Hugging Face's logo

svjack
/
sd-ggml-cpp-dp

Model card Files
xet
Community
sd-ggml-cpp-dp
File size: 13,145 Bytes 
13d3ba0
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
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
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
 
# check systems
if (NOT UNAME_S)
    execute_process(COMMAND uname -s OUTPUT_VARIABLE UNAME_S)
endif()
if (NOT UNAME_P)
    execute_process(COMMAND uname -p OUTPUT_VARIABLE UNAME_P)
endif()
if (NOT UNAME_M)
    execute_process(COMMAND uname -m OUTPUT_VARIABLE UNAME_M)
endif()
#message(STATUS "UNAME_S: ${UNAME_S}  UNAME_P: ${UNAME_P}  UNAME_M: ${UNAME_M}")

# Mac OS + Arm can report x86_64
# ref: https://github.com/ggerganov/whisper.cpp/issues/66#issuecomment-1282546789
if (UNAME_S MATCHES "Darwin")
    if (NOT UNAME_P MATCHES "arm")
        execute_process(COMMAND sysctl -n hw.optional.arm64 OUTPUT_VARIABLE SYSCTL_M)
        if (SYSCTL_M MATCHES "1")
            #set(UNAME_P "arm")
            #set(UNAME_M "arm64")
            message(WARNING "Your arch is announced as x86_64, but it seems to actually be ARM64. Not fixing that can lea
d to bad performance. For more info see: https://github.com/ggerganov/whisper.cpp/issues/66\#issuecomment-#1282546789")
        endif()
    endif()
endif()

