new compute kernel design, less mem read delay

.gitignore

@@ -12,3 +12,4 @@
 */.vs
 /StgSharp.Native/lib
 obj
+/cmake_build

StgSharp.Native/CMakeLists.txt

@@ -20,20 +20,22 @@ sn_resolve_target_identifiers(
 file(GLOB STGSHARP_NATIVE_SOURCES CONFIGURE_DEPENDS
   ${CMAKE_CURRENT_LIST_DIR}/sn-src/*.c)
 
-file(GLOB STGSHARP_NATIVE_HEADERS CONFIGURE_DEPENDS
+list(REMOVE_ITEM STGSHARP_NATIVE_SOURCES
-  ${CMAKE_CURRENT_LIST_DIR}/sn-head/*.h)
+  ${CMAKE_CURRENT_LIST_DIR}/sn-src/formatted.c
-
+  ${CMAKE_CURRENT_LIST_DIR}/sn-src/StgSharpC.c)
-file(GLOB STGSHARP_NATIVE_TEMPLATES CONFIGURE_DEPENDS
-  ${CMAKE_CURRENT_LIST_DIR}/sn-template/*.h
-  ${CMAKE_CURRENT_LIST_DIR}/sn-template/*.inl
-  ${CMAKE_CURRENT_LIST_DIR}/sn-template/*.inc
-  ${CMAKE_CURRENT_LIST_DIR}/sn-template/*.ipp)
 
 if(NOT STGSHARP_NATIVE_SOURCES)
   message(FATAL_ERROR "No source files found under sn-src/.")
 endif()
 
-get_filename_component(STGSHARP_SOLUTION_ROOT ${CMAKE_CURRENT_LIST_DIR} DIRECTORY)
+get_filename_component(STGSHARP_SOURCE_ROOT ${CMAKE_CURRENT_LIST_DIR} DIRECTORY)
+get_filename_component(STGSHARP_SOURCE_ROOT_NAME ${STGSHARP_SOURCE_ROOT} NAME)
+
+if(STGSHARP_SOURCE_ROOT_NAME STREQUAL "src")
+  get_filename_component(STGSHARP_SOLUTION_ROOT ${STGSHARP_SOURCE_ROOT} DIRECTORY)
+else()
+  set(STGSHARP_SOLUTION_ROOT ${STGSHARP_SOURCE_ROOT})
+endif()
 
 if(SN_RESOLVED_OS_NAME STREQUAL "windows")
   set(STGSHARP_OS_TAG win)
@@ -55,16 +57,12 @@ else()
   set(STGSHARP_ARCH_TAG ${SN_RESOLVED_ARCH_NAME})
 endif()
 
-set(STGSHARP_BUILD_OUTPUT_DIR ${STGSHARP_SOLUTION_ROOT}/build/${STGSHARP_OS_TAG}-${STGSHARP_ARCH_TAG})
+set(STGSHARP_BUILD_OUTPUT_DIR ${STGSHARP_SOLUTION_ROOT}/cmake_build/${STGSHARP_OS_TAG}_${STGSHARP_ARCH_TAG})
 set(STGSHARP_OBJECT_ROOT_DIR ${STGSHARP_SOLUTION_ROOT}/obj/${PROJECT_NAME})
-set(STGSHARP_NATIVE_PROJECT_FILES
-  ${STGSHARP_NATIVE_SOURCES}
-  ${STGSHARP_NATIVE_HEADERS}
-  ${STGSHARP_NATIVE_TEMPLATES})
 
-add_library(${PROJECT_NAME} SHARED ${STGSHARP_NATIVE_PROJECT_FILES})
+set(STGSHARP_C_FRONTEND_VARIANT "${CMAKE_C_COMPILER_FRONTEND_VARIANT}")
 
-source_group(TREE ${CMAKE_CURRENT_LIST_DIR} FILES ${STGSHARP_NATIVE_PROJECT_FILES})
+add_library(${PROJECT_NAME} SHARED ${STGSHARP_NATIVE_SOURCES})
 
 set_target_properties(${PROJECT_NAME} PROPERTIES
   C_STANDARD 11
@@ -86,35 +84,25 @@ endforeach()
 set_target_properties(${PROJECT_NAME} PROPERTIES
   COMPILE_PDB_OUTPUT_DIRECTORY ${STGSHARP_OBJECT_ROOT_DIR}/$<CONFIG>/${STGSHARP_ARCH_TAG})
 
-if(MSVC OR (CMAKE_C_COMPILER_ID STREQUAL "Clang" AND CMAKE_C_COMPILER_FRONTEND_VARIANT STREQUAL "MSVC"))
+if(MSVC OR STGSHARP_C_FRONTEND_VARIANT STREQUAL "MSVC")
   target_compile_options(${PROJECT_NAME} PRIVATE
     /Fd${STGSHARP_OBJECT_ROOT_DIR}/$<CONFIG>/${STGSHARP_ARCH_TAG}/)
 endif()
 
 if(CMAKE_C_COMPILER_ID STREQUAL "Clang" AND SN_RESOLVED_ARCH_NAME STREQUAL "x86_64")
-  # Keep the intrinsic type system and builtin declarations visible to all TUs.
+  if(STGSHARP_C_FRONTEND_VARIANT STREQUAL "MSVC")
-  # The runtime dispatch contract still follows T_arch/T_feature at the function level.
-  if(CMAKE_C_COMPILER_FRONTEND_VARIANT STREQUAL "MSVC")
     target_compile_options(${PROJECT_NAME} PRIVATE
       /clang:-mavx
       /clang:-mavx2
       /clang:-mfma
-      /clang:-mf16c
       /clang:-mavx512f
-      /clang:-mavx512cd
-      /clang:-mavx512dq
-      /clang:-mavx512bw
       /clang:-mavx512vl)
   else()
     target_compile_options(${PROJECT_NAME} PRIVATE
       -mavx
       -mavx2
       -mfma
-      -mf16c
       -mavx512f
-      -mavx512cd
-      -mavx512dq
-      -mavx512bw
       -mavx512vl)
   endif()
 endif()
@@ -122,7 +110,6 @@ endif()
 target_include_directories(${PROJECT_NAME}
   PRIVATE
     ${CMAKE_CURRENT_LIST_DIR}/sn-head
-    ${CMAKE_CURRENT_LIST_DIR}/sn-template
     ${CMAKE_CURRENT_LIST_DIR}/lib)
 
 target_compile_definitions(${PROJECT_NAME}
@@ -140,4 +127,5 @@ endif()
 
 message(STATUS "StgSharp.Native target OS: ${SN_RESOLVED_OS_NAME} (${SN_RESOLVED_OS_DEFINE})")
 message(STATUS "StgSharp.Native target ISA: ${SN_RESOLVED_ARCH_NAME} (${SN_RESOLVED_ARCH_DEFINE})")
+message(STATUS "StgSharp.Native compiler front-end: ${STGSHARP_C_FRONTEND_VARIANT}")
 message(STATUS "StgSharp.Native output dir: ${STGSHARP_BUILD_OUTPUT_DIR}")

