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30 changes: 30 additions & 0 deletions CMakeLists.txt
Original file line number Diff line number Diff line change
Expand Up @@ -143,6 +143,36 @@ string(REGEX REPLACE "^([0-9]+)\\.[0-9]+\\.[0-9]+$" "\\1" CXX_MAJOR_VERSION "${C

if (CMAKE_CXX_COMPILER_ID STREQUAL "Clang")
set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -pthread --std=c++17 -O2")
if (CMAKE_SYSTEM_PROCESSOR MATCHES "x86_64")
set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -mavx -mavx2 -mfma -mf16c")
set_source_files_properties(
"src/devices/cpu/avx512f.cpp"
PROPERTIES
COMPILE_OPTIONS "-mavx512f;-mavx512bw;-mavx512vl"
)
set_source_files_properties(
"src/devices/cpu/avx512vnni.cpp"
PROPERTIES
COMPILE_OPTIONS "-mavx512vnni;-mavx512f"
)
if (CXX_MAJOR_VERSION GREATER_EQUAL 10)
set_source_files_properties(
"src/devices/cpu/avx512bf16.cpp"
PROPERTIES
COMPILE_OPTIONS "-mavx512bf16;-mavx512f;-mavx512bw;-mavx512vl"
)
endif()
set(AMX_COMPILE_OPTIONS "-mavx512bf16;-mavx512f;-mavx512bw;-mavx512vl")
if (CXX_MAJOR_VERSION GREATER_EQUAL 11)
list(APPEND AMX_COMPILE_OPTIONS "-mamx-tile" "-mamx-bf16")
message(STATUS "AMX support enabled (clang >= 11)")
endif()
set_source_files_properties(
"src/devices/cpu/amx.cpp"
PROPERTIES
COMPILE_OPTIONS "${AMX_COMPILE_OPTIONS}"
)
endif()
elseif(CMAKE_CXX_COMPILER_ID STREQUAL "MSVC")
string(REPLACE "/Ob2" "/Ob1 /Gy" CMAKE_CXX_FLAGS_RELEASE ${CMAKE_CXX_FLAGS_RELEASE})
set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -DNOMINMAX /std:c++17 /arch:AVX2 /source-charset:utf-8")
Expand Down
8 changes: 4 additions & 4 deletions example/Win32Demo/Win32Demo.vcxproj
Original file line number Diff line number Diff line change
Expand Up @@ -104,7 +104,7 @@
<ConformanceMode>true</ConformanceMode>
<RuntimeLibrary>MultiThreadedDebug</RuntimeLibrary>
<AdditionalOptions>/arch:AVX /source-charset:utf-8 %(AdditionalOptions)</AdditionalOptions>
<AdditionalIncludeDirectories>$(ProjectDir)..\..\third_party\json11;%(AdditionalIncludeDirectories)</AdditionalIncludeDirectories>
<AdditionalIncludeDirectories>$(ProjectDir)..\..\include\blocks;$(ProjectDir)..\..\third_party\json11;%(AdditionalIncludeDirectories)</AdditionalIncludeDirectories>
</ClCompile>
<Link>
<SubSystem>Console</SubSystem>
Expand All @@ -123,7 +123,7 @@
<ConformanceMode>true</ConformanceMode>
<RuntimeLibrary>MultiThreadedDebug</RuntimeLibrary>
<AdditionalOptions>/arch:AVX /source-charset:utf-8 %(AdditionalOptions)</AdditionalOptions>
<AdditionalIncludeDirectories>$(ProjectDir)..\..\third_party\json11;%(AdditionalIncludeDirectories)</AdditionalIncludeDirectories>
<AdditionalIncludeDirectories>$(ProjectDir)..\..\include\blocks;$(ProjectDir)..\..\third_party\json11;%(AdditionalIncludeDirectories)</AdditionalIncludeDirectories>
</ClCompile>
<Link>
<SubSystem>Console</SubSystem>
Expand All @@ -143,7 +143,7 @@
<PreprocessorDefinitions>WIN32;NDEBUG;_CONSOLE;%(PreprocessorDefinitions)</PreprocessorDefinitions>
<ConformanceMode>true</ConformanceMode>
<RuntimeLibrary>MultiThreaded</RuntimeLibrary>
<AdditionalIncludeDirectories>$(ProjectDir)..\..\third_party\json11;%(AdditionalIncludeDirectories)</AdditionalIncludeDirectories>
<AdditionalIncludeDirectories>$(ProjectDir)..\..\include\blocks;$(ProjectDir)..\..\third_party\json11;%(AdditionalIncludeDirectories)</AdditionalIncludeDirectories>
