From 89d1d5c449b7575ca27815f425579767b212af95 Mon Sep 17 00:00:00 2001 From: Andre Simpelo Date: Fri, 30 Sep 2016 13:29:51 -0700 Subject: [PATCH] Fixed documentation for batch_normalization (#4689) --- tensorflow/python/ops/nn.py | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/tensorflow/python/ops/nn.py b/tensorflow/python/ops/nn.py index 992e0f6f791..1e4d0a1b1a0 100644 --- a/tensorflow/python/ops/nn.py +++ b/tensorflow/python/ops/nn.py @@ -936,9 +936,9 @@ def batch_normalization(x, As described in http://arxiv.org/abs/1502.03167. Normalizes a tensor by `mean` and `variance`, and applies (optionally) a - `scale` \\\\(\gamma\\\\) to it, as well as an `offset` \\\\(\\beta\\\\): + `scale` \\(\gamma\\) to it, as well as an `offset` \\(\beta\\): - \\\\(\\frac{\gamma(x-\mu)}{\sigma}+\\beta\\\\) + \\(\frac{\gamma(x-\mu)}{\sigma}+\beta\\) `mean`, `variance`, `offset` and `scale` are all expected to be of one of two shapes: @@ -964,9 +964,9 @@ def batch_normalization(x, x: Input `Tensor` of arbitrary dimensionality. mean: A mean `Tensor`. variance: A variance `Tensor`. - offset: An offset `Tensor`, often denoted \\\\(\\beta\\\\) in equations, or + offset: An offset `Tensor`, often denoted \\(\beta\\) in equations, or None. If present, will be added to the normalized tensor. - scale: A scale `Tensor`, often denoted \\\\(\gamma\\\\) in equations, or + scale: A scale `Tensor`, often denoted \\(\gamma\\) in equations, or `None`. If present, the scale is applied to the normalized tensor. variance_epsilon: A small float number to avoid dividing by 0. name: A name for this operation (optional).