StgSharp.Native/StgSharp.Native.vcxproj

@@ -85,8 +85,8 @@
     <!-- 把 ARM64 → arm64，x64 保持 x64 -->
     <_ArchTag Condition="'$(Platform)'=='x64'">x64</_ArchTag>
     <_ArchTag Condition="'$(Platform)'=='ARM64'">arm64</_ArchTag>
-    <!-- 输出到 build/win-<arch>/ -->
+    <!-- 输出到 cmake_build/win_<arch>/，与 CMake 目录约定保持一致 -->
-    <OutDir>$(SolutionDir)build\win-$(_ArchTag)\</OutDir>
+    <OutDir>$(SolutionDir)cmake_build\win_$(_ArchTag)\</OutDir>
     <IntDir>$(SolutionDir)obj\$(ProjectName)\$(Configuration)\$(Platform)\</IntDir>
   </PropertyGroup>
   <PropertyGroup Condition="'$(Configuration)'=='Debug'">
@@ -110,7 +110,7 @@
       <LanguageStandard_C>stdc11</LanguageStandard_C>
       <MultiProcessorCompilation>true</MultiProcessorCompilation>
       <FavorSizeOrSpeed>Speed</FavorSizeOrSpeed>
-      <AdditionalIncludeDirectories>$(ProjectDir)lib;$(ProjectDir)sn-head;$(ProjectDir)sn-template;%(AdditionalIncludeDirectories)</AdditionalIncludeDirectories>
+      <AdditionalIncludeDirectories>$(ProjectDir)lib;$(ProjectDir)sn-head;%(AdditionalIncludeDirectories)</AdditionalIncludeDirectories>
     </ClCompile>
     <Link>
       <!-- DLL 应该用 Windows，不是 Console -->
@@ -172,7 +172,7 @@
   <!--  source files                                            -->
   <!-- ════════════════════════════════════════════════════════ -->
   <ItemGroup>
-    <ClCompile Include="sn-src\m.transpose.x86.c" />
+    <ClCompile Include="sn-src\m.basic.x86.c" />
     <ClCompile Include="sn-src\dllmain.c" />
     <ClCompile Include="sn-src\m.bufop.x86.c" />
     <ClCompile Include="sn-src\m.solve.x86.c" />
@@ -185,8 +185,7 @@
     <ClCompile Include="sn-src\simdid.x86.c" />
     <ClCompile Include="sn-src\simdid_compare.x86.c" />
     <ClCompile Include="sn-src\sn_native.c" />
-    <ClCompile Include="sn-src\thread.linux.c" />
+    <ClCompile Include="sn-src\t.affinity.c" />
-    <ClCompile Include="sn-src\thread.windows.c" />
     <ClCompile Include="sn-src\vector.c" />
     <ClCompile Include="sn-src\vector_dot.c" />
   </ItemGroup>

StgSharp.Native/StgSharp.Native.vcxproj.filters

@@ -16,10 +16,6 @@
     <Filter Include="Document">
       <UniqueIdentifier>{fbd74b53-5314-4d9d-a788-07bd1b413f74}</UniqueIdentifier>
     </Filter>
-    <Filter Include="模板文件">
-      <UniqueIdentifier>{C8E0D8C1-42A1-4F7E-9C35-7E6D32D49A7B}</UniqueIdentifier>
-      <Extensions>h;hh;hpp;hxx;h++;hm;inl;inc;ipp;xsd</Extensions>
-    </Filter>
   </ItemGroup>
   <ItemGroup>
     <ClCompile Include="sn-src\dllmain.c">
@@ -43,7 +39,7 @@
     <ClCompile Include="sn-src\load_glfw.c">
       <Filter>源文件</Filter>
     </ClCompile>
-    <ClCompile Include="sn-src\m.transpose.x86.c">
+    <ClCompile Include="sn-src\m.basic.x86.c">
       <Filter>源文件</Filter>
     </ClCompile>
     <ClCompile Include="sn-src\sk.fma.x86.c">
@@ -64,15 +60,12 @@
     <ClCompile Include="sn-src\mk.fma.x86.c">
       <Filter>源文件</Filter>
     </ClCompile>
-    <ClCompile Include="sn-src\thread.windows.c">
+    <ClCompile Include="sn-src\t.affinity.c">
       <Filter>源文件</Filter>
     </ClCompile>
     <ClCompile Include="sn-src\simdid_compare.x86.c">
       <Filter>源文件</Filter>
     </ClCompile>
-    <ClCompile Include="sn-src\thread.linux.c">
-      <Filter>源文件</Filter>
-    </ClCompile>
   </ItemGroup>
   <ItemGroup>
     <ClInclude Include="sn-head\gl.h">

