Intel Xeon On Ubuntu 20.10

Intel Xeon Silver 4216 testing with a Supermicro X11SPL-F v1.02 (3.1 BIOS) and llvmpipe on Ubuntu 20.10 via the Phoronix Test Suite.

HTML result view exported from: https://openbenchmarking.org/result/2010089-FI-INTELXEON35&grs.

Intel Xeon On Ubuntu 20.10ProcessorMotherboardChipsetMemoryDiskGraphicsMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLCompilerFile-SystemScreen ResolutionXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 4216Intel Xeon Gold 6226R @ 3.90GHz (16 Cores / 32 Threads)Supermicro X11SPL-F v1.02 (3.1 BIOS)Intel Sky Lake-E DMI3 Registers188GB3841GB Micron_9300_MTFDHAL3T8TDPllvmpipeVE2282 x Intel I210Ubuntu 20.105.8.0-20-generic (x86_64)GNOME Shell 3.38.0X Server 1.20.8modesetting 1.20.83.3 Mesa 20.1.8 (LLVM 10.0.1 256 bits)GCC 10.2.0ext41920x1080Intel Xeon Gold 5217 @ 3.70GHz (8 Cores / 16 Threads)Intel Xeon Silver 4215R @ 4.00GHz (8 Cores / 16 Threads)Intel Xeon Silver 4214R @ 3.50GHz (12 Cores / 24 Threads)Intel Xeon Gold 5218 @ 3.90GHz (16 Cores / 32 Threads)Intel Xeon Silver 4216 @ 3.20GHz (16 Cores / 32 Threads)OpenBenchmarking.orgCompiler Details- Xeon Gold 6226R: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-10-rn7uax/gcc-10-10.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-10-rn7uax/gcc-10-10.2.0/debian/tmp-gcn/usr,hsa --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 - Xeon Gold 5217: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-10-rn7uax/gcc-10-10.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-10-rn7uax/gcc-10-10.2.0/debian/tmp-gcn/usr,hsa --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 - Xeon Silver 4215R: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-10-rn7uax/gcc-10-10.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-10-rn7uax/gcc-10-10.2.0/debian/tmp-gcn/usr,hsa --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 - Xeon Silver 4214R: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-10-rn7uax/gcc-10-10.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-10-rn7uax/gcc-10-10.2.0/debian/tmp-gcn/usr,hsa --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 - Xeon Gold 5218: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-10-JvwpWM/gcc-10-10.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-10-JvwpWM/gcc-10-10.2.0/debian/tmp-gcn/usr,hsa --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 - Xeon Silver 4216: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-10-JvwpWM/gcc-10-10.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-10-JvwpWM/gcc-10-10.2.0/debian/tmp-gcn/usr,hsa --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 Disk Details- NONE / errors=remount-ro,relatime,rwProcessor Details- Scaling Governor: intel_cpufreq ondemand - CPU Microcode: 0x5002f01Java Details- OpenJDK Runtime Environment (build 11.0.8+10-post-Ubuntu-0ubuntu1)Python Details- Python 3.8.6Security Details- itlb_multihit: KVM: Mitigation of VMX disabled + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + srbds: Not affected + tsx_async_abort: Mitigation of TSX disabled

Intel Xeon On Ubuntu 20.10arrayfire: BLAS CPUonednn: IP Batch 1D - u8s8f32 - CPUonednn: IP Batch All - f32 - CPUonednn: Deconvolution Batch deconv_1d - f32 - CPUonednn: Deconvolution Batch deconv_1d - u8s8f32 - CPUonednn: IP Batch 1D - f32 - CPUonednn: IP Batch All - u8s8f32 - CPUonednn: IP Batch 1D - bf16bf16bf16 - CPUonednn: Deconvolution Batch deconv_3d - u8s8f32 - CPUonednn: Deconvolution Batch deconv_3d - f32 - CPUonednn: Convolution Batch Shapes Auto - bf16bf16bf16 - CPUonednn: Matrix Multiply Batch Shapes Transformer - bf16bf16bf16 - CPUy-cruncher: Calculating 500M Pi Digitsonednn: IP Batch All - bf16bf16bf16 - CPUonednn: Matrix Multiply Batch Shapes Transformer - f32 - CPUonednn: Recurrent Neural Network Inference - f32 - CPUonednn: Deconvolution Batch deconv_1d - bf16bf16bf16 - CPUoidn: Memorialospray: NASA Streamlines - Path Tracerospray: NASA Streamlines - SciVismt-dgemm: Sustained Floating-Point Rateospray: XFrog Forest - SciViscassandra: Writesospray: XFrog Forest - Path Traceronednn: Matrix Multiply Batch Shapes Transformer - u8s8f32 - CPUstress-ng: Malloconednn: Recurrent Neural Network Training - f32 - CPUembree: Pathtracer ISPC - Crownospray: San Miguel - Path Tracerospray: San Miguel - SciVissvt-vp9: Visual Quality Optimized - Bosphorus 1080psvt-vp9: VMAF Optimized - Bosphorus 1080ponednn: Deconvolution Batch deconv_3d - bf16bf16bf16 - CPUgromacs: Water Benchmarkembree: Pathtracer ISPC - Asian Dragon Objembree: Pathtracer ISPC - Asian Dragonembree: Pathtracer - Crownospray: Magnetic Reconnection - SciVissvt-vp9: PSNR/SSIM Optimized - Bosphorus 1080pjohn-the-ripper: MD5astcenc: Exhaustiveembree: Pathtracer - Asian Dragon Objembree: Pathtracer - Asian Dragonnamd: ATPase Simulation - 327,506 Atomsospray: Magnetic Reconnection - Path Tracerblender: Classroom - CPU-Onlystress-ng: Vector Mathplaidml: No - Inference - VGG16 - CPUstress-ng: MMAPv-ray: CPUastcenc: Thoroughblender: Barbershop - CPU-Onlyopenvino: Face Detection 0106 FP16 - CPUblender: BMW27 - CPU-Onlysvt-hevc: 1080p 8-bit YUV To HEVC Video Encodeai-benchmark: Device Inference Scoreopenvino: Face Detection 0106 FP32 - CPUpovray: Trace Timeopenvino: Face Detection 0106 FP16 - CPUpgbench: 100 - 250 - Read Onlyopenvino: Face Detection 0106 FP32 - CPUpgbench: 100 - 250 - Read Only - Average Latencypgbench: 1 - 250 - Read Onlypgbench: 1 - 250 - Read Only - Average Latencypgbench: 1000 - 250 - Read Onlypgbench: 1000 - 250 - Read Only - Average Latencyebizzy: rays1bench: Large Sceneopenvkl: vklBenchmarkaskap: tConvolve OpenMP - Degriddingxsbench: stress-ng: CPU Stressx264: H.264 Video Encodingttsiod-renderer: Phong Rendering With Soft-Shadow Mappingpgbench: 1 - 50 - Read Only - Average Latencypgbench: 1 - 50 - Read Onlyopenssl: RSA 4096-bit Performancen-queens: Elapsed Timejohn-the-ripper: Blowfishfftw: Float + SSE - 1D FFT Size 4096pgbench: 1 - 100 - Read Only - Average Latencym-queens: Time To Solvestress-ng: Cryptoc-ray: Total Time - 4K, 16 Rays Per Pixelpgbench: 1 - 100 - Read Onlytensorflow-lite: Inception ResNet V2tensorflow-lite: Inception V4brl-cad: VGR Performance Metricgraphics-magick: Resizingstress-ng: NUMAtensorflow-lite: Mobilenet Floattensorflow-lite: SqueezeNetstress-ng: Glibc Qsort Data Sortingtensorflow-lite: Mobilenet Quantcoremark: CoreMark Size 666 - Iterations Per Secondrocksdb: Read While Writingcompress-7zip: Compress Speed Teststress-ng: Glibc C String Functionsstress-ng: Semaphoresgraphics-magick: Sharpenopenvino: Person Detection 0106 FP32 - CPUpgbench: 100 - 100 - Read Only - Average Latencypgbench: 100 - 250 - Read Writeopenvino: Person Detection 0106 FP32 - CPUpgbench: 100 - 250 - Read Write - Average Latencypgbench: 100 - 100 - Read Onlygraphics-magick: Enhancedindigobench: Bedroomopenvino: Person Detection 0106 FP16 - CPUindigobench: Supercaropenvino: Person Detection 0106 FP16 - CPUsvt-av1: Enc Mode 4 - 1080paskap: tConvolve MT - Degriddingstockfish: Total Timepgbench: 1000 - 100 - Read Onlypgbench: 1000 - 100 - Read Only - Average Latencyrocksdb: Rand Readstress-ng: SENDFILEneatbench: CPUrodinia: OpenMP CFD Solverstress-ng: Socket Activitygraphics-magick: Swirlmysqlslap: 512compress-zstd: 19astcenc: Mediumai-benchmark: Device AI Scorecompress-pbzip2: 256MB File Compressionmysqlslap: 256tungsten: Hairaircrack-ng: tachyon: Total Timemysqlslap: 128svt-av1: Enc Mode 8 - 1080pbasis: UASTC Level 3openvino: Age Gender Recognition Retail 0013 FP32 - CPUpgbench: 1000 - 250 - Read Writepgbench: 1000 - 250 - Read Write - Average Latencyrodinia: OpenMP LavaMDpgbench: 100 - 100 - Read Writepgbench: 100 - 100 - Read Write - Average Latencystress-ng: MEMFDpgbench: 100 - 50 - Read Onlypgbench: 1000 - 50 - Read Onlybuild-mplayer: Time To Compilepgbench: 100 - 50 - Read Only - Average Latencybuild-linux-kernel: Time To Compileaskap: tConvolve MPI - Degriddingopenvino: Age Gender Recognition Retail 0013 FP16 - CPUstress-ng: Matrix Mathopenvino: Age Gender Recognition Retail 0013 FP32 - CPUpgbench: 1000 - 50 - Read Only - Average Latencylammps: 20k Atomsopenvino: Age Gender Recognition Retail 0013 FP16 - CPUbuild-llvm: Time To Compilestress-ng: Forkingappleseed: Disney Materialmlpack: scikit_qdaffte: N=256, 3D Complex FFT Routinebuild-ffmpeg: Time To Compilescimark2: Fast Fourier Transformincompact3d: Cylinderappleseed: Emilystress-ng: Memory Copyingtungsten: Non-Exponentialgraphics-magick: Noise-Gaussianappleseed: Material Testerbasis: UASTC Level 2rocksdb: Rand Fill Synchpcg: askap: tConvolve OpenMP - Griddingluajit: Fast Fourier Transformonednn: Convolution Batch Shapes Auto - f32 - CPUtungsten: Volumetric Causticpgbench: 1000 - 100 - Read Writepgbench: 1000 - 100 - Read Write - Average Latencytensorflow-lite: NASNet Mobiledacapobench: Tradebeansai-benchmark: Device Training Scorepgbench: 100 - 50 - Read Writepgbench: 100 - 50 - Read Write - Average Latencydarktable: Masskrug - CPU-onlyluajit: Dense LU Matrix Factorizationrodinia: OpenMP Leukocytesunflow: Global Illumination + Image Synthesisdarktable: Boat - CPU-onlybuild-imagemagick: Time To Compileonednn: Convolution Batch Shapes Auto - u8s8f32 - CPUavifenc: 0mnn: MobileNetV2_224mysqlslap: 64darktable: Server Room - CPU-onlydarktable: Server Rack - CPU-onlycompress-xz: Compressing ubuntu-16.04.3-server-i386.img, Compression Level 9mlpack: scikit_linearridgeregressiondacapobench: H2compress-zstd: 3avifenc: 2askap: tConvolve MPI - Griddingsmhasher: t1ha0_aes_avx2kripke: askap: tConvolve MT - Griddingecp-candle: P3B1luajit: Compositepgbench: 1000 - 50 - Read Write - Average Latencygimp: unsharp-maskpgbench: 1000 - 50 - Read Writeocrmypdf: Processing 60 Page PDF Documentmnn: SqueezeNetV1.0rodinia: OpenMP Streamclusterstream: Copygraphics-magick: Rotatestream: Triadstream: Addncnn: CPU - vgg16dacapobench: Tradesoaphmmer: Pfam Database Searchbuild-php: Time To Compilesmhasher: wyhashctx-clock: Context Switch Timesmhasher: fasthash32smhasher: t1ha2_atoncesmhasher: Spooky32smhasher: MeowHashsmhasher: Spooky32smhasher: t1ha2_atoncesmhasher: fasthash32smhasher: wyhashsmhasher: MeowHashluajit: Sparse Matrix Multiplystream: Scalesmhasher: t1ha0_aes_avx2lulesh: x265: H.265 1080p Video Encodingncnn: CPU - resnet50stress-ng: Atomicncnn: CPU - blazefacerocksdb: Rand Fillpolyhedron: linpktungsten: Water Causticfftw: Float + SSE - 2D FFT Size 4096influxdb: 4 - 10000 - 2,5000,1 - 10000mnn: mobilenet-v1-1.0node-express-loadtest: polyhedron: tfft2pgbench: 100 - 1 - Read Only - Average Latencycaffe: GoogleNet - CPU - 100encode-mp3: WAV To MP3encode-flac: WAV To FLACmnn: inception-v3rocksdb: Seq Fillpgbench: 1 - 50 - Read Write - Average Latencypgbench: 1 - 50 - Read Writefftw: Stock - 1D FFT Size 32caffe: GoogleNet - CPU - 200mysqlslap: 16influxdb: 64 - 10000 - 2,5000,1 - 10000gegl: Tile Glasspgbench: 100 - 1 - Read Onlypgbench: 1 - 1 - Read Onlyncnn: CPU - shufflenet-v2pgbench: 1000 - 1 - Read Onlykeydb: espeak: Text-To-Speech Synthesisvpxenc: Speed 5perl-benchmark: Interpreterpgbench: 100 - 1 - Read Writego-benchmark: buildpgbench: 100 - 1 - Read Write - Average Latencypgbench: 1000 - 1 - Read Only - Average Latencygimp: auto-levelsrnnoise: gegl: Wavelet Blurwebp: Defaultpgbench: 1 - 1 - Read Only - Average Latencypgbench: 1 - 100 - Read Write - Average Latencybuild-gdb: Time To Compilerodinia: OpenMP HotSpot3Dpgbench: 1 - 250 - Read Write - Average Latencypgbench: 1 - 100 - Read Writepgbench: 1 - 250 - Read Writemocassin: Dust 2D tau100.0tnn: CPU - MobileNet v2system-decompress-gzip: gimp: rotatewebp: Quality 100ecp-candle: P3B2compress-gzip: Linux Source Tree Archiving To .tar.gzpgbench: 1000 - 1 - Read Write - Average Latencygegl: Antialiashint: FLOATpgbench: 1000 - 1 - Read Writepyperformance: json_loadsbotan: KASUMIffmpeg: H.264 HD To NTSC DVbyte: Dhrystone 2botan: Blowfishmysqlslap: 32perl-benchmark: Pod2htmlpybench: Total For Average Test Timesbotan: Twofishaobench: 2048 x 2048 - Total Timescimark2: Monte Carlogegl: Reflectphpbench: PHP Benchmark Suitepolyhedron: acbotan: CAST-256polyhedron: proteingraphics-magick: HWB Color Spaceluajit: Monte Carloscimark2: Jacobi Successive Over-Relaxationbotan: AES-256dcraw: RAW To PPM Image Conversionaom-av1: Speed 4 Two-Passwebp: Quality 100, Highest Compressiontscp: AI Chess Performancepyperformance: raytraceluajit: Jacobi Successive Over-Relaxationtnn: CPU - SqueezeNet v1.1gegl: Cartoongegl: Color Enhancetjbench: Decompression Throughputneat: pgbench: 1 - 1 - Read Writepgbench: 1 - 1 - Read Write - Average Latencypyperformance: crypto_pyaescaffe: AlexNet - CPU - 100daphne: OpenMP - Points2Imagegegl: Cropfftw: Stock - 1D FFT Size 4096build-apache: Time To Compileaom-av1: Speed 8 Realtimepyperformance: regex_compilesmallpt: Global Illumination Renderer; 128 Samplesaom-av1: Speed 6 Two-Passcaffe: AlexNet - CPU - 200wireguard: scimark2: Dense LU Matrix Factorizationbullet: Raytestspolyhedron: rnflowbork: File Encryption Timescimark2: Sparse Matrix Multiplymnn: resnet-v2-50bullet: Convex Trimeshgegl: Rotate 90 Degreesunpack-linux: linux-4.15.tar.xzfftw: Float + SSE - 1D FFT Size 32dacapobench: Jythonbullet: Prim Trimeshgegl: Scalepyperformance: pathlibbullet: 1000 Convexmysqlslap: 1ncnn: CPU - mnasnetsudokut: Total Timedaphne: OpenMP - Euclidean Clusterdolfyn: Computational Fluid Dynamicshimeno: Poisson Pressure Solverstress-ng: System V Message Passingncnn: CPU-v2-v2 - mobilenet-v2crafty: Elapsed Timencnn: CPU - mobilenetlibraw: Post-Processing Benchmarkncnn: CPU - squeezenetscimark2: Compositeavifenc: 8basis: ETC1Sncnn: CPU-v3-v3 - mobilenet-v3bullet: 136 Ragdollstesseract-ocr: Time To OCR 7 Imagesrsvg: SVG Files To PNGgit: Time To Complete Common Git Commandsfftw: Stock - 2D FFT Size 4096ecp-candle: P1B2renaissance: Scala Dottybullet: 1000 Stackrawtherapee: Total Benchmark Timeavifenc: 10astcenc: Fastbullet: 3000 Fallmafft: Multiple Sequence Alignment - LSU RNAaom-av1: Speed 6 Realtimesqlite-speedtest: Timed Time - Size 1,000webp: Quality 100, Lossless, Highest Compressionncnn: CPU - efficientnet-b0ncnn: CPU - yolov4-tinyhugin: Panorama Photo Assistant + Stitching Timecompress-lzma: 256MB File Compressionbasis: UASTC Level 0webp: Quality 100, Losslessmlpack: scikit_svmscikit-learn: ramspeed: Copy - Integerdaphne: OpenMP - NDT Mappingpostmark: Disk Transaction Performanceior: Write Testjava-gradle-perf: Reactornumpy: ramspeed: Add - Integerncnn: CPU - alexnetramspeed: Scale - Integergimp: resizencnn: CPU - resnet18ramspeed: Average - Integerdeepspeech: CPUncnn: CPU - googlenetoctave-benchmark: ramspeed: Triad - Integerblosc: blosclzior: Read Teststress-ng: RdRandstress-ng: Context Switchingstress-ng: CPU Cacheyafaray: Total Time For Sample Scenearrayfire: Conjugate Gradient CPUrenaissance: Apache Spark Bayeslammps: Rhodopsin ProteinXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42161962.460.48739028.77212.140300.5328362.354677.653275.604460.9099433.195319.411962.0361811.58175.66720.95773755.446010.531325.225.5229.415.4850693.681441372.010.492872163780745.06180.70717.36772.0222.66207.73267.7412.40041.83320.168222.480116.480525274.862586667170.0818.050119.29701.15942333.33343.4180190.4723.13372.402142821.61466.875.05113.1674.9218425.0434.4231576.484006721583.490.6254920490.5093708540.67556140873.87213.114992.6943885637830.00110.61619.6330.0845947174374.08.83927308582900.18556.9883101.3145.367540252180400320010201615091329376.5794638.2140265192.5297886.1576535.1203373326703855271842247.722209846.901932.820.239408632801.806.1244182333092.0842812.044.8712.814.5333739.27398527233806880.26377838935232601.6427.312.8099588.4657473380.68.7533332.52674217.768049602.01263.535888736.38544.0790.56404066.193166.384484502.0661067.3341092536625427.8610.12258.9633509.820.5770157.1913712.140.1378.42413643.82456.81693138.53161.09974432.8169293.32915943239.932255.24346.248840284.0215562.157.53605331160.48599825.39910469111.50693121.69501.444.343367.99954432892.31416128770641491459741.0883.5653354.53108.8830.9676.14427.1834.1861282.0316.70019482.8050.12021.30014.9451415175.749.0183014.7454110.84516094472991.28580.2721407.071.28623.0423888618.99211.7789.89296673.975279605.679458.233.933926172.69358.12324.96415533.00933.07041.99254.51015615.3515365.677690.8319445.2541839.911244.4470932.333.06511.15571849.0323.09160824.552.7511415703.4724.7220142171051144.49.775588131.830.0481355339.9619.70947.148129959915.33932617945.027005767721136314.335.98920837242955.9620664518611.7432.92016.570.000998432883269961867670.3470.04818.10128.54169.5211.6970.04137.756122.892109.732132.18626521896216380.2613.32016.8022.6721032.9142.2430.36943.728356059661.82790271128.285.8249.89237869022.6417.14040690.118232011150340.95335.078130.6635.4476121685.7131.80816.11935469.651104.323730.27342.5792.068.15111748794961465.32357.944108.50365.921176.11813018.59334100.2931135286420105.76870702310.2956997.826.26629.9117226.5923.20107095260.601883.162.67471815.397.885706.3555.0701.18744747.2846.4211249145920.9857287.77718.44.706219118596.4611.2191105.9121.4803309.2787769444253.446.94746527220.9025.6916.96615.956.23056.3806.262.79439528.46227.28660.8254449.340.4021845.4585.03195258.7686.0856.424.41497610.03215.6769.24645.2378.7827.5556.232266.9098.89220.18530.7210.64129128.07902.8664101626.73285.275315.8928628.289.1527638.1911.20412.5628037.33127.3544117.239.20827182.317294.41390.28253140.503252309.3118.18138.2708.928285.3487.703570.3371.3634176.82176.573261.619276.3087419.623915.53631.998878.2667024.80905.3995229.254187.8082.11656123.11226.288210.892.3812.932.1335261.67561920.921.0523465589808.09381.4148.12930.9510.7292.27116.5726.17980.8739.654810.75897.872912.02126.171253000347.488.77909.36562.34343166.67693.3839810.6811.46167.001057543.37934.84225.9636.9695267.6061822001.3732239031.1171721531.45328410039.23110.062377.2721915033672.9659.28333.4320.1782810162069.618.65212971430760.388119.4341480.1494.9932580183774800417807085652716181.6219600129014193.46201338280653.048906166112841829904546.151096633.49950.4802082212.0132086101531.0342.4252.5492018.46200406771945640.51439529679118401.9315.725.1105486.1629440244.26.8719794.88240334.064226000.194120.443150221.41882.7462238311.175308.418265403.770612.5522257220904051.3940.225108.6571913.0838502.070.2394.581827.75256576.99290.48340947.7138913.65433102470.961175.14614.208801503.8035053627.2012.2939190278.35882344.013736897.319721890.98312.676.1932613.4822264833.77926721355951027286611.7455.7583167.84172.1931.5079.15042.4215.73735122.5474.72413254.2410.17831.19316.8946593734.071.7652232.1046085.94386283602229.24739.281292.881.83019.3952732527.0478.33112.52175198.076061936.661877.541.164962169.81480.71527.44616936.14135.80845.86358.48514319.5714092.857053.4217823.6238374.551150.3456418.036.05711.12329437.8827.85181068.062.238545694.0832.9086119371002037.29.540548739.210.04512793010.81410.70553.343101337114.43034667477.626036767421058780.234.34321847246725.1121030519676.1634.64116.390.001019052938272012475880.3410.04817.09830.83367.4331.7680.04136.203145.540117.949122.91727642038257369.1803.52616.2682.793978.39244.3200.36243.059355484006.16596276428.481.5699.88335732349.7396.05333750.124735461185323.69336.845123.9935.6086049535.95125.22616.93755444.831047.063547.25344.8311.878.58411167625021388.74363.446107.27165.936168.13706222.85434060.2941154863221138.63040650810.2886609.530.00325.6617524.8902.9297335269.272838.602.79824716.378.211665.7151.3271.23412747.5646.8021197750681.0271387.68018.64.913615123975.8911.959948.3422.5903076.1742119082839.226.53706923922.3624.6418.01570.106.83764.2095.552.89158529.0228.03161.3664123.841.6871992.8925.31907770.0326.5347.554.75737310.73214.3469.95548.8468.2430.6259.528291.8039.93420.88931.8011.94727294.89837.3560971689.88307.181288.5527009.889.9426571.8411.18312.9826678.05124.9895516.419.22626460.547334.61399.01252521.802255169.4943.80216.02614.67422.7764.352455.8182.06488111.1657.919991.949038.5023427.140619.23852.486779.9211028.98276.1844234.717226.2892.83585160.95830.30739.212.0310.872.0449691.40548470.771.2677563988753.46462.3036.85030.809.0083.47107.6730.72970.7448.23169.25676.822910.39115.031089333401.087.68338.23302.71299142.86800.4434509.629.98160.99926449.911072.41257.2333.0681377.7861785991.4002224371.1251686901.48326062433.9998.392307.2820562463801.5351.97292.2560.1722917592187.917.61513739496760.378112.7901566.9389.4232644443572553395190077685640189.7918526127484399.11190214293875.285198162268843517969707.851087559.11960.4842020312.3802069601601.0492.4412.2671878.99212840461917880.52241904122125320.5813.924.6874905.1230337841.67.7717224.72138732.691927540.862114.251247119.34979.6762166311.548294.602261663.824577.7822729719851950.0590.220105.1391904.8138091.760.2524.708814.35251629.49275.36645554.5039705.81490127669.106168.94575.248425488.5006193162.2813.1309198269.75816542.527707016.686121820.87305.837.3359313.4441259923.8502525505943909281451.7775.8102465.44159.9211.5169.62441.9306.44641126.1965.45212804.1820.17531.57018.9548253531.271.3252071.5846892.47357891432076.87835.2141171.291.84319.8122714326.1749.79014.03668175.653956590.656532.845.845474166.25479.58226.98016635.62635.31245.27257.76714512.8014283.227148.7418062.0638893.011185.2551686.835.76011.67928736.2331.22173291.702.558496074.6331.6632121421042195.410.978528841.80.04713300410.53510.43161.36699907914.93433497985.026609863311117067.032.48621068241675.7920423519540.6331.99916.190.001024032906265555206360.3440.04916.86329.87863.4761.6390.04137.201147.457108.513125.38426901999248345.2893.27115.7802.5951047.91841.0500.36240.327385036550.88875276226.388.20910.02139128687.0428.12632470.115003521094349.69434.280134.1333.2466537935.51135.21015.67748481.211131.253820.79841.4961.817.93812067984651499.39337.027100.86861.156180.91704423.16632970.3031065083521558.6619288789.7737107.729.06526.2016223.9252.87101598307.617899.452.61037015.167.687716.6658.7231.1624344.4916.5071303249340.9679177.51317.54.621903125536.6212.6171003.3121.5883266.5767148249083.457.46749008625.1425.4820.52610.086.57560.3916.312.75510228.06028.16258.3464321.940.6792028.4495.07596267.6696.2107.514.53027210.72513.8868.79146.7929.3732.3357.200279.2779.60620.11531.2312.05225111.52829.0763571614.72322.205290.4125039.7010.4624223.9811.47913.6424754.77140.2466917.679.44524472.717140.31379.50252514.472042088.8244.49207.60417.39390.0894.592627.8521.5363271.94036.522241.480915.9986919.608914.71132.925359.4400518.52294.0040225.546163.2371.8226492.983919.840112.592.9415.873.4921212.05924711.130.869987103035502.93355.2259.83901.1912.93149.67188.0324.53301.04412.151213.490510.956415.15196.511694333256.6712.158612.80531.73542200512.9253738.7813.87268.641454332.29685.33167.2149.75106550.7942607050.9603201840.7822433231.02842632552.87131.613360.8631674044925.4875.13437.9290.1323771442733.614.12017179302830.28890.4371958.6572.94534757030476003390153116407830242.41161988233039123.52166993359121.0761592480523566371207021.071624471.041230.343285588.7612921531981.4243.3673.2402751.32265239802766240.36252414153156815.9519.518.7787257.9537255659.45.3521503.84051326.138634428.90191.697367126.67064.920300968.313237.069351032.851778.4930534328196039.9400.16484.3482603.4850076.200.1785.869636.55073386.72226.57556936.5549970.39006666356.577154.17490.182068388.0017294495.539.57478235214.30421635.705935558.835062363.81318.105.7902510.4476337612.96523717272951085362061.3814.6072118.10131.6711.2577.28034.9215.11883105.6484.89416493.5000.15625.05714.5856054341.563.3022459.3256254.64497800572448.02703.382983.691.48521.7053367423.78710.16412.49578292.262766381.066287.937.464516204.48971.85022.71214230.46930.26538.76849.48416931.7116663.728340.2121084.5845375.87909.3859489.030.5889.618542840.3026.57153233.022.4610184584.1230.875210688868245.312.564447238.080.05114836612.16511.90646.995121090916.10131076906.02964106201953797.036.96719705225795.6119073421465.6136.65314.310.001064822690304352957770.3720.05218.54134.68472.8491.8850.04439.897146.910127.223143.98225091745259396.3383.73517.7382.9721101.92647.0410.39845.985336087940.02470251629.977.05411.12334107230.2373.79337310.131626971250304.69139.150107.4637.9775739576.3117.78017.93779418.09983.613343.58047.3911.699.05610539475301302.42384.244114.30969.635157.69846920.28930390.3291215618819376.69787356411.0876249.430.25825.6218527.7072.66112281288.339757.992.97140117.298.675620.9755.3921.31071550.1947.3011126852201.0854458.35619.65.259326109546.0712.800953.4523.8542954.5523788459576.896.40655039020.7422.8217.17524.846.86664.5415.683.07665630.90128.95764.4603964.343.0042144.0965.55961564.4076.6747.324.87257211.08613.8072.69249.9178.2931.0561.575297.6109.90522.09732.5412.05127590.24810.5159521558.38328.055281.8227296.209.2426383.7211.63212.3327010.82134.0992515.879.67826382.457197.31359.46252582.301813256.8538.35162.95911.00335.6875.253972.5970.80702143.03953.850380.9749003.6355411.45238.714781.443005.7865516.30043.4953417.398114.9061.2267859.109517.353018.034.3723.264.7406373.011239501.670.581211144690258.11251.38114.71111.7518.87174.84223.0521.48381.44517.545519.960912.817621.74229.861917667225.7714.469815.30911.51939333.33451.3861047.0619.22337.071707028.41594.98146.8757.34138546.3613323720.7534023930.6223168520.79056655955.42179.694414.1741753696153.7593.60494.0110.1084642253396.811.36321380441000.23272.6992437.1357.795431392231391725646571410831103301.83121552179814154.23125780447418.0122513108758701241515227.302185293.191530.273358896.9733668072471.8134.3053.4983422.65334354913361140.29864757695195098.5823.214.9948655.2447264675.99.4726863.07865021.455442837.23975.046479328.85853.420356087.028191.878427162.344912.5035849733094532.6280.14069.4693225.8861258.770.1516.741520.42983963.44183.81580930.3361107.54644200846.424273.55435.617025326.4427045222.908.42662284176.6811629.77312198610.46673120.28521.624.733339.54431393222.54720406878431301405861.2323.8743362.65125.2711.0686.20329.7094.48974100.3857.22317252.9310.13223.80612.8658924935.658.2022845.3366753.98506259672811.97630.6921413.361.39722.6143580420.64511.85310.81092767.673575793.875641.632.694367203.82862.10919.78212226.09625.88833.30942.48419688.2319375.559697.3424504.2752754.121249.6067347.326.3638.848058441.8924.18134703.693.0011257273.626.191711838869198.011.389574034.480.05515553813.05212.68949.741126479016.38430537362.43068565576967062.134.45318199228496.5617871458252.6432.81414.520.001016482706290041912710.3700.05618.22536.22966.8461.7080.04441.280139.370116.744144.77424261729263368.6363.37017.3522.6941099.55342.3410.39342.807374717432.48925254727.085.59110.93337921577.7416.59637970.118434881122341.15634.940130.6634.7676377955.65131.53016.06890469.001104.163691.47642.5351.678.14411753834771463.94344.956104.28463.437176.21510118.78730960.3231085586319332.31932314810.6016953.828.27327.1816528.4322.63111423305.820884.482.69860415.827.851706.7463.2711.20018846.0156.45711943.549230.9807558.18117.74.747345113237.1711.6001039.7121.7913303.5240368324065.917.76746120722.5325.2417.84619.926.41557.5786.682.78875829.01926.85758.4994300.639.5452193.4855.01807659.9256.2196.554.37632210.44014.6265.01045.2179.7230.9256.684266.4738.84120.19929.0110.69328152.75863.1164101538.46299.594304.3327481.109.4526154.7811.02112.0027582.15132.0725617.748.93126360.937173.31364.30252549.772443442.0519.77155.35110.092329.0146.270740.1321.0468255.49145.034411.272204.7263615.087710.62101.887907.6374016.32833.4990022.280128.7711.5428368.775617.349914.563.3918.184.4817932.331234211.310.735195142033162.43325.20111.67141.4014.68168.49213.9921.64951.17214.111615.925312.846317.54223.771926000225.7014.457115.36001.52879250451.1861031.3215.67341.821704828.55596.882.22147.3056.8911282.2345.7773561.923264703549.790.7663944040.6353112960.80454315955.12150.044232.8041395005947.3777.17492.9530.1104535083278.911.78320612277050.23875.4702353.9559.787421673240115726593801348821036290.64126066186429148.12130365429816.4856822999867669391451060.012132332.521481.390.279352845666.817.0923591282381.7495653.794.1491.403.4913169.11315494353376930.29762181427187732.6322.315.6868378.8645263074.44.8922143.26062522.444541283.05378.392777128.14556.5891.05347107.210205.431418462.393923.4335845932828834.1850.13973.3313067.201.0560174.277447.030.1526.6287449.81544.90784388.05198.31910133.6659157.35456220649.334242.03450.208811344.8162864890.028.07948270191.23560932.1271046609.713422853.33460.125.333999.74152381482.62521379991821086403651.2394.0122828.08136.8741.1396.58631.8244.69734104.5627.15316873.1590.14024.57413.7868544787.361.9632666.1060445.44479375702628.69779.0371181.881.42827.7923504522.98911.78912.56087041.359669885.469756.433.214753230.99368.61621.74913629.15128.83537.09147.48417692.2117411.798714.6422021.5947405.401033.9562183.229.1038.550546536.7424.37134316.212.8711409193.8129.294710905792341.211.330497234.590.05916768012.61612.33349.605126774518.72326726157.63362745245880632.541.91716972192056.2016390405255.0341.03312.970.001273772305338432075550.4340.06121.42636.00580.5492.0790.05245.914155.804137.500155.74621821610273435.9674.12219.8713.2651230.62751.6120.45550.662306738823.73954220233.070.30612.39931189391.4341.31135090.143928341369279.45742.888107.2141.5895226716.89108.13119.59813385.06905.433060.02651.8081.659.9079669595801202.17420.307125.78576.244145.15747820.35427370.3651326039517360.04740573412.1335726.432.60124.1020129.6812.58120506322.495727.773.22492018.729.484581.3463.2231.4296354.6977.8871061256321.1858959.19721.45.644474103106.8413.644910.1526.0982726.9613337787166.307.47617821422.6621.2217.84512.767.52567.9426.513.30935933.70432.21369.6793726.447.1832200.4755.98182966.3287.2427.645.19244211.88213.2776.76753.3939.1532.4966.287314.02810.40723.66933.9912.39228234.17779.6055551465.05324.349274.7827695.459.7427088.2812.57412.2627483.64137.7744717.759.97126901.026639.91333.06252444.922133917.8214.27164.39511.610353.4765.837OpenBenchmarking.org

