org.tensorflow.op.core

Class QuantizedDepthwiseConv2D<V>

java.lang.Object

org.tensorflow.op.PrimitiveOp

org.tensorflow.op.core.QuantizedDepthwiseConv2D<V>

Type Parameters:

V - data type for output() output

All Implemented Interfaces:

Op

public final class QuantizedDepthwiseConv2D<V>
extends PrimitiveOp

Computes quantized depthwise Conv2D.

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	QuantizedDepthwiseConv2D.Options Optional attributes for QuantizedDepthwiseConv2D

Field Summary

Fields inherited from class org.tensorflow.op.PrimitiveOp

operation

Method Summary

Modifier and Type	Method and Description
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, QuantizedDepthwiseConv2D.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.

Methods inherited from class org.tensorflow.op.PrimitiveOp

equals, hashCode, op, toString

Methods inherited from class java.lang.Object

clone, finalize, getClass, notify, notifyAll, wait, wait, wait

Method Detail

create

public 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,
                                                         QuantizedDepthwiseConv2D.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.

padding -

options - carries optional attributes values

Returns:

a new instance of QuantizedDepthwiseConv2D

dilations

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

Parameters:

dilations - List of dilation values.

output

public Output<V> output()

The output tensor.

minOutput

public Output<Float> minOutput()

The float value that the minimum quantized output value represents.

maxOutput

public Output<Float> maxOutput()

The float value that the maximum quantized output value represents.