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 2410105-NE-2402117NE25
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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
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stock
January 20
  5 Hours, 21 Minutes
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February 06
  5 Hours, 43 Minutes
AMD Radeon HD 6750 - AMD Ryzen 7 2700X Eight-Core
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Tuxedo Drivers Ryzen 7 7840HS Linux PerfProcessorMotherboardChipsetMemoryDiskGraphicsAudioNetworkMonitorOSKernelDesktopDisplay ServerOpenGLCompilerFile-SystemScreen ResolutionstockperformanceAMD Radeon HD 6750 - AMD Ryzen 7 2700X Eight-CoreAMD 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 13.2.0ext42880x1800AMD Ryzen 7 2700X Eight-Core @ 3.70GHz (8 Cores / 16 Threads)ASRock B450M-HDV R4.0 (P10.10 BIOS)AMD 17h2 x 16GB DDR4-2133MT/s CMK32GX4M2B3000C15SSD 256GBAMD Radeon HD 6750 1GBAMD Juniper HDMI AudioSyncMasterRealtek RTL8111/8168/8211/8411Linuxmint 226.8.0-38-generic (x86_64)Cinnamon 6.2.9X Server 1.21.1.114.5 Mesa 24.0.9-0ubuntu0.1 (LLVM 17.0.6)1920x1080OpenBenchmarking.orgKernel Details- Transparent Huge Pages: madviseCompiler Details- stock: --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 - performance: --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 - AMD Radeon HD 6750 - AMD Ryzen 7 2700X Eight-Core: --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-backtrace --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-13-uJ7kn6/gcc-13-13.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-13-uJ7kn6/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-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v Processor Details- stock: Scaling Governor: amd-pstate-epp powersave (EPP: balance_performance) - CPU Microcode: 0xa704104- performance: Scaling Governor: amd-pstate-epp powersave (EPP: balance_performance) - CPU Microcode: 0xa704104- AMD Radeon HD 6750 - AMD Ryzen 7 2700X Eight-Core: Scaling Governor: acpi-cpufreq schedutil (Boost: Enabled) - CPU Microcode: 0x800820dGraphics Details- stock: GLAMOR - BAR1 / Visible vRAM Size: 4096 MB - vBIOS Version: 113-PHXGENERIC-001- performance: GLAMOR - BAR1 / Visible vRAM Size: 4096 MB - vBIOS Version: 113-PHXGENERIC-001- AMD Radeon HD 6750 - AMD Ryzen 7 2700X Eight-Core: GLAMORPython Details- stock: Python 3.11.6- performance: Python 3.11.6- AMD Radeon HD 6750 - AMD Ryzen 7 2700X Eight-Core: Python 3.12.3Security Details- stock: 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 - performance: 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 - AMD Radeon HD 6750 - AMD Ryzen 7 2700X Eight-Core: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + reg_file_data_sampling: Not affected + retbleed: Mitigation of untrained return thunk; SMT vulnerable + 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 Retpolines; IBPB: conditional; STIBP: disabled; RSB filling; PBRSB-eIBRS: Not affected; BHI: Not affected + srbds: Not affected + tsx_async_abort: Not affected

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 CasestockperformanceAMD Radeon HD 6750 - AMD Ryzen 7 2700X Eight-Core20.3249.9412.0130.2212.758.319.9019400.10997.22582.18542.9760.321735.47221.4329.43155.82231.4696.5142.836.1368.916.9317.8721.224.0728.41111.1522100.91028.7673.64021.3913.332498.37426.9712.5822.884.1221.8531949.912.3121.11619.56.851574.6878.165574.7138.275048.544.545257.51623.8332949.85875487636063703.303295183.4174538288.39211038665.489.0326461061058745.521.211.87.3071.4258.2319.23422.3403.270.387.936.837.3366.214.5535.912524113.468430.84568.17656.20220.222148.69369.681163205.224115.45113.48513.18713.8766.1443.8672.8150.39259.7454.24555.48525.65021.3350.8812.1031.8813.528.7311.3422003.951150.78663.25614.6367.321999.21256.2429.42162.54239.2097.5042.841.2969.019.9821.4225.674.4268.18712.1618110.99233.7084.14924.4614.1399106.44131.0612.9523.194.6492.0881986.912.4120.91638.96.801557.8879.975594.7137.825043.944.505219.71693.8332949.41278807700013827.156296186.9094597286.90611039965.559.1126511194359345.521.011.87.2871.1258.8519.32422.4352.270.336.905.996.4659.343.9531.132546103.240399.74865.27850.97319.709131.21333.212986182.14276515.34913.39013.29013.8075.5663.6432.6370.35457.4804.26155.09225.706OpenBenchmarking.org

