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<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