ArrayFire

Test: BLAS CPU

OpenBenchmarking.orgGFLOPS, More Is BetterArrayFire 3.7Test: BLAS CPUXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 4216400800120016002000SE +/- 24.61, N = 3SE +/- 4.82, N = 12SE +/- 3.57, N = 3SE +/- 7.70, N = 3SE +/- 12.27, N = 3SE +/- 5.79, N = 151962.46570.34455.82627.85972.60740.131. (CXX) g++ options: -rdynamic

oneDNN

Harness: IP Batch 1D - Data Type: u8s8f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: IP Batch 1D - Data Type: u8s8f32 - Engine: CPUXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42160.46460.92921.39381.85842.323SE +/- 0.002054, N = 3SE +/- 0.002305, N = 3SE +/- 0.036617, N = 12SE +/- 0.018087, N = 3SE +/- 0.000779, N = 3SE +/- 0.003885, N = 30.4873901.3634102.0648801.5363200.8070211.046820MIN: 0.46MIN: 1.31MIN: 1.8MIN: 1.46MIN: 0.78MIN: 11. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

oneDNN

Harness: IP Batch All - Data Type: f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: IP Batch All - Data Type: f32 - Engine: CPUXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 421620406080100SE +/- 0.02, N = 3SE +/- 0.20, N = 3SE +/- 1.33, N = 3SE +/- 0.40, N = 3SE +/- 0.05, N = 3SE +/- 0.22, N = 328.7776.82111.1771.9443.0455.49MIN: 27.47MIN: 74.86MIN: 102.32MIN: 66.95MIN: 41.57MIN: 53.441. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

oneDNN

Harness: Deconvolution Batch deconv_1d - Data Type: f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Deconvolution Batch deconv_1d - Data Type: f32 - Engine: CPUXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 4216246810SE +/- 0.00419, N = 3SE +/- 0.01043, N = 3SE +/- 0.01251, N = 3SE +/- 0.11939, N = 15SE +/- 0.00241, N = 3SE +/- 0.00529, N = 32.140306.573267.919996.522243.850385.03441MIN: 2.08MIN: 6.5MIN: 7.82MIN: 5.7MIN: 3.8MIN: 4.971. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

oneDNN

Harness: Deconvolution Batch deconv_1d - Data Type: u8s8f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Deconvolution Batch deconv_1d - Data Type: u8s8f32 - Engine: CPUXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42160.43850.8771.31551.7542.1925SE +/- 0.001465, N = 3SE +/- 0.001569, N = 3SE +/- 0.000841, N = 3SE +/- 0.009581, N = 3SE +/- 0.000673, N = 3SE +/- 0.001410, N = 30.5328361.6192701.9490301.4809100.9749001.272200MIN: 0.52MIN: 1.6MIN: 1.93MIN: 1.43MIN: 0.96MIN: 1.251. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

oneDNN

Harness: IP Batch 1D - Data Type: f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: IP Batch 1D - Data Type: f32 - Engine: CPUXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 4216246810SE +/- 0.00535, N = 3SE +/- 0.00476, N = 3SE +/- 0.06554, N = 3SE +/- 0.05203, N = 15SE +/- 0.00682, N = 3SE +/- 0.00771, N = 32.354676.308748.502345.998693.635544.72636MIN: 2.27MIN: 5.46MIN: 8.02MIN: 5.24MIN: 3.34MIN: 4.351. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

oneDNN

Harness: IP Batch All - Data Type: u8s8f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: IP Batch All - Data Type: u8s8f32 - Engine: CPUXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 4216612182430SE +/- 0.00268, N = 3SE +/- 0.01353, N = 3SE +/- 0.07006, N = 3SE +/- 0.31106, N = 3SE +/- 0.00804, N = 3SE +/- 0.03770, N = 37.6532719.6239027.1406019.6089011.4523015.08770MIN: 7.43MIN: 18.74MIN: 25.91MIN: 18.56MIN: 10.93MIN: 14.051. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

oneDNN

Harness: IP Batch 1D - Data Type: bf16bf16bf16 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: IP Batch 1D - Data Type: bf16bf16bf16 - Engine: CPUXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 4216510152025SE +/- 0.01030, N = 3SE +/- 0.00688, N = 3SE +/- 0.18695, N = 3SE +/- 0.03321, N = 3SE +/- 0.01051, N = 3SE +/- 0.00590, N = 35.6044615.5363019.2385014.711308.7147810.62100MIN: 5.48MIN: 14.84MIN: 18.03MIN: 14.1MIN: 8.51MIN: 9.941. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

oneDNN

Harness: Deconvolution Batch deconv_3d - Data Type: u8s8f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Deconvolution Batch deconv_3d - Data Type: u8s8f32 - Engine: CPUXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42160.65821.31641.97462.63283.291SE +/- 0.011697, N = 3SE +/- 0.002328, N = 3SE +/- 0.023518, N = 10SE +/- 0.046743, N = 3SE +/- 0.001357, N = 3SE +/- 0.001583, N = 30.9099431.9988702.4867702.9253501.4430001.887900MIN: 0.87MIN: 1.98MIN: 2.4MIN: 2.72MIN: 1.43MIN: 1.881. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

oneDNN

Harness: Deconvolution Batch deconv_3d - Data Type: f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Deconvolution Batch deconv_3d - Data Type: f32 - Engine: CPUXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42163691215SE +/- 0.00706, N = 3SE +/- 0.00451, N = 3SE +/- 0.00398, N = 3SE +/- 0.09411, N = 3SE +/- 0.00527, N = 3SE +/- 0.02573, N = 33.195318.266709.921109.440055.786557.63740MIN: 3.15MIN: 8.22MIN: 9.82MIN: 9.19MIN: 5.76MIN: 7.561. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

oneDNN

Harness: Convolution Batch Shapes Auto - Data Type: bf16bf16bf16 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Convolution Batch Shapes Auto - Data Type: bf16bf16bf16 - Engine: CPUXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 4216714212835SE +/- 0.00328, N = 3SE +/- 0.01913, N = 3SE +/- 0.15412, N = 3SE +/- 0.05354, N = 3SE +/- 0.01827, N = 3SE +/- 0.01706, N = 39.4119624.8090028.9827018.5229016.3004016.32830MIN: 9.06MIN: 24.73MIN: 28.65MIN: 18.35MIN: 16.23MIN: 16.231. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

oneDNN

Harness: Matrix Multiply Batch Shapes Transformer - Data Type: bf16bf16bf16 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Matrix Multiply Batch Shapes Transformer - Data Type: bf16bf16bf16 - Engine: CPUXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 4216246810SE +/- 0.00160, N = 3SE +/- 0.04464, N = 3SE +/- 0.02147, N = 3SE +/- 0.00500, N = 3SE +/- 0.00570, N = 3SE +/- 0.00486, N = 32.036185.399526.184424.004023.495343.49900MIN: 1.94MIN: 5.14MIN: 5.9MIN: 3.87MIN: 3.38MIN: 3.411. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

Y-Cruncher

Calculating 500M Pi Digits

OpenBenchmarking.orgSeconds, Fewer Is BetterY-Cruncher 0.7.8.9503Calculating 500M Pi DigitsXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 4216816243240SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 311.5829.2534.7225.5517.4022.28

oneDNN

Harness: IP Batch All - Data Type: bf16bf16bf16 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: IP Batch All - Data Type: bf16bf16bf16 - Engine: CPUXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 421650100150200250SE +/- 0.02, N = 3SE +/- 0.16, N = 3SE +/- 3.28, N = 4SE +/- 1.37, N = 3SE +/- 0.66, N = 3SE +/- 0.02, N = 375.67187.81226.29163.24114.91128.77MIN: 75.02MIN: 184.97MIN: 217.57MIN: 157.58MIN: 113.14MIN: 125.191. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

oneDNN

Harness: Matrix Multiply Batch Shapes Transformer - Data Type: f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Matrix Multiply Batch Shapes Transformer - Data Type: f32 - Engine: CPUXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42160.63811.27621.91432.55243.1905SE +/- 0.005408, N = 3SE +/- 0.004177, N = 3SE +/- 0.016989, N = 3SE +/- 0.010448, N = 3SE +/- 0.001138, N = 3SE +/- 0.006768, N = 30.9577372.1165602.8358501.8226401.2267801.542830MIN: 0.91MIN: 2.07MIN: 2.72MIN: 1.76MIN: 1.18MIN: 1.481. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

oneDNN

Harness: Recurrent Neural Network Inference - Data Type: f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Recurrent Neural Network Inference - Data Type: f32 - Engine: CPUXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42164080120160200SE +/- 0.44, N = 3SE +/- 0.40, N = 3SE +/- 2.33, N = 3SE +/- 1.38, N = 15SE +/- 0.14, N = 3SE +/- 1.50, N = 1555.45123.11160.9692.9859.1168.78MIN: 53.35MIN: 120.95MIN: 154.75MIN: 83.79MIN: 57.33MIN: 60.281. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

oneDNN

Harness: Deconvolution Batch deconv_1d - Data Type: bf16bf16bf16 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Deconvolution Batch deconv_1d - Data Type: bf16bf16bf16 - Engine: CPUXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 4216714212835SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 310.5326.2930.3119.8417.3517.35MIN: 10.33MIN: 25.84MIN: 29.81MIN: 19.52MIN: 17.06MIN: 17.061. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

Intel Open Image Denoise

Scene: Memorial

OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 1.2.0Scene: MemorialXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 4216612182430SE +/- 0.12, N = 3SE +/- 0.02, N = 3SE +/- 0.06, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 325.2210.899.2112.5918.0314.56

OSPray

Demo: NASA Streamlines - Renderer: Path Tracer

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: NASA Streamlines - Renderer: Path TracerXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42161.2422.4843.7264.9686.21SE +/- 0.00, N = 7SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 12SE +/- 0.00, N = 35.522.382.032.944.373.39MIN: 5.43 / MAX: 5.62MIN: 2.36 / MAX: 2.42MIN: 2.02 / MAX: 2.06MIN: 2.91 / MAX: 2.98MIN: 4.31 / MAX: 4.46MIN: 3.36 / MAX: 3.45

OSPray

Demo: NASA Streamlines - Renderer: SciVis

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: NASA Streamlines - Renderer: SciVisXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 4216714212835SE +/- 0.00, N = 12SE +/- 0.06, N = 3SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 1229.4112.9310.8715.8723.2618.18MIN: 27.03MIN: 12.66 / MAX: 13.16MIN: 10.64 / MAX: 10.99MIN: 15.15MIN: 21.28MIN: 16.95

ACES DGEMM

Sustained Floating-Point Rate

OpenBenchmarking.orgGFLOP/s, More Is BetterACES DGEMM 1.0Sustained Floating-Point RateXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42161.23412.46823.70234.93646.1705SE +/- 0.072656, N = 15SE +/- 0.007863, N = 3SE +/- 0.023629, N = 3SE +/- 0.044481, N = 15SE +/- 0.033031, N = 3SE +/- 0.047059, N = 155.4850692.1335262.0449693.4921214.7406374.4817931. (CC) gcc options: -O3 -march=native -fopenmp

OSPray

Demo: XFrog Forest - Renderer: SciVis

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: XFrog Forest - Renderer: SciVisXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42160.8281.6562.4843.3124.14SE +/- 0.00, N = 12SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 10SE +/- 0.00, N = 33.681.671.402.053.012.33MIN: 3.61 / MAX: 3.7MIN: 1.66 / MAX: 1.68MIN: 1.39 / MAX: 1.41MIN: 2.02 / MAX: 2.06MIN: 2.97 / MAX: 3.03MIN: 2.32 / MAX: 2.35

Apache Cassandra

Test: Writes

OpenBenchmarking.orgOp/s, More Is BetterApache Cassandra 3.11.4Test: WritesXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 421630K60K90K120K150KSE +/- 2414.01, N = 3SE +/- 229.84, N = 3SE +/- 39.04, N = 3SE +/- 344.99, N = 3SE +/- 1362.41, N = 7SE +/- 1184.33, N = 3144137561925484792471123950123421

OSPray

Demo: XFrog Forest - Renderer: Path Tracer

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: XFrog Forest - Renderer: Path TracerXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42160.45230.90461.35691.80922.2615SE +/- 0.00, N = 4SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 62.010.920.771.131.671.31MIN: 2 / MAX: 2.02MIN: 0.91MIN: 0.76 / MAX: 0.78MIN: 1.11 / MAX: 1.14MIN: 1.66 / MAX: 1.68MIN: 1.3

oneDNN

Harness: Matrix Multiply Batch Shapes Transformer - Data Type: u8s8f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Matrix Multiply Batch Shapes Transformer - Data Type: u8s8f32 - Engine: CPUXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42160.28520.57040.85561.14081.426SE +/- 0.005095, N = 3SE +/- 0.004818, N = 3SE +/- 0.002638, N = 3SE +/- 0.004602, N = 3SE +/- 0.006250, N = 3SE +/- 0.003025, N = 30.4928721.0523401.2677500.8699870.5812110.735195MIN: 0.46MIN: 1MIN: 1.19MIN: 0.82MIN: 0.54MIN: 0.691. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

Stress-NG

Test: Malloc

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: MallocXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 421640M80M120M160M200MSE +/- 583531.87, N = 3SE +/- 38034.90, N = 3SE +/- 31845.62, N = 3SE +/- 69023.62, N = 3SE +/- 231978.26, N = 3SE +/- 107622.97, N = 3163780745.0665589808.0963988753.46103035502.93144690258.11142033162.431. (CC) gcc options: -O2 -std=gnu99 -lm -lcrypt -lrt -lz -ldl -lpthread -lc

oneDNN

Harness: Recurrent Neural Network Training - Data Type: f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Recurrent Neural Network Training - Data Type: f32 - Engine: CPUXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 4216100200300400500SE +/- 0.20, N = 3SE +/- 0.16, N = 3SE +/- 5.44, N = 6SE +/- 3.39, N = 15SE +/- 0.17, N = 3SE +/- 1.04, N = 3180.71381.41462.30355.23251.38325.20MIN: 179.4MIN: 379.82MIN: 453.48MIN: 338.76MIN: 248.92MIN: 321.51. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

Embree

Binary: Pathtracer ISPC - Model: Crown

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.9.0Binary: Pathtracer ISPC - Model: CrownXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 421648121620SE +/- 0.0075, N = 3SE +/- 0.0084, N = 3SE +/- 0.0238, N = 3SE +/- 0.0926, N = 3SE +/- 0.0435, N = 3SE +/- 0.0080, N = 317.36778.12936.85039.839014.711111.6714MIN: 17.24 / MAX: 17.57MIN: 8.08 / MAX: 8.24MIN: 6.79 / MAX: 6.97MIN: 9.64 / MAX: 10.14MIN: 14.53 / MAX: 14.9MIN: 11.59 / MAX: 11.81

OSPray

Demo: San Miguel - Renderer: Path Tracer

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: San Miguel - Renderer: Path TracerXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42160.45450.9091.36351.8182.2725SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 32.020.950.801.191.751.40MIN: 2.01 / MAX: 2.03MIN: 0.93MIN: 0.79 / MAX: 0.81MAX: 1.2MIN: 1.73MIN: 1.39

OSPray

Demo: San Miguel - Renderer: SciVis

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: San Miguel - Renderer: SciVisXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 4216510152025SE +/- 0.06, N = 8SE +/- 0.03, N = 4SE +/- 0.01, N = 6SE +/- 0.06, N = 3SE +/- 0.00, N = 12SE +/- 0.02, N = 1022.6610.729.0012.9318.8714.68MIN: 20.83 / MAX: 22.73MIN: 10.31 / MAX: 10.75MIN: 8.85 / MAX: 9.01MIN: 12.66 / MAX: 12.99MIN: 16.13 / MAX: 19.23MIN: 14.08 / MAX: 14.71

SVT-VP9

Tuning: Visual Quality Optimized - Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.1Tuning: Visual Quality Optimized - Input: Bosphorus 1080pXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 421650100150200250SE +/- 0.63, N = 3SE +/- 0.18, N = 3SE +/- 0.20, N = 3SE +/- 0.53, N = 3SE +/- 0.12, N = 3SE +/- 0.98, N = 3207.7392.2783.47149.67174.84168.491. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

SVT-VP9

Tuning: VMAF Optimized - Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.1Tuning: VMAF Optimized - Input: Bosphorus 1080pXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 421660120180240300SE +/- 0.86, N = 3SE +/- 1.07, N = 3SE +/- 0.50, N = 3SE +/- 1.75, N = 10SE +/- 2.74, N = 12SE +/- 2.44, N = 12267.74116.57107.67188.03223.05213.991. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

oneDNN

Harness: Deconvolution Batch deconv_3d - Data Type: bf16bf16bf16 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Deconvolution Batch deconv_3d - Data Type: bf16bf16bf16 - Engine: CPUXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 4216714212835SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.10, N = 3SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 312.4026.1830.7324.5321.4821.65MIN: 12.3MIN: 26.12MIN: 30.46MIN: 24.23MIN: 21.36MIN: 21.411. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

GROMACS

Water Benchmark

OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2020.3Water BenchmarkXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42160.41240.82481.23721.64962.062SE +/- 0.005, N = 3SE +/- 0.002, N = 3SE +/- 0.002, N = 3SE +/- 0.000, N = 3SE +/- 0.002, N = 3SE +/- 0.001, N = 31.8330.8730.7441.0441.4451.1721. (CXX) g++ options: -O3 -pthread -lrt -lpthread -lm

Embree

Binary: Pathtracer ISPC - Model: Asian Dragon Obj

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.9.0Binary: Pathtracer ISPC - Model: Asian Dragon ObjXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 4216510152025SE +/- 0.0570, N = 3SE +/- 0.0081, N = 3SE +/- 0.0315, N = 3SE +/- 0.0209, N = 3SE +/- 0.0265, N = 3SE +/- 0.0459, N = 320.16829.65488.231612.151217.545514.1116MIN: 19.99 / MAX: 20.39MIN: 9.61 / MAX: 9.75MIN: 8.15 / MAX: 8.33MIN: 12.09 / MAX: 12.27MIN: 17.45 / MAX: 17.71MIN: 13.98 / MAX: 14.25

Embree

Binary: Pathtracer ISPC - Model: Asian Dragon

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.9.0Binary: Pathtracer ISPC - Model: Asian DragonXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 4216510152025SE +/- 0.1772, N = 3SE +/- 0.0511, N = 3SE +/- 0.0844, N = 3SE +/- 0.0779, N = 3SE +/- 0.1314, N = 3SE +/- 0.0815, N = 322.480110.75899.256713.490519.960915.9253MIN: 22.23 / MAX: 22.99MIN: 10.66 / MAX: 10.93MIN: 9.07 / MAX: 9.48MIN: 13.33 / MAX: 13.73MIN: 19.67 / MAX: 20.33MIN: 15.72 / MAX: 16.1

Embree

Binary: Pathtracer - Model: Crown

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.9.0Binary: Pathtracer - Model: CrownXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 421648121620SE +/- 0.0951, N = 3SE +/- 0.0091, N = 3SE +/- 0.0110, N = 3SE +/- 0.0121, N = 3SE +/- 0.0059, N = 3SE +/- 0.0055, N = 316.48057.87296.822910.956412.817612.8463MIN: 15.69 / MAX: 16.79MIN: 7.82 / MAX: 7.99MIN: 6.78 / MAX: 6.91MIN: 10.87 / MAX: 11.08MIN: 12.75 / MAX: 12.93MIN: 12.78 / MAX: 12.97

OSPray

Demo: Magnetic Reconnection - Renderer: SciVis

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: Magnetic Reconnection - Renderer: SciVisXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 4216612182430SE +/- 0.02, N = 11SE +/- 0.03, N = 4SE +/- 0.00, N = 15SE +/- 0.00, N = 12SE +/- 0.00, N = 1225.0012.0210.3915.1521.7417.54MIN: 23.26MIN: 11.76 / MAX: 12.2MIN: 10.1 / MAX: 10.53MIN: 14.71 / MAX: 15.38MIN: 20.83 / MAX: 22.22MIN: 16.95 / MAX: 17.86

SVT-VP9

Tuning: PSNR/SSIM Optimized - Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.1Tuning: PSNR/SSIM Optimized - Input: Bosphorus 1080pXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 421660120180240300SE +/- 1.26, N = 3SE +/- 0.47, N = 3SE +/- 0.34, N = 3SE +/- 0.33, N = 3SE +/- 0.30, N = 3SE +/- 0.51, N = 3274.86126.17115.03196.51229.86223.771. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

