Intel Core i9 12900K On Ubuntu 22.04 LTS

Intel Core i9-12900K testing on Ubuntu 22.04 LTS for a future article by Michael Larabel.

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Ubuntu 21.10
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Intel Core i9 12900K On Ubuntu 22.04 LTS - Phoronix Test Suite

Intel Core i9 12900K On Ubuntu 22.04 LTS

Intel Core i9-12900K testing on Ubuntu 22.04 LTS for a future article by Michael Larabel.

HTML result view exported from: https://openbenchmarking.org/result/2204131-NE-ALDERUBUN58&grt.

Intel Core i9 12900K On Ubuntu 22.04 LTSProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerOpenGLVulkanCompilerFile-SystemScreen ResolutionUbuntu 21.10Ubuntu 22.04Linux 5.16Linux 5.17Linux 5.18 GitIntel Core i9-12900K @ 6.50GHz (16 Cores / 24 Threads)ASUS ROG STRIX Z690-E GAMING WIFI (1003 BIOS)Intel Device 7aa732GB2000GB Western Digital WDS200T1X0E-00AFY0ASUS Intel AlderLake-S GT1 (1550MHz)Intel Device 7ad0ASUS VP28UIntel I225-V + Intel Wi-Fi 6 AX210/AX211/AX411Ubuntu 21.105.13.0-39-generic (x86_64)GNOME Shell 40.5X Server 1.20.13 + Wayland4.6 Mesa 21.2.61.2.182GCC 11.2.0ext43840x2160Intel Core i9-12900K @ 5.20GHz (16 Cores / 24 Threads)ASUS Intel ADL-S GT1 3GB (1550MHz)Ubuntu 22.045.15.0-25-generic (x86_64)GNOME Shell 42.0X Server + Wayland4.6 Mesa 22.0.11.3.2045.16.0-051600-generic (x86_64)5.17.0-051700-generic (x86_64)5.18.0-051800rc2daily20220411-generic (x86_64)OpenBenchmarking.orgKernel Details- Ubuntu 21.10: i915.force_probe=4680 - Transparent Huge Pages: madvise- Ubuntu 22.04: Transparent Huge Pages: madvise- Linux 5.16: Transparent Huge Pages: madvise- Linux 5.17: Transparent Huge Pages: madvise- Linux 5.18 Git: 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 - Ubuntu 22.04: --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-gBFGDP/gcc-11-11.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-11-gBFGDP/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 - Linux 5.16: --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-gBFGDP/gcc-11-11.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-11-gBFGDP/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 - Linux 5.17: --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-gBFGDP/gcc-11-11.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-11-gBFGDP/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 - Linux 5.18 Git: --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-gBFGDP/gcc-11-11.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-11-gBFGDP/gcc-11-11.2.0/debian/tmp-gcn/usr --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-build-config=bootstrap-lto-lean --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v Processor Details- Ubuntu 21.10: Scaling Governor: intel_pstate powersave (EPP: balance_performance) - CPU Microcode: 0x18 - Thermald 2.4.6- Ubuntu 22.04: Scaling Governor: intel_pstate powersave (EPP: balance_performance) - CPU Microcode: 0x18 - Thermald 2.4.9- Linux 5.16: Scaling Governor: intel_pstate powersave (EPP: balance_performance) - CPU Microcode: 0x18 - Thermald 2.4.9- Linux 5.17: Scaling Governor: intel_pstate powersave (EPP: balance_performance) - CPU Microcode: 0x18 - Thermald 2.4.9- Linux 5.18 Git: Scaling Governor: intel_pstate powersave (EPP: balance_performance) - CPU Microcode: 0x18 - Thermald 2.4.9Python Details- Ubuntu 21.10: Python 3.9.7- Ubuntu 22.04: Python 3.10.4- Linux 5.16: Python 3.10.4- Linux 5.17: Python 3.10.4- Linux 5.18 Git: Python 3.10.4Security 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 Enhanced IBRS IBPB: conditional RSB filling + srbds: Not affected + tsx_async_abort: Not affected - Ubuntu 22.04: 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 Enhanced IBRS IBPB: conditional RSB filling + srbds: Not affected + tsx_async_abort: Not affected - Linux 5.16: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + srbds: Not affected + tsx_async_abort: Not affected - Linux 5.17: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + srbds: Not affected + tsx_async_abort: Not affected - Linux 5.18 Git: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + srbds: Not affected + tsx_async_abort: Not affected

