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&gru&rdt.

AMD EPYC 7003 Fall 2021 Linux ComparisonProcessorMotherboardChipsetMemoryDiskGraphicsAudioNetworkOSKernelDesktopDisplay ServerVulkanCompilerFile-SystemScreen ResolutionUbuntu 21.10Clear Linux 35150CentOS StreamAlmaLinux 8.4Fedora Server 352 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 X550TUbuntu 21.105.13.0-20-generic (x86_64)GNOME Shell 40.5X Server1.1.182GCC 11.2.0ext41024x768Clear 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 11.1.01920x1080CentOS Stream 84.18.0-348.el8.x86_64 (x86_64)GNOME Shell 3.32.2X ServerGCC 8.5.0 20210514xfsAlmaLinux 8.44.18.0-305.el8.x86_64 (x86_64)GCC 8.4.1 20200928Fedora Linux 355.14.14-300.fc35.x86_64 (x86_64)GCC 11.2.1 20210728OpenBenchmarking.orgKernel Details- Ubuntu 21.10: Transparent Huge Pages: madvise- Clear Linux 35150: Transparent Huge Pages: always- CentOS Stream: Transparent Huge Pages: always- AlmaLinux 8.4: Transparent Huge Pages: always- Fedora Server 35: Transparent Huge Pages: madviseCompiler Details- 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 - 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 - 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 - 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 - 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 Processor Details- Ubuntu 21.10: Scaling Governor: acpi-cpufreq schedutil (Boost: Enabled) - CPU Microcode: 0xa001114- Clear Linux 35150: Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xa001114- CentOS Stream: Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xa001114- AlmaLinux 8.4: Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xa001114- Fedora Server 35: Scaling Governor: acpi-cpufreq schedutil (Boost: Enabled) - CPU Microcode: 0xa001114Python Details- Ubuntu 21.10: Python 3.9.7- Clear Linux 35150: Python 3.9.7- CentOS Stream: Python 3.6.8- AlmaLinux 8.4: Python 3.6.8- Fedora Server 35: Python 3.10.0Security Details- 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 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- 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- 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- 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 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 Comparisonopenssl: SHA256embree: Pathtracer - Crownembree: Pathtracer ISPC - Crownkvazaar: Bosphorus 4K - Very Fastkvazaar: Bosphorus 4K - Ultra Fastsvt-av1: Preset 8 - Bosphorus 4Ksvt-hevc: 7 - Bosphorus 1080psvt-hevc: 10 - Bosphorus 1080psvt-vp9: PSNR/SSIM Optimized - Bosphorus 1080psvt-vp9: Visual Quality Optimized - Bosphorus 1080pvpxenc: Speed 5 - Bosphorus 4Kx265: Bosphorus 4Khpcg: mt-dgemm: Sustained Floating-Point Rateoidn: RT.hdr_alb_nrm.3840x2160compress-zstd: 3 - Compression Speedcompress-zstd: 3 - Decompression Speedcompress-zstd: 8 - Compression Speedcompress-zstd: 19 - Compression Speedcompress-zstd: 19 - Decompression Speedcompress-zstd: 3, Long Mode - Compression Speedcompress-zstd: 3, Long Mode - Decompression Speedcompress-zstd: 8, Long Mode - Compression Speedcompress-zstd: 8, Long Mode - Decompression Speedcompress-zstd: 19, Long Mode - Compression Speedcompress-zstd: 19, Long Mode - Decompression Speedgromacs: MPI CPU - water_GMX50_bareredis: GETredis: MIXredis: SETredis: LPUSH and LPOP: lpopredis: LPUSH and LPOP: lpushnumpy: pgbench: 100 - 250 - Read Onlypgbench: 100 - 500 - Read Onlypgbench: 100 - 500 - Read Writeopenssl: v-ray: CPUnamd: ATPase Simulation - 327,506 Atomspybench: Total For Average Test Timespyperformance: gopyperformance: floatpyperformance: nbodypyperformance: pathlibpyperformance: raytracepyperformance: json_loadspyperformance: crypto_pyaespyperformance: regex_compilepyperformance: python_startuppyperformance: django_templatepyperformance: pickle_pure_pythonpgbench: 100 - 250 - Read Only - Average Latencypgbench: 100 - 500 - Read Only - Average Latencypgbench: 100 - 500 - Read Write - Average Latencytnn: CPU - MobileNet v2tnn: CPU - SqueezeNet v2tnn: CPU - SqueezeNet v1.1wireguard: povray: Trace Timeastcenc: Exhaustivegegl: Reflectblender: BMW27 - CPU-Onlyblender: Pabellon Barcelona - CPU-Onlyappleseed: Disney Materialappleseed: Material TesterUbuntu 21.10Clear Linux 35150CentOS StreamAlmaLinux 8.4Fedora Server 359854864288373.247767.501726.2750.2461.561355.53539.63404.95350.9514.6922.3034.829322.4495261.805872.43717.23228.378.13560.1163.73938.4184.44087.238.73628.07.389309980.80318221.71383801.551189084.421291673.49437.0317263191719142589001104066.2642720.3041186622098.410915.241420.389.11517.3141.43880.1450.2918.492302.52062.076251.700404.9968.5059.333527.90226.2476.9848.475275329.48611810321859912073.261067.362757.0065.9366.847366.03571.97433.62359.6718.8126.0033.284129.4513901.828081.64224.44832.498.13863.8966.74594918.24758.141.53922.67.4481018405.90895409.93683056.481358711.351300265.3556.6620536662003553560071116179.5667850.3054788122198.311113.540921.389.11468.4541.63760.1220.2508.929320.66464.599319.412323.8078.1219.049723.36925.7675.1045.927436333.7860728990749837373.134267.307649.5365.2760.063343.03559.53401.72333.2913.5724.7325.889429.1261521.8210117.13871.73538.182.13803.8327.34212.2323.74403.814.13893.27.037538355.75499065.63438576.82812968.83845537.92480.3820009711922547650891107523.8661190.3053399025410611717.551322.994.718010.464.94700.1250.2607.683288.43358.701249.4867.8949.423129.33726.0475.9646.741895334.7581569167179199372.326667.264149.1665.3757.497335.92500.01375.97311.1613.2027.0325.030620.2530041.479979.83584.383.13786.4342.44198.8322.04387.314.33854.77.332521236.96483247.87447109.20822492.46817561.77474.7320222851962346612621107864.1675720.3059599225110611317.151121.992.717810.165.14720.1240.2558.162302.93762.224257.3868.2799.308429.21825.9075.5547.376638303.1202969961109357373.032266.620125.8749.3759.682342.00514.77396.54328.7616.7921.5825.428822.1315581.776137.83955.64405.188.33562.8574.04210.0682.64390.843.03634.67.365690408.58671289.24444590.351199916.671146434.05500.3316937651880401589261104173.3640590.30532103621396.513416.143820.91081597.1143.14130.1480.2668.486286.13059.637251.235394.8068.0969.332026.95426.3476.9449.120788328.826579OpenBenchmarking.org

