dddd

Tests for a future article. AMD Ryzen 7 7840HS testing with a Framework Laptop 16 (AMD Ryzen 7040 ) FRANMZCP07 (03.01 BIOS) and AMD Radeon RX 7700S/7600/7600S/7600M XT/PRO W7600 512MB on Ubuntu 23.10 via the Phoronix Test Suite.

HTML result view exported from: https://openbenchmarking.org/result/2404126-NE-DDDD4030492&grs&sor.

ddddProcessorMotherboardChipsetMemoryDiskGraphicsAudioNetworkOSKernelDesktopDisplay ServerOpenGLCompilerFile-SystemScreen ResolutionabAMD Ryzen 7 7840HS @ 5.29GHz (8 Cores / 16 Threads)Framework Laptop 16 (AMD Ryzen 7040 ) FRANMZCP07 (03.01 BIOS)AMD Device 14e82 x 8GB DRAM-5600MT/s A-DATA AD5S56008G-B512GB Western Digital PC SN810 SDCPNRY-512GAMD Radeon RX 7700S/7600/7600S/7600M XT/PRO W7600 512MB (2208/1124MHz)AMD Navi 31 HDMI/DPMEDIATEK MT7922 802.11ax PCIUbuntu 23.106.7.0-060700-generic (x86_64)GNOME Shell 45.2X Server 1.21.1.74.6 Mesa 24.1~git2401210600.c3a64f~oibaf~m (git-c3a64f8 2024-01-21 mantic-oibaf-ppa) (LLVM 16.0.6 DRM 3.56)GCC 13.2.0ext42560x1600OpenBenchmarking.orgKernel Details- Transparent Huge Pages: madviseCompiler Details- --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 Processor Details- Scaling Governor: amd-pstate-epp powersave (EPP: performance) - Platform Profile: balanced - CPU Microcode: 0xa704103 - ACPI Profile: balanced Graphics Details- GLAMOR - BAR1 / Visible vRAM Size: 512 MB - vBIOS Version: 113-BRT125778.001Python Details- Python 3.11.6Security Details- 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: Vulnerable: Safe RET no microcode + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced / Automatic IBRS IBPB: conditional STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected

