-
Notifications
You must be signed in to change notification settings - Fork 2
/
Copy pathCMakeLists.txt
311 lines (257 loc) · 11.9 KB
/
CMakeLists.txt
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
cmake_minimum_required(VERSION 3.14)
project(test-openmp)
include(CheckCXXCompilerFlag)
include(ExternalProject)
include(FetchContent)
enable_testing()
include_directories("${CMAKE_CURRENT_SOURCE_DIR}/xbyak")
add_definitions(-fno-operator-names)
# GFLAGS
find_library(GFLAGS_LIB NAMES gflags)
find_path(GFLAGS_INCLUDES NAMES gflags.h PATHS /usr/include/gflags/)
message("GFLAGS INCLUDES: ${GFLAGS_INCLUDES}")
include_directories(SYSTEM ${GFLAGS_INCLUDES})
if(DEFINED OMP_EMUL)
add_definitions(-DOMP_EMUL)
endif()
# testing openmp program
set(OpenMP_Test_Source
" int main()
{
const int asize = 8;
int a[asize] = {1,2,3,4,5,6,7,8};
int sum = a[0];
# pragma omp parallel for reduction(+:sum)
for (int i=1; i<asize; ++i) {
sum += a[i];
}
return 0;
}")
file(WRITE ${CMAKE_BINARY_DIR}/test_openmp.cpp "${OpenMP_Test_Source}")
if(NOT DEFINED INTEL_OMP_DIR)
find_package(OpenMP)
if(OPENMP_FOUND)
set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} ${OpenMP_CXX_FLAGS}")
try_compile(COMPILE_SUCCEEDED ${CMAKE_BINARY_DIR} ${CMAKE_BINARY_DIR}/test_openmp.cpp COMPILE_DEFINITIONS "-fopenmp -Werror -Wunknown-pragmas")
if(COMPILE_SUCCEEDED)
message("OpenMP SIMD present")
endif()
else()
message("OpenMP support missing in compiler")
endif()
else() # Here Intel openmp section
set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -fopenmp ")
try_compile(COMPILE_SUCCEEDED ${CMAKE_BINARY_DIR} ${CMAKE_BINARY_DIR}/test_openmp.cpp COMPILE_DEFINITIONS "-fopenmp -Werror -Wunknown-pragmas" LINK_OPTIONS "-Wl,--as-needed -L${INTEL_OMP_DIR}" LINK_LIBRAIRES "iomp5")
link_directories(${INTEL_OMP_DIR})
add_link_options(-Wl,--as-needed)
link_libraries(iomp5)
endif()
find_package(Git)
if(UNIX)
CHECK_CXX_COMPILER_FLAG("-std=c++11" COMPILER_SUPPORTS_CXX11)
CHECK_CXX_COMPILER_FLAG("-std=c++0x" COMPILER_SUPPORTS_CXX0X)
if(COMPILER_SUPPORTS_CXX11)
add_definitions(-std=c++11)
elseif(COMPILER_SUPPORTS_CXX0X)
add_definitions(-std=c++0x)
endif()
endif()
FetchContent_Declare(
dnnl
GIT_REPOSITORY https://github.com/intel/mkl-dnn
GIT_TAG v1.2
GIT_SHALLOW TRUE
)
FetchContent_MakeAvailable(dnnl)
find_program(PERF NAMES perf)
if(PERF)
message(STATUS "Perf found!")
