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&grs&sor.

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 Comparisoncompress-zstd: 3, Long Mode - Compression Speedcompress-zstd: 8, Long Mode - Compression Speedkvazaar: Bosphorus 4K - Very Fastcompress-zstd: 3 - Compression Speedredis: LPUSH and LPOP: lpoppyperformance: django_templatecompress-zstd: 8 - Compression Speedpyperformance: python_startupmt-dgemm: Sustained Floating-Point Ratekvazaar: Bosphorus 4K - Ultra Fastpyperformance: pathlibtnn: CPU - SqueezeNet v1.1numpy: compress-zstd: 19 - Compression Speedgegl: Reflectpyperformance: pickle_pure_pythonpyperformance: raytracex265: Bosphorus 4Kwireguard: oidn: RT.hdr_alb_nrm.3840x2160pyperformance: regex_compilepyperformance: nbodypgbench: 100 - 250 - Read Only - Average Latencypgbench: 100 - 250 - Read Onlypyperformance: crypto_pyaespybench: Total For Average Test Timespyperformance: gocompress-zstd: 3, Long Mode - Decompression Speedpgbench: 100 - 500 - Read Onlycompress-zstd: 8, Long Mode - Decompression Speedpgbench: 100 - 500 - Read Only - Average Latencysvt-av1: Preset 8 - Bosphorus 4Kpgbench: 100 - 500 - Read Write - Average Latencypgbench: 100 - 500 - Read Writesvt-vp9: Visual Quality Optimized - Bosphorus 1080psvt-vp9: PSNR/SSIM Optimized - Bosphorus 1080popenssl: SHA256svt-hevc: 10 - Bosphorus 1080pcompress-zstd: 3 - Decompression Speedpyperformance: json_loadstnn: CPU - MobileNet v2appleseed: Material Testertnn: CPU - SqueezeNet v2pyperformance: floatsvt-hevc: 7 - Bosphorus 1080pcompress-zstd: 19 - Decompression Speedcompress-zstd: 19, Long Mode - Decompression Speedpovray: Trace Timeappleseed: Disney Materialgromacs: MPI CPU - water_GMX50_bareastcenc: Exhaustiveblender: Pabellon Barcelona - CPU-Onlyblender: BMW27 - CPU-Onlyembree: Pathtracer ISPC - Crownembree: Pathtracer - Crownopenssl: namd: ATPase Simulation - 327,506 Atomsv-ray: CPUredis: SETredis: MIXredis: GETredis: LPUSH and LPOP: lpushvpxenc: Speed 5 - Bosphorus 4Kcompress-zstd: 19, Long Mode - Compression Speedhpcg: AlmaLinux 8.4CentOS StreamClear Linux 35150Fedora Server 35Ubuntu 21.10342.4322.049.1610094.4822492.4665.13584.310.120.25300465.3717.1257.386474.7383.129.21847251127.031.471781130.124202228592.79922514198.819623464387.30.25557.4978.16261262311.16375.9791671791993500.0121.9302.937303.12029662.224106335.923786.43854.78.27947.3766387.3329.308475.5525.9067.264172.32661107864.10.3059567572447109.20483247.87521236.96817561.7713.2014.325.0306327.3323.749.5310117.1812968.8364.93538.110.429.12615265.2717.5249.486480.3882.129.33747051324.731.821801170.125200097194.79902544212.219225474403.80.26060.0637.68365089333.29401.7289907498373559.533871.722.9288.433334.75815658.701106343.033803.83893.27.89446.7418957.0379.423175.9626.0467.307673.13421107523.80.3053366119438576.82499065.63538355.75845537.9213.5714.125.8894971.1918.257.008081.61358711.3541.64782.88.4529.45139065.9313.5319.412556.6698.123.36937640926.00323.8071.821461110.122205366689.1881221459420035534758.10.25066.8478.92956007359.67433.62103218599120571.974224.421.3320.664333.78607264.59998.3366.033863.83922.68.12145.9274367.4489.049775.1025.7667.362773.26101116179.50.3054766785683056.48895409.931018405.901300265.318.8141.533.2841574.0682.625.876137.81199916.6743.14405.17.1122.13155849.3716.1251.235500.3388.326.95441343821.58394.8061.771591340.148169376510810362134210.018804014390.80.26659.6828.48658926328.76396.5499611093573514.773955.620.9286.130328.82657959.63796.5342.003562.83634.68.09649.1207887.3659.332076.9426.3466.620173.03221104173.30.3053264059444590.35671289.24690408.581146434.0516.7943.025.4288163.7184.426.275872.41189084.4241.43228.37.3122.44952650.2415.2251.700437.0378.127.90238841422.30404.9961.801511090.145172631989.18662203938.417191424087.20.29161.5618.49258900350.95404.9598548642883539.633717.220.3302.520329.48611862.07698.4355.533560.13628.08.50548.4752757.3899.333576.9826.2467.501773.24771104066.20.3041164272383801.55318221.71309980.801291673.4914.6938.734.8293OpenBenchmarking.org