ddddfurmark: 1600 x 1200 - FurMark OpenGL - 8graphics-magick: HWB Color Spacegraphics-magick: Rotatepytorch: CPU - 16 - ResNet-152graphics-magick: Resizingspecfem3d: Mount St. Helenscompress-pbzip2: FreeBSD-13.0-RELEASE-amd64-memstick.img Compressionvvenc: Bosphorus 4K - Fasteronednn: Recurrent Neural Network Inference - CPUonednn: Deconvolution Batch shapes_1d - CPUgraphics-magick: Noise-Gaussiannamd: ATPase with 327,506 Atomspytorch: CPU - 1 - ResNet-152srsran: PDSCH Processor Benchmark, Throughput Threadgraphics-magick: Swirlonednn: Recurrent Neural Network Training - CPUavifenc: 10, Losslessgraphics-magick: Enhancedspecfem3d: Homogeneous Halfspaceffmpeg: libx264 - Platformospray: particle_volume/scivis/real_timerocksdb: Overwritefurmark: 1600 x 1200 - FurMark Vulkan - Offpytorch: CPU - 1 - ResNet-50ffmpeg: libx264 - Uploadopenvino: Person Detection FP16 - CPUopenvino: Person Detection FP16 - CPUavifenc: 0vvenc: Bosphorus 1080p - Fasterospray-studio: 2 - 4K - 32 - Path Tracer - CPUospray-studio: 1 - 4K - 1 - Path Tracer - CPUopenvino: Face Detection Retail FP16 - CPUsvt-av1: Preset 12 - Bosphorus 4Kspecfem3d: Water-layered Halfspaceencode-wavpack: WAV To WavPackopenvino: Person Vehicle Bike Detection FP16 - CPUprimesieve: 1e13tensorflow: CPU - 64 - AlexNetx265: Bosphorus 4Kvvenc: Bosphorus 4K - Fastfurmark: 1600 x 1200 - FurMark OpenGL - Offopenvino: Person Vehicle Bike Detection FP16 - CPUastcenc: Fastsvt-av1: Preset 4 - Bosphorus 4Krocksdb: Read Rand Write Randffmpeg: libx264 - Video On Demandopenvino: Face Detection Retail FP16 - CPUfurmark: 1920 x 1080 - FurMark Vulkan - Offospray-studio: 2 - 1080p - 16 - Path Tracer - CPUopenvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUsvt-av1: Preset 4 - Bosphorus 1080pffmpeg: libx265 - Platformopenvino: Person Re-Identification Retail FP16 - CPUbuild-mesa: Time To Compileospray-studio: 3 - 4K - 16 - Path Tracer - CPUrocksdb: Update Randopenvino: Weld Porosity Detection FP16 - CPUopenvino: Handwritten English Recognition FP16 - CPUvvenc: Bosphorus 1080p - Fastopenvino: Handwritten English Recognition FP16 - CPUopenvino: Weld Porosity Detection FP16 - CPUopenvino: Person Re-Identification Retail FP16 - CPUospray: particle_volume/pathtracer/real_timeprimesieve: 1e12openvino: Face Detection Retail FP16-INT8 - CPUbuild-ffmpeg: Time To Compileospray-studio: 2 - 1080p - 1 - Path Tracer - CPUffmpeg: libx265 - Video On Demandrocksdb: Seq Fillopenvino: Age Gender Recognition Retail 0013 FP16 - CPUopenvino: Handwritten English Recognition FP16-INT8 - CPUsvt-av1: Preset 8 - Bosphorus 1080popenvino: Face Detection FP16 - CPUopenvino: Road Segmentation ADAS FP16 - CPUopenvino: Road Segmentation ADAS FP16 - CPUopenvino: Handwritten English Recognition FP16-INT8 - CPUopenvino: Weld Porosity Detection FP16-INT8 - CPUdraco: Lionffmpeg: libx265 - Uploadavifenc: 6, Losslessopenvino: Face Detection Retail FP16-INT8 - CPUopenvino: Person Detection FP32 - CPUblender: Classroom - CPU-Onlyopenvino: Person Detection FP32 - CPUavifenc: 2tensorflow: CPU - 16 - GoogLeNetopenvino: Face Detection FP16 - CPUastcenc: Mediumopenvino: Weld Porosity Detection FP16-INT8 - CPUospray: gravity_spheres_volume/dim_512/scivis/real_timefurmark: 2560 x 1440 - FurMark Vulkan - Offonednn: IP Shapes 3D - CPUospray: gravity_spheres_volume/dim_512/pathtracer/real_timeospray-studio: 1 - 4K - 32 - Path Tracer - CPUastcenc: Thoroughbrl-cad: VGR Performance Metricblender: Fishy Cat - CPU-Onlyospray-studio: 3 - 1080p - 32 - Path Tracer - CPUv-ray: CPUopenvino: Age Gender Recognition Retail 0013 FP16 - CPUopenssl: AES-128-GCMspecfem3d: Tomographic Modelospray: particle_volume/ao/real_timeopenssl: SHA256openvino: Face Detection FP16-INT8 - CPUopenssl: ChaCha20tensorflow: CPU - 1 - GoogLeNetsvt-av1: Preset 8 - Bosphorus 4Kopenssl: SHA512blender: Pabellon Barcelona - CPU-Onlyopenvino: Face Detection FP16-INT8 - CPUopenvino: Vehicle Detection FP16-INT8 - CPUtensorflow: CPU - 32 - AlexNetospray-studio: 3 - 4K - 1 - Path Tracer - CPUastcenc: Very Thoroughopenvino: Vehicle Detection FP16-INT8 - CPUastcenc: Exhaustivenamd: STMV with 1,066,628 Atomsospray-studio: 3 - 1080p - 16 - Path Tracer - CPUopenssl: RSA4096openvino: Road Segmentation ADAS FP16-INT8 - CPUtensorflow: CPU - 32 - GoogLeNetopenssl: ChaCha20-Poly1305onednn: Deconvolution Batch shapes_3d - CPUospray-studio: 3 - 4K - 32 - Path Tracer - CPUopenvino: Road Segmentation ADAS FP16-INT8 - CPUopenvino: Machine Translation EN To DE FP16 - CPUtensorflow: CPU - 64 - GoogLeNetopenvino: Machine Translation EN To DE FP16 - CPUfurmark: 2560 x 1600 - Furmark Knot Vulkan - Offopenssl: RSA4096build-linux-kernel: allmodconfigospray-studio: 2 - 1080p - 32 - Path Tracer - CPUospray-studio: 1 - 1080p - 1 - Path Tracer - CPUffmpeg: libx265 - Liveblender: BMW27 - CPU-Onlyospray-studio: 2 - 4K - 1 - Path Tracer - CPUospray-studio: 1 - 1080p - 32 - Path Tracer - CPUopenssl: AES-256-GCMrocksdb: Rand Fillsvt-av1: Preset 12 - Bosphorus 1080pblender: Barbershop - CPU-Onlyospray-studio: 1 - 1080p - 16 - Path Tracer - CPUonednn: IP Shapes 1D - CPUfurmark: 1920 x 1080 - FurMark OpenGL - Offrocksdb: Rand Readfurmark: 2560 x 1600 - FurMark Vulkan - Offospray: gravity_spheres_volume/dim_512/ao/real_timeospray-studio: 3 - 1080p - 1 - Path Tracer - CPUtensorflow: CPU - 1 - ResNet-50tensorflow: CPU - 64 - ResNet-50rocksdb: Read While Writingsvt-av1: Preset 13 - Bosphorus 1080psvt-av1: Preset 13 - Bosphorus 4Kospray-studio: 2 - 4K - 16 - Path Tracer - CPUfurmark: 2560 x 1600 - FurMark Knot OpenGL - Offstockfish: Chess Benchmarkpytorch: CPU - 16 - ResNet-50build-nodejs: Time To Compileonednn: Convolution Batch Shapes Auto - CPUsrsran: PDSCH Processor Benchmark, Throughput Totalopenvino: Noise Suppression Poconet-Like FP16 - CPUfurmark: 1920 x 1200 - FurMark OpenGL - Offopenvino: Noise Suppression Poconet-Like FP16 - CPUavifenc: 6build-linux-kernel: defconfigfurmark: 1600 x 1200 - FurMark Knot OpenGL - Offtensorflow: CPU - 16 - ResNet-50furmark: 1920 x 1200 - Furmark Knot Vulkan - Offtensorflow: CPU - 32 - ResNet-50tensorflow: CPU - 16 - AlexNetfurmark: 2560 x 1440 - FurMark OpenGL - Offfurmark: 2560 x 1600 - FurMark OpenGL - Offfurmark: 2560 x 1600 - Furmark Knot Vulkan - 8ospray-studio: 1 - 4K - 16 - Path Tracer - CPUblender: Junkshop - CPU-Onlyfurmark: 1920 x 1080 - FurMark Vulkan - 8furmark: 1920 x 1200 - FurMark Vulkan - Offx265: Bosphorus 1080ptensorflow: CPU - 1 - AlexNetspecfem3d: Layered Halfspacefurmark: 2560 x 1600 - FurMark Vulkan - 8furmark: 1920 x 1080 - FurMark Knot OpenGL - Offfurmark: 1920 x 1080 - Furmark Knot Vulkan - 8openvino: Vehicle Detection FP16 - CPUopenvino: Vehicle Detection FP16 - CPUfurmark: 1920 x 1080 - Furmark Knot Vulkan - Offbuild-php: Time To Compilefurmark: 2560 x 1440 - Furmark Knot Vulkan - 8furmark: 2560 x 1440 - Furmark Knot Vulkan - Offfurmark: 1920 x 1200 - FurMark Vulkan - 8furmark: 2560 x 1440 - FurMark OpenGL - 8rocksdb: Rand Fill Syncfurmark: 2560 x 1440 - FurMark Vulkan - 8furmark: 1920 x 1200 - FurMark OpenGL - 8draco: Church Facadefurmark: 1920 x 1200 - Furmark Knot Vulkan - 8furmark: 2560 x 1600 - FurMark Knot OpenGL - 8furmark: 1920 x 1080 - FurMark OpenGL - 8furmark: 1600 x 1200 - FurMark Vulkan - 8furmark: 2560 x 1440 - FurMark Knot OpenGL - Offfurmark: 1600 x 1200 - FurMark Knot OpenGL - 8furmark: 1920 x 1200 - FurMark Knot OpenGL - 8furmark: 1600 x 1200 - Furmark Knot Vulkan - 8furmark: 2560 x 1600 - FurMark OpenGL - 8furmark: 1600 x 1200 - Furmark Knot Vulkan - Offfurmark: 1920 x 1080 - FurMark Knot OpenGL - 8furmark: 1920 x 1200 - FurMark Knot OpenGL - Offsrsran: PUSCH Processor Benchmark, Throughput Totalfurmark: 2560 x 1440 - FurMark Knot OpenGL - 8openvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUoidn: RTLightmap.hdr.4096x4096 - CPU-Onlyoidn: RT.ldr_alb_nrm.3840x2160 - CPU-Onlyoidn: RT.hdr_alb_nrm.3840x2160 - CPU-Onlygraphics-magick: Sharpensrsran: PUSCH Processor Benchmark, Throughput Threadffmpeg: libx264 - Livejpegxl-decode: 1ab5.593848149879.8216182.5590503829.0965788.4392226.088.02098501.0884015.55687.1924015.966.64534102.77814511140.353.1056561715418.7578239.8310.8734.96114.27158.93129.823429573130671136.7377.172203.1336980456.4857.88223.3124.5411.083.6722.208891505.23130.68843.639134788940.433.4821.393295853918188.0612.48439.566.1940.432254325332888491.4242.2712.2932.8916.18642.3496.425417.6611668.4472.397333739.507823760.57265.3290.83832.7536.53109.3230.038.25684919.7412.5254.7334.37376.63116.2275.88860.044.7953.1126960.132.4763314.3164065.762043.084544228787.0957167932190.851300191475012963.089307362836078.7870731053.1122112444842350427.344677034994038.9630.6894031158590474.99.357.47105.89154830.9778532.310.59970.33461676245537.4173.3959.28331861489006.3334650049623.0254.7959.372.925.2045651336591814.7451117713287102.57155.011317910978779742211140627403353.3631415.18577763.6467425.8189435295544812.2423172.52283388410.6720.391718058411.20382.2782159625.9052611421737024.171483.89416.1276431412.6322.225189629.328.037139.4359.04907919.977.12749920.2277.8917.77583115.8357252.267181213660209.095.01872618.30673855.410.44204.9941636373.35168310.0507683.055605247.6316.18.18919985.7572.4254875.792924.4622544.700126165163.679225.6670189302.8178992.9638796.2838634.4714756.5327013.950513.8826922.8285274.2832187.1936594.2828568.709886848.43.1974060.40.160.340.3421111.9165.704.0648241629410.3616978.7700287618.7000158.082134.427.70374521.1300516.12665.1953891.676.4523599.90435157641.513.1888963362518.27601240.8211.1434.14117155.22530.534419991127781162.2378.889198.7207310246.6287.71218.559127.2411.323.74822.680002515.93133.41793.714137562941.263.4120.9644895737718552.6312.73440.356.0739.651249447339358500.95246.9612.52632.2815.88654.3898.231817.3391699.3671.097327840.217964360.56270.0292.426818.3835.9111.2329.528.11673320.0812.3134.6533.79370.35118.1974.62661.054.8753.9895975.92.5169214.0875235.670343.134424161567.2099170618187.881280021498213166.49452391738077.5848096573.1604312636325550420.94747975721039.5531.1514091805870467.889.497.36107.46152570.992540.040.60830.32996666895614.8175.860.1336450986006.4207949375422.7155.5360.171.955.135846135443.51790.8721103013244103.91153.041301510843880734108330635103349.1631398.67571053.6882325.5299845354861512.3785352.55045384410.7820.61735400415.26683.092139255.8505091434762524.391470.72415.98484352.212.5222.034473634.657.97138.2858.98074620.127.18098920.3778.4617.90212415.7307462.252425212290207.945.04374918.39466355.1510.4204.2369764593.36408610.087253.066259248.4216.058.21188485.5252.4308465.804834.4712214.707648165413.6844785.6743289412.8213322.9605626.2771754.4754226.5382233.9472093.8800072.8266714.2860137.1983144.2817518.711986848.63.1972850.40.160.340.3421111.9165.70OpenBenchmarking.org

FurMark

Resolution: 1600 x 1200 - Demo: FurMark OpenGL - MSAA: 8

OpenBenchmarking.orgFPS, More Is BetterFurMark 2.1Resolution: 1600 x 1200 - Demo: FurMark OpenGL - MSAA: 8ab1.25862.51723.77585.03446.2935.5938484.064824MAX: 8MIN: 4 / MAX: 6

GraphicsMagick

Operation: HWB Color Space

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.43Operation: HWB Color Spaceba40801201602001621491. (CC) gcc options: -fopenmp -O2 -ltiff -ljbig -lwebpmux -lwebp -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -lxml2 -lzstd -llzma -lbz2 -lz -lm -lpthread -lgomp

