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clang-p2996/mlir/python/CMakeLists.txt
Alex Zinenko 5f0d4f208e [mlir] Introduce Transform ops for loops 
Introduce transform ops for "for" loops, in particular for peeling, software
pipelining and unrolling, along with a couple of "IR navigation" ops. These ops
are intended to be generalized to different kinds of loops when possible and
therefore use the "loop" prefix. They currently live in the SCF dialect as
there is no clear place to put transform ops that may span across several
dialects, this decision is postponed until the ops actually need to handle
non-SCF loops.

Additionally refactor some common utilities for transform ops into trait or
interface methods, and change the loop pipelining to be a returning pattern.

Reviewed By: springerm

Differential Revision: https://reviews.llvm.org/D127300
2022-06-09 11:41:55 +02:00

520 lines
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include(AddMLIRPython)
################################################################################
# Structural groupings.
################################################################################
declare_mlir_python_sources(MLIRPythonSources)
declare_mlir_python_sources(MLIRPythonSources.Dialects
ADD_TO_PARENT MLIRPythonSources)
################################################################################
# Pure python sources and generated code
################################################################################
declare_mlir_python_sources(MLIRPythonSources.Core
ROOT_DIR "${CMAKE_CURRENT_SOURCE_DIR}/mlir"
ADD_TO_PARENT MLIRPythonSources
SOURCES
_mlir_libs/__init__.py
ir.py
passmanager.py
dialects/_ods_common.py
# The main _mlir module has submodules: include stubs from each.
_mlir_libs/_mlir/__init__.pyi
_mlir_libs/_mlir/ir.pyi
_mlir_libs/_mlir/passmanager.pyi
)
declare_mlir_python_sources(MLIRPythonSources.ExecutionEngine
ROOT_DIR "${CMAKE_CURRENT_SOURCE_DIR}/mlir"
ADD_TO_PARENT MLIRPythonSources
SOURCES
execution_engine.py
_mlir_libs/_mlirExecutionEngine.pyi
SOURCES_GLOB
runtime/*.py
)
declare_mlir_python_sources(MLIRPythonSources.Passes
ROOT_DIR "${CMAKE_CURRENT_SOURCE_DIR}/mlir"
ADD_TO_PARENT MLIRPythonSources
SOURCES_GLOB
all_passes_registration/*.py
conversions/*.py
transforms/*.py
)
declare_mlir_python_sources(MLIRPythonCAPIHeaderSources
ROOT_DIR "${MLIR_SOURCE_DIR}/include"
SOURCES_GLOB "mlir-c/*.h"
DEST_PREFIX "_mlir_libs/include"
)
################################################################################
# Dialect bindings
################################################################################
declare_mlir_dialect_python_bindings(
ADD_TO_PARENT MLIRPythonSources.Dialects
ROOT_DIR "${CMAKE_CURRENT_SOURCE_DIR}/mlir"
TD_FILE dialects/AsyncOps.td
SOURCES_GLOB dialects/async_dialect/*.py
DIALECT_NAME async_dialect)
declare_mlir_dialect_python_bindings(
ADD_TO_PARENT MLIRPythonSources.Dialects
ROOT_DIR "${CMAKE_CURRENT_SOURCE_DIR}/mlir"
TD_FILE dialects/BufferizationOps.td
SOURCES
dialects/bufferization.py