OpenSSL

Algorithm: SHA256

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.0Algorithm: SHA256Ubuntu 21.10Clear Linux 35150CentOS StreamAlmaLinux 8.4Fedora Server 3520000M40000M60000M80000M100000MSE +/- 37689879.19, N = 3SE +/- 155150645.70, N = 3SE +/- 1160628126.12, N = 3SE +/- 62638981.93, N = 3SE +/- 118881860.55, N = 398548642883103218599120899074983739167179199399611093573-pipe -fexceptions -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl

Embree

Binary: Pathtracer - Model: Crown

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.13Binary: Pathtracer - Model: CrownUbuntu 21.10Clear Linux 35150CentOS StreamAlmaLinux 8.4Fedora Server 351632486480SE +/- 0.10, N = 3SE +/- 0.14, N = 3SE +/- 0.10, N = 3SE +/- 0.06, N = 3SE +/- 0.07, N = 373.2573.2673.1372.3373.03MIN: 71.54 / MAX: 75.84MIN: 71.57 / MAX: 75.62MIN: 71.52 / MAX: 75.78MIN: 70.72 / MAX: 75.17MIN: 71.56 / MAX: 76.06

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

Kvazaar

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

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.1Video Input: Bosphorus 4K - Video Preset: Very FastUbuntu 21.10Clear Linux 35150CentOS StreamAlmaLinux 8.4Fedora Server 351326395265SE +/- 0.06, N = 3SE +/- 0.07, N = 3SE +/- 0.16, N = 3SE +/- 0.28, N = 3SE +/- 0.11, N = 326.2757.0049.5349.1625.87-O2-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-O2-O2-O21. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -lpthread -lm -lrt

Kvazaar

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

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.1Video Input: Bosphorus 4K - Video Preset: Ultra FastUbuntu 21.10Clear Linux 35150CentOS StreamAlmaLinux 8.4Fedora Server 351530456075SE +/- 0.09, N = 3SE +/- 0.29, N = 3SE +/- 0.54, N = 3SE +/- 0.87, N = 3SE +/- 0.13, N = 350.2465.9365.2765.3749.37-O2-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-O2-O2-O21. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -lpthread -lm -lrt

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 4KUbuntu 21.10Clear Linux 35150CentOS StreamAlmaLinux 8.4Fedora Server 351530456075SE +/- 0.27, N = 3SE +/- 0.09, N = 3SE +/- 0.24, N = 3SE +/- 0.46, N = 3SE +/- 0.12, N = 361.5666.8560.0657.5059.68-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CXX) g++ options: -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq -pie

SVT-HEVC

Tuning: 7 - Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 7 - Input: Bosphorus 1080pUbuntu 21.10Clear Linux 35150CentOS StreamAlmaLinux 8.4Fedora Server 3580160240320400SE +/- 3.71, N = 3SE +/- 2.14, N = 3SE +/- 2.78, N = 3SE +/- 4.09, N = 3SE +/- 4.44, N = 3355.53366.03343.03335.92342.00-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt

