tensorflow::ops::BiasAddGrad

tensorflow::ops::BiasAddGrad

#include <nn_ops.h>

The backward operation for "BiasAdd" on the "bias" tensor.

Summary

It accumulates all the values from out_backprop into the feature dimension. For NHWC data format, the feature dimension is the last. For NCHW data format, the feature dimension is the third-to-last.

Arguments:

• scope: A Scope object
• out_backprop: Any number of dimensions.

Optional attributes (see Attrs):

• data_format: Specify the data format of the input and output data. With the default format "NHWC", the bias tensor will be added to the last dimension of the value tensor. Alternatively, the format could be "NCHW", the data storage order of: [batch, in_channels, in_height, in_width]. The tensor will be added to "in_channels", the third-to-the-last dimension.

Returns:

• Output: 1-D with size the feature dimension of out_backprop.

Public attributes

::tensorflow::Output output

Public functions

 BiasAddGrad(
  const ::tensorflow::Scope & scope,
  ::tensorflow::Input out_backprop
)

 BiasAddGrad(
  const ::tensorflow::Scope & scope,
  ::tensorflow::Input out_backprop,
  const BiasAddGrad::Attrs & attrs
)

::tensorflow::Node * node() const 

operator::tensorflow::Input() const 

operator::tensorflow::Output() const 

Public static functions

Attrs DataFormat(
  StringPiece x
)