tensorflow:: ops:: QuantizedInstanceNorm

#include <array_ops.h>

量子化インスタンス正規化。

まとめ

議論:

  • スコープ:スコープオブジェクト
  • x: 4D入力テンソル。
  • x_min: The value represented by the lowest quantized input.
  • x_max: The value represented by the highest quantized input.

オプション属性（ Attrs参照）：

  • output_range_given: If True, given_y_min and given_y_min and given_y_max are used as the output range. Otherwise, the implementation computes the output range.
  • given_y_min: Output in y_min if output_range_given is True.
  • given_y_max: Output in y_max if output_range_given is True.
  • variance_epsilon: A small float number to avoid dividing by 0.
  • min_separation: y_max - y_minの最小値

返品:

  • Output y: 4Dテンソル。
  • Output y_min: The value represented by the lowest quantized output.
  • Output y_max: The value represented by the highest quantized output.

コンストラクターとデストラクタ

QuantizedInstanceNorm (const :: tensorflow::Scope & scope, :: tensorflow::Input x, :: tensorflow::Input x_min, :: tensorflow::Input x_max)
QuantizedInstanceNorm (const :: tensorflow::Scope & scope, :: tensorflow::Input x, :: tensorflow::Input x_min, :: tensorflow::Input x_max, const QuantizedInstanceNorm::Attrs & attrs)

公開属性

operation
y
y_max
y_min

パブリック静的関数

GivenYMax (float x)
GivenYMin (float x)
MinSeparation (float x)
OutputRangeGiven (bool x)
VarianceEpsilon (float x)

構造

tensorflow:: ops:: QuantizedInstanceNorm:: Attrs

Optional attribute setters for QuantizedInstanceNorm .

公開属性

手術

Operation operation

y 

::tensorflow::Output y

y_max 

::tensorflow::Output y_max

y_min 

::tensorflow::Output y_min

公的機能

QuantizedInstanceNorm 

 QuantizedInstanceNorm(
  const ::tensorflow::Scope & scope,
  ::tensorflow::Input x,
  ::tensorflow::Input x_min,
  ::tensorflow::Input x_max
)

QuantizedInstanceNorm 

 QuantizedInstanceNorm(
  const ::tensorflow::Scope & scope,
  ::tensorflow::Input x,
  ::tensorflow::Input x_min,
  ::tensorflow::Input x_max,
  const QuantizedInstanceNorm::Attrs & attrs
)

パブリック静的関数

GivenYMax 

Attrs GivenYMax(
  float x
)

GivenYMin 

Attrs GivenYMin(
  float x
)

最小分離

Attrs MinSeparation(
  float x
)

出力範囲指定

Attrs OutputRangeGiven(
  bool x
)

分散イプシロン

Attrs VarianceEpsilon(
  float x
)