SET(PERFMON "extern_perfmon")
ExternalProject_Add(
${PERFMON}
GIT_REPOSITORY "https://git.code.sf.net/p/perfmon2/libpfm4.git"
GIT_TAG "v4.10.1"
SOURCE_DIR "extern_perfmon"
BUILD_IN_SOURCE "True"
UPDATE_COMMAND ""
CONFIGURE_COMMAND ""
BUILD_COMMAND "make"
INSTALL_COMMAND ""
GIT_SHALLOW TRUE
)
# Variables that may be needed for certain algorithms
if (NOT DEFINED N)
set(N "1")
endif()
if (NOT DEFINED C)
set(C "1")
endif()
if (NOT DEFINED H)
set(H "1")
endif()
if (NOT DEFINED W)
set(W "1")
endif()
if (NOT DEFINED NF)
set(NF "1")
endif()
if (NOT DEFINED HF)
set(HF "1")
endif()
if (NOT DEFINED WF)
set(WF "1")
endif()
if (NOT DEFINED ALGO)
set(ALGO "sum")
endif()
if (NOT DEFINED COLD_CACHES)
set(COLD_CACHES "false")
endif()
if (NOT DEFINED THREADING)
set(THREADING "full")
endif()
if (NOT DEFINED CHARTS)
set(CHARTS "absolute")
endif()
if (NOT DEFINED UNCORE_IMC_0_TYPE)
set(UNCORE_IMC_0_TYPE "11")
endif()
###################################
message(STATUS "N=${N} C=${C} H=${H} W=${W} NF=${NF} HF=${HF} WF=${WF} ALGO=${ALGO} COLD_CACHES=${COLD_CACHES} THREADING=${THREADING} CHARTS=${CHARTS} UNCORE_IMC_0_TYPE=${UNCORE_IMC_0_TYPE}")
add_custom_target(
work
COMMAND ${CMAKE_COMMAND} -E echo N=${N} C=${C} H=${H} W=${W}
COMMAND ${CMAKE_COMMAND} -DPERFMON=${PERFMON} -DN=${N} -DC=${C} -DH=${H} -DW=${W} -DALGO=${ALGO} -DTHREADING=${THREADING} -P ${CMAKE_CURRENT_SOURCE_DIR}/cmake/get_codes.cmake | grep -e FLOPS | cut -d ":" -f 2 | tee work.txt
WORKING_DIRECTORY ${CMAKE_CURRENT_BIN_DIR}
DEPENDS ${PERFMON} test-openmp-gomp
)
endif(PERF)
add_definitions(-Wall -mavx)
add_definitions(-fopt-info-vec-optimized)
include_directories(${CMAKE_CURRENT_SOURCE_DIR})
add_library(assembly_dump ${CMAKE_CURRENT_SOURCE_DIR}/main.cpp
${CMAKE_CURRENT_SOURCE_DIR}/kernels/kernel.cpp)
set_target_properties(assembly_dump PROPERTIES PREFIX "")
set_target_properties(assembly_dump PROPERTIES OUTPUT_NAME "assembly_dump.asm")
set_target_properties(assembly_dump PROPERTIES SUFFIX "")
set_target_properties(assembly_dump PROPERTIES COMPILE_FLAGS "-DUNCORE_IMC_0_TYPE=${UNCORE_IMC_0_TYPE} -DNumF=${NF} -DHeightF=${HF} -DWidthF=${WF} -DGENERATE_ASSEMBLY -S -masm=intel -fopt-info-vec-optimized")
add_executable(test-openmp-gomp ${CMAKE_CURRENT_SOURCE_DIR}/main.cpp ${CMAKE_CURRENT_SOURCE_DIR}/kernels/kernel.cpp
"${CMAKE_CURRENT_SOURCE_DIR}/kernels/dnnl_fp32_fc_kernel.cpp"
"${CMAKE_CURRENT_SOURCE_DIR}/kernels/dnnl_fp32_conv_kernel.cpp"
"${CMAKE_CURRENT_SOURCE_DIR}/kernels/dnnl_fp32_conv_blocked_kernel.cpp"
"${CMAKE_CURRENT_SOURCE_DIR}/kernels/dnnl_fp32_conv_winograd_kernel.cpp"
"${CMAKE_CURRENT_SOURCE_DIR}/kernels/dnnl_fp32_binary_kernel.cpp"
"${CMAKE_CURRENT_SOURCE_DIR}/kernels/dnnl_fp32_binary_blocked_kernel.cpp"
"${CMAKE_CURRENT_SOURCE_DIR}/kernels/dnnl_fp32_eltwise_kernel.cpp"
"${CMAKE_CURRENT_SOURCE_DIR}/kernels/dnnl_fp32_eltwise_blocked_kernel.cpp"
"${CMAKE_CURRENT_SOURCE_DIR}/kernels/dnnl_fp32_layer_norm_kernel.cpp"
"${CMAKE_CURRENT_SOURCE_DIR}/kernels/dnnl_fp32_pool_kernel.cpp"
"${CMAKE_CURRENT_SOURCE_DIR}/kernels/dnnl_fp32_pool_blocked_kernel.cpp"
"${CMAKE_CURRENT_SOURCE_DIR}/xbyak/xbyak/xbyak.h")
set_target_properties(test-openmp-gomp PROPERTIES COMPILE_FLAGS "-DUNCORE_IMC_0_TYPE=${UNCORE_IMC_0_TYPE} -DNumF=${NF} -DHeightF=${HF} -DWidthF=${WF} -DRUNTIME_TEST")
target_link_libraries(test-openmp-gomp m ${GFLAGS_LIB} dnnl)
# Memory traffic counting build
add_executable(test-memory-traffic ${CMAKE_CURRENT_SOURCE_DIR}/main.cpp ${CMAKE_CURRENT_SOURCE_DIR}/kernels/kernel.cpp
"${CMAKE_CURRENT_SOURCE_DIR}/kernels/dnnl_fp32_fc_kernel.cpp"
"${CMAKE_CURRENT_SOURCE_DIR}/kernels/dnnl_fp32_conv_kernel.cpp"
"${CMAKE_CURRENT_SOURCE_DIR}/kernels/dnnl_fp32_conv_blocked_kernel.cpp"
"${CMAKE_CURRENT_SOURCE_DIR}/kernels/dnnl_fp32_conv_winograd_kernel.cpp"
"${CMAKE_CURRENT_SOURCE_DIR}/kernels/dnnl_fp32_binary_kernel.cpp"
