org.bytedeco.javacpp

Class tensorflow.QuantizedConv2D

java.lang.Object

org.bytedeco.javacpp.Pointer

org.bytedeco.javacpp.tensorflow.QuantizedConv2D

All Implemented Interfaces:

AutoCloseable

Enclosing class:

tensorflow

@Namespace(value="tensorflow::ops")
 @NoOffset
public static class tensorflow.QuantizedConv2D
extends Pointer

Computes a 2D convolution given quantized 4D input and filter tensors. The inputs are quantized tensors where the lowest value represents the real number of the associated minimum, and the highest represents the maximum. This means that you can only interpret the quantized output in the same way, by taking the returned minimum and maximum values into account. Arguments: * scope: A Scope object * filter: filter's input_depth dimension must match input's depth dimensions. * min_input: The float value that the lowest quantized input value represents. * max_input: The float value that the highest quantized input value represents. * min_filter: The float value that the lowest quantized filter value represents. * max_filter: The float value that the highest quantized filter value represents. * strides: The stride of the sliding window for each dimension of the input tensor. * padding: The type of padding algorithm to use. Optional attributes (see Attrs): * dilations: 1-D tensor of length 4. The dilation factor for each dimension of input. If set to k > 1, there will be k-1 skipped cells between each filter element on that dimension. The dimension order is determined by the value of data_format, see above for details. Dilations in the batch and depth dimensions must be 1. Returns: * Output output * Output min_output: The float value that the lowest quantized output value represents. * Output max_output: The float value that the highest quantized output value represents.

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	tensorflow.QuantizedConv2D.Attrs Optional attribute setters for QuantizedConv2D

Nested classes/interfaces inherited from class org.bytedeco.javacpp.Pointer

Pointer.CustomDeallocator, Pointer.Deallocator, Pointer.NativeDeallocator

Field Summary

Fields inherited from class org.bytedeco.javacpp.Pointer

address, capacity, limit, position

Constructor Summary

Constructors

Constructor and Description
QuantizedConv2D(Pointer p) Pointer cast constructor.
QuantizedConv2D(tensorflow.Scope scope, tensorflow.Input input, tensorflow.Input filter, tensorflow.Input min_input, tensorflow.Input max_input, tensorflow.Input min_filter, tensorflow.Input max_filter, int[] strides, BytePointer padding)
QuantizedConv2D(tensorflow.Scope scope, tensorflow.Input input, tensorflow.Input filter, tensorflow.Input min_input, tensorflow.Input max_input, tensorflow.Input min_filter, tensorflow.Input max_filter, int[] strides, BytePointer padding, tensorflow.QuantizedConv2D.Attrs attrs)
QuantizedConv2D(tensorflow.Scope scope, tensorflow.Input input, tensorflow.Input filter, tensorflow.Input min_input, tensorflow.Input max_input, tensorflow.Input min_filter, tensorflow.Input max_filter, int[] strides, String padding)
QuantizedConv2D(tensorflow.Scope scope, tensorflow.Input input, tensorflow.Input filter, tensorflow.Input min_input, tensorflow.Input max_input, tensorflow.Input min_filter, tensorflow.Input max_filter, int[] strides, String padding, tensorflow.QuantizedConv2D.Attrs attrs)
QuantizedConv2D(tensorflow.Scope scope, tensorflow.Input input, tensorflow.Input filter, tensorflow.Input min_input, tensorflow.Input max_input, tensorflow.Input min_filter, tensorflow.Input max_filter, IntBuffer strides, BytePointer padding)
QuantizedConv2D(tensorflow.Scope scope, tensorflow.Input input, tensorflow.Input filter, tensorflow.Input min_input, tensorflow.Input max_input, tensorflow.Input min_filter, tensorflow.Input max_filter, IntBuffer strides, BytePointer padding, tensorflow.QuantizedConv2D.Attrs attrs)
QuantizedConv2D(tensorflow.Scope scope, tensorflow.Input input, tensorflow.Input filter, tensorflow.Input min_input, tensorflow.Input max_input, tensorflow.Input min_filter, tensorflow.Input max_filter, IntBuffer strides, String padding)
QuantizedConv2D(tensorflow.Scope scope, tensorflow.Input input, tensorflow.Input filter, tensorflow.Input min_input, tensorflow.Input max_input, tensorflow.Input min_filter, tensorflow.Input max_filter, IntBuffer strides, String padding, tensorflow.QuantizedConv2D.Attrs attrs)
QuantizedConv2D(tensorflow.Scope scope, tensorflow.Input input, tensorflow.Input filter, tensorflow.Input min_input, tensorflow.Input max_input, tensorflow.Input min_filter, tensorflow.Input max_filter, IntPointer strides, BytePointer padding)
QuantizedConv2D(tensorflow.Scope scope, tensorflow.Input input, tensorflow.Input filter, tensorflow.Input min_input, tensorflow.Input max_input, tensorflow.Input min_filter, tensorflow.Input max_filter, IntPointer strides, BytePointer padding, tensorflow.QuantizedConv2D.Attrs attrs)
QuantizedConv2D(tensorflow.Scope scope, tensorflow.Input input, tensorflow.Input filter, tensorflow.Input min_input, tensorflow.Input max_input, tensorflow.Input min_filter, tensorflow.Input max_filter, IntPointer strides, String padding)
QuantizedConv2D(tensorflow.Scope scope, tensorflow.Input input, tensorflow.Input filter, tensorflow.Input min_input, tensorflow.Input max_input, tensorflow.Input min_filter, tensorflow.Input max_filter, IntPointer strides, String padding, tensorflow.QuantizedConv2D.Attrs attrs)

