org.bytedeco.javacpp

Class tensorflow.MaxPoolWithArgmax

java.lang.Object

org.bytedeco.javacpp.Pointer

org.bytedeco.javacpp.tensorflow.MaxPoolWithArgmax

All Implemented Interfaces:

AutoCloseable

Enclosing class:

tensorflow

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

Performs max pooling on the input and outputs both max values and indices. The indices in argmax are flattened, so that a maximum value at position [b, y, x, c] becomes flattened index ((b * height + y) * width + x) * channels + c. The indices returned are always in [0, height) x [0, width) before flattening, even if padding is involved and the mathematically correct answer is outside (either negative or too large). This is a bug, but fixing it is difficult to do in a safe backwards compatible way, especially due to flattening. Arguments: * scope: A Scope object * input: 4-D with shape [batch, height, width, channels]. Input to pool over. * ksize: The size of the window for each dimension of the input tensor. * strides: The stride of the sliding window for each dimension of the input tensor. * padding: The type of padding algorithm to use. Returns: * Output output: The max pooled output tensor. * Output argmax: 4-D. The flattened indices of the max values chosen for each output.

Nested Class Summary

Nested Classes

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

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
MaxPoolWithArgmax(Pointer p) Pointer cast constructor.
MaxPoolWithArgmax(tensorflow.Scope scope, tensorflow.Input input, int[] ksize, int[] strides, BytePointer padding)
MaxPoolWithArgmax(tensorflow.Scope scope, tensorflow.Input input, int[] ksize, int[] strides, BytePointer padding, tensorflow.MaxPoolWithArgmax.Attrs attrs)
MaxPoolWithArgmax(tensorflow.Scope scope, tensorflow.Input input, int[] ksize, int[] strides, String padding)
MaxPoolWithArgmax(tensorflow.Scope scope, tensorflow.Input input, int[] ksize, int[] strides, String padding, tensorflow.MaxPoolWithArgmax.Attrs attrs)
MaxPoolWithArgmax(tensorflow.Scope scope, tensorflow.Input input, IntBuffer ksize, IntBuffer strides, BytePointer padding)
MaxPoolWithArgmax(tensorflow.Scope scope, tensorflow.Input input, IntBuffer ksize, IntBuffer strides, BytePointer padding, tensorflow.MaxPoolWithArgmax.Attrs attrs)
MaxPoolWithArgmax(tensorflow.Scope scope, tensorflow.Input input, IntBuffer ksize, IntBuffer strides, String padding)
MaxPoolWithArgmax(tensorflow.Scope scope, tensorflow.Input input, IntBuffer ksize, IntBuffer strides, String padding, tensorflow.MaxPoolWithArgmax.Attrs attrs)
MaxPoolWithArgmax(tensorflow.Scope scope, tensorflow.Input input, IntPointer ksize, IntPointer strides, BytePointer padding)
MaxPoolWithArgmax(tensorflow.Scope scope, tensorflow.Input input, IntPointer ksize, IntPointer strides, BytePointer padding, tensorflow.MaxPoolWithArgmax.Attrs attrs)
MaxPoolWithArgmax(tensorflow.Scope scope, tensorflow.Input input, IntPointer ksize, IntPointer strides, String padding)
MaxPoolWithArgmax(tensorflow.Scope scope, tensorflow.Input input, IntPointer ksize, IntPointer strides, String padding, tensorflow.MaxPoolWithArgmax.Attrs attrs)

Method Summary

Modifier and Type	Method and Description
tensorflow.Output	argmax()
tensorflow.MaxPoolWithArgmax	argmax(tensorflow.Output argmax)
tensorflow.Operation	operation()
tensorflow.MaxPoolWithArgmax	operation(tensorflow.Operation operation)
tensorflow.Output	output()
tensorflow.MaxPoolWithArgmax	output(tensorflow.Output output)
static tensorflow.MaxPoolWithArgmax.Attrs	Targmax(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

MaxPoolWithArgmax

public MaxPoolWithArgmax(Pointer p)

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

MaxPoolWithArgmax

public MaxPoolWithArgmax(@Const @ByRef
                         tensorflow.Scope scope,
                         @ByVal
                         tensorflow.Input input,
                         @tensorflow.ArraySlice
                         IntPointer ksize,
                         @tensorflow.ArraySlice
                         IntPointer strides,
                         @tensorflow.StringPiece
                         BytePointer padding)

MaxPoolWithArgmax

public MaxPoolWithArgmax(@Const @ByRef
                         tensorflow.Scope scope,
                         @ByVal
                         tensorflow.Input input,
                         @tensorflow.ArraySlice
                         IntBuffer ksize,
                         @tensorflow.ArraySlice
                         IntBuffer strides,
                         @tensorflow.StringPiece
                         String padding)

