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&gru&sor.

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 20.10stress-ng: MMAPstress-ng: NUMAstress-ng: MEMFDstress-ng: Atomicstress-ng: Cryptostress-ng: Mallocstress-ng: RdRandstress-ng: Forkingstress-ng: SENDFILEstress-ng: CPU Cachestress-ng: CPU Stressstress-ng: Semaphoresstress-ng: Matrix Mathstress-ng: Vector Mathstress-ng: Memory Copyingstress-ng: Socket Activitystress-ng: Context Switchingstress-ng: Glibc C String Functionsstress-ng: Glibc Qsort Data Sortingstress-ng: System V Message Passingospray: San Miguel - SciVisospray: XFrog Forest - SciVisospray: San Miguel - Path Tracerospray: NASA Streamlines - SciVisospray: XFrog Forest - Path Tracerospray: Magnetic Reconnection - SciVisospray: NASA Streamlines - Path Tracerospray: Magnetic Reconnection - Path Tracerttsiod-renderer: Phong Rendering With Soft-Shadow Mappingplaidml: No - Inference - VGG16 - CPUneatbench: CPUopenvino: Face Detection 0106 FP16 - CPUopenvino: Face Detection 0106 FP32 - CPUopenvino: Person Detection 0106 FP16 - CPUopenvino: Person Detection 0106 FP32 - CPUopenvino: Age Gender Recognition Retail 0013 FP16 - CPUopenvino: Age Gender Recognition Retail 0013 FP32 - CPUaom-av1: Speed 4 Two-Passaom-av1: Speed 6 Realtimeaom-av1: Speed 6 Two-Passaom-av1: Speed 8 Realtimeembree: Pathtracer - Crownembree: Pathtracer ISPC - Crownembree: Pathtracer - Asian Dragonembree: Pathtracer - Asian Dragon Objembree: Pathtracer ISPC - Asian Dragonembree: Pathtracer ISPC - Asian Dragon Objsvt-av1: Enc Mode 4 - 1080psvt-av1: Enc Mode 8 - 1080psvt-hevc: 1080p 8-bit YUV To HEVC Video Encodesvt-vp9: VMAF Optimized - Bosphorus 1080psvt-vp9: PSNR/SSIM Optimized - Bosphorus 1080psvt-vp9: Visual Quality Optimized - Bosphorus 1080pvpxenc: Speed 5x264: H.264 Video Encodingx265: H.265 1080p Video Encodinghpcg: mt-dgemm: Sustained Floating-Point Ratearrayfire: BLAS CPUoidn: Memorialopenvkl: vklBenchmarkgraphics-magick: Swirlgraphics-magick: Rotategraphics-magick: Sharpengraphics-magick: Enhancedgraphics-magick: Resizinggraphics-magick: Noise-Gaussiangraphics-magick: HWB Color Spacecoremark: CoreMark Size 666 - Iterations Per Secondaircrack-ng: v-ray: CPUxsbench: byte: Dhrystone 2indigobench: Bedroomindigobench: Supercarior: Write Testior: Read Testramspeed: Add - Integerramspeed: Copy - Integerramspeed: Scale - Integerramspeed: Triad - Integerramspeed: Average - Integerstream: Copystream: Scalestream: Triadstream: Addblosc: blosclzcompress-zstd: 3compress-zstd: 19tjbench: Decompression Throughputffte: N=256, 3D Complex FFT Routinefftw: Stock - 1D FFT Size 32fftw: Stock - 1D FFT Size 4096fftw: Stock - 2D FFT Size 4096fftw: Float + SSE - 1D FFT Size 32fftw: Float + SSE - 1D FFT Size 4096fftw: Float + SSE - 2D FFT Size 4096luajit: Compositeluajit: Monte Carloluajit: Fast Fourier Transformluajit: Sparse Matrix Multiplyluajit: Dense LU Matrix Factorizationluajit: Jacobi Successive Over-Relaxationscimark2: Compositescimark2: Monte Carloscimark2: Fast Fourier Transformscimark2: Sparse Matrix Multiplyscimark2: Dense LU Matrix Factorizationscimark2: Jacobi Successive Over-Relaxationhimeno: Poisson Pressure Solverbotan: KASUMIbotan: AES-256botan: Twofishbotan: Blowfishbotan: CAST-256smhasher: wyhashsmhasher: MeowHashsmhasher: Spooky32smhasher: fasthash32smhasher: t1ha2_atoncesmhasher: t1ha0_aes_avx2askap: tConvolve MT - Griddingaskap: tConvolve MT - Degriddingaskap: tConvolve MPI - Griddingaskap: tConvolve MPI - Degriddingaskap: tConvolve OpenMP - Griddingaskap: tConvolve OpenMP - Degriddingcompress-7zip: Compress Speed Testlibraw: Post-Processing Benchmarkrays1bench: Large Scenecrafty: Elapsed Timetscp: AI Chess Performancestockfish: Total Timegromacs: Water Benchmarklammps: 20k Atomslammps: Rhodopsin Proteincassandra: Writesrocksdb: Rand Fillrocksdb: Rand Readrocksdb: Seq Fillrocksdb: Rand Fill Syncrocksdb: Read While Writingkeydb: mysqlslap: 1mysqlslap: 16mysqlslap: 32mysqlslap: 64mysqlslap: 128mysqlslap: 256mysqlslap: 512hint: FLOATjohn-the-ripper: Blowfishjohn-the-ripper: MD5ebizzy: node-express-loadtest: numpy: ai-benchmark: Device Inference Scoreai-benchmark: Device Training Scoreai-benchmark: Device AI Scorephpbench: PHP Benchmark Suiteopenssl: RSA 4096-bit Performancedaphne: OpenMP - NDT Mappingdaphne: OpenMP - Points2Imagedaphne: OpenMP - Euclidean Clusterkripke: postmark: Disk Transaction Performancepgbench: 1 - 1 - Read Onlypgbench: 1 - 1 - Read Writepgbench: 1 - 50 - Read Onlypgbench: 1 - 100 - Read Onlypgbench: 1 - 250 - Read Onlypgbench: 1 - 50 - Read Writepgbench: 100 - 1 - Read Onlypgbench: 1 - 100 - Read Writepgbench: 1 - 250 - Read Writepgbench: 100 - 1 - Read Writepgbench: 100 - 50 - Read Onlypgbench: 1000 - 1 - Read Onlypgbench: 100 - 100 - Read Onlypgbench: 100 - 250 - Read Onlypgbench: 100 - 50 - Read Writepgbench: 1000 - 1 - Read Writepgbench: 1000 - 50 - Read Onlypgbench: 100 - 100 - Read Writepgbench: 100 - 250 - Read Writepgbench: 1000 - 100 - Read Onlypgbench: 1000 - 250 - Read Onlypgbench: 1000 - 50 - Read Writepgbench: 1000 - 100 - Read Writepgbench: 1000 - 250 - Read Writeinfluxdb: 4 - 10000 - 2,5000,1 - 10000influxdb: 64 - 10000 - 2,5000,1 - 10000brl-cad: VGR Performance Metriclulesh: ctx-clock: Context Switch Timesmhasher: wyhashsmhasher: MeowHashsmhasher: Spooky32smhasher: fasthash32smhasher: t1ha2_atoncesmhasher: t1ha0_aes_avx2namd: ATPase Simulation - 327,506 Atomswebp: Defaultwebp: Quality 100webp: Quality 100, Losslesswebp: Quality 100, Highest Compressionwebp: Quality 100, Lossless, Highest Compressiontensorflow-lite: SqueezeNettensorflow-lite: Inception V4tensorflow-lite: NASNet Mobiletensorflow-lite: Mobilenet Floattensorflow-lite: Mobilenet Quanttensorflow-lite: Inception ResNet V2caffe: AlexNet - CPU - 100caffe: AlexNet - CPU - 200caffe: GoogleNet - CPU - 100caffe: GoogleNet - CPU - 200pybench: Total For Average Test Timespyperformance: pathlibpyperformance: raytracepyperformance: json_loadspyperformance: crypto_pyaespyperformance: regex_compilerenaissance: Scala Dottyrenaissance: Apache Spark Bayesarrayfire: Conjugate Gradient CPUonednn: IP Batch 1D - f32 - CPUonednn: IP Batch All - f32 - CPUonednn: IP Batch 1D - u8s8f32 - CPUonednn: IP Batch All - u8s8f32 - CPUonednn: IP Batch 1D - bf16bf16bf16 - CPUonednn: IP Batch All - bf16bf16bf16 - CPUonednn: Convolution Batch Shapes Auto - f32 - CPUonednn: Deconvolution Batch deconv_1d - f32 - CPUonednn: Deconvolution Batch deconv_3d - f32 - CPUonednn: Convolution Batch Shapes Auto - u8s8f32 - CPUonednn: Deconvolution Batch deconv_1d - u8s8f32 - CPUonednn: Deconvolution Batch deconv_3d - u8s8f32 - CPUonednn: Recurrent Neural Network Training - f32 - CPUonednn: Recurrent Neural Network Inference - f32 - CPUonednn: Convolution Batch Shapes Auto - bf16bf16bf16 - CPUonednn: Deconvolution Batch deconv_1d - bf16bf16bf16 - CPUonednn: Deconvolution Batch deconv_3d - bf16bf16bf16 - CPUonednn: Matrix Multiply Batch Shapes Transformer - f32 - CPUonednn: Matrix Multiply Batch Shapes Transformer - u8s8f32 - CPUonednn: Matrix Multiply Batch Shapes Transformer - bf16bf16bf16 - CPUpgbench: 1 - 1 - Read Only - Average Latencypgbench: 1 - 1 - Read Write - Average Latencypgbench: 1 - 50 - Read Only - Average Latencypgbench: 1 - 100 - Read Only - Average Latencypgbench: 1 - 250 - Read Only - Average Latencypgbench: 1 - 50 - Read Write - Average Latencypgbench: 100 - 1 - Read Only - Average Latencypgbench: 1 - 100 - Read Write - Average Latencypgbench: 1 - 250 - Read Write - Average Latencypgbench: 100 - 1 - Read Write - Average Latencypgbench: 100 - 50 - Read Only - Average Latencypgbench: 1000 - 1 - Read Only - Average Latencypgbench: 100 - 100 - Read Only - Average Latencypgbench: 100 - 250 - Read Only - Average Latencypgbench: 100 - 50 - Read Write - Average Latencypgbench: 1000 - 1 - Read Write - Average Latencypgbench: 1000 - 50 - Read Only - Average Latencypgbench: 100 - 100 - Read Write - Average Latencypgbench: 100 - 250 - Read Write - Average Latencypgbench: 1000 - 100 - Read Only - Average Latencypgbench: 1000 - 250 - Read Only - Average Latencypgbench: 1000 - 50 - Read Write - Average Latencypgbench: 1000 - 100 - Read Write - Average Latencypgbench: 1000 - 250 - Read Write - Average Latencymnn: SqueezeNetV1.0mnn: resnet-v2-50mnn: MobileNetV2_224mnn: mobilenet-v1-1.0mnn: inception-v3ncnn: CPU - squeezenetncnn: CPU - mobilenetncnn: CPU-v2-v2 - mobilenet-v2ncnn: CPU-v3-v3 - mobilenet-v3ncnn: CPU - shufflenet-v2ncnn: CPU - mnasnetncnn: CPU - efficientnet-b0ncnn: CPU - blazefacencnn: CPU - googlenetncnn: CPU - vgg16ncnn: CPU - resnet18ncnn: CPU - alexnetncnn: CPU - resnet50ncnn: CPU - yolov4-tinytnn: CPU - MobileNet v2tnn: CPU - SqueezeNet v1.1openvino: Face Detection 0106 FP16 - CPUopenvino: Face Detection 0106 FP32 - CPUopenvino: Person Detection 0106 FP16 - CPUopenvino: Person Detection 0106 FP32 - CPUopenvino: Age Gender Recognition Retail 0013 FP16 - CPUopenvino: Age Gender Recognition Retail 0013 FP32 - CPUdacapobench: H2dacapobench: Jythondacapobench: Tradesoapdacapobench: Tradebeansgo-benchmark: buildunpack-linux: linux-4.15.tar.xzwireguard: rodinia: OpenMP LavaMDrodinia: OpenMP HotSpot3Drodinia: OpenMP Leukocyterodinia: OpenMP CFD Solverrodinia: OpenMP Streamclusterdolfyn: Computational Fluid Dynamicsneat: polyhedron: acpolyhedron: linpkpolyhedron: tfft2polyhedron: rnflowpolyhedron: proteinhmmer: Pfam Database Searchincompact3d: Cylindermafft: Multiple Sequence Alignment - LSU RNAmocassin: Dust 2D tau100.0bork: File Encryption Timejava-gradle-perf: Reactoravifenc: 0avifenc: 2avifenc: 8avifenc: 10build-apache: Time To Compilebuild-ffmpeg: Time To Compilebuild-gdb: Time To Compilebuild-imagemagick: Time To Compilebuild-linux-kernel: Time To Compilebuild-llvm: Time To Compilebuild-mplayer: Time To Compilebuild-php: Time To Compilec-ray: Total Time - 4K, 16 Rays Per Pixelcompress-pbzip2: 256MB File Compressionpovray: Trace Timesmallpt: Global Illumination Renderer; 128 Samplestungsten: Hairtungsten: Water Caustictungsten: Non-Exponentialtungsten: Volumetric Causticy-cruncher: Calculating 500M Pi Digitsyafaray: Total Time For Sample Sceneaobench: 2048 x 2048 - Total Timebullet: Raytestsbullet: 3000 Fallbullet: 1000 Stackbullet: 1000 Convexbullet: 136 Ragdollsbullet: Prim Trimeshbullet: Convex Trimeshcompress-gzip: Linux Source Tree Archiving To .tar.gzcompress-lzma: 256MB File Compressioncompress-xz: Compressing ubuntu-16.04.3-server-i386.img, Compression Level 9dcraw: RAW To PPM Image Conversiondeepspeech: CPUencode-flac: WAV To FLACencode-mp3: WAV To MP3espeak: Text-To-Speech Synthesisffmpeg: H.264 HD To NTSC DVm-queens: Time To Solven-queens: Elapsed Timeperl-benchmark: Pod2htmlperl-benchmark: Interpreterrnnoise: sudokut: Total Timesystem-decompress-gzip: tachyon: Total Timeastcenc: Fastastcenc: Mediumastcenc: Thoroughastcenc: Exhaustivebasis: ETC1Sbasis: UASTC Level 0basis: UASTC Level 2basis: UASTC Level 3sqlite-speedtest: Timed Time - Size 1,000darktable: Boat - CPU-onlydarktable: Masskrug - CPU-onlydarktable: Server Rack - CPU-onlydarktable: Server Room - CPU-onlygegl: Cropgegl: Scalegegl: Cartoongegl: Reflectgegl: Antialiasgegl: Tile Glassgegl: Wavelet Blurgegl: Color Enhancegegl: Rotate 90 Degreesgimp: resizegimp: rotategimp: auto-levelsgimp: unsharp-maskhugin: Panorama Photo Assistant + Stitching Timeocrmypdf: Processing 60 Page PDF Documentoctave-benchmark: rawtherapee: Total Benchmark Timersvg: SVG Files To PNGblender: BMW27 - CPU-Onlyblender: Classroom - CPU-Onlyblender: Barbershop - CPU-Onlyecp-candle: P1B2ecp-candle: P3B1ecp-candle: P3B2appleseed: Emilyappleseed: Disney Materialappleseed: Material Testergit: Time To Complete Common Git Commandsmlpack: scikit_qdamlpack: scikit_svmmlpack: scikit_linearridgeregressionscikit-learn: sunflow: Global Illumination + Image Synthesistesseract-ocr: Time To OCR 7 ImagesXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 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Stress-NG

Test: MMAP

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: MMAPXeon Gold 6226RXeon Silver 4216Xeon Gold 5218Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R80160240320400SE +/- 1.30, N = 3SE +/- 0.58, N = 3SE +/- 1.27, N = 3SE +/- 0.69, N = 3SE +/- 0.50, N = 3SE +/- 0.28, N = 3372.40341.82337.07268.64167.00160.991. (CC) gcc options: -O2 -std=gnu99 -lm -lcrypt -lrt -lz -ldl -lpthread -lc

Stress-NG

Test: NUMA

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: NUMAXeon Gold 6226RXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Silver 4215RXeon Gold 521780160240320400SE +/- 2.06, N = 3SE +/- 0.18, N = 3SE +/- 0.27, N = 3SE +/- 0.30, N = 3SE +/- 1.38, N = 3SE +/- 0.82, N = 3376.57301.83290.64242.41189.79181.621. (CC) gcc options: -O2 -std=gnu99 -lm -lcrypt -lrt -lz -ldl -lpthread -lc

Stress-NG

Test: MEMFD

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: MEMFDXeon Gold 6226RXeon Silver 4216Xeon Gold 5218Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R2004006008001000SE +/- 1.36, N = 3SE +/- 0.35, N = 3SE +/- 0.68, N = 3SE +/- 0.34, N = 3SE +/- 1.87, N = 3SE +/- 0.55, N = 31067.33923.43912.50778.49612.55577.781. (CC) gcc options: -O2 -std=gnu99 -lm -lcrypt -lrt -lz -ldl -lpthread -lc

Stress-NG

Test: Atomic

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: AtomicXeon Gold 5217Xeon Silver 4215RXeon Gold 6226RXeon Silver 4214RXeon Gold 5218Xeon Silver 421640K80K120K160K200KSE +/- 275.14, N = 3SE +/- 914.34, N = 3SE +/- 1602.99, N = 3SE +/- 1143.68, N = 3SE +/- 684.29, N = 3SE +/- 1855.08, N = 3181068.06173291.70160824.55153233.02134703.69134316.211. (CC) gcc options: -O2 -std=gnu99 -lm -lcrypt -lrt -lz -ldl -lpthread -lc

Stress-NG

Test: Crypto

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: CryptoXeon Gold 6226RXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Silver 4215RXeon Gold 52177001400210028003500SE +/- 6.80, N = 3SE +/- 2.67, N = 3SE +/- 0.51, N = 3SE +/- 1.87, N = 3SE +/- 1.99, N = 3SE +/- 1.28, N = 33101.312437.132353.951958.651566.931480.141. (CC) gcc options: -O2 -std=gnu99 -lm -lcrypt -lrt -lz -ldl -lpthread -lc

Stress-NG

Test: Malloc

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: MallocXeon Gold 6226RXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R40M80M120M160M200MSE +/- 583531.87, N = 3SE +/- 231978.26, N = 3SE +/- 107622.97, N = 3SE +/- 69023.62, N = 3SE +/- 38034.90, N = 3SE +/- 31845.62, N = 3163780745.06144690258.11142033162.43103035502.9365589808.0963988753.461. (CC) gcc options: -O2 -std=gnu99 -lm -lcrypt -lrt -lz -ldl -lpthread -lc

Stress-NG

Test: RdRand

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: RdRandXeon Gold 6226RXeon Silver 4214RXeon Gold 5218Xeon Gold 5217Xeon Silver 4215RXeon Silver 421650K100K150K200K250KSE +/- 51.81, N = 3SE +/- 86.49, N = 3SE +/- 43.57, N = 3SE +/- 8.44, N = 3SE +/- 2.31, N = 3SE +/- 14.44, N = 3253140.50252582.30252549.77252521.80252514.47252444.921. (CC) gcc options: -O2 -std=gnu99 -lm -lcrypt -lrt -lz -ldl -lpthread -lc

Stress-NG

Test: Forking

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: ForkingXeon Gold 6226RXeon Silver 4216Xeon Gold 5218Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R20K40K60K80K100KSE +/- 105.50, N = 3SE +/- 215.61, N = 3SE +/- 68.12, N = 3SE +/- 222.65, N = 3SE +/- 295.94, N = 3SE +/- 119.55, N = 393138.5384388.0583963.4473386.7256576.9951629.491. (CC) gcc options: -O2 -std=gnu99 -lm -lcrypt -lrt -lz -ldl -lpthread -lc

Stress-NG

Test: SENDFILE

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: SENDFILEXeon Gold 6226RXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Silver 4215RXeon Gold 521750K100K150K200K250KSE +/- 1201.34, N = 3SE +/- 25.16, N = 3SE +/- 241.10, N = 3SE +/- 26.31, N = 3SE +/- 61.21, N = 3SE +/- 66.58, N = 3232601.64195098.58187732.63156815.95125320.58118401.931. (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 Silver 4215RXeon Gold 5217Xeon Silver 4214RXeon Gold 5218Xeon Gold 6226RXeon Silver 42161020304050SE +/- 0.66, N = 4SE +/- 0.52, N = 6SE +/- 1.01, N = 15SE +/- 0.43, N = 15SE +/- 0.44, N = 15SE +/- 0.34, N = 1544.4943.8038.3519.7718.1814.271. (CC) gcc options: -O2 -std=gnu99 -lm -lcrypt -lrt -lz -ldl -lpthread -lc

Stress-NG

Test: CPU Stress

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: CPU StressXeon Gold 6226RXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Silver 4215RXeon Gold 52172K4K6K8K10KSE +/- 13.91, N = 3SE +/- 5.89, N = 3SE +/- 3.08, N = 3SE +/- 4.68, N = 3SE +/- 5.46, N = 3SE +/- 4.24, N = 37830.006153.755947.374925.483801.533672.961. (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 5218Xeon Silver 4216Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R500K1000K1500K2000K2500KSE +/- 964.98, N = 3SE +/- 939.32, N = 3SE +/- 357.32, N = 3SE +/- 169.50, N = 3SE +/- 311.46, N = 3SE +/- 463.15, N = 32209846.902185293.192132332.521624471.041096633.491087559.111. (CC) gcc options: -O2 -std=gnu99 -lm -lcrypt -lrt -lz -ldl -lpthread -lc

Stress-NG

Test: Matrix Math

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: Matrix MathXeon Gold 6226RXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R15K30K45K60K75KSE +/- 113.29, N = 3SE +/- 227.63, N = 3SE +/- 407.92, N = 3SE +/- 530.24, N = 3SE +/- 101.65, N = 3SE +/- 107.00, N = 370157.1961258.7760174.2750076.2038502.0738091.761. (CC) gcc options: -O2 -std=gnu99 -lm -lcrypt -lrt -lz -ldl -lpthread -lc

