cpu_extension.cmake 8.11 KB
Newer Older
1
2
3
4
include(FetchContent)

set(CMAKE_CXX_STANDARD_REQUIRED ON)
set(CMAKE_CXX_EXTENSIONS ON)
5
6
set(CMAKE_EXPORT_COMPILE_COMMANDS ON)

7
8
9
10
11
if (${CMAKE_SYSTEM_NAME} MATCHES "Darwin")
    set(MACOSX_FOUND TRUE)
endif()


12
13
14
#
# Define environment variables for special configurations
#
15
16
set(ENABLE_AVX512BF16 $ENV{VLLM_CPU_AVX512BF16})
set(ENABLE_AVX512VNNI $ENV{VLLM_CPU_AVX512VNNI})
17
18
19

include_directories("${CMAKE_SOURCE_DIR}/csrc")

20
21
22

set (ENABLE_NUMA TRUE)

23
24
25
#
# Check the compile flags
#
26
27

if (CMAKE_SYSTEM_PROCESSOR MATCHES "x86_64")
28
29
    list(APPEND CXX_COMPILE_FLAGS
        "-mf16c"
30
    )
31
endif()
32

33
34
35
36
37
38
39
40
if(MACOSX_FOUND)
    list(APPEND CXX_COMPILE_FLAGS
        "-DVLLM_CPU_EXTENSION")
else()
    list(APPEND CXX_COMPILE_FLAGS
        "-fopenmp"
        "-DVLLM_CPU_EXTENSION")
endif()
41

42
43
44
45
46
47
48
if (NOT MACOSX_FOUND)
    execute_process(COMMAND cat /proc/cpuinfo
                    RESULT_VARIABLE CPUINFO_RET
                    OUTPUT_VARIABLE CPUINFO)
    if (NOT CPUINFO_RET EQUAL 0)
        message(FATAL_ERROR "Failed to check CPU features via /proc/cpuinfo")
    endif()
49
50
endif()

51

52
53
54
55
56
57
58
59
60
function (find_isa CPUINFO TARGET OUT)
    string(FIND ${CPUINFO} ${TARGET} ISA_FOUND)
    if(NOT ISA_FOUND EQUAL -1)
        set(${OUT} ON PARENT_SCOPE)
    else()
        set(${OUT} OFF PARENT_SCOPE)
    endif()
endfunction()

61
62
63
64
65
66
67
68
69
70
71
function (is_avx512_disabled OUT)
    set(DISABLE_AVX512 $ENV{VLLM_CPU_DISABLE_AVX512})
    if(DISABLE_AVX512 AND DISABLE_AVX512 STREQUAL "true")
        set(${OUT} ON PARENT_SCOPE)
    else()
        set(${OUT} OFF PARENT_SCOPE)
    endif()
endfunction()

is_avx512_disabled(AVX512_DISABLED)

72
73
74
75
76
if (MACOSX_FOUND AND CMAKE_SYSTEM_PROCESSOR STREQUAL "arm64")
    set(APPLE_SILICON_FOUND TRUE)
else()
    find_isa(${CPUINFO} "avx2" AVX2_FOUND)
    find_isa(${CPUINFO} "avx512f" AVX512_FOUND)
77
    find_isa(${CPUINFO} "Power11" POWER11_FOUND)
78
79
80
81
    find_isa(${CPUINFO} "POWER10" POWER10_FOUND)
    find_isa(${CPUINFO} "POWER9" POWER9_FOUND)
    find_isa(${CPUINFO} "asimd" ASIMD_FOUND) # Check for ARM NEON support
    find_isa(${CPUINFO} "bf16" ARM_BF16_FOUND) # Check for ARM BF16 support
82
    find_isa(${CPUINFO} "S390" S390_FOUND)
83
84
endif()

85

86
if (AVX512_FOUND AND NOT AVX512_DISABLED)
87
88
89
90
91
92
93
94
    list(APPEND CXX_COMPILE_FLAGS
        "-mavx512f"
        "-mavx512vl"
        "-mavx512bw"
        "-mavx512dq")

    find_isa(${CPUINFO} "avx512_bf16" AVX512BF16_FOUND)
    if (AVX512BF16_FOUND OR ENABLE_AVX512BF16)
95
96
        if (CMAKE_CXX_COMPILER_ID STREQUAL "GNU" AND
            CMAKE_CXX_COMPILER_VERSION VERSION_GREATER_EQUAL 12.3)
97
            list(APPEND CXX_COMPILE_FLAGS "-mavx512bf16")
98
            set(ENABLE_AVX512BF16 ON)
99
        else()
100
            set(ENABLE_AVX512BF16 OFF)
101
102
103
            message(WARNING "Disable AVX512-BF16 ISA support, requires gcc/g++ >= 12.3")
        endif()
    else()
104
        set(ENABLE_AVX512BF16 OFF)
105
106
        message(WARNING "Disable AVX512-BF16 ISA support, no avx512_bf16 found in local CPU flags." " If cross-compilation is required, please set env VLLM_CPU_AVX512BF16=1.")
    endif()
107
108

