Class QuantizedConv2DPerChannel<V extends TNumber>

java.lang.Object

org.tensorflow.op.RawOp

org.tensorflow.op.nn.QuantizedConv2DPerChannel<V>

All Implemented Interfaces:

Op

@Operator(group="nn")
public final class QuantizedConv2DPerChannel<V extends TNumber>
extends RawOp

Computes QuantizedConv2D per channel.

Nested Class Summary

Nested Classes

Modifier and Type	Class	Description
static class	QuantizedConv2DPerChannel.Inputs
static class	QuantizedConv2DPerChannel.Options	Optional attributes for QuantizedConv2DPerChannel

Field Summary

Fields

Modifier and Type	Field	Description
static final String	OP_NAME	The name of this op, as known by TensorFlow core engine

Fields inherited from class RawOp

operation

Constructor Summary

Constructors

Constructor	Description
QuantizedConv2DPerChannel(Operation operation)

Method Summary

Modifier and Type	Method	Description
static <V extends TNumber> QuantizedConv2DPerChannel<V>	create(Scope scope, Operand<? extends TNumber> input, Operand<? extends TNumber> filter, Operand<TFloat32> minInput, Operand<TFloat32> maxInput, Operand<TFloat32> minFilter, Operand<TFloat32> maxFilter, Class<V> outType, List<Long> strides, String padding, QuantizedConv2DPerChannel.Options... options)	Factory method to create a class wrapping a new QuantizedConv2DPerChannel operation.
static QuantizedConv2DPerChannel.Options	dilations(Long... dilations)	Sets the dilations option.
static QuantizedConv2DPerChannel.Options	dilations(List<Long> dilations)	Sets the dilations option.
Output<TFloat32>	maxOutput()	Gets maxOutput.
Output<TFloat32>	minOutput()	Gets minOutput.
Output<V>	output()	Gets output.

Methods inherited from class RawOp

equals, hashCode, op, toString

Methods inherited from class Object

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

Methods inherited from interface Op

env

Field Details

OP_NAME

public static final String OP_NAME

The name of this op, as known by TensorFlow core engine

See Also:

• Constant Field Values

Constructor Details

QuantizedConv2DPerChannel

public QuantizedConv2DPerChannel(Operation operation)

Method Details

create

@Endpoint(describeByClass=true)
public static <V extends TNumber>
QuantizedConv2DPerChannel<V> create(Scope scope,
 Operand<? extends TNumber> input,
 Operand<? extends TNumber> filter,
 Operand<TFloat32> minInput,
 Operand<TFloat32> maxInput,
 Operand<TFloat32> minFilter,
 Operand<TFloat32> maxFilter,
 Class<V> outType,
 List<Long> strides,
 String padding,
 QuantizedConv2DPerChannel.Options... options)

Factory method to create a class wrapping a new QuantizedConv2DPerChannel operation.

Type Parameters:

V - data type for QuantizedConv2DPerChannel output and operands

Parameters:

scope - current scope

input - The original input tensor.

filter - The original filter tensor.

minInput - The minimum value of the input tensor

maxInput - The maximum value of the input tensor.

minFilter - The minimum value of the filter tensor.

maxFilter - The maximum value of the filter tensor.

outType - The quantized type of output tensor that needs to be converted.

strides - list of stride values.

padding - The value of the padding attribute

options - carries optional attribute values

Returns:

a new instance of QuantizedConv2DPerChannel

dilations

public static QuantizedConv2DPerChannel.Options dilations(List<Long> dilations)

Sets the dilations option.

Parameters:

dilations - list of dilation values.

Returns:

this Options instance.

dilations

public static QuantizedConv2DPerChannel.Options dilations(Long... dilations)

Sets the dilations option.

Parameters:

dilations - list of dilation values.

Returns:

this Options instance.

output

public Output<V> output()

Gets output. The output tensor.

Returns:

output.

minOutput

public Output<TFloat32> minOutput()

Gets minOutput. The minimum value of the final output tensor.

Returns:

minOutput.

maxOutput

public Output<TFloat32> maxOutput()

Gets maxOutput. The maximum value of the final output tensor.

Returns:

maxOutput.