[SYCLomatic] Support the migration of matmul & transform in cublasLt

clang/lib/DPCT/APINamesCUBLAS.inc

@@ -1634,3 +1634,64 @@ GEMM_BATCH(cublasDgemmStridedBatched, "double", false)
 GEMM_BATCH(cublasCgemmStridedBatched, "std::complex<float>", true)
 GEMM_BATCH(cublasZgemmStridedBatched, "std::complex<double>", true)
 #undef GEMM_BATCH
+
+ASSIGNABLE_FACTORY(ASSIGN_FACTORY_ENTRY(
+    "cublasLtCreate", DEREF(0),
+    NEW(MapNames::getDpctNamespace() + "blas_gemm::experimental::descriptor")))
+ASSIGNABLE_FACTORY(DELETE_FACTORY_ENTRY("cublasLtDestroy", ARG(0)))
+ASSIGNABLE_FACTORY(ASSIGN_FACTORY_ENTRY(
+    "cublasLtMatmulDescCreate", DEREF(0),
+    NEW(MapNames::getDpctNamespace() + "blas_gemm::experimental::matmul_desc_t",
+        ARG(1), ARG(2))))
+ASSIGNABLE_FACTORY(DELETE_FACTORY_ENTRY("cublasLtMatmulDescDestroy", ARG(0)))
+ASSIGNABLE_FACTORY(MEMBER_CALL_FACTORY_ENTRY("cublasLtMatmulDescSetAttribute",
+                                             ARG(0), true, "set_attribute",
+                                             ARG(1), ARG(2)))
+ASSIGNABLE_FACTORY(MEMBER_CALL_FACTORY_ENTRY("cublasLtMatmulDescGetAttribute",
+                                             ARG(0), true, "get_attribute",
+                                             ARG(1), ARG(2)))
+
+ASSIGNABLE_FACTORY(
+    ASSIGN_FACTORY_ENTRY("cublasLtMatrixLayoutCreate", DEREF(0),
+                         NEW(MapNames::getDpctNamespace() +
+                                 "blas_gemm::experimental::matrix_layout_t",
+                             ARG(1), ARG(2), ARG(3), ARG(4))))
+ASSIGNABLE_FACTORY(DELETE_FACTORY_ENTRY("cublasLtMatrixLayoutDestroy", ARG(0)))
+ASSIGNABLE_FACTORY(MEMBER_CALL_FACTORY_ENTRY("cublasLtMatrixLayoutSetAttribute",
+                                             ARG(0), true, "set_attribute",
+                                             ARG(1), ARG(2)))
+ASSIGNABLE_FACTORY(MEMBER_CALL_FACTORY_ENTRY("cublasLtMatrixLayoutGetAttribute",
+                                             ARG(0), true, "get_attribute",
+                                             ARG(1), ARG(2)))
+
+ASSIGNABLE_FACTORY(CALL_FACTORY_ENTRY(
+    "cublasLtMatmul",
+    CALL(MapNames::getDpctNamespace() + "blas_gemm::experimental::matmul",
+         ARG(0), ARG(1), ARG(2), ARG(3), ARG(4), ARG(5), ARG(6), ARG(7), ARG(8),
+         ARG(9), ARG(10), ARG(11), ARG(15))))
+REMOVE_API_FACTORY_ENTRY("cublasLtMatmulPreferenceCreate")
+REMOVE_API_FACTORY_ENTRY("cublasLtMatmulPreferenceDestroy")
+REMOVE_API_FACTORY_ENTRY("cublasLtMatmulPreferenceSetAttribute")
+REMOVE_API_FACTORY_ENTRY("cublasLtMatmulPreferenceGetAttribute")
+ASSIGNABLE_FACTORY(ASSIGN_FACTORY_ENTRY("cublasLtMatmulAlgoGetHeuristic",
+                                        DEREF(9), ARG("1")))
+
+ASSIGNABLE_FACTORY(
+    ASSIGN_FACTORY_ENTRY("cublasLtMatrixTransformDescCreate", DEREF(0),
+                         NEW(MapNames::getDpctNamespace() +
+                                 "blas_gemm::experimental::transform_desc_t",
+                             ARG(1))))
+ASSIGNABLE_FACTORY(DELETE_FACTORY_ENTRY("cublasLtMatrixTransformDescDestroy",
+                                        ARG(0)))
+ASSIGNABLE_FACTORY(
+    MEMBER_CALL_FACTORY_ENTRY("cublasLtMatrixTransformDescSetAttribute", ARG(0),
+                              true, "set_attribute", ARG(1), ARG(2)))
+ASSIGNABLE_FACTORY(
+    MEMBER_CALL_FACTORY_ENTRY("cublasLtMatrixTransformDescGetAttribute", ARG(0),
+                              true, "get_attribute", ARG(1), ARG(2)))
+ASSIGNABLE_FACTORY(
+    CALL_FACTORY_ENTRY("cublasLtMatrixTransform",
+                       CALL(MapNames::getDpctNamespace() +
+                                "blas_gemm::experimental::matrix_transform",
+                            ARG(1), ARG(2), ARG(3), ARG(4), ARG(5), ARG(6),
+                            ARG(7), ARG(8), ARG(9), ARG(10))))