</ClCompile>
<Link>
<SubSystem>Console</SubSystem>
Expand All @@ -165,7 +165,7 @@
<PreprocessorDefinitions>NDEBUG;_CONSOLE;_CRT_SECURE_NO_WARNINGS;__AVX__;NOMINMAX;%(PreprocessorDefinitions)</PreprocessorDefinitions>
<ConformanceMode>true</ConformanceMode>
<RuntimeLibrary>MultiThreaded</RuntimeLibrary>
<AdditionalIncludeDirectories>$(ProjectDir)..\..\third_party\json11;%(AdditionalIncludeDirectories)</AdditionalIncludeDirectories>
<AdditionalIncludeDirectories>$(ProjectDir)..\..\include\blocks;$(ProjectDir)..\..\third_party\json11;%(AdditionalIncludeDirectories)</AdditionalIncludeDirectories>
</ClCompile>
<Link>
<SubSystem>Console</SubSystem>
Expand Down
26 changes: 22 additions & 4 deletions example/Win32Demo/fastllm-gpu.vcxproj
Original file line number Diff line number Diff line change
Expand Up @@ -99,7 +99,7 @@
<Optimization>Disabled</Optimization>
<PreprocessorDefinitions>NOMINMAX;USE_CUDA;WIN32;_DEBUG;_LIB;%(PreprocessorDefinitions)</PreprocessorDefinitions>
<RuntimeLibrary>MultiThreadedDebug</RuntimeLibrary>
<AdditionalIncludeDirectories>$(ProjectDir)..\..\include;$(ProjectDir)..\..\include\devices;$(ProjectDir)..\..\include\devices\cpu;$(ProjectDir)..\..\include\devices\cuda;$(ProjectDir)..\..\include\devices\multicuda;$(ProjectDir)..\..\include\models;$(ProjectDir)..\..\include\utils;$(ProjectDir)..\..\third_party\json11;$(CUDA_PATH)\include;%(AdditionalIncludeDirectories)</AdditionalIncludeDirectories>
<AdditionalIncludeDirectories>$(ProjectDir)..\..\include;$(ProjectDir)..\..\include\devices;$(ProjectDir)..\..\include\devices\cpu;$(ProjectDir)..\..\include\devices\cuda;$(ProjectDir)..\..\include\devices\multicuda;$(ProjectDir)..\..\include\models;$(ProjectDir)..\..\include\utils;$(ProjectDir)..\..\third_party\gguf;$(ProjectDir)..\..\third_party\json11;$(CUDA_PATH)\include;%(AdditionalIncludeDirectories)</AdditionalIncludeDirectories>
<AdditionalOptions>/source-charset:utf-8 %(AdditionalOptions)</AdditionalOptions>
<EnableEnhancedInstructionSet>AdvancedVectorExtensions2</EnableEnhancedInstructionSet>
<RuntimeTypeInfo>true</RuntimeTypeInfo>
Expand All @@ -120,7 +120,7 @@
<WarningLevel>Level3</WarningLevel>
<Optimization>Disabled</Optimization>
<PreprocessorDefinitions>NOMINMAX;USE_CUDA;WIN64;__AVX__;__AVX2__;_DEBUG;_LIB;%(PreprocessorDefinitions)</PreprocessorDefinitions>
<AdditionalIncludeDirectories>$(ProjectDir)..\..\include;$(ProjectDir)..\..\include\devices;$(ProjectDir)..\..\include\devices\cpu;$(ProjectDir)..\..\include\devices\cuda;$(ProjectDir)..\..\include\devices\multicuda;$(ProjectDir)..\..\include\models;$(ProjectDir)..\..\include\utils;$(ProjectDir)..\..\third_party\json11;$(CUDA_PATH)\include;%(AdditionalIncludeDirectories)</AdditionalIncludeDirectories>
<AdditionalIncludeDirectories>$(ProjectDir)..\..\include;$(ProjectDir)..\..\include\devices;$(ProjectDir)..\..\include\devices\cpu;$(ProjectDir)..\..\include\devices\cuda;$(ProjectDir)..\..\include\devices\multicuda;$(ProjectDir)..\..\include\models;$(ProjectDir)..\..\include\utils;$(ProjectDir)..\..\third_party\gguf;$(ProjectDir)..\..\third_party\json11;$(CUDA_PATH)\include;%(AdditionalIncludeDirectories)</AdditionalIncludeDirectories>
<RuntimeLibrary>MultiThreadedDebug</RuntimeLibrary>