CPU Power Consumption Monitor

OpenBenchmarking.orgWattsCPU Power Consumption MonitorPhoronix Test Suite System Monitoringperformancestock1122334455Min: 2.5 / Avg: 34.09 / Max: 54.71Min: 2.65 / Avg: 26.43 / Max: 35.64

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-152performancestock510152025SE +/- 0.06, N = 3SE +/- 0.12, N = 321.3320.32MIN: 17.23 / MAX: 22.16MIN: 13.74 / MAX: 21.11

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.1Device: CPU - Batch Size: 1 - Model: ResNet-50performancestock1122334455SE +/- 0.26, N = 3SE +/- 0.71, N = 350.8849.94MIN: 39.51 / MAX: 53.02MIN: 31.46 / MAX: 52.62

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.1Device: CPU - Batch Size: 1 - Model: Efficientnet_v2_lperformancestock3691215SE +/- 0.13, N = 3SE +/- 0.01, N = 312.1012.01MIN: 9.85 / MAX: 12.78MIN: 9.63 / MAX: 12.36

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.1Device: CPU - Batch Size: 64 - Model: ResNet-50performancestock714212835SE +/- 0.31, N = 3SE +/- 0.13, N = 331.8830.22MIN: 21.53 / MAX: 33.62MIN: 19.6 / MAX: 31.2

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.1Device: CPU - Batch Size: 64 - Model: ResNet-152performancestock3691215SE +/- 0.10, N = 3SE +/- 0.04, N = 313.5212.75MIN: 8.45 / MAX: 14.03MIN: 8.78 / MAX: 13.12

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.1Device: CPU - Batch Size: 64 - Model: Efficientnet_v2_lperformancestock246810SE +/- 0.09, N = 3SE +/- 0.09, N = 38.738.31MIN: 5.86 / MAX: 9.52MIN: 5.73 / MAX: 8.96

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: CPUperformancestock3691215SE +/- 0.01, N = 3SE +/- 0.01, N = 311.349.901. (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: CPUperformancestock5K10K15K20K25KSE +/- 18.25, N = 3SE +/- 9.12, N = 322003.9519400.101. (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: CPUperformancestock2004006008001000SE +/- 0.97, N = 3SE +/- 0.75, N = 31150.78997.221. (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: CPUperformancestock140280420560700SE +/- 0.80, N = 3SE +/- 0.23, N = 3663.25582.181. (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: CPUperformancestock130260390520650SE +/- 0.97, N = 3SE +/- 1.33, N = 3614.63542.971. (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: CPUperformancestock1530456075SE +/- 0.08, N = 3SE +/- 0.04, N = 367.3260.321. (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: Face Detection Retail FP16-INT8 - Device: CPUperformancestock400800120016002000SE +/- 0.93, N = 3SE +/- 0.83, N = 31999.211735.471. (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: CPUperformancestock60120180240300SE +/- 0.23, N = 3SE +/- 0.86, N = 3256.24221.431. (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 1080performancestock714212835SE +/- 0.00, N = 3SE +/- 0.00, N = 329.4229.43