clang/lib/DPCT/APINames_cuBLAS.inc

@@ -287,31 +287,31 @@ ENTRY(cublasNrm2Ex, cublasNrm2Ex, true, NO_FLAG, P4, "DPCT1020")
 ENTRY(cublasAxpyEx, cublasAxpyEx, true, NO_FLAG, P4, "DPCT1020")
 ENTRY(cublasDotEx, cublasDotEx, true, NO_FLAG, P4, "DPCT1020")
 ENTRY(cublasScalEx, cublasScalEx, true, NO_FLAG, P4, "DPCT1020")
-ENTRY(cublasLtCreate, cublasLtCreate, false, NO_FLAG, P4, "comment")
-ENTRY(cublasLtDestroy, cublasLtDestroy, false, NO_FLAG, P4, "comment")
+ENTRY(cublasLtCreate, cublasLtCreate, true, NO_FLAG, P4, "DPCT1026/DPCT1027")
+ENTRY(cublasLtDestroy, cublasLtDestroy, true, NO_FLAG, P4, "DPCT1026/DPCT1027")
 ENTRY(cublasLtGetVersion, cublasLtGetVersion, false, NO_FLAG, P4, "comment")
 ENTRY(cublasLtGetCudartVersion, cublasLtGetCudartVersion, false, NO_FLAG, P4, "comment")
 ENTRY(cublasLtGetProperty, cublasLtGetProperty, false, NO_FLAG, P4, "comment")
-ENTRY(cublasLtMatmul, cublasLtMatmul, false, NO_FLAG, P4, "comment")
-ENTRY(cublasLtMatrixLayoutCreate, cublasLtMatrixLayoutCreate, false, NO_FLAG, P4, "comment")
-ENTRY(cublasLtMatrixLayoutGetAttribute, cublasLtMatrixLayoutGetAttribute, false, NO_FLAG, P4, "comment")
-ENTRY(cublasLtMatrixLayoutSetAttribute, cublasLtMatrixLayoutSetAttribute, false, NO_FLAG, P4, "comment")
-ENTRY(cublasLtMatrixLayoutDestroy, cublasLtMatrixLayoutDestroy, false, NO_FLAG, P4, "comment")
-ENTRY(cublasLtMatrixTransform, cublasLtMatrixTransform, false, NO_FLAG, P4, "comment")
-ENTRY(cublasLtMatmulDescCreate, cublasLtMatmulDescCreate, false, NO_FLAG, P4, "comment")
-ENTRY(cublasLtMatmulDescDestroy, cublasLtMatmulDescDestroy, false, NO_FLAG, P4, "comment")
-ENTRY(cublasLtMatmulDescSetAttribute, cublasLtMatmulDescSetAttribute, false, NO_FLAG, P4, "comment")
-ENTRY(cublasLtMatmulDescGetAttribute, cublasLtMatmulDescGetAttribute, false, NO_FLAG, P4, "comment")
-ENTRY(cublasLtMatrixTransformDescCreate, cublasLtMatrixTransformDescCreate, false, NO_FLAG, P4, "comment")
-ENTRY(cublasLtMatrixTransformDescDestroy, cublasLtMatrixTransformDescDestroy, false, NO_FLAG, P4, "comment")
-ENTRY(cublasLtMatrixTransformDescSetAttribute, cublasLtMatrixTransformDescSetAttribute, false, NO_FLAG, P4, "comment")
-ENTRY(cublasLtMatrixTransformDescGetAttribute, cublasLtMatrixTransformDescGetAttribute, false, NO_FLAG, P4, "comment")
-ENTRY(cublasLtMatmulPreferenceCreate, cublasLtMatmulPreferenceCreate, false, NO_FLAG, P4, "comment")
-ENTRY(cublasLtMatmulPreferenceDestroy, cublasLtMatmulPreferenceDestroy, false, NO_FLAG, P4, "comment")
-ENTRY(cublasLtMatmulPreferenceSetAttribute, cublasLtMatmulPreferenceSetAttribute, false, NO_FLAG, P4, "comment")