"${CMAKE_CURRENT_SOURCE_DIR}/kernels/dnnl_fp32_binary_blocked_kernel.cpp"
"${CMAKE_CURRENT_SOURCE_DIR}/kernels/dnnl_fp32_eltwise_kernel.cpp"
"${CMAKE_CURRENT_SOURCE_DIR}/kernels/dnnl_fp32_eltwise_blocked_kernel.cpp"
"${CMAKE_CURRENT_SOURCE_DIR}/kernels/dnnl_fp32_layer_norm_kernel.cpp"
"${CMAKE_CURRENT_SOURCE_DIR}/kernels/dnnl_fp32_pool_kernel.cpp"
"${CMAKE_CURRENT_SOURCE_DIR}/kernels/dnnl_fp32_pool_blocked_kernel.cpp"
"${CMAKE_CURRENT_SOURCE_DIR}/xbyak/xbyak/xbyak.h")
set_target_properties(test-memory-traffic PROPERTIES COMPILE_FLAGS "-DUNCORE_IMC_0_TYPE=${UNCORE_IMC_0_TYPE} -DNumF=${NF} -DHeightF=${HF} -DWidthF=${WF} -DMEMORY_TRAFFIC_COUNT")
target_link_libraries(test-memory-traffic m ${GFLAGS_LIB} dnnl)
# to compute operational intensity we need to count memory
# traffic and work(FLOPS needed for algorithm execution)
add_custom_target(
traffic
COMMENT "Measuring memory traffic of kernel (LLC to DRAM)"
COMMAND ${CMAKE_COMMAND} -DN=${N} -DC=${C} -DH=${H} -DW=${W} -DALGO=${ALGO} -DCOLD_CACHES=${COLD_CACHES} -DTHREADING=${THREADING} -P ${CMAKE_CURRENT_SOURCE_DIR}/cmake/get_traffic.cmake
DEPENDS test-memory-traffic
)
# roofline needs memtest and cputest
# it does need memory throughput [GB/sec]
# and cpu throughput [GFLOPS/sec]
# If numa exists we use it to enforce execution on one or two sockets
find_program(ISNUMA NAMES numactl)
if((THREADING STREQUAL "single") OR (ISNUMA STREQUAL "ISNUMA-NOTFOUND") )
add_custom_target(
memtest
COMMENT "Performing ${THREADING} peak memory test:"
COMMAND ${CMAKE_BINARY_DIR}/test-openmp-gomp --memtest --threading=${THREADING} | grep -ie "Memory Throughput" | cut -d ":" -f 2 | cut -d "[" -f 1 | tee memtest-1.txt
COMMAND echo "0" | tee memtest-2.txt
DEPENDS test-openmp-gomp
VERBATIM
)
elseif(THREADING STREQUAL "socket")
add_custom_target(
memtest
COMMENT "Performing socket peak memory test (using numactl):"
COMMAND numactl -m 0 -N 0 ${CMAKE_BINARY_DIR}/test-openmp-gomp --memtest --threading=${THREADING} | grep -ie "Memory Throughput" | cut -d ":" -f 2 | cut -d "[" -f 1 | tee memtest-1.txt
COMMAND echo "0" | tee memtest-2.txt
DEPENDS test-openmp-gomp
#VERBATIM # VERBATIM environemnt does add quotes around & character. Not sure why
)
else() # "full"
# If possible use numactl to enfroce allocation and execution on the same socket
# For Xeons we run two copies of program (one per socket) in parallel to get total bandwidth
# This allow to get best Memory throughput on Xeon platforms
add_custom_target(
memtest
COMMENT "Performing two-sockets peak memory test (using numactl):"
COMMAND numactl -m 0 -N 0 ${CMAKE_BINARY_DIR}/test-openmp-gomp --memtest | grep -ie "Memory Throughput" | cut -d ":" -f 2 | cut -d "[" -f 1 | tee memtest-1.txt & numactl -m 1 -N 1 ${CMAKE_BINARY_DIR}/test-openmp-gomp --memtest | grep -ie "Memory Throughput" | cut -d ":" -f 2 | cut -d "[" -f 1 | tee memtest-2.txt
DEPENDS test-openmp-gomp
#VERBATIM # VERBATIM environemnt does add quotes around & character. Not sure why
)
endif()
add_custom_target(
cputest
COMMENT "Performing peak cpu test:"
COMMAND ${CMAKE_BINARY_DIR}/test-openmp-gomp --cputest --threading=${THREADING} | grep -e "Benchmarked" | cut -d " " -f 4 | tee cputest.txt
DEPENDS test-openmp-gomp
VERBATIM
)
# Optional target trying disable turbo boost
# for intel pstate driver
add_custom_target(
disable_turbo_boost
COMMENT "Disabling TURBO BOOST using intel pstate"
COMMAND cmake -DVAL="1" -P ${CMAKE_CURRENT_SOURCE_DIR}/cmake/turbo_boost.cmake
)
# Optional target trying disable turbo boost
# for intel pstate driver
add_custom_target(
enable_turbo_boost
COMMENT "Enabling TURBO BOOST using intel pstate"
COMMAND cmake -DVAL="0" -P ${CMAKE_CURRENT_SOURCE_DIR}/cmake/turbo_boost.cmake )
add_custom_target(
runtime
COMMENT "Performing runtime test (Make sure TURBO BOOST is disabled!)"