Zstd Compression

Compression Level: 3, Long Mode - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 3, Long Mode - Compression SpeedClear Linux 35150Fedora Server 35AlmaLinux 8.4CentOS StreamUbuntu 21.102004006008001000SE +/- 0.66, N = 3SE +/- 0.85, N = 3SE +/- 7.20, N = 12SE +/- 4.00, N = 4SE +/- 1.37, N = 3971.1574.0342.4327.3163.71. Clear Linux 35150: *** zstd command line interface 64-bits v1.5.0, by Yann Collet ***2. Fedora Server 35: *** zstd command line interface 64-bits v1.5.0, by Yann Collet ***3. AlmaLinux 8.4: *** zstd command line interface 64-bits v1.4.4, by Yann Collet ***4. CentOS Stream: *** zstd command line interface 64-bits v1.4.4, 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 SpeedClear Linux 35150Fedora Server 35CentOS StreamAlmaLinux 8.4Ubuntu 21.102004006008001000SE +/- 11.06, N = 15SE +/- 2.56, N = 3SE +/- 2.34, N = 15SE +/- 2.66, N = 15SE +/- 1.53, N = 3918.2682.6323.7322.0184.41. Clear Linux 35150: *** zstd command line interface 64-bits v1.5.0, by Yann Collet ***2. Fedora Server 35: *** zstd command line interface 64-bits v1.5.0, by Yann Collet ***3. CentOS Stream: *** zstd command line interface 64-bits v1.4.4, by Yann Collet ***4. AlmaLinux 8.4: *** zstd command line interface 64-bits v1.4.4, by Yann Collet ***5. Ubuntu 21.10: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***

Kvazaar

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

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.1Video Input: Bosphorus 4K - Video Preset: Very FastClear Linux 35150CentOS StreamAlmaLinux 8.4Ubuntu 21.10Fedora Server 351326395265SE +/- 0.07, N = 3SE +/- 0.16, N = 3SE +/- 0.28, N = 3SE +/- 0.06, N = 3SE +/- 0.11, N = 357.0049.5349.1626.2725.87-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-O2-O2-O2-O21. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -lpthread -lm -lrt

Zstd Compression

Compression Level: 3 - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 3 - Compression SpeedCentOS StreamAlmaLinux 8.4Clear Linux 35150Fedora Server 35Ubuntu 21.102K4K6K8K10KSE +/- 60.57, N = 3SE +/- 78.10, N = 3SE +/- 78.84, N = 3SE +/- 121.78, N = 12SE +/- 162.04, N = 1210117.110094.48081.66137.85872.41. CentOS Stream: *** zstd command line interface 64-bits v1.4.4, by Yann Collet ***2. AlmaLinux 8.4: *** 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 ***

Redis Memtier / Redis Benchmark

Test: LPUSH and LPOP: lpop

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis Memtier / Redis BenchmarkTest: LPUSH and LPOP: lpopClear Linux 35150Fedora Server 35Ubuntu 21.10AlmaLinux 8.4CentOS Stream300K600K900K1200K1500KSE +/- 12884.54, N = 6SE +/- 9411.78, N = 16SE +/- 6262.88, N = 3SE +/- 7734.28, N = 3SE +/- 1389.78, N = 31358711.351199916.671189084.42822492.46812968.831. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre2. Clear Linux 35150: Redis server v=6.2.6 sha=00000000:0 malloc=libc bits=64 build=83ecfd2f655ff3983. Fedora Server 35: Redis server v=6.2.5 sha=00000000:0 malloc=jemalloc-5.1.0 bits=64 build=c3bcbbc271a770f54. Ubuntu 21.10: Redis server v=6.0.15 sha=00000000:0 malloc=jemalloc-5.2.1 bits=64 build=4610f4c3acf7fb255. AlmaLinux 8.4: Redis server v=5.0.3 sha=00000000:0 malloc=jemalloc-5.1.0 bits=64 build=14b81d825631ff0c6. CentOS Stream: Redis server v=5.0.3 sha=00000000:0 malloc=jemalloc-5.1.0 bits=64 build=28849dbea6f07cc8

PyPerformance

Benchmark: django_template

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: django_templateUbuntu 21.10Clear Linux 35150Fedora Server 35CentOS StreamAlmaLinux 8.41530456075SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.07, N = 3SE +/- 0.06, N = 3SE +/- 0.07, N = 341.441.643.164.965.1

Zstd Compression

Compression Level: 8 - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 8 - Compression SpeedClear Linux 35150Fedora Server 35AlmaLinux 8.4CentOS StreamUbuntu 21.1010002000300040005000SE +/- 8.57, N = 3SE +/- 21.26, N = 3SE +/- 17.65, N = 3SE +/- 24.96, N = 3SE +/- 34.72, N = 154832.44405.13584.33538.13228.31. Clear Linux 35150: *** zstd command line interface 64-bits v1.5.0, by Yann Collet ***2. Fedora Server 35: *** zstd command line interface 64-bits v1.5.0, by Yann Collet ***3. AlmaLinux 8.4: *** zstd command line interface 64-bits v1.4.4, by Yann Collet ***4. CentOS Stream: *** zstd command line interface 64-bits v1.4.4, by Yann Collet ***5. Ubuntu 21.10: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***

PyPerformance

Benchmark: python_startup

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: python_startupFedora Server 35Ubuntu 21.10Clear Linux 35150AlmaLinux 8.4CentOS Stream3691215SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 37.117.318.4510.1010.40