<AdditionalOptions>/source-charset:utf-8 %(AdditionalOptions)</AdditionalOptions>
<EnableEnhancedInstructionSet>AdvancedVectorExtensions2</EnableEnhancedInstructionSet>
Expand All @@ -146,7 +146,7 @@
<IntrinsicFunctions>true</IntrinsicFunctions>
<PreprocessorDefinitions>NOMINMAX;USE_CUDA;WIN32;NDEBUG;_LIB;%(PreprocessorDefinitions)</PreprocessorDefinitions>
<RuntimeLibrary>MultiThreaded</RuntimeLibrary>
<AdditionalIncludeDirectories>$(ProjectDir)..\..\include;$(ProjectDir)..\..\include\devices;$(ProjectDir)..\..\include\devices\cpu;$(ProjectDir)..\..\include\devices\cuda;$(ProjectDir)..\..\include\devices\multicuda;$(ProjectDir)..\..\include\models;$(ProjectDir)..\..\include\utils;$(ProjectDir)..\..\third_party\json11;$(CUDA_PATH)\include;%(AdditionalIncludeDirectories)</AdditionalIncludeDirectories>
<AdditionalIncludeDirectories>$(ProjectDir)..\..\include;$(ProjectDir)..\..\include\devices;$(ProjectDir)..\..\include\devices\cpu;$(ProjectDir)..\..\include\devices\cuda;$(ProjectDir)..\..\include\devices\multicuda;$(ProjectDir)..\..\include\models;$(ProjectDir)..\..\include\utils;$(ProjectDir)..\..\third_party\gguf;$(ProjectDir)..\..\third_party\json11;$(CUDA_PATH)\include;%(AdditionalIncludeDirectories)</AdditionalIncludeDirectories>
<AdditionalOptions>/source-charset:utf-8 %(AdditionalOptions)</AdditionalOptions>
<EnableEnhancedInstructionSet>AdvancedVectorExtensions2</EnableEnhancedInstructionSet>
<InlineFunctionExpansion>OnlyExplicitInline</InlineFunctionExpansion>
Expand All @@ -173,7 +173,7 @@
<FunctionLevelLinking>true</FunctionLevelLinking>
<IntrinsicFunctions>true</IntrinsicFunctions>
<PreprocessorDefinitions>NOMINMAX;USE_CUDA;__AVX__;__AVX2__;WIN64;NDEBUG;_LIB;%(PreprocessorDefinitions)</PreprocessorDefinitions>
<AdditionalIncludeDirectories>$(ProjectDir)..\..\include;$(ProjectDir)..\..\include\devices;$(ProjectDir)..\..\include\devices\cpu;$(ProjectDir)..\..\include\devices\cuda;$(ProjectDir)..\..\include\devices\multicuda;$(ProjectDir)..\..\include\models;$(ProjectDir)..\..\include\utils;$(ProjectDir)..\..\third_party\json11;$(CUDA_PATH)\include;%(AdditionalIncludeDirectories)</AdditionalIncludeDirectories>
<AdditionalIncludeDirectories>$(ProjectDir)..\..\include;$(ProjectDir)..\..\include\devices;$(ProjectDir)..\..\include\devices\cpu;$(ProjectDir)..\..\include\devices\cuda;$(ProjectDir)..\..\include\devices\multicuda;$(ProjectDir)..\..\include\models;$(ProjectDir)..\..\include\utils;$(ProjectDir)..\..\third_party\gguf;$(ProjectDir)..\..\third_party\json11;$(CUDA_PATH)\include;%(AdditionalIncludeDirectories)</AdditionalIncludeDirectories>
<RuntimeLibrary>MultiThreaded</RuntimeLibrary>
<AdditionalOptions>/source-charset:utf-8 %(AdditionalOptions)</AdditionalOptions>
<EnableEnhancedInstructionSet>AdvancedVectorExtensions2</EnableEnhancedInstructionSet>
Expand Down Expand Up @@ -213,6 +213,8 @@
<ClInclude Include="..\..\include\models\ernie4_5.h" />
<ClInclude Include="..\..\include\models\factoryllm.h" />
<ClInclude Include="..\..\include\models\glm.h" />
<ClInclude Include="..\..\include\models\glm4_moe.h" />
<ClInclude Include="..\..\include\models\gpt_oss.h" />
<ClInclude Include="..\..\include\models\graphllm.h" />
<ClInclude Include="..\..\include\models\hunyuan.h" />
<ClInclude Include="..\..\include\models\internlm2.h" />
