Linux 6.5 ASUS ROG Ally

Benchmarks by Michael Larabel for a future article.

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  Test
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Linux 6.3.13
September 01 2023
  8 Hours, 50 Minutes
Linux 6.4.13
September 01 2023
  11 Hours, 5 Minutes
Linux 6.5.1
September 02 2023
  8 Hours, 34 Minutes
Linux 6.6 2 Sep
September 02 2023
  8 Hours, 22 Minutes
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  9 Hours, 12 Minutes

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Linux 6.5 ASUS ROG AllyProcessorMotherboardChipsetMemoryDiskGraphicsAudioNetworkOSKernelDesktopDisplay ServerOpenGLCompilerFile-SystemScreen ResolutionLinux 6.3.13Linux 6.4.13Linux 6.5.1Linux 6.6 2 SepAMD Ryzen Z1 Extreme @ 3.30GHz (8 Cores / 16 Threads)ASUS RC71L v1.0 (RC71L.319 BIOS)AMD Device 14e812GB512GB Micron_2400_MTFDKBK512QFM + 1000GB RTL9210B-CGASUS AMD Phoenix1 4GB (2700/800MHz)AMD Rembrandt Radeon HD AudioMEDIATEK MT7922 802.11ax PCIUbuntu 23.046.3.13-060313-generic (x86_64)GNOME Shell 44.2X Server + Wayland4.6 Mesa 23.0.4-0ubuntu1~23.04.1 (LLVM 15.0.7 DRM 3.52)GCC 12.3.0ext41920x10806.4.13-060413-generic (x86_64)AMD Ryzen Z1 Extreme @ 5.29GHz (8 Cores / 16 Threads)6.5.1-060501-generic (x86_64)4.6 Mesa 23.0.4-0ubuntu1~23.04.1 (LLVM 15.0.7 DRM 3.54)6.5.0-060500daily20230902-generic (x86_64)OpenBenchmarking.orgKernel Details- Transparent Huge Pages: madviseCompiler Details- --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-defaulted --enable-offload-targets=nvptx-none=/build/gcc-12-DAPbBt/gcc-12-12.3.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-12-DAPbBt/gcc-12-12.3.0/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-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 Disk Details- NONE / relatime,rw / Block Size: 4096Processor Details- Linux 6.3.13: Scaling Governor: acpi-cpufreq schedutil (Boost: Enabled) - Platform Profile: performance - CPU Microcode: 0xa704103 - ACPI Profile: performance- Linux 6.4.13: Scaling Governor: acpi-cpufreq schedutil (Boost: Enabled) - Platform Profile: performance - CPU Microcode: 0xa704103 - ACPI Profile: performance- Linux 6.5.1: Scaling Governor: amd-pstate-epp powersave (EPP: performance) - Platform Profile: performance - CPU Microcode: 0xa704103 - ACPI Profile: performance- Linux 6.6 2 Sep: Scaling Governor: amd-pstate-epp powersave (EPP: performance) - Platform Profile: performance - CPU Microcode: 0xa704103 - ACPI Profile: performanceGraphics Details- Linux 6.3.13: BAR1 / Visible vRAM Size: 4096 MB - vBIOS Version: 113-PHXGENERIC-001- Linux 6.4.13: BAR1 / Visible vRAM Size: 4096 MB - vBIOS Version: 113-PHXGENERIC-001- Linux 6.5.1: BAR1 / Visible vRAM Size: 4096 MB - vBIOS Version: 113-PHXGENERIC-001- Linux 6.6 2 Sep: BAR1 / Visible vRAM Size: 4096 MB - vBIOS Version: 022.012.000.016.000001Python Details- Python 3.11.4Security Details- Linux 6.3.13: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: 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 / Automatic IBRS IBPB: conditional RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected - Linux 6.4.13: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_rstack_overflow: Mitigation of safe RET no microcode + 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 / Automatic IBRS IBPB: conditional STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected - Linux 6.5.1: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_rstack_overflow: Mitigation of safe RET no microcode + 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 / Automatic IBRS IBPB: conditional STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected - Linux 6.6 2 Sep: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_rstack_overflow: Mitigation of safe RET no microcode + 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 / Automatic IBRS IBPB: conditional STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected

Linux 6.3.13Linux 6.4.13Linux 6.5.1Linux 6.6 2 SepResult OverviewPhoronix Test Suite100%113%126%140%153%SQLiteOpenVINOFFmpegUnvanquishedSVT-VP9SVT-HEVCSeleniumlibavif avifenc3DMark Wild Life ExtremeDDraceNetworkNode.js V8 Web Tooling Benchmarkx265Timed FFmpeg Compilationuvg266Timed Godot Game Engine CompilationParaViewXonoticGravityMarkSVT-AV1NCNNUnigine SuperpositionZstd CompressionVVenC7-Zip CompressionBlenderyquake2

Linux 6.3.13Linux 6.4.13Linux 6.5.1Linux 6.6 2 SepPer Watt Result OverviewPhoronix Test Suite100%104%108%111%115%FFmpegGravityMarkyquake2SVT-VP9x265SVT-HEVCuvg266Zstd CompressionSeleniumNode.js V8 Web Tooling BenchmarkUnvanquishedParaViewSVT-AV13DMark Wild Life Extreme7-Zip CompressionXonoticVVenCUnigine SuperpositionP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.M

Linux 6.5 ASUS ROG Allyopenvino: Person Detection FP16 - CPUopenvino: Vehicle Detection FP16-INT8 - CPUopenvino: Face Detection FP16-INT8 - CPUopenvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUopenvino: Weld Porosity Detection FP16-INT8 - CPUopenvino: Person Vehicle Bike Detection FP16 - CPUopenvino: Machine Translation EN To DE FP16 - CPUffmpeg: libx265 - Liveffmpeg: libx265 - Liveopenvino: Person Detection FP16 - CPUopenvino: Vehicle Detection FP16-INT8 - CPUopenvino: Face Detection FP16-INT8 - CPUopenvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUopenvino: Weld Porosity Detection FP16-INT8 - CPUopenvino: Person Vehicle Bike Detection FP16 - CPUsvt-hevc: 10 - Bosphorus 4Kffmpeg: libx265 - Platformffmpeg: libx265 - Platformffmpeg: libx265 - Video On Demandffmpeg: libx265 - Video On Demandffmpeg: libx265 - Uploadffmpeg: libx265 - Uploadselenium: PSPDFKit WASM - Google Chromeopenvino: Machine Translation EN To DE FP16 - CPUncnn: Vulkan GPU - FastestDetddnet: 1920 x 1080 - Fullscreen - OpenGL 3.3 - Default - Multeasymapunvanquished: 1920 x 1080 - Mediumselenium: PSPDFKit WASM - Firefoxavifenc: 10, Losslesssvt-vp9: VMAF Optimized - Bosphorus 4Kselenium: Kraken - Google Chromesvt-vp9: PSNR/SSIM Optimized - Bosphorus 4Kselenium: Speedometer - Google Chromeselenium: Jetstream 2 - Google Chromesvt-vp9: Visual Quality Optimized - Bosphorus 4Kx265: Bosphorus 4Kselenium: Speedometer - Firefoxavifenc: 6, Losslessselenium: Kraken - Firefoxncnn: Vulkan GPU - yolov4-tinyncnn: Vulkan GPU - resnet50avifenc: 6uvg266: Bosphorus 4K - Ultra Fast3dmark: 1920 x 1080yquake2: Vulkan - Off - On - 1920 x 1080ncnn: CPU - googlenetuvg266: Bosphorus 1080p - Ultra Fastx265: Bosphorus 1080pnode-web-tooling: build-ffmpeg: Time To Compilexonotic: 1920 x 1080 - Ultraselenium: Jetstream 2 - Firefoxddnet: 1920 x 1080 - Fullscreen - OpenGL 3.3 - Default - RaiNyMore2ncnn: CPU - resnet18ncnn: CPU - resnet50uvg266: Bosphorus 1080p - Super Fastsvt-av1: Preset 4 - Bosphorus 1080pncnn: Vulkan GPU-v2-v2 - mobilenet-v2ncnn: CPU - FastestDetncnn: CPU-v2-v2 - mobilenet-v2yquake2: Vulkan - On - On - 1920 x 1080ncnn: Vulkan GPU - squeezenet_ssdbuild-godot: Time To Compilencnn: CPU - regnety_400mncnn: Vulkan GPU - resnet18unigine-super: 1920 x 1080 - Fullscreen - Ultra - OpenGLncnn: Vulkan GPU - mobilenetcompress-zstd: 19, Long Mode - Compression Speedsvt-hevc: 7 - Bosphorus 4Kncnn: Vulkan GPU - alexnetxonotic: 1920 x 1080 - Ultimatexonotic: 1920 x 1080 - Highsvt-hevc: 1 - Bosphorus 4Kunigine-super: 1920 x 1080 - Fullscreen - Low - OpenGLncnn: CPU - mobilenetxonotic: 1920 x 1080 - Lowcompress-7zip: Compression Ratingncnn: Vulkan GPU - vision_transformerncnn: Vulkan GPU - vgg16compress-zstd: 19 - Decompression Speeduvg266: Bosphorus 4K - Super Fastncnn: Vulkan GPU - regnety_400mgravitymark: 1920 x 1080 - Vulkanncnn: Vulkan GPU - googlenetncnn: CPU - yolov4-tinyncnn: Vulkan GPU-v3-v3 - mobilenet-v3yquake2: Vulkan - On - Off - 1920 x 1080yquake2: Vulkan - Off - Off - 1920 x 1080svt-av1: Preset 8 - Bosphorus 4Kcompress-zstd: 19, Long Mode - Decompression Speedddnet: 1920 x 1080 - Fullscreen - Vulkan - Default - Multeasymapncnn: CPU - vgg16vvenc: Bosphorus 4K - Fasterncnn: Vulkan GPU - shufflenet-v2svt-av1: Preset 8 - Bosphorus 1080pvvenc: Bosphorus 1080p - Fasterunigine-super: 1920 x 1080 - Fullscreen - Medium - OpenGLparaview: Wavelet Contour - 1920 x 1080ncnn: CPU - squeezenet_ssdunigine-super: 1920 x 1080 - Fullscreen - High - OpenGLselenium: WASM imageConvolute - Google Chromecompress-zstd: 19 - Compression Speedncnn: Vulkan GPU - mnasnetncnn: Vulkan GPU - efficientnet-b0compress-7zip: Decompression Ratingblender: BMW27 - CPU-Onlyncnn: CPU - shufflenet-v2avifenc: 0ncnn: CPU - vision_transformerncnn: CPU - mnasnetncnn: CPU-v3-v3 - mobilenet-v3avifenc: 2ddnet: 1920 x 1080 - Fullscreen - Vulkan - Default - RaiNyMore2ncnn: CPU - efficientnet-b0svt-av1: Preset 4 - Bosphorus 4Kselenium: WASM collisionDetection - Firefoxparaview: Many Spheres - 1920 x 1080selenium: WASM collisionDetection - Google Chromencnn: Vulkan GPU - blazefacencnn: CPU - blazefaceselenium: WASM imageConvolute - Firefoxncnn: CPU - alexnetparaview: Wavelet Volume - 1920 x 1080paraview: Wavelet Volume - 1920 x 1080paraview: Wavelet Contour - 1920 x 1080paraview: Many Spheres - 1920 x 1080sqlite: 1svt-av1: Preset 12 - Bosphorus 1080psvt-av1: Preset 13 - Bosphorus 1080punvanquished: 1920 x 1080 - Ultraunvanquished: 1920 x 1080 - HighLinux 6.3.13Linux 6.4.13Linux 6.5.1Linux 6.6 2 Sep1577.607.93438.940.998.897.8177.8951.1298.792.52503.439.118013.45898.69510.5349.7542.85176.7642.82176.893890532116.1621.74261751.342.70817.78458.624434.71643.25417.643.65325298.18439.6611.892649.918535.815.9011.596.77921.9683.51204.87.39104.5463.4517.2360.135317.8370639189.769367.285.2611.4286.5810.0162.772.762.75199.86.98503.2735.665.3410.59.697.0635.805.29239.1652250362.26871461.8862.49.74691.59079007158067.1435.691783.118.055.6941.17.4615.782.52787.5789.835.3431725.6620.9935.507.6512.1389.29027.15933.6145.826.9623.717.9612.32.473.8067004155.562.13146.06466.872.482.5268.155325.743.802.854270.525.91237.440.760.7619.45.223743.032233.941519.5872597.38022.284375.477443.174239.0334.21589.478.02439.081.008.897.7678.0951.9197.292.51497.919.107903.16898.88513.7152.4342.30179.0642.37178.77116.74821419921.63275051.222.80821.62423.625455.08243.26425.543.91318289.70538.8312.2125910.320560.116.2711.857.00121.6481.80205.87.57102.9662.2617.1661.570325.4185838185.360376.015.3811.6885.809.9582.792.772.78201.77.11511.8985.785.3910.59.877.1236.125.30243.1970032368.35774181.8963.49.83690.14258437082767.5535.971799.817.885.7641.07.5015.842.52781.2792.935.2071708.0626.8235.857.6302.1488.68527.31433.9145.747.0223.817.8112.22.483.8267330155.252.13146.27767.112.472.5268.098325.363.802.849270.625.91237.560.760.7619.45.413539.709221.231518.7972597.45134.065368.829435.471250.1371.72372.0511.92657.821.4713.1311.05107.4439.06129.292.09418.467.586758.17760.42451.1552.1147.56159.2747.54159.36104.6024.14246546.512.72886.74431.623595.07542.94398.643.57338307.00838.9312.5227210.377546.315.7811.577.02921.5181.57202.67.37103.1963.1017.5861.418321.4925520188.293375.355.2911.4385.5810.1762.812.752.81197.46.96513.9615.695.2810.49.767.0735.535.27240.1174973365.90829941.8962.59.69683.82891167060466.7135.491775.817.825.7541.57.4115.652.54790.2799.035.1721708.6627.1335.537.5792.1488.90527.25433.9144.536.9723.617.9612.22.493.8367247154.802.12146.75267.172.472.5168.257324.953.802.852271.125.94237.400.760.7619.45.203730.722233.171506.1792600.92323.458367.658435.832276.9382.82359.8811.70648.141.4713.0010.91107.2639.17128.922.09426.007.706788.12768.52457.0756.1447.64159.0147.65158.974139347104.62227926824.14248046.582.94859.55426.323575.08746.20400.246.44338304.17940.9612.3926910.362554.015.6011.417.02121.3081.10200.07.48101.8263.8717.5561.367321.8744076188.527374.495.3511.5884.7210.1652.752.812.77201.66.97511.8605.745.2810.69.707.1936.175.21239.7825818365.52368731.8662.79.70693.31671887111966.6335.541795.317.815.7341.57.4115.692.51790.3792.335.5781711.1627.2835.767.5912.1289.49827.07233.9144.586.9923.817.8912.22.473.8167352155.442.13146.43667.092.482.5268.360324.753.812.847270.725.91237.290.760.7619.45.313682.711230.171506.6422597.28522.983374.176442.514277.1377.6OpenBenchmarking.org

