AMD EPYC 7003 Fall 2021 Linux Comparison

2 x AMD EPYC 75F3 32-Core on various late 2021 Linux distributions for a future article on Phoronix.

HTML result view exported from: https://openbenchmarking.org/result/2110244-TJ-EPYCAUTUM80&grr.

AMD EPYC 7003 Fall 2021 Linux ComparisonProcessorMotherboardChipsetMemoryDiskGraphicsAudioNetworkOSKernelDesktopDisplay ServerCompilerFile-SystemScreen ResolutionVulkanAlmaLinux 8.4CentOS StreamClear Linux 35150Fedora Server 35Ubuntu 21.102 x AMD EPYC 75F3 32-Core @ 2.95GHz (64 Cores / 128 Threads)ASRockRack ROME2D16-2T (P3.10 BIOS)AMD Starship/Matisse16 x 8 GB DDR4-3200MT/s HMA81GR7CJR8N-XN1000GB Western Digital WD_BLACK SN850 1TBASPEEDAMD Starship/Matisse2 x Intel 10G X550TAlmaLinux 8.44.18.0-305.el8.x86_64 (x86_64)GNOME Shell 3.32.2X ServerGCC 8.4.1 20200928xfs1920x1080CentOS Stream 84.18.0-348.el8.x86_64 (x86_64)GCC 8.5.0 20210514Clear Linux OS 351505.14.13-1083.native (x86_64)GNOME Shell 41.0X Server 1.20.11GCC 11.2.1 20211015 releases/gcc-11.2.0-353-g6a936be4ad + Clang 11.1.0 + LLVM 11.1.0ext4Fedora Linux 355.14.14-300.fc35.x86_64 (x86_64)GCC 11.2.1 20210728xfsUbuntu 21.105.13.0-20-generic (x86_64)GNOME Shell 40.5X Server1.1.182GCC 11.2.0ext41024x768OpenBenchmarking.orgKernel Details- AlmaLinux 8.4: Transparent Huge Pages: always- CentOS Stream: Transparent Huge Pages: always- Clear Linux 35150: Transparent Huge Pages: always- Fedora Server 35: Transparent Huge Pages: madvise- Ubuntu 21.10: Transparent Huge Pages: madviseCompiler Details- AlmaLinux 8.4: --build=x86_64-redhat-linux --disable-libmpx --disable-libunwind-exceptions --enable-__cxa_atexit --enable-bootstrap --enable-cet --enable-checking=release --enable-gnu-indirect-function --enable-gnu-unique-object --enable-initfini-array --enable-languages=c,c++,fortran,lto --enable-multilib --enable-offload-targets=nvptx-none --enable-plugin --enable-shared --enable-threads=posix --mandir=/usr/share/man --with-arch_32=x86-64 --with-gcc-major-version-only --with-isl --with-linker-hash-style=gnu --with-tune=generic --without-cuda-driver - CentOS Stream: --build=x86_64-redhat-linux --disable-libmpx --disable-libunwind-exceptions --enable-__cxa_atexit --enable-bootstrap --enable-cet --enable-checking=release --enable-gnu-indirect-function --enable-gnu-unique-object --enable-initfini-array --enable-languages=c,c++,fortran,lto --enable-multilib --enable-offload-targets=nvptx-none --enable-plugin --enable-shared --enable-threads=posix --mandir=/usr/share/man --with-arch_32=x86-64 --with-gcc-major-version-only --with-isl --with-linker-hash-style=gnu --with-tune=generic --without-cuda-driver - Clear Linux 35150: --build=x86_64-generic-linux --disable-libmpx --disable-libunwind-exceptions --disable-multiarch --disable-vtable-verify --disable-werror --enable-__cxa_atexit --enable-bootstrap --enable-cet --enable-clocale=gnu --enable-default-pie --enable-gnu-indirect-function --enable-languages=c,c++,fortran,go --enable-ld=default --enable-libstdcxx-pch --enable-lto --enable-multilib --enable-plugin --enable-shared --enable-threads=posix --exec-prefix=/usr --includedir=/usr/include --target=x86_64-generic-linux --with-arch=x86-64-v3 --with-gcc-major-version-only --with-glibc-version=2.19 --with-gnu-ld --with-isl --with-ppl=yes --with-tune=skylake-avx512 - Fedora Server 35: --build=x86_64-redhat-linux --disable-libunwind-exceptions --enable-__cxa_atexit --enable-bootstrap --enable-cet --enable-checking=release --enable-gnu-indirect-function --enable-gnu-unique-object --enable-initfini-array --enable-languages=c,c++,fortran,objc,obj-c++,ada,go,d,lto --enable-link-serialization=1 --enable-multilib --enable-offload-targets=nvptx-none --enable-plugin --enable-shared --enable-threads=posix --mandir=/usr/share/man --with-arch_32=i686 --with-build-config=bootstrap-lto --with-gcc-major-version-only --with-linker-hash-style=gnu --with-tune=generic --without-cuda-driver - Ubuntu 21.10: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-serialization=2 --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-11-ZPT0kp/gcc-11-11.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-11-ZPT0kp/gcc-11-11.2.0/debian/tmp-gcn/usr --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-build-config=bootstrap-lto-lean --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v Processor Details- AlmaLinux 8.4: Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xa001114- CentOS Stream: Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xa001114- Clear Linux 35150: Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xa001114- Fedora Server 35: Scaling Governor: acpi-cpufreq schedutil (Boost: Enabled) - CPU Microcode: 0xa001114- Ubuntu 21.10: Scaling Governor: acpi-cpufreq schedutil (Boost: Enabled) - CPU Microcode: 0xa001114Python Details- AlmaLinux 8.4: Python 3.6.8- CentOS Stream: Python 3.6.8- Clear Linux 35150: Python 3.9.7- Fedora Server 35: Python 3.10.0- Ubuntu 21.10: Python 3.9.7Security Details- AlmaLinux 8.4: SELinux + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Full AMD retpoline IBPB: conditional IBRS_FW STIBP: always-on RSB filling + srbds: Not affected + tsx_async_abort: Not affected- CentOS Stream: SELinux + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Full AMD retpoline IBPB: conditional IBRS_FW STIBP: always-on RSB filling + srbds: Not affected + tsx_async_abort: Not affected- Clear Linux 35150: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Full AMD retpoline IBPB: conditional IBRS_FW STIBP: always-on RSB filling + srbds: Not affected + tsx_async_abort: Not affected- Fedora Server 35: SELinux + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Full AMD retpoline IBPB: conditional IBRS_FW STIBP: always-on RSB filling + srbds: Not affected + tsx_async_abort: Not affected- Ubuntu 21.10: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Full AMD retpoline IBPB: conditional IBRS_FW STIBP: always-on RSB filling + srbds: Not affected + tsx_async_abort: Not affectedEnvironment Details- Clear Linux 35150: FFLAGS="-g -O3 -feliminate-unused-debug-types -pipe -Wall -Wp,-D_FORTIFY_SOURCE=2 -fexceptions -m64 -fasynchronous-unwind-tables -Wp,-D_REENTRANT -ftree-loop-distribute-patterns -Wl,-z -Wl,now -Wl,-z -Wl,relro -malign-data=abi -fno-semantic-interposition -ftree-vectorize -ftree-loop-vectorize -Wl,--enable-new-dtags" CXXFLAGS="-g -O3 -feliminate-unused-debug-types -pipe -Wall -Wp,-D_FORTIFY_SOURCE=2 -fexceptions -Wformat -Wformat-security -m64 -fasynchronous-unwind-tables -Wp,-D_REENTRANT -ftree-loop-distribute-patterns -Wl,-z -Wl,now -Wl,-z -Wl,relro -fno-semantic-interposition -ffat-lto-objects -fno-trapping-math -Wl,-sort-common -Wl,--enable-new-dtags -mtune=skylake -fvisibility-inlines-hidden -Wl,--enable-new-dtags" FCFLAGS="-g -O3 -feliminate-unused-debug-types -pipe -Wall -Wp,-D_FORTIFY_SOURCE=2 -fexceptions -m64 -fasynchronous-unwind-tables -Wp,-D_REENTRANT -ftree-loop-distribute-patterns -Wl,-z -Wl,now -Wl,-z -Wl,relro -malign-data=abi -fno-semantic-interposition -ftree-vectorize -ftree-loop-vectorize -Wl,-sort-common -Wl,--enable-new-dtags" CFLAGS="-g -O3 -feliminate-unused-debug-types -pipe -Wall -Wp,-D_FORTIFY_SOURCE=2 -fexceptions -Wformat -Wformat-security -m64 -fasynchronous-unwind-tables -Wp,-D_REENTRANT -ftree-loop-distribute-patterns -Wl,-z -Wl,now -Wl,-z -Wl,relro -fno-semantic-interposition -ffat-lto-objects -fno-trapping-math -Wl,-sort-common -Wl,--enable-new-dtags -mtune=skylake" THEANO_FLAGS="floatX=float32,openmp=true,gcc.cxxflags="-ftree-vectorize -mavx"" - Fedora Server 35: DEBUGINFOD_URLS=https://debuginfod.fedoraproject.org/

