AMD EPYC 7003 EO 2021 Linux Comparison

2 x AMD EPYC 75F3 32-Core testing with a ASRockRack ROME2D16-2T (P3.10 BIOS) and ASPEED on CentOS Stream 8 via the Phoronix Test Suite.

HTML result view exported from: https://openbenchmarking.org/result/2110222-TJ-2110218TJ23&rdt.

AMD EPYC 7003 EO 2021 Linux ComparisonProcessorMotherboardChipsetMemoryDiskGraphicsAudioNetworkMonitorOSKernelDesktopDisplay ServerVulkanCompilerFile-SystemScreen ResolutionUbuntu 21.10Clear Linux 35150CentOS Stream2 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 11.2.0ext41024x768126GBVE228Clear 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 20210514xfsOpenBenchmarking.orgKernel Details- Ubuntu 21.10: Transparent Huge Pages: madvise- Clear Linux 35150: Transparent Huge Pages: always- CentOS Stream: Transparent Huge Pages: alwaysCompiler 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 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: 0xa001114Python Details- Ubuntu 21.10: Python 3.9.7- Clear Linux 35150: Python 3.9.7- CentOS Stream: Python 3.6.8Security 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 Environment 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""

AMD EPYC 7003 EO 2021 Linux Comparisonwireguard: hpcg: namd: ATPase Simulation - 327,506 Atomsnwchem: C240 Buckyballqe: AUSURF112compress-zstd: 3 - Compression Speedcompress-zstd: 3 - Decompression Speedcompress-zstd: 8 - Compression Speedcompress-zstd: 8 - Decompression 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 Speedgnuradio: Five Back to Back FIR Filtersgnuradio: Signal Source (Cosine)gnuradio: FIR Filtergnuradio: IIR Filtergnuradio: FM Deemphasis Filtergnuradio: Hilbert Transformospray: San Miguel - SciVisospray: XFrog Forest - SciVisospray: NASA Streamlines - SciVisospray: Magnetic Reconnection - SciVisaom-av1: Speed 8 Realtime - Bosphorus 4Kaom-av1: Speed 9 Realtime - Bosphorus 4Kaom-av1: Speed 10 Realtime - Bosphorus 4Kembree: 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 4Kmt-dgemm: Sustained Floating-Point Rateoidn: RT.hdr_alb_nrm.3840x2160build-godot: Time To Compilebuild-linux-kernel: Time To Compilebuild-llvm: Ninjabuild-llvm: Unix Makefilesbuild-nodejs: Time To Compilepovray: Trace Timenumpy: build-wasmer: Time To Compileopenssl: SHA256openssl: RSA4096openssl: RSA4096openssl: openssl: gromacs: MPI CPU - water_GMX50_barepgbench: 100 - 250 - Read Onlypgbench: 100 - 250 - Read Only - Average Latencypgbench: 100 - 500 - Read Onlypgbench: 100 - 500 - Read Only - Average Latencypgbench: 100 - 250 - Read Writepgbench: 100 - 250 - Read Write - Average Latencypgbench: 100 - 500 - Read Writepgbench: 100 - 500 - Read Write - Average Latencyastcenc: Thoroughastcenc: Exhaustivegegl: Cropgegl: Scalegegl: Reflectgegl: Color Enhancegegl: Rotate 90 Degreeshugin: Panorama Photo Assistant + Stitching Timeinkscape: SVG Files To PNGocrmypdf: Processing 60 Page PDF Documentoctave-benchmark: rawtherapee: Total Benchmark Timeredis: LPUSH and LPOP: lpopredis: LPUSH and LPOP: lpushredis: GETredis: MIXredis: SETncnn: CPU - mobilenetncnn: CPU-v2-v2 - mobilenet-v2ncnn: CPU-v3-v3 - mobilenet-v3ncnn: CPU - shufflenet-v2ncnn: CPU - mnasnetncnn: CPU - efficientnet-b0ncnn: CPU - blazefacencnn: CPU - googlenetncnn: CPU - vgg16ncnn: CPU - resnet18ncnn: CPU - alexnetncnn: CPU - resnet50ncnn: CPU - yolov4-tinyncnn: CPU - squeezenet_ssdncnn: CPU - regnety_400mtnn: CPU - DenseNettnn: CPU - MobileNet v2tnn: CPU - SqueezeNet v2tnn: CPU - SqueezeNet v1.1plaidml: No - Inference - VGG16 - CPUplaidml: No - Inference - VGG19 - CPUplaidml: No - Inference - ResNet 50 - CPUblender: BMW27 - CPU-Onlyblender: Pabellon Barcelona - CPU-Onlyonnx: yolov4 - OpenMP CPUonnx: bertsquad-10 - OpenMP CPUonnx: fcn-resnet101-11 - OpenMP CPUonnx: shufflenet-v2-10 - OpenMP CPUonnx: super-resolution-10 - OpenMP CPUpybench: Total For Average Test Timespyperformance: gopyperformance: floatpyperformance: nbodypyperformance: pathlibpyperformance: raytracepyperformance: json_loadspyperformance: crypto_pyaespyperformance: regex_compilepyperformance: python_startuppyperformance: django_templatepyperformance: pickle_pure_pythonnginx: Long Connection - 500nginx: Long Connection - 1000nginx: Short Connection - 500nginx: Short Connection - 1000appleseed: Disney Materialappleseed: Material Testerv-ray: CPUoctave-benchmark: plaidml: No - Inference - IMDB LSTM - CPUplaidml: No - Inference - Mobilenet - CPUplaidml: No - Inference - DenseNet 201 - CPUplaidml: No - Inference - NASNer Large - CPUoctave-benchmark: Ubuntu 21.10Clear Linux 35150CentOS Stream404.99634.82930.304111858.5243.145872.43717.23228.33828.678.13560.1163.73938.4184.44087.238.73628.0739.53737.8790.5708.8881.2438.783.3317.44111.1155.5626.0535.9739.6273.247767.501726.2750.2461.561355.53539.63404.95350.9514.6922.3022.4495261.8043.52219.990115.998172.69280.2538.505437.0343.8989854864288317027.41114763.817090.01104066.27.38917263190.14517191420.291527204.882589008.4925.04769.33357.7706.85827.90249.84036.27545.79111.6046.04049.9371189084.421291673.49309980.80318221.71383801.5559.8632.8431.0725.8532.3438.3613.0153.4936.6329.1013.0167.7840.8458.7967.122842.197302.52062.076251.70033.9830.368.5326.2476.982714481915038529286622098.410915.241420.389.11517.3141.4388170340.65180785.8442141.9535835.8748.475275329.48611864272323.80733.28410.305471811.58081.64224.44782.898.13863.8971.14594918.24758.141.53922.683.3317.24111.1155.5673.261067.362757.0065.9366.847366.03571.97433.62359.6718.8126.0029.4513901.82228.699329.0208.121556.6610321859912017010.41113280.317024.71116179.57.44820536660.12220035530.250545504.643560078.9294.94299.04976.0034.80423.36935.91331.16340.8331358711.351300265.31018405.90895409.93683056.4845.4631.2529.9925.8929.4937.6311.0969.0145.5031.9914.5050.8542.0264.3464.983325.438320.66464.599319.41247.0741.428.3925.7675.1088122198.311113.540921.389.11468.4541.637645.927436333.786072667854.002703.7616.534.641.5925.88940.30533299.4810117.13871.73538.14057.382.13803.8327.34212.2323.74403.814.13893.2629.93293.0803.9679.6743.0442.583.3317.24111.1155.5673.134267.307649.5365.2760.063343.03559.53401.72333.2913.5724.7329.1261521.8219.929113.041160.60076.3957.894480.3837.0138990749837316990.01114116.917076.61107523.87.03720009710.12519225470.260655003.823650897.6834.85429.423129.54229.35429.33729.41429.29124.884812968.83845537.92538355.75499065.63438576.8271.3837.7634.5027.8837.6043.8513.2765.5744.8935.1713.9253.4745.3778.6878.872735.694288.43358.701249.48647.1041.738.1426.0475.961944171604060478399025410611717.551322.994.718010.464.947046.741895334.758156661194.930OpenBenchmarking.org