OpenVINO

This is a test of the Intel OpenVINO, a toolkit around neural networks, using its built-in benchmarking support and analyzing the throughput and latency for various models. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Person Detection FP16 - Device: CPULinux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.135001000150020002500SE +/- 25.87, N = 3SE +/- 24.26, N = 3SE +/- 12.25, N = 3SE +/- 18.90, N = 32359.882372.051589.471577.60MIN: 1427.65 / MAX: 3020.8MIN: 1424.27 / MAX: 3178.81MIN: 971.05 / MAX: 1690.43MIN: 1142.69 / MAX: 1712.141. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Vehicle Detection FP16-INT8 - Device: CPULinux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.133691215SE +/- 0.15, N = 3SE +/- 0.13, N = 3SE +/- 0.08, N = 5SE +/- 0.09, N = 411.7011.928.027.93MIN: 6.27 / MAX: 24.76MIN: 6.28 / MAX: 27.83MIN: 4.17 / MAX: 24.63MIN: 4.2 / MAX: 23.351. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Face Detection FP16-INT8 - Device: CPULinux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.13140280420560700SE +/- 8.15, N = 4SE +/- 6.45, N = 6SE +/- 3.42, N = 9SE +/- 3.45, N = 8648.14657.82439.08438.94MIN: 360.91 / MAX: 891.67MIN: 361.28 / MAX: 1067.09MIN: 240.02 / MAX: 486.23MIN: 331.54 / MAX: 485.11. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPULinux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.130.33080.66160.99241.32321.654SE +/- 0.02, N = 4SE +/- 0.02, N = 5SE +/- 0.01, N = 8SE +/- 0.01, N = 91.471.471.000.99MIN: 0.76 / MAX: 6.31MIN: 0.76 / MAX: 10.29MIN: 0.47 / MAX: 15.53MIN: 0.48 / MAX: 15.541. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Weld Porosity Detection FP16-INT8 - Device: CPULinux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.133691215SE +/- 0.16, N = 4SE +/- 0.13, N = 5SE +/- 0.08, N = 8SE +/- 0.07, N = 813.0013.138.898.89MIN: 7.05 / MAX: 23.49MIN: 6.91 / MAX: 36.18MIN: 4.31 / MAX: 24.92MIN: 4.54 / MAX: 22.991. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Person Vehicle Bike Detection FP16 - Device: CPULinux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.133691215SE +/- 0.13, N = 3SE +/- 0.10, N = 3SE +/- 0.09, N = 4SE +/- 0.01, N = 310.9111.057.767.81MIN: 6.85 / MAX: 21.22MIN: 6.86 / MAX: 23.11MIN: 5.33 / MAX: 22.76MIN: 5.9 / MAX: 22.51. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Machine Translation EN To DE FP16 - Device: CPULinux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.1320406080100SE +/- 1.24, N = 3SE +/- 1.47, N = 3SE +/- 0.68, N = 7SE +/- 0.74, N = 6107.26107.4478.0977.89MIN: 65.1 / MAX: 149.12MIN: 65.65 / MAX: 178.2MIN: 43.46 / MAX: 98.15MIN: 39.48 / MAX: 100.281. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared

FFmpeg

This is a benchmark of the FFmpeg multimedia framework. The FFmpeg test profile is making use of a modified version of vbench from Columbia University's Architecture and Design Lab (ARCADE) [http://arcade.cs.columbia.edu/vbench/] that is a benchmark for video-as-a-service workloads. The test profile offers the options of a range of vbench scenarios based on freely distributable video content and offers the options of using the x264 or x265 video encoders for transcoding. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterFFmpeg 6.0Encoder: libx265 - Scenario: LiveLinux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.131224364860SE +/- 0.05, N = 3SE +/- 0.11, N = 3SE +/- 0.36, N = 3SE +/- 0.12, N = 339.1739.0651.9151.121. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

OpenBenchmarking.orgFPS, More Is BetterFFmpeg 6.0Encoder: libx265 - Scenario: LiveLinux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.13306090120150SE +/- 0.17, N = 3SE +/- 0.36, N = 3SE +/- 0.67, N = 3SE +/- 0.23, N = 3128.92129.2997.2998.791. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

OpenVINO

This is a test of the Intel OpenVINO, a toolkit around neural networks, using its built-in benchmarking support and analyzing the throughput and latency for various models. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Person Detection FP16 - Device: CPULinux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.130.5671.1341.7012.2682.835SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 32.092.092.512.521. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Vehicle Detection FP16-INT8 - Device: CPULinux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.13110220330440550SE +/- 5.36, N = 3SE +/- 4.83, N = 3SE +/- 5.16, N = 5SE +/- 6.12, N = 4426.00418.46497.91503.431. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Face Detection FP16-INT8 - Device: CPULinux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.133691215SE +/- 0.09, N = 4SE +/- 0.08, N = 6SE +/- 0.07, N = 9SE +/- 0.08, N = 87.707.589.109.111. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPULinux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.132K4K6K8K10KSE +/- 77.35, N = 4SE +/- 73.21, N = 5SE +/- 69.34, N = 8SE +/- 64.02, N = 96788.126758.177903.168013.451. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Weld Porosity Detection FP16-INT8 - Device: CPULinux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.132004006008001000SE +/- 9.36, N = 4SE +/- 7.82, N = 5SE +/- 7.90, N = 8SE +/- 7.53, N = 8768.52760.42898.88898.691. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Person Vehicle Bike Detection FP16 - Device: CPULinux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.13110220330440550SE +/- 5.53, N = 3SE +/- 4.00, N = 3SE +/- 6.38, N = 4SE +/- 0.29, N = 3457.07451.15513.71510.531. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared

SVT-HEVC

This is a test of the Intel Open Visual Cloud Scalable Video Technology SVT-HEVC CPU-based multi-threaded video encoder for the HEVC / H.265 video format with a sample YUV video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 10 - Input: Bosphorus 4KLinux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.131326395265SE +/- 0.13, N = 4SE +/- 0.09, N = 4SE +/- 0.12, N = 4SE +/- 0.40, N = 456.1452.1152.4349.751. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt

FFmpeg

This is a benchmark of the FFmpeg multimedia framework. The FFmpeg test profile is making use of a modified version of vbench from Columbia University's Architecture and Design Lab (ARCADE) [http://arcade.cs.columbia.edu/vbench/] that is a benchmark for video-as-a-service workloads. The test profile offers the options of a range of vbench scenarios based on freely distributable video content and offers the options of using the x264 or x265 video encoders for transcoding. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterFFmpeg 6.0Encoder: libx265 - Scenario: PlatformLinux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.131122334455SE +/- 0.21, N = 3SE +/- 0.18, N = 3SE +/- 0.12, N = 3SE +/- 0.09, N = 347.6447.5642.3042.851. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

OpenBenchmarking.orgSeconds, Fewer Is BetterFFmpeg 6.0Encoder: libx265 - Scenario: PlatformLinux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.134080120160200SE +/- 0.69, N = 3SE +/- 0.58, N = 3SE +/- 0.50, N = 3SE +/- 0.37, N = 3159.01159.27179.06176.761. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

OpenBenchmarking.orgFPS, More Is BetterFFmpeg 6.0Encoder: libx265 - Scenario: Video On DemandLinux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.131122334455SE +/- 0.11, N = 3SE +/- 0.14, N = 3SE +/- 0.16, N = 3SE +/- 0.14, N = 347.6547.5442.3742.821. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

OpenBenchmarking.orgSeconds, Fewer Is BetterFFmpeg 6.0Encoder: libx265 - Scenario: Video On DemandLinux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.134080120160200SE +/- 0.36, N = 3SE +/- 0.48, N = 3SE +/- 0.68, N = 3SE +/- 0.56, N = 3158.97159.36178.77176.891. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

OpenBenchmarking.orgSeconds, Fewer Is BetterFFmpeg 6.0Encoder: libx265 - Scenario: UploadLinux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.13306090120150SE +/- 0.63, N = 3SE +/- 0.34, N = 3SE +/- 0.28, N = 3SE +/- 0.43, N = 3104.62104.60116.75116.161. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

OpenBenchmarking.orgFPS, More Is BetterFFmpeg 6.0Encoder: libx265 - Scenario: UploadLinux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.13612182430SE +/- 0.15, N = 3SE +/- 0.08, N = 3SE +/- 0.05, N = 3SE +/- 0.08, N = 324.1424.1421.6321.741. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

Selenium

OpenBenchmarking.orgScore, Fewer Is BetterSeleniumBenchmark: PSPDFKit WASM - Browser: Google ChromeLinux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.136001200180024003000SE +/- 2.08, N = 3SE +/- 0.88, N = 3SE +/- 8.08, N = 3SE +/- 19.20, N = 324802465275026171. chrome 116.0.5845.140

OpenVINO

This is a test of the Intel OpenVINO, a toolkit around neural networks, using its built-in benchmarking support and analyzing the throughput and latency for various models. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Machine Translation EN To DE FP16 - Device: CPULinux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.131224364860SE +/- 0.54, N = 3SE +/- 0.64, N = 3SE +/- 0.46, N = 7SE +/- 0.50, N = 646.5846.5151.2251.341. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared

NCNN

NCNN is a high performance neural network inference framework optimized for mobile and other platforms developed by Tencent. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: FastestDetLinux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.130.66151.3231.98452.6463.3075SE +/- 0.07, N = 3SE +/- 0.06, N = 3SE +/- 0.03, N = 11SE +/- 0.01, N = 32.942.722.802.70MIN: 2.75 / MAX: 3.72MIN: 2.58 / MAX: 3.45MIN: 2.61 / MAX: 14.83MIN: 2.63 / MAX: 3.191. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

DDraceNetwork

This is a test of DDraceNetwork, an open-source cooperative platformer. Vulkan or OpenGL 3.3 is used for rendering, with fallbacks for older OpenGL versions. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterDDraceNetwork 16.3.2Resolution: 1920 x 1080 - Mode: Fullscreen - Renderer: OpenGL 3.3 - Zoom: Default - Demo: MulteasymapLinux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.132004006008001000SE +/- 7.89, N = 6SE +/- 9.89, N = 3SE +/- 10.68, N = 3SE +/- 7.17, N = 8859.55886.74821.62817.781. (CXX) g++ options: -O3 -lrt -ldl -lvulkan -lnotify -lgdk_pixbuf-2.0 -lgio-2.0 -lgobject-2.0 -lglib-2.0 -fuse-ld=gold

Unvanquished

Unvanquished is a modern fork of the Tremulous first person shooter. Unvanquished is powered by the Daemon engine, a combination of the ioquake3 (id Tech 3) engine with the graphically-beautiful XreaL engine. Unvanquished supports a modern OpenGL 3 renderer and other advanced graphics features for this open-source, cross-platform shooter game. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterUnvanquished 0.54Resolution: 1920 x 1080 - Effects Quality: MediumLinux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.13100200300400500SE +/- 3.24, N = 3SE +/- 4.80, N = 4SE +/- 0.52, N = 3SE +/- 5.75, N = 3426.3431.6423.6458.6

Selenium

OpenBenchmarking.orgScore, Fewer Is BetterSeleniumBenchmark: PSPDFKit WASM - Browser: FirefoxLinux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.135001000150020002500SE +/- 2.60, N = 3SE +/- 5.33, N = 3SE +/- 13.22, N = 3SE +/- 4.98, N = 323572359254524431. firefox 117.0

libavif avifenc

This is a test of the AOMedia libavif library testing the encoding of a JPEG image to AV1 Image Format (AVIF). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 1.0Encoder Speed: 10, LosslessLinux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.131.14462.28923.43384.57845.723SE +/- 0.011, N = 7SE +/- 0.018, N = 7SE +/- 0.008, N = 7SE +/- 0.033, N = 85.0875.0755.0824.7161. (CXX) g++ options: -O3 -fPIC -lm

SVT-VP9

This is a test of the Intel Open Visual Cloud Scalable Video Technology SVT-VP9 CPU-based multi-threaded video encoder for the VP9 video format with a sample YUV input video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.3Tuning: VMAF Optimized - Input: Bosphorus 4KLinux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.131020304050SE +/- 0.21, N = 4SE +/- 0.14, N = 4SE +/- 0.16, N = 4SE +/- 0.40, N = 1546.2042.9443.2643.251. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

Selenium

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: Kraken - Browser: Google ChromeLinux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.1390180270360450SE +/- 0.99, N = 3SE +/- 1.38, N = 3SE +/- 1.27, N = 3SE +/- 0.64, N = 3400.2398.6425.5417.61. chrome 116.0.5845.140

SVT-VP9

This is a test of the Intel Open Visual Cloud Scalable Video Technology SVT-VP9 CPU-based multi-threaded video encoder for the VP9 video format with a sample YUV input video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.3Tuning: PSNR/SSIM Optimized - Input: Bosphorus 4KLinux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.131122334455SE +/- 0.16, N = 4SE +/- 0.33, N = 4SE +/- 0.08, N = 4SE +/- 0.26, N = 446.4443.5743.9143.651. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

Selenium

OpenBenchmarking.orgRuns Per Minute, More Is BetterSeleniumBenchmark: Speedometer - Browser: Google ChromeLinux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.1370140210280350SE +/- 0.88, N = 3SE +/- 0.33, N = 3SE +/- 0.67, N = 3SE +/- 0.58, N = 33383383183251. chrome 116.0.5845.140

OpenBenchmarking.orgScore, More Is BetterSeleniumBenchmark: Jetstream 2 - Browser: Google ChromeLinux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.1370140210280350SE +/- 0.67, N = 3SE +/- 1.19, N = 3SE +/- 1.42, N = 3SE +/- 0.62, N = 3304.18307.01289.71298.181. chrome 116.0.5845.140

SVT-VP9

This is a test of the Intel Open Visual Cloud Scalable Video Technology SVT-VP9 CPU-based multi-threaded video encoder for the VP9 video format with a sample YUV input video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.3Tuning: Visual Quality Optimized - Input: Bosphorus 4KLinux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.13918273645SE +/- 0.09, N = 4SE +/- 0.12, N = 4SE +/- 0.16, N = 4SE +/- 0.16, N = 440.9638.9338.8339.661. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

x265

This is a simple test of the x265 encoder run on the CPU with 1080p and 4K options for H.265 video encode performance with x265. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is Betterx265 3.4Video Input: Bosphorus 4KLinux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.133691215SE +/- 0.10, N = 10SE +/- 0.16, N = 4SE +/- 0.10, N = 3SE +/- 0.02, N = 312.3912.5212.2111.891. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

Selenium

OpenBenchmarking.orgRuns Per Minute, More Is BetterSeleniumBenchmark: Speedometer - Browser: FirefoxLinux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.1360120180240300SE +/- 2.19, N = 3SE +/- 0.88, N = 3SE +/- 0.88, N = 3SE +/- 1.45, N = 32692722592641. firefox 117.0

libavif avifenc

This is a test of the AOMedia libavif library testing the encoding of a JPEG image to AV1 Image Format (AVIF). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 1.0Encoder Speed: 6, LosslessLinux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.133691215SE +/- 0.040, N = 5SE +/- 0.035, N = 5SE +/- 0.038, N = 5SE +/- 0.028, N = 510.36210.37710.3209.9181. (CXX) g++ options: -O3 -fPIC -lm

Selenium

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: Kraken - Browser: FirefoxLinux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.13120240360480600SE +/- 2.84, N = 3SE +/- 2.40, N = 3SE +/- 0.32, N = 3SE +/- 2.05, N = 3554.0546.3560.1535.81. firefox 117.0

NCNN

NCNN is a high performance neural network inference framework optimized for mobile and other platforms developed by Tencent. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: yolov4-tinyLinux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.1348121620SE +/- 0.08, N = 3SE +/- 0.12, N = 4SE +/- 0.20, N = 11SE +/- 0.10, N = 315.6015.7816.2715.90MIN: 15.29 / MAX: 21.02MIN: 15.33 / MAX: 24.65MIN: 15.38 / MAX: 26.09MIN: 15.4 / MAX: 25.941. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: resnet50Linux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.133691215SE +/- 0.08, N = 3SE +/- 0.11, N = 4SE +/- 0.19, N = 11SE +/- 0.24, N = 311.4111.5711.8511.59MIN: 10.94 / MAX: 21.18MIN: 11.01 / MAX: 18.25MIN: 11.08 / MAX: 21.84MIN: 10.98 / MAX: 15.051. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

libavif avifenc

This is a test of the AOMedia libavif library testing the encoding of a JPEG image to AV1 Image Format (AVIF). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 1.0Encoder Speed: 6Linux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.13246810SE +/- 0.018, N = 6SE +/- 0.017, N = 6SE +/- 0.023, N = 6SE +/- 0.021, N = 67.0217.0297.0016.7791. (CXX) g++ options: -O3 -fPIC -lm

uvg266

uvg266 is an open-source VVC/H.266 (Versatile Video Coding) encoder based on Kvazaar as part of the Ultra Video Group, Tampere University, Finland. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 4K - Video Preset: Ultra FastLinux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.13510152025SE +/- 0.21, N = 3SE +/- 0.20, N = 3SE +/- 0.11, N = 3SE +/- 0.07, N = 321.3021.5121.6421.96