dialects/_bufferization_ops_ext.py
DIALECT_NAME bufferization)
declare_mlir_dialect_python_bindings(
ADD_TO_PARENT MLIRPythonSources.Dialects
ROOT_DIR "${CMAKE_CURRENT_SOURCE_DIR}/mlir"
TD_FILE dialects/BuiltinOps.td
SOURCES
dialects/builtin.py
dialects/_builtin_ops_ext.py
DIALECT_NAME builtin)
declare_mlir_dialect_python_bindings(
ADD_TO_PARENT MLIRPythonSources.Dialects
ROOT_DIR "${CMAKE_CURRENT_SOURCE_DIR}/mlir"
TD_FILE dialects/ControlFlowOps.td
SOURCES
dialects/cf.py
DIALECT_NAME cf)
declare_mlir_dialect_python_bindings(
ADD_TO_PARENT MLIRPythonSources.Dialects
ROOT_DIR "${CMAKE_CURRENT_SOURCE_DIR}/mlir"
TD_FILE dialects/FuncOps.td
SOURCES
dialects/func.py
dialects/_func_ops_ext.py
DIALECT_NAME func)
declare_mlir_dialect_python_bindings(
ADD_TO_PARENT MLIRPythonSources.Dialects
ROOT_DIR "${CMAKE_CURRENT_SOURCE_DIR}/mlir"
TD_FILE dialects/GPUOps.td
SOURCES_GLOB dialects/gpu/*.py
DIALECT_NAME gpu)
declare_mlir_dialect_python_bindings(
ADD_TO_PARENT MLIRPythonSources.Dialects
ROOT_DIR "${CMAKE_CURRENT_SOURCE_DIR}/mlir"
TD_FILE dialects/LinalgOps.td
SOURCES
dialects/_linalg_ops_ext.py
SOURCES_GLOB
dialects/linalg/*.py
DIALECT_NAME linalg
DEPENDS LinalgOdsGen)
declare_mlir_dialect_python_bindings(
ADD_TO_PARENT MLIRPythonSources.Dialects
ROOT_DIR "${CMAKE_CURRENT_SOURCE_DIR}/mlir"
TD_FILE dialects/TransformOps.td
SOURCES
dialects/_transform_ops_ext.py
dialects/transform/__init__.py
DIALECT_NAME transform)
declare_mlir_dialect_extension_python_bindings(
ADD_TO_PARENT MLIRPythonSources.Dialects
ROOT_DIR "${CMAKE_CURRENT_SOURCE_DIR}/mlir"
TD_FILE dialects/SCFLoopTransformOps.td
SOURCES
dialects/_loop_transform_ops_ext.py
dialects/transform/loop.py
DIALECT_NAME transform
EXTENSION_NAME loop_transform)
declare_mlir_dialect_extension_python_bindings(
ADD_TO_PARENT MLIRPythonSources.Dialects
ROOT_DIR "${CMAKE_CURRENT_SOURCE_DIR}/mlir"
TD_FILE dialects/LinalgStructuredTransformOps.td
SOURCES
dialects/_structured_transform_ops_ext.py
dialects/transform/structured.py
DIALECT_NAME transform
EXTENSION_NAME structured_transform)
declare_mlir_dialect_python_bindings(
ADD_TO_PARENT MLIRPythonSources.Dialects
ROOT_DIR "${CMAKE_CURRENT_SOURCE_DIR}/mlir"
TD_FILE dialects/MathOps.td
SOURCES dialects/math.py
DIALECT_NAME math)
declare_mlir_dialect_python_bindings(
ADD_TO_PARENT MLIRPythonSources.Dialects
ROOT_DIR "${CMAKE_CURRENT_SOURCE_DIR}/mlir"
TD_FILE dialects/ArithmeticOps.td
SOURCES
dialects/arith.py
dialects/_arith_ops_ext.py
DIALECT_NAME arith)
declare_mlir_dialect_python_bindings(
ADD_TO_PARENT MLIRPythonSources.Dialects
ROOT_DIR "${CMAKE_CURRENT_SOURCE_DIR}/mlir"
TD_FILE dialects/MemRefOps.td
SOURCES
dialects/memref.py
dialects/_memref_ops_ext.py
DIALECT_NAME memref)
declare_mlir_dialect_python_bindings(
ADD_TO_PARENT MLIRPythonSources.Dialects
ROOT_DIR "${CMAKE_CURRENT_SOURCE_DIR}/mlir"
TD_FILE dialects/MLProgramOps.td
SOURCES
dialects/ml_program.py
dialects/_ml_program_ops_ext.py
DIALECT_NAME ml_program)
declare_mlir_python_sources(
MLIRPythonSources.Dialects.quant
ADD_TO_PARENT MLIRPythonSources.Dialects