Expand All @@ -227,15 +229,20 @@
<ClInclude Include="..\..\include\models\qwen.h" />
<ClInclude Include="..\..\include\models\qwen3.h" />
<ClInclude Include="..\..\include\models\qwen3_moe.h" />
<ClInclude Include="..\..\include\models\qwen3_next.h" />
<ClInclude Include="..\..\include\models\xlmroberta.h" />
<ClInclude Include="..\..\include\template.h" />
<ClInclude Include="..\..\include\utils\armMath.h" />
<ClInclude Include="..\..\include\utils\utils.h" />
<ClInclude Include="..\..\third_party\gguf\gguf.h" />
<ClInclude Include="..\..\third_party\json11\json11.hpp" />
</ItemGroup>
<ItemGroup>
<ClCompile Include="..\..\src\device.cpp" />
<ClCompile Include="..\..\src\devices\cpu\amx.cpp" />
<ClCompile Include="..\..\src\devices\cpu\avx2.cpp" />
<ClCompile Include="..\..\src\devices\cpu\avx512bf16.cpp" />
<ClCompile Include="..\..\src\devices\cpu\avx512f.cpp" />
<ClCompile Include="..\..\src\devices\cpu\avx512vnni.cpp" />
<ClCompile Include="..\..\src\devices\cpu\cpudevice.cpp" />
<ClCompile Include="..\..\src\devices\cpu\cpudevicebatch.cpp" />
Expand All @@ -254,6 +261,8 @@
<ClCompile Include="..\..\src\models\deepseekv2.cpp" />
<ClCompile Include="..\..\src\models\ernie4_5.cpp" />
<ClCompile Include="..\..\src\models\glm.cpp" />
<ClCompile Include="..\..\src\models\glm4_moe.cpp" />
<ClCompile Include="..\..\src\models\gpt_oss.cpp" />
<ClCompile Include="..\..\src\models\graphllm.cpp" />
<ClCompile Include="..\..\src\models\graph\fastllmjson.cpp" />
<ClCompile Include="..\..\src\models\graph\gemma2.cpp" />
Expand All @@ -272,9 +281,15 @@
<ClCompile Include="..\..\src\models\qwen.cpp" />
<ClCompile Include="..\..\src\models\qwen3.cpp" />
<ClCompile Include="..\..\src\models\qwen3_moe.cpp" />
<ClCompile Include="..\..\src\models\qwen3_next.cpp" />
<ClCompile Include="..\..\src\models\xlmroberta.cpp" />
<ClCompile Include="..\..\src\template.cpp" />
<ClCompile Include="..\..\src\tokenizer.cpp" />
<ClCompile Include="..\..\third_party\gguf\gguf-adapter.cpp" />
<ClCompile Include="..\..\third_party\gguf\ggml-dequantize.cpp" />
<ClCompile Include="..\..\third_party\gguf\ggml-iqk.cpp" />
<ClCompile Include="..\..\third_party\gguf\ggml-quant.cpp" />
<ClCompile Include="..\..\third_party\gguf\gguf.cpp" />
<ClCompile Include="..\..\third_party\json11\json11.cpp" />
</ItemGroup>
<ItemGroup>
Expand All @@ -287,6 +302,9 @@
<CudaCompile Include="..\..\src\devices\cuda\fastllm-cuda.cu">
<FileType>Document</FileType>
</CudaCompile>
<CudaCompile Include="..\..\src\devices\cuda\fastllm-ggml-cuda.cu">
<FileType>Document</FileType>
</CudaCompile>
<CudaCompile Include="..\..\src\devices\multicuda\fastllm-multicuda.cu">
<FileType>Document</FileType>
</CudaCompile>
Expand Down
48 changes: 48 additions & 0 deletions example/Win32Demo/fastllm-gpu.vcxproj.filters
Original file line number Diff line number Diff line change
Expand Up @@ -99,6 +99,12 @@
<ClInclude Include="..\..\include\models\glm.h">
<Filter>头文件\models</Filter>
</ClInclude>
<ClInclude Include="..\..\include\models\glm4_moe.h">
<Filter>头文件\models</Filter>
</ClInclude>
<ClInclude Include="..\..\include\models\gpt_oss.h">
<Filter>头文件\models</Filter>
</ClInclude>
<ClInclude Include="..\..\include\models\graphllm.h">
<Filter>头文件\models</Filter>
</ClInclude>
Expand Down Expand Up @@ -141,6 +147,9 @@