3DMark Wild Life Extreme

This test profile only automates the vendor build of 3DMark with its command-line / JSON support. If you do not have a licensed copy of the necessary 3DMark binaries in your Phoronix Test Suite download cache on your system, this test profile will not do anything and simply fail. You must have already obtained the proper licensed binaries from UL for this test profile to work -- this test profile simply automates the firing of the 3DMark benchmark at your desired resolution and capturing the results within the Phoronix Test Suite while you must already have the necessary 3DMark files on your system. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is Better3DMark Wild Life Extreme 1.1.2.1Resolution: 1920 x 1080Linux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.1320406080100SE +/- 0.64, N = 9SE +/- 0.72, N = 7SE +/- 0.78, N = 6SE +/- 0.93, N = 581.1081.5781.8083.51

yquake2

This is a test of Yamagi Quake II. Yamagi Quake II is an enhanced client for id Software's Quake II with focus on offline and coop gameplay. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is Betteryquake2 8.10Renderer: Vulkan - AF: Off - MSAA: On - Resolution: 1920 x 1080Linux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.1350100150200250SE +/- 1.51, N = 11SE +/- 1.40, N = 15SE +/- 1.19, N = 8SE +/- 1.44, N = 15200.0202.6205.8204.81. (CC) gcc options: -shared -lm -ldl -rdynamic -lSDL2 -O2 -pipe -fomit-frame-pointer -std=gnu99 -fno-strict-aliasing -fwrapv -fvisibility=hidden -MMD -mfpmath=sse -fPIC

NCNN

NCNN is a high performance neural network inference framework optimized for mobile and other platforms developed by Tencent. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: googlenetLinux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.13246810SE +/- 0.08, N = 3SE +/- 0.01, N = 3SE +/- 0.16, N = 3SE +/- 0.01, N = 37.487.377.577.39MIN: 7.19 / MAX: 13.18MIN: 7.09 / MAX: 10.61MIN: 7.2 / MAX: 11.14MIN: 7.11 / MAX: 17.191. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

uvg266

uvg266 is an open-source VVC/H.266 (Versatile Video Coding) encoder based on Kvazaar as part of the Ultra Video Group, Tampere University, Finland. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 1080p - Video Preset: Ultra FastLinux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.1320406080100SE +/- 0.15, N = 7SE +/- 0.18, N = 7SE +/- 0.20, N = 7SE +/- 0.14, N = 7101.82103.19102.96104.54

x265

This is a simple test of the x265 encoder run on the CPU with 1080p and 4K options for H.265 video encode performance with x265. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is Betterx265 3.4Video Input: Bosphorus 1080pLinux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.131428425670SE +/- 0.42, N = 5SE +/- 0.26, N = 5SE +/- 0.33, N = 5SE +/- 0.41, N = 563.8763.1062.2663.451. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

Node.js V8 Web Tooling Benchmark

Running the V8 project's Web-Tooling-Benchmark under Node.js. The Web-Tooling-Benchmark stresses JavaScript-related workloads common to web developers like Babel and TypeScript and Babylon. This test profile can test the system's JavaScript performance with Node.js. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgruns/s, More Is BetterNode.js V8 Web Tooling BenchmarkLinux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.1348121620SE +/- 0.08, N = 3SE +/- 0.21, N = 4SE +/- 0.25, N = 3SE +/- 0.20, N = 317.5517.5817.1617.23

Timed FFmpeg Compilation

This test times how long it takes to build the FFmpeg multimedia library. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed FFmpeg Compilation 6.0Time To CompileLinux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.131428425670SE +/- 0.76, N = 4SE +/- 0.72, N = 4SE +/- 0.76, N = 4SE +/- 0.64, N = 561.3761.4261.5760.14

Xonotic

This is a benchmark of Xonotic, which is a fork of the DarkPlaces-based Nexuiz game. Development began in March of 2010 on the Xonotic game for this open-source first person shooter title. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterXonotic 0.8.6Resolution: 1920 x 1080 - Effects Quality: UltraLinux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.1370140210280350SE +/- 3.25, N = 5SE +/- 2.83, N = 7SE +/- 3.98, N = 4SE +/- 2.67, N = 8321.87321.49325.42317.84MIN: 170 / MAX: 536MIN: 169 / MAX: 507MIN: 169 / MAX: 508MIN: 166 / MAX: 500

Selenium

OpenBenchmarking.orgScore, More Is BetterSeleniumBenchmark: Jetstream 2 - Browser: FirefoxLinux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.134080120160200SE +/- 2.58, N = 3SE +/- 1.77, N = 3SE +/- 2.32, N = 3SE +/- 2.07, N = 3188.53188.29185.36189.771. firefox 117.0

DDraceNetwork

This is a test of DDraceNetwork, an open-source cooperative platformer. Vulkan or OpenGL 3.3 is used for rendering, with fallbacks for older OpenGL versions. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterDDraceNetwork 16.3.2Resolution: 1920 x 1080 - Mode: Fullscreen - Renderer: OpenGL 3.3 - Zoom: Default - Demo: RaiNyMore2Linux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.1380160240320400SE +/- 5.25, N = 3SE +/- 5.38, N = 3SE +/- 5.34, N = 3SE +/- 5.28, N = 3374.49375.35376.01367.281. (CXX) g++ options: -O3 -lrt -ldl -lvulkan -lnotify -lgdk_pixbuf-2.0 -lgio-2.0 -lgobject-2.0 -lglib-2.0 -fuse-ld=gold

NCNN

NCNN is a high performance neural network inference framework optimized for mobile and other platforms developed by Tencent. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: resnet18Linux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.131.21052.4213.63154.8426.0525SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.07, N = 3SE +/- 0.02, N = 35.355.295.385.26MIN: 5.18 / MAX: 8.2MIN: 5.13 / MAX: 8.39MIN: 5.2 / MAX: 8.21MIN: 5.13 / MAX: 8.081. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: resnet50Linux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.133691215SE +/- 0.07, N = 3SE +/- 0.08, N = 3SE +/- 0.06, N = 3SE +/- 0.11, N = 311.5811.4311.6811.42MIN: 11.29 / MAX: 22.47MIN: 11.09 / MAX: 14.72MIN: 11.39 / MAX: 14.91MIN: 10.95 / MAX: 21.811. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

uvg266

uvg266 is an open-source VVC/H.266 (Versatile Video Coding) encoder based on Kvazaar as part of the Ultra Video Group, Tampere University, Finland. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 1080p - Video Preset: Super FastLinux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.1320406080100SE +/- 0.26, N = 6SE +/- 0.34, N = 6SE +/- 0.28, N = 6SE +/- 0.32, N = 684.7285.5885.8086.58

SVT-AV1

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.7Encoder Mode: Preset 4 - Input: Bosphorus 1080pLinux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.133691215SE +/- 0.011, N = 4SE +/- 0.034, N = 4SE +/- 0.057, N = 3SE +/- 0.033, N = 410.16510.1769.95810.0161. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

NCNN

NCNN is a high performance neural network inference framework optimized for mobile and other platforms developed by Tencent. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2Linux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.130.63231.26461.89692.52923.1615SE +/- 0.01, N = 3SE +/- 0.02, N = 4SE +/- 0.01, N = 11SE +/- 0.02, N = 32.752.812.792.77MIN: 2.56 / MAX: 6MIN: 2.63 / MAX: 5.97MIN: 2.6 / MAX: 6.22MIN: 2.58 / MAX: 5.651. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: FastestDetLinux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.130.63231.26461.89692.52923.1615SE +/- 0.08, N = 3SE +/- 0.09, N = 3SE +/- 0.04, N = 3SE +/- 0.08, N = 32.812.752.772.76MIN: 2.65 / MAX: 3.52MIN: 2.55 / MAX: 3.65MIN: 2.63 / MAX: 3.5MIN: 2.6 / MAX: 3.431. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU-v2-v2 - Model: mobilenet-v2Linux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.130.63231.26461.89692.52923.1615SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 32.772.812.782.75MIN: 2.58 / MAX: 5.7MIN: 2.59 / MAX: 11MIN: 2.61 / MAX: 5.87MIN: 2.57 / MAX: 5.291. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

yquake2

This is a test of Yamagi Quake II. Yamagi Quake II is an enhanced client for id Software's Quake II with focus on offline and coop gameplay. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is Betteryquake2 8.10Renderer: Vulkan - AF: On - MSAA: On - Resolution: 1920 x 1080Linux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.134080120160200SE +/- 1.50, N = 11SE +/- 1.61, N = 8SE +/- 1.62, N = 9SE +/- 1.67, N = 8201.6197.4201.7199.81. (CC) gcc options: -shared -lm -ldl -rdynamic -lSDL2 -O2 -pipe -fomit-frame-pointer -std=gnu99 -fno-strict-aliasing -fwrapv -fvisibility=hidden -MMD -mfpmath=sse -fPIC

NCNN

NCNN is a high performance neural network inference framework optimized for mobile and other platforms developed by Tencent. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: squeezenet_ssdLinux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.13246810SE +/- 0.01, N = 3SE +/- 0.03, N = 4SE +/- 0.05, N = 11SE +/- 0.04, N = 36.976.967.116.98MIN: 6.78 / MAX: 10.29MIN: 6.74 / MAX: 10.29MIN: 6.76 / MAX: 20.78MIN: 6.73 / MAX: 9.971. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Timed Godot Game Engine Compilation

This test times how long it takes to compile the Godot Game Engine. Godot is a popular, open-source, cross-platform 2D/3D game engine and is built using the SCons build system and targeting the X11 platform. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Godot Game Engine Compilation 4.0Time To CompileLinux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.13110220330440550SE +/- 0.19, N = 3SE +/- 0.45, N = 3SE +/- 0.08, N = 3SE +/- 0.25, N = 3511.86513.96511.90503.27

NCNN

NCNN is a high performance neural network inference framework optimized for mobile and other platforms developed by Tencent. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: regnety_400mLinux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.131.30052.6013.90155.2026.5025SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 35.745.695.785.66MIN: 5.59 / MAX: 9.34MIN: 5.55 / MAX: 15.7MIN: 5.58 / MAX: 14.49MIN: 5.52 / MAX: 8.981. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: resnet18Linux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.131.21282.42563.63844.85126.064SE +/- 0.01, N = 3SE +/- 0.02, N = 4SE +/- 0.04, N = 11SE +/- 0.10, N = 35.285.285.395.34MIN: 5.13 / MAX: 8.46MIN: 5.14 / MAX: 7.86MIN: 5.13 / MAX: 9.71MIN: 5.13 / MAX: 8.191. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Unigine Superposition