ACES DGEMM

Sustained Floating-Point Rate

OpenBenchmarking.orgGFLOP/s, More Is BetterACES DGEMM 1.0Sustained Floating-Point RateClear Linux 35150CentOS StreamUbuntu 21.10Fedora Server 35AlmaLinux 8.4714212835SE +/- 0.42, N = 15SE +/- 0.21, N = 15SE +/- 0.30, N = 15SE +/- 0.29, N = 15SE +/- 0.08, N = 329.4529.1322.4522.1320.25-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -O3 -march=native -fopenmp

Kvazaar

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

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.1Video Input: Bosphorus 4K - Video Preset: Ultra FastClear Linux 35150AlmaLinux 8.4CentOS StreamUbuntu 21.10Fedora Server 351530456075SE +/- 0.29, N = 3SE +/- 0.87, N = 3SE +/- 0.54, N = 3SE +/- 0.09, N = 3SE +/- 0.13, N = 365.9365.3765.2750.2449.37-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-O2-O2-O2-O21. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -lpthread -lm -lrt

PyPerformance

Benchmark: pathlib

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pathlibClear Linux 35150Ubuntu 21.10Fedora Server 35AlmaLinux 8.4CentOS Stream48121620SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 313.515.216.117.117.5

TNN

Target: CPU - Model: SqueezeNet v1.1

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.3Target: CPU - Model: SqueezeNet v1.1CentOS StreamFedora Server 35Ubuntu 21.10AlmaLinux 8.4Clear Linux 3515070140210280350SE +/- 0.08, N = 3SE +/- 0.07, N = 3SE +/- 0.11, N = 3SE +/- 0.31, N = 3SE +/- 0.04, N = 3249.49251.24251.70257.39319.41-O3 - MIN: 249.1 / MAX: 252.77-O3 - MIN: 250.99 / MAX: 251.6-O3 - MIN: 251.29 / MAX: 253.11-O2 - MIN: 256.52 / MAX: 258.17-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 319.14 / MAX: 3201. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -fvisibility=default -rdynamic -ldl

Numpy Benchmark

OpenBenchmarking.orgScore, More Is BetterNumpy BenchmarkClear Linux 35150Fedora Server 35CentOS StreamAlmaLinux 8.4Ubuntu 21.10120240360480600SE +/- 0.88, N = 3SE +/- 0.62, N = 3SE +/- 1.60, N = 3SE +/- 0.71, N = 3SE +/- 1.06, N = 3556.66500.33480.38474.73437.03

Zstd Compression

Compression Level: 19 - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 19 - Compression SpeedClear Linux 35150Fedora Server 35AlmaLinux 8.4CentOS StreamUbuntu 21.1020406080100SE +/- 0.81, N = 3SE +/- 0.81, N = 15SE +/- 0.49, N = 3SE +/- 0.40, N = 3SE +/- 0.90, N = 398.188.383.182.178.11. Clear Linux 35150: *** zstd command line interface 64-bits v1.5.0, by Yann Collet ***2. Fedora Server 35: *** zstd command line interface 64-bits v1.5.0, by Yann Collet ***3. AlmaLinux 8.4: *** zstd command line interface 64-bits v1.4.4, by Yann Collet ***4. CentOS Stream: *** zstd command line interface 64-bits v1.4.4, by Yann Collet ***5. Ubuntu 21.10: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***

GEGL

Operation: Reflect

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: ReflectClear Linux 35150Fedora Server 35Ubuntu 21.10AlmaLinux 8.4CentOS Stream714212835SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 323.3726.9527.9029.2229.34

PyPerformance

Benchmark: pickle_pure_python

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pickle_pure_pythonClear Linux 35150Ubuntu 21.10Fedora Server 35CentOS StreamAlmaLinux 8.4100200300400500SE +/- 0.58, N = 3SE +/- 0.33, N = 3SE +/- 1.20, N = 3SE +/- 0.58, N = 3SE +/- 1.20, N = 3376388413470472

PyPerformance

Benchmark: raytrace

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: raytraceClear Linux 35150Ubuntu 21.10Fedora Server 35AlmaLinux 8.4CentOS Stream110220330440550SE +/- 0.33, N = 3SE +/- 0.88, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.58, N = 3409414438511513

x265

Video Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is Betterx265 3.4Video Input: Bosphorus 4KAlmaLinux 8.4Clear Linux 35150CentOS StreamUbuntu 21.10Fedora Server 35612182430SE +/- 0.34, N = 3SE +/- 0.13, N = 3SE +/- 0.20, N = 3SE +/- 0.23, N = 5SE +/- 0.22, N = 327.0326.0024.7322.3021.58-O2-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -lnuma-O3-O3 -lnuma-O31. (CXX) g++ options: -rdynamic -lpthread -lrt -ldl

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

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.3840x2160Clear Linux 35150CentOS StreamUbuntu 21.10Fedora Server 35AlmaLinux 8.40.40950.8191.22851.6382.0475SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 31.821.821.801.771.47

PyPerformance

Benchmark: regex_compile

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: regex_compileClear Linux 35150Ubuntu 21.10Fedora Server 35AlmaLinux 8.4CentOS Stream4080120160200SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.33, N = 3146151159178180