John The Ripper

Test: MD5

OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 1.9.0-jumbo-1Test: MD5Xeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 4216600K1200K1800K2400K3000KSE +/- 4409.59, N = 3SE +/- 8082.90, N = 3SE +/- 333.33, N = 3SE +/- 6359.59, N = 3SE +/- 2027.59, N = 3SE +/- 4041.45, N = 32586667125300010893331694333191766719260001. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -pthread -lm -lz -ldl -lcrypt -lbz2

ASTC Encoder

Preset: Exhaustive

OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 2.0Preset: ExhaustiveXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 421690180270360450SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.09, N = 3SE +/- 0.05, N = 3SE +/- 0.06, N = 3SE +/- 0.06, N = 3170.08347.48401.08256.67225.77225.701. (CXX) g++ options: -std=c++14 -fvisibility=hidden -O3 -flto -mfpmath=sse -mavx2 -mpopcnt -lpthread

Embree

Binary: Pathtracer - Model: Asian Dragon Obj

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.9.0Binary: Pathtracer - Model: Asian Dragon ObjXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 421648121620SE +/- 0.0287, N = 3SE +/- 0.0206, N = 3SE +/- 0.0104, N = 3SE +/- 0.0132, N = 3SE +/- 0.0247, N = 3SE +/- 0.0085, N = 318.05018.77907.683312.158614.469814.4571MIN: 17.96 / MAX: 18.23MIN: 8.72 / MAX: 8.87MIN: 7.65 / MAX: 7.75MIN: 12.11 / MAX: 12.25MIN: 14.39 / MAX: 14.61MIN: 14.4 / MAX: 14.55

Embree

Binary: Pathtracer - Model: Asian Dragon

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.9.0Binary: Pathtracer - Model: Asian DragonXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 4216510152025SE +/- 0.0692, N = 3SE +/- 0.0396, N = 3SE +/- 0.0518, N = 3SE +/- 0.1144, N = 3SE +/- 0.0351, N = 3SE +/- 0.0721, N = 319.29709.36568.233012.805315.309115.3600MIN: 19.13 / MAX: 19.55MIN: 9.27 / MAX: 9.48MIN: 8.15 / MAX: 8.41MIN: 12.34 / MAX: 13.05MIN: 15.21 / MAX: 15.43MIN: 15.23 / MAX: 15.58

NAMD

ATPase Simulation - 327,506 Atoms

OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD 2.14ATPase Simulation - 327,506 AtomsXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42160.61041.22081.83122.44163.052SE +/- 0.00374, N = 3SE +/- 0.00248, N = 3SE +/- 0.00344, N = 3SE +/- 0.00395, N = 3SE +/- 0.00350, N = 3SE +/- 0.00811, N = 31.159422.343432.712991.735421.519391.52879

OSPray

Demo: Magnetic Reconnection - Renderer: Path Tracer

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: Magnetic Reconnection - Renderer: Path TracerXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 421670140210280350SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12333.33166.67142.86200.00333.33250.00MIN: 250 / MAX: 500MIN: 142.86 / MAX: 200MIN: 125 / MAX: 166.67MIN: 166.67 / MAX: 250MIN: 250MIN: 200

Blender

Blend File: Classroom - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: Classroom - Compute: CPU-OnlyXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42162004006008001000SE +/- 0.77, N = 3SE +/- 1.57, N = 3SE +/- 0.66, N = 3SE +/- 0.50, N = 3SE +/- 1.04, N = 3SE +/- 0.15, N = 3343.41693.38800.44512.92451.38451.18

Stress-NG

Test: Vector Math

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: Vector MathXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 421620K40K60K80K100KSE +/- 13.64, N = 3SE +/- 11.49, N = 3SE +/- 1.82, N = 3SE +/- 2.91, N = 3SE +/- 1.75, N = 3SE +/- 1.38, N = 380190.4739810.6834509.6253738.7861047.0661031.321. (CC) gcc options: -O2 -std=gnu99 -lm -lcrypt -lrt -lz -ldl -lpthread -lc

PlaidML

FP16: No - Mode: Inference - Network: VGG16 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG16 - Device: CPUXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 4216612182430SE +/- 0.18, N = 3SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.04, N = 3SE +/- 0.03, N = 323.1311.469.9813.8719.2215.67

Stress-NG

Test: MMAP

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: MMAPXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 421680160240320400SE +/- 1.30, N = 3SE +/- 0.50, N = 3SE +/- 0.28, N = 3SE +/- 0.69, N = 3SE +/- 1.27, N = 3SE +/- 0.58, N = 3372.40167.00160.99268.64337.07341.821. (CC) gcc options: -O2 -std=gnu99 -lm -lcrypt -lrt -lz -ldl -lpthread -lc

Chaos Group V-RAY

Mode: CPU

OpenBenchmarking.orgKsamples, More Is BetterChaos Group V-RAY 4.10.07Mode: CPUXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42165K10K15K20K25KSE +/- 142.52, N = 3SE +/- 22.17, N = 3SE +/- 31.64, N = 3SE +/- 14.43, N = 3SE +/- 111.97, N = 3SE +/- 97.28, N = 321428105759264145431707017048

ASTC Encoder

Preset: Thorough

OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 2.0Preset: ThoroughXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42161122334455SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 321.6143.3749.9132.2928.4128.551. (CXX) g++ options: -std=c++14 -fvisibility=hidden -O3 -flto -mfpmath=sse -mavx2 -mpopcnt -lpthread

Blender

Blend File: Barbershop - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: Barbershop - Compute: CPU-OnlyXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42162004006008001000SE +/- 0.22, N = 3SE +/- 0.48, N = 3SE +/- 0.19, N = 3SE +/- 0.35, N = 3SE +/- 0.99, N = 3SE +/- 0.43, N = 3466.87934.841072.41685.33594.98596.88

OpenVINO

Model: Face Detection 0106 FP16 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2021.1Model: Face Detection 0106 FP16 - Device: CPUXeon Silver 4216Xeon Gold 6226R1.13632.27263.40894.54525.6815SE +/- 0.00, N = 3SE +/- 0.00, N = 32.225.051. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -pie -pthread -lpthread

Blender

Blend File: BMW27 - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: BMW27 - Compute: CPU-OnlyXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 421660120180240300SE +/- 0.09, N = 3SE +/- 0.28, N = 3SE +/- 0.22, N = 3SE +/- 0.08, N = 3SE +/- 0.60, N = 3SE +/- 0.40, N = 3113.16225.96257.23167.21146.87147.30

SVT-HEVC

1080p 8-bit YUV To HEVC Video Encode

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.4.11080p 8-bit YUV To HEVC Video EncodeXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 421620406080100SE +/- 0.12, N = 3SE +/- 0.11, N = 3SE +/- 0.09, N = 3SE +/- 0.06, N = 3SE +/- 0.10, N = 3SE +/- 0.09, N = 374.9236.9633.0649.7557.3456.891. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt

AI Benchmark Alpha

Device Inference Score

OpenBenchmarking.orgScore, More Is BetterAI Benchmark Alpha 0.1.2Device Inference ScoreXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42164008001200160020001842952813106513851128

OpenVINO

Model: Face Detection 0106 FP32 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2021.1Model: Face Detection 0106 FP32 - Device: CPUXeon Silver 4216Xeon Gold 6226R1.1342.2683.4024.5365.67SE +/- 0.01, N = 3SE +/- 0.01, N = 32.235.041. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -pie -pthread -lpthread

POV-Ray

Trace Time

OpenBenchmarking.orgSeconds, Fewer Is BetterPOV-Ray 3.7.0.7Trace TimeXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 421620406080100SE +/- 0.30, N = 11SE +/- 0.10, N = 3SE +/- 0.07, N = 3SE +/- 0.02, N = 3SE +/- 0.67, N = 3SE +/- 0.67, N = 434.4267.6177.7950.7946.3645.781. (CXX) g++ options: -pipe -O3 -ffast-math -march=native -pthread -lSDL -lSM -lICE -lX11 -lIlmImf -lImath-2_5 -lHalf-2_5 -lIex-2_5 -lIexMath-2_5 -lIlmThread-2_5 -lIlmThread -ltiff -ljpeg -lpng -lz -lrt -lm -lboost_thread -lboost_system

OpenVINO

Model: Face Detection 0106 FP16 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2021.1Model: Face Detection 0106 FP16 - Device: CPUXeon Silver 4216Xeon Gold 6226R8001600240032004000SE +/- 12.74, N = 3SE +/- 1.28, N = 33561.921576.481. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -pie -pthread -lpthread

PostgreSQL pgbench

Scaling Factor: 100 - Clients: 250 - Mode: Read Only

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 250 - Mode: Read OnlyXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 421690K180K270K360K450KSE +/- 1249.97, N = 3SE +/- 574.60, N = 3SE +/- 225.10, N = 3SE +/- 3390.67, N = 3SE +/- 815.21, N = 3SE +/- 339.57, N = 34006721822001785992607053323723264701. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenVINO

Model: Face Detection 0106 FP32 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2021.1Model: Face Detection 0106 FP32 - Device: CPUXeon Silver 4216Xeon Gold 6226R8001600240032004000SE +/- 10.58, N = 3SE +/- 4.19, N = 33549.791583.491. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -pie -pthread -lpthread

PostgreSQL pgbench

Scaling Factor: 100 - Clients: 250 - Mode: Read Only - Average Latency

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 250 - Mode: Read Only - Average LatencyXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42160.3150.630.9451.261.575SE +/- 0.002, N = 3SE +/- 0.004, N = 3SE +/- 0.002, N = 3SE +/- 0.012, N = 3SE +/- 0.002, N = 3SE +/- 0.001, N = 30.6251.3731.4000.9600.7530.7661. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

PostgreSQL pgbench

Scaling Factor: 1 - Clients: 250 - Mode: Read Only

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 250 - Mode: Read OnlyXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 4216110K220K330K440K550KSE +/- 3310.53, N = 3SE +/- 3079.50, N = 3SE +/- 3105.91, N = 3SE +/- 3916.57, N = 3SE +/- 2796.06, N = 3SE +/- 2793.56, N = 34920492239032224373201844023933944041. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

PostgreSQL pgbench

Scaling Factor: 1 - Clients: 250 - Mode: Read Only - Average Latency

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 250 - Mode: Read Only - Average LatencyXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42160.25310.50620.75931.01241.2655SE +/- 0.003, N = 3SE +/- 0.015, N = 3SE +/- 0.016, N = 3SE +/- 0.010, N = 3SE +/- 0.005, N = 3SE +/- 0.005, N = 30.5091.1171.1250.7820.6220.6351. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

PostgreSQL pgbench

Scaling Factor: 1000 - Clients: 250 - Mode: Read Only

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1000 - Clients: 250 - Mode: Read OnlyXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 421680K160K240K320K400KSE +/- 1246.56, N = 3SE +/- 62.81, N = 3SE +/- 39.28, N = 3SE +/- 501.86, N = 3SE +/- 797.31, N = 3SE +/- 583.88, N = 33708541721531686902433233168523112961. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

PostgreSQL pgbench

Scaling Factor: 1000 - Clients: 250 - Mode: Read Only - Average Latency

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1000 - Clients: 250 - Mode: Read Only - Average LatencyXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42160.33370.66741.00111.33481.6685SE +/- 0.002, N = 3SE +/- 0.001, N = 3SE +/- 0.000, N = 3SE +/- 0.002, N = 3SE +/- 0.002, N = 3SE +/- 0.002, N = 30.6751.4531.4831.0280.7900.8041. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

ebizzy

OpenBenchmarking.orgRecords/s, More Is Betterebizzy 0.3Xeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 4216120K240K360K480K600KSE +/- 9070.59, N = 15SE +/- 4330.36, N = 15SE +/- 5132.56, N = 15SE +/- 4837.04, N = 15SE +/- 6857.46, N = 15SE +/- 6646.11, N = 35614082841002606244263255665595431591. (CC) gcc options: -pthread -lpthread -O3 -march=native

rays1bench

Large Scene

OpenBenchmarking.orgmrays/s, More Is Betterrays1bench 2020-01-09Large SceneXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42161632486480SE +/- 0.70, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.13, N = 3SE +/- 0.37, N = 373.8739.2333.9952.8755.4255.12

OpenVKL

Benchmark: vklBenchmark

OpenBenchmarking.orgItems / Sec, More Is BetterOpenVKL 0.9Benchmark: vklBenchmarkXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 421650100150200250SE +/- 0.62, N = 3SE +/- 0.16, N = 3SE +/- 0.22, N = 3SE +/- 0.20, N = 3SE +/- 0.24, N = 3SE +/- 0.76, N = 3213.11110.0698.39131.61179.69150.04MIN: 1 / MAX: 903MIN: 1 / MAX: 468MIN: 1 / MAX: 392MIN: 1 / MAX: 547MIN: 1 / MAX: 776MIN: 1 / MAX: 605

ASKAP

Test: tConvolve OpenMP - Degridding

OpenBenchmarking.orgMillion Grid Points Per Second, More Is BetterASKAP 2018-11-10Test: tConvolve OpenMP - DegriddingXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 421611002200330044005500SE +/- 31.01, N = 3SE +/- 27.30, N = 12SE +/- 14.77, N = 15SE +/- 21.11, N = 15SE +/- 49.32, N = 3SE +/- 24.68, N = 154992.692377.272307.283360.864414.174232.801. (CXX) g++ options: -lpthread

Xsbench

OpenBenchmarking.orgLookups/s, More Is BetterXsbench 2017-07-06Xeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 4216900K1800K2700K3600K4500KSE +/- 11813.79, N = 3SE +/- 6660.13, N = 3SE +/- 154.60, N = 3SE +/- 7314.69, N = 3SE +/- 12068.92, N = 3SE +/- 10041.13, N = 34388563219150320562463167404417536941395001. (CC) gcc options: -std=gnu99 -fopenmp -O3 -lm

Stress-NG

Test: CPU Stress

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: CPU StressXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42162K4K6K8K10KSE +/- 13.91, N = 3SE +/- 4.24, N = 3SE +/- 5.46, N = 3SE +/- 4.68, N = 3SE +/- 5.89, N = 3SE +/- 3.08, N = 37830.003672.963801.534925.486153.755947.371. (CC) gcc options: -O2 -std=gnu99 -lm -lcrypt -lrt -lz -ldl -lpthread -lc

x264

H.264 Video Encoding

OpenBenchmarking.orgFrames Per Second, More Is Betterx264 2019-12-17H.264 Video EncodingXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 421620406080100SE +/- 0.27, N = 3SE +/- 0.73, N = 3SE +/- 0.34, N = 3SE +/- 0.88, N = 3SE +/- 0.76, N = 3SE +/- 0.26, N = 3110.6159.2851.9775.1393.6077.171. (CC) gcc options: -ldl -lavformat -lavcodec -lavutil -lswscale -m64 -lm -lpthread -O3 -ffast-math -std=gnu99 -fPIC -fomit-frame-pointer -fno-tree-vectorize

TTSIOD 3D Renderer

Phong Rendering With Soft-Shadow Mapping

OpenBenchmarking.orgFPS, More Is BetterTTSIOD 3D Renderer 2.3bPhong Rendering With Soft-Shadow MappingXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 4216130260390520650SE +/- 0.99, N = 3SE +/- 0.53, N = 3SE +/- 0.15, N = 3SE +/- 1.04, N = 3SE +/- 1.05, N = 3SE +/- 0.70, N = 3619.63333.43292.26437.93494.01492.951. (CXX) g++ options: -O3 -fomit-frame-pointer -ffast-math -mtune=native -flto -msse -mrecip -mfpmath=sse -msse2 -mssse3 -lSDL -fopenmp -fwhole-program -lstdc++

PostgreSQL pgbench

Scaling Factor: 1 - Clients: 50 - Mode: Read Only - Average Latency

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 50 - Mode: Read Only - Average LatencyXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42160.04010.08020.12030.16040.2005SE +/- 0.001, N = 3SE +/- 0.001, N = 3SE +/- 0.001, N = 3SE +/- 0.000, N = 3SE +/- 0.001, N = 3SE +/- 0.000, N = 30.0840.1780.1720.1320.1080.1101. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

PostgreSQL pgbench

Scaling Factor: 1 - Clients: 50 - Mode: Read Only

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 50 - Mode: Read OnlyXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 4216130K260K390K520K650KSE +/- 2885.45, N = 3SE +/- 1790.48, N = 3SE +/- 1302.48, N = 3SE +/- 1172.77, N = 3SE +/- 3254.33, N = 3SE +/- 839.81, N = 35947172810162917593771444642254535081. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenSSL

RSA 4096-bit Performance

OpenBenchmarking.orgSigns Per Second, More Is BetterOpenSSL 1.1.1RSA 4096-bit PerformanceXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42169001800270036004500SE +/- 8.78, N = 3SE +/- 2.67, N = 3SE +/- 3.64, N = 3SE +/- 2.98, N = 3SE +/- 5.21, N = 3SE +/- 3.86, N = 34374.02069.62187.92733.63396.83278.91. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl

N-Queens

Elapsed Time

OpenBenchmarking.orgSeconds, Fewer Is BetterN-Queens 1.0Elapsed TimeXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 4216510152025SE +/- 0.000, N = 3SE +/- 0.001, N = 3SE +/- 0.001, N = 3SE +/- 0.001, N = 3SE +/- 0.005, N = 3SE +/- 0.002, N = 38.83918.65217.61514.12011.36311.7831. (CC) gcc options: -static -fopenmp -O3 -march=native

John The Ripper

Test: Blowfish

OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 1.9.0-jumbo-1Test: BlowfishXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42166K12K18K24K30KSE +/- 83.38, N = 3SE +/- 15.24, N = 3SE +/- 8.50, N = 3SE +/- 6.36, N = 3SE +/- 0.67, N = 32730812971137391717921380206121. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -pthread -lm -lz -ldl -lcrypt -lbz2

FFTW

Build: Float + SSE - Size: 1D FFT Size 4096

OpenBenchmarking.orgMflops, More Is BetterFFTW 3.3.6Build: Float + SSE - Size: 1D FFT Size 4096Xeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 421612K24K36K48K60KSE +/- 43.18, N = 3SE +/- 449.86, N = 12SE +/- 441.98, N = 3SE +/- 57.92, N = 3SE +/- 618.83, N = 3SE +/- 891.01, N = 155829043076496763028344100277051. (CC) gcc options: -pthread -O3 -fomit-frame-pointer -mtune=native -malign-double -fstrict-aliasing -fno-schedule-insns -ffast-math -lm

PostgreSQL pgbench

Scaling Factor: 1 - Clients: 100 - Mode: Read Only - Average Latency

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 100 - Mode: Read Only - Average LatencyXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42160.08730.17460.26190.34920.4365SE +/- 0.000, N = 3SE +/- 0.001, N = 3SE +/- 0.002, N = 3SE +/- 0.003, N = 3SE +/- 0.001, N = 3SE +/- 0.000, N = 30.1850.3880.3780.2880.2320.2381. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

m-queens

Time To Solve

OpenBenchmarking.orgSeconds, Fewer Is Betterm-queens 1.2Time To SolveXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 4216306090120150SE +/- 0.21, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 0.10, N = 356.99119.43112.7990.4472.7075.471. (CXX) g++ options: -fopenmp -O2 -march=native

Stress-NG

Test: Crypto

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: CryptoXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42167001400210028003500SE +/- 6.80, N = 3SE +/- 1.28, N = 3SE +/- 1.99, N = 3SE +/- 1.87, N = 3SE +/- 2.67, N = 3SE +/- 0.51, N = 33101.311480.141566.931958.652437.132353.951. (CC) gcc options: -O2 -std=gnu99 -lm -lcrypt -lrt -lz -ldl -lpthread -lc

C-Ray

Total Time - 4K, 16 Rays Per Pixel

OpenBenchmarking.orgSeconds, Fewer Is BetterC-Ray 1.1Total Time - 4K, 16 Rays Per PixelXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 421620406080100SE +/- 0.25, N = 3SE +/- 0.38, N = 3SE +/- 0.02, N = 3SE +/- 1.22, N = 3SE +/- 0.14, N = 3SE +/- 0.07, N = 345.3794.9989.4272.9557.8059.791. (CC) gcc options: -lm -lpthread -O3

PostgreSQL pgbench

Scaling Factor: 1 - Clients: 100 - Mode: Read Only

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 100 - Mode: Read OnlyXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 4216120K240K360K480K600KSE +/- 308.40, N = 3SE +/- 734.63, N = 3SE +/- 1170.42, N = 3SE +/- 2981.14, N = 3SE +/- 974.75, N = 3SE +/- 589.07, N = 35402522580182644443475704313924216731. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

TensorFlow Lite

Model: Inception ResNet V2

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception ResNet V2Xeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 4216800K1600K2400K3200K4000KSE +/- 1386.97, N = 3SE +/- 122.88, N = 3SE +/- 581.10, N = 3SE +/- 343.95, N = 3SE +/- 255.76, N = 3SE +/- 1483.81, N = 3180400337748003572553304760023139172401157

TensorFlow Lite

Model: Inception V4

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception V4Xeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 4216900K1800K2700K3600K4500KSE +/- 1250.33, N = 3SE +/- 407.06, N = 3SE +/- 412.19, N = 3SE +/- 1124.12, N = 3SE +/- 72.19, N = 3SE +/- 472.48, N = 3200102041780703951900339015325646572659380

BRL-CAD

VGR Performance Metric

OpenBenchmarking.orgVGR Performance Metric, More Is BetterBRL-CAD 7.30.8VGR Performance MetricXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 421630K60K90K120K150K16150985652776851164071410831348821. (CXX) g++ options: -std=c++11 -pipe -fno-strict-aliasing -fno-common -fexceptions -ftemplate-depth-128 -m64 -ggdb3 -O3 -fipa-pta -fstrength-reduce -finline-functions -flto -pedantic -rdynamic -lSM -lICE -lGLU -lGL -lGLdispatch -lX11 -lXext -lXrender -lpthread -ldl -luuid -lm

GraphicsMagick

Operation: Resizing

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.33Operation: ResizingXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 421630060090012001500SE +/- 3.18, N = 3SE +/- 0.88, N = 3SE +/- 2.08, N = 3SE +/- 1.76, N = 3SE +/- 2.40, N = 3SE +/- 1.20, N = 31329716640830110310361. (CC) gcc options: -fopenmp -O2 -pthread -ljbig -lwebp -lwebpmux -ltiff -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -llzma -lbz2 -lxml2 -lz -lm -lpthread

Stress-NG

Test: NUMA

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: NUMAXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 421680160240320400SE +/- 2.06, N = 3SE +/- 0.82, N = 3SE +/- 1.38, N = 3SE +/- 0.30, N = 3SE +/- 0.18, N = 3SE +/- 0.27, N = 3376.57181.62189.79242.41301.83290.641. (CC) gcc options: -O2 -std=gnu99 -lm -lcrypt -lrt -lz -ldl -lpthread -lc

TensorFlow Lite

Model: Mobilenet Float

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet FloatXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 421640K80K120K160K200KSE +/- 43.22, N = 3SE +/- 24.01, N = 3SE +/- 20.58, N = 3SE +/- 16.17, N = 3SE +/- 45.04, N = 3SE +/- 30.83, N = 394638.2196001.0185261.0161988.0121552.0126066.0

TensorFlow Lite

Model: SqueezeNet

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: SqueezeNetXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 421660K120K180K240K300KSE +/- 89.29, N = 3SE +/- 103.89, N = 3SE +/- 31.71, N = 3SE +/- 160.08, N = 3SE +/- 26.51, N = 3SE +/- 35.48, N = 3140265290141274843233039179814186429

Stress-NG

Test: Glibc Qsort Data Sorting

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: Glibc Qsort Data SortingXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42164080120160200SE +/- 1.29, N = 3SE +/- 0.38, N = 3SE +/- 0.15, N = 3SE +/- 0.16, N = 3SE +/- 0.37, N = 3SE +/- 0.38, N = 3192.5293.4699.11123.52154.23148.121. (CC) gcc options: -O2 -std=gnu99 -lm -lcrypt -lrt -lz -ldl -lpthread -lc

TensorFlow Lite

Model: Mobilenet Quant

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet QuantXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 421640K80K120K160K200KSE +/- 6.89, N = 3SE +/- 22.53, N = 3SE +/- 43.41, N = 3SE +/- 45.83, N = 3SE +/- 18.56, N = 3SE +/- 16.20, N = 397886.1201338.0190214.0166993.0125780.0130365.0

Coremark

CoreMark Size 666 - Iterations Per Second

OpenBenchmarking.orgIterations/Sec, More Is BetterCoremark 1.0CoreMark Size 666 - Iterations Per SecondXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 4216120K240K360K480K600KSE +/- 3949.85, N = 3SE +/- 273.07, N = 3SE +/- 1654.33, N = 3SE +/- 406.37, N = 3SE +/- 506.08, N = 3SE +/- 1918.86, N = 3576535.12280653.05293875.29359121.08447418.01429816.491. (CC) gcc options: -O2 -lrt" -lrt

Facebook RocksDB

Test: Read While Writing

OpenBenchmarking.orgOp/s, More Is BetterFacebook RocksDB 6.3.6Test: Read While WritingXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 4216700K1400K2100K2800K3500KSE +/- 38271.59, N = 6SE +/- 14171.24, N = 3SE +/- 8191.46, N = 3SE +/- 32680.47, N = 5SE +/- 10276.91, N = 3SE +/- 38116.13, N = 33326703166112816226882480523310875829998671. (CXX) g++ options: -O3 -march=native -std=c++11 -fno-builtin-memcmp -fno-rtti -rdynamic -lpthread

7-Zip Compression

Compress Speed Test

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 16.02Compress Speed TestXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 421620K40K60K80K100KSE +/- 112.22, N = 3SE +/- 149.59, N = 3SE +/- 179.97, N = 3SE +/- 177.83, N = 3SE +/- 322.59, N = 3SE +/- 95.40, N = 38552741829435175663770124669391. (CXX) g++ options: -pipe -lpthread

Stress-NG

Test: Glibc C String Functions

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: Glibc C String FunctionsXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 4216400K800K1200K1600K2000KSE +/- 31508.09, N = 3SE +/- 4147.52, N = 3SE +/- 4842.89, N = 3SE +/- 6876.59, N = 3SE +/- 6937.27, N = 3SE +/- 5284.26, N = 31842247.72904546.15969707.851207021.071515227.301451060.011. (CC) gcc options: -O2 -std=gnu99 -lm -lcrypt -lrt -lz -ldl -lpthread -lc

Stress-NG

Test: Semaphores

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: SemaphoresXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 4216500K1000K1500K2000K2500KSE +/- 964.98, N = 3SE +/- 311.46, N = 3SE +/- 463.15, N = 3SE +/- 169.50, N = 3SE +/- 939.32, N = 3SE +/- 357.32, N = 32209846.901096633.491087559.111624471.042185293.192132332.521. (CC) gcc options: -O2 -std=gnu99 -lm -lcrypt -lrt -lz -ldl -lpthread -lc

GraphicsMagick

Operation: Sharpen

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.33Operation: SharpenXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42164080120160200SE +/- 0.58, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.58, N = 319395961231531481. (CC) gcc options: -fopenmp -O2 -pthread -ljbig -lwebp -lwebpmux -ltiff -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -llzma -lbz2 -lxml2 -lz -lm -lpthread

OpenVINO

Model: Person Detection 0106 FP32 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2021.1Model: Person Detection 0106 FP32 - Device: CPUXeon Silver 4216Xeon Gold 6226R0.63451.2691.90352.5383.1725SE +/- 0.00, N = 3SE +/- 0.01, N = 31.392.821. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -pie -pthread -lpthread