<ClInclude Include="..\..\include\models\qwen3_moe.h">
<Filter>头文件\models</Filter>
</ClInclude>
<ClInclude Include="..\..\include\models\qwen3_next.h">
<Filter>头文件\models</Filter>
</ClInclude>
<ClInclude Include="..\..\include\models\xlmroberta.h">
<Filter>头文件\models</Filter>
</ClInclude>
Expand Down Expand Up @@ -174,6 +183,9 @@
<ClInclude Include="..\..\include\devices\multicuda\fastllm-multicuda.cuh">
<Filter>头文件\devices\multicuda</Filter>
</ClInclude>
<ClInclude Include="..\..\third_party\gguf\gguf.h">
<Filter>头文件\third_party</Filter>
</ClInclude>
<ClInclude Include="..\..\third_party\json11\json11.hpp">
<Filter>头文件\third_party</Filter>
</ClInclude>
Expand Down Expand Up @@ -221,6 +233,12 @@
<ClCompile Include="..\..\src\models\glm.cpp">
<Filter>源文件\models</Filter>
</ClCompile>
<ClCompile Include="..\..\src\models\glm4_moe.cpp">
<Filter>源文件\models</Filter>
</ClCompile>
<ClCompile Include="..\..\src\models\gpt_oss.cpp">
<Filter>源文件\models</Filter>
</ClCompile>
<ClCompile Include="..\..\src\models\graphllm.cpp">
<Filter>源文件\models</Filter>
</ClCompile>
Expand Down Expand Up @@ -263,6 +281,9 @@
<ClCompile Include="..\..\src\models\qwen3_moe.cpp">
<Filter>源文件\models</Filter>
</ClCompile>
<ClCompile Include="..\..\src\models\qwen3_next.cpp">
<Filter>源文件\models</Filter>
</ClCompile>
<ClCompile Include="..\..\src\models\xlmroberta.cpp">
<Filter>源文件\models</Filter>
</ClCompile>
Expand All @@ -278,12 +299,21 @@
<ClCompile Include="..\..\src\models\graph\telechat.cpp">
<Filter>源文件\models\graph</Filter>
</ClCompile>
<ClCompile Include="..\..\src\devices\cpu\amx.cpp">
<Filter>源文件\devices\cpu</Filter>
</ClCompile>
<ClCompile Include="..\..\src\devices\cpu\avx2.cpp">
<Filter>源文件\devices\cpu</Filter>
</ClCompile>
<ClCompile Include="..\..\src\devices\cpu\avx512bf16.cpp">
<Filter>源文件\devices\cpu</Filter>
</ClCompile>
<ClCompile Include="..\..\src\devices\cpu\avx512vnni.cpp">
<Filter>源文件\devices\cpu</Filter>
</ClCompile>
<ClCompile Include="..\..\src\devices\cpu\avx512f.cpp">
<Filter>源文件\devices\cpu</Filter>
</ClCompile>
<ClCompile Include="..\..\src\devices\cpu\cpudevice.cpp">
<Filter>源文件\devices\cpu</Filter>
</ClCompile>
Expand All @@ -302,6 +332,21 @@
<ClCompile Include="..\..\src\devices\multicuda\multicudadevice.cpp">
<Filter>源文件\devices\multicuda</Filter>
</ClCompile>
<ClCompile Include="..\..\third_party\gguf\ggml-dequantize.cpp">
<Filter>源文件\third_party</Filter>
</ClCompile>
<ClCompile Include="..\..\third_party\gguf\ggml-iqk.cpp">
<Filter>源文件\third_party</Filter>
</ClCompile>
<ClCompile Include="..\..\third_party\gguf\ggml-quant.cpp">
<Filter>源文件\third_party</Filter>
</ClCompile>
<ClCompile Include="..\..\third_party\gguf\gguf.cpp">
<Filter>源文件\third_party</Filter>
</ClCompile>
<ClCompile Include="..\..\third_party\gguf\gguf-adapter.cpp">
<Filter>源文件\third_party</Filter>
</ClCompile>
<ClCompile Include="..\..\third_party\json11\json11.cpp">
<Filter>源文件\third_party</Filter>
</ClCompile>
Expand All @@ -313,5 +358,8 @@
<CudaCompile Include="..\..\src\devices\multicuda\fastllm-multicuda.cu">
<Filter>源文件\devices\multicuda</Filter>
</CudaCompile>
<CudaCompile Include="..\..\src\devices\cuda\fastllm-ggml-cuda.cu">
<Filter>源文件\devices\cuda</Filter>
</CudaCompile>
</ItemGroup>
</Project>
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