Tuxedo Drivers Ryzen 7 7840HS Linux Perf

AMD Ryzen 7 7840HS Linux benchmarks by Michael Larabel for a future article.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2402117-NE-JANUARYLA61
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Web Browsers 1 Tests
Timed Code Compilation 5 Tests
C/C++ Compiler Tests 7 Tests
Compression Tests 3 Tests
CPU Massive 11 Tests
Creator Workloads 15 Tests
Desktop Graphics 2 Tests
Encoding 4 Tests
Game Development 2 Tests
HPC - High Performance Computing 4 Tests
Imaging 3 Tests
Machine Learning 4 Tests
Multi-Core 17 Tests
NVIDIA GPU Compute 3 Tests
Intel oneAPI 2 Tests
Programmer / Developer System Benchmarks 8 Tests
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Single-Threaded 2 Tests
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Tuxedo Drivers Ryzen 7 7840HS Linux PerfOpenBenchmarking.orgPhoronix Test SuiteAMD Ryzen 7 7840HS @ 5.29GHz (8 Cores / 16 Threads)NB05 TUXEDO Pulse 14 Gen3 R14FA1 (8.06 BIOS)AMD Device 14e84 x 8GB DRAM-6400MT/s Micron MT62F2G32D4DS-026 WT2000GB Samsung SSD 980 PRO 2TBAMD Phoenix1 4GB (2700/800MHz)AMD Rembrandt Radeon HD AudioMEDIATEK MT7921KUbuntu 23.106.7.0-060700-generic (x86_64)GNOME Shell 45.2X Server 1.21.1.74.6 Mesa 24.1~git2401200600.ebcab1~oibaf~m (git-ebcab14 2024-01-20 mantic-oibaf-ppa) (LLVM 16.0.6 DRM 3.56)GCC 13.2.0ext42880x1800ProcessorMotherboardChipsetMemoryDiskGraphicsAudioNetworkOSKernelDesktopDisplay ServerOpenGLCompilerFile-SystemScreen ResolutionTuxedo Drivers Ryzen 7 7840HS Linux Perf BenchmarksSystem Logs- Transparent Huge Pages: madvise- --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,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-defaulted --enable-offload-targets=nvptx-none=/build/gcc-13-XYspKM/gcc-13-13.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-13-XYspKM/gcc-13-13.2.0/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 - Scaling Governor: amd-pstate-epp powersave (EPP: balance_performance) - CPU Microcode: 0xa704104- GLAMOR - BAR1 / Visible vRAM Size: 4096 MB - vBIOS Version: 113-PHXGENERIC-001- Python 3.11.6- 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 + 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

stock vs. performance ComparisonPhoronix Test SuiteBaseline+5.3%+5.3%+10.6%+10.6%+15.9%+15.9%21%19.9%18%17.2%15.7%15.4%15.4%15.2%15.2%15.2%15.2%14.9%14.5%14.5%14.4%14.3%14%14%13.9%13.5%13.4%13.3%13.2%12.8%12.7%12.7%12.6%11.6%11.6%10.9%10.7%10.4%10.3%10.1%10%9.9%9.1%8.7%8.2%7.8%6.8%6.1%6.1%6%5.5%5.1%5%4.4%4.4%4.3%3.9%3.3%2.9%2.6%4.3%3.3%Bosphorus 4K - Ultra FastBosphorus 4K - Super FastBosphorus 4K - Very FastPreset 8 - Bosphorus 4KH.E.R.F.I - CPUW.P.D.F.I - CPUH.E.R.F.I - CPUF.D.R.F.I - CPUF.D.R.F.I - CPUBosphorus 4K - Super FastA.G.R.R.0.F.I - CPUW.P.D.F.I - CPUF.D.F.I - CPUF.D.F.I - CPUBosphorus 4K - Very FastBosphorus 4K - Ultra FastV.D.F.I - CPUPreset 4 - Bosphorus 4KV.D.F.I - CPUP.V.B.D.F - CPUA.G.R.R.0.F.I - CPUBMW27 - CPU-OnlyP.V.B.D.F - CPUCPU - SupercarCPU - BedroomDisney MaterialCPUM.T.E.T.D.F - CPUM.T.E.T.D.F - CPUEmilyServer Rack - CPU-onlyBoat - CPU-onlyTime To CompileD.RPreset 12 - Bosphorus 4KdefconfigPathtracer ISPC - CrownBosphorus 4K - FastPreset 13 - Bosphorus 4KTime To CompileServer Room - CPU-onlyMasskrug - CPU-onlyPathtracer ISPC - Asian DragonCPU - 64 - ResNet-152CPU - 64 - ResNet-50CPU - 64 - Efficientnet_v2_lCPU - 1 - ResNet-152Time To CompileCompression RatingWavelet Contour - 1920 x 1080T.B.TWavelet Volume - 1920 x 1080CPU - 1 - ResNet-50Bosphorus 4K - Faster2.7%Time To CompileWavelet Contour - 1920 x 1080Wavelet Volume - 1920 x 1080uvg266uvg266uvg266SVT-AV1OpenVINOOpenVINOOpenVINOOpenVINOOpenVINOKvazaarOpenVINOOpenVINOOpenVINOOpenVINOKvazaarKvazaarOpenVINOSVT-AV1OpenVINOOpenVINOOpenVINOBlenderOpenVINOIndigoBenchIndigoBenchAppleseedChaos Group V-RAYOpenVINOOpenVINOAppleseedDarktableDarktableTimed FFmpeg Compilation7-Zip CompressionSVT-AV1Timed Linux Kernel CompilationEmbreeVVenCSVT-AV1Timed Godot Game Engine CompilationDarktableDarktableEmbreePyTorchPyTorchPyTorchPyTorchTimed PHP Compilation7-Zip CompressionParaViewRawTherapeeParaViewTensorFlowVVenCTimed Apache CompilationParaViewParaViewstockperformance