WireGuard + Linux Networking Stack Stress Test

OpenBenchmarking.orgSeconds, Fewer Is BetterWireGuard + Linux Networking Stack Stress TestUbuntu 21.10Clear Linux 3515090180270360450SE +/- 5.83, N = 3SE +/- 3.95, N = 9405.00323.81

High Performance Conjugate Gradient

OpenBenchmarking.orgGFLOP/s, More Is BetterHigh Performance Conjugate Gradient 3.1Ubuntu 21.10Clear Linux 35150CentOS Stream816243240SE +/- 0.14, N = 3SE +/- 0.71, N = 11SE +/- 0.62, N = 1234.8333.2825.89-lmpi_cxx-pthread -lmpi_cxx1. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -lmpi

NAMD

ATPase Simulation - 327,506 Atoms

OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD 2.14ATPase Simulation - 327,506 AtomsUbuntu 21.10Clear Linux 35150CentOS Stream0.06870.13740.20610.27480.3435SE +/- 0.00022, N = 3SE +/- 0.00017, N = 3SE +/- 0.00024, N = 30.304110.305470.30533

NWChem

Input: C240 Buckyball

OpenBenchmarking.orgSeconds, Fewer Is BetterNWChem 7.0.2Input: C240 BuckyballUbuntu 21.10Clear Linux 351504008001200160020001858.51811.5-lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lz1. (F9X) gfortran options: -lnwctask -lccsd -lmcscf -lselci -lmp2 -lmoints -lstepper -ldriver -loptim -lnwdft -lgradients -lcphf -lesp -lddscf -ldangchang -lguess -lhessian -lvib -lnwcutil -lrimp2 -lproperty -lsolvation -lnwints -lprepar -lnwmd -lnwpw -lofpw -lpaw -lpspw -lband -lnwpwlib -lcafe -lspace -lanalyze -lqhop -lpfft -ldplot -ldrdy -lvscf -lqmmm -lqmd -letrans -ltce -lbq -lmm -lcons -lperfm -ldntmc -lccca -ldimqm -lga -larmci -lpeigs -l64to32 -lopenblas -lpthread -lrt -llapack -lnwcblas -lmpi_usempif08 -lmpi_mpifh -lmpi -lm -lcomex -m64 -ffast-math -std=legacy -fdefault-integer-8 -finline-functions -O2

Quantum ESPRESSO

Input: AUSURF112

OpenBenchmarking.orgSeconds, Fewer Is BetterQuantum ESPRESSO 6.8Input: AUSURF112Ubuntu 21.10CentOS Stream70140210280350SE +/- 0.28, N = 3SE +/- 0.80, N = 3243.14299.48-lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz-pthread1. (F9X) gfortran options: -ldevXlib -lopenblas -lFoX_dom -lFoX_sax -lFoX_wxml -lFoX_common -lFoX_utils -lFoX_fsys -lfftw3 -lmpi_usempif08 -lmpi_mpifh -lmpi

Zstd Compression

Compression Level: 3 - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 3 - Compression SpeedUbuntu 21.10Clear Linux 35150CentOS Stream2K4K6K8K10KSE +/- 162.04, N = 12SE +/- 78.84, N = 3SE +/- 60.57, N = 35872.48081.610117.11. 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 ***

Zstd Compression

Compression Level: 3 - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 3 - Decompression SpeedUbuntu 21.10Clear Linux 35150CentOS Stream9001800270036004500SE +/- 1.35, N = 2SE +/- 3.05, N = 23717.24224.43871.71. 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 ***

Zstd Compression

Compression Level: 8 - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 8 - Compression SpeedClear Linux 35150Ubuntu 21.10CentOS Stream10002000300040005000SE +/- 8.57, N = 3SE +/- 34.72, N = 15SE +/- 24.96, N = 34832.43228.33538.11. 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 ***

Zstd Compression

Compression Level: 8 - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 8 - Decompression SpeedUbuntu 21.10CentOS Stream9001800270036004500SE +/- 8.02, N = 33828.64057.31. Ubuntu 21.10: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***2. CentOS Stream: *** zstd command line interface 64-bits v1.4.4, 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 Stream20406080100SE +/- 0.90, N = 3SE +/- 0.81, N = 3SE +/- 0.40, N = 378.198.182.11. 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 ***

Zstd Compression

Compression Level: 19 - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 19 - Decompression SpeedUbuntu 21.10Clear Linux 35150CentOS Stream8001600240032004000SE +/- 17.07, N = 3SE +/- 5.13, N = 3SE +/- 7.36, N = 33560.13863.83803.81. 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 ***