Stress-NG

Test: Vector Math

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: Vector MathXeon Gold 6226RXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R20K40K60K80K100KSE +/- 13.64, N = 3SE +/- 1.75, N = 3SE +/- 1.38, N = 3SE +/- 2.91, N = 3SE +/- 11.49, N = 3SE +/- 1.82, N = 380190.4761047.0661031.3253738.7839810.6834509.621. (CC) gcc options: -O2 -std=gnu99 -lm -lcrypt -lrt -lz -ldl -lpthread -lc

Stress-NG

Test: Memory Copying

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: Memory CopyingXeon Gold 6226RXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R12002400360048006000SE +/- 7.33, N = 3SE +/- 10.36, N = 3SE +/- 4.09, N = 3SE +/- 35.17, N = 3SE +/- 9.32, N = 3SE +/- 11.55, N = 35562.155222.904890.024495.533627.203162.281. (CC) gcc options: -O2 -std=gnu99 -lm -lcrypt -lrt -lz -ldl -lpthread -lc

Stress-NG

Test: Socket Activity

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: Socket ActivityXeon Gold 6226RXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R2K4K6K8K10KSE +/- 63.48, N = 3SE +/- 90.79, N = 3SE +/- 131.63, N = 3SE +/- 51.13, N = 3SE +/- 5.26, N = 3SE +/- 80.05, N = 39588.468655.248378.867257.955486.164905.121. (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 5218Xeon Gold 5217Xeon Silver 4216Xeon Silver 4215RXeon Silver 4214R700K1400K2100K2800K3500KSE +/- 83860.69, N = 12SE +/- 14418.05, N = 3SE +/- 82319.41, N = 15SE +/- 22362.31, N = 15SE +/- 36118.42, N = 15SE +/- 20353.41, N = 153252309.312443442.052255169.492133917.822042088.821813256.851. (CC) gcc options: -O2 -std=gnu99 -lm -lcrypt -lrt -lz -ldl -lpthread -lc

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 5218Xeon Silver 4216Xeon Silver 4214RXeon Silver 4215RXeon Gold 5217400K800K1200K1600K2000KSE +/- 31508.09, N = 3SE +/- 6937.27, N = 3SE +/- 5284.26, N = 3SE +/- 6876.59, N = 3SE +/- 4842.89, N = 3SE +/- 4147.52, N = 31842247.721515227.301451060.011207021.07969707.85904546.151. (CC) gcc options: -O2 -std=gnu99 -lm -lcrypt -lrt -lz -ldl -lpthread -lc

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 5218Xeon Silver 4216Xeon Silver 4214RXeon Silver 4215RXeon Gold 52174080120160200SE +/- 1.29, N = 3SE +/- 0.37, N = 3SE +/- 0.38, N = 3SE +/- 0.16, N = 3SE +/- 0.15, N = 3SE +/- 0.38, N = 3192.52154.23148.12123.5299.1193.461. (CC) gcc options: -O2 -std=gnu99 -lm -lcrypt -lrt -lz -ldl -lpthread -lc

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 4214RXeon Gold 5218Xeon Silver 4215RXeon Silver 42162M4M6M8M10MSE +/- 145327.08, N = 15SE +/- 3313.40, N = 3SE +/- 2414.77, N = 3SE +/- 111219.96, N = 15SE +/- 89155.70, N = 15SE +/- 82930.50, N = 159444253.449082839.228459576.898324065.918249083.457787166.301. (CC) gcc options: -O2 -std=gnu99 -lm -lcrypt -lrt -lz -ldl -lpthread -lc

OSPray

Demo: San Miguel - Renderer: SciVis

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: San Miguel - Renderer: SciVisXeon Gold 6226RXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R510152025SE +/- 0.06, N = 8SE +/- 0.00, N = 12SE +/- 0.02, N = 10SE +/- 0.06, N = 3SE +/- 0.03, N = 4SE +/- 0.01, N = 622.6618.8714.6812.9310.729.00MIN: 20.83 / MAX: 22.73MIN: 16.13 / MAX: 19.23MIN: 14.08 / MAX: 14.71MIN: 12.66 / MAX: 12.99MIN: 10.31 / MAX: 10.75MIN: 8.85 / MAX: 9.01

OSPray

Demo: XFrog Forest - Renderer: SciVis

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: XFrog Forest - Renderer: SciVisXeon Gold 6226RXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R0.8281.6562.4843.3124.14SE +/- 0.00, N = 12SE +/- 0.00, N = 10SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 33.683.012.332.051.671.40MIN: 3.61 / MAX: 3.7MIN: 2.97 / MAX: 3.03MIN: 2.32 / MAX: 2.35MIN: 2.02 / MAX: 2.06MIN: 1.66 / MAX: 1.68MIN: 1.39 / MAX: 1.41

OSPray

Demo: San Miguel - Renderer: Path Tracer

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: San Miguel - Renderer: Path TracerXeon Gold 6226RXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R0.45450.9091.36351.8182.2725SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 32.021.751.401.190.950.80MIN: 2.01 / MAX: 2.03MIN: 1.73MIN: 1.39MAX: 1.2MIN: 0.93MIN: 0.79 / MAX: 0.81

OSPray

Demo: NASA Streamlines - Renderer: SciVis

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: NASA Streamlines - Renderer: SciVisXeon Gold 6226RXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R714212835SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.06, N = 3SE +/- 0.00, N = 1229.4123.2618.1815.8712.9310.87MIN: 27.03MIN: 21.28MIN: 16.95MIN: 15.15MIN: 12.66 / MAX: 13.16MIN: 10.64 / MAX: 10.99

OSPray

Demo: XFrog Forest - Renderer: Path Tracer

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: XFrog Forest - Renderer: Path TracerXeon Gold 6226RXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R0.45230.90461.35691.80922.2615SE +/- 0.00, N = 4SE +/- 0.00, N = 3SE +/- 0.00, N = 6SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 32.011.671.311.130.920.77MIN: 2 / MAX: 2.02MIN: 1.66 / MAX: 1.68MIN: 1.3MIN: 1.11 / MAX: 1.14MIN: 0.91MIN: 0.76 / MAX: 0.78

OSPray

Demo: Magnetic Reconnection - Renderer: SciVis

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: Magnetic Reconnection - Renderer: SciVisXeon Gold 6226RXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R612182430SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 15SE +/- 0.02, N = 11SE +/- 0.03, N = 425.0021.7417.5415.1512.0210.39MIN: 23.26MIN: 20.83 / MAX: 22.22MIN: 16.95 / MAX: 17.86MIN: 14.71 / MAX: 15.38MIN: 11.76 / MAX: 12.2MIN: 10.1 / MAX: 10.53

OSPray

Demo: NASA Streamlines - Renderer: Path Tracer

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: NASA Streamlines - Renderer: Path TracerXeon Gold 6226RXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R1.2422.4843.7264.9686.21SE +/- 0.00, N = 7SE +/- 0.00, N = 12SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 35.524.373.392.942.382.03MIN: 5.43 / MAX: 5.62MIN: 4.31 / MAX: 4.46MIN: 3.36 / MAX: 3.45MIN: 2.91 / MAX: 2.98MIN: 2.36 / MAX: 2.42MIN: 2.02 / MAX: 2.06

OSPray

Demo: Magnetic Reconnection - Renderer: Path Tracer

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: Magnetic Reconnection - Renderer: Path TracerXeon Gold 5218Xeon Gold 6226RXeon Silver 4216Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R70140210280350SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12333.33333.33250.00200.00166.67142.86MIN: 250MIN: 250 / MAX: 500MIN: 200MIN: 166.67 / MAX: 250MIN: 142.86 / MAX: 200MIN: 125 / MAX: 166.67

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 5218Xeon Silver 4216Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R130260390520650SE +/- 0.99, N = 3SE +/- 1.05, N = 3SE +/- 0.70, N = 3SE +/- 1.04, N = 3SE +/- 0.53, N = 3SE +/- 0.15, N = 3619.63494.01492.95437.93333.43292.261. (CXX) g++ options: -O3 -fomit-frame-pointer -ffast-math -mtune=native -flto -msse -mrecip -mfpmath=sse -msse2 -mssse3 -lSDL -fopenmp -fwhole-program -lstdc++

PlaidML

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

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG16 - Device: CPUXeon Gold 6226RXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R612182430SE +/- 0.18, N = 3SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.04, N = 3SE +/- 0.03, N = 323.1319.2215.6713.8711.469.98

NeatBench

Acceleration: CPU

OpenBenchmarking.orgFPS, More Is BetterNeatBench 5Acceleration: CPUXeon Gold 6226RXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R612182430SE +/- 0.10, N = 3SE +/- 0.15, N = 3SE +/- 0.15, N = 3SE +/- 0.13, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 327.323.222.319.515.713.9

OpenVINO

Model: Face Detection 0106 FP16 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2021.1Model: Face Detection 0106 FP16 - Device: CPUXeon Gold 6226RXeon Silver 42161.13632.27263.40894.54525.6815SE +/- 0.00, N = 3SE +/- 0.00, N = 35.052.221. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -pie -pthread -lpthread

OpenVINO

Model: Face Detection 0106 FP32 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2021.1Model: Face Detection 0106 FP32 - Device: CPUXeon Gold 6226RXeon Silver 42161.1342.2683.4024.5365.67SE +/- 0.01, N = 3SE +/- 0.01, N = 35.042.231. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -pie -pthread -lpthread

OpenVINO

Model: Person Detection 0106 FP16 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2021.1Model: Person Detection 0106 FP16 - Device: CPUXeon Gold 6226RXeon Silver 42160.63231.26461.89692.52923.1615SE +/- 0.01, N = 3SE +/- 0.00, N = 32.811.401. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -pie -pthread -lpthread

OpenVINO

Model: Person Detection 0106 FP32 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2021.1Model: Person Detection 0106 FP32 - Device: CPUXeon Gold 6226RXeon Silver 42160.63451.2691.90352.5383.1725SE +/- 0.01, N = 3SE +/- 0.00, N = 32.821.391. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -pie -pthread -lpthread

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 Gold 6226RXeon Silver 42163K6K9K12K15KSE +/- 18.18, N = 3SE +/- 1.97, N = 313643.827449.811. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -pie -pthread -lpthread

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 Gold 6226RXeon Silver 42163K6K9K12K15KSE +/- 29.10, N = 3SE +/- 6.47, N = 313712.147447.031. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -pie -pthread -lpthread

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

AOM AV1

Encoder Mode: Speed 6 Realtime

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 2.0Encoder Mode: Speed 6 RealtimeXeon Gold 6226RXeon Gold 5218Xeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Silver 421648121620SE +/- 0.10, N = 3SE +/- 0.10, N = 3SE +/- 0.08, N = 3SE +/- 0.10, N = 3SE +/- 0.09, N = 3SE +/- 0.16, N = 315.6714.6214.3413.8813.8013.271. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

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

AOM AV1

Encoder Mode: Speed 8 Realtime

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 2.0Encoder Mode: Speed 8 RealtimeXeon Gold 6226RXeon Gold 5218Xeon Silver 4215RXeon Gold 5217Xeon Silver 4214RXeon Silver 4216714212835SE +/- 0.23, N = 3SE +/- 0.29, N = 3SE +/- 0.03, N = 3SE +/- 0.09, N = 3SE +/- 0.14, N = 3SE +/- 0.35, N = 329.9127.1826.2025.6625.6224.101. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

Embree

Binary: Pathtracer - Model: Crown

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.9.0Binary: Pathtracer - Model: CrownXeon Gold 6226RXeon Silver 4216Xeon Gold 5218Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R48121620SE +/- 0.0951, N = 3SE +/- 0.0055, N = 3SE +/- 0.0059, N = 3SE +/- 0.0121, N = 3SE +/- 0.0091, N = 3SE +/- 0.0110, N = 316.480512.846312.817610.95647.87296.8229MIN: 15.69 / MAX: 16.79MIN: 12.78 / MAX: 12.97MIN: 12.75 / MAX: 12.93MIN: 10.87 / MAX: 11.08MIN: 7.82 / MAX: 7.99MIN: 6.78 / MAX: 6.91

Embree

Binary: Pathtracer ISPC - Model: Crown

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.9.0Binary: Pathtracer ISPC - Model: CrownXeon Gold 6226RXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R48121620SE +/- 0.0075, N = 3SE +/- 0.0435, N = 3SE +/- 0.0080, N = 3SE +/- 0.0926, N = 3SE +/- 0.0084, N = 3SE +/- 0.0238, N = 317.367714.711111.67149.83908.12936.8503MIN: 17.24 / MAX: 17.57MIN: 14.53 / MAX: 14.9MIN: 11.59 / MAX: 11.81MIN: 9.64 / MAX: 10.14MIN: 8.08 / MAX: 8.24MIN: 6.79 / MAX: 6.97

Embree

Binary: Pathtracer - Model: Asian Dragon

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.9.0Binary: Pathtracer - Model: Asian DragonXeon Gold 6226RXeon Silver 4216Xeon Gold 5218Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R510152025SE +/- 0.0692, N = 3SE +/- 0.0721, N = 3SE +/- 0.0351, N = 3SE +/- 0.1144, N = 3SE +/- 0.0396, N = 3SE +/- 0.0518, N = 319.297015.360015.309112.80539.36568.2330MIN: 19.13 / MAX: 19.55MIN: 15.23 / MAX: 15.58MIN: 15.21 / MAX: 15.43MIN: 12.34 / MAX: 13.05MIN: 9.27 / MAX: 9.48MIN: 8.15 / MAX: 8.41

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 5218Xeon Silver 4216Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R48121620SE +/- 0.0287, N = 3SE +/- 0.0247, N = 3SE +/- 0.0085, N = 3SE +/- 0.0132, N = 3SE +/- 0.0206, N = 3SE +/- 0.0104, N = 318.050114.469814.457112.15868.77907.6833MIN: 17.96 / MAX: 18.23MIN: 14.39 / MAX: 14.61MIN: 14.4 / MAX: 14.55MIN: 12.11 / MAX: 12.25MIN: 8.72 / MAX: 8.87MIN: 7.65 / MAX: 7.75

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 5218Xeon Silver 4216Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R510152025SE +/- 0.1772, N = 3SE +/- 0.1314, N = 3SE +/- 0.0815, N = 3SE +/- 0.0779, N = 3SE +/- 0.0511, N = 3SE +/- 0.0844, N = 322.480119.960915.925313.490510.75899.2567MIN: 22.23 / MAX: 22.99MIN: 19.67 / MAX: 20.33MIN: 15.72 / MAX: 16.1MIN: 13.33 / MAX: 13.73MIN: 10.66 / MAX: 10.93MIN: 9.07 / MAX: 9.48

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 5218Xeon Silver 4216Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R510152025SE +/- 0.0570, N = 3SE +/- 0.0265, N = 3SE +/- 0.0459, N = 3SE +/- 0.0209, N = 3SE +/- 0.0081, N = 3SE +/- 0.0315, N = 320.168217.545514.111612.15129.65488.2316MIN: 19.99 / MAX: 20.39MIN: 17.45 / MAX: 17.71MIN: 13.98 / MAX: 14.25MIN: 12.09 / MAX: 12.27MIN: 9.61 / MAX: 9.75MIN: 8.15 / MAX: 8.33

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 5218Xeon Silver 4216Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R1.01992.03983.05974.07965.0995SE +/- 0.023, N = 3SE +/- 0.010, N = 3SE +/- 0.011, N = 3SE +/- 0.004, N = 3SE +/- 0.001, N = 3SE +/- 0.005, N = 34.5333.4983.4913.2402.5492.2671. (CXX) g++ options: -O3 -fcommon -fPIE -fPIC -pie

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 5218Xeon Silver 4216Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R816243240SE +/- 0.17, N = 3SE +/- 0.16, N = 3SE +/- 0.04, N = 3SE +/- 0.05, N = 3SE +/- 0.06, N = 3SE +/- 0.06, N = 336.3928.8628.1526.6721.4219.351. (CXX) g++ options: -O3 -fcommon -fPIE -fPIC -pie

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 5218Xeon Silver 4216Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R20406080100SE +/- 0.12, N = 3SE +/- 0.10, N = 3SE +/- 0.09, N = 3SE +/- 0.06, N = 3SE +/- 0.11, N = 3SE +/- 0.09, N = 374.9257.3456.8949.7536.9633.061. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt

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 5218Xeon Silver 4216Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R60120180240300SE +/- 0.86, N = 3SE +/- 2.74, N = 12SE +/- 2.44, N = 12SE +/- 1.75, N = 10SE +/- 1.07, N = 3SE +/- 0.50, N = 3267.74223.05213.99188.03116.57107.671. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

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 5218Xeon Silver 4216Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R60120180240300SE +/- 1.26, N = 3SE +/- 0.30, N = 3SE +/- 0.51, N = 3SE +/- 0.33, N = 3SE +/- 0.47, N = 3SE +/- 0.34, N = 3274.86229.86223.77196.51126.17115.031. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

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 5218Xeon Silver 4216Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R50100150200250SE +/- 0.63, N = 3SE +/- 0.12, N = 3SE +/- 0.98, N = 3SE +/- 0.53, N = 3SE +/- 0.18, N = 3SE +/- 0.20, N = 3207.73174.84168.49149.6792.2783.471. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

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 Gold 5218Xeon Silver 4214RXeon Silver 421648121620SE +/- 0.03, N = 3SE +/- 0.19, N = 3SE +/- 0.02, N = 3SE +/- 0.07, N = 3SE +/- 0.12, N = 3SE +/- 0.03, N = 316.5716.3916.1914.5214.3112.971. (CXX) g++ options: -m64 -lm -lpthread -O3 -fPIC -U_FORTIFY_SOURCE -std=c++11

x264

H.264 Video Encoding

OpenBenchmarking.orgFrames Per Second, More Is Betterx264 2019-12-17H.264 Video EncodingXeon Gold 6226RXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R20406080100SE +/- 0.27, N = 3SE +/- 0.76, N = 3SE +/- 0.26, N = 3SE +/- 0.88, N = 3SE +/- 0.73, N = 3SE +/- 0.34, N = 3110.6193.6077.1775.1359.2851.971. (CC) gcc options: -ldl -lavformat -lavcodec -lavutil -lswscale -m64 -lm -lpthread -O3 -ffast-math -std=gnu99 -fPIC -fomit-frame-pointer -fno-tree-vectorize

x265

H.265 1080p Video Encoding

OpenBenchmarking.orgFrames Per Second, More Is Betterx265 3.1.2H.265 1080p Video EncodingXeon Gold 6226RXeon Gold 5218Xeon Silver 4214RXeon Gold 5217Xeon Silver 4216Xeon Silver 4215R1122334455SE +/- 0.26, N = 3SE +/- 0.09, N = 3SE +/- 0.15, N = 3SE +/- 0.25, N = 3SE +/- 0.12, N = 3SE +/- 0.17, N = 349.0341.8940.3037.8836.7436.231. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

High Performance Conjugate Gradient

OpenBenchmarking.orgGFLOP/s, More Is BetterHigh Performance Conjugate Gradient 3.1Xeon Gold 6226RXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R3691215SE +/- 0.15767, N = 3SE +/- 0.04105, N = 3SE +/- 0.05127, N = 3SE +/- 0.03720, N = 3SE +/- 0.10991, N = 3SE +/- 0.06727, N = 311.5069010.466709.713428.835067.319726.686121. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -pthread -lmpi_cxx -lmpi

ACES DGEMM

Sustained Floating-Point Rate

OpenBenchmarking.orgGFLOP/s, More Is BetterACES DGEMM 1.0Sustained Floating-Point RateXeon Gold 6226RXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R1.23412.46823.70234.93646.1705SE +/- 0.072656, N = 15SE +/- 0.033031, N = 3SE +/- 0.047059, N = 15SE +/- 0.044481, N = 15SE +/- 0.007863, N = 3SE +/- 0.023629, N = 35.4850694.7406374.4817933.4921212.1335262.0449691. (CC) gcc options: -O3 -march=native -fopenmp

ArrayFire

Test: BLAS CPU

OpenBenchmarking.orgGFLOPS, More Is BetterArrayFire 3.7Test: BLAS CPUXeon Gold 6226RXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R400800120016002000SE +/- 24.61, N = 3SE +/- 12.27, N = 3SE +/- 5.79, N = 15SE +/- 7.70, N = 3SE +/- 4.82, N = 12SE +/- 3.57, N = 31962.46972.60740.13627.85570.34455.821. (CXX) g++ options: -rdynamic

Intel Open Image Denoise

Scene: Memorial

OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 1.2.0Scene: MemorialXeon Gold 6226RXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R612182430SE +/- 0.12, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.06, N = 325.2218.0314.5612.5910.899.21

OpenVKL

Benchmark: vklBenchmark

OpenBenchmarking.orgItems / Sec, More Is BetterOpenVKL 0.9Benchmark: vklBenchmarkXeon Gold 6226RXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R50100150200250SE +/- 0.62, N = 3SE +/- 0.24, N = 3SE +/- 0.76, N = 3SE +/- 0.20, N = 3SE +/- 0.16, N = 3SE +/- 0.22, N = 3213.11179.69150.04131.61110.0698.39MIN: 1 / MAX: 903MIN: 1 / MAX: 776MIN: 1 / MAX: 605MIN: 1 / MAX: 547MIN: 1 / MAX: 468MIN: 1 / MAX: 392

GraphicsMagick

Operation: Swirl

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.33Operation: SwirlXeon Gold 6226RXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Silver 4215RXeon Gold 5217120240360480600SE +/- 3.67, N = 3SE +/- 0.33, N = 35744724523723032941. (CC) gcc options: -fopenmp -O2 -pthread -ljbig -lwebp -lwebpmux -ltiff -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -llzma -lbz2 -lxml2 -lz -lm -lpthread

GraphicsMagick

Operation: Rotate

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.33Operation: RotateXeon Gold 5217Xeon Gold 6226RXeon Gold 5218Xeon Silver 4214RXeon Silver 4216Xeon Silver 4215R160320480640800SE +/- 4.73, N = 3SE +/- 5.90, N = 3SE +/- 10.79, N = 3SE +/- 8.50, N = 3SE +/- 8.50, N = 3SE +/- 10.67, N = 127607527356275965391. (CC) gcc options: -fopenmp -O2 -pthread -ljbig -lwebp -lwebpmux -ltiff -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -llzma -lbz2 -lxml2 -lz -lm -lpthread