Intel Core i9 12900K On Ubuntu 22.04 LTScompress-7zip: Compression Ratingappleseed: Emilyappleseed: Disney Materialappleseed: Material Testerblender: Classroom - CPU-Onlyjpegxl: PNG - 8jpegxl: JPEG - 5jpegxl: JPEG - 8toktx: Zstd Compression 19avifenc: 2avifenc: 6avifenc: 6, Losslessavifenc: 10, Losslesslibraw: Post-Processing Benchmarkonnx: GPT-2 - CPU - Standardonnx: yolov4 - CPU - Standardonnx: bertsquad-12 - CPU - Standardonnx: ArcFace ResNet-100 - CPU - Standardopenjpeg: NASA Curiosity Panorama M34paraview: Many Spheres - 1920 x 1080paraview: Many Spheres - 1920 x 1080paraview: Wavelet Volume - 1920 x 1080paraview: Wavelet Volume - 1920 x 1080phpbench: PHP Benchmark Suitepybench: Total For Average Test Timespyperformance: django_templateselenium: Kraken - Firefoxselenium: StyleBench - Firefoxselenium: Jetstream 2 - Firefoxselenium: Speedometer - Firefoxselenium: Kraken - Google Chromeselenium: PSPDFKit WASM - Firefoxselenium: StyleBench - Google Chromeselenium: Jetstream 2 - Google Chromeselenium: Speedometer - Google Chromeselenium: PSPDFKit WASM - Google Chromeselenium: WASM imageConvolute - Firefoxselenium: WASM collisionDetection - Firefoxselenium: WASM imageConvolute - Google Chromeselenium: WASM collisionDetection - Google Chromesqlite-speedtest: Timed Time - Size 1,000stargate: 192000 - 512svt-av1: Preset 10 - Bosphorus 4Ksvt-av1: Preset 12 - Bosphorus 4Ksvt-hevc: 7 - Bosphorus 1080psvt-hevc: 10 - Bosphorus 1080ptesseract: 1920 x 1080tesseract: 3840 x 2160build-gem5: Time To Compilebuild-godot: Time To Compilebuild-mplayer: Time To Compilebuild-wasmer: Time To Compilewireguard: xonotic: 3840 x 2160 - Lowxonotic: 3840 x 2160 - Highxonotic: 3840 x 2160 - Ultraxonotic: 3840 x 2160 - Ultimatecompress-zstd: 19, Long Mode - Compression Speedcompress-zstd: 19, Long Mode - Decompression SpeedUbuntu 21.10Ubuntu 22.04Linux 5.16Linux 5.17Linux 5.18 Git125174234.348994112.102261118.030687206.280.7999.4732.1013.53949.9665.9448.0004.43054.161067465897019361153577.24725.74344.21707.341138333250725.1981.8131117.831187586.0256457.1235.212245269724.6319.323.67306.0736.1323.142052104.031147.286225.63474.5793.6598934.86137235.18063.35819.68949.634106.875194.545781472.760527951.631583335.223626134.22985.3128247230.634897113.179235118.407212206.420.79100.0332.9413.53155.5385.8947.9754.52842.141097368098819881202476.96697.80050.18802.956142564751524.7701.1139114.097131.6580.4242863.4232.630279284528.8298.823.67305.6534.8343.099622105.151149.070226.37478.09101.288334.77616234.71662.31319.60848.451107.629185.661551266.477186048.379218533.820194134.83488.0132035220.261745108.759727113.765305206.991.34151.1445.9113.35644.9595.7437.6304.11857.88110896979901987735727.24725.94656.33901.351145467250624.3607.4155158.381256421.6227367.7261.584310256916.6258.117.61207.2734.6283.111674112.155162.402236.29498.06102.666036.97101231.56962.09718.63346.363106.944196.463207373.127030752.030628035.628921643.34599.8132448219.500721109.237455113.639142206.781.34149.7945.9513.33844.8045.7617.6814.15958.04110166939871985728547.21722.68656.37901.874145407850624.3610.8154156.235253422.2228567.5264.358304255216.6259.717.65214.0934.0063.076747112.555165.280236.48498.07103.209437.28433231.49661.07918.55946.029120.036195.425235173.068048052.090525235.707600142.64598.2131738219.648817108.915236113.587227206.421.33151.9545.7813.37344.5125.7777.5924.17758.11110746929891986736827.21722.65755.83893.328144568850624.3609.5154157.557257423.3227567.78263.340307257816.6258.517.63208.4034.3723.077743112.166163.738235.60496.83102.652937.22606231.47561.06318.69446.331109.348195.730314173.392033452.127465435.700150342.54591.3OpenBenchmarking.org

7-Zip Compression

Test: Compression Rating

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 21.06Test: Compression RatingUbuntu 21.10Ubuntu 22.04Linux 5.16Linux 5.17Linux 5.18 Git30K60K90K120K150KSE +/- 295.12, N = 3SE +/- 1047.24, N = 3SE +/- 104.01, N = 3SE +/- 651.21, N = 3SE +/- 256.18, N = 31251741282471320351324481317381. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