OpenBenchmarking.orgFrames / Sec, More Is BetterParaView 5.10.1Test: Wavelet Contour - Resolution: 1920 x 1080performancestock4080120160200SE +/- 0.35, N = 5SE +/- 1.20, N = 5162.54155.82

OpenBenchmarking.orgFrames / Sec, More Is BetterParaView 5.10.1Test: Wavelet Volume - Resolution: 1920 x 1080performancestock50100150200250SE +/- 2.25, N = 15SE +/- 2.06, N = 15239.20231.46

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 1080performancestock20406080100SE +/- 0.15, N = 3SE +/- 0.08, N = 397.5096.51

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: Vulkanperformancestock1020304050SE +/- 0.43, N = 3SE +/- 0.45, N = 342.842.8

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 Fastperformancestock918273645SE +/- 0.07, N = 4SE +/- 0.05, N = 441.2936.131. (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: OpenGLperformancestock0.470.941.411.882.351.6662.089

OpenBenchmarking.orgFrames Per Second, More Is BetterUnigine Superposition 1.0Resolution: 1920 x 1080 - Mode: Fullscreen - Quality: Low - Renderer: OpenGLperformancestock1530456075SE +/- 0.62, N = 7SE +/- 0.12, N = 369.068.9MAX: 103.8MAX: 101

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 Fastperformancestock510152025SE +/- 0.22, N = 4SE +/- 0.04, N = 319.9816.93

OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 4K - Video Preset: Super Fastperformancestock510152025SE +/- 0.01, N = 3SE +/- 0.02, N = 321.4217.87

OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 4K - Video Preset: Ultra Fastperformancestock612182430SE +/- 0.02, N = 3SE +/- 0.03, N = 325.6721.22

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: Fastperformancestock0.99591.99182.98773.98364.9795SE +/- 0.006, N = 3SE +/- 0.038, N = 34.4264.0721. (CXX) g++ options: -O3 -flto=auto -fno-fat-lto-objects

OpenBenchmarking.orgFrames Per Second, More Is BetterVVenC 1.9Video Input: Bosphorus 4K - Video Preset: Fasterperformancestock246810SE +/- 0.013, N = 3SE +/- 0.008, N = 38.1878.4111. (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 Dragonperformancestock0.09160.18320.27480.36640.4580.2820.407

OpenBenchmarking.orgFrames Per Second Per Watt, More Is BetterEmbree 4.3Binary: Pathtracer ISPC - Model: Crownperformancestock0.07560.15120.22680.30240.3780.2400.336

SVT-AV1

OpenBenchmarking.orgFrames Per Second Per Watt, More Is BetterSVT-AV1 1.8Encoder Mode: Preset 13 - Input: Bosphorus 4Kperformancestock1.04292.08583.12874.17165.21453.6674.635

OpenBenchmarking.orgFrames Per Second Per Watt, More Is BetterSVT-AV1 1.8Encoder Mode: Preset 12 - Input: Bosphorus 4Kperformancestock1.07172.14343.21514.28685.35853.8224.763

OpenBenchmarking.orgFrames Per Second Per Watt, More Is BetterSVT-AV1 1.8Encoder Mode: Preset 8 - Input: Bosphorus 4Kperformancestock0.22640.45280.67920.90561.1320.8191.006

OpenBenchmarking.orgFrames Per Second Per Watt, More Is BetterSVT-AV1 1.8Encoder Mode: Preset 4 - Input: Bosphorus 4Kperformancestock0.02630.05260.07890.10520.13150.0910.117

Kvazaar

OpenBenchmarking.orgFrames Per Second Per Watt, More Is BetterKvazaar 2.2Video Input: Bosphorus 4K - Video Preset: Very Fastperformancestock0.15680.31360.47040.62720.7840.5400.697

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: Crownperformancestock3691215SE +/- 0.01, N = 3SE +/- 0.00, N = 312.1611.15MIN: 12.01 / MAX: 12.57MIN: 11.02 / MAX: 11.44

