| @@ -29,6 +29,7 @@ set_property(CACHE MGE_ARCH PROPERTY STRINGS AUTO | |||
| set (MGE_EXPORT_TARGETS MegEngine-targets) | |||
| option(MGE_WITH_JIT "Build MegEngine with JIT." ON) | |||
| option(MGE_WITH_JIT_MLIR "Build MegEngine with MLIR JIT." OFF) | |||
| option(MGE_WITH_HALIDE "Build MegEngine with Halide JIT" ON) | |||
| option(MGE_WITH_MIDOUT_PROFILE "Build MegEngine with Midout profile." OFF) | |||
| option(MGE_WITH_MINIMUM_SIZE "Swith off MGE_ENABLE_RTTI、MGE_ENABLE_EXCEPTIONS、MGE_ENABLE_LOGGING and switch on MGE_INFERENCE_ONLY so that compile minimum load_and_run. Take effect only when MGE_BIN_REDUCE was set" OFF) | |||
| @@ -176,9 +177,10 @@ if(MSVC OR WIN32) | |||
| set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} ${WIN_FLAGS}") | |||
| #FIXME: fix halide JIT on windows | |||
| message("-- disable jit and halide on windows host build...") | |||
| message("-- disable jit, halide and mlir on windows host build...") | |||
| set(MGE_WITH_HALIDE OFF) | |||
| set(MGE_WITH_JIT OFF) | |||
| set(MGE_WITH_JIT_MLIR OFF) | |||
| #FIXME: fix MegRay on windows | |||
| message("-- Disable distributed build on windows host build...") | |||
| set(MGE_WITH_DISTRIBUTED OFF) | |||
| @@ -209,6 +211,19 @@ if(NOT MGE_WITH_JIT) | |||
| message(WARNING "MGE_WITH_HALIDE is set to OFF with MGE_WITH_JIT disabled") | |||
| set(MGE_WITH_HALIDE OFF) | |||
| endif() | |||
| if(MGE_WITH_JIT_MLIR) | |||
| message(WARNING "MGE_WITH_JIT_MLIR is set to OFF with MGE_WITH_JIT disabled") | |||
| set(MGE_WITH_JIT_MLIR OFF) | |||
| endif() | |||
| endif() | |||
| # FIXME At present, there are some conflicts between the LLVM that halide | |||
| # depends on and the LLVM that MLIR depends on. Should be fixed in subsequent | |||
| # versions. | |||
| if(MGE_WITH_JIT_MLIR) | |||
| if(MGE_WITH_HALIDE) | |||
| message(FATAL_ERROR "please set MGE_WITH_HALIDE to OFF with MGE_WITH_JIT_MLIR enabled") | |||
| endif() | |||
| endif() | |||
| if(MGE_WITH_CUDA) | |||
| @@ -223,8 +238,11 @@ if(MGE_WITH_CUDA) | |||
| endif() | |||
| if(NOT MGE_WITH_CUDA) | |||
| message("-- Disable JIT support, as CUDA is not enabled.") | |||
| set(MGE_WITH_JIT OFF) | |||
| if(NOT MGE_ARCH STREQUAL "x86_64" AND NOT MGE_ARCH STREQUAL "i386") | |||
| message("-- Disable JIT support, as the MGE_ARCH is not X86 and CUDA is not enabled.") | |||
| set(MGE_WITH_JIT OFF) | |||
| set(MGE_WITH_JIT_MLIR OFF) | |||
| endif() | |||
| set(MGE_WITH_HALIDE OFF) | |||