Tuxedo Drivers Ryzen 7 7840HS Linux Perfpytorch: CPU - 1 - ResNet-152pytorch: CPU - 1 - ResNet-50pytorch: CPU - 1 - Efficientnet_v2_lpytorch: CPU - 64 - ResNet-50pytorch: CPU - 64 - ResNet-152pytorch: CPU - 64 - Efficientnet_v2_lopenvino: Face Detection FP16-INT8 - CPUopenvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUopenvino: Weld Porosity Detection FP16-INT8 - CPUopenvino: Vehicle Detection FP16-INT8 - CPUopenvino: Person Vehicle Bike Detection FP16 - CPUopenvino: Machine Translation EN To DE FP16 - CPUopenvino: Face Detection Retail FP16-INT8 - CPUopenvino: Handwritten English Recognition FP16-INT8 - CPUparaview: Many Spheres - 1920 x 1080paraview: Wavelet Contour - 1920 x 1080paraview: Wavelet Volume - 1920 x 10803dmark: 1920 x 1080gravitymark: 1920 x 1080 - Vulkankvazaar: Bosphorus 4K - Ultra Fastunigine-super: 1920 x 1080 - Fullscreen - Low - OpenGLuvg266: Bosphorus 4K - Very Fastuvg266: Bosphorus 4K - Super Fastuvg266: Bosphorus 4K - Ultra Fastvvenc: Bosphorus 4K - Fastvvenc: Bosphorus 4K - Fasterembree: Pathtracer ISPC - Crownsvt-av1: Preset 12 - Bosphorus 4Ksvt-av1: Preset 8 - Bosphorus 4Ksvt-av1: Preset 4 - Bosphorus 4Kkvazaar: Bosphorus 4K - Very Fastembree: Pathtracer ISPC - Asian Dragonsvt-av1: Preset 13 - Bosphorus 4Kkvazaar: Bosphorus 4K - Super Fasttensorflow: CPU - 1 - ResNet-50tensorflow: CPU - 64 - ResNet-50indigobench: CPU - Supercarindigobench: CPU - Bedroomcompress-zstd: 12 - Decompression Speedcompress-zstd: 19 - Compression Speedcompress-zstd: 12 - Compression Speedcompress-zstd: 19 - Decompression Speedcompress-zstd: 19, Long Mode - Compression Speedcompress-zstd: 19, Long Mode - Decompression Speedcompress-lz4: 1 - Compression Speedcompress-lz4: 1 - Decompression Speedcompress-lz4: 3 - Compression Speedcompress-lz4: 3 - Decompression Speedcompress-lz4: 9 - Compression Speedcompress-lz4: 9 - Decompression Speedparaview: Wavelet Contour - 1920 x 1080paraview: Many Spheres - 1920 x 1080compress-7zip: Compression Ratingcompress-7zip: Decompression Ratingparaview: Wavelet Volume - 1920 x 1080selenium: Speedometer - Google Chromeselenium: Jetstream 2 - Firefoxglmark2: 1920 x 1080selenium: Jetstream 2 - Google Chromephpbench: PHP Benchmark Suitellamafile: mistral-7b-instruct-v0.2.Q8_0 - CPUllamafile: llava-v1.5-7b-q4 - CPUvkmark: 1920 x 1080 - Mailboxv-ray: CPUpybench: Total For Average Test Timespyperformance: crypto_pyaespyperformance: django_templatepyperformance: json_loadspyperformance: python_startuppyperformance: regex_compileselenium: WASM collisionDetection - Google Chromeselenium: WASM imageConvolute - Google Chromeselenium: Kraken - Google Chromeopenvino: Face Detection FP16-INT8 - CPUopenvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUopenvino: Weld Porosity Detection FP16-INT8 - CPUopenvino: Vehicle Detection FP16-INT8 - CPUopenvino: Person Vehicle Bike Detection FP16 - CPUopenvino: Machine Translation EN To DE FP16 - CPUopenvino: Face Detection Retail FP16-INT8 - CPUopenvino: Handwritten English Recognition FP16-INT8 - CPUselenium: PSPDFKit WASM - Google Chromebuild-linux-kernel: defconfigbuild-godot: Time To Compilebuild-php: Time To Compilebuild-ffmpeg: Time To Compilebuild-apache: Time To Compileblender: BMW27 - CPU-Onlyappleseed: Emilyappleseed: Disney Materialgimp: unsharp-maskgimp: resizegimp: rotategimp: auto-levelsdarktable: Boat - CPU-onlydarktable: Masskrug - CPU-onlydarktable: Server Room - CPU-onlydarktable: Server Rack - CPU-onlyrawtherapee: Total Benchmark Timeopenscad: Projector Mount Swivelopenscad: Pistolopenscad: Mini-ITX Casestockperformance20.3249.9412.0130.2212.758.319.9019400.10997.22582.18542.9760.321735.47221.4329.43155.82231.4696.5142.836.1368.916.9317.8721.224.0728.41111.1522100.91028.7673.64021.3913.332498.37426.9712.5822.884.1221.8531949.912.3121.11619.56.851574.6878.165574.7138.275048.544.545257.51623.8332949.85875487636063703.303295183.4174538288.39211038665.489.0326461061058745.521.211.87.3071.4258.2319.23422.3403.270.387.936.837.3366.214.5535.912524113.468430.84568.17656.20220.222148.69369.681163205.224115.45113.48513.18713.8766.1443.8672.8150.39259.7454.24555.48525.65021.3350.8812.1031.8813.528.7311.3422003.951150.78663.25614.6367.321999.21256.2429.42162.54239.2097.5042.841.2969.019.9821.4225.674.4268.18712.1618110.99233.7084.14924.4614.1399106.44131.0612.9523.194.6492.0881986.912.4120.91638.96.801557.8879.975594.7137.825043.944.505219.71693.8332949.41278807700013827.156296186.9094597286.90611039965.559.1126511194359345.521.011.87.2871.1258.8519.32422.4352.270.336.905.996.4659.343.9531.132546103.240399.74865.27850.97319.709131.21333.212986182.14276515.34913.39013.29013.8075.5663.6432.6370.35457.4804.26155.09225.706OpenBenchmarking.org

CPU Power Consumption Monitor

OpenBenchmarking.orgWattsCPU Power Consumption MonitorPhoronix Test Suite System Monitoringstockperformance1122334455Min: 2.65 / Avg: 26.43 / Max: 35.64Min: 2.5 / Avg: 34.09 / Max: 54.71

PyTorch

This is a benchmark of PyTorch making use of pytorch-benchmark [https://github.com/LukasHedegaard/pytorch-benchmark]. Currently this test profile is catered to CPU-based testing. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.1Device: CPU - Batch Size: 1 - Model: ResNet-152stockperformance510152025SE +/- 0.12, N = 3SE +/- 0.06, N = 320.3221.33MIN: 13.74 / MAX: 21.11MIN: 17.23 / MAX: 22.16
OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.1Device: CPU - Batch Size: 1 - Model: ResNet-152stockperformance510152025Min: 20.09 / Avg: 20.32 / Max: 20.51Min: 21.23 / Avg: 21.33 / Max: 21.42

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.1Device: CPU - Batch Size: 1 - Model: ResNet-50stockperformance1122334455SE +/- 0.71, N = 3SE +/- 0.26, N = 349.9450.88MIN: 31.46 / MAX: 52.62MIN: 39.51 / MAX: 53.02
OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.1Device: CPU - Batch Size: 1 - Model: ResNet-50stockperformance1020304050Min: 48.52 / Avg: 49.94 / Max: 50.75Min: 50.57 / Avg: 50.88 / Max: 51.38

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.1Device: CPU - Batch Size: 1 - Model: Efficientnet_v2_lstockperformance3691215SE +/- 0.01, N = 3SE +/- 0.13, N = 312.0112.10MIN: 9.63 / MAX: 12.36MIN: 9.85 / MAX: 12.78
OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.1Device: CPU - Batch Size: 1 - Model: Efficientnet_v2_lstockperformance48121620Min: 12 / Avg: 12.01 / Max: 12.03Min: 11.93 / Avg: 12.1 / Max: 12.35

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.1Device: CPU - Batch Size: 64 - Model: ResNet-50stockperformance714212835SE +/- 0.13, N = 3SE +/- 0.31, N = 330.2231.88MIN: 19.6 / MAX: 31.2MIN: 21.53 / MAX: 33.62
OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.1Device: CPU - Batch Size: 64 - Model: ResNet-50stockperformance714212835Min: 29.97 / Avg: 30.22 / Max: 30.35Min: 31.54 / Avg: 31.88 / Max: 32.49

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.1Device: CPU - Batch Size: 64 - Model: ResNet-152stockperformance3691215SE +/- 0.04, N = 3SE +/- 0.10, N = 312.7513.52MIN: 8.78 / MAX: 13.12MIN: 8.45 / MAX: 14.03
OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.1Device: CPU - Batch Size: 64 - Model: ResNet-152stockperformance48121620Min: 12.67 / Avg: 12.75 / Max: 12.82Min: 13.32 / Avg: 13.52 / Max: 13.64

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.1Device: CPU - Batch Size: 64 - Model: Efficientnet_v2_lstockperformance246810SE +/- 0.09, N = 3SE +/- 0.09, N = 38.318.73MIN: 5.73 / MAX: 8.96MIN: 5.86 / MAX: 9.52
OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.1Device: CPU - Batch Size: 64 - Model: Efficientnet_v2_lstockperformance3691215Min: 8.13 / Avg: 8.31 / Max: 8.41Min: 8.56 / Avg: 8.73 / Max: 8.85

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 2023.2.devModel: Face Detection FP16-INT8 - Device: CPUstockperformance3691215SE +/- 0.01, N = 3SE +/- 0.01, N = 39.9011.341. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl
OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Face Detection FP16-INT8 - Device: CPUstockperformance3691215Min: 9.89 / Avg: 9.9 / Max: 9.92Min: 11.32 / Avg: 11.34 / Max: 11.361. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPUstockperformance5K10K15K20K25KSE +/- 9.12, N = 3SE +/- 18.25, N = 319400.1022003.951. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl
OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPUstockperformance4K8K12K16K20KMin: 19382.69 / Avg: 19400.1 / Max: 19413.5Min: 21967.71 / Avg: 22003.95 / Max: 22025.91. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Weld Porosity Detection FP16-INT8 - Device: CPUstockperformance2004006008001000SE +/- 0.75, N = 3SE +/- 0.97, N = 3997.221150.781. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl
OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Weld Porosity Detection FP16-INT8 - Device: CPUstockperformance2004006008001000Min: 995.76 / Avg: 997.22 / Max: 998.22Min: 1148.84 / Avg: 1150.78 / Max: 1151.821. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Vehicle Detection FP16-INT8 - Device: CPUstockperformance140280420560700SE +/- 0.23, N = 3SE +/- 0.80, N = 3582.18663.251. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl
OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Vehicle Detection FP16-INT8 - Device: CPUstockperformance120240360480600Min: 581.87 / Avg: 582.18 / Max: 582.63Min: 661.9 / Avg: 663.25 / Max: 664.661. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Person Vehicle Bike Detection FP16 - Device: CPUstockperformance130260390520650SE +/- 1.33, N = 3SE +/- 0.97, N = 3542.97614.631. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl
OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Person Vehicle Bike Detection FP16 - Device: CPUstockperformance110220330440550Min: 540.62 / Avg: 542.97 / Max: 545.24Min: 613.04 / Avg: 614.63 / Max: 616.41. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Machine Translation EN To DE FP16 - Device: CPUstockperformance1530456075SE +/- 0.04, N = 3SE +/- 0.08, N = 360.3267.321. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl
OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Machine Translation EN To DE FP16 - Device: CPUstockperformance1326395265Min: 60.27 / Avg: 60.32 / Max: 60.4Min: 67.17 / Avg: 67.32 / Max: 67.431. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Face Detection Retail FP16-INT8 - Device: CPUstockperformance400800120016002000SE +/- 0.83, N = 3SE +/- 0.93, N = 31735.471999.211. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl
OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Face Detection Retail FP16-INT8 - Device: CPUstockperformance30060090012001500Min: 1734.43 / Avg: 1735.47 / Max: 1737.12Min: 1997.42 / Avg: 1999.21 / Max: 2000.531. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Handwritten English Recognition FP16-INT8 - Device: CPUstockperformance60120180240300SE +/- 0.86, N = 3SE +/- 0.23, N = 3221.43256.241. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl
OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Handwritten English Recognition FP16-INT8 - Device: CPUstockperformance50100150200250Min: 219.99 / Avg: 221.43 / Max: 222.96Min: 255.81 / Avg: 256.24 / Max: 256.581. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

