From 4b5308ef4698ea47eec25cf93ae09ae0c49cff8b Mon Sep 17 00:00:00 2001
From: Yong Tang <yong.tang.github@outlook.com>
Date: Thu, 10 May 2018 11:38:04 -0700
Subject: [PATCH] Use "```" (backtick) for code blocks in adding_an_op.md
 (#19187)

* Use "```" (backtick) for code blocks in adding_an_op.md

In adding_an_op.md, most of the code blocks uses "```" (backtick)
and annotations are added automatically. Though there was one
place where the code block are done with manual html code. This
is really error-prune and hard to change if there is an update
in the future.

This fix converts to "```c++" (backticks) so that it is easy
to maintain in the future.

Signed-off-by: Yong Tang <yong.tang.github@outlook.com>

* Fix extra `\` at the beginning of the block

Signed-off-by: Yong Tang <yong.tang.github@outlook.com>

* Update adding_an_op.md

add new lines where the <br/> tags were.
---
 tensorflow/docs_src/extend/adding_an_op.md | 63 ++++++++++++++++--------------
 1 file changed, 34 insertions(+), 29 deletions(-)

diff --git a/tensorflow/docs_src/extend/adding_an_op.md b/tensorflow/docs_src/extend/adding_an_op.md
index c379549..1b028be 100644
--- a/tensorflow/docs_src/extend/adding_an_op.md
+++ b/tensorflow/docs_src/extend/adding_an_op.md
@@ -863,48 +863,53 @@ REGISTER_OP("ZeroOut")
 Instead of writing another `OpKernel` with redundant code as above, often you
 will be able to use a C++ template instead.  You will still have one kernel
 registration (`REGISTER_KERNEL_BUILDER` call) per overload.
-<pre class="prettyprint"><code class="lang-cpp">
-<b>template &lt;typename T&gt;</b>
+```c++
+template <typename T>
 class ZeroOutOp : public OpKernel {
  public:
-  explicit ZeroOutOp(OpKernelConstruction\* context) : OpKernel(context) {}<br/>
-  void Compute(OpKernelContext\* context) override {
+  explicit ZeroOutOp(OpKernelConstruction* context) : OpKernel(context) {}
+  
+  void Compute(OpKernelContext* context) override {
     // Grab the input tensor
-    const Tensor& input\_tensor = context-&gt;input(0);
-    auto input = input\_tensor.flat<b>&lt;T&gt;</b>();<br/>
+    const Tensor& input_tensor = context->input(0);
+    auto input = input_tensor.flat<T>();
+    
     // Create an output tensor
     Tensor* output = NULL;
-    OP\_REQUIRES\_OK(context,
-                   context-&gt;allocate\_output(0, input_tensor.shape(), &output));
-    auto output\_flat = output-&gt;template flat<b>&lt;T&gt;</b>();<br/>
+    OP_REQUIRES_OK(context,
+                   context->allocate_output(0, input_tensor.shape(), &output));
+    auto output_flat = output->template flat<T>();
+    
     // Set all the elements of the output tensor to 0
     const int N = input.size();
-    for (int i = 0; i &lt; N; i++) {
-      output\_flat(i) = 0;
-    }<br/>
+    for (int i = 0; i < N; i++) {
+      output_flat(i) = 0;
+    }
+    
     // Preserve the first input value
-    if (N &gt; 0) output\_flat(0) = input(0);
+    if (N > 0) output_flat(0) = input(0);
   }
-};<br/>
-// Note that TypeConstraint&lt;int32&gt;("T") means that attr "T" (defined
+};
+
+// Note that TypeConstraint<int32>("T") means that attr "T" (defined
 // in the op registration above) must be "int32" to use this template
-// instantiation.</b>
-REGISTER\_KERNEL\_BUILDER(
+// instantiation.
+REGISTER_KERNEL_BUILDER(
     Name("ZeroOut")
-    .Device(DEVICE\_CPU)
-    .TypeConstraint&lt;int32&gt;("T"),
-    <b>ZeroOutOp&lt;int32&gt;</b>);
-REGISTER\_KERNEL\_BUILDER(
+    .Device(DEVICE_CPU)
+    .TypeConstraint<int32>("T"),
+    ZeroOutOp<int32>);
+REGISTER_KERNEL_BUILDER(
     Name("ZeroOut")
-    .Device(DEVICE\_CPU)
-    .TypeConstraint&lt;float&gt;("T"),
-    <b>ZeroOutOp&lt;float&gt;</b>);
-<b>REGISTER\_KERNEL\_BUILDER(
+    .Device(DEVICE_CPU)
+    .TypeConstraint<float>("T"),
+    ZeroOutOp<float>);
+REGISTER_KERNEL_BUILDER(
     Name("ZeroOut")
-    .Device(DEVICE\_CPU)
-    .TypeConstraint&lt;double&gt;("T"),
-    ZeroOutOp&lt;double&gt;);
-</b></code></pre>
+    .Device(DEVICE_CPU)
+    .TypeConstraint<double>("T"),
+    ZeroOutOp<double>);
+```
 
 If you have more than a couple overloads, you can put the registration in a
 macro.
-- 
2.7.4