PostgreSQL pgbench

Scaling Factor: 100 - Clients: 100 - Mode: Read Only - Average Latency

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 100 - Mode: Read Only - Average LatencyXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42160.10890.21780.32670.43560.5445SE +/- 0.002, N = 3SE +/- 0.002, N = 3SE +/- 0.000, N = 3SE +/- 0.003, N = 3SE +/- 0.000, N = 3SE +/- 0.000, N = 30.2390.4800.4840.3430.2730.2791. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

PostgreSQL pgbench

Scaling Factor: 100 - Clients: 250 - Mode: Read Write

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 250 - Mode: Read WriteXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42169K18K27K36K45KSE +/- 44.03, N = 3SE +/- 62.33, N = 3SE +/- 3.60, N = 3SE +/- 19.97, N = 3SE +/- 67.24, N = 3SE +/- 43.81, N = 34086320822202032855835889352841. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenVINO

Model: Person Detection 0106 FP32 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2021.1Model: Person Detection 0106 FP32 - Device: CPUXeon Silver 4216Xeon Gold 6226R12002400360048006000SE +/- 19.37, N = 3SE +/- 19.81, N = 35666.812801.801. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -pie -pthread -lpthread

PostgreSQL pgbench

Scaling Factor: 100 - Clients: 250 - Mode: Read Write - Average Latency

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 250 - Mode: Read Write - Average LatencyXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42163691215SE +/- 0.007, N = 3SE +/- 0.036, N = 3SE +/- 0.002, N = 3SE +/- 0.006, N = 3SE +/- 0.013, N = 3SE +/- 0.009, N = 36.12412.01312.3808.7616.9737.0921. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

PostgreSQL pgbench

Scaling Factor: 100 - Clients: 100 - Mode: Read Only

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 100 - Mode: Read OnlyXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 421690K180K270K360K450KSE +/- 3238.10, N = 3SE +/- 827.10, N = 3SE +/- 224.27, N = 3SE +/- 2681.69, N = 3SE +/- 216.75, N = 3SE +/- 238.73, N = 34182332086102069602921533668073591281. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

GraphicsMagick

Operation: Enhanced

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.33Operation: EnhancedXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 421670140210280350SE +/- 0.33, N = 3SE +/- 0.33, N = 33091531601982472381. (CC) gcc options: -fopenmp -O2 -pthread -ljbig -lwebp -lwebpmux -ltiff -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -llzma -lbz2 -lxml2 -lz -lm -lpthread

IndigoBench

Scene: Bedroom

OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.0.64Scene: BedroomXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42160.46890.93781.40671.87562.3445SE +/- 0.007, N = 3SE +/- 0.001, N = 3SE +/- 0.001, N = 3SE +/- 0.001, N = 3SE +/- 0.001, N = 3SE +/- 0.003, N = 32.0841.0341.0491.4241.8131.749

OpenVINO

Model: Person Detection 0106 FP16 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2021.1Model: Person Detection 0106 FP16 - Device: CPUXeon Silver 4216Xeon Gold 6226R12002400360048006000SE +/- 13.16, N = 3SE +/- 7.14, N = 35653.792812.041. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -pie -pthread -lpthread

IndigoBench

Scene: Supercar

OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.0.64Scene: SupercarXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42161.0962.1923.2884.3845.48SE +/- 0.023, N = 3SE +/- 0.000, N = 3SE +/- 0.001, N = 3SE +/- 0.003, N = 3SE +/- 0.003, N = 3SE +/- 0.009, N = 34.8712.4252.4413.3674.3054.149

OpenVINO

Model: Person Detection 0106 FP16 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2021.1Model: Person Detection 0106 FP16 - Device: CPUXeon Silver 4216Xeon Gold 6226R0.63231.26461.89692.52923.1615SE +/- 0.00, N = 3SE +/- 0.01, N = 31.402.811. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -pie -pthread -lpthread

SVT-AV1

Encoder Mode: Enc Mode 4 - Input: 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8Encoder Mode: Enc Mode 4 - Input: 1080pXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42161.01992.03983.05974.07965.0995SE +/- 0.023, N = 3SE +/- 0.001, N = 3SE +/- 0.005, N = 3SE +/- 0.004, N = 3SE +/- 0.010, N = 3SE +/- 0.011, N = 34.5332.5492.2673.2403.4983.4911. (CXX) g++ options: -O3 -fcommon -fPIE -fPIC -pie

ASKAP

Test: tConvolve MT - Degridding

OpenBenchmarking.orgMillion Grid Points Per Second, More Is BetterASKAP 2018-11-10Test: tConvolve MT - DegriddingXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42168001600240032004000SE +/- 48.29, N = 3SE +/- 16.57, N = 4SE +/- 33.52, N = 3SE +/- 12.58, N = 3SE +/- 39.05, N = 3SE +/- 39.37, N = 33739.272018.461878.992751.323422.653169.111. (CXX) g++ options: -lpthread

Stockfish

Total Time

OpenBenchmarking.orgNodes Per Second, More Is BetterStockfish 9Total TimeXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42169M18M27M36M45MSE +/- 233203.68, N = 3SE +/- 164520.70, N = 3SE +/- 103328.32, N = 3SE +/- 280820.49, N = 3SE +/- 42663.96, N = 3SE +/- 168719.02, N = 33985272320040677212840462652398033435491315494351. (CXX) g++ options: -m64 -lpthread -fno-exceptions -std=c++11 -pedantic -O3 -msse -msse3 -mpopcnt -flto

PostgreSQL pgbench

Scaling Factor: 1000 - Clients: 100 - Mode: Read Only

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1000 - Clients: 100 - Mode: Read OnlyXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 421680K160K240K320K400KSE +/- 1062.65, N = 3SE +/- 324.27, N = 3SE +/- 282.03, N = 3SE +/- 707.02, N = 3SE +/- 822.86, N = 3SE +/- 1710.14, N = 33806881945641917882766243361143376931. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

PostgreSQL pgbench

Scaling Factor: 1000 - Clients: 100 - Mode: Read Only - Average Latency

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1000 - Clients: 100 - Mode: Read Only - Average LatencyXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42160.11750.2350.35250.470.5875SE +/- 0.001, N = 3SE +/- 0.001, N = 3SE +/- 0.001, N = 3SE +/- 0.001, N = 3SE +/- 0.001, N = 3SE +/- 0.001, N = 30.2630.5140.5220.3620.2980.2971. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

Facebook RocksDB

Test: Random Read

OpenBenchmarking.orgOp/s, More Is BetterFacebook RocksDB 6.3.6Test: Random ReadXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 421620M40M60M80M100MSE +/- 473353.50, N = 3SE +/- 83715.37, N = 3SE +/- 65763.60, N = 3SE +/- 93032.19, N = 3SE +/- 206257.19, N = 3SE +/- 23504.85, N = 37783893539529679419041225241415364757695621814271. (CXX) g++ options: -O3 -march=native -std=c++11 -fno-builtin-memcmp -fno-rtti -rdynamic -lpthread

Stress-NG

Test: SENDFILE

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: SENDFILEXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 421650K100K150K200K250KSE +/- 1201.34, N = 3SE +/- 66.58, N = 3SE +/- 61.21, N = 3SE +/- 26.31, N = 3SE +/- 25.16, N = 3SE +/- 241.10, N = 3232601.64118401.93125320.58156815.95195098.58187732.631. (CC) gcc options: -O2 -std=gnu99 -lm -lcrypt -lrt -lz -ldl -lpthread -lc

NeatBench

Acceleration: CPU

OpenBenchmarking.orgFPS, More Is BetterNeatBench 5Acceleration: CPUXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 4216612182430SE +/- 0.10, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.13, N = 3SE +/- 0.15, N = 3SE +/- 0.15, N = 327.315.713.919.523.222.3

Rodinia

Test: OpenMP CFD Solver

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP CFD SolverXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 4216612182430SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.11, N = 3SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 312.8125.1124.6918.7814.9915.691. (CXX) g++ options: -O2 -lOpenCL

Stress-NG

Test: Socket Activity

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: Socket ActivityXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42162K4K6K8K10KSE +/- 63.48, N = 3SE +/- 5.26, N = 3SE +/- 80.05, N = 3SE +/- 51.13, N = 3SE +/- 90.79, N = 3SE +/- 131.63, N = 39588.465486.164905.127257.958655.248378.861. (CC) gcc options: -O2 -std=gnu99 -lm -lcrypt -lrt -lz -ldl -lpthread -lc

GraphicsMagick

Operation: Swirl

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.33Operation: SwirlXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 4216120240360480600SE +/- 3.67, N = 3SE +/- 0.33, N = 35742943033724724521. (CC) gcc options: -fopenmp -O2 -pthread -ljbig -lwebp -lwebpmux -ltiff -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -llzma -lbz2 -lxml2 -lz -lm -lpthread

MariaDB

Clients: 512

OpenBenchmarking.orgQueries Per Second, More Is BetterMariaDB 10.5.2Clients: 512Xeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 4216160320480640800SE +/- 1.35, N = 3SE +/- 0.70, N = 3SE +/- 2.33, N = 3SE +/- 3.66, N = 3SE +/- 1.25, N = 3SE +/- 1.26, N = 37334023785566466301. (CXX) g++ options: -pie -fPIC -fstack-protector -O2 -lpthread -llzma -lbz2 -lsnappy -lnuma -lpcre2-8 -lcrypt -lz -lm -lssl -lcrypto -ldl

Zstd Compression

Compression Level: 19

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.5Compression Level: 19Xeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 421620406080100SE +/- 0.21, N = 3SE +/- 0.07, N = 3SE +/- 0.12, N = 3SE +/- 0.44, N = 3SE +/- 0.52, N = 3SE +/- 0.49, N = 380.644.241.659.475.974.41. (CC) gcc options: -O3 -pthread -lz -llzma

ASTC Encoder

Preset: Medium

OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 2.0Preset: MediumXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42163691215SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 38.756.877.775.359.474.891. (CXX) g++ options: -std=c++14 -fvisibility=hidden -O3 -flto -mfpmath=sse -mavx2 -mpopcnt -lpthread

AI Benchmark Alpha

Device AI Score

OpenBenchmarking.orgScore, More Is BetterAI Benchmark Alpha 0.1.2Device AI ScoreXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42167001400210028003500333319791722215026862214

Parallel BZIP2 Compression

256MB File Compression

OpenBenchmarking.orgSeconds, Fewer Is BetterParallel BZIP2 Compression 1.1.12256MB File CompressionXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42161.09852.1973.29554.3945.4925SE +/- 0.023, N = 3SE +/- 0.072, N = 4SE +/- 0.062, N = 4SE +/- 0.040, N = 8SE +/- 0.027, N = 12SE +/- 0.042, N = 52.5264.8824.7213.8403.0783.2601. (CXX) g++ options: -O2 -pthread -lbz2 -lpthread

MariaDB

Clients: 256

OpenBenchmarking.orgQueries Per Second, More Is BetterMariaDB 10.5.2Clients: 256Xeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 4216160320480640800SE +/- 0.97, N = 3SE +/- 1.56, N = 3SE +/- 0.22, N = 3SE +/- 1.52, N = 3SE +/- 1.86, N = 3SE +/- 1.50, N = 37424033875136506251. (CXX) g++ options: -pie -fPIC -fstack-protector -O2 -lpthread -llzma -lbz2 -lsnappy -lnuma -lpcre2-8 -lcrypt -lz -lm -lssl -lcrypto -ldl

Tungsten Renderer

Scene: Hair

OpenBenchmarking.orgSeconds, Fewer Is BetterTungsten Renderer 0.2.2Scene: HairXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 4216816243240SE +/- 0.05, N = 3SE +/- 0.04, N = 3SE +/- 0.11, N = 3SE +/- 0.04, N = 3SE +/- 0.09, N = 3SE +/- 0.16, N = 317.7734.0632.6926.1421.4622.441. (CXX) g++ options: -std=c++0x -msse2 -msse3 -mssse3 -msse4.1 -msse4.2 -mfma -mbmi2 -mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a -mno-avx -mno-avx2 -mno-xop -mno-fma4 -mno-avx512pf -mno-avx512er -mno-avx512ifma -mno-avx512vbmi -fstrict-aliasing -O3 -rdynamic -lIlmImf -lIlmThread -lImath -lHalf -lIex -lz -ljpeg -lpthread -ldl

Aircrack-ng

OpenBenchmarking.orgk/s, More Is BetterAircrack-ng 1.5.2Xeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 421611K22K33K44K55KSE +/- 26.51, N = 3SE +/- 3.21, N = 3SE +/- 2.65, N = 3SE +/- 11.79, N = 3SE +/- 8.59, N = 3SE +/- 24.96, N = 349602.0126000.1927540.8634428.9042837.2441283.051. (CXX) g++ options: -O3 -fvisibility=hidden -masm=intel -fcommon -rdynamic -lpthread -lz -lcrypto -lhwloc -ldl -lm -pthread

Tachyon

Total Time

OpenBenchmarking.orgSeconds, Fewer Is BetterTachyon 0.99b6Total TimeXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 4216306090120150SE +/- 0.77, N = 5SE +/- 0.05, N = 3SE +/- 0.13, N = 3SE +/- 0.23, N = 3SE +/- 1.24, N = 3SE +/- 0.79, N = 363.54120.44114.2591.7075.0578.391. (CC) gcc options: -m64 -O3 -fomit-frame-pointer -ffast-math -ltachyon -lm -lpthread

MariaDB

Clients: 128

OpenBenchmarking.orgQueries Per Second, More Is BetterMariaDB 10.5.2Clients: 128Xeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42162004006008001000SE +/- 0.69, N = 3SE +/- 2.77, N = 3SE +/- 0.66, N = 3SE +/- 0.69, N = 3SE +/- 0.75, N = 3SE +/- 1.19, N = 38875024716717937711. (CXX) g++ options: -pie -fPIC -fstack-protector -O2 -lpthread -llzma -lbz2 -lsnappy -lnuma -lpcre2-8 -lcrypt -lz -lm -lssl -lcrypto -ldl

SVT-AV1

Encoder Mode: Enc Mode 8 - Input: 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8Encoder Mode: Enc Mode 8 - Input: 1080pXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 4216816243240SE +/- 0.17, N = 3SE +/- 0.06, N = 3SE +/- 0.06, N = 3SE +/- 0.05, N = 3SE +/- 0.16, N = 3SE +/- 0.04, N = 336.3921.4219.3526.6728.8628.151. (CXX) g++ options: -O3 -fcommon -fPIE -fPIC -pie

Basis Universal

Settings: UASTC Level 3

OpenBenchmarking.orgSeconds, Fewer Is BetterBasis Universal 1.12Settings: UASTC Level 3Xeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 421620406080100SE +/- 0.09, N = 3SE +/- 0.03, N = 3SE +/- 0.09, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 344.0882.7579.6864.9253.4256.591. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread

OpenVINO

Model: Age Gender Recognition Retail 0013 FP32 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2021.1Model: Age Gender Recognition Retail 0013 FP32 - Device: CPUXeon Silver 4216Xeon Gold 6226R0.23630.47260.70890.94521.1815SE +/- 0.00, N = 3SE +/- 0.00, N = 31.050.561. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -pie -pthread -lpthread

PostgreSQL pgbench

Scaling Factor: 1000 - Clients: 250 - Mode: Read Write

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1000 - Clients: 250 - Mode: Read WriteXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42169K18K27K36K45KSE +/- 53.25, N = 3SE +/- 18.10, N = 3SE +/- 67.89, N = 3SE +/- 50.74, N = 3SE +/- 78.27, N = 3SE +/- 85.11, N = 34040622383216633009635608347101. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

PostgreSQL pgbench

Scaling Factor: 1000 - Clients: 250 - Mode: Read Write - Average Latency

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1000 - Clients: 250 - Mode: Read Write - Average LatencyXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42163691215SE +/- 0.009, N = 3SE +/- 0.009, N = 3SE +/- 0.037, N = 3SE +/- 0.014, N = 3SE +/- 0.016, N = 3SE +/- 0.018, N = 36.19311.17511.5488.3137.0287.2101. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

Rodinia

Test: OpenMP LavaMD

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP LavaMDXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 421670140210280350SE +/- 0.62, N = 3SE +/- 0.28, N = 3SE +/- 0.42, N = 3SE +/- 1.03, N = 3SE +/- 0.26, N = 3SE +/- 0.19, N = 3166.38308.42294.60237.07191.88205.431. (CXX) g++ options: -O2 -lOpenCL

PostgreSQL pgbench

Scaling Factor: 100 - Clients: 100 - Mode: Read Write

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 100 - Mode: Read WriteXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 421610K20K30K40K50KSE +/- 65.76, N = 3SE +/- 32.00, N = 3SE +/- 43.76, N = 3SE +/- 36.10, N = 3SE +/- 56.29, N = 3SE +/- 45.48, N = 34845026540261663510342716418461. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

PostgreSQL pgbench

Scaling Factor: 100 - Clients: 100 - Mode: Read Write - Average Latency

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 100 - Mode: Read Write - Average LatencyXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42160.86041.72082.58123.44164.302SE +/- 0.003, N = 3SE +/- 0.005, N = 3SE +/- 0.006, N = 3SE +/- 0.003, N = 3SE +/- 0.003, N = 3SE +/- 0.003, N = 32.0663.7703.8242.8512.3442.3931. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

Stress-NG

Test: MEMFD

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: MEMFDXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42162004006008001000SE +/- 1.36, N = 3SE +/- 1.87, N = 3SE +/- 0.55, N = 3SE +/- 0.34, N = 3SE +/- 0.68, N = 3SE +/- 0.35, N = 31067.33612.55577.78778.49912.50923.431. (CC) gcc options: -O2 -std=gnu99 -lm -lcrypt -lrt -lz -ldl -lpthread -lc

PostgreSQL pgbench

Scaling Factor: 100 - Clients: 50 - Mode: Read Only

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 50 - Mode: Read OnlyXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 421690K180K270K360K450KSE +/- 2142.15, N = 3SE +/- 3480.87, N = 3SE +/- 310.79, N = 3SE +/- 3802.06, N = 5SE +/- 2241.90, N = 3SE +/- 1908.92, N = 34109252225722272973053433584973584591. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

PostgreSQL pgbench

Scaling Factor: 1000 - Clients: 50 - Mode: Read Only

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1000 - Clients: 50 - Mode: Read OnlyXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 421680K160K240K320K400KSE +/- 1806.05, N = 3SE +/- 1921.28, N = 10SE +/- 589.15, N = 3SE +/- 3728.44, N = 15SE +/- 480.74, N = 3SE +/- 1106.83, N = 33662542090401985192819603309453282881. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

Timed MPlayer Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed MPlayer Compilation 1.4Time To CompileXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42161224364860SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 0.06, N = 3SE +/- 0.04, N = 327.8651.3950.0639.9432.6334.19

PostgreSQL pgbench

Scaling Factor: 100 - Clients: 50 - Mode: Read Only - Average Latency

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 50 - Mode: Read Only - Average LatencyXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42160.05060.10120.15180.20240.253SE +/- 0.001, N = 3SE +/- 0.004, N = 3SE +/- 0.000, N = 3SE +/- 0.002, N = 5SE +/- 0.001, N = 3SE +/- 0.001, N = 30.1220.2250.2200.1640.1400.1391. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

Timed Linux Kernel Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 5.4Time To CompileXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 421620406080100SE +/- 0.73, N = 3SE +/- 0.53, N = 3SE +/- 1.04, N = 3SE +/- 0.78, N = 3SE +/- 0.82, N = 3SE +/- 0.96, N = 358.96108.66105.1484.3569.4773.33

ASKAP

Test: tConvolve MPI - Degridding

OpenBenchmarking.orgMillion Grid Points Per Second, More Is BetterASKAP 2018-11-10Test: tConvolve MPI - DegriddingXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42168001600240032004000SE +/- 114.02, N = 3SE +/- 60.01, N = 3SE +/- 41.61, N = 3SE +/- 16.62, N = 3SE +/- 53.84, N = 3SE +/- 16.67, N = 33509.821913.081904.812603.483225.883067.201. (CXX) g++ options: -lpthread

OpenVINO

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

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2021.1Model: Age Gender Recognition Retail 0013 FP16 - Device: CPUXeon Silver 4216Xeon Gold 6226R0.23630.47260.70890.94521.1815SE +/- 0.00, N = 3SE +/- 0.00, N = 31.050.571. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -pie -pthread -lpthread

Stress-NG

Test: Matrix Math

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: Matrix MathXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 421615K30K45K60K75KSE +/- 113.29, N = 3SE +/- 101.65, N = 3SE +/- 107.00, N = 3SE +/- 530.24, N = 3SE +/- 227.63, N = 3SE +/- 407.92, N = 370157.1938502.0738091.7650076.2061258.7760174.271. (CC) gcc options: -O2 -std=gnu99 -lm -lcrypt -lrt -lz -ldl -lpthread -lc

OpenVINO

Model: Age Gender Recognition Retail 0013 FP32 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2021.1Model: Age Gender Recognition Retail 0013 FP32 - Device: CPUXeon Silver 4216Xeon Gold 6226R3K6K9K12K15KSE +/- 6.47, N = 3SE +/- 29.10, N = 37447.0313712.141. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -pie -pthread -lpthread

PostgreSQL pgbench

Scaling Factor: 1000 - Clients: 50 - Mode: Read Only - Average Latency

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1000 - Clients: 50 - Mode: Read Only - Average LatencyXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42160.05670.11340.17010.22680.2835SE +/- 0.001, N = 3SE +/- 0.002, N = 10SE +/- 0.001, N = 3SE +/- 0.002, N = 15SE +/- 0.000, N = 3SE +/- 0.000, N = 30.1370.2390.2520.1780.1510.1521. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

LAMMPS Molecular Dynamics Simulator

Model: 20k Atoms

OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 24Aug2020Model: 20k AtomsXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 4216246810SE +/- 0.029, N = 3SE +/- 0.037, N = 3SE +/- 0.025, N = 3SE +/- 0.019, N = 3SE +/- 0.028, N = 3SE +/- 0.020, N = 38.4244.5814.7085.8696.7416.6281. (CXX) g++ options: -O3 -pthread -lm

OpenVINO

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

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2021.1Model: Age Gender Recognition Retail 0013 FP16 - Device: CPUXeon Silver 4216Xeon Gold 6226R3K6K9K12K15KSE +/- 1.97, N = 3SE +/- 18.18, N = 37449.8113643.821. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -pie -pthread -lpthread

Timed LLVM Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 10.0Time To CompileXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42162004006008001000SE +/- 1.55, N = 3SE +/- 2.15, N = 3SE +/- 1.78, N = 3SE +/- 5.76, N = 3SE +/- 3.26, N = 3SE +/- 3.71, N = 3456.82827.75814.35636.55520.43544.91

Stress-NG

Test: Forking

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: ForkingXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 421620K40K60K80K100KSE +/- 105.50, N = 3SE +/- 295.94, N = 3SE +/- 119.55, N = 3SE +/- 222.65, N = 3SE +/- 68.12, N = 3SE +/- 215.61, N = 393138.5356576.9951629.4973386.7283963.4484388.051. (CC) gcc options: -O2 -std=gnu99 -lm -lcrypt -lrt -lz -ldl -lpthread -lc

Appleseed

Scene: Disney Material

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: Disney MaterialXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 421660120180240300161.10290.48275.37226.58183.82198.32

Mlpack Benchmark

Benchmark: scikit_qda

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_qdaXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42161224364860SE +/- 0.35, N = 15SE +/- 0.05, N = 3SE +/- 0.26, N = 3SE +/- 0.16, N = 3SE +/- 0.14, N = 3SE +/- 0.21, N = 332.8147.7154.5036.5530.3333.66

FFTE

N=256, 3D Complex FFT Routine

OpenBenchmarking.orgMFLOPS, More Is BetterFFTE 7.0N=256, 3D Complex FFT RoutineXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 421615K30K45K60K75KSE +/- 86.41, N = 3SE +/- 61.02, N = 3SE +/- 35.97, N = 3SE +/- 128.93, N = 3SE +/- 133.48, N = 3SE +/- 164.53, N = 369293.3338913.6539705.8149970.3961107.5559157.351. (F9X) gfortran options: -O3 -fomit-frame-pointer -fopenmp

Timed FFmpeg Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed FFmpeg Compilation 4.2.2Time To CompileXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42161632486480SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.21, N = 3SE +/- 0.01, N = 3SE +/- 0.10, N = 3SE +/- 0.02, N = 339.9370.9669.1156.5846.4249.33

SciMark

Computational Test: Fast Fourier Transform

OpenBenchmarking.orgMflops, More Is BetterSciMark 2.0Computational Test: Fast Fourier TransformXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 421660120180240300SE +/- 0.34, N = 3SE +/- 0.25, N = 3SE +/- 0.56, N = 3SE +/- 2.63, N = 3SE +/- 0.21, N = 3SE +/- 0.52, N = 3255.24175.14168.94154.17273.55242.031. (CC) gcc options: -lm

Incompact3D

Input: Cylinder

OpenBenchmarking.orgSeconds, Fewer Is BetterIncompact3D 2020-09-17Input: CylinderXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 4216130260390520650SE +/- 2.34, N = 3SE +/- 2.26, N = 3SE +/- 7.01, N = 5SE +/- 1.50, N = 3SE +/- 2.66, N = 3SE +/- 4.16, N = 3346.25614.21575.25490.18435.62450.211. (F9X) gfortran options: -cpp -funroll-loops -floop-optimize -fcray-pointer -fbacktrace -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -ldl -levent -levent_pthreads -lutil -lm -lrt -lz

Appleseed

Scene: Emily

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: EmilyXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 4216110220330440550284.02503.80488.50388.00326.44344.82

Stress-NG

Test: Memory Copying

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: Memory CopyingXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 421612002400360048006000SE +/- 7.33, N = 3SE +/- 9.32, N = 3SE +/- 11.55, N = 3SE +/- 35.17, N = 3SE +/- 10.36, N = 3SE +/- 4.09, N = 35562.153627.203162.284495.535222.904890.021. (CC) gcc options: -O2 -std=gnu99 -lm -lcrypt -lrt -lz -ldl -lpthread -lc

Tungsten Renderer

Scene: Non-Exponential

OpenBenchmarking.orgSeconds, Fewer Is BetterTungsten Renderer 0.2.2Scene: Non-ExponentialXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42163691215SE +/- 0.18217, N = 12SE +/- 0.05972, N = 3SE +/- 0.10523, N = 3SE +/- 0.12197, N = 3SE +/- 0.21774, N = 15SE +/- 0.06293, N = 37.5360512.2939013.130909.574788.426628.079481. (CXX) g++ options: -std=c++0x -msse2 -msse3 -mssse3 -msse4.1 -msse4.2 -mfma -mbmi2 -mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a -mno-avx -mno-avx2 -mno-xop -mno-fma4 -mno-avx512pf -mno-avx512er -mno-avx512ifma -mno-avx512vbmi -fstrict-aliasing -O3 -rdynamic -lIlmImf -lIlmThread -lImath -lHalf -lIex -lz -ljpeg -lpthread -ldl

GraphicsMagick

Operation: Noise-Gaussian

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.33Operation: Noise-GaussianXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 421670140210280350SE +/- 0.33, N = 3SE +/- 0.33, N = 33311901982352842701. (CC) gcc options: -fopenmp -O2 -pthread -ljbig -lwebp -lwebpmux -ltiff -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -llzma -lbz2 -lxml2 -lz -lm -lpthread

Appleseed

Scene: Material Tester

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: Material TesterXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 421660120180240300160.49278.36269.76214.30176.68191.24

Basis Universal

Settings: UASTC Level 2

OpenBenchmarking.orgSeconds, Fewer Is BetterBasis Universal 1.12Settings: UASTC Level 2Xeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42161020304050SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 325.4044.0142.5335.7129.7732.131. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread

Facebook RocksDB

Test: Random Fill Sync

OpenBenchmarking.orgOp/s, More Is BetterFacebook RocksDB 6.3.6Test: Random Fill SyncXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 421630K60K90K120K150KSE +/- 2734.04, N = 15SE +/- 174.96, N = 3SE +/- 79.12, N = 3SE +/- 454.46, N = 3SE +/- 542.91, N = 3SE +/- 2830.46, N = 151046917368970701935551219861046601. (CXX) g++ options: -O3 -march=native -std=c++11 -fno-builtin-memcmp -fno-rtti -rdynamic -lpthread

