Tuxedo Drivers Ryzen 7 7840HS Linux Perf

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

HTML result view exported from: https://openbenchmarking.org/result/2410105-NE-2402117NE25&grr.

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 Perfbuild-godot: Time To Compileunigine-super: 1920 x 1080 - Fullscreen - Low - OpenGLtensorflow: CPU - 64 - ResNet-50appleseed: Emilypytorch: CPU - 64 - Efficientnet_v2_lselenium: Jetstream 2 - Firefoxgravitymark: 1920 x 1080 - Vulkanllamafile: mistral-7b-instruct-v0.2.Q8_0 - CPUvvenc: Bosphorus 4K - Fastpytorch: CPU - 64 - ResNet-152blender: BMW27 - CPU-Onlyvkmark: 1920 x 1080 - Mailboxappleseed: Disney Materialglmark2: 1920 x 1080build-linux-kernel: defconfigpytorch: CPU - 1 - Efficientnet_v2_lv-ray: CPUvvenc: Bosphorus 4K - Fasterbuild-php: Time To Compilecompress-zstd: 19 - Decompression Speedcompress-zstd: 19 - Compression Speedembree: Pathtracer ISPC - Crowncompress-zstd: 19, Long Mode - Decompression Speedcompress-zstd: 19, Long Mode - Compression Speed3dmark: 1920 x 1080compress-zstd: 12 - Decompression Speedcompress-zstd: 12 - Compression Speedopenvino: Face Detection FP16-INT8 - CPUopenvino: Face Detection FP16-INT8 - CPUpyperformance: python_startupindigobench: CPU - Bedroomindigobench: CPU - Supercaropenvino: Machine Translation EN To DE FP16 - CPUopenvino: Machine Translation EN To DE FP16 - CPUopenvino: Person Vehicle Bike Detection FP16 - CPUopenvino: Person Vehicle Bike Detection FP16 - CPUopenvino: Handwritten English Recognition FP16-INT8 - CPUopenvino: Handwritten English Recognition FP16-INT8 - CPUopenvino: Vehicle Detection FP16-INT8 - CPUopenvino: Vehicle Detection FP16-INT8 - CPUopenvino: Face Detection Retail FP16-INT8 - CPUopenvino: Face Detection Retail FP16-INT8 - CPUopenvino: Weld Porosity Detection FP16-INT8 - CPUopenvino: Weld Porosity Detection FP16-INT8 - CPUopenvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUopenvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUpytorch: CPU - 64 - ResNet-50rawtherapee: Total Benchmark Timepytorch: CPU - 1 - ResNet-152openscad: Pistolembree: Pathtracer ISPC - Asian Dragonbuild-ffmpeg: Time To Compileselenium: Jetstream 2 - Google Chromesvt-av1: Preset 4 - Bosphorus 4Kparaview: Wavelet Volume - 1920 x 1080paraview: Wavelet Volume - 1920 x 1080uvg266: Bosphorus 4K - Very Fastsvt-av1: Preset 13 - Bosphorus 4Kllamafile: llava-v1.5-7b-q4 - CPUparaview: Many Spheres - 1920 x 1080paraview: Many Spheres - 1920 x 1080pyperformance: django_templatepyperformance: crypto_pyaesuvg266: Bosphorus 4K - Super Fastkvazaar: Bosphorus 4K - Very Fastpyperformance: regex_compileselenium: Speedometer - Google Chromeuvg266: Bosphorus 4K - Ultra Fastopenscad: Mini-ITX Casecompress-lz4: 9 - Decompression Speedcompress-lz4: 9 - Compression Speedcompress-7zip: Decompression Ratingcompress-7zip: Compression Ratingpytorch: CPU - 1 - ResNet-50compress-lz4: 1 - Decompression Speedcompress-lz4: 1 - Compression Speedcompress-lz4: 3 - Decompression Speedcompress-lz4: 3 - Compression Speedpyperformance: json_loadsselenium: PSPDFKit WASM - Google Chromekvazaar: Bosphorus 4K - Super Fastkvazaar: Bosphorus 4K - Ultra Fastsvt-av1: Preset 8 - Bosphorus 4Kgimp: unsharp-maskbuild-apache: Time To Compilegimp: auto-levelsparaview: Wavelet Contour - 1920 x 1080paraview: Wavelet Contour - 1920 x 1080pybench: Total For Average Test Timesphpbench: PHP Benchmark Suitegimp: resizegimp: rotatetensorflow: CPU - 1 - ResNet-50svt-av1: Preset 12 - Bosphorus 4Kdarktable: Boat - CPU-onlyselenium: Kraken - Google Chromedarktable: Masskrug - CPU-onlyselenium: WASM collisionDetection - Google Chromeopenscad: Projector Mount Swiveldarktable: Server Room - CPU-onlyselenium: WASM imageConvolute - Google Chromedarktable: Server Rack - CPU-onlyselenium: PSPDFKit WASM - FirefoxstockperformanceAMD Radeon HD 6750 - AMD Ryzen 7 2700X Eight-Core430.84568.922.88369.6811638.31183.41742.85.484.07212.75148.692646205.22414538113.46812.01106108.41168.1761619.512.311.15221574.66.8596.511949.9121.1403.279.907.301.8534.12266.2160.327.33542.9735.91221.436.83582.184.551735.477.93997.220.3819400.1030.2259.74520.3255.48513.332456.202288.3923.6403703.303231.4616.9398.3749.032949.85829.4321.245.517.8721.3971.429521.2225.6505257.544.54636067548749.945574.7878.165048.5138.2711.8252426.9736.1328.76715.45120.22213.8761623.833155.82587110386613.48513.18712.58100.9106.144422.33.867258.234.2452.81519.230.392399.74869.023.19333.2129868.73186.90942.85.554.42613.52131.212651182.1427654597103.24012.10119438.18765.2781638.912.412.16181557.86.8097.501986.9120.9352.2711.347.282.0884.64959.3467.326.46614.6331.13256.245.99663.253.951999.216.901150.780.3322003.9531.8857.48021.3355.09214.139950.973286.9064.1493827.156239.2019.98106.4419.112949.41229.4221.045.521.4224.4671.129625.6725.7065219.744.50700017880750.885594.7879.975043.9137.8211.8254631.0641.2933.70815.34919.70913.8071693.833162.54593110399613.39013.29012.95110.9925.566422.43.643258.854.2612.63719.320.354OpenBenchmarking.org