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 Stream2004006008001000SE +/- 2.86, N = 3SE +/- 1.37, N = 3SE +/- 4.00, N = 4966.7163.7327.31. 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 ***

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 Stream10002000300040005000SE +/- 38.54, N = 3SE +/- 4.77, N = 43938.44594.04212.21. 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 ***

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 Stream2004006008001000SE +/- 1.53, N = 3SE +/- 11.06, N = 15SE +/- 2.34, N = 15184.4918.2323.71. 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 ***

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 Stream10002000300040005000SE +/- 23.42, N = 3SE +/- 3.11, N = 15SE +/- 3.67, N = 154087.24758.14403.81. 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 ***

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 Stream918273645SE +/- 0.48, N = 15SE +/- 0.35, N = 3SE +/- 0.29, N = 1538.741.514.11. 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 ***

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 Stream8001600240032004000SE +/- 10.26, N = 15SE +/- 5.05, N = 3SE +/- 10.20, N = 153628.03922.63893.21. 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 ***

GNU Radio

Test: Five Back to Back FIR Filters

OpenBenchmarking.orgMiB/s, More Is BetterGNU RadioTest: Five Back to Back FIR FiltersUbuntu 21.10CentOS Stream160320480640800SE +/- 2.95, N = 3SE +/- 23.40, N = 9739.5629.91. Ubuntu 21.10: 3.8.2.02. CentOS Stream: 3.8.0.0

GNU Radio

Test: Signal Source (Cosine)

OpenBenchmarking.orgMiB/s, More Is BetterGNU RadioTest: Signal Source (Cosine)Ubuntu 21.10CentOS Stream8001600240032004000SE +/- 17.16, N = 3SE +/- 77.18, N = 93737.83293.01. Ubuntu 21.10: 3.8.2.02. CentOS Stream: 3.8.0.0

GNU Radio

Test: FIR Filter

OpenBenchmarking.orgMiB/s, More Is BetterGNU RadioTest: FIR FilterUbuntu 21.10CentOS Stream2004006008001000SE +/- 5.06, N = 3SE +/- 7.48, N = 9790.5803.91. Ubuntu 21.10: 3.8.2.02. CentOS Stream: 3.8.0.0

GNU Radio

Test: IIR Filter

OpenBenchmarking.orgMiB/s, More Is BetterGNU RadioTest: IIR FilterUbuntu 21.10CentOS Stream150300450600750SE +/- 0.37, N = 3SE +/- 5.22, N = 9708.8679.61. Ubuntu 21.10: 3.8.2.02. CentOS Stream: 3.8.0.0

GNU Radio

Test: FM Deemphasis Filter

OpenBenchmarking.orgMiB/s, More Is BetterGNU RadioTest: FM Deemphasis FilterUbuntu 21.10CentOS Stream2004006008001000SE +/- 6.05, N = 3SE +/- 4.44, N = 9881.2743.01. Ubuntu 21.10: 3.8.2.02. CentOS Stream: 3.8.0.0

GNU Radio

Test: Hilbert Transform

OpenBenchmarking.orgMiB/s, More Is BetterGNU RadioTest: Hilbert TransformUbuntu 21.10CentOS Stream100200300400500SE +/- 0.99, N = 3SE +/- 3.26, N = 9438.7442.51. Ubuntu 21.10: 3.8.2.02. CentOS Stream: 3.8.0.0

OSPray

Demo: San Miguel - Renderer: SciVis

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: San Miguel - Renderer: SciVisUbuntu 21.10Clear Linux 35150CentOS Stream20406080100SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 383.3383.3383.33MIN: 66.67 / MAX: 90.91MIN: 62.5 / MAX: 90.91MIN: 47.62 / MAX: 90.91

OSPray

Demo: XFrog Forest - Renderer: SciVis

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: XFrog Forest - Renderer: SciVisUbuntu 21.10Clear Linux 35150CentOS Stream48121620SE +/- 0.10, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 317.4417.2417.24MIN: 14.71 / MAX: 17.54MIN: 14.49 / MAX: 17.54MIN: 12.5 / MAX: 17.54

OSPray

Demo: NASA Streamlines - Renderer: SciVis

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: NASA Streamlines - Renderer: SciVisUbuntu 21.10Clear Linux 35150CentOS Stream20406080100SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3111.11111.11111.11MIN: 45.45 / MAX: 125MIN: 52.63 / MAX: 125MIN: 35.71 / MAX: 125

OSPray

Demo: Magnetic Reconnection - Renderer: SciVis

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: Magnetic Reconnection - Renderer: SciVisUbuntu 21.10Clear Linux 35150CentOS Stream1224364860SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 355.5655.5655.56MIN: 29.41 / MAX: 58.82MIN: 38.46 / MAX: 58.82MIN: 38.46 / MAX: 58.82

AOM AV1

Encoder Mode: Speed 8 Realtime - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.2Encoder Mode: Speed 8 Realtime - Input: Bosphorus 4KUbuntu 21.10612182430SE +/- 0.38, N = 326.051. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm

AOM AV1

Encoder Mode: Speed 9 Realtime - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.2Encoder Mode: Speed 9 Realtime - Input: Bosphorus 4KUbuntu 21.10816243240SE +/- 0.09, N = 335.971. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm

AOM AV1

Encoder Mode: Speed 10 Realtime - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.2Encoder Mode: Speed 10 Realtime - Input: Bosphorus 4KUbuntu 21.10918273645SE +/- 0.48, N = 339.621. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm

Embree

Binary: Pathtracer - Model: Crown

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.13Binary: Pathtracer - Model: CrownUbuntu 21.10Clear Linux 35150CentOS Stream1632486480SE +/- 0.10, N = 3SE +/- 0.14, N = 3SE +/- 0.10, N = 373.2573.2673.13MIN: 71.54 / MAX: 75.84MIN: 71.57 / MAX: 75.62MIN: 71.52 / MAX: 75.78

Embree

Binary: Pathtracer ISPC - Model: Crown

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.13Binary: Pathtracer ISPC - Model: CrownUbuntu 21.10Clear Linux 35150CentOS Stream1530456075SE +/- 0.05, N = 3SE +/- 0.05, N = 3SE +/- 0.11, N = 367.5067.3667.31MIN: 66.15 / MAX: 69.7MIN: 66.09 / MAX: 69.49MIN: 65.88 / MAX: 69.89

