TEChopra1000 commented on a change in pull request #17435: Docs: Python 
tutorials doc fixes
URL: https://github.com/apache/incubator-mxnet/pull/17435#discussion_r371404167
 
 

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 File path: docs/python_docs/python/tutorials/extend/custom_layer.md
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 @@ -26,7 +26,6 @@ In this article, I will cover how to create a new layer from 
scratch, how to use
 
 To create a new layer in Gluon API, one must create a class that inherits from 
[Block](https://github.com/apache/incubator-mxnet/blob/master/python/mxnet/gluon/block.py#L123)
 class. This class provides the most basic functionality, and all pre-defined 
layers inherit from it directly or via other subclasses. Because each layer in 
Apache MxNet inherits from `Block`, words "layer" and "block" are used 
interchangeable inside of the Apache MxNet community.
 
 Review comment:
   ```suggestion
   To create a new layer in Gluon API, one must create a class that inherits 
from 
[Block](https://github.com/apache/incubator-mxnet/blob/c9818480680f84daa6e281a974ab263691302ba8/python/mxnet/gluon/block.py#L128)
 class. This class provides the most basic functionality, and all pre-defined 
layers inherit from it directly or via other subclasses. Because each layer in 
Apache MxNet inherits from `Block`, words "layer" and "block" are used 
interchangeable inside of the Apache MxNet community.
   ```

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