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 1080stockperformance714212835SE +/- 0.00, N = 3SE +/- 0.00, N = 329.4329.42
OpenBenchmarking.orgFrames / Sec, More Is BetterParaView 5.10.1Test: Many Spheres - Resolution: 1920 x 1080stockperformance714212835Min: 29.42 / Avg: 29.43 / Max: 29.43Min: 29.42 / Avg: 29.42 / Max: 29.43

OpenBenchmarking.orgFrames / Sec, More Is BetterParaView 5.10.1Test: Wavelet Contour - Resolution: 1920 x 1080stockperformance4080120160200SE +/- 1.20, N = 5SE +/- 0.35, N = 5155.82162.54
OpenBenchmarking.orgFrames / Sec, More Is BetterParaView 5.10.1Test: Wavelet Contour - Resolution: 1920 x 1080stockperformance306090120150Min: 152 / Avg: 155.82 / Max: 158.9Min: 161.22 / Avg: 162.54 / Max: 163.18

OpenBenchmarking.orgFrames / Sec, More Is BetterParaView 5.10.1Test: Wavelet Volume - Resolution: 1920 x 1080stockperformance50100150200250SE +/- 2.06, N = 15SE +/- 2.25, N = 15231.46239.20
OpenBenchmarking.orgFrames / Sec, More Is BetterParaView 5.10.1Test: Wavelet Volume - Resolution: 1920 x 1080stockperformance4080120160200Min: 219.1 / Avg: 231.46 / Max: 247.1Min: 224.5 / Avg: 239.2 / Max: 257.79

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 1080stockperformance20406080100SE +/- 0.08, N = 3SE +/- 0.15, N = 396.5197.50
OpenBenchmarking.orgFrames Per Second, More Is Better3DMark Wild Life Extreme 1.1.2.1Resolution: 1920 x 1080stockperformance20406080100Min: 96.4 / Avg: 96.51 / Max: 96.65Min: 97.33 / Avg: 97.5 / Max: 97.79

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: Vulkanstockperformance1020304050SE +/- 0.45, N = 3SE +/- 0.43, N = 342.842.8
OpenBenchmarking.orgFrames Per Second, More Is BetterGravityMark 1.82Resolution: 1920 x 1080 - Renderer: Vulkanstockperformance918273645Min: 42.3 / Avg: 42.8 / Max: 43.7Min: 42.4 / Avg: 42.83 / Max: 43.7

Kvazaar

This is a test of Kvazaar as a CPU-based H.265/HEVC video encoder written in the C programming language and optimized in Assembly. Kvazaar is the winner of the 2016 ACM Open-Source Software Competition and developed at the Ultra Video Group, Tampere University, Finland. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.2Video Input: Bosphorus 4K - Video Preset: Ultra Faststockperformance918273645SE +/- 0.05, N = 4SE +/- 0.07, N = 436.1341.291. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt
OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.2Video Input: Bosphorus 4K - Video Preset: Ultra Faststockperformance918273645Min: 36.03 / Avg: 36.13 / Max: 36.26Min: 41.18 / Avg: 41.29 / Max: 41.481. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

Unigine Superposition

OpenBenchmarking.orgFrames Per Second Per Watt, More Is BetterUnigine Superposition 1.0Resolution: 1920 x 1080 - Mode: Fullscreen - Quality: Low - Renderer: OpenGLstockperformance0.470.941.411.882.352.0891.666

OpenBenchmarking.orgFrames Per Second, More Is BetterUnigine Superposition 1.0Resolution: 1920 x 1080 - Mode: Fullscreen - Quality: Low - Renderer: OpenGLstockperformance1530456075SE +/- 0.12, N = 3SE +/- 0.62, N = 768.969.0MAX: 101MAX: 103.8
OpenBenchmarking.orgFrames Per Second, More Is BetterUnigine Superposition 1.0Resolution: 1920 x 1080 - Mode: Fullscreen - Quality: Low - Renderer: OpenGLstockperformance1326395265Min: 68.7 / Avg: 68.87 / Max: 69.1Min: 65.7 / Avg: 69 / Max: 70.6

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: Very Faststockperformance510152025SE +/- 0.04, N = 3SE +/- 0.22, N = 416.9319.98
OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 4K - Video Preset: Very Faststockperformance510152025Min: 16.85 / Avg: 16.93 / Max: 16.98Min: 19.32 / Avg: 19.98 / Max: 20.21

OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 4K - Video Preset: Super Faststockperformance510152025SE +/- 0.02, N = 3SE +/- 0.01, N = 317.8721.42
OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 4K - Video Preset: Super Faststockperformance510152025Min: 17.84 / Avg: 17.87 / Max: 17.91Min: 21.4 / Avg: 21.42 / Max: 21.45

OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 4K - Video Preset: Ultra Faststockperformance612182430SE +/- 0.03, N = 3SE +/- 0.02, N = 321.2225.67
OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 4K - Video Preset: Ultra Faststockperformance612182430Min: 21.17 / Avg: 21.22 / Max: 21.25Min: 25.63 / Avg: 25.67 / Max: 25.69

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: Faststockperformance0.99591.99182.98773.98364.9795SE +/- 0.038, N = 3SE +/- 0.006, N = 34.0724.4261. (CXX) g++ options: -O3 -flto=auto -fno-fat-lto-objects
OpenBenchmarking.orgFrames Per Second, More Is BetterVVenC 1.9Video Input: Bosphorus 4K - Video Preset: Faststockperformance246810Min: 4 / Avg: 4.07 / Max: 4.12Min: 4.42 / Avg: 4.43 / Max: 4.441. (CXX) g++ options: -O3 -flto=auto -fno-fat-lto-objects

OpenBenchmarking.orgFrames Per Second, More Is BetterVVenC 1.9Video Input: Bosphorus 4K - Video Preset: Fasterstockperformance246810SE +/- 0.008, N = 3SE +/- 0.013, N = 38.4118.1871. (CXX) g++ options: -O3 -flto=auto -fno-fat-lto-objects
OpenBenchmarking.orgFrames Per Second, More Is BetterVVenC 1.9Video Input: Bosphorus 4K - Video Preset: Fasterstockperformance3691215Min: 8.4 / Avg: 8.41 / Max: 8.43Min: 8.17 / Avg: 8.19 / Max: 8.211. (CXX) g++ options: -O3 -flto=auto -fno-fat-lto-objects

Embree

OpenBenchmarking.orgFrames Per Second Per Watt, More Is BetterEmbree 4.3Binary: Pathtracer ISPC - Model: Asian Dragonstockperformance0.09160.18320.27480.36640.4580.4070.282

OpenBenchmarking.orgFrames Per Second Per Watt, More Is BetterEmbree 4.3Binary: Pathtracer ISPC - Model: Crownstockperformance0.07560.15120.22680.30240.3780.3360.240

SVT-AV1

OpenBenchmarking.orgFrames Per Second Per Watt, More Is BetterSVT-AV1 1.8Encoder Mode: Preset 13 - Input: Bosphorus 4Kstockperformance1.04292.08583.12874.17165.21454.6353.667

OpenBenchmarking.orgFrames Per Second Per Watt, More Is BetterSVT-AV1 1.8Encoder Mode: Preset 12 - Input: Bosphorus 4Kstockperformance1.07172.14343.21514.28685.35854.7633.822

OpenBenchmarking.orgFrames Per Second Per Watt, More Is BetterSVT-AV1 1.8Encoder Mode: Preset 8 - Input: Bosphorus 4Kstockperformance0.22640.45280.67920.90561.1321.0060.819

OpenBenchmarking.orgFrames Per Second Per Watt, More Is BetterSVT-AV1 1.8Encoder Mode: Preset 4 - Input: Bosphorus 4Kstockperformance0.02630.05260.07890.10520.13150.1170.091