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 Stream1326395265SE +/- 0.06, N = 3SE +/- 0.07, N = 3SE +/- 0.16, N = 326.2757.0049.53-O2-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-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 Stream1530456075SE +/- 0.09, N = 3SE +/- 0.29, N = 3SE +/- 0.54, N = 350.2465.9365.27-O2-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-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 Stream1530456075SE +/- 0.27, N = 3SE +/- 0.09, N = 3SE +/- 0.24, N = 361.5666.8560.06-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 Stream80160240320400SE +/- 3.71, N = 3SE +/- 2.14, N = 3SE +/- 2.78, N = 3355.53366.03343.03-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 Stream120240360480600SE +/- 3.94, N = 3SE +/- 5.39, N = 7SE +/- 6.45, N = 4539.63571.97559.53-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 Stream90180270360450SE +/- 5.36, N = 12SE +/- 4.96, N = 15SE +/- 3.86, N = 15404.95433.62401.72-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

SVT-VP9

Tuning: Visual Quality Optimized - Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.3Tuning: Visual Quality Optimized - Input: Bosphorus 1080pUbuntu 21.10Clear Linux 35150CentOS Stream80160240320400SE +/- 2.47, N = 12SE +/- 4.31, N = 4SE +/- 2.64, N = 15350.95359.67333.29-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

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 Stream510152025SE +/- 0.45, N = 15SE +/- 0.06, N = 3SE +/- 0.09, N = 314.6918.8113.57-U_FORTIFY_SOURCE-pipe -fexceptions -ffat-lto-objects -fno-trapping-math -mtune=skylake-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 Stream612182430SE +/- 0.23, N = 5SE +/- 0.13, N = 3SE +/- 0.20, N = 322.3026.0024.73-lnuma-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -lnuma1. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl

ACES DGEMM

Sustained Floating-Point Rate

OpenBenchmarking.orgGFLOP/s, More Is BetterACES DGEMM 1.0Sustained Floating-Point RateUbuntu 21.10Clear Linux 35150CentOS Stream714212835SE +/- 0.30, N = 15SE +/- 0.42, N = 15SE +/- 0.21, N = 1522.4529.4529.13-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 Stream0.40950.8191.22851.6382.0475SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 31.801.821.82

Timed Godot Game Engine Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Godot Game Engine Compilation 3.2.3Time To CompileUbuntu 21.101020304050SE +/- 0.32, N = 343.52

Timed Linux Kernel Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 5.14Time To CompileUbuntu 21.10CentOS Stream510152025SE +/- 0.16, N = 9SE +/- 0.16, N = 919.9919.93

Timed LLVM Compilation

Build System: Ninja

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 13.0Build System: NinjaUbuntu 21.10Clear Linux 35150CentOS Stream50100150200250SE +/- 0.41, N = 3SE +/- 2.02, N = 3SE +/- 1.28, N = 4116.00228.70113.04

Timed LLVM Compilation

Build System: Unix Makefiles

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 13.0Build System: Unix MakefilesUbuntu 21.10Clear Linux 35150CentOS Stream70140210280350SE +/- 0.08, N = 3SE +/- 0.75, N = 3SE +/- 0.88, N = 3172.69329.02160.60

Timed Node.js Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Node.js Compilation 15.11Time To CompileUbuntu 21.10CentOS Stream20406080100SE +/- 0.26, N = 3SE +/- 0.30, N = 380.2576.40

POV-Ray

Trace Time

OpenBenchmarking.orgSeconds, Fewer Is BetterPOV-Ray 3.7.0.7Trace TimeUbuntu 21.10Clear Linux 35150CentOS Stream246810SE +/- 0.017, N = 3SE +/- 0.020, N = 3SE +/- 0.012, N = 38.5058.1217.894-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-pthread1. (CXX) g++ options: -pipe -O3 -ffast-math -march=native -lX11 -ltiff -ljpeg -lpng -lz -lrt -lm -lboost_thread -lboost_system

Numpy Benchmark

OpenBenchmarking.orgScore, More Is BetterNumpy BenchmarkUbuntu 21.10Clear Linux 35150CentOS Stream120240360480600SE +/- 1.06, N = 3SE +/- 0.88, N = 3SE +/- 1.60, N = 3437.03556.66480.38

Timed Wasmer Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Wasmer Compilation 1.0.2Time To CompileUbuntu 21.10CentOS Stream1020304050SE +/- 0.28, N = 3SE +/- 0.22, N = 343.9037.011. (CC) gcc options: -m64 -pie -nodefaultlibs -ldl -lgcc_s -lutil -lrt -lpthread -lm -lc

OpenSSL

Algorithm: SHA256

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.0Algorithm: SHA256Ubuntu 21.10Clear Linux 35150CentOS Stream20000M40000M60000M80000M100000MSE +/- 37689879.19, N = 3SE +/- 155150645.70, N = 3SE +/- 1160628126.12, N = 39854864288310321859912089907498373-pipe -fexceptions -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl

OpenSSL

Algorithm: RSA4096

OpenBenchmarking.orgsign/s, More Is BetterOpenSSL 3.0Algorithm: RSA4096Ubuntu 21.10Clear Linux 35150CentOS Stream4K8K12K16K20KSE +/- 15.36, N = 3SE +/- 2.67, N = 3SE +/- 13.43, N = 317027.417010.416990.0-pipe -fexceptions -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl

OpenSSL

Algorithm: RSA4096

OpenBenchmarking.orgverify/s, More Is BetterOpenSSL 3.0Algorithm: RSA4096Ubuntu 21.10Clear Linux 35150CentOS Stream200K400K600K800K1000KSE +/- 385.98, N = 3SE +/- 161.41, N = 3SE +/- 80.23, N = 31114763.81113280.31114116.9-pipe -fexceptions -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl

OpenSSL

OpenBenchmarking.orgsign/s, More Is BetterOpenSSLUbuntu 21.10Clear Linux 35150CentOS Stream4K8K12K16K20KSE +/- 13.83, N = 3SE +/- 1.19, N = 3SE +/- 10.96, N = 317090.017024.717076.61. 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 2021

