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This patch enables libmvec on AArch64. The proposed change is mainly implementing build infrastructure to add the new routines to ABI, tests and benchmarks. I have demonstrated how this all fits together by adding implementations for vector cos, in both single and double precision, targeting both Advanced SIMD and SVE. The implementations of the routines themselves are just loops over the scalar routine from libm for now, as we are more concerned with getting the plumbing right at this point. We plan to contribute vector routines from the Arm Optimized Routines repo that are compliant with requirements described in the libmvec wiki. Building libmvec requires minimum GCC 10 for SVE ACLE. To avoid raising the minimum GCC by such a big jump, we allow users to disable libmvec if their compiler is too old. Note that at this point users have to manually call the vector math functions. This seems to be acceptable to some downstream users. Reviewed-by: Szabolcs Nagy <szabolcs.nagy@arm.com> |
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.. | ||
libmvec | ||
scripts | ||
strcoll-inputs | ||
acos-inputs | ||
acosh-inputs | ||
asin-inputs | ||
asinh-inputs | ||
atan2-inputs | ||
atan-inputs | ||
atanh-inputs | ||
bench-arc4random.c | ||
bench-bzero-large.c | ||
bench-bzero-walk.c | ||
bench-bzero.c | ||
bench-dl-elf-hash.c | ||
bench-dl-new-hash.c | ||
bench-hash-funcs-kernel.h | ||
bench-hash-funcs.c | ||
bench-libmvec-skeleton.c | ||
bench-malloc-simple.c | ||
bench-malloc-thread.c | ||
bench-math-inlines.c | ||
bench-memccpy.c | ||
bench-memchr.c | ||
bench-memcmp.c | ||
bench-memcmpeq.c | ||
bench-memcpy-large.c | ||
bench-memcpy-random.c | ||
bench-memcpy-walk.c | ||
bench-memcpy.c | ||
bench-memmem.c | ||
bench-memmove-large.c | ||
bench-memmove-walk.c | ||
bench-memmove.c | ||
bench-mempcpy.c | ||
bench-memrchr.c | ||
bench-memset-large.c | ||
bench-memset-walk.c | ||
bench-memset-zero-large.c | ||
bench-memset-zero-walk.c | ||
bench-memset-zero.c | ||
bench-memset.c | ||
bench-nss-hash.c | ||
bench-pthread-lock-base.c | ||
bench-pthread-locks.c | ||
bench-pthread-mutex-lock.c | ||
bench-pthread-mutex-trylock.c | ||
bench-pthread-spin-lock.c | ||
bench-pthread-spin-trylock.c | ||
bench-rawmemchr.c | ||
bench-skeleton.c | ||
bench-stpcpy_chk.c | ||
bench-stpcpy.c | ||
bench-stpncpy.c | ||
bench-strcasecmp.c | ||
bench-strcasestr.c | ||
bench-strcat.c | ||
bench-strchr.c | ||
bench-strchrnul.c | ||
bench-strcmp.c | ||
bench-strcoll.c | ||
bench-strcpy_chk.c | ||
bench-strcpy.c | ||
bench-strcspn.c | ||
bench-string.h | ||
bench-strlen.c | ||
bench-strncasecmp.c | ||
bench-strncat.c | ||
bench-strncmp.c | ||
bench-strncpy.c | ||
bench-strnlen.c | ||
bench-strpbrk.c | ||
bench-strrchr.c | ||
bench-strsep.c | ||
bench-strspn.c | ||
bench-strstr.c | ||
bench-strtod.c | ||
bench-strtok.c | ||
bench-timing-type.c | ||
bench-timing.h | ||
bench-util.c | ||
bench-util.h | ||
bench-wcpcpy.c | ||
bench-wcpncpy.c | ||
bench-wcrtomb.c | ||
bench-wcscat.c | ||
bench-wcschr.c | ||
bench-wcschrnul.c | ||
bench-wcscmp.c | ||
bench-wcscpy.c | ||
bench-wcscspn.c | ||
bench-wcslen.c | ||
bench-wcsncat.c | ||
bench-wcsncmp.c | ||
bench-wcsncpy.c | ||
bench-wcsnlen.c | ||
bench-wcspbrk.c | ||
bench-wcsrchr.c | ||
bench-wcsspn.c | ||
bench-wmemchr.c | ||
bench-wmemcmp.c | ||
bench-wmemset.c | ||
cbrt-inputs | ||
cbrtl-inputs | ||
cos-inputs | ||
cosf-inputs | ||
cosh-inputs | ||
erf-inputs | ||
erfc-inputs | ||
exp2-inputs | ||
exp2f-inputs | ||
exp10-inputs | ||
exp10f-inputs | ||
exp-inputs | ||
expf128-inputs | ||
expf-inputs | ||
expm1-inputs | ||
ffs-inputs | ||
ffsll-inputs | ||
fmax-inputs | ||
fmaxf-inputs | ||
fmin-inputs | ||
fminf-inputs | ||
fmod-inputs | ||
fmodf-inputs | ||
hypot-inputs | ||
hypotf-inputs | ||
ilogb-inputs | ||
ilogbf128-inputs | ||
ilogbf-inputs | ||
isfinite-inputs | ||
isinf-inputs | ||
isnan-inputs | ||