AMD EPYC 7003 Fall 2021 Linux Comparisonhpcg: redis: SETredis: GETwireguard: redis: MIXcompress-zstd: 19, Long Mode - Decompression Speedcompress-zstd: 19, Long Mode - Compression Speedv-ray: CPUappleseed: Material Testeropenssl: SHA256numpy: redis: LPUSH and LPOP: lpushvpxenc: Speed 5 - Bosphorus 4Kpgbench: 100 - 500 - Read Write - Average Latencypgbench: 100 - 500 - Read Writepgbench: 100 - 500 - Read Only - Average Latencypgbench: 100 - 500 - Read Onlypgbench: 100 - 250 - Read Only - Average Latencypgbench: 100 - 250 - Read Onlycompress-zstd: 8, Long Mode - Decompression Speedcompress-zstd: 8, Long Mode - Compression Speedcompress-zstd: 3 - Decompression Speedredis: LPUSH and LPOP: lpopcompress-zstd: 19 - Decompression Speedcompress-zstd: 19 - Compression Speedpyperformance: raytraceblender: Pabellon Barcelona - CPU-Onlypyperformance: python_startupcompress-zstd: 3 - Compression Speedcompress-zstd: 3, Long Mode - Decompression Speedcompress-zstd: 8 - Compression Speedcompress-zstd: 3, Long Mode - Compression Speedpyperformance: gomt-dgemm: Sustained Floating-Point Ratepyperformance: regex_compilepyperformance: django_templategromacs: MPI CPU - water_GMX50_bareappleseed: Disney Materialpyperformance: crypto_pyaespyperformance: floatnamd: ATPase Simulation - 327,506 Atomsx265: Bosphorus 4Kpyperformance: pathlibgegl: Reflectblender: BMW27 - CPU-Onlypyperformance: pickle_pure_pythonpyperformance: nbodypybench: Total For Average Test Timespyperformance: json_loadstnn: CPU - MobileNet v2openssl: tnn: CPU - SqueezeNet v1.1oidn: RT.hdr_alb_nrm.3840x2160kvazaar: Bosphorus 4K - Very Fastastcenc: Exhaustivesvt-av1: Preset 8 - Bosphorus 4Kpovray: Trace Timekvazaar: Bosphorus 4K - Ultra Fastembree: Pathtracer ISPC - Crownembree: Pathtracer - Crownsvt-vp9: PSNR/SSIM Optimized - Bosphorus 1080psvt-vp9: Visual Quality Optimized - Bosphorus 1080ptnn: CPU - SqueezeNet v2svt-hevc: 10 - Bosphorus 1080psvt-hevc: 7 - Bosphorus 1080pAlmaLinux 8.4CentOS StreamClear Linux 35150Fedora Server 35Ubuntu 21.1025.0306447109.20521236.96483247.873854.714.367572303.12029691671791993474.73817561.7713.208.162612620.25519623460.12420222854387.3322.0822492.463786.483.151175.5510.110094.44198.83584.3342.425120.25300417865.17.33247.37663892.71060.3059527.0317.129.21825.9047211399221.9302.9371107864.1257.3861.4749.169.308457.4978.27965.3767.264172.3266375.97311.1662.224500.01335.9225.8894438576.82538355.75499065.633893.214.166119334.75815689907498373480.38845537.9213.577.683650890.26019225470.12520009714403.8323.73871.7812968.833803.882.151375.9610.410117.14212.23538.1327.325429.12615218064.97.03746.74189594.71060.3053324.7317.529.33726.0447011799022.9288.4331107523.8249.4861.8249.539.423160.0637.89465.2767.307673.1342401.72333.2958.701559.53343.0333.2841683056.481018405.90323.807895409.933922.641.566785333.786072103218599120556.661300265.318.818.929560070.25020035530.12220536664758.1918.24224.41358711.353863.898.140975.108.458081.645944782.8971.122129.45139014641.67.44845.92743689.198.30.3054726.0013.523.36925.7637611188121.3320.6641116179.5319.4121.8257.009.049766.8478.12165.9367.362773.2610433.62359.6764.599571.97366.0325.4288444590.35690408.58394.806671289.243634.643.064059328.82657999611093573500.331146434.0516.798.486589260.26618804010.14816937654390.8682.63955.61199916.673562.888.343876.947.116137.84210.04405.1574.021322.13155815943.17.36549.12078810896.50.3053221.5816.126.95426.34413134103620.9286.1301104173.3251.2351.7725.879.332059.6828.09649.3766.620173.0322396.54328.7659.637514.77342.0034.8293383801.55309980.80404.996318221.713628.038.764272329.48611898548642883437.031291673.4914.698.492589000.29117191420.14517263194087.2184.43717.21189084.423560.178.141476.987.315872.43938.43228.3163.722022.44952615141.47.38948.47527589.198.40.3041122.3015.227.90226.2438810986620.3302.5201104066.2251.7001.8026.279.333561.5618.50550.2467.501773.2477404.95350.9562.076539.63355.53OpenBenchmarking.org