-ENTRY(cublasLtMatmulPreferenceGetAttribute, cublasLtMatmulPreferenceGetAttribute, false, NO_FLAG, P4, "comment")
+ENTRY(cublasLtMatmul, cublasLtMatmul, true, NO_FLAG, P4, "comment")
+ENTRY(cublasLtMatrixLayoutCreate, cublasLtMatrixLayoutCreate, true, NO_FLAG, P4, "comment")
+ENTRY(cublasLtMatrixLayoutGetAttribute, cublasLtMatrixLayoutGetAttribute, true, NO_FLAG, P4, "comment")
+ENTRY(cublasLtMatrixLayoutSetAttribute, cublasLtMatrixLayoutSetAttribute, true, NO_FLAG, P4, "comment")
+ENTRY(cublasLtMatrixLayoutDestroy, cublasLtMatrixLayoutDestroy, true, NO_FLAG, P4, "comment")
+ENTRY(cublasLtMatrixTransform, cublasLtMatrixTransform, true, NO_FLAG, P4, "comment")
+ENTRY(cublasLtMatmulDescCreate, cublasLtMatmulDescCreate, true, NO_FLAG, P4, "comment")
+ENTRY(cublasLtMatmulDescDestroy, cublasLtMatmulDescDestroy, true, NO_FLAG, P4, "comment")
+ENTRY(cublasLtMatmulDescSetAttribute, cublasLtMatmulDescSetAttribute, true, NO_FLAG, P4, "comment")
+ENTRY(cublasLtMatmulDescGetAttribute, cublasLtMatmulDescGetAttribute, true, NO_FLAG, P4, "comment")
+ENTRY(cublasLtMatrixTransformDescCreate, cublasLtMatrixTransformDescCreate, true, NO_FLAG, P4, "comment")
+ENTRY(cublasLtMatrixTransformDescDestroy, cublasLtMatrixTransformDescDestroy, true, NO_FLAG, P4, "comment")
+ENTRY(cublasLtMatrixTransformDescSetAttribute, cublasLtMatrixTransformDescSetAttribute, true, NO_FLAG, P4, "comment")
+ENTRY(cublasLtMatrixTransformDescGetAttribute, cublasLtMatrixTransformDescGetAttribute, true, NO_FLAG, P4, "comment")
+ENTRY(cublasLtMatmulPreferenceCreate, cublasLtMatmulPreferenceCreate, true, NO_FLAG, P4, "comment")
+ENTRY(cublasLtMatmulPreferenceDestroy, cublasLtMatmulPreferenceDestroy, true, NO_FLAG, P4, "comment")
+ENTRY(cublasLtMatmulPreferenceSetAttribute, cublasLtMatmulPreferenceSetAttribute, true, NO_FLAG, P4, "comment")
+ENTRY(cublasLtMatmulPreferenceGetAttribute, cublasLtMatmulPreferenceGetAttribute, true, NO_FLAG, P4, "comment")
 ENTRY(cublasLtMatmulAlgoCheck, cublasLtMatmulAlgoCheck, false, NO_FLAG, P4, "comment")
-ENTRY(cublasLtMatmulAlgoGetHeuristic, cublasLtMatmulAlgoGetHeuristic, false, NO_FLAG, P4, "comment")
+ENTRY(cublasLtMatmulAlgoGetHeuristic, cublasLtMatmulAlgoGetHeuristic, true, NO_FLAG, P4, "comment")
 ENTRY(cublasLtMatmulAlgoGetIds, cublasLtMatmulAlgoGetIds, false, NO_FLAG, P4, "comment")
 ENTRY(cublasLtMatmulAlgoInit, cublasLtMatmulAlgoInit, false, NO_FLAG, P4, "comment")
 ENTRY(cublasLtMatmulAlgoCapGetAttribute, cublasLtMatmulAlgoCapGetAttribute, false, NO_FLAG, P4, "comment")