SVT-HEVC

Tuning: 10 - Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 10 - Input: Bosphorus 1080pUbuntu 21.10Clear Linux 35150CentOS StreamAlmaLinux 8.4Fedora Server 35120240360480600SE +/- 3.94, N = 3SE +/- 5.39, N = 7SE +/- 6.45, N = 4SE +/- 6.17, N = 3SE +/- 4.86, N = 15539.63571.97559.53500.01514.77-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt

SVT-VP9

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

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.3Tuning: PSNR/SSIM Optimized - Input: Bosphorus 1080pUbuntu 21.10Clear Linux 35150CentOS StreamAlmaLinux 8.4Fedora Server 3590180270360450SE +/- 5.36, N = 12SE +/- 4.96, N = 15SE +/- 3.86, N = 15SE +/- 4.39, N = 4SE +/- 4.11, N = 3404.95433.62401.72375.97396.54-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: Visual Quality Optimized - Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.3Tuning: Visual Quality Optimized - Input: Bosphorus 1080pUbuntu 21.10Clear Linux 35150CentOS StreamAlmaLinux 8.4Fedora Server 3580160240320400SE +/- 2.47, N = 12SE +/- 4.31, N = 4SE +/- 2.64, N = 15SE +/- 1.33, N = 3SE +/- 3.34, N = 3350.95359.67333.29311.16328.76-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

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 4KUbuntu 21.10Clear Linux 35150CentOS StreamAlmaLinux 8.4Fedora Server 35510152025SE +/- 0.45, N = 15SE +/- 0.06, N = 3SE +/- 0.09, N = 3SE +/- 0.37, N = 15SE +/- 0.22, N = 1514.6918.8113.5713.2016.79-U_FORTIFY_SOURCE-pipe -fexceptions -ffat-lto-objects -fno-trapping-math -mtune=skylake-U_FORTIFY_SOURCE-U_FORTIFY_SOURCE-U_FORTIFY_SOURCE1. (CXX) g++ options: -m64 -lm -lpthread -O3 -fPIC -std=gnu++11

x265

Video Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is Betterx265 3.4Video Input: Bosphorus 4KUbuntu 21.10Clear Linux 35150CentOS StreamAlmaLinux 8.4Fedora Server 35612182430SE +/- 0.23, N = 5SE +/- 0.13, N = 3SE +/- 0.20, N = 3SE +/- 0.34, N = 3SE +/- 0.22, N = 322.3026.0024.7327.0321.58-O3 -lnuma-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -lnuma-O3-O2-O31. (CXX) g++ options: -rdynamic -lpthread -lrt -ldl

High Performance Conjugate Gradient

OpenBenchmarking.orgGFLOP/s, More Is BetterHigh Performance Conjugate Gradient 3.1Ubuntu 21.10Clear Linux 35150CentOS StreamAlmaLinux 8.4Fedora Server 35816243240SE +/- 0.14, N = 3SE +/- 0.71, N = 11SE +/- 0.62, N = 12SE +/- 0.21, N = 3SE +/- 0.23, N = 734.8333.2825.8925.0325.43-lmpi_cxx-pthread -lmpi_cxx-fexceptions -pthread -lmpi_cxx-lmpi_cxx1. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -lmpi

ACES DGEMM

Sustained Floating-Point Rate

OpenBenchmarking.orgGFLOP/s, More Is BetterACES DGEMM 1.0Sustained Floating-Point RateUbuntu 21.10Clear Linux 35150CentOS StreamAlmaLinux 8.4Fedora Server 35714212835SE +/- 0.30, N = 15SE +/- 0.42, N = 15SE +/- 0.21, N = 15SE +/- 0.08, N = 3SE +/- 0.29, N = 1522.4529.4529.1320.2522.13-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -O3 -march=native -fopenmp

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.3840x2160Ubuntu 21.10Clear Linux 35150CentOS StreamAlmaLinux 8.4Fedora Server 350.40950.8191.22851.6382.0475SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 31.801.821.821.471.77

Zstd Compression

Compression Level: 3 - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 3 - Compression SpeedAlmaLinux 8.4Ubuntu 21.10Clear Linux 35150CentOS StreamFedora Server 352K4K6K8K10KSE +/- 78.10, N = 3SE +/- 162.04, N = 12SE +/- 78.84, N = 3SE +/- 60.57, N = 3SE +/- 121.78, N = 1210094.45872.48081.610117.16137.81. AlmaLinux 8.4: *** zstd command line interface 64-bits v1.4.4, by Yann Collet ***2. Ubuntu 21.10: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***3. Clear Linux 35150: *** zstd command line interface 64-bits v1.5.0, by Yann Collet ***4. CentOS Stream: *** zstd command line interface 64-bits v1.4.4, by Yann Collet ***5. Fedora Server 35: *** zstd command line interface 64-bits v1.5.0, by Yann Collet ***

Zstd Compression

Compression Level: 3 - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 3 - Decompression SpeedUbuntu 21.10Clear Linux 35150CentOS StreamFedora Server 359001800270036004500SE +/- 1.35, N = 2SE +/- 3.05, N = 2SE +/- 17.28, N = 53717.24224.43871.73955.61. Ubuntu 21.10: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***2. Clear Linux 35150: *** 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. Fedora Server 35: *** zstd command line interface 64-bits v1.5.0, by Yann Collet ***