High Performance Conjugate Gradient

OpenBenchmarking.orgGFLOP/s, More Is BetterHigh Performance Conjugate Gradient 3.1AlmaLinux 8.4CentOS StreamClear Linux 35150Fedora Server 35Ubuntu 21.10816243240SE +/- 0.21, N = 3SE +/- 0.62, N = 12SE +/- 0.71, N = 11SE +/- 0.23, N = 7SE +/- 0.14, N = 325.0325.8933.2825.4334.83-fexceptions -pthread -lmpi_cxx-pthread -lmpi_cxx-lmpi_cxx-lmpi_cxx1. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -lmpi

Redis Memtier / Redis Benchmark

Test: SET

OpenBenchmarking.orgOperations Per Second, More Is BetterRedis Memtier / Redis BenchmarkTest: SETAlmaLinux 8.4CentOS StreamClear Linux 35150Fedora Server 35Ubuntu 21.10150K300K450K600K750KSE +/- 20060.27, N = 9SE +/- 14596.67, N = 12SE +/- 5047.54, N = 12SE +/- 23867.00, N = 12SE +/- 19493.33, N = 12447109.20438576.82683056.48444590.35383801.551. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre2. AlmaLinux 8.4: Redis server v=5.0.3 sha=00000000:0 malloc=jemalloc-5.1.0 bits=64 build=14b81d825631ff0c3. CentOS Stream: Redis server v=5.0.3 sha=00000000:0 malloc=jemalloc-5.1.0 bits=64 build=28849dbea6f07cc84. Clear Linux 35150: Redis server v=6.2.6 sha=00000000:0 malloc=libc bits=64 build=83ecfd2f655ff3985. Fedora Server 35: Redis server v=6.2.5 sha=00000000:0 malloc=jemalloc-5.1.0 bits=64 build=c3bcbbc271a770f56. Ubuntu 21.10: Redis server v=6.0.15 sha=00000000:0 malloc=jemalloc-5.2.1 bits=64 build=4610f4c3acf7fb25

Redis Memtier / Redis Benchmark

Test: GET

OpenBenchmarking.orgOperations Per Second, More Is BetterRedis Memtier / Redis BenchmarkTest: GETAlmaLinux 8.4CentOS StreamClear Linux 35150Fedora Server 35Ubuntu 21.10200K400K600K800K1000KSE +/- 3574.93, N = 3SE +/- 4021.65, N = 10SE +/- 9977.44, N = 12SE +/- 30763.87, N = 12SE +/- 3124.18, N = 3521236.96538355.751018405.90690408.58309980.801. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre2. AlmaLinux 8.4: Redis server v=5.0.3 sha=00000000:0 malloc=jemalloc-5.1.0 bits=64 build=14b81d825631ff0c3. CentOS Stream: Redis server v=5.0.3 sha=00000000:0 malloc=jemalloc-5.1.0 bits=64 build=28849dbea6f07cc84. Clear Linux 35150: Redis server v=6.2.6 sha=00000000:0 malloc=libc bits=64 build=83ecfd2f655ff3985. Fedora Server 35: Redis server v=6.2.5 sha=00000000:0 malloc=jemalloc-5.1.0 bits=64 build=c3bcbbc271a770f56. Ubuntu 21.10: Redis server v=6.0.15 sha=00000000:0 malloc=jemalloc-5.2.1 bits=64 build=4610f4c3acf7fb25

WireGuard + Linux Networking Stack Stress Test

OpenBenchmarking.orgSeconds, Fewer Is BetterWireGuard + Linux Networking Stack Stress TestClear Linux 35150Fedora Server 35Ubuntu 21.1090180270360450SE +/- 3.95, N = 9SE +/- 3.15, N = 3SE +/- 5.83, N = 3323.81394.81405.00

Redis Memtier / Redis Benchmark

Test: MIX

OpenBenchmarking.orgOperations Per Second, More Is BetterRedis Memtier / Redis BenchmarkTest: MIXAlmaLinux 8.4CentOS StreamClear Linux 35150Fedora Server 35Ubuntu 21.10200K400K600K800K1000KSE +/- 4236.26, N = 11SE +/- 4417.87, N = 3SE +/- 15439.80, N = 9SE +/- 23559.48, N = 9SE +/- 2160.46, N = 3483247.87499065.63895409.93671289.24318221.711. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre2. AlmaLinux 8.4: Redis server v=5.0.3 sha=00000000:0 malloc=jemalloc-5.1.0 bits=64 build=14b81d825631ff0c3. CentOS Stream: Redis server v=5.0.3 sha=00000000:0 malloc=jemalloc-5.1.0 bits=64 build=28849dbea6f07cc84. Clear Linux 35150: Redis server v=6.2.6 sha=00000000:0 malloc=libc bits=64 build=83ecfd2f655ff3985. Fedora Server 35: Redis server v=6.2.5 sha=00000000:0 malloc=jemalloc-5.1.0 bits=64 build=c3bcbbc271a770f56. Ubuntu 21.10: Redis server v=6.0.15 sha=00000000:0 malloc=jemalloc-5.2.1 bits=64 build=4610f4c3acf7fb25

Zstd Compression

Compression Level: 19, Long Mode - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 19, Long Mode - Decompression SpeedAlmaLinux 8.4CentOS StreamClear Linux 35150Fedora Server 35Ubuntu 21.108001600240032004000SE +/- 9.77, N = 15SE +/- 10.20, N = 15SE +/- 5.05, N = 3SE +/- 16.04, N = 15SE +/- 10.26, N = 153854.73893.23922.63634.63628.01. AlmaLinux 8.4: *** zstd command line interface 64-bits v1.4.4, by Yann Collet ***2. CentOS Stream: *** zstd command line interface 64-bits v1.4.4, by Yann Collet ***3. Clear Linux 35150: *** zstd command line interface 64-bits v1.5.0, by Yann Collet ***4. Fedora Server 35: *** zstd command line interface 64-bits v1.5.0, by Yann Collet ***5. Ubuntu 21.10: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***

Zstd Compression

Compression Level: 19, Long Mode - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 19, Long Mode - Compression SpeedAlmaLinux 8.4CentOS StreamClear Linux 35150Fedora Server 35Ubuntu 21.101020304050SE +/- 0.20, N = 15SE +/- 0.29, N = 15SE +/- 0.35, N = 3SE +/- 1.64, N = 15SE +/- 0.48, N = 1514.314.141.543.038.71. AlmaLinux 8.4: *** zstd command line interface 64-bits v1.4.4, by Yann Collet ***2. CentOS Stream: *** zstd command line interface 64-bits v1.4.4, by Yann Collet ***3. Clear Linux 35150: *** zstd command line interface 64-bits v1.5.0, by Yann Collet ***4. Fedora Server 35: *** zstd command line interface 64-bits v1.5.0, by Yann Collet ***5. Ubuntu 21.10: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***