OpenSSL

OpenBenchmarking.orgverify/s, More Is BetterOpenSSLUbuntu 21.10Clear Linux 35150CentOS Stream200K400K600K800K1000KSE +/- 630.46, N = 3SE +/- 113.24, N = 3SE +/- 1384.47, N = 31104066.21116179.51107523.81. 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 2021

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 Stream246810SE +/- 0.029, N = 3SE +/- 0.030, N = 3SE +/- 0.035, N = 37.3897.4487.037-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-pthread1. (CXX) g++ options: -O3

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 Stream400K800K1200K1600K2000KSE +/- 21431.80, N = 3SE +/- 20119.29, N = 3SE +/- 4608.10, N = 3172631920536662000971-O2-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-O2 -lpthread -lrt -ldl1. (CC) gcc options: -fno-strict-aliasing -fwrapv -lpgcommon -lpgport -lpq -lm

PostgreSQL pgbench

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

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 14.0Scaling Factor: 100 - Clients: 250 - Mode: Read Only - Average LatencyUbuntu 21.10Clear Linux 35150CentOS Stream0.03260.06520.09780.13040.163SE +/- 0.002, N = 3SE +/- 0.001, N = 3SE +/- 0.000, N = 30.1450.1220.125-O2-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-O2 -lpthread -lrt -ldl1. (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 Stream400K800K1200K1600K2000KSE +/- 5531.30, N = 3SE +/- 7404.19, N = 3SE +/- 5113.94, N = 3171914220035531922547-O2-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-O2 -lpthread -lrt -ldl1. (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 Stream0.06550.1310.19650.2620.3275SE +/- 0.001, N = 3SE +/- 0.001, N = 3SE +/- 0.001, N = 30.2910.2500.260-O2-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-O2 -lpthread -lrt -ldl1. (CC) gcc options: -fno-strict-aliasing -fwrapv -lpgcommon -lpgport -lpq -lm

PostgreSQL pgbench

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

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 14.0Scaling Factor: 100 - Clients: 250 - Mode: Read WriteUbuntu 21.10Clear Linux 35150CentOS Stream14K28K42K56K70KSE +/- 2278.47, N = 12SE +/- 2115.46, N = 9SE +/- 801.81, N = 12527205455065500-O2-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-O2 -lpthread -lrt -ldl1. (CC) gcc options: -fno-strict-aliasing -fwrapv -lpgcommon -lpgport -lpq -lm

PostgreSQL pgbench

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

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 14.0Scaling Factor: 100 - Clients: 250 - Mode: Read Write - Average LatencyUbuntu 21.10Clear Linux 35150CentOS Stream1.09852.1973.29554.3945.4925SE +/- 0.298, N = 12SE +/- 0.193, N = 9SE +/- 0.045, N = 124.8824.6433.823-O2-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-O2 -lpthread -lrt -ldl1. (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 Stream14K28K42K56K70KSE +/- 818.76, N = 3SE +/- 548.57, N = 3SE +/- 427.26, N = 3589005600765089-O2-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-O2 -lpthread -lrt -ldl1. (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 Stream246810SE +/- 0.119, N = 3SE +/- 0.087, N = 3SE +/- 0.050, N = 38.4928.9297.683-O2-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake-O2 -lpthread -lrt -ldl1. (CC) gcc options: -fno-strict-aliasing -fwrapv -lpgcommon -lpgport -lpq -lm

ASTC Encoder

Preset: Thorough

OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 3.2Preset: ThoroughUbuntu 21.10Clear Linux 35150CentOS Stream1.13572.27143.40714.54285.6785SE +/- 0.0063, N = 3SE +/- 0.0128, N = 3SE +/- 0.0074, N = 35.04764.94294.8542-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CXX) g++ options: -O3 -flto -pthread

ASTC Encoder

Preset: Exhaustive

OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 3.2Preset: ExhaustiveUbuntu 21.10Clear Linux 35150CentOS Stream3691215SE +/- 0.0011, N = 3SE +/- 0.0320, N = 3SE +/- 0.0435, N = 39.33359.04979.4231-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake1. (CXX) g++ options: -O3 -flto -pthread

GEGL

Operation: Crop

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: CropUbuntu 21.10Clear Linux 35150CentOS Stream714212835SE +/- 0.031, N = 3SE +/- 0.033, N = 3SE +/- 0.122, N = 37.7706.00329.542

GEGL

Operation: Scale

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: ScaleUbuntu 21.10Clear Linux 35150CentOS Stream714212835SE +/- 0.044, N = 3SE +/- 0.049, N = 3SE +/- 0.030, N = 36.8584.80429.354

GEGL

Operation: Reflect

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: ReflectUbuntu 21.10Clear Linux 35150CentOS Stream714212835SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 327.9023.3729.34

GEGL

Operation: Color Enhance

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: Color EnhanceUbuntu 21.10Clear Linux 35150CentOS Stream1122334455SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.04, N = 349.8435.9129.41

GEGL

Operation: Rotate 90 Degrees

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: Rotate 90 DegreesUbuntu 21.10Clear Linux 35150CentOS Stream816243240SE +/- 0.10, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 336.2831.1629.29

Hugin

Panorama Photo Assistant + Stitching Time

OpenBenchmarking.orgSeconds, Fewer Is BetterHuginPanorama Photo Assistant + Stitching TimeUbuntu 21.101020304050SE +/- 0.40, N = 345.79

Inkscape

Operation: SVG Files To PNG

OpenBenchmarking.orgSeconds, Fewer Is BetterInkscapeOperation: SVG Files To PNGCentOS Stream612182430SE +/- 0.26, N = 524.881. Inkscape 0.92.3 (2405546, 2018-03-11)

OCRMyPDF

Processing 60 Page PDF Document

OpenBenchmarking.orgSeconds, Fewer Is BetterOCRMyPDF 10.3.1+dfsgProcessing 60 Page PDF DocumentUbuntu 21.103691215SE +/- 0.12, N = 311.60

GNU Octave Benchmark

OpenBenchmarking.orgSeconds, Fewer Is BetterGNU Octave Benchmark 6.2.0Ubuntu 21.10246810SE +/- 0.048, N = 56.040

RawTherapee

Total Benchmark Time

OpenBenchmarking.orgSeconds, Fewer Is BetterRawTherapeeTotal Benchmark TimeUbuntu 21.10Clear Linux 351501122334455SE +/- 0.16, N = 3SE +/- 0.09, N = 349.9440.831. Ubuntu 21.10: RawTherapee, version 5.8, command line.2. Clear Linux 35150: RawTherapee, version , command line.