clang/lib/DPCT/ASTTraversal.cpp

@@ -1738,7 +1738,14 @@ void TypeInDeclRule::registerMatcher(MatchFinder &MF) {
               "cudaLaunchAttributeValue", "cusparseSpSMDescr_t",
               "cusparseConstSpMatDescr_t", "cusparseSpSMAlg_t",
               "cusparseConstDnMatDescr_t", "cudaMemcpy3DParms", "CUDA_MEMCPY3D",
-              "CUDA_MEMCPY2D", "CUDA_ARRAY_DESCRIPTOR"))))))
+              "CUDA_MEMCPY2D", "CUDA_ARRAY_DESCRIPTOR", "cublasLtHandle_t",
+              "cublasLtMatmulDesc_t", "cublasLtOrder_t",
+              "cublasLtPointerMode_t", "cublasLtMatrixLayout_t",
+              "cublasLtMatrixLayoutAttribute_t",
+              "cublasLtMatmulDescAttributes_t", "cublasLtMatmulAlgo_t",
+              "cublasLtEpilogue_t", "cublasLtMatmulPreference_t",
+              "cublasLtMatmulHeuristicResult_t",
+              "cublasLtMatrixTransformDesc_t"))))))
           .bind("cudaTypeDef"),
       this);
 
@@ -3605,14 +3612,18 @@ REGISTER_RULE(CU_JITEnumsRule, PassKind::PK_Migration)
 void BLASEnumsRule::registerMatcher(MatchFinder &MF) {
   MF.addMatcher(declRefExpr(to(enumConstantDecl(matchesName(
                                 "(CUBLAS_STATUS.*)|(CUDA_R_.*)|(CUDA_C_.*)|("
-                                "CUBLAS_GEMM_.*)|(CUBLAS_POINTER_MODE.*)"))))
+                                "CUBLAS_GEMM_.*)|(CUBLAS_POINTER_MODE.*)|("
+                                "CUBLASLT_EPILOGUE_.*)"))))
                     .bind("BLASStatusConstants"),
                 this);
   MF.addMatcher(
       declRefExpr(to(enumConstantDecl(matchesName(
                       "(CUBLAS_OP.*)|(CUBLAS_SIDE.*)|(CUBLAS_FILL_"
                       "MODE.*)|(CUBLAS_DIAG.*)|(CUBLAS_.*_MATH)|CUBLAS_MATH_"
-                      "DISALLOW_REDUCED_PRECISION_REDUCTION"))))
+                      "DISALLOW_REDUCED_PRECISION_REDUCTION|(CUBLASLT_ORDER_.*)"
+                      "|(CUBLASLT_POINTER_MODE_.*)|(CUBLASLT_MATRIX_LAYOUT_.*)|"
+                      "(CUBLASLT_MATMUL_DESC_.*)|(CUBLASLT_MATRIX_TRANSFORM_"
+                      "DESC_.*)"))))
           .bind("BLASNamedValueConstants"),
       this);
 }
@@ -4349,7 +4360,20 @@ void BLASFunctionCallRule::registerMatcher(MatchFinder &MF) {
         "cublasDsyr2k_v2_64", "cublasCsyr2k_v2_64", "cublasZsyr2k_v2_64",
         "cublasCher2k_v2_64", "cublasZher2k_v2_64", "cublasSgeam_64",
         "cublasDgeam_64", "cublasCgeam_64", "cublasZgeam_64", "cublasSdgmm_64",
-        "cublasDdgmm_64", "cublasCdgmm_64", "cublasZdgmm_64");
+        "cublasDdgmm_64", "cublasCdgmm_64", "cublasZdgmm_64",
+        /*cublasLt*/
+        "cublasLtCreate", "cublasLtDestroy", "cublasLtMatmulDescCreate",
+        "cublasLtMatmulDescDestroy", "cublasLtMatmulDescSetAttribute",
+        "cublasLtMatmulDescGetAttribute", "cublasLtMatrixLayoutCreate",
+        "cublasLtMatrixLayoutDestroy", "cublasLtMatrixLayoutGetAttribute",
+        "cublasLtMatrixLayoutSetAttribute", "cublasLtMatmul",
+        "cublasLtMatmulPreferenceCreate", "cublasLtMatmulPreferenceDestroy",
+        "cublasLtMatmulPreferenceSetAttribute",
+        "cublasLtMatmulPreferenceGetAttribute",
+        "cublasLtMatmulAlgoGetHeuristic", "cublasLtMatrixTransformDescCreate",
+        "cublasLtMatrixTransformDescDestroy",
+        "cublasLtMatrixTransformDescSetAttribute",
+        "cublasLtMatrixTransformDescGetAttribute", "cublasLtMatrixTransform");
   };
 
