tensorflow::ops::FakeQuantWithMinMaxArgs
tensorflow::ops::FakeQuantWithMinMaxArgs
#include <array_ops.h>
Fake-quantize the 'inputs' tensor, type float to 'outputs' tensor of same type.
Summary
Attributes [min; max] define the clamping range for the 'inputs' data. Op divides this range into 255 steps (total of 256 values), then replaces each 'inputs' value with the closest of the quantized step values. 'num_bits' is the bitwidth of the quantization; between 2 and 8, inclusive.
Quantization is called fake since the output is still in floating point.
Arguments:
- scope: A Scope object
Returns:
-
Output
: The outputs tensor.
Constructors and Destructors | |
---|---|
FakeQuantWithMinMaxArgs(const ::tensorflow::Scope & scope, ::tensorflow::Input inputs) | |
FakeQuantWithMinMaxArgs(const ::tensorflow::Scope & scope, ::tensorflow::Input inputs, const FakeQuantWithMinMaxArgs::Attrs & attrs) |
Public attributes | |
---|---|
outputs |
Public functions | |
---|---|
node() const | ::tensorflow::Node * |
operator::tensorflow::Input() const | |
operator::tensorflow::Output() const |
Public static functions | |
---|---|
Max(float x) | |
Min(float x) | |
NumBits(int64 x) |
Structs | |
---|---|
tensorflow::ops::FakeQuantWithMinMaxArgs::Attrs | Optional attribute setters for FakeQuantWithMinMaxArgs. |
Public attributes
outputs
::tensorflow::Output outputs
Public functions
FakeQuantWithMinMaxArgs
FakeQuantWithMinMaxArgs( const ::tensorflow::Scope & scope, ::tensorflow::Input inputs )
FakeQuantWithMinMaxArgs
FakeQuantWithMinMaxArgs( const ::tensorflow::Scope & scope, ::tensorflow::Input inputs, const FakeQuantWithMinMaxArgs::Attrs & attrs )
node
::tensorflow::Node * node() const
operator::tensorflow::Input
operator::tensorflow::Input() const
operator::tensorflow::Output
operator::tensorflow::Output() const
Public static functions
Max
Attrs Max( float x )
Min
Attrs Min( float x )
NumBits
Attrs NumBits( int64 x )
© 2017 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/api_docs/cc/class/tensorflow/ops/fake-quant-with-min-max-args.html