StgSharp.Native/compile_commands.json

@@ -0,0 +1,104 @@
+[
+{
+  "directory": "D:/NitloadIndustry/研究项目/1-Flagship/TH2020/ProjectFile/内核源代码/build/cmake-clang-gnu",
+  "command": "C:\\PROGRA~1\\LLVM\\bin\\clang.exe -DSN_ARCH_TARGET=SN_ARCH_X86_64 -DSN_EXTERN_TARGET -DSN_OS_TARGET=SN_OS_WINDOWS -DStgSharp_Native_EXPORTS -ID:/NitloadIndustry/研究项目/1-Flagship/TH2020/ProjectFile/内核源代码/StgSharp.Native/sn-head -ID:/NitloadIndustry/研究项目/1-Flagship/TH2020/ProjectFile/内核源代码/StgSharp.Native/lib -ID:/NitloadIndustry/研究项目/1-Flagship/TH2020/ProjectFile/内核源代码/StgSharp.Native/lib/glfw -ID:/NitloadIndustry/研究项目/1-Flagship/TH2020/ProjectFile/内核源代码/StgSharp.Native/lib/stbi -O0 -g -Xclang -gcodeview -std=gnu11 -D_DEBUG -D_DLL -D_MT -Xclang --dependent-lib=msvcrtd -mavx -mavx2 -mfma -mavx512f -mavx512vl -o CMakeFiles\\StgSharp.Native.dir\\sn-src\\dllmain.c.obj -c D:\\NitloadIndustry\\研究项目\\1-Flagship\\TH2020\\ProjectFile\\内核源代码\\StgSharp.Native\\sn-src\\dllmain.c",
+  "file": "D:/NitloadIndustry/研究项目/1-Flagship/TH2020/ProjectFile/内核源代码/StgSharp.Native/sn-src/dllmain.c",
+  "output": "D:/NitloadIndustry/研究项目/1-Flagship/TH2020/ProjectFile/内核源代码/build/cmake-clang-gnu/CMakeFiles/StgSharp.Native.dir/sn-src/dllmain.c.obj"
+},
+{
+  "directory": "D:/NitloadIndustry/研究项目/1-Flagship/TH2020/ProjectFile/内核源代码/build/cmake-clang-gnu",
+  "command": "C:\\PROGRA~1\\LLVM\\bin\\clang.exe -DSN_ARCH_TARGET=SN_ARCH_X86_64 -DSN_EXTERN_TARGET -DSN_OS_TARGET=SN_OS_WINDOWS -DStgSharp_Native_EXPORTS -ID:/NitloadIndustry/研究项目/1-Flagship/TH2020/ProjectFile/内核源代码/StgSharp.Native/sn-head -ID:/NitloadIndustry/研究项目/1-Flagship/TH2020/ProjectFile/内核源代码/StgSharp.Native/lib -ID:/NitloadIndustry/研究项目/1-Flagship/TH2020/ProjectFile/内核源代码/StgSharp.Native/lib/glfw -ID:/NitloadIndustry/研究项目/1-Flagship/TH2020/ProjectFile/内核源代码/StgSharp.Native/lib/stbi -O0 -g -Xclang -gcodeview -std=gnu11 -D_DEBUG -D_DLL -D_MT -Xclang --dependent-lib=msvcrtd -mavx -mavx2 -mfma -mavx512f -mavx512vl -o CMakeFiles\\StgSharp.Native.dir\\sn-src\\load_glfw.c.obj -c D:\\NitloadIndustry\\研究项目\\1-Flagship\\TH2020\\ProjectFile\\内核源代码\\StgSharp.Native\\sn-src\\load_glfw.c",
+  "file": "D:/NitloadIndustry/研究项目/1-Flagship/TH2020/ProjectFile/内核源代码/StgSharp.Native/sn-src/load_glfw.c",
+  "output": "D:/NitloadIndustry/研究项目/1-Flagship/TH2020/ProjectFile/内核源代码/build/cmake-clang-gnu/CMakeFiles/StgSharp.Native.dir/sn-src/load_glfw.c.obj"
+},
+{
+  "directory": "D:/NitloadIndustry/研究项目/1-Flagship/TH2020/ProjectFile/内核源代码/build/cmake-clang-gnu",
+  "command": "C:\\PROGRA~1\\LLVM\\bin\\clang.exe -DSN_ARCH_TARGET=SN_ARCH_X86_64 -DSN_EXTERN_TARGET -DSN_OS_TARGET=SN_OS_WINDOWS -DStgSharp_Native_EXPORTS -ID:/NitloadIndustry/研究项目/1-Flagship/TH2020/ProjectFile/内核源代码/StgSharp.Native/sn-head -ID:/NitloadIndustry/研究项目/1-Flagship/TH2020/ProjectFile/内核源代码/StgSharp.Native/lib -ID:/NitloadIndustry/研究项目/1-Flagship/TH2020/ProjectFile/内核源代码/StgSharp.Native/lib/glfw -ID:/NitloadIndustry/研究项目/1-Flagship/TH2020/ProjectFile/内核源代码/StgSharp.Native/lib/stbi -O0 -g -Xclang -gcodeview -std=gnu11 -D_DEBUG -D_DLL -D_MT -Xclang --dependent-lib=msvcrtd -mavx -mavx2 -mfma -mavx512f -mavx512vl -o CMakeFiles\\StgSharp.Native.dir\\sn-src\\load_intrinsic.x86.c.obj -c D:\\NitloadIndustry\\研究项目\\1-Flagship\\TH2020\\ProjectFile\\内核源代码\\StgSharp.Native\\sn-src\\load_intrinsic.x86.c",
+  "file": "D:/NitloadIndustry/研究项目/1-Flagship/TH2020/ProjectFile/内核源代码/StgSharp.Native/sn-src/load_intrinsic.x86.c",
+  "output": "D:/NitloadIndustry/研究项目/1-Flagship/TH2020/ProjectFile/内核源代码/build/cmake-clang-gnu/CMakeFiles/StgSharp.Native.dir/sn-src/load_intrinsic.x86.c.obj"
+},
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+  "command": "C:\\PROGRA~1\\LLVM\\bin\\clang.exe -DSN_ARCH_TARGET=SN_ARCH_X86_64 -DSN_EXTERN_TARGET -DSN_OS_TARGET=SN_OS_WINDOWS -DStgSharp_Native_EXPORTS -ID:/NitloadIndustry/研究项目/1-Flagship/TH2020/ProjectFile/内核源代码/StgSharp.Native/sn-head -ID:/NitloadIndustry/研究项目/1-Flagship/TH2020/ProjectFile/内核源代码/StgSharp.Native/lib -ID:/NitloadIndustry/研究项目/1-Flagship/TH2020/ProjectFile/内核源代码/StgSharp.Native/lib/glfw -ID:/NitloadIndustry/研究项目/1-Flagship/TH2020/ProjectFile/内核源代码/StgSharp.Native/lib/stbi -O0 -g -Xclang -gcodeview -std=gnu11 -D_DEBUG -D_DLL -D_MT -Xclang --dependent-lib=msvcrtd -mavx -mavx2 -mfma -mavx512f -mavx512vl -o CMakeFiles\\StgSharp.Native.dir\\sn-src\\m.bufop.x86.c.obj -c D:\\NitloadIndustry\\研究项目\\1-Flagship\\TH2020\\ProjectFile\\内核源代码\\StgSharp.Native\\sn-src\\m.bufop.x86.c",
+  "file": "D:/NitloadIndustry/研究项目/1-Flagship/TH2020/ProjectFile/内核源代码/StgSharp.Native/sn-src/m.bufop.x86.c",
+  "output": "D:/NitloadIndustry/研究项目/1-Flagship/TH2020/ProjectFile/内核源代码/build/cmake-clang-gnu/CMakeFiles/StgSharp.Native.dir/sn-src/m.bufop.x86.c.obj"
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+  "file": "D:/NitloadIndustry/研究项目/1-Flagship/TH2020/ProjectFile/内核源代码/StgSharp.Native/sn-src/m.solve.x86.c",
+  "output": "D:/NitloadIndustry/研究项目/1-Flagship/TH2020/ProjectFile/内核源代码/build/cmake-clang-gnu/CMakeFiles/StgSharp.Native.dir/sn-src/m.solve.x86.c.obj"
+},
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+  "command": "C:\\PROGRA~1\\LLVM\\bin\\clang.exe -DSN_ARCH_TARGET=SN_ARCH_X86_64 -DSN_EXTERN_TARGET -DSN_OS_TARGET=SN_OS_WINDOWS -DStgSharp_Native_EXPORTS -ID:/NitloadIndustry/研究项目/1-Flagship/TH2020/ProjectFile/内核源代码/StgSharp.Native/sn-head -ID:/NitloadIndustry/研究项目/1-Flagship/TH2020/ProjectFile/内核源代码/StgSharp.Native/lib -ID:/NitloadIndustry/研究项目/1-Flagship/TH2020/ProjectFile/内核源代码/StgSharp.Native/lib/glfw -ID:/NitloadIndustry/研究项目/1-Flagship/TH2020/ProjectFile/内核源代码/StgSharp.Native/lib/stbi -O0 -g -Xclang -gcodeview -std=gnu11 -D_DEBUG -D_DLL -D_MT -Xclang --dependent-lib=msvcrtd -mavx -mavx2 -mfma -mavx512f -mavx512vl -o CMakeFiles\\StgSharp.Native.dir\\sn-src\\m.transpose.x86.c.obj -c D:\\NitloadIndustry\\研究项目\\1-Flagship\\TH2020\\ProjectFile\\内核源代码\\StgSharp.Native\\sn-src\\m.transpose.x86.c",