   MF.addMatcher(callExpr(allOf(callee(functionDecl(functionName())),

clang/lib/DPCT/CMakeLists.txt

@@ -24,6 +24,7 @@ set(RUNTIME_HEADERS
   ${CMAKE_SOURCE_DIR}/../clang/runtime/dpct-rt/include/dpct/fft_utils.hpp
   ${CMAKE_SOURCE_DIR}/../clang/runtime/dpct-rt/include/dpct/lapack_utils.hpp
   ${CMAKE_SOURCE_DIR}/../clang/runtime/dpct-rt/include/dpct/group_utils.hpp
+  ${CMAKE_SOURCE_DIR}/../clang/runtime/dpct-rt/include/dpct/blas_gemm_utils.hpp
   ${CMAKE_SOURCE_DIR}/../clang/runtime/dpct-rt/include/dpct/dpl_extras/algorithm.h
   ${CMAKE_SOURCE_DIR}/../clang/runtime/dpct-rt/include/dpct/dpl_extras/functional.h
   ${CMAKE_SOURCE_DIR}/../clang/runtime/dpct-rt/include/dpct/dpl_extras/iterators.h
@@ -62,6 +63,7 @@ set(PROCESS_FILES_OUTPUT
   ${CMAKE_BINARY_DIR}/tools/clang/include/clang/DPCT/fft_utils.hpp.inc
   ${CMAKE_BINARY_DIR}/tools/clang/include/clang/DPCT/lapack_utils.hpp.inc
   ${CMAKE_BINARY_DIR}/tools/clang/include/clang/DPCT/group_utils.hpp.inc
+  ${CMAKE_BINARY_DIR}/tools/clang/include/clang/DPCT/blas_gemm_utils.hpp.inc
 )
 
 add_custom_command(

clang/lib/DPCT/GenHelperFunction.cpp

@@ -79,6 +79,9 @@ const std::string LapackUtilsAllContentStr =
 const std::string GroupUtilsAllContentStr =
 #include "clang/DPCT/group_utils.hpp.inc"
     ;
+const std::string BlasGemmUtilsAllContentStr =
+#include "clang/DPCT/blas_gemm_utils.hpp.inc"
+    ;
 const std::string DplExtrasAlgorithmAllContentStr =
 #include "clang/DPCT/dpl_extras/algorithm.h.inc"
     ;
@@ -170,6 +173,7 @@ void genHelperFunction(const clang::tooling::UnifiedPath &OutRoot) {
   GENERATE_ALL_FILE_CONTENT(FftUtils, ".", fft_utils.hpp)
   GENERATE_ALL_FILE_CONTENT(LapackUtils, ".", lapack_utils.hpp)
   GENERATE_ALL_FILE_CONTENT(GroupUtils, ".", group_utils.hpp)
+  GENERATE_ALL_FILE_CONTENT(BlasGemmUtils, ".", blas_gemm_utils.hpp)
   GENERATE_ALL_FILE_CONTENT(CodePin, "codepin", codepin.hpp)
   GENERATE_ALL_FILE_CONTENT(CodePinSerializationBasic, "codepin/serialization",
                             basic.hpp)

clang/lib/DPCT/HeaderTypes.inc

@@ -70,6 +70,7 @@ DPCT_HEADER(COMMON_Utils, "<dpct/lib_common_utils.hpp>")
 DPCT_HEADER(Atomic, "<dpct/atomic.hpp>")
 DPCT_HEADER(SPBLAS_Utils, "<dpct/sparse_utils.hpp>")
 DPCT_HEADER(Math, "<dpct/math.hpp>")
+DPCT_HEADER(BLAS_GEMM_Utils, "<dpct/blas_gemm_utils.hpp>")
 DPCT_HEADER(CodePin_SYCL, "<dpct/codepin/codepin.hpp>")
 DPCT_HEADER(CodePin_CUDA, "<dpct/codepin/codepin.hpp>")
 DPCT_HEADER(Graph, "<dpct/graph.hpp>")

clang/lib/DPCT/InclusionHeaders.inc

@@ -48,8 +48,7 @@ REGIST_INCLUSION("curand_kernel.h", FullMatch, Rng, Replace, false,
                  HeaderType::HT_DPCT_RNG_Utils)
 
 REGIST_INCLUSION("cusparse.h", FullMatch, Sparse, Replace, false,
-                 HeaderType::HT_DPCT_SPBLAS_Utils,
-                 HeaderType::HT_DPCT_BLAS_Utils)
+                 HeaderType::HT_DPCT_SPBLAS_Utils)
 REGIST_INCLUSION("cusparse_v2.h", FullMatch, Sparse, Replace, false,
                  HeaderType::HT_DPCT_SPBLAS_Utils,
                  HeaderType::HT_DPCT_BLAS_Utils)
@@ -106,3 +105,6 @@ REGIST_INCLUSION("cub/", Startwith, Thrust, Replace, false,
 REGIST_INCLUSION("CL/", Startwith, Common, DoNothing, false)
 
 REGIST_INCLUSION("cuda_rutime.h", FullMatch, Libcu, Remove, true)
+
+REGIST_INCLUSION("cublasLt.h", FullMatch, BLas, Replace, false,
+                 HeaderType::HT_DPCT_BLAS_GEMM_Utils)