High Performance Conjugate Gradient

OpenBenchmarking.orgGFLOP/s, More Is BetterHigh Performance Conjugate Gradient 3.1Xeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42163691215SE +/- 0.15767, N = 3SE +/- 0.10991, N = 3SE +/- 0.06727, N = 3SE +/- 0.03720, N = 3SE +/- 0.04105, N = 3SE +/- 0.05127, N = 311.506907.319726.686128.8350610.466709.713421. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -pthread -lmpi_cxx -lmpi

ASKAP

Test: tConvolve OpenMP - Gridding

OpenBenchmarking.orgMillion Grid Points Per Second, More Is BetterASKAP 2018-11-10Test: tConvolve OpenMP - GriddingXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42167001400210028003500SE +/- 48.02, N = 3SE +/- 34.84, N = 12SE +/- 22.22, N = 15SE +/- 28.93, N = 15SE +/- 12.14, N = 3SE +/- 30.28, N = 153121.691890.981820.872363.813120.282853.331. (CXX) g++ options: -lpthread

LuaJIT

Test: Fast Fourier Transform

OpenBenchmarking.orgMflops, More Is BetterLuaJIT 2.1-gitTest: Fast Fourier TransformXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 4216110220330440550SE +/- 3.04, N = 3SE +/- 1.13, N = 3SE +/- 1.33, N = 3SE +/- 95.95, N = 3SE +/- 2.60, N = 3SE +/- 1.47, N = 3501.44312.67305.83318.10521.62460.121. (CC) gcc options: -lm -ldl -O2 -fomit-frame-pointer -U_FORTIFY_SOURCE -fno-stack-protector

oneDNN

Harness: Convolution Batch Shapes Auto - Data Type: f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Convolution Batch Shapes Auto - Data Type: f32 - Engine: CPUXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 4216246810SE +/- 0.01221, N = 3SE +/- 0.01439, N = 3SE +/- 0.05748, N = 3SE +/- 0.09488, N = 3SE +/- 0.01033, N = 3SE +/- 0.05872, N = 34.343366.193267.335935.790254.733335.33399MIN: 4.28MIN: 6.13MIN: 7.19MIN: 5.61MIN: 4.67MIN: 5.191. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

Tungsten Renderer

Scene: Volumetric Caustic

OpenBenchmarking.orgSeconds, Fewer Is BetterTungsten Renderer 0.2.2Scene: Volumetric CausticXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42163691215SE +/- 0.02261, N = 3SE +/- 0.11496, N = 3SE +/- 0.17268, N = 3SE +/- 0.02979, N = 3SE +/- 0.02247, N = 3SE +/- 0.02492, N = 37.9995413.4822013.4441010.447609.544319.741521. (CXX) g++ options: -std=c++0x -msse2 -msse3 -mssse3 -msse4.1 -msse4.2 -mfma -mbmi2 -mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a -mno-avx -mno-avx2 -mno-xop -mno-fma4 -mno-avx512pf -mno-avx512er -mno-avx512ifma -mno-avx512vbmi -fstrict-aliasing -O3 -rdynamic -lIlmImf -lIlmThread -lImath -lHalf -lIex -lz -ljpeg -lpthread -ldl

PostgreSQL pgbench

Scaling Factor: 1000 - Clients: 100 - Mode: Read Write

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1000 - Clients: 100 - Mode: Read WriteXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42169K18K27K36K45KSE +/- 436.22, N = 8SE +/- 30.86, N = 3SE +/- 23.53, N = 3SE +/- 41.21, N = 3SE +/- 76.68, N = 3SE +/- 58.76, N = 34328926483259923376139322381481. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

PostgreSQL pgbench

Scaling Factor: 1000 - Clients: 100 - Mode: Read Write - Average Latency

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1000 - Clients: 100 - Mode: Read Write - Average LatencyXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42160.86631.73262.59893.46524.3315SE +/- 0.024, N = 8SE +/- 0.004, N = 3SE +/- 0.004, N = 3SE +/- 0.003, N = 3SE +/- 0.005, N = 3SE +/- 0.004, N = 32.3143.7793.8502.9652.5472.6251. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

TensorFlow Lite

Model: NASNet Mobile

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: NASNet MobileXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 421660K120K180K240K300KSE +/- 1054.85, N = 3SE +/- 3485.10, N = 3SE +/- 1801.03, N = 3SE +/- 2363.55, N = 3SE +/- 3973.18, N = 15SE +/- 1503.33, N = 3161287267213252550237172204068213799

DaCapo Benchmark

Java Test: Tradebeans

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: TradebeansXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42162K4K6K8K10KSE +/- 38.64, N = 4SE +/- 20.46, N = 4SE +/- 10.70, N = 4SE +/- 73.02, N = 4SE +/- 86.99, N = 4SE +/- 114.57, N = 4706455955943729578439182

AI Benchmark Alpha

Device Training Score

OpenBenchmarking.orgScore, More Is BetterAI Benchmark Alpha 0.1.2Device Training ScoreXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42163006009001200150014911027909108513011086

PostgreSQL pgbench

Scaling Factor: 100 - Clients: 50 - Mode: Read Write

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 50 - Mode: Read WriteXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 421610K20K30K40K50KSE +/- 87.55, N = 3SE +/- 35.67, N = 3SE +/- 171.82, N = 3SE +/- 16.20, N = 3SE +/- 59.39, N = 3SE +/- 36.02, N = 34597428661281453620640586403651. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

PostgreSQL pgbench

Scaling Factor: 100 - Clients: 50 - Mode: Read Write - Average Latency

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 50 - Mode: Read Write - Average LatencyXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42160.39980.79961.19941.59921.999SE +/- 0.002, N = 3SE +/- 0.002, N = 3SE +/- 0.011, N = 3SE +/- 0.001, N = 3SE +/- 0.002, N = 3SE +/- 0.001, N = 31.0881.7451.7771.3811.2321.2391. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

Darktable

Test: Masskrug - Acceleration: CPU-only

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.2.1Test: Masskrug - Acceleration: CPU-onlyXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42161.30732.61463.92195.22926.5365SE +/- 0.018, N = 3SE +/- 0.010, N = 3SE +/- 0.003, N = 3SE +/- 0.022, N = 3SE +/- 0.025, N = 3SE +/- 0.013, N = 33.5655.7585.8104.6073.8744.012

LuaJIT

Test: Dense LU Matrix Factorization

OpenBenchmarking.orgMflops, More Is BetterLuaJIT 2.1-gitTest: Dense LU Matrix FactorizationXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42167001400210028003500SE +/- 13.07, N = 3SE +/- 6.18, N = 3SE +/- 208.73, N = 3SE +/- 473.47, N = 3SE +/- 10.17, N = 3SE +/- 2.68, N = 33354.533167.842465.442118.103362.652828.081. (CC) gcc options: -lm -ldl -O2 -fomit-frame-pointer -U_FORTIFY_SOURCE -fno-stack-protector

Rodinia

Test: OpenMP Leukocyte

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP LeukocyteXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42164080120160200SE +/- 0.87, N = 3SE +/- 2.29, N = 12SE +/- 0.77, N = 3SE +/- 0.08, N = 3SE +/- 0.79, N = 3SE +/- 0.21, N = 3108.88172.19159.92131.67125.27136.871. (CXX) g++ options: -O2 -lOpenCL

Sunflow Rendering System

Global Illumination + Image Synthesis

OpenBenchmarking.orgSeconds, Fewer Is BetterSunflow Rendering System 0.07.2Global Illumination + Image SynthesisXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42160.34110.68221.02331.36441.7055SE +/- 0.017, N = 3SE +/- 0.012, N = 3SE +/- 0.006, N = 3SE +/- 0.017, N = 4SE +/- 0.011, N = 3SE +/- 0.010, N = 100.9671.5071.5161.2571.0681.139

Darktable

Test: Boat - Acceleration: CPU-only

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.2.1Test: Boat - Acceleration: CPU-onlyXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42163691215SE +/- 0.019, N = 3SE +/- 0.019, N = 3SE +/- 0.024, N = 3SE +/- 0.013, N = 3SE +/- 0.021, N = 3SE +/- 0.009, N = 36.1449.1509.6247.2806.2036.586

Timed ImageMagick Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed ImageMagick Compilation 6.9.0Time To CompileXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42161020304050SE +/- 0.02, N = 3SE +/- 0.06, N = 3SE +/- 0.08, N = 3SE +/- 0.17, N = 3SE +/- 0.13, N = 3SE +/- 0.13, N = 327.1842.4241.9334.9229.7131.82

oneDNN

Harness: Convolution Batch Shapes Auto - Data Type: u8s8f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Convolution Batch Shapes Auto - Data Type: u8s8f32 - Engine: CPUXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 4216246810SE +/- 0.00498, N = 3SE +/- 0.01236, N = 3SE +/- 0.00688, N = 3SE +/- 0.01349, N = 3SE +/- 0.05571, N = 3SE +/- 0.02297, N = 34.186125.737356.446415.118834.489744.69734MIN: 4.13MIN: 5.68MIN: 6.35MIN: 5.06MIN: 4.36MIN: 4.631. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

libavif avifenc

Encoder Speed: 0

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.7.3Encoder Speed: 0Xeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 4216306090120150SE +/- 0.23, N = 3SE +/- 0.49, N = 3SE +/- 0.43, N = 3SE +/- 0.62, N = 3SE +/- 0.40, N = 3SE +/- 0.31, N = 382.03122.55126.20105.65100.39104.561. (CXX) g++ options: -O3 -fPIC

Mobile Neural Network

Model: MobileNetV2_224

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2020-09-17Model: MobileNetV2_224Xeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 4216246810SE +/- 0.042, N = 12SE +/- 0.012, N = 3SE +/- 0.020, N = 3SE +/- 0.009, N = 3SE +/- 0.005, N = 3SE +/- 0.033, N = 36.7004.7245.4524.8947.2237.153MIN: 4.88 / MAX: 24.41MIN: 4.63 / MAX: 9.17MIN: 5.34 / MAX: 9.91MIN: 4.72 / MAX: 9.35MIN: 7.03 / MAX: 22.53MIN: 6.95 / MAX: 11.781. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

MariaDB

Clients: 64

OpenBenchmarking.orgQueries Per Second, More Is BetterMariaDB 10.5.2Clients: 64Xeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 4216400800120016002000SE +/- 1.26, N = 3SE +/- 3.56, N = 3SE +/- 3.83, N = 3SE +/- 2.40, N = 3SE +/- 1.98, N = 3SE +/- 2.51, N = 31948132512801649172516871. (CXX) g++ options: -pie -fPIC -fstack-protector -O2 -lpthread -llzma -lbz2 -lsnappy -lnuma -lpcre2-8 -lcrypt -lz -lm -lssl -lcrypto -ldl

Darktable

Test: Server Room - Acceleration: CPU-only

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.2.1Test: Server Room - Acceleration: CPU-onlyXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42160.95421.90842.86263.81684.771SE +/- 0.008, N = 3SE +/- 0.008, N = 3SE +/- 0.013, N = 3SE +/- 0.011, N = 3SE +/- 0.006, N = 3SE +/- 0.009, N = 32.8054.2414.1823.5002.9313.159

Darktable

Test: Server Rack - Acceleration: CPU-only

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.2.1Test: Server Rack - Acceleration: CPU-onlyXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42160.04010.08020.12030.16040.2005SE +/- 0.002, N = 3SE +/- 0.002, N = 5SE +/- 0.002, N = 3SE +/- 0.000, N = 3SE +/- 0.000, N = 3SE +/- 0.001, N = 30.1200.1780.1750.1560.1320.140

XZ Compression

Compressing ubuntu-16.04.3-server-i386.img, Compression Level 9

OpenBenchmarking.orgSeconds, Fewer Is BetterXZ Compression 5.2.4Compressing ubuntu-16.04.3-server-i386.img, Compression Level 9Xeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 4216714212835SE +/- 0.16, N = 3SE +/- 0.24, N = 3SE +/- 0.08, N = 3SE +/- 0.22, N = 3SE +/- 0.27, N = 3SE +/- 0.12, N = 321.3031.1931.5725.0623.8124.571. (CC) gcc options: -pthread -fvisibility=hidden -O2

Mlpack Benchmark

Benchmark: scikit_linearridgeregression

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_linearridgeregressionXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 4216510152025SE +/- 0.20, N = 15SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.19, N = 5SE +/- 0.15, N = 3SE +/- 0.12, N = 1214.9416.8918.9514.5812.8613.78

DaCapo Benchmark

Java Test: H2

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: H2Xeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 421615003000450060007500SE +/- 31.00, N = 4SE +/- 59.46, N = 5SE +/- 34.95, N = 4SE +/- 67.50, N = 4SE +/- 39.96, N = 4SE +/- 21.52, N = 4514146594825560558926854

Zstd Compression

Compression Level: 3

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.5Compression Level: 3Xeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 421611002200330044005500SE +/- 17.47, N = 3SE +/- 17.42, N = 3SE +/- 20.08, N = 3SE +/- 7.00, N = 3SE +/- 21.40, N = 3SE +/- 23.18, N = 35175.73734.03531.24341.54935.64787.31. (CC) gcc options: -O3 -pthread -lz -llzma

libavif avifenc

Encoder Speed: 2

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.7.3Encoder Speed: 2Xeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42161632486480SE +/- 0.24, N = 3SE +/- 0.08, N = 3SE +/- 0.23, N = 3SE +/- 0.14, N = 3SE +/- 0.28, N = 3SE +/- 0.44, N = 349.0271.7771.3363.3058.2061.961. (CXX) g++ options: -O3 -fPIC

ASKAP

Test: tConvolve MPI - Gridding

OpenBenchmarking.orgMillion Grid Points Per Second, More Is BetterASKAP 2018-11-10Test: tConvolve MPI - GriddingXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42166001200180024003000SE +/- 28.09, N = 3SE +/- 11.67, N = 3SE +/- 15.08, N = 3SE +/- 19.53, N = 3SE +/- 17.12, N = 3SE +/- 16.58, N = 33014.742232.102071.582459.322845.332666.101. (CXX) g++ options: -lpthread

SMHasher

Hash: t1ha0_aes_avx2

OpenBenchmarking.orgMiB/sec, More Is BetterSMHasher 2020-02-29Hash: t1ha0_aes_avx2Xeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 421614K28K42K56K70KSE +/- 9.03, N = 3SE +/- 26.55, N = 3SE +/- 178.46, N = 3SE +/- 745.62, N = 3SE +/- 4.85, N = 3SE +/- 229.42, N = 354110.8446085.9446892.4756254.6466753.9860445.441. (CXX) g++ options: -march=native -O3 -lpthread

Kripke

OpenBenchmarking.orgThroughput FoM, More Is BetterKripke 1.2.4Xeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 421611M22M33M44M55MSE +/- 238511.67, N = 3SE +/- 229110.43, N = 3SE +/- 180267.60, N = 3SE +/- 156299.57, N = 3SE +/- 314050.46, N = 3SE +/- 263176.66, N = 35160944738628360357891434978005750625967479375701. (CXX) g++ options: -O3 -fopenmp

ASKAP

Test: tConvolve MT - Gridding

OpenBenchmarking.orgMillion Grid Points Per Second, More Is BetterASKAP 2018-11-10Test: tConvolve MT - GriddingXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42166001200180024003000SE +/- 22.42, N = 3SE +/- 28.93, N = 4SE +/- 11.39, N = 3SE +/- 19.67, N = 3SE +/- 5.66, N = 3SE +/- 10.77, N = 32991.282229.242076.872448.022811.972628.691. (CXX) g++ options: -lpthread

ECP-CANDLE

Benchmark: P3B1

OpenBenchmarking.orgSeconds, Fewer Is BetterECP-CANDLE 0.3Benchmark: P3B1Xeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42162004006008001000580.27739.28835.21703.38630.69779.04

LuaJIT

Test: Composite

OpenBenchmarking.orgMflops, More Is BetterLuaJIT 2.1-gitTest: CompositeXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 421630060090012001500SE +/- 1.71, N = 3SE +/- 1.21, N = 3SE +/- 10.81, N = 15SE +/- 17.14, N = 15SE +/- 2.53, N = 3SE +/- 0.91, N = 31407.071292.881171.29983.691413.361181.881. (CC) gcc options: -lm -ldl -O2 -fomit-frame-pointer -U_FORTIFY_SOURCE -fno-stack-protector

PostgreSQL pgbench

Scaling Factor: 1000 - Clients: 50 - Mode: Read Write - Average Latency

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1000 - Clients: 50 - Mode: Read Write - Average LatencyXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42160.41470.82941.24411.65882.0735SE +/- 0.003, N = 3SE +/- 0.006, N = 3SE +/- 0.003, N = 3SE +/- 0.001, N = 3SE +/- 0.002, N = 3SE +/- 0.005, N = 31.2861.8301.8431.4851.3971.4281. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

GIMP

Test: unsharp-mask

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.18Test: unsharp-maskXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 4216714212835SE +/- 0.09, N = 3SE +/- 0.05, N = 3SE +/- 0.08, N = 3SE +/- 0.13, N = 3SE +/- 0.29, N = 5SE +/- 0.37, N = 423.0419.4019.8121.7122.6127.79

PostgreSQL pgbench

Scaling Factor: 1000 - Clients: 50 - Mode: Read Write

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1000 - Clients: 50 - Mode: Read WriteXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42168K16K24K32K40KSE +/- 87.48, N = 3SE +/- 85.98, N = 3SE +/- 48.40, N = 3SE +/- 35.07, N = 3SE +/- 47.37, N = 3SE +/- 112.45, N = 33888627325271433367435804350451. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OCRMyPDF

Processing 60 Page PDF Document

OpenBenchmarking.orgSeconds, Fewer Is BetterOCRMyPDF 10.3.1+dfsgProcessing 60 Page PDF DocumentXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 4216612182430SE +/- 0.10, N = 3SE +/- 0.16, N = 3SE +/- 0.19, N = 3SE +/- 0.07, N = 3SE +/- 0.05, N = 3SE +/- 0.05, N = 318.9927.0526.1723.7920.6522.99

Mobile Neural Network

Model: SqueezeNetV1.0

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2020-09-17Model: SqueezeNetV1.0Xeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42163691215SE +/- 0.173, N = 12SE +/- 0.009, N = 3SE +/- 0.007, N = 3SE +/- 0.039, N = 3SE +/- 0.014, N = 3SE +/- 0.030, N = 311.7788.3319.79010.16411.85311.789MIN: 9.24 / MAX: 28.58MIN: 8.26 / MAX: 18.91MIN: 9.7 / MAX: 11.3MIN: 9.93 / MAX: 24.18MIN: 11.62 / MAX: 13.29MIN: 11.54 / MAX: 26.81. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

Rodinia

Test: OpenMP Streamcluster

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP StreamclusterXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 421648121620SE +/- 0.024, N = 3SE +/- 0.132, N = 3SE +/- 0.074, N = 3SE +/- 0.031, N = 3SE +/- 0.004, N = 3SE +/- 0.170, N = 159.89212.52114.03612.49510.81012.5601. (CXX) g++ options: -O2 -lOpenCL

Stream

Type: Copy

OpenBenchmarking.orgMB/s, More Is BetterStream 2013-01-17Type: CopyXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 421620K40K60K80K100KSE +/- 165.80, N = 5SE +/- 68.21, N = 5SE +/- 81.29, N = 5SE +/- 234.57, N = 5SE +/- 148.23, N = 5SE +/- 97.17, N = 596673.975198.068175.678292.292767.687041.31. (CC) gcc options: -O3 -march=native -fopenmp

GraphicsMagick

Operation: Rotate

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.33Operation: RotateXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 4216160320480640800SE +/- 5.90, N = 3SE +/- 4.73, N = 3SE +/- 10.67, N = 12SE +/- 8.50, N = 3SE +/- 10.79, N = 3SE +/- 8.50, N = 37527605396277355961. (CC) gcc options: -fopenmp -O2 -pthread -ljbig -lwebp -lwebpmux -ltiff -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -llzma -lbz2 -lxml2 -lz -lm -lpthread

Stream

Type: Triad

OpenBenchmarking.orgMB/s, More Is BetterStream 2013-01-17Type: TriadXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 421620K40K60K80K100KSE +/- 153.12, N = 5SE +/- 39.62, N = 5SE +/- 52.37, N = 5SE +/- 114.88, N = 5SE +/- 160.45, N = 5SE +/- 19.62, N = 579605.661936.656590.666381.075793.869885.41. (CC) gcc options: -O3 -march=native -fopenmp

Stream

Type: Add

OpenBenchmarking.orgMB/s, More Is BetterStream 2013-01-17Type: AddXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 421620K40K60K80K100KSE +/- 160.52, N = 5SE +/- 44.25, N = 5SE +/- 52.52, N = 5SE +/- 114.25, N = 5SE +/- 158.56, N = 5SE +/- 21.29, N = 579458.261877.556532.866287.975641.669756.41. (CC) gcc options: -O3 -march=native -fopenmp

NCNN

Target: CPU - Model: vgg16

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: vgg16Xeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42161020304050SE +/- 0.15, N = 3SE +/- 0.63, N = 3SE +/- 0.67, N = 3SE +/- 0.70, N = 3SE +/- 0.05, N = 3SE +/- 0.26, N = 333.9341.1645.8437.4632.6933.21MIN: 30.78 / MAX: 51.72MIN: 39.87 / MAX: 42.29MIN: 44.39 / MAX: 59.1MIN: 36.53 / MAX: 53.53MIN: 32.47 / MAX: 33.84MIN: 32.57 / MAX: 58.11. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

DaCapo Benchmark

Java Test: Tradesoap

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: TradesoapXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 421612002400360048006000SE +/- 47.32, N = 4SE +/- 38.11, N = 4SE +/- 40.24, N = 4SE +/- 29.27, N = 4SE +/- 12.82, N = 4SE +/- 46.89, N = 4392649625474451643674753

Timed HMMer Search

Pfam Database Search

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed HMMer Search 3.3.1Pfam Database SearchXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 421650100150200250SE +/- 0.31, N = 3SE +/- 0.27, N = 3SE +/- 0.12, N = 3SE +/- 0.26, N = 3SE +/- 0.46, N = 3SE +/- 0.37, N = 3172.69169.81166.25204.49203.83230.991. (CC) gcc options: -O3 -pthread -lhmmer -leasel -lm

Timed PHP Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed PHP Compilation 7.4.2Time To CompileXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 421620406080100SE +/- 0.02, N = 3SE +/- 0.10, N = 3SE +/- 0.13, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.12, N = 358.1280.7279.5871.8562.1168.62

SMHasher

Hash: wyhash

OpenBenchmarking.orgcycles/hash, Fewer Is BetterSMHasher 2020-02-29Hash: wyhashXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 4216612182430SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 324.9627.4526.9822.7119.7821.751. (CXX) g++ options: -march=native -O3 -lpthread

ctx_clock

Context Switch Time

OpenBenchmarking.orgClocks, Fewer Is Betterctx_clockContext Switch TimeXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42164080120160200SE +/- 0.67, N = 3SE +/- 0.67, N = 3155169166142122136

SMHasher

Hash: fasthash32

OpenBenchmarking.orgcycles/hash, Fewer Is BetterSMHasher 2020-02-29Hash: fasthash32Xeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 4216816243240SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 333.0136.1435.6330.4726.1029.151. (CXX) g++ options: -march=native -O3 -lpthread

SMHasher

Hash: t1ha2_atonce

OpenBenchmarking.orgcycles/hash, Fewer Is BetterSMHasher 2020-02-29Hash: t1ha2_atonceXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 4216816243240SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 333.0735.8135.3130.2725.8928.841. (CXX) g++ options: -march=native -O3 -lpthread

SMHasher

Hash: Spooky32

OpenBenchmarking.orgcycles/hash, Fewer Is BetterSMHasher 2020-02-29Hash: Spooky32Xeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42161020304050SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.16, N = 3SE +/- 0.14, N = 3SE +/- 0.04, N = 341.9945.8645.2738.7733.3137.091. (CXX) g++ options: -march=native -O3 -lpthread

SMHasher

Hash: MeowHash

OpenBenchmarking.orgcycles/hash, Fewer Is BetterSMHasher 2020-02-29Hash: MeowHashXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42161326395265SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 354.5158.4957.7749.4842.4847.481. (CXX) g++ options: -march=native -O3 -lpthread

SMHasher

Hash: Spooky32

OpenBenchmarking.orgMiB/sec, More Is BetterSMHasher 2020-02-29Hash: Spooky32Xeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42164K8K12K16K20KSE +/- 0.11, N = 3SE +/- 0.94, N = 3SE +/- 0.64, N = 3SE +/- 1.08, N = 3SE +/- 1.11, N = 3SE +/- 2.32, N = 315615.3514319.5714512.8016931.7119688.2317692.211. (CXX) g++ options: -march=native -O3 -lpthread

SMHasher

Hash: t1ha2_atonce

OpenBenchmarking.orgMiB/sec, More Is BetterSMHasher 2020-02-29Hash: t1ha2_atonceXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42164K8K12K16K20KSE +/- 0.73, N = 3SE +/- 0.01, N = 3SE +/- 0.07, N = 3SE +/- 0.03, N = 3SE +/- 0.10, N = 3SE +/- 0.11, N = 315365.6714092.8514283.2216663.7219375.5517411.791. (CXX) g++ options: -march=native -O3 -lpthread

SMHasher

Hash: fasthash32

OpenBenchmarking.orgMiB/sec, More Is BetterSMHasher 2020-02-29Hash: fasthash32Xeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42162K4K6K8K10KSE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.10, N = 3SE +/- 0.00, N = 37690.837053.427148.748340.219697.348714.641. (CXX) g++ options: -march=native -O3 -lpthread

SMHasher

Hash: wyhash

OpenBenchmarking.orgMiB/sec, More Is BetterSMHasher 2020-02-29Hash: wyhashXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42165K10K15K20K25KSE +/- 6.00, N = 3SE +/- 1.22, N = 3SE +/- 0.76, N = 3SE +/- 9.47, N = 3SE +/- 1.43, N = 3SE +/- 2.97, N = 319445.2517823.6218062.0621084.5824504.2722021.591. (CXX) g++ options: -march=native -O3 -lpthread

SMHasher

Hash: MeowHash

OpenBenchmarking.orgMiB/sec, More Is BetterSMHasher 2020-02-29Hash: MeowHashXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 421611K22K33K44K55KSE +/- 3.76, N = 3SE +/- 4.20, N = 3SE +/- 2.88, N = 3SE +/- 3.80, N = 3SE +/- 9.61, N = 3SE +/- 6.38, N = 341839.9138374.5538893.0145375.8752754.1247405.401. (CXX) g++ options: -march=native -O3 -lpthread

LuaJIT

Test: Sparse Matrix Multiply

OpenBenchmarking.orgMflops, More Is BetterLuaJIT 2.1-gitTest: Sparse Matrix MultiplyXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 421630060090012001500SE +/- 7.98, N = 3SE +/- 1.78, N = 3SE +/- 18.87, N = 3SE +/- 54.00, N = 3SE +/- 0.69, N = 3SE +/- 1.23, N = 31244.441150.341185.25909.381249.601033.951. (CC) gcc options: -lm -ldl -O2 -fomit-frame-pointer -U_FORTIFY_SOURCE -fno-stack-protector

Stream

Type: Scale

OpenBenchmarking.orgMB/s, More Is BetterStream 2013-01-17Type: ScaleXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 421615K30K45K60K75KSE +/- 115.88, N = 5SE +/- 29.14, N = 5SE +/- 57.92, N = 5SE +/- 86.53, N = 5SE +/- 128.46, N = 5SE +/- 34.68, N = 570932.356418.051686.859489.067347.362183.21. (CC) gcc options: -O3 -march=native -fopenmp