ROOT_DIR "${CMAKE_CURRENT_SOURCE_DIR}/mlir"
SOURCES
dialects/quant.py
_mlir_libs/_mlir/dialects/quant.pyi)
declare_mlir_dialect_python_bindings(
ADD_TO_PARENT MLIRPythonSources.Dialects
ROOT_DIR "${CMAKE_CURRENT_SOURCE_DIR}/mlir"
TD_FILE dialects/PDLOps.td
SOURCES
dialects/pdl.py
dialects/_pdl_ops_ext.py
_mlir_libs/_mlir/dialects/pdl.pyi
DIALECT_NAME pdl)
declare_mlir_dialect_python_bindings(
ADD_TO_PARENT MLIRPythonSources.Dialects
ROOT_DIR "${CMAKE_CURRENT_SOURCE_DIR}/mlir"
TD_FILE dialects/SCFOps.td
SOURCES
dialects/scf.py
dialects/_scf_ops_ext.py
DIALECT_NAME scf)
declare_mlir_dialect_python_bindings(
ADD_TO_PARENT MLIRPythonSources.Dialects
ROOT_DIR "${CMAKE_CURRENT_SOURCE_DIR}/mlir"
TD_FILE dialects/ShapeOps.td
SOURCES dialects/shape.py
DIALECT_NAME shape)
declare_mlir_dialect_python_bindings(
ADD_TO_PARENT MLIRPythonSources.Dialects
ROOT_DIR "${CMAKE_CURRENT_SOURCE_DIR}/mlir"
TD_FILE dialects/SparseTensorOps.td
SOURCES dialects/sparse_tensor.py
DIALECT_NAME sparse_tensor)
declare_mlir_dialect_python_bindings(
ADD_TO_PARENT MLIRPythonSources.Dialects
ROOT_DIR "${CMAKE_CURRENT_SOURCE_DIR}/mlir"
TD_FILE dialects/TensorOps.td
SOURCES dialects/tensor.py
DIALECT_NAME tensor)
declare_mlir_dialect_python_bindings(
ADD_TO_PARENT MLIRPythonSources.Dialects
ROOT_DIR "${CMAKE_CURRENT_SOURCE_DIR}/mlir"
TD_FILE dialects/TosaOps.td
SOURCES dialects/tosa.py
DIALECT_NAME tosa)
declare_mlir_dialect_python_bindings(
ADD_TO_PARENT MLIRPythonSources.Dialects
ROOT_DIR "${CMAKE_CURRENT_SOURCE_DIR}/mlir"
TD_FILE dialects/VectorOps.td
SOURCES dialects/vector.py
DIALECT_NAME vector)
################################################################################
# Python extensions.
# The sources for these are all in lib/Bindings/Python, but since they have to
# be rebuilt for each package and integrate with the source setup here, we
# just reference them here instead of having ordered, cross package target
# dependencies.
################################################################################
set(PYTHON_SOURCE_DIR "${MLIR_SOURCE_DIR}/lib/Bindings/Python")
declare_mlir_python_extension(MLIRPythonExtension.Core
MODULE_NAME _mlir
ADD_TO_PARENT MLIRPythonSources.Core
ROOT_DIR "${PYTHON_SOURCE_DIR}"
SOURCES
MainModule.cpp
IRAffine.cpp
IRAttributes.cpp
IRCore.cpp
IRInterfaces.cpp
IRModule.cpp
IRTypes.cpp
PybindUtils.cpp
Pass.cpp
# Headers must be included explicitly so they are installed.
Globals.h
IRModule.h
Pass.h
PybindUtils.h
PRIVATE_LINK_LIBS
LLVMSupport
EMBED_CAPI_LINK_LIBS
MLIRCAPIDebug
MLIRCAPIIR
MLIRCAPIInterfaces
MLIRCAPIRegistration # TODO: See about dis-aggregating
# Dialects
MLIRCAPIFunc
)
declare_mlir_python_extension(MLIRPythonExtension.Dialects.Linalg.Pybind
MODULE_NAME _mlirDialectsLinalg
ADD_TO_PARENT MLIRPythonSources.Dialects.linalg
ROOT_DIR "${PYTHON_SOURCE_DIR}"
SOURCES
DialectLinalg.cpp
PRIVATE_LINK_LIBS
LLVMSupport
EMBED_CAPI_LINK_LIBS
MLIRCAPIIR
MLIRCAPILinalg
)
declare_mlir_python_extension(MLIRPythonExtension.Dialects.Quant.Pybind
MODULE_NAME _mlirDialectsQuant
ADD_TO_PARENT MLIRPythonSources.Dialects.quant
