mlir.dialects._math_transform_ops_gen
=====================================

.. py:module:: mlir.dialects._math_transform_ops_gen


Attributes
----------

.. autoapisummary::

   mlir.dialects._math_transform_ops_gen._ods_ir
   mlir.dialects._math_transform_ops_gen._Buffer


Classes
-------

.. autoapisummary::

   mlir.dialects._math_transform_ops_gen.ApplyF32ExpansionPatternsOp
   mlir.dialects._math_transform_ops_gen.ApplyF32ExpansionPatternsOpAdaptor
   mlir.dialects._math_transform_ops_gen.ApplyPolynomialApproximationPatternsOp
   mlir.dialects._math_transform_ops_gen.ApplyPolynomialApproximationPatternsOpAdaptor


Functions
---------

.. autoapisummary::

   mlir.dialects._math_transform_ops_gen.apply_patterns_math_f32_expansion
   mlir.dialects._math_transform_ops_gen.apply_patterns_math_polynomial_approximation


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

.. py:data:: _ods_ir

.. py:data:: _Buffer

.. py:class:: ApplyF32ExpansionPatternsOp(*, loc: Optional[_ods_ir] = None, ip: Optional[_ods_ir] = None)

   Bases: :py:obj:`_ods_ir`


   
   Converts math functions to f32: operands are extended and the result is
   truncated back.


   .. py:attribute:: OPERATION_NAME
      :value: 'transform.apply_patterns.math.f32_expansion'



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



.. py:class:: ApplyF32ExpansionPatternsOpAdaptor(operands: list[Value], attributes: OpAttributeMap)
              ApplyF32ExpansionPatternsOpAdaptor(operands: list[Value], opview: OpView)

   Bases: :py:obj:`_ods_ir`


   .. py:attribute:: OPERATION_NAME
      :value: 'transform.apply_patterns.math.f32_expansion'



.. py:function:: apply_patterns_math_f32_expansion(*, loc: Optional[_ods_ir] = None, ip: Optional[_ods_ir] = None) -> ApplyF32ExpansionPatternsOp

.. py:class:: ApplyPolynomialApproximationPatternsOp(*, enable_avx2: Optional[bool] = None, loc: Optional[_ods_ir] = None, ip: Optional[_ods_ir] = None)

   Bases: :py:obj:`_ods_ir`


   
   Enables polynomial approximations for math functions.
   Optionally, allows usage of x86 AVX2 intrinsics.


   .. py:attribute:: OPERATION_NAME
      :value: 'transform.apply_patterns.math.polynomial_approximation'



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



   .. py:method:: enable_avx2() -> bool


.. py:class:: ApplyPolynomialApproximationPatternsOpAdaptor(operands: list[Value], attributes: OpAttributeMap)
              ApplyPolynomialApproximationPatternsOpAdaptor(operands: list[Value], opview: OpView)

   Bases: :py:obj:`_ods_ir`


   .. py:attribute:: OPERATION_NAME
      :value: 'transform.apply_patterns.math.polynomial_approximation'



   .. py:method:: enable_avx2() -> bool


.. py:function:: apply_patterns_math_polynomial_approximation(*, enable_avx2: Optional[bool] = None, loc: Optional[_ods_ir] = None, ip: Optional[_ods_ir] = None) -> ApplyPolynomialApproximationPatternsOp