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 Stream300K600K900K1200K1500KSE +/- 6262.88, N = 3SE +/- 12884.54, N = 6SE +/- 1389.78, N = 31189084.421358711.35812968.831. (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=28849dbea6f07cc8

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 Stream300K600K900K1200K1500KSE +/- 16158.55, N = 14SE +/- 15753.94, N = 3SE +/- 9357.11, N = 31291673.491300265.30845537.921. (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=28849dbea6f07cc8

Redis Memtier / Redis Benchmark

Test: GET

OpenBenchmarking.orgOperations Per Second, More Is BetterRedis Memtier / Redis BenchmarkTest: GETUbuntu 21.10Clear Linux 35150CentOS Stream200K400K600K800K1000KSE +/- 3124.18, N = 3SE +/- 9977.44, N = 12SE +/- 4021.65, N = 10309980.801018405.90538355.751. (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=28849dbea6f07cc8

Redis Memtier / Redis Benchmark

Test: MIX

OpenBenchmarking.orgOperations Per Second, More Is BetterRedis Memtier / Redis BenchmarkTest: MIXUbuntu 21.10Clear Linux 35150CentOS Stream200K400K600K800K1000KSE +/- 2160.46, N = 3SE +/- 15439.80, N = 9SE +/- 4417.87, N = 3318221.71895409.93499065.631. (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=28849dbea6f07cc8

Redis Memtier / Redis Benchmark

Test: SET

OpenBenchmarking.orgOperations Per Second, More Is BetterRedis Memtier / Redis BenchmarkTest: SETUbuntu 21.10Clear Linux 35150CentOS Stream150K300K450K600K750KSE +/- 19493.33, N = 12SE +/- 5047.54, N = 12SE +/- 14596.67, N = 12383801.55683056.48438576.821. (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=28849dbea6f07cc8

NCNN

Target: CPU - Model: mobilenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: mobilenetUbuntu 21.10Clear Linux 35150CentOS Stream1632486480SE +/- 4.27, N = 12SE +/- 7.31, N = 10SE +/- 7.84, N = 959.8645.4671.38MIN: 22.8 / MAX: 1476.14-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 22.22 / MAX: 1944.56-pthread - MIN: 24.43 / MAX: 1511.991. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU-v2-v2 - Model: mobilenet-v2

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU-v2-v2 - Model: mobilenet-v2Ubuntu 21.10Clear Linux 35150CentOS Stream918273645SE +/- 0.86, N = 12SE +/- 1.53, N = 10SE +/- 2.52, N = 932.8431.2537.76MIN: 19.78 / MAX: 652.58-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 20.45 / MAX: 1053.8-pthread - MIN: 20.84 / MAX: 1217.231. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU-v3-v3 - Model: mobilenet-v3

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU-v3-v3 - Model: mobilenet-v3Ubuntu 21.10Clear Linux 35150CentOS Stream816243240SE +/- 0.84, N = 12SE +/- 1.53, N = 10SE +/- 2.47, N = 931.0729.9934.50MIN: 19.42 / MAX: 201.11-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 17.85 / MAX: 1892.38-pthread - MIN: 19.11 / MAX: 1942.121. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: shufflenet-v2

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: shufflenet-v2Ubuntu 21.10Clear Linux 35150CentOS Stream714212835SE +/- 1.02, N = 12SE +/- 0.52, N = 10SE +/- 1.52, N = 925.8525.8927.88MIN: 18.36 / MAX: 987.4-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 21.03 / MAX: 74.8-pthread - MIN: 18.38 / MAX: 135.371. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: mnasnet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: mnasnetUbuntu 21.10Clear Linux 35150CentOS Stream918273645SE +/- 1.08, N = 12SE +/- 0.97, N = 10SE +/- 3.04, N = 932.3429.4937.60MIN: 21.61 / MAX: 565.28-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 19.83 / MAX: 182.59-pthread - MIN: 19.51 / MAX: 2560.411. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: efficientnet-b0

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: efficientnet-b0Ubuntu 21.10Clear Linux 35150CentOS Stream1020304050SE +/- 1.20, N = 12SE +/- 0.78, N = 10SE +/- 2.45, N = 938.3637.6343.85MIN: 26.68 / MAX: 1636.57-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 21.58 / MAX: 312.05-pthread - MIN: 25.2 / MAX: 750.271. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: blazeface

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: blazefaceUbuntu 21.10Clear Linux 35150CentOS Stream3691215SE +/- 0.70, N = 12SE +/- 0.22, N = 10SE +/- 0.77, N = 913.0111.0913.27MIN: 8.6 / MAX: 1097.33-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 8.15 / MAX: 15.52-pthread - MIN: 8.5 / MAX: 759.691. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: googlenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: googlenetUbuntu 21.10Clear Linux 35150CentOS Stream1530456075SE +/- 2.35, N = 12SE +/- 4.13, N = 10SE +/- 5.35, N = 953.4969.0165.57MIN: 24.51 / MAX: 2810.72-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 23.65 / MAX: 2469.52-pthread - MIN: 25.15 / MAX: 1318.821. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: vgg16

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: vgg16Ubuntu 21.10Clear Linux 35150CentOS Stream1020304050SE +/- 0.67, N = 12SE +/- 1.27, N = 10SE +/- 1.67, N = 936.6345.5044.89MIN: 31.48 / MAX: 680.6-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 34.07 / MAX: 603.85-pthread - MIN: 33.79 / MAX: 1241.311. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: resnet18

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: resnet18Ubuntu 21.10Clear Linux 35150CentOS Stream816243240SE +/- 1.95, N = 12SE +/- 2.74, N = 10SE +/- 5.38, N = 929.1031.9935.17MIN: 14.81 / MAX: 1391.06-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 14.92 / MAX: 514.42-pthread - MIN: 16.78 / MAX: 1484.791. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: alexnet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: alexnetUbuntu 21.10Clear Linux 35150CentOS Stream48121620SE +/- 0.84, N = 12SE +/- 0.74, N = 10SE +/- 0.80, N = 913.0114.5013.92MIN: 6.66 / MAX: 628.35-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 7.26 / MAX: 361.12-pthread - MIN: 7.31 / MAX: 34.41. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: resnet50