Appleseed

Scene: Emily

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: EmilyUbuntu 21.10Ubuntu 22.04Linux 5.16Linux 5.17Linux 5.18 Git50100150200250234.35230.63220.26219.50219.65

Appleseed

Scene: Disney Material

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: Disney MaterialUbuntu 21.10Ubuntu 22.04Linux 5.16Linux 5.17Linux 5.18 Git306090120150112.10113.18108.76109.24108.92

Appleseed

Scene: Material Tester

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: Material TesterUbuntu 21.10Ubuntu 22.04Linux 5.16Linux 5.17Linux 5.18 Git306090120150118.03118.41113.77113.64113.59

Blender

Blend File: Classroom - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.0Blend File: Classroom - Compute: CPU-OnlyUbuntu 21.10Ubuntu 22.04Linux 5.16Linux 5.17Linux 5.18 Git50100150200250SE +/- 0.46, N = 3SE +/- 0.05, N = 3SE +/- 0.08, N = 3SE +/- 0.29, N = 3SE +/- 0.08, N = 3206.28206.42206.99206.78206.42

JPEG XL libjxl

Input: PNG - Encode Speed: 8

OpenBenchmarking.orgMP/s, More Is BetterJPEG XL libjxl 0.6.1Input: PNG - Encode Speed: 8Ubuntu 21.10Ubuntu 22.04Linux 5.16Linux 5.17Linux 5.18 Git0.30150.6030.90451.2061.5075SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 30.790.791.341.341.331. (CXX) g++ options: -funwind-tables -O3 -O2 -fPIE -pie

JPEG XL libjxl

Input: JPEG - Encode Speed: 5

OpenBenchmarking.orgMP/s, More Is BetterJPEG XL libjxl 0.6.1Input: JPEG - Encode Speed: 5Ubuntu 21.10Ubuntu 22.04Linux 5.16Linux 5.17Linux 5.18 Git306090120150SE +/- 0.08, N = 3SE +/- 0.15, N = 3SE +/- 0.16, N = 3SE +/- 0.10, N = 3SE +/- 0.95, N = 399.47100.03151.14149.79151.951. (CXX) g++ options: -funwind-tables -O3 -O2 -fPIE -pie

JPEG XL libjxl

Input: JPEG - Encode Speed: 8

OpenBenchmarking.orgMP/s, More Is BetterJPEG XL libjxl 0.6.1Input: JPEG - Encode Speed: 8Ubuntu 21.10Ubuntu 22.04Linux 5.16Linux 5.17Linux 5.18 Git1020304050SE +/- 0.17, N = 3SE +/- 0.97, N = 15SE +/- 0.06, N = 3SE +/- 0.39, N = 3SE +/- 0.26, N = 332.1032.9445.9145.9545.781. (CXX) g++ options: -funwind-tables -O3 -O2 -fPIE -pie

KTX-Software toktx

Settings: Zstd Compression 19

OpenBenchmarking.orgSeconds, Fewer Is BetterKTX-Software toktx 4.0Settings: Zstd Compression 19Ubuntu 21.10Ubuntu 22.04Linux 5.16Linux 5.17Linux 5.18 Git3691215SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 313.5413.5313.3613.3413.37

libavif avifenc

Encoder Speed: 2

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.10Encoder Speed: 2Ubuntu 21.10Ubuntu 22.04Linux 5.16Linux 5.17Linux 5.18 Git1224364860SE +/- 2.60, N = 15SE +/- 3.62, N = 15SE +/- 0.15, N = 3SE +/- 0.10, N = 3SE +/- 0.14, N = 349.9755.5444.9644.8044.511. (CXX) g++ options: -O3 -fPIC -lm

libavif avifenc

Encoder Speed: 6

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.10Encoder Speed: 6Ubuntu 21.10Ubuntu 22.04Linux 5.16Linux 5.17Linux 5.18 Git1.33742.67484.01225.34966.687SE +/- 0.022, N = 3SE +/- 0.032, N = 3SE +/- 0.026, N = 3SE +/- 0.027, N = 3SE +/- 0.018, N = 35.9445.8945.7435.7615.7771. (CXX) g++ options: -O3 -fPIC -lm

libavif avifenc

Encoder Speed: 6, Lossless

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.10Encoder Speed: 6, LosslessUbuntu 21.10Ubuntu 22.04Linux 5.16Linux 5.17Linux 5.18 Git246810SE +/- 0.071, N = 7SE +/- 0.094, N = 4SE +/- 0.066, N = 3SE +/- 0.023, N = 3SE +/- 0.073, N = 38.0007.9757.6307.6817.5921. (CXX) g++ options: -O3 -fPIC -lm

libavif avifenc

Encoder Speed: 10, Lossless

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.10Encoder Speed: 10, LosslessUbuntu 21.10Ubuntu 22.04Linux 5.16Linux 5.17Linux 5.18 Git1.01882.03763.05644.07525.094SE +/- 0.032, N = 15SE +/- 0.040, N = 8SE +/- 0.048, N = 4SE +/- 0.021, N = 3SE +/- 0.012, N = 34.4304.5284.1184.1594.1771. (CXX) g++ options: -O3 -fPIC -lm