Kvazaar

OpenBenchmarking.orgFrames Per Second Per Watt, More Is BetterKvazaar 2.2Video Input: Bosphorus 4K - Video Preset: Very Faststockperformance0.15680.31360.47040.62720.7840.6970.540

Embree

Intel Embree is a collection of high-performance ray-tracing kernels for execution on CPUs (and GPUs via SYCL) and supporting instruction sets such as SSE, AVX, AVX2, and AVX-512. Embree also supports making use of the Intel SPMD Program Compiler (ISPC). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 4.3Binary: Pathtracer ISPC - Model: Crownstockperformance3691215SE +/- 0.00, N = 3SE +/- 0.01, N = 311.1512.16MIN: 11.02 / MAX: 11.44MIN: 12.01 / MAX: 12.57
OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 4.3Binary: Pathtracer ISPC - Model: Crownstockperformance48121620Min: 11.15 / Avg: 11.15 / Max: 11.16Min: 12.15 / Avg: 12.16 / Max: 12.17

SVT-AV1

This is a benchmark of the SVT-AV1 open-source video encoder/decoder. SVT-AV1 was originally developed by Intel as part of their Open Visual Cloud / Scalable Video Technology (SVT). Development of SVT-AV1 has since moved to the Alliance for Open Media as part of upstream AV1 development. SVT-AV1 is a CPU-based multi-threaded video encoder for the AV1 video format with a sample YUV video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.8Encoder Mode: Preset 12 - Input: Bosphorus 4Kstockperformance20406080100SE +/- 0.12, N = 6SE +/- 0.22, N = 6100.91110.991. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.8Encoder Mode: Preset 12 - Input: Bosphorus 4Kstockperformance20406080100Min: 100.47 / Avg: 100.91 / Max: 101.18Min: 110.18 / Avg: 110.99 / Max: 111.461. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.8Encoder Mode: Preset 8 - Input: Bosphorus 4Kstockperformance816243240SE +/- 0.16, N = 3SE +/- 0.03, N = 328.7733.711. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.8Encoder Mode: Preset 8 - Input: Bosphorus 4Kstockperformance714212835Min: 28.59 / Avg: 28.77 / Max: 29.09Min: 33.67 / Avg: 33.71 / Max: 33.771. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.8Encoder Mode: Preset 4 - Input: Bosphorus 4Kstockperformance0.93351.8672.80053.7344.6675SE +/- 0.017, N = 3SE +/- 0.005, N = 33.6404.1491. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.8Encoder Mode: Preset 4 - Input: Bosphorus 4Kstockperformance246810Min: 3.62 / Avg: 3.64 / Max: 3.67Min: 4.14 / Avg: 4.15 / Max: 4.161. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

Kvazaar

This is a test of Kvazaar as a CPU-based H.265/HEVC video encoder written in the C programming language and optimized in Assembly. Kvazaar is the winner of the 2016 ACM Open-Source Software Competition and developed at the Ultra Video Group, Tampere University, Finland. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.2Video Input: Bosphorus 4K - Video Preset: Very Faststockperformance612182430SE +/- 0.21, N = 3SE +/- 0.28, N = 421.3924.461. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt
OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.2Video Input: Bosphorus 4K - Video Preset: Very Faststockperformance612182430Min: 20.97 / Avg: 21.39 / Max: 21.63Min: 23.63 / Avg: 24.46 / Max: 24.771. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

OpenBenchmarking.orgFrames Per Second Per Watt, More Is BetterKvazaar 2.2Video Input: Bosphorus 4K - Video Preset: Super Faststockperformance0.20270.40540.60810.81081.01350.9010.703

Embree

Intel Embree is a collection of high-performance ray-tracing kernels for execution on CPUs (and GPUs via SYCL) and supporting instruction sets such as SSE, AVX, AVX2, and AVX-512. Embree also supports making use of the Intel SPMD Program Compiler (ISPC). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 4.3Binary: Pathtracer ISPC - Model: Asian Dragonstockperformance48121620SE +/- 0.01, N = 3SE +/- 0.03, N = 313.3314.14MIN: 13.23 / MAX: 13.55MIN: 13.98 / MAX: 14.43
OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 4.3Binary: Pathtracer ISPC - Model: Asian Dragonstockperformance48121620Min: 13.32 / Avg: 13.33 / Max: 13.35Min: 14.08 / Avg: 14.14 / Max: 14.19

SVT-AV1

This is a benchmark of the SVT-AV1 open-source video encoder/decoder. SVT-AV1 was originally developed by Intel as part of their Open Visual Cloud / Scalable Video Technology (SVT). Development of SVT-AV1 has since moved to the Alliance for Open Media as part of upstream AV1 development. SVT-AV1 is a CPU-based multi-threaded video encoder for the AV1 video format with a sample YUV video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.8Encoder Mode: Preset 13 - Input: Bosphorus 4Kstockperformance20406080100SE +/- 1.01, N = 15SE +/- 1.95, N = 1598.37106.441. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.8Encoder Mode: Preset 13 - Input: Bosphorus 4Kstockperformance20406080100Min: 90.47 / Avg: 98.37 / Max: 101.75Min: 86.2 / Avg: 106.44 / Max: 111.181. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

Kvazaar

This is a test of Kvazaar as a CPU-based H.265/HEVC video encoder written in the C programming language and optimized in Assembly. Kvazaar is the winner of the 2016 ACM Open-Source Software Competition and developed at the Ultra Video Group, Tampere University, Finland. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.2Video Input: Bosphorus 4K - Video Preset: Super Faststockperformance714212835SE +/- 0.02, N = 3SE +/- 0.07, N = 326.9731.061. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt
OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.2Video Input: Bosphorus 4K - Video Preset: Super Faststockperformance714212835Min: 26.95 / Avg: 26.97 / Max: 27Min: 30.97 / Avg: 31.06 / Max: 31.191. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

TensorFlow

This is a benchmark of the TensorFlow deep learning framework using the TensorFlow reference benchmarks (tensorflow/benchmarks with tf_cnn_benchmarks.py). Note with the Phoronix Test Suite there is also pts/tensorflow-lite for benchmarking the TensorFlow Lite binaries if desired for complementary metrics. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 1 - Model: ResNet-50stockperformance3691215SE +/- 0.02, N = 4SE +/- 0.02, N = 412.5812.95
OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 1 - Model: ResNet-50stockperformance48121620Min: 12.53 / Avg: 12.58 / Max: 12.61Min: 12.91 / Avg: 12.95 / Max: 13

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 64 - Model: ResNet-50stockperformance612182430SE +/- 0.01, N = 3SE +/- 0.25, N = 322.8823.19
OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 64 - Model: ResNet-50stockperformance510152025Min: 22.87 / Avg: 22.88 / Max: 22.9Min: 22.74 / Avg: 23.19 / Max: 23.59

IndigoBench

OpenBenchmarking.orgM samples/s Per Watt, More Is BetterIndigoBench 4.4Acceleration: CPU - Scene: Bedroomstockperformance0.01280.02560.03840.05120.0640.0570.042

OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: CPU - Scene: Supercarstockperformance1.0462.0923.1384.1845.23SE +/- 0.011, N = 3SE +/- 0.011, N = 34.1224.649
OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: CPU - Scene: Supercarstockperformance246810Min: 4.11 / Avg: 4.12 / Max: 4.14Min: 4.63 / Avg: 4.65 / Max: 4.66

OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: CPU - Scene: Bedroomstockperformance0.46980.93961.40941.87922.349SE +/- 0.006, N = 3SE +/- 0.003, N = 31.8532.088
OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: CPU - Scene: Bedroomstockperformance246810Min: 1.84 / Avg: 1.85 / Max: 1.86Min: 2.08 / Avg: 2.09 / Max: 2.09

Zstd Compression

OpenBenchmarking.orgMB/s Per Watt, More Is BetterZstd Compression 1.5.4Compression Level: 12 - Decompression Speedstockperformance2040608010090.0588.92

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 12 - Decompression Speedstockperformance400800120016002000SE +/- 27.48, N = 3SE +/- 9.54, N = 31949.91986.91. (CC) gcc options: -O3 -pthread -lz -llzma
OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 12 - Decompression Speedstockperformance30060090012001500Min: 1896.5 / Avg: 1949.87 / Max: 1987.9Min: 1971.4 / Avg: 1986.93 / Max: 2004.31. (CC) gcc options: -O3 -pthread -lz -llzma

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 19 - Compression Speedstockperformance3691215SE +/- 0.03, N = 3SE +/- 0.03, N = 312.312.41. (CC) gcc options: -O3 -pthread -lz -llzma
OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 19 - Compression Speedstockperformance48121620Min: 12.3 / Avg: 12.33 / Max: 12.4Min: 12.3 / Avg: 12.37 / Max: 12.41. (CC) gcc options: -O3 -pthread -lz -llzma