Timed Godot Game Engine Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Godot Game Engine Compilation 4.0Time To Compilestockperformance90180270360450SE +/- 0.10, N = 3SE +/- 0.21, N = 3430.85399.75

Unigine Superposition

Resolution: 1920 x 1080 - Mode: Fullscreen - Quality: Low - Renderer: OpenGL

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

TensorFlow

Device: CPU - Batch Size: 64 - Model: ResNet-50

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

Appleseed

Scene: Emily

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

PyTorch

Device: CPU - Batch Size: 64 - Model: Efficientnet_v2_l

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

Selenium

Benchmark: Jetstream 2 - Browser: Firefox

OpenBenchmarking.orgScore, More Is BetterSeleniumBenchmark: Jetstream 2 - Browser: Firefoxstockperformance4080120160200SE +/- 1.49, N = 3SE +/- 1.40, N = 11183.42186.911. firefox 121.0.1

GravityMark

Resolution: 1920 x 1080 - Renderer: Vulkan

OpenBenchmarking.orgFrames Per Second, More Is BetterGravityMark 1.82Resolution: 1920 x 1080 - Renderer: Vulkanstockperformance1020304050SE +/- 0.45, N = 3SE +/- 0.43, N = 342.842.8

Llamafile

Test: mistral-7b-instruct-v0.2.Q8_0 - Acceleration: CPU

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

VVenC

Video Input: Bosphorus 4K - Video Preset: Fast

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

PyTorch

Device: CPU - Batch Size: 64 - Model: ResNet-152

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

Blender

Blend File: BMW27 - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.0Blend File: BMW27 - Compute: CPU-Onlystockperformance306090120150SE +/- 0.04, N = 3SE +/- 0.05, N = 3148.69131.21

VKMark

Resolution: 1920 x 1080 - Present Mode: Mailbox

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

Appleseed

Scene: Disney Material

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

GLmark2

Resolution: 1920 x 1080

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

Timed Linux Kernel Compilation

Build: defconfig

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 6.1Build: defconfigstockperformance306090120150SE +/- 0.56, N = 3SE +/- 0.60, N = 3113.47103.24

PyTorch

Device: CPU - Batch Size: 1 - Model: Efficientnet_v2_l

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

Chaos Group V-RAY

Mode: CPU

OpenBenchmarking.orgvsamples, More Is BetterChaos Group V-RAY 5.02Mode: CPUstockperformance3K6K9K12K15KSE +/- 41.36, N = 3SE +/- 93.51, N = 31061011943

VVenC

Video Input: Bosphorus 4K - Video Preset: Faster

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

Timed PHP Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed PHP Compilation 8.1.9Time To Compilestockperformance1530456075SE +/- 0.18, N = 3SE +/- 0.17, N = 368.1865.28

Zstd Compression

Compression Level: 19 - Decompression Speed

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

Zstd Compression

Compression Level: 19 - Compression Speed

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

Embree

Binary: Pathtracer ISPC - Model: Crown

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

Zstd Compression

Compression Level: 19, Long Mode - Decompression Speed

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

Zstd Compression

Compression Level: 19, Long Mode - Compression Speed

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

3DMark Wild Life Extreme

Resolution: 1920 x 1080

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

Zstd Compression

Compression Level: 12 - Decompression Speed

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

Zstd Compression

Compression Level: 12 - Compression Speed

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

OpenVINO

Model: Face Detection FP16-INT8 - Device: CPU

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

OpenVINO

Model: Face Detection FP16-INT8 - Device: CPU

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

PyPerformance

Benchmark: python_startup

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: python_startupstockperformance246810SE +/- 0.00, N = 3SE +/- 0.01, N = 37.307.28

IndigoBench

Acceleration: CPU - Scene: Bedroom

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

IndigoBench

Acceleration: CPU - Scene: Supercar

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

OpenVINO

Model: Machine Translation EN To DE FP16 - Device: CPU

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

OpenVINO

Model: Machine Translation EN To DE FP16 - Device: CPU

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

OpenVINO

Model: Person Vehicle Bike Detection FP16 - Device: CPU

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

OpenVINO

Model: Person Vehicle Bike Detection FP16 - Device: CPU

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

OpenVINO

Model: Handwritten English Recognition FP16-INT8 - Device: CPU

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

OpenVINO

Model: Handwritten English Recognition FP16-INT8 - Device: CPU

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

OpenVINO

Model: Vehicle Detection FP16-INT8 - Device: CPU

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

OpenVINO

Model: Vehicle Detection FP16-INT8 - Device: CPU

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

OpenVINO

Model: Face Detection Retail FP16-INT8 - Device: CPU

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

OpenVINO

Model: Face Detection Retail FP16-INT8 - Device: CPU

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

OpenVINO

Model: Weld Porosity Detection FP16-INT8 - Device: CPU

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

OpenVINO

Model: Weld Porosity Detection FP16-INT8 - Device: CPU

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

OpenVINO

Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPU

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

OpenVINO

Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPU

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

PyTorch

Device: CPU - Batch Size: 64 - Model: ResNet-50

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

RawTherapee

Total Benchmark Time

OpenBenchmarking.orgSeconds, Fewer Is BetterRawTherapeeTotal Benchmark Timestockperformance1326395265SE +/- 0.07, N = 3SE +/- 0.05, N = 359.7557.481. RawTherapee, version 5.9, command line.