| message("-- Disable TensorRT support, as CUDA is not enabled.") | |||
| set(MGE_WITH_TRT OFF) | |||
| @@ -283,6 +301,10 @@ if(MGE_INFERENCE_ONLY) | |||
| set(MGE_BUILD_IMPERATIVE_RT OFF) | |||
| endif() | |||
| if(MGE_WITH_JIT_MLIR) | |||
| include(cmake/llvm-project.cmake) | |||
| endif() | |||
| if(MGE_WITH_DISTRIBUTED) | |||
| include(cmake/protobuf.cmake) | |||
| include(cmake/zmq.cmake) | |||
| @@ -532,8 +554,6 @@ if(MGE_WITH_JIT AND MGE_WITH_HALIDE) | |||
| set(HALIDE_SHARED_LIBRARY OFF CACHE BOOL "Build as a shared library") | |||
| include(cmake/Halide.cmake) | |||
| endif() | |||
| set(MGB_JIT ${MGE_WITH_JIT}) | |||
| set(MGB_JIT_HALIDE ${MGE_WITH_HALIDE}) | |||
| # Thread | |||
| IF(APPLE) | |||
| @@ -542,8 +562,16 @@ IF(APPLE) | |||
| set(CMAKE_USE_WIN32_THREADS_INIT 0) | |||
| set(CMAKE_USE_PTHREADS_INIT 1) | |||
| set(THREADS_PREFER_PTHREAD_FLAG ON) | |||
| message("-- disable jit, halide and mlir on macos host build...") | |||
| set(MGE_WITH_HALIDE OFF) | |||
| set(MGE_WITH_JIT OFF) | |||
| set(MGE_WITH_JIT_MLIR OFF) | |||
| ENDIF() | |||
| set(MGB_JIT ${MGE_WITH_JIT}) | |||
| set(MGB_JIT_MLIR ${MGE_WITH_JIT_MLIR}) | |||
| set(MGB_JIT_HALIDE ${MGE_WITH_HALIDE}) | |||
| if(MSVC OR WIN32) | |||
| set(CMAKE_HAVE_THREADS_LIBRARY 1) | |||
| set(CMAKE_USE_WIN32_THREADS_INIT 1) | |||
| @@ -0,0 +1,123 @@ | |||
| # - Find the llvm/mlir libraries | |||
| # This module finds if llvm/mlir is installed, or build llvm/mlir from source. | |||
| # This module sets the following variables. | |||
| # | |||
| # MLIR_LLVM_INCLUDE_DIR - path to the LLVM/MLIR include files | |||
| # MLIR_LLVM_LIBS - path to the LLVM/MLIR libraries | |||
| # | |||
| # This module define the following functions. | |||
| # | |||
| # external_tablegen_library - created interface library which depends on tablegen outputs | |||
| include(CMakeParseArguments) | |||
| function(external_tablegen_library) | |||
| cmake_parse_arguments( | |||
| _RULE | |||
| "TESTONLY" | |||
| "NAME;TBLGEN" | |||
| "SRCS;INCLUDES;OUTS" | |||
| ${ARGN} | |||
| ) | |||
| if(_RULE_TESTONLY AND NOT MGE_WITH_TEST) | |||
| return() | |||
| endif() | |||
| set(_NAME ${_RULE_NAME}) | |||
| set(LLVM_TARGET_DEFINITIONS ${_RULE_SRCS}) | |||
| set(_INCLUDE_DIRS ${_RULE_INCLUDES}) | |||
| list(TRANSFORM _INCLUDE_DIRS PREPEND "-I") | |||
| set(_OUTPUTS) | |||
| while(_RULE_OUTS) | |||
| list(GET _RULE_OUTS 0 _COMMAND) | |||
| list(REMOVE_AT _RULE_OUTS 0) | |||