PyPerformance

Benchmark: nbody

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: nbodyUbuntu 21.10Clear Linux 35150AlmaLinux 8.4CentOS StreamFedora Server 35306090120150SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.88, N = 3109111113117134

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 LatencyClear Linux 35150AlmaLinux 8.4CentOS StreamUbuntu 21.10Fedora Server 350.03330.06660.09990.13320.1665SE +/- 0.001, N = 3SE +/- 0.000, N = 3SE +/- 0.000, N = 3SE +/- 0.002, N = 3SE +/- 0.000, N = 30.1220.1240.1250.1450.148-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-O2 -lpthread -lrt -ldl-O2 -lpthread -lrt -ldl-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 OnlyClear Linux 35150AlmaLinux 8.4CentOS StreamUbuntu 21.10Fedora Server 35400K800K1200K1600K2000KSE +/- 20119.29, N = 3SE +/- 3180.97, N = 3SE +/- 4608.10, N = 3SE +/- 21431.80, N = 3SE +/- 4480.00, N = 320536662022285200097117263191693765-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-O2 -lpthread -lrt -ldl-O2 -lpthread -lrt -ldl-O2-O21. (CC) gcc options: -fno-strict-aliasing -fwrapv -lpgcommon -lpgport -lpq -lm

PyPerformance

Benchmark: crypto_pyaes

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: crypto_pyaesClear Linux 35150Ubuntu 21.10AlmaLinux 8.4CentOS StreamFedora Server 3520406080100SE +/- 0.12, N = 3SE +/- 0.09, N = 3SE +/- 0.07, N = 3SE +/- 0.09, N = 3SE +/- 0.58, N = 389.189.192.794.7108.0

PyBench

Total For Average Test Times

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyBench 2018-02-16Total For Average Test TimesUbuntu 21.10Clear Linux 35150CentOS StreamAlmaLinux 8.4Fedora Server 352004006008001000SE +/- 1.67, N = 3SE +/- 3.51, N = 3SE +/- 1.20, N = 3SE +/- 3.76, N = 3SE +/- 6.35, N = 38668819909921036

PyPerformance

Benchmark: go

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: goFedora Server 35Ubuntu 21.10Clear Linux 35150AlmaLinux 8.4CentOS Stream60120180240300SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.00, N = 3SE +/- 0.58, N = 3213220221251254

Zstd Compression

Compression Level: 3, Long Mode - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 3, Long Mode - Decompression SpeedClear Linux 35150CentOS StreamFedora Server 35AlmaLinux 8.4Ubuntu 21.1010002000300040005000SE +/- 4.77, N = 4SE +/- 21.11, N = 3SE +/- 2.79, N = 12SE +/- 38.54, N = 34594.04212.24210.04198.83938.41. Clear Linux 35150: *** zstd command line interface 64-bits v1.5.0, by Yann Collet ***2. CentOS Stream: *** zstd command line interface 64-bits v1.4.4, by Yann Collet ***3. Fedora Server 35: *** zstd command line interface 64-bits v1.5.0, by Yann Collet ***4. AlmaLinux 8.4: *** zstd command line interface 64-bits v1.4.4, by Yann Collet ***5. Ubuntu 21.10: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***

PostgreSQL pgbench

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

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 14.0Scaling Factor: 100 - Clients: 500 - Mode: Read OnlyClear Linux 35150AlmaLinux 8.4CentOS StreamFedora Server 35Ubuntu 21.10400K800K1200K1600K2000KSE +/- 7404.19, N = 3SE +/- 6084.64, N = 3SE +/- 5113.94, N = 3SE +/- 6708.77, N = 3SE +/- 5531.30, N = 320035531962346192254718804011719142-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-O2 -lpthread -lrt -ldl-O2 -lpthread -lrt -ldl-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 SpeedClear Linux 35150CentOS StreamFedora Server 35AlmaLinux 8.4Ubuntu 21.1010002000300040005000SE +/- 3.11, N = 15SE +/- 3.67, N = 15SE +/- 52.30, N = 3SE +/- 5.68, N = 15SE +/- 23.42, N = 34758.14403.84390.84387.34087.21. Clear Linux 35150: *** zstd command line interface 64-bits v1.5.0, by Yann Collet ***2. CentOS Stream: *** zstd command line interface 64-bits v1.4.4, by Yann Collet ***3. Fedora Server 35: *** zstd command line interface 64-bits v1.5.0, by Yann Collet ***4. AlmaLinux 8.4: *** zstd command line interface 64-bits v1.4.4, by Yann Collet ***5. Ubuntu 21.10: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***

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 LatencyClear Linux 35150AlmaLinux 8.4CentOS StreamFedora 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 = 30.2500.2550.2600.2660.291-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-O2 -lpthread -lrt -ldl-O2 -lpthread -lrt -ldl-O2-O21. (CC) gcc options: -fno-strict-aliasing -fwrapv -lpgcommon -lpgport -lpq -lm

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 4KClear Linux 35150Ubuntu 21.10CentOS StreamFedora Server 35AlmaLinux 8.41530456075SE +/- 0.09, N = 3SE +/- 0.27, N = 3SE +/- 0.24, N = 3SE +/- 0.12, N = 3SE +/- 0.46, N = 366.8561.5660.0659.6857.50-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CXX) g++ options: -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq -pie