PyTorch

Device: CPU - Batch Size: 1 - Model: ResNet-152

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

OpenSCAD

Render: Pistol

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenSCADRender: Pistolstockperformance1224364860SE +/- 0.28, N = 3SE +/- 0.06, N = 355.4955.091. OpenSCAD version 2021.01

Embree

Binary: Pathtracer ISPC - Model: Asian Dragon

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

Timed FFmpeg Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed FFmpeg Compilation 6.1Time To Compilestockperformance1326395265SE +/- 0.03, N = 3SE +/- 0.05, N = 356.2050.97

Selenium

Benchmark: Jetstream 2 - Browser: Google Chrome

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

SVT-AV1

Encoder Mode: Preset 4 - Input: Bosphorus 4K

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

ParaView

Test: Wavelet Volume - Resolution: 1920 x 1080

OpenBenchmarking.orgMiVoxels / Sec, More Is BetterParaView 5.10.1Test: Wavelet Volume - Resolution: 1920 x 1080stockperformance8001600240032004000SE +/- 33.02, N = 15SE +/- 36.04, N = 153703.303827.16

ParaView

Test: Wavelet Volume - Resolution: 1920 x 1080

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

uvg266

Video Input: Bosphorus 4K - Video Preset: Very Fast

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

SVT-AV1

Encoder Mode: Preset 13 - Input: Bosphorus 4K

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

Llamafile

Test: llava-v1.5-7b-q4 - Acceleration: CPU

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

ParaView

Test: Many Spheres - Resolution: 1920 x 1080

OpenBenchmarking.orgMiPolys / Sec, More Is BetterParaView 5.10.1Test: Many Spheres - Resolution: 1920 x 1080stockperformance6001200180024003000SE +/- 0.23, N = 3SE +/- 0.35, N = 32949.862949.41

ParaView

Test: Many Spheres - Resolution: 1920 x 1080

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

PyPerformance

Benchmark: django_template

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: django_templatestockperformance510152025SE +/- 0.07, N = 3SE +/- 0.03, N = 321.221.0

PyPerformance

Benchmark: crypto_pyaes

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: crypto_pyaesstockperformance1020304050SE +/- 0.03, N = 3SE +/- 0.00, N = 345.545.5

uvg266

Video Input: Bosphorus 4K - Video Preset: Super Fast

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

Kvazaar

Video Input: Bosphorus 4K - Video Preset: Very Fast

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

PyPerformance

Benchmark: regex_compile

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: regex_compilestockperformance1632486480SE +/- 0.09, N = 3SE +/- 0.10, N = 371.471.1

Selenium

Benchmark: Speedometer - Browser: Google Chrome

OpenBenchmarking.orgRuns Per Minute, More Is BetterSeleniumBenchmark: Speedometer - Browser: Google Chromestockperformance60120180240300SE +/- 1.76, N = 3SE +/- 1.53, N = 32952961. chrome 120.0.6099.224

uvg266

Video Input: Bosphorus 4K - Video Preset: Ultra Fast

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

OpenSCAD

Render: Mini-ITX Case

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenSCADRender: Mini-ITX Casestockperformance612182430SE +/- 0.14, N = 3SE +/- 0.05, N = 325.6525.711. OpenSCAD version 2021.01

LZ4 Compression

Compression Level: 9 - Decompression Speed

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

LZ4 Compression

Compression Level: 9 - Compression Speed

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

7-Zip Compression

Test: Decompression Rating

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

7-Zip Compression

Test: Compression Rating

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

PyTorch

Device: CPU - Batch Size: 1 - Model: ResNet-50

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

LZ4 Compression

Compression Level: 1 - Decompression Speed

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

LZ4 Compression

Compression Level: 1 - Compression Speed

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

LZ4 Compression

Compression Level: 3 - Decompression Speed

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

LZ4 Compression

Compression Level: 3 - Compression Speed

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

PyPerformance

Benchmark: json_loads

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

Selenium

Benchmark: PSPDFKit WASM - Browser: Google Chrome

OpenBenchmarking.orgScore, Fewer Is BetterSeleniumBenchmark: PSPDFKit WASM - Browser: Google Chromestockperformance5001000150020002500SE +/- 7.51, N = 3SE +/- 4.06, N = 3252425461. chrome 120.0.6099.224

Kvazaar

Video Input: Bosphorus 4K - Video Preset: Super Fast

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

Kvazaar

Video Input: Bosphorus 4K - Video Preset: Ultra Fast

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

SVT-AV1

Encoder Mode: Preset 8 - Input: Bosphorus 4K

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

GIMP

Test: unsharp-mask

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.34Test: unsharp-maskstockperformance48121620SE +/- 0.06, N = 4SE +/- 0.06, N = 415.4515.35

Timed Apache Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Apache Compilation 2.4.41Time To Compilestockperformance510152025SE +/- 0.01, N = 3SE +/- 0.06, N = 320.2219.71

GIMP

Test: auto-levels

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.34Test: auto-levelsstockperformance48121620SE +/- 0.01, N = 4SE +/- 0.01, N = 413.8813.81

ParaView

Test: Wavelet Contour - Resolution: 1920 x 1080

OpenBenchmarking.orgMiPolys / Sec, More Is BetterParaView 5.10.1Test: Wavelet Contour - Resolution: 1920 x 1080stockperformance400800120016002000SE +/- 12.52, N = 5SE +/- 3.63, N = 51623.831693.83

ParaView

Test: Wavelet Contour - Resolution: 1920 x 1080

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

PyBench

Total For Average Test Times

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyBench 2018-02-16Total For Average Test Timesstockperformance130260390520650SE +/- 2.33, N = 4SE +/- 2.78, N = 4587593

PHPBench

PHP Benchmark Suite

OpenBenchmarking.orgScore, More Is BetterPHPBench 0.8.1PHP Benchmark Suitestockperformance200K400K600K800K1000KSE +/- 5109.68, N = 3SE +/- 3091.62, N = 311038661103996

GIMP

Test: resize

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.34Test: resizestockperformance3691215SE +/- 0.08, N = 4SE +/- 0.03, N = 413.4913.39

GIMP

Test: rotate

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.34Test: rotatestockperformance3691215SE +/- 0.03, N = 4SE +/- 0.04, N = 413.1913.29

TensorFlow

Device: CPU - Batch Size: 1 - Model: ResNet-50

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

SVT-AV1

Encoder Mode: Preset 12 - Input: Bosphorus 4K

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

Darktable

Test: Boat - Acceleration: CPU-only

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 4.4.2Test: Boat - Acceleration: CPU-onlystockperformance246810SE +/- 0.003, N = 6SE +/- 0.012, N = 66.1445.566

Selenium

Benchmark: Kraken - Browser: Google Chrome

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: Kraken - Browser: Google Chromestockperformance90180270360450SE +/- 0.17, N = 3SE +/- 1.34, N = 3422.3422.41. chrome 120.0.6099.224