ROOT_DIR "${PYTHON_SOURCE_DIR}"
SOURCES
DialectQuant.cpp
PRIVATE_LINK_LIBS
LLVMSupport
EMBED_CAPI_LINK_LIBS
MLIRCAPIIR
MLIRCAPIQuant
)
declare_mlir_python_extension(MLIRPythonExtension.Dialects.PDL.Pybind
MODULE_NAME _mlirDialectsPDL
ADD_TO_PARENT MLIRPythonSources.Dialects.pdl
ROOT_DIR "${PYTHON_SOURCE_DIR}"
SOURCES
DialectPDL.cpp
PRIVATE_LINK_LIBS
LLVMSupport
EMBED_CAPI_LINK_LIBS
MLIRCAPIIR
MLIRCAPIPDL
)
declare_mlir_python_extension(MLIRPythonExtension.Dialects.SparseTensor.Pybind
MODULE_NAME _mlirDialectsSparseTensor
ADD_TO_PARENT MLIRPythonSources.Dialects.sparse_tensor
ROOT_DIR "${PYTHON_SOURCE_DIR}"
SOURCES
DialectSparseTensor.cpp
PRIVATE_LINK_LIBS
LLVMSupport
EMBED_CAPI_LINK_LIBS
MLIRCAPIIR
MLIRCAPISparseTensor
)
declare_mlir_python_extension(MLIRPythonExtension.AllPassesRegistration
MODULE_NAME _mlirAllPassesRegistration
ROOT_DIR "${PYTHON_SOURCE_DIR}"
SOURCES
AllPassesRegistration.cpp
PRIVATE_LINK_LIBS
LLVMSupport
EMBED_CAPI_LINK_LIBS
MLIRCAPIConversion
MLIRCAPITransforms
)
declare_mlir_python_extension(MLIRPythonExtension.AsyncDialectPasses
MODULE_NAME _mlirAsyncPasses
ADD_TO_PARENT MLIRPythonSources.Dialects.async_dialect
ROOT_DIR "${PYTHON_SOURCE_DIR}"
SOURCES
AsyncPasses.cpp
PRIVATE_LINK_LIBS
LLVMSupport
EMBED_CAPI_LINK_LIBS
MLIRCAPIAsync
)
declare_mlir_python_extension(MLIRPythonExtension.Conversions
MODULE_NAME _mlirConversions
ADD_TO_PARENT MLIRPythonSources.Passes
ROOT_DIR "${PYTHON_SOURCE_DIR}"
SOURCES
Conversions/Conversions.cpp
PRIVATE_LINK_LIBS
LLVMSupport
EMBED_CAPI_LINK_LIBS
MLIRCAPIConversion
)
# Only enable the ExecutionEngine if the native target is configured in.
if(TARGET ${LLVM_NATIVE_ARCH})
declare_mlir_python_extension(MLIRPythonExtension.ExecutionEngine
MODULE_NAME _mlirExecutionEngine
ADD_TO_PARENT MLIRPythonSources.ExecutionEngine
ROOT_DIR "${PYTHON_SOURCE_DIR}"
SOURCES
ExecutionEngineModule.cpp
PRIVATE_LINK_LIBS
LLVMSupport
EMBED_CAPI_LINK_LIBS
MLIRCAPIExecutionEngine
)
endif()
declare_mlir_python_extension(MLIRPythonExtension.GPUDialectPasses
MODULE_NAME _mlirGPUPasses
ADD_TO_PARENT MLIRPythonSources.Dialects.gpu
ROOT_DIR "${PYTHON_SOURCE_DIR}"
SOURCES
GPUPasses.cpp
PRIVATE_LINK_LIBS
LLVMSupport
EMBED_CAPI_LINK_LIBS
MLIRCAPIGPU
)
declare_mlir_python_extension(MLIRPythonExtension.LinalgPasses
MODULE_NAME _mlirLinalgPasses
ADD_TO_PARENT MLIRPythonSources.Dialects.linalg
ROOT_DIR "${PYTHON_SOURCE_DIR}"
SOURCES
LinalgPasses.cpp
PRIVATE_LINK_LIBS
LLVMSupport
EMBED_CAPI_LINK_LIBS
MLIRCAPILinalg
)
declare_mlir_python_extension(MLIRPythonExtension.SparseTensorDialectPasses
MODULE_NAME _mlirSparseTensorPasses
ADD_TO_PARENT MLIRPythonSources.Dialects.sparse_tensor
ROOT_DIR "${PYTHON_SOURCE_DIR}"
SOURCES
SparseTensorPasses.cpp
PRIVATE_LINK_LIBS
LLVMSupport
EMBED_CAPI_LINK_LIBS
MLIRCAPISparseTensor
)
declare_mlir_python_extension(MLIRPythonExtension.Transforms
MODULE_NAME _mlirTransforms
ADD_TO_PARENT MLIRPythonSources.Passes
ROOT_DIR "${PYTHON_SOURCE_DIR}"
SOURCES
Transforms/Transforms.cpp
PRIVATE_LINK_LIBS
LLVMSupport
EMBED_CAPI_LINK_LIBS
MLIRCAPITransforms
)