if (${CMAKE_SYSTEM_PROCESSOR} MATCHES "arm" OR ${CMAKE_SYSTEM_PROCESSOR} MATCHES "aarch64")
    message(STATUS "ARM detected")
    #set(CMAKE_C_FLAGS "${CMAKE_C_FLAGS} -mcpu=apple-m1")
elseif (${CMAKE_SYSTEM_PROCESSOR} MATCHES "ppc64le" OR ${CMAKE_SYSTEM_PROCESSOR} MATCHES "ppc64")
    message(STATUS "PPC64 detected")
    set(CMAKE_C_FLAGS "${CMAKE_C_FLAGS} -mpower9-vector")
else()
    message(STATUS "x86 detected")
    #set(CMAKE_C_FLAGS "${CMAKE_C_FLAGS} -mavx -mavx2 -mfma -mf16c")
    if (UNAME_S MATCHES "Darwin")
        execute_process(COMMAND sysctl machdep.cpu.features OUTPUT_VARIABLE AVX1_M)
        if (AVX1_M MATCHES "AVX1.0")
            set(CMAKE_C_FLAGS "${CMAKE_C_FLAGS} -mavx")
        endif()
        execute_process(COMMAND sysctl machdep.cpu.leaf7_features OUTPUT_VARIABLE AVX2_M)
        if (AVX2_M MATCHES "AVX2")
            set(CMAKE_C_FLAGS "${CMAKE_C_FLAGS} -mavx2")
        endif()
        if (AVX1_M MATCHES "FMA")
            set(CMAKE_C_FLAGS "${CMAKE_C_FLAGS} -mfma")
        endif()
        set(CMAKE_C_FLAGS "${CMAKE_C_FLAGS} -mf16c")
    elseif (UNAME_S MATCHES "Linux")
        message(STATUS "Linux detected")
        execute_process(COMMAND grep "avx " /proc/cpuinfo OUTPUT_VARIABLE AVX1_M)
        if (AVX1_M MATCHES "avx")
            set(CMAKE_C_FLAGS "${CMAKE_C_FLAGS} -mavx")
        endif()
        execute_process(COMMAND grep "avx2 " /proc/cpuinfo OUTPUT_VARIABLE AVX2_M)
        if (AVX2_M MATCHES "avx2")
            set(CMAKE_C_FLAGS "${CMAKE_C_FLAGS} -mavx2")
        endif()
        execute_process(COMMAND grep "fma " /proc/cpuinfo OUTPUT_VARIABLE FMA_M)
        if (FMA_M MATCHES "fma")
            set(CMAKE_C_FLAGS "${CMAKE_C_FLAGS} -mfma")
        endif()
        execute_process(COMMAND grep "f16c " /proc/cpuinfo OUTPUT_VARIABLE F16C_M)
        if (F16C_M MATCHES "f16c")
            set(CMAKE_C_FLAGS "${CMAKE_C_FLAGS} -mf16c")
        endif()
        execute_process(COMMAND grep "sse3 " /proc/cpuinfo OUTPUT_VARIABLE SSE3_M)
        if (SSE3_M MATCHES "sse3")
            set(CMAKE_C_FLAGS "${CMAKE_C_FLAGS} -msse3")
        endif()
    elseif (UNAME_S MATCHES "Haiku")
        message(STATUS "Haiku detected")
	execute_process(COMMAND sysinfo -cpu COMMAND grep "AVX " OUTPUT_VARIABLE AVX1_M)
        if (AVX1_M MATCHES "avx")
            set(CMAKE_C_FLAGS "${CMAKE_C_FLAGS} -mavx")
        endif()
	execute_process(COMMAND sysinfo -cpu COMMAND grep "AVX2 " OUTPUT_VARIABLE AVX2_M)
        if (AVX2_M MATCHES "avx2")
            set(CMAKE_C_FLAGS "${CMAKE_C_FLAGS} -mavx2")
        endif()
	execute_process(COMMAND sysinfo -cpu COMMAND grep "FMA " OUTPUT_VARIABLE FMA_M)
        if (FMA_M MATCHES "fma")
            set(CMAKE_C_FLAGS "${CMAKE_C_FLAGS} -mfma")
        endif()
	execute_process(COMMAND sysinfo -cpu COMMAND grep "F16C " OUTPUT_VARIABLE F16C_M)
        if (F16C_M MATCHES "f16c")
            set(CMAKE_C_FLAGS "${CMAKE_C_FLAGS} -mf16c")
        endif()
    elseif (MSVC)
        if (GGML_AVX512)
            set(CMAKE_C_FLAGS "${CMAKE_C_FLAGS} /arch:AVX512")
            # MSVC has no compile-time flags enabling specific
            # AVX512 extensions, neither it defines the
            # macros corresponding to the extensions.
            # Do it manually.
            if (GGML_AVX512_VBMI)
                add_compile_definitions(__AVX512VBMI__)
            endif()
            if (GGML_AVX512_VNNI)
                add_compile_definitions(__AVX512VNNI__)
            endif()
        elseif (GGML_AVX2)
            set(CMAKE_C_FLAGS "${CMAKE_C_FLAGS} /arch:AVX2")
        elseif (GGML_AVX)
            set(CMAKE_C_FLAGS "${CMAKE_C_FLAGS} /arch:AVX")
        endif()
    else()
        set(CMAKE_C_FLAGS  "${CMAKE_C_FLAGS} -mfma -mf16c -mavx -mavx2")
    endif()
endif()

# on APPLE - include Accelerate framework
if (APPLE AND NOT GGML_NO_ACCELERATE)
    find_library(ACCELERATE_FRAMEWORK Accelerate)
    if (ACCELERATE_FRAMEWORK)
        message(STATUS "Accelerate framework found")

        set(GGML_EXTRA_LIBS  ${GGML_EXTRA_LIBS}  ${ACCELERATE_FRAMEWORK})
        set(GGML_EXTRA_FLAGS ${GGML_EXTRA_FLAGS} -DGGML_USE_ACCELERATE)
    else()
        message(WARNING "Accelerate framework not found")
    endif()
endif()

