T
- data type for ref()
output@Operator public final class TemporaryVariable<T> extends PrimitiveOp implements Operand<T>
This is an experimental op for internal use only and it is possible to use this op in unsafe ways. DO NOT USE unless you fully understand the risks.
It is the caller's responsibility to ensure that 'ref' is eventually passed to a matching 'DestroyTemporaryVariable' op after all other uses have completed.
Outputs a ref to the tensor state so it may be read or modified.
E.g. var = state_ops._temporary_variable([1, 2], types.float_) var_name = var.op.name var = state_ops.assign(var, [[4.0, 5.0]]) var = state_ops.assign_add(var, [[6.0, 7.0]]) final = state_ops._destroy_temporary_variable(var, var_name=var_name)
Modifier and Type | Class and Description |
---|---|
static class |
TemporaryVariable.Options
Optional attributes for
TemporaryVariable |
operation
Modifier and Type | Method and Description |
---|---|
Output<T> |
asOutput()
Returns the symbolic handle of a tensor.
|
static <T> TemporaryVariable<T> |
create(Scope scope,
Shape shape,
Class<T> dtype,
TemporaryVariable.Options... options)
Factory method to create a class wrapping a new TemporaryVariable operation.
|
Output<T> |
ref()
A reference to the variable tensor.
|
static TemporaryVariable.Options |
varName(String varName) |
equals, hashCode, op, toString
public static <T> TemporaryVariable<T> create(Scope scope, Shape shape, Class<T> dtype, TemporaryVariable.Options... options)
scope
- current scopeshape
- The shape of the variable tensor.dtype
- The type of elements in the variable tensor.options
- carries optional attributes valuespublic static TemporaryVariable.Options varName(String varName)
varName
- Overrides the name used for the temporary variable resource. Default
value is the name of the 'TemporaryVariable' op (which is guaranteed unique).public Output<T> asOutput()
Operand
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.
asOutput
in interface Operand<T>
OperationBuilder.addInput(Output)
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