GraphicsMagick

Operation: Rotate

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.43Operation: Rotateba2040608010094871. (CC) gcc options: -fopenmp -O2 -ltiff -ljbig -lwebpmux -lwebp -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -lxml2 -lzstd -llzma -lbz2 -lz -lm -lpthread -lgomp

PyTorch

Device: CPU - Batch Size: 16 - Model: ResNet-152

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.2.1Device: CPU - Batch Size: 16 - Model: ResNet-152ba369121510.369.82MIN: 7.73 / MAX: 11.29MIN: 6.44 / MAX: 11.02

GraphicsMagick

Operation: Resizing

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.43Operation: Resizingba40801201602001691611. (CC) gcc options: -fopenmp -O2 -ltiff -ljbig -lwebpmux -lwebp -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -lxml2 -lzstd -llzma -lbz2 -lz -lm -lpthread -lgomp

SPECFEM3D

Model: Mount St. Helens

OpenBenchmarking.orgSeconds, Fewer Is BetterSPECFEM3D 4.1.1Model: Mount St. Helensba2040608010078.7782.561. (F9X) gfortran options: -O2 -fopenmp -std=f2008 -fimplicit-none -fmax-errors=10 -pedantic -pedantic-errors -O3 -finline-functions -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz

Parallel BZIP2 Compression

FreeBSD-13.0-RELEASE-amd64-memstick.img Compression

OpenBenchmarking.orgSeconds, Fewer Is BetterParallel BZIP2 Compression 1.1.13FreeBSD-13.0-RELEASE-amd64-memstick.img Compressionba36912158.7000159.0965781. (CXX) g++ options: -O2 -pthread -lbz2 -lpthread

VVenC

Video Input: Bosphorus 4K - Video Preset: Faster

OpenBenchmarking.orgFrames Per Second, More Is BetterVVenC 1.11Video Input: Bosphorus 4K - Video Preset: Fasterab2468108.4398.0801. (CXX) g++ options: -O3 -flto=auto -fno-fat-lto-objects

oneDNN

Harness: Recurrent Neural Network Inference - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.4Harness: Recurrent Neural Network Inference - Engine: CPUba50010001500200025002134.422226.08MIN: 1963.9MIN: 2031.781. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl

oneDNN

Harness: Deconvolution Batch shapes_1d - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.4Harness: Deconvolution Batch shapes_1d - Engine: CPUba2468107.703748.02098MIN: 5.15MIN: 5.241. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl

GraphicsMagick

Operation: Noise-Gaussian

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.43Operation: Noise-Gaussianba122436486052501. (CC) gcc options: -fopenmp -O2 -ltiff -ljbig -lwebpmux -lwebp -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -lxml2 -lzstd -llzma -lbz2 -lz -lm -lpthread -lgomp

NAMD

Input: ATPase with 327,506 Atoms

OpenBenchmarking.orgns/day, More Is BetterNAMD 3.0b6Input: ATPase with 327,506 Atomsba0.25430.50860.76291.01721.27151.130051.08840

PyTorch

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

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.2.1Device: CPU - Batch Size: 1 - Model: ResNet-152ba4812162016.1215.55MIN: 13.02 / MAX: 17.86MIN: 11.59 / MAX: 17.15

srsRAN Project

Test: PDSCH Processor Benchmark, Throughput Thread

OpenBenchmarking.orgMbps, More Is BettersrsRAN Project 23.10.1-20240325Test: PDSCH Processor Benchmark, Throughput Threadab150300450600750687.1665.11. (CXX) g++ options: -O3 -march=native -mavx2 -mavx -msse4.1 -mfma -mavx512f -mavx512cd -mavx512bw -mavx512dq -fno-trapping-math -fno-math-errno -ldl

GraphicsMagick

Operation: Swirl

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.43Operation: Swirlba2040608010095921. (CC) gcc options: -fopenmp -O2 -ltiff -ljbig -lwebpmux -lwebp -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -lxml2 -lzstd -llzma -lbz2 -lz -lm -lpthread -lgomp

oneDNN

Harness: Recurrent Neural Network Training - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.4Harness: Recurrent Neural Network Training - Engine: CPUba90018002700360045003891.674015.96MIN: 3624.73MIN: 3796.691. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl

libavif avifenc

Encoder Speed: 10, Lossless

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 1.0Encoder Speed: 10, Losslessba2468106.4526.6451. (CXX) g++ options: -O3 -fPIC -lm

GraphicsMagick

Operation: Enhanced

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.43Operation: Enhancedba81624324035341. (CC) gcc options: -fopenmp -O2 -ltiff -ljbig -lwebpmux -lwebp -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -lxml2 -lzstd -llzma -lbz2 -lz -lm -lpthread -lgomp

SPECFEM3D

Model: Homogeneous Halfspace

OpenBenchmarking.orgSeconds, Fewer Is BetterSPECFEM3D 4.1.1Model: Homogeneous Halfspaceba2040608010099.90102.781. (F9X) gfortran options: -O2 -fopenmp -std=f2008 -fimplicit-none -fmax-errors=10 -pedantic -pedantic-errors -O3 -finline-functions -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz

FFmpeg

Encoder: libx264 - Scenario: Platform

OpenBenchmarking.orgFPS, More Is BetterFFmpeg 7.0Encoder: libx264 - Scenario: Platformba91827364541.5140.351. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

OSPRay

Benchmark: particle_volume/scivis/real_time

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 3.1Benchmark: particle_volume/scivis/real_timeba0.71751.4352.15252.873.58753.188893.10565

RocksDB

Test: Overwrite

OpenBenchmarking.orgOp/s, More Is BetterRocksDB 9.0Test: Overwriteba140K280K420K560K700K6336256171541. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

FurMark

Resolution: 1600 x 1200 - Demo: FurMark Vulkan - MSAA: Off

OpenBenchmarking.orgFPS, More Is BetterFurMark 2.1Resolution: 1600 x 1200 - Demo: FurMark Vulkan - MSAA: Offab51015202518.7618.28MAX: 23MIN: 18 / MAX: 23

PyTorch

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

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.2.1Device: CPU - Batch Size: 1 - Model: ResNet-50ba91827364540.8239.83MIN: 27.63 / MAX: 44.34MIN: 26.6 / MAX: 43.64

FFmpeg

Encoder: libx264 - Scenario: Upload

OpenBenchmarking.orgFPS, More Is BetterFFmpeg 7.0Encoder: libx264 - Scenario: Uploadba369121511.1410.871. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

OpenVINO

Model: Person Detection FP16 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.0Model: Person Detection FP16 - Device: CPUab81624324034.9634.141. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenVINO

Model: Person Detection FP16 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.0Model: Person Detection FP16 - Device: CPUab306090120150114.27117.00MIN: 70.12 / MAX: 158.54MIN: 68.36 / MAX: 168.571. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

libavif avifenc

Encoder Speed: 0

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 1.0Encoder Speed: 0ba4080120160200155.23158.931. (CXX) g++ options: -O3 -fPIC -lm

VVenC

Video Input: Bosphorus 1080p - Video Preset: Faster

OpenBenchmarking.orgFrames Per Second, More Is BetterVVenC 1.11Video Input: Bosphorus 1080p - Video Preset: Fasterba71421283530.5329.821. (CXX) g++ options: -O3 -flto=auto -fno-fat-lto-objects

OSPRay Studio

Camera: 2 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPU

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 1.0Camera: 2 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPUba90K180K270K360K450K419991429573

OSPRay Studio

Camera: 1 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPU

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 1.0Camera: 1 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPUba3K6K9K12K15K1277813067

OpenVINO

Model: Face Detection Retail FP16 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.0Model: Face Detection Retail FP16 - Device: CPUba20040060080010001162.231136.731. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

SVT-AV1

Encoder Mode: Preset 12 - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 2.0Encoder Mode: Preset 12 - Input: Bosphorus 4Kba2040608010078.8977.171. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

SPECFEM3D

Model: Water-layered Halfspace

OpenBenchmarking.orgSeconds, Fewer Is BetterSPECFEM3D 4.1.1Model: Water-layered Halfspaceba4080120160200198.72203.131. (F9X) gfortran options: -O2 -fopenmp -std=f2008 -fimplicit-none -fmax-errors=10 -pedantic -pedantic-errors -O3 -finline-functions -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz

WavPack Audio Encoding

WAV To WavPack

OpenBenchmarking.orgSeconds, Fewer Is BetterWavPack Audio Encoding 5.7WAV To WavPackab2468106.4856.628

OpenVINO

Model: Person Vehicle Bike Detection FP16 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.0Model: Person Vehicle Bike Detection FP16 - Device: CPUba2468107.717.88MIN: 4.94 / MAX: 49.25MIN: 5.16 / MAX: 21.931. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