GraphicsMagick

Operation: Sharpen

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.33Operation: SharpenXeon Gold 6226RXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Silver 4215RXeon Gold 52174080120160200SE +/- 0.58, N = 3SE +/- 0.33, N = 3SE +/- 0.58, N = 3SE +/- 0.33, N = 319315314812396951. (CC) gcc options: -fopenmp -O2 -pthread -ljbig -lwebp -lwebpmux -ltiff -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -llzma -lbz2 -lxml2 -lz -lm -lpthread

GraphicsMagick

Operation: Enhanced

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.33Operation: EnhancedXeon Gold 6226RXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Silver 4215RXeon Gold 521770140210280350SE +/- 0.33, N = 3SE +/- 0.33, N = 33092472381981601531. (CC) gcc options: -fopenmp -O2 -pthread -ljbig -lwebp -lwebpmux -ltiff -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -llzma -lbz2 -lxml2 -lz -lm -lpthread

GraphicsMagick

Operation: Resizing

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.33Operation: ResizingXeon Gold 6226RXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R30060090012001500SE +/- 3.18, N = 3SE +/- 2.40, N = 3SE +/- 1.20, N = 3SE +/- 1.76, N = 3SE +/- 0.88, N = 3SE +/- 2.08, N = 31329110310368307166401. (CC) gcc options: -fopenmp -O2 -pthread -ljbig -lwebp -lwebpmux -ltiff -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -llzma -lbz2 -lxml2 -lz -lm -lpthread

GraphicsMagick

Operation: Noise-Gaussian

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.33Operation: Noise-GaussianXeon Gold 6226RXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Silver 4215RXeon Gold 521770140210280350SE +/- 0.33, N = 3SE +/- 0.33, N = 33312842702351981901. (CC) gcc options: -fopenmp -O2 -pthread -ljbig -lwebp -lwebpmux -ltiff -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -llzma -lbz2 -lxml2 -lz -lm -lpthread

GraphicsMagick

Operation: HWB Color Space

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.33Operation: HWB Color SpaceXeon Gold 6226RXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R2004006008001000SE +/- 2.33, N = 3SE +/- 0.88, N = 3SE +/- 1.73, N = 3SE +/- 2.91, N = 39358908137797557481. (CC) gcc options: -fopenmp -O2 -pthread -ljbig -lwebp -lwebpmux -ltiff -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -llzma -lbz2 -lxml2 -lz -lm -lpthread

Coremark

CoreMark Size 666 - Iterations Per Second

OpenBenchmarking.orgIterations/Sec, More Is BetterCoremark 1.0CoreMark Size 666 - Iterations Per SecondXeon Gold 6226RXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Silver 4215RXeon Gold 5217120K240K360K480K600KSE +/- 3949.85, N = 3SE +/- 506.08, N = 3SE +/- 1918.86, N = 3SE +/- 406.37, N = 3SE +/- 1654.33, N = 3SE +/- 273.07, N = 3576535.12447418.01429816.49359121.08293875.29280653.051. (CC) gcc options: -O2 -lrt" -lrt

Aircrack-ng

OpenBenchmarking.orgk/s, More Is BetterAircrack-ng 1.5.2Xeon Gold 6226RXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Silver 4215RXeon Gold 521711K22K33K44K55KSE +/- 26.51, N = 3SE +/- 8.59, N = 3SE +/- 24.96, N = 3SE +/- 11.79, N = 3SE +/- 2.65, N = 3SE +/- 3.21, N = 349602.0142837.2441283.0534428.9027540.8626000.191. (CXX) g++ options: -O3 -fvisibility=hidden -masm=intel -fcommon -rdynamic -lpthread -lz -lcrypto -lhwloc -ldl -lm -pthread

Chaos Group V-RAY

Mode: CPU

OpenBenchmarking.orgKsamples, More Is BetterChaos Group V-RAY 4.10.07Mode: CPUXeon Gold 6226RXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R5K10K15K20K25KSE +/- 142.52, N = 3SE +/- 111.97, N = 3SE +/- 97.28, N = 3SE +/- 14.43, N = 3SE +/- 22.17, N = 3SE +/- 31.64, N = 321428170701704814543105759264

Xsbench

OpenBenchmarking.orgLookups/s, More Is BetterXsbench 2017-07-06Xeon Gold 6226RXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R900K1800K2700K3600K4500KSE +/- 11813.79, N = 3SE +/- 12068.92, N = 3SE +/- 10041.13, N = 3SE +/- 7314.69, N = 3SE +/- 6660.13, N = 3SE +/- 154.60, N = 34388563417536941395003167404219150320562461. (CC) gcc options: -std=gnu99 -fopenmp -O3 -lm

BYTE Unix Benchmark

Computational Test: Dhrystone 2

OpenBenchmarking.orgLPS, More Is BetterBYTE Unix Benchmark 3.6Computational Test: Dhrystone 2Xeon Silver 4215RXeon Gold 5218Xeon Gold 6226RXeon Gold 5217Xeon Silver 4214RXeon Silver 42168M16M24M32M40MSE +/- 9913.85, N = 3SE +/- 102765.21, N = 3SE +/- 45411.60, N = 3SE +/- 359919.23, N = 3SE +/- 69079.93, N = 3SE +/- 72200.12, N = 339128687.037921577.737869022.635732349.734107230.231189391.4

IndigoBench

Scene: Bedroom

OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.0.64Scene: BedroomXeon Gold 6226RXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Silver 4215RXeon Gold 52170.46890.93781.40671.87562.3445SE +/- 0.007, N = 3SE +/- 0.001, N = 3SE +/- 0.003, N = 3SE +/- 0.001, N = 3SE +/- 0.001, N = 3SE +/- 0.001, N = 32.0841.8131.7491.4241.0491.034

IndigoBench

Scene: Supercar

OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.0.64Scene: SupercarXeon Gold 6226RXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Silver 4215RXeon Gold 52171.0962.1923.2884.3845.48SE +/- 0.023, N = 3SE +/- 0.003, N = 3SE +/- 0.009, N = 3SE +/- 0.003, N = 3SE +/- 0.001, N = 3SE +/- 0.000, N = 34.8714.3054.1493.3672.4412.425

IOR

Write Test

OpenBenchmarking.orgMB/s, More Is BetterIOR 3.2.1Write TestXeon Gold 5217Xeon Gold 6226RXeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 4216400800120016002000SE +/- 17.20, N = 3SE +/- 4.36, N = 3SE +/- 10.57, N = 3SE +/- 13.21, N = 3SE +/- 8.52, N = 3SE +/- 16.02, N = 31689.881626.731614.721558.381538.461465.05MIN: 803.23 / MAX: 1926.98MIN: 990.59 / MAX: 1911MIN: 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

IOR

Read Test

OpenBenchmarking.orgMB/s, More Is BetterIOR 3.2.1Read TestXeon Gold 5217Xeon Gold 6226RXeon Silver 4215RXeon Gold 5218Xeon Silver 4214RXeon Silver 421630060090012001500SE +/- 1.90, N = 3SE +/- 3.74, N = 3SE +/- 16.12, N = 3SE +/- 2.92, N = 3SE +/- 0.30, N = 3SE +/- 13.63, N = 31399.011390.281379.501364.301359.461333.06MIN: 974.75 / MAX: 1507.46MIN: 1068.88 / MAX: 1499.5MIN: 909.01 / MAX: 1511.22MIN: 916.92 / MAX: 1475.23MIN: 931.44 / MAX: 1487.54MIN: 884.71 / MAX: 1471.961. (CC) gcc options: -O2 -lm -pthread -lmpi

RAMspeed SMP

Type: Add - Benchmark: Integer

OpenBenchmarking.orgMB/s, More Is BetterRAMspeed SMP 3.5.0Type: Add - Benchmark: IntegerXeon Gold 6226RXeon Silver 4216Xeon Gold 5218Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R6K12K18K24K30KSE +/- 22.18, N = 3SE +/- 19.14, N = 3SE +/- 59.47, N = 3SE +/- 13.45, N = 3SE +/- 71.03, N = 3SE +/- 30.87, N = 328628.2827695.4527481.1027296.2027009.8825039.701. (CC) gcc options: -O3 -march=native

RAMspeed SMP

Type: Copy - Benchmark: Integer

OpenBenchmarking.orgMB/s, More Is BetterRAMspeed SMP 3.5.0Type: Copy - Benchmark: IntegerXeon Gold 6226RXeon Silver 4216Xeon Gold 5218Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R6K12K18K24K30KSE +/- 57.75, N = 3SE +/- 4.47, N = 3SE +/- 16.51, N = 3SE +/- 58.97, N = 3SE +/- 199.30, N = 3SE +/- 67.04, N = 329128.0728234.1728152.7527590.2427294.8925111.521. (CC) gcc options: -O3 -march=native

RAMspeed SMP

Type: Scale - Benchmark: Integer

OpenBenchmarking.orgMB/s, More Is BetterRAMspeed SMP 3.5.0Type: Scale - Benchmark: IntegerXeon Gold 6226RXeon Silver 4216Xeon Gold 5217Xeon Silver 4214RXeon Gold 5218Xeon Silver 4215R6K12K18K24K30KSE +/- 26.93, N = 3SE +/- 9.81, N = 3SE +/- 53.13, N = 3SE +/- 122.96, N = 3SE +/- 10.50, N = 3SE +/- 48.01, N = 327638.1927088.2826571.8426383.7226154.7824223.981. (CC) gcc options: -O3 -march=native

RAMspeed SMP

Type: Triad - Benchmark: Integer

OpenBenchmarking.orgMB/s, More Is BetterRAMspeed SMP 3.5.0Type: Triad - Benchmark: IntegerXeon Gold 6226RXeon Silver 4216Xeon Gold 5217Xeon Silver 4214RXeon Gold 5218Xeon Silver 4215R6K12K18K24K30KSE +/- 48.80, N = 3SE +/- 35.58, N = 3SE +/- 108.91, N = 3SE +/- 117.53, N = 3SE +/- 70.64, N = 3SE +/- 133.60, N = 327182.3126901.0226460.5426382.4526360.9324472.711. (CC) gcc options: -O3 -march=native

RAMspeed SMP

Type: Average - Benchmark: Integer

OpenBenchmarking.orgMB/s, More Is BetterRAMspeed SMP 3.5.0Type: Average - Benchmark: IntegerXeon Gold 6226RXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R6K12K18K24K30KSE +/- 133.59, N = 3SE +/- 9.50, N = 3SE +/- 34.71, N = 3SE +/- 23.22, N = 3SE +/- 36.79, N = 3SE +/- 149.47, N = 328037.3327582.1527483.6427010.8226678.0524754.771. (CC) gcc options: -O3 -march=native

Stream

Type: Copy

OpenBenchmarking.orgMB/s, More Is BetterStream 2013-01-17Type: CopyXeon Gold 6226RXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R20K40K60K80K100KSE +/- 165.80, N = 5SE +/- 148.23, N = 5SE +/- 97.17, N = 5SE +/- 234.57, N = 5SE +/- 68.21, N = 5SE +/- 81.29, N = 596673.992767.687041.378292.275198.068175.61. (CC) gcc options: -O3 -march=native -fopenmp

Stream

Type: Scale

OpenBenchmarking.orgMB/s, More Is BetterStream 2013-01-17Type: ScaleXeon Gold 6226RXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R15K30K45K60K75KSE +/- 115.88, N = 5SE +/- 128.46, N = 5SE +/- 34.68, N = 5SE +/- 86.53, N = 5SE +/- 29.14, N = 5SE +/- 57.92, N = 570932.367347.362183.259489.056418.051686.81. (CC) gcc options: -O3 -march=native -fopenmp

Stream

Type: Triad

OpenBenchmarking.orgMB/s, More Is BetterStream 2013-01-17Type: TriadXeon Gold 6226RXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R20K40K60K80K100KSE +/- 153.12, N = 5SE +/- 160.45, N = 5SE +/- 19.62, N = 5SE +/- 114.88, N = 5SE +/- 39.62, N = 5SE +/- 52.37, N = 579605.675793.869885.466381.061936.656590.61. (CC) gcc options: -O3 -march=native -fopenmp

Stream

Type: Add

OpenBenchmarking.orgMB/s, More Is BetterStream 2013-01-17Type: AddXeon Gold 6226RXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R20K40K60K80K100KSE +/- 160.52, N = 5SE +/- 158.56, N = 5SE +/- 21.29, N = 5SE +/- 114.25, N = 5SE +/- 44.25, N = 5SE +/- 52.52, N = 579458.275641.669756.466287.961877.556532.81. (CC) gcc options: -O3 -march=native -fopenmp

C-Blosc

Compressor: blosclz

OpenBenchmarking.orgMB/s, More Is BetterC-Blosc 2.0 Beta 5Compressor: blosclzXeon Gold 5217Xeon Gold 6226RXeon Silver 4214RXeon Gold 5218Xeon Silver 4215RXeon Silver 421616003200480064008000SE +/- 55.26, N = 3SE +/- 86.93, N = 3SE +/- 74.27, N = 3SE +/- 36.56, N = 3SE +/- 7.56, N = 3SE +/- 23.54, N = 37334.67294.47197.37173.37140.36639.91. (CXX) g++ options: -rdynamic

Zstd Compression

Compression Level: 3

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.5Compression Level: 3Xeon Gold 6226RXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R11002200330044005500SE +/- 17.47, N = 3SE +/- 21.40, N = 3SE +/- 23.18, N = 3SE +/- 7.00, N = 3SE +/- 17.42, N = 3SE +/- 20.08, N = 35175.74935.64787.34341.53734.03531.21. (CC) gcc options: -O3 -pthread -lz -llzma

Zstd Compression

Compression Level: 19

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.5Compression Level: 19Xeon Gold 6226RXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R20406080100SE +/- 0.21, N = 3SE +/- 0.52, N = 3SE +/- 0.49, N = 3SE +/- 0.44, N = 3SE +/- 0.07, N = 3SE +/- 0.12, N = 380.675.974.459.444.241.61. (CC) gcc options: -O3 -pthread -lz -llzma

libjpeg-turbo tjbench

Test: Decompression Throughput

OpenBenchmarking.orgMegapixels/sec, More Is Betterlibjpeg-turbo tjbench 2.0.2Test: Decompression ThroughputXeon Silver 4215RXeon Gold 5218Xeon Gold 6226RXeon Gold 5217Xeon Silver 4214RXeon Silver 42164080120160200SE +/- 0.64, N = 3SE +/- 0.72, N = 3SE +/- 0.81, N = 3SE +/- 0.30, N = 3SE +/- 0.49, N = 3SE +/- 0.19, N = 3180.92176.22176.12168.14157.70145.161. (CC) gcc options: -O3 -rdynamic

FFTE

N=256, 3D Complex FFT Routine

OpenBenchmarking.orgMFLOPS, More Is BetterFFTE 7.0N=256, 3D Complex FFT RoutineXeon Gold 6226RXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Silver 4215RXeon Gold 521715K30K45K60K75KSE +/- 86.41, N = 3SE +/- 133.48, N = 3SE +/- 164.53, N = 3SE +/- 128.93, N = 3SE +/- 35.97, N = 3SE +/- 61.02, N = 369293.3361107.5559157.3549970.3939705.8138913.651. (F9X) gfortran options: -O3 -fomit-frame-pointer -fopenmp

FFTW

Build: Stock - Size: 1D FFT Size 32

OpenBenchmarking.orgMflops, More Is BetterFFTW 3.3.6Build: Stock - Size: 1D FFT Size 32Xeon Silver 4215RXeon Gold 6226RXeon Gold 5217Xeon Gold 5218Xeon Silver 4214RXeon Silver 42162K4K6K8K10KSE +/- 108.94, N = 3SE +/- 29.54, N = 3SE +/- 66.32, N = 15SE +/- 283.76, N = 15SE +/- 98.11, N = 4SE +/- 47.90, N = 37985.07945.07477.67362.46906.06157.61. (CC) gcc options: -pthread -O3 -fomit-frame-pointer -mtune=native -malign-double -fstrict-aliasing -fno-schedule-insns -ffast-math -lm

FFTW

Build: Stock - Size: 1D FFT Size 4096

OpenBenchmarking.orgMflops, More Is BetterFFTW 3.3.6Build: Stock - Size: 1D FFT Size 4096Xeon Silver 4215RXeon Gold 6226RXeon Gold 5218Xeon Gold 5217Xeon Silver 4214RXeon Silver 421615003000450060007500SE +/- 44.94, N = 3SE +/- 24.94, N = 3SE +/- 26.52, N = 3SE +/- 45.82, N = 3SE +/- 28.46, N = 3SE +/- 20.29, N = 37107.76997.86953.86609.56249.45726.41. (CC) gcc options: -pthread -O3 -fomit-frame-pointer -mtune=native -malign-double -fstrict-aliasing -fno-schedule-insns -ffast-math -lm

FFTW

Build: Stock - Size: 2D FFT Size 4096

OpenBenchmarking.orgMflops, More Is BetterFFTW 3.3.6Build: Stock - Size: 2D FFT Size 4096Xeon Gold 6226RXeon Silver 4215RXeon Gold 5218Xeon Gold 5217Xeon Silver 4214RXeon Silver 421610002000300040005000SE +/- 8.45, N = 3SE +/- 25.81, N = 3SE +/- 13.61, N = 3SE +/- 34.36, N = 3SE +/- 13.86, N = 3SE +/- 14.09, N = 34449.34321.94300.64123.83964.33726.41. (CC) gcc options: -pthread -O3 -fomit-frame-pointer -mtune=native -malign-double -fstrict-aliasing -fno-schedule-insns -ffast-math -lm

FFTW

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

OpenBenchmarking.orgMflops, More Is BetterFFTW 3.3.6Build: Float + SSE - Size: 1D FFT Size 32Xeon Silver 4215RXeon Gold 6226RXeon Gold 5217Xeon Gold 5218Xeon Silver 4214RXeon Silver 42163K6K9K12K15KSE +/- 60.64, N = 3SE +/- 145.35, N = 3SE +/- 16.83, N = 3SE +/- 405.26, N = 12SE +/- 9.29, N = 3SE +/- 96.71, N = 1513032.012491.011977.011943.511268.010612.01. (CC) gcc options: -pthread -O3 -fomit-frame-pointer -mtune=native -malign-double -fstrict-aliasing -fno-schedule-insns -ffast-math -lm

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 Silver 4215RXeon Gold 5218Xeon Gold 5217Xeon Silver 4214RXeon Silver 421612K24K36K48K60KSE +/- 43.18, N = 3SE +/- 441.98, N = 3SE +/- 618.83, N = 3SE +/- 449.86, N = 12SE +/- 57.92, N = 3SE +/- 891.01, N = 155829049676441004307630283277051. (CC) gcc options: -pthread -O3 -fomit-frame-pointer -mtune=native -malign-double -fstrict-aliasing -fno-schedule-insns -ffast-math -lm

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 Silver 4215RXeon Gold 5217Xeon Gold 5218Xeon Silver 4216Xeon Silver 4214R3K6K9K12K15KSE +/- 204.03, N = 3SE +/- 22.48, N = 3SE +/- 107.74, N = 3SE +/- 16.33, N = 3SE +/- 134.80, N = 9SE +/- 173.32, N = 31421712142119371183810905106881. (CC) gcc options: -pthread -O3 -fomit-frame-pointer -mtune=native -malign-double -fstrict-aliasing -fno-schedule-insns -ffast-math -lm

LuaJIT

Test: Composite

OpenBenchmarking.orgMflops, More Is BetterLuaJIT 2.1-gitTest: CompositeXeon Gold 5218Xeon Gold 6226RXeon Gold 5217Xeon Silver 4216Xeon Silver 4215RXeon Silver 4214R30060090012001500SE +/- 2.53, N = 3SE +/- 1.71, N = 3SE +/- 1.21, N = 3SE +/- 0.91, N = 3SE +/- 10.81, N = 15SE +/- 17.14, N = 151413.361407.071292.881181.881171.29983.691. (CC) gcc options: -lm -ldl -O2 -fomit-frame-pointer -U_FORTIFY_SOURCE -fno-stack-protector

LuaJIT

Test: Monte Carlo

OpenBenchmarking.orgMflops, More Is BetterLuaJIT 2.1-gitTest: Monte CarloXeon Silver 4215RXeon Gold 6226RXeon Gold 5218Xeon Gold 5217Xeon Silver 4214RXeon Silver 4216100200300400500SE +/- 0.14, N = 3SE +/- 0.26, N = 3SE +/- 0.10, N = 3SE +/- 0.33, N = 3SE +/- 2.54, N = 3SE +/- 0.15, N = 3481.21469.65469.00444.83418.09385.061. (CC) gcc options: -lm -ldl -O2 -fomit-frame-pointer -U_FORTIFY_SOURCE -fno-stack-protector

LuaJIT

Test: Fast Fourier Transform

OpenBenchmarking.orgMflops, More Is BetterLuaJIT 2.1-gitTest: Fast Fourier TransformXeon Gold 5218Xeon Gold 6226RXeon Silver 4216Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R110220330440550SE +/- 2.60, N = 3SE +/- 3.04, N = 3SE +/- 1.47, N = 3SE +/- 95.95, N = 3SE +/- 1.13, N = 3SE +/- 1.33, N = 3521.62501.44460.12318.10312.67305.831. (CC) gcc options: -lm -ldl -O2 -fomit-frame-pointer -U_FORTIFY_SOURCE -fno-stack-protector

LuaJIT

Test: Sparse Matrix Multiply

OpenBenchmarking.orgMflops, More Is BetterLuaJIT 2.1-gitTest: Sparse Matrix MultiplyXeon Gold 5218Xeon Gold 6226RXeon Silver 4215RXeon Gold 5217Xeon Silver 4216Xeon Silver 4214R30060090012001500SE +/- 0.69, N = 3SE +/- 7.98, N = 3SE +/- 18.87, N = 3SE +/- 1.78, N = 3SE +/- 1.23, N = 3SE +/- 54.00, N = 31249.601244.441185.251150.341033.95909.381. (CC) gcc options: -lm -ldl -O2 -fomit-frame-pointer -U_FORTIFY_SOURCE -fno-stack-protector

