tensorflow::ops::QuantizeAndDequantizeV4
#include <array_ops.h>
Returns the gradient of QuantizeAndDequantizeV4
.
Summary
This is almost identical to QuantizeAndDequantizeV2, except that it returns a gradient of 1 for inputs that are within the quantization range, or 0 otherwise.
Arguments:
- scope: A Scope object
Returns:
-
Output
: The output tensor.
Constructors and Destructors | |
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QuantizeAndDequantizeV4(const ::tensorflow::Scope & scope, ::tensorflow::Input input, ::tensorflow::Input input_min, ::tensorflow::Input input_max) | |
QuantizeAndDequantizeV4(const ::tensorflow::Scope & scope, ::tensorflow::Input input, ::tensorflow::Input input_min, ::tensorflow::Input input_max, const QuantizeAndDequantizeV4::Attrs & attrs) |
Public attributes | |
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operation | |
output |
Public functions | |
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node() const | ::tensorflow::Node * |
operator::tensorflow::Input() const | |
operator::tensorflow::Output() const |
Public static functions | |
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Axis(int64 x) | |
NarrowRange(bool x) | |
NumBits(int64 x) | |
RangeGiven(bool x) | |
RoundMode(StringPiece x) | |
SignedInput(bool x) |
Structs | |
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tensorflow::ops::QuantizeAndDequantizeV4::Attrs | Optional attribute setters for QuantizeAndDequantizeV4. |
Public attributes
operation
Operation operation
output
::tensorflow::Output output
Public functions
QuantizeAndDequantizeV4
QuantizeAndDequantizeV4( const ::tensorflow::Scope & scope, ::tensorflow::Input input, ::tensorflow::Input input_min, ::tensorflow::Input input_max )
QuantizeAndDequantizeV4
QuantizeAndDequantizeV4( const ::tensorflow::Scope & scope, ::tensorflow::Input input, ::tensorflow::Input input_min, ::tensorflow::Input input_max, const QuantizeAndDequantizeV4::Attrs & attrs )
node
::tensorflow::Node * node() const
operator::tensorflow::Input
operator::tensorflow::Input() const
operator::tensorflow::Output
operator::tensorflow::Output() const
Public static functions
Axis
Attrs Axis( int64 x )
NarrowRange
Attrs NarrowRange( bool x )
NumBits
Attrs NumBits( int64 x )
RangeGiven
Attrs RangeGiven( bool x )
RoundMode
Attrs RoundMode( StringPiece x )
SignedInput
Attrs SignedInput( bool x )
© 2020 The TensorFlow Authors. All rights reserved.
Licensed under the Creative Commons Attribution License 4.0.
Code samples licensed under the Apache 2.0 License.
https://www.tensorflow.org/versions/r2.4/api_docs/cc/class/tensorflow/ops/quantize-and-dequantize-v4