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 4Kperformancestock20406080100SE +/- 0.22, N = 6SE +/- 0.12, N = 6110.99100.911. (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 4Kperformancestock816243240SE +/- 0.03, N = 3SE +/- 0.16, N = 333.7128.771. (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 4Kperformancestock0.93351.8672.80053.7344.6675SE +/- 0.005, N = 3SE +/- 0.017, N = 34.1493.6401. (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 Fastperformancestock612182430SE +/- 0.28, N = 4SE +/- 0.21, N = 324.4621.391. (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 Fastperformancestock0.20270.40540.60810.81081.01350.7030.901

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 Dragonperformancestock48121620SE +/- 0.03, N = 3SE +/- 0.01, N = 314.1413.33MIN: 13.98 / MAX: 14.43MIN: 13.23 / MAX: 13.55

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 4Kperformancestock20406080100SE +/- 1.95, N = 15SE +/- 1.01, N = 15106.4498.371. (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 Fastperformancestock714212835SE +/- 0.07, N = 3SE +/- 0.02, N = 331.0626.971. (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-50performancestock3691215SE +/- 0.02, N = 4SE +/- 0.02, N = 412.9512.58

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 64 - Model: ResNet-50performancestock612182430SE +/- 0.25, N = 3SE +/- 0.01, N = 323.1922.88

IndigoBench

OpenBenchmarking.orgM samples/s Per Watt, More Is BetterIndigoBench 4.4Acceleration: CPU - Scene: Bedroomperformancestock0.01280.02560.03840.05120.0640.0420.057

OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: CPU - Scene: Supercarperformancestock1.0462.0923.1384.1845.23SE +/- 0.011, N = 3SE +/- 0.011, N = 34.6494.122

OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: CPU - Scene: Bedroomperformancestock0.46980.93961.40941.87922.349SE +/- 0.003, N = 3SE +/- 0.006, N = 32.0881.853

Zstd Compression

OpenBenchmarking.orgMB/s Per Watt, More Is BetterZstd Compression 1.5.4Compression Level: 12 - Decompression Speedperformancestock2040608010088.9290.05

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 12 - Decompression Speedperformancestock400800120016002000SE +/- 9.54, N = 3SE +/- 27.48, N = 31986.91949.91. (CC) gcc options: -O3 -pthread -lz -llzma

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 19 - Compression Speedperformancestock3691215SE +/- 0.03, N = 3SE +/- 0.03, N = 312.412.31. (CC) gcc options: -O3 -pthread -lz -llzma

OpenBenchmarking.orgMB/s Per Watt, More Is BetterZstd Compression 1.5.4Compression Level: 19 - Decompression Speedperformancestock2040608010083.0981.92

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 12 - Compression Speedperformancestock306090120150SE +/- 0.35, N = 3SE +/- 0.47, N = 3120.9121.11. (CC) gcc options: -O3 -pthread -lz -llzma

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 19 - Decompression Speedperformancestock400800120016002000SE +/- 10.94, N = 3SE +/- 4.94, N = 31638.91619.51. (CC) gcc options: -O3 -pthread -lz -llzma

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.4Compression Level: 19, Long Mode - Compression Speedperformancestock246810SE +/- 0.04, N = 3SE +/- 0.06, N = 36.806.851. (CC) gcc options: -O3 -pthread -lz -llzma

OpenBenchmarking.orgMB/s Per Watt, More Is BetterZstd Compression 1.5.4Compression Level: 19, Long Mode - Decompression Speedperformancestock20406080100101.27102.12

LZ4 Compression

OpenBenchmarking.orgMB/s Per Watt, More Is BetterLZ4 Compression 1.9.4Compression Level: 1 - Decompression Speedperformancestock90180270360450437.70428.69

OpenBenchmarking.orgMB/s Per Watt, More Is BetterLZ4 Compression 1.9.4Compression Level: 3 - Decompression Speedperformancestock90180270360450391.14392.33