OpenBenchmarking.orgMB/s Per Watt, More Is BetterZstd Compression 1.5.4Compression Level: 19 - Decompression Speedstockperformance2040608010081.9283.09

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 12 - Compression Speedstockperformance306090120150SE +/- 0.47, N = 3SE +/- 0.35, N = 3121.1120.91. (CC) gcc options: -O3 -pthread -lz -llzma
OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 12 - Compression Speedstockperformance20406080100Min: 120.4 / Avg: 121.13 / Max: 122Min: 120.5 / Avg: 120.9 / Max: 121.61. (CC) gcc options: -O3 -pthread -lz -llzma

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 19 - Decompression Speedstockperformance400800120016002000SE +/- 4.94, N = 3SE +/- 10.94, N = 31619.51638.91. (CC) gcc options: -O3 -pthread -lz -llzma
OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 19 - Decompression Speedstockperformance30060090012001500Min: 1611.2 / Avg: 1619.47 / Max: 1628.3Min: 1626.1 / Avg: 1638.93 / Max: 1660.71. (CC) gcc options: -O3 -pthread -lz -llzma

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 19, Long Mode - Compression Speedstockperformance246810SE +/- 0.06, N = 3SE +/- 0.04, N = 36.856.801. (CC) gcc options: -O3 -pthread -lz -llzma
OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 19, Long Mode - Compression Speedstockperformance3691215Min: 6.74 / Avg: 6.85 / Max: 6.93Min: 6.75 / Avg: 6.8 / Max: 6.881. (CC) gcc options: -O3 -pthread -lz -llzma

OpenBenchmarking.orgMB/s Per Watt, More Is BetterZstd Compression 1.5.4Compression Level: 19, Long Mode - Decompression Speedstockperformance20406080100102.12101.27

LZ4 Compression

OpenBenchmarking.orgMB/s Per Watt, More Is BetterLZ4 Compression 1.9.4Compression Level: 1 - Decompression Speedstockperformance90180270360450428.69437.70

OpenBenchmarking.orgMB/s Per Watt, More Is BetterLZ4 Compression 1.9.4Compression Level: 3 - Decompression Speedstockperformance90180270360450392.33391.14

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 Speedstockperformance30060090012001500SE +/- 5.90, N = 3SE +/- 1.31, N = 31574.61557.81. (CC) gcc options: -O3 -pthread -lz -llzma
OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 19, Long Mode - Decompression Speedstockperformance30060090012001500Min: 1568.6 / Avg: 1574.6 / Max: 1586.4Min: 1555.2 / Avg: 1557.8 / Max: 1559.41. (CC) gcc options: -O3 -pthread -lz -llzma

LZ4 Compression

OpenBenchmarking.orgMB/s Per Watt, More Is BetterLZ4 Compression 1.9.4Compression Level: 9 - Decompression Speedstockperformance90180270360450416.32416.86

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.4Compression Level: 1 - Compression Speedstockperformance2004006008001000SE +/- 2.46, N = 3SE +/- 1.58, N = 3878.16879.971. (CC) gcc options: -O3
OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.4Compression Level: 1 - Compression Speedstockperformance150300450600750Min: 875.07 / Avg: 878.16 / Max: 883.02Min: 877.94 / Avg: 879.97 / Max: 883.081. (CC) gcc options: -O3

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.4Compression Level: 1 - Decompression Speedstockperformance12002400360048006000SE +/- 4.68, N = 3SE +/- 6.53, N = 35574.75594.71. (CC) gcc options: -O3
OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.4Compression Level: 1 - Decompression Speedstockperformance10002000300040005000Min: 5566.5 / Avg: 5574.67 / Max: 5582.7Min: 5582 / Avg: 5594.7 / Max: 5603.71. (CC) gcc options: -O3

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.4Compression Level: 3 - Compression Speedstockperformance306090120150SE +/- 0.26, N = 3SE +/- 0.14, N = 3138.27137.821. (CC) gcc options: -O3
OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.4Compression Level: 3 - Compression Speedstockperformance306090120150Min: 137.92 / Avg: 138.27 / Max: 138.79Min: 137.64 / Avg: 137.82 / Max: 138.091. (CC) gcc options: -O3

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.4Compression Level: 3 - Decompression Speedstockperformance11002200330044005500SE +/- 10.93, N = 3SE +/- 19.77, N = 35048.55043.91. (CC) gcc options: -O3
OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.4Compression Level: 3 - Decompression Speedstockperformance9001800270036004500Min: 5031.5 / Avg: 5048.47 / Max: 5068.9Min: 5021.6 / Avg: 5043.87 / Max: 5083.31. (CC) gcc options: -O3

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.4Compression Level: 9 - Compression Speedstockperformance1020304050SE +/- 0.22, N = 3SE +/- 0.18, N = 344.5444.501. (CC) gcc options: -O3
OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.4Compression Level: 9 - Compression Speedstockperformance918273645Min: 44.11 / Avg: 44.54 / Max: 44.83Min: 44.25 / Avg: 44.5 / Max: 44.861. (CC) gcc options: -O3

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.4Compression Level: 9 - Decompression Speedstockperformance11002200330044005500SE +/- 19.83, N = 3SE +/- 30.09, N = 35257.55219.71. (CC) gcc options: -O3
OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.4Compression Level: 9 - Decompression Speedstockperformance9001800270036004500Min: 5221.4 / Avg: 5257.47 / Max: 5289.8Min: 5179.6 / Avg: 5219.7 / Max: 5278.61. (CC) gcc options: -O3

ParaView

OpenBenchmarking.orgMiPolys / Sec Per Watt, More Is BetterParaView 5.10.1Test: Many Spheres - Resolution: 1920 x 1080stockperformance306090120150126.81121.92

OpenBenchmarking.orgMiPolys / Sec Per Watt, More Is BetterParaView 5.10.1Test: Wavelet Contour - Resolution: 1920 x 1080stockperformance2040608010094.3690.96

7-Zip Compression

OpenBenchmarking.orgMIPS Per Watt, More Is Better7-Zip Compression 22.01Test: Decompression Ratingstockperformance50010001500200025002219.331694.29

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 22.01Test: Compression Ratingstockperformance20K40K60K80K100KSE +/- 125.57, N = 3SE +/- 32.20, N = 375487788071. (CXX) g++ options: -lpthread -ldl -O2 -fPIC
OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 22.01Test: Compression Ratingstockperformance14K28K42K56K70KMin: 75237 / Avg: 75487.33 / Max: 75630Min: 78772 / Avg: 78806.67 / Max: 788711. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 22.01Test: Decompression Ratingstockperformance15K30K45K60K75KSE +/- 280.35, N = 3SE +/- 420.21, N = 363606700011. (CXX) g++ options: -lpthread -ldl -O2 -fPIC
OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 22.01Test: Decompression Ratingstockperformance12K24K36K48K60KMin: 63297 / Avg: 63606.33 / Max: 64166Min: 69501 / Avg: 70001 / Max: 708361. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

ParaView

OpenBenchmarking.orgMiVoxels / Sec Per Watt, More Is BetterParaView 5.10.1Test: Wavelet Volume - Resolution: 1920 x 1080stockperformance60120180240300270.04274.74

Selenium

OpenBenchmarking.orgRuns Per Minute Per Watt, More Is BetterSeleniumBenchmark: Speedometer - Browser: Google Chromestockperformance51015202521.3121.73

OpenBenchmarking.orgRuns Per Minute, More Is BetterSeleniumBenchmark: Speedometer - Browser: Google Chromestockperformance60120180240300SE +/- 1.76, N = 3SE +/- 1.53, N = 32952961. chrome 120.0.6099.224
OpenBenchmarking.orgRuns Per Minute, More Is BetterSeleniumBenchmark: Speedometer - Browser: Google Chromestockperformance50100150200250Min: 292 / Avg: 295.33 / Max: 298Min: 294 / Avg: 296 / Max: 2991. chrome 120.0.6099.224

OpenBenchmarking.orgScore Per Watt, More Is BetterSeleniumBenchmark: Jetstream 2 - Browser: Google Chromestockperformance51015202517.8318.64

OpenBenchmarking.orgScore, More Is BetterSeleniumBenchmark: Jetstream 2 - Browser: Firefoxstockperformance4080120160200SE +/- 1.49, N = 3SE +/- 1.40, N = 11183.42186.911. firefox 121.0.1
OpenBenchmarking.orgScore, More Is BetterSeleniumBenchmark: Jetstream 2 - Browser: Firefoxstockperformance306090120150Min: 181.43 / Avg: 183.42 / Max: 186.33Min: 176.01 / Avg: 186.91 / Max: 191.331. firefox 121.0.1