j0-inputs | ||
j1-inputs | ||
json-lib.c | ||
json-lib.h | ||
lgamma-inputs | ||
log1p-inputs | ||
log2-inputs | ||
log2f-inputs | ||
log10-inputs | ||
log-inputs | ||
logb-inputs | ||
logbf-inputs | ||
logf-inputs | ||
Makefile | ||
modf-inputs | ||
pow-inputs | ||
powf128-inputs | ||
powf-inputs | ||
pthread_once-inputs | ||
pthread_once-source.c | ||
README | ||
rint-inputs | ||
roundeven-inputs | ||
roundevenf-inputs | ||
sin-inputs | ||
sincos-inputs | ||
sincosf-inputs | ||
sinf128-inputs | ||
sinf-inputs | ||
sinh-inputs | ||
sprintf-inputs | ||
sprintf-source.c | ||
sqrt-inputs | ||
tan-inputs | ||
tanh-inputs | ||
tgamma-inputs | ||
thread_create-inputs | ||
thread_create-source.c | ||
trunc-inputs | ||
truncf-inputs | ||
y0-inputs | ||
y1-inputs |
Using the glibc microbenchmark suite ==================================== The glibc microbenchmark suite automatically generates code for specified functions, builds and calls them repeatedly for given inputs to give some basic performance properties of the function. Running the benchmark: ===================== The benchmark needs python 2.7 or later in addition to the dependencies required to build the GNU C Library. One may run the benchmark by invoking make as follows: $ make bench This runs each function for 10 seconds and appends its output to benchtests/bench.out. To ensure that the tests are rebuilt, one could run: $ make bench-clean The duration of each test can be configured setting the BENCH_DURATION variable in the call to make. One should run `make bench-clean' before changing BENCH_DURATION. $ make BENCH_DURATION=1 bench The benchmark suite does function call measurements using architecture-specific high precision timing instructions whenever available. When such support is not available, it uses clock_gettime (CLOCK_MONOTONIC). One can force the benchmark to use clock_gettime by invoking make as follows: $ make USE_CLOCK_GETTIME=1 bench Again, one must run `make bench-clean' before changing the measurement method. On x86 processors, RDTSCP instruction provides more precise timing data than RDTSC instruction. All x86 processors since 2010 support RDTSCP instruction. One can force the benchmark to use RDTSCP by invoking make as follows: $ make USE_RDTSCP=1 bench One must run `make bench-clean' before changing the measurement method. Running benchmarks on another target: ==================================== If the target where you want to run benchmarks is not capable of building the code or you're cross-building, you could build and execute the benchmark in separate steps. On the build system run: $ make bench-build and then copy the source and build directories to the target and run the benchmarks from the build directory as usual: $ make bench make sure the copy preserves timestamps by using either rsync or scp -p otherwise the above command may try to build the benchmark again. Benchmarks that require generated code to be executed during the build are skipped when cross-building. Building benchmarks as static executables: ========================================= To build benchmarks as static executables, on the build system, run: $ make STATIC-BENCHTESTS=yes bench-build You can copy benchmark executables to another machine and run them without copying the source nor build directories. Running subsets of benchmarks: ============================== To run only a subset of benchmarks, one may invoke make as follows $ make bench BENCHSET="bench-pthread bench-math malloc-thread" where BENCHSET may be a space-separated list of the following values: bench-math bench-pthread bench-string hash-benchset malloc-thread math-benchset stdio-common-benchset stdlib-benchset string-benchset wcsmbs-benchset Adding a function to benchtests: =============================== If the name of the function is `foo', then the following procedure should allow one to add `foo' to the bench tests: - Append the function name to the