This test calculates the average frame-rate within the Superposition demo for the Unigine engine, released in 2017. This engine is extremely demanding on the system's graphics card. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterUnigine Superposition 1.0Resolution: 1920 x 1080 - Mode: Fullscreen - Quality: Ultra - Renderer: OpenGLLinux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.133691215SE +/- 0.07, N = 3SE +/- 0.06, N = 3SE +/- 0.03, N = 3SE +/- 0.07, N = 310.610.410.510.5MAX: 13.8MAX: 13.3MAX: 13.8MAX: 13.7

NCNN

NCNN is a high performance neural network inference framework optimized for mobile and other platforms developed by Tencent. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: mobilenetLinux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.133691215SE +/- 0.03, N = 3SE +/- 0.12, N = 4SE +/- 0.07, N = 11SE +/- 0.03, N = 39.709.769.879.69MIN: 9.37 / MAX: 12.62MIN: 9.3 / MAX: 19.33MIN: 9.25 / MAX: 19.25MIN: 9.37 / MAX: 14.931. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Zstd Compression

This test measures the time needed to compress/decompress a sample file (silesia.tar) using Zstd (Zstandard) compression with options for different compression levels / settings. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 19, Long Mode - Compression SpeedLinux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.13246810SE +/- 0.01, N = 3SE +/- 0.10, N = 3SE +/- 0.02, N = 3SE +/- 0.06, N = 37.197.077.127.061. (CC) gcc options: -O3 -pthread -lz -llzma

SVT-HEVC

This is a test of the Intel Open Visual Cloud Scalable Video Technology SVT-HEVC CPU-based multi-threaded video encoder for the HEVC / H.265 video format with a sample YUV video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 7 - Input: Bosphorus 4KLinux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.13816243240SE +/- 0.07, N = 3SE +/- 0.15, N = 3SE +/- 0.17, N = 3SE +/- 0.19, N = 336.1735.5336.1235.801. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt

NCNN

NCNN is a high performance neural network inference framework optimized for mobile and other platforms developed by Tencent. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: alexnetLinux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.131.19252.3853.57754.775.9625SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 11SE +/- 0.10, N = 35.215.275.305.29MIN: 5.05 / MAX: 8.65MIN: 5.14 / MAX: 15.97MIN: 5.03 / MAX: 15.51MIN: 5.07 / MAX: 8.281. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Xonotic

This is a benchmark of Xonotic, which is a fork of the DarkPlaces-based Nexuiz game. Development began in March of 2010 on the Xonotic game for this open-source first person shooter title. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterXonotic 0.8.6Resolution: 1920 x 1080 - Effects Quality: UltimateLinux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.1350100150200250SE +/- 1.43, N = 3SE +/- 0.94, N = 3SE +/- 1.60, N = 3SE +/- 2.49, N = 3239.78240.12243.20239.17MIN: 74 / MAX: 433MIN: 79 / MAX: 426MIN: 79 / MAX: 424MIN: 84 / MAX: 428

OpenBenchmarking.orgFrames Per Second, More Is BetterXonotic 0.8.6Resolution: 1920 x 1080 - Effects Quality: HighLinux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.1380160240320400SE +/- 4.85, N = 3SE +/- 4.81, N = 3SE +/- 4.69, N = 3SE +/- 3.74, N = 5365.52365.91368.36362.27MIN: 191 / MAX: 556MIN: 193 / MAX: 545MIN: 192 / MAX: 587MIN: 184 / MAX: 550

SVT-HEVC

This is a test of the Intel Open Visual Cloud Scalable Video Technology SVT-HEVC CPU-based multi-threaded video encoder for the HEVC / H.265 video format with a sample YUV video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 1 - Input: Bosphorus 4KLinux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.130.42530.85061.27591.70122.1265SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 31.861.891.891.881. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt

Unigine Superposition

This test calculates the average frame-rate within the Superposition demo for the Unigine engine, released in 2017. This engine is extremely demanding on the system's graphics card. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterUnigine Superposition 1.0Resolution: 1920 x 1080 - Mode: Fullscreen - Quality: Low - Renderer: OpenGLLinux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.131428425670SE +/- 0.37, N = 3SE +/- 0.50, N = 3SE +/- 0.44, N = 3SE +/- 0.61, N = 362.762.563.462.4MAX: 92MAX: 90.8MAX: 89.3MAX: 90.6

NCNN

NCNN is a high performance neural network inference framework optimized for mobile and other platforms developed by Tencent. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: mobilenetLinux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.133691215SE +/- 0.09, N = 3SE +/- 0.09, N = 3SE +/- 0.09, N = 3SE +/- 0.07, N = 39.709.699.839.74MIN: 9.34 / MAX: 13.87MIN: 9.33 / MAX: 19.43MIN: 9.39 / MAX: 13.07MIN: 9.34 / MAX: 19.51. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Xonotic

This is a benchmark of Xonotic, which is a fork of the DarkPlaces-based Nexuiz game. Development began in March of 2010 on the Xonotic game for this open-source first person shooter title. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterXonotic 0.8.6Resolution: 1920 x 1080 - Effects Quality: LowLinux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.13150300450600750SE +/- 3.44, N = 3SE +/- 5.72, N = 3SE +/- 3.43, N = 3SE +/- 8.82, N = 3693.32683.83690.14691.59MIN: 394 / MAX: 1244MIN: 330 / MAX: 1267MIN: 387 / MAX: 1257MIN: 409 / MAX: 1249

7-Zip Compression

This is a test of 7-Zip compression/decompression with its integrated benchmark feature. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 22.01Test: Compression RatingLinux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.1315K30K45K60K75KSE +/- 140.18, N = 3SE +/- 123.14, N = 3SE +/- 154.00, N = 3SE +/- 209.69, N = 3711197060470827715801. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

NCNN

NCNN is a high performance neural network inference framework optimized for mobile and other platforms developed by Tencent. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: vision_transformerLinux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.131530456075SE +/- 1.10, N = 3SE +/- 1.03, N = 4SE +/- 0.34, N = 11SE +/- 0.75, N = 366.6366.7167.5567.14MIN: 63.15 / MAX: 84.02MIN: 63.13 / MAX: 78.42MIN: 62.49 / MAX: 79.61MIN: 63.63 / MAX: 78.551. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: vgg16Linux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.13816243240SE +/- 0.04, N = 3SE +/- 0.08, N = 4SE +/- 0.17, N = 11SE +/- 0.27, N = 335.5435.4935.9735.69MIN: 35 / MAX: 45.18MIN: 34.94 / MAX: 50.3MIN: 35.12 / MAX: 48.07MIN: 34.85 / MAX: 39.051. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Zstd Compression

This test measures the time needed to compress/decompress a sample file (silesia.tar) using Zstd (Zstandard) compression with options for different compression levels / settings. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 19 - Decompression SpeedLinux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.13400800120016002000SE +/- 5.89, N = 3SE +/- 4.30, N = 3SE +/- 3.64, N = 3SE +/- 7.33, N = 31795.31775.81799.81783.11. (CC) gcc options: -O3 -pthread -lz -llzma

uvg266

uvg266 is an open-source VVC/H.266 (Versatile Video Coding) encoder based on Kvazaar as part of the Ultra Video Group, Tampere University, Finland. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 4K - Video Preset: Super FastLinux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.1348121620SE +/- 0.10, N = 3SE +/- 0.11, N = 3SE +/- 0.06, N = 3SE +/- 0.04, N = 317.8117.8217.8818.05

NCNN

NCNN is a high performance neural network inference framework optimized for mobile and other platforms developed by Tencent. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: regnety_400mLinux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.131.2962.5923.8885.1846.48SE +/- 0.01, N = 3SE +/- 0.01, N = 4SE +/- 0.01, N = 11SE +/- 0.02, N = 35.735.755.765.69MIN: 5.58 / MAX: 10.76MIN: 5.58 / MAX: 8.9MIN: 5.6 / MAX: 15.72MIN: 5.53 / MAX: 16.091. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

GravityMark

GravityMark is a cross-API, cross-platform GPU accelerated benchmark developed by Tellusim. GravityMark aims to exploit the performance of modern GPUs and render hundreds of thousands of objects in real-time all using GPU acceleration. GravityMark supports a variety of graphics rendering APIs and optionally supports accelerated ray-tracing. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterGravityMark 1.82Resolution: 1920 x 1080 - Renderer: VulkanLinux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.13918273645SE +/- 0.34, N = 12SE +/- 0.36, N = 12SE +/- 0.15, N = 3SE +/- 0.13, N = 341.541.541.041.1

NCNN

NCNN is a high performance neural network inference framework optimized for mobile and other platforms developed by Tencent. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: googlenetLinux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.13246810SE +/- 0.02, N = 3SE +/- 0.01, N = 4SE +/- 0.04, N = 11SE +/- 0.09, N = 37.417.417.507.46MIN: 7.13 / MAX: 12.3MIN: 7.16 / MAX: 11.07MIN: 7.11 / MAX: 16.54MIN: 7.15 / MAX: 10.741. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: yolov4-tinyLinux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.1348121620SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.09, N = 3SE +/- 0.11, N = 315.6915.6515.8415.78MIN: 15.33 / MAX: 23MIN: 15.36 / MAX: 18.69MIN: 15.37 / MAX: 25.57MIN: 15.41 / MAX: 19.571. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3Linux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.130.57151.1431.71452.2862.8575SE +/- 0.00, N = 3SE +/- 0.02, N = 4SE +/- 0.00, N = 11SE +/- 0.02, N = 32.512.542.522.52MIN: 2.42 / MAX: 5.59MIN: 2.43 / MAX: 13.02MIN: 2.43 / MAX: 6.16MIN: 2.43 / MAX: 12.981. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

yquake2

This is a test of Yamagi Quake II. Yamagi Quake II is an enhanced client for id Software's Quake II with focus on offline and coop gameplay. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is Betteryquake2 8.10Renderer: Vulkan - AF: On - MSAA: Off - Resolution: 1920 x 1080Linux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.132004006008001000SE +/- 5.91, N = 15SE +/- 5.88, N = 15SE +/- 6.19, N = 15SE +/- 6.22, N = 15790.3790.2781.2787.51. (CC) gcc options: -shared -lm -ldl -rdynamic -lSDL2 -O2 -pipe -fomit-frame-pointer -std=gnu99 -fno-strict-aliasing -fwrapv -fvisibility=hidden -MMD -mfpmath=sse -fPIC

