Merge branch 'main' into patch-1

Svetlana Karslioglu · web-flow · commit 0945f40d560b · 2023-04-11T08:16:21.000-07:00
diff --git a/beginner_source/dcgan_faces_tutorial.py b/beginner_source/dcgan_faces_tutorial.py
@@ -459,7 +459,7 @@ def forward(self, input):
 # With :math:`D` and :math:`G` setup, we can specify how they learn
 # through the loss functions and optimizers. We will use the Binary Cross
 # Entropy loss
-# (`BCELoss <https://pytorch.org/docs/stable/nn.html#torch.nn.BCELoss>`__)
+# (`BCELoss <https://pytorch.org/docs/stable/generated/torch.nn.BCELoss.html#torch.nn.BCELoss>`__)
 # function which is defined in PyTorch as:
 # 
 # .. math:: \ell(x, y) = L = \{l_1,\dots,l_N\}^\top, \quad l_n = - \left[ y_n \cdot \log x_n + (1 - y_n) \cdot \log (1 - x_n) \right]

Original file line number	Diff line number	Diff line change
`@@ -459,7 +459,7 @@ def forward(self, input):`
`459`	`459`	# With :math:`D` and :math:`G` setup, we can specify how they learn
`460`	`460`	`# through the loss functions and optimizers. We will use the Binary Cross`
`461`	`461`	`# Entropy loss`
`462`		-# (`BCELoss <https://pytorch.org/docs/stable/nn.html#torch.nn.BCELoss>`__)
	`462`	+# (`BCELoss <https://pytorch.org/docs/stable/generated/torch.nn.BCELoss.html#torch.nn.BCELoss>`__)
`463`	`463`	`# function which is defined in PyTorch as:`
`464`	`464`	`#`
`465`	`465`	`# .. math:: \ell(x, y) = L = \{l_1,\dots,l_N\}^\top, \quad l_n = - \left[ y_n \cdot \log x_n + (1 - y_n) \cdot \log (1 - x_n) \right]`