| list(GET _RULE_OUTS 0 _FILE) | |||
| list(REMOVE_AT _RULE_OUTS 0) | |||
| tablegen(${_RULE_TBLGEN} ${_FILE} ${_COMMAND} ${_INCLUDE_DIRS}) | |||
| list(APPEND _OUTPUTS ${CMAKE_CURRENT_BINARY_DIR}/${_FILE}) | |||
| endwhile() | |||
| add_custom_target(${_NAME}_target DEPENDS ${_OUTPUTS}) | |||
| add_library(${_NAME} INTERFACE) | |||
| add_dependencies(${_NAME} ${_NAME}_target) | |||
| target_include_directories(${_NAME} INTERFACE | |||
| "$<BUILD_INTERFACE:${_RULE_INCLUDES}>") | |||
| install(TARGETS ${_NAME} EXPORT ${MGE_EXPORT_TARGETS}) | |||
| endfunction() | |||
| if (MGE_USE_SYSTEM_LIB) | |||
| find_package(ZLIB) | |||
| find_package(MLIR REQUIRED CONFIG) | |||
| message(STATUS "Using MLIRConfig.cmake in: ${MLIR_DIR}") | |||
| message(STATUS "Using LLVMConfig.cmake in: ${LLVM_DIR}") | |||
| list(APPEND CMAKE_MODULE_PATH "${MLIR_CMAKE_DIR}") | |||
| list(APPEND CMAKE_MODULE_PATH "${LLVM_CMAKE_DIR}") | |||
| include(TableGen) | |||
| set(MLIR_LLVM_INCLUDE_DIR ${LLVM_INCLUDE_DIRS} ${MLIR_INCLUDE_DIRS}) | |||
| set(MLIR_LLVM_COMPONENTS Core;Support;X86CodeGen;OrcJIT;NVPTX) | |||
| llvm_map_components_to_libnames(MLIR_LLVM_LIBS ${MLIR_LLVM_COMPONENTS}) | |||
| set(MLIR_LLVM_LIB_DIR ${MLIR_INSTALL_PREFIX}/lib) | |||
| function(find_mlir_llvm_lib lib) | |||
| find_library(${lib} | |||
| NAMES ${lib} | |||
| PATHS ${MLIR_LLVM_LIB_DIR} | |||
| NO_DEFAULT_PATH) | |||
| if(${${lib}} STREQUAL ${lib}-NOTFOUND) | |||
| message(FATAL_ERROR "${lib} not found, did you forget to build llvm-project?") | |||
| else() | |||
| list(APPEND MLIR_LLVM_LIBS ${lib}) | |||
| set(MLIR_LLVM_LIBS "${MLIR_LLVM_LIBS}" PARENT_SCOPE) | |||
| endif() | |||
| endfunction(find_mlir_llvm_lib) | |||
| set(MLIR_COMPONENTS MLIRAnalysis;MLIRExecutionEngine;MLIRIR;MLIRParser;MLIRPass;MLIRSideEffectInterfaces;MLIRTargetLLVMIR;MLIRTransforms;MLIRAffineToStandard;MLIRSCFToStandard;MLIRAVX512ToLLVM;MLIRAVX512;MLIRLLVMAVX512;MLIRSDBM;MLIRROCDLIR;MLIRGPU;MLIRQuant;MLIRSPIRV;MLIRNVVMIR;MLIRShape;MLIRGPUToNVVMTransforms;MLIRTargetNVVMIR;MLIRGPUToGPURuntimeTransforms) | |||
| foreach(c ${MLIR_COMPONENTS}) | |||
| find_mlir_llvm_lib(${c}) | |||
| endforeach() | |||
| return() | |||
| endif() | |||
| function(add_mge_mlir_src_dep llvm_monorepo_path) | |||
| set(_CMAKE_BUILD_TYPE "${CMAKE_BUILD_TYPE}") | |||
| string(TOUPPER "${CMAKE_BUILD_TYPE}" uppercase_CMAKE_BUILD_TYPE) | |||
| if(NOT uppercase_CMAKE_BUILD_TYPE MATCHES "^(DEBUG|RELEASE|RELWITHDEBINFO|MINSIZEREL)$") | |||