Darktable

Test: Masskrug - Acceleration: CPU-only

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

Selenium

Benchmark: WASM collisionDetection - Browser: Google Chrome

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

OpenSCAD

Render: Projector Mount Swivel

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

Darktable

Test: Server Room - Acceleration: CPU-only

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

Selenium

Benchmark: WASM imageConvolute - Browser: Google Chrome

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

Darktable

Test: Server Rack - Acceleration: CPU-only

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

Darktable

CPU Power Consumption Monitor

MinAvgMaxperformance4.89.425.2OpenBenchmarking.orgWatts, Fewer Is BetterDarktable 4.4.2CPU Power Consumption Monitor816243240

Darktable

CPU Power Consumption Monitor

MinAvgMaxperformance4.817.451.9OpenBenchmarking.orgWatts, Fewer Is BetterDarktable 4.4.2CPU Power Consumption Monitor1530456075

Darktable

CPU Power Consumption Monitor

MinAvgMaxperformance4.920.151.4OpenBenchmarking.orgWatts, Fewer Is BetterDarktable 4.4.2CPU Power Consumption Monitor1530456075

Darktable

CPU Power Consumption Monitor

MinAvgMaxperformance5.026.754.0OpenBenchmarking.orgWatts, Fewer Is BetterDarktable 4.4.2CPU Power Consumption Monitor1530456075

GIMP

CPU Power Consumption Monitor

MinAvgMaxperformance5.013.618.7OpenBenchmarking.orgWatts, Fewer Is BetterGIMP 2.10.34CPU Power Consumption Monitor612182430

GIMP

CPU Power Consumption Monitor

MinAvgMaxperformance4.811.514.9OpenBenchmarking.orgWatts, Fewer Is BetterGIMP 2.10.34CPU Power Consumption Monitor510152025

GIMP

CPU Power Consumption Monitor

MinAvgMaxperformance4.916.125.9OpenBenchmarking.orgWatts, Fewer Is BetterGIMP 2.10.34CPU Power Consumption Monitor816243240

GIMP

CPU Power Consumption Monitor

MinAvgMaxperformance5.014.920.7OpenBenchmarking.orgWatts, Fewer Is BetterGIMP 2.10.34CPU Power Consumption Monitor612182430

CPU Power Consumption Monitor

Phoronix Test Suite System Monitoring

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

PHPBench

CPU Power Consumption Monitor

MinAvgMaxstock5.112.214.8performance4.812.015.1OpenBenchmarking.orgWatts, Fewer Is BetterPHPBench 0.8.1CPU Power Consumption Monitor510152025

PHPBench

PHP Benchmark Suite

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

PyPerformance

CPU Power Consumption Monitor

MinAvgMaxstock5.213.515.5performance5.013.415.5OpenBenchmarking.orgWatts, Fewer Is BetterPyPerformance 1.0.0CPU Power Consumption Monitor510152025

PyPerformance

CPU Power Consumption Monitor

MinAvgMaxstock5.112.113.2performance5.012.113.4OpenBenchmarking.orgWatts, Fewer Is BetterPyPerformance 1.0.0CPU Power Consumption Monitor48121620

PyPerformance

CPU Power Consumption Monitor

MinAvgMaxstock4.912.815.0performance4.912.314.9OpenBenchmarking.orgWatts, Fewer Is BetterPyPerformance 1.0.0CPU Power Consumption Monitor510152025

PyPerformance

CPU Power Consumption Monitor

MinAvgMaxstock4.913.715.5performance4.913.615.5OpenBenchmarking.orgWatts, Fewer Is BetterPyPerformance 1.0.0CPU Power Consumption Monitor510152025

PyPerformance

CPU Power Consumption Monitor

MinAvgMaxstock5.113.515.4performance4.913.415.5OpenBenchmarking.orgWatts, Fewer Is BetterPyPerformance 1.0.0CPU Power Consumption Monitor510152025

PyBench

CPU Power Consumption Monitor

MinAvgMaxstock5.112.615.9performance2.511.915.8OpenBenchmarking.orgWatts, Fewer Is BetterPyBench 2018-02-16CPU Power Consumption Monitor510152025

VVenC

CPU Power Consumption Monitor

MinAvgMaxstock5.030.735.2performance5.040.354.1OpenBenchmarking.orgWatts, Fewer Is BetterVVenC 1.9CPU Power Consumption Monitor1530456075

VVenC

Video Input: Bosphorus 4K - Video Preset: Faster

OpenBenchmarking.orgFrames Per Second Per Watt, More Is BetterVVenC 1.9Video Input: Bosphorus 4K - Video Preset: Fasterstockperformance0.06170.12340.18510.24680.30850.2740.203

VVenC

CPU Power Consumption Monitor

MinAvgMaxstock5.131.535.2performance4.945.054.1OpenBenchmarking.orgWatts, Fewer Is BetterVVenC 1.9CPU Power Consumption Monitor1530456075

VVenC

Video Input: Bosphorus 4K - Video Preset: Fast

OpenBenchmarking.orgFrames Per Second Per Watt, More Is BetterVVenC 1.9Video Input: Bosphorus 4K - Video Preset: Faststockperformance0.0290.0580.0870.1160.1450.1290.098

uvg266

CPU Power Consumption Monitor

MinAvgMaxstock5.030.735.2performance5.045.453.8OpenBenchmarking.orgWatts, Fewer Is Betteruvg266 0.4.1CPU Power Consumption Monitor1530456075

uvg266

Video Input: Bosphorus 4K - Video Preset: Ultra Fast

OpenBenchmarking.orgFrames Per Second Per Watt, More Is Betteruvg266 0.4.1Video Input: Bosphorus 4K - Video Preset: Ultra Faststockperformance0.15570.31140.46710.62280.77850.6920.565

uvg266

CPU Power Consumption Monitor

MinAvgMaxstock5.131.435.2performance5.046.854.2OpenBenchmarking.orgWatts, Fewer Is Betteruvg266 0.4.1CPU Power Consumption Monitor1530456075

uvg266

Video Input: Bosphorus 4K - Video Preset: Super Fast

OpenBenchmarking.orgFrames Per Second Per Watt, More Is Betteruvg266 0.4.1Video Input: Bosphorus 4K - Video Preset: Super Faststockperformance0.1280.2560.3840.5120.640.5690.458

uvg266

CPU Power Consumption Monitor

MinAvgMaxstock5.231.635.2performance5.047.354.0OpenBenchmarking.orgWatts, Fewer Is Betteruvg266 0.4.1CPU Power Consumption Monitor1530456075

uvg266

Video Input: Bosphorus 4K - Video Preset: Very Fast

OpenBenchmarking.orgFrames Per Second Per Watt, More Is Betteruvg266 0.4.1Video Input: Bosphorus 4K - Video Preset: Very Faststockperformance0.12040.24080.36120.48160.6020.5350.423

