mlir.dialects.transform.x86vector
=================================

.. py:module:: mlir.dialects.transform.x86vector


Classes
-------

.. autoapisummary::

   mlir.dialects.transform.x86vector.ApplyShuffleVectorFMAOpsPatternsOp
   mlir.dialects.transform.x86vector.ApplyShuffleVectorFMAOpsPatternsOpAdaptor
   mlir.dialects.transform.x86vector.ApplySinkVectorProducerOpsPatternsOp
   mlir.dialects.transform.x86vector.ApplySinkVectorProducerOpsPatternsOpAdaptor
   mlir.dialects.transform.x86vector.ApplyVectorContractBF16ToFMAPatternsOp
   mlir.dialects.transform.x86vector.ApplyVectorContractBF16ToFMAPatternsOpAdaptor
   mlir.dialects.transform.x86vector.ApplyVectorContractToFMAPatternsOp
   mlir.dialects.transform.x86vector.ApplyVectorContractToFMAPatternsOpAdaptor
   mlir.dialects.transform.x86vector.ApplyVectorContractToPackedTypeDotProductPatternsOp
   mlir.dialects.transform.x86vector.ApplyVectorContractToPackedTypeDotProductPatternsOpAdaptor


Functions
---------

.. autoapisummary::

   mlir.dialects.transform.x86vector.apply_patterns_x86vector_shuffle_vector_fma_ops
   mlir.dialects.transform.x86vector.apply_patterns_x86vector_sink_vector_producer_ops
   mlir.dialects.transform.x86vector.apply_patterns_x86vector_vector_contract_bf16_to_fma
   mlir.dialects.transform.x86vector.apply_patterns_x86vector_vector_contract_to_fma
   mlir.dialects.transform.x86vector.apply_patterns_x86vector_vector_contract_to_packed_type_dot_product


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

.. py:class:: ApplyShuffleVectorFMAOpsPatternsOp(*, loc=None, ip=None)

   Bases: :py:obj:`_ods_ir`


   
   Collect patterns to shuffle FMAs with x86vector operations as operands
   such that FMAs are grouped with respect to odd/even packed index.


   .. py:attribute:: OPERATION_NAME
      :value: 'transform.apply_patterns.x86vector.shuffle_vector_fma_ops'



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



.. py:class:: ApplyShuffleVectorFMAOpsPatternsOpAdaptor(operands: list, attributes: OpAttributeMap)
              ApplyShuffleVectorFMAOpsPatternsOpAdaptor(operands: list, opview: OpView)

   Bases: :py:obj:`_ods_ir`


   .. py:attribute:: OPERATION_NAME
      :value: 'transform.apply_patterns.x86vector.shuffle_vector_fma_ops'



.. py:function:: apply_patterns_x86vector_shuffle_vector_fma_ops(*, loc=None, ip=None) -> ApplyShuffleVectorFMAOpsPatternsOp

.. py:class:: ApplySinkVectorProducerOpsPatternsOp(*, loc=None, ip=None)

   Bases: :py:obj:`_ods_ir`


   
   Collect patterns to sink vector producer operations forward in a block to
   place them immediately before their first use.


   .. py:attribute:: OPERATION_NAME
      :value: 'transform.apply_patterns.x86vector.sink_vector_producer_ops'



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



.. py:class:: ApplySinkVectorProducerOpsPatternsOpAdaptor(operands: list, attributes: OpAttributeMap)
              ApplySinkVectorProducerOpsPatternsOpAdaptor(operands: list, opview: OpView)

   Bases: :py:obj:`_ods_ir`


   .. py:attribute:: OPERATION_NAME
      :value: 'transform.apply_patterns.x86vector.sink_vector_producer_ops'



.. py:function:: apply_patterns_x86vector_sink_vector_producer_ops(*, loc=None, ip=None) -> ApplySinkVectorProducerOpsPatternsOp

.. py:class:: ApplyVectorContractBF16ToFMAPatternsOp(*, loc=None, ip=None)

   Bases: :py:obj:`_ods_ir`


   
   Collect patterns to lower a BF16 type vector.contract operation
   to a FMA via emulation lowering using BF16 packed operations.


   .. py:attribute:: OPERATION_NAME
      :value: 'transform.apply_patterns.x86vector.vector_contract_bf16_to_fma'



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



.. py:class:: ApplyVectorContractBF16ToFMAPatternsOpAdaptor(operands: list, attributes: OpAttributeMap)
              ApplyVectorContractBF16ToFMAPatternsOpAdaptor(operands: list, opview: OpView)

   Bases: :py:obj:`_ods_ir`


   .. py:attribute:: OPERATION_NAME
      :value: 'transform.apply_patterns.x86vector.vector_contract_bf16_to_fma'



.. py:function:: apply_patterns_x86vector_vector_contract_bf16_to_fma(*, loc=None, ip=None) -> ApplyVectorContractBF16ToFMAPatternsOp

.. py:class:: ApplyVectorContractToFMAPatternsOp(*, loc=None, ip=None)

   Bases: :py:obj:`_ods_ir`


   
   Collect patterns to lower a F32 type vector.contract operation to a FMA.


   .. py:attribute:: OPERATION_NAME
      :value: 'transform.apply_patterns.x86vector.vector_contract_to_fma'



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



.. py:class:: ApplyVectorContractToFMAPatternsOpAdaptor(operands: list, attributes: OpAttributeMap)
              ApplyVectorContractToFMAPatternsOpAdaptor(operands: list, opview: OpView)

   Bases: :py:obj:`_ods_ir`


   .. py:attribute:: OPERATION_NAME
      :value: 'transform.apply_patterns.x86vector.vector_contract_to_fma'



.. py:function:: apply_patterns_x86vector_vector_contract_to_fma(*, loc=None, ip=None) -> ApplyVectorContractToFMAPatternsOp

.. py:class:: ApplyVectorContractToPackedTypeDotProductPatternsOp(*, loc=None, ip=None)

   Bases: :py:obj:`_ods_ir`


   
   Collect patterns to lower a BF16/Int8 type vector.contract operation
   to a BF16/Int8 dot-product.


   .. py:attribute:: OPERATION_NAME
      :value: 'transform.apply_patterns.x86vector.vector_contract_to_packed_type_dot_product'



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



.. py:class:: ApplyVectorContractToPackedTypeDotProductPatternsOpAdaptor(operands: list, attributes: OpAttributeMap)
              ApplyVectorContractToPackedTypeDotProductPatternsOpAdaptor(operands: list, opview: OpView)

   Bases: :py:obj:`_ods_ir`


   .. py:attribute:: OPERATION_NAME
      :value: 'transform.apply_patterns.x86vector.vector_contract_to_packed_type_dot_product'



.. py:function:: apply_patterns_x86vector_vector_contract_to_packed_type_dot_product(*, loc=None, ip=None) -> ApplyVectorContractToPackedTypeDotProductPatternsOp