OpenBenchmarking.orgFrames Per Second, More Is Betteryquake2 8.10Renderer: Vulkan - AF: Off - MSAA: Off - Resolution: 1920 x 1080Linux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.132004006008001000SE +/- 6.29, N = 15SE +/- 6.14, N = 15SE +/- 6.23, N = 15SE +/- 6.30, N = 15792.3799.0792.9789.81. (CC) gcc options: -shared -lm -ldl -rdynamic -lSDL2 -O2 -pipe -fomit-frame-pointer -std=gnu99 -fno-strict-aliasing -fwrapv -fvisibility=hidden -MMD -mfpmath=sse -fPIC

SVT-AV1

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.7Encoder Mode: Preset 8 - Input: Bosphorus 4KLinux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.13816243240SE +/- 0.16, N = 3SE +/- 0.04, N = 3SE +/- 0.04, N = 3SE +/- 0.33, N = 335.5835.1735.2135.341. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

Zstd Compression

This test measures the time needed to compress/decompress a sample file (silesia.tar) using Zstd (Zstandard) compression with options for different compression levels / settings. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 19, Long Mode - Decompression SpeedLinux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.13400800120016002000SE +/- 2.39, N = 3SE +/- 4.03, N = 3SE +/- 5.27, N = 3SE +/- 4.11, N = 31711.11708.61708.01725.61. (CC) gcc options: -O3 -pthread -lz -llzma

DDraceNetwork

This is a test of DDraceNetwork, an open-source cooperative platformer. Vulkan or OpenGL 3.3 is used for rendering, with fallbacks for older OpenGL versions. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterDDraceNetwork 16.3.2Resolution: 1920 x 1080 - Mode: Fullscreen - Renderer: Vulkan - Zoom: Default - Demo: MulteasymapLinux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.13140280420560700SE +/- 1.19, N = 3SE +/- 0.86, N = 3SE +/- 0.74, N = 3SE +/- 0.22, N = 3627.28627.13626.82620.991. (CXX) g++ options: -O3 -lrt -ldl -lvulkan -lnotify -lgdk_pixbuf-2.0 -lgio-2.0 -lgobject-2.0 -lglib-2.0 -fuse-ld=gold

NCNN

NCNN is a high performance neural network inference framework optimized for mobile and other platforms developed by Tencent. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: vgg16Linux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.13816243240SE +/- 0.31, N = 3SE +/- 0.08, N = 3SE +/- 0.30, N = 3SE +/- 0.07, N = 335.7635.5335.8535.50MIN: 34.96 / MAX: 46.65MIN: 34.95 / MAX: 51.35MIN: 35.14 / MAX: 39.76MIN: 34.86 / MAX: 45.071. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

VVenC

VVenC is the Fraunhofer Versatile Video Encoder as a fast/efficient H.266/VVC encoder. The vvenc encoder makes use of SIMD Everywhere (SIMDe). The vvenc software is published under the Clear BSD License. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterVVenC 1.9Video Input: Bosphorus 4K - Video Preset: FasterLinux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.13246810SE +/- 0.078, N = 3SE +/- 0.070, N = 3SE +/- 0.096, N = 3SE +/- 0.079, N = 57.5917.5797.6307.6511. (CXX) g++ options: -O3 -flto=auto -fno-fat-lto-objects

NCNN

NCNN is a high performance neural network inference framework optimized for mobile and other platforms developed by Tencent. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: shufflenet-v2Linux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.130.48150.9631.44451.9262.4075SE +/- 0.00, N = 3SE +/- 0.01, N = 4SE +/- 0.01, N = 11SE +/- 0.00, N = 32.122.142.142.13MIN: 2.06 / MAX: 4.99MIN: 2.07 / MAX: 5.23MIN: 2.07 / MAX: 11.7MIN: 2.04 / MAX: 4.91. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

SVT-AV1

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.7Encoder Mode: Preset 8 - Input: Bosphorus 1080pLinux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.1320406080100SE +/- 0.50, N = 6SE +/- 0.46, N = 6SE +/- 0.39, N = 6SE +/- 0.60, N = 689.5088.9188.6989.291. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

VVenC

VVenC is the Fraunhofer Versatile Video Encoder as a fast/efficient H.266/VVC encoder. The vvenc encoder makes use of SIMD Everywhere (SIMDe). The vvenc software is published under the Clear BSD License. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterVVenC 1.9Video Input: Bosphorus 1080p - Video Preset: FasterLinux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.13612182430SE +/- 0.29, N = 4SE +/- 0.29, N = 4SE +/- 0.29, N = 4SE +/- 0.27, N = 327.0727.2527.3127.161. (CXX) g++ options: -O3 -flto=auto -fno-fat-lto-objects

Unigine Superposition

This test calculates the average frame-rate within the Superposition demo for the Unigine engine, released in 2017. This engine is extremely demanding on the system's graphics card. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterUnigine Superposition 1.0Resolution: 1920 x 1080 - Mode: Fullscreen - Quality: Medium - Renderer: OpenGLLinux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.13816243240SE +/- 0.19, N = 3SE +/- 0.17, N = 3SE +/- 0.20, N = 3SE +/- 0.23, N = 333.933.933.933.6MAX: 44.9MAX: 45.1MAX: 45.5MAX: 45.4

ParaView

This test runs ParaView benchmarks: an open-source data analytics and visualization application. Paraview describes itself as "an open-source, multi-platform data analysis and visualization application. ParaView users can quickly build visualizations to analyze their data using qualitative and quantitative techniques." Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames / Sec, More Is BetterParaView 5.10.1Test: Wavelet Contour - Resolution: 1920 x 1080Linux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.13306090120150SE +/- 0.47, N = 5SE +/- 0.17, N = 5SE +/- 1.16, N = 5SE +/- 0.51, N = 5144.58144.53145.74145.82

NCNN

NCNN is a high performance neural network inference framework optimized for mobile and other platforms developed by Tencent. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: squeezenet_ssdLinux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.13246810SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 36.996.977.026.96MIN: 6.8 / MAX: 10.13MIN: 6.75 / MAX: 12.93MIN: 6.85 / MAX: 10.12MIN: 6.73 / MAX: 17.921. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Unigine Superposition

This test calculates the average frame-rate within the Superposition demo for the Unigine engine, released in 2017. This engine is extremely demanding on the system's graphics card. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterUnigine Superposition 1.0Resolution: 1920 x 1080 - Mode: Fullscreen - Quality: High - Renderer: OpenGLLinux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.13612182430SE +/- 0.13, N = 3SE +/- 0.29, N = 3SE +/- 0.13, N = 3SE +/- 0.15, N = 323.823.623.823.7MAX: 31.1MAX: 31MAX: 31.2MAX: 31.1

Selenium

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: WASM imageConvolute - Browser: Google ChromeLinux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.1348121620SE +/- 0.04, N = 6SE +/- 0.07, N = 6SE +/- 0.05, N = 6SE +/- 0.06, N = 617.8917.9617.8117.961. chrome 116.0.5845.140

Zstd Compression

This test measures the time needed to compress/decompress a sample file (silesia.tar) using Zstd (Zstandard) compression with options for different compression levels / settings. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 19 - Compression SpeedLinux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.133691215SE +/- 0.07, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 312.212.212.212.31. (CC) gcc options: -O3 -pthread -lz -llzma

NCNN

NCNN is a high performance neural network inference framework optimized for mobile and other platforms developed by Tencent. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: mnasnetLinux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.130.56031.12061.68092.24122.8015SE +/- 0.00, N = 3SE +/- 0.01, N = 4SE +/- 0.01, N = 11SE +/- 0.01, N = 32.472.492.482.47MIN: 2.39 / MAX: 5.65MIN: 2.39 / MAX: 5.11MIN: 2.4 / MAX: 12.42MIN: 2.39 / MAX: 9.671. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: efficientnet-b0Linux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.130.86181.72362.58543.44724.309SE +/- 0.01, N = 3SE +/- 0.02, N = 4SE +/- 0.01, N = 11SE +/- 0.02, N = 33.813.833.823.80MIN: 3.63 / MAX: 7.15MIN: 3.59 / MAX: 14.17MIN: 3.62 / MAX: 12.15MIN: 3.59 / MAX: 7.011. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

7-Zip Compression

This is a test of 7-Zip compression/decompression with its integrated benchmark feature. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 22.01Test: Decompression RatingLinux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.1314K28K42K56K70KSE +/- 505.68, N = 3SE +/- 417.97, N = 3SE +/- 500.48, N = 3SE +/- 419.94, N = 3673526724767330670041. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

Blender

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.6Blend File: BMW27 - Compute: CPU-OnlyLinux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.13306090120150SE +/- 1.32, N = 8SE +/- 1.57, N = 6SE +/- 1.33, N = 8SE +/- 1.43, N = 7155.44154.80155.25155.56

NCNN

NCNN is a high performance neural network inference framework optimized for mobile and other platforms developed by Tencent. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: shufflenet-v2Linux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.130.47930.95861.43791.91722.3965SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 32.132.122.132.13MIN: 2.08 / MAX: 5.14MIN: 2.06 / MAX: 4.84MIN: 2.05 / MAX: 4.88MIN: 2.06 / MAX: 4.881. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

libavif avifenc

This is a test of the AOMedia libavif library testing the encoding of a JPEG image to AV1 Image Format (AVIF). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 1.0Encoder Speed: 0Linux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.13306090120150SE +/- 1.23, N = 3SE +/- 0.99, N = 3SE +/- 0.92, N = 3SE +/- 1.01, N = 3146.44146.75146.28146.061. (CXX) g++ options: -O3 -fPIC -lm

NCNN

NCNN is a high performance neural network inference framework optimized for mobile and other platforms developed by Tencent. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: vision_transformerLinux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.131530456075SE +/- 0.66, N = 3SE +/- 0.81, N = 3SE +/- 0.68, N = 3SE +/- 0.85, N = 367.0967.1767.1166.87MIN: 63.55 / MAX: 95.4MIN: 63.56 / MAX: 77.85MIN: 63.53 / MAX: 77.79MIN: 63.3 / MAX: 83.391. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: mnasnetLinux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.130.5581.1161.6742.2322.79SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 32.482.472.472.48MIN: 2.38 / MAX: 5.47MIN: 2.39 / MAX: 5.37MIN: 2.39 / MAX: 5.41MIN: 2.41 / MAX: 4.381. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU-v3-v3 - Model: mobilenet-v3Linux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.130.5671.1341.7012.2682.835SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 32.522.512.522.52MIN: 2.43 / MAX: 5.5MIN: 2.43 / MAX: 5.59MIN: 2.44 / MAX: 5.6MIN: 2.43 / MAX: 12.911. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

libavif avifenc

This is a test of the AOMedia libavif library testing the encoding of a JPEG image to AV1 Image Format (AVIF). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 1.0Encoder Speed: 2Linux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.131530456075SE +/- 0.58, N = 3SE +/- 0.49, N = 3SE +/- 0.46, N = 3SE +/- 0.56, N = 368.3668.2668.1068.161. (CXX) g++ options: -O3 -fPIC -lm

