model split
2020.07.30 08:15
https://forums.fast.ai/t/pytorch-best-way-to-get-at-intermediate-layers-in-vgg-and-resnet/5707/2
class ResNet50Bottom(nn.Module): def __init__(self, original_model): super(ResNet50Bottom, self).__init__() self.features = nn.Sequential(*list(original_model.children())[:-2]) def forward(self, x): x = self.features(x) return x res50_model = models.resnet50(pretrained=True) res50_conv2 = ResNet50Bottom(res50_model) outputs = res50_conv2(inputs) outputs.data.shape # => torch.Size([4, 2048, 7, 7])
번호 | 제목 | 글쓴이 | 날짜 | 조회 수 |
---|---|---|---|---|
274 | slide note 삭제 슬라이드 노트 삭제 | WHRIA | 2018.09.12 | 4410 |
273 | Deep learning 기반 DEMO | WHRIA | 2018.09.16 | 7120 |
272 | register | WHRIA | 2018.09.21 | 1920 |
271 | ambient-light-sensor | WHRIA | 2018.09.29 | 273 |
270 | Intro | WHRIA | 2018.10.01 | 4038 |
269 | faster rcnn cuda 10 | WHRIA | 2018.10.06 | 2101 |
268 | delayed network drive connect | WHRIA | 2018.10.07 | 152 |
267 | mixed precision training [1] | WHRIA | 2018.11.06 | 1777 |
266 | excel 에서 소수점 표시 함수 | WHRIA | 2018.11.08 | 197 |
265 | ac-68u dd-wrt 에서 정펌으로 복구 | WHRIA | 2018.11.22 | 544 |
264 | fatal error: turbojpeg.h: No such file or directory | WHRIA | 2018.11.24 | 642 |
263 | CNN Models | WHRIA | 2018.12.23 | 352 |
262 | imbalanced dataset | WHRIA | 2018.12.26 | 43 |
261 | center % crop | WHRIA | 2018.12.27 | 69 |
260 | Swap file add | WHRIA | 2019.01.02 | 2130 |
https://discuss.pytorch.org/t/how-to-extract-features-of-an-image-from-a-trained-model/119/3