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&sro&grs.

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 Perfuvg266: Bosphorus 4K - Ultra Fastuvg266: Bosphorus 4K - Super Fastuvg266: Bosphorus 4K - Very Fastsvt-av1: Preset 8 - Bosphorus 4Kopenvino: Handwritten English Recognition FP16-INT8 - CPUopenvino: Weld Porosity Detection FP16-INT8 - CPUopenvino: Handwritten English Recognition FP16-INT8 - CPUopenvino: Face Detection Retail FP16-INT8 - CPUopenvino: Face Detection Retail FP16-INT8 - CPUkvazaar: Bosphorus 4K - Super Fastopenvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUopenvino: Weld Porosity Detection FP16-INT8 - CPUopenvino: Face Detection FP16-INT8 - CPUopenvino: Face Detection FP16-INT8 - CPUkvazaar: Bosphorus 4K - Very Fastkvazaar: Bosphorus 4K - Ultra Fastopenvino: Vehicle Detection FP16-INT8 - CPUsvt-av1: Preset 4 - Bosphorus 4Kopenvino: Vehicle Detection FP16-INT8 - CPUopenvino: Person Vehicle Bike Detection FP16 - CPUopenvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUblender: BMW27 - CPU-Onlyopenvino: Person Vehicle Bike Detection FP16 - CPUindigobench: CPU - Supercarindigobench: CPU - Bedroomappleseed: Disney Materialv-ray: CPUopenvino: Machine Translation EN To DE FP16 - CPUopenvino: Machine Translation EN To DE FP16 - CPUappleseed: Emilydarktable: Server Rack - CPU-onlydarktable: Boat - CPU-onlybuild-ffmpeg: Time To Compilecompress-7zip: Decompression Ratingsvt-av1: Preset 12 - Bosphorus 4Kbuild-linux-kernel: defconfigembree: Pathtracer ISPC - Crownvvenc: Bosphorus 4K - Fastbuild-godot: Time To Compiledarktable: Server Room - CPU-onlydarktable: Masskrug - CPU-onlyembree: Pathtracer ISPC - Asian Dragonpytorch: CPU - 64 - ResNet-152pytorch: CPU - 64 - ResNet-50pytorch: CPU - 64 - Efficientnet_v2_lpytorch: CPU - 1 - ResNet-152build-php: Time To Compilecompress-7zip: Compression Ratingparaview: Wavelet Contour - 1920 x 1080rawtherapee: Total Benchmark Timeparaview: Wavelet Volume - 1920 x 1080tensorflow: CPU - 1 - ResNet-50vvenc: Bosphorus 4K - Fasterbuild-apache: Time To Compileselenium: Jetstream 2 - Firefoxcompress-zstd: 12 - Decompression Speedpytorch: CPU - 1 - ResNet-50tensorflow: CPU - 64 - ResNet-50glmark2: 1920 x 1080llamafile: mistral-7b-instruct-v0.2.Q8_0 - CPUcompress-zstd: 19 - Decompression Speedcompress-zstd: 19, Long Mode - Decompression Speed3dmark: 1920 x 1080pybench: Total For Average Test Timespyperformance: django_templatellamafile: llava-v1.5-7b-q4 - CPUselenium: PSPDFKit WASM - Google Chromecompress-zstd: 19 - Compression Speedgimp: rotatepytorch: CPU - 1 - Efficientnet_v2_lcompress-zstd: 19, Long Mode - Compression Speedcompress-lz4: 9 - Decompression Speedopenscad: Pistolgimp: resizegimp: unsharp-maskselenium: Jetstream 2 - Google Chromegimp: auto-levelsselenium: WASM imageConvolute - Google Chromepyperformance: regex_compileopenscad: Projector Mount Swivelcompress-lz4: 1 - Decompression Speedselenium: Speedometer - Google Chromecompress-lz4: 3 - Compression Speedpyperformance: python_startupselenium: WASM collisionDetection - Google Chromeopenscad: Mini-ITX Casecompress-lz4: 1 - Compression Speedvkmark: 1920 x 1080 - Mailboxcompress-zstd: 12 - Compression Speedunigine-super: 1920 x 1080 - Fullscreen - Low - OpenGLcompress-lz4: 3 - Decompression Speedcompress-lz4: 9 - Compression Speedparaview: Many Spheres - 1920 x 1080selenium: Kraken - Google Chromephpbench: PHP Benchmark Suitepyperformance: json_loadspyperformance: crypto_pyaesgravitymark: 1920 x 1080 - Vulkansvt-av1: Preset 13 - Bosphorus 4Kparaview: Wavelet Volume - 1920 x 1080paraview: Wavelet Contour - 1920 x 1080paraview: Many Spheres - 1920 x 1080selenium: PSPDFKit WASM - FirefoxstockperformanceAMD Radeon HD 6750 - AMD Ryzen 7 2700X Eight-Core21.2217.8716.9328.767221.43997.2235.911735.474.5526.970.387.939.90403.2721.3936.136.833.640582.187.3319400.10148.69542.974.1221.853205.22411061060.3266.21369.6811630.3926.14456.20263606100.910113.46811.15224.072430.8452.8153.86713.332412.7530.228.3120.3268.17675487155.8259.745231.4612.588.41120.222183.4171949.949.9422.8845385.481619.51574.696.5158721.29.03252412.313.18712.016.855257.555.48513.48515.451288.39213.87619.2371.44.2455574.7295138.277.30258.2325.650878.162646121.168.95048.544.5429.43422.3110386611.845.542.898.3743703.3031623.8332949.85825.6721.4219.9833.708256.241150.7831.131999.213.9531.060.336.9011.34352.2724.4641.295.994.149663.256.4622003.95131.21614.634.6492.088182.1427651194367.3259.34333.2129860.3545.56650.97370001110.992103.24012.16184.426399.7482.6373.64314.139913.5231.888.7321.3365.27878807162.5457.480239.2012.958.18719.709186.9091986.950.8823.1945975.551638.91557.897.5059321.09.11254612.413.29012.106.805219.755.09213.39015.349286.90613.80719.3271.14.2615594.7296137.827.28258.8525.706879.972651120.969.05043.944.5029.42422.4110399611.845.542.8106.4413827.1561693.8332949.412OpenBenchmarking.org