Method Summary

Modifier and Type	Method and Description
static tensorflow.QuantizedConv2D.Attrs	Dilations(int... x)
static tensorflow.QuantizedConv2D.Attrs	Dilations(IntBuffer x)
static tensorflow.QuantizedConv2D.Attrs	Dilations(IntPointer x)
tensorflow.Output	max_output()
tensorflow.QuantizedConv2D	max_output(tensorflow.Output max_output)
tensorflow.Output	min_output()
tensorflow.QuantizedConv2D	min_output(tensorflow.Output min_output)
tensorflow.Operation	operation()
tensorflow.QuantizedConv2D	operation(tensorflow.Operation operation)
tensorflow.Output	output()
tensorflow.QuantizedConv2D	output(tensorflow.Output output)
static tensorflow.QuantizedConv2D.Attrs	OutType(int x)

Methods inherited from class org.bytedeco.javacpp.Pointer

address, asBuffer, asByteBuffer, availablePhysicalBytes, calloc, capacity, capacity, close, deallocate, deallocate, deallocateReferences, deallocator, deallocator, equals, fill, formatBytes, free, hashCode, isNull, limit, limit, malloc, maxBytes, maxPhysicalBytes, memchr, memcmp, memcpy, memmove, memset, offsetof, parseBytes, physicalBytes, position, position, put, realloc, setNull, sizeof, toString, totalBytes, totalPhysicalBytes, withDeallocator, zero

Methods inherited from class java.lang.Object

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

Constructor Detail

QuantizedConv2D

public QuantizedConv2D(Pointer p)

Pointer cast constructor. Invokes Pointer.Pointer(Pointer).

QuantizedConv2D

public QuantizedConv2D(@Const @ByRef
                       tensorflow.Scope scope,
                       @ByVal
                       tensorflow.Input input,
                       @ByVal
                       tensorflow.Input filter,
                       @ByVal
                       tensorflow.Input min_input,
                       @ByVal
                       tensorflow.Input max_input,
                       @ByVal
                       tensorflow.Input min_filter,
                       @ByVal
                       tensorflow.Input max_filter,
                       @tensorflow.ArraySlice
                       IntPointer strides,
                       @tensorflow.StringPiece
                       BytePointer padding)