+  "file": "D:/NitloadIndustry/研究项目/1-Flagship/TH2020/ProjectFile/内核源代码/StgSharp.Native/sn-src/m.transpose.x86.c",
+  "output": "D:/NitloadIndustry/研究项目/1-Flagship/TH2020/ProjectFile/内核源代码/build/cmake-clang-gnu/CMakeFiles/StgSharp.Native.dir/sn-src/m.transpose.x86.c.obj"
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+  "file": "D:/NitloadIndustry/研究项目/1-Flagship/TH2020/ProjectFile/内核源代码/StgSharp.Native/sn-src/mk.fma.x86.c",
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+  "file": "D:/NitloadIndustry/研究项目/1-Flagship/TH2020/ProjectFile/内核源代码/StgSharp.Native/sn-src/s.factorial.x86.c",
+  "output": "D:/NitloadIndustry/研究项目/1-Flagship/TH2020/ProjectFile/内核源代码/build/cmake-clang-gnu/CMakeFiles/StgSharp.Native.dir/sn-src/s.factorial.x86.c.obj"
+},
+{
+  "directory": "D:/NitloadIndustry/研究项目/1-Flagship/TH2020/ProjectFile/内核源代码/build/cmake-clang-gnu",
+  "command": "C:\\PROGRA~1\\LLVM\\bin\\clang.exe -DSN_ARCH_TARGET=SN_ARCH_X86_64 -DSN_EXTERN_TARGET -DSN_OS_TARGET=SN_OS_WINDOWS -DStgSharp_Native_EXPORTS -ID:/NitloadIndustry/研究项目/1-Flagship/TH2020/ProjectFile/内核源代码/StgSharp.Native/sn-head -ID:/NitloadIndustry/研究项目/1-Flagship/TH2020/ProjectFile/内核源代码/StgSharp.Native/lib -ID:/NitloadIndustry/研究项目/1-Flagship/TH2020/ProjectFile/内核源代码/StgSharp.Native/lib/glfw -ID:/NitloadIndustry/研究项目/1-Flagship/TH2020/ProjectFile/内核源代码/StgSharp.Native/lib/stbi -O0 -g -Xclang -gcodeview -std=gnu11 -D_DEBUG -D_DLL -D_MT -Xclang --dependent-lib=msvcrtd -mavx -mavx2 -mfma -mavx512f -mavx512vl -o CMakeFiles\\StgSharp.Native.dir\\sn-src\\s.hash.x86.c.obj -c D:\\NitloadIndustry\\研究项目\\1-Flagship\\TH2020\\ProjectFile\\内核源代码\\StgSharp.Native\\sn-src\\s.hash.x86.c",
+  "file": "D:/NitloadIndustry/研究项目/1-Flagship/TH2020/ProjectFile/内核源代码/StgSharp.Native/sn-src/s.hash.x86.c",
+  "output": "D:/NitloadIndustry/研究项目/1-Flagship/TH2020/ProjectFile/内核源代码/build/cmake-clang-gnu/CMakeFiles/StgSharp.Native.dir/sn-src/s.hash.x86.c.obj"
+},
+{
+  "directory": "D:/NitloadIndustry/研究项目/1-Flagship/TH2020/ProjectFile/内核源代码/build/cmake-clang-gnu",
+  "command": "C:\\PROGRA~1\\LLVM\\bin\\clang.exe -DSN_ARCH_TARGET=SN_ARCH_X86_64 -DSN_EXTERN_TARGET -DSN_OS_TARGET=SN_OS_WINDOWS -DStgSharp_Native_EXPORTS -ID:/NitloadIndustry/研究项目/1-Flagship/TH2020/ProjectFile/内核源代码/StgSharp.Native/sn-head -ID:/NitloadIndustry/研究项目/1-Flagship/TH2020/ProjectFile/内核源代码/StgSharp.Native/lib -ID:/NitloadIndustry/研究项目/1-Flagship/TH2020/ProjectFile/内核源代码/StgSharp.Native/lib/glfw -ID:/NitloadIndustry/研究项目/1-Flagship/TH2020/ProjectFile/内核源代码/StgSharp.Native/lib/stbi -O0 -g -Xclang -gcodeview -std=gnu11 -D_DEBUG -D_DLL -D_MT -Xclang --dependent-lib=msvcrtd -mavx -mavx2 -mfma -mavx512f -mavx512vl -o CMakeFiles\\StgSharp.Native.dir\\sn-src\\simdid.x86.c.obj -c D:\\NitloadIndustry\\研究项目\\1-Flagship\\TH2020\\ProjectFile\\内核源代码\\StgSharp.Native\\sn-src\\simdid.x86.c",
+  "file": "D:/NitloadIndustry/研究项目/1-Flagship/TH2020/ProjectFile/内核源代码/StgSharp.Native/sn-src/simdid.x86.c",
+  "output": "D:/NitloadIndustry/研究项目/1-Flagship/TH2020/ProjectFile/内核源代码/build/cmake-clang-gnu/CMakeFiles/StgSharp.Native.dir/sn-src/simdid.x86.c.obj"
+},
+{
+  "directory": "D:/NitloadIndustry/研究项目/1-Flagship/TH2020/ProjectFile/内核源代码/build/cmake-clang-gnu",
+  "command": "C:\\PROGRA~1\\LLVM\\bin\\clang.exe -DSN_ARCH_TARGET=SN_ARCH_X86_64 -DSN_EXTERN_TARGET -DSN_OS_TARGET=SN_OS_WINDOWS -DStgSharp_Native_EXPORTS -ID:/NitloadIndustry/研究项目/1-Flagship/TH2020/ProjectFile/内核源代码/StgSharp.Native/sn-head -ID:/NitloadIndustry/研究项目/1-Flagship/TH2020/ProjectFile/内核源代码/StgSharp.Native/lib -ID:/NitloadIndustry/研究项目/1-Flagship/TH2020/ProjectFile/内核源代码/StgSharp.Native/lib/glfw -ID:/NitloadIndustry/研究项目/1-Flagship/TH2020/ProjectFile/内核源代码/StgSharp.Native/lib/stbi -O0 -g -Xclang -gcodeview -std=gnu11 -D_DEBUG -D_DLL -D_MT -Xclang --dependent-lib=msvcrtd -mavx -mavx2 -mfma -mavx512f -mavx512vl -o CMakeFiles\\StgSharp.Native.dir\\sn-src\\simdid_compare.x86.c.obj -c D:\\NitloadIndustry\\研究项目\\1-Flagship\\TH2020\\ProjectFile\\内核源代码\\StgSharp.Native\\sn-src\\simdid_compare.x86.c",
+  "file": "D:/NitloadIndustry/研究项目/1-Flagship/TH2020/ProjectFile/内核源代码/StgSharp.Native/sn-src/simdid_compare.x86.c",
+  "output": "D:/NitloadIndustry/研究项目/1-Flagship/TH2020/ProjectFile/内核源代码/build/cmake-clang-gnu/CMakeFiles/StgSharp.Native.dir/sn-src/simdid_compare.x86.c.obj"
+},
+{
+  "directory": "D:/NitloadIndustry/研究项目/1-Flagship/TH2020/ProjectFile/内核源代码/build/cmake-clang-gnu",
+  "command": "C:\\PROGRA~1\\LLVM\\bin\\clang.exe -DSN_ARCH_TARGET=SN_ARCH_X86_64 -DSN_EXTERN_TARGET -DSN_OS_TARGET=SN_OS_WINDOWS -DStgSharp_Native_EXPORTS -ID:/NitloadIndustry/研究项目/1-Flagship/TH2020/ProjectFile/内核源代码/StgSharp.Native/sn-head -ID:/NitloadIndustry/研究项目/1-Flagship/TH2020/ProjectFile/内核源代码/StgSharp.Native/lib -ID:/NitloadIndustry/研究项目/1-Flagship/TH2020/ProjectFile/内核源代码/StgSharp.Native/lib/glfw -ID:/NitloadIndustry/研究项目/1-Flagship/TH2020/ProjectFile/内核源代码/StgSharp.Native/lib/stbi -O0 -g -Xclang -gcodeview -std=gnu11 -D_DEBUG -D_DLL -D_MT -Xclang --dependent-lib=msvcrtd -mavx -mavx2 -mfma -mavx512f -mavx512vl -o CMakeFiles\\StgSharp.Native.dir\\sn-src\\sk.fma.x86.c.obj -c D:\\NitloadIndustry\\研究项目\\1-Flagship\\TH2020\\ProjectFile\\内核源代码\\StgSharp.Native\\sn-src\\sk.fma.x86.c",
+  "file": "D:/NitloadIndustry/研究项目/1-Flagship/TH2020/ProjectFile/内核源代码/StgSharp.Native/sn-src/sk.fma.x86.c",
+  "output": "D:/NitloadIndustry/研究项目/1-Flagship/TH2020/ProjectFile/内核源代码/build/cmake-clang-gnu/CMakeFiles/StgSharp.Native.dir/sn-src/sk.fma.x86.c.obj"
+},
+{
+  "directory": "D:/NitloadIndustry/研究项目/1-Flagship/TH2020/ProjectFile/内核源代码/build/cmake-clang-gnu",