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 Fastperformancestock612182430SE +/- 0.02, N = 3SE +/- 0.03, N = 325.6721.22

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 Fastperformancestock510152025SE +/- 0.01, N = 3SE +/- 0.02, N = 321.4217.87

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

SVT-AV1

Encoder Mode: Preset 8 - Input: Bosphorus 4K

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

OpenVINO

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

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

OpenVINO

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

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

OpenVINO

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

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

OpenVINO

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

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

OpenVINO

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

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

Kvazaar

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

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

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: 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

OpenVINO

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

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

OpenVINO

Model: Face Detection FP16-INT8 - Device: CPU

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

OpenVINO

Model: Face Detection FP16-INT8 - Device: CPU

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

Kvazaar

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

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

Kvazaar

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

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

OpenVINO

Model: Vehicle Detection FP16-INT8 - Device: CPU

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

SVT-AV1

Encoder Mode: Preset 4 - Input: Bosphorus 4K

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

OpenVINO

Model: Vehicle Detection FP16-INT8 - Device: CPU

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

OpenVINO

Model: Person Vehicle Bike Detection FP16 - Device: CPU

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

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: 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

Blender

Blend File: BMW27 - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.0Blend File: BMW27 - Compute: CPU-Onlyperformancestock306090120150SE +/- 0.05, N = 3SE +/- 0.04, N = 3131.21148.69

OpenVINO

Model: Person Vehicle Bike Detection FP16 - Device: CPU

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

IndigoBench

Acceleration: CPU - Scene: Supercar

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

IndigoBench

Acceleration: CPU - Scene: Bedroom

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

Appleseed

Scene: Disney Material

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

Chaos Group V-RAY

Mode: CPU

OpenBenchmarking.orgvsamples, More Is BetterChaos Group V-RAY 5.02Mode: CPUperformancestock3K6K9K12K15KSE +/- 93.51, N = 3SE +/- 41.36, N = 31194310610

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: 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

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: 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

Appleseed

Scene: Emily

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: Emilyperformancestock80160240320400333.21369.68

Darktable

Test: Server Rack - Acceleration: CPU-only

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

Darktable

Test: Boat - Acceleration: CPU-only

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 4.4.2Test: Boat - Acceleration: CPU-onlyperformancestock246810SE +/- 0.012, N = 6SE +/- 0.003, N = 65.5666.144