| set(CMAKE_BUILD_TYPE "Debug") | |||
| endif() | |||
| set(_CMAKE_BUILD_SHARED_LIBS ${BUILD_SHARED_LIBS}) | |||
| set(BUILD_SHARED_LIBS OFF CACHE BOOL "" FORCE) | |||
| add_subdirectory("${llvm_monorepo_path}/llvm" ${LLVM_BUILD_DIR} EXCLUDE_FROM_ALL) | |||
| # Reset CMAKE_BUILD_TYPE to its previous setting | |||
| set(CMAKE_BUILD_TYPE "${_CMAKE_BUILD_TYPE}" CACHE STRING "Build type" FORCE) | |||
| # Reset BUILD_SHARED_LIBS to its previous setting | |||
| set(BUILD_SHARED_LIBS ${_CMAKE_BUILD_SHARED_LIBS} CACHE BOOL "Build shared libraries" FORCE) | |||
| endfunction() | |||
| set(LLVM_INCLUDE_EXAMPLES OFF CACHE BOOL "" FORCE) | |||
| set(LLVM_INCLUDE_TESTS OFF CACHE BOOL "" FORCE) | |||
| set(LLVM_INCLUDE_BENCHMARKS OFF CACHE BOOL "" FORCE) | |||
| set(LLVM_ENABLE_RTTI ${MGE_ENABLE_RTTI} CACHE BOOL "" FORCE) | |||
| set(LLVM_TARGETS_TO_BUILD "X86;NVPTX;AMDGPU;AArch64;ARM;PowerPC;SystemZ" CACHE STRING "" FORCE) | |||
| set(LLVM_ENABLE_PROJECTS "mlir" CACHE STRING "" FORCE) | |||
| set(LLVM_BUILD_DIR ${PROJECT_BINARY_DIR}/third_party/llvm-project/llvm) | |||
| add_mge_mlir_src_dep("third_party/llvm-project") | |||
| set(MLIR_LLVM_INCLUDE_DIR | |||
| ${PROJECT_SOURCE_DIR}/third_party/llvm-project/llvm/include | |||
| ${PROJECT_BINARY_DIR}/third_party/llvm-project/llvm/include | |||
| ${PROJECT_SOURCE_DIR}/third_party/llvm-project/mlir/include | |||
| ${PROJECT_BINARY_DIR}/third_party/llvm-project/llvm/tools/mlir/include | |||
| ) | |||
| set(MLIR_TABLEGEN_EXE mlir-tblgen) | |||
| set(MLIR_LLVM_LIBS LLVMCore;LLVMSupport;LLVMX86CodeGen;LLVMOrcJIT;LLVMNVPTXCodeGen;LLVMNVPTXDesc;LLVMNVPTXInfo;MLIRAnalysis;MLIRExecutionEngine;MLIRIR;MLIRParser;MLIRPass;MLIRSideEffectInterfaces;MLIRTargetLLVMIR;MLIRTransforms;MLIRAffineToStandard;MLIRSCFToStandard;MLIRAVX512ToLLVM;MLIRAVX512;MLIRLLVMAVX512;MLIRSDBM;MLIRROCDLIR;MLIRGPU;MLIRQuant;MLIRSPIRV;MLIRNVVMIR;MLIRGPUToNVVMTransforms;MLIRShape;MLIRTargetNVVMIR;MLIRGPUToGPURuntimeTransforms) | |||
| @@ -1,7 +1,15 @@ | |||
| if(MGE_WITH_JIT_MLIR) | |||
| add_subdirectory(jit/impl/mlir/ir) | |||
| endif() | |||
| file(GLOB_RECURSE SOURCES core/impl/*.cpp gopt/impl/*.cpp opr/impl/*.cpp plugin/impl/*.cpp serialization/impl/*.cpp core/impl/*.inl gopt/impl/*.inl opr/impl/*.inl plugin/impl/*.inl serialization/impl/*.inl) | |||
| if(MGE_WITH_JIT) | |||
| file(GLOB_RECURSE SOURCES_ jit/impl/*.cpp jit/impl/*.inl) | |||
| if(MGE_WITH_JIT_MLIR) | |||