Chaos Group V-RAY

Mode: CPU

OpenBenchmarking.orgvsamples, More Is BetterChaos Group V-RAY 5Mode: CPUAlmaLinux 8.4CentOS StreamClear Linux 35150Fedora Server 35Ubuntu 21.1014K28K42K56K70KSE +/- 397.47, N = 3SE +/- 738.55, N = 3SE +/- 1288.09, N = 12SE +/- 1549.49, N = 15SE +/- 1753.86, N = 126757266119667856405964272

Appleseed

Scene: Material Tester

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: Material TesterAlmaLinux 8.4CentOS StreamClear Linux 35150Fedora Server 35Ubuntu 21.1070140210280350303.12334.76333.79328.83329.49

OpenSSL

Algorithm: SHA256

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.0Algorithm: SHA256AlmaLinux 8.4CentOS StreamClear Linux 35150Fedora Server 35Ubuntu 21.1020000M40000M60000M80000M100000MSE +/- 62638981.93, N = 3SE +/- 1160628126.12, N = 3SE +/- 155150645.70, N = 3SE +/- 118881860.55, N = 3SE +/- 37689879.19, N = 391671791993899074983731032185991209961109357398548642883-pipe -fexceptions -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl

Numpy Benchmark

OpenBenchmarking.orgScore, More Is BetterNumpy BenchmarkAlmaLinux 8.4CentOS StreamClear Linux 35150Fedora Server 35Ubuntu 21.10120240360480600SE +/- 0.71, N = 3SE +/- 1.60, N = 3SE +/- 0.88, N = 3SE +/- 0.62, N = 3SE +/- 1.06, N = 3474.73480.38556.66500.33437.03

Redis Memtier / Redis Benchmark

Test: LPUSH and LPOP: lpush

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis Memtier / Redis BenchmarkTest: LPUSH and LPOP: lpushAlmaLinux 8.4CentOS StreamClear Linux 35150Fedora Server 35Ubuntu 21.10300K600K900K1200K1500KSE +/- 8338.52, N = 6SE +/- 9357.11, N = 3SE +/- 15753.94, N = 3SE +/- 27292.00, N = 12SE +/- 16158.55, N = 14817561.77845537.921300265.301146434.051291673.491. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre2. AlmaLinux 8.4: Redis server v=5.0.3 sha=00000000:0 malloc=jemalloc-5.1.0 bits=64 build=14b81d825631ff0c3. CentOS Stream: Redis server v=5.0.3 sha=00000000:0 malloc=jemalloc-5.1.0 bits=64 build=28849dbea6f07cc84. Clear Linux 35150: Redis server v=6.2.6 sha=00000000:0 malloc=libc bits=64 build=83ecfd2f655ff3985. Fedora Server 35: Redis server v=6.2.5 sha=00000000:0 malloc=jemalloc-5.1.0 bits=64 build=c3bcbbc271a770f56. Ubuntu 21.10: Redis server v=6.0.15 sha=00000000:0 malloc=jemalloc-5.2.1 bits=64 build=4610f4c3acf7fb25

VP9 libvpx Encoding

Speed: Speed 5 - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterVP9 libvpx Encoding 1.10.0Speed: Speed 5 - Input: Bosphorus 4KAlmaLinux 8.4CentOS StreamClear Linux 35150Fedora Server 35Ubuntu 21.10510152025SE +/- 0.37, N = 15SE +/- 0.09, N = 3SE +/- 0.06, N = 3SE +/- 0.22, N = 15SE +/- 0.45, N = 1513.2013.5718.8116.7914.69-U_FORTIFY_SOURCE-U_FORTIFY_SOURCE-pipe -fexceptions -ffat-lto-objects -fno-trapping-math -mtune=skylake-U_FORTIFY_SOURCE-U_FORTIFY_SOURCE1. (CXX) g++ options: -m64 -lm -lpthread -O3 -fPIC -std=gnu++11

PostgreSQL pgbench

Scaling Factor: 100 - Clients: 500 - Mode: Read Write - Average Latency

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 14.0Scaling Factor: 100 - Clients: 500 - Mode: Read Write - Average LatencyAlmaLinux 8.4CentOS StreamClear Linux 35150Fedora Server 35Ubuntu 21.10246810SE +/- 0.058, N = 3SE +/- 0.050, N = 3SE +/- 0.087, N = 3SE +/- 0.053, N = 3SE +/- 0.119, N = 38.1627.6838.9298.4868.492-O2 -lpthread -lrt -ldl-O2 -lpthread -lrt -ldl-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-O2-O21. (CC) gcc options: -fno-strict-aliasing -fwrapv -lpgcommon -lpgport -lpq -lm

PostgreSQL pgbench

Scaling Factor: 100 - Clients: 500 - Mode: Read Write

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 14.0Scaling Factor: 100 - Clients: 500 - Mode: Read WriteAlmaLinux 8.4CentOS StreamClear Linux 35150Fedora Server 35Ubuntu 21.1014K28K42K56K70KSE +/- 430.72, N = 3SE +/- 427.26, N = 3SE +/- 548.57, N = 3SE +/- 368.87, N = 3SE +/- 818.76, N = 36126265089560075892658900-O2 -lpthread -lrt -ldl-O2 -lpthread -lrt -ldl-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-O2-O21. (CC) gcc options: -fno-strict-aliasing -fwrapv -lpgcommon -lpgport -lpq -lm

PostgreSQL pgbench

Scaling Factor: 100 - Clients: 500 - Mode: Read Only - Average Latency

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 14.0Scaling Factor: 100 - Clients: 500 - Mode: Read Only - Average LatencyAlmaLinux 8.4CentOS StreamClear Linux 35150Fedora Server 35Ubuntu 21.100.06550.1310.19650.2620.3275SE +/- 0.001, N = 3SE +/- 0.001, N = 3SE +/- 0.001, N = 3SE +/- 0.001, N = 3SE +/- 0.001, N = 30.2550.2600.2500.2660.291-O2 -lpthread -lrt -ldl-O2 -lpthread -lrt -ldl-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-O2-O21. (CC) gcc options: -fno-strict-aliasing -fwrapv -lpgcommon -lpgport -lpq -lm

PostgreSQL pgbench

Scaling Factor: 100 - Clients: 500 - Mode: Read Only

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 14.0Scaling Factor: 100 - Clients: 500 - Mode: Read OnlyAlmaLinux 8.4CentOS StreamClear Linux 35150Fedora Server 35Ubuntu 21.10400K800K1200K1600K2000KSE +/- 6084.64, N = 3SE +/- 5113.94, N = 3SE +/- 7404.19, N = 3SE +/- 6708.77, N = 3SE +/- 5531.30, N = 319623461922547200355318804011719142-O2 -lpthread -lrt -ldl-O2 -lpthread -lrt -ldl-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-O2-O21. (CC) gcc options: -fno-strict-aliasing -fwrapv -lpgcommon -lpgport -lpq -lm