LuaJIT

Test: Dense LU Matrix Factorization

OpenBenchmarking.orgMflops, More Is BetterLuaJIT 2.1-gitTest: Dense LU Matrix FactorizationXeon Gold 5218Xeon Gold 6226RXeon Gold 5217Xeon Silver 4216Xeon Silver 4215RXeon Silver 4214R7001400210028003500SE +/- 10.17, N = 3SE +/- 13.07, N = 3SE +/- 6.18, N = 3SE +/- 2.68, N = 3SE +/- 208.73, N = 3SE +/- 473.47, N = 33362.653354.533167.842828.082465.442118.101. (CC) gcc options: -lm -ldl -O2 -fomit-frame-pointer -U_FORTIFY_SOURCE -fno-stack-protector

LuaJIT

Test: Jacobi Successive Over-Relaxation

OpenBenchmarking.orgMflops, More Is BetterLuaJIT 2.1-gitTest: Jacobi Successive Over-RelaxationXeon Silver 4215RXeon Gold 6226RXeon Gold 5218Xeon Gold 5217Xeon Silver 4214RXeon Silver 421630060090012001500SE +/- 0.16, N = 3SE +/- 0.24, N = 3SE +/- 0.53, N = 3SE +/- 0.53, N = 3SE +/- 9.37, N = 3SE +/- 0.51, N = 31499.391465.321463.941388.741302.421202.171. (CC) gcc options: -lm -ldl -O2 -fomit-frame-pointer -U_FORTIFY_SOURCE -fno-stack-protector

SciMark

Computational Test: Composite

OpenBenchmarking.orgMflops, More Is BetterSciMark 2.0Computational Test: CompositeXeon Gold 5218Xeon Gold 6226RXeon Silver 4215RXeon Gold 5217Xeon Silver 4214RXeon Silver 4216130260390520650SE +/- 0.13, N = 3SE +/- 0.17, N = 3SE +/- 0.10, N = 3SE +/- 0.13, N = 3SE +/- 2.83, N = 3SE +/- 0.17, N = 3619.92615.95610.08570.10524.84512.761. (CC) gcc options: -lm

SciMark

Computational Test: Monte Carlo

OpenBenchmarking.orgMflops, More Is BetterSciMark 2.0Computational Test: Monte CarloXeon Silver 4215RXeon Gold 5218Xeon Gold 6226RXeon Gold 5217Xeon Silver 4214RXeon Silver 4216306090120150SE +/- 0.05, N = 3SE +/- 0.12, N = 3SE +/- 0.07, N = 3SE +/- 0.03, N = 3SE +/- 9.65, N = 3SE +/- 0.04, N = 3134.13130.66130.66123.99107.46107.211. (CC) gcc options: -lm

SciMark

Computational Test: Fast Fourier Transform

OpenBenchmarking.orgMflops, More Is BetterSciMark 2.0Computational Test: Fast Fourier TransformXeon Gold 5218Xeon Gold 6226RXeon Silver 4216Xeon Gold 5217Xeon Silver 4215RXeon Silver 4214R60120180240300SE +/- 0.21, N = 3SE +/- 0.34, N = 3SE +/- 0.52, N = 3SE +/- 0.25, N = 3SE +/- 0.56, N = 3SE +/- 2.63, N = 3273.55255.24242.03175.14168.94154.171. (CC) gcc options: -lm

SciMark

Computational Test: Sparse Matrix Multiply

OpenBenchmarking.orgMflops, More Is BetterSciMark 2.0Computational Test: Sparse Matrix MultiplyXeon Silver 4215RXeon Gold 5218Xeon Gold 6226RXeon Gold 5217Xeon Silver 4214RXeon Silver 4216150300450600750SE +/- 0.49, N = 3SE +/- 0.09, N = 3SE +/- 0.09, N = 3SE +/- 0.15, N = 3SE +/- 3.24, N = 3SE +/- 0.11, N = 3716.66706.74706.35665.71620.97581.341. (CC) gcc options: -lm

SciMark

Computational Test: Dense LU Matrix Factorization

OpenBenchmarking.orgMflops, More Is BetterSciMark 2.0Computational Test: Dense LU Matrix FactorizationXeon Silver 4215RXeon Gold 5218Xeon Gold 6226RXeon Gold 5217Xeon Silver 4214RXeon Silver 42162004006008001000SE +/- 0.54, N = 3SE +/- 0.35, N = 3SE +/- 0.76, N = 3SE +/- 0.37, N = 3SE +/- 4.17, N = 3SE +/- 0.17, N = 3899.45884.48883.16838.60757.99727.771. (CC) gcc options: -lm

SciMark

Computational Test: Jacobi Successive Over-Relaxation

OpenBenchmarking.orgMflops, More Is BetterSciMark 2.0Computational Test: Jacobi Successive Over-RelaxationXeon Silver 4215RXeon Gold 6226RXeon Gold 5218Xeon Gold 5217Xeon Silver 4214RXeon Silver 42162004006008001000SE +/- 0.20, N = 3SE +/- 0.15, N = 3SE +/- 0.11, N = 3SE +/- 0.62, N = 3SE +/- 2.84, N = 3SE +/- 0.30, N = 31131.251104.321104.161047.06983.61905.431. (CC) gcc options: -lm

Himeno Benchmark

Poisson Pressure Solver

OpenBenchmarking.orgMFLOPS, More Is BetterHimeno Benchmark 3.0Poisson Pressure SolverXeon Gold 6226RXeon Gold 5218Xeon Silver 4215RXeon Gold 5217Xeon Silver 4214RXeon Silver 42167001400210028003500SE +/- 2.35, N = 3SE +/- 4.25, N = 3SE +/- 3.17, N = 3SE +/- 1.38, N = 3SE +/- 2.78, N = 3SE +/- 1.03, N = 33309.283303.523266.583076.172954.552726.961. (CC) gcc options: -O3 -mavx2

Botan

Test: KASUMI

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.13.0Test: KASUMIXeon Silver 4215RXeon Gold 6226RXeon Gold 5218Xeon Gold 5217Xeon Silver 4214RXeon Silver 421620406080100SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.10, N = 3SE +/- 0.08, N = 3SE +/- 0.08, N = 3SE +/- 0.03, N = 388.2185.8285.5981.5777.0570.311. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt

Botan

Test: AES-256

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.13.0Test: AES-256Xeon Silver 4215RXeon Gold 6226RXeon Gold 5218Xeon Gold 5217Xeon Silver 4214RXeon Silver 42168001600240032004000SE +/- 7.78, N = 3SE +/- 1.16, N = 3SE +/- 32.36, N = 3SE +/- 1.19, N = 3SE +/- 2.70, N = 3SE +/- 4.64, N = 33820.803730.273691.483547.253343.583060.031. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt

Botan

Test: Twofish

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.13.0Test: TwofishXeon Silver 4215RXeon Gold 5218Xeon Gold 6226RXeon Gold 5217Xeon Silver 4214RXeon Silver 421680160240320400SE +/- 0.36, N = 3SE +/- 0.11, N = 3SE +/- 0.21, N = 3SE +/- 0.32, N = 3SE +/- 0.67, N = 3SE +/- 0.35, N = 3349.69341.16340.95323.69304.69279.461. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt

Botan

Test: Blowfish

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.13.0Test: BlowfishXeon Silver 4215RXeon Gold 6226RXeon Gold 5218Xeon Gold 5217Xeon Silver 4214RXeon Silver 421690180270360450SE +/- 0.63, N = 3SE +/- 0.52, N = 3SE +/- 0.79, N = 3SE +/- 0.16, N = 3SE +/- 0.22, N = 3SE +/- 0.66, N = 3428.13417.14416.60396.05373.79341.311. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt

Botan

Test: CAST-256

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.13.0Test: CAST-256Xeon Silver 4215RXeon Gold 6226RXeon Gold 5218Xeon Gold 5217Xeon Silver 4214RXeon Silver 4216306090120150SE +/- 0.10, N = 3SE +/- 0.05, N = 3SE +/- 0.10, N = 3SE +/- 0.10, N = 3SE +/- 0.34, N = 3SE +/- 0.15, N = 3135.21131.81131.53125.23117.78108.131. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt

SMHasher

Hash: wyhash

OpenBenchmarking.orgMiB/sec, More Is BetterSMHasher 2020-02-29Hash: wyhashXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Gold 6226RXeon Silver 4215RXeon Gold 52175K10K15K20K25KSE +/- 1.43, N = 3SE +/- 2.97, N = 3SE +/- 9.47, N = 3SE +/- 6.00, N = 3SE +/- 0.76, N = 3SE +/- 1.22, N = 324504.2722021.5921084.5819445.2518062.0617823.621. (CXX) g++ options: -march=native -O3 -lpthread

SMHasher

Hash: MeowHash

OpenBenchmarking.orgMiB/sec, More Is BetterSMHasher 2020-02-29Hash: MeowHashXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Gold 6226RXeon Silver 4215RXeon Gold 521711K22K33K44K55KSE +/- 9.61, N = 3SE +/- 6.38, N = 3SE +/- 3.80, N = 3SE +/- 3.76, N = 3SE +/- 2.88, N = 3SE +/- 4.20, N = 352754.1247405.4045375.8741839.9138893.0138374.551. (CXX) g++ options: -march=native -O3 -lpthread

SMHasher

Hash: Spooky32

OpenBenchmarking.orgMiB/sec, More Is BetterSMHasher 2020-02-29Hash: Spooky32Xeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Gold 6226RXeon Silver 4215RXeon Gold 52174K8K12K16K20KSE +/- 1.11, N = 3SE +/- 2.32, N = 3SE +/- 1.08, N = 3SE +/- 0.11, N = 3SE +/- 0.64, N = 3SE +/- 0.94, N = 319688.2317692.2116931.7115615.3514512.8014319.571. (CXX) g++ options: -march=native -O3 -lpthread

SMHasher

Hash: fasthash32

OpenBenchmarking.orgMiB/sec, More Is BetterSMHasher 2020-02-29Hash: fasthash32Xeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Gold 6226RXeon Silver 4215RXeon Gold 52172K4K6K8K10KSE +/- 0.10, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 39697.348714.648340.217690.837148.747053.421. (CXX) g++ options: -march=native -O3 -lpthread

SMHasher

Hash: t1ha2_atonce

OpenBenchmarking.orgMiB/sec, More Is BetterSMHasher 2020-02-29Hash: t1ha2_atonceXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Gold 6226RXeon Silver 4215RXeon Gold 52174K8K12K16K20KSE +/- 0.10, N = 3SE +/- 0.11, N = 3SE +/- 0.03, N = 3SE +/- 0.73, N = 3SE +/- 0.07, N = 3SE +/- 0.01, N = 319375.5517411.7916663.7215365.6714283.2214092.851. (CXX) g++ options: -march=native -O3 -lpthread

SMHasher

Hash: t1ha0_aes_avx2

OpenBenchmarking.orgMiB/sec, More Is BetterSMHasher 2020-02-29Hash: t1ha0_aes_avx2Xeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Gold 6226RXeon Silver 4215RXeon Gold 521714K28K42K56K70KSE +/- 4.85, N = 3SE +/- 229.42, N = 3SE +/- 745.62, N = 3SE +/- 9.03, N = 3SE +/- 178.46, N = 3SE +/- 26.55, N = 366753.9860445.4456254.6454110.8446892.4746085.941. (CXX) g++ options: -march=native -O3 -lpthread

ASKAP

Test: tConvolve MT - Gridding

OpenBenchmarking.orgMillion Grid Points Per Second, More Is BetterASKAP 2018-11-10Test: tConvolve MT - GriddingXeon Gold 6226RXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R6001200180024003000SE +/- 22.42, N = 3SE +/- 5.66, N = 3SE +/- 10.77, N = 3SE +/- 19.67, N = 3SE +/- 28.93, N = 4SE +/- 11.39, N = 32991.282811.972628.692448.022229.242076.871. (CXX) g++ options: -lpthread

ASKAP

Test: tConvolve MT - Degridding

OpenBenchmarking.orgMillion Grid Points Per Second, More Is BetterASKAP 2018-11-10Test: tConvolve MT - DegriddingXeon Gold 6226RXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R8001600240032004000SE +/- 48.29, N = 3SE +/- 39.05, N = 3SE +/- 39.37, N = 3SE +/- 12.58, N = 3SE +/- 16.57, N = 4SE +/- 33.52, N = 33739.273422.653169.112751.322018.461878.991. (CXX) g++ options: -lpthread

ASKAP

Test: tConvolve MPI - Gridding

OpenBenchmarking.orgMillion Grid Points Per Second, More Is BetterASKAP 2018-11-10Test: tConvolve MPI - GriddingXeon Gold 6226RXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R6001200180024003000SE +/- 28.09, N = 3SE +/- 17.12, N = 3SE +/- 16.58, N = 3SE +/- 19.53, N = 3SE +/- 11.67, N = 3SE +/- 15.08, N = 33014.742845.332666.102459.322232.102071.581. (CXX) g++ options: -lpthread

ASKAP

Test: tConvolve MPI - Degridding

OpenBenchmarking.orgMillion Grid Points Per Second, More Is BetterASKAP 2018-11-10Test: tConvolve MPI - DegriddingXeon Gold 6226RXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R8001600240032004000SE +/- 114.02, N = 3SE +/- 53.84, N = 3SE +/- 16.67, N = 3SE +/- 16.62, N = 3SE +/- 60.01, N = 3SE +/- 41.61, N = 33509.823225.883067.202603.481913.081904.811. (CXX) g++ options: -lpthread

ASKAP

Test: tConvolve OpenMP - Gridding

OpenBenchmarking.orgMillion Grid Points Per Second, More Is BetterASKAP 2018-11-10Test: tConvolve OpenMP - GriddingXeon Gold 6226RXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R7001400210028003500SE +/- 48.02, N = 3SE +/- 12.14, N = 3SE +/- 30.28, N = 15SE +/- 28.93, N = 15SE +/- 34.84, N = 12SE +/- 22.22, N = 153121.693120.282853.332363.811890.981820.871. (CXX) g++ options: -lpthread

ASKAP

Test: tConvolve OpenMP - Degridding

OpenBenchmarking.orgMillion Grid Points Per Second, More Is BetterASKAP 2018-11-10Test: tConvolve OpenMP - DegriddingXeon Gold 6226RXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R11002200330044005500SE +/- 31.01, N = 3SE +/- 49.32, N = 3SE +/- 24.68, N = 15SE +/- 21.11, N = 15SE +/- 27.30, N = 12SE +/- 14.77, N = 154992.694414.174232.803360.862377.272307.281. (CXX) g++ options: -lpthread

7-Zip Compression

Compress Speed Test

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 16.02Compress Speed TestXeon Gold 6226RXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Silver 4215RXeon Gold 521720K40K60K80K100KSE +/- 112.22, N = 3SE +/- 322.59, N = 3SE +/- 95.40, N = 3SE +/- 177.83, N = 3SE +/- 179.97, N = 3SE +/- 149.59, N = 38552770124669395663743517418291. (CXX) g++ options: -pipe -lpthread

LibRaw

Post-Processing Benchmark

OpenBenchmarking.orgMpix/sec, More Is BetterLibRaw 0.20Post-Processing BenchmarkXeon Gold 6226RXeon Silver 4215RXeon Gold 5218Xeon Gold 5217Xeon Silver 4214RXeon Silver 4216612182430SE +/- 0.05, N = 3SE +/- 0.13, N = 3SE +/- 0.04, N = 3SE +/- 0.05, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 325.6925.4825.2424.6422.8221.221. (CXX) g++ options: -O2 -fopenmp -ljpeg -lz -lm

rays1bench

Large Scene

OpenBenchmarking.orgmrays/s, More Is Betterrays1bench 2020-01-09Large SceneXeon Gold 6226RXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R1632486480SE +/- 0.70, N = 3SE +/- 0.13, N = 3SE +/- 0.37, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 373.8755.4255.1252.8739.2333.99

Crafty

Elapsed Time

OpenBenchmarking.orgNodes Per Second, More Is BetterCrafty 25.2Elapsed TimeXeon Silver 4215RXeon Gold 6226RXeon Gold 5218Xeon Gold 5217Xeon Silver 4214RXeon Silver 42161.6M3.2M4.8M6.4M8MSE +/- 19665.73, N = 3SE +/- 10792.27, N = 3SE +/- 12885.91, N = 3SE +/- 1366.79, N = 3SE +/- 10593.52, N = 3SE +/- 6669.39, N = 37490086746527274612077069239655039061782141. (CC) gcc options: -pthread -lstdc++ -fprofile-use -lm

TSCP

AI Chess Performance

OpenBenchmarking.orgNodes Per Second, More Is BetterTSCP 1.81AI Chess PerformanceXeon Silver 4215RXeon Gold 5218Xeon Gold 6226RXeon Gold 5217Xeon Silver 4214RXeon Silver 4216300K600K900K1200K1500KSE +/- 1787.10, N = 5SE +/- 2035.05, N = 5SE +/- 1839.63, N = 5SE +/- 2299.63, N = 5SE +/- 2752.14, N = 5SE +/- 1018.43, N = 5120679811753831174879111676210539479669591. (CC) gcc options: -O3 -march=native

Stockfish

Total Time

OpenBenchmarking.orgNodes Per Second, More Is BetterStockfish 9Total TimeXeon Gold 6226RXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Silver 4215RXeon Gold 52179M18M27M36M45MSE +/- 233203.68, N = 3SE +/- 42663.96, N = 3SE +/- 168719.02, N = 3SE +/- 280820.49, N = 3SE +/- 103328.32, N = 3SE +/- 164520.70, N = 33985272333435491315494352652398021284046200406771. (CXX) g++ options: -m64 -lpthread -fno-exceptions -std=c++11 -pedantic -O3 -msse -msse3 -mpopcnt -flto

GROMACS

Water Benchmark

OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2020.3Water BenchmarkXeon Gold 6226RXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R0.41240.82481.23721.64962.062SE +/- 0.005, N = 3SE +/- 0.002, N = 3SE +/- 0.001, N = 3SE +/- 0.000, N = 3SE +/- 0.002, N = 3SE +/- 0.002, N = 31.8331.4451.1721.0440.8730.7441. (CXX) g++ options: -O3 -pthread -lrt -lpthread -lm

LAMMPS Molecular Dynamics Simulator

Model: 20k Atoms

OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 24Aug2020Model: 20k AtomsXeon Gold 6226RXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Silver 4215RXeon Gold 5217246810SE +/- 0.029, N = 3SE +/- 0.028, N = 3SE +/- 0.020, N = 3SE +/- 0.019, N = 3SE +/- 0.025, N = 3SE +/- 0.037, N = 38.4246.7416.6285.8694.7084.5811. (CXX) g++ options: -O3 -pthread -lm

LAMMPS Molecular Dynamics Simulator

Model: Rhodopsin Protein

OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 24Aug2020Model: Rhodopsin ProteinXeon Gold 6226RXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Silver 4215RXeon Gold 5217246810SE +/- 0.221, N = 15SE +/- 0.210, N = 15SE +/- 0.122, N = 15SE +/- 0.116, N = 15SE +/- 0.057, N = 4SE +/- 0.073, N = 157.7036.2705.8375.2534.5924.3521. (CXX) g++ options: -O3 -pthread -lm

Apache Cassandra

Test: Writes

OpenBenchmarking.orgOp/s, More Is BetterApache Cassandra 3.11.4Test: WritesXeon Gold 6226RXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R30K60K90K120K150KSE +/- 2414.01, N = 3SE +/- 1362.41, N = 7SE +/- 1184.33, N = 3SE +/- 344.99, N = 3SE +/- 229.84, N = 3SE +/- 39.04, N = 3144137123950123421924715619254847

Facebook RocksDB

Test: Random Fill

OpenBenchmarking.orgOp/s, More Is BetterFacebook RocksDB 6.3.6Test: Random FillXeon Gold 6226RXeon Silver 4216Xeon Gold 5218Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R200K400K600K800K1000KSE +/- 14101.02, N = 5SE +/- 5031.68, N = 3SE +/- 2518.11, N = 3SE +/- 1136.97, N = 3SE +/- 3470.33, N = 3SE +/- 2773.64, N = 311415701140919112572710184588545698496071. (CXX) g++ options: -O3 -march=native -std=c++11 -fno-builtin-memcmp -fno-rtti -rdynamic -lpthread

Facebook RocksDB

Test: Random Read

OpenBenchmarking.orgOp/s, More Is BetterFacebook RocksDB 6.3.6Test: Random ReadXeon Gold 6226RXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Silver 4215RXeon Gold 521720M40M60M80M100MSE +/- 473353.50, N = 3SE +/- 206257.19, N = 3SE +/- 23504.85, N = 3SE +/- 93032.19, N = 3SE +/- 65763.60, N = 3SE +/- 83715.37, N = 37783893564757695621814275241415341904122395296791. (CXX) g++ options: -O3 -march=native -std=c++11 -fno-builtin-memcmp -fno-rtti -rdynamic -lpthread

Facebook RocksDB

Test: Sequential Fill

OpenBenchmarking.orgOp/s, More Is BetterFacebook RocksDB 6.3.6Test: Sequential FillXeon Gold 6226RXeon Silver 4216Xeon Gold 5218Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R300K600K900K1200K1500KSE +/- 14392.13, N = 3SE +/- 5498.30, N = 3SE +/- 3847.22, N = 3SE +/- 15388.77, N = 3SE +/- 4790.56, N = 3SE +/- 3993.94, N = 3129959912677451264790121090910133719990791. (CXX) g++ options: -O3 -march=native -std=c++11 -fno-builtin-memcmp -fno-rtti -rdynamic -lpthread

Facebook RocksDB

Test: Random Fill Sync

OpenBenchmarking.orgOp/s, More Is BetterFacebook RocksDB 6.3.6Test: Random Fill SyncXeon Gold 5218Xeon Gold 6226RXeon Silver 4216Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R30K60K90K120K150KSE +/- 542.91, N = 3SE +/- 2734.04, N = 15SE +/- 2830.46, N = 15SE +/- 454.46, N = 3SE +/- 174.96, N = 3SE +/- 79.12, N = 31219861046911046609355573689707011. (CXX) g++ options: -O3 -march=native -std=c++11 -fno-builtin-memcmp -fno-rtti -rdynamic -lpthread