Timed FFmpeg Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed FFmpeg Compilation 6.1Time To Compileperformancestock1326395265SE +/- 0.05, N = 3SE +/- 0.03, N = 350.9756.20

7-Zip Compression

Test: Decompression Rating

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

SVT-AV1

Encoder Mode: Preset 12 - Input: Bosphorus 4K

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

Timed Linux Kernel Compilation

Build: defconfig

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 6.1Build: defconfigperformancestock306090120150SE +/- 0.60, N = 3SE +/- 0.56, N = 3103.24113.47

Embree

Binary: Pathtracer ISPC - Model: Crown

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

VVenC

Video Input: Bosphorus 4K - Video Preset: Fast

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

Timed Godot Game Engine Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Godot Game Engine Compilation 4.0Time To Compileperformancestock90180270360450SE +/- 0.21, N = 3SE +/- 0.10, N = 3399.75430.85

Darktable

Test: Server Room - Acceleration: CPU-only

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

Darktable

Test: Masskrug - Acceleration: CPU-only

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

Embree

Binary: Pathtracer ISPC - Model: Asian Dragon

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

PyTorch

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

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

PyTorch

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

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

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_lperformancestock246810SE +/- 0.09, N = 3SE +/- 0.09, N = 38.738.31MIN: 5.86 / MAX: 9.52MIN: 5.73 / MAX: 8.96

PyTorch

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

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

Timed PHP Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed PHP Compilation 8.1.9Time To Compileperformancestock1530456075SE +/- 0.17, N = 3SE +/- 0.18, N = 365.2868.18

7-Zip Compression

Test: Compression Rating

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

ParaView

Test: Wavelet Contour - Resolution: 1920 x 1080

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

RawTherapee

Total Benchmark Time

OpenBenchmarking.orgSeconds, Fewer Is BetterRawTherapeeTotal Benchmark Timeperformancestock1326395265SE +/- 0.05, N = 3SE +/- 0.07, N = 357.4859.751. RawTherapee, version 5.9, command line.

ParaView

Test: Wavelet Volume - Resolution: 1920 x 1080

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

TensorFlow

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

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

VVenC

Video Input: Bosphorus 4K - Video Preset: Faster

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

Timed Apache Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Apache Compilation 2.4.41Time To Compileperformancestock510152025SE +/- 0.06, N = 3SE +/- 0.01, N = 319.7120.22

Selenium

Benchmark: Jetstream 2 - Browser: Firefox

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

Zstd Compression

Compression Level: 12 - Decompression Speed

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

PyTorch

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

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

TensorFlow

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

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

GLmark2

Resolution: 1920 x 1080

OpenBenchmarking.orgScore, More Is BetterGLmark2 2023.01Resolution: 1920 x 1080performancestock1000200030004000500045974538

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

Zstd Compression

Compression Level: 19 - Decompression Speed

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

Zstd Compression

Compression Level: 19, Long Mode - Decompression Speed

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

3DMark Wild Life Extreme

Resolution: 1920 x 1080

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

PyBench

Total For Average Test Times

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyBench 2018-02-16Total For Average Test Timesperformancestock130260390520650SE +/- 2.78, N = 4SE +/- 2.33, N = 4593587

PyPerformance

Benchmark: django_template

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

Llamafile

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

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

Selenium

Benchmark: PSPDFKit WASM - Browser: Google Chrome

OpenBenchmarking.orgScore, Fewer Is BetterSeleniumBenchmark: PSPDFKit WASM - Browser: Google Chromeperformancestock5001000150020002500SE +/- 4.06, N = 3SE +/- 7.51, N = 3254625241. chrome 120.0.6099.224

Zstd Compression

Compression Level: 19 - Compression Speed

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

GIMP

Test: rotate

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

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_lperformancestock3691215SE +/- 0.13, N = 3SE +/- 0.01, N = 312.1012.01MIN: 9.85 / MAX: 12.78MIN: 9.63 / MAX: 12.36

Zstd Compression

Compression Level: 19, Long Mode - Compression Speed

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

LZ4 Compression

Compression Level: 9 - Decompression Speed

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

OpenSCAD

Render: Pistol

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

GIMP

Test: resize

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

GIMP

Test: unsharp-mask

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.34Test: unsharp-maskperformancestock48121620SE +/- 0.06, N = 4SE +/- 0.06, N = 415.3515.45

