mlir.dialects._transform_tune_extension_ops_gen
===============================================

.. py:module:: mlir.dialects._transform_tune_extension_ops_gen


Attributes
----------

.. autoapisummary::

   mlir.dialects._transform_tune_extension_ops_gen._ods_ir
   mlir.dialects._transform_tune_extension_ops_gen._Buffer


Classes
-------

.. autoapisummary::

   mlir.dialects._transform_tune_extension_ops_gen.AlternativesOp
   mlir.dialects._transform_tune_extension_ops_gen.AlternativesOpAdaptor
   mlir.dialects._transform_tune_extension_ops_gen.KnobOp
   mlir.dialects._transform_tune_extension_ops_gen.KnobOpAdaptor


Functions
---------

.. autoapisummary::

   mlir.dialects._transform_tune_extension_ops_gen.tune_alternatives
   mlir.dialects._transform_tune_extension_ops_gen.tune_knob


Module Contents
---------------

.. py:data:: _ods_ir

.. py:data:: _Buffer

.. py:class:: AlternativesOp(results_: Sequence[_ods_ir], name: Union[Any, _ods_ir], num_alternatives: int, *, selected_region_attr: Optional[Union[Any, _ods_ir]] = None, selected_region_param: Optional[_ods_ir] = None, loc: Optional[_ods_ir] = None, ip: Optional[_ods_ir] = None)

   Bases: :py:obj:`_ods_ir`


   
   This op represents a choice over which of its regions is to be used.

   When ``selected_region`` is provided, the semantics are that this op is to be
   substituted for by the selected region, meaning the region's results become
   the results of this op. Without a provided ``selected_region``, the semantics
   are that this non-deterministic choice is yet to be resolved -- which in
   terms of the op's interpreted semantics is a failure.

   The ``selected_region`` argument is either an ``IntegerAttr`` or a param holding
   an ``IntegerAttr``, which should provide a valid zero-based index with respect
   to the number of alternatives, i.e. regions.


   .. py:attribute:: OPERATION_NAME
      :value: 'transform.tune.alternatives'



   .. py:attribute:: _ODS_REGIONS
      :value: (0, False)



   .. py:method:: selected_region_param() -> Optional[_ods_ir]


   .. py:method:: name() -> _ods_ir


   .. py:method:: selected_region_attr() -> Optional[_ods_ir]


   .. py:method:: results_() -> _ods_ir


   .. py:method:: alternatives() -> _ods_ir


.. py:class:: AlternativesOpAdaptor

   Bases: :py:obj:`_ods_ir`


   .. py:attribute:: OPERATION_NAME
      :value: 'transform.tune.alternatives'



   .. py:method:: selected_region_param() -> Optional[_ods_ir]


   .. py:method:: name() -> _ods_ir


   .. py:method:: selected_region_attr() -> Optional[_ods_ir]


.. py:function:: tune_alternatives(results_: Sequence[_ods_ir], name: Union[Any, _ods_ir], num_alternatives: int, *, selected_region_attr: Optional[Union[Any, _ods_ir]] = None, selected_region_param: Optional[_ods_ir] = None, loc: Optional[_ods_ir] = None, ip: Optional[_ods_ir] = None) -> Union[_ods_ir, _ods_ir, AlternativesOp]

.. py:class:: KnobOp(result: _ods_ir, name: Union[Any, _ods_ir], options: Union[Any, _ods_ir], *, selected: Optional[Union[Any, _ods_ir]] = None, loc: Optional[_ods_ir] = None, ip: Optional[_ods_ir] = None)

   Bases: :py:obj:`_ods_ir`


   
   Provides a representation for "tunables" within schedules.

   Each op represents a single tunable, which has a ``name`` and a set
   of valid ``options`` described by an attribute. Without a specified
   ``selected`` option, this op represents a non-deterministic choice
   that has yet to be resolved -- as such, the interpreter runtime
   semantics is to raise a failure.

   The non-deterministic choice is resolved through providing a
   ``selected`` attribute. When provided, the interpreter runtime
   semantics are to return the ``selected`` attribute as a param through
   the op's result.

   In case the ``options`` attribute is an ``ArrayAttr``, the verifier
   checks that the provided ``selected`` attribute occurs in ``options``.


   .. py:attribute:: OPERATION_NAME
      :value: 'transform.tune.knob'



   .. py:attribute:: _ODS_REGIONS
      :value: (0, True)



   .. py:method:: name() -> _ods_ir


   .. py:method:: options() -> _ods_ir


   .. py:method:: selected() -> Optional[_ods_ir]


   .. py:method:: result() -> _ods_ir


.. py:class:: KnobOpAdaptor

   Bases: :py:obj:`_ods_ir`


   .. py:attribute:: OPERATION_NAME
      :value: 'transform.tune.knob'



   .. py:method:: name() -> _ods_ir


   .. py:method:: options() -> _ods_ir


   .. py:method:: selected() -> Optional[_ods_ir]


.. py:function:: tune_knob(result: _ods_ir, name: Union[Any, _ods_ir], options: Union[Any, _ods_ir], *, selected: Optional[Union[Any, _ods_ir]] = None, loc: Optional[_ods_ir] = None, ip: Optional[_ods_ir] = None) -> _ods_ir