PostgreSQL pgbench

Scaling Factor: 100 - Clients: 250 - Mode: Read Only - Average Latency

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 14.0Scaling Factor: 100 - Clients: 250 - Mode: Read Only - Average LatencyAlmaLinux 8.4CentOS StreamClear Linux 35150Fedora Server 35Ubuntu 21.100.03330.06660.09990.13320.1665SE +/- 0.000, N = 3SE +/- 0.000, N = 3SE +/- 0.001, N = 3SE +/- 0.000, N = 3SE +/- 0.002, N = 30.1240.1250.1220.1480.145-O2 -lpthread -lrt -ldl-O2 -lpthread -lrt -ldl-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-O2-O21. (CC) gcc options: -fno-strict-aliasing -fwrapv -lpgcommon -lpgport -lpq -lm

PostgreSQL pgbench

Scaling Factor: 100 - Clients: 250 - Mode: Read Only

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 14.0Scaling Factor: 100 - Clients: 250 - Mode: Read OnlyAlmaLinux 8.4CentOS StreamClear Linux 35150Fedora Server 35Ubuntu 21.10400K800K1200K1600K2000KSE +/- 3180.97, N = 3SE +/- 4608.10, N = 3SE +/- 20119.29, N = 3SE +/- 4480.00, N = 3SE +/- 21431.80, N = 320222852000971205366616937651726319-O2 -lpthread -lrt -ldl-O2 -lpthread -lrt -ldl-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-O2-O21. (CC) gcc options: -fno-strict-aliasing -fwrapv -lpgcommon -lpgport -lpq -lm

Zstd Compression

Compression Level: 8, Long Mode - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 8, Long Mode - Decompression SpeedAlmaLinux 8.4CentOS StreamClear Linux 35150Fedora Server 35Ubuntu 21.1010002000300040005000SE +/- 5.68, N = 15SE +/- 3.67, N = 15SE +/- 3.11, N = 15SE +/- 52.30, N = 3SE +/- 23.42, N = 34387.34403.84758.14390.84087.21. AlmaLinux 8.4: *** zstd command line interface 64-bits v1.4.4, by Yann Collet ***2. CentOS Stream: *** zstd command line interface 64-bits v1.4.4, by Yann Collet ***3. Clear Linux 35150: *** zstd command line interface 64-bits v1.5.0, by Yann Collet ***4. Fedora Server 35: *** zstd command line interface 64-bits v1.5.0, by Yann Collet ***5. Ubuntu 21.10: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***

Zstd Compression

Compression Level: 8, Long Mode - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 8, Long Mode - Compression SpeedAlmaLinux 8.4CentOS StreamClear Linux 35150Fedora Server 35Ubuntu 21.102004006008001000SE +/- 2.66, N = 15SE +/- 2.34, N = 15SE +/- 11.06, N = 15SE +/- 2.56, N = 3SE +/- 1.53, N = 3322.0323.7918.2682.6184.41. AlmaLinux 8.4: *** zstd command line interface 64-bits v1.4.4, by Yann Collet ***2. CentOS Stream: *** zstd command line interface 64-bits v1.4.4, by Yann Collet ***3. Clear Linux 35150: *** zstd command line interface 64-bits v1.5.0, by Yann Collet ***4. Fedora Server 35: *** zstd command line interface 64-bits v1.5.0, by Yann Collet ***5. Ubuntu 21.10: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***

Zstd Compression

Compression Level: 3 - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 3 - Decompression SpeedCentOS StreamClear Linux 35150Fedora Server 35Ubuntu 21.109001800270036004500SE +/- 3.05, N = 2SE +/- 1.35, N = 2SE +/- 17.28, N = 53871.74224.43955.63717.21. CentOS Stream: *** zstd command line interface 64-bits v1.4.4, by Yann Collet ***2. Clear Linux 35150: *** zstd command line interface 64-bits v1.5.0, by Yann Collet ***3. Fedora Server 35: *** zstd command line interface 64-bits v1.5.0, by Yann Collet ***4. Ubuntu 21.10: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***

Redis Memtier / Redis Benchmark

Test: LPUSH and LPOP: lpop

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis Memtier / Redis BenchmarkTest: LPUSH and LPOP: lpopAlmaLinux 8.4CentOS StreamClear Linux 35150Fedora Server 35Ubuntu 21.10300K600K900K1200K1500KSE +/- 7734.28, N = 3SE +/- 1389.78, N = 3SE +/- 12884.54, N = 6SE +/- 9411.78, N = 16SE +/- 6262.88, N = 3822492.46812968.831358711.351199916.671189084.421. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre2. AlmaLinux 8.4: Redis server v=5.0.3 sha=00000000:0 malloc=jemalloc-5.1.0 bits=64 build=14b81d825631ff0c3. CentOS Stream: Redis server v=5.0.3 sha=00000000:0 malloc=jemalloc-5.1.0 bits=64 build=28849dbea6f07cc84. Clear Linux 35150: Redis server v=6.2.6 sha=00000000:0 malloc=libc bits=64 build=83ecfd2f655ff3985. Fedora Server 35: Redis server v=6.2.5 sha=00000000:0 malloc=jemalloc-5.1.0 bits=64 build=c3bcbbc271a770f56. Ubuntu 21.10: Redis server v=6.0.15 sha=00000000:0 malloc=jemalloc-5.2.1 bits=64 build=4610f4c3acf7fb25

Zstd Compression

Compression Level: 19 - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 19 - Decompression SpeedAlmaLinux 8.4CentOS StreamClear Linux 35150Fedora Server 35Ubuntu 21.108001600240032004000SE +/- 2.73, N = 3SE +/- 7.36, N = 3SE +/- 5.13, N = 3SE +/- 13.77, N = 15SE +/- 17.07, N = 33786.43803.83863.83562.83560.11. AlmaLinux 8.4: *** zstd command line interface 64-bits v1.4.4, by Yann Collet ***2. CentOS Stream: *** zstd command line interface 64-bits v1.4.4, by Yann Collet ***3. Clear Linux 35150: *** zstd command line interface 64-bits v1.5.0, by Yann Collet ***4. Fedora Server 35: *** zstd command line interface 64-bits v1.5.0, by Yann Collet ***5. Ubuntu 21.10: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***

Zstd Compression

Compression Level: 19 - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 19 - Compression SpeedAlmaLinux 8.4CentOS StreamClear Linux 35150Fedora Server 35Ubuntu 21.1020406080100SE +/- 0.49, N = 3SE +/- 0.40, N = 3SE +/- 0.81, N = 3SE +/- 0.81, N = 15SE +/- 0.90, N = 383.182.198.188.378.11. AlmaLinux 8.4: *** zstd command line interface 64-bits v1.4.4, by Yann Collet ***2. CentOS Stream: *** zstd command line interface 64-bits v1.4.4, by Yann Collet ***3. Clear Linux 35150: *** zstd command line interface 64-bits v1.5.0, by Yann Collet ***4. Fedora Server 35: *** zstd command line interface 64-bits v1.5.0, by Yann Collet ***5. Ubuntu 21.10: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***