Selenium

Benchmark: Jetstream 2 - Browser: Google Chrome

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

GIMP

Test: auto-levels

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

Selenium

Benchmark: WASM imageConvolute - Browser: Google Chrome

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

PyPerformance

Benchmark: regex_compile

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

OpenSCAD

Render: Projector Mount Swivel

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

LZ4 Compression

Compression Level: 1 - Decompression Speed

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

Selenium

Benchmark: Speedometer - Browser: Google Chrome

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

LZ4 Compression

Compression Level: 3 - Compression Speed

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

PyPerformance

Benchmark: python_startup

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

Selenium

Benchmark: WASM collisionDetection - Browser: Google Chrome

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

OpenSCAD

Render: Mini-ITX Case

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

LZ4 Compression

Compression Level: 1 - Compression Speed

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

VKMark

Resolution: 1920 x 1080 - Present Mode: Mailbox

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

Zstd Compression

Compression Level: 12 - Compression Speed

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

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: OpenGLperformancestock1530456075SE +/- 0.62, N = 7SE +/- 0.12, N = 369.068.9MAX: 103.8MAX: 101

LZ4 Compression

Compression Level: 3 - Decompression Speed

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

LZ4 Compression

Compression Level: 9 - Compression Speed

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

ParaView

Test: Many Spheres - Resolution: 1920 x 1080

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

Selenium

Benchmark: Kraken - Browser: Google Chrome

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

PHPBench

PHP Benchmark Suite

OpenBenchmarking.orgScore, More Is BetterPHPBench 0.8.1PHP Benchmark Suiteperformancestock200K400K600K800K1000KSE +/- 3091.62, N = 3SE +/- 5109.68, N = 311039961103866

PyPerformance

Benchmark: json_loads

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

PyPerformance

Benchmark: crypto_pyaes

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: crypto_pyaesperformancestock1020304050SE +/- 0.00, N = 3SE +/- 0.03, N = 345.545.5

GravityMark

Resolution: 1920 x 1080 - Renderer: Vulkan

OpenBenchmarking.orgFrames Per Second, More Is BetterGravityMark 1.82Resolution: 1920 x 1080 - Renderer: Vulkanperformancestock1020304050SE +/- 0.43, N = 3SE +/- 0.45, N = 342.842.8

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 Monitoringperformancestock1122334455Min: 2.5 / Avg: 34.09 / Max: 54.71Min: 2.65 / Avg: 26.43 / Max: 35.64

PHPBench

CPU Power Consumption Monitor

MinAvgMaxperformance4.812.015.1stock5.112.214.8OpenBenchmarking.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 Suiteperformancestock20K40K60K80K100K91884.8190621.73

PyPerformance

CPU Power Consumption Monitor

MinAvgMaxperformance5.013.415.5stock5.213.515.5OpenBenchmarking.orgWatts, Fewer Is BetterPyPerformance 1.0.0CPU Power Consumption Monitor510152025

PyPerformance

CPU Power Consumption Monitor

MinAvgMaxperformance5.012.113.4stock5.112.113.2OpenBenchmarking.orgWatts, Fewer Is BetterPyPerformance 1.0.0CPU Power Consumption Monitor48121620

PyPerformance

CPU Power Consumption Monitor

MinAvgMaxperformance4.912.314.9stock4.912.815.0OpenBenchmarking.orgWatts, Fewer Is BetterPyPerformance 1.0.0CPU Power Consumption Monitor510152025

PyPerformance

CPU Power Consumption Monitor

MinAvgMaxperformance4.913.615.5stock4.913.715.5OpenBenchmarking.orgWatts, Fewer Is BetterPyPerformance 1.0.0CPU Power Consumption Monitor510152025

PyPerformance

CPU Power Consumption Monitor

MinAvgMaxperformance4.913.415.5stock5.113.515.4OpenBenchmarking.orgWatts, Fewer Is BetterPyPerformance 1.0.0CPU Power Consumption Monitor510152025

PyBench

CPU Power Consumption Monitor

MinAvgMaxperformance2.511.915.8stock5.112.615.9OpenBenchmarking.orgWatts, Fewer Is BetterPyBench 2018-02-16CPU Power Consumption Monitor510152025