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 LatencyCentOS StreamAlmaLinux 8.4Fedora Server 35Ubuntu 21.10Clear Linux 35150246810SE +/- 0.050, N = 3SE +/- 0.058, N = 3SE +/- 0.053, N = 3SE +/- 0.119, N = 3SE +/- 0.087, N = 37.6838.1628.4868.4928.929-O2 -lpthread -lrt -ldl-O2 -lpthread -lrt -ldl-O2-O2-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (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 WriteCentOS StreamAlmaLinux 8.4Fedora Server 35Ubuntu 21.10Clear Linux 3515014K28K42K56K70KSE +/- 427.26, N = 3SE +/- 430.72, N = 3SE +/- 368.87, N = 3SE +/- 818.76, N = 3SE +/- 548.57, N = 36508961262589265890056007-O2 -lpthread -lrt -ldl-O2 -lpthread -lrt -ldl-O2-O2-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -fno-strict-aliasing -fwrapv -lpgcommon -lpgport -lpq -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 1080pClear Linux 35150Ubuntu 21.10CentOS StreamFedora Server 35AlmaLinux 8.480160240320400SE +/- 4.31, N = 4SE +/- 2.47, N = 12SE +/- 2.64, N = 15SE +/- 3.34, N = 3SE +/- 1.33, N = 3359.67350.95333.29328.76311.16-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-O21. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

SVT-VP9

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

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.3Tuning: PSNR/SSIM Optimized - Input: Bosphorus 1080pClear Linux 35150Ubuntu 21.10CentOS StreamFedora Server 35AlmaLinux 8.490180270360450SE +/- 4.96, N = 15SE +/- 5.36, N = 12SE +/- 3.86, N = 15SE +/- 4.11, N = 3SE +/- 4.39, N = 4433.62404.95401.72396.54375.97-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-O21. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

OpenSSL

Algorithm: SHA256

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.0Algorithm: SHA256Clear Linux 35150Fedora Server 35Ubuntu 21.10AlmaLinux 8.4CentOS Stream20000M40000M60000M80000M100000MSE +/- 155150645.70, N = 3SE +/- 118881860.55, N = 3SE +/- 37689879.19, N = 3SE +/- 62638981.93, N = 3SE +/- 1160628126.12, N = 310321859912099611093573985486428839167179199389907498373-pipe -fexceptions -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl

SVT-HEVC

Tuning: 10 - Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 10 - Input: Bosphorus 1080pClear Linux 35150CentOS StreamUbuntu 21.10Fedora Server 35AlmaLinux 8.4120240360480600SE +/- 5.39, N = 7SE +/- 6.45, N = 4SE +/- 3.94, N = 3SE +/- 4.86, N = 15SE +/- 6.17, N = 3571.97559.53539.63514.77500.01-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -O3 -fPIE -fPIC -O2 -pie -rdynamic -lpthread -lrt

Zstd Compression

Compression Level: 3 - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 3 - Decompression SpeedClear Linux 35150Fedora Server 35CentOS StreamUbuntu 21.109001800270036004500SE +/- 1.35, N = 2SE +/- 17.28, N = 5SE +/- 3.05, N = 24224.43955.63871.73717.21. Clear Linux 35150: *** zstd command line interface 64-bits v1.5.0, by Yann Collet ***2. Fedora Server 35: *** zstd command line interface 64-bits v1.5.0, by Yann Collet ***3. CentOS Stream: *** zstd command line interface 64-bits v1.4.4, by Yann Collet ***4. Ubuntu 21.10: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***

PyPerformance

Benchmark: json_loads

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: json_loadsUbuntu 21.10Fedora Server 35Clear Linux 35150AlmaLinux 8.4CentOS Stream510152025SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.09, N = 320.320.921.321.922.9

TNN

Target: CPU - Model: MobileNet v2

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.3Target: CPU - Model: MobileNet v2Fedora Server 35CentOS StreamUbuntu 21.10AlmaLinux 8.4Clear Linux 3515070140210280350SE +/- 1.11, N = 3SE +/- 0.22, N = 3SE +/- 3.36, N = 3SE +/- 1.54, N = 3SE +/- 0.30, N = 3286.13288.43302.52302.94320.66-O3 - MIN: 277.32 / MAX: 344.63-O3 - MIN: 286.43 / MAX: 332.5-O3 - MIN: 292.01 / MAX: 381.49-O2 - MIN: 297.63 / MAX: 358.46-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 317.51 / MAX: 351.181. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -fvisibility=default -rdynamic -ldl

Appleseed

Scene: Material Tester

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: Material TesterAlmaLinux 8.4Fedora Server 35Ubuntu 21.10Clear Linux 35150CentOS Stream70140210280350303.12328.83329.49333.79334.76

