tensorflow::ops::ClipByValue
#include <math_ops.h>
Clips tensor values to a specified min and max.
Summary
Given a tensor t
, this operation returns a tensor of the same type and shape as t
with its values clipped to clip_value_min
and clip_value_max
. Any values less than clip_value_min
are set to clip_value_min
. Any values greater than clip_value_max
are set to clip_value_max
.
Arguments:
- scope: A Scope object
- t: A
Tensor
. - clip_value_min: A 0-D (scalar)
Tensor
, or aTensor
with the same shape ast
. The minimum value to clip by. - clip_value_max: A 0-D (scalar)
Tensor
, or aTensor
with the same shape ast
. The maximum value to clip by.
Returns:
Constructors and Destructors |
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ClipByValue(const ::tensorflow::Scope & scope, ::tensorflow::Input t, ::tensorflow::Input clip_value_min, ::tensorflow::Input clip_value_max)
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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
output
::tensorflow::Output output
Public functions
ClipByValue
ClipByValue( const ::tensorflow::Scope & scope, ::tensorflow::Input t, ::tensorflow::Input clip_value_min, ::tensorflow::Input clip_value_max )
node
::tensorflow::Node * node() const
operator::tensorflow::Input
operator::tensorflow::Input() const
operator::tensorflow::Output
operator::tensorflow::Output() const