LibRaw

Post-Processing Benchmark

OpenBenchmarking.orgMpix/sec, More Is BetterLibRaw 0.20Post-Processing BenchmarkUbuntu 21.10Ubuntu 22.04Linux 5.16Linux 5.17Linux 5.18 Git1326395265SE +/- 0.04, N = 3SE +/- 0.65, N = 15SE +/- 0.24, N = 3SE +/- 0.27, N = 3SE +/- 0.25, N = 354.1642.1457.8858.0458.111. (CXX) g++ options: -O2 -fopenmp -ljpeg -lz -lm

ONNX Runtime

Model: GPT-2 - Device: CPU - Executor: Standard

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.11Model: GPT-2 - Device: CPU - Executor: StandardUbuntu 21.10Ubuntu 22.04Linux 5.16Linux 5.17Linux 5.18 Git2K4K6K8K10KSE +/- 86.87, N = 12SE +/- 16.67, N = 3SE +/- 15.70, N = 3SE +/- 7.65, N = 3SE +/- 9.07, N = 310674109731108911016110741. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -flto -fno-fat-lto-objects -ldl -lrt

ONNX Runtime

Model: yolov4 - Device: CPU - Executor: Standard

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.11Model: yolov4 - Device: CPU - Executor: StandardUbuntu 21.10Ubuntu 22.04Linux 5.16Linux 5.17Linux 5.18 Git150300450600750SE +/- 9.54, N = 12SE +/- 11.79, N = 11SE +/- 0.33, N = 3SE +/- 1.48, N = 3SE +/- 1.92, N = 36586806976936921. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -flto -fno-fat-lto-objects -ldl -lrt

ONNX Runtime

Model: bertsquad-12 - Device: CPU - Executor: Standard

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.11Model: bertsquad-12 - Device: CPU - Executor: StandardUbuntu 21.10Ubuntu 22.04Linux 5.16Linux 5.17Linux 5.18 Git2004006008001000SE +/- 10.33, N = 3SE +/- 0.44, N = 3SE +/- 0.44, N = 3SE +/- 0.73, N = 3SE +/- 0.93, N = 39709889909879891. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -flto -fno-fat-lto-objects -ldl -lrt

ONNX Runtime

Model: ArcFace ResNet-100 - Device: CPU - Executor: Standard

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.11Model: ArcFace ResNet-100 - Device: CPU - Executor: StandardUbuntu 21.10Ubuntu 22.04Linux 5.16Linux 5.17Linux 5.18 Git400800120016002000SE +/- 26.11, N = 12SE +/- 0.76, N = 3SE +/- 0.29, N = 3SE +/- 1.04, N = 3SE +/- 0.44, N = 3193619881987198519861. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -flto -fno-fat-lto-objects -ldl -lrt

OpenJPEG

Encode: NASA Curiosity Panorama M34

OpenBenchmarking.orgms, Fewer Is BetterOpenJPEG 2.4Encode: NASA Curiosity Panorama M34Ubuntu 21.10Ubuntu 22.04Linux 5.16Linux 5.17Linux 5.18 Git30K60K90K120K150KSE +/- 2828.71, N = 15SE +/- 2827.16, N = 12SE +/- 786.10, N = 4SE +/- 494.19, N = 13SE +/- 863.40, N = 31153571202477357272854736821. (CXX) g++ options: -rdynamic

ParaView

Test: Many Spheres - Resolution: 1920 x 1080

OpenBenchmarking.orgFrames / Sec, More Is BetterParaView 5.9Test: Many Spheres - Resolution: 1920 x 1080Ubuntu 21.10Ubuntu 22.04Linux 5.16Linux 5.17Linux 5.18 Git246810SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 37.246.967.247.217.21

ParaView

Test: Many Spheres - Resolution: 1920 x 1080

OpenBenchmarking.orgMiPolys / Sec, More Is BetterParaView 5.9Test: Many Spheres - Resolution: 1920 x 1080Ubuntu 21.10Ubuntu 22.04Linux 5.16Linux 5.17Linux 5.18 Git160320480640800SE +/- 0.02, N = 3SE +/- 0.08, N = 3SE +/- 0.03, N = 3SE +/- 0.08, N = 3SE +/- 0.09, N = 3725.74697.80725.95722.69722.66