Facebook RocksDB

Test: Read While Writing

OpenBenchmarking.orgOp/s, More Is BetterFacebook RocksDB 6.3.6Test: Read While WritingXeon Gold 6226RXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R700K1400K2100K2800K3500KSE +/- 38271.59, N = 6SE +/- 10276.91, N = 3SE +/- 38116.13, N = 3SE +/- 32680.47, N = 5SE +/- 14171.24, N = 3SE +/- 8191.46, N = 33326703310875829998672480523166112816226881. (CXX) g++ options: -O3 -march=native -std=c++11 -fno-builtin-memcmp -fno-rtti -rdynamic -lpthread

KeyDB

OpenBenchmarking.orgOps/sec, More Is BetterKeyDB 6.0.16Xeon Gold 5217Xeon Silver 4215RXeon Gold 6226RXeon Gold 5218Xeon Silver 4214RXeon Silver 4216110K220K330K440K550KSE +/- 4788.77, N = 3SE +/- 2820.92, N = 3SE +/- 3177.24, N = 3SE +/- 528.01, N = 3SE +/- 2376.96, N = 3SE +/- 3322.76, N = 3519676.16519540.63518611.74458252.64421465.61405255.031. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

MariaDB

Clients: 1

OpenBenchmarking.orgQueries Per Second, More Is BetterMariaDB 10.5.2Clients: 1Xeon Silver 4215RXeon Gold 5217Xeon Gold 6226RXeon Gold 5218Xeon Silver 4214RXeon Silver 42163K6K9K12K15KSE +/- 52.74, N = 3SE +/- 51.44, N = 3SE +/- 94.50, N = 3SE +/- 112.45, N = 3SE +/- 173.39, N = 3SE +/- 61.37, N = 31255312397118591132310954103101. (CXX) g++ options: -pie -fPIC -fstack-protector -O2 -lpthread -llzma -lbz2 -lsnappy -lnuma -lpcre2-8 -lcrypt -lz -lm -lssl -lcrypto -ldl

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

MariaDB

Clients: 32

OpenBenchmarking.orgQueries Per Second, More Is BetterMariaDB 10.5.2Clients: 32Xeon Gold 6226RXeon Gold 5218Xeon Silver 4214RXeon Silver 4216Xeon Gold 5217Xeon Silver 4215R9001800270036004500SE +/- 4.15, N = 4SE +/- 4.80, N = 3SE +/- 8.04, N = 3SE +/- 7.11, N = 3SE +/- 15.12, N = 3SE +/- 16.04, N = 34069379737313509337532471. (CXX) g++ options: -pie -fPIC -fstack-protector -O2 -lpthread -llzma -lbz2 -lsnappy -lnuma -lpcre2-8 -lcrypt -lz -lm -lssl -lcrypto -ldl

MariaDB

Clients: 64

OpenBenchmarking.orgQueries Per Second, More Is BetterMariaDB 10.5.2Clients: 64Xeon Gold 6226RXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R400800120016002000SE +/- 1.26, N = 3SE +/- 1.98, N = 3SE +/- 2.51, N = 3SE +/- 2.40, N = 3SE +/- 3.56, N = 3SE +/- 3.83, N = 31948172516871649132512801. (CXX) g++ options: -pie -fPIC -fstack-protector -O2 -lpthread -llzma -lbz2 -lsnappy -lnuma -lpcre2-8 -lcrypt -lz -lm -lssl -lcrypto -ldl

MariaDB

Clients: 128

OpenBenchmarking.orgQueries Per Second, More Is BetterMariaDB 10.5.2Clients: 128Xeon Gold 6226RXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R2004006008001000SE +/- 0.69, N = 3SE +/- 0.75, N = 3SE +/- 1.19, N = 3SE +/- 0.69, N = 3SE +/- 2.77, N = 3SE +/- 0.66, N = 38877937716715024711. (CXX) g++ options: -pie -fPIC -fstack-protector -O2 -lpthread -llzma -lbz2 -lsnappy -lnuma -lpcre2-8 -lcrypt -lz -lm -lssl -lcrypto -ldl

MariaDB

Clients: 256

OpenBenchmarking.orgQueries Per Second, More Is BetterMariaDB 10.5.2Clients: 256Xeon Gold 6226RXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R160320480640800SE +/- 0.97, N = 3SE +/- 1.86, N = 3SE +/- 1.50, N = 3SE +/- 1.52, N = 3SE +/- 1.56, N = 3SE +/- 0.22, N = 37426506255134033871. (CXX) g++ options: -pie -fPIC -fstack-protector -O2 -lpthread -llzma -lbz2 -lsnappy -lnuma -lpcre2-8 -lcrypt -lz -lm -lssl -lcrypto -ldl

MariaDB

Clients: 512

OpenBenchmarking.orgQueries Per Second, More Is BetterMariaDB 10.5.2Clients: 512Xeon Gold 6226RXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R160320480640800SE +/- 1.35, N = 3SE +/- 1.25, N = 3SE +/- 1.26, N = 3SE +/- 3.66, N = 3SE +/- 0.70, N = 3SE +/- 2.33, N = 37336466305564023781. (CXX) g++ options: -pie -fPIC -fstack-protector -O2 -lpthread -llzma -lbz2 -lsnappy -lnuma -lpcre2-8 -lcrypt -lz -lm -lssl -lcrypto -ldl

Hierarchical INTegration

Test: FLOAT

OpenBenchmarking.orgQUIPs, More Is BetterHierarchical INTegration 1.0Test: FLOATXeon Silver 4215RXeon Gold 5218Xeon Gold 6226RXeon Gold 5217Xeon Silver 4214RXeon Silver 421680M160M240M320M400MSE +/- 308349.98, N = 3SE +/- 637212.02, N = 3SE +/- 731246.36, N = 3SE +/- 813784.57, N = 3SE +/- 1129604.29, N = 3SE +/- 1426777.87, N = 3385036550.89374717432.49356059661.83355484006.17336087940.02306738823.741. (CC) gcc options: -O3 -march=native -lm

John The Ripper

Test: Blowfish

OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 1.9.0-jumbo-1Test: BlowfishXeon Gold 6226RXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Silver 4215RXeon Gold 52176K12K18K24K30KSE +/- 83.38, N = 3SE +/- 6.36, N = 3SE +/- 0.67, N = 3SE +/- 8.50, N = 3SE +/- 15.24, N = 32730821380206121717913739129711. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -pthread -lm -lz -ldl -lcrypt -lbz2

John The Ripper

Test: MD5

OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 1.9.0-jumbo-1Test: MD5Xeon Gold 6226RXeon Silver 4216Xeon Gold 5218Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R600K1200K1800K2400K3000KSE +/- 4409.59, N = 3SE +/- 4041.45, N = 3SE +/- 2027.59, N = 3SE +/- 6359.59, N = 3SE +/- 8082.90, N = 3SE +/- 333.33, N = 32586667192600019176671694333125300010893331. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -pthread -lm -lz -ldl -lcrypt -lbz2

ebizzy

OpenBenchmarking.orgRecords/s, More Is Betterebizzy 0.3Xeon Gold 5218Xeon Gold 6226RXeon Silver 4216Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R120K240K360K480K600KSE +/- 6857.46, N = 15SE +/- 9070.59, N = 15SE +/- 6646.11, N = 3SE +/- 4837.04, N = 15SE +/- 4330.36, N = 15SE +/- 5132.56, N = 155665595614085431594263252841002606241. (CC) gcc options: -pthread -lpthread -O3 -march=native

Node.js Express HTTP Load Test

OpenBenchmarking.orgRequests Per Second, More Is BetterNode.js Express HTTP Load TestXeon Gold 6226RXeon Gold 5218Xeon Gold 5217Xeon Silver 4215RXeon Silver 4216Xeon Silver 4214R13002600390052006500SE +/- 19.03, N = 3SE +/- 37.11, N = 3SE +/- 11.86, N = 3SE +/- 40.08, N = 3SE +/- 35.32, N = 3SE +/- 36.67, N = 35881574054875288497244721. Nodejs v12.18.2

Numpy Benchmark

OpenBenchmarking.orgScore, More Is BetterNumpy BenchmarkXeon Gold 6226RXeon Gold 5218Xeon Silver 4215RXeon Gold 5217Xeon Silver 4214RXeon Silver 421670140210280350SE +/- 0.46, N = 3SE +/- 0.15, N = 3SE +/- 0.64, N = 3SE +/- 1.81, N = 3SE +/- 0.39, N = 3SE +/- 0.90, N = 3315.89304.33290.41288.55281.82274.78

AI Benchmark Alpha

Device Inference Score

OpenBenchmarking.orgScore, More Is BetterAI Benchmark Alpha 0.1.2Device Inference ScoreXeon Gold 6226RXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R4008001200160020001842138511281065952813

AI Benchmark Alpha

Device Training Score

OpenBenchmarking.orgScore, More Is BetterAI Benchmark Alpha 0.1.2Device Training ScoreXeon Gold 6226RXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R3006009001200150014911301108610851027909

AI Benchmark Alpha

Device AI Score

OpenBenchmarking.orgScore, More Is BetterAI Benchmark Alpha 0.1.2Device AI ScoreXeon Gold 6226RXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R7001400210028003500333326862214215019791722

PHPBench

PHP Benchmark Suite

OpenBenchmarking.orgScore, More Is BetterPHPBench 0.8.1PHP Benchmark SuiteXeon Silver 4215RXeon Gold 5218Xeon Gold 6226RXeon Gold 5217Xeon Silver 4214RXeon Silver 4216140K280K420K560K700KSE +/- 1066.22, N = 3SE +/- 1309.74, N = 3SE +/- 296.95, N = 3SE +/- 1479.50, N = 3SE +/- 462.85, N = 3SE +/- 595.19, N = 3653793637795612168604953573957522671

OpenSSL

RSA 4096-bit Performance

OpenBenchmarking.orgSigns Per Second, More Is BetterOpenSSL 1.1.1RSA 4096-bit PerformanceXeon Gold 6226RXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Silver 4215RXeon Gold 52179001800270036004500SE +/- 8.78, N = 3SE +/- 5.21, N = 3SE +/- 3.86, N = 3SE +/- 2.98, N = 3SE +/- 3.64, N = 3SE +/- 2.67, N = 34374.03396.83278.92733.62187.92069.61. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl

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 5218Xeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Silver 42162004006008001000SE +/- 1.44, N = 3SE +/- 3.12, N = 3SE +/- 0.91, N = 3SE +/- 1.40, N = 3SE +/- 1.32, N = 3SE +/- 0.63, N = 3902.86863.11837.35829.07810.51779.601. (CXX) g++ options: -O3 -std=c++11 -fopenmp

Darmstadt Automotive Parallel Heterogeneous Suite

Backend: OpenMP - Kernel: Points2Image

OpenBenchmarking.orgTest Cases Per Minute, More Is BetterDarmstadt Automotive Parallel Heterogeneous SuiteBackend: OpenMP - Kernel: Points2ImageXeon Silver 4215RXeon Gold 5217Xeon Gold 6226RXeon Silver 4214RXeon Gold 5218Xeon Silver 42165K10K15K20K25KSE +/- 237.44, N = 3SE +/- 101.52, N = 3SE +/- 77.54, N = 3SE +/- 277.44, N = 3SE +/- 84.56, N = 3SE +/- 157.82, N = 321558.6621138.6320105.7719376.7019332.3217360.051. (CXX) g++ options: -O3 -std=c++11 -fopenmp

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 5218Xeon Silver 4215RXeon Silver 4214RXeon Gold 5217Xeon Silver 42162004006008001000SE +/- 0.66, N = 3SE +/- 4.48, N = 3SE +/- 2.11, N = 3SE +/- 1.44, N = 3SE +/- 1.33, N = 3SE +/- 2.09, N = 31105.911039.711003.31953.45948.34910.151. (CXX) g++ options: -O3 -std=c++11 -fopenmp

Kripke

OpenBenchmarking.orgThroughput FoM, More Is BetterKripke 1.2.4Xeon Gold 6226RXeon Gold 5218Xeon Silver 4214RXeon Silver 4216Xeon Gold 5217Xeon Silver 4215R11M22M33M44M55MSE +/- 238511.67, N = 3SE +/- 314050.46, N = 3SE +/- 156299.57, N = 3SE +/- 263176.66, N = 3SE +/- 229110.43, N = 3SE +/- 180267.60, N = 35160944750625967497800574793757038628360357891431. (CXX) g++ options: -O3 -fopenmp

PostMark

Disk Transaction Performance

OpenBenchmarking.orgTPS, More Is BetterPostMark 1.51Disk Transaction PerformanceXeon Gold 5218Xeon Gold 6226RXeon Silver 4215RXeon Gold 5217Xeon Silver 4214RXeon Silver 421614002800420056007000SE +/- 53.33, N = 36410641063576097595255551. (CC) gcc options: -O3

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 5217Xeon Gold 6226RXeon Silver 4215RXeon Gold 5218Xeon Silver 4214RXeon Silver 42165K10K15K20K25KSE +/- 228.24, N = 3SE +/- 172.94, N = 3SE +/- 27.03, N = 3SE +/- 21.16, N = 3SE +/- 165.40, N = 3SE +/- 193.12, N = 32467224295241672284922579192051. (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

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 1 - Mode: Read WriteXeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Gold 5218Xeon Silver 4214RXeon Silver 42167001400210028003500SE +/- 25.21, N = 3SE +/- 19.89, N = 3SE +/- 6.94, N = 3SE +/- 12.29, N = 3SE +/- 52.50, N = 3SE +/- 12.04, N = 33410340632973096303927371. (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 5218Xeon Silver 4216Xeon Silver 4214RXeon Silver 4215RXeon Gold 5217130K260K390K520K650KSE +/- 2885.45, N = 3SE +/- 3254.33, N = 3SE +/- 839.81, N = 3SE +/- 1172.77, N = 3SE +/- 1302.48, N = 3SE +/- 1790.48, N = 35947174642254535083771442917592810161. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

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 5218Xeon Silver 4216Xeon Silver 4214RXeon Silver 4215RXeon Gold 5217120K240K360K480K600KSE +/- 308.40, N = 3SE +/- 974.75, N = 3SE +/- 589.07, N = 3SE +/- 2981.14, N = 3SE +/- 1170.42, N = 3SE +/- 734.63, N = 35402524313924216733475702644442580181. (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 5218Xeon Silver 4216Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R110K220K330K440K550KSE +/- 3310.53, N = 3SE +/- 2796.06, N = 3SE +/- 2793.56, N = 3SE +/- 3916.57, N = 3SE +/- 3079.50, N = 3SE +/- 3105.91, N = 34920494023933944043201842239032224371. (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 5217Xeon Silver 4215RXeon Gold 6226RXeon Silver 4214RXeon Gold 5218Xeon Silver 42167001400210028003500SE +/- 12.86, N = 3SE +/- 13.27, N = 3SE +/- 8.73, N = 3SE +/- 22.33, N = 3SE +/- 6.10, N = 3SE +/- 11.76, N = 33466334932613107305326721. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

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 5217Xeon Silver 4215RXeon Gold 6226RXeon Silver 4214RXeon Gold 5218Xeon Silver 42165K10K15K20K25KSE +/- 167.36, N = 3SE +/- 113.60, N = 3SE +/- 159.83, N = 3SE +/- 92.01, N = 3SE +/- 227.83, N = 15SE +/- 100.49, N = 32184721068208371970518199169721. (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 5217Xeon Silver 4215RXeon Gold 6226RXeon Silver 4214RXeon Gold 5218Xeon Silver 42166001200180024003000SE +/- 18.54, N = 3SE +/- 24.32, N = 3SE +/- 30.95, N = 3SE +/- 19.95, N = 3SE +/- 7.17, N = 3SE +/- 24.94, N = 62764269026522509242621821. (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 5217Xeon Silver 4215RXeon Gold 6226RXeon Silver 4214RXeon Gold 5218Xeon Silver 4216400800120016002000SE +/- 21.82, N = 15SE +/- 25.40, N = 15SE +/- 21.48, N = 15SE +/- 30.73, N = 15SE +/- 24.96, N = 3SE +/- 17.92, N = 152038199918961745172916101. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

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 5217Xeon Silver 4215RXeon Gold 6226RXeon Gold 5218Xeon Silver 4214RXeon Silver 42166001200180024003000SE +/- 12.38, N = 3SE +/- 21.74, N = 3SE +/- 28.72, N = 3SE +/- 8.56, N = 3SE +/- 11.55, N = 3SE +/- 18.96, N = 32938290628832706269023051. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

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 5218Xeon Silver 4216Xeon Silver 4214RXeon Silver 4215RXeon Gold 521790K180K270K360K450KSE +/- 2142.15, N = 3SE +/- 2241.90, N = 3SE +/- 1908.92, N = 3SE +/- 3802.06, N = 5SE +/- 310.79, N = 3SE +/- 3480.87, N = 34109253584973584593053432272972225721. (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

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1000 - Clients: 1 - Mode: Read OnlyXeon Gold 5217Xeon Gold 6226RXeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 42165K10K15K20K25KSE +/- 44.56, N = 3SE +/- 259.78, N = 3SE +/- 110.23, N = 3SE +/- 188.10, N = 3SE +/- 247.71, N = 4SE +/- 136.82, N = 32103020664204231907317871163901. (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 5218Xeon Silver 4216Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R90K180K270K360K450KSE +/- 3238.10, N = 3SE +/- 216.75, N = 3SE +/- 238.73, N = 3SE +/- 2681.69, N = 3SE +/- 827.10, N = 3SE +/- 224.27, N = 34182333668073591282921532086102069601. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

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 5218Xeon Silver 4216Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R90K180K270K360K450KSE +/- 1249.97, N = 3SE +/- 815.21, N = 3SE +/- 339.57, N = 3SE +/- 3390.67, N = 3SE +/- 574.60, N = 3SE +/- 225.10, N = 34006723323723264702607051822001785991. (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

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 50 - Mode: Read WriteXeon Gold 6226RXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R10K20K30K40K50KSE +/- 87.55, N = 3SE +/- 59.39, N = 3SE +/- 36.02, N = 3SE +/- 16.20, N = 3SE +/- 35.67, N = 3SE +/- 171.82, N = 34597440586403653620628661281451. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -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 5217Xeon Silver 4215RXeon Gold 6226RXeon Gold 5218Xeon Silver 4214RXeon Silver 42166001200180024003000SE +/- 21.41, N = 3SE +/- 16.86, N = 3SE +/- 17.77, N = 3SE +/- 15.97, N = 3SE +/- 30.34, N = 3SE +/- 19.38, N = 32764276227112547251622021. (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 5218Xeon Silver 4216Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R80K160K240K320K400KSE +/- 1806.05, N = 3SE +/- 480.74, N = 3SE +/- 1106.83, N = 3SE +/- 3728.44, N = 15SE +/- 1921.28, N = 10SE +/- 589.15, N = 33662543309453282882819602090401985191. (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

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 100 - Mode: Read WriteXeon Gold 6226RXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R10K20K30K40K50KSE +/- 65.76, N = 3SE +/- 56.29, N = 3SE +/- 45.48, N = 3SE +/- 36.10, N = 3SE +/- 32.00, N = 3SE +/- 43.76, N = 34845042716418463510326540261661. (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 5218Xeon Silver 4216Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R9K18K27K36K45KSE +/- 44.03, N = 3SE +/- 67.24, N = 3SE +/- 43.81, N = 3SE +/- 19.97, N = 3SE +/- 62.33, N = 3SE +/- 3.60, N = 34086335889352842855820822202031. (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

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1000 - Clients: 100 - Mode: Read OnlyXeon Gold 6226RXeon Silver 4216Xeon Gold 5218Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R80K160K240K320K400KSE +/- 1062.65, N = 3SE +/- 1710.14, N = 3SE +/- 822.86, N = 3SE +/- 707.02, N = 3SE +/- 324.27, N = 3SE +/- 282.03, N = 33806883376933361142766241945641917881. (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 5218Xeon Silver 4216Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R80K160K240K320K400KSE +/- 1246.56, N = 3SE +/- 797.31, N = 3SE +/- 583.88, N = 3SE +/- 501.86, N = 3SE +/- 62.81, N = 3SE +/- 39.28, N = 33708543168523112962433231721531686901. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

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 5218Xeon Silver 4216Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R8K16K24K32K40KSE +/- 87.48, N = 3SE +/- 47.37, N = 3SE +/- 112.45, N = 3SE +/- 35.07, N = 3SE +/- 85.98, N = 3SE +/- 48.40, N = 33888635804350453367427325271431. (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

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1000 - Clients: 100 - Mode: Read WriteXeon Gold 6226RXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R9K18K27K36K45KSE +/- 436.22, N = 8SE +/- 76.68, N = 3SE +/- 58.76, N = 3SE +/- 41.21, N = 3SE +/- 30.86, N = 3SE +/- 23.53, N = 34328939322381483376126483259921. (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

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1000 - Clients: 250 - Mode: Read WriteXeon Gold 6226RXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R9K18K27K36K45KSE +/- 53.25, N = 3SE +/- 78.27, N = 3SE +/- 85.11, N = 3SE +/- 50.74, N = 3SE +/- 18.10, N = 3SE +/- 67.89, N = 34040635608347103009622383216631. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -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 Silver 4215RXeon Gold 5217Xeon Gold 5218Xeon Silver 4214RXeon Silver 4216200K400K600K800K1000KSE +/- 2790.92, N = 3SE +/- 1311.75, N = 3SE +/- 590.96, N = 3SE +/- 1606.18, N = 3SE +/- 1281.70, N = 3SE +/- 2349.97, N = 31051144.41042195.41002037.2869198.0868245.3792341.2

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 Silver 4215RXeon Gold 5217Xeon Gold 5218Xeon Silver 4214RXeon Silver 4216200K400K600K800K1000KSE +/- 4276.50, N = 3SE +/- 2147.04, N = 3SE +/- 3591.98, N = 3SE +/- 776.56, N = 3SE +/- 1639.82, N = 3SE +/- 2160.56, N = 31136314.31117067.01058780.2967062.1953797.0880632.5