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 Speedperformancestock30060090012001500SE +/- 1.31, N = 3SE +/- 5.90, N = 31557.81574.61. (CC) gcc options: -O3 -pthread -lz -llzma

LZ4 Compression

OpenBenchmarking.orgMB/s Per Watt, More Is BetterLZ4 Compression 1.9.4Compression Level: 9 - Decompression Speedperformancestock90180270360450416.86416.32

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.4Compression Level: 1 - Compression Speedperformancestock2004006008001000SE +/- 1.58, N = 3SE +/- 2.46, N = 3879.97878.161. (CC) gcc options: -O3

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.4Compression Level: 1 - Decompression Speedperformancestock12002400360048006000SE +/- 6.53, N = 3SE +/- 4.68, N = 35594.75574.71. (CC) gcc options: -O3

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.4Compression Level: 3 - Compression Speedperformancestock306090120150SE +/- 0.14, N = 3SE +/- 0.26, N = 3137.82138.271. (CC) gcc options: -O3

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.4Compression Level: 3 - Decompression Speedperformancestock11002200330044005500SE +/- 19.77, N = 3SE +/- 10.93, N = 35043.95048.51. (CC) gcc options: -O3

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.4Compression Level: 9 - Compression Speedperformancestock1020304050SE +/- 0.18, N = 3SE +/- 0.22, N = 344.5044.541. (CC) gcc options: -O3

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.4Compression Level: 9 - Decompression Speedperformancestock11002200330044005500SE +/- 30.09, N = 3SE +/- 19.83, N = 35219.75257.51. (CC) gcc options: -O3

7-Zip Compression

OpenBenchmarking.orgMIPS Per Watt, More Is Better7-Zip Compression 22.01Test: Decompression Ratingperformancestock50010001500200025001694.292219.33

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 22.01Test: Compression Ratingperformancestock20K40K60K80K100KSE +/- 32.20, N = 3SE +/- 125.57, N = 378807754871. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 22.01Test: Decompression Ratingperformancestock15K30K45K60K75KSE +/- 420.21, N = 3SE +/- 280.35, N = 370001636061. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

Selenium

OpenBenchmarking.orgRuns Per Minute Per Watt, More Is BetterSeleniumBenchmark: Speedometer - Browser: Google Chromeperformancestock51015202521.7321.31

OpenBenchmarking.orgRuns Per Minute, More Is BetterSeleniumBenchmark: Speedometer - Browser: Google Chromeperformancestock60120180240300SE +/- 1.53, N = 3SE +/- 1.76, N = 32962951. chrome 120.0.6099.224

Benchmark: Speedometer - Browser: Google Chrome

AMD Radeon HD 6750 - AMD Ryzen 7 2700X Eight-Core: The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'selenium'

OpenBenchmarking.orgScore Per Watt, More Is BetterSeleniumBenchmark: Jetstream 2 - Browser: Google Chromeperformancestock51015202518.6417.83

OpenBenchmarking.orgScore, More Is BetterSeleniumBenchmark: Jetstream 2 - Browser: Firefoxperformancestock4080120160200SE +/- 1.40, N = 11SE +/- 1.49, N = 3186.91183.421. firefox 121.0.1

Benchmark: Jetstream 2 - Browser: Firefox

AMD Radeon HD 6750 - AMD Ryzen 7 2700X Eight-Core: The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'selenium'

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)

AMD Radeon HD 6750 - AMD Ryzen 7 2700X Eight-Core: The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'selenium'

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 1080performancestock1000200030004000500045974538

PHPBench

OpenBenchmarking.orgScore Per Watt, More Is BetterPHPBench 0.8.1PHP Benchmark Suiteperformancestock20K40K60K80K100K91884.8190621.73

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 Chromeperformancestock60120180240300SE +/- 0.71, N = 3SE +/- 3.11, N = 3286.91288.391. chrome 120.0.6099.224

Benchmark: Jetstream 2 - Browser: Google Chrome

AMD Radeon HD 6750 - AMD Ryzen 7 2700X Eight-Core: The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'selenium'