| file(GLOB_RECURSE MLIR_SOURCES_ jit/impl/mlir/ir/*.cpp jit/impl/mlir/*.cpp) | |||
| list(APPEND SOURCES_ ${MLIR_SOURCES_}) | |||
| endif() | |||
| list(APPEND SOURCES ${SOURCES_}) | |||
| endif() | |||
| @@ -47,7 +55,7 @@ if(MGE_WITH_CUDA) | |||
| list(APPEND SOURCES ${SOURCES_}) | |||
| endif() | |||
| add_library(megbrain OBJECT EXCLUDE_FROM_ALL ${SOURCES}) | |||
| add_library(megbrain OBJECT ${SOURCES}) | |||
| target_link_libraries(megbrain PUBLIC mgb_opr_param_defs) | |||
| target_include_directories(megbrain | |||
| PUBLIC $<INSTALL_INTERFACE:${CMAKE_INSTALL_INCLUDEDIR}> | |||
| @@ -91,6 +99,11 @@ if(MGE_WITH_JIT AND MGE_WITH_HALIDE) | |||
| target_link_libraries(megbrain PRIVATE libhalide) | |||
| target_link_libraries(megbrain PRIVATE ${HALIDE_LLVM_LIBS}) | |||
| endif() | |||
| if(MGE_WITH_JIT_MLIR) | |||
| target_link_libraries(megbrain PRIVATE mlir_op_def) | |||
| target_link_libraries(megbrain PRIVATE mlir_shape_inference) | |||
| target_link_libraries(megbrain PRIVATE ${MLIR_LLVM_LIBS}) | |||
| endif() | |||
| if (MGB_WITH_FLATBUFFERS) | |||
| set (GEN_FLATBUFFERS_SCHEMA_PY ${PROJECT_SOURCE_DIR}/dnn/scripts/gen_flatbuffers_schema.py) | |||
| set (OPR_PARAM_DEFS_PY ${PROJECT_SOURCE_DIR}/dnn/scripts/opr_param_defs.py) | |||
| @@ -203,8 +216,7 @@ install(TARGETS megengine | |||
| if (NOT MGE_WITH_DISTRIBUTED) | |||
| install(TARGETS megbrain | |||
| EXPORT ${MGE_EXPORT_TARGETS} | |||
| LIBRARY DESTINATION ${CMAKE_INSTALL_LIBDIR} | |||
| ARCHIVE DESTINATION ${CMAKE_INSTALL_LIBDIR}) | |||
| ) | |||
| endif() | |||
| foreach(_PATH ${MGB_INC}) | |||
| @@ -17,7 +17,6 @@ | |||
| #include "./executable_cpu.h" | |||
| #include "./executable_cuda.h" | |||
| #include "./mlir_gen.h" | |||
| #include "megbrain/common.h" | |||
| #include "megbrain/comp_node_env.h" | |||
| #include "megbrain/jit/mlir/ir/dialect.h" | |||
| @@ -0,0 +1,31 @@ | |||
| set(MGB_MLIR_TABLEGEN_INC_BASE ${CMAKE_CURRENT_BINARY_DIR}/include/) | |||
| file(MAKE_DIRECTORY ${MGB_MLIR_TABLEGEN_INC_BASE}/megbrain/jit/mlir/ir/) | |||
| list(APPEND MGB_MLIR_TABLEGEN_INC ${MGB_MLIR_TABLEGEN_INC_BASE}) | |||
| external_tablegen_library( | |||
| NAME | |||
| mlir_shape_inference | |||
| TBLGEN | |||
| MLIR | |||
| SRCS | |||
| "shape_inference_interface.td" | |||
| INCLUDES | |||
| ${MGB_MLIR_TABLEGEN_INC} ${MLIR_LLVM_INCLUDE_DIR} | |||
| OUTS | |||
| -gen-op-interface-decls include/megbrain/jit/mlir/ir/shape_inference_interface.h.inc | |||
