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tensorflow::ops::DataFormatVecPermute

#include <nn_ops.h>

Permute input tensor from src_format to dst_format.

Summary

Given source and destination format strings of length n=4 or 5, the input tensor must be a vector of size n or n-2, or a 2D tensor of shape (n, 2) or (n-2, 2).

If the first dimension of the input tensor is n-2, it is assumed that non-spatial dimensions are omitted (i.e N, C).

For example, with src_format of NHWC, dst_format of NCHW, and input:

[1, 2, 3, 4]
, the output will be:
[1, 4, 2, 3]
With src_format of NDHWC, dst_format of NCDHW, and input:
[[1, 6], [2, 7], [3, 8], [4, 9], [5, 10]]
, the output will be:
[[1, 6], [5, 10], [2, 7], [3, 8], [4, 9]]
With src_format of NHWC, dst_format of NCHW, and input:
[1, 2]
, the output will be:
[1, 2]

Args:

  • scope: A Scope object
  • x: Tensor of rank 1 or 2 in source data format.

Optional attributes (see Attrs):

  • src_format: source data format.
  • dst_format: destination data format.

Returns:

Constructors and Destructors

DataFormatVecPermute(const ::tensorflow::Scope & scope, ::tensorflow::Input x)
DataFormatVecPermute(const ::tensorflow::Scope & scope, ::tensorflow::Input x, const DataFormatVecPermute::Attrs & attrs)

Public attributes

operation
y

Public functions

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

Public static functions

DstFormat(StringPiece x)
SrcFormat(StringPiece x)

Structs

tensorflow::ops::DataFormatVecPermute::Attrs

Optional attribute setters for DataFormatVecPermute.

Public attributes

operation

Operation operation

Public functions

DataFormatVecPermute

 DataFormatVecPermute(
  const ::tensorflow::Scope & scope,
  ::tensorflow::Input x
)

DataFormatVecPermute

 DataFormatVecPermute(
  const ::tensorflow::Scope & scope,
  ::tensorflow::Input x,
  const DataFormatVecPermute::Attrs & attrs
)

node

::tensorflow::Node * node() const 

operator::tensorflow::Input

 operator::tensorflow::Input() const 

operator::tensorflow::Output

 operator::tensorflow::Output() const 

Public static functions

DstFormat

Attrs DstFormat(
  StringPiece x
)

SrcFormat

Attrs SrcFormat(
  StringPiece x
)