if (GGML_OPENBLAS)
    set(OPENBLAS_INCLUDE_SEARCH_PATHS
        /usr/include
        /usr/include/openblas
        /usr/include/openblas-base
        /usr/local/include
        /usr/local/include/openblas
        /usr/local/include/openblas-base
        /opt/OpenBLAS/include
        $ENV{OpenBLAS_HOME}
        $ENV{OpenBLAS_HOME}/include
        )
    find_path(OPENBLAS_INC NAMES cblas.h PATHS ${OPENBLAS_INCLUDE_SEARCH_PATHS})
    find_library(OPENBLAS_LIB NAMES openblas libopenblas)
    if (OPENBLAS_LIB)
        message(STATUS "OpenBLAS found")

        set(GGML_EXTRA_LIBS  ${GGML_EXTRA_LIBS}  ${OPENBLAS_LIB})
        set(GGML_EXTRA_INCS  ${GGML_EXTRA_INCS}  ${OPENBLAS_INC})
        set(GGML_EXTRA_FLAGS ${GGML_EXTRA_FLAGS} -DGGML_USE_OPENBLAS)
    else()
        message(WARNING "OpenBLAS not found")
    endif()
endif()

# undefine NDEBUG so asserts don't get disabled in tests
add_definitions(-UNDEBUG)

#
# test-vec0

set(TEST_TARGET test-vec0)
add_executable(${TEST_TARGET} ${TEST_TARGET}.c)
target_link_libraries(${TEST_TARGET} PRIVATE ggml)

#
# test-vec1 (x86)
if (${CMAKE_SYSTEM_PROCESSOR} MATCHES "x86" AND "${CMAKE_C_FLAGS}" MATCHES "avx")
    set(TEST_TARGET test-vec1)
    add_executable(${TEST_TARGET} ${TEST_TARGET}.c)
    target_link_libraries(${TEST_TARGET} PRIVATE ggml)
endif()

#
# test-vec2 (arm)
if (${CMAKE_SYSTEM_PROCESSOR} MATCHES "arm")
    set(TEST_TARGET test-vec2)
    add_executable(${TEST_TARGET} ${TEST_TARGET}.c)
    target_link_libraries(${TEST_TARGET} PRIVATE ggml)
endif()

#
# test-grad0

set(TEST_TARGET test-grad0)
add_executable(${TEST_TARGET} ${TEST_TARGET}.cpp)
target_link_libraries(${TEST_TARGET} PRIVATE ggml)
add_test(NAME ${TEST_TARGET} COMMAND $<TARGET_FILE:${TEST_TARGET}>)
set_property(TEST ${TEST_TARGET} PROPERTY ENVIRONMENT "LLVM_PROFILE_FILE=${TEST_TARGET}.profraw")

#
# test-opt

set(TEST_TARGET test-opt)
add_executable(${TEST_TARGET} ${TEST_TARGET}.cpp)
target_link_libraries(${TEST_TARGET} PRIVATE ggml)
add_test(NAME ${TEST_TARGET} COMMAND $<TARGET_FILE:${TEST_TARGET}>)
set_property(TEST ${TEST_TARGET} PROPERTY ENVIRONMENT "LLVM_PROFILE_FILE=${TEST_TARGET}.profraw")

#
# test-quantize-fns

set(TEST_TARGET test-quantize-fns)
add_executable(${TEST_TARGET} ${TEST_TARGET}.cpp)
target_link_libraries(${TEST_TARGET} PRIVATE ggml)
add_test(NAME ${TEST_TARGET} COMMAND $<TARGET_FILE:${TEST_TARGET}>)
set_property(TEST ${TEST_TARGET} PROPERTY ENVIRONMENT "LLVM_PROFILE_FILE=${TEST_TARGET}.profraw")

#
# test-quantize-perf

set(TEST_TARGET test-quantize-perf)
add_executable(${TEST_TARGET} ${TEST_TARGET}.cpp)
target_link_libraries(${TEST_TARGET} PRIVATE ggml)
add_test(NAME ${TEST_TARGET} COMMAND $<TARGET_FILE:${TEST_TARGET}>)
set_property(TEST ${TEST_TARGET} PROPERTY ENVIRONMENT "LLVM_PROFILE_FILE=${TEST_TARGET}.profraw")