Kvazaar

CPU Power Consumption Monitor

MinAvgMaxstock5.128.835.0performance5.041.753.5OpenBenchmarking.orgWatts, Fewer Is BetterKvazaar 2.2CPU Power Consumption Monitor1530456075

Kvazaar

Video Input: Bosphorus 4K - Video Preset: Ultra Fast

OpenBenchmarking.orgFrames Per Second Per Watt, More Is BetterKvazaar 2.2Video Input: Bosphorus 4K - Video Preset: Ultra Faststockperformance0.28260.56520.84781.13041.4131.2560.990

Kvazaar

CPU Power Consumption Monitor

MinAvgMaxstock4.929.935.1performance5.144.254.1OpenBenchmarking.orgWatts, Fewer Is BetterKvazaar 2.2CPU Power Consumption Monitor1530456075

Kvazaar

Video Input: Bosphorus 4K - Video Preset: Super Fast

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

Kvazaar

CPU Power Consumption Monitor

MinAvgMaxstock4.830.735.2performance4.945.353.8OpenBenchmarking.orgWatts, Fewer Is BetterKvazaar 2.2CPU Power Consumption Monitor1530456075

Kvazaar

Video Input: Bosphorus 4K - Video Preset: Very Fast

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

SVT-AV1

CPU Power Consumption Monitor

MinAvgMaxstock5.131.035.2performance5.245.754.3OpenBenchmarking.orgWatts, Fewer Is BetterSVT-AV1 1.8CPU Power Consumption Monitor1530456075

SVT-AV1

Encoder Mode: Preset 4 - Input: Bosphorus 4K

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

SVT-AV1

CPU Power Consumption Monitor

MinAvgMaxstock5.128.635.6performance4.941.254.6OpenBenchmarking.orgWatts, Fewer Is BetterSVT-AV1 1.8CPU Power Consumption Monitor1530456075

SVT-AV1

Encoder Mode: Preset 8 - Input: Bosphorus 4K

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

SVT-AV1

CPU Power Consumption Monitor

MinAvgMaxstock5.221.235.2performance4.929.054.7OpenBenchmarking.orgWatts, Fewer Is BetterSVT-AV1 1.8CPU Power Consumption Monitor1530456075

SVT-AV1

Encoder Mode: Preset 12 - Input: Bosphorus 4K

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

SVT-AV1

CPU Power Consumption Monitor

MinAvgMaxstock5.021.235.3performance4.929.054.6OpenBenchmarking.orgWatts, Fewer Is BetterSVT-AV1 1.8CPU Power Consumption Monitor1530456075

SVT-AV1

Encoder Mode: Preset 13 - Input: Bosphorus 4K

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

LZ4 Compression

CPU Power Consumption Monitor

MinAvgMaxstock5.212.615.8performance4.712.515.7OpenBenchmarking.orgWatts, Fewer Is BetterLZ4 Compression 1.9.4CPU Power Consumption Monitor510152025

LZ4 Compression

Compression Level: 9 - Decompression Speed

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

LZ4 Compression

CPU Power Consumption Monitor

MinAvgMaxstock4.912.915.4performance5.012.915.5OpenBenchmarking.orgWatts, Fewer Is BetterLZ4 Compression 1.9.4CPU Power Consumption Monitor510152025

LZ4 Compression

Compression Level: 3 - Decompression Speed

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

LZ4 Compression

CPU Power Consumption Monitor

MinAvgMaxstock4.913.015.8performance4.812.815.4OpenBenchmarking.orgWatts, Fewer Is BetterLZ4 Compression 1.9.4CPU Power Consumption Monitor510152025

LZ4 Compression

Compression Level: 1 - Decompression Speed

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

Zstd Compression

CPU Power Consumption Monitor

MinAvgMaxstock4.915.424.3performance4.915.423.8OpenBenchmarking.orgWatts, Fewer Is BetterZstd Compression 1.5.4CPU Power Consumption Monitor816243240

Zstd Compression

Compression Level: 19, Long Mode - Decompression Speed

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

Zstd Compression

CPU Power Consumption Monitor

MinAvgMaxstock5.119.833.9performance4.919.733.5OpenBenchmarking.orgWatts, Fewer Is BetterZstd Compression 1.5.4CPU Power Consumption Monitor1020304050

Zstd Compression

Compression Level: 19 - Decompression Speed

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

Zstd Compression

CPU Power Consumption Monitor

MinAvgMaxstock5.121.735.0performance4.822.337.7OpenBenchmarking.orgWatts, Fewer Is BetterZstd Compression 1.5.4CPU Power Consumption Monitor1122334455

Zstd Compression

Compression Level: 12 - Decompression Speed

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

7-Zip Compression

CPU Power Consumption Monitor

MinAvgMaxstock5.028.735.2performance4.941.354.4OpenBenchmarking.orgWatts, Fewer Is Better7-Zip Compression 22.01CPU Power Consumption Monitor1530456075

7-Zip Compression

Test: Decompression Rating

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

OpenSCAD

CPU Power Consumption Monitor

MinAvgMaxstock5.113.115.4performance4.713.015.2OpenBenchmarking.orgWatts, Fewer Is BetterOpenSCADCPU Power Consumption Monitor510152025

OpenSCAD

CPU Power Consumption Monitor

MinAvgMaxstock4.913.415.2performance4.913.515.7OpenBenchmarking.orgWatts, Fewer Is BetterOpenSCADCPU Power Consumption Monitor510152025