VVenC

CPU Power Consumption Monitor

MinAvgMaxperformance5.040.354.1stock5.030.735.2OpenBenchmarking.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: Fasterperformancestock0.06170.12340.18510.24680.30850.2030.274

VVenC

CPU Power Consumption Monitor

MinAvgMaxperformance4.945.054.1stock5.131.535.2OpenBenchmarking.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: Fastperformancestock0.0290.0580.0870.1160.1450.0980.129

uvg266

CPU Power Consumption Monitor

MinAvgMaxperformance5.045.453.8stock5.030.735.2OpenBenchmarking.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 Fastperformancestock0.15570.31140.46710.62280.77850.5650.692

uvg266

CPU Power Consumption Monitor

MinAvgMaxperformance5.046.854.2stock5.131.435.2OpenBenchmarking.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 Fastperformancestock0.1280.2560.3840.5120.640.4580.569

uvg266

CPU Power Consumption Monitor

MinAvgMaxperformance5.047.354.0stock5.231.635.2OpenBenchmarking.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 Fastperformancestock0.12040.24080.36120.48160.6020.4230.535

Kvazaar

CPU Power Consumption Monitor

MinAvgMaxperformance5.041.753.5stock5.128.835.0OpenBenchmarking.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 Fastperformancestock0.28260.56520.84781.13041.4130.9901.256

Kvazaar

CPU Power Consumption Monitor

MinAvgMaxperformance5.144.254.1stock4.929.935.1OpenBenchmarking.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 Fastperformancestock0.20270.40540.60810.81081.01350.7030.901

Kvazaar

CPU Power Consumption Monitor

MinAvgMaxperformance4.945.353.8stock4.830.735.2OpenBenchmarking.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 Fastperformancestock0.15680.31360.47040.62720.7840.5400.697

SVT-AV1

CPU Power Consumption Monitor

MinAvgMaxperformance5.245.754.3stock5.131.035.2OpenBenchmarking.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 4Kperformancestock0.02630.05260.07890.10520.13150.0910.117

SVT-AV1

CPU Power Consumption Monitor

MinAvgMaxperformance4.941.254.6stock5.128.635.6OpenBenchmarking.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 4Kperformancestock0.22640.45280.67920.90561.1320.8191.006

SVT-AV1

CPU Power Consumption Monitor

MinAvgMaxperformance4.929.054.7stock5.221.235.2OpenBenchmarking.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 4Kperformancestock1.07172.14343.21514.28685.35853.8224.763

SVT-AV1

CPU Power Consumption Monitor

MinAvgMaxperformance4.929.054.6stock5.021.235.3OpenBenchmarking.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 4Kperformancestock1.04292.08583.12874.17165.21453.6674.635

SVT-AV1

Encoder Mode: Preset 13 - Input: Bosphorus 4K

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

LZ4 Compression

CPU Power Consumption Monitor

MinAvgMaxperformance4.712.515.7stock5.212.615.8OpenBenchmarking.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 Speedperformancestock90180270360450416.86416.32

LZ4 Compression

CPU Power Consumption Monitor

MinAvgMaxperformance5.012.915.5stock4.912.915.4OpenBenchmarking.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 Speedperformancestock90180270360450391.14392.33

LZ4 Compression

CPU Power Consumption Monitor

MinAvgMaxperformance4.812.815.4stock4.913.015.8OpenBenchmarking.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 Speedperformancestock90180270360450437.70428.69

Zstd Compression

CPU Power Consumption Monitor

MinAvgMaxperformance4.915.423.8stock4.915.424.3OpenBenchmarking.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 Speedperformancestock20406080100101.27102.12

Zstd Compression

CPU Power Consumption Monitor

MinAvgMaxperformance4.919.733.5stock5.119.833.9OpenBenchmarking.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 Speedperformancestock2040608010083.0981.92

Zstd Compression

CPU Power Consumption Monitor

MinAvgMaxperformance4.822.337.7stock5.121.735.0OpenBenchmarking.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 Speedperformancestock2040608010088.9290.05

7-Zip Compression

CPU Power Consumption Monitor

MinAvgMaxperformance4.941.354.4stock5.028.735.2OpenBenchmarking.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 Ratingperformancestock50010001500200025001694.292219.33