+  "command": "C:\\PROGRA~1\\LLVM\\bin\\clang.exe -DSN_ARCH_TARGET=SN_ARCH_X86_64 -DSN_EXTERN_TARGET -DSN_OS_TARGET=SN_OS_WINDOWS -DStgSharp_Native_EXPORTS -ID:/NitloadIndustry/研究项目/1-Flagship/TH2020/ProjectFile/内核源代码/StgSharp.Native/sn-head -ID:/NitloadIndustry/研究项目/1-Flagship/TH2020/ProjectFile/内核源代码/StgSharp.Native/lib -ID:/NitloadIndustry/研究项目/1-Flagship/TH2020/ProjectFile/内核源代码/StgSharp.Native/lib/glfw -ID:/NitloadIndustry/研究项目/1-Flagship/TH2020/ProjectFile/内核源代码/StgSharp.Native/lib/stbi -O0 -g -Xclang -gcodeview -std=gnu11 -D_DEBUG -D_DLL -D_MT -Xclang --dependent-lib=msvcrtd -mavx -mavx2 -mfma -mavx512f -mavx512vl -o CMakeFiles\\StgSharp.Native.dir\\sn-src\\sn_native.c.obj -c D:\\NitloadIndustry\\研究项目\\1-Flagship\\TH2020\\ProjectFile\\内核源代码\\StgSharp.Native\\sn-src\\sn_native.c",
+  "file": "D:/NitloadIndustry/研究项目/1-Flagship/TH2020/ProjectFile/内核源代码/StgSharp.Native/sn-src/sn_native.c",
+  "output": "D:/NitloadIndustry/研究项目/1-Flagship/TH2020/ProjectFile/内核源代码/build/cmake-clang-gnu/CMakeFiles/StgSharp.Native.dir/sn-src/sn_native.c.obj"
+},
+{
+  "directory": "D:/NitloadIndustry/研究项目/1-Flagship/TH2020/ProjectFile/内核源代码/build/cmake-clang-gnu",
+  "command": "C:\\PROGRA~1\\LLVM\\bin\\clang.exe -DSN_ARCH_TARGET=SN_ARCH_X86_64 -DSN_EXTERN_TARGET -DSN_OS_TARGET=SN_OS_WINDOWS -DStgSharp_Native_EXPORTS -ID:/NitloadIndustry/研究项目/1-Flagship/TH2020/ProjectFile/内核源代码/StgSharp.Native/sn-head -ID:/NitloadIndustry/研究项目/1-Flagship/TH2020/ProjectFile/内核源代码/StgSharp.Native/lib -ID:/NitloadIndustry/研究项目/1-Flagship/TH2020/ProjectFile/内核源代码/StgSharp.Native/lib/glfw -ID:/NitloadIndustry/研究项目/1-Flagship/TH2020/ProjectFile/内核源代码/StgSharp.Native/lib/stbi -O0 -g -Xclang -gcodeview -std=gnu11 -D_DEBUG -D_DLL -D_MT -Xclang --dependent-lib=msvcrtd -mavx -mavx2 -mfma -mavx512f -mavx512vl -o CMakeFiles\\StgSharp.Native.dir\\sn-src\\thread.linux.c.obj -c D:\\NitloadIndustry\\研究项目\\1-Flagship\\TH2020\\ProjectFile\\内核源代码\\StgSharp.Native\\sn-src\\thread.linux.c",
+  "file": "D:/NitloadIndustry/研究项目/1-Flagship/TH2020/ProjectFile/内核源代码/StgSharp.Native/sn-src/thread.linux.c",
+  "output": "D:/NitloadIndustry/研究项目/1-Flagship/TH2020/ProjectFile/内核源代码/build/cmake-clang-gnu/CMakeFiles/StgSharp.Native.dir/sn-src/thread.linux.c.obj"
+},
+{
+  "directory": "D:/NitloadIndustry/研究项目/1-Flagship/TH2020/ProjectFile/内核源代码/build/cmake-clang-gnu",
+  "command": "C:\\PROGRA~1\\LLVM\\bin\\clang.exe -DSN_ARCH_TARGET=SN_ARCH_X86_64 -DSN_EXTERN_TARGET -DSN_OS_TARGET=SN_OS_WINDOWS -DStgSharp_Native_EXPORTS -ID:/NitloadIndustry/研究项目/1-Flagship/TH2020/ProjectFile/内核源代码/StgSharp.Native/sn-head -ID:/NitloadIndustry/研究项目/1-Flagship/TH2020/ProjectFile/内核源代码/StgSharp.Native/lib -ID:/NitloadIndustry/研究项目/1-Flagship/TH2020/ProjectFile/内核源代码/StgSharp.Native/lib/glfw -ID:/NitloadIndustry/研究项目/1-Flagship/TH2020/ProjectFile/内核源代码/StgSharp.Native/lib/stbi -O0 -g -Xclang -gcodeview -std=gnu11 -D_DEBUG -D_DLL -D_MT -Xclang --dependent-lib=msvcrtd -mavx -mavx2 -mfma -mavx512f -mavx512vl -o CMakeFiles\\StgSharp.Native.dir\\sn-src\\thread.windows.c.obj -c D:\\NitloadIndustry\\研究项目\\1-Flagship\\TH2020\\ProjectFile\\内核源代码\\StgSharp.Native\\sn-src\\thread.windows.c",
+  "file": "D:/NitloadIndustry/研究项目/1-Flagship/TH2020/ProjectFile/内核源代码/StgSharp.Native/sn-src/thread.windows.c",
+  "output": "D:/NitloadIndustry/研究项目/1-Flagship/TH2020/ProjectFile/内核源代码/build/cmake-clang-gnu/CMakeFiles/StgSharp.Native.dir/sn-src/thread.windows.c.obj"
+},
+{
+  "directory": "D:/NitloadIndustry/研究项目/1-Flagship/TH2020/ProjectFile/内核源代码/build/cmake-clang-gnu",
+  "command": "C:\\PROGRA~1\\LLVM\\bin\\clang.exe -DSN_ARCH_TARGET=SN_ARCH_X86_64 -DSN_EXTERN_TARGET -DSN_OS_TARGET=SN_OS_WINDOWS -DStgSharp_Native_EXPORTS -ID:/NitloadIndustry/研究项目/1-Flagship/TH2020/ProjectFile/内核源代码/StgSharp.Native/sn-head -ID:/NitloadIndustry/研究项目/1-Flagship/TH2020/ProjectFile/内核源代码/StgSharp.Native/lib -ID:/NitloadIndustry/研究项目/1-Flagship/TH2020/ProjectFile/内核源代码/StgSharp.Native/lib/glfw -ID:/NitloadIndustry/研究项目/1-Flagship/TH2020/ProjectFile/内核源代码/StgSharp.Native/lib/stbi -O0 -g -Xclang -gcodeview -std=gnu11 -D_DEBUG -D_DLL -D_MT -Xclang --dependent-lib=msvcrtd -mavx -mavx2 -mfma -mavx512f -mavx512vl -o CMakeFiles\\StgSharp.Native.dir\\sn-src\\vector.c.obj -c D:\\NitloadIndustry\\研究项目\\1-Flagship\\TH2020\\ProjectFile\\内核源代码\\StgSharp.Native\\sn-src\\vector.c",
+  "file": "D:/NitloadIndustry/研究项目/1-Flagship/TH2020/ProjectFile/内核源代码/StgSharp.Native/sn-src/vector.c",
+  "output": "D:/NitloadIndustry/研究项目/1-Flagship/TH2020/ProjectFile/内核源代码/build/cmake-clang-gnu/CMakeFiles/StgSharp.Native.dir/sn-src/vector.c.obj"
+},
+{
+  "directory": "D:/NitloadIndustry/研究项目/1-Flagship/TH2020/ProjectFile/内核源代码/build/cmake-clang-gnu",
+  "command": "C:\\PROGRA~1\\LLVM\\bin\\clang.exe -DSN_ARCH_TARGET=SN_ARCH_X86_64 -DSN_EXTERN_TARGET -DSN_OS_TARGET=SN_OS_WINDOWS -DStgSharp_Native_EXPORTS -ID:/NitloadIndustry/研究项目/1-Flagship/TH2020/ProjectFile/内核源代码/StgSharp.Native/sn-head -ID:/NitloadIndustry/研究项目/1-Flagship/TH2020/ProjectFile/内核源代码/StgSharp.Native/lib -ID:/NitloadIndustry/研究项目/1-Flagship/TH2020/ProjectFile/内核源代码/StgSharp.Native/lib/glfw -ID:/NitloadIndustry/研究项目/1-Flagship/TH2020/ProjectFile/内核源代码/StgSharp.Native/lib/stbi -O0 -g -Xclang -gcodeview -std=gnu11 -D_DEBUG -D_DLL -D_MT -Xclang --dependent-lib=msvcrtd -mavx -mavx2 -mfma -mavx512f -mavx512vl -o CMakeFiles\\StgSharp.Native.dir\\sn-src\\vector_dot.c.obj -c D:\\NitloadIndustry\\研究项目\\1-Flagship\\TH2020\\ProjectFile\\内核源代码\\StgSharp.Native\\sn-src\\vector_dot.c",
+  "file": "D:/NitloadIndustry/研究项目/1-Flagship/TH2020/ProjectFile/内核源代码/StgSharp.Native/sn-src/vector_dot.c",
+  "output": "D:/NitloadIndustry/研究项目/1-Flagship/TH2020/ProjectFile/内核源代码/build/cmake-clang-gnu/CMakeFiles/StgSharp.Native.dir/sn-src/vector_dot.c.obj"
+}
+]