ParaView

Test: Wavelet Volume - Resolution: 1920 x 1080

OpenBenchmarking.orgFrames / Sec, More Is BetterParaView 5.9Test: Wavelet Volume - Resolution: 1920 x 1080Ubuntu 21.10Ubuntu 22.04Linux 5.16Linux 5.17Linux 5.18 Git1326395265SE +/- 0.24, N = 3SE +/- 0.90, N = 12SE +/- 0.58, N = 3SE +/- 0.22, N = 3SE +/- 0.57, N = 344.2150.1856.3356.3755.83

ParaView

Test: Wavelet Volume - Resolution: 1920 x 1080

OpenBenchmarking.orgMiVoxels / Sec, More Is BetterParaView 5.9Test: Wavelet Volume - Resolution: 1920 x 1080Ubuntu 21.10Ubuntu 22.04Linux 5.16Linux 5.17Linux 5.18 Git2004006008001000SE +/- 3.84, N = 3SE +/- 14.35, N = 12SE +/- 9.27, N = 3SE +/- 3.58, N = 3SE +/- 9.08, N = 3707.34802.96901.35901.87893.33

PHPBench

PHP Benchmark Suite

OpenBenchmarking.orgScore, More Is BetterPHPBench 0.8.1PHP Benchmark SuiteUbuntu 21.10Ubuntu 22.04Linux 5.16Linux 5.17Linux 5.18 Git300K600K900K1200K1500KSE +/- 2560.22, N = 3SE +/- 864.55, N = 3SE +/- 1276.01, N = 3SE +/- 2244.76, N = 3SE +/- 5061.91, N = 313833321425647145467214540781445688

PyBench

Total For Average Test Times

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyBench 2018-02-16Total For Average Test TimesUbuntu 21.10Ubuntu 22.04Linux 5.16Linux 5.17Linux 5.18 Git110220330440550SE +/- 0.58, N = 3SE +/- 0.58, N = 3SE +/- 0.58, N = 3SE +/- 0.58, N = 3SE +/- 0.33, N = 3507515506506506

PyPerformance

Benchmark: django_template

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: django_templateUbuntu 21.10Ubuntu 22.04Linux 5.16Linux 5.17Linux 5.18 Git612182430SE +/- 0.06, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 3SE +/- 0.12, N = 3SE +/- 0.03, N = 325.124.724.324.324.3

Selenium

Benchmark: Kraken - Browser: Firefox

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: Kraken - Browser: FirefoxUbuntu 21.10Ubuntu 22.04Linux 5.16Linux 5.17Linux 5.18 Git2004006008001000SE +/- 52.48, N = 15SE +/- 2.32, N = 3SE +/- 1.07, N = 3SE +/- 1.24, N = 3SE +/- 0.64, N = 3981.8701.1607.4610.8609.51. firefox 99.0

Selenium

Benchmark: StyleBench - Browser: Firefox

OpenBenchmarking.orgRuns / Minute, More Is BetterSeleniumBenchmark: StyleBench - Browser: FirefoxUbuntu 21.10Ubuntu 22.04Linux 5.16Linux 5.17Linux 5.18 Git306090120150SE +/- 1.32, N = 6SE +/- 2.72, N = 15SE +/- 1.20, N = 3SE +/- 0.58, N = 3SE +/- 2.19, N = 31311391551541541. firefox 99.0

Selenium

Benchmark: Jetstream 2 - Browser: Firefox

OpenBenchmarking.orgScore, More Is BetterSeleniumBenchmark: Jetstream 2 - Browser: FirefoxUbuntu 21.10Ubuntu 22.04Linux 5.16Linux 5.17Linux 5.18 Git4080120160200SE +/- 2.94, N = 9SE +/- 5.21, N = 12SE +/- 0.48, N = 3SE +/- 1.55, N = 3SE +/- 1.69, N = 3117.83114.10158.38156.24157.561. firefox 99.0

Selenium

Benchmark: Speedometer - Browser: Firefox

OpenBenchmarking.orgRuns Per Minute, More Is BetterSeleniumBenchmark: Speedometer - Browser: FirefoxUbuntu 21.10Ubuntu 22.04Linux 5.16Linux 5.17Linux 5.18 Git60120180240300SE +/- 5.20, N = 15SE +/- 0.20, N = 3SE +/- 1.20, N = 3SE +/- 2.40, N = 3SE +/- 1.53, N = 3187.0131.6256.0253.0257.01. firefox 99.0

Selenium

Benchmark: Kraken - Browser: Google Chrome

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: Kraken - Browser: Google ChromeUbuntu 21.10Ubuntu 22.04Linux 5.16Linux 5.17Linux 5.18 Git130260390520650SE +/- 37.80, N = 15SE +/- 38.04, N = 15SE +/- 0.84, N = 3SE +/- 0.83, N = 3SE +/- 0.55, N = 3586.0580.4421.6422.2423.31. chrome 100.0.4896.88