Benchmark: PSPDFKit WASM - Browser: Firefox

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

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

GLmark2

This is a test of GLmark2, a basic OpenGL and OpenGL ES 2.0 benchmark supporting various windowing/display back-ends. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgScore, More Is BetterGLmark2 2023.01Resolution: 1920 x 1080stockperformance1000200030004000500045384597

PHPBench

OpenBenchmarking.orgScore Per Watt, More Is BetterPHPBench 0.8.1PHP Benchmark Suitestockperformance20K40K60K80K100K90621.7391884.81

Selenium

This test profile uses the Selenium WebDriver for running various browser benchmarks in different available web browsers such as Mozilla Firefox and Google Chrome. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgScore, More Is BetterSeleniumBenchmark: Jetstream 2 - Browser: Google Chromestockperformance60120180240300SE +/- 3.11, N = 3SE +/- 0.71, N = 3288.39286.911. chrome 120.0.6099.224
OpenBenchmarking.orgScore, More Is BetterSeleniumBenchmark: Jetstream 2 - Browser: Google Chromestockperformance50100150200250Min: 283.07 / Avg: 288.39 / Max: 293.84Min: 285.7 / Avg: 286.91 / Max: 288.161. chrome 120.0.6099.224

PHPBench

PHPBench is a benchmark suite for PHP. It performs a large number of simple tests in order to bench various aspects of the PHP interpreter. PHPBench can be used to compare hardware, operating systems, PHP versions, PHP accelerators and caches, compiler options, etc. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgScore, More Is BetterPHPBench 0.8.1PHP Benchmark Suitestockperformance200K400K600K800K1000KSE +/- 5109.68, N = 3SE +/- 3091.62, N = 311038661103996
OpenBenchmarking.orgScore, More Is BetterPHPBench 0.8.1PHP Benchmark Suitestockperformance200K400K600K800K1000KMin: 1096183 / Avg: 1103865.67 / Max: 1113543Min: 1098798 / Avg: 1103996 / Max: 1109495

Llamafile

Mozilla's Llamafile allows distributing and running large language models (LLMs) as a single file. Llamafile aims to make open-source LLMs more accessible to developers and users. Llamafile supports a variety of models, CPUs and GPUs, and other options. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.6Test: mistral-7b-instruct-v0.2.Q8_0 - Acceleration: CPUstockperformance1.24882.49763.74644.99526.244SE +/- 0.01, N = 3SE +/- 0.00, N = 35.485.55
OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.6Test: mistral-7b-instruct-v0.2.Q8_0 - Acceleration: CPUstockperformance246810Min: 5.47 / Avg: 5.48 / Max: 5.49Min: 5.55 / Avg: 5.55 / Max: 5.56

OpenBenchmarking.orgTokens Per Second Per Watt, More Is BetterLlamafile 0.6Test: llava-v1.5-7b-q4 - Acceleration: CPUstockperformance0.0650.130.1950.260.3250.2890.210

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.6Test: llava-v1.5-7b-q4 - Acceleration: CPUstockperformance3691215SE +/- 0.00, N = 3SE +/- 0.00, N = 39.039.11
OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.6Test: llava-v1.5-7b-q4 - Acceleration: CPUstockperformance3691215Min: 9.02 / Avg: 9.03 / Max: 9.03Min: 9.11 / Avg: 9.11 / Max: 9.11

VKMark

VKMark is a collection of open-source Vulkan tests / rendering benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgVKMark Score, More Is BetterVKMark 2022-05-16Resolution: 1920 x 1080 - Present Mode: Mailboxstockperformance6001200180024003000SE +/- 0.88, N = 3SE +/- 1.15, N = 3264626511. (CXX) g++ options: -pthread -ldl -std=c++14 -O0 -MD -MQ -MF
OpenBenchmarking.orgVKMark Score, More Is BetterVKMark 2022-05-16Resolution: 1920 x 1080 - Present Mode: Mailboxstockperformance5001000150020002500Min: 2644 / Avg: 2645.67 / Max: 2647Min: 2649 / Avg: 2651 / Max: 26531. (CXX) g++ options: -pthread -ldl -std=c++14 -O0 -MD -MQ -MF

Chaos Group V-RAY

This is a test of Chaos Group's V-RAY benchmark. V-RAY is a commercial renderer that can integrate with various creator software products like SketchUp and 3ds Max. The V-RAY benchmark is standalone and supports CPU and NVIDIA CUDA/RTX based rendering. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgvsamples, More Is BetterChaos Group V-RAY 5.02Mode: CPUstockperformance3K6K9K12K15KSE +/- 41.36, N = 3SE +/- 93.51, N = 31061011943
OpenBenchmarking.orgvsamples, More Is BetterChaos Group V-RAY 5.02Mode: CPUstockperformance2K4K6K8K10KMin: 10536 / Avg: 10610 / Max: 10679Min: 11759 / Avg: 11943 / Max: 12064

PyBench

This test profile reports the total time of the different average timed test results from PyBench. PyBench reports average test times for different functions such as BuiltinFunctionCalls and NestedForLoops, with this total result providing a rough estimate as to Python's average performance on a given system. This test profile runs PyBench each time for 20 rounds. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyBench 2018-02-16Total For Average Test Timesstockperformance130260390520650SE +/- 2.33, N = 4SE +/- 2.78, N = 4587593
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyBench 2018-02-16Total For Average Test Timesstockperformance100200300400500Min: 580 / Avg: 586.5 / Max: 591Min: 586 / Avg: 592.75 / Max: 599

PyPerformance

PyPerformance is the reference Python performance benchmark suite. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: crypto_pyaesstockperformance1020304050SE +/- 0.03, N = 3SE +/- 0.00, N = 345.545.5
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: crypto_pyaesstockperformance918273645Min: 45.4 / Avg: 45.47 / Max: 45.5Min: 45.5 / Avg: 45.5 / Max: 45.5

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: django_templatestockperformance510152025SE +/- 0.07, N = 3SE +/- 0.03, N = 321.221.0
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: django_templatestockperformance510152025Min: 21.1 / Avg: 21.17 / Max: 21.3Min: 20.9 / Avg: 20.97 / Max: 21

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: json_loadsstockperformance3691215SE +/- 0.00, N = 3SE +/- 0.00, N = 311.811.8
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: json_loadsstockperformance3691215Min: 11.8 / Avg: 11.8 / Max: 11.8Min: 11.8 / Avg: 11.8 / Max: 11.8

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: python_startupstockperformance246810SE +/- 0.00, N = 3SE +/- 0.01, N = 37.307.28
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: python_startupstockperformance3691215Min: 7.3 / Avg: 7.3 / Max: 7.31Min: 7.27 / Avg: 7.28 / Max: 7.29

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: regex_compilestockperformance1632486480SE +/- 0.09, N = 3SE +/- 0.10, N = 371.471.1
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: regex_compilestockperformance1428425670Min: 71.3 / Avg: 71.43 / Max: 71.6Min: 70.9 / Avg: 71.1 / Max: 71.2

Selenium

This test profile uses the Selenium WebDriver for running various browser benchmarks in different available web browsers such as Mozilla Firefox and Google Chrome. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: WASM collisionDetection - Browser: Google Chromestockperformance60120180240300SE +/- 0.04, N = 4SE +/- 0.58, N = 4258.23258.851. chrome 120.0.6099.224
OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: WASM collisionDetection - Browser: Google Chromestockperformance50100150200250Min: 258.13 / Avg: 258.23 / Max: 258.32Min: 258.05 / Avg: 258.85 / Max: 260.531. chrome 120.0.6099.224

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: WASM imageConvolute - Browser: Google Chromestockperformance510152025SE +/- 0.02, N = 6SE +/- 0.06, N = 619.2319.321. chrome 120.0.6099.224
OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: WASM imageConvolute - Browser: Google Chromestockperformance510152025Min: 19.18 / Avg: 19.23 / Max: 19.34Min: 19.19 / Avg: 19.32 / Max: 19.521. chrome 120.0.6099.224

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: Kraken - Browser: Google Chromestockperformance90180270360450SE +/- 0.17, N = 3SE +/- 1.34, N = 3422.3422.41. chrome 120.0.6099.224
OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: Kraken - Browser: Google Chromestockperformance80160240320400Min: 422 / Avg: 422.3 / Max: 422.6Min: 419.8 / Avg: 422.43 / Max: 424.21. chrome 120.0.6099.224

