org.bytedeco.javacpp

Class tensorflow.Gather

java.lang.Object

org.bytedeco.javacpp.Pointer

org.bytedeco.javacpp.tensorflow.Gather

All Implemented Interfaces:

AutoCloseable

Enclosing class:

tensorflow

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

Gather slices from params according to indices. indices must be an integer tensor of any dimension (usually 0-D or 1-D). Produces an output tensor with shape indices.shape + params.shape[1:] where:

 python
      # Scalar indices
      output[:, ..., :] = params[indices, :, ... :]
 
      # Vector indices
      output[i, :, ..., :] = params[indices[i], :, ... :]
 
      # Higher rank indices
      output[i, ..., j, :, ... :] = params[indices[i, ..., j], :, ..., :]
  

If indices is a permutation and len(indices) == params.shape[0] then this operation will permute params accordingly. validate_indices: DEPRECATED. If this operation is assigned to CPU, values in indices are always validated to be within range. If assigned to GPU, out-of-bound indices result in safe but unspecified behavior, which may include raising an error.

Arguments: * scope: A Scope object Returns: * Output: The output tensor.

Nested Class Summary

Nested Classes

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

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
Gather(Pointer p) Pointer cast constructor.
Gather(tensorflow.Scope scope, tensorflow.Input params, tensorflow.Input indices)
Gather(tensorflow.Scope scope, tensorflow.Input params, tensorflow.Input indices, tensorflow.Gather.Attrs attrs)

Method Summary

Modifier and Type	Method and Description
tensorflow.Input	asInput()
tensorflow.Output	asOutput()
tensorflow.Node	node()
tensorflow.Operation	operation()
tensorflow.Gather	operation(tensorflow.Operation operation)
tensorflow.Output	output()
tensorflow.Gather	output(tensorflow.Output output)
static tensorflow.Gather.Attrs	ValidateIndices(boolean 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

Gather

public Gather(Pointer p)

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

Gather

public Gather(@Const @ByRef
              tensorflow.Scope scope,
              @ByVal
              tensorflow.Input params,
              @ByVal
              tensorflow.Input indices)

Gather

public Gather(@Const @ByRef
              tensorflow.Scope scope,
              @ByVal
              tensorflow.Input params,
              @ByVal
              tensorflow.Input indices,
              @Const @ByRef
              tensorflow.Gather.Attrs attrs)

Method Detail

asOutput

@ByVal
 @Name(value="operator tensorflow::Output")
public tensorflow.Output asOutput()

asInput

@ByVal
 @Name(value="operator tensorflow::Input")
public tensorflow.Input asInput()

node

public tensorflow.Node node()

ValidateIndices

@ByVal
public static tensorflow.Gather.Attrs ValidateIndices(@Cast(value="bool")
                                                              boolean x)

operation

@ByRef
public tensorflow.Operation operation()

operation

public tensorflow.Gather operation(tensorflow.Operation operation)

output

@ByRef
public tensorflow.Output output()

output

public tensorflow.Gather output(tensorflow.Output output)