Primesieve

Length: 1e13

OpenBenchmarking.orgSeconds, Fewer Is BetterPrimesieve 12.1Length: 1e13ba50100150200250218.56223.301. (CXX) g++ options: -O3

TensorFlow

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

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.16.1Device: CPU - Batch Size: 64 - Model: AlexNetba306090120150127.24124.54

x265

Video Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is Betterx265 3.6Video Input: Bosphorus 4Kba369121511.3211.081. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

VVenC

Video Input: Bosphorus 4K - Video Preset: Fast

OpenBenchmarking.orgFrames Per Second, More Is BetterVVenC 1.11Video Input: Bosphorus 4K - Video Preset: Fastba0.84331.68662.52993.37324.21653.7483.6701. (CXX) g++ options: -O3 -flto=auto -fno-fat-lto-objects

FurMark

Resolution: 1600 x 1200 - Demo: FurMark OpenGL - MSAA: Off

OpenBenchmarking.orgFPS, More Is BetterFurMark 2.1Resolution: 1600 x 1200 - Demo: FurMark OpenGL - MSAA: Offba51015202522.6822.21MAX: 24MIN: 22 / MAX: 23

OpenVINO

Model: Person Vehicle Bike Detection FP16 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.0Model: Person Vehicle Bike Detection FP16 - Device: CPUba110220330440550515.93505.231. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

ASTC Encoder

Preset: Fast

OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 4.7Preset: Fastba306090120150133.42130.691. (CXX) g++ options: -O3 -flto -pthread

SVT-AV1

Encoder Mode: Preset 4 - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 2.0Encoder Mode: Preset 4 - Input: Bosphorus 4Kba0.83571.67142.50713.34284.17853.7143.6391. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

RocksDB

Test: Read Random Write Random

OpenBenchmarking.orgOp/s, More Is BetterRocksDB 9.0Test: Read Random Write Randomba300K600K900K1200K1500K137562913478891. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

FFmpeg

Encoder: libx264 - Scenario: Video On Demand

OpenBenchmarking.orgFPS, More Is BetterFFmpeg 7.0Encoder: libx264 - Scenario: Video On Demandba91827364541.2640.431. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

OpenVINO

Model: Face Detection Retail FP16 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.0Model: Face Detection Retail FP16 - Device: CPUba0.7831.5662.3493.1323.9153.413.48MIN: 1.91 / MAX: 36.14MIN: 1.94 / MAX: 43.461. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

FurMark

Resolution: 1920 x 1080 - Demo: FurMark Vulkan - MSAA: Off

OpenBenchmarking.orgFPS, More Is BetterFurMark 2.1Resolution: 1920 x 1080 - Demo: FurMark Vulkan - MSAA: Offab51015202521.3920.96MIN: 21 / MAX: 26MAX: 26

OSPRay Studio

Camera: 2 - Resolution: 1080p - Samples Per Pixel: 16 - Renderer: Path Tracer - Acceleration: CPU

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 1.0Camera: 2 - Resolution: 1080p - Samples Per Pixel: 16 - Renderer: Path Tracer - Acceleration: CPUba13K26K39K52K65K5737758539

OpenVINO

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

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.0Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPUba4K8K12K16K20K18552.6318188.061. (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 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 2.0Encoder Mode: Preset 4 - Input: Bosphorus 1080pba369121512.7312.481. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

FFmpeg

Encoder: libx265 - Scenario: Platform

OpenBenchmarking.orgFPS, More Is BetterFFmpeg 7.0Encoder: libx265 - Scenario: Platformba91827364540.3539.561. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

OpenVINO

Model: Person Re-Identification Retail FP16 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.0Model: Person Re-Identification Retail FP16 - Device: CPUba2468106.076.19MIN: 3.71 / MAX: 30.03MIN: 3.67 / MAX: 23.371. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

Timed Mesa Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Mesa Compilation 24.0Time To Compileba91827364539.6540.43

OSPRay Studio

Camera: 3 - Resolution: 4K - Samples Per Pixel: 16 - Renderer: Path Tracer - Acceleration: CPU

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 1.0Camera: 3 - Resolution: 4K - Samples Per Pixel: 16 - Renderer: Path Tracer - Acceleration: CPUba50K100K150K200K250K249447254325

RocksDB

Test: Update Random

OpenBenchmarking.orgOp/s, More Is BetterRocksDB 9.0Test: Update Randomba70K140K210K280K350K3393583328881. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

OpenVINO

Model: Weld Porosity Detection FP16 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.0Model: Weld Porosity Detection FP16 - Device: CPUba110220330440550500.95491.401. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenVINO

Model: Handwritten English Recognition FP16 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.0Model: Handwritten English Recognition FP16 - Device: CPUba50100150200250246.96242.271. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

VVenC

Video Input: Bosphorus 1080p - Video Preset: Fast

OpenBenchmarking.orgFrames Per Second, More Is BetterVVenC 1.11Video Input: Bosphorus 1080p - Video Preset: Fastba369121512.5312.291. (CXX) g++ options: -O3 -flto=auto -fno-fat-lto-objects

OpenVINO

Model: Handwritten English Recognition FP16 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.0Model: Handwritten English Recognition FP16 - Device: CPUba81624324032.2832.89MIN: 22.96 / MAX: 76.25MIN: 23.07 / MAX: 73.631. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenVINO

Model: Weld Porosity Detection FP16 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.0Model: Weld Porosity Detection FP16 - Device: CPUba4812162015.8816.18MIN: 8.32 / MAX: 60.46MIN: 8.39 / MAX: 58.731. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenVINO

Model: Person Re-Identification Retail FP16 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.0Model: Person Re-Identification Retail FP16 - Device: CPUba140280420560700654.38642.341. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OSPRay

Benchmark: particle_volume/pathtracer/real_time

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 3.1Benchmark: particle_volume/pathtracer/real_timeba2040608010098.2396.43

Primesieve

Length: 1e12

OpenBenchmarking.orgSeconds, Fewer Is BetterPrimesieve 12.1Length: 1e12ba4812162017.3417.661. (CXX) g++ options: -O3

OpenVINO

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

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.0Model: Face Detection Retail FP16-INT8 - Device: CPUba4008001200160020001699.361668.441. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

Timed FFmpeg Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed FFmpeg Compilation 7.0Time To Compileba163248648071.1072.40

OSPRay Studio

Camera: 2 - Resolution: 1080p - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPU

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 1.0Camera: 2 - Resolution: 1080p - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPUba700140021002800350032783337

FFmpeg

Encoder: libx265 - Scenario: Video On Demand

OpenBenchmarking.orgFPS, More Is BetterFFmpeg 7.0Encoder: libx265 - Scenario: Video On Demandba91827364540.2139.501. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

RocksDB

Test: Sequential Fill

OpenBenchmarking.orgOp/s, More Is BetterRocksDB 9.0Test: Sequential Fillba200K400K600K800K1000K7964367823761. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

OpenVINO

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

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.0Model: Age Gender Recognition Retail 0013 FP16 - Device: CPUba0.12830.25660.38490.51320.64150.560.57MIN: 0.3 / MAX: 18.73MIN: 0.3 / MAX: 17.161. (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 2024.0Model: Handwritten English Recognition FP16-INT8 - Device: CPUba60120180240300270.02265.321. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

SVT-AV1

Encoder Mode: Preset 8 - Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 2.0Encoder Mode: Preset 8 - Input: Bosphorus 1080pba2040608010092.4390.831. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

OpenVINO

Model: Face Detection FP16 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.0Model: Face Detection FP16 - Device: CPUba2004006008001000818.38832.75MIN: 426.02 / MAX: 896.84MIN: 437.95 / MAX: 920.671. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenVINO

Model: Road Segmentation ADAS FP16 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.0Model: Road Segmentation ADAS FP16 - Device: CPUba81624324035.9036.53MIN: 17.92 / MAX: 63.83MIN: 21.06 / MAX: 62.371. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenVINO

Model: Road Segmentation ADAS FP16 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.0Model: Road Segmentation ADAS FP16 - Device: CPUba20406080100111.23109.321. (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 2024.0Model: Handwritten English Recognition FP16-INT8 - Device: CPUba71421283529.5230.03MIN: 20.52 / MAX: 76.73MIN: 20.82 / MAX: 77.011. (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 2024.0Model: Weld Porosity Detection FP16-INT8 - Device: CPUba2468108.118.25MIN: 4.37 / MAX: 46.62MIN: 4.45 / MAX: 29.881. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

Google Draco

Model: Lion

OpenBenchmarking.orgms, Fewer Is BetterGoogle Draco 1.5.6Model: Lionba15003000450060007500673368491. (CXX) g++ options: -O3

