tensorflow::ops::QuantizeAndDequantizeV3
#include <array_ops.h>
Quantizes then dequantizes a tensor.
Summary
This is almost identical to QuantizeAndDequantizeV2, except that num_bits is a tensor, so its value can change during training.
Arguments:
- scope: A Scope object
Returns:
-
Output
: The output tensor.
Constructors and Destructors | |
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QuantizeAndDequantizeV3(const ::tensorflow::Scope & scope, ::tensorflow::Input input, ::tensorflow::Input input_min, ::tensorflow::Input input_max, ::tensorflow::Input num_bits) | |
QuantizeAndDequantizeV3(const ::tensorflow::Scope & scope, ::tensorflow::Input input, ::tensorflow::Input input_min, ::tensorflow::Input input_max, ::tensorflow::Input num_bits, const QuantizeAndDequantizeV3::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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NarrowRange(bool x) | |
RangeGiven(bool x) | |
SignedInput(bool x) |
Structs | |
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tensorflow::ops::QuantizeAndDequantizeV3::Attrs | Optional attribute setters for QuantizeAndDequantizeV3. |
Public attributes
operation
Operation operation
output
::tensorflow::Output output
Public functions
QuantizeAndDequantizeV3
QuantizeAndDequantizeV3( const ::tensorflow::Scope & scope, ::tensorflow::Input input, ::tensorflow::Input input_min, ::tensorflow::Input input_max, ::tensorflow::Input num_bits )
QuantizeAndDequantizeV3
QuantizeAndDequantizeV3( const ::tensorflow::Scope & scope, ::tensorflow::Input input, ::tensorflow::Input input_min, ::tensorflow::Input input_max, ::tensorflow::Input num_bits, const QuantizeAndDequantizeV3::Attrs & attrs )
node
::tensorflow::Node * node() const
operator::tensorflow::Input
operator::tensorflow::Input() const
operator::tensorflow::Output
operator::tensorflow::Output() const
Public static functions
NarrowRange
Attrs NarrowRange( bool x )
RangeGiven
Attrs RangeGiven( bool x )
SignedInput
Attrs SignedInput( bool x )
© 2020 The TensorFlow Authors. All rights reserved.
Licensed under the Creative Commons Attribution License 3.0.
Code samples licensed under the Apache 2.0 License.
https://www.tensorflow.org/versions/r1.15/api_docs/cc/class/tensorflow/ops/quantize-and-dequantize-v3