OpenSCAD

CPU Power Consumption Monitor

MinAvgMaxperformance4.713.015.2stock5.113.115.4OpenBenchmarking.orgWatts, Fewer Is BetterOpenSCADCPU Power Consumption Monitor510152025

OpenSCAD

CPU Power Consumption Monitor

MinAvgMaxperformance4.913.515.7stock4.913.415.2OpenBenchmarking.orgWatts, Fewer Is BetterOpenSCADCPU Power Consumption Monitor510152025

OpenSCAD

CPU Power Consumption Monitor

MinAvgMaxperformance4.810.115.4stock4.910.215.6OpenBenchmarking.orgWatts, Fewer Is BetterOpenSCADCPU Power Consumption Monitor510152025

RawTherapee

CPU Power Consumption Monitor

MinAvgMaxperformance5.127.039.8stock5.222.328.1OpenBenchmarking.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

MinAvgMaxperformance4.950.254.3stock5.132.835.4OpenBenchmarking.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: Bedroomperformancestock0.01280.02560.03840.05120.0640.0420.057

IndigoBench

CPU Power Consumption Monitor

MinAvgMaxperformance5.049.854.5stock5.232.635.3OpenBenchmarking.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: Supercarperformancestock0.02840.05680.08520.11360.1420.0930.126

Chaos Group V-RAY

CPU Power Consumption Monitor

MinAvgMaxperformance5.144.854.3stock5.129.935.2OpenBenchmarking.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: CPUperformancestock80160240320400266.68354.36

Embree

CPU Power Consumption Monitor

MinAvgMaxperformance5.050.754.5stock5.033.235.2OpenBenchmarking.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: Crownperformancestock0.07560.15120.22680.30240.3780.2400.336

Embree

CPU Power Consumption Monitor

MinAvgMaxperformance5.050.154.6stock5.332.835.3OpenBenchmarking.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 Dragonperformancestock0.09160.18320.27480.36640.4580.2820.407

Appleseed

CPU Power Consumption Monitor

MinAvgMaxperformance5.351.754.5stock5.134.535.3OpenBenchmarking.orgWatts, Fewer Is BetterAppleseed 2.0 BetaCPU Power Consumption Monitor1530456075

Appleseed

CPU Power Consumption Monitor

MinAvgMaxperformance5.352.454.6stock5.234.535.5OpenBenchmarking.orgWatts, Fewer Is BetterAppleseed 2.0 BetaCPU Power Consumption Monitor1530456075

Blender

CPU Power Consumption Monitor

MinAvgMaxperformance4.952.254.7stock5.034.135.3OpenBenchmarking.orgWatts, Fewer Is BetterBlender 4.0CPU Power Consumption Monitor1530456075

TensorFlow

CPU Power Consumption Monitor

MinAvgMaxperformance4.644.351.3stock5.433.935.2OpenBenchmarking.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-50performancestock0.15190.30380.45570.60760.75950.5240.675

TensorFlow

CPU Power Consumption Monitor

MinAvgMaxperformance5.128.848.1stock5.323.435.1OpenBenchmarking.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-50performancestock0.12110.24220.36330.48440.60550.4490.538

PyTorch

CPU Power Consumption Monitor

MinAvgMaxperformance5.144.949.5stock5.334.135.1OpenBenchmarking.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_lperformancestock0.05490.10980.16470.21960.27450.1940.244

PyTorch

CPU Power Consumption Monitor

MinAvgMaxperformance5.349.753.9stock5.233.735.2OpenBenchmarking.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-152performancestock0.08510.17020.25530.34040.42550.2720.378

PyTorch

CPU Power Consumption Monitor

MinAvgMaxperformance4.946.653.7stock5.132.335.3OpenBenchmarking.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-50performancestock0.21020.42040.63060.84081.0510.6850.934

PyTorch

CPU Power Consumption Monitor

MinAvgMaxperformance5.040.644.7stock5.232.935.1OpenBenchmarking.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_lperformancestock0.08210.16420.24630.32840.41050.2980.365

PyTorch

CPU Power Consumption Monitor

MinAvgMaxperformance5.244.450.3stock5.332.035.1OpenBenchmarking.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-152performancestock0.14290.28580.42870.57160.71450.4800.635