FFmpeg

Encoder: libx265 - Scenario: Upload

OpenBenchmarking.orgFPS, More Is BetterFFmpeg 7.0Encoder: libx265 - Scenario: Uploadba51015202520.0819.741. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

libavif avifenc

Encoder Speed: 6, Lossless

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 1.0Encoder Speed: 6, Losslessba369121512.3112.531. (CXX) g++ options: -O3 -fPIC -lm

OpenVINO

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

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.0Model: Face Detection Retail FP16-INT8 - Device: CPUba1.06432.12863.19294.25725.32154.654.73MIN: 2.81 / MAX: 43.73MIN: 2.83 / MAX: 50.891. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenVINO

Model: Person Detection FP32 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.0Model: Person Detection FP32 - Device: CPUab81624324034.3733.791. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

Blender

Blend File: Classroom - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.1Blend File: Classroom - Compute: CPU-Onlyba80160240320400370.35376.63

OpenVINO

Model: Person Detection FP32 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.0Model: Person Detection FP32 - Device: CPUab306090120150116.22118.19MIN: 76.8 / MAX: 161.29MIN: 80.54 / MAX: 163.991. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

libavif avifenc

Encoder Speed: 2

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 1.0Encoder Speed: 2ba2040608010074.6375.891. (CXX) g++ options: -O3 -fPIC -lm

TensorFlow

Device: CPU - Batch Size: 16 - Model: GoogLeNet

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.16.1Device: CPU - Batch Size: 16 - Model: GoogLeNetba142842567061.0560.04

OpenVINO

Model: Face Detection FP16 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.0Model: Face Detection FP16 - Device: CPUba1.09582.19163.28744.38325.4794.874.791. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

ASTC Encoder

Preset: Medium

OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 4.7Preset: Mediumba122436486053.9953.111. (CXX) g++ options: -O3 -flto -pthread

OpenVINO

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

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.0Model: Weld Porosity Detection FP16-INT8 - Device: CPUba2004006008001000975.90960.131. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OSPRay

Benchmark: gravity_spheres_volume/dim_512/scivis/real_time

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 3.1Benchmark: gravity_spheres_volume/dim_512/scivis/real_timeba0.56631.13261.69892.26522.83152.516922.47633

FurMark

Resolution: 2560 x 1440 - Demo: FurMark Vulkan - MSAA: Off

OpenBenchmarking.orgFPS, More Is BetterFurMark 2.1Resolution: 2560 x 1440 - Demo: FurMark Vulkan - MSAA: Offab4812162014.3214.09MIN: 14 / MAX: 19MIN: 14 / MAX: 19

oneDNN

Harness: IP Shapes 3D - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.4Harness: IP Shapes 3D - Engine: CPUba1.29652.5933.88955.1866.48255.670345.76204MIN: 4.57MIN: 4.581. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl

OSPRay

Benchmark: gravity_spheres_volume/dim_512/pathtracer/real_time

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 3.1Benchmark: gravity_spheres_volume/dim_512/pathtracer/real_timeba0.70521.41042.11562.82083.5263.134423.08454

OSPRay Studio

Camera: 1 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPU

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 1.0Camera: 1 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPUba90K180K270K360K450K416156422878

ASTC Encoder

Preset: Thorough

OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 4.7Preset: Thoroughba2468107.20997.09571. (CXX) g++ options: -O3 -flto -pthread

BRL-CAD

VGR Performance Metric

OpenBenchmarking.orgVGR Performance Metric, More Is BetterBRL-CAD 7.38.2VGR Performance Metricba40K80K120K160K200K1706181679321. (CXX) g++ options: -std=c++17 -pipe -fvisibility=hidden -fno-strict-aliasing -fno-common -fexceptions -ftemplate-depth-128 -m64 -ggdb3 -O3 -fipa-pta -fstrength-reduce -finline-functions -flto -ltcl8.6 -lnetpbm -lregex_brl -lz_brl -lassimp -ldl -lm -ltk8.6

Blender

Blend File: Fishy Cat - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.1Blend File: Fishy Cat - Compute: CPU-Onlyba4080120160200187.88190.85

OSPRay Studio

Camera: 3 - Resolution: 1080p - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPU

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 1.0Camera: 3 - Resolution: 1080p - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPUba30K60K90K120K150K128002130019

Chaos Group V-RAY

Mode: CPU

OpenBenchmarking.orgvsamples, More Is BetterChaos Group V-RAY 6.0Mode: CPUba3K6K9K12K15K1498214750

OpenVINO

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

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.0Model: Age Gender Recognition Retail 0013 FP16 - Device: CPUba3K6K9K12K15K13166.4012963.081. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenSSL

Algorithm: AES-128-GCM

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.3Algorithm: AES-128-GCMba20000M40000M60000M80000M100000M94523917380930736283601. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl

SPECFEM3D

Model: Tomographic Model

OpenBenchmarking.orgSeconds, Fewer Is BetterSPECFEM3D 4.1.1Model: Tomographic Modelba2040608010077.5878.791. (F9X) gfortran options: -O2 -fopenmp -std=f2008 -fimplicit-none -fmax-errors=10 -pedantic -pedantic-errors -O3 -finline-functions -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz

OSPRay

Benchmark: particle_volume/ao/real_time

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 3.1Benchmark: particle_volume/ao/real_timeba0.71111.42222.13332.84443.55553.160433.11221

OpenSSL

Algorithm: SHA256

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.3Algorithm: SHA256ba3000M6000M9000M12000M15000M12636325550124448423501. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl

OpenVINO

Model: Face Detection FP16-INT8 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.0Model: Face Detection FP16-INT8 - Device: CPUba90180270360450420.90427.34MIN: 340.28 / MAX: 487.57MIN: 226.79 / MAX: 504.341. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenSSL

Algorithm: ChaCha20

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.3Algorithm: ChaCha20ba10000M20000M30000M40000M50000M47479757210467703499401. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl

TensorFlow

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

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.16.1Device: CPU - Batch Size: 1 - Model: GoogLeNetba91827364539.5538.96

SVT-AV1

Encoder Mode: Preset 8 - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 2.0Encoder Mode: Preset 8 - Input: Bosphorus 4Kba71421283531.1530.691. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

OpenSSL

Algorithm: SHA512

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.3Algorithm: SHA512ba900M1800M2700M3600M4500M409180587040311585901. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl

Blender

Blend File: Pabellon Barcelona - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.1Blend File: Pabellon Barcelona - Compute: CPU-Onlyba100200300400500467.88474.90

OpenVINO

Model: Face Detection FP16-INT8 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.0Model: Face Detection FP16-INT8 - Device: CPUba36912159.499.351. (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 2024.0Model: Vehicle Detection FP16-INT8 - Device: CPUba2468107.367.47MIN: 3.89 / MAX: 26.27MIN: 4.09 / MAX: 45.211. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

TensorFlow

Device: CPU - Batch Size: 32 - Model: AlexNet

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.16.1Device: CPU - Batch Size: 32 - Model: AlexNetba20406080100107.46105.89

OSPRay Studio

Camera: 3 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPU

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 1.0Camera: 3 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPUba3K6K9K12K15K1525715483

ASTC Encoder

Preset: Very Thorough

OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 4.7Preset: Very Thoroughba0.22320.44640.66960.89281.1160.99200.97781. (CXX) g++ options: -O3 -flto -pthread

OpenVINO

Model: Vehicle Detection FP16-INT8 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.0Model: Vehicle Detection FP16-INT8 - Device: CPUba120240360480600540.04532.311. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

ASTC Encoder

Preset: Exhaustive

OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 4.7Preset: Exhaustiveba0.13690.27380.41070.54760.68450.60830.59971. (CXX) g++ options: -O3 -flto -pthread

NAMD

Input: STMV with 1,066,628 Atoms

OpenBenchmarking.orgns/day, More Is BetterNAMD 3.0b6Input: STMV with 1,066,628 Atomsab0.07530.15060.22590.30120.37650.334610.32996

OSPRay Studio

Camera: 3 - Resolution: 1080p - Samples Per Pixel: 16 - Renderer: Path Tracer - Acceleration: CPU

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 1.0Camera: 3 - Resolution: 1080p - Samples Per Pixel: 16 - Renderer: Path Tracer - Acceleration: CPUba14K28K42K56K70K6668967624

OpenSSL

Algorithm: RSA4096

OpenBenchmarking.orgsign/s, More Is BetterOpenSSL 3.3Algorithm: RSA4096ba120024003600480060005614.85537.41. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl

OpenVINO

Model: Road Segmentation ADAS FP16-INT8 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.0Model: Road Segmentation ADAS FP16-INT8 - Device: CPUba4080120160200175.80173.391. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