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 Suiteperformancestock200K400K600K800K1000KSE +/- 3091.62, N = 3SE +/- 5109.68, N = 311039961103866

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: CPUperformancestock1.24882.49763.74644.99526.244SE +/- 0.00, N = 3SE +/- 0.01, N = 35.555.48

OpenBenchmarking.orgTokens Per Second Per Watt, More Is BetterLlamafile 0.6Test: llava-v1.5-7b-q4 - Acceleration: CPUperformancestock0.0650.130.1950.260.3250.2100.289

OpenBenchmarking.orgTokens Per Second, More Is BetterLlamafile 0.6Test: llava-v1.5-7b-q4 - Acceleration: CPUperformancestock3691215SE +/- 0.00, N = 3SE +/- 0.00, N = 39.119.03

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: Mailboxperformancestock6001200180024003000SE +/- 1.15, N = 3SE +/- 0.88, N = 3265126461. (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: CPUperformancestock3K6K9K12K15KSE +/- 93.51, N = 3SE +/- 41.36, N = 31194310610

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 Timesperformancestock130260390520650SE +/- 2.78, N = 4SE +/- 2.33, N = 4593587

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_pyaesperformancestock1020304050SE +/- 0.00, N = 3SE +/- 0.03, N = 345.545.5

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: django_templateperformancestock510152025SE +/- 0.03, N = 3SE +/- 0.07, N = 321.021.2

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: json_loadsperformancestock3691215SE +/- 0.00, N = 3SE +/- 0.00, N = 311.811.8

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: python_startupperformancestock246810SE +/- 0.01, N = 3SE +/- 0.00, N = 37.287.30

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: regex_compileperformancestock1632486480SE +/- 0.10, N = 3SE +/- 0.09, N = 371.171.4

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 Chromeperformancestock60120180240300SE +/- 0.58, N = 4SE +/- 0.04, N = 4258.85258.231. chrome 120.0.6099.224

Benchmark: WASM collisionDetection - Browser: Google Chrome

AMD Radeon HD 6750 - AMD Ryzen 7 2700X Eight-Core: The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'selenium'

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: WASM imageConvolute - Browser: Google Chromeperformancestock510152025SE +/- 0.06, N = 6SE +/- 0.02, N = 619.3219.231. chrome 120.0.6099.224

Benchmark: WASM imageConvolute - Browser: Google Chrome

AMD Radeon HD 6750 - AMD Ryzen 7 2700X Eight-Core: The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'selenium'

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: Kraken - Browser: Google Chromeperformancestock90180270360450SE +/- 1.34, N = 3SE +/- 0.17, N = 3422.4422.31. chrome 120.0.6099.224

Benchmark: Kraken - Browser: Google Chrome

AMD Radeon HD 6750 - AMD Ryzen 7 2700X Eight-Core: The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'selenium'

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: CPUperformancestock90180270360450SE +/- 0.37, N = 3SE +/- 0.17, N = 3352.27403.27MIN: 250.33 / MAX: 410.52MIN: 194.05 / MAX: 453.011. (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: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPUperformancestock0.08550.1710.25650.3420.4275SE +/- 0.00, N = 3SE +/- 0.00, N = 30.330.38MIN: 0.19 / MAX: 9.78MIN: 0.19 / MAX: 7.731. (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: Weld Porosity Detection FP16-INT8 - Device: CPUperformancestock246810SE +/- 0.01, N = 3SE +/- 0.00, N = 36.907.93MIN: 3.65 / MAX: 24.71MIN: 4.16 / MAX: 25.91. (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: CPUperformancestock246810SE +/- 0.01, N = 3SE +/- 0.00, N = 35.996.83MIN: 3.35 / MAX: 22.84MIN: 4.03 / MAX: 19.871. (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: CPUperformancestock246810SE +/- 0.01, N = 3SE +/- 0.02, N = 36.467.33MIN: 4.46 / MAX: 20.84MIN: 5.45 / MAX: 17.771. (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: CPUperformancestock1530456075SE +/- 0.07, N = 3SE +/- 0.04, N = 359.3466.21MIN: 34.42 / MAX: 85.01MIN: 41.75 / MAX: 97.231. (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: CPUperformancestock1.02382.04763.07144.09525.119SE +/- 0.00, N = 3SE +/- 0.00, N = 33.954.55MIN: 2.35 / MAX: 13.73MIN: 2.69 / MAX: 25.681. (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: CPUperformancestock816243240SE +/- 0.03, N = 3SE +/- 0.15, N = 331.1335.91MIN: 19.45 / MAX: 58.37MIN: 25.74 / MAX: 58.331. (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 Chromeperformancestock5001000150020002500SE +/- 4.06, N = 3SE +/- 7.51, N = 3254625241. chrome 120.0.6099.224

