "const_6" (type: const)
Removing op "1043_shape" (type: shape)
Removing op "1041" (type: const)
Removing op "1039" (type: const)
Removing op "const_5" (type: const)
Removing op "1030_shape" (type: shape)
Removing op "const_4" (type: const)
Removing op "1029_shape" (type: shape)
Removing op "const_3" (type: const)
Removing op "1028_shape" (type: shape)
Removing op "1026" (type: const)
Removing op "1024" (type: const)
Removing op "const_2" (type: const)
Removing op "1015_shape" (type: shape)
Removing op "const_1" (type: const)
Removing op "1014_shape" (type: shape)
Removing op "const_0" (type: const)
Removing op "1013_shape" (type: shape)
Removing op "1011" (type: const)
Removing op "1009" (type: const)
Removing op "999" (type: const)
Removing op "998" (type: const)
Removing op "997" (type: const)
Removing op "995" (type: const)
Removing op "994" (type: const)
Removing op "993" (type: const)
Removing op "992" (type: const)
Removing op "989" (type: const)
Removing op "987" (type: const)
Removing op "982" (type: const)
Removing op "981" (type: const)
Removing op "980" (type: const)
Removing op "975" (type: const)
Removing op "973" (type: const)
Removing op "968" (type: const)
Removing op "967" (type: const)
Removing op "966" (type: const)
Removing op "961" (type: const)
Removing op "959" (type: const)
Removing op "954" (type: const)
Removing op "953" (type: const)
Removing op "952" (type: const)
Removing op "947" (type: const)
Removing op "945" (type: const)
Removing op "940" (type: const)
Removing op "939" (type: const)
Removing op "938" (type: const)
Removing op "930" (type: const)
Removing op "928" (type: const)
Removing op "923" (type: const)
Removing op "922" (type: const)
Removing op "921" (type: const)
Removing op "916" (type: const)
Removing op "914" (type: const)
Removing op "909" (type: const)
Removing op "908" (type: const)
Removing op "907" (type: const)
Removing op "902" (type: const)
Removing op "900" (type: const)
Removing op "895" (type: const)
Removing op "894" (type: const)
Removing op "893" (type: const)
Removing op "888" (type: const)
Removing op "886" (type: const)
Removing op "881" (type: const)
Removing op "880" (type: const)
Removing op "879" (type: const)
Removing op "871" (type: const)
Removing op "869" (type: const)
Removing op "864" (type: const)
Removing op "863" (type: const)
Removing op "862" (type: const)
Removing op "860" (type: const)
Removing op "856" (type: const)
Removing op "854" (type: const)
Removing op "849" (type: const)
Removing op "848" (type: const)
Removing op "847" (type: const)
Removing op "839" (type: const)
Removing op "837" (type: const)
Removing op "832" (type: const)
Removing op "831" (type: const)
Removing op "830" (type: const)
Removing op "825" (type: const)
Removing op "823" (type: const)
Removing op "818" (type: const)
Removing op "817" (type: const)
Removing op "816" (type: const)
Removing op "811" (type: const)
Removing op "809" (type: const)
Removing op "804" (type: const)
Removing op "803" (type: const)
Removing op "802" (type: const)
Removing op "797" (type: const)
Removing op "795" (type: const)
Removing op "790" (type: const)
Removing op "789" (type: const)
Removing op "788" (type: const)
Removing op "780" (type: const)
Removing op "778" (type: const)
Removing op "773" (type: const)
Removing op "772" (type: const)
Removing op "771" (type: const)
Removing op "769" (type: const)
Removing op "765" (type: const)
Removing op "763" (type: const)
Removing op "758" (type: const)
Removing op "757" (type: const)
Removing op "756" (type: const)
Removing op "748" (type: const)
Removing op "746" (type: const)
Removing op "741" (type: const)
Removing op "740" (type: const)
Removing op "739" (type: const)
Removing op "734" (type: const)
Removing op "732" (type: const)
Removing op "727" (type: const)
Removing op "726" (type: const)
Removing op "725" (type: const)
Removing op "720" (type: const)