# TODO: Figure out how to put this in the test tree.
# This should not be included in the main Python extension. However,
# putting it into MLIRPythonTestSources along with the dialect declaration
# above confuses Python module loader when running under lit.
set(_ADDL_TEST_SOURCES)
if(MLIR_INCLUDE_TESTS)
set(_ADDL_TEST_SOURCES MLIRPythonTestSources)
declare_mlir_python_sources(MLIRPythonTestSources)
declare_mlir_python_sources(MLIRPythonTestSources.Dialects
ADD_TO_PARENT MLIRPythonTestSources)
# TODO: this uses a tablegen file from the test directory and should be
# decoupled from here.
declare_mlir_python_sources(
MLIRPythonTestSources.Dialects.PythonTest
ROOT_DIR "${CMAKE_CURRENT_SOURCE_DIR}/mlir"
ADD_TO_PARENT MLIRPythonTestSources.Dialects
SOURCES dialects/python_test.py)
set(LLVM_TARGET_DEFINITIONS
"${MLIR_MAIN_SRC_DIR}/test/python/python_test_ops.td")
mlir_tablegen(
"dialects/_python_test_ops_gen.py"
-gen-python-op-bindings
-bind-dialect=python_test)
add_public_tablegen_target(PythonTestDialectPyIncGen)
declare_mlir_python_sources(
MLIRPythonTestSources.Dialects.PythonTest.ops_gen
ROOT_DIR "${CMAKE_CURRENT_BINARY_DIR}"
ADD_TO_PARENT MLIRPythonTestSources.Dialects.PythonTest
SOURCES "dialects/_python_test_ops_gen.py")
declare_mlir_python_extension(MLIRPythonTestSources.PythonTestExtension
MODULE_NAME _mlirPythonTest
ADD_TO_PARENT MLIRPythonTestSources.Dialects
ROOT_DIR "${MLIR_SOURCE_DIR}/test/python/lib"
SOURCES
PythonTestModule.cpp
PRIVATE_LINK_LIBS
LLVMSupport
EMBED_CAPI_LINK_LIBS
MLIRCAPIPythonTestDialect
)
endif()
################################################################################
# Common CAPI dependency DSO.
# All python extensions must link through one DSO which exports the CAPI, and
# this must have a globally unique name amongst all embeddors of the python
# library since it will effectively have global scope.
#
# The presence of this aggregate library is part of the long term plan, but its
# use needs to be made more flexible.
#
# TODO: Upgrade to the aggregate utility in https://reviews.llvm.org/D106419
# once ready.
################################################################################
add_mlir_python_common_capi_library(MLIRPythonCAPI
INSTALL_COMPONENT MLIRPythonModules
INSTALL_DESTINATION python_packages/mlir_core/mlir/_mlir_libs
OUTPUT_DIRECTORY "${MLIR_BINARY_DIR}/python_packages/mlir_core/mlir/_mlir_libs"
RELATIVE_INSTALL_ROOT "../../../.."
DECLARED_SOURCES
MLIRPythonSources
MLIRPythonExtension.AllPassesRegistration
${_ADDL_TEST_SOURCES}
)
################################################################################
# The fully assembled package of modules.
# This must come last.
################################################################################
add_mlir_python_modules(MLIRPythonModules
ROOT_PREFIX "${MLIR_BINARY_DIR}/python_packages/mlir_core/mlir"
INSTALL_PREFIX "python_packages/mlir_core/mlir"
DECLARED_SOURCES
MLIRPythonSources
MLIRPythonExtension.AllPassesRegistration
MLIRPythonCAPIHeaderSources
${_ADDL_TEST_SOURCES}
COMMON_CAPI_LINK_LIBS
MLIRPythonCAPI
)
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