QuantizedConv2D

public QuantizedConv2D(@Const @ByRef
                       tensorflow.Scope scope,
                       @ByVal
                       tensorflow.Input input,
                       @ByVal
                       tensorflow.Input filter,
                       @ByVal
                       tensorflow.Input min_input,
                       @ByVal
                       tensorflow.Input max_input,
                       @ByVal
                       tensorflow.Input min_filter,
                       @ByVal
                       tensorflow.Input max_filter,
                       @tensorflow.ArraySlice
                       IntBuffer strides,
                       @tensorflow.StringPiece
                       String padding)

QuantizedConv2D

public QuantizedConv2D(@Const @ByRef
                       tensorflow.Scope scope,
                       @ByVal
                       tensorflow.Input input,
                       @ByVal
                       tensorflow.Input filter,
                       @ByVal
                       tensorflow.Input min_input,
                       @ByVal
                       tensorflow.Input max_input,
                       @ByVal
                       tensorflow.Input min_filter,
                       @ByVal
                       tensorflow.Input max_filter,
                       @tensorflow.ArraySlice
                       int[] strides,
                       @tensorflow.StringPiece
                       BytePointer padding)

QuantizedConv2D

public QuantizedConv2D(@Const @ByRef
                       tensorflow.Scope scope,
                       @ByVal
                       tensorflow.Input input,
                       @ByVal
                       tensorflow.Input filter,
                       @ByVal
                       tensorflow.Input min_input,
                       @ByVal
                       tensorflow.Input max_input,
                       @ByVal
                       tensorflow.Input min_filter,
                       @ByVal
                       tensorflow.Input max_filter,
                       @tensorflow.ArraySlice
                       IntPointer strides,
                       @tensorflow.StringPiece
                       String padding)

QuantizedConv2D

public QuantizedConv2D(@Const @ByRef
                       tensorflow.Scope scope,
                       @ByVal
                       tensorflow.Input input,
                       @ByVal
                       tensorflow.Input filter,
                       @ByVal
                       tensorflow.Input min_input,
                       @ByVal
                       tensorflow.Input max_input,
                       @ByVal
                       tensorflow.Input min_filter,
                       @ByVal
                       tensorflow.Input max_filter,
                       @tensorflow.ArraySlice
                       IntBuffer strides,
                       @tensorflow.StringPiece
                       BytePointer padding)

QuantizedConv2D

public QuantizedConv2D(@Const @ByRef
                       tensorflow.Scope scope,
                       @ByVal
                       tensorflow.Input input,
                       @ByVal
                       tensorflow.Input filter,
                       @ByVal
                       tensorflow.Input min_input,
                       @ByVal
                       tensorflow.Input max_input,
                       @ByVal
                       tensorflow.Input min_filter,
                       @ByVal
                       tensorflow.Input max_filter,
                       @tensorflow.ArraySlice
                       int[] strides,
                       @tensorflow.StringPiece
                       String padding)

QuantizedConv2D

public QuantizedConv2D(@Const @ByRef
                       tensorflow.Scope scope,
                       @ByVal
                       tensorflow.Input input,
                       @ByVal
                       tensorflow.Input filter,
                       @ByVal
                       tensorflow.Input min_input,
                       @ByVal
                       tensorflow.Input max_input,
                       @ByVal
                       tensorflow.Input min_filter,
                       @ByVal
                       tensorflow.Input max_filter,
                       @tensorflow.ArraySlice
                       IntPointer strides,
                       @tensorflow.StringPiece
                       BytePointer padding,
                       @Const @ByRef
                       tensorflow.QuantizedConv2D.Attrs attrs)

QuantizedConv2D

public QuantizedConv2D(@Const @ByRef
                       tensorflow.Scope scope,
                       @ByVal
                       tensorflow.Input input,
                       @ByVal
                       tensorflow.Input filter,
                       @ByVal
                       tensorflow.Input min_input,
                       @ByVal
                       tensorflow.Input max_input,
                       @ByVal
                       tensorflow.Input min_filter,
                       @ByVal
                       tensorflow.Input max_filter,
                       @tensorflow.ArraySlice
                       IntBuffer strides,
                       @tensorflow.StringPiece
                       String padding,
                       @Const @ByRef
                       tensorflow.QuantizedConv2D.Attrs attrs)