Removing op "718" (type: const)
Removing op "713" (type: const)
Removing op "712" (type: const)
Removing op "711" (type: const)
Removing op "706" (type: const)
Removing op "704" (type: const)
Removing op "699" (type: const)
Removing op "698" (type: const)
Removing op "697" (type: const)
Removing op "689" (type: const)
Removing op "687" (type: const)
Removing op "682" (type: const)
Removing op "681" (type: const)
Removing op "680" (type: const)
Removing op "676" (type: const)
Removing op "674" (type: const)
Removing op "671" (type: const)
Removing op "669" (type: const)
Removing op "664" (type: const)
Removing op "663" (type: const)
Removing op "662" (type: const)
Removing op "657" (type: const)
Removing op "655" (type: const)
Removing op "650" (type: const)
Removing op "649" (type: const)
Removing op "648" (type: const)
Removing op "640" (type: const)
Removing op "638" (type: const)
Removing op "633" (type: const)
Removing op "632" (type: const)
Removing op "631" (type: const)
Removing op "626" (type: const)
Removing op "624" (type: const)
Removing op "619" (type: const)
Removing op "618" (type: const)
Removing op "617" (type: const)
Removing op "612" (type: const)
Removing op "610" (type: const)
Removing op "605" (type: const)
Removing op "604" (type: const)
Removing op "603" (type: const)
Removing op "598" (type: const)
Removing op "596" (type: const)
Removing op "591" (type: const)
Removing op "590" (type: const)
Removing op "589" (type: const)
Removing op "581" (type: const)
Removing op "579" (type: const)
Removing op "574" (type: const)
Removing op "573" (type: const)
Removing op "572" (type: const)
Removing op "568" (type: const)
Removing op "566" (type: const)
Removing op "563" (type: const)
Removing op "561" (type: const)
Removing op "556" (type: const)
Removing op "555" (type: const)
Removing op "554" (type: const)
Removing op "549" (type: const)
Removing op "547" (type: const)
Removing op "542" (type: const)
Removing op "541" (type: const)
Removing op "540" (type: const)
Removing op "532" (type: const)
Removing op "530" (type: const)
Removing op "525" (type: const)
Removing op "524" (type: const)
Removing op "523" (type: const)
Removing op "516" (type: const)
Removing op "515" (type: const)
Removing op "512" (type: const)
Removing op "511" (type: const)
Removing op "510" (type: const)
Removing op "509" (type: const)
Removing op "507" (type: const)
Removing op "506" (type: const)
Removing op "503" (type: const)
Removing op "502" (type: const)
Removing op "501" (type: const)
Removing op "500" (type: const)
Removing op "498" (type: const)
Removing op "497" (type: const)
Removing op "494" (type: const)
Removing op "493" (type: const)
Removing op "492" (type: const)
Removing op "491" (type: const)
Removing op "488" (type: const)
Removing op "486" (type: const)
Removing op "481" (type: const)
Removing op "480" (type: const)
Removing op "479" (type: const)
Removing op "474" (type: const)
Removing op "472" (type: const)
Removing op "467" (type: const)
Removing op "466" (type: const)
Removing op "465" (type: const)
Removing op "460" (type: const)
Removing op "458" (type: const)
Removing op "453" (type: const)
Removing op "452" (type: const)
Removing op "451" (type: const)
Removing op "443" (type: const)
Removing op "441" (type: const)
Removing op "436" (type: const)
Removing op "435" (type: const)
Removing op "434" (type: const)
Removing op "429" (type: const)
Removing op "427" (type: const)
Removing op "422" (type: const)
Removing op "421" (type: const)
Removing op "420" (type: const)
Removing op "415" (type: const)
Removing op "413" (type: const)
Removing op "408" (type: const)
Removing op "407" (type: const)
Removing op "406" (type: const)
Removing op "401" (type: const)
Removing op "399" (type: const)
Removing op "394" (type: const)
Removing op "393" (type: const)
Removing op "392" (type: const)
Removing op "388" (type: const)