PyTorch

CPU Power Consumption Monitor

MinAvgMaxperformance5.037.548.7stock5.228.735.1OpenBenchmarking.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-50performancestock0.39150.7831.17451.5661.95751.3581.740

Llamafile

CPU Power Consumption Monitor

MinAvgMaxperformance5.243.454.1stock5.131.335.1OpenBenchmarking.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: CPUperformancestock0.0650.130.1950.260.3250.2100.289

Llamafile

CPU Power Consumption Monitor

MinAvgMaxperformance5.140.150.3stock5.433.835.1OpenBenchmarking.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: CPUperformancestock0.03650.0730.10950.1460.18250.1380.162

OpenVINO

CPU Power Consumption Monitor

MinAvgMaxperformance5.150.754.6stock5.233.035.3OpenBenchmarking.orgWatts, Fewer Is BetterOpenVINO 2023.2.devCPU Power Consumption Monitor1530456075

OpenVINO

CPU Power Consumption Monitor

MinAvgMaxperformance4.950.654.5stock5.333.035.4OpenBenchmarking.orgWatts, Fewer Is BetterOpenVINO 2023.2.devCPU Power Consumption Monitor1530456075

OpenVINO

CPU Power Consumption Monitor

MinAvgMaxperformance4.950.354.5stock5.532.835.2OpenBenchmarking.orgWatts, Fewer Is BetterOpenVINO 2023.2.devCPU Power Consumption Monitor1530456075

OpenVINO

CPU Power Consumption Monitor

MinAvgMaxperformance5.050.454.6stock5.332.935.3OpenBenchmarking.orgWatts, Fewer Is BetterOpenVINO 2023.2.devCPU Power Consumption Monitor1530456075

OpenVINO

CPU Power Consumption Monitor

MinAvgMaxperformance5.050.654.6stock5.133.035.4OpenBenchmarking.orgWatts, Fewer Is BetterOpenVINO 2023.2.devCPU Power Consumption Monitor1530456075

OpenVINO

CPU Power Consumption Monitor

MinAvgMaxperformance5.050.454.5stock5.233.135.1OpenBenchmarking.orgWatts, Fewer Is BetterOpenVINO 2023.2.devCPU Power Consumption Monitor1530456075

OpenVINO

CPU Power Consumption Monitor

MinAvgMaxperformance5.050.654.5stock5.233.035.3OpenBenchmarking.orgWatts, Fewer Is BetterOpenVINO 2023.2.devCPU Power Consumption Monitor1530456075

OpenVINO

CPU Power Consumption Monitor

MinAvgMaxperformance5.150.154.6stock5.232.635.3OpenBenchmarking.orgWatts, Fewer Is BetterOpenVINO 2023.2.devCPU Power Consumption Monitor1530456075

Timed Apache Compilation

CPU Power Consumption Monitor

MinAvgMaxperformance5.021.547.8stock5.218.631.7OpenBenchmarking.orgWatts, Fewer Is BetterTimed Apache Compilation 2.4.41CPU Power Consumption Monitor1428425670

Timed FFmpeg Compilation

CPU Power Consumption Monitor

MinAvgMaxperformance5.145.854.2stock5.131.035.2OpenBenchmarking.orgWatts, Fewer Is BetterTimed FFmpeg Compilation 6.1CPU Power Consumption Monitor1530456075

Timed PHP Compilation

CPU Power Consumption Monitor

MinAvgMaxperformance5.133.354.2stock5.125.535.2OpenBenchmarking.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 Monitorperformancestock1122334455Min: 4.96 / Avg: 49.87 / Max: 54.51Min: 5.2 / Avg: 32.94 / Max: 35.45

Timed Linux Kernel Compilation

CPU Power Consumption Monitor

MinAvgMaxperformance5.044.954.3stock5.130.535.3OpenBenchmarking.orgWatts, Fewer Is BetterTimed Linux Kernel Compilation 6.1CPU Power Consumption Monitor1530456075

VKMark

CPU Power Consumption Monitor

MinAvgMaxperformance5.130.239.3stock5.529.935.0OpenBenchmarking.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: Mailboxperformancestock2040608010087.7688.53

GLmark2

CPU Power Consumption Monitor

MinAvgMaxperformance5.137.153.9stock4.933.535.3OpenBenchmarking.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 1080performancestock306090120150124.03135.66