TNN

Target: CPU - Model: SqueezeNet v2

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.3Target: CPU - Model: SqueezeNet v2CentOS StreamFedora Server 35Ubuntu 21.10AlmaLinux 8.4Clear Linux 351501428425670SE +/- 0.67, N = 4SE +/- 0.10, N = 3SE +/- 0.11, N = 3SE +/- 0.15, N = 3SE +/- 0.30, N = 358.7059.6462.0862.2264.60-O3 - MIN: 57.13 / MAX: 60.65-O3 - MIN: 59.33 / MAX: 60.05-O3 - MIN: 61.81 / MAX: 62.45-O2 - MIN: 61.44 / MAX: 62.69-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 64.13 / MAX: 65.381. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -fvisibility=default -rdynamic -ldl

PyPerformance

Benchmark: float

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: floatFedora Server 35Clear Linux 35150Ubuntu 21.10AlmaLinux 8.4CentOS Stream20406080100SE +/- 0.12, N = 3SE +/- 0.17, N = 3SE +/- 0.00, N = 396.598.398.4106.0106.0

SVT-HEVC

Tuning: 7 - Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 7 - Input: Bosphorus 1080pClear Linux 35150Ubuntu 21.10CentOS StreamFedora Server 35AlmaLinux 8.480160240320400SE +/- 2.14, N = 3SE +/- 3.71, N = 3SE +/- 2.78, N = 3SE +/- 4.44, N = 3SE +/- 4.09, N = 3366.03355.53343.03342.00335.92-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -O3 -fPIE -fPIC -O2 -pie -rdynamic -lpthread -lrt

Zstd Compression

Compression Level: 19 - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 19 - Decompression SpeedClear Linux 35150CentOS StreamAlmaLinux 8.4Fedora Server 35Ubuntu 21.108001600240032004000SE +/- 5.13, N = 3SE +/- 7.36, N = 3SE +/- 2.73, N = 3SE +/- 13.77, N = 15SE +/- 17.07, N = 33863.83803.83786.43562.83560.11. Clear Linux 35150: *** zstd command line interface 64-bits v1.5.0, by Yann Collet ***2. CentOS Stream: *** zstd command line interface 64-bits v1.4.4, by Yann Collet ***3. AlmaLinux 8.4: *** 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: 19, Long Mode - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 19, Long Mode - Decompression SpeedClear Linux 35150CentOS StreamAlmaLinux 8.4Fedora Server 35Ubuntu 21.108001600240032004000SE +/- 5.05, N = 3SE +/- 10.20, N = 15SE +/- 9.77, N = 15SE +/- 16.04, N = 15SE +/- 10.26, N = 153922.63893.23854.73634.63628.01. Clear Linux 35150: *** zstd command line interface 64-bits v1.5.0, by Yann Collet ***2. CentOS Stream: *** zstd command line interface 64-bits v1.4.4, by Yann Collet ***3. AlmaLinux 8.4: *** 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 ***

POV-Ray

Trace Time

OpenBenchmarking.orgSeconds, Fewer Is BetterPOV-Ray 3.7.0.7Trace TimeCentOS StreamFedora Server 35Clear Linux 35150AlmaLinux 8.4Ubuntu 21.10246810SE +/- 0.012, N = 3SE +/- 0.045, N = 3SE +/- 0.020, N = 3SE +/- 0.050, N = 3SE +/- 0.017, N = 37.8948.0968.1218.2798.505-pthread-R/usr/lib-fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -R/usr/lib -lSDL -lpthread -lSM -lICE-pthread-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

Appleseed

Scene: Disney Material

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: Disney MaterialClear Linux 35150CentOS StreamAlmaLinux 8.4Ubuntu 21.10Fedora Server 35112233445545.9346.7447.3848.4849.12

GROMACS

Implementation: MPI CPU - Input: water_GMX50_bare

OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2021.2Implementation: MPI CPU - Input: water_GMX50_bareClear Linux 35150Ubuntu 21.10Fedora Server 35AlmaLinux 8.4CentOS Stream246810SE +/- 0.030, N = 3SE +/- 0.029, N = 3SE +/- 0.009, N = 3SE +/- 0.012, N = 3SE +/- 0.035, N = 37.4487.3897.3657.3327.037-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-O3-O3-O2 -pthread-O3 -pthread1. (CXX) g++ options:

ASTC Encoder

Preset: Exhaustive

OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 3.2Preset: ExhaustiveClear Linux 35150AlmaLinux 8.4Fedora Server 35Ubuntu 21.10CentOS Stream3691215SE +/- 0.0320, N = 3SE +/- 0.0020, N = 3SE +/- 0.0014, N = 3SE +/- 0.0011, N = 3SE +/- 0.0435, N = 39.04979.30849.33209.33359.4231-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-O2-O3-O3-O31. (CXX) g++ options: -flto -pthread

Blender

Blend File: Pabellon Barcelona - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Pabellon Barcelona - Compute: CPU-OnlyClear Linux 35150AlmaLinux 8.4CentOS StreamFedora Server 35Ubuntu 21.1020406080100SE +/- 0.11, N = 3SE +/- 0.17, N = 3SE +/- 0.16, N = 3SE +/- 0.11, N = 3SE +/- 0.07, N = 375.1075.5575.9676.9476.98

Blender

Blend File: BMW27 - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: BMW27 - Compute: CPU-OnlyClear Linux 35150AlmaLinux 8.4CentOS StreamUbuntu 21.10Fedora Server 35612182430SE +/- 0.05, N = 3SE +/- 0.06, N = 3SE +/- 0.20, N = 3SE +/- 0.08, N = 3SE +/- 0.10, N = 325.7625.9026.0426.2426.34