TensorFlow

Device: CPU - Batch Size: 32 - Model: GoogLeNet

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.16.1Device: CPU - Batch Size: 32 - Model: GoogLeNetba132639526560.1059.28

OpenSSL

Algorithm: ChaCha20-Poly1305

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.3Algorithm: ChaCha20-Poly1305ba7000M14000M21000M28000M35000M33645098600331861489001. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl

oneDNN

Harness: Deconvolution Batch shapes_3d - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.4Harness: Deconvolution Batch shapes_3d - Engine: CPUab2468106.333466.42079MIN: 5.52MIN: 5.451. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl

OSPRay Studio

Camera: 3 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPU

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 1.0Camera: 3 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPUba110K220K330K440K550K493754500496

OpenVINO

Model: Road Segmentation ADAS FP16-INT8 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.0Model: Road Segmentation ADAS FP16-INT8 - Device: CPUba61218243022.7123.02MIN: 16.5 / MAX: 47.41MIN: 16.29 / MAX: 68.51. (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 2024.0Model: Machine Translation EN To DE FP16 - Device: CPUba122436486055.5354.791. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

TensorFlow

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

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.16.1Device: CPU - Batch Size: 64 - Model: GoogLeNetba132639526560.159.3

OpenVINO

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

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.0Model: Machine Translation EN To DE FP16 - Device: CPUba163248648071.9572.92MIN: 57.43 / MAX: 132.89MIN: 54.79 / MAX: 118.821. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

FurMark

Resolution: 2560 x 1600 - Demo: Furmark Knot Vulkan - MSAA: Off

OpenBenchmarking.orgFPS, More Is BetterFurMark 2.1Resolution: 2560 x 1600 - Demo: Furmark Knot Vulkan - MSAA: Offab1.1712.3423.5134.6845.8555.2045655.135846MAX: 11MIN: 5 / MAX: 10

OpenSSL

Algorithm: RSA4096

OpenBenchmarking.orgverify/s, More Is BetterOpenSSL 3.3Algorithm: RSA4096ba30K60K90K120K150K135443.5133659.01. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl

Timed Linux Kernel Compilation

Build: allmodconfig

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 6.8Build: allmodconfigba4008001200160020001790.871814.75

OSPRay Studio

Camera: 2 - Resolution: 1080p - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPU

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 1.0Camera: 2 - Resolution: 1080p - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPUba20K40K60K80K100K110301111771

OSPRay Studio

Camera: 1 - Resolution: 1080p - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPU

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 1.0Camera: 1 - Resolution: 1080p - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPUba700140021002800350032443287

FFmpeg

Encoder: libx265 - Scenario: Live

OpenBenchmarking.orgFPS, More Is BetterFFmpeg 7.0Encoder: libx265 - Scenario: Liveba20406080100103.91102.571. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

Blender

Blend File: BMW27 - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.1Blend File: BMW27 - Compute: CPU-Onlyba306090120150153.04155.01

OSPRay Studio

Camera: 2 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPU

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 1.0Camera: 2 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPUba3K6K9K12K15K1301513179

OSPRay Studio

Camera: 1 - Resolution: 1080p - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPU

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 1.0Camera: 1 - Resolution: 1080p - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPUba20K40K60K80K100K108438109787

OpenSSL

Algorithm: AES-256-GCM

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.3Algorithm: AES-256-GCMba20000M40000M60000M80000M100000M80734108330797422111401. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl

RocksDB

Test: Random Fill

OpenBenchmarking.orgOp/s, More Is BetterRocksDB 9.0Test: Random Fillba140K280K420K560K700K6351036274031. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

SVT-AV1

Encoder Mode: Preset 12 - Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 2.0Encoder Mode: Preset 12 - Input: Bosphorus 1080pab80160240320400353.36349.161. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

Blender

Blend File: Barbershop - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.1Blend File: Barbershop - Compute: CPU-Onlyba300600900120015001398.671415.18

OSPRay Studio

Camera: 1 - Resolution: 1080p - Samples Per Pixel: 16 - Renderer: Path Tracer - Acceleration: CPU

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 1.0Camera: 1 - Resolution: 1080p - Samples Per Pixel: 16 - Renderer: Path Tracer - Acceleration: CPUba12K24K36K48K60K5710557776

oneDNN

Harness: IP Shapes 1D - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.4Harness: IP Shapes 1D - Engine: CPUab0.82991.65982.48973.31964.14953.646743.68823MIN: 2.68MIN: 2.731. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl

FurMark

Resolution: 1920 x 1080 - Demo: FurMark OpenGL - MSAA: Off

OpenBenchmarking.orgFPS, More Is BetterFurMark 2.1Resolution: 1920 x 1080 - Demo: FurMark OpenGL - MSAA: Offab61218243025.8225.53MAX: 27MAX: 26

RocksDB

Test: Random Read

OpenBenchmarking.orgOp/s, More Is BetterRocksDB 9.0Test: Random Readba11M22M33M44M55M53548615529554481. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

FurMark

Resolution: 2560 x 1600 - Demo: FurMark Vulkan - MSAA: Off

OpenBenchmarking.orgFPS, More Is BetterFurMark 2.1Resolution: 2560 x 1600 - Demo: FurMark Vulkan - MSAA: Offba369121512.3812.24MIN: 12 / MAX: 17MIN: 12 / MAX: 17

OSPRay

Benchmark: gravity_spheres_volume/dim_512/ao/real_time

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 3.1Benchmark: gravity_spheres_volume/dim_512/ao/real_timeba0.57391.14781.72172.29562.86952.550452.52283

OSPRay Studio

Camera: 3 - Resolution: 1080p - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPU

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 1.0Camera: 3 - Resolution: 1080p - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPUba800160024003200400038443884

TensorFlow

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

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.16.1Device: CPU - Batch Size: 1 - Model: ResNet-50ba369121510.7810.67

TensorFlow

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

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.16.1Device: CPU - Batch Size: 64 - Model: ResNet-50ba51015202520.6020.39

RocksDB

Test: Read While Writing

OpenBenchmarking.orgOp/s, More Is BetterRocksDB 9.0Test: Read While Writingba400K800K1200K1600K2000K173540017180581. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

SVT-AV1

Encoder Mode: Preset 13 - Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 2.0Encoder Mode: Preset 13 - Input: Bosphorus 1080pba90180270360450415.27411.201. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

SVT-AV1

Encoder Mode: Preset 13 - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 2.0Encoder Mode: Preset 13 - Input: Bosphorus 4Kba2040608010083.0982.281. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

OSPRay Studio

Camera: 2 - Resolution: 4K - Samples Per Pixel: 16 - Renderer: Path Tracer - Acceleration: CPU

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 1.0Camera: 2 - Resolution: 4K - Samples Per Pixel: 16 - Renderer: Path Tracer - Acceleration: CPUba50K100K150K200K250K213925215962

FurMark

Resolution: 2560 x 1600 - Demo: FurMark Knot OpenGL - MSAA: Off

OpenBenchmarking.orgFPS, More Is BetterFurMark 2.1Resolution: 2560 x 1600 - Demo: FurMark Knot OpenGL - MSAA: Offab1.32872.65743.98615.31486.64355.9052615.850509MAX: 8MAX: 8

Stockfish

Chess Benchmark

OpenBenchmarking.orgNodes Per Second, More Is BetterStockfish 16.1Chess Benchmarkba3M6M9M12M15M14347625142173701. (CXX) g++ options: -lgcov -m64 -lpthread -fno-exceptions -std=c++17 -fno-peel-loops -fno-tracer -pedantic -O3 -funroll-loops -msse -msse3 -mpopcnt -mavx2 -mbmi -mavx512f -mavx512bw -mavx512vnni -mavx512dq -mavx512vl -msse4.1 -mssse3 -msse2 -mbmi2 -flto -flto-partition=one -flto=jobserver

PyTorch

Device: CPU - Batch Size: 16 - Model: ResNet-50

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.2.1Device: CPU - Batch Size: 16 - Model: ResNet-50ba61218243024.3924.17MIN: 21.02 / MAX: 26.11MIN: 21.06 / MAX: 25.99

Timed Node.js Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Node.js Compilation 21.7.2Time To Compileba300600900120015001470.721483.89

oneDNN

Harness: Convolution Batch Shapes Auto - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.4Harness: Convolution Batch Shapes Auto - Engine: CPUba4812162015.9816.13MIN: 13.83MIN: 13.641. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl

srsRAN Project

Test: PDSCH Processor Benchmark, Throughput Total

OpenBenchmarking.orgMbps, More Is BettersrsRAN Project 23.10.1-20240325Test: PDSCH Processor Benchmark, Throughput Totalba90018002700360045004352.24314.01. (CXX) g++ options: -O3 -march=native -mavx2 -mavx -msse4.1 -mfma -mavx512f -mavx512cd -mavx512bw -mavx512dq -fno-trapping-math -fno-math-errno -ldl