bench variable in the Makefile. - Make a file called `foo-inputs` to provide the definition and input for the function. The file should have some directives telling the parser script about the function and then one input per line. Directives are lines that have a special meaning for the parser and they begin with two hashes '##'. The following directives are recognized: - args: This should be assigned a colon separated list of types of the input arguments. This directive may be skipped if the function does not take any inputs. One may identify output arguments by nesting them in <>. The generator will create variables to get outputs from the calling function. - ret: This should be assigned the type that the function returns. This directive may be skipped if the function does not return a value. - includes: This should be assigned a comma-separated list of headers that need to be included to provide declarations for the function and types it may need (specifically, this includes using "#include <header>"). - include-sources: This should be assigned a comma-separated list of source files that need to be included to provide definitions of global variables and functions (specifically, this includes using "#include "source"). See pthread_once-inputs and pthreads_once-source.c for an example of how to use this to benchmark a function that needs state across several calls. - init: Name of an initializer function to call to initialize the benchtest. - name: See following section for instructions on how to use this directive. Lines beginning with a single hash '#' are treated as comments. See pow-inputs for an example of an input file. Multiple execution units per function: ===================================== Some functions have distinct performance characteristics for different input domains and it may be necessary to measure those separately. For example, some math functions perform computations at different levels of precision (64-bit vs 240-bit vs 768-bit) and mixing them does not give a very useful picture of the performance of these functions. One could separate inputs for these domains in the same file by using the `name' directive that looks something like this: ##name: 240bits All inputs after the ##name: 240bits directive and until the next `name' directive (or the end of file) are part of the "240bits" benchmark and will be output separately in benchtests/bench.out. See the pow-inputs file for an example of what such a partitioned input file would look like. It is also possible to measure latency and reciprocal throughput of a (partial) trace extracted from a real workload. In this case the whole trace is iterated over multiple times rather than repeating every input multiple times. This can be done via: ##name: workload-<name> where <name> is simply used to distinguish between different traces in the same file. To create such a trace, you can simply extract using printf() values uses for a specific application, or generate random values in some interval. See the expf-inputs file for an example of this workload mechanism. Benchmark Sets: ============== In addition to standard benchmarking of functions, one may also generate custom outputs for a set of functions. This is currently used by string function benchmarks where the aim is to compare performance between implementations at various alignments and for various sizes. To add a benchset for `foo': - Add `foo' to the benchset variable. - Write your bench-foo.c that prints out the measurements to stdout. - On execution, a bench-foo.out is created in $(objpfx) with the contents of stdout. Reading String Benchmark Results: ================================ Some of the string benchmark results are now in JSON to make it easier to read in scripts. Use the benchtests/compare_strings.py script to show the results in a tabular format, generate graphs and more. Run benchtests/scripts/compare_strings.py -h for usage information.