Zstd Compression

Compression Level: 8 - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 8 - Compression SpeedClear Linux 35150Ubuntu 21.10CentOS StreamAlmaLinux 8.4Fedora Server 3510002000300040005000SE +/- 35.88, N = 3SE +/- 34.72, N = 15SE +/- 24.96, N = 3SE +/- 17.65, N = 3SE +/- 21.26, N = 34782.83228.33538.13584.34405.11. Clear Linux 35150: *** zstd command line interface 64-bits v1.5.0, by Yann Collet ***2. Ubuntu 21.10: *** zstd command line interface 64-bits v1.4.8, 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. Fedora Server 35: *** zstd command line interface 64-bits v1.5.0, by Yann Collet ***

Zstd Compression

Compression Level: 19 - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 19 - Compression SpeedUbuntu 21.10Clear Linux 35150CentOS StreamAlmaLinux 8.4Fedora Server 3520406080100SE +/- 0.90, N = 3SE +/- 0.81, N = 3SE +/- 0.40, N = 3SE +/- 0.49, N = 3SE +/- 0.81, N = 1578.198.182.183.188.31. Ubuntu 21.10: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***2. Clear Linux 35150: *** 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. Fedora Server 35: *** zstd command line interface 64-bits v1.5.0, by Yann Collet ***

Zstd Compression

Compression Level: 19 - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 19 - Decompression SpeedUbuntu 21.10Clear Linux 35150CentOS StreamAlmaLinux 8.4Fedora Server 358001600240032004000SE +/- 17.07, N = 3SE +/- 5.13, N = 3SE +/- 7.36, N = 3SE +/- 2.73, N = 3SE +/- 13.77, N = 153560.13863.83803.83786.43562.81. Ubuntu 21.10: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***2. Clear Linux 35150: *** 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. Fedora Server 35: *** zstd command line interface 64-bits v1.5.0, 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 35150Ubuntu 21.10CentOS StreamAlmaLinux 8.4Fedora Server 352004006008001000SE +/- 0.66, N = 3SE +/- 1.37, N = 3SE +/- 4.00, N = 4SE +/- 7.20, N = 12SE +/- 0.85, N = 3971.1163.7327.3342.4574.01. Clear Linux 35150: *** zstd command line interface 64-bits v1.5.0, by Yann Collet ***2. Ubuntu 21.10: *** zstd command line interface 64-bits v1.4.8, 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. Fedora Server 35: *** zstd command line interface 64-bits v1.5.0, by Yann Collet ***

Zstd Compression

Compression Level: 3, Long Mode - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 3, Long Mode - Decompression SpeedUbuntu 21.10Clear Linux 35150CentOS StreamAlmaLinux 8.4Fedora Server 3510002000300040005000SE +/- 38.54, N = 3SE +/- 4.77, N = 4SE +/- 2.79, N = 12SE +/- 21.11, N = 33938.44594.04212.24198.84210.01. Ubuntu 21.10: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***2. Clear Linux 35150: *** 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. Fedora Server 35: *** zstd command line interface 64-bits v1.5.0, by Yann Collet ***

Zstd Compression

Compression Level: 8, Long Mode - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 8, Long Mode - Compression SpeedUbuntu 21.10Clear Linux 35150CentOS StreamAlmaLinux 8.4Fedora Server 352004006008001000SE +/- 1.53, N = 3SE +/- 11.06, N = 15SE +/- 2.34, N = 15SE +/- 2.66, N = 15SE +/- 2.56, N = 3184.4918.2323.7322.0682.61. Ubuntu 21.10: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***2. Clear Linux 35150: *** 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. Fedora Server 35: *** zstd command line interface 64-bits v1.5.0, by Yann Collet ***

Zstd Compression

Compression Level: 8, Long Mode - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 8, Long Mode - Decompression SpeedUbuntu 21.10Clear Linux 35150CentOS StreamAlmaLinux 8.4Fedora Server 3510002000300040005000SE +/- 23.42, N = 3SE +/- 3.11, N = 15SE +/- 3.67, N = 15SE +/- 5.68, N = 15SE +/- 52.30, N = 34087.24758.14403.84387.34390.81. Ubuntu 21.10: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***2. Clear Linux 35150: *** 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. Fedora Server 35: *** zstd command line interface 64-bits v1.5.0, by Yann Collet ***

Zstd Compression

Compression Level: 19, Long Mode - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 19, Long Mode - Compression SpeedUbuntu 21.10Clear Linux 35150CentOS StreamAlmaLinux 8.4Fedora Server 351020304050SE +/- 0.48, N = 15SE +/- 0.35, N = 3SE +/- 0.29, N = 15SE +/- 0.20, N = 15SE +/- 1.64, N = 1538.741.514.114.343.01. Ubuntu 21.10: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***2. Clear Linux 35150: *** 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. Fedora Server 35: *** zstd command line interface 64-bits v1.5.0, by Yann Collet ***

