ResourceGather

public final class ResourceGather

Gather slices from the variable pointed to by `resource` 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:

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

Nested Classes

class ResourceGather.Options Optional attributes for ResourceGather

Constants

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

Public Methods

Output <U>
asOutput ()
Returns the symbolic handle of the tensor.
static ResourceGather.Options
batchDims (Long batchDims)
static <U extends TType > ResourceGather <U>
create ( Scope scope, Operand <?> resource, Operand <? extends TNumber > indices, Class<U> dtype, Options... options)
Factory method to create a class wrapping a new ResourceGather operation.
Output <U>
static ResourceGather.Options
validateIndices (Boolean validateIndices)

Inherited Methods

Constants

public static final String OP_NAME

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

Constant Value: "ResourceGather"

Public Methods

public Output <U> asOutput ()

Returns the symbolic handle of the tensor.

Inputs to TensorFlow operations are outputs of another TensorFlow operation. This method is used to obtain a symbolic handle that represents the computation of the input.

public static ResourceGather.Options batchDims (Long batchDims)

public static ResourceGather <U> create ( Scope scope, Operand <?> resource, Operand <? extends TNumber > indices, Class<U> dtype, Options... options)

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

Parameters
scope current scope
options carries optional attributes values
Returns
  • a new instance of ResourceGather

public Output <U> output ()

public static ResourceGather.Options validateIndices (Boolean validateIndices)