#
# test-mul-mat0

set(TEST_TARGET test-mul-mat0)
add_executable(${TEST_TARGET} ${TEST_TARGET}.c)
target_link_libraries(${TEST_TARGET} PRIVATE ggml ${GGML_EXTRA_LIBS})
if (MSVC)
    target_link_options(${TEST_TARGET} PRIVATE "/STACK: 8388608") # 8MB
endif()
target_compile_options(${TEST_TARGET} PRIVATE ${GGML_EXTRA_FLAGS})
add_test(NAME ${TEST_TARGET} COMMAND $<TARGET_FILE:${TEST_TARGET}>)
set_property(TEST ${TEST_TARGET} PROPERTY ENVIRONMENT "LLVM_PROFILE_FILE=${TEST_TARGET}.profraw")

#
# test-mul-mat1 (arm)

if (${CMAKE_SYSTEM_PROCESSOR} MATCHES "arm" AND NOT GGML_NO_ACCELERATE)
    set(TEST_TARGET test-mul-mat1)
    add_executable(${TEST_TARGET} ${TEST_TARGET}.c)
    target_link_libraries(${TEST_TARGET} PRIVATE ggml ${GGML_EXTRA_LIBS})
    target_compile_options(${TEST_TARGET} PRIVATE ${GGML_EXTRA_FLAGS})
endif()

#
# test-blas0 (arm)

if (${CMAKE_SYSTEM_PROCESSOR} MATCHES "arm" AND NOT GGML_NO_ACCELERATE)
    set(TEST_TARGET test-blas0)
    add_executable(${TEST_TARGET} ${TEST_TARGET}.c)
    target_link_libraries(${TEST_TARGET} PRIVATE ggml ${GGML_EXTRA_LIBS})
    target_compile_options(${TEST_TARGET} PRIVATE ${GGML_EXTRA_FLAGS})
    add_test(NAME ${TEST_TARGET} COMMAND $<TARGET_FILE:${TEST_TARGET}> 128 128 128)
    set_property(TEST ${TEST_TARGET} PROPERTY ENVIRONMENT "LLVM_PROFILE_FILE=${TEST_TARGET}.profraw")
endif()

#
# test-mul-mat2

set(TEST_TARGET test-mul-mat2)
add_executable(${TEST_TARGET} ${TEST_TARGET}.c)
target_link_libraries(${TEST_TARGET} PRIVATE ggml)
add_test(NAME ${TEST_TARGET} COMMAND $<TARGET_FILE:${TEST_TARGET}>)
set_property(TEST ${TEST_TARGET} PROPERTY ENVIRONMENT "LLVM_PROFILE_FILE=${TEST_TARGET}.profraw")

#
# test0

set(TEST_TARGET test0)
add_executable(${TEST_TARGET} ${TEST_TARGET}.c)
target_link_libraries(${TEST_TARGET} PRIVATE ggml)
add_test(NAME ${TEST_TARGET} COMMAND $<TARGET_FILE:${TEST_TARGET}>)
set_property(TEST ${TEST_TARGET} PROPERTY ENVIRONMENT "LLVM_PROFILE_FILE=${TEST_TARGET}.profraw")

#
# test1

set(TEST_TARGET test1)
add_executable(${TEST_TARGET} ${TEST_TARGET}.c)
target_link_libraries(${TEST_TARGET} PRIVATE ggml)
if (MSVC)
    target_link_options(${TEST_TARGET} PRIVATE "/STACK: 8388608") # 8MB
endif()
add_test(NAME ${TEST_TARGET} COMMAND $<TARGET_FILE:${TEST_TARGET}>)
set_property(TEST ${TEST_TARGET} PROPERTY ENVIRONMENT "LLVM_PROFILE_FILE=${TEST_TARGET}.profraw")

#
# test2

set(TEST_TARGET test2)
add_executable(${TEST_TARGET} ${TEST_TARGET}.c)
target_link_libraries(${TEST_TARGET} PRIVATE ggml)
add_test(NAME ${TEST_TARGET} COMMAND $<TARGET_FILE:${TEST_TARGET}>)
set_property(TEST ${TEST_TARGET} PROPERTY ENVIRONMENT "LLVM_PROFILE_FILE=${TEST_TARGET}.profraw")