Selenium

Benchmark: PSPDFKit WASM - Browser: Firefox

OpenBenchmarking.orgScore, Fewer Is BetterSeleniumBenchmark: PSPDFKit WASM - Browser: FirefoxUbuntu 21.10Ubuntu 22.04Linux 5.16Linux 5.17Linux 5.18 Git6001200180024003000SE +/- 38.93, N = 15SE +/- 19.43, N = 3SE +/- 1.73, N = 3SE +/- 4.84, N = 3SE +/- 4.62, N = 3256424282273228522751. firefox 99.0

Selenium

Benchmark: StyleBench - Browser: Google Chrome

OpenBenchmarking.orgRuns / Minute, More Is BetterSeleniumBenchmark: StyleBench - Browser: Google ChromeUbuntu 21.10Ubuntu 22.04Linux 5.16Linux 5.17Linux 5.18 Git1530456075SE +/- 1.82, N = 15SE +/- 2.17, N = 15SE +/- 0.21, N = 3SE +/- 0.21, N = 3SE +/- 0.21, N = 357.1063.4067.7067.5067.781. chrome 100.0.4896.88

Selenium

Benchmark: Jetstream 2 - Browser: Google Chrome

OpenBenchmarking.orgScore, More Is BetterSeleniumBenchmark: Jetstream 2 - Browser: Google ChromeUbuntu 21.10Ubuntu 22.04Linux 5.16Linux 5.17Linux 5.18 Git60120180240300SE +/- 5.60, N = 12SE +/- 6.31, N = 15SE +/- 1.64, N = 3SE +/- 1.32, N = 3SE +/- 1.17, N = 3235.21232.63261.58264.36263.341. chrome 100.0.4896.88

Selenium

Benchmark: Speedometer - Browser: Google Chrome

OpenBenchmarking.orgRuns Per Minute, More Is BetterSeleniumBenchmark: Speedometer - Browser: Google ChromeUbuntu 21.10Ubuntu 22.04Linux 5.16Linux 5.17Linux 5.18 Git70140210280350SE +/- 9.12, N = 15SE +/- 11.90, N = 15SE +/- 1.53, N = 3SE +/- 0.88, N = 3SE +/- 2.08, N = 32452793103043071. chrome 100.0.4896.88

Selenium

Benchmark: PSPDFKit WASM - Browser: Google Chrome

OpenBenchmarking.orgScore, Fewer Is BetterSeleniumBenchmark: PSPDFKit WASM - Browser: Google ChromeUbuntu 21.10Ubuntu 22.04Linux 5.16Linux 5.17Linux 5.18 Git6001200180024003000SE +/- 44.74, N = 15SE +/- 34.08, N = 15SE +/- 21.86, N = 3SE +/- 28.50, N = 3SE +/- 6.84, N = 3269728452569255225781. chrome 100.0.4896.88

Selenium

Benchmark: WASM imageConvolute - Browser: Firefox

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: WASM imageConvolute - Browser: FirefoxUbuntu 21.10Ubuntu 22.04Linux 5.16Linux 5.17Linux 5.18 Git714212835SE +/- 1.21, N = 15SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 324.628.816.616.616.61. firefox 99.0

Selenium

Benchmark: WASM collisionDetection - Browser: Firefox

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: WASM collisionDetection - Browser: FirefoxUbuntu 21.10Ubuntu 22.04Linux 5.16Linux 5.17Linux 5.18 Git70140210280350SE +/- 20.02, N = 15SE +/- 16.92, N = 15SE +/- 1.71, N = 15SE +/- 2.84, N = 5SE +/- 1.77, N = 15319.3298.8258.1259.7258.51. firefox 99.0

Selenium

Benchmark: WASM imageConvolute - Browser: Google Chrome

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: WASM imageConvolute - Browser: Google ChromeUbuntu 21.10Ubuntu 22.04Linux 5.16Linux 5.17Linux 5.18 Git612182430SE +/- 1.68, N = 15SE +/- 1.67, N = 15SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 323.6723.6717.6117.6517.631. chrome 100.0.4896.88

Selenium

Benchmark: WASM collisionDetection - Browser: Google Chrome

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: WASM collisionDetection - Browser: Google ChromeUbuntu 21.10Ubuntu 22.04Linux 5.16Linux 5.17Linux 5.18 Git70140210280350SE +/- 26.85, N = 15SE +/- 26.95, N = 15SE +/- 0.32, N = 3SE +/- 2.98, N = 15SE +/- 1.51, N = 3306.07305.65207.27214.09208.401. chrome 100.0.4896.88