| -gen-op-interface-defs include/megbrain/jit/mlir/ir/shape_inference_interface.cpp.inc | |||
| ) | |||
| external_tablegen_library( | |||
| NAME | |||
| mlir_op_def | |||
| TBLGEN | |||
| MLIR | |||
| SRCS | |||
| "ops.td" | |||
| INCLUDES | |||
| ${MGB_MLIR_TABLEGEN_INC} ${MLIR_LLVM_INCLUDE_DIR} | |||
| OUTS | |||
| -gen-op-decls include/megbrain/jit/mlir/ir/ops.h.inc | |||
| -gen-op-defs include/megbrain/jit/mlir/ir/ops.cpp.inc | |||
| ) | |||
| @@ -36,6 +36,6 @@ mlir::Value jit::insert_alloc_and_dealloc(mlir::MemRefType type, | |||
| return alloc; | |||
| } | |||
| #endif // MGB_JIT_MLIR | |||
| #endif // MGB_JIT && MGB_JIT_MLIR | |||
| // vim: syntax=cpp.doxygen foldmethod=marker foldmarker=f{{{,f}}} | |||
| @@ -27,6 +27,6 @@ mlir::Value insert_alloc_and_dealloc(mlir::MemRefType type, mlir::Location loc, | |||
| } // namespace jit | |||
| } // namespace mgb | |||
| #endif // MGB_JIT_MLIR | |||
| #endif // MGB_JIT && MGB_JIT_MLIR | |||
| // vim: syntax=cpp.doxygen foldmethod=marker foldmarker=f{{{,f}}} | |||
| @@ -86,6 +86,6 @@ void AddOp::infer_shapes() { getResult().setType(getOperand(0).getType()); } | |||
| #define GET_OP_CLASSES | |||
| #include "megbrain/jit/mlir/ir/ops.cpp.inc" | |||
| #endif // MGB_JIT_MLIR | |||
| #endif // MGB_JIT && MGB_JIT_MLIR | |||
| // vim: syntax=cpp.doxygen | |||
| @@ -154,6 +154,6 @@ std::unique_ptr<mlir::Pass> mgb::jit::create_lower_to_affine_pass() { | |||
| return std::make_unique<MgbToAffineLoweringPass>(); | |||
| } | |||
| #endif // MGB_JIT_MLIR | |||
| #endif // MGB_JIT && MGB_JIT_MLIR | |||
| // vim: syntax=cpp.doxygen | |||
| @@ -206,6 +206,6 @@ std::unique_ptr<mlir::Pass> mgb::jit::create_lower_to_gpu_pass() { | |||
| return std::make_unique<MgbToGpuLoweringPass>(); | |||
| } | |||
| #endif // MGB_JIT_MLIR | |||
| #endif // MGB_JIT && MGB_JIT_MLIR | |||
| // vim: syntax=cpp.doxygen | |||
| @@ -51,6 +51,6 @@ std::unique_ptr<mlir::Pass> mgb::jit::create_lower_to_llvm_pass() { | |||
| return std::make_unique<AffineToLLVMLoweringPass>(); | |||
| } | |||
| #endif // MGB_JIT_MLIR | |||
| #endif // MGB_JIT && MGB_JIT_MLIR | |||
| // vim: syntax=cpp.doxygen | |||
| @@ -95,6 +95,6 @@ std::unique_ptr<mlir::Pass> mgb::jit::create_shape_inference_pass() { | |||
| return std::make_unique<ShapeInferencePass>(); | |||
| } | |||
| #endif // MGB_JIT_MLIR | |||
| #endif // MGB_JIT && MGB_JIT_MLIR | |||
| // vim: syntax=cpp.doxygen | |||
| @@ -14,7 +14,6 @@ | |||
| #if MGB_JIT && MGB_JIT_MLIR | |||
