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hub / github.com/MiniMax-AI/VTP / forward

Method forward

vtp/utils/lpips.py:151–166  ·  view source on GitHub ↗
(self, X)

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149 param.requires_grad = False
150
151 def forward(self, X):
152 h = self.slice1(X)
153 h_relu1_2 = h
154 h = self.slice2(h)
155 h_relu2_2 = h
156 h = self.slice3(h)
157 h_relu3_3 = h
158 h = self.slice4(h)
159 h_relu4_3 = h
160 h = self.slice5(h)
161 h_relu5_3 = h
162 vgg_outputs = namedtuple(
163 "VggOutputs", ["relu1_2", "relu2_2", "relu3_3", "relu4_3", "relu5_3"]
164 )
165 out = vgg_outputs(h_relu1_2, h_relu2_2, h_relu3_3, h_relu4_3, h_relu5_3)
166 return out
167
168
169def normalize_tensor(x, eps=1e-10):

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