BRL-CAD

VGR Performance Metric

OpenBenchmarking.orgVGR Performance Metric, More Is BetterBRL-CAD 7.30.8VGR Performance MetricXeon Gold 6226RXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R30K60K90K120K150K16150914108313488211640785652776851. (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

LULESH

OpenBenchmarking.orgz/s, More Is BetterLULESH 2.0.3Xeon Silver 4215RXeon Gold 6226RXeon Gold 5217Xeon Silver 4214RXeon Gold 5218Xeon Silver 42163691215SE +/- 0.0022344, N = 3SE +/- 0.0045637, N = 3SE +/- 0.0059264, N = 3SE +/- 0.0050854, N = 3SE +/- 0.0041591, N = 3SE +/- 0.0045218, N = 311.679287011.155718011.12329409.61854288.84805848.55054651. (CXX) g++ options: -O3 -fopenmp -lm -pthread -lmpi_cxx -lmpi

ctx_clock

Context Switch Time

OpenBenchmarking.orgClocks, Fewer Is Betterctx_clockContext Switch TimeXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Gold 6226RXeon Silver 4215RXeon Gold 52174080120160200SE +/- 0.67, N = 3SE +/- 0.67, N = 3122136142155166169

SMHasher

Hash: wyhash

OpenBenchmarking.orgcycles/hash, Fewer Is BetterSMHasher 2020-02-29Hash: wyhashXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Gold 6226RXeon Silver 4215RXeon Gold 5217612182430SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 319.7821.7522.7124.9626.9827.451. (CXX) g++ options: -march=native -O3 -lpthread

SMHasher

Hash: MeowHash

OpenBenchmarking.orgcycles/hash, Fewer Is BetterSMHasher 2020-02-29Hash: MeowHashXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Gold 6226RXeon Silver 4215RXeon Gold 52171326395265SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 342.4847.4849.4854.5157.7758.491. (CXX) g++ options: -march=native -O3 -lpthread

SMHasher

Hash: Spooky32

OpenBenchmarking.orgcycles/hash, Fewer Is BetterSMHasher 2020-02-29Hash: Spooky32Xeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Gold 6226RXeon Silver 4215RXeon Gold 52171020304050SE +/- 0.14, N = 3SE +/- 0.04, N = 3SE +/- 0.16, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 333.3137.0938.7741.9945.2745.861. (CXX) g++ options: -march=native -O3 -lpthread

SMHasher

Hash: fasthash32

OpenBenchmarking.orgcycles/hash, Fewer Is BetterSMHasher 2020-02-29Hash: fasthash32Xeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Gold 6226RXeon Silver 4215RXeon Gold 5217816243240SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 326.1029.1530.4733.0135.6336.141. (CXX) g++ options: -march=native -O3 -lpthread

SMHasher

Hash: t1ha2_atonce

OpenBenchmarking.orgcycles/hash, Fewer Is BetterSMHasher 2020-02-29Hash: t1ha2_atonceXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Gold 6226RXeon Silver 4215RXeon Gold 5217816243240SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 325.8928.8430.2733.0735.3135.811. (CXX) g++ options: -march=native -O3 -lpthread

SMHasher

Hash: t1ha0_aes_avx2

OpenBenchmarking.orgcycles/hash, Fewer Is BetterSMHasher 2020-02-29Hash: t1ha0_aes_avx2Xeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Gold 6226RXeon Silver 4215RXeon Gold 5217816243240SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 326.3629.1030.5933.0735.7636.061. (CXX) g++ options: -march=native -O3 -lpthread

NAMD

ATPase Simulation - 327,506 Atoms

OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD 2.14ATPase Simulation - 327,506 AtomsXeon Gold 6226RXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R0.61041.22081.83122.44163.052SE +/- 0.00374, N = 3SE +/- 0.00350, N = 3SE +/- 0.00811, N = 3SE +/- 0.00395, N = 3SE +/- 0.00248, N = 3SE +/- 0.00344, N = 31.159421.519391.528791.735422.343432.71299

WebP Image Encode

Encode Settings: Default

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: DefaultXeon Silver 4215RXeon Gold 6226RXeon Gold 5218Xeon Gold 5217Xeon Silver 4214RXeon Silver 42160.46780.93561.40341.87122.339SE +/- 0.002, N = 3SE +/- 0.012, N = 3SE +/- 0.003, N = 3SE +/- 0.004, N = 3SE +/- 0.001, N = 3SE +/- 0.004, N = 31.6391.6971.7081.7681.8852.0791. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff

WebP Image Encode

Encode Settings: Quality 100

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100Xeon Silver 4215RXeon Gold 6226RXeon Gold 5218Xeon Gold 5217Xeon Silver 4214RXeon Silver 42160.73461.46922.20382.93843.673SE +/- 0.001, N = 3SE +/- 0.004, N = 3SE +/- 0.008, N = 3SE +/- 0.003, N = 3SE +/- 0.003, N = 3SE +/- 0.012, N = 32.5952.6722.6942.7932.9723.2651. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff

WebP Image Encode

Encode Settings: Quality 100, Lossless

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, LosslessXeon Silver 4215RXeon Gold 6226RXeon Gold 5218Xeon Gold 5217Xeon Silver 4214RXeon Silver 4216612182430SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.06, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 320.1220.1920.2020.8922.1023.671. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff

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 Silver 4215RXeon Gold 5218Xeon Gold 6226RXeon Gold 5217Xeon Silver 4214RXeon Silver 42163691215SE +/- 0.013, N = 3SE +/- 0.010, N = 3SE +/- 0.009, N = 3SE +/- 0.023, N = 3SE +/- 0.003, N = 3SE +/- 0.003, N = 37.9388.1448.1518.5849.0569.9071. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff

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 5218Xeon Gold 6226RXeon Silver 4215RXeon Gold 5217Xeon Silver 4214RXeon Silver 42161224364860SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.14, N = 3SE +/- 0.07, N = 3SE +/- 0.04, N = 3SE +/- 0.04, N = 345.2245.2446.7948.8549.9253.391. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff

TensorFlow Lite

Model: SqueezeNet

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: SqueezeNetXeon Gold 6226RXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Silver 4215RXeon Gold 521760K120K180K240K300KSE +/- 89.29, N = 3SE +/- 26.51, N = 3SE +/- 35.48, N = 3SE +/- 160.08, N = 3SE +/- 31.71, N = 3SE +/- 103.89, N = 3140265179814186429233039274843290141

TensorFlow Lite

Model: Inception V4

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception V4Xeon Gold 6226RXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Silver 4215RXeon Gold 5217900K1800K2700K3600K4500KSE +/- 1250.33, N = 3SE +/- 72.19, N = 3SE +/- 472.48, N = 3SE +/- 1124.12, N = 3SE +/- 412.19, N = 3SE +/- 407.06, N = 3200102025646572659380339015339519004178070

TensorFlow Lite

Model: NASNet Mobile

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: NASNet MobileXeon Gold 6226RXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Silver 4215RXeon Gold 521760K120K180K240K300KSE +/- 1054.85, N = 3SE +/- 3973.18, N = 15SE +/- 1503.33, N = 3SE +/- 2363.55, N = 3SE +/- 1801.03, N = 3SE +/- 3485.10, N = 3161287204068213799237172252550267213

TensorFlow Lite

Model: Mobilenet Float

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet FloatXeon Gold 6226RXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Silver 4215RXeon Gold 521740K80K120K160K200KSE +/- 43.22, N = 3SE +/- 45.04, N = 3SE +/- 30.83, N = 3SE +/- 16.17, N = 3SE +/- 20.58, N = 3SE +/- 24.01, N = 394638.2121552.0126066.0161988.0185261.0196001.0

TensorFlow Lite

Model: Mobilenet Quant

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet QuantXeon Gold 6226RXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Silver 4215RXeon Gold 521740K80K120K160K200KSE +/- 6.89, N = 3SE +/- 18.56, N = 3SE +/- 16.20, N = 3SE +/- 45.83, N = 3SE +/- 43.41, N = 3SE +/- 22.53, N = 397886.1125780.0130365.0166993.0190214.0201338.0

TensorFlow Lite

Model: Inception ResNet V2

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception ResNet V2Xeon Gold 6226RXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Silver 4215RXeon Gold 5217800K1600K2400K3200K4000KSE +/- 1386.97, N = 3SE +/- 255.76, N = 3SE +/- 1483.81, N = 3SE +/- 343.95, N = 3SE +/- 581.10, N = 3SE +/- 122.88, N = 3180400323139172401157304760035725533774800

Caffe

Model: AlexNet - Acceleration: CPU - Iterations: 100

OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2020-02-13Model: AlexNet - Acceleration: CPU - Iterations: 100Xeon Gold 5217Xeon Silver 4215RXeon Gold 6226RXeon Gold 5218Xeon Silver 4214RXeon Silver 421613K26K39K52K65KSE +/- 56.11, N = 3SE +/- 30.89, N = 3SE +/- 886.82, N = 3SE +/- 45.70, N = 3SE +/- 48.02, N = 3SE +/- 25.17, N = 34863250835528645586356188603951. (CXX) g++ options: -fPIC -O3 -rdynamic -lglog -lgflags -lprotobuf -lpthread -lsz -lz -ldl -lm -llmdb -lopenblas

Caffe

Model: AlexNet - Acceleration: CPU - Iterations: 200

OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2020-02-13Model: AlexNet - Acceleration: CPU - Iterations: 200Xeon Gold 5217Xeon Silver 4215RXeon Gold 6226RXeon Gold 5218Xeon Silver 4214RXeon Silver 421630K60K90K120K150KSE +/- 135.68, N = 3SE +/- 82.28, N = 3SE +/- 1189.59, N = 3SE +/- 25.72, N = 3SE +/- 133.41, N = 3SE +/- 12.17, N = 3973351015981070951114231122811205061. (CXX) g++ options: -fPIC -O3 -rdynamic -lglog -lgflags -lprotobuf -lpthread -lsz -lz -ldl -lm -llmdb -lopenblas

Caffe

Model: GoogleNet - Acceleration: CPU - Iterations: 100

OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2020-02-13Model: GoogleNet - Acceleration: CPU - Iterations: 100Xeon Gold 5217Xeon Silver 4215RXeon Gold 6226RXeon Silver 4214RXeon Gold 5218Xeon Silver 421640K80K120K160K200KSE +/- 38.21, N = 3SE +/- 77.77, N = 3SE +/- 171.00, N = 3SE +/- 26.18, N = 3SE +/- 2086.67, N = 4SE +/- 129.85, N = 31279301330041355331483661555381676801. (CXX) g++ options: -fPIC -O3 -rdynamic -lglog -lgflags -lprotobuf -lpthread -lsz -lz -ldl -lm -llmdb -lopenblas

Caffe

Model: GoogleNet - Acceleration: CPU - Iterations: 200

OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2020-02-13Model: GoogleNet - Acceleration: CPU - Iterations: 200Xeon Gold 5217Xeon Silver 4215RXeon Gold 6226RXeon Silver 4214RXeon Gold 5218Xeon Silver 421670K140K210K280K350KSE +/- 2317.07, N = 3SE +/- 119.06, N = 3SE +/- 244.45, N = 3SE +/- 449.83, N = 3SE +/- 194.73, N = 3SE +/- 231.17, N = 32603672660982700572964103068563362741. (CXX) g++ options: -fPIC -O3 -rdynamic -lglog -lgflags -lprotobuf -lpthread -lsz -lz -ldl -lm -llmdb -lopenblas

PyBench

Total For Average Test Times

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyBench 2018-02-16Total For Average Test TimesXeon Silver 4215RXeon Gold 5218Xeon Gold 6226RXeon Gold 5217Xeon Silver 4214RXeon Silver 421630060090012001500SE +/- 1.20, N = 3SE +/- 1.33, N = 3SE +/- 0.67, N = 3SE +/- 1.53, N = 3SE +/- 1.67, N = 3109411221150118512501369

PyPerformance

Benchmark: pathlib

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pathlibXeon Silver 4215RXeon Gold 5218Xeon Gold 6226RXeon Gold 5217Xeon Silver 4214RXeon 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 = 317.517.718.418.619.621.4

PyPerformance

Benchmark: raytrace

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: raytraceXeon Silver 4215RXeon Gold 5218Xeon Gold 6226RXeon Gold 5217Xeon Silver 4214RXeon Silver 4216130260390520650SE +/- 0.33, N = 3SE +/- 0.33, N = 3465477496502530580

PyPerformance

Benchmark: json_loads

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: json_loadsXeon Silver 4215RXeon Gold 5218Xeon Gold 6226RXeon Gold 5217Xeon Silver 4214RXeon Silver 4216816243240SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.12, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 326.327.028.228.429.933.0

PyPerformance

Benchmark: crypto_pyaes

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: crypto_pyaesXeon Silver 4215RXeon Gold 5218Xeon Gold 6226RXeon Gold 5217Xeon Silver 4214RXeon Silver 4216306090120150106108113115121132

PyPerformance

Benchmark: regex_compile

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: regex_compileXeon Silver 4215RXeon Gold 5218Xeon Gold 6226RXeon Gold 5217Xeon Silver 4214RXeon Silver 42164080120160200SE +/- 0.33, N = 3SE +/- 0.33, N = 3162165172175185201

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

Renaissance

Test: Apache Spark Bayes

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.10.0Test: Apache Spark BayesXeon Gold 6226RXeon Gold 5218Xeon Silver 4214RXeon Silver 4216Xeon Silver 4215RXeon Gold 521790180270360450SE +/- 14.37, N = 25SE +/- 13.77, N = 25SE +/- 1.78, N = 5SE +/- 15.67, N = 25SE +/- 15.78, N = 25SE +/- 17.75, N = 25285.35329.01335.69353.48390.09422.78

ArrayFire

Test: Conjugate Gradient CPU

OpenBenchmarking.orgms, Fewer Is BetterArrayFire 3.7Test: Conjugate Gradient CPUXeon Gold 6226RXeon Gold 5218Xeon Silver 4214RXeon Silver 4216Xeon Gold 5217Xeon Silver 4215R48121620SE +/- 0.333, N = 12SE +/- 0.141, N = 3SE +/- 0.130, N = 3SE +/- 0.236, N = 12SE +/- 0.445, N = 12SE +/- 0.545, N = 158.92810.09211.00011.61014.67017.3901. (CXX) g++ options: -rdynamic

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 5218Xeon Silver 4216Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R246810SE +/- 0.00535, N = 3SE +/- 0.00682, N = 3SE +/- 0.00771, N = 3SE +/- 0.05203, N = 15SE +/- 0.00476, N = 3SE +/- 0.06554, N = 32.354673.635544.726365.998696.308748.50234MIN: 2.27MIN: 3.34MIN: 4.35MIN: 5.24MIN: 5.46MIN: 8.021. (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 5218Xeon Silver 4216Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R20406080100SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.22, N = 3SE +/- 0.40, N = 3SE +/- 0.20, N = 3SE +/- 1.33, N = 328.7743.0455.4971.9476.82111.17MIN: 27.47MIN: 41.57MIN: 53.44MIN: 66.95MIN: 74.86MIN: 102.321. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

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 5218Xeon Silver 4216Xeon Gold 5217Xeon Silver 4214RXeon Silver 4215R0.46460.92921.39381.85842.323SE +/- 0.002054, N = 3SE +/- 0.000779, N = 3SE +/- 0.003885, N = 3SE +/- 0.002305, N = 3SE +/- 0.018087, N = 3SE +/- 0.036617, N = 120.4873900.8070211.0468201.3634101.5363202.064880MIN: 0.46MIN: 0.78MIN: 1MIN: 1.31MIN: 1.46MIN: 1.81. (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 5218Xeon Silver 4216Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R612182430SE +/- 0.00268, N = 3SE +/- 0.00804, N = 3SE +/- 0.03770, N = 3SE +/- 0.31106, N = 3SE +/- 0.01353, N = 3SE +/- 0.07006, N = 37.6532711.4523015.0877019.6089019.6239027.14060MIN: 7.43MIN: 10.93MIN: 14.05MIN: 18.56MIN: 18.74MIN: 25.911. (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 5218Xeon Silver 4216Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R510152025SE +/- 0.01030, N = 3SE +/- 0.01051, N = 3SE +/- 0.00590, N = 3SE +/- 0.03321, N = 3SE +/- 0.00688, N = 3SE +/- 0.18695, N = 35.604468.7147810.6210014.7113015.5363019.23850MIN: 5.48MIN: 8.51MIN: 9.94MIN: 14.1MIN: 14.84MIN: 18.031. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

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 5218Xeon Silver 4216Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R50100150200250SE +/- 0.02, N = 3SE +/- 0.66, N = 3SE +/- 0.02, N = 3SE +/- 1.37, N = 3SE +/- 0.16, N = 3SE +/- 3.28, N = 475.67114.91128.77163.24187.81226.29MIN: 75.02MIN: 113.14MIN: 125.19MIN: 157.58MIN: 184.97MIN: 217.571. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

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 5218Xeon Silver 4216Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R246810SE +/- 0.01221, N = 3SE +/- 0.01033, N = 3SE +/- 0.05872, N = 3SE +/- 0.09488, N = 3SE +/- 0.01439, N = 3SE +/- 0.05748, N = 34.343364.733335.333995.790256.193267.33593MIN: 4.28MIN: 4.67MIN: 5.19MIN: 5.61MIN: 6.13MIN: 7.191. (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 5218Xeon Silver 4216Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R246810SE +/- 0.00419, N = 3SE +/- 0.00241, N = 3SE +/- 0.00529, N = 3SE +/- 0.11939, N = 15SE +/- 0.01043, N = 3SE +/- 0.01251, N = 32.140303.850385.034416.522246.573267.91999MIN: 2.08MIN: 3.8MIN: 4.97MIN: 5.7MIN: 6.5MIN: 7.821. (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 5218Xeon Silver 4216Xeon Gold 5217Xeon Silver 4214RXeon Silver 4215R3691215SE +/- 0.00706, N = 3SE +/- 0.00527, N = 3SE +/- 0.02573, N = 3SE +/- 0.00451, N = 3SE +/- 0.09411, N = 3SE +/- 0.00398, N = 33.195315.786557.637408.266709.440059.92110MIN: 3.15MIN: 5.76MIN: 7.56MIN: 8.22MIN: 9.19MIN: 9.821. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

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 5218Xeon Silver 4216Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R246810SE +/- 0.00498, N = 3SE +/- 0.05571, N = 3SE +/- 0.02297, N = 3SE +/- 0.01349, N = 3SE +/- 0.01236, N = 3SE +/- 0.00688, N = 34.186124.489744.697345.118835.737356.44641MIN: 4.13MIN: 4.36MIN: 4.63MIN: 5.06MIN: 5.68MIN: 6.351. (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 5218Xeon Silver 4216Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R0.43850.8771.31551.7542.1925SE +/- 0.001465, N = 3SE +/- 0.000673, N = 3SE +/- 0.001410, N = 3SE +/- 0.009581, N = 3SE +/- 0.001569, N = 3SE +/- 0.000841, N = 30.5328360.9749001.2722001.4809101.6192701.949030MIN: 0.52MIN: 0.96MIN: 1.25MIN: 1.43MIN: 1.6MIN: 1.931. (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 5218Xeon Silver 4216Xeon Gold 5217Xeon Silver 4215RXeon Silver 4214R0.65821.31641.97462.63283.291SE +/- 0.011697, N = 3SE +/- 0.001357, N = 3SE +/- 0.001583, N = 3SE +/- 0.002328, N = 3SE +/- 0.023518, N = 10SE +/- 0.046743, N = 30.9099431.4430001.8879001.9988702.4867702.925350MIN: 0.87MIN: 1.43MIN: 1.88MIN: 1.98MIN: 2.4MIN: 2.721. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

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 5218Xeon Silver 4216Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R100200300400500SE +/- 0.20, N = 3SE +/- 0.17, N = 3SE +/- 1.04, N = 3SE +/- 3.39, N = 15SE +/- 0.16, N = 3SE +/- 5.44, N = 6180.71251.38325.20355.23381.41462.30MIN: 179.4MIN: 248.92MIN: 321.5MIN: 338.76MIN: 379.82MIN: 453.481. (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 5218Xeon Silver 4216Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R4080120160200SE +/- 0.44, N = 3SE +/- 0.14, N = 3SE +/- 1.50, N = 15SE +/- 1.38, N = 15SE +/- 0.40, N = 3SE +/- 2.33, N = 355.4559.1168.7892.98123.11160.96MIN: 53.35MIN: 57.33MIN: 60.28MIN: 83.79MIN: 120.95MIN: 154.751. (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 5218Xeon Silver 4216Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R714212835SE +/- 0.00328, N = 3SE +/- 0.01827, N = 3SE +/- 0.01706, N = 3SE +/- 0.05354, N = 3SE +/- 0.01913, N = 3SE +/- 0.15412, N = 39.4119616.3004016.3283018.5229024.8090028.98270MIN: 9.06MIN: 16.23MIN: 16.23MIN: 18.35MIN: 24.73MIN: 28.651. (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 Silver 4216Xeon Gold 5218Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R714212835SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 310.5317.3517.3519.8426.2930.31MIN: 10.33MIN: 17.06MIN: 17.06MIN: 19.52MIN: 25.84MIN: 29.811. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