Zstd Compression

Compression Level: 19, Long Mode - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 19, Long Mode - Decompression SpeedUbuntu 21.10Clear Linux 35150CentOS StreamAlmaLinux 8.4Fedora Server 358001600240032004000SE +/- 10.26, N = 15SE +/- 5.05, N = 3SE +/- 10.20, N = 15SE +/- 9.77, N = 15SE +/- 16.04, N = 153628.03922.63893.23854.73634.61. Ubuntu 21.10: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***2. Clear Linux 35150: *** 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. Fedora Server 35: *** zstd command line interface 64-bits v1.5.0, by Yann Collet ***

GROMACS

Implementation: MPI CPU - Input: water_GMX50_bare

OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2021.2Implementation: MPI CPU - Input: water_GMX50_bareUbuntu 21.10Clear Linux 35150CentOS StreamAlmaLinux 8.4Fedora Server 35246810SE +/- 0.029, N = 3SE +/- 0.030, N = 3SE +/- 0.035, N = 3SE +/- 0.012, N = 3SE +/- 0.009, N = 37.3897.4487.0377.3327.365-O3-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-O3 -pthread-O2 -pthread-O31. (CXX) g++ options:

Redis Memtier / Redis Benchmark

Test: GET

OpenBenchmarking.orgOperations Per Second, More Is BetterRedis Memtier / Redis BenchmarkTest: GETUbuntu 21.10Clear Linux 35150CentOS StreamAlmaLinux 8.4Fedora Server 35200K400K600K800K1000KSE +/- 3124.18, N = 3SE +/- 9977.44, N = 12SE +/- 4021.65, N = 10SE +/- 3574.93, N = 3SE +/- 30763.87, N = 12309980.801018405.90538355.75521236.96690408.581. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre2. Ubuntu 21.10: Redis server v=6.0.15 sha=00000000:0 malloc=jemalloc-5.2.1 bits=64 build=4610f4c3acf7fb253. Clear Linux 35150: Redis server v=6.2.6 sha=00000000:0 malloc=libc bits=64 build=83ecfd2f655ff3984. 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. Fedora Server 35: Redis server v=6.2.5 sha=00000000:0 malloc=jemalloc-5.1.0 bits=64 build=c3bcbbc271a770f5

Redis Memtier / Redis Benchmark

Test: MIX

OpenBenchmarking.orgOperations Per Second, More Is BetterRedis Memtier / Redis BenchmarkTest: MIXUbuntu 21.10Clear Linux 35150CentOS StreamAlmaLinux 8.4Fedora Server 35200K400K600K800K1000KSE +/- 2160.46, N = 3SE +/- 15439.80, N = 9SE +/- 4417.87, N = 3SE +/- 4236.26, N = 11SE +/- 23559.48, N = 9318221.71895409.93499065.63483247.87671289.241. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre2. Ubuntu 21.10: Redis server v=6.0.15 sha=00000000:0 malloc=jemalloc-5.2.1 bits=64 build=4610f4c3acf7fb253. Clear Linux 35150: Redis server v=6.2.6 sha=00000000:0 malloc=libc bits=64 build=83ecfd2f655ff3984. 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. Fedora Server 35: Redis server v=6.2.5 sha=00000000:0 malloc=jemalloc-5.1.0 bits=64 build=c3bcbbc271a770f5

Redis Memtier / Redis Benchmark

Test: SET

OpenBenchmarking.orgOperations Per Second, More Is BetterRedis Memtier / Redis BenchmarkTest: SETUbuntu 21.10Clear Linux 35150CentOS StreamAlmaLinux 8.4Fedora Server 35150K300K450K600K750KSE +/- 19493.33, N = 12SE +/- 5047.54, N = 12SE +/- 14596.67, N = 12SE +/- 20060.27, N = 9SE +/- 23867.00, N = 12383801.55683056.48438576.82447109.20444590.351. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre2. Ubuntu 21.10: Redis server v=6.0.15 sha=00000000:0 malloc=jemalloc-5.2.1 bits=64 build=4610f4c3acf7fb253. Clear Linux 35150: Redis server v=6.2.6 sha=00000000:0 malloc=libc bits=64 build=83ecfd2f655ff3984. 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. Fedora Server 35: Redis server v=6.2.5 sha=00000000:0 malloc=jemalloc-5.1.0 bits=64 build=c3bcbbc271a770f5

Redis Memtier / Redis Benchmark

Test: LPUSH and LPOP: lpop

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis Memtier / Redis BenchmarkTest: LPUSH and LPOP: lpopUbuntu 21.10Clear Linux 35150CentOS StreamAlmaLinux 8.4Fedora Server 35300K600K900K1200K1500KSE +/- 6262.88, N = 3SE +/- 12884.54, N = 6SE +/- 1389.78, N = 3SE +/- 7734.28, N = 3SE +/- 9411.78, N = 161189084.421358711.35812968.83822492.461199916.671. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre2. Ubuntu 21.10: Redis server v=6.0.15 sha=00000000:0 malloc=jemalloc-5.2.1 bits=64 build=4610f4c3acf7fb253. Clear Linux 35150: Redis server v=6.2.6 sha=00000000:0 malloc=libc bits=64 build=83ecfd2f655ff3984. 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. Fedora Server 35: Redis server v=6.2.5 sha=00000000:0 malloc=jemalloc-5.1.0 bits=64 build=c3bcbbc271a770f5