MaxPoolWithArgmax

public MaxPoolWithArgmax(@Const @ByRef
                         tensorflow.Scope scope,
                         @ByVal
                         tensorflow.Input input,
                         @tensorflow.ArraySlice
                         int[] ksize,
                         @tensorflow.ArraySlice
                         int[] strides,
                         @tensorflow.StringPiece
                         BytePointer padding)

MaxPoolWithArgmax

public MaxPoolWithArgmax(@Const @ByRef
                         tensorflow.Scope scope,
                         @ByVal
                         tensorflow.Input input,
                         @tensorflow.ArraySlice
                         IntPointer ksize,
                         @tensorflow.ArraySlice
                         IntPointer strides,
                         @tensorflow.StringPiece
                         String padding)

MaxPoolWithArgmax

public MaxPoolWithArgmax(@Const @ByRef
                         tensorflow.Scope scope,
                         @ByVal
                         tensorflow.Input input,
                         @tensorflow.ArraySlice
                         IntBuffer ksize,
                         @tensorflow.ArraySlice
                         IntBuffer strides,
                         @tensorflow.StringPiece
                         BytePointer padding)

MaxPoolWithArgmax

public MaxPoolWithArgmax(@Const @ByRef
                         tensorflow.Scope scope,
                         @ByVal
                         tensorflow.Input input,
                         @tensorflow.ArraySlice
                         int[] ksize,
                         @tensorflow.ArraySlice
                         int[] strides,
                         @tensorflow.StringPiece
                         String padding)

MaxPoolWithArgmax

public MaxPoolWithArgmax(@Const @ByRef
                         tensorflow.Scope scope,
                         @ByVal
                         tensorflow.Input input,
                         @tensorflow.ArraySlice
                         IntPointer ksize,
                         @tensorflow.ArraySlice
                         IntPointer strides,
                         @tensorflow.StringPiece
                         BytePointer padding,
                         @Const @ByRef
                         tensorflow.MaxPoolWithArgmax.Attrs attrs)

MaxPoolWithArgmax

public MaxPoolWithArgmax(@Const @ByRef
                         tensorflow.Scope scope,
                         @ByVal
                         tensorflow.Input input,
                         @tensorflow.ArraySlice
                         IntBuffer ksize,
                         @tensorflow.ArraySlice
                         IntBuffer strides,
                         @tensorflow.StringPiece
                         String padding,
                         @Const @ByRef
                         tensorflow.MaxPoolWithArgmax.Attrs attrs)

MaxPoolWithArgmax

public MaxPoolWithArgmax(@Const @ByRef
                         tensorflow.Scope scope,
                         @ByVal
                         tensorflow.Input input,
                         @tensorflow.ArraySlice
                         int[] ksize,
                         @tensorflow.ArraySlice
                         int[] strides,
                         @tensorflow.StringPiece
                         BytePointer padding,
                         @Const @ByRef
                         tensorflow.MaxPoolWithArgmax.Attrs attrs)

MaxPoolWithArgmax

public MaxPoolWithArgmax(@Const @ByRef
                         tensorflow.Scope scope,
                         @ByVal
                         tensorflow.Input input,
                         @tensorflow.ArraySlice
                         IntPointer ksize,
                         @tensorflow.ArraySlice
                         IntPointer strides,
                         @tensorflow.StringPiece
                         String padding,
                         @Const @ByRef
                         tensorflow.MaxPoolWithArgmax.Attrs attrs)

MaxPoolWithArgmax

public MaxPoolWithArgmax(@Const @ByRef
                         tensorflow.Scope scope,
                         @ByVal
                         tensorflow.Input input,
                         @tensorflow.ArraySlice
                         IntBuffer ksize,
                         @tensorflow.ArraySlice
                         IntBuffer strides,
                         @tensorflow.StringPiece
                         BytePointer padding,
                         @Const @ByRef
                         tensorflow.MaxPoolWithArgmax.Attrs attrs)

MaxPoolWithArgmax

public MaxPoolWithArgmax(@Const @ByRef
                         tensorflow.Scope scope,
                         @ByVal
                         tensorflow.Input input,
                         @tensorflow.ArraySlice
                         int[] ksize,
                         @tensorflow.ArraySlice
                         int[] strides,
                         @tensorflow.StringPiece
                         String padding,
                         @Const @ByRef
                         tensorflow.MaxPoolWithArgmax.Attrs attrs)

Method Detail

Targmax

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

operation

@ByRef
public tensorflow.Operation operation()

operation

public tensorflow.MaxPoolWithArgmax operation(tensorflow.Operation operation)

output

@ByRef
public tensorflow.Output output()

output

public tensorflow.MaxPoolWithArgmax output(tensorflow.Output output)

argmax

@ByRef
public tensorflow.Output argmax()

argmax

public tensorflow.MaxPoolWithArgmax argmax(tensorflow.Output argmax)