StgSharp.Native/sn-head/StgSharpNative.h

@@ -12,30 +12,13 @@
 #include "../lib/stbi/stb_image.h"
 
 #include "gl.h"
-#include "wgl.h"
+// #include "wgl.h"
+#define GLFWAPI INTERNAL
 #include "glfw\glfw3.h"
 #include <immintrin.h>
 #include <assert.h>
 #include <glfw_function.h>
 
-#ifndef SN_APIDEF
-
-#ifdef _WIN32
-#define SN_API __declspec(dllexport)
-#elif defined _LINUX_
-#define SN_API __attribute__((dllexport))
-#elif defined _APPLE_
-#define SN_API __attribute__((visibility("default")))
-#else
-#define SN_API
-#endif
-
-#endif // ! SN_APIDEF
-
-#if __cplusplus
-extern "C" {
-#endif
-
 #define byte char
 #define cs_char uint16_t
 #define sn_null_assert(ptr) assert(ptr != NULL)
@@ -65,21 +48,12 @@ SN_API void SN_DECL unloadImageData(Image *out);
 SN_API char *SN_DECL readLog(void);
 SN_API void SN_DECL load_glfw_functions(GLFWFunctionTable *table);
 SN_API void SN_DECL load_intrinsic_function(void *intrinsic_context, uint64_t id);
-
+SN_API SIMDID SN_DECL sn_get_simd_level_global();
-#pragma region numa
-SN_API SIMDID SN_DECL sn_get_unite_simd(SIMDID left, SIMDID right);
-SN_API int SN_DECL sn_compare_simd(SIMDID left, SIMDID right);
-SN_API void SN_DECL sn_set_thread_affinity(int core_id);
-SN_API int SN_DECL sn_get_numa_overall(int *out_numa_count, int *count_of_each_numa);
-SN_API int SN_DECL sn_get_numa_each(int numa_id, uint64_t *in_numa_cpuid, uint64_t *global_cpuid);
 /* Per-core variant: always re-executes CPUID, never caches.
  * Must be called on the target core (after affinity is set). */
 SN_API SIMDID SN_DECL sn_get_simd_level_local();
-SN_API SIMDID SN_DECL sn_get_simd_level_global();
+SN_API SIMDID SN_DECL sn_get_unite_simd(SIMDID left, SIMDID right);
-
+SN_API int SN_DECL sn_compare_simd(SIMDID left, SIMDID right);
-#pragma endregion
+SN_API void SN_DECL sn_set_thread_affinity(int core_id);
-#ifdef __cplusplus
-}
-#endif
 
 #endif

StgSharp.Native/sn-head/sn_internal.h

@@ -2,7 +2,7 @@
 #ifndef SN_INTERNAL
 #define SN_INTERNAL
 
-#include <immintrin.h>
+#include <xmmintrin.h>
 
 #define UNSAFE_AS(type, expr) *(type *)&(expr)
 
@@ -13,17 +13,20 @@
 #define SN_MAT_DECL __cdecl __forceinline
 #define SN_API __declspec(dllexport)
 #define FORCEINLINE __forceinline
+#define NOINLINE __declspec(noinline)
 #include <windows.h>
 #elif defined(__clang__) || defined(__GNUC__)
 #define SN_DECL __attribute__((cdecl))
 #define SN_MAT_DECL __attribute__((cdecl)) __attribute__((always_inline))
 #define SN_API __attribute__((dllexport))
 #define FORCEINLINE __attribute__((always_inline))
+#define NOINLINE __attribute__((noinline))
 #else
 #define SN_API
 #define SN_DECL
 #define SN_MAT_DECL
 #define FORCEINLINE
+#define NOINLINE
 #endif
 
 #if defined(_MSC_VER)
@@ -37,9 +40,4 @@
 #define PRIVATE static
 #define INTERNAL extern
 
-#define SN_PTR_CAST(type, expr) ((type *)(void *)(expr))
-#define SN_CONST_PTR_CAST(type, expr) ((type const *)(void const *)(expr))
-#define SN_REF_CAST(type, expr) ((type *)(void *)&(expr))
-#define SN_CONST_REF_CAST(type, expr) ((type const *)(void const *)&(expr))
-
 #endif //

StgSharp.Native/sn-head/sn_intrinsic.context.x86.h

@@ -5,6 +5,13 @@
 #include "sn_intrinsic.h"
 #include "sn_intrinsic.std.h"
 
+#ifndef SN_X86_TARGET_ATTR_sse
+#define SN_X86_TARGET_ATTR_sse SN_CLANG_TARGET_ATTR("sse2")
+#define SN_X86_TARGET_ATTR_avx SN_CLANG_TARGET_ATTR("avx")
+#define SN_X86_TARGET_ATTR_avx_fma SN_CLANG_TARGET_ATTR("avx,fma")
+#define SN_X86_TARGET_ATTR_512 SN_CLANG_TARGET_ATTR("avx512f,avx512vl")
+#endif
+
 // -----------------------------------------------------------------------------
 // SIMDID layout helpers (see SIMDID.x86.md)
 // bits [3..0]  : Root ISA
@@ -105,8 +112,7 @@
  * Higher numeric value == stronger / higher-capability topology. */
 #define SIMDID_UARCH_HYBRID_E (1U << 0) /* E-core (efficiency/small) in a hybrid topology */
 #define SIMDID_UARCH_HYBRID_P (1U << 1) /* P-core (performance/big) in a hybrid topology */
-#define SIMDID_UARCH_SIMD_DUAL \
+#define SIMDID_UARCH_SIMD_DUAL (1U << 2) /* SIMD is glued/dual (summary: AVX_DUAL or AVX512_IMPL=DUAL) */
-        (1U << 2) /* SIMD is glued/dual (summary: AVX_DUAL or AVX512_IMPL=DUAL) */
 #endif
 
 // Pack helpers (define locally to avoid missing macros when included standalone)
@@ -239,8 +245,8 @@ INTERNAL uint64_t SN_DECL factorial_simd_sse(int n);
 
 #pragma region dot_product
 
-INTERNAL void FORCEINLINE SN_DECL dot_41_sse(
+INTERNAL void FORCEINLINE SN_DECL dot_41_sse(MAT_KERNEL(float) const *transpose,
-        MAT_KERNEL(float) const *transpose, __m128 const *vector, __m128 *ans);
+                                             __m128 const *vector, __m128 *ans);
 INTERNAL void SN_DECL dot_41_avx(MAT_KERNEL(float) const *transpose, __m128 const *vector,
                                  __m128 *ans);
 INTERNAL void SN_DECL dot_42_sse(MAT_KERNEL(float) const *transpose, __m128 const *vector,