QuantizedConv2D

public QuantizedConv2D(@Const @ByRef
                       tensorflow.Scope scope,
                       @ByVal
                       tensorflow.Input input,
                       @ByVal
                       tensorflow.Input filter,
                       @ByVal
                       tensorflow.Input min_input,
                       @ByVal
                       tensorflow.Input max_input,
                       @ByVal
                       tensorflow.Input min_filter,
                       @ByVal
                       tensorflow.Input max_filter,
                       @tensorflow.ArraySlice
                       int[] strides,
                       @tensorflow.StringPiece
                       BytePointer padding,
                       @Const @ByRef
                       tensorflow.QuantizedConv2D.Attrs attrs)

QuantizedConv2D

public QuantizedConv2D(@Const @ByRef
                       tensorflow.Scope scope,
                       @ByVal
                       tensorflow.Input input,
                       @ByVal
                       tensorflow.Input filter,
                       @ByVal
                       tensorflow.Input min_input,
                       @ByVal
                       tensorflow.Input max_input,
                       @ByVal
                       tensorflow.Input min_filter,
                       @ByVal
                       tensorflow.Input max_filter,
                       @tensorflow.ArraySlice
                       IntPointer strides,
                       @tensorflow.StringPiece
                       String padding,
                       @Const @ByRef
                       tensorflow.QuantizedConv2D.Attrs attrs)

QuantizedConv2D

public QuantizedConv2D(@Const @ByRef
                       tensorflow.Scope scope,
                       @ByVal
                       tensorflow.Input input,
                       @ByVal
                       tensorflow.Input filter,
                       @ByVal
                       tensorflow.Input min_input,
                       @ByVal
                       tensorflow.Input max_input,
                       @ByVal
                       tensorflow.Input min_filter,
                       @ByVal
                       tensorflow.Input max_filter,
                       @tensorflow.ArraySlice
                       IntBuffer strides,
                       @tensorflow.StringPiece
                       BytePointer padding,
                       @Const @ByRef
                       tensorflow.QuantizedConv2D.Attrs attrs)

QuantizedConv2D

public QuantizedConv2D(@Const @ByRef
                       tensorflow.Scope scope,
                       @ByVal
                       tensorflow.Input input,
                       @ByVal
                       tensorflow.Input filter,
                       @ByVal
                       tensorflow.Input min_input,
                       @ByVal
                       tensorflow.Input max_input,
                       @ByVal
                       tensorflow.Input min_filter,
                       @ByVal
                       tensorflow.Input max_filter,
                       @tensorflow.ArraySlice
                       int[] strides,
                       @tensorflow.StringPiece
                       String padding,
                       @Const @ByRef
                       tensorflow.QuantizedConv2D.Attrs attrs)

Method Detail

OutType

@ByVal
public static tensorflow.QuantizedConv2D.Attrs OutType(@Cast(value="tensorflow::DataType")
                                                               int x)

Dilations

@ByVal
public static tensorflow.QuantizedConv2D.Attrs Dilations(@tensorflow.ArraySlice
                                                                 IntPointer x)

Dilations

@ByVal
public static tensorflow.QuantizedConv2D.Attrs Dilations(@tensorflow.ArraySlice
                                                                 IntBuffer x)

Dilations

@ByVal
public static tensorflow.QuantizedConv2D.Attrs Dilations(@tensorflow.ArraySlice
                                                                 int... x)

operation

@ByRef
public tensorflow.Operation operation()

operation

public tensorflow.QuantizedConv2D operation(tensorflow.Operation operation)

output

@ByRef
public tensorflow.Output output()

output

public tensorflow.QuantizedConv2D output(tensorflow.Output output)

min_output

@ByRef
public tensorflow.Output min_output()

min_output

public tensorflow.QuantizedConv2D min_output(tensorflow.Output min_output)

max_output

@ByRef
public tensorflow.Output max_output()

max_output

public tensorflow.QuantizedConv2D max_output(tensorflow.Output max_output)