Removing op "387" (type: const)
Removing op "384" (type: const)
Removing op "383" (type: const)
Removing op "382" (type: const)
Removing op "381" (type: const)
Removing op "378" (type: const)
Removing op "376" (type: const)
Removing op "371" (type: const)
Removing op "370" (type: const)
Removing op "369" (type: const)
Removing op "361" (type: const)
Removing op "359" (type: const)
Removing op "354" (type: const)
Removing op "353" (type: const)
Removing op "352" (type: const)
Removing op "347" (type: const)
Removing op "345" (type: const)
Removing op "340" (type: const)
Removing op "339" (type: const)
Removing op "338" (type: const)
Removing op "333" (type: const)
Removing op "331" (type: const)
Removing op "326" (type: const)
Removing op "325" (type: const)
Removing op "324" (type: const)
Removing op "319" (type: const)
Removing op "317" (type: const)
Removing op "312" (type: const)
Removing op "311" (type: const)
Removing op "310" (type: const)
Removing op "306" (type: const)
Removing op "305" (type: const)
Removing op "302" (type: const)
Removing op "301" (type: const)
Removing op "300" (type: const)
Removing op "299" (type: const)
Removing op "296" (type: const)
Removing op "294" (type: const)
Removing op "289" (type: const)
Removing op "288" (type: const)
Removing op "287" (type: const)
Removing op "279" (type: const)
Removing op "277" (type: const)
Removing op "272" (type: const)
Removing op "271" (type: const)
Removing op "270" (type: const)
Removing op "265" (type: const)
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Removing op "256" (type: const)
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Removing op "176" (type: const)
Removing op "175" (type: const)
Removing op "174" (type: const)
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Removing op "160" (type: const)
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Removing op "153" (type: const)
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Removing op "146" (type: const)
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Removing op "133" (type: const)
Removing op "132" (type: const)
Removing op "130" (type: const)
Removing op "126" (type: const)
Removing op "124" (type: const)
Removing op "119" (type: const)
Removing op "118" (type: const)
Removing op "117" (type: const)
Removing op "115" (type: const)
Performing passes for torch frontend: "common::loop_invariant_elimination"
Performing passes for torch frontend: "common::dead_code_elimination"
Performing passes for torch frontend: "torch::torch_upsample_to_core_upsample"
Performing passes for torch frontend: "torch::torch_tensor_assign_to_core"
Running MIL Common passes: 0% 0/34 [00:00<?, ? passes/s]Performing pass: "common::cast_optimization"
Performing pass: "common::const_elimination"
Performing pass: "common::sanitize_input_output_names"
/usr/local/lib/python3.7/dist-packages/coremltools/converters/mil/mil/passes/name_sanitization_utils.py:129: UserWarning: Output, '1019', of the source model, has been renamed to 'var_1019' in the Core ML model.
warnings.warn(msg.format(var.name, new_name))
/usr/local/lib/python3.7/dist-packages/coremltools/converters/mil/mil/passes/name_sanitization_utils.py:129: UserWarning: Output, '1034', of the source model, has been renamed to 'var_1034' in the Core ML model.
warnings.warn(msg.format(var.name, new_name))
/usr/local/lib/python3.7/dist-packages/coremltools/converters/mil/mil/passes/name_sanitization_utils.py:129: UserWarning: Output, '1049', of the source model, has been renamed to 'var_1049' in the Core ML model.
warnings.warn(msg.format(var.name, new_name))
Performing pass: "common::divide_to_multiply"
Performing pass: "common::add_conv_transpose_output_shape"
Performing pass: "common::const_elimination"
Performing pass: "common::loop_invariant_elimination"
Performing pass: "common::remove_symbolic_reshape"
remove_symbolic_reshape: changed 0 reshapes.