Redis Memtier / Redis Benchmark

Test: LPUSH and LPOP: lpush

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis Memtier / Redis BenchmarkTest: LPUSH and LPOP: lpushUbuntu 21.10Clear Linux 35150CentOS StreamAlmaLinux 8.4Fedora Server 35300K600K900K1200K1500KSE +/- 16158.55, N = 14SE +/- 15753.94, N = 3SE +/- 9357.11, N = 3SE +/- 8338.52, N = 6SE +/- 27292.00, N = 121291673.491300265.30845537.92817561.771146434.051. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre2. Ubuntu 21.10: Redis server v=6.0.15 sha=00000000:0 malloc=jemalloc-5.2.1 bits=64 build=4610f4c3acf7fb253. Clear Linux 35150: Redis server v=6.2.6 sha=00000000:0 malloc=libc bits=64 build=83ecfd2f655ff3984. 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. Fedora Server 35: Redis server v=6.2.5 sha=00000000:0 malloc=jemalloc-5.1.0 bits=64 build=c3bcbbc271a770f5

Numpy Benchmark

OpenBenchmarking.orgScore, More Is BetterNumpy BenchmarkUbuntu 21.10Clear Linux 35150CentOS StreamAlmaLinux 8.4Fedora Server 35120240360480600SE +/- 1.06, N = 3SE +/- 0.88, N = 3SE +/- 1.60, N = 3SE +/- 0.71, N = 3SE +/- 0.62, N = 3437.03556.66480.38474.73500.33

PostgreSQL pgbench

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

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 14.0Scaling Factor: 100 - Clients: 250 - Mode: Read OnlyUbuntu 21.10Clear Linux 35150CentOS StreamAlmaLinux 8.4Fedora Server 35400K800K1200K1600K2000KSE +/- 21431.80, N = 3SE +/- 20119.29, N = 3SE +/- 4608.10, N = 3SE +/- 3180.97, N = 3SE +/- 4480.00, N = 317263192053666200097120222851693765-O2-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-O2 -lpthread -lrt -ldl-O2 -lpthread -lrt -ldl-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 OnlyUbuntu 21.10Clear Linux 35150CentOS StreamAlmaLinux 8.4Fedora Server 35400K800K1200K1600K2000KSE +/- 5531.30, N = 3SE +/- 7404.19, N = 3SE +/- 5113.94, N = 3SE +/- 6084.64, N = 3SE +/- 6708.77, N = 317191422003553192254719623461880401-O2-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-O2 -lpthread -lrt -ldl-O2 -lpthread -lrt -ldl-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 WriteUbuntu 21.10Clear Linux 35150CentOS StreamAlmaLinux 8.4Fedora Server 3514K28K42K56K70KSE +/- 818.76, N = 3SE +/- 548.57, N = 3SE +/- 427.26, N = 3SE +/- 430.72, N = 3SE +/- 368.87, N = 35890056007650896126258926-O2-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-O2 -lpthread -lrt -ldl-O2 -lpthread -lrt -ldl-O21. (CC) gcc options: -fno-strict-aliasing -fwrapv -lpgcommon -lpgport -lpq -lm

OpenSSL

OpenBenchmarking.orgverify/s, More Is BetterOpenSSLUbuntu 21.10Clear Linux 35150CentOS StreamAlmaLinux 8.4Fedora Server 35200K400K600K800K1000KSE +/- 630.46, N = 3SE +/- 113.24, N = 3SE +/- 1384.47, N = 3SE +/- 691.47, N = 3SE +/- 420.04, N = 31104066.21116179.51107523.81107864.11104173.31. Ubuntu 21.10: OpenSSL 1.1.1l 24 Aug 20212. Clear Linux 35150: OpenSSL 1.1.1l 24 Aug 20213. CentOS Stream: OpenSSL 1.1.1k FIPS 25 Mar 20214. AlmaLinux 8.4: OpenSSL 1.1.1g FIPS 21 Apr 20205. Fedora Server 35: OpenSSL 1.1.1l FIPS 24 Aug 2021

Chaos Group V-RAY

Mode: CPU

OpenBenchmarking.orgvsamples, More Is BetterChaos Group V-RAY 5Mode: CPUUbuntu 21.10Clear Linux 35150CentOS StreamAlmaLinux 8.4Fedora Server 3514K28K42K56K70KSE +/- 1753.86, N = 12SE +/- 1288.09, N = 12SE +/- 738.55, N = 3SE +/- 397.47, N = 3SE +/- 1549.49, N = 156427266785661196757264059

NAMD

ATPase Simulation - 327,506 Atoms

OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD 2.14ATPase Simulation - 327,506 AtomsUbuntu 21.10Clear Linux 35150CentOS StreamAlmaLinux 8.4Fedora Server 350.06880.13760.20640.27520.344SE +/- 0.00022, N = 3SE +/- 0.00017, N = 3SE +/- 0.00024, N = 3SE +/- 0.00050, N = 3SE +/- 0.00024, N = 30.304110.305470.305330.305950.30532