OpenVINO

Model: Noise Suppression Poconet-Like FP16 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.0Model: Noise Suppression Poconet-Like FP16 - Device: CPUba369121512.5212.63MIN: 9.21 / MAX: 57.24MIN: 8.97 / MAX: 58.051. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

FurMark

Resolution: 1920 x 1200 - Demo: FurMark OpenGL - MSAA: Off

OpenBenchmarking.orgFPS, More Is BetterFurMark 2.1Resolution: 1920 x 1200 - Demo: FurMark OpenGL - MSAA: Offab51015202522.2322.03MIN: 22 / MAX: 23MIN: 22 / MAX: 23

OpenVINO

Model: Noise Suppression Poconet-Like FP16 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.0Model: Noise Suppression Poconet-Like FP16 - Device: CPUba140280420560700634.65629.321. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

libavif avifenc

Encoder Speed: 6

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 1.0Encoder Speed: 6ba2468107.9708.0371. (CXX) g++ options: -O3 -fPIC -lm

Timed Linux Kernel Compilation

Build: defconfig

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 6.8Build: defconfigba306090120150138.29139.44

FurMark

Resolution: 1600 x 1200 - Demo: FurMark Knot OpenGL - MSAA: Off

OpenBenchmarking.orgFPS, More Is BetterFurMark 2.1Resolution: 1600 x 1200 - Demo: FurMark Knot OpenGL - MSAA: Offab36912159.0490798.980746MIN: 9 / MAX: 11MAX: 11

TensorFlow

Device: CPU - Batch Size: 16 - Model: ResNet-50

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.16.1Device: CPU - Batch Size: 16 - Model: ResNet-50ba51015202520.1219.97

FurMark

Resolution: 1920 x 1200 - Demo: Furmark Knot Vulkan - MSAA: Off

OpenBenchmarking.orgFPS, More Is BetterFurMark 2.1Resolution: 1920 x 1200 - Demo: Furmark Knot Vulkan - MSAA: Offba2468107.1809897.127499MIN: 7 / MAX: 12MIN: 7 / MAX: 12

TensorFlow

Device: CPU - Batch Size: 32 - Model: ResNet-50

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.16.1Device: CPU - Batch Size: 32 - Model: ResNet-50ba51015202520.3720.22

TensorFlow

Device: CPU - Batch Size: 16 - Model: AlexNet

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.16.1Device: CPU - Batch Size: 16 - Model: AlexNetba2040608010078.4677.89

FurMark

Resolution: 2560 x 1440 - Demo: FurMark OpenGL - MSAA: Off

OpenBenchmarking.orgFPS, More Is BetterFurMark 2.1Resolution: 2560 x 1440 - Demo: FurMark OpenGL - MSAA: Offba4812162017.9017.78MAX: 20MAX: 19

FurMark

Resolution: 2560 x 1600 - Demo: FurMark OpenGL - MSAA: Off

OpenBenchmarking.orgFPS, More Is BetterFurMark 2.1Resolution: 2560 x 1600 - Demo: FurMark OpenGL - MSAA: Offab4812162015.8415.73MAX: 18MAX: 17

FurMark

Resolution: 2560 x 1600 - Demo: Furmark Knot Vulkan - MSAA: 8

OpenBenchmarking.orgFPS, More Is BetterFurMark 2.1Resolution: 2560 x 1600 - Demo: Furmark Knot Vulkan - MSAA: 8ab0.51011.02021.53032.04042.55052.2671812.252425MAX: 8MAX: 8

OSPRay Studio

Camera: 1 - Resolution: 4K - Samples Per Pixel: 16 - Renderer: Path Tracer - Acceleration: CPU

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 1.0Camera: 1 - Resolution: 4K - Samples Per Pixel: 16 - Renderer: Path Tracer - Acceleration: CPUba50K100K150K200K250K212290213660

Blender

Blend File: Junkshop - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.1Blend File: Junkshop - Compute: CPU-Onlyba50100150200250207.94209.09

FurMark

Resolution: 1920 x 1080 - Demo: FurMark Vulkan - MSAA: 8

OpenBenchmarking.orgFPS, More Is BetterFurMark 2.1Resolution: 1920 x 1080 - Demo: FurMark Vulkan - MSAA: 8ba1.13482.26963.40444.53925.6745.0437495.018726MIN: 5 / MAX: 10MIN: 5 / MAX: 10

FurMark

Resolution: 1920 x 1200 - Demo: FurMark Vulkan - MSAA: Off

OpenBenchmarking.orgFPS, More Is BetterFurMark 2.1Resolution: 1920 x 1200 - Demo: FurMark Vulkan - MSAA: Offba51015202518.3918.31MIN: 18 / MAX: 23MIN: 18 / MAX: 23

x265

Video Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is Betterx265 3.6Video Input: Bosphorus 1080pab122436486055.4055.151. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

TensorFlow

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

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.16.1Device: CPU - Batch Size: 1 - Model: AlexNetab369121510.4410.40

SPECFEM3D

Model: Layered Halfspace

OpenBenchmarking.orgSeconds, Fewer Is BetterSPECFEM3D 4.1.1Model: Layered Halfspaceba4080120160200204.24204.991. (F9X) gfortran options: -O2 -fopenmp -std=f2008 -fimplicit-none -fmax-errors=10 -pedantic -pedantic-errors -O3 -finline-functions -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz

FurMark

Resolution: 2560 x 1600 - Demo: FurMark Vulkan - MSAA: 8

OpenBenchmarking.orgFPS, More Is BetterFurMark 2.1Resolution: 2560 x 1600 - Demo: FurMark Vulkan - MSAA: 8ba0.75691.51382.27073.02763.78453.3640863.351683MAX: 9MAX: 9

FurMark

Resolution: 1920 x 1080 - Demo: FurMark Knot OpenGL - MSAA: Off

OpenBenchmarking.orgFPS, More Is BetterFurMark 2.1Resolution: 1920 x 1080 - Demo: FurMark Knot OpenGL - MSAA: Offba369121510.0910.05MIN: 10 / MAX: 12MIN: 10 / MAX: 12

FurMark

Resolution: 1920 x 1080 - Demo: Furmark Knot Vulkan - MSAA: 8

OpenBenchmarking.orgFPS, More Is BetterFurMark 2.1Resolution: 1920 x 1080 - Demo: Furmark Knot Vulkan - MSAA: 8ba0.68991.37982.06972.75963.44953.0662593.055605MIN: 3 / MAX: 8MIN: 3 / MAX: 8

OpenVINO

Model: Vehicle Detection FP16 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.0Model: Vehicle Detection FP16 - Device: CPUba50100150200250248.42247.631. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenVINO

Model: Vehicle Detection FP16 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.0Model: Vehicle Detection FP16 - Device: CPUba4812162016.0516.10MIN: 6.16 / MAX: 51.42MIN: 5.91 / MAX: 41.671. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

FurMark

Resolution: 1920 x 1080 - Demo: Furmark Knot Vulkan - MSAA: Off

OpenBenchmarking.orgFPS, More Is BetterFurMark 2.1Resolution: 1920 x 1080 - Demo: Furmark Knot Vulkan - MSAA: Offba2468108.2118848.189199MIN: 8 / MAX: 13MIN: 8 / MAX: 13

Timed PHP Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed PHP Compilation 8.3.4Time To Compileba2040608010085.5385.76

FurMark

Resolution: 2560 x 1440 - Demo: Furmark Knot Vulkan - MSAA: 8

OpenBenchmarking.orgFPS, More Is BetterFurMark 2.1Resolution: 2560 x 1440 - Demo: Furmark Knot Vulkan - MSAA: 8ba0.54691.09381.64072.18762.73452.4308462.425487MAX: 8MAX: 8

FurMark

Resolution: 2560 x 1440 - Demo: Furmark Knot Vulkan - MSAA: Off

OpenBenchmarking.orgFPS, More Is BetterFurMark 2.1Resolution: 2560 x 1440 - Demo: Furmark Knot Vulkan - MSAA: Offba1.30612.61223.91835.22446.53055.804835.79292MAX: 11MAX: 11

FurMark

Resolution: 1920 x 1200 - Demo: FurMark Vulkan - MSAA: 8

OpenBenchmarking.orgFPS, More Is BetterFurMark 2.1Resolution: 1920 x 1200 - Demo: FurMark Vulkan - MSAA: 8ba1.0062.0123.0184.0245.034.4712214.462254MAX: 10MAX: 10