SMHasher

Hash: t1ha0_aes_avx2

OpenBenchmarking.orgcycles/hash, Fewer Is BetterSMHasher 2020-02-29Hash: t1ha0_aes_avx2Xeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 4216816243240SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 333.0736.0635.7630.5926.3629.101. (CXX) g++ options: -march=native -O3 -lpthread

LULESH

OpenBenchmarking.orgz/s, More Is BetterLULESH 2.0.3Xeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42163691215SE +/- 0.0045637, N = 3SE +/- 0.0059264, N = 3SE +/- 0.0022344, N = 3SE +/- 0.0050854, N = 3SE +/- 0.0041591, N = 3SE +/- 0.0045218, N = 311.155718011.123294011.67928709.61854288.84805848.55054651. (CXX) g++ options: -O3 -fopenmp -lm -pthread -lmpi_cxx -lmpi

x265

H.265 1080p Video Encoding

OpenBenchmarking.orgFrames Per Second, More Is Betterx265 3.1.2H.265 1080p Video EncodingXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42161122334455SE +/- 0.26, N = 3SE +/- 0.25, N = 3SE +/- 0.17, N = 3SE +/- 0.15, N = 3SE +/- 0.09, N = 3SE +/- 0.12, N = 349.0337.8836.2340.3041.8936.741. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

NCNN

Target: CPU - Model: resnet50

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: resnet50Xeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 4216714212835SE +/- 0.42, N = 3SE +/- 0.50, N = 3SE +/- 0.53, N = 3SE +/- 0.77, N = 3SE +/- 0.02, N = 3SE +/- 0.18, N = 323.0927.8531.2226.5724.1824.37MIN: 20.86 / MAX: 37.75MIN: 26.77 / MAX: 28.94MIN: 30.08 / MAX: 36.6MIN: 25.65 / MAX: 28.84MIN: 24.06 / MAX: 27.07MIN: 23.89 / MAX: 24.831. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Stress-NG

Test: Atomic

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: AtomicXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 421640K80K120K160K200KSE +/- 1602.99, N = 3SE +/- 275.14, N = 3SE +/- 914.34, N = 3SE +/- 1143.68, N = 3SE +/- 684.29, N = 3SE +/- 1855.08, N = 3160824.55181068.06173291.70153233.02134703.69134316.211. (CC) gcc options: -O2 -std=gnu99 -lm -lcrypt -lrt -lz -ldl -lpthread -lc

NCNN

Target: CPU - Model: blazeface

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: blazefaceXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42160.6751.352.0252.73.375SE +/- 0.11, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.12, N = 3SE +/- 0.01, N = 32.752.232.552.463.002.87MIN: 2.27 / MAX: 14.58MIN: 2.19 / MAX: 2.4MIN: 2.52 / MAX: 3.47MIN: 2.43 / MAX: 3.15MIN: 2.84 / MAX: 3.28MIN: 2.82 / MAX: 3.021. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Facebook RocksDB

Test: Random Fill

OpenBenchmarking.orgOp/s, More Is BetterFacebook RocksDB 6.3.6Test: Random FillXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 4216200K400K600K800K1000KSE +/- 14101.02, N = 5SE +/- 3470.33, N = 3SE +/- 2773.64, N = 3SE +/- 1136.97, N = 3SE +/- 2518.11, N = 3SE +/- 5031.68, N = 311415708545698496071018458112572711409191. (CXX) g++ options: -O3 -march=native -std=c++11 -fno-builtin-memcmp -fno-rtti -rdynamic -lpthread

Polyhedron Fortran Benchmarks

Benchmark: linpk

OpenBenchmarking.orgSeconds, Fewer Is BetterPolyhedron Fortran BenchmarksBenchmark: linpkXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42161.04182.08363.12544.16725.2093.474.084.634.123.603.81

Tungsten Renderer

Scene: Water Caustic

OpenBenchmarking.orgSeconds, Fewer Is BetterTungsten Renderer 0.2.2Scene: Water CausticXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 4216816243240SE +/- 0.03, N = 3SE +/- 0.18, N = 3SE +/- 0.07, N = 3SE +/- 0.13, N = 3SE +/- 0.07, N = 3SE +/- 0.03, N = 324.7232.9131.6630.8826.1929.291. (CXX) g++ options: -std=c++0x -msse2 -msse3 -mssse3 -msse4.1 -msse4.2 -mfma -mbmi2 -mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a -mno-avx -mno-avx2 -mno-xop -mno-fma4 -mno-avx512pf -mno-avx512er -mno-avx512ifma -mno-avx512vbmi -fstrict-aliasing -O3 -rdynamic -lIlmImf -lIlmThread -lImath -lHalf -lIex -lz -ljpeg -lpthread -ldl

FFTW

Build: Float + SSE - Size: 2D FFT Size 4096

OpenBenchmarking.orgMflops, More Is BetterFFTW 3.3.6Build: Float + SSE - Size: 2D FFT Size 4096Xeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42163K6K9K12K15KSE +/- 204.03, N = 3SE +/- 107.74, N = 3SE +/- 22.48, N = 3SE +/- 173.32, N = 3SE +/- 16.33, N = 3SE +/- 134.80, N = 91421711937121421068811838109051. (CC) gcc options: -pthread -O3 -fomit-frame-pointer -mtune=native -malign-double -fstrict-aliasing -fno-schedule-insns -ffast-math -lm

InfluxDB

Concurrent Streams: 4 - Batch Size: 10000 - Tags: 2,5000,1 - Points Per Series: 10000

OpenBenchmarking.orgval/sec, More Is BetterInfluxDB 1.8.2Concurrent Streams: 4 - Batch Size: 10000 - Tags: 2,5000,1 - Points Per Series: 10000Xeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 4216200K400K600K800K1000KSE +/- 2790.92, N = 3SE +/- 590.96, N = 3SE +/- 1311.75, N = 3SE +/- 1281.70, N = 3SE +/- 1606.18, N = 3SE +/- 2349.97, N = 31051144.41002037.21042195.4868245.3869198.0792341.2

Mobile Neural Network

Model: mobilenet-v1-1.0

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2020-09-17Model: mobilenet-v1-1.0Xeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42163691215SE +/- 0.241, N = 12SE +/- 0.001, N = 3SE +/- 0.008, N = 3SE +/- 0.019, N = 3SE +/- 0.036, N = 3SE +/- 0.004, N = 39.7759.54010.97812.56411.38911.330MIN: 5.67 / MAX: 26.34MIN: 9.46 / MAX: 22.43MIN: 10.87 / MAX: 25.4MIN: 12.44 / MAX: 26.72MIN: 11.21 / MAX: 26.31MIN: 11.2 / MAX: 26.271. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

Node.js Express HTTP Load Test

OpenBenchmarking.orgRequests Per Second, More Is BetterNode.js Express HTTP Load TestXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 421613002600390052006500SE +/- 19.03, N = 3SE +/- 11.86, N = 3SE +/- 40.08, N = 3SE +/- 36.67, N = 3SE +/- 37.11, N = 3SE +/- 35.32, N = 35881548752884472574049721. Nodejs v12.18.2

Polyhedron Fortran Benchmarks

Benchmark: tfft2

OpenBenchmarking.orgSeconds, Fewer Is BetterPolyhedron Fortran BenchmarksBenchmark: tfft2Xeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 4216102030405031.8339.2141.8038.0834.4834.59

PostgreSQL pgbench

Scaling Factor: 100 - Clients: 1 - Mode: Read Only - Average Latency

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 1 - Mode: Read Only - Average LatencyXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42160.01330.02660.03990.05320.0665SE +/- 0.000, N = 3SE +/- 0.000, N = 3SE +/- 0.000, N = 3SE +/- 0.000, N = 3SE +/- 0.001, N = 15SE +/- 0.001, N = 30.0480.0450.0470.0510.0550.0591. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

Caffe

Model: GoogleNet - Acceleration: CPU - Iterations: 100

OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2020-02-13Model: GoogleNet - Acceleration: CPU - Iterations: 100Xeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 421640K80K120K160K200KSE +/- 171.00, N = 3SE +/- 38.21, N = 3SE +/- 77.77, N = 3SE +/- 26.18, N = 3SE +/- 2086.67, N = 4SE +/- 129.85, N = 31355331279301330041483661555381676801. (CXX) g++ options: -fPIC -O3 -rdynamic -lglog -lgflags -lprotobuf -lpthread -lsz -lz -ldl -lm -llmdb -lopenblas

LAME MP3 Encoding

WAV To MP3

OpenBenchmarking.orgSeconds, Fewer Is BetterLAME MP3 Encoding 3.100WAV To MP3Xeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42163691215SE +/- 0.017, N = 3SE +/- 0.015, N = 3SE +/- 0.011, N = 3SE +/- 0.010, N = 3SE +/- 0.015, N = 3SE +/- 0.014, N = 39.96110.81410.53512.16513.05212.6161. (CC) gcc options: -O3 -ffast-math -funroll-loops -fschedule-insns2 -fbranch-count-reg -fforce-addr -pipe -lncurses -lm

FLAC Audio Encoding

WAV To FLAC

OpenBenchmarking.orgSeconds, Fewer Is BetterFLAC Audio Encoding 1.3.2WAV To FLACXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42163691215SE +/- 0.014, N = 5SE +/- 0.006, N = 5SE +/- 0.006, N = 5SE +/- 0.030, N = 5SE +/- 0.025, N = 5SE +/- 0.040, N = 59.70910.70510.43111.90612.68912.3331. (CXX) g++ options: -O2 -fvisibility=hidden -logg -lm

Mobile Neural Network

Model: inception-v3

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2020-09-17Model: inception-v3Xeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42161428425670SE +/- 0.19, N = 12SE +/- 0.08, N = 3SE +/- 0.05, N = 3SE +/- 0.05, N = 3SE +/- 0.04, N = 3SE +/- 0.13, N = 347.1553.3461.3747.0049.7449.61MIN: 39.63 / MAX: 81.39MIN: 52.96 / MAX: 67.11MIN: 61.01 / MAX: 75.77MIN: 45.38 / MAX: 60.15MIN: 49.49 / MAX: 71.6MIN: 49.27 / MAX: 66.021. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

Facebook RocksDB

Test: Sequential Fill

OpenBenchmarking.orgOp/s, More Is BetterFacebook RocksDB 6.3.6Test: Sequential FillXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 4216300K600K900K1200K1500KSE +/- 14392.13, N = 3SE +/- 4790.56, N = 3SE +/- 3993.94, N = 3SE +/- 15388.77, N = 3SE +/- 3847.22, N = 3SE +/- 5498.30, N = 3129959910133719990791210909126479012677451. (CXX) g++ options: -O3 -march=native -std=c++11 -fno-builtin-memcmp -fno-rtti -rdynamic -lpthread

PostgreSQL pgbench

Scaling Factor: 1 - Clients: 50 - Mode: Read Write - Average Latency

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 50 - Mode: Read Write - Average LatencyXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 4216510152025SE +/- 0.04, N = 3SE +/- 0.05, N = 3SE +/- 0.06, N = 3SE +/- 0.12, N = 3SE +/- 0.03, N = 3SE +/- 0.08, N = 315.3414.4314.9316.1016.3818.721. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

PostgreSQL pgbench

Scaling Factor: 1 - Clients: 50 - Mode: Read Write

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 50 - Mode: Read WriteXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42167001400210028003500SE +/- 8.73, N = 3SE +/- 12.86, N = 3SE +/- 13.27, N = 3SE +/- 22.33, N = 3SE +/- 6.10, N = 3SE +/- 11.76, N = 33261346633493107305326721. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

FFTW

Build: Stock - Size: 1D FFT Size 32

OpenBenchmarking.orgMflops, More Is BetterFFTW 3.3.6Build: Stock - Size: 1D FFT Size 32Xeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42162K4K6K8K10KSE +/- 29.54, N = 3SE +/- 66.32, N = 15SE +/- 108.94, N = 3SE +/- 98.11, N = 4SE +/- 283.76, N = 15SE +/- 47.90, N = 37945.07477.67985.06906.07362.46157.61. (CC) gcc options: -pthread -O3 -fomit-frame-pointer -mtune=native -malign-double -fstrict-aliasing -fno-schedule-insns -ffast-math -lm

Caffe

Model: GoogleNet - Acceleration: CPU - Iterations: 200

OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2020-02-13Model: GoogleNet - Acceleration: CPU - Iterations: 200Xeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 421670K140K210K280K350KSE +/- 244.45, N = 3SE +/- 2317.07, N = 3SE +/- 119.06, N = 3SE +/- 449.83, N = 3SE +/- 194.73, N = 3SE +/- 231.17, N = 32700572603672660982964103068563362741. (CXX) g++ options: -fPIC -O3 -rdynamic -lglog -lgflags -lprotobuf -lpthread -lsz -lz -ldl -lm -llmdb -lopenblas

MariaDB

Clients: 16

OpenBenchmarking.orgQueries Per Second, More Is BetterMariaDB 10.5.2Clients: 16Xeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 421615003000450060007500SE +/- 15.32, N = 3SE +/- 15.12, N = 3SE +/- 79.14, N = 3SE +/- 131.47, N = 15SE +/- 10.35, N = 3SE +/- 9.19, N = 36772674263316201557652451. (CXX) g++ options: -pie -fPIC -fstack-protector -O2 -lpthread -llzma -lbz2 -lsnappy -lnuma -lpcre2-8 -lcrypt -lz -lm -lssl -lcrypto -ldl

InfluxDB

Concurrent Streams: 64 - Batch Size: 10000 - Tags: 2,5000,1 - Points Per Series: 10000

OpenBenchmarking.orgval/sec, More Is BetterInfluxDB 1.8.2Concurrent Streams: 64 - Batch Size: 10000 - Tags: 2,5000,1 - Points Per Series: 10000Xeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 4216200K400K600K800K1000KSE +/- 4276.50, N = 3SE +/- 3591.98, N = 3SE +/- 2147.04, N = 3SE +/- 1639.82, N = 3SE +/- 776.56, N = 3SE +/- 2160.56, N = 31136314.31058780.21117067.0953797.0967062.1880632.5

GEGL

Operation: Tile Glass

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: Tile GlassXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42161020304050SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.09, N = 335.9934.3432.4936.9734.4541.92

PostgreSQL pgbench

Scaling Factor: 100 - Clients: 1 - Mode: Read Only

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 1 - Mode: Read OnlyXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42165K10K15K20K25KSE +/- 159.83, N = 3SE +/- 167.36, N = 3SE +/- 113.60, N = 3SE +/- 92.01, N = 3SE +/- 227.83, N = 15SE +/- 100.49, N = 32083721847210681970518199169721. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

PostgreSQL pgbench

Scaling Factor: 1 - Clients: 1 - Mode: Read Only

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 1 - Mode: Read OnlyXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42165K10K15K20K25KSE +/- 172.94, N = 3SE +/- 228.24, N = 3SE +/- 27.03, N = 3SE +/- 165.40, N = 3SE +/- 21.16, N = 3SE +/- 193.12, N = 32429524672241672257922849192051. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

NCNN

Target: CPU - Model: shufflenet-v2

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: shufflenet-v2Xeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 4216246810SE +/- 0.15, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.07, N = 3SE +/- 0.01, N = 35.965.115.795.616.566.20MIN: 5.08 / MAX: 49.2MIN: 4.92 / MAX: 8.88MIN: 5.67 / MAX: 10.14MIN: 5.39 / MAX: 9.27MIN: 6.2 / MAX: 10.5MIN: 6.08 / MAX: 10.371. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

PostgreSQL pgbench

Scaling Factor: 1000 - Clients: 1 - Mode: Read Only

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1000 - Clients: 1 - Mode: Read OnlyXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42165K10K15K20K25KSE +/- 259.78, N = 3SE +/- 44.56, N = 3SE +/- 110.23, N = 3SE +/- 188.10, N = 3SE +/- 247.71, N = 4SE +/- 136.82, N = 32066421030204231907317871163901. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

KeyDB

OpenBenchmarking.orgOps/sec, More Is BetterKeyDB 6.0.16Xeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 4216110K220K330K440K550KSE +/- 3177.24, N = 3SE +/- 4788.77, N = 3SE +/- 2820.92, N = 3SE +/- 2376.96, N = 3SE +/- 528.01, N = 3SE +/- 3322.76, N = 3518611.74519676.16519540.63421465.61458252.64405255.031. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

eSpeak-NG Speech Engine

Text-To-Speech Synthesis

OpenBenchmarking.orgSeconds, Fewer Is BettereSpeak-NG Speech Engine 20200907Text-To-Speech SynthesisXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 4216918273645SE +/- 0.15, N = 4SE +/- 0.10, N = 4SE +/- 0.08, N = 4SE +/- 0.05, N = 4SE +/- 0.09, N = 4SE +/- 0.54, N = 532.9234.6432.0036.6532.8141.031. (CC) gcc options: -O2 -std=c99

VP9 libvpx Encoding

Speed: Speed 5

OpenBenchmarking.orgFrames Per Second, More Is BetterVP9 libvpx Encoding 1.8.2Speed: Speed 5Xeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 421648121620SE +/- 0.03, N = 3SE +/- 0.19, N = 3SE +/- 0.02, N = 3SE +/- 0.12, N = 3SE +/- 0.07, N = 3SE +/- 0.03, N = 316.5716.3916.1914.3114.5212.971. (CXX) g++ options: -m64 -lm -lpthread -O3 -fPIC -U_FORTIFY_SOURCE -std=c++11

Perl Benchmarks

Test: Interpreter

OpenBenchmarking.orgSeconds, Fewer Is BetterPerl BenchmarksTest: InterpreterXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42160.00030.00060.00090.00120.0015SE +/- 0.00000700, N = 3SE +/- 0.00001139, N = 3SE +/- 0.00000193, N = 3SE +/- 0.00000864, N = 3SE +/- 0.00001075, N = 3SE +/- 0.00001147, N = 150.000998430.001019050.001024030.001064820.001016480.00127377

PostgreSQL pgbench

Scaling Factor: 100 - Clients: 1 - Mode: Read Write

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 1 - Mode: Read WriteXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42166001200180024003000SE +/- 28.72, N = 3SE +/- 12.38, N = 3SE +/- 21.74, N = 3SE +/- 11.55, N = 3SE +/- 8.56, N = 3SE +/- 18.96, N = 32883293829062690270623051. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

Go Benchmarks

Test: build

OpenBenchmarking.orgNanoseconds/Operation, Fewer Is BetterGo BenchmarksTest: buildXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42167000M14000M21000M28000M35000MSE +/- 47797408.02, N = 3SE +/- 272072229.27, N = 3SE +/- 145024313.63, N = 3SE +/- 373171121.23, N = 3SE +/- 393927881.59, N = 4SE +/- 184494389.91, N = 3269961867672720124758826555520636304352957772900419127133843207555

PostgreSQL pgbench

Scaling Factor: 100 - Clients: 1 - Mode: Read Write - Average Latency

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 1 - Mode: Read Write - Average LatencyXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42160.09770.19540.29310.39080.4885SE +/- 0.004, N = 3SE +/- 0.001, N = 3SE +/- 0.002, N = 3SE +/- 0.001, N = 3SE +/- 0.001, N = 3SE +/- 0.004, N = 30.3470.3410.3440.3720.3700.4341. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

PostgreSQL pgbench

Scaling Factor: 1000 - Clients: 1 - Mode: Read Only - Average Latency

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1000 - Clients: 1 - Mode: Read Only - Average LatencyXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42160.01370.02740.04110.05480.0685SE +/- 0.001, N = 3SE +/- 0.000, N = 3SE +/- 0.000, N = 3SE +/- 0.000, N = 3SE +/- 0.001, N = 4SE +/- 0.001, N = 30.0480.0480.0490.0520.0560.0611. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

GIMP

Test: auto-levels

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.18Test: auto-levelsXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 4216510152025SE +/- 0.04, N = 3SE +/- 0.05, N = 3SE +/- 0.08, N = 3SE +/- 0.19, N = 3SE +/- 0.27, N = 3SE +/- 0.19, N = 1118.1017.1016.8618.5418.2321.43

RNNoise

OpenBenchmarking.orgSeconds, Fewer Is BetterRNNoise 2020-06-28Xeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 4216816243240SE +/- 0.06, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 328.5430.8329.8834.6836.2336.011. (CC) gcc options: -O2 -pedantic -fvisibility=hidden

GEGL

Operation: Wavelet Blur

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: Wavelet BlurXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 421620406080100SE +/- 0.19, N = 3SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.10, N = 3SE +/- 0.16, N = 3SE +/- 0.14, N = 369.5267.4363.4872.8566.8580.55

WebP Image Encode

Encode Settings: Default

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: DefaultXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42160.46780.93561.40341.87122.339SE +/- 0.012, N = 3SE +/- 0.004, N = 3SE +/- 0.002, N = 3SE +/- 0.001, N = 3SE +/- 0.003, N = 3SE +/- 0.004, N = 31.6971.7681.6391.8851.7082.0791. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff

PostgreSQL pgbench

Scaling Factor: 1 - Clients: 1 - Mode: Read Only - Average Latency

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 1 - Mode: Read Only - Average LatencyXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42160.01170.02340.03510.04680.0585SE +/- 0.000, N = 3SE +/- 0.000, N = 3SE +/- 0.000, N = 3SE +/- 0.000, N = 3SE +/- 0.000, N = 3SE +/- 0.001, N = 30.0410.0410.0410.0440.0440.0521. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

PostgreSQL pgbench

Scaling Factor: 1 - Clients: 100 - Mode: Read Write - Average Latency

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 100 - Mode: Read Write - Average LatencyXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42161020304050SE +/- 0.45, N = 3SE +/- 0.24, N = 3SE +/- 0.33, N = 3SE +/- 0.32, N = 3SE +/- 0.12, N = 3SE +/- 0.53, N = 637.7636.2037.2039.9041.2845.911. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

Timed GDB GNU Debugger Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed GDB GNU Debugger Compilation 9.1Time To CompileXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 4216306090120150SE +/- 0.15, N = 3SE +/- 0.02, N = 3SE +/- 0.08, N = 3SE +/- 0.11, N = 3SE +/- 0.07, N = 3SE +/- 0.06, N = 3122.89145.54147.46146.91139.37155.80

Rodinia

Test: OpenMP HotSpot3D

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP HotSpot3DXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 4216306090120150SE +/- 0.16, N = 3SE +/- 1.68, N = 4SE +/- 0.25, N = 3SE +/- 1.72, N = 4SE +/- 0.55, N = 3SE +/- 0.06, N = 3109.73117.95108.51127.22116.74137.501. (CXX) g++ options: -O2 -lOpenCL

PostgreSQL pgbench

Scaling Factor: 1 - Clients: 250 - Mode: Read Write - Average Latency

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 250 - Mode: Read Write - Average LatencyXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 4216306090120150SE +/- 1.44, N = 15SE +/- 1.33, N = 15SE +/- 1.54, N = 15SE +/- 2.54, N = 15SE +/- 2.11, N = 3SE +/- 1.73, N = 15132.19122.92125.38143.98144.77155.751. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

PostgreSQL pgbench

Scaling Factor: 1 - Clients: 100 - Mode: Read Write

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 100 - Mode: Read WriteXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42166001200180024003000SE +/- 30.95, N = 3SE +/- 18.54, N = 3SE +/- 24.32, N = 3SE +/- 19.95, N = 3SE +/- 7.17, N = 3SE +/- 24.94, N = 62652276426902509242621821. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

PostgreSQL pgbench

Scaling Factor: 1 - Clients: 250 - Mode: Read Write

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 250 - Mode: Read WriteXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 4216400800120016002000SE +/- 21.48, N = 15SE +/- 21.82, N = 15SE +/- 25.40, N = 15SE +/- 30.73, N = 15SE +/- 24.96, N = 3SE +/- 17.92, N = 151896203819991745172916101. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

Monte Carlo Simulations of Ionised Nebulae

Input: Dust 2D tau100.0

OpenBenchmarking.orgSeconds, Fewer Is BetterMonte Carlo Simulations of Ionised Nebulae 2019-03-24Input: Dust 2D tau100.0Xeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 421660120180240300SE +/- 1.45, N = 3SE +/- 1.00, N = 3SE +/- 0.88, N = 3SE +/- 2.03, N = 3SE +/- 2.52, N = 32162572482592632731. (F9X) gfortran options: -cpp -Jsource/ -ffree-line-length-0 -lm -std=legacy -O3 -O2 -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -ldl -levent -levent_pthreads -lutil -lrt -lz

TNN

Target: CPU - Model: MobileNet v2

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: MobileNet v2Xeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 421690180270360450SE +/- 1.03, N = 3SE +/- 0.05, N = 3SE +/- 0.48, N = 3SE +/- 0.09, N = 3SE +/- 0.20, N = 3SE +/- 1.15, N = 3380.26369.18345.29396.34368.64435.97MIN: 361.69 / MAX: 481.91MIN: 368.03 / MAX: 371.89MIN: 343.33 / MAX: 409.05MIN: 394.92 / MAX: 403.77MIN: 367.48 / MAX: 382.69MIN: 433.84 / MAX: 535.571. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl

System GZIP Decompression

OpenBenchmarking.orgSeconds, Fewer Is BetterSystem GZIP DecompressionXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42160.92751.8552.78253.714.6375SE +/- 0.001, N = 3SE +/- 0.043, N = 6SE +/- 0.034, N = 8SE +/- 0.044, N = 6SE +/- 0.037, N = 7SE +/- 0.058, N = 43.3203.5263.2713.7353.3704.122

GIMP

Test: rotate

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.18Test: rotateXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 4216510152025SE +/- 0.06, N = 3SE +/- 0.04, N = 3SE +/- 0.04, N = 3SE +/- 0.06, N = 3SE +/- 0.12, N = 3SE +/- 0.12, N = 316.8016.2715.7817.7417.3519.87

WebP Image Encode

Encode Settings: Quality 100

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100Xeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42160.73461.46922.20382.93843.673SE +/- 0.004, N = 3SE +/- 0.003, N = 3SE +/- 0.001, N = 3SE +/- 0.003, N = 3SE +/- 0.008, N = 3SE +/- 0.012, N = 32.6722.7932.5952.9722.6943.2651. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff

ECP-CANDLE

Benchmark: P3B2

OpenBenchmarking.orgSeconds, Fewer Is BetterECP-CANDLE 0.3Benchmark: P3B2Xeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 4216300600900120015001032.91978.391047.921101.931099.551230.63

Gzip Compression

Linux Source Tree Archiving To .tar.gz

OpenBenchmarking.orgSeconds, Fewer Is BetterGzip CompressionLinux Source Tree Archiving To .tar.gzXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42161224364860SE +/- 0.07, N = 3SE +/- 0.16, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.06, N = 3SE +/- 0.04, N = 342.2444.3241.0547.0442.3451.61

PostgreSQL pgbench

Scaling Factor: 1000 - Clients: 1 - Mode: Read Write - Average Latency

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1000 - Clients: 1 - Mode: Read Write - Average LatencyXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42160.10240.20480.30720.40960.512SE +/- 0.003, N = 3SE +/- 0.003, N = 3SE +/- 0.003, N = 3SE +/- 0.005, N = 3SE +/- 0.003, N = 3SE +/- 0.004, N = 30.3690.3620.3620.3980.3930.4551. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

GEGL

Operation: Antialias

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: AntialiasXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42161122334455SE +/- 0.06, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.11, N = 3SE +/- 0.09, N = 3SE +/- 0.03, N = 343.7343.0640.3345.9942.8150.66

Hierarchical INTegration

Test: FLOAT

OpenBenchmarking.orgQUIPs, More Is BetterHierarchical INTegration 1.0Test: FLOATXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 421680M160M240M320M400MSE +/- 731246.36, N = 3SE +/- 813784.57, N = 3SE +/- 308349.98, N = 3SE +/- 1129604.29, N = 3SE +/- 637212.02, N = 3SE +/- 1426777.87, N = 3356059661.83355484006.17385036550.89336087940.02374717432.49306738823.741. (CC) gcc options: -O3 -march=native -lm