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: resnet50Ubuntu 21.10Clear Linux 35150CentOS Stream1530456075SE +/- 5.27, N = 12SE +/- 7.79, N = 10SE +/- 6.02, N = 967.7850.8553.47MIN: 26.34 / MAX: 3411.32-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 27.96 / MAX: 717.36-pthread - MIN: 29.79 / MAX: 1155.761. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: yolov4-tiny

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: yolov4-tinyUbuntu 21.10Clear Linux 35150CentOS Stream1020304050SE +/- 2.11, N = 12SE +/- 4.00, N = 10SE +/- 2.48, N = 840.8442.0245.37MIN: 27.21 / MAX: 1106.77-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 27.79 / MAX: 241.71-pthread - MIN: 28.23 / MAX: 1463.771. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: squeezenet_ssd

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: squeezenet_ssdUbuntu 21.10Clear Linux 35150CentOS Stream20406080100SE +/- 2.10, N = 12SE +/- 3.58, N = 10SE +/- 9.93, N = 958.7964.3478.68MIN: 29.45 / MAX: 2730.32-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 28.06 / MAX: 2142.08-pthread - MIN: 33.92 / MAX: 3875.071. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: regnety_400m

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: regnety_400mUbuntu 21.10Clear Linux 35150CentOS Stream20406080100SE +/- 1.87, N = 12SE +/- 1.73, N = 10SE +/- 3.30, N = 967.1264.9878.87MIN: 49.55 / MAX: 5490.47-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 51.79 / MAX: 1080.66-pthread - MIN: 50.29 / MAX: 4995.281. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

TNN

Target: CPU - Model: DenseNet

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.3Target: CPU - Model: DenseNetUbuntu 21.10Clear Linux 35150CentOS Stream7001400210028003500SE +/- 4.39, N = 3SE +/- 0.84, N = 3SE +/- 8.98, N = 32842.203325.442735.69MIN: 2742.82 / MAX: 3539.14-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 3276.19 / MAX: 3391.4MIN: 2699.84 / MAX: 2872.71. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -fvisibility=default -O3 -rdynamic -ldl

TNN

Target: CPU - Model: MobileNet v2

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.3Target: CPU - Model: MobileNet v2Ubuntu 21.10Clear Linux 35150CentOS Stream70140210280350SE +/- 3.36, N = 3SE +/- 0.30, N = 3SE +/- 0.22, N = 3302.52320.66288.43MIN: 292.01 / MAX: 381.49-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 317.51 / MAX: 351.18MIN: 286.43 / MAX: 332.51. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -fvisibility=default -O3 -rdynamic -ldl

TNN

Target: CPU - Model: SqueezeNet v2

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.3Target: CPU - Model: SqueezeNet v2Ubuntu 21.10Clear Linux 35150CentOS Stream1428425670SE +/- 0.11, N = 3SE +/- 0.30, N = 3SE +/- 0.67, N = 462.0864.6058.70MIN: 61.81 / MAX: 62.45-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 64.13 / MAX: 65.38MIN: 57.13 / MAX: 60.651. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -fvisibility=default -O3 -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 Stream70140210280350SE +/- 0.11, N = 3SE +/- 0.04, N = 3SE +/- 0.08, N = 3251.70319.41249.49MIN: 251.29 / MAX: 253.11-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake - MIN: 319.14 / MAX: 320MIN: 249.1 / MAX: 252.771. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -fvisibility=default -O3 -rdynamic -ldl

PlaidML

FP16: No - Mode: Inference - Network: VGG16 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG16 - Device: CPUUbuntu 21.10Clear Linux 35150CentOS Stream1122334455SE +/- 0.22, N = 15SE +/- 0.16, N = 3SE +/- 0.57, N = 333.9847.0747.10

PlaidML

FP16: No - Mode: Inference - Network: VGG19 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG19 - Device: CPUUbuntu 21.10Clear Linux 35150CentOS Stream1020304050SE +/- 0.24, N = 3SE +/- 0.01, N = 3SE +/- 0.28, N = 330.3641.4241.73

PlaidML

FP16: No - Mode: Inference - Network: ResNet 50 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: ResNet 50 - Device: CPUUbuntu 21.10Clear Linux 35150CentOS Stream246810SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 38.538.398.14

Blender

Blend File: BMW27 - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: BMW27 - Compute: CPU-OnlyUbuntu 21.10Clear Linux 35150CentOS Stream612182430SE +/- 0.08, N = 3SE +/- 0.05, N = 3SE +/- 0.20, N = 326.2425.7626.04

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 Stream20406080100SE +/- 0.07, N = 3SE +/- 0.11, N = 3SE +/- 0.16, N = 376.9875.1075.96

ONNX Runtime

Model: yolov4 - Device: OpenMP CPU

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.8.2Model: yolov4 - Device: OpenMP CPUUbuntu 21.10CentOS Stream60120180240300SE +/- 4.10, N = 12SE +/- 4.99, N = 122711941. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt

ONNX Runtime

Model: bertsquad-10 - Device: OpenMP CPU

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.8.2Model: bertsquad-10 - Device: OpenMP CPUUbuntu 21.10CentOS Stream100200300400500SE +/- 6.37, N = 3SE +/- 12.36, N = 124484171. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt

ONNX Runtime

Model: fcn-resnet101-11 - Device: OpenMP CPU

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.8.2Model: fcn-resnet101-11 - Device: OpenMP CPUUbuntu 21.10CentOS Stream4080120160200SE +/- 1.77, N = 7SE +/- 3.22, N = 121911601. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt

ONNX Runtime

Model: shufflenet-v2-10 - Device: OpenMP CPU

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.8.2Model: shufflenet-v2-10 - Device: OpenMP CPUUbuntu 21.10CentOS Stream11002200330044005500SE +/- 155.87, N = 12SE +/- 252.20, N = 12503840601. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt

ONNX Runtime

Model: super-resolution-10 - Device: OpenMP CPU

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.8.2Model: super-resolution-10 - Device: OpenMP CPUUbuntu 21.10CentOS Stream11002200330044005500SE +/- 156.25, N = 9SE +/- 203.48, N = 12529247831. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt

