tensorflow::ops::DepthwiseConv2dNativeBackpropFilter

#include <nn_ops.h>

Computes the gradients of depthwise convolution with respect to the filter.

Summary

Arguments:

  • scope: A Scope object
  • input: 4-D with shape [batch, in_height, in_width, in_channels].
  • filter_sizes: An integer vector representing the tensor shape of filter, where filter is a 4-D [filter_height, filter_width, in_channels, depthwise_multiplier] tensor.
  • out_backprop: 4-D with shape [batch, out_height, out_width, out_channels]. Gradients w.r.t. the output of the convolution.
  • strides: The stride of the sliding window for each dimension of the input of the convolution.
  • padding: The type of padding algorithm to use.

Returns:

  • Output: 4-D with shape [filter_height, filter_width, in_channels, out_channels]. Gradient w.r.t. the filter input of the convolution.

Constructors and Destructors

DepthwiseConv2dNativeBackpropFilter(const ::tensorflow::Scope & scope, ::tensorflow::Input input, ::tensorflow::Input filter_sizes, ::tensorflow::Input out_backprop, const gtl::ArraySlice< int > & strides, StringPiece padding)

Public attributes

output

Public functions

node() const
::tensorflow::Node *
operator::tensorflow::Input() const
operator::tensorflow::Output() const

Public attributes

output

::tensorflow::Output output

Public functions

DepthwiseConv2dNativeBackpropFilter

 DepthwiseConv2dNativeBackpropFilter(
  const ::tensorflow::Scope & scope,
  ::tensorflow::Input input,
  ::tensorflow::Input filter_sizes,
  ::tensorflow::Input out_backprop,
  const gtl::ArraySlice< int > & strides,
  StringPiece padding
)

node

::tensorflow::Node * node() const 

operator::tensorflow::Input

 operator::tensorflow::Input() const 

operator::tensorflow::Output

 operator::tensorflow::Output() const