OpenSCAD

CPU Power Consumption Monitor

MinAvgMaxstock4.910.215.6performance4.810.115.4OpenBenchmarking.orgWatts, Fewer Is BetterOpenSCADCPU Power Consumption Monitor510152025

RawTherapee

CPU Power Consumption Monitor

MinAvgMaxstock5.222.328.1performance5.127.039.8OpenBenchmarking.orgWatts, Fewer Is BetterRawTherapeeCPU Power Consumption Monitor1122334455

Darktable

CPU Power Consumption Monitor

MinAvgMaxstock4.98.821.5OpenBenchmarking.orgWatts, Fewer Is BetterDarktableCPU Power Consumption Monitor612182430

Darktable

CPU Power Consumption Monitor

MinAvgMaxstock4.914.934.5OpenBenchmarking.orgWatts, Fewer Is BetterDarktableCPU Power Consumption Monitor1020304050

Darktable

CPU Power Consumption Monitor

MinAvgMaxstock5.017.034.5OpenBenchmarking.orgWatts, Fewer Is BetterDarktableCPU Power Consumption Monitor1020304050

Darktable

CPU Power Consumption Monitor

MinAvgMaxstock5.119.935.0OpenBenchmarking.orgWatts, Fewer Is BetterDarktableCPU Power Consumption Monitor1020304050

GIMP

CPU Power Consumption Monitor

MinAvgMaxstock5.113.017.0OpenBenchmarking.orgWatts, Fewer Is BetterGIMPCPU Power Consumption Monitor510152025

GIMP

CPU Power Consumption Monitor

MinAvgMaxstock5.111.614.0OpenBenchmarking.orgWatts, Fewer Is BetterGIMPCPU Power Consumption Monitor510152025

GIMP

CPU Power Consumption Monitor

MinAvgMaxstock5.115.725.9OpenBenchmarking.orgWatts, Fewer Is BetterGIMPCPU Power Consumption Monitor816243240

GIMP

CPU Power Consumption Monitor

MinAvgMaxstock5.313.917.8OpenBenchmarking.orgWatts, Fewer Is BetterGIMPCPU Power Consumption Monitor510152025

IndigoBench

CPU Power Consumption Monitor

MinAvgMaxstock5.132.835.4performance4.950.254.3OpenBenchmarking.orgWatts, Fewer Is BetterIndigoBench 4.4CPU Power Consumption Monitor1530456075

IndigoBench

Acceleration: CPU - Scene: Bedroom

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

IndigoBench

CPU Power Consumption Monitor

MinAvgMaxstock5.232.635.3performance5.049.854.5OpenBenchmarking.orgWatts, Fewer Is BetterIndigoBench 4.4CPU Power Consumption Monitor1530456075

IndigoBench

Acceleration: CPU - Scene: Supercar

OpenBenchmarking.orgM samples/s Per Watt, More Is BetterIndigoBench 4.4Acceleration: CPU - Scene: Supercarstockperformance0.02840.05680.08520.11360.1420.1260.093

Chaos Group V-RAY

CPU Power Consumption Monitor

MinAvgMaxstock5.129.935.2performance5.144.854.3OpenBenchmarking.orgWatts, Fewer Is BetterChaos Group V-RAY 5.02CPU Power Consumption Monitor1530456075

Chaos Group V-RAY

Mode: CPU

OpenBenchmarking.orgvsamples Per Watt, More Is BetterChaos Group V-RAY 5.02Mode: CPUstockperformance80160240320400354.36266.68

Embree

CPU Power Consumption Monitor

MinAvgMaxstock5.033.235.2performance5.050.754.5OpenBenchmarking.orgWatts, Fewer Is BetterEmbree 4.3CPU Power Consumption Monitor1530456075

Embree

Binary: Pathtracer ISPC - Model: Crown

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

Embree

CPU Power Consumption Monitor

MinAvgMaxstock5.332.835.3performance5.050.154.6OpenBenchmarking.orgWatts, Fewer Is BetterEmbree 4.3CPU Power Consumption Monitor1530456075

Embree

Binary: Pathtracer ISPC - Model: Asian Dragon

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

Appleseed

CPU Power Consumption Monitor

MinAvgMaxstock5.134.535.3performance5.351.754.5OpenBenchmarking.orgWatts, Fewer Is BetterAppleseed 2.0 BetaCPU Power Consumption Monitor1530456075

Appleseed

CPU Power Consumption Monitor

MinAvgMaxstock5.234.535.5performance5.352.454.6OpenBenchmarking.orgWatts, Fewer Is BetterAppleseed 2.0 BetaCPU Power Consumption Monitor1530456075

Blender

CPU Power Consumption Monitor

MinAvgMaxstock5.034.135.3performance4.952.254.7OpenBenchmarking.orgWatts, Fewer Is BetterBlender 4.0CPU Power Consumption Monitor1530456075

TensorFlow

CPU Power Consumption Monitor

MinAvgMaxstock5.433.935.2performance4.644.351.3OpenBenchmarking.orgWatts, Fewer Is BetterTensorFlow 2.12CPU Power Consumption Monitor1530456075

TensorFlow

Device: CPU - Batch Size: 64 - Model: ResNet-50

OpenBenchmarking.orgimages/sec Per Watt, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 64 - Model: ResNet-50stockperformance0.15190.30380.45570.60760.75950.6750.524

TensorFlow

CPU Power Consumption Monitor

MinAvgMaxstock5.323.435.1performance5.128.848.1OpenBenchmarking.orgWatts, Fewer Is BetterTensorFlow 2.12CPU Power Consumption Monitor1428425670

TensorFlow

Device: CPU - Batch Size: 1 - Model: ResNet-50

OpenBenchmarking.orgimages/sec Per Watt, More Is BetterTensorFlow 2.12Device: CPU - Batch Size: 1 - Model: ResNet-50stockperformance0.12110.24220.36330.48440.60550.5380.449

PyTorch

CPU Power Consumption Monitor

MinAvgMaxstock5.334.135.1performance5.144.949.5OpenBenchmarking.orgWatts, Fewer Is BetterPyTorch 2.1CPU Power Consumption Monitor1428425670