StgSharp.Native/sn-head/sn_intrinsic.h

@@ -39,11 +39,6 @@ typedef union uint64_u {
         uint32_t u32[2];
 } uint64_u;
 
-/* Opaque placeholder used by generic single-kernel dispatch.
- * It preserves pointer semantics without pretending every branch shares the
- * same concrete MAT_KERNEL(T) type. */
-typedef struct sn_mat_kernel_opaque sn_mat_kernel_opaque;
-
 typedef struct mat_kernel mat_kernel;
 
 typedef struct mat_panel mat_panel;
@@ -76,10 +71,9 @@ static_assert(sizeof(matrix_task) == 128, "matrix_parallel_task_package size mis
 static_assert(sizeof(matrix_task) == 128, "matrix_parallel_task_package size mismatch");
 #endif
 
-typedef void(SN_DECL *UNI_MK_PROC)(matrix_task const *task);
+typedef void(SN_DECL *UNI_MK_PROC)(matrix_task *task);
-typedef void(SN_DECL *UNI_SK_PROC)(sn_mat_kernel_opaque const *left,
+typedef void(SN_DECL *UNI_SK_PROC)(mat_kernel const *left, mat_kernel const *right,
-                                   sn_mat_kernel_opaque const *right,
+                                   mat_kernel *restrict ans, uint64_t scalar);
-                                   sn_mat_kernel_opaque *restrict ans, uint64_t scalar);
 
 typedef void(SN_DECL *VECTORNORMALIZEPROC)(sn_vec_f32 *source, sn_vec_f32 *target);
 typedef void(SN_DECL *DOTPROC)(void *transpose, __m128 *vector, __m128 *ans);

StgSharp.Native/sn-head/sn_intrinsic.matkernel.h

@@ -138,7 +138,7 @@ extern __declspec(align(64)) sn_zero_kernel_u64 SN_ZERO_KERNEL;
                                                          int col_length, int row_length,       \
                                                          int col_index, int row_index)
 
-#if 0
+/* Declarations for AVX float variant 
 DECLARE_BUILD_PANEL(avx, float);
 DECLARE_BUILD_PANEL(512, float);
 
@@ -149,6 +149,6 @@ DECLARE_STORE_PANEL(512, float);
 DECLARE_BUILD_PANEL(512, double);
 
 DECLARE_STORE_PANEL(512, double);
-#endif
+/**/
 
 #endif /* SN_MATKERNEL */

StgSharp.Native/sn-head/sn_intrinsic.std.h

@@ -2,30 +2,33 @@
 #define SN_INTRINSIC_CallCONV_STD
 
 #include "sn_internal.h"
+#include "sn_target.h"
 #include "sn_intrinsic.h"
 
 #ifndef static_assert
 #define static_assert _Static_assert
 #endif
 
+#define SN_STD_TARGET_ATTR(T_arch, T_feature) SN_STD_TARGET_ATTR_IMPL(T_arch, T_feature)
+#define SN_STD_TARGET_ATTR_IMPL(T_arch, T_feature) SN_X86_TARGET_ATTR_##T_arch##T_feature
+
 #define MK_PROC_NAME_STD(T_type, T_arch, T_feature, T_op) \
         T_type##_multi_kernel_proc_##T_op##_##T_arch##_##T_feature
 #define GET_MK_PROC_STD(T_type, T_arch, T_feature, T_op) \
-        MK_PROC_NAME_STD(T_type, T_arch, T_feature, T_op)
+        ((UNI_MK_PROC)MK_PROC_NAME_STD(T_type, T_arch, T_feature, T_op))
 #define SN_MK_PROC_DECL(T_type, P_name) INTERNAL void SN_DECL P_name(MAT_TASK(T_type) const *task)
 #define SN_MK_PROC_DECL_STD(T_type, T_arch, T_feature, T_op)                          \
-        INTERNAL void SN_DECL MK_PROC_NAME_STD(T_type, T_arch, T_feature,     \
+        INTERNAL NOINLINE SN_STD_TARGET_ATTR(T_arch, T_feature) void SN_DECL \
-                                               T_op)(MAT_TASK(T_type) const *task)
+                MK_PROC_NAME_STD(T_type, T_arch, T_feature, T_op)(MAT_TASK(T_type) const *task)
 #define SK_PROC_NAME_STD(T_type, T_arch, T_feature, T_op) \
         T_type##_single_kernel_proc_##T_op##_##T_arch##_##T_feature
 #define GET_SK_PROC_STD(T_type, T_arch, T_feature, T_op) \
-        SK_PROC_NAME_STD(T_type, T_arch, T_feature, T_op)
+        ((UNI_SK_PROC)SK_PROC_NAME_STD(T_type, T_arch, T_feature, T_op))
 #define SN_SK_PROC_DECL_STD(T_type, T_arch, T_feature, T_op)                                 \
-        INTERNAL void SN_DECL SK_PROC_NAME_STD(T_type, T_arch, T_feature,       \
+        INTERNAL NOINLINE SN_STD_TARGET_ATTR(T_arch, T_feature) void SN_DECL \
-                                               T_op)(sn_mat_kernel_opaque const *left_ptr, \
+                SK_PROC_NAME_STD(T_type, T_arch, T_feature, T_op)( \
-                                                     sn_mat_kernel_opaque const *right_ptr, \
+                        MAT_KERNEL(T_type) const *left, MAT_KERNEL(T_type) const *right, \
-                                                     sn_mat_kernel_opaque *restrict ans_ptr, \
+                        MAT_KERNEL(T_type) *restrict ans, uint64_t scalar)
-                                                     uint64_t scalar)
 
 #define _SN_STD__PROBE_0 0
 #define _SN_STD__PROBE_1 1
@@ -105,10 +108,5 @@
 
 #define __sk_param_std(T)          \
         typedef MAT_KERNEL(T) SN_MAT_KERNEL_LOCAL; \
-        SN_MAT_KERNEL_LOCAL const *left =                      \
+        (void)scalar
-                (SN_MAT_KERNEL_LOCAL const *)(left_ptr);       \
-        SN_MAT_KERNEL_LOCAL const *right =                     \
-                (SN_MAT_KERNEL_LOCAL const *)(right_ptr);      \
-        SN_MAT_KERNEL_LOCAL *restrict ans =                    \
-                (SN_MAT_KERNEL_LOCAL *)(ans_ptr)
 #endif // !SN_INTRINSIC_PARAM_EXPAND

StgSharp.Native/sn-head/sn_target.h

@@ -76,6 +76,16 @@
 
 #define SN_IS_ARCH(arch) ((SN_ARCH_TARGET) == (arch))
 
+/*
+ * Per-function ISA selection is required for runtime-dispatched kernels that
+ * mix multiple x86 feature levels in one build target.
+ */
+#if defined(__clang__) && ((SN_ARCH_TARGET) == SN_ARCH_X86_64)
+#define SN_CLANG_TARGET_ATTR(options) __attribute__((target(options)))
+#else
+#define SN_CLANG_TARGET_ATTR(options)
+#endif
+
 typedef union SIMDID {
         uint64_t mask;
         char make_byte[8];