SQLite Speedtest

Timed Time - Size 1,000

OpenBenchmarking.orgSeconds, Fewer Is BetterSQLite Speedtest 3.30Timed Time - Size 1,000Ubuntu 21.10Ubuntu 22.04Linux 5.16Linux 5.17Linux 5.18 Git816243240SE +/- 0.27, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.05, N = 336.1334.8334.6334.0134.371. (CC) gcc options: -O2 -lz

Stargate Digital Audio Workstation

Sample Rate: 192000 - Buffer Size: 512

OpenBenchmarking.orgRender Ratio, More Is BetterStargate Digital Audio Workstation 21.10.9Sample Rate: 192000 - Buffer Size: 512Ubuntu 21.10Ubuntu 22.04Linux 5.16Linux 5.17Linux 5.18 Git0.7071.4142.1212.8283.535SE +/- 0.012303, N = 3SE +/- 0.005067, N = 3SE +/- 0.005140, N = 3SE +/- 0.011531, N = 3SE +/- 0.017343, N = 33.1420523.0996223.1116743.0767473.0777431. (CXX) g++ options: -lpthread -lsndfile -lm -O3 -march=native -ffast-math -funroll-loops -fstrength-reduce -fstrict-aliasing -finline-functions

SVT-AV1

Encoder Mode: Preset 10 - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.9Encoder Mode: Preset 10 - Input: Bosphorus 4KUbuntu 21.10Ubuntu 22.04Linux 5.16Linux 5.17Linux 5.18 Git306090120150SE +/- 0.51, N = 3SE +/- 0.55, N = 3SE +/- 0.70, N = 3SE +/- 0.73, N = 3SE +/- 0.67, N = 3104.03105.15112.16112.56112.171. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq -pie

SVT-AV1

Encoder Mode: Preset 12 - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.9Encoder Mode: Preset 12 - Input: Bosphorus 4KUbuntu 21.10Ubuntu 22.04Linux 5.16Linux 5.17Linux 5.18 Git4080120160200SE +/- 1.09, N = 3SE +/- 1.28, N = 3SE +/- 1.67, N = 5SE +/- 1.83, N = 3SE +/- 1.94, N = 4147.29149.07162.40165.28163.741. (CXX) g++ options: -march=native -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 21.10Ubuntu 22.04Linux 5.16Linux 5.17Linux 5.18 Git50100150200250SE +/- 1.23, N = 3SE +/- 1.20, N = 3SE +/- 1.14, N = 3SE +/- 1.22, N = 3SE +/- 0.24, N = 3225.63226.37236.29236.48235.601. (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 21.10Ubuntu 22.04Linux 5.16Linux 5.17Linux 5.18 Git110220330440550SE +/- 1.40, N = 3SE +/- 0.44, N = 3SE +/- 0.77, N = 3SE +/- 0.60, N = 3SE +/- 1.07, N = 3474.57478.09498.06498.07496.831. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt

Tesseract

Resolution: 1920 x 1080

OpenBenchmarking.orgFrames Per Second, More Is BetterTesseract 2014-05-12Resolution: 1920 x 1080Ubuntu 21.10Ubuntu 22.04Linux 5.16Linux 5.17Linux 5.18 Git20406080100SE +/- 1.20, N = 3SE +/- 0.26, N = 3SE +/- 0.87, N = 3SE +/- 0.66, N = 3SE +/- 0.62, N = 393.66101.29102.67103.21102.65

Tesseract

Resolution: 3840 x 2160

OpenBenchmarking.orgFrames Per Second, More Is BetterTesseract 2014-05-12Resolution: 3840 x 2160Ubuntu 21.10Ubuntu 22.04Linux 5.16Linux 5.17Linux 5.18 Git918273645SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.08, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 334.8634.7836.9737.2837.23

Timed Gem5 Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Gem5 Compilation 21.2Time To CompileUbuntu 21.10Ubuntu 22.04Linux 5.16Linux 5.17Linux 5.18 Git50100150200250SE +/- 1.07, N = 3SE +/- 0.85, N = 3SE +/- 0.34, N = 3SE +/- 0.08, N = 3SE +/- 0.11, N = 3235.18234.72231.57231.50231.48

Timed Godot Game Engine Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Godot Game Engine Compilation 3.2.3Time To CompileUbuntu 21.10Ubuntu 22.04Linux 5.16Linux 5.17Linux 5.18 Git1428425670SE +/- 0.82, N = 3SE +/- 0.86, N = 3SE +/- 0.47, N = 3SE +/- 0.18, N = 3SE +/- 0.01, N = 363.3662.3162.1061.0861.06

Timed MPlayer Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed MPlayer Compilation 1.5Time To CompileUbuntu 21.10Ubuntu 22.04Linux 5.16Linux 5.17Linux 5.18 Git510152025SE +/- 0.21, N = 15SE +/- 0.18, N = 15SE +/- 0.06, N = 3SE +/- 0.05, N = 3SE +/- 0.05, N = 319.6919.6118.6318.5618.69