PyTorch

Device: CPU - Batch Size: 64 - Model: Efficientnet_v2_l

OpenBenchmarking.orgbatches/sec Per Watt, More Is BetterPyTorch 2.1Device: CPU - Batch Size: 64 - Model: Efficientnet_v2_lstockperformance0.05490.10980.16470.21960.27450.2440.194

PyTorch

CPU Power Consumption Monitor

MinAvgMaxstock5.233.735.2performance5.349.753.9OpenBenchmarking.orgWatts, Fewer Is BetterPyTorch 2.1CPU Power Consumption Monitor1530456075

PyTorch

Device: CPU - Batch Size: 64 - Model: ResNet-152

OpenBenchmarking.orgbatches/sec Per Watt, More Is BetterPyTorch 2.1Device: CPU - Batch Size: 64 - Model: ResNet-152stockperformance0.08510.17020.25530.34040.42550.3780.272

PyTorch

CPU Power Consumption Monitor

MinAvgMaxstock5.132.335.3performance4.946.653.7OpenBenchmarking.orgWatts, Fewer Is BetterPyTorch 2.1CPU Power Consumption Monitor1530456075

PyTorch

Device: CPU - Batch Size: 64 - Model: ResNet-50

OpenBenchmarking.orgbatches/sec Per Watt, More Is BetterPyTorch 2.1Device: CPU - Batch Size: 64 - Model: ResNet-50stockperformance0.21020.42040.63060.84081.0510.9340.685

PyTorch

CPU Power Consumption Monitor

MinAvgMaxstock5.232.935.1performance5.040.644.7OpenBenchmarking.orgWatts, Fewer Is BetterPyTorch 2.1CPU Power Consumption Monitor1224364860

PyTorch

Device: CPU - Batch Size: 1 - Model: Efficientnet_v2_l

OpenBenchmarking.orgbatches/sec Per Watt, More Is BetterPyTorch 2.1Device: CPU - Batch Size: 1 - Model: Efficientnet_v2_lstockperformance0.08210.16420.24630.32840.41050.3650.298

PyTorch

CPU Power Consumption Monitor

MinAvgMaxstock5.332.035.1performance5.244.450.3OpenBenchmarking.orgWatts, Fewer Is BetterPyTorch 2.1CPU Power Consumption Monitor1428425670

PyTorch

Device: CPU - Batch Size: 1 - Model: ResNet-152

OpenBenchmarking.orgbatches/sec Per Watt, More Is BetterPyTorch 2.1Device: CPU - Batch Size: 1 - Model: ResNet-152stockperformance0.14290.28580.42870.57160.71450.6350.480

PyTorch

CPU Power Consumption Monitor

MinAvgMaxstock5.228.735.1performance5.037.548.7OpenBenchmarking.orgWatts, Fewer Is BetterPyTorch 2.1CPU Power Consumption Monitor1428425670

PyTorch

Device: CPU - Batch Size: 1 - Model: ResNet-50

OpenBenchmarking.orgbatches/sec Per Watt, More Is BetterPyTorch 2.1Device: CPU - Batch Size: 1 - Model: ResNet-50stockperformance0.39150.7831.17451.5661.95751.7401.358

Llamafile

CPU Power Consumption Monitor

MinAvgMaxstock5.131.335.1performance5.243.454.1OpenBenchmarking.orgWatts, Fewer Is BetterLlamafile 0.6CPU Power Consumption Monitor1530456075

Llamafile

Test: llava-v1.5-7b-q4 - Acceleration: CPU

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

Llamafile

CPU Power Consumption Monitor

MinAvgMaxstock5.433.835.1performance5.140.150.3OpenBenchmarking.orgWatts, Fewer Is BetterLlamafile 0.6CPU Power Consumption Monitor1428425670

Llamafile

Test: mistral-7b-instruct-v0.2.Q8_0 - Acceleration: CPU

OpenBenchmarking.orgTokens Per Second Per Watt, More Is BetterLlamafile 0.6Test: mistral-7b-instruct-v0.2.Q8_0 - Acceleration: CPUstockperformance0.03650.0730.10950.1460.18250.1620.138

OpenVINO

CPU Power Consumption Monitor

MinAvgMaxstock5.233.035.3performance5.150.754.6OpenBenchmarking.orgWatts, Fewer Is BetterOpenVINO 2023.2.devCPU Power Consumption Monitor1530456075

OpenVINO

CPU Power Consumption Monitor

MinAvgMaxstock5.333.035.4performance4.950.654.5OpenBenchmarking.orgWatts, Fewer Is BetterOpenVINO 2023.2.devCPU Power Consumption Monitor1530456075

OpenVINO

CPU Power Consumption Monitor

MinAvgMaxstock5.532.835.2performance4.950.354.5OpenBenchmarking.orgWatts, Fewer Is BetterOpenVINO 2023.2.devCPU Power Consumption Monitor1530456075

OpenVINO

CPU Power Consumption Monitor

MinAvgMaxstock5.332.935.3performance5.050.454.6OpenBenchmarking.orgWatts, Fewer Is BetterOpenVINO 2023.2.devCPU Power Consumption Monitor1530456075

OpenVINO

CPU Power Consumption Monitor

MinAvgMaxstock5.133.035.4performance5.050.654.6OpenBenchmarking.orgWatts, Fewer Is BetterOpenVINO 2023.2.devCPU Power Consumption Monitor1530456075

OpenVINO

CPU Power Consumption Monitor

MinAvgMaxstock5.233.135.1performance5.050.454.5OpenBenchmarking.orgWatts, Fewer Is BetterOpenVINO 2023.2.devCPU Power Consumption Monitor1530456075

OpenVINO

CPU Power Consumption Monitor

MinAvgMaxstock5.233.035.3performance5.050.654.5OpenBenchmarking.orgWatts, Fewer Is BetterOpenVINO 2023.2.devCPU Power Consumption Monitor1530456075

OpenVINO

CPU Power Consumption Monitor

MinAvgMaxstock5.232.635.3performance5.150.154.6OpenBenchmarking.orgWatts, Fewer Is BetterOpenVINO 2023.2.devCPU Power Consumption Monitor1530456075

Timed Apache Compilation

CPU Power Consumption Monitor

MinAvgMaxstock5.218.631.7performance5.021.547.8OpenBenchmarking.orgWatts, Fewer Is BetterTimed Apache Compilation 2.4.41CPU Power Consumption Monitor1428425670