COMMAND cmake -DN=${N} -DC=${C} -DH=${H} -DW=${W} -DALGO=${ALGO} -DCOLD_CACHES=${COLD_CACHES} -DTHREADING=${THREADING} -P ${CMAKE_CURRENT_SOURCE_DIR}/cmake/get_runtime.cmake
DEPENDS test-openmp-gomp
)
add_custom_target(
roofline
COMMAND cmake -DCHARTS=${CHARTS} -P ${CMAKE_CURRENT_SOURCE_DIR}/cmake/get_roofline.cmake
DEPENDS memtest cputest traffic work runtime
)
# Unit tests
add_test( b1a ${CMAKE_CURRENT_BIN_DIR}/test-openmp-gomp )
add_test( b1_c50 ${CMAKE_CURRENT_BIN_DIR}/test-openmp-gomp --batch_size 1 --channel_size 50 )
add_test( b2_c1000 ${CMAKE_CURRENT_BIN_DIR}/test-openmp-gomp --batch_size 2 --channel_size 1000 --num_reps 1)
add_test( b2_c1007 ${CMAKE_CURRENT_BIN_DIR}/test-openmp-gomp --batch_size 2 --channel_size 1007 --num_reps 2)
add_test( b4_c50 ${CMAKE_CURRENT_BIN_DIR}/test-openmp-gomp --batch_size 4 --channel_size 50 )
add_test( b300_c50 ${CMAKE_CURRENT_BIN_DIR}/test-openmp-gomp --batch_size 300 --channel_size 50 --num_reps 2)
add_test( b300_c500 ${CMAKE_CURRENT_BIN_DIR}/test-openmp-gomp --batch_size 300 --channel_size 500 --num_reps 1)
add_test( alexnet_c1 ${CMAKE_CURRENT_BIN_DIR}/test-openmp-gomp --batch_size 100 --channel_size 3 --height=227 --width=227 --algo=dnnl_nchw_conv --num_reps 2)
add_test( alexnet_c1b ${CMAKE_CURRENT_BIN_DIR}/test-openmp-gomp --batch_size 100 --channel_size 3 --height=227 --width=227 --algo=dnnl_blocked_conv --num_reps 2)
add_test( alexnet_r1 ${CMAKE_CURRENT_BIN_DIR}/test-openmp-gomp --batch_size 100 --channel_size 96 --height=55 --width=55 --algo=dnnl_nchw_relu --num_reps 2)
add_test( bert_ln ${CMAKE_CURRENT_BIN_DIR}/test-openmp-gomp --batch_size 100 --channel_size 768 --height=32 --width=4 --algo=dnnl_tnc_layer_norm --num_reps 2)
add_test( bert_ln_cold ${CMAKE_CURRENT_BIN_DIR}/test-openmp-gomp --batch_size 100 --channel_size 768 --height=32 --width=4 --algo=dnnl_tnc_layer_norm --cold_caches=true --num_reps 2)
add_test( pool_avg_nchw ${CMAKE_CURRENT_BIN_DIR}/test-openmp-gomp --algo=dnnl_nchw_pool_avg --batch_size 100 --channel_size=100 --width=227 --height=227 --width=4 --num_reps 2)
add_test( pool_avg_blocked ${CMAKE_CURRENT_BIN_DIR}/test-openmp-gomp --algo=dnnl_blocked_pool_avg --batch_size 100 --channel_size=100 --width=227 --height=227 --width=4 --num_reps 2)