| #include "./mlir_gen.h" | |||
| #include "./utils.h" | |||
| #include "megbrain/jit/mlir/ir/dialect.h" | |||
| #include "megbrain/opr/basic_arith.h" | |||
| @@ -202,6 +201,6 @@ std::pair<llvm::StringRef, mlir::OwningModuleRef> mgb::jit::mlir_gen( | |||
| return MLIRGenImpl(context).gen(internal_graph, args); | |||
| } | |||
| #endif // MGB_JIT_MLIR | |||
| #endif // MGB_JIT && MGB_JIT_MLIR | |||
| // vim: syntax=cpp.doxygen | |||
| @@ -11,6 +11,7 @@ | |||
| */ | |||
| #pragma once | |||
| #include "megbrain_build_config.h" | |||
| #include "megbrain_build_config.h" | |||
| #if MGB_JIT && MGB_JIT_MLIR | |||
| @@ -37,6 +38,6 @@ std::pair<llvm::StringRef, mlir::OwningModuleRef> mlir_gen( | |||
| } | |||
| } // namespace mgb | |||
| #endif // MGB_JIT_MLIR | |||
| #endif // MGB_JIT && MGB_JIT_MLIR | |||
| // vim: syntax=cpp.doxygen | |||
| @@ -40,6 +40,6 @@ using namespace mlir; | |||
| } // namespace jit | |||
| } // namespace mgb | |||
| #endif // MGB_JIT_MLIR | |||
| #endif // MGB_JIT && MGB_JIT_MLIR | |||
| // vim: syntax=cpp.doxygen | |||
| @@ -11,6 +11,7 @@ | |||
| */ | |||
| #pragma once | |||
| #include "megbrain_build_config.h" | |||
| #include <mlir/IR/Module.h> | |||
| #include "megbrain_build_config.h" | |||
| @@ -38,6 +39,6 @@ std::unique_ptr<mlir::Pass> create_lower_to_gpu_pass(); | |||
| } // namespace jit | |||
| } // namespace mgb | |||
| #endif // MGB_JIT_MLIR | |||
| #endif // MGB_JIT && MGB_JIT_MLIR | |||
| // vim: syntax=cpp.doxygen | |||
| @@ -28,6 +28,6 @@ namespace jit { | |||
| #endif // MGB_JIT_MLIR | |||
| #endif // MGB_JIT && MGB_JIT_MLIR | |||
| // vim: syntax=cpp.doxygen | |||
| @@ -1500,6 +1500,7 @@ TEST(TestJITExecutor, GradBehavior) { | |||
| ASSERT_EQ(nr_ph, 2); | |||
| ASSERT_EQ(nr_mul, 1); | |||
| } | |||
| #if MGB_JIT_HALIDE | |||
| { | |||
| set_backend(Backend::HALIDE); | |||
| auto graph = ComputingGraph::make(); | |||
| @@ -1529,6 +1530,7 @@ TEST(TestJITExecutor, GradBehavior) { | |||
| // GetVarShape(a) and broadcast | |||
| ASSERT_EQ(nr_ops, 4); | |||
| } | |||
| #endif // MGB_JIT_HALIDE | |||
| { | |||
| set_backend(Backend::NVRTC); | |||
| auto graph = ComputingGraph::make(); | |||
| @@ -25,6 +25,7 @@ | |||
| #cmakedefine01 MGB_BUILD_SLIM_SERVING | |||
| #cmakedefine01 MGB_ENABLE_EXCEPTION | |||
| #cmakedefine01 MGB_JIT | |||
| #cmakedefine01 MGB_JIT_MLIR | |||
| #cmakedefine01 MGB_JIT_HALIDE | |||
| #cmakedefine01 MGB_ENABLE_TENSOR_RT | |||
| #cmakedefine01 MGB_ENABLE_JSON | |||