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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  

Public Methods

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

Inherited Methods

Public Methods

public Output<U> asOutput ()

Returns the symbolic handle of a 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<T> 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)