tensorflow:: ops:: AccumulateNV2
#include <math_ops.h>
Returns the element-wise sum of a list of tensors.
Summary
tf.accumulate_n_v2
performs the same operation as tf.add_n
, but does not wait for all of its inputs to be ready before beginning to sum. This can save memory if inputs are ready at different times, since minimum temporary storage is proportional to the output size rather than the inputs size.
Unlike the original accumulate_n
, accumulate_n_v2
is differentiable.
Returns a Tensor
of same shape and type as the elements of inputs
.
Args:
- scope: A Scope object
- inputs: A list of
Tensor
objects, each with same shape and type. - shape: Shape of elements of
inputs
.
Returns:
Output
: The sum tensor.
Constructors and Destructors |
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AccumulateNV2(const ::tensorflow::Scope & scope, ::tensorflow::InputList inputs, PartialTensorShape shape)
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Public attributes |
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operation
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sum
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Public functions |
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node() const
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::tensorflow::Node *
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operator::tensorflow::Input() const
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operator::tensorflow::Output() const
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Public attributes
operation
Operation operation
sum
::tensorflow::Output sum
Public functions
AccumulateNV2
AccumulateNV2( const ::tensorflow::Scope & scope, ::tensorflow::InputList inputs, PartialTensorShape shape )
node
::tensorflow::Node * node() const
operator::tensorflow::Input
operator::tensorflow::Input() const
operator::tensorflow::Output
operator::tensorflow::Output() const