Timed Wasmer Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Wasmer Compilation 2.2Time To CompileUbuntu 21.10Ubuntu 22.04Linux 5.16Linux 5.17Linux 5.18 Git1122334455SE +/- 0.63, N = 15SE +/- 0.49, N = 15SE +/- 0.05, N = 3SE +/- 0.26, N = 3SE +/- 0.64, N = 349.6348.4546.3646.0346.331. (CC) gcc options: -m64 -ldl -lxkbcommon -lgcc_s -lutil -lrt -lpthread -lm -lc -pie -nodefaultlibs

WireGuard + Linux Networking Stack Stress Test

OpenBenchmarking.orgSeconds, Fewer Is BetterWireGuard + Linux Networking Stack Stress TestUbuntu 21.10Ubuntu 22.04Linux 5.16Linux 5.17Linux 5.18 Git306090120150SE +/- 0.53, N = 3SE +/- 0.17, N = 3SE +/- 0.63, N = 3SE +/- 3.99, N = 12SE +/- 1.01, N = 3106.88107.63106.94120.04109.35

Xonotic

Resolution: 3840 x 2160 - Effects Quality: Low

OpenBenchmarking.orgFrames Per Second, More Is BetterXonotic 0.8.2Resolution: 3840 x 2160 - Effects Quality: LowUbuntu 21.10Ubuntu 22.04Linux 5.16Linux 5.17Linux 5.18 Git4080120160200SE +/- 0.48, N = 3SE +/- 0.82, N = 3SE +/- 0.20, N = 3SE +/- 0.60, N = 3SE +/- 0.22, N = 3194.55185.66196.46195.43195.73MIN: 110 / MAX: 300MIN: 106 / MAX: 283MIN: 109 / MAX: 300MIN: 109 / MAX: 295MIN: 109 / MAX: 297

Xonotic

Resolution: 3840 x 2160 - Effects Quality: High

OpenBenchmarking.orgFrames Per Second, More Is BetterXonotic 0.8.2Resolution: 3840 x 2160 - Effects Quality: HighUbuntu 21.10Ubuntu 22.04Linux 5.16Linux 5.17Linux 5.18 Git1632486480SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.04, N = 3SE +/- 0.08, N = 3SE +/- 0.06, N = 372.7666.4873.1373.0773.39MIN: 35 / MAX: 92MIN: 33 / MAX: 83MIN: 34 / MAX: 93MIN: 35 / MAX: 92MIN: 34 / MAX: 93

Xonotic

Resolution: 3840 x 2160 - Effects Quality: Ultra

OpenBenchmarking.orgFrames Per Second, More Is BetterXonotic 0.8.2Resolution: 3840 x 2160 - Effects Quality: UltraUbuntu 21.10Ubuntu 22.04Linux 5.16Linux 5.17Linux 5.18 Git1224364860SE +/- 0.02, N = 3SE +/- 0.08, N = 3SE +/- 0.06, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 351.6348.3852.0352.0952.13MIN: 22 / MAX: 77MIN: 22 / MAX: 71MIN: 23 / MAX: 78MIN: 23 / MAX: 78MIN: 23 / MAX: 78

Xonotic

Resolution: 3840 x 2160 - Effects Quality: Ultimate

OpenBenchmarking.orgFrames Per Second, More Is BetterXonotic 0.8.2Resolution: 3840 x 2160 - Effects Quality: UltimateUbuntu 21.10Ubuntu 22.04Linux 5.16Linux 5.17Linux 5.18 Git816243240SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 335.2233.8235.6335.7135.70MIN: 17 / MAX: 60MIN: 17 / MAX: 56MIN: 17 / MAX: 60MIN: 17 / MAX: 61MIN: 17 / MAX: 61

Zstd Compression

Compression Level: 19, Long Mode - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 19, Long Mode - Compression SpeedUbuntu 21.10Ubuntu 22.04Linux 5.16Linux 5.17Linux 5.18 Git1020304050SE +/- 0.15, N = 3SE +/- 0.20, N = 3SE +/- 0.46, N = 5SE +/- 0.44, N = 3SE +/- 0.29, N = 334.234.843.342.642.51. *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***

Zstd Compression

Compression Level: 19, Long Mode - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 19, Long Mode - Decompression SpeedUbuntu 21.10Ubuntu 22.04Linux 5.16Linux 5.17Linux 5.18 Git10002000300040005000SE +/- 1.94, N = 3SE +/- 517.02, N = 3SE +/- 2.29, N = 5SE +/- 3.71, N = 3SE +/- 0.76, N = 32985.33488.04599.84598.24591.31. *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***


Phoronix Test Suite v10.8.4