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: goUbuntu 21.10Clear Linux 35150CentOS StreamAlmaLinux 8.4Fedora Server 3560120180240300SE +/- 0.33, N = 3SE +/- 0.00, N = 3SE +/- 0.58, N = 3SE +/- 0.33, N = 3220221254251213

PyPerformance

Benchmark: float

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: floatUbuntu 21.10Clear Linux 35150CentOS StreamAlmaLinux 8.4Fedora Server 3520406080100SE +/- 0.00, N = 3SE +/- 0.17, N = 3SE +/- 0.12, N = 398.498.3106.0106.096.5

PyPerformance

Benchmark: nbody

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: nbodyUbuntu 21.10Clear Linux 35150CentOS StreamAlmaLinux 8.4Fedora Server 35306090120150SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.88, N = 3109111117113134

PyPerformance

Benchmark: pathlib

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pathlibUbuntu 21.10Clear Linux 35150CentOS StreamAlmaLinux 8.4Fedora Server 3548121620SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 315.213.517.517.116.1

PyPerformance

Benchmark: raytrace

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: raytraceUbuntu 21.10Clear Linux 35150CentOS StreamAlmaLinux 8.4Fedora Server 35110220330440550SE +/- 0.88, N = 3SE +/- 0.33, N = 3SE +/- 0.58, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3414409513511438

PyPerformance

Benchmark: json_loads

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: json_loadsUbuntu 21.10Clear Linux 35150CentOS StreamAlmaLinux 8.4Fedora Server 35510152025SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.09, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 320.321.322.921.920.9

PyPerformance

Benchmark: crypto_pyaes

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: crypto_pyaesUbuntu 21.10Clear Linux 35150CentOS StreamAlmaLinux 8.4Fedora Server 3520406080100SE +/- 0.09, N = 3SE +/- 0.12, N = 3SE +/- 0.09, N = 3SE +/- 0.07, N = 3SE +/- 0.58, N = 389.189.194.792.7108.0

PyPerformance

Benchmark: regex_compile

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: regex_compileUbuntu 21.10Clear Linux 35150CentOS StreamAlmaLinux 8.4Fedora Server 354080120160200SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.33, N = 3151146180178159

PyPerformance

Benchmark: python_startup

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: python_startupUbuntu 21.10Clear Linux 35150CentOS StreamAlmaLinux 8.4Fedora Server 353691215SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 37.318.4510.4010.107.11

PyPerformance

Benchmark: django_template

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: django_templateUbuntu 21.10Clear Linux 35150CentOS StreamAlmaLinux 8.4Fedora Server 351530456075SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 3SE +/- 0.07, N = 3SE +/- 0.07, N = 341.441.664.965.143.1

PyPerformance

Benchmark: pickle_pure_python

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pickle_pure_pythonUbuntu 21.10Clear Linux 35150CentOS StreamAlmaLinux 8.4Fedora Server 35100200300400500SE +/- 0.33, N = 3SE +/- 0.58, N = 3SE +/- 0.58, N = 3SE +/- 1.20, N = 3SE +/- 1.20, N = 3388376470472413

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 LatencyUbuntu 21.10Clear Linux 35150CentOS StreamAlmaLinux 8.4Fedora Server 350.03330.06660.09990.13320.1665SE +/- 0.002, N = 3SE +/- 0.001, N = 3SE +/- 0.000, N = 3SE +/- 0.000, N = 3SE +/- 0.000, N = 30.1450.1220.1250.1240.148-O2-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-O2 -lpthread -lrt -ldl-O2 -lpthread -lrt -ldl-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 LatencyUbuntu 21.10Clear Linux 35150CentOS StreamAlmaLinux 8.4Fedora Server 350.06550.1310.19650.2620.3275SE +/- 0.001, N = 3SE +/- 0.001, N = 3SE +/- 0.001, N = 3SE +/- 0.001, N = 3SE +/- 0.001, N = 30.2910.2500.2600.2550.266-O2-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-O2 -lpthread -lrt -ldl-O2 -lpthread -lrt -ldl-O21. (CC) gcc options: -fno-strict-aliasing -fwrapv -lpgcommon -lpgport -lpq -lm

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 LatencyUbuntu 21.10Clear Linux 35150CentOS StreamAlmaLinux 8.4Fedora Server 35246810SE +/- 0.119, N = 3SE +/- 0.087, N = 3SE +/- 0.050, N = 3SE +/- 0.058, N = 3SE +/- 0.053, N = 38.4928.9297.6838.1628.486-O2-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-O2 -lpthread -lrt -ldl-O2 -lpthread -lrt -ldl-O21. (CC) gcc options: -fno-strict-aliasing -fwrapv -lpgcommon -lpgport -lpq -lm

TNN

Target: CPU - Model: MobileNet v2

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.3Target: CPU - Model: MobileNet v2Ubuntu 21.10Clear Linux 35150CentOS StreamAlmaLinux 8.4Fedora Server 3570140210280350SE +/- 3.36, N = 3SE +/- 0.30, N = 3SE +/- 0.22, N = 3SE +/- 1.54, N = 3SE +/- 1.11, N = 3302.52320.66288.43302.94286.13-O3 - MIN: 292.01 / MAX: 381.49-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 317.51 / MAX: 351.18-O3 - MIN: 286.43 / MAX: 332.5-O2 - MIN: 297.63 / MAX: 358.46-O3 - MIN: 277.32 / MAX: 344.631. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -fvisibility=default -rdynamic -ldl