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 2023.2.devModel: Face Detection FP16-INT8 - Device: CPUstockperformance90180270360450SE +/- 0.17, N = 3SE +/- 0.37, N = 3403.27352.27MIN: 194.05 / MAX: 453.01MIN: 250.33 / MAX: 410.521. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl
OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Face Detection FP16-INT8 - Device: CPUstockperformance70140210280350Min: 403.01 / Avg: 403.27 / Max: 403.59Min: 351.55 / Avg: 352.27 / Max: 352.761. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPUstockperformance0.08550.1710.25650.3420.4275SE +/- 0.00, N = 3SE +/- 0.00, N = 30.380.33MIN: 0.19 / MAX: 7.73MIN: 0.19 / MAX: 9.781. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl
OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPUstockperformance12345Min: 0.38 / Avg: 0.38 / Max: 0.38Min: 0.33 / Avg: 0.33 / Max: 0.331. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Weld Porosity Detection FP16-INT8 - Device: CPUstockperformance246810SE +/- 0.00, N = 3SE +/- 0.01, N = 37.936.90MIN: 4.16 / MAX: 25.9MIN: 3.65 / MAX: 24.711. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl
OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Weld Porosity Detection FP16-INT8 - Device: CPUstockperformance3691215Min: 7.93 / Avg: 7.93 / Max: 7.93Min: 6.89 / Avg: 6.9 / Max: 6.911. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Vehicle Detection FP16-INT8 - Device: CPUstockperformance246810SE +/- 0.00, N = 3SE +/- 0.01, N = 36.835.99MIN: 4.03 / MAX: 19.87MIN: 3.35 / MAX: 22.841. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl
OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Vehicle Detection FP16-INT8 - Device: CPUstockperformance3691215Min: 6.82 / Avg: 6.83 / Max: 6.83Min: 5.97 / Avg: 5.99 / Max: 61. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Person Vehicle Bike Detection FP16 - Device: CPUstockperformance246810SE +/- 0.02, N = 3SE +/- 0.01, N = 37.336.46MIN: 5.45 / MAX: 17.77MIN: 4.46 / MAX: 20.841. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl
OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Person Vehicle Bike Detection FP16 - Device: CPUstockperformance3691215Min: 7.3 / Avg: 7.33 / Max: 7.36Min: 6.45 / Avg: 6.46 / Max: 6.481. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Machine Translation EN To DE FP16 - Device: CPUstockperformance1530456075SE +/- 0.04, N = 3SE +/- 0.07, N = 366.2159.34MIN: 41.75 / MAX: 97.23MIN: 34.42 / MAX: 85.011. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl
OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Machine Translation EN To DE FP16 - Device: CPUstockperformance1326395265Min: 66.13 / Avg: 66.21 / Max: 66.26Min: 59.24 / Avg: 59.34 / Max: 59.471. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Face Detection Retail FP16-INT8 - Device: CPUstockperformance1.02382.04763.07144.09525.119SE +/- 0.00, N = 3SE +/- 0.00, N = 34.553.95MIN: 2.69 / MAX: 25.68MIN: 2.35 / MAX: 13.731. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl
OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Face Detection Retail FP16-INT8 - Device: CPUstockperformance246810Min: 4.54 / Avg: 4.55 / Max: 4.55Min: 3.95 / Avg: 3.95 / Max: 3.951. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Handwritten English Recognition FP16-INT8 - Device: CPUstockperformance816243240SE +/- 0.15, N = 3SE +/- 0.03, N = 335.9131.13MIN: 25.74 / MAX: 58.33MIN: 19.45 / MAX: 58.371. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl
OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Handwritten English Recognition FP16-INT8 - Device: CPUstockperformance816243240Min: 35.64 / Avg: 35.91 / Max: 36.16Min: 31.09 / Avg: 31.13 / Max: 31.181. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

Selenium

This test profile uses the Selenium WebDriver for running various browser benchmarks in different available web browsers such as Mozilla Firefox and Google Chrome. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgScore, Fewer Is BetterSeleniumBenchmark: PSPDFKit WASM - Browser: Google Chromestockperformance5001000150020002500SE +/- 7.51, N = 3SE +/- 4.06, N = 3252425461. chrome 120.0.6099.224
OpenBenchmarking.orgScore, Fewer Is BetterSeleniumBenchmark: PSPDFKit WASM - Browser: Google Chromestockperformance400800120016002000Min: 2511 / Avg: 2523.67 / Max: 2537Min: 2539 / Avg: 2545.67 / Max: 25531. chrome 120.0.6099.224

Timed Linux Kernel Compilation

This test times how long it takes to build the Linux kernel in a default configuration (defconfig) for the architecture being tested or alternatively an allmodconfig for building all possible kernel modules for the build. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 6.1Build: defconfigstockperformance306090120150SE +/- 0.56, N = 3SE +/- 0.60, N = 3113.47103.24
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 6.1Build: defconfigstockperformance20406080100Min: 112.88 / Avg: 113.47 / Max: 114.58Min: 102.64 / Avg: 103.24 / Max: 104.43

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 Compilestockperformance90180270360450SE +/- 0.10, N = 3SE +/- 0.21, N = 3430.85399.75
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Godot Game Engine Compilation 4.0Time To Compilestockperformance80160240320400Min: 430.74 / Avg: 430.85 / Max: 431.05Min: 399.37 / Avg: 399.75 / Max: 400.1

Timed PHP Compilation

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

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed PHP Compilation 8.1.9Time To Compilestockperformance1530456075SE +/- 0.18, N = 3SE +/- 0.17, N = 368.1865.28
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed PHP Compilation 8.1.9Time To Compilestockperformance1326395265Min: 67.88 / Avg: 68.18 / Max: 68.49Min: 65.02 / Avg: 65.28 / Max: 65.6

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 6.1Time To Compilestockperformance1326395265SE +/- 0.03, N = 3SE +/- 0.05, N = 356.2050.97
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed FFmpeg Compilation 6.1Time To Compilestockperformance1122334455Min: 56.15 / Avg: 56.2 / Max: 56.23Min: 50.92 / Avg: 50.97 / Max: 51.08

Timed Apache Compilation

This test times how long it takes to build the Apache HTTPD web server. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Apache Compilation 2.4.41Time To Compilestockperformance510152025SE +/- 0.01, N = 3SE +/- 0.06, N = 320.2219.71
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Apache Compilation 2.4.41Time To Compilestockperformance510152025Min: 20.19 / Avg: 20.22 / Max: 20.24Min: 19.62 / Avg: 19.71 / Max: 19.83

Blender

Blender is an open-source 3D creation and modeling software project. This test is of Blender's Cycles performance with various sample files. GPU computing via NVIDIA OptiX and NVIDIA CUDA is currently supported as well as HIP for AMD Radeon GPUs and Intel oneAPI for Intel Graphics. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.0Blend File: BMW27 - Compute: CPU-Onlystockperformance306090120150SE +/- 0.04, N = 3SE +/- 0.05, N = 3148.69131.21
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.0Blend File: BMW27 - Compute: CPU-Onlystockperformance306090120150Min: 148.62 / Avg: 148.69 / Max: 148.77Min: 131.12 / Avg: 131.21 / Max: 131.27

Appleseed

Appleseed is an open-source production renderer focused on physically-based global illumination rendering engine primarily designed for animation and visual effects. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: Emilystockperformance80160240320400369.68333.21

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: Disney Materialstockperformance50100150200250205.22182.14

GIMP

GIMP is an open-source image manipulaton program. This test profile will use the system-provided GIMP program otherwise on Windows relys upon a pre-packaged Windows binary from upstream GIMP.org. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.34Test: unsharp-maskstockperformance48121620SE +/- 0.06, N = 4SE +/- 0.06, N = 415.4515.35
OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.34Test: unsharp-maskstockperformance48121620Min: 15.34 / Avg: 15.45 / Max: 15.62Min: 15.2 / Avg: 15.35 / Max: 15.49

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.34Test: resizestockperformance3691215SE +/- 0.08, N = 4SE +/- 0.03, N = 413.4913.39
OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.34Test: resizestockperformance48121620Min: 13.29 / Avg: 13.49 / Max: 13.63Min: 13.32 / Avg: 13.39 / Max: 13.45

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.34Test: rotatestockperformance3691215SE +/- 0.03, N = 4SE +/- 0.04, N = 413.1913.29
OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.34Test: rotatestockperformance48121620Min: 13.13 / Avg: 13.19 / Max: 13.26Min: 13.18 / Avg: 13.29 / Max: 13.38

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.34Test: auto-levelsstockperformance48121620SE +/- 0.01, N = 4SE +/- 0.01, N = 413.8813.81
OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.34Test: auto-levelsstockperformance48121620Min: 13.85 / Avg: 13.88 / Max: 13.91Min: 13.77 / Avg: 13.81 / Max: 13.83

Darktable

Darktable is an open-source photography / workflow application this will use any system-installed Darktable program or on Windows will automatically download the pre-built binary from the project. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 4.4.2Test: Boat - Acceleration: CPU-onlystockperformance246810SE +/- 0.003, N = 6SE +/- 0.012, N = 66.1445.566
OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 4.4.2Test: Boat - Acceleration: CPU-onlystockperformance246810Min: 6.13 / Avg: 6.14 / Max: 6.15Min: 5.52 / Avg: 5.57 / Max: 5.6