DDraceNetwork

This is a test of DDraceNetwork, an open-source cooperative platformer. Vulkan or OpenGL 3.3 is used for rendering, with fallbacks for older OpenGL versions. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterDDraceNetwork 16.3.2Resolution: 1920 x 1080 - Mode: Fullscreen - Renderer: Vulkan - Zoom: Default - Demo: RaiNyMore2Linux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.1370140210280350SE +/- 1.46, N = 3SE +/- 0.65, N = 3SE +/- 0.42, N = 3SE +/- 1.64, N = 3324.75324.95325.36325.741. (CXX) g++ options: -O3 -lrt -ldl -lvulkan -lnotify -lgdk_pixbuf-2.0 -lgio-2.0 -lgobject-2.0 -lglib-2.0 -fuse-ld=gold

NCNN

NCNN is a high performance neural network inference framework optimized for mobile and other platforms developed by Tencent. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: efficientnet-b0Linux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.130.85731.71462.57193.42924.2865SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 33.813.803.803.80MIN: 3.58 / MAX: 7.53MIN: 3.62 / MAX: 6.79MIN: 3.58 / MAX: 6.96MIN: 3.61 / MAX: 14.311. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

SVT-AV1

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.7Encoder Mode: Preset 4 - Input: Bosphorus 4KLinux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.130.64221.28441.92662.56883.211SE +/- 0.039, N = 3SE +/- 0.039, N = 3SE +/- 0.016, N = 3SE +/- 0.040, N = 32.8472.8522.8492.8541. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

Selenium

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: WASM collisionDetection - Browser: FirefoxLinux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.1360120180240300SE +/- 0.16, N = 4SE +/- 0.72, N = 4SE +/- 0.48, N = 4SE +/- 0.66, N = 4270.7271.1270.6270.51. firefox 117.0

ParaView

This test runs ParaView benchmarks: an open-source data analytics and visualization application. Paraview describes itself as "an open-source, multi-platform data analysis and visualization application. ParaView users can quickly build visualizations to analyze their data using qualitative and quantitative techniques." Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames / Sec, More Is BetterParaView 5.10.1Test: Many Spheres - Resolution: 1920 x 1080Linux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.13612182430SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 325.9125.9425.9125.91

Selenium

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: WASM collisionDetection - Browser: Google ChromeLinux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.1350100150200250SE +/- 0.09, N = 4SE +/- 0.24, N = 4SE +/- 0.40, N = 4SE +/- 0.18, N = 4237.29237.40237.56237.441. chrome 116.0.5845.140

NCNN

NCNN is a high performance neural network inference framework optimized for mobile and other platforms developed by Tencent. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: blazefaceLinux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.130.1710.3420.5130.6840.855SE +/- 0.01, N = 3SE +/- 0.01, N = 4SE +/- 0.00, N = 11SE +/- 0.01, N = 30.760.760.760.76MIN: 0.72 / MAX: 3.29MIN: 0.72 / MAX: 3.26MIN: 0.72 / MAX: 3.24MIN: 0.72 / MAX: 2.971. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: blazefaceLinux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.130.1710.3420.5130.6840.855SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 30.760.760.760.76MIN: 0.72 / MAX: 3.35MIN: 0.72 / MAX: 3.31MIN: 0.73 / MAX: 3.38MIN: 0.72 / MAX: 2.811. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Selenium

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: WASM imageConvolute - Browser: FirefoxLinux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.13510152025SE +/- 0.12, N = 5SE +/- 0.10, N = 5SE +/- 0.02, N = 5SE +/- 0.05, N = 519.419.419.419.41. firefox 117.0

CPU Temperature Monitor

OpenBenchmarking.orgCelsiusCPU Temperature MonitorPhoronix Test Suite System MonitoringLinux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.1320406080100Min: 38.25 / Avg: 73.03 / Max: 94.13Min: 38.38 / Avg: 73.47 / Max: 94.88Min: 35.25 / Avg: 72.33 / Max: 95Min: 33.88 / Avg: 73.56 / Max: 95.13

CPU Power Consumption Monitor

OpenBenchmarking.orgWattsCPU Power Consumption MonitorPhoronix Test Suite System MonitoringLinux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.131020304050Min: 1.32 / Avg: 23.15 / Max: 36.18Min: 1.34 / Avg: 23.17 / Max: 43.8Min: 1.26 / Avg: 22.68 / Max: 48.28Min: 1.47 / Avg: 23.08 / Max: 42.52

CPU Peak Freq (Highest CPU Core Frequency) Monitor

OpenBenchmarking.orgMegahertzCPU Peak Freq (Highest CPU Core Frequency) MonitorPhoronix Test Suite System MonitoringLinux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.139001800270036004500Min: 400 / Avg: 3073.05 / Max: 5118Min: 400 / Avg: 3096.9 / Max: 5145Min: 1394 / Avg: 3418.86 / Max: 5120Min: 1388 / Avg: 3457.18 / Max: 5121

NCNN

NCNN is a high performance neural network inference framework optimized for mobile and other platforms developed by Tencent. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: alexnetLinux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.131.21732.43463.65194.86926.0865SE +/- 0.10, N = 3SE +/- 0.00, N = 3SE +/- 0.19, N = 3SE +/- 0.02, N = 35.315.205.415.22MIN: 5.09 / MAX: 7.74MIN: 5.06 / MAX: 8.16MIN: 5.1 / MAX: 17.16MIN: 5.08 / MAX: 8.071. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

ParaView

MinAvgMaxLinux 6.6 2 Sep46.069.685.6Linux 6.5.147.069.385.8Linux 6.4.1344.869.185.4Linux 6.3.1346.669.185.3OpenBenchmarking.orgCelsius, Fewer Is BetterParaView 5.10.1CPU Temperature Monitor20406080100

MinAvgMaxLinux 6.6 2 Sep2.616.335.0Linux 6.5.12.716.135.0Linux 6.4.132.615.835.1Linux 6.3.131.515.935.0OpenBenchmarking.orgWatts, Fewer Is BetterParaView 5.10.1CPU Power Consumption Monitor1020304050

MinAvgMaxLinux 6.6 2 Sep40033425115Linux 6.5.140032715100Linux 6.4.13160033615115Linux 6.3.13160035755116OpenBenchmarking.orgMegahertz, More Is BetterParaView 5.10.1CPU Peak Freq (Highest CPU Core Frequency) Monitor13002600390052006500

OpenBenchmarking.orgMiVoxels / Sec Per Watt, More Is BetterParaView 5.10.1Test: Wavelet Volume - Resolution: 1920 x 1080Linux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.1350100150200250225.32231.10223.44236.03

OpenBenchmarking.orgMiVoxels / Sec, More Is BetterParaView 5.10.1Test: Wavelet Volume - Resolution: 1920 x 1080Linux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.138001600240032004000SE +/- 27.58, N = 15SE +/- 35.88, N = 6SE +/- 51.33, N = 12SE +/- 59.67, N = 153682.713730.723539.713743.03

OpenBenchmarking.orgFrames / Sec, More Is BetterParaView 5.10.1Test: Wavelet Volume - Resolution: 1920 x 1080Linux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.1350100150200250SE +/- 1.72, N = 15SE +/- 2.24, N = 6SE +/- 3.21, N = 12SE +/- 3.73, N = 15230.17233.17221.23233.94

SQLite

MinAvgMaxLinux 6.6 2 Sep43.844.948.0Linux 6.5.144.345.347.9Linux 6.4.1339.041.547.9Linux 6.3.1342.544.048.5OpenBenchmarking.orgCelsius, Fewer Is BetterSQLite 3.41.2CPU Temperature Monitor1428425670

MinAvgMaxLinux 6.6 2 Sep2.55.36.9Linux 6.5.12.55.46.3Linux 6.4.131.44.56.5Linux 6.3.132.55.25.9OpenBenchmarking.orgWatts, Fewer Is BetterSQLite 3.41.2CPU Power Consumption Monitor3691215

MinAvgMaxLinux 6.6 2 Sep40024313795Linux 6.5.140024224737Linux 6.4.13160027755118Linux 6.3.13160027093300OpenBenchmarking.orgMegahertz, More Is BetterSQLite 3.41.2CPU Peak Freq (Highest CPU Core Frequency) Monitor13002600390052006500

OpenBenchmarking.orgSeconds, Fewer Is BetterSQLite 3.41.2Threads / Copies: 1Linux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.13816243240SE +/- 0.03, N = 3SE +/- 0.25, N = 3SE +/- 1.52, N = 15SE +/- 0.10, N = 322.9823.4634.0722.281. (CC) gcc options: -O2 -lreadline -ltermcap -lz -lm

SVT-AV1

MinAvgMaxLinux 6.6 2 Sep49.156.662.6Linux 6.5.150.057.663.3Linux 6.4.1349.356.762.8Linux 6.3.1349.956.963.0OpenBenchmarking.orgCelsius, Fewer Is BetterSVT-AV1 1.7CPU Temperature Monitor20406080100

MinAvgMaxLinux 6.6 2 Sep2.712.135.4Linux 6.5.11.512.134.8Linux 6.4.131.512.234.9Linux 6.3.132.712.034.9OpenBenchmarking.orgWatts, Fewer Is BetterSVT-AV1 1.7CPU Power Consumption Monitor1020304050

MinAvgMaxLinux 6.6 2 Sep40023785092Linux 6.5.140024775115Linux 6.4.13160034265115Linux 6.3.13160031945115OpenBenchmarking.orgMegahertz, More Is BetterSVT-AV1 1.7CPU Peak Freq (Highest CPU Core Frequency) Monitor13002600390052006500

OpenBenchmarking.orgFrames Per Second Per Watt, More Is BetterSVT-AV1 1.7Encoder Mode: Preset 12 - Input: Bosphorus 1080pLinux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.1371421283530.9830.4430.2331.41

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.7Encoder Mode: Preset 12 - Input: Bosphorus 1080pLinux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.1380160240320400SE +/- 6.60, N = 15SE +/- 8.11, N = 15SE +/- 6.68, N = 15SE +/- 8.43, N = 15374.18367.66368.83375.481. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

MinAvgMaxLinux 6.6 2 Sep47.054.860.4Linux 6.5.146.154.660.9Linux 6.4.1347.554.860.9Linux 6.3.1346.054.359.5OpenBenchmarking.orgCelsius, Fewer Is BetterSVT-AV1 1.7CPU Temperature Monitor20406080100