PyPerformance

Benchmark: raytrace

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: raytraceAlmaLinux 8.4CentOS StreamClear Linux 35150Fedora Server 35Ubuntu 21.10110220330440550SE +/- 0.33, N = 3SE +/- 0.58, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.88, N = 3511513409438414

Blender

Blend File: Pabellon Barcelona - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Pabellon Barcelona - Compute: CPU-OnlyAlmaLinux 8.4CentOS StreamClear Linux 35150Fedora Server 35Ubuntu 21.1020406080100SE +/- 0.17, N = 3SE +/- 0.16, N = 3SE +/- 0.11, N = 3SE +/- 0.11, N = 3SE +/- 0.07, N = 375.5575.9675.1076.9476.98

PyPerformance

Benchmark: python_startup

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: python_startupAlmaLinux 8.4CentOS StreamClear Linux 35150Fedora Server 35Ubuntu 21.103691215SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 310.1010.408.457.117.31

Zstd Compression

Compression Level: 3 - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 3 - Compression SpeedAlmaLinux 8.4CentOS StreamClear Linux 35150Fedora Server 35Ubuntu 21.102K4K6K8K10KSE +/- 36.98, N = 3SE +/- 60.57, N = 3SE +/- 78.84, N = 3SE +/- 121.78, N = 12SE +/- 162.04, N = 129979.810117.18081.66137.85872.41. AlmaLinux 8.4: *** zstd command line interface 64-bits v1.4.4, by Yann Collet ***2. CentOS Stream: *** zstd command line interface 64-bits v1.4.4, by Yann Collet ***3. Clear Linux 35150: *** zstd command line interface 64-bits v1.5.0, by Yann Collet ***4. Fedora Server 35: *** zstd command line interface 64-bits v1.5.0, by Yann Collet ***5. Ubuntu 21.10: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***

Zstd Compression

Compression Level: 3, Long Mode - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 3, Long Mode - Decompression SpeedAlmaLinux 8.4CentOS StreamClear Linux 35150Fedora Server 35Ubuntu 21.1010002000300040005000SE +/- 2.79, N = 12SE +/- 4.77, N = 4SE +/- 21.11, N = 3SE +/- 38.54, N = 34198.84212.24594.04210.03938.41. AlmaLinux 8.4: *** zstd command line interface 64-bits v1.4.4, by Yann Collet ***2. CentOS Stream: *** zstd command line interface 64-bits v1.4.4, by Yann Collet ***3. Clear Linux 35150: *** zstd command line interface 64-bits v1.5.0, by Yann Collet ***4. Fedora Server 35: *** zstd command line interface 64-bits v1.5.0, by Yann Collet ***5. Ubuntu 21.10: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***

Zstd Compression

Compression Level: 8 - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 8 - Compression SpeedClear Linux 35150AlmaLinux 8.4CentOS StreamFedora Server 35Ubuntu 21.1010002000300040005000SE +/- 8.57, N = 3SE +/- 17.65, N = 3SE +/- 24.96, N = 3SE +/- 21.26, N = 3SE +/- 34.72, N = 154832.43584.33538.14405.13228.31. Clear Linux 35150: *** zstd command line interface 64-bits v1.5.0, by Yann Collet ***2. AlmaLinux 8.4: *** zstd command line interface 64-bits v1.4.4, by Yann Collet ***3. CentOS Stream: *** zstd command line interface 64-bits v1.4.4, by Yann Collet ***4. Fedora Server 35: *** zstd command line interface 64-bits v1.5.0, by Yann Collet ***5. Ubuntu 21.10: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***

Zstd Compression

Compression Level: 3, Long Mode - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 3, Long Mode - Compression SpeedClear Linux 35150AlmaLinux 8.4CentOS StreamFedora Server 35Ubuntu 21.102004006008001000SE +/- 2.86, N = 3SE +/- 7.20, N = 12SE +/- 4.00, N = 4SE +/- 0.85, N = 3SE +/- 1.37, N = 3966.7342.4327.3574.0163.71. Clear Linux 35150: *** zstd command line interface 64-bits v1.5.0, by Yann Collet ***2. AlmaLinux 8.4: *** zstd command line interface 64-bits v1.4.4, by Yann Collet ***3. CentOS Stream: *** zstd command line interface 64-bits v1.4.4, by Yann Collet ***4. Fedora Server 35: *** zstd command line interface 64-bits v1.5.0, by Yann Collet ***5. Ubuntu 21.10: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***

PyPerformance

Benchmark: go

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: goAlmaLinux 8.4CentOS StreamClear Linux 35150Fedora Server 35Ubuntu 21.1060120180240300SE +/- 0.58, N = 3SE +/- 0.00, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3251254221213220

ACES DGEMM

Sustained Floating-Point Rate

OpenBenchmarking.orgGFLOP/s, More Is BetterACES DGEMM 1.0Sustained Floating-Point RateAlmaLinux 8.4CentOS StreamClear Linux 35150Fedora Server 35Ubuntu 21.10714212835SE +/- 0.08, N = 3SE +/- 0.21, N = 15SE +/- 0.42, N = 15SE +/- 0.29, N = 15SE +/- 0.30, N = 1520.2529.1329.4522.1322.45-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -O3 -march=native -fopenmp

PyPerformance

Benchmark: regex_compile

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: regex_compileAlmaLinux 8.4CentOS StreamClear Linux 35150Fedora Server 35Ubuntu 21.104080120160200SE +/- 0.00, N = 3SE +/- 0.33, N = 3SE +/- 0.00, N = 3178180146159151

PyPerformance

Benchmark: django_template

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: django_templateAlmaLinux 8.4CentOS StreamClear Linux 35150Fedora Server 35Ubuntu 21.101530456075SE +/- 0.07, N = 3SE +/- 0.06, N = 3SE +/- 0.03, N = 3SE +/- 0.07, N = 3SE +/- 0.03, N = 365.164.941.643.141.4

GROMACS

Implementation: MPI CPU - Input: water_GMX50_bare

OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2021.2Implementation: MPI CPU - Input: water_GMX50_bareAlmaLinux 8.4CentOS StreamClear Linux 35150Fedora Server 35Ubuntu 21.10246810SE +/- 0.012, N = 3SE +/- 0.035, N = 3SE +/- 0.030, N = 3SE +/- 0.009, N = 3SE +/- 0.029, N = 37.3327.0377.4487.3657.389-O2 -pthread-O3 -pthread-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-O3-O31. (CXX) g++ options:

Appleseed

Scene: Disney Material

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: Disney MaterialAlmaLinux 8.4CentOS StreamClear Linux 35150Fedora Server 35Ubuntu 21.10112233445547.3846.7445.9349.1248.48