    find_isa(${CPUINFO} "avx512_vnni" AVX512VNNI_FOUND)
109
110
111
112
113
114
115
116
117
118
119
120
121
    if (AVX512VNNI_FOUND OR ENABLE_AVX512VNNI)
        if (CMAKE_CXX_COMPILER_ID STREQUAL "GNU" AND
            CMAKE_CXX_COMPILER_VERSION VERSION_GREATER_EQUAL 12.3)
            list(APPEND CXX_COMPILE_FLAGS "-mavx512vnni")
            set(ENABLE_AVX512VNNI ON)
        else()
            set(ENABLE_AVX512VNNI OFF)
            message(WARNING "Disable AVX512-VNNI ISA support, requires gcc/g++ >= 12.3")
        endif()
    else()
        set(ENABLE_AVX512VNNI OFF)
        message(WARNING "Disable AVX512-VNNI ISA support, no avx512_vnni found in local CPU flags." " If cross-compilation is required, please set env VLLM_CPU_AVX512VNNI=1.")
    endif()
122
    
123
124
125
elseif (AVX2_FOUND)
    list(APPEND CXX_COMPILE_FLAGS "-mavx2")
    message(WARNING "vLLM CPU backend using AVX2 ISA")
126
    
127
elseif (POWER9_FOUND OR POWER10_FOUND OR POWER11_FOUND)
128
    message(STATUS "PowerPC detected")
129
130
131
132
133
134
135
136
137
138
139
    if (POWER9_FOUND)
        list(APPEND CXX_COMPILE_FLAGS
            "-mvsx"
            "-mcpu=power9"
            "-mtune=power9")
    elseif (POWER10_FOUND OR POWER11_FOUND)
        list(APPEND CXX_COMPILE_FLAGS
            "-mvsx"
            "-mcpu=power10"
            "-mtune=power10")
    endif()
140
141
142
143
144
145
146
147
148
149
150
151

elseif (ASIMD_FOUND)
    message(STATUS "ARMv8 or later architecture detected")
    if(ARM_BF16_FOUND)
        message(STATUS "BF16 extension detected")
        set(MARCH_FLAGS "-march=armv8.2-a+bf16+dotprod+fp16")
        add_compile_definitions(ARM_BF16_SUPPORT)
    else()
        message(WARNING "BF16 functionality is not available")
        set(MARCH_FLAGS "-march=armv8.2-a+dotprod+fp16")  
    endif()
    list(APPEND CXX_COMPILE_FLAGS ${MARCH_FLAGS})     
152
153
154
elseif(APPLE_SILICON_FOUND)
    message(STATUS "Apple Silicon Detected")
    set(ENABLE_NUMA OFF)
155
156
157
158
159
160
161
162
elseif (S390_FOUND)
    message(STATUS "S390 detected")
    # Check for S390 VXE support
    list(APPEND CXX_COMPILE_FLAGS
        "-mvx"
        "-mzvector"
        "-march=native"
        "-mtune=native")
163
else()
164
    message(FATAL_ERROR "vLLM CPU backend requires AVX512, AVX2, Power9+ ISA, S390X ISA or ARMv8 support.")
165
166
endif()

167
168
169
170
171
172
173
#
# Build oneDNN for W8A8 GEMM kernels (only for x86-AVX512 platforms)
#
if (AVX512_FOUND AND NOT AVX512_DISABLED)
    FetchContent_Declare(
        oneDNN
        GIT_REPOSITORY https://github.com/oneapi-src/oneDNN.git
174
        GIT_TAG  v3.7.1
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
        GIT_PROGRESS TRUE
        GIT_SHALLOW TRUE
    )

    set(ONEDNN_LIBRARY_TYPE "STATIC")
    set(ONEDNN_BUILD_DOC "OFF")
    set(ONEDNN_BUILD_EXAMPLES "OFF")
    set(ONEDNN_BUILD_TESTS "OFF")
    set(ONEDNN_ENABLE_WORKLOAD "INFERENCE")
    set(ONEDNN_ENABLE_PRIMITIVE "MATMUL;REORDER")
    set(ONEDNN_BUILD_GRAPH "OFF")
    set(ONEDNN_ENABLE_JIT_PROFILING "OFF")
    set(ONEDNN_ENABLE_ITT_TASKS "OFF")
    set(ONEDNN_ENABLE_MAX_CPU_ISA "OFF")
    set(ONEDNN_ENABLE_CPU_ISA_HINTS "OFF")
    set(CMAKE_POLICY_DEFAULT_CMP0077 NEW)