MinAvgMaxLinux 6.6 2 Sep2.611.234.7Linux 6.5.12.611.134.8Linux 6.4.131.411.334.9Linux 6.3.132.610.834.9OpenBenchmarking.orgWatts, Fewer Is BetterSVT-AV1 1.7CPU Power Consumption Monitor1020304050

MinAvgMaxLinux 6.6 2 Sep40024445115Linux 6.5.140022585115Linux 6.4.13160029945115Linux 6.3.13160032254702OpenBenchmarking.orgMegahertz, More Is BetterSVT-AV1 1.7CPU Peak Freq (Highest CPU Core Frequency) Monitor13002600390052006500

OpenBenchmarking.orgFrames Per Second Per Watt, More Is BetterSVT-AV1 1.7Encoder Mode: Preset 13 - Input: Bosphorus 1080pLinux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.1391827364539.5139.2438.6440.95

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.7Encoder Mode: Preset 13 - Input: Bosphorus 1080pLinux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.13100200300400500SE +/- 13.22, N = 15SE +/- 13.01, N = 15SE +/- 13.05, N = 15SE +/- 12.11, N = 15442.51435.83435.47443.171. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

Selenium

Benchmark: StyleBench - Browser: Google Chrome

Linux 6.3.13: The test quit with a non-zero exit status. E: selenium.common.exceptions.WebDriverException: Message: unknown error: net::ERR_NAME_NOT_RESOLVED

Linux 6.4.13: The test quit with a non-zero exit status. E: selenium.common.exceptions.WebDriverException: Message: unknown error: net::ERR_NAME_NOT_RESOLVED

Linux 6.5.1: The test quit with a non-zero exit status. E: selenium.common.exceptions.WebDriverException: Message: unknown error: net::ERR_NAME_NOT_RESOLVED

Linux 6.6 2 Sep: The test quit with a non-zero exit status. E: selenium.common.exceptions.WebDriverException: Message: unknown error: net::ERR_NAME_NOT_RESOLVED

Benchmark: StyleBench - Browser: Firefox

Linux 6.3.13: The test quit with a non-zero exit status. E: ERROR: test_untitled_test_case (__main__.UntitledTestCase.test_untitled_test_case)

Linux 6.4.13: The test quit with a non-zero exit status. E: ERROR: test_untitled_test_case (__main__.UntitledTestCase.test_untitled_test_case)

Linux 6.5.1: The test quit with a non-zero exit status. E: ERROR: test_untitled_test_case (__main__.UntitledTestCase.test_untitled_test_case)

Linux 6.6 2 Sep: The test quit with a non-zero exit status. E: ERROR: test_untitled_test_case (__main__.UntitledTestCase.test_untitled_test_case)

Unvanquished

MinAvgMaxLinux 6.6 2 Sep53.072.784.1Linux 6.5.153.672.884.6Linux 6.4.1353.172.887.1Linux 6.3.1352.872.787.6OpenBenchmarking.orgCelsius, Fewer Is BetterUnvanquished 0.54CPU Temperature Monitor20406080100

MinAvgMaxLinux 6.6 2 Sep2.825.835.1Linux 6.5.12.825.735.1Linux 6.4.132.824.236.0Linux 6.3.132.823.436.0OpenBenchmarking.orgWatts, Fewer Is BetterUnvanquished 0.54CPU Power Consumption Monitor1020304050

MinAvgMaxLinux 6.6 2 Sep139733345065Linux 6.5.140032605115Linux 6.4.13160035505115Linux 6.3.13160035185091OpenBenchmarking.orgMegahertz, More Is BetterUnvanquished 0.54CPU Peak Freq (Highest CPU Core Frequency) Monitor13002600390052006500

OpenBenchmarking.orgFrames Per Second Per Watt, More Is BetterUnvanquished 0.54Resolution: 1920 x 1080 - Effects Quality: UltraLinux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.13369121510.7410.7610.3310.20

OpenBenchmarking.orgFrames Per Second, More Is BetterUnvanquished 0.54Resolution: 1920 x 1080 - Effects Quality: UltraLinux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.1360120180240300SE +/- 2.57, N = 3SE +/- 1.62, N = 3SE +/- 5.54, N = 12SE +/- 5.07, N = 15277.1276.9250.1239.0

MinAvgMaxLinux 6.6 2 Sep53.372.085.8Linux 6.5.154.072.485.0Linux 6.4.1353.073.986.5Linux 6.3.1354.572.986.4OpenBenchmarking.orgCelsius, Fewer Is BetterUnvanquished 0.54CPU Temperature Monitor20406080100

MinAvgMaxLinux 6.6 2 Sep2.824.835.1Linux 6.5.12.824.735.1Linux 6.4.132.424.635.1Linux 6.3.132.822.635.9OpenBenchmarking.orgWatts, Fewer Is BetterUnvanquished 0.54CPU Power Consumption Monitor1020304050

MinAvgMaxLinux 6.6 2 Sep139738765093Linux 6.5.1139738395073Linux 6.4.13160040515115Linux 6.3.13160038165109OpenBenchmarking.orgMegahertz, More Is BetterUnvanquished 0.54CPU Peak Freq (Highest CPU Core Frequency) Monitor13002600390052006500

OpenBenchmarking.orgFrames Per Second Per Watt, More Is BetterUnvanquished 0.54Resolution: 1920 x 1080 - Effects Quality: HighLinux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.134812162015.2115.5115.1114.78

OpenBenchmarking.orgFrames Per Second, More Is BetterUnvanquished 0.54Resolution: 1920 x 1080 - Effects Quality: HighLinux 6.6 2 SepLinux 6.5.1Linux 6.4.13Linux 6.3.1380160240320400SE +/- 3.02, N = 3SE +/- 4.72, N = 3SE +/- 3.16, N = 8SE +/- 8.50, N = 15377.6382.8371.7334.2

155 Results Shown

OpenVINO:
  Person Detection FP16 - CPU
  Vehicle Detection FP16-INT8 - CPU
  Face Detection FP16-INT8 - CPU
  Age Gender Recognition Retail 0013 FP16-INT8 - CPU
  Weld Porosity Detection FP16-INT8 - CPU
  Person Vehicle Bike Detection FP16 - CPU
  Machine Translation EN To DE FP16 - CPU
FFmpeg:
  libx265 - Live:
    Seconds
    FPS
OpenVINO:
  Person Detection FP16 - CPU
  Vehicle Detection FP16-INT8 - CPU
  Face Detection FP16-INT8 - CPU
  Age Gender Recognition Retail 0013 FP16-INT8 - CPU
  Weld Porosity Detection FP16-INT8 - CPU
  Person Vehicle Bike Detection FP16 - CPU
SVT-HEVC
FFmpeg:
  libx265 - Platform:
    FPS
    Seconds
  libx265 - Video On Demand:
    FPS
    Seconds
  libx265 - Upload:
    Seconds
    FPS
Selenium
OpenVINO
NCNN
DDraceNetwork
Unvanquished
Selenium
libavif avifenc
SVT-VP9
Selenium
SVT-VP9
Selenium:
  Speedometer - Google Chrome
  Jetstream 2 - Google Chrome
SVT-VP9
x265
Selenium
libavif avifenc
Selenium
NCNN:
  Vulkan GPU - yolov4-tiny
  Vulkan GPU - resnet50
libavif avifenc
uvg266
3DMark Wild Life Extreme
yquake2
NCNN
uvg266
x265
Node.js V8 Web Tooling Benchmark
Timed FFmpeg Compilation
Xonotic
Selenium
DDraceNetwork
NCNN:
  CPU - resnet18
  CPU - resnet50
uvg266
SVT-AV1
NCNN:
  Vulkan GPU-v2-v2 - mobilenet-v2
  CPU - FastestDet
  CPU-v2-v2 - mobilenet-v2
yquake2
NCNN
Timed Godot Game Engine Compilation
NCNN:
  CPU - regnety_400m
  Vulkan GPU - resnet18
Unigine Superposition
NCNN
Zstd Compression
SVT-HEVC
NCNN
Xonotic:
  1920 x 1080 - Ultimate
  1920 x 1080 - High
SVT-HEVC
Unigine Superposition
NCNN
Xonotic
7-Zip Compression
NCNN:
  Vulkan GPU - vision_transformer
  Vulkan GPU - vgg16
Zstd Compression
uvg266
NCNN
GravityMark
NCNN:
  Vulkan GPU - googlenet
  CPU - yolov4-tiny
  Vulkan GPU-v3-v3 - mobilenet-v3
yquake2:
  Vulkan - On - Off - 1920 x 1080
  Vulkan - Off - Off - 1920 x 1080
SVT-AV1
Zstd Compression
DDraceNetwork
NCNN
VVenC
NCNN
SVT-AV1
VVenC
Unigine Superposition
ParaView
NCNN
Unigine Superposition
Selenium
Zstd Compression
NCNN:
  Vulkan GPU - mnasnet
  Vulkan GPU - efficientnet-b0
7-Zip Compression
Blender
NCNN
libavif avifenc
NCNN:
  CPU - vision_transformer
  CPU - mnasnet
  CPU-v3-v3 - mobilenet-v3
libavif avifenc
DDraceNetwork
NCNN
SVT-AV1
Selenium
ParaView
Selenium
NCNN:
  Vulkan GPU - blazeface
  CPU - blazeface
Selenium
CPU Temperature Monitor:
  Phoronix Test Suite System Monitoring:
    Celsius
    Watts
    Megahertz
NCNN
ParaView:
  CPU Temp Monitor
  CPU Power Consumption Monitor
  CPU Peak Freq (Highest CPU Core Frequency) Monitor
  Wavelet Volume - 1920 x 1080
ParaView:
  Wavelet Volume - 1920 x 1080:
    MiVoxels / Sec
    Frames / Sec
SQLite:
  CPU Temp Monitor
  CPU Power Consumption Monitor
  CPU Peak Freq (Highest CPU Core Frequency) Monitor
SQLite
SVT-AV1:
  CPU Temp Monitor
  CPU Power Consumption Monitor
  CPU Peak Freq (Highest CPU Core Frequency) Monitor
  Preset 12 - Bosphorus 1080p
SVT-AV1
SVT-AV1:
  CPU Temp Monitor
  CPU Power Consumption Monitor
  CPU Peak Freq (Highest CPU Core Frequency) Monitor
  Preset 13 - Bosphorus 1080p
SVT-AV1
Unvanquished:
  CPU Temp Monitor
  CPU Power Consumption Monitor
  CPU Peak Freq (Highest CPU Core Frequency) Monitor
  1920 x 1080 - Ultra
Unvanquished
Unvanquished:
  CPU Temp Monitor
  CPU Power Consumption Monitor
  CPU Peak Freq (Highest CPU Core Frequency) Monitor
  1920 x 1080 - High
Unvanquished