ParaView

CPU Power Consumption Monitor

MinAvgMaxperformance4.913.930.8stock5.013.730.4OpenBenchmarking.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 1080performancestock60120180240300274.74270.04

ParaView

Test: Wavelet Volume - Resolution: 1920 x 1080

OpenBenchmarking.orgMiVoxels / Sec, More Is BetterParaView 5.10.1Test: Wavelet Volume - Resolution: 1920 x 1080performancestock8001600240032004000SE +/- 36.04, N = 15SE +/- 33.02, N = 153827.163703.30

ParaView

CPU Power Consumption Monitor

MinAvgMaxperformance5.018.648.2stock5.217.235.1OpenBenchmarking.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 1080performancestock2040608010090.9694.36

ParaView

Test: Wavelet Contour - Resolution: 1920 x 1080

OpenBenchmarking.orgMiPolys / Sec, More Is BetterParaView 5.10.1Test: Wavelet Contour - Resolution: 1920 x 1080performancestock400800120016002000SE +/- 3.63, N = 5SE +/- 12.52, N = 51693.831623.83

ParaView

CPU Power Consumption Monitor

MinAvgMaxperformance5.124.238.6stock5.223.335.0OpenBenchmarking.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 1080performancestock306090120150121.92126.81

ParaView

Test: Many Spheres - Resolution: 1920 x 1080

OpenBenchmarking.orgMiPolys / Sec, More Is BetterParaView 5.10.1Test: Many Spheres - Resolution: 1920 x 1080performancestock6001200180024003000SE +/- 0.35, N = 3SE +/- 0.23, N = 32949.412949.86

Unigine Superposition

CPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterUnigine Superposition 1.0CPU Power Consumption Monitorperformancestock1020304050Min: 5.23 / Avg: 41.42 / Max: 51.06Min: 4.85 / Avg: 32.98 / Max: 35.12

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: OpenGLperformancestock0.470.941.411.882.351.6662.089

GravityMark

CPU Power Consumption Monitor

MinAvgMaxperformance5.027.236.1stock5.027.034.1OpenBenchmarking.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: Vulkanperformancestock0.35620.71241.06861.42481.7811.5731.583

3DMark Wild Life Extreme

CPU Power Consumption Monitor

MinAvgMaxperformance5.238.549.5stock5.232.235.4OpenBenchmarking.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 1080performancestock0.6751.352.0252.73.3752.5353.000

Selenium

CPU Power Consumption Monitor

MinAvgMaxperformance5.210.018.7stock5.210.119.4OpenBenchmarking.orgWatts, Fewer Is BetterSeleniumCPU Power Consumption Monitor612182430

Selenium

CPU Power Consumption Monitor

MinAvgMaxperformance5.07.814.6stock5.18.014.4OpenBenchmarking.orgWatts, Fewer Is BetterSeleniumCPU Power Consumption Monitor510152025

Selenium

CPU Power Consumption Monitor

MinAvgMaxperformance5.19.514.5stock5.29.614.7OpenBenchmarking.orgWatts, Fewer Is BetterSeleniumCPU Power Consumption Monitor510152025

Selenium

CPU Power Consumption Monitor

MinAvgMaxperformance5.111.117.3stock5.311.017.3OpenBenchmarking.orgWatts, Fewer Is BetterSeleniumCPU Power Consumption Monitor510152025

Selenium

CPU Power Consumption Monitor

MinAvgMaxperformance4.815.445.3stock5.316.234.4OpenBenchmarking.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 Chromeperformancestock51015202518.6417.83

Selenium

CPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterSeleniumCPU Power Consumption Monitorperformancestock918273645Min: 4.93 / Avg: 13.85 / Max: 44.84Min: 5.06 / Avg: 14.55 / Max: 32.44

Selenium

Benchmark: Jetstream 2 - Browser: Firefox

OpenBenchmarking.orgScore Per Watt, More Is BetterSeleniumBenchmark: Jetstream 2 - Browser: Firefoxperformancestock369121513.5012.60

Selenium

CPU Power Consumption Monitor

MinAvgMaxperformance5.213.621.6stock5.213.822.7OpenBenchmarking.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 Chromeperformancestock51015202521.7321.31

Phoronix Test Suite v10.8.5