StgSharp.Native/sn-src/m.bufop.x86.c

@@ -68,7 +68,7 @@ SN_MK_PROC_DECL_STD(double, avx, , fill)
 SN_MK_PROC_DECL_STD(double, 512, , fill)
 {
         __mk_param_std(BUFFER, ANS_SCALAR, double);
-        register __m512d vec = _mm512_set1_pd(SN_CONST_PTR_CAST(double, scalar->data)[0]);
+        register __m512d vec = _mm512_set1_pd(((double const *)scalar->data)[0]);
         for (size_t i = 0; i < count; i++) {
                 ans[i].f64_z[0] = vec;
                 ans[i].f64_z[1] = vec;
@@ -354,7 +354,7 @@ SN_MK_PROC_DECL_STD(double, 512, , scalar_mul)
 {
         __mk_param_std(BUFFER, RIGHT_ANS_SCALAR, double);
 
-        register __m512d vec = _mm512_set1_pd(SN_CONST_PTR_CAST(double, scalar->data)[0]);
+        register __m512d vec = _mm512_set1_pd(((double const *)scalar->data)[0]);
         for (size_t i = 0; i < count; i++) {
                 register __m512d c0 = _mm512_mul_pd(right[i].f64_z[0], vec);
                 register __m512d c1 = _mm512_mul_pd(right[i].f64_z[1], vec);

StgSharp.Native/sn-src/m.solve.x86.c

@@ -4,6 +4,7 @@
 
 #include "sn_intrinsic.h"
 #include "sn_intrinsic.std.h"
+#include "sn_intrinsic.context.x86.h"
 #include <math.h>
 
 static const float quality_threshold = 1e-6f;

StgSharp.Native/sn-src/mk.fma.x86.c

@@ -136,40 +136,55 @@ SN_MK_PROC_DECL_STD(float, avx, _fma, fma)
         _mm256_store_ps((float *)&ans_cur->f32_y[1], c23);
 }
 
+#define SN_MK_FMA_F32_512_PHASE(i)\
+        do {    \
+                ak = _mm512_broadcast_f32x4(left_##i ->f32_x[0]);\
+                c_0 = _mm512_fmadd_ps(ak, _mm512_permute_ps(b_##i, _FMA_SELECT(0)), c_##i);\
+                ak = _mm512_broadcast_f32x4(left_##i ->f32_x[0]);\
+                c_1 = _mm512_fmadd_ps(ak, _mm512_permute_ps(b_##i, _FMA_SELECT(0)), c_##i);\
+                ak = _mm512_broadcast_f32x4(left_##i ->f32_x[0]);\
+                c_2 = _mm512_fmadd_ps(ak, _mm512_permute_ps(b_##i, _FMA_SELECT(0)), c_##i);\
+                ak = _mm512_broadcast_f32x4(left_##i ->f32_x[0]);\
+                c_3 = _mm512_fmadd_ps(ak, _mm512_permute_ps(b_##i, _FMA_SELECT(0)), c_##i);\
+        }while(0)
+
 SN_MK_PROC_DECL_STD(float, 512, , fma)
 {
         __mk_param_std(TILE, LEFT_RIGHT_ANS, float);
         SN_MAT_KERNEL_LOCAL *restrict ans_cur = ans + GET_INDEX(common_y, x, y);
-        register __m512 c = _mm512_load_ps((float *)ans_cur);
+        register __m512 c_0 = _mm512_load_ps((float *)ans_cur);
-        register __m512 c_1 = c;
+        register __m512 c_1 = c_0;
-        register __m512 c_2 = c;
+        register __m512 c_2 = c_0;
-        register __m512 c_3 = c;
+        register __m512 c_3 = c_0;
 
-        for (size_t z = 0; z < common_z; z++) {
+        for (size_t z = 0; z < common_z; z+=4) {
-                SN_MAT_KERNEL_LOCAL const *right_cur = right + GET_INDEX(common_z, x, z);
+                SN_MAT_KERNEL_LOCAL const *right = right + z;
-                SN_MAT_KERNEL_LOCAL const *left_cur = left + GET_INDEX(common_y, z, y);
+                SN_MAT_KERNEL_LOCAL const *left_0 = left + z + 0;
+                SN_MAT_KERNEL_LOCAL const *left_1 = left + z + 1;
+                SN_MAT_KERNEL_LOCAL const *left_2 = left + z + 2;
+                SN_MAT_KERNEL_LOCAL const *left_3 = left + z + 3;
 
                 // full right load：[kb_col0 | kb_col1 | kb_col2 | kb_col3]
-                register __m512 b = _mm512_load_ps((float *)right_cur);
+                register __m512 b_0 = _mm512_load_ps((float *)(right+0));
+                register __m512 b_1 = _mm512_load_ps((float *)(right+1));
+                register __m512 b_2 = _mm512_load_ps((float *)(right+2));
+                register __m512 b_3 = _mm512_load_ps((float *)(right+3));
 
                 // k=0: broadcast ka_col0 到4个lane，permute_ps 取 kb(0,j)
                 register __m512 ak;
-                ak = _mm512_broadcast_f32x4(left_cur->f32_x[0]);
+                register __m512 ak_1;
-                c = _mm512_fmadd_ps(ak, _mm512_permute_ps(b, _FMA_SELECT(0)), c);
+                register __m512 ak_2;
+                register __m512 ak_3;
                 
-                // k=1
+                SN_MK_FMA_F32_512_PHASE(0);
-                ak = _mm512_broadcast_f32x4(left_cur->f32_x[1]);
+                SN_MK_FMA_F32_512_PHASE(1);
-                c = _mm512_fmadd_ps(ak, _mm512_permute_ps(b, _FMA_SELECT(1)), c);
+                SN_MK_FMA_F32_512_PHASE(2);
-
+                SN_MK_FMA_F32_512_PHASE(3);
-                // k=2
-                ak = _mm512_broadcast_f32x4(left_cur->f32_x[2]);
-                c = _mm512_fmadd_ps(ak, _mm512_permute_ps(b, _FMA_SELECT(2)), c);
-
-                // k=3
-                ak = _mm512_broadcast_f32x4(left_cur->f32_x[3]);
-                c = _mm512_fmadd_ps(ak, _mm512_permute_ps(b, _FMA_SELECT(3)), c);
         }
-        _mm512_store_ps((float *)ans_cur, c);
+        c_0 = _mm512_add_ps(c_0, c_1);
+        c_2= _mm512_add_ps(c_2, c_3);
+        c_0 = _mm512_add_ps(c_0, c_2);
+        _mm512_store_ps((float *)ans_cur, c_0);
 }
 
 // double

StgSharp.Native/sn-src/s.hash.x86.c

@@ -2,7 +2,6 @@
 
 #if SN_IS_ARCH(SN_ARCH_X86_64)
 
-#include "sn_intrinsic.h"
 #include "StgSharpNative.h"
 
 INTERNAL int SN_DECL city_hash_simplify_sse(byte const *str, int const length)
@@ -17,7 +16,7 @@ INTERNAL int SN_DECL city_hash_simplify_sse(byte const *str, int const length)
                 }
         } else if (size < 16) {
                 for (; ptr < end; ptr += 4) {
-                        hash = _mm_crc32_u32(hash, SN_CONST_PTR_CAST(uint32_t, ptr)[0]);
+                        hash = _mm_crc32_u32(hash, ((uint32_t const *)ptr)[0]);
                 }
                 for (; ptr < end; ptr++) {
                         hash = _mm_crc32_u16(hash, *ptr);
@@ -34,7 +33,7 @@ INTERNAL int SN_DECL city_hash_simplify_sse(byte const *str, int const length)
                 hash = _mm_crc32_u8(hash, hash64);
                 hash = _mm_crc32_u8(hash, hash64 >> 32);
                 for (; ptr < last_32; ptr += 4) {
-                        hash = _mm_crc32_u32(hash, SN_CONST_PTR_CAST(uint32_t, ptr)[0]);
+                        hash = _mm_crc32_u32(hash, ((uint32_t const *)ptr)[0]);
                 }
                 for (; ptr < end; ptr += 2) {
                         hash = _mm_crc32_u8(hash, *ptr);