PyPerformance

Benchmark: crypto_pyaes

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: crypto_pyaesAlmaLinux 8.4CentOS StreamClear Linux 35150Fedora Server 35Ubuntu 21.1020406080100SE +/- 0.07, N = 3SE +/- 0.09, N = 3SE +/- 0.12, N = 3SE +/- 0.58, N = 3SE +/- 0.09, N = 392.794.789.1108.089.1

PyPerformance

Benchmark: float

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: floatAlmaLinux 8.4CentOS StreamClear Linux 35150Fedora Server 35Ubuntu 21.1020406080100SE +/- 0.17, N = 3SE +/- 0.12, N = 3SE +/- 0.00, N = 3106.0106.098.396.598.4

NAMD

ATPase Simulation - 327,506 Atoms

OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD 2.14ATPase Simulation - 327,506 AtomsAlmaLinux 8.4CentOS StreamClear Linux 35150Fedora Server 35Ubuntu 21.100.06880.13760.20640.27520.344SE +/- 0.00050, N = 3SE +/- 0.00024, N = 3SE +/- 0.00017, N = 3SE +/- 0.00024, N = 3SE +/- 0.00022, N = 30.305950.305330.305470.305320.30411

x265

Video Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is Betterx265 3.4Video Input: Bosphorus 4KAlmaLinux 8.4CentOS StreamClear Linux 35150Fedora Server 35Ubuntu 21.10612182430SE +/- 0.34, N = 3SE +/- 0.20, N = 3SE +/- 0.13, N = 3SE +/- 0.22, N = 3SE +/- 0.23, N = 527.0324.7326.0021.5822.30-O2-O3-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -lnuma-O3-O3 -lnuma1. (CXX) g++ options: -rdynamic -lpthread -lrt -ldl

PyPerformance

Benchmark: pathlib

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pathlibAlmaLinux 8.4CentOS StreamClear Linux 35150Fedora Server 35Ubuntu 21.1048121620SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 317.117.513.516.115.2

GEGL

Operation: Reflect

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: ReflectAlmaLinux 8.4CentOS StreamClear Linux 35150Fedora Server 35Ubuntu 21.10714212835SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 329.2229.3423.3726.9527.90

Blender

Blend File: BMW27 - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: BMW27 - Compute: CPU-OnlyAlmaLinux 8.4CentOS StreamClear Linux 35150Fedora Server 35Ubuntu 21.10612182430SE +/- 0.06, N = 3SE +/- 0.20, N = 3SE +/- 0.05, N = 3SE +/- 0.10, N = 3SE +/- 0.08, N = 325.9026.0425.7626.3426.24

PyPerformance

Benchmark: pickle_pure_python

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pickle_pure_pythonAlmaLinux 8.4CentOS StreamClear Linux 35150Fedora Server 35Ubuntu 21.10100200300400500SE +/- 1.20, N = 3SE +/- 0.58, N = 3SE +/- 0.58, N = 3SE +/- 1.20, N = 3SE +/- 0.33, N = 3472470376413388

PyPerformance

Benchmark: nbody

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: nbodyAlmaLinux 8.4CentOS StreamClear Linux 35150Fedora Server 35Ubuntu 21.10306090120150SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.88, N = 3SE +/- 0.33, N = 3113117111134109

PyBench

Total For Average Test Times

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyBench 2018-02-16Total For Average Test TimesAlmaLinux 8.4CentOS StreamClear Linux 35150Fedora Server 35Ubuntu 21.102004006008001000SE +/- 3.76, N = 3SE +/- 1.20, N = 3SE +/- 3.51, N = 3SE +/- 6.35, N = 3SE +/- 1.67, N = 39929908811036866

PyPerformance

Benchmark: json_loads

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: json_loadsAlmaLinux 8.4CentOS StreamClear Linux 35150Fedora Server 35Ubuntu 21.10510152025SE +/- 0.00, N = 3SE +/- 0.09, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 321.922.921.320.920.3

TNN

Target: CPU - Model: MobileNet v2

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.3Target: CPU - Model: MobileNet v2AlmaLinux 8.4CentOS StreamClear Linux 35150Fedora Server 35Ubuntu 21.1070140210280350SE +/- 1.54, N = 3SE +/- 0.22, N = 3SE +/- 0.30, N = 3SE +/- 1.11, N = 3SE +/- 3.36, N = 3302.94288.43320.66286.13302.52-O2 - MIN: 297.63 / MAX: 358.46-O3 - MIN: 286.43 / MAX: 332.5-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 317.51 / MAX: 351.18-O3 - MIN: 277.32 / MAX: 344.63-O3 - MIN: 292.01 / MAX: 381.491. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -fvisibility=default -rdynamic -ldl

OpenSSL

OpenBenchmarking.orgverify/s, More Is BetterOpenSSLAlmaLinux 8.4CentOS StreamClear Linux 35150Fedora Server 35Ubuntu 21.10200K400K600K800K1000KSE +/- 691.47, N = 3SE +/- 1384.47, N = 3SE +/- 113.24, N = 3SE +/- 420.04, N = 3SE +/- 630.46, N = 31107864.11107523.81116179.51104173.31104066.21. AlmaLinux 8.4: OpenSSL 1.1.1g FIPS 21 Apr 20202. CentOS Stream: OpenSSL 1.1.1k FIPS 25 Mar 20213. Clear Linux 35150: OpenSSL 1.1.1l 24 Aug 20214. Fedora Server 35: OpenSSL 1.1.1l FIPS 24 Aug 20215. Ubuntu 21.10: OpenSSL 1.1.1l 24 Aug 2021

TNN

Target: CPU - Model: SqueezeNet v1.1

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.3Target: CPU - Model: SqueezeNet v1.1AlmaLinux 8.4CentOS StreamClear Linux 35150Fedora Server 35Ubuntu 21.1070140210280350SE +/- 0.31, N = 3SE +/- 0.08, N = 3SE +/- 0.04, N = 3SE +/- 0.07, N = 3SE +/- 0.11, N = 3257.39249.49319.41251.24251.70-O2 - MIN: 256.52 / MAX: 258.17-O3 - MIN: 249.1 / MAX: 252.77-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 319.14 / MAX: 320-O3 - MIN: 250.99 / MAX: 251.6-O3 - MIN: 251.29 / MAX: 253.111. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -fvisibility=default -rdynamic -ldl

Intel Open Image Denoise

Run: RT.hdr_alb_nrm.3840x2160

OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 1.4.0Run: RT.hdr_alb_nrm.3840x2160AlmaLinux 8.4CentOS StreamClear Linux 35150Fedora Server 35Ubuntu 21.100.40950.8191.22851.6382.0475SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 31.471.821.821.771.80

Kvazaar

Video Input: Bosphorus 4K - Video Preset: Very Fast

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.1Video Input: Bosphorus 4K - Video Preset: Very FastAlmaLinux 8.4CentOS StreamClear Linux 35150Fedora Server 35Ubuntu 21.101326395265SE +/- 0.28, N = 3SE +/- 0.16, N = 3SE +/- 0.07, N = 3SE +/- 0.11, N = 3SE +/- 0.06, N = 349.1649.5357.0025.8726.27-O2-O2-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-O2-O21. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -lpthread -lm -lrt

