tilelang.carver.template.general_reduce
=======================================

.. py:module:: tilelang.carver.template.general_reduce


Classes
-------

.. autoapisummary::

   tilelang.carver.template.general_reduce.GeneralReductionTemplate


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

.. py:class:: GeneralReductionTemplate

   Bases: :py:obj:`tilelang.carver.template.base.BaseTemplate`


   Base class template for hardware-aware configurations.
   This serves as an abstract base class (ABC) that defines the structure
   for subclasses implementing hardware-specific optimizations.


   .. py:attribute:: structure
      :type:  Union[str, List[str]]
      :value: None



   .. py:attribute:: shape
      :type:  List[int]
      :value: None



   .. py:attribute:: dtype
      :type:  str
      :value: 'float16'



   .. py:method:: get_hardware_aware_configs(arch = None, topk = 10)

      Abstract method that must be implemented by subclasses.
      It should return a list of hardware-aware configurations (hints)
      based on the specified architecture.

      :param arch: The target architecture. Defaults to None.
      :type arch: TileDevice, optional
      :param topk: Number of top configurations to return. Defaults to 10.
      :type topk: int, optional

      :returns: A list of recommended hardware-aware configurations.
      :rtype: List[Hint]



   .. py:method:: initialize_function()

      Parse the structure (e.g., 'SSR'), build the TVM compute definition
      with the appropriate spatial and reduce axes, and store it in self._func.



   .. py:method:: params_as_dict()


   .. py:property:: class_attributes


   .. py:method:: __repr__()