Performing pass: "common::noop_elimination"
Performing pass: "common::fuse_matmul_weight_bias"
Performing pass: "common::fuse_linear_bias"
Performing pass: "common::fuse_gelu_tanh_approximation"
Adding op 'pow' of type pow
Adding op 'pow_y_0' of type const
Adding op 'mul_1' of type mul
Adding op 'mul_1_x_0' of type const
Adding op 'add' of type add
Adding op 'mul_2' of type mul
Adding op 'mul_2_x_0' of type const
Adding op 'tanh' of type tanh
Adding op 'add_1' of type add
Adding op 'add_1_x_0' of type const
Adding op 'mul' of type mul
Adding op 'mul_x_0' of type const
Adding op 'mul_3' of type mul
Adding op 'pow' of type pow
Adding op 'pow_y_1' of type const
Adding op 'mul_1' of type mul
Adding op 'mul_1_x_1' of type const
Adding op 'add' of type add
Adding op 'mul_2' of type mul
Adding op 'mul_2_x_1' of type const
Adding op 'tanh' of type tanh
Adding op 'add_1' of type add
Adding op 'add_1_x_1' of type const
Adding op 'mul' of type mul
Adding op 'mul_x_1' of type const
Adding op 'mul_3' of type mul
Performing pass: "common::fuse_gelu_exact"
Performing pass: "common::fuse_leaky_relu"
Performing pass: "common::rank0_expand_dims_swap"
Performing pass: "common::use_reflection_padding"
Performing pass: "common::merge_consecutive_paddings"
Performing pass: "common::pad_conv_connect"
Performing pass: "common::image_input_preprocess"
Performing pass: "common::replace_stack_reshape"
Performing pass: "common::reduce_transposes"
Adding op 'identity_0' of type identity
Adding op 'identity_1' of type identity
Adding op 'identity_2' of type identity
Running MIL Common passes: 62% 21/34 [00:00<00:00, 179.68 passes/s]Performing pass: "common::fuse_conv_scale"
Performing pass: "common::fuse_conv_bias"
Performing pass: "common::fuse_onehot_matmul_to_gather"
Performing pass: "common::fuse_layernorm_or_instancenorm"
Performing pass: "common::fuse_elementwise_to_batchnorm"
Performing pass: "common::fuse_reduce_mean"
Performing pass: "common::fuse_conv_batchnorm"
Performing pass: "common::fuse_conv_scale"
Performing pass: "common::fuse_conv_bias"
Performing pass: "common::detect_concat_interleave"
Performing pass: "common::concat_to_pixel_shuffle"
Performing pass: "common::remove_redundant_ops"
Performing pass: "common::dead_code_elimination"
Removing op "cast_2_dtype_0" (type: const)
Removing op "cast_1_dtype_0" (type: const)
Removing op "cast_0_dtype_0" (type: const)
Running MIL Common passes: 100% 34/34 [00:00<00:00, 221.50 passes/s]
Running MIL Clean up passes: 0% 0/9 [00:00<?, ? passes/s]Performing pass: "common::cast_optimization"
Performing pass: "common::const_elimination"
Performing pass: "common::loop_invariant_elimination"
Performing pass: "common::noop_elimination"
Performing pass: "common::dedup_op_and_var_names"
Performing pass: "common::reduce_transposes"
Adding op 'identity_3' of type identity
Adding op 'identity_4' of type identity
Adding op 'identity_5' of type identity
Performing pass: "common::remove_redundant_ops"
Running MIL Clean up passes: 78% 7/9 [00:00<00:00, 68.75 passes/s]Performing pass: "common::topological_reorder"
Adding op 'transpose_0' of type transpose
Adding op 'transpose_1' of type transpose
Adding op 'transpose_2' of type transpose
Performing pass: "common::dead_code_elimination"
Running MIL Clean up passes: 100% 9/9 [00:00<00:00, 81.30 passes/s]
Performing passes for nn_backend: "nn_backend::commingle_loop_vars"
Performing passes for nn_backend: "nn_backend::handle_return_inputs_as_outputs"
Performing passes for nn_backend: "common::const_elimination"
Performing passes for nn_backend: "common::dead_code_elimination"
Performing passes for nn_backend: "nn_backend::handle_unused_inputs"
Performing passes for nn_backend: "nn_backend::alert_return_type_cast"
Translating MIL ==> NeuralNetwork Ops: 100% 668/668 [00:00<00:00, 1188.31 ops/s]
CoreML export success, saved as ./yolov7-tiny.mlmodel
Starting TorchScript-Lite export with torch 1.12.0+cu113...
TorchScript-Lite export success, saved as ./yolov7-tiny.torchscript.ptl
Starting ONNX export with onnx 1.12.0...
/content/yolov7/models/yolo.py:582: TracerWarning: Converting a tensor to a Python boolean might cause the trace to be incorrect. We can't record the data flow of Python values, so this value will be treated as a constant in the future. This means that the trace might not generalize to other inputs!
if augment:
/content/yolov7/models/yolo.py:614: TracerWarning: Converting a tensor to a Python boolean might cause the trace to be incorrect. We can't record the data flow of Python values, so this value will be treated as a constant in the future. This means that the trace might not generalize to other inputs!
if profile:
/content/yolov7/models/yolo.py:629: TracerWarning: Converting a tensor to a Python boolean might cause the trace to be incorrect. We can't record the data flow of Python values, so this value will be treated as a constant in the future. This means that the trace might not generalize to other inputs!
if profile:
ONNX export success, saved as ./yolov7-tiny.onnx
Export complete (14.09s). Visualize with https://github.com/lutzroeder/netron.