FurMark

Resolution: 2560 x 1440 - Demo: FurMark OpenGL - MSAA: 8

OpenBenchmarking.orgFPS, More Is BetterFurMark 2.1Resolution: 2560 x 1440 - Demo: FurMark OpenGL - MSAA: 8ba1.05922.11843.17764.23685.2964.7076484.700126MAX: 7MAX: 7

RocksDB

Test: Random Fill Sync

OpenBenchmarking.orgOp/s, More Is BetterRocksDB 9.0Test: Random Fill Syncba4K8K12K16K20K16541165161. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

FurMark

Resolution: 2560 x 1440 - Demo: FurMark Vulkan - MSAA: 8

OpenBenchmarking.orgFPS, More Is BetterFurMark 2.1Resolution: 2560 x 1440 - Demo: FurMark Vulkan - MSAA: 8ba0.8291.6582.4873.3164.1453.6844783.679220MAX: 9MAX: 9

FurMark

Resolution: 1920 x 1200 - Demo: FurMark OpenGL - MSAA: 8

OpenBenchmarking.orgFPS, More Is BetterFurMark 2.1Resolution: 1920 x 1200 - Demo: FurMark OpenGL - MSAA: 8ba1.27672.55343.83015.10686.38355.674325.66701MAX: 8MAX: 8

Google Draco

Model: Church Facade

OpenBenchmarking.orgms, Fewer Is BetterGoogle Draco 1.5.6Model: Church Facadeab2K4K6K8K10K893089411. (CXX) g++ options: -O3

FurMark

Resolution: 1920 x 1200 - Demo: Furmark Knot Vulkan - MSAA: 8

OpenBenchmarking.orgFPS, More Is BetterFurMark 2.1Resolution: 1920 x 1200 - Demo: Furmark Knot Vulkan - MSAA: 8ba0.63481.26961.90442.53923.1742.8213322.817899MAX: 8MAX: 8

FurMark

Resolution: 2560 x 1600 - Demo: FurMark Knot OpenGL - MSAA: 8

OpenBenchmarking.orgFPS, More Is BetterFurMark 2.1Resolution: 2560 x 1600 - Demo: FurMark Knot OpenGL - MSAA: 8ab0.66691.33382.00072.66763.33452.9638792.960562MAX: 5MAX: 5

FurMark

Resolution: 1920 x 1080 - Demo: FurMark OpenGL - MSAA: 8

OpenBenchmarking.orgFPS, More Is BetterFurMark 2.1Resolution: 1920 x 1080 - Demo: FurMark OpenGL - MSAA: 8ab2468106.2838636.277175MAX: 8MAX: 8

FurMark

Resolution: 1600 x 1200 - Demo: FurMark Vulkan - MSAA: 8

OpenBenchmarking.orgFPS, More Is BetterFurMark 2.1Resolution: 1600 x 1200 - Demo: FurMark Vulkan - MSAA: 8ba1.0072.0143.0214.0285.0354.4754224.471475MAX: 10MAX: 9

FurMark

Resolution: 2560 x 1440 - Demo: FurMark Knot OpenGL - MSAA: Off

OpenBenchmarking.orgFPS, More Is BetterFurMark 2.1Resolution: 2560 x 1440 - Demo: FurMark Knot OpenGL - MSAA: Offba2468106.5382236.532701MAX: 9MAX: 9

FurMark

Resolution: 1600 x 1200 - Demo: FurMark Knot OpenGL - MSAA: 8

OpenBenchmarking.orgFPS, More Is BetterFurMark 2.1Resolution: 1600 x 1200 - Demo: FurMark Knot OpenGL - MSAA: 8ab0.88891.77782.66673.55564.44453.9505103.947209MAX: 6MAX: 6

FurMark

Resolution: 1920 x 1200 - Demo: FurMark Knot OpenGL - MSAA: 8

OpenBenchmarking.orgFPS, More Is BetterFurMark 2.1Resolution: 1920 x 1200 - Demo: FurMark Knot OpenGL - MSAA: 8ab0.87361.74722.62083.49444.3683.8826923.880007MAX: 6MAX: 6

FurMark

Resolution: 1600 x 1200 - Demo: Furmark Knot Vulkan - MSAA: 8

OpenBenchmarking.orgFPS, More Is BetterFurMark 2.1Resolution: 1600 x 1200 - Demo: Furmark Knot Vulkan - MSAA: 8ab0.63641.27281.90922.54563.1822.8285272.826671MAX: 8MAX: 8

FurMark

Resolution: 2560 x 1600 - Demo: FurMark OpenGL - MSAA: 8

OpenBenchmarking.orgFPS, More Is BetterFurMark 2.1Resolution: 2560 x 1600 - Demo: FurMark OpenGL - MSAA: 8ba0.96441.92882.89323.85764.8224.2860134.283218MAX: 7MAX: 6

FurMark

Resolution: 1600 x 1200 - Demo: Furmark Knot Vulkan - MSAA: Off

OpenBenchmarking.orgFPS, More Is BetterFurMark 2.1Resolution: 1600 x 1200 - Demo: Furmark Knot Vulkan - MSAA: Offba2468107.1983147.193659MIN: 7 / MAX: 12MIN: 7 / MAX: 12

FurMark

Resolution: 1920 x 1080 - Demo: FurMark Knot OpenGL - MSAA: 8

OpenBenchmarking.orgFPS, More Is BetterFurMark 2.1Resolution: 1920 x 1080 - Demo: FurMark Knot OpenGL - MSAA: 8ab0.96361.92722.89083.85444.8184.2828564.281751MAX: 6MAX: 6

FurMark

Resolution: 1920 x 1200 - Demo: FurMark Knot OpenGL - MSAA: Off

OpenBenchmarking.orgFPS, More Is BetterFurMark 2.1Resolution: 1920 x 1200 - Demo: FurMark Knot OpenGL - MSAA: Offba2468108.7119868.709886MAX: 11MAX: 11

srsRAN Project

Test: PUSCH Processor Benchmark, Throughput Total

OpenBenchmarking.orgMbps, More Is BettersrsRAN Project 23.10.1-20240325Test: PUSCH Processor Benchmark, Throughput Totalba2004006008001000848.6848.4MIN: 565.8MIN: 565.71. (CXX) g++ options: -O3 -march=native -mavx2 -mavx -msse4.1 -mfma -mavx512f -mavx512cd -mavx512bw -mavx512dq -fno-trapping-math -fno-math-errno -ldl

FurMark

Resolution: 2560 x 1440 - Demo: FurMark Knot OpenGL - MSAA: 8

OpenBenchmarking.orgFPS, More Is BetterFurMark 2.1Resolution: 2560 x 1440 - Demo: FurMark Knot OpenGL - MSAA: 8ab0.71941.43882.15822.87763.5973.1974063.197285MAX: 5MAX: 5

OpenVINO

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

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.0Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPUab0.090.180.270.360.450.40.4MIN: 0.23 / MAX: 11.63MIN: 0.22 / MAX: 14.181. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

Intel Open Image Denoise

Run: RTLightmap.hdr.4096x4096 - Device: CPU-Only

OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 2.2Run: RTLightmap.hdr.4096x4096 - Device: CPU-Onlyba0.0360.0720.1080.1440.180.160.16

Intel Open Image Denoise

Run: RT.ldr_alb_nrm.3840x2160 - Device: CPU-Only

OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 2.2Run: RT.ldr_alb_nrm.3840x2160 - Device: CPU-Onlyba0.07650.1530.22950.3060.38250.340.34

Intel Open Image Denoise

Run: RT.hdr_alb_nrm.3840x2160 - Device: CPU-Only

OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 2.2Run: RT.hdr_alb_nrm.3840x2160 - Device: CPU-Onlyba0.07650.1530.22950.3060.38250.340.34

GraphicsMagick

Operation: Sharpen

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.43Operation: Sharpenba51015202521211. (CC) gcc options: -fopenmp -O2 -ltiff -ljbig -lwebpmux -lwebp -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -lxml2 -lzstd -llzma -lbz2 -lz -lm -lpthread -lgomp

srsRAN Project

Test: PUSCH Processor Benchmark, Throughput Thread

OpenBenchmarking.orgMbps, More Is BettersrsRAN Project 23.10.1-20240325Test: PUSCH Processor Benchmark, Throughput Threadba306090120150111.9111.9MIN: 79.1MIN: 79.11. (CXX) g++ options: -O3 -march=native -mavx2 -mavx -msse4.1 -mfma -mavx512f -mavx512cd -mavx512bw -mavx512dq -fno-trapping-math -fno-math-errno -ldl

FFmpeg

Encoder: libx264 - Scenario: Live

OpenBenchmarking.orgFPS, More Is BetterFFmpeg 7.0Encoder: libx264 - Scenario: Liveba4080120160200165.70165.701. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma


Phoronix Test Suite v10.8.5