PyBench

Total For Average Test Times

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyBench 2018-02-16Total For Average Test TimesUbuntu 21.10Clear Linux 35150CentOS Stream2004006008001000SE +/- 1.67, N = 3SE +/- 3.51, N = 3SE +/- 1.20, N = 3866881990

PyPerformance

Benchmark: go

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: goUbuntu 21.10Clear Linux 35150CentOS Stream60120180240300SE +/- 0.33, N = 3SE +/- 0.00, N = 3220221254

PyPerformance

Benchmark: float

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: floatUbuntu 21.10Clear Linux 35150CentOS Stream20406080100SE +/- 0.00, N = 3SE +/- 0.17, N = 398.498.3106.0

PyPerformance

Benchmark: nbody

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: nbodyUbuntu 21.10Clear Linux 35150CentOS Stream306090120150SE +/- 0.33, N = 3SE +/- 0.33, N = 3109111117

PyPerformance

Benchmark: pathlib

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pathlibUbuntu 21.10Clear Linux 35150CentOS Stream48121620SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 315.213.517.5

PyPerformance

Benchmark: raytrace

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: raytraceUbuntu 21.10Clear Linux 35150CentOS Stream110220330440550SE +/- 0.88, N = 3SE +/- 0.33, N = 3SE +/- 0.58, N = 3414409513

PyPerformance

Benchmark: json_loads

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: json_loadsUbuntu 21.10Clear Linux 35150CentOS Stream510152025SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.09, N = 320.321.322.9

PyPerformance

Benchmark: crypto_pyaes

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: crypto_pyaesUbuntu 21.10Clear Linux 35150CentOS Stream20406080100SE +/- 0.09, N = 3SE +/- 0.12, N = 3SE +/- 0.09, N = 389.189.194.7

PyPerformance

Benchmark: regex_compile

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: regex_compileUbuntu 21.10Clear Linux 35150CentOS Stream4080120160200SE +/- 0.00, N = 3SE +/- 0.00, N = 3151146180

PyPerformance

Benchmark: python_startup

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: python_startupUbuntu 21.10Clear Linux 35150CentOS Stream3691215SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 37.318.4510.40

PyPerformance

Benchmark: django_template

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: django_templateUbuntu 21.10Clear Linux 35150CentOS Stream1428425670SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 341.441.664.9

PyPerformance

Benchmark: pickle_pure_python

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pickle_pure_pythonUbuntu 21.10Clear Linux 35150CentOS Stream100200300400500SE +/- 0.33, N = 3SE +/- 0.58, N = 3SE +/- 0.58, N = 3388376470

Nginx

Test: Long Connection - Connections: 500

OpenBenchmarking.orgRequests Per Second, More Is BetterNginxTest: Long Connection - Connections: 500Ubuntu 21.1040K80K120K160K200KSE +/- 911.83, N = 3170340.651. (CC) gcc options: -lluajit-5.1 -lm -lssl -lcrypto -lpthread -ldl -std=c99 -O22. nginx version: nginx/1.18.0 (Ubuntu)

Nginx

Test: Long Connection - Connections: 1000

OpenBenchmarking.orgRequests Per Second, More Is BetterNginxTest: Long Connection - Connections: 1000Ubuntu 21.1040K80K120K160K200KSE +/- 391.28, N = 3180785.841. (CC) gcc options: -lluajit-5.1 -lm -lssl -lcrypto -lpthread -ldl -std=c99 -O22. nginx version: nginx/1.18.0 (Ubuntu)

Nginx

Test: Short Connection - Connections: 500

OpenBenchmarking.orgRequests Per Second, More Is BetterNginxTest: Short Connection - Connections: 500Ubuntu 21.109K18K27K36K45KSE +/- 26.81, N = 342141.951. (CC) gcc options: -lluajit-5.1 -lm -lssl -lcrypto -lpthread -ldl -std=c99 -O22. nginx version: nginx/1.18.0 (Ubuntu)

Nginx

Test: Short Connection - Connections: 1000

OpenBenchmarking.orgRequests Per Second, More Is BetterNginxTest: Short Connection - Connections: 1000Ubuntu 21.108K16K24K32K40KSE +/- 43.89, N = 335835.871. (CC) gcc options: -lluajit-5.1 -lm -lssl -lcrypto -lpthread -ldl -std=c99 -O22. nginx version: nginx/1.18.0 (Ubuntu)

Appleseed

Scene: Disney Material

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: Disney MaterialUbuntu 21.10Clear Linux 35150CentOS Stream112233445548.4845.9346.74

Appleseed

Scene: Material Tester

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: Material TesterUbuntu 21.10Clear Linux 35150CentOS Stream70140210280350329.49333.79334.76

Chaos Group V-RAY

Mode: CPU

OpenBenchmarking.orgvsamples, More Is BetterChaos Group V-RAY 5Mode: CPUUbuntu 21.10Clear Linux 35150CentOS Stream14K28K42K56K70KSE +/- 1753.86, N = 12SE +/- 1288.09, N = 12SE +/- 738.55, N = 3642726678566119

GNU Octave Benchmark

OpenBenchmarking.orgSeconds, Fewer Is BetterGNU Octave Benchmark 6.3.0Clear Linux 351500.90051.8012.70153.6024.5025SE +/- 0.011, N = 54.002

PlaidML

FP16: No - Mode: Inference - Network: IMDB LSTM - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: IMDB LSTM - Device: CPUClear Linux 35150150300450600750SE +/- 1.54, N = 3703.76

PlaidML

FP16: No - Mode: Inference - Network: Mobilenet - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: Mobilenet - Device: CPUClear Linux 3515048121620SE +/- 0.19, N = 316.53

PlaidML

FP16: No - Mode: Inference - Network: DenseNet 201 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: DenseNet 201 - Device: CPUClear Linux 351501.0442.0883.1324.1765.22SE +/- 0.01, N = 34.64

PlaidML

FP16: No - Mode: Inference - Network: NASNer Large - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: NASNer Large - Device: CPUClear Linux 351500.35780.71561.07341.43121.789SE +/- 0.01, N = 31.59

GNU Octave Benchmark

OpenBenchmarking.orgSeconds, Fewer Is BetterGNU Octave Benchmark 5.2.0CentOS Stream1.10932.21863.32794.43725.5465SE +/- 0.020, N = 54.918

Phoronix Test Suite v10.8.5