#
# test3

set(TEST_TARGET test3)
add_executable(${TEST_TARGET} ${TEST_TARGET}.c)
target_link_libraries(${TEST_TARGET} PRIVATE ggml)
add_test(NAME ${TEST_TARGET} COMMAND $<TARGET_FILE:${TEST_TARGET}>)
set_property(TEST ${TEST_TARGET} PROPERTY ENVIRONMENT "LLVM_PROFILE_FILE=${TEST_TARGET}.profraw")

#
# test-pool

set(TEST_TARGET test-pool)
add_executable(${TEST_TARGET} ${TEST_TARGET}.c)
target_link_libraries(${TEST_TARGET} PRIVATE ggml)
if (MSVC)
    target_link_options(${TEST_TARGET} PRIVATE "/STACK: 8388608") # 8MB
endif()
add_test(NAME ${TEST_TARGET} COMMAND $<TARGET_FILE:${TEST_TARGET}>)
set_property(TEST ${TEST_TARGET} PROPERTY ENVIRONMENT "LLVM_PROFILE_FILE=${TEST_TARGET}.profraw")

#
# test-conv-transpose

set(TEST_TARGET test-conv-transpose)
add_executable(${TEST_TARGET} ${TEST_TARGET}.c)
target_link_libraries(${TEST_TARGET} PRIVATE ggml)
add_test(NAME ${TEST_TARGET} COMMAND $<TARGET_FILE:${TEST_TARGET}>)

#
# test-rel-pos

set(TEST_TARGET test-rel-pos)
add_executable(${TEST_TARGET} ${TEST_TARGET}.c)
target_link_libraries(${TEST_TARGET} PRIVATE ggml)
add_test(NAME ${TEST_TARGET} COMMAND $<TARGET_FILE:${TEST_TARGET}>)

#
# test-svd0 (arm/x86)

if (${CMAKE_SYSTEM_PROCESSOR} MATCHES "arm" AND NOT GGML_NO_ACCELERATE)
    set(TEST_TARGET test-svd0)
    add_executable(${TEST_TARGET} ${TEST_TARGET}.c)
    target_link_libraries(${TEST_TARGET} PRIVATE ggml ${GGML_EXTRA_LIBS})
    target_compile_options(${TEST_TARGET} PRIVATE ${GGML_EXTRA_FLAGS})
elseif (${CMAKE_SYSTEM_PROCESSOR} MATCHES "x86" AND GGML_OPENBLAS)
    set(TEST_TARGET test-svd0)
    add_executable(${TEST_TARGET} ${TEST_TARGET}.c)
    target_link_libraries(${TEST_TARGET} PRIVATE ggml ${GGML_EXTRA_LIBS})
    target_compile_options(${TEST_TARGET} PRIVATE ${GGML_EXTRA_FLAGS})
endif()

#
# test-customop

set(TEST_TARGET test-customop)
add_executable(${TEST_TARGET} ${TEST_TARGET}.c)
target_link_libraries(${TEST_TARGET} PRIVATE ggml)
if (MSVC)
    target_link_options(${TEST_TARGET} PRIVATE "/STACK: 8388608") # 8MB
endif()
add_test(NAME ${TEST_TARGET} COMMAND $<TARGET_FILE:${TEST_TARGET}>)
set_property(TEST ${TEST_TARGET} PROPERTY ENVIRONMENT "LLVM_PROFILE_FILE=${TEST_TARGET}.profraw")

#
# test-xpos

set(TEST_TARGET test-xpos)
add_executable(${TEST_TARGET} ${TEST_TARGET}.c)
target_link_libraries(${TEST_TARGET} PRIVATE ggml)
add_test(NAME ${TEST_TARGET} COMMAND $<TARGET_FILE:${TEST_TARGET}>)
set_property(TEST ${TEST_TARGET} PROPERTY ENVIRONMENT "LLVM_PROFILE_FILE=${TEST_TARGET}.profraw")