ASTC Encoder

Preset: Exhaustive

OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 3.2Preset: ExhaustiveAlmaLinux 8.4CentOS StreamClear Linux 35150Fedora Server 35Ubuntu 21.103691215SE +/- 0.0020, N = 3SE +/- 0.0435, N = 3SE +/- 0.0320, N = 3SE +/- 0.0014, N = 3SE +/- 0.0011, N = 39.30849.42319.04979.33209.3335-O2-O3-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-O3-O31. (CXX) g++ options: -flto -pthread

SVT-AV1

Encoder Mode: Preset 8 - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8.7Encoder Mode: Preset 8 - Input: Bosphorus 4KAlmaLinux 8.4CentOS StreamClear Linux 35150Fedora Server 35Ubuntu 21.101530456075SE +/- 0.46, N = 3SE +/- 0.24, N = 3SE +/- 0.09, N = 3SE +/- 0.12, N = 3SE +/- 0.27, N = 357.5060.0666.8559.6861.56-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CXX) g++ options: -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq -pie

POV-Ray

Trace Time

OpenBenchmarking.orgSeconds, Fewer Is BetterPOV-Ray 3.7.0.7Trace TimeAlmaLinux 8.4CentOS StreamClear Linux 35150Fedora Server 35Ubuntu 21.10246810SE +/- 0.050, N = 3SE +/- 0.012, N = 3SE +/- 0.020, N = 3SE +/- 0.045, N = 3SE +/- 0.017, N = 38.2797.8948.1218.0968.505-pthread-pthread-fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -R/usr/lib -lSDL -lpthread -lSM -lICE-R/usr/lib-R/usr/lib -lSDL -lXpm -lSM -lICE -lIlmImf -lIlmImf-2_5 -lImath-2_5 -lHalf-2_5 -lIex-2_5 -lIexMath-2_5 -lIlmThread-2_5 -pthread -lIlmThread1. (CXX) g++ options: -pipe -O3 -ffast-math -march=native -lX11 -ltiff -ljpeg -lpng -lz -lrt -lm -lboost_thread -lboost_system

Kvazaar

Video Input: Bosphorus 4K - Video Preset: Ultra Fast

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.1Video Input: Bosphorus 4K - Video Preset: Ultra FastAlmaLinux 8.4CentOS StreamClear Linux 35150Fedora Server 35Ubuntu 21.101530456075SE +/- 0.87, N = 3SE +/- 0.54, N = 3SE +/- 0.29, N = 3SE +/- 0.13, N = 3SE +/- 0.09, N = 365.3765.2765.9349.3750.24-O2-O2-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-O2-O21. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -lpthread -lm -lrt

Embree

Binary: Pathtracer ISPC - Model: Crown

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.13Binary: Pathtracer ISPC - Model: CrownAlmaLinux 8.4CentOS StreamClear Linux 35150Fedora Server 35Ubuntu 21.101530456075SE +/- 0.08, N = 3SE +/- 0.11, N = 3SE +/- 0.05, N = 3SE +/- 0.04, N = 3SE +/- 0.05, N = 367.2667.3167.3666.6267.50MIN: 65.78 / MAX: 69.51MIN: 65.88 / MAX: 69.89MIN: 66.09 / MAX: 69.49MIN: 65.33 / MAX: 69.23MIN: 66.15 / MAX: 69.7

Embree

Binary: Pathtracer - Model: Crown

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.13Binary: Pathtracer - Model: CrownAlmaLinux 8.4CentOS StreamClear Linux 35150Fedora Server 35Ubuntu 21.101632486480SE +/- 0.06, N = 3SE +/- 0.10, N = 3SE +/- 0.14, N = 3SE +/- 0.07, N = 3SE +/- 0.10, N = 372.3373.1373.2673.0373.25MIN: 70.72 / MAX: 75.17MIN: 71.52 / MAX: 75.78MIN: 71.57 / MAX: 75.62MIN: 71.56 / MAX: 76.06MIN: 71.54 / MAX: 75.84

SVT-VP9

Tuning: PSNR/SSIM Optimized - Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.3Tuning: PSNR/SSIM Optimized - Input: Bosphorus 1080pAlmaLinux 8.4CentOS StreamClear Linux 35150Fedora Server 35Ubuntu 21.1090180270360450SE +/- 4.39, N = 4SE +/- 3.86, N = 15SE +/- 4.96, N = 15SE +/- 4.11, N = 3SE +/- 5.36, N = 12375.97401.72433.62396.54404.95-O2-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

SVT-VP9

Tuning: Visual Quality Optimized - Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.3Tuning: Visual Quality Optimized - Input: Bosphorus 1080pAlmaLinux 8.4CentOS StreamClear Linux 35150Fedora Server 35Ubuntu 21.1080160240320400SE +/- 1.33, N = 3SE +/- 2.64, N = 15SE +/- 4.31, N = 4SE +/- 3.34, N = 3SE +/- 2.47, N = 12311.16333.29359.67328.76350.95-O2-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

TNN

Target: CPU - Model: SqueezeNet v2

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.3Target: CPU - Model: SqueezeNet v2AlmaLinux 8.4CentOS StreamClear Linux 35150Fedora Server 35Ubuntu 21.101428425670SE +/- 0.15, N = 3SE +/- 0.67, N = 4SE +/- 0.30, N = 3SE +/- 0.10, N = 3SE +/- 0.11, N = 362.2258.7064.6059.6462.08-O2 - MIN: 61.44 / MAX: 62.69-O3 - MIN: 57.13 / MAX: 60.65-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 64.13 / MAX: 65.38-O3 - MIN: 59.33 / MAX: 60.05-O3 - MIN: 61.81 / MAX: 62.451. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -fvisibility=default -rdynamic -ldl

SVT-HEVC

Tuning: 10 - Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 10 - Input: Bosphorus 1080pAlmaLinux 8.4CentOS StreamClear Linux 35150Fedora Server 35Ubuntu 21.10120240360480600SE +/- 6.17, N = 3SE +/- 6.45, N = 4SE +/- 5.39, N = 7SE +/- 4.86, N = 15SE +/- 3.94, N = 3500.01559.53571.97514.77539.63-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -fPIE -fPIC -O2 -O3 -pie -rdynamic -lpthread -lrt

SVT-HEVC

Tuning: 7 - Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 7 - Input: Bosphorus 1080pAlmaLinux 8.4CentOS StreamClear Linux 35150Fedora Server 35Ubuntu 21.1080160240320400SE +/- 4.09, N = 3SE +/- 2.78, N = 3SE +/- 2.14, N = 3SE +/- 4.44, N = 3SE +/- 3.71, N = 3335.92343.03366.03342.00355.53-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -fPIE -fPIC -O2 -O3 -pie -rdynamic -lpthread -lrt

Phoronix Test Suite v10.8.4