TNN

Target: CPU - Model: SqueezeNet v2

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.3Target: CPU - Model: SqueezeNet v2Ubuntu 21.10Clear Linux 35150CentOS StreamAlmaLinux 8.4Fedora Server 351428425670SE +/- 0.11, N = 3SE +/- 0.30, N = 3SE +/- 0.67, N = 4SE +/- 0.15, N = 3SE +/- 0.10, N = 362.0864.6058.7062.2259.64-O3 - MIN: 61.81 / MAX: 62.45-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 64.13 / MAX: 65.38-O3 - MIN: 57.13 / MAX: 60.65-O2 - MIN: 61.44 / MAX: 62.69-O3 - MIN: 59.33 / MAX: 60.051. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -fvisibility=default -rdynamic -ldl

TNN

Target: CPU - Model: SqueezeNet v1.1

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.3Target: CPU - Model: SqueezeNet v1.1Ubuntu 21.10Clear Linux 35150CentOS StreamAlmaLinux 8.4Fedora Server 3570140210280350SE +/- 0.11, N = 3SE +/- 0.04, N = 3SE +/- 0.08, N = 3SE +/- 0.31, N = 3SE +/- 0.07, N = 3251.70319.41249.49257.39251.24-O3 - MIN: 251.29 / MAX: 253.11-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 319.14 / MAX: 320-O3 - MIN: 249.1 / MAX: 252.77-O2 - MIN: 256.52 / MAX: 258.17-O3 - MIN: 250.99 / MAX: 251.61. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -fvisibility=default -rdynamic -ldl

WireGuard + Linux Networking Stack Stress Test

OpenBenchmarking.orgSeconds, Fewer Is BetterWireGuard + Linux Networking Stack Stress TestUbuntu 21.10Clear Linux 35150Fedora Server 3590180270360450SE +/- 5.83, N = 3SE +/- 3.95, N = 9SE +/- 3.15, N = 3405.00323.81394.81

POV-Ray

Trace Time

OpenBenchmarking.orgSeconds, Fewer Is BetterPOV-Ray 3.7.0.7Trace TimeUbuntu 21.10Clear Linux 35150CentOS StreamAlmaLinux 8.4Fedora Server 35246810SE +/- 0.017, N = 3SE +/- 0.020, N = 3SE +/- 0.012, N = 3SE +/- 0.050, N = 3SE +/- 0.045, N = 38.5058.1217.8948.2798.096-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 -lIlmThread-fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -R/usr/lib -lSDL -lpthread -lSM -lICE-pthread-pthread-R/usr/lib1. (CXX) g++ options: -pipe -O3 -ffast-math -march=native -lX11 -ltiff -ljpeg -lpng -lz -lrt -lm -lboost_thread -lboost_system

ASTC Encoder

Preset: Exhaustive

OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 3.2Preset: ExhaustiveUbuntu 21.10Clear Linux 35150CentOS StreamAlmaLinux 8.4Fedora Server 353691215SE +/- 0.0011, N = 3SE +/- 0.0320, N = 3SE +/- 0.0435, N = 3SE +/- 0.0020, N = 3SE +/- 0.0014, N = 39.33359.04979.42319.30849.3320-O3-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-O3-O2-O31. (CXX) g++ options: -flto -pthread

GEGL

Operation: Reflect

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: ReflectUbuntu 21.10Clear Linux 35150CentOS StreamAlmaLinux 8.4Fedora Server 35714212835SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 327.9023.3729.3429.2226.95

Blender

Blend File: BMW27 - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: BMW27 - Compute: CPU-OnlyUbuntu 21.10Clear Linux 35150CentOS StreamAlmaLinux 8.4Fedora Server 35612182430SE +/- 0.08, N = 3SE +/- 0.05, N = 3SE +/- 0.20, N = 3SE +/- 0.06, N = 3SE +/- 0.10, N = 326.2425.7626.0425.9026.34

Blender

Blend File: Pabellon Barcelona - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Pabellon Barcelona - Compute: CPU-OnlyUbuntu 21.10Clear Linux 35150CentOS StreamAlmaLinux 8.4Fedora Server 3520406080100SE +/- 0.07, N = 3SE +/- 0.11, N = 3SE +/- 0.16, N = 3SE +/- 0.17, N = 3SE +/- 0.11, N = 376.9875.1075.9675.5576.94

Appleseed

Scene: Disney Material

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: Disney MaterialUbuntu 21.10Clear Linux 35150CentOS StreamAlmaLinux 8.4Fedora Server 35112233445548.4845.9346.7447.3849.12

Appleseed

Scene: Material Tester

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: Material TesterUbuntu 21.10Clear Linux 35150CentOS StreamAlmaLinux 8.4Fedora Server 3570140210280350329.49333.79334.76303.12328.83

Phoronix Test Suite v10.8.4