Embree

Binary: Pathtracer ISPC - Model: Crown

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.13Binary: Pathtracer ISPC - Model: CrownUbuntu 21.10Clear Linux 35150CentOS StreamAlmaLinux 8.4Fedora Server 351530456075SE +/- 0.05, N = 3SE +/- 0.05, N = 3SE +/- 0.11, N = 3SE +/- 0.08, N = 3SE +/- 0.04, N = 367.5067.3667.3167.2666.62MIN: 66.15 / MAX: 69.7MIN: 66.09 / MAX: 69.49MIN: 65.88 / MAX: 69.89MIN: 65.78 / MAX: 69.51MIN: 65.33 / MAX: 69.23

Embree

Binary: Pathtracer - Model: Crown

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.13Binary: Pathtracer - Model: CrownClear Linux 35150Ubuntu 21.10CentOS StreamFedora Server 35AlmaLinux 8.41632486480SE +/- 0.14, N = 3SE +/- 0.10, N = 3SE +/- 0.10, N = 3SE +/- 0.07, N = 3SE +/- 0.06, N = 373.2673.2573.1373.0372.33MIN: 71.57 / MAX: 75.62MIN: 71.54 / MAX: 75.84MIN: 71.52 / MAX: 75.78MIN: 71.56 / MAX: 76.06MIN: 70.72 / MAX: 75.17

OpenSSL

OpenBenchmarking.orgverify/s, More Is BetterOpenSSLClear Linux 35150AlmaLinux 8.4CentOS StreamFedora Server 35Ubuntu 21.10200K400K600K800K1000KSE +/- 113.24, N = 3SE +/- 691.47, N = 3SE +/- 1384.47, N = 3SE +/- 420.04, N = 3SE +/- 630.46, N = 31116179.51107864.11107523.81104173.31104066.21. Clear Linux 35150: OpenSSL 1.1.1l 24 Aug 20212. AlmaLinux 8.4: OpenSSL 1.1.1g FIPS 21 Apr 20203. CentOS Stream: OpenSSL 1.1.1k FIPS 25 Mar 20214. Fedora Server 35: OpenSSL 1.1.1l FIPS 24 Aug 20215. Ubuntu 21.10: OpenSSL 1.1.1l 24 Aug 2021

NAMD

ATPase Simulation - 327,506 Atoms

OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD 2.14ATPase Simulation - 327,506 AtomsUbuntu 21.10Fedora Server 35CentOS StreamClear Linux 35150AlmaLinux 8.40.06880.13760.20640.27520.344SE +/- 0.00022, N = 3SE +/- 0.00024, N = 3SE +/- 0.00024, N = 3SE +/- 0.00017, N = 3SE +/- 0.00050, N = 30.304110.305320.305330.305470.30595

Chaos Group V-RAY

Mode: CPU

OpenBenchmarking.orgvsamples, More Is BetterChaos Group V-RAY 5Mode: CPUAlmaLinux 8.4Clear Linux 35150CentOS StreamUbuntu 21.10Fedora Server 3514K28K42K56K70KSE +/- 397.47, N = 3SE +/- 1288.09, N = 12SE +/- 738.55, N = 3SE +/- 1753.86, N = 12SE +/- 1549.49, N = 156757266785661196427264059

Redis Memtier / Redis Benchmark

Test: SET

OpenBenchmarking.orgOperations Per Second, More Is BetterRedis Memtier / Redis BenchmarkTest: SETClear Linux 35150AlmaLinux 8.4Fedora Server 35CentOS StreamUbuntu 21.10150K300K450K600K750KSE +/- 5047.54, N = 12SE +/- 20060.27, N = 9SE +/- 23867.00, N = 12SE +/- 14596.67, N = 12SE +/- 19493.33, N = 12683056.48447109.20444590.35438576.82383801.551. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre2. Clear Linux 35150: Redis server v=6.2.6 sha=00000000:0 malloc=libc bits=64 build=83ecfd2f655ff3983. AlmaLinux 8.4: Redis server v=5.0.3 sha=00000000:0 malloc=jemalloc-5.1.0 bits=64 build=14b81d825631ff0c4. Fedora Server 35: Redis server v=6.2.5 sha=00000000:0 malloc=jemalloc-5.1.0 bits=64 build=c3bcbbc271a770f55. CentOS Stream: Redis server v=5.0.3 sha=00000000:0 malloc=jemalloc-5.1.0 bits=64 build=28849dbea6f07cc86. 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: MIX

