:mod:`blueoil.layers.experiment`
================================

.. py:module:: blueoil.layers.experiment

.. autoapi-nested-parse::

   ATTENTION: Experiment package contains highly experiment layers.
   Users should use this package with advanced knowledge.



Submodules
----------
.. toctree::
   :titlesonly:
   :maxdepth: 1

   max_unpool_with_argmax/index.rst


Package Contents
----------------


Functions
~~~~~~~~~

.. autoapisummary::

   blueoil.layers.experiment.max_unpool_with_argmax


.. function:: max_unpool_with_argmax(x, argmax, ksize, data_format='NHWC')

   LeapMind max unpool with argmax function using Defun.
      Computes a partial inverse of MaxPoolWithArgmax.
      This function returns max unpooled tensor.
      If data format is `NCHW`, pre-transpose and post-transpose would be added.

      The function name in graph is `io.leapmind.MaxUnpoolWithArgmax`.

   :param x: The max pooled inputs.
   :type x: tf.Variable
   :param argmax: The argmax from tf.nn.max_pool_with_argmax which has same
                  shape with inputs.
   :type argmax: tf.Variable
   :param ksize: Size of the max pooling window.
   :type ksize: list
   :param data_format: An optional string from "NHWC", "NCHW". Defaults to "NHWC".(Default value = 'NHWC')

   :returns: An unpooled tensor.
   :rtype: tf.Variable