Benchmark: PSPDFKit WASM - Browser: Google Chrome

AMD Radeon HD 6750 - AMD Ryzen 7 2700X Eight-Core: The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'selenium'

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: defconfigperformancestock306090120150SE +/- 0.60, N = 3SE +/- 0.56, N = 3103.24113.47

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 Compileperformancestock90180270360450SE +/- 0.21, N = 3SE +/- 0.10, N = 3399.75430.85

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 Compileperformancestock1530456075SE +/- 0.17, N = 3SE +/- 0.18, N = 365.2868.18

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 Compileperformancestock1326395265SE +/- 0.05, N = 3SE +/- 0.03, N = 350.9756.20

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 Compileperformancestock510152025SE +/- 0.06, N = 3SE +/- 0.01, N = 319.7120.22

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-Onlyperformancestock306090120150SE +/- 0.05, N = 3SE +/- 0.04, N = 3131.21148.69

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: Emilyperformancestock80160240320400333.21369.68

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: Disney Materialperformancestock50100150200250182.14205.22

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-maskperformancestock48121620SE +/- 0.06, N = 4SE +/- 0.06, N = 415.3515.45

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.34Test: resizeperformancestock3691215SE +/- 0.03, N = 4SE +/- 0.08, N = 413.3913.49

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.34Test: rotateperformancestock3691215SE +/- 0.04, N = 4SE +/- 0.03, N = 413.2913.19

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.34Test: auto-levelsperformancestock48121620SE +/- 0.01, N = 4SE +/- 0.01, N = 413.8113.88

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-onlyperformancestock246810SE +/- 0.012, N = 6SE +/- 0.003, N = 65.5666.144

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 4.4.2Test: Masskrug - Acceleration: CPU-onlyperformancestock0.87011.74022.61033.48044.3505SE +/- 0.009, N = 7SE +/- 0.012, N = 73.6433.867

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 4.4.2Test: Server Room - Acceleration: CPU-onlyperformancestock0.63341.26681.90022.53363.167SE +/- 0.002, N = 8SE +/- 0.004, N = 82.6372.815

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 4.4.2Test: Server Rack - Acceleration: CPU-onlyperformancestock0.08820.17640.26460.35280.441SE +/- 0.002, N = 12SE +/- 0.003, N = 150.3540.392

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 Timeperformancestock1326395265SE +/- 0.05, N = 3SE +/- 0.07, N = 357.4859.751. 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 Swivelperformancestock0.95871.91742.87613.83484.7935SE +/- 0.015, N = 8SE +/- 0.015, N = 84.2614.2451. OpenSCAD version 2021.01

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenSCADRender: Pistolperformancestock1224364860SE +/- 0.06, N = 3SE +/- 0.28, N = 355.0955.491. OpenSCAD version 2021.01

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenSCADRender: Mini-ITX Caseperformancestock612182430SE +/- 0.05, N = 3SE +/- 0.14, N = 325.7125.651. OpenSCAD version 2021.01

121 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
7-Zip Compression
7-Zip Compression:
  Compression Rating
  Decompression Rating
Selenium
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