concat network
2020.08.27 00:19
https://discuss.pytorch.org/t/concatenate-layer-output-with-additional-input-data/20462
댓글 3
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WHRIA
2020.09.05 11:08
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WHRIA
2020.09.05 11:17
class MyModelA(nn.Module): def __init__(self): super(MyModelA, self).__init__() self.fc1 = nn.Linear(10, 2) def forward(self, x): x = self.fc1(x) return x class MyModelB(nn.Module): def __init__(self): super(MyModelB, self).__init__() self.fc1 = nn.Linear(20, 2) def forward(self, x): x = self.fc1(x) return x class MyEnsemble(nn.Module): def __init__(self, modelA, modelB): super(MyEnsemble, self).__init__() self.modelA = modelA self.modelB = modelB self.classifier = nn.Linear(4, 2) def forward(self, x1, x2): x1 = self.modelA(x1) x2 = self.modelB(x2) x = torch.cat((x1, x2), dim=1) x = self.classifier(F.relu(x)) return x # Create models and load state_dicts modelA = MyModelA() modelB = MyModelB() # Load state dicts modelA.load_state_dict(torch.load(PATH)) modelB.load_state_dict(torch.load(PATH)) model = MyEnsemble(modelA, modelB) x1, x2 = torch.randn(1, 10), torch.randn(1, 20) output = model(x1, x2)
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WHRIA
2020.10.08 13:08
https://gist.github.com/andrewjong/6b02ff237533b3b2c554701fb53d5c4d
번호 | 제목 | 글쓴이 | 날짜 | 조회 수 |
---|---|---|---|---|
171 | 인생 헛살지는 않았다. | WHRIA | 2007.07.24 | 7227 |
170 | 버릴 것은 버리십시요. | WHRIA | 2007.08.09 | 7236 |
169 | 슬라이스 | WHRIA | 2008.08.22 | 7247 |
168 | Perfume | WHRIA | 2007.08.11 | 7248 |
167 | 자동로그인 | WHRIA | 2008.05.17 | 7265 |
166 | 오랜만에 medicalphoto 업데이트를 하려고 보니 | WHRIA | 2012.01.23 | 7277 |
165 | Bot | WHRIA | 2008.12.12 | 7308 |
164 | 의전원 비용 | WHRIA | 2013.01.15 | 7376 |
163 | Now I cover it. | WHRIA | 2007.08.03 | 7404 |
162 | gold bar | WHRIA | 2008.10.19 | 7408 |
161 | MedicalPhoto 1.0.5 | WHRIA | 2008.05.25 | 7451 |
160 | Boost lib 를 쓸까 MFC 를 쓸까 | WHRIA | 2012.12.10 | 7459 |
159 | 열심히 일하기 | WHRIA | 2007.09.11 | 7466 |
158 | Power | WHRIA | 2007.08.29 | 7488 |
157 | PhotoPhoto 프로젝트 시작 | WHRIA | 2012.12.09 | 7488 |
https://discuss.pytorch.org/t/combining-trained-models-in-pytorch/28383/2