PostgreSQL pgbench

Scaling Factor: 1000 - Clients: 1 - Mode: Read Write

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1000 - Clients: 1 - Mode: Read WriteXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42166001200180024003000SE +/- 17.77, N = 3SE +/- 21.41, N = 3SE +/- 16.86, N = 3SE +/- 30.34, N = 3SE +/- 15.97, N = 3SE +/- 19.38, N = 32711276427622516254722021. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

PyPerformance

Benchmark: json_loads

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: json_loadsXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 4216816243240SE +/- 0.12, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 328.228.426.329.927.033.0

Botan

Test: KASUMI

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.13.0Test: KASUMIXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 421620406080100SE +/- 0.03, N = 3SE +/- 0.08, N = 3SE +/- 0.03, N = 3SE +/- 0.08, N = 3SE +/- 0.10, N = 3SE +/- 0.03, N = 385.8281.5788.2177.0585.5970.311. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt

FFmpeg

H.264 HD To NTSC DV

OpenBenchmarking.orgSeconds, Fewer Is BetterFFmpeg 4.0.2H.264 HD To NTSC DVXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42163691215SE +/- 0.028, N = 3SE +/- 0.054, N = 3SE +/- 0.064, N = 3SE +/- 0.061, N = 3SE +/- 0.120, N = 3SE +/- 0.030, N = 39.8929.88310.02111.12310.93312.3991. (CC) gcc options: -lavdevice -lavfilter -lavformat -lavcodec -lswresample -lswscale -lavutil -lm -lxcb -lasound -pthread -lbz2 -llzma -std=c11 -fomit-frame-pointer -fPIC -O3 -fno-math-errno -fno-signed-zeros -fno-tree-vectorize -MMD -MF -MT

BYTE Unix Benchmark

Computational Test: Dhrystone 2

OpenBenchmarking.orgLPS, More Is BetterBYTE Unix Benchmark 3.6Computational Test: Dhrystone 2Xeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42168M16M24M32M40MSE +/- 45411.60, N = 3SE +/- 359919.23, N = 3SE +/- 9913.85, N = 3SE +/- 69079.93, N = 3SE +/- 102765.21, N = 3SE +/- 72200.12, N = 337869022.635732349.739128687.034107230.237921577.731189391.4

Botan

Test: Blowfish

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.13.0Test: BlowfishXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 421690180270360450SE +/- 0.52, N = 3SE +/- 0.16, N = 3SE +/- 0.63, N = 3SE +/- 0.22, N = 3SE +/- 0.79, N = 3SE +/- 0.66, N = 3417.14396.05428.13373.79416.60341.311. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt

MariaDB

Clients: 32

OpenBenchmarking.orgQueries Per Second, More Is BetterMariaDB 10.5.2Clients: 32Xeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42169001800270036004500SE +/- 4.15, N = 4SE +/- 15.12, N = 3SE +/- 16.04, N = 3SE +/- 8.04, N = 3SE +/- 4.80, N = 3SE +/- 7.11, N = 34069337532473731379735091. (CXX) g++ options: -pie -fPIC -fstack-protector -O2 -lpthread -llzma -lbz2 -lsnappy -lnuma -lpcre2-8 -lcrypt -lz -lm -lssl -lcrypto -ldl

Perl Benchmarks

Test: Pod2html

OpenBenchmarking.orgSeconds, Fewer Is BetterPerl BenchmarksTest: Pod2htmlXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42160.03240.06480.09720.12960.162SE +/- 0.00013402, N = 3SE +/- 0.00025762, N = 3SE +/- 0.00020817, N = 3SE +/- 0.00013988, N = 3SE +/- 0.00019446, N = 3SE +/- 0.00013188, N = 30.118232010.124735460.115003520.131626970.118434880.14392834

PyBench

Total For Average Test Times

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyBench 2018-02-16Total For Average Test TimesXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 421630060090012001500SE +/- 1.33, N = 3SE +/- 0.67, N = 3SE +/- 1.53, N = 3SE +/- 1.20, N = 3SE +/- 1.67, N = 3115011851094125011221369

Botan

Test: Twofish

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.13.0Test: TwofishXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 421680160240320400SE +/- 0.21, N = 3SE +/- 0.32, N = 3SE +/- 0.36, N = 3SE +/- 0.67, N = 3SE +/- 0.11, N = 3SE +/- 0.35, N = 3340.95323.69349.69304.69341.16279.461. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt

AOBench

Size: 2048 x 2048 - Total Time

OpenBenchmarking.orgSeconds, Fewer Is BetterAOBenchSize: 2048 x 2048 - Total TimeXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42161020304050SE +/- 0.18, N = 3SE +/- 0.06, N = 3SE +/- 0.20, N = 3SE +/- 0.20, N = 3SE +/- 0.10, N = 3SE +/- 0.44, N = 335.0836.8534.2839.1534.9442.891. (CC) gcc options: -lm -O3

SciMark

Computational Test: Monte Carlo

OpenBenchmarking.orgMflops, More Is BetterSciMark 2.0Computational Test: Monte CarloXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 4216306090120150SE +/- 0.07, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 9.65, N = 3SE +/- 0.12, N = 3SE +/- 0.04, N = 3130.66123.99134.13107.46130.66107.211. (CC) gcc options: -lm

GEGL

Operation: Reflect

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: ReflectXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 4216918273645SE +/- 0.16, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.07, N = 335.4535.6133.2537.9834.7741.59

PHPBench

PHP Benchmark Suite

OpenBenchmarking.orgScore, More Is BetterPHPBench 0.8.1PHP Benchmark SuiteXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 4216140K280K420K560K700KSE +/- 296.95, N = 3SE +/- 1479.50, N = 3SE +/- 1066.22, N = 3SE +/- 462.85, N = 3SE +/- 1309.74, N = 3SE +/- 595.19, N = 3612168604953653793573957637795522671

Polyhedron Fortran Benchmarks

Benchmark: ac

OpenBenchmarking.orgSeconds, Fewer Is BetterPolyhedron Fortran BenchmarksBenchmark: acXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42162468105.705.955.516.305.656.89

Botan

Test: CAST-256

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.13.0Test: CAST-256Xeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 4216306090120150SE +/- 0.05, N = 3SE +/- 0.10, N = 3SE +/- 0.10, N = 3SE +/- 0.34, N = 3SE +/- 0.10, N = 3SE +/- 0.15, N = 3131.81125.23135.21117.78131.53108.131. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt

Polyhedron Fortran Benchmarks

Benchmark: protein

OpenBenchmarking.orgSeconds, Fewer Is BetterPolyhedron Fortran BenchmarksBenchmark: proteinXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 421651015202516.1116.9315.6717.9316.0619.59

GraphicsMagick

Operation: HWB Color Space

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.33Operation: HWB Color SpaceXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42162004006008001000SE +/- 1.73, N = 3SE +/- 2.91, N = 3SE +/- 2.33, N = 3SE +/- 0.88, N = 39357557487798908131. (CC) gcc options: -fopenmp -O2 -pthread -ljbig -lwebp -lwebpmux -ltiff -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -llzma -lbz2 -lxml2 -lz -lm -lpthread

LuaJIT

Test: Monte Carlo

OpenBenchmarking.orgMflops, More Is BetterLuaJIT 2.1-gitTest: Monte CarloXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 4216100200300400500SE +/- 0.26, N = 3SE +/- 0.33, N = 3SE +/- 0.14, N = 3SE +/- 2.54, N = 3SE +/- 0.10, N = 3SE +/- 0.15, N = 3469.65444.83481.21418.09469.00385.061. (CC) gcc options: -lm -ldl -O2 -fomit-frame-pointer -U_FORTIFY_SOURCE -fno-stack-protector

SciMark

Computational Test: Jacobi Successive Over-Relaxation

OpenBenchmarking.orgMflops, More Is BetterSciMark 2.0Computational Test: Jacobi Successive Over-RelaxationXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42162004006008001000SE +/- 0.15, N = 3SE +/- 0.62, N = 3SE +/- 0.20, N = 3SE +/- 2.84, N = 3SE +/- 0.11, N = 3SE +/- 0.30, N = 31104.321047.061131.25983.611104.16905.431. (CC) gcc options: -lm

Botan

Test: AES-256

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.13.0Test: AES-256Xeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42168001600240032004000SE +/- 1.16, N = 3SE +/- 1.19, N = 3SE +/- 7.78, N = 3SE +/- 2.70, N = 3SE +/- 32.36, N = 3SE +/- 4.64, N = 33730.273547.253820.803343.583691.483060.031. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt

dcraw

RAW To PPM Image Conversion

OpenBenchmarking.orgSeconds, Fewer Is BetterdcrawRAW To PPM Image ConversionXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42161224364860SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 342.5844.8341.5047.3942.5451.811. (CC) gcc options: -lm

AOM AV1

Encoder Mode: Speed 4 Two-Pass

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 2.0Encoder Mode: Speed 4 Two-PassXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42160.46350.9271.39051.8542.3175SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 32.061.871.811.691.671.651. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

WebP Image Encode

Encode Settings: Quality 100, Highest Compression

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, Highest CompressionXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42163691215SE +/- 0.009, N = 3SE +/- 0.023, N = 3SE +/- 0.013, N = 3SE +/- 0.003, N = 3SE +/- 0.010, N = 3SE +/- 0.003, N = 38.1518.5847.9389.0568.1449.9071. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff

TSCP

AI Chess Performance

OpenBenchmarking.orgNodes Per Second, More Is BetterTSCP 1.81AI Chess PerformanceXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 4216300K600K900K1200K1500KSE +/- 1839.63, N = 5SE +/- 2299.63, N = 5SE +/- 1787.10, N = 5SE +/- 2752.14, N = 5SE +/- 2035.05, N = 5SE +/- 1018.43, N = 5117487911167621206798105394711753839669591. (CC) gcc options: -O3 -march=native

PyPerformance

Benchmark: raytrace

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: raytraceXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 4216130260390520650SE +/- 0.33, N = 3SE +/- 0.33, N = 3496502465530477580

LuaJIT

Test: Jacobi Successive Over-Relaxation

OpenBenchmarking.orgMflops, More Is BetterLuaJIT 2.1-gitTest: Jacobi Successive Over-RelaxationXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 421630060090012001500SE +/- 0.24, N = 3SE +/- 0.53, N = 3SE +/- 0.16, N = 3SE +/- 9.37, N = 3SE +/- 0.53, N = 3SE +/- 0.51, N = 31465.321388.741499.391302.421463.941202.171. (CC) gcc options: -lm -ldl -O2 -fomit-frame-pointer -U_FORTIFY_SOURCE -fno-stack-protector

TNN

Target: CPU - Model: SqueezeNet v1.1

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: SqueezeNet v1.1Xeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 421690180270360450SE +/- 0.38, N = 3SE +/- 0.06, N = 3SE +/- 0.06, N = 3SE +/- 0.19, N = 3SE +/- 0.09, N = 3SE +/- 0.23, N = 3357.94363.45337.03384.24344.96420.31MIN: 354.21 / MAX: 364.73MIN: 362.81 / MAX: 366.26MIN: 336.18 / MAX: 340.14MIN: 383.62 / MAX: 388.22MIN: 344.22 / MAX: 347.91MIN: 419.42 / MAX: 423.131. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl

GEGL

Operation: Cartoon

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: CartoonXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 4216306090120150SE +/- 0.08, N = 3SE +/- 0.05, N = 3SE +/- 0.04, N = 3SE +/- 0.07, N = 3SE +/- 0.08, N = 3SE +/- 0.07, N = 3108.50107.27100.87114.31104.28125.79

GEGL

Operation: Color Enhance

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: Color EnhanceXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 421620406080100SE +/- 0.08, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 0.06, N = 3SE +/- 0.11, N = 3SE +/- 0.05, N = 365.9265.9461.1669.6463.4476.24

libjpeg-turbo tjbench

Test: Decompression Throughput

OpenBenchmarking.orgMegapixels/sec, More Is Betterlibjpeg-turbo tjbench 2.0.2Test: Decompression ThroughputXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42164080120160200SE +/- 0.81, N = 3SE +/- 0.30, N = 3SE +/- 0.64, N = 3SE +/- 0.49, N = 3SE +/- 0.72, N = 3SE +/- 0.19, N = 3176.12168.14180.92157.70176.22145.161. (CC) gcc options: -O3 -rdynamic

Nebular Empirical Analysis Tool

OpenBenchmarking.orgSeconds, Fewer Is BetterNebular Empirical Analysis Tool 2020-02-29Xeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 4216612182430SE +/- 0.18, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 318.5922.8523.1720.2918.7920.351. (F9X) gfortran options: -cpp -ffree-line-length-0 -Jsource/ -fopenmp -O3 -fno-backtrace

PostgreSQL pgbench

Scaling Factor: 1 - Clients: 1 - Mode: Read Write

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 1 - Mode: Read WriteXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42167001400210028003500SE +/- 25.21, N = 3SE +/- 19.89, N = 3SE +/- 6.94, N = 3SE +/- 52.50, N = 3SE +/- 12.29, N = 3SE +/- 12.04, N = 33410340632973039309627371. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

PostgreSQL pgbench

Scaling Factor: 1 - Clients: 1 - Mode: Read Write - Average Latency

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 1 - Mode: Read Write - Average LatencyXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42160.08210.16420.24630.32840.4105SE +/- 0.002, N = 3SE +/- 0.002, N = 3SE +/- 0.001, N = 3SE +/- 0.005, N = 3SE +/- 0.001, N = 3SE +/- 0.002, N = 30.2930.2940.3030.3290.3230.3651. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

PyPerformance

Benchmark: crypto_pyaes

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: crypto_pyaesXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 4216306090120150113115106121108132

Caffe

Model: AlexNet - Acceleration: CPU - Iterations: 100

OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2020-02-13Model: AlexNet - Acceleration: CPU - Iterations: 100Xeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 421613K26K39K52K65KSE +/- 886.82, N = 3SE +/- 56.11, N = 3SE +/- 30.89, N = 3SE +/- 48.02, N = 3SE +/- 45.70, N = 3SE +/- 25.17, N = 35286448632508355618855863603951. (CXX) g++ options: -fPIC -O3 -rdynamic -lglog -lgflags -lprotobuf -lpthread -lsz -lz -ldl -lm -llmdb -lopenblas

Darmstadt Automotive Parallel Heterogeneous Suite

Backend: OpenMP - Kernel: Points2Image

OpenBenchmarking.orgTest Cases Per Minute, More Is BetterDarmstadt Automotive Parallel Heterogeneous SuiteBackend: OpenMP - Kernel: Points2ImageXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42165K10K15K20K25KSE +/- 77.54, N = 3SE +/- 101.52, N = 3SE +/- 237.44, N = 3SE +/- 277.44, N = 3SE +/- 84.56, N = 3SE +/- 157.82, N = 320105.7721138.6321558.6619376.7019332.3217360.051. (CXX) g++ options: -O3 -std=c++11 -fopenmp

GEGL

Operation: Crop

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: CropXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42163691215SE +/- 0.053, N = 3SE +/- 0.015, N = 3SE +/- 0.011, N = 3SE +/- 0.043, N = 3SE +/- 0.011, N = 3SE +/- 0.048, N = 310.29510.2889.77311.08710.60112.133

FFTW

Build: Stock - Size: 1D FFT Size 4096

OpenBenchmarking.orgMflops, More Is BetterFFTW 3.3.6Build: Stock - Size: 1D FFT Size 4096Xeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 421615003000450060007500SE +/- 24.94, N = 3SE +/- 45.82, N = 3SE +/- 44.94, N = 3SE +/- 28.46, N = 3SE +/- 26.52, N = 3SE +/- 20.29, N = 36997.86609.57107.76249.46953.85726.41. (CC) gcc options: -pthread -O3 -fomit-frame-pointer -mtune=native -malign-double -fstrict-aliasing -fno-schedule-insns -ffast-math -lm

Timed Apache Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Apache Compilation 2.4.41Time To CompileXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 4216816243240SE +/- 0.09, N = 3SE +/- 0.11, N = 3SE +/- 0.07, N = 3SE +/- 0.06, N = 3SE +/- 0.17, N = 3SE +/- 0.03, N = 326.2730.0029.0730.2628.2732.60

AOM AV1

Encoder Mode: Speed 8 Realtime

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 2.0Encoder Mode: Speed 8 RealtimeXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 4216714212835SE +/- 0.23, N = 3SE +/- 0.09, N = 3SE +/- 0.03, N = 3SE +/- 0.14, N = 3SE +/- 0.29, N = 3SE +/- 0.35, N = 329.9125.6626.2025.6227.1824.101. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

PyPerformance

Benchmark: regex_compile

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: regex_compileXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42164080120160200SE +/- 0.33, N = 3SE +/- 0.33, N = 3172175162185165201

Smallpt

Global Illumination Renderer; 128 Samples

OpenBenchmarking.orgSeconds, Fewer Is BetterSmallpt 1.0Global Illumination Renderer; 128 SamplesXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 4216714212835SE +/- 0.43, N = 15SE +/- 0.40, N = 3SE +/- 0.38, N = 15SE +/- 0.39, N = 4SE +/- 0.36, N = 15SE +/- 0.50, N = 326.5924.8923.9327.7128.4329.681. (CXX) g++ options: -fopenmp -O3

AOM AV1

Encoder Mode: Speed 6 Two-Pass

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 2.0Encoder Mode: Speed 6 Two-PassXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42160.721.442.162.883.6SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 33.202.922.872.662.632.581. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

Caffe

Model: AlexNet - Acceleration: CPU - Iterations: 200

OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2020-02-13Model: AlexNet - Acceleration: CPU - Iterations: 200Xeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 421630K60K90K120K150KSE +/- 1189.59, N = 3SE +/- 135.68, N = 3SE +/- 82.28, N = 3SE +/- 133.41, N = 3SE +/- 25.72, N = 3SE +/- 12.17, N = 3107095973351015981122811114231205061. (CXX) g++ options: -fPIC -O3 -rdynamic -lglog -lgflags -lprotobuf -lpthread -lsz -lz -ldl -lm -llmdb -lopenblas

WireGuard + Linux Networking Stack Stress Test

OpenBenchmarking.orgSeconds, Fewer Is BetterWireGuard + Linux Networking Stack Stress TestXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 421670140210280350SE +/- 1.11, N = 3SE +/- 1.05, N = 3SE +/- 1.41, N = 3SE +/- 0.52, N = 3SE +/- 0.61, N = 3SE +/- 0.70, N = 3260.60269.27307.62288.34305.82322.50

SciMark

Computational Test: Dense LU Matrix Factorization

OpenBenchmarking.orgMflops, More Is BetterSciMark 2.0Computational Test: Dense LU Matrix FactorizationXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42162004006008001000SE +/- 0.76, N = 3SE +/- 0.37, N = 3SE +/- 0.54, N = 3SE +/- 4.17, N = 3SE +/- 0.35, N = 3SE +/- 0.17, N = 3883.16838.60899.45757.99884.48727.771. (CC) gcc options: -lm

Bullet Physics Engine

Test: Raytests

OpenBenchmarking.orgSeconds, Fewer Is BetterBullet Physics Engine 2.81Test: RaytestsXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42160.72561.45122.17682.90243.628SE +/- 0.004643, N = 3SE +/- 0.003732, N = 3SE +/- 0.004476, N = 3SE +/- 0.016347, N = 3SE +/- 0.026836, N = 8SE +/- 0.006176, N = 32.6747182.7982472.6103702.9714012.6986043.2249201. (CXX) g++ options: -O3 -rdynamic -lglut -lGL -lGLU

Polyhedron Fortran Benchmarks

Benchmark: rnflow

OpenBenchmarking.orgSeconds, Fewer Is BetterPolyhedron Fortran BenchmarksBenchmark: rnflowXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 421651015202515.3916.3715.1617.2915.8218.72

Bork File Encrypter

File Encryption Time

OpenBenchmarking.orgSeconds, Fewer Is BetterBork File Encrypter 1.4File Encryption TimeXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42163691215SE +/- 0.020, N = 3SE +/- 0.032, N = 3SE +/- 0.043, N = 3SE +/- 0.034, N = 3SE +/- 0.029, N = 3SE +/- 0.019, N = 37.8858.2117.6878.6757.8519.484

SciMark

Computational Test: Sparse Matrix Multiply

OpenBenchmarking.orgMflops, More Is BetterSciMark 2.0Computational Test: Sparse Matrix MultiplyXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 4216150300450600750SE +/- 0.09, N = 3SE +/- 0.15, N = 3SE +/- 0.49, N = 3SE +/- 3.24, N = 3SE +/- 0.09, N = 3SE +/- 0.11, N = 3706.35665.71716.66620.97706.74581.341. (CC) gcc options: -lm

Mobile Neural Network

Model: resnet-v2-50

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2020-09-17Model: resnet-v2-50Xeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42161428425670SE +/- 0.19, N = 12SE +/- 0.09, N = 3SE +/- 0.11, N = 3SE +/- 0.16, N = 3SE +/- 0.12, N = 3SE +/- 0.17, N = 355.0751.3358.7255.3963.2763.22MIN: 44.1 / MAX: 86.95MIN: 51.03 / MAX: 63.67MIN: 54.12 / MAX: 73.09MIN: 54.93 / MAX: 68.36MIN: 62.9 / MAX: 77.9MIN: 62.81 / MAX: 79.431. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

Bullet Physics Engine

Test: Convex Trimesh

OpenBenchmarking.orgSeconds, Fewer Is BetterBullet Physics Engine 2.81Test: Convex TrimeshXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42160.32170.64340.96511.28681.6085SE +/- 0.003565, N = 3SE +/- 0.001702, N = 3SE +/- 0.004461, N = 3SE +/- 0.003638, N = 3SE +/- 0.011208, N = 3SE +/- 0.008043, N = 31.1874471.2341271.1624301.3107151.2001881.4296301. (CXX) g++ options: -O3 -rdynamic -lglut -lGL -lGLU

GEGL

Operation: Rotate 90 Degrees

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: Rotate 90 DegreesXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42161224364860SE +/- 0.07, N = 3SE +/- 0.07, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.07, N = 3SE +/- 0.09, N = 347.2847.5644.4950.1946.0254.70

Unpacking The Linux Kernel

linux-4.15.tar.xz

OpenBenchmarking.orgSeconds, Fewer Is BetterUnpacking The Linux Kernellinux-4.15.tar.xzXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 4216246810SE +/- 0.014, N = 4SE +/- 0.020, N = 4SE +/- 0.060, N = 4SE +/- 0.083, N = 4SE +/- 0.027, N = 4SE +/- 0.063, N = 46.4216.8026.5077.3016.4577.887

FFTW

Build: Float + SSE - Size: 1D FFT Size 32

OpenBenchmarking.orgMflops, More Is BetterFFTW 3.3.6Build: Float + SSE - Size: 1D FFT Size 32Xeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42163K6K9K12K15KSE +/- 145.35, N = 3SE +/- 16.83, N = 3SE +/- 60.64, N = 3SE +/- 9.29, N = 3SE +/- 405.26, N = 12SE +/- 96.71, N = 1512491.011977.013032.011268.011943.510612.01. (CC) gcc options: -pthread -O3 -fomit-frame-pointer -mtune=native -malign-double -fstrict-aliasing -fno-schedule-insns -ffast-math -lm

DaCapo Benchmark

Java Test: Jython

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: JythonXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 421612002400360048006000SE +/- 28.33, N = 4SE +/- 65.70, N = 4SE +/- 59.07, N = 4SE +/- 21.64, N = 4SE +/- 48.91, N = 4SE +/- 35.63, N = 4459250684934522049235632

Bullet Physics Engine

Test: Prim Trimesh

OpenBenchmarking.orgSeconds, Fewer Is BetterBullet Physics Engine 2.81Test: Prim TrimeshXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42160.26680.53360.80041.06721.334SE +/- 0.000946, N = 3SE +/- 0.001255, N = 3SE +/- 0.000533, N = 3SE +/- 0.001490, N = 3SE +/- 0.002499, N = 3SE +/- 0.006385, N = 30.9857281.0271380.9679171.0854450.9807551.1858951. (CXX) g++ options: -O3 -rdynamic -lglut -lGL -lGLU

GEGL

Operation: Scale

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: ScaleXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42163691215SE +/- 0.039, N = 3SE +/- 0.006, N = 3SE +/- 0.049, N = 3SE +/- 0.032, N = 3SE +/- 0.020, N = 3SE +/- 0.063, N = 37.7777.6807.5138.3568.1819.197

PyPerformance

Benchmark: pathlib

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pathlibXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 4216510152025SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 318.418.617.519.617.721.4

Bullet Physics Engine

Test: 1000 Convex

OpenBenchmarking.orgSeconds, Fewer Is BetterBullet Physics Engine 2.81Test: 1000 ConvexXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42161.272.543.815.086.35SE +/- 0.008176, N = 3SE +/- 0.014411, N = 3SE +/- 0.016195, N = 3SE +/- 0.077816, N = 3SE +/- 0.070120, N = 3SE +/- 0.009228, N = 34.7062194.9136154.6219035.2593264.7473455.6444741. (CXX) g++ options: -O3 -rdynamic -lglut -lGL -lGLU

MariaDB

Clients: 1

OpenBenchmarking.orgQueries Per Second, More Is BetterMariaDB 10.5.2Clients: 1Xeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42163K6K9K12K15KSE +/- 94.50, N = 3SE +/- 51.44, N = 3SE +/- 52.74, N = 3SE +/- 173.39, N = 3SE +/- 112.45, N = 3SE +/- 61.37, N = 31185912397125531095411323103101. (CXX) g++ options: -pie -fPIC -fstack-protector -O2 -lpthread -llzma -lbz2 -lsnappy -lnuma -lpcre2-8 -lcrypt -lz -lm -lssl -lcrypto -ldl

NCNN

Target: CPU - Model: mnasnet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: mnasnetXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 4216246810SE +/- 0.06, N = 3SE +/- 0.06, N = 3SE +/- 0.02, N = 3SE +/- 0.10, N = 3SE +/- 0.14, N = 3SE +/- 0.10, N = 36.465.896.626.077.176.84MIN: 5.35 / MAX: 27.71MIN: 5.67 / MAX: 9.8MIN: 6.53 / MAX: 10.67MIN: 5.75 / MAX: 10.38MIN: 6.7 / MAX: 11.2MIN: 6.65 / MAX: 10.681. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Sudokut

Total Time

OpenBenchmarking.orgSeconds, Fewer Is BetterSudokut 0.4Total TimeXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 421648121620SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.15, N = 12SE +/- 0.11, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 311.2211.9612.6212.8011.6013.64

Darmstadt Automotive Parallel Heterogeneous Suite

Backend: OpenMP - Kernel: Euclidean Cluster

OpenBenchmarking.orgTest Cases Per Minute, More Is BetterDarmstadt Automotive Parallel Heterogeneous SuiteBackend: OpenMP - Kernel: Euclidean ClusterXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42162004006008001000SE +/- 0.66, N = 3SE +/- 1.33, N = 3SE +/- 2.11, N = 3SE +/- 1.44, N = 3SE +/- 4.48, N = 3SE +/- 2.09, N = 31105.91948.341003.31953.451039.71910.151. (CXX) g++ options: -O3 -std=c++11 -fopenmp

Dolfyn

Computational Fluid Dynamics

OpenBenchmarking.orgSeconds, Fewer Is BetterDolfyn 0.527Computational Fluid DynamicsXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 4216612182430SE +/- 0.00, N = 3SE +/- 0.07, N = 3SE +/- 0.09, N = 3SE +/- 0.15, N = 3SE +/- 0.17, N = 3SE +/- 0.24, N = 321.4822.5921.5923.8521.7926.10

Himeno Benchmark

Poisson Pressure Solver

OpenBenchmarking.orgMFLOPS, More Is BetterHimeno Benchmark 3.0Poisson Pressure SolverXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42167001400210028003500SE +/- 2.35, N = 3SE +/- 1.38, N = 3SE +/- 3.17, N = 3SE +/- 2.78, N = 3SE +/- 4.25, N = 3SE +/- 1.03, N = 33309.283076.173266.582954.553303.522726.961. (CC) gcc options: -O3 -mavx2

