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-rw-r--r--tensorflow/g3doc/api_docs/python/nn.md4
1 files changed, 2 insertions, 2 deletions
diff --git a/tensorflow/g3doc/api_docs/python/nn.md b/tensorflow/g3doc/api_docs/python/nn.md
index 6540a614c1..8da65f848e 100644
--- a/tensorflow/g3doc/api_docs/python/nn.md
+++ b/tensorflow/g3doc/api_docs/python/nn.md
@@ -820,7 +820,7 @@ classes are mutually exclusive (each entry is in exactly one class). For
example, each CIFAR-10 image is labeled with one and only one label: an image
can be a dog or a truck, but not both.
-**NOTE:**: While the classes are mutually exclusive, their probabilities
+**NOTE:** While the classes are mutually exclusive, their probabilities
need not be. All that is required is that each row of `labels` is
a valid probability distribution. If using exclusive `labels`
(wherein one and only one class is true at a time), see
@@ -857,7 +857,7 @@ classes are mutually exclusive (each entry is in exactly one class). For
example, each CIFAR-10 image is labeled with one and only one label: an image
can be a dog or a truck, but not both.
-**NOTE:**: For this operation, the probability of a given label is considered
+**NOTE:** For this operation, the probability of a given label is considered
exclusive. That is, soft classes are not allowed, and the `labels` vector
must provide a single specific index for the true class for each row of
`logits` (each minibatch entry). For soft softmax classification with