Warning: This API is deprecated and will be removed in a future version of TensorFlow after the replacement is stable.

QuantizedDepthwiseConv2D

public final class QuantizedDepthwiseConv2D

Computes quantized depthwise Conv2D.

Nested Classes

class QuantizedDepthwiseConv2D.Options Optional attributes for QuantizedDepthwiseConv2D

Public Methods

static <V, T, U> QuantizedDepthwiseConv2D <V>
create ( Scope scope, Operand <T> input, Operand <U> filter, Operand <Float> minInput, Operand <Float> maxInput, Operand <Float> minFilter, Operand <Float> maxFilter, Class<V> outType, List<Long> strides, String padding, Options... options)
Factory method to create a class wrapping a new QuantizedDepthwiseConv2D operation.
static QuantizedDepthwiseConv2D.Options
dilations (List<Long> dilations)
Output <Float>
maxOutput ()
The float value that the maximum quantized output value represents.
Output <Float>
minOutput ()
The float value that the minimum quantized output value represents.
Output <V>
output ()
The output tensor.

Inherited Methods

Public Methods

public static QuantizedDepthwiseConv2D <V> create ( Scope scope, Operand <T> input, Operand <U> filter, Operand <Float> minInput, Operand <Float> maxInput, Operand <Float> minFilter, Operand <Float> maxFilter, Class<V> outType, List<Long> strides, String padding, Options... options)

Factory method to create a class wrapping a new QuantizedDepthwiseConv2D operation.

Parameters
scope current scope
input The original input tensor.
filter The original filter tensor.
minInput The float value that the minimum quantized input value represents.
maxInput The float value that the maximum quantized input value represents.
minFilter The float value that the minimum quantized filter value represents.
maxFilter The float value that the maximum quantized filter value represents.
outType The type of the output.
strides List of stride values.
options carries optional attributes values
Returns
  • a new instance of QuantizedDepthwiseConv2D

public static QuantizedDepthwiseConv2D.Options dilations (List<Long> dilations)

Parameters
dilations List of dilation values.

public Output <Float> maxOutput ()

The float value that the maximum quantized output value represents.

public Output <Float> minOutput ()

The float value that the minimum quantized output value represents.

public Output <V> output ()

The output tensor.