    FetchContent_MakeAvailable(oneDNN)
    
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
    list(APPEND LIBS dnnl)
elseif(POWER10_FOUND)
    FetchContent_Declare(
        oneDNN
        GIT_REPOSITORY https://github.com/oneapi-src/oneDNN.git
        GIT_TAG v3.7.2
        GIT_PROGRESS TRUE
        GIT_SHALLOW TRUE
    )

    set(ONEDNN_LIBRARY_TYPE "STATIC")
    set(ONEDNN_BUILD_DOC "OFF")
    set(ONEDNN_BUILD_EXAMPLES "OFF")
    set(ONEDNN_BUILD_TESTS "OFF")
    set(ONEDNN_ENABLE_WORKLOAD "INFERENCE")
    set(ONEDNN_ENABLE_PRIMITIVE "MATMUL;REORDER")
    set(ONEDNN_BUILD_GRAPH "OFF")
    set(ONEDNN_ENABLE_JIT_PROFILING "OFF")
    set(ONEDNN_ENABLE_ITT_TASKS "OFF")
    set(ONEDNN_ENABLE_MAX_CPU_ISA "OFF")
    set(ONEDNN_ENABLE_CPU_ISA_HINTS "OFF")
    set(CMAKE_POLICY_DEFAULT_CMP0077 NEW)

    set(DNNL_CPU_RUNTIME "OMP")

    FetchContent_MakeAvailable(oneDNN)

221
222
223
    list(APPEND LIBS dnnl)
endif()

224
225
message(STATUS "CPU extension compile flags: ${CXX_COMPILE_FLAGS}")

226
227
228
229
230
231
if(ENABLE_NUMA)
    list(APPEND LIBS numa)
else()
    message(STATUS "NUMA is disabled")
    add_compile_definitions(-DVLLM_NUMA_DISABLED)
endif()
232

233
234
235
236
237
238
239
#
# _C extension
#
set(VLLM_EXT_SRC
    "csrc/cpu/activation.cpp"
    "csrc/cpu/attention.cpp"
    "csrc/cpu/cache.cpp"
240
    "csrc/cpu/utils.cpp"
241
    "csrc/cpu/layernorm.cpp"
Thien Tran's avatar
Thien Tran committed
242
    "csrc/cpu/mla_decode.cpp"
243
    "csrc/cpu/pos_encoding.cpp"
244
    "csrc/cpu/torch_bindings.cpp")
245

246
247
248
if (AVX512_FOUND AND NOT AVX512_DISABLED)
    set(VLLM_EXT_SRC
        "csrc/cpu/quant.cpp"
249
        "csrc/cpu/shm.cpp"
250
        ${VLLM_EXT_SRC})
251
252
253
254
255
256
257
258
259
260
261
    if (ENABLE_AVX512BF16 AND ENABLE_AVX512VNNI)
        set(VLLM_EXT_SRC
            "csrc/cpu/sgl-kernels/gemm.cpp"
            "csrc/cpu/sgl-kernels/gemm_int8.cpp"
            "csrc/cpu/sgl-kernels/gemm_fp8.cpp"
            "csrc/cpu/sgl-kernels/moe.cpp"
            "csrc/cpu/sgl-kernels/moe_int8.cpp"
            "csrc/cpu/sgl-kernels/moe_fp8.cpp"
            ${VLLM_EXT_SRC})
        add_compile_definitions(-DCPU_CAPABILITY_AVX512)
    endif()
262
263
264
265
elseif(POWER10_FOUND)
    set(VLLM_EXT_SRC
        "csrc/cpu/quant.cpp"
        ${VLLM_EXT_SRC})
266
267
endif()

268
269
message(STATUS "CPU extension source files: ${VLLM_EXT_SRC}")

270
271
272
273
#
# Define extension targets
#

274
275
276
277
278
define_gpu_extension_target(
    _C
    DESTINATION vllm
    LANGUAGE CXX
    SOURCES ${VLLM_EXT_SRC}
279
    LIBRARIES ${LIBS}
280
    COMPILE_FLAGS ${CXX_COMPILE_FLAGS}
281
282
    USE_SABI 3
    WITH_SOABI
283
284
)

285
message(STATUS "Enabling C extension.")