Stress-NG

Test: System V Message Passing

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: System V Message PassingXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42162M4M6M8M10MSE +/- 145327.08, N = 15SE +/- 3313.40, N = 3SE +/- 89155.70, N = 15SE +/- 2414.77, N = 3SE +/- 111219.96, N = 15SE +/- 82930.50, N = 159444253.449082839.228249083.458459576.898324065.917787166.301. (CC) gcc options: -O2 -std=gnu99 -lm -lcrypt -lrt -lz -ldl -lpthread -lc

NCNN

Target: CPU-v2-v2 - Model: mobilenet-v2

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU-v2-v2 - Model: mobilenet-v2Xeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 4216246810SE +/- 0.12, N = 3SE +/- 0.04, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.06, N = 36.946.537.466.407.767.47MIN: 5.67 / MAX: 14.28MIN: 6.31 / MAX: 29.19MIN: 7.26 / MAX: 20.58MIN: 6.18 / MAX: 10.39MIN: 7.34 / MAX: 12.11MIN: 7.27 / MAX: 11.81. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Crafty

Elapsed Time

OpenBenchmarking.orgNodes Per Second, More Is BetterCrafty 25.2Elapsed TimeXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42161.6M3.2M4.8M6.4M8MSE +/- 10792.27, N = 3SE +/- 1366.79, N = 3SE +/- 19665.73, N = 3SE +/- 10593.52, N = 3SE +/- 12885.91, N = 3SE +/- 6669.39, N = 37465272706923974900866550390746120761782141. (CC) gcc options: -pthread -lstdc++ -fprofile-use -lm

NCNN

Target: CPU - Model: mobilenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: mobilenetXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 4216612182430SE +/- 0.21, N = 3SE +/- 0.14, N = 3SE +/- 0.15, N = 3SE +/- 0.18, N = 3SE +/- 0.17, N = 3SE +/- 0.16, N = 320.9022.3625.1420.7422.5322.66MIN: 18.02 / MAX: 59.11MIN: 22.04 / MAX: 23.04MIN: 24.9 / MAX: 37.53MIN: 20.4 / MAX: 46.8MIN: 22.25 / MAX: 23.04MIN: 22.32 / MAX: 30.021. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

LibRaw

Post-Processing Benchmark

OpenBenchmarking.orgMpix/sec, More Is BetterLibRaw 0.20Post-Processing BenchmarkXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 4216612182430SE +/- 0.05, N = 3SE +/- 0.05, N = 3SE +/- 0.13, N = 3SE +/- 0.04, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 325.6924.6425.4822.8225.2421.221. (CXX) g++ options: -O2 -fopenmp -ljpeg -lz -lm

NCNN

Target: CPU - Model: squeezenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: squeezenetXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 4216510152025SE +/- 0.11, N = 3SE +/- 0.15, N = 3SE +/- 0.05, N = 3SE +/- 0.22, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 316.9618.0120.5217.1717.8417.84MIN: 14.26 / MAX: 62.5MIN: 17.65 / MAX: 18.99MIN: 20.02 / MAX: 32.81MIN: 16.88 / MAX: 17.82MIN: 17.72 / MAX: 18.12MIN: 17.68 / MAX: 22.281. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

SciMark

Computational Test: Composite

OpenBenchmarking.orgMflops, More Is BetterSciMark 2.0Computational Test: CompositeXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 4216130260390520650SE +/- 0.17, N = 3SE +/- 0.13, N = 3SE +/- 0.10, N = 3SE +/- 2.83, N = 3SE +/- 0.13, N = 3SE +/- 0.17, N = 3615.95570.10610.08524.84619.92512.761. (CC) gcc options: -lm

libavif avifenc

Encoder Speed: 8

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.7.3Encoder Speed: 8Xeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 4216246810SE +/- 0.015, N = 3SE +/- 0.026, N = 3SE +/- 0.030, N = 3SE +/- 0.013, N = 3SE +/- 0.042, N = 3SE +/- 0.010, N = 36.2306.8376.5756.8666.4157.5251. (CXX) g++ options: -O3 -fPIC

Basis Universal

Settings: ETC1S

OpenBenchmarking.orgSeconds, Fewer Is BetterBasis Universal 1.12Settings: ETC1SXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42161530456075SE +/- 0.26, N = 3SE +/- 0.05, N = 3SE +/- 0.16, N = 3SE +/- 0.63, N = 3SE +/- 0.33, N = 3SE +/- 1.18, N = 356.3864.2160.3964.5457.5867.941. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread

NCNN

Target: CPU-v3-v3 - Model: mobilenet-v3

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU-v3-v3 - Model: mobilenet-v3Xeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 4216246810SE +/- 0.12, N = 3SE +/- 0.06, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 36.265.556.315.686.686.51MIN: 5.15 / MAX: 24.82MIN: 5.36 / MAX: 9.52MIN: 6.16 / MAX: 10.73MIN: 5.53 / MAX: 9.85MIN: 6.44 / MAX: 11.08MIN: 6.36 / MAX: 11.631. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Bullet Physics Engine

Test: 136 Ragdolls

OpenBenchmarking.orgSeconds, Fewer Is BetterBullet Physics Engine 2.81Test: 136 RagdollsXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42160.74461.48922.23382.97843.723SE +/- 0.004404, N = 3SE +/- 0.002060, N = 3SE +/- 0.001454, N = 3SE +/- 0.006967, N = 3SE +/- 0.014108, N = 3SE +/- 0.008323, N = 32.7943952.8915852.7551023.0766562.7887583.3093591. (CXX) g++ options: -O3 -rdynamic -lglut -lGL -lGLU

Tesseract OCR

Time To OCR 7 Images

OpenBenchmarking.orgSeconds, Fewer Is BetterTesseract OCR 4.1.1Time To OCR 7 ImagesXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 4216816243240SE +/- 0.04, N = 3SE +/- 0.05, N = 3SE +/- 0.04, N = 3SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.07, N = 328.4629.0228.0630.9029.0233.70

librsvg

Operation: SVG Files To PNG

OpenBenchmarking.orgSeconds, Fewer Is BetterlibrsvgOperation: SVG Files To PNGXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 4216714212835SE +/- 0.08, N = 3SE +/- 0.36, N = 5SE +/- 0.33, N = 15SE +/- 0.14, N = 3SE +/- 0.24, N = 3SE +/- 0.48, N = 427.2928.0328.1628.9626.8632.211. Xeon Gold 6226R: rsvg-convert version 2.49.52. Xeon Gold 5217: rsvg-convert version 2.49.53. Xeon Silver 4215R: rsvg-convert version 2.49.54. Xeon Silver 4214R: rsvg-convert version 2.49.55. Xeon Gold 5218: rsvg-convert version 2.49.56. Xeon Silver 4216: rsvg-convert version 2.50.0

Git

Time To Complete Common Git Commands

OpenBenchmarking.orgSeconds, Fewer Is BetterGitTime To Complete Common Git CommandsXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42161632486480SE +/- 0.22, N = 3SE +/- 0.12, N = 3SE +/- 0.13, N = 3SE +/- 0.12, N = 3SE +/- 0.04, N = 3SE +/- 0.13, N = 360.8361.3758.3564.4658.5069.681. git version 2.27.0

FFTW

Build: Stock - Size: 2D FFT Size 4096

OpenBenchmarking.orgMflops, More Is BetterFFTW 3.3.6Build: Stock - Size: 2D FFT Size 4096Xeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 421610002000300040005000SE +/- 8.45, N = 3SE +/- 34.36, N = 3SE +/- 25.81, N = 3SE +/- 13.86, N = 3SE +/- 13.61, N = 3SE +/- 14.09, N = 34449.34123.84321.93964.34300.63726.41. (CC) gcc options: -pthread -O3 -fomit-frame-pointer -mtune=native -malign-double -fstrict-aliasing -fno-schedule-insns -ffast-math -lm

ECP-CANDLE

Benchmark: P1B2

OpenBenchmarking.orgSeconds, Fewer Is BetterECP-CANDLE 0.3Benchmark: P1B2Xeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 4216112233445540.4041.6940.6843.0039.5547.18

Renaissance

Test: Scala Dotty

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.10.0Test: Scala DottyXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42165001000150020002500SE +/- 9.88, N = 5SE +/- 5.86, N = 5SE +/- 9.44, N = 5SE +/- 9.78, N = 5SE +/- 10.33, N = 5SE +/- 10.20, N = 51845.461992.892028.452144.102193.492200.48

Bullet Physics Engine

Test: 1000 Stack

OpenBenchmarking.orgSeconds, Fewer Is BetterBullet Physics Engine 2.81Test: 1000 StackXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42161.34592.69184.03775.38366.7295SE +/- 0.001917, N = 3SE +/- 0.014718, N = 3SE +/- 0.021680, N = 3SE +/- 0.011578, N = 3SE +/- 0.027515, N = 3SE +/- 0.011259, N = 35.0319525.3190775.0759625.5596155.0180765.9818291. (CXX) g++ options: -O3 -rdynamic -lglut -lGL -lGLU

RawTherapee

Total Benchmark Time

OpenBenchmarking.orgSeconds, Fewer Is BetterRawTherapeeTotal Benchmark TimeXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42161632486480SE +/- 0.30, N = 3SE +/- 0.03, N = 3SE +/- 0.11, N = 3SE +/- 0.11, N = 3SE +/- 0.17, N = 3SE +/- 0.11, N = 358.7770.0367.6764.4159.9366.331. RawTherapee, version 5.8, command line.

libavif avifenc

Encoder Speed: 10

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.7.3Encoder Speed: 10Xeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 4216246810SE +/- 0.048, N = 3SE +/- 0.020, N = 3SE +/- 0.009, N = 3SE +/- 0.008, N = 3SE +/- 0.019, N = 3SE +/- 0.006, N = 36.0856.5346.2106.6746.2197.2421. (CXX) g++ options: -O3 -fPIC

ASTC Encoder

Preset: Fast

OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 2.0Preset: FastXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 4216246810SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 36.427.557.517.326.557.641. (CXX) g++ options: -std=c++14 -fvisibility=hidden -O3 -flto -mfpmath=sse -mavx2 -mpopcnt -lpthread

Bullet Physics Engine

Test: 3000 Fall

OpenBenchmarking.orgSeconds, Fewer Is BetterBullet Physics Engine 2.81Test: 3000 FallXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42161.16832.33663.50494.67325.8415SE +/- 0.023466, N = 3SE +/- 0.015966, N = 3SE +/- 0.013958, N = 3SE +/- 0.021166, N = 3SE +/- 0.007398, N = 3SE +/- 0.023310, N = 34.4149764.7573734.5302724.8725724.3763225.1924421. (CXX) g++ options: -O3 -rdynamic -lglut -lGL -lGLU

Timed MAFFT Alignment

Multiple Sequence Alignment - LSU RNA

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed MAFFT Alignment 7.471Multiple Sequence Alignment - LSU RNAXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42163691215SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.07, N = 3SE +/- 0.05, N = 3SE +/- 0.13, N = 3SE +/- 0.06, N = 310.0310.7310.7311.0910.4411.881. (CC) gcc options: -std=c99 -O3 -lm -lpthread

AOM AV1

Encoder Mode: Speed 6 Realtime

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 2.0Encoder Mode: Speed 6 RealtimeXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 421648121620SE +/- 0.10, N = 3SE +/- 0.08, N = 3SE +/- 0.10, N = 3SE +/- 0.09, N = 3SE +/- 0.10, N = 3SE +/- 0.16, N = 315.6714.3413.8813.8014.6213.271. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

SQLite Speedtest

Timed Time - Size 1,000

OpenBenchmarking.orgSeconds, Fewer Is BetterSQLite Speedtest 3.30Timed Time - Size 1,000Xeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 421620406080100SE +/- 0.46, N = 3SE +/- 0.13, N = 3SE +/- 0.67, N = 3SE +/- 0.08, N = 3SE +/- 0.18, N = 3SE +/- 0.24, N = 369.2569.9668.7972.6965.0176.771. (CC) gcc options: -O2 -ldl -lz -lpthread

WebP Image Encode

Encode Settings: Quality 100, Lossless, Highest Compression

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, Lossless, Highest CompressionXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42161224364860SE +/- 0.02, N = 3SE +/- 0.07, N = 3SE +/- 0.14, N = 3SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 345.2448.8546.7949.9245.2253.391. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff

NCNN

Target: CPU - Model: efficientnet-b0

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: efficientnet-b0Xeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42163691215SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.15, N = 3SE +/- 0.19, N = 3SE +/- 0.11, N = 38.788.249.378.299.729.15MIN: 7.29 / MAX: 46.58MIN: 8.09 / MAX: 10.51MIN: 9.31 / MAX: 9.58MIN: 7.87 / MAX: 9.01MIN: 9.08 / MAX: 10.32MIN: 8.91 / MAX: 10.171. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: yolov4-tiny

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: yolov4-tinyXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 4216816243240SE +/- 0.20, N = 3SE +/- 0.27, N = 3SE +/- 0.26, N = 3SE +/- 0.31, N = 3SE +/- 0.15, N = 3SE +/- 0.16, N = 327.5530.6232.3331.0530.9232.49MIN: 24.94 / MAX: 42.25MIN: 29.57 / MAX: 43.11MIN: 31.66 / MAX: 33.7MIN: 29.92 / MAX: 41MIN: 30.46 / MAX: 46.28MIN: 31.07 / MAX: 34.561. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Hugin

Panorama Photo Assistant + Stitching Time

OpenBenchmarking.orgSeconds, Fewer Is BetterHuginPanorama Photo Assistant + Stitching TimeXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42161530456075SE +/- 0.63, N = 3SE +/- 0.22, N = 3SE +/- 0.14, N = 3SE +/- 0.56, N = 3SE +/- 0.47, N = 3SE +/- 1.04, N = 356.2359.5357.2061.5856.6866.29

LZMA Compression

256MB File Compression

OpenBenchmarking.orgSeconds, Fewer Is BetterLZMA Compression256MB File CompressionXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 421670140210280350SE +/- 0.42, N = 3SE +/- 0.11, N = 3SE +/- 0.28, N = 3SE +/- 1.11, N = 3SE +/- 0.28, N = 3SE +/- 0.22, N = 3266.91291.80279.28297.61266.47314.031. (CXX) g++ options: -O2

Basis Universal

Settings: UASTC Level 0

OpenBenchmarking.orgSeconds, Fewer Is BetterBasis Universal 1.12Settings: UASTC Level 0Xeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42163691215SE +/- 0.018, N = 3SE +/- 0.005, N = 3SE +/- 0.008, N = 3SE +/- 0.010, N = 3SE +/- 0.008, N = 3SE +/- 0.012, N = 38.8929.9349.6069.9058.84110.4071. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread

WebP Image Encode

Encode Settings: Quality 100, Lossless

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, LosslessXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 4216612182430SE +/- 0.04, N = 3SE +/- 0.06, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 320.1920.8920.1222.1020.2023.671. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff

Mlpack Benchmark

Benchmark: scikit_svm

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_svmXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 4216816243240SE +/- 0.02, N = 3SE +/- 0.44, N = 3SE +/- 0.43, N = 3SE +/- 0.18, N = 3SE +/- 0.16, N = 3SE +/- 0.05, N = 330.7231.8031.2332.5429.0133.99

Scikit-Learn

OpenBenchmarking.orgSeconds, Fewer Is BetterScikit-Learn 0.22.1Xeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42163691215SE +/- 0.12, N = 3SE +/- 0.09, N = 3SE +/- 0.04, N = 3SE +/- 0.18, N = 3SE +/- 0.05, N = 3SE +/- 0.06, N = 310.6411.9512.0512.0510.6912.39

RAMspeed SMP

Type: Copy - Benchmark: Integer

OpenBenchmarking.orgMB/s, More Is BetterRAMspeed SMP 3.5.0Type: Copy - Benchmark: IntegerXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42166K12K18K24K30KSE +/- 57.75, N = 3SE +/- 199.30, N = 3SE +/- 67.04, N = 3SE +/- 58.97, N = 3SE +/- 16.51, N = 3SE +/- 4.47, N = 329128.0727294.8925111.5227590.2428152.7528234.171. (CC) gcc options: -O3 -march=native

Darmstadt Automotive Parallel Heterogeneous Suite

Backend: OpenMP - Kernel: NDT Mapping

OpenBenchmarking.orgTest Cases Per Minute, More Is BetterDarmstadt Automotive Parallel Heterogeneous SuiteBackend: OpenMP - Kernel: NDT MappingXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42162004006008001000SE +/- 1.44, N = 3SE +/- 0.91, N = 3SE +/- 1.40, N = 3SE +/- 1.32, N = 3SE +/- 3.12, N = 3SE +/- 0.63, N = 3902.86837.35829.07810.51863.11779.601. (CXX) g++ options: -O3 -std=c++11 -fopenmp

PostMark

Disk Transaction Performance

OpenBenchmarking.orgTPS, More Is BetterPostMark 1.51Disk Transaction PerformanceXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 421614002800420056007000SE +/- 53.33, N = 36410609763575952641055551. (CC) gcc options: -O3

IOR

Write Test

OpenBenchmarking.orgMB/s, More Is BetterIOR 3.2.1Write TestXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 4216400800120016002000SE +/- 4.36, N = 3SE +/- 17.20, N = 3SE +/- 10.57, N = 3SE +/- 13.21, N = 3SE +/- 8.52, N = 3SE +/- 16.02, N = 31626.731689.881614.721558.381538.461465.05MIN: 990.59 / MAX: 1911MIN: 803.23 / MAX: 1926.98MIN: 817.9 / MAX: 1928.82MIN: 843.41 / MAX: 1865.8MIN: 914.48 / MAX: 1825.21MIN: 765.17 / MAX: 1790.071. (CC) gcc options: -O2 -lm -pthread -lmpi

Java Gradle Build

Gradle Build: Reactor

OpenBenchmarking.orgSeconds, Fewer Is BetterJava Gradle BuildGradle Build: ReactorXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 421670140210280350SE +/- 3.36, N = 3SE +/- 3.39, N = 9SE +/- 2.08, N = 3SE +/- 4.08, N = 9SE +/- 4.27, N = 9SE +/- 3.30, N = 9285.28307.18322.21328.06299.59324.35

Numpy Benchmark

OpenBenchmarking.orgScore, More Is BetterNumpy BenchmarkXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 421670140210280350SE +/- 0.46, N = 3SE +/- 1.81, N = 3SE +/- 0.64, N = 3SE +/- 0.39, N = 3SE +/- 0.15, N = 3SE +/- 0.90, N = 3315.89288.55290.41281.82304.33274.78

RAMspeed SMP

Type: Add - Benchmark: Integer

OpenBenchmarking.orgMB/s, More Is BetterRAMspeed SMP 3.5.0Type: Add - Benchmark: IntegerXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42166K12K18K24K30KSE +/- 22.18, N = 3SE +/- 71.03, N = 3SE +/- 30.87, N = 3SE +/- 13.45, N = 3SE +/- 59.47, N = 3SE +/- 19.14, N = 328628.2827009.8825039.7027296.2027481.1027695.451. (CC) gcc options: -O3 -march=native

NCNN

Target: CPU - Model: alexnet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: alexnetXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42163691215SE +/- 0.07, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.19, N = 3SE +/- 0.20, N = 39.159.9410.469.249.459.74MIN: 8.06 / MAX: 25.82MIN: 9.87 / MAX: 10.38MIN: 10.39 / MAX: 11.07MIN: 9.19 / MAX: 9.43MIN: 9.2 / MAX: 10.41MIN: 9.43 / MAX: 10.271. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

RAMspeed SMP

Type: Scale - Benchmark: Integer

OpenBenchmarking.orgMB/s, More Is BetterRAMspeed SMP 3.5.0Type: Scale - Benchmark: IntegerXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42166K12K18K24K30KSE +/- 26.93, N = 3SE +/- 53.13, N = 3SE +/- 48.01, N = 3SE +/- 122.96, N = 3SE +/- 10.50, N = 3SE +/- 9.81, N = 327638.1926571.8424223.9826383.7226154.7827088.281. (CC) gcc options: -O3 -march=native

GIMP

Test: resize

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.18Test: resizeXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42163691215SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 3SE +/- 0.10, N = 3SE +/- 0.08, N = 3SE +/- 0.10, N = 311.2011.1811.4811.6311.0212.57

NCNN

Target: CPU - Model: resnet18

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: resnet18Xeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 421648121620SE +/- 0.05, N = 3SE +/- 0.38, N = 3SE +/- 0.39, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.07, N = 312.5612.9813.6412.3312.0012.26MIN: 10.99 / MAX: 34.48MIN: 12.13 / MAX: 23.67MIN: 13.18 / MAX: 14.53MIN: 12.26 / MAX: 13.18MIN: 11.94 / MAX: 12.22MIN: 12.1 / MAX: 33.421. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

RAMspeed SMP

Type: Average - Benchmark: Integer

OpenBenchmarking.orgMB/s, More Is BetterRAMspeed SMP 3.5.0Type: Average - Benchmark: IntegerXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42166K12K18K24K30KSE +/- 133.59, N = 3SE +/- 36.79, N = 3SE +/- 149.47, N = 3SE +/- 23.22, N = 3SE +/- 9.50, N = 3SE +/- 34.71, N = 328037.3326678.0524754.7727010.8227582.1527483.641. (CC) gcc options: -O3 -march=native

DeepSpeech

Acceleration: CPU

OpenBenchmarking.orgSeconds, Fewer Is BetterDeepSpeech 0.6Acceleration: CPUXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 4216306090120150SE +/- 0.44, N = 3SE +/- 0.23, N = 3SE +/- 1.36, N = 3SE +/- 1.81, N = 3SE +/- 1.01, N = 3SE +/- 0.79, N = 3127.35124.99140.25134.10132.07137.77

NCNN

Target: CPU - Model: googlenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: googlenetXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 421648121620SE +/- 0.10, N = 3SE +/- 0.45, N = 3SE +/- 0.44, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.09, N = 317.2316.4117.6715.8717.7417.75MIN: 13.87 / MAX: 31.28MIN: 15.44 / MAX: 19.76MIN: 17.13 / MAX: 19.67MIN: 15.78 / MAX: 28.87MIN: 17.64 / MAX: 18.79MIN: 17.58 / MAX: 18.711. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

GNU Octave Benchmark

OpenBenchmarking.orgSeconds, Fewer Is BetterGNU Octave Benchmark 5.2.0Xeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42163691215SE +/- 0.059, N = 5SE +/- 0.022, N = 5SE +/- 0.024, N = 5SE +/- 0.027, N = 5SE +/- 0.024, N = 5SE +/- 0.022, N = 59.2089.2269.4459.6788.9319.971

RAMspeed SMP

Type: Triad - Benchmark: Integer

OpenBenchmarking.orgMB/s, More Is BetterRAMspeed SMP 3.5.0Type: Triad - Benchmark: IntegerXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42166K12K18K24K30KSE +/- 48.80, N = 3SE +/- 108.91, N = 3SE +/- 133.60, N = 3SE +/- 117.53, N = 3SE +/- 70.64, N = 3SE +/- 35.58, N = 327182.3126460.5424472.7126382.4526360.9326901.021. (CC) gcc options: -O3 -march=native

C-Blosc

Compressor: blosclz

OpenBenchmarking.orgMB/s, More Is BetterC-Blosc 2.0 Beta 5Compressor: blosclzXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 421616003200480064008000SE +/- 86.93, N = 3SE +/- 55.26, N = 3SE +/- 7.56, N = 3SE +/- 74.27, N = 3SE +/- 36.56, N = 3SE +/- 23.54, N = 37294.47334.67140.37197.37173.36639.91. (CXX) g++ options: -rdynamic

IOR

Read Test

OpenBenchmarking.orgMB/s, More Is BetterIOR 3.2.1Read TestXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 421630060090012001500SE +/- 3.74, N = 3SE +/- 1.90, N = 3SE +/- 16.12, N = 3SE +/- 0.30, N = 3SE +/- 2.92, N = 3SE +/- 13.63, N = 31390.281399.011379.501359.461364.301333.06MIN: 1068.88 / MAX: 1499.5MIN: 974.75 / MAX: 1507.46MIN: 909.01 / MAX: 1511.22MIN: 931.44 / MAX: 1487.54MIN: 916.92 / MAX: 1475.23MIN: 884.71 / MAX: 1471.961. (CC) gcc options: -O2 -lm -pthread -lmpi

Stress-NG

Test: RdRand

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: RdRandXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 421650K100K150K200K250KSE +/- 51.81, N = 3SE +/- 8.44, N = 3SE +/- 2.31, N = 3SE +/- 86.49, N = 3SE +/- 43.57, N = 3SE +/- 14.44, N = 3253140.50252521.80252514.47252582.30252549.77252444.921. (CC) gcc options: -O2 -std=gnu99 -lm -lcrypt -lrt -lz -ldl -lpthread -lc

Stress-NG

Test: Context Switching

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: Context SwitchingXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 4216700K1400K2100K2800K3500KSE +/- 83860.69, N = 12SE +/- 82319.41, N = 15SE +/- 36118.42, N = 15SE +/- 20353.41, N = 15SE +/- 14418.05, N = 3SE +/- 22362.31, N = 153252309.312255169.492042088.821813256.852443442.052133917.821. (CC) gcc options: -O2 -std=gnu99 -lm -lcrypt -lrt -lz -ldl -lpthread -lc

Stress-NG

Test: CPU Cache

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: CPU CacheXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42161020304050SE +/- 0.44, N = 15SE +/- 0.52, N = 6SE +/- 0.66, N = 4SE +/- 1.01, N = 15SE +/- 0.43, N = 15SE +/- 0.34, N = 1518.1843.8044.4938.3519.7714.271. (CC) gcc options: -O2 -std=gnu99 -lm -lcrypt -lrt -lz -ldl -lpthread -lc

YafaRay

Total Time For Sample Scene

OpenBenchmarking.orgSeconds, Fewer Is BetterYafaRay 3.4.1Total Time For Sample SceneXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 421650100150200250SE +/- 1.13, N = 3SE +/- 3.74, N = 12SE +/- 5.75, N = 12SE +/- 2.42, N = 3SE +/- 7.20, N = 12SE +/- 8.80, N = 9138.27216.03207.60162.96155.35164.401. (CXX) g++ options: -std=c++11 -O3 -ffast-math -rdynamic -ldl -lImath -lIlmImf -lIex -lHalf -lz -lIlmThread -lxml2 -lfreetype -lpthread

ArrayFire

Test: Conjugate Gradient CPU

OpenBenchmarking.orgms, Fewer Is BetterArrayFire 3.7Test: Conjugate Gradient CPUXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 421648121620SE +/- 0.333, N = 12SE +/- 0.445, N = 12SE +/- 0.545, N = 15SE +/- 0.130, N = 3SE +/- 0.141, N = 3SE +/- 0.236, N = 128.92814.67017.39011.00010.09211.6101. (CXX) g++ options: -rdynamic

Renaissance

Test: Apache Spark Bayes

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.10.0Test: Apache Spark BayesXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 421690180270360450SE +/- 14.37, N = 25SE +/- 17.75, N = 25SE +/- 15.78, N = 25SE +/- 1.78, N = 5SE +/- 13.77, N = 25SE +/- 15.67, N = 25285.35422.78390.09335.69329.01353.48

LAMMPS Molecular Dynamics Simulator

Model: Rhodopsin Protein

OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 24Aug2020Model: Rhodopsin ProteinXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 4216246810SE +/- 0.221, N = 15SE +/- 0.073, N = 15SE +/- 0.057, N = 4SE +/- 0.116, N = 15SE +/- 0.210, N = 15SE +/- 0.122, N = 157.7034.3524.5925.2536.2705.8371. (CXX) g++ options: -O3 -pthread -lm


Phoronix Test Suite v10.8.5