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 4.4.2Test: Masskrug - Acceleration: CPU-onlystockperformance0.87011.74022.61033.48044.3505SE +/- 0.012, N = 7SE +/- 0.009, N = 73.8673.643
OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 4.4.2Test: Masskrug - Acceleration: CPU-onlystockperformance246810Min: 3.84 / Avg: 3.87 / Max: 3.94Min: 3.61 / Avg: 3.64 / Max: 3.68

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 4.4.2Test: Server Room - Acceleration: CPU-onlystockperformance0.63341.26681.90022.53363.167SE +/- 0.004, N = 8SE +/- 0.002, N = 82.8152.637
OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 4.4.2Test: Server Room - Acceleration: CPU-onlystockperformance246810Min: 2.8 / Avg: 2.82 / Max: 2.84Min: 2.63 / Avg: 2.64 / Max: 2.65

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 4.4.2Test: Server Rack - Acceleration: CPU-onlystockperformance0.08820.17640.26460.35280.441SE +/- 0.003, N = 15SE +/- 0.002, N = 120.3920.354
OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 4.4.2Test: Server Rack - Acceleration: CPU-onlystockperformance12345Min: 0.38 / Avg: 0.39 / Max: 0.41Min: 0.35 / Avg: 0.35 / Max: 0.37

RawTherapee

RawTherapee is a cross-platform, open-source multi-threaded RAW image processing program. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterRawTherapeeTotal Benchmark Timestockperformance1326395265SE +/- 0.07, N = 3SE +/- 0.05, N = 359.7557.481. RawTherapee, version 5.9, command line.
OpenBenchmarking.orgSeconds, Fewer Is BetterRawTherapeeTotal Benchmark Timestockperformance1224364860Min: 59.67 / Avg: 59.75 / Max: 59.88Min: 57.38 / Avg: 57.48 / Max: 57.541. RawTherapee, version 5.9, command line.

OpenSCAD

OpenSCAD is a programmer-focused solid 3D CAD modeller. OpenSCAD is free software and allows creating 3D CAD objects in a script-based modelling environment. This test profile will use the system-provided OpenSCAD program otherwise and time how long it takes tn render different SCAD assets to PNG output. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenSCADRender: Projector Mount Swivelstockperformance0.95871.91742.87613.83484.7935SE +/- 0.015, N = 8SE +/- 0.015, N = 84.2454.2611. OpenSCAD version 2021.01
OpenBenchmarking.orgSeconds, Fewer Is BetterOpenSCADRender: Projector Mount Swivelstockperformance246810Min: 4.19 / Avg: 4.25 / Max: 4.32Min: 4.18 / Avg: 4.26 / Max: 4.321. OpenSCAD version 2021.01

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenSCADRender: Pistolstockperformance1224364860SE +/- 0.28, N = 3SE +/- 0.06, N = 355.4955.091. OpenSCAD version 2021.01
OpenBenchmarking.orgSeconds, Fewer Is BetterOpenSCADRender: Pistolstockperformance1122334455Min: 54.97 / Avg: 55.48 / Max: 55.93Min: 54.99 / Avg: 55.09 / Max: 55.181. OpenSCAD version 2021.01

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenSCADRender: Mini-ITX Casestockperformance612182430SE +/- 0.14, N = 3SE +/- 0.05, N = 325.6525.711. OpenSCAD version 2021.01
OpenBenchmarking.orgSeconds, Fewer Is BetterOpenSCADRender: Mini-ITX Casestockperformance612182430Min: 25.49 / Avg: 25.65 / Max: 25.93Min: 25.65 / Avg: 25.71 / Max: 25.81. OpenSCAD version 2021.01

ParaView

MinAvgMaxstock5.223.335.0performance5.124.238.6OpenBenchmarking.orgWatts, Fewer Is BetterParaView 5.10.1CPU Power Consumption Monitor1122334455

MinAvgMaxstock5.217.235.1performance5.018.648.2OpenBenchmarking.orgWatts, Fewer Is BetterParaView 5.10.1CPU Power Consumption Monitor1428425670

MinAvgMaxstock5.013.730.4performance4.913.930.8OpenBenchmarking.orgWatts, Fewer Is BetterParaView 5.10.1CPU Power Consumption Monitor918273645

127 Results Shown

CPU Power Consumption Monitor
PyTorch:
  CPU - 1 - ResNet-152
  CPU - 1 - ResNet-50
  CPU - 1 - Efficientnet_v2_l
  CPU - 64 - ResNet-50
  CPU - 64 - ResNet-152
  CPU - 64 - Efficientnet_v2_l
OpenVINO:
  Face Detection FP16-INT8 - CPU
  Age Gender Recognition Retail 0013 FP16-INT8 - CPU
  Weld Porosity Detection FP16-INT8 - CPU
  Vehicle Detection FP16-INT8 - CPU
  Person Vehicle Bike Detection FP16 - CPU
  Machine Translation EN To DE FP16 - CPU
  Face Detection Retail FP16-INT8 - CPU
  Handwritten English Recognition FP16-INT8 - CPU
ParaView:
  Many Spheres - 1920 x 1080
  Wavelet Contour - 1920 x 1080
  Wavelet Volume - 1920 x 1080
3DMark Wild Life Extreme
GravityMark
Kvazaar
Unigine Superposition
Unigine Superposition
uvg266:
  Bosphorus 4K - Very Fast
  Bosphorus 4K - Super Fast
  Bosphorus 4K - Ultra Fast
VVenC:
  Bosphorus 4K - Fast
  Bosphorus 4K - Faster
Embree:
  Pathtracer ISPC - Asian Dragon
  Pathtracer ISPC - Crown
  Preset 13 - Bosphorus 4K
  Preset 12 - Bosphorus 4K
  Preset 8 - Bosphorus 4K
  Preset 4 - Bosphorus 4K
  Bosphorus 4K - Very Fast
Embree
SVT-AV1:
  Preset 12 - Bosphorus 4K
  Preset 8 - Bosphorus 4K
  Preset 4 - Bosphorus 4K
Kvazaar
Kvazaar
Embree
SVT-AV1
Kvazaar
TensorFlow:
  CPU - 1 - ResNet-50
  CPU - 64 - ResNet-50
IndigoBench
IndigoBench:
  CPU - Supercar
  CPU - Bedroom
Zstd Compression
Zstd Compression:
  12 - Decompression Speed
  19 - Compression Speed
Zstd Compression
Zstd Compression:
  12 - Compression Speed
  19 - Decompression Speed
  19, Long Mode - Compression Speed
Zstd Compression:
  19, Long Mode - Decompression Speed
  1 - Decompression Speed
  3 - Decompression Speed
Zstd Compression
LZ4 Compression
LZ4 Compression:
  1 - Compression Speed
  1 - Decompression Speed
  3 - Compression Speed
  3 - Decompression Speed
  9 - Compression Speed
  9 - Decompression Speed
ParaView:
  Many Spheres - 1920 x 1080
  Wavelet Contour - 1920 x 1080
  Decompression Rating
7-Zip Compression:
  Compression Rating
  Decompression Rating
ParaView:
  Wavelet Volume - 1920 x 1080
  Speedometer - Google Chrome
Selenium
Selenium
Selenium
GLmark2
PHPBench
Selenium
PHPBench
Llamafile
Llamafile
Llamafile
VKMark
Chaos Group V-RAY
PyBench
PyPerformance:
  crypto_pyaes
  django_template
  json_loads
  python_startup
  regex_compile
Selenium:
  WASM collisionDetection - Google Chrome
  WASM imageConvolute - Google Chrome
  Kraken - Google Chrome
OpenVINO:
  Face Detection FP16-INT8 - CPU
  Age Gender Recognition Retail 0013 FP16-INT8 - CPU
  Weld Porosity Detection FP16-INT8 - CPU
  Vehicle Detection FP16-INT8 - CPU
  Person Vehicle Bike Detection FP16 - CPU
  Machine Translation EN To DE FP16 - CPU
  Face Detection Retail FP16-INT8 - CPU
  Handwritten English Recognition FP16-INT8 - CPU
Selenium
Timed Linux Kernel Compilation
Timed Godot Game Engine Compilation
Timed PHP Compilation
Timed FFmpeg Compilation
Timed Apache Compilation
Blender
Appleseed:
  Emily
  Disney Material
GIMP:
  unsharp-mask
  resize
  rotate
  auto-levels
Darktable:
  Boat - CPU-only
  Masskrug - CPU-only
  Server Room - CPU-only
  Server Rack - CPU-only
RawTherapee
OpenSCAD:
  Projector Mount Swivel
  Pistol
  Mini-ITX Case
ParaView:
  CPU Power Consumption Monitor:
    Watts
    Watts
    Watts