OpenBenchmarking.orgOperations Per Second, More Is BetterRedis Memtier / Redis BenchmarkTest: MIXClear Linux 35150Fedora Server 35CentOS StreamAlmaLinux 8.4Ubuntu 21.10200K400K600K800K1000KSE +/- 15439.80, N = 9SE +/- 23559.48, N = 9SE +/- 4417.87, N = 3SE +/- 4236.26, N = 11SE +/- 2160.46, N = 3895409.93671289.24499065.63483247.87318221.711. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre2. Clear Linux 35150: Redis server v=6.2.6 sha=00000000:0 malloc=libc bits=64 build=83ecfd2f655ff3983. Fedora Server 35: Redis server v=6.2.5 sha=00000000:0 malloc=jemalloc-5.1.0 bits=64 build=c3bcbbc271a770f54. CentOS Stream: Redis server v=5.0.3 sha=00000000:0 malloc=jemalloc-5.1.0 bits=64 build=28849dbea6f07cc85. AlmaLinux 8.4: Redis server v=5.0.3 sha=00000000:0 malloc=jemalloc-5.1.0 bits=64 build=14b81d825631ff0c6. 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: GETClear Linux 35150Fedora Server 35CentOS StreamAlmaLinux 8.4Ubuntu 21.10200K400K600K800K1000KSE +/- 9977.44, N = 12SE +/- 30763.87, N = 12SE +/- 4021.65, N = 10SE +/- 3574.93, N = 3SE +/- 3124.18, N = 31018405.90690408.58538355.75521236.96309980.801. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre2. Clear Linux 35150: Redis server v=6.2.6 sha=00000000:0 malloc=libc bits=64 build=83ecfd2f655ff3983. Fedora Server 35: Redis server v=6.2.5 sha=00000000:0 malloc=jemalloc-5.1.0 bits=64 build=c3bcbbc271a770f54. CentOS Stream: Redis server v=5.0.3 sha=00000000:0 malloc=jemalloc-5.1.0 bits=64 build=28849dbea6f07cc85. AlmaLinux 8.4: Redis server v=5.0.3 sha=00000000:0 malloc=jemalloc-5.1.0 bits=64 build=14b81d825631ff0c6. 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: LPUSH and LPOP: lpush

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis Memtier / Redis BenchmarkTest: LPUSH and LPOP: lpushClear Linux 35150Ubuntu 21.10Fedora Server 35CentOS StreamAlmaLinux 8.4300K600K900K1200K1500KSE +/- 15753.94, N = 3SE +/- 16158.55, N = 14SE +/- 27292.00, N = 12SE +/- 9357.11, N = 3SE +/- 8338.52, N = 61300265.301291673.491146434.05845537.92817561.771. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre2. Clear Linux 35150: Redis server v=6.2.6 sha=00000000:0 malloc=libc bits=64 build=83ecfd2f655ff3983. Ubuntu 21.10: Redis server v=6.0.15 sha=00000000:0 malloc=jemalloc-5.2.1 bits=64 build=4610f4c3acf7fb254. Fedora Server 35: Redis server v=6.2.5 sha=00000000:0 malloc=jemalloc-5.1.0 bits=64 build=c3bcbbc271a770f55. CentOS Stream: Redis server v=5.0.3 sha=00000000:0 malloc=jemalloc-5.1.0 bits=64 build=28849dbea6f07cc86. AlmaLinux 8.4: Redis server v=5.0.3 sha=00000000:0 malloc=jemalloc-5.1.0 bits=64 build=14b81d825631ff0c

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 4KClear Linux 35150Fedora Server 35Ubuntu 21.10CentOS StreamAlmaLinux 8.4510152025SE +/- 0.06, N = 3SE +/- 0.22, N = 15SE +/- 0.45, N = 15SE +/- 0.09, N = 3SE +/- 0.37, N = 1518.8116.7914.6913.5713.20-pipe -fexceptions -ffat-lto-objects -fno-trapping-math -mtune=skylake-U_FORTIFY_SOURCE-U_FORTIFY_SOURCE-U_FORTIFY_SOURCE-U_FORTIFY_SOURCE1. (CXX) g++ options: -m64 -lm -lpthread -O3 -fPIC -std=gnu++11

Zstd Compression

Compression Level: 19, Long Mode - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 19, Long Mode - Compression SpeedFedora Server 35Clear Linux 35150Ubuntu 21.10AlmaLinux 8.4CentOS Stream1020304050SE +/- 1.64, N = 15SE +/- 0.35, N = 3SE +/- 0.48, N = 15SE +/- 0.20, N = 15SE +/- 0.29, N = 1543.041.538.714.314.11. Fedora Server 35: *** zstd command line interface 64-bits v1.5.0, by Yann Collet ***2. Clear Linux 35150: *** zstd command line interface 64-bits v1.5.0, by Yann Collet ***3. Ubuntu 21.10: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***4. AlmaLinux 8.4: *** zstd command line interface 64-bits v1.4.4, by Yann Collet ***5. CentOS Stream: *** zstd command line interface 64-bits v1.4.4, by Yann Collet ***

High Performance Conjugate Gradient

OpenBenchmarking.orgGFLOP/s, More Is BetterHigh Performance Conjugate Gradient 3.1Ubuntu 21.10Clear Linux 35150CentOS StreamFedora Server 35AlmaLinux 8.4816243240SE +/- 0.14, N = 3SE +/- 0.71, N = 11SE +/- 0.62, N = 12SE +/- 0.23, N = 7SE +/- 0.21, N = 334.8333.2825.8925.4325.03-lmpi_cxx-pthread -lmpi_cxx-lmpi_cxx-fexceptions -pthread -lmpi_cxx1. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -lmpi

Phoronix Test Suite v10.8.4