Timed FFmpeg Compilation

CPU Power Consumption Monitor

MinAvgMaxstock5.131.035.2performance5.145.854.2OpenBenchmarking.orgWatts, Fewer Is BetterTimed FFmpeg Compilation 6.1CPU Power Consumption Monitor1530456075

Timed PHP Compilation

CPU Power Consumption Monitor

MinAvgMaxstock5.125.535.2performance5.133.354.2OpenBenchmarking.orgWatts, Fewer Is BetterTimed PHP Compilation 8.1.9CPU Power Consumption Monitor1530456075

Timed Godot Game Engine Compilation

CPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterTimed Godot Game Engine Compilation 4.0CPU Power Consumption Monitorstockperformance1122334455Min: 5.2 / Avg: 32.94 / Max: 35.45Min: 4.96 / Avg: 49.87 / Max: 54.51

Timed Linux Kernel Compilation

CPU Power Consumption Monitor

MinAvgMaxstock5.130.535.3performance5.044.954.3OpenBenchmarking.orgWatts, Fewer Is BetterTimed Linux Kernel Compilation 6.1CPU Power Consumption Monitor1530456075

VKMark

CPU Power Consumption Monitor

MinAvgMaxstock5.529.935.0performance5.130.239.3OpenBenchmarking.orgWatts, Fewer Is BetterVKMark 2022-05-16CPU Power Consumption Monitor1122334455

VKMark

Resolution: 1920 x 1080 - Present Mode: Mailbox

OpenBenchmarking.orgVKMark Score Per Watt, More Is BetterVKMark 2022-05-16Resolution: 1920 x 1080 - Present Mode: Mailboxstockperformance2040608010088.5387.76

GLmark2

CPU Power Consumption Monitor

MinAvgMaxstock4.933.535.3performance5.137.153.9OpenBenchmarking.orgWatts, Fewer Is BetterGLmark2 2023.01CPU Power Consumption Monitor1530456075

GLmark2

Resolution: 1920 x 1080

OpenBenchmarking.orgScore Per Watt, More Is BetterGLmark2 2023.01Resolution: 1920 x 1080stockperformance306090120150135.66124.03

ParaView

CPU Power Consumption Monitor

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

ParaView

Test: Wavelet Volume - Resolution: 1920 x 1080

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

ParaView

CPU Power Consumption Monitor

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

ParaView

Test: Wavelet Contour - Resolution: 1920 x 1080

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

ParaView

CPU Power Consumption Monitor

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

ParaView

Test: Many Spheres - Resolution: 1920 x 1080

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

Unigine Superposition

CPU Power Consumption Monitor

MinAvgMaxstock4.933.035.1performance5.241.451.1OpenBenchmarking.orgWatts, Fewer Is BetterUnigine Superposition 1.0CPU Power Consumption Monitor1530456075

Unigine Superposition

Resolution: 1920 x 1080 - Mode: Fullscreen - Quality: Low - Renderer: OpenGL

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

GravityMark

CPU Power Consumption Monitor

MinAvgMaxstock5.027.034.1performance5.027.236.1OpenBenchmarking.orgWatts, Fewer Is BetterGravityMark 1.82CPU Power Consumption Monitor1020304050

GravityMark

Resolution: 1920 x 1080 - Renderer: Vulkan

OpenBenchmarking.orgFrames Per Second Per Watt, More Is BetterGravityMark 1.82Resolution: 1920 x 1080 - Renderer: Vulkanstockperformance0.35620.71241.06861.42481.7811.5831.573

3DMark Wild Life Extreme

CPU Power Consumption Monitor

MinAvgMaxstock5.232.235.4performance5.238.549.5OpenBenchmarking.orgWatts, Fewer Is Better3DMark Wild Life Extreme 1.1.2.1CPU Power Consumption Monitor1428425670

3DMark Wild Life Extreme

Resolution: 1920 x 1080

OpenBenchmarking.orgFrames Per Second Per Watt, More Is Better3DMark Wild Life Extreme 1.1.2.1Resolution: 1920 x 1080stockperformance0.6751.352.0252.73.3753.0002.535

Selenium

CPU Power Consumption Monitor

MinAvgMaxstock5.210.119.4performance5.210.018.7OpenBenchmarking.orgWatts, Fewer Is BetterSeleniumCPU Power Consumption Monitor612182430

Selenium

CPU Power Consumption Monitor

MinAvgMaxstock5.18.014.4performance5.07.814.6OpenBenchmarking.orgWatts, Fewer Is BetterSeleniumCPU Power Consumption Monitor510152025

Selenium

CPU Power Consumption Monitor

MinAvgMaxstock5.29.614.7performance5.19.514.5OpenBenchmarking.orgWatts, Fewer Is BetterSeleniumCPU Power Consumption Monitor510152025

Selenium

CPU Power Consumption Monitor

MinAvgMaxstock5.311.017.3performance5.111.117.3OpenBenchmarking.orgWatts, Fewer Is BetterSeleniumCPU Power Consumption Monitor510152025

Selenium

CPU Power Consumption Monitor

MinAvgMaxstock5.316.234.4performance4.815.445.3OpenBenchmarking.orgWatts, Fewer Is BetterSeleniumCPU Power Consumption Monitor1224364860

Selenium

Benchmark: Jetstream 2 - Browser: Google Chrome

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

Selenium

CPU Power Consumption Monitor

MinAvgMaxstock5.114.632.4performance4.913.844.8OpenBenchmarking.orgWatts, Fewer Is BetterSeleniumCPU Power Consumption Monitor1224364860

Selenium

Benchmark: Jetstream 2 - Browser: Firefox

OpenBenchmarking.orgScore Per Watt, More Is BetterSeleniumBenchmark: Jetstream 2 - Browser: Firefoxstockperformance369121512.6013.50

Selenium

CPU Power Consumption Monitor

MinAvgMaxstock5.213.822.7performance5.213.621.6OpenBenchmarking.orgWatts, Fewer Is BetterSeleniumCPU Power Consumption Monitor612182430

Selenium

Benchmark: Speedometer - Browser: Google Chrome

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

Phoronix Test Suite v10.8.5