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 5218Xeon Silver 4216Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R714212835SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.10, N = 312.4021.4821.6524.5326.1830.73MIN: 12.3MIN: 21.36MIN: 21.41MIN: 24.23MIN: 26.12MIN: 30.461. (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 5218Xeon Silver 4216Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R0.63811.27621.91432.55243.1905SE +/- 0.005408, N = 3SE +/- 0.001138, N = 3SE +/- 0.006768, N = 3SE +/- 0.010448, N = 3SE +/- 0.004177, N = 3SE +/- 0.016989, N = 30.9577371.2267801.5428301.8226402.1165602.835850MIN: 0.91MIN: 1.18MIN: 1.48MIN: 1.76MIN: 2.07MIN: 2.721. (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: u8s8f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Matrix Multiply Batch Shapes Transformer - Data Type: u8s8f32 - Engine: CPUXeon Gold 6226RXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R0.28520.57040.85561.14081.426SE +/- 0.005095, N = 3SE +/- 0.006250, N = 3SE +/- 0.003025, N = 3SE +/- 0.004602, N = 3SE +/- 0.004818, N = 3SE +/- 0.002638, N = 30.4928720.5812110.7351950.8699871.0523401.267750MIN: 0.46MIN: 0.54MIN: 0.69MIN: 0.82MIN: 1MIN: 1.191. (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: bf16bf16bf16 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Matrix Multiply Batch Shapes Transformer - Data Type: bf16bf16bf16 - Engine: CPUXeon Gold 6226RXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R246810SE +/- 0.00160, N = 3SE +/- 0.00570, N = 3SE +/- 0.00486, N = 3SE +/- 0.00500, N = 3SE +/- 0.04464, N = 3SE +/- 0.02147, N = 32.036183.495343.499004.004025.399526.18442MIN: 1.94MIN: 3.38MIN: 3.41MIN: 3.87MIN: 5.14MIN: 5.91. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

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: 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 Gold 5218Xeon Silver 4214RXeon Silver 42160.08210.16420.24630.32840.4105SE +/- 0.002, N = 3SE +/- 0.002, N = 3SE +/- 0.001, N = 3SE +/- 0.001, N = 3SE +/- 0.005, N = 3SE +/- 0.002, N = 30.2930.2940.3030.3230.3290.3651. (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 - Average Latency

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 50 - Mode: Read Only - Average LatencyXeon Gold 6226RXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Silver 4215RXeon Gold 52170.04010.08020.12030.16040.2005SE +/- 0.001, N = 3SE +/- 0.001, N = 3SE +/- 0.000, N = 3SE +/- 0.000, N = 3SE +/- 0.001, N = 3SE +/- 0.001, N = 30.0840.1080.1100.1320.1720.1781. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -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 5218Xeon Silver 4216Xeon Silver 4214RXeon Silver 4215RXeon Gold 52170.08730.17460.26190.34920.4365SE +/- 0.000, N = 3SE +/- 0.001, N = 3SE +/- 0.000, N = 3SE +/- 0.003, N = 3SE +/- 0.002, N = 3SE +/- 0.001, N = 30.1850.2320.2380.2880.3780.3881. (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 5218Xeon Silver 4216Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R0.25310.50620.75931.01241.2655SE +/- 0.003, N = 3SE +/- 0.005, N = 3SE +/- 0.005, N = 3SE +/- 0.010, N = 3SE +/- 0.015, N = 3SE +/- 0.016, N = 30.5090.6220.6350.7821.1171.1251. (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 - Average Latency

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 50 - Mode: Read Write - Average LatencyXeon Gold 5217Xeon Silver 4215RXeon Gold 6226RXeon Silver 4214RXeon Gold 5218Xeon Silver 4216510152025SE +/- 0.05, N = 3SE +/- 0.06, N = 3SE +/- 0.04, N = 3SE +/- 0.12, N = 3SE +/- 0.03, N = 3SE +/- 0.08, N = 314.4314.9315.3416.1016.3818.721. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

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 5217Xeon Silver 4215RXeon Gold 6226RXeon 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 = 30.0450.0470.0480.0510.0550.0591. (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 5217Xeon Silver 4215RXeon Gold 6226RXeon Silver 4214RXeon Gold 5218Xeon Silver 42161020304050SE +/- 0.24, N = 3SE +/- 0.33, N = 3SE +/- 0.45, N = 3SE +/- 0.32, N = 3SE +/- 0.12, N = 3SE +/- 0.53, N = 636.2037.2037.7639.9041.2845.911. (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 - Average Latency

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 250 - Mode: Read Write - Average LatencyXeon Gold 5217Xeon Silver 4215RXeon Gold 6226RXeon Silver 4214RXeon Gold 5218Xeon Silver 4216306090120150SE +/- 1.33, N = 15SE +/- 1.54, N = 15SE +/- 1.44, N = 15SE +/- 2.54, N = 15SE +/- 2.11, N = 3SE +/- 1.73, N = 15122.92125.38132.19143.98144.77155.751. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

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 5217Xeon Silver 4215RXeon Gold 6226RXeon Gold 5218Xeon Silver 4214RXeon Silver 42160.09770.19540.29310.39080.4885SE +/- 0.001, N = 3SE +/- 0.002, N = 3SE +/- 0.004, N = 3SE +/- 0.001, N = 3SE +/- 0.001, N = 3SE +/- 0.004, N = 30.3410.3440.3470.3700.3720.4341. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

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 Silver 4216Xeon Gold 5218Xeon Silver 4214RXeon Silver 4215RXeon Gold 52170.05060.10120.15180.20240.253SE +/- 0.001, N = 3SE +/- 0.001, N = 3SE +/- 0.001, N = 3SE +/- 0.002, N = 5SE +/- 0.000, N = 3SE +/- 0.004, N = 30.1220.1390.1400.1640.2200.2251. (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

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 5218Xeon Silver 4216Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R0.10890.21780.32670.43560.5445SE +/- 0.002, N = 3SE +/- 0.000, N = 3SE +/- 0.000, N = 3SE +/- 0.003, N = 3SE +/- 0.002, N = 3SE +/- 0.000, N = 30.2390.2730.2790.3430.4800.4841. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

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 5218Xeon Silver 4216Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R0.3150.630.9451.261.575SE +/- 0.002, N = 3SE +/- 0.002, N = 3SE +/- 0.001, N = 3SE +/- 0.012, N = 3SE +/- 0.004, N = 3SE +/- 0.002, N = 30.6250.7530.7660.9601.3731.4001. (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 5218Xeon Silver 4216Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R0.39980.79961.19941.59921.999SE +/- 0.002, N = 3SE +/- 0.002, N = 3SE +/- 0.001, N = 3SE +/- 0.001, N = 3SE +/- 0.002, N = 3SE +/- 0.011, N = 31.0881.2321.2391.3811.7451.7771. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

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 5217Xeon Silver 4215RXeon Gold 6226RXeon Gold 5218Xeon Silver 4214RXeon Silver 42160.10240.20480.30720.40960.512SE +/- 0.003, N = 3SE +/- 0.003, N = 3SE +/- 0.003, N = 3SE +/- 0.003, N = 3SE +/- 0.005, N = 3SE +/- 0.004, N = 30.3620.3620.3690.3930.3980.4551. (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 - Average Latency

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1000 - Clients: 50 - Mode: Read Only - Average LatencyXeon Gold 6226RXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R0.05670.11340.17010.22680.2835SE +/- 0.001, N = 3SE +/- 0.000, N = 3SE +/- 0.000, N = 3SE +/- 0.002, N = 15SE +/- 0.002, N = 10SE +/- 0.001, N = 30.1370.1510.1520.1780.2390.2521. (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 5218Xeon Silver 4216Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R0.86041.72082.58123.44164.302SE +/- 0.003, N = 3SE +/- 0.003, N = 3SE +/- 0.003, N = 3SE +/- 0.003, N = 3SE +/- 0.005, N = 3SE +/- 0.006, N = 32.0662.3442.3932.8513.7703.8241. (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 - Average Latency

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 250 - Mode: Read Write - Average LatencyXeon Gold 6226RXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R3691215SE +/- 0.007, N = 3SE +/- 0.013, N = 3SE +/- 0.009, N = 3SE +/- 0.006, N = 3SE +/- 0.036, N = 3SE +/- 0.002, N = 36.1246.9737.0928.76112.01312.3801. (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 Silver 4216Xeon Gold 5218Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R0.11750.2350.35250.470.5875SE +/- 0.001, N = 3SE +/- 0.001, N = 3SE +/- 0.001, N = 3SE +/- 0.001, N = 3SE +/- 0.001, N = 3SE +/- 0.001, N = 30.2630.2970.2980.3620.5140.5221. (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 5218Xeon Silver 4216Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R0.33370.66741.00111.33481.6685SE +/- 0.002, N = 3SE +/- 0.002, N = 3SE +/- 0.002, N = 3SE +/- 0.002, N = 3SE +/- 0.001, N = 3SE +/- 0.000, N = 30.6750.7900.8041.0281.4531.4831. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

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 5218Xeon Silver 4216Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R0.41470.82941.24411.65882.0735SE +/- 0.003, N = 3SE +/- 0.002, N = 3SE +/- 0.005, N = 3SE +/- 0.001, N = 3SE +/- 0.006, N = 3SE +/- 0.003, N = 31.2861.3971.4281.4851.8301.8431. (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 5218Xeon Silver 4216Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R0.86631.73262.59893.46524.3315SE +/- 0.024, N = 8SE +/- 0.005, N = 3SE +/- 0.004, N = 3SE +/- 0.003, N = 3SE +/- 0.004, N = 3SE +/- 0.004, N = 32.3142.5472.6252.9653.7793.8501. (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 5218Xeon Silver 4216Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R3691215SE +/- 0.009, N = 3SE +/- 0.016, N = 3SE +/- 0.018, N = 3SE +/- 0.014, N = 3SE +/- 0.009, N = 3SE +/- 0.037, N = 36.1937.0287.2108.31311.17511.5481. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

Mobile Neural Network

Model: SqueezeNetV1.0

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2020-09-17Model: SqueezeNetV1.0Xeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 6226RXeon Silver 4216Xeon Gold 52183691215SE +/- 0.009, N = 3SE +/- 0.007, N = 3SE +/- 0.039, N = 3SE +/- 0.173, N = 12SE +/- 0.030, N = 3SE +/- 0.014, N = 38.3319.79010.16411.77811.78911.853MIN: 8.26 / MAX: 18.91MIN: 9.7 / MAX: 11.3MIN: 9.93 / MAX: 24.18MIN: 9.24 / MAX: 28.58MIN: 11.54 / MAX: 26.8MIN: 11.62 / MAX: 13.291. (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

Mobile Neural Network

Model: resnet-v2-50

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2020-09-17Model: resnet-v2-50Xeon Gold 5217Xeon Gold 6226RXeon Silver 4214RXeon Silver 4215RXeon Silver 4216Xeon Gold 52181428425670SE +/- 0.09, N = 3SE +/- 0.19, N = 12SE +/- 0.16, N = 3SE +/- 0.11, N = 3SE +/- 0.17, N = 3SE +/- 0.12, N = 351.3355.0755.3958.7263.2263.27MIN: 51.03 / MAX: 63.67MIN: 44.1 / MAX: 86.95MIN: 54.93 / MAX: 68.36MIN: 54.12 / MAX: 73.09MIN: 62.81 / MAX: 79.43MIN: 62.9 / MAX: 77.91. (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

Mobile Neural Network

Model: MobileNetV2_224

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2020-09-17Model: MobileNetV2_224Xeon Gold 5217Xeon Silver 4214RXeon Silver 4215RXeon Gold 6226RXeon Silver 4216Xeon Gold 5218246810SE +/- 0.012, N = 3SE +/- 0.009, N = 3SE +/- 0.020, N = 3SE +/- 0.042, N = 12SE +/- 0.033, N = 3SE +/- 0.005, N = 34.7244.8945.4526.7007.1537.223MIN: 4.63 / MAX: 9.17MIN: 4.72 / MAX: 9.35MIN: 5.34 / MAX: 9.91MIN: 4.88 / MAX: 24.41MIN: 6.95 / MAX: 11.78MIN: 7.03 / MAX: 22.531. (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

Mobile Neural Network

Model: mobilenet-v1-1.0

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2020-09-17Model: mobilenet-v1-1.0Xeon Gold 5217Xeon Gold 6226RXeon Silver 4215RXeon Silver 4216Xeon Gold 5218Xeon Silver 4214R3691215SE +/- 0.001, N = 3SE +/- 0.241, N = 12SE +/- 0.008, N = 3SE +/- 0.004, N = 3SE +/- 0.036, N = 3SE +/- 0.019, N = 39.5409.77510.97811.33011.38912.564MIN: 9.46 / MAX: 22.43MIN: 5.67 / MAX: 26.34MIN: 10.87 / MAX: 25.4MIN: 11.2 / MAX: 26.27MIN: 11.21 / MAX: 26.31MIN: 12.44 / MAX: 26.721. (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

Mobile Neural Network

Model: inception-v3

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2020-09-17Model: inception-v3Xeon Silver 4214RXeon Gold 6226RXeon Silver 4216Xeon Gold 5218Xeon Gold 5217Xeon Silver 4215R1428425670SE +/- 0.05, N = 3SE +/- 0.19, N = 12SE +/- 0.13, N = 3SE +/- 0.04, N = 3SE +/- 0.08, N = 3SE +/- 0.05, N = 347.0047.1549.6149.7453.3461.37MIN: 45.38 / MAX: 60.15MIN: 39.63 / MAX: 81.39MIN: 49.27 / MAX: 66.02MIN: 49.49 / MAX: 71.6MIN: 52.96 / MAX: 67.11MIN: 61.01 / MAX: 75.771. (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

NCNN

Target: CPU - Model: squeezenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: squeezenetXeon Gold 6226RXeon Silver 4214RXeon Gold 5218Xeon Silver 4216Xeon Gold 5217Xeon Silver 4215R510152025SE +/- 0.11, N = 3SE +/- 0.22, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.15, N = 3SE +/- 0.05, N = 316.9617.1717.8417.8418.0120.52MIN: 14.26 / MAX: 62.5MIN: 16.88 / MAX: 17.82MIN: 17.72 / MAX: 18.12MIN: 17.68 / MAX: 22.28MIN: 17.65 / MAX: 18.99MIN: 20.02 / MAX: 32.811. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: mobilenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: mobilenetXeon Silver 4214RXeon Gold 6226RXeon Gold 5217Xeon Gold 5218Xeon Silver 4216Xeon Silver 4215R612182430SE +/- 0.18, N = 3SE +/- 0.21, N = 3SE +/- 0.14, N = 3SE +/- 0.17, N = 3SE +/- 0.16, N = 3SE +/- 0.15, N = 320.7420.9022.3622.5322.6625.14MIN: 20.4 / MAX: 46.8MIN: 18.02 / MAX: 59.11MIN: 22.04 / MAX: 23.04MIN: 22.25 / MAX: 23.04MIN: 22.32 / MAX: 30.02MIN: 24.9 / MAX: 37.531. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

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

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU-v2-v2 - Model: mobilenet-v2Xeon Silver 4214RXeon Gold 5217Xeon Gold 6226RXeon Silver 4215RXeon Silver 4216Xeon Gold 5218246810SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.12, N = 3SE +/- 0.05, N = 3SE +/- 0.06, N = 3SE +/- 0.05, N = 36.406.536.947.467.477.76MIN: 6.18 / MAX: 10.39MIN: 6.31 / MAX: 29.19MIN: 5.67 / MAX: 14.28MIN: 7.26 / MAX: 20.58MIN: 7.27 / MAX: 11.8MIN: 7.34 / MAX: 12.111. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

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

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU-v3-v3 - Model: mobilenet-v3Xeon Gold 5217Xeon Silver 4214RXeon Gold 6226RXeon Silver 4215RXeon Silver 4216Xeon Gold 5218246810SE +/- 0.06, N = 3SE +/- 0.02, N = 3SE +/- 0.12, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 35.555.686.266.316.516.68MIN: 5.36 / MAX: 9.52MIN: 5.53 / MAX: 9.85MIN: 5.15 / MAX: 24.82MIN: 6.16 / MAX: 10.73MIN: 6.36 / MAX: 11.63MIN: 6.44 / MAX: 11.081. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: shufflenet-v2

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: shufflenet-v2Xeon Gold 5217Xeon Silver 4214RXeon Silver 4215RXeon Gold 6226RXeon Silver 4216Xeon Gold 5218246810SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.15, N = 3SE +/- 0.01, N = 3SE +/- 0.07, N = 35.115.615.795.966.206.56MIN: 4.92 / MAX: 8.88MIN: 5.39 / MAX: 9.27MIN: 5.67 / MAX: 10.14MIN: 5.08 / MAX: 49.2MIN: 6.08 / MAX: 10.37MIN: 6.2 / MAX: 10.51. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: mnasnet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: mnasnetXeon Gold 5217Xeon Silver 4214RXeon Gold 6226RXeon Silver 4215RXeon Silver 4216Xeon Gold 5218246810SE +/- 0.06, N = 3SE +/- 0.10, N = 3SE +/- 0.06, N = 3SE +/- 0.02, N = 3SE +/- 0.10, N = 3SE +/- 0.14, N = 35.896.076.466.626.847.17MIN: 5.67 / MAX: 9.8MIN: 5.75 / MAX: 10.38MIN: 5.35 / MAX: 27.71MIN: 6.53 / MAX: 10.67MIN: 6.65 / MAX: 10.68MIN: 6.7 / MAX: 11.21. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: efficientnet-b0

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: efficientnet-b0Xeon Gold 5217Xeon Silver 4214RXeon Gold 6226RXeon Silver 4216Xeon Silver 4215RXeon Gold 52183691215SE +/- 0.04, N = 3SE +/- 0.15, N = 3SE +/- 0.03, N = 3SE +/- 0.11, N = 3SE +/- 0.02, N = 3SE +/- 0.19, N = 38.248.298.789.159.379.72MIN: 8.09 / MAX: 10.51MIN: 7.87 / MAX: 9.01MIN: 7.29 / MAX: 46.58MIN: 8.91 / MAX: 10.17MIN: 9.31 / MAX: 9.58MIN: 9.08 / MAX: 10.321. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: blazeface

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: blazefaceXeon Gold 5217Xeon Silver 4214RXeon Silver 4215RXeon Gold 6226RXeon Silver 4216Xeon Gold 52180.6751.352.0252.73.375SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.11, N = 3SE +/- 0.01, N = 3SE +/- 0.12, N = 32.232.462.552.752.873.00MIN: 2.19 / MAX: 2.4MIN: 2.43 / MAX: 3.15MIN: 2.52 / MAX: 3.47MIN: 2.27 / MAX: 14.58MIN: 2.82 / MAX: 3.02MIN: 2.84 / MAX: 3.281. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: googlenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: googlenetXeon Silver 4214RXeon Gold 5217Xeon Gold 6226RXeon Silver 4215RXeon Gold 5218Xeon Silver 421648121620SE +/- 0.02, N = 3SE +/- 0.45, N = 3SE +/- 0.10, N = 3SE +/- 0.44, N = 3SE +/- 0.03, N = 3SE +/- 0.09, N = 315.8716.4117.2317.6717.7417.75MIN: 15.78 / MAX: 28.87MIN: 15.44 / MAX: 19.76MIN: 13.87 / MAX: 31.28MIN: 17.13 / MAX: 19.67MIN: 17.64 / MAX: 18.79MIN: 17.58 / MAX: 18.711. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: vgg16

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: vgg16Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226RXeon Silver 4214RXeon Gold 5217Xeon Silver 4215R1020304050SE +/- 0.05, N = 3SE +/- 0.26, N = 3SE +/- 0.15, N = 3SE +/- 0.70, N = 3SE +/- 0.63, N = 3SE +/- 0.67, N = 332.6933.2133.9337.4641.1645.84MIN: 32.47 / MAX: 33.84MIN: 32.57 / MAX: 58.1MIN: 30.78 / MAX: 51.72MIN: 36.53 / MAX: 53.53MIN: 39.87 / MAX: 42.29MIN: 44.39 / MAX: 59.11. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: resnet18

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: resnet18Xeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Gold 6226RXeon Gold 5217Xeon Silver 4215R48121620SE +/- 0.01, N = 3SE +/- 0.07, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.38, N = 3SE +/- 0.39, N = 312.0012.2612.3312.5612.9813.64MIN: 11.94 / MAX: 12.22MIN: 12.1 / MAX: 33.42MIN: 12.26 / MAX: 13.18MIN: 10.99 / MAX: 34.48MIN: 12.13 / MAX: 23.67MIN: 13.18 / MAX: 14.531. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: alexnet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: alexnetXeon Gold 6226RXeon Silver 4214RXeon Gold 5218Xeon Silver 4216Xeon Gold 5217Xeon Silver 4215R3691215SE +/- 0.07, N = 3SE +/- 0.01, N = 3SE +/- 0.19, N = 3SE +/- 0.20, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 39.159.249.459.749.9410.46MIN: 8.06 / MAX: 25.82MIN: 9.19 / MAX: 9.43MIN: 9.2 / MAX: 10.41MIN: 9.43 / MAX: 10.27MIN: 9.87 / MAX: 10.38MIN: 10.39 / MAX: 11.071. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: resnet50

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: resnet50Xeon Gold 6226RXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R714212835SE +/- 0.42, N = 3SE +/- 0.02, N = 3SE +/- 0.18, N = 3SE +/- 0.77, N = 3SE +/- 0.50, N = 3SE +/- 0.53, N = 323.0924.1824.3726.5727.8531.22MIN: 20.86 / MAX: 37.75MIN: 24.06 / MAX: 27.07MIN: 23.89 / MAX: 24.83MIN: 25.65 / MAX: 28.84MIN: 26.77 / MAX: 28.94MIN: 30.08 / MAX: 36.61. (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 Gold 5218Xeon Silver 4214RXeon Silver 4215RXeon Silver 4216816243240SE +/- 0.20, N = 3SE +/- 0.27, N = 3SE +/- 0.15, N = 3SE +/- 0.31, N = 3SE +/- 0.26, N = 3SE +/- 0.16, N = 327.5530.6230.9231.0532.3332.49MIN: 24.94 / MAX: 42.25MIN: 29.57 / MAX: 43.11MIN: 30.46 / MAX: 46.28MIN: 29.92 / MAX: 41MIN: 31.66 / MAX: 33.7MIN: 31.07 / MAX: 34.561. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

TNN

Target: CPU - Model: MobileNet v2

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: MobileNet v2Xeon Silver 4215RXeon Gold 5218Xeon Gold 5217Xeon Gold 6226RXeon Silver 4214RXeon Silver 421690180270360450SE +/- 0.48, N = 3SE +/- 0.20, N = 3SE +/- 0.05, N = 3SE +/- 1.03, N = 3SE +/- 0.09, N = 3SE +/- 1.15, N = 3345.29368.64369.18380.26396.34435.97MIN: 343.33 / MAX: 409.05MIN: 367.48 / MAX: 382.69MIN: 368.03 / MAX: 371.89MIN: 361.69 / MAX: 481.91MIN: 394.92 / MAX: 403.77MIN: 433.84 / MAX: 535.571. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl

TNN

Target: CPU - Model: SqueezeNet v1.1

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: SqueezeNet v1.1Xeon Silver 4215RXeon Gold 5218Xeon Gold 6226RXeon Gold 5217Xeon Silver 4214RXeon Silver 421690180270360450SE +/- 0.06, N = 3SE +/- 0.09, N = 3SE +/- 0.38, N = 3SE +/- 0.06, N = 3SE +/- 0.19, N = 3SE +/- 0.23, N = 3337.03344.96357.94363.45384.24420.31MIN: 336.18 / MAX: 340.14MIN: 344.22 / MAX: 347.91MIN: 354.21 / MAX: 364.73MIN: 362.81 / MAX: 366.26MIN: 383.62 / MAX: 388.22MIN: 419.42 / MAX: 423.131. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl

OpenVINO

Model: Face Detection 0106 FP16 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2021.1Model: Face Detection 0106 FP16 - Device: CPUXeon Gold 6226RXeon Silver 42168001600240032004000SE +/- 1.28, N = 3SE +/- 12.74, N = 31576.483561.921. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -pie -pthread -lpthread

OpenVINO

Model: Face Detection 0106 FP32 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2021.1Model: Face Detection 0106 FP32 - Device: CPUXeon Gold 6226RXeon Silver 42168001600240032004000SE +/- 4.19, N = 3SE +/- 10.58, N = 31583.493549.791. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -pie -pthread -lpthread

OpenVINO

Model: Person Detection 0106 FP16 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2021.1Model: Person Detection 0106 FP16 - Device: CPUXeon Gold 6226RXeon Silver 421612002400360048006000SE +/- 7.14, N = 3SE +/- 13.16, N = 32812.045653.791. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -pie -pthread -lpthread

OpenVINO

Model: Person Detection 0106 FP32 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2021.1Model: Person Detection 0106 FP32 - Device: CPUXeon Gold 6226RXeon Silver 421612002400360048006000SE +/- 19.81, N = 3SE +/- 19.37, N = 32801.805666.811. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -pie -pthread -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 Gold 6226RXeon Silver 42160.23630.47260.70890.94521.1815SE +/- 0.00, N = 3SE +/- 0.00, N = 30.571.051. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -pie -pthread -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 Gold 6226RXeon Silver 42160.23630.47260.70890.94521.1815SE +/- 0.00, N = 3SE +/- 0.00, N = 30.561.051. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -pie -pthread -lpthread

DaCapo Benchmark

Java Test: H2

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: H2Xeon Gold 5217Xeon Silver 4215RXeon Gold 6226RXeon Silver 4214RXeon Gold 5218Xeon Silver 421615003000450060007500SE +/- 59.46, N = 5SE +/- 34.95, N = 4SE +/- 31.00, N = 4SE +/- 67.50, N = 4SE +/- 39.96, N = 4SE +/- 21.52, N = 4465948255141560558926854

DaCapo Benchmark

Java Test: Jython

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: JythonXeon Gold 6226RXeon Gold 5218Xeon Silver 4215RXeon Gold 5217Xeon Silver 4214RXeon Silver 421612002400360048006000SE +/- 28.33, N = 4SE +/- 48.91, N = 4SE +/- 59.07, N = 4SE +/- 65.70, N = 4SE +/- 21.64, N = 4SE +/- 35.63, N = 4459249234934506852205632

DaCapo Benchmark

Java Test: Tradesoap

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: TradesoapXeon Gold 6226RXeon Gold 5218Xeon Silver 4214RXeon Silver 4216Xeon Gold 5217Xeon Silver 4215R12002400360048006000SE +/- 47.32, N = 4SE +/- 12.82, N = 4SE +/- 29.27, N = 4SE +/- 46.89, N = 4SE +/- 38.11, N = 4SE +/- 40.24, N = 4392643674516475349625474

DaCapo Benchmark

Java Test: Tradebeans

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: TradebeansXeon Gold 5217Xeon Silver 4215RXeon Gold 6226RXeon Silver 4214RXeon Gold 5218Xeon Silver 42162K4K6K8K10KSE +/- 20.46, N = 4SE +/- 10.70, N = 4SE +/- 38.64, N = 4SE +/- 73.02, N = 4SE +/- 86.99, N = 4SE +/- 114.57, N = 4559559437064729578439182

Go Benchmarks

Test: build

OpenBenchmarking.orgNanoseconds/Operation, Fewer Is BetterGo BenchmarksTest: buildXeon Silver 4215RXeon Gold 6226RXeon Gold 5217Xeon Gold 5218Xeon Silver 4214RXeon Silver 42167000M14000M21000M28000M35000MSE +/- 145024313.63, N = 3SE +/- 47797408.02, N = 3SE +/- 272072229.27, N = 3SE +/- 393927881.59, N = 4SE +/- 373171121.23, N = 3SE +/- 184494389.91, N = 3265555206362699618676727201247588290041912713043529577733843207555

Unpacking The Linux Kernel

linux-4.15.tar.xz

OpenBenchmarking.orgSeconds, Fewer Is BetterUnpacking The Linux Kernellinux-4.15.tar.xzXeon Gold 6226RXeon Gold 5218Xeon Silver 4215RXeon Gold 5217Xeon Silver 4214RXeon Silver 4216246810SE +/- 0.014, N = 4SE +/- 0.027, N = 4SE +/- 0.060, N = 4SE +/- 0.020, N = 4SE +/- 0.083, N = 4SE +/- 0.063, N = 46.4216.4576.5076.8027.3017.887

WireGuard + Linux Networking Stack Stress Test

OpenBenchmarking.orgSeconds, Fewer Is BetterWireGuard + Linux Networking Stack Stress TestXeon Gold 6226RXeon Gold 5217Xeon Silver 4214RXeon Gold 5218Xeon Silver 4215RXeon Silver 421670140210280350SE +/- 1.11, N = 3SE +/- 1.05, N = 3SE +/- 0.52, N = 3SE +/- 0.61, N = 3SE +/- 1.41, N = 3SE +/- 0.70, N = 3260.60269.27288.34305.82307.62322.50

Rodinia

Test: OpenMP LavaMD

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP LavaMDXeon Gold 6226RXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Silver 4215RXeon Gold 521770140210280350SE +/- 0.62, N = 3SE +/- 0.26, N = 3SE +/- 0.19, N = 3SE +/- 1.03, N = 3SE +/- 0.42, N = 3SE +/- 0.28, N = 3166.38191.88205.43237.07294.60308.421. (CXX) g++ options: -O2 -lOpenCL

Rodinia

Test: OpenMP HotSpot3D

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP HotSpot3DXeon Silver 4215RXeon Gold 6226RXeon Gold 5218Xeon Gold 5217Xeon Silver 4214RXeon Silver 4216306090120150SE +/- 0.25, N = 3SE +/- 0.16, N = 3SE +/- 0.55, N = 3SE +/- 1.68, N = 4SE +/- 1.72, N = 4SE +/- 0.06, N = 3108.51109.73116.74117.95127.22137.501. (CXX) g++ options: -O2 -lOpenCL

Rodinia

Test: OpenMP Leukocyte

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP LeukocyteXeon Gold 6226RXeon Gold 5218Xeon Silver 4214RXeon Silver 4216Xeon Silver 4215RXeon Gold 52174080120160200SE +/- 0.87, N = 3SE +/- 0.79, N = 3SE +/- 0.08, N = 3SE +/- 0.21, N = 3SE +/- 0.77, N = 3SE +/- 2.29, N = 12108.88125.27131.67136.87159.92172.191. (CXX) g++ options: -O2 -lOpenCL

Rodinia

Test: OpenMP CFD Solver

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP CFD SolverXeon Gold 6226RXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Silver 4215RXeon Gold 5217612182430SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.11, N = 3SE +/- 0.05, N = 312.8114.9915.6918.7824.6925.111. (CXX) g++ options: -O2 -lOpenCL

Rodinia

Test: OpenMP Streamcluster

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP StreamclusterXeon Gold 6226RXeon Gold 5218Xeon Silver 4214RXeon Gold 5217Xeon Silver 4216Xeon Silver 4215R48121620SE +/- 0.024, N = 3SE +/- 0.004, N = 3SE +/- 0.031, N = 3SE +/- 0.132, N = 3SE +/- 0.170, N = 15SE +/- 0.074, N = 39.89210.81012.49512.52112.56014.0361. (CXX) g++ options: -O2 -lOpenCL

Dolfyn

Computational Fluid Dynamics

OpenBenchmarking.orgSeconds, Fewer Is BetterDolfyn 0.527Computational Fluid DynamicsXeon Gold 6226RXeon Silver 4215RXeon Gold 5218Xeon Gold 5217Xeon Silver 4214RXeon Silver 4216612182430SE +/- 0.00, N = 3SE +/- 0.09, N = 3SE +/- 0.17, N = 3SE +/- 0.07, N = 3SE +/- 0.15, N = 3SE +/- 0.24, N = 321.4821.5921.7922.5923.8526.10

Nebular Empirical Analysis Tool

OpenBenchmarking.orgSeconds, Fewer Is BetterNebular Empirical Analysis Tool 2020-02-29Xeon Gold 6226RXeon Gold 5218Xeon Silver 4214RXeon Silver 4216Xeon Gold 5217Xeon Silver 4215R612182430SE +/- 0.18, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 318.5918.7920.2920.3522.8523.171. (F9X) gfortran options: -cpp -ffree-line-length-0 -Jsource/ -fopenmp -O3 -fno-backtrace

Polyhedron Fortran Benchmarks

Benchmark: ac

OpenBenchmarking.orgSeconds, Fewer Is BetterPolyhedron Fortran BenchmarksBenchmark: acXeon Silver 4215RXeon Gold 5218Xeon Gold 6226RXeon Gold 5217Xeon Silver 4214RXeon Silver 42162468105.515.655.705.956.306.89

Polyhedron Fortran Benchmarks

Benchmark: linpk

OpenBenchmarking.orgSeconds, Fewer Is BetterPolyhedron Fortran BenchmarksBenchmark: linpkXeon Gold 6226RXeon Gold 5218Xeon Silver 4216Xeon Gold 5217Xeon Silver 4214RXeon Silver 4215R1.04182.08363.12544.16725.2093.473.603.814.084.124.63

Polyhedron Fortran Benchmarks

Benchmark: tfft2

OpenBenchmarking.orgSeconds, Fewer Is BetterPolyhedron Fortran BenchmarksBenchmark: tfft2Xeon Gold 6226RXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R102030405031.8334.4834.5938.0839.2141.80

Polyhedron Fortran Benchmarks

Benchmark: rnflow

OpenBenchmarking.orgSeconds, Fewer Is BetterPolyhedron Fortran BenchmarksBenchmark: rnflowXeon Silver 4215RXeon Gold 6226RXeon Gold 5218Xeon Gold 5217Xeon Silver 4214RXeon Silver 421651015202515.1615.3915.8216.3717.2918.72

Polyhedron Fortran Benchmarks

Benchmark: protein

OpenBenchmarking.orgSeconds, Fewer Is BetterPolyhedron Fortran BenchmarksBenchmark: proteinXeon Silver 4215RXeon Gold 5218Xeon Gold 6226RXeon Gold 5217Xeon Silver 4214RXeon Silver 421651015202515.6716.0616.1116.9317.9319.59

Timed HMMer Search

Pfam Database Search

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed HMMer Search 3.3.1Pfam Database SearchXeon Silver 4215RXeon Gold 5217Xeon Gold 6226RXeon Gold 5218Xeon Silver 4214RXeon Silver 421650100150200250SE +/- 0.12, N = 3SE +/- 0.27, N = 3SE +/- 0.31, N = 3SE +/- 0.46, N = 3SE +/- 0.26, N = 3SE +/- 0.37, N = 3166.25169.81172.69203.83204.49230.991. (CC) gcc options: -O3 -pthread -lhmmer -leasel -lm

Incompact3D

Input: Cylinder

OpenBenchmarking.orgSeconds, Fewer Is BetterIncompact3D 2020-09-17Input: CylinderXeon Gold 6226RXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Silver 4215RXeon Gold 5217130260390520650SE +/- 2.34, N = 3SE +/- 2.66, N = 3SE +/- 4.16, N = 3SE +/- 1.50, N = 3SE +/- 7.01, N = 5SE +/- 2.26, N = 3346.25435.62450.21490.18575.25614.211. (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

Timed MAFFT Alignment

Multiple Sequence Alignment - LSU RNA

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed MAFFT Alignment 7.471Multiple Sequence Alignment - LSU RNAXeon Gold 6226RXeon Gold 5218Xeon Silver 4215RXeon Gold 5217Xeon Silver 4214RXeon Silver 42163691215SE +/- 0.02, N = 3SE +/- 0.13, N = 3SE +/- 0.07, N = 3SE +/- 0.04, N = 3SE +/- 0.05, N = 3SE +/- 0.06, N = 310.0310.4410.7310.7311.0911.881. (CC) gcc options: -std=c99 -O3 -lm -lpthread

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 Silver 4215RXeon Gold 5217Xeon Silver 4214RXeon Gold 5218Xeon Silver 421660120180240300SE +/- 1.45, N = 3SE +/- 0.88, N = 3SE +/- 1.00, N = 3SE +/- 2.03, N = 3SE +/- 2.52, N = 32162482572592632731. (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

Bork File Encrypter

File Encryption Time

OpenBenchmarking.orgSeconds, Fewer Is BetterBork File Encrypter 1.4File Encryption TimeXeon Silver 4215RXeon Gold 5218Xeon Gold 6226RXeon Gold 5217Xeon Silver 4214RXeon Silver 42163691215SE +/- 0.043, N = 3SE +/- 0.029, N = 3SE +/- 0.020, N = 3SE +/- 0.032, N = 3SE +/- 0.034, N = 3SE +/- 0.019, N = 37.6877.8517.8858.2118.6759.484

Java Gradle Build

Gradle Build: Reactor

OpenBenchmarking.orgSeconds, Fewer Is BetterJava Gradle BuildGradle Build: ReactorXeon Gold 6226RXeon Gold 5218Xeon Gold 5217Xeon Silver 4215RXeon Silver 4216Xeon Silver 4214R70140210280350SE +/- 3.36, N = 3SE +/- 4.27, N = 9SE +/- 3.39, N = 9SE +/- 2.08, N = 3SE +/- 3.30, N = 9SE +/- 4.08, N = 9285.28299.59307.18322.21324.35328.06

libavif avifenc

Encoder Speed: 0

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.7.3Encoder Speed: 0Xeon Gold 6226RXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R306090120150SE +/- 0.23, N = 3SE +/- 0.40, N = 3SE +/- 0.31, N = 3SE +/- 0.62, N = 3SE +/- 0.49, N = 3SE +/- 0.43, N = 382.03100.39104.56105.65122.55126.201. (CXX) g++ options: -O3 -fPIC

libavif avifenc

Encoder Speed: 2

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.7.3Encoder Speed: 2Xeon Gold 6226RXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Silver 4215RXeon Gold 52171632486480SE +/- 0.24, N = 3SE +/- 0.28, N = 3SE +/- 0.44, N = 3SE +/- 0.14, N = 3SE +/- 0.23, N = 3SE +/- 0.08, N = 349.0258.2061.9663.3071.3371.771. (CXX) g++ options: -O3 -fPIC

libavif avifenc

Encoder Speed: 8

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.7.3Encoder Speed: 8Xeon Gold 6226RXeon Gold 5218Xeon Silver 4215RXeon Gold 5217Xeon Silver 4214RXeon Silver 4216246810SE +/- 0.015, N = 3SE +/- 0.042, N = 3SE +/- 0.030, N = 3SE +/- 0.026, N = 3SE +/- 0.013, N = 3SE +/- 0.010, N = 36.2306.4156.5756.8376.8667.5251. (CXX) g++ options: -O3 -fPIC

libavif avifenc

Encoder Speed: 10

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.7.3Encoder Speed: 10Xeon Gold 6226RXeon Silver 4215RXeon Gold 5218Xeon Gold 5217Xeon Silver 4214RXeon Silver 4216246810SE +/- 0.048, N = 3SE +/- 0.009, N = 3SE +/- 0.019, N = 3SE +/- 0.020, N = 3SE +/- 0.008, N = 3SE +/- 0.006, N = 36.0856.2106.2196.5346.6747.2421. (CXX) g++ options: -O3 -fPIC

Timed Apache Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Apache Compilation 2.4.41Time To CompileXeon Gold 6226RXeon Gold 5218Xeon Silver 4215RXeon Gold 5217Xeon Silver 4214RXeon Silver 4216816243240SE +/- 0.09, N = 3SE +/- 0.17, N = 3SE +/- 0.07, N = 3SE +/- 0.11, N = 3SE +/- 0.06, N = 3SE +/- 0.03, N = 326.2728.2729.0730.0030.2632.60

Timed FFmpeg Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed FFmpeg Compilation 4.2.2Time To CompileXeon Gold 6226RXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Silver 4215RXeon Gold 52171632486480SE +/- 0.02, N = 3SE +/- 0.10, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.21, N = 3SE +/- 0.05, N = 339.9346.4249.3356.5869.1170.96

Timed GDB GNU Debugger Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed GDB GNU Debugger Compilation 9.1Time To CompileXeon Gold 6226RXeon Gold 5218Xeon Gold 5217Xeon Silver 4214RXeon Silver 4215RXeon Silver 4216306090120150SE +/- 0.15, N = 3SE +/- 0.07, N = 3SE +/- 0.02, N = 3SE +/- 0.11, N = 3SE +/- 0.08, N = 3SE +/- 0.06, N = 3122.89139.37145.54146.91147.46155.80

Timed ImageMagick Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed ImageMagick Compilation 6.9.0Time To CompileXeon Gold 6226RXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Silver 4215RXeon Gold 52171020304050SE +/- 0.02, N = 3SE +/- 0.13, N = 3SE +/- 0.13, N = 3SE +/- 0.17, N = 3SE +/- 0.08, N = 3SE +/- 0.06, N = 327.1829.7131.8234.9241.9342.42

Timed Linux Kernel Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 5.4Time To CompileXeon Gold 6226RXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Silver 4215RXeon Gold 521720406080100SE +/- 0.73, N = 3SE +/- 0.82, N = 3SE +/- 0.96, N = 3SE +/- 0.78, N = 3SE +/- 1.04, N = 3SE +/- 0.53, N = 358.9669.4773.3384.35105.14108.66

Timed LLVM Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 10.0Time To CompileXeon Gold 6226RXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Silver 4215RXeon Gold 52172004006008001000SE +/- 1.55, N = 3SE +/- 3.26, N = 3SE +/- 3.71, N = 3SE +/- 5.76, N = 3SE +/- 1.78, N = 3SE +/- 2.15, N = 3456.82520.43544.91636.55814.35827.75

Timed MPlayer Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed MPlayer Compilation 1.4Time To CompileXeon Gold 6226RXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Silver 4215RXeon Gold 52171224364860SE +/- 0.01, N = 3SE +/- 0.06, N = 3SE +/- 0.04, N = 3SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 327.8632.6334.1939.9450.0651.39

Timed PHP Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed PHP Compilation 7.4.2Time To CompileXeon Gold 6226RXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Silver 4215RXeon Gold 521720406080100SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.12, N = 3SE +/- 0.03, N = 3SE +/- 0.13, N = 3SE +/- 0.10, N = 358.1262.1168.6271.8579.5880.72

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 5218Xeon Silver 4216Xeon Silver 4214RXeon Silver 4215RXeon Gold 521720406080100SE +/- 0.25, N = 3SE +/- 0.14, N = 3SE +/- 0.07, N = 3SE +/- 1.22, N = 3SE +/- 0.02, N = 3SE +/- 0.38, N = 345.3757.8059.7972.9589.4294.991. (CC) gcc options: -lm -lpthread -O3

Parallel BZIP2 Compression

256MB File Compression

OpenBenchmarking.orgSeconds, Fewer Is BetterParallel BZIP2 Compression 1.1.12256MB File CompressionXeon Gold 6226RXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Silver 4215RXeon Gold 52171.09852.1973.29554.3945.4925SE +/- 0.023, N = 3SE +/- 0.027, N = 12SE +/- 0.042, N = 5SE +/- 0.040, N = 8SE +/- 0.062, N = 4SE +/- 0.072, N = 42.5263.0783.2603.8404.7214.8821. (CXX) g++ options: -O2 -pthread -lbz2 -lpthread

POV-Ray

Trace Time

OpenBenchmarking.orgSeconds, Fewer Is BetterPOV-Ray 3.7.0.7Trace TimeXeon Gold 6226RXeon Silver 4216Xeon Gold 5218Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R20406080100SE +/- 0.30, N = 11SE +/- 0.67, N = 4SE +/- 0.67, N = 3SE +/- 0.02, N = 3SE +/- 0.10, N = 3SE +/- 0.07, N = 334.4245.7846.3650.7967.6177.791. (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

Smallpt

Global Illumination Renderer; 128 Samples

OpenBenchmarking.orgSeconds, Fewer Is BetterSmallpt 1.0Global Illumination Renderer; 128 SamplesXeon Silver 4215RXeon Gold 5217Xeon Gold 6226RXeon Silver 4214RXeon Gold 5218Xeon Silver 4216714212835SE +/- 0.38, N = 15SE +/- 0.40, N = 3SE +/- 0.43, N = 15SE +/- 0.39, N = 4SE +/- 0.36, N = 15SE +/- 0.50, N = 323.9324.8926.5927.7128.4329.681. (CXX) g++ options: -fopenmp -O3

Tungsten Renderer

Scene: Hair

OpenBenchmarking.orgSeconds, Fewer Is BetterTungsten Renderer 0.2.2Scene: HairXeon Gold 6226RXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Silver 4215RXeon Gold 5217816243240SE +/- 0.05, N = 3SE +/- 0.09, N = 3SE +/- 0.16, N = 3SE +/- 0.04, N = 3SE +/- 0.11, N = 3SE +/- 0.04, N = 317.7721.4622.4426.1432.6934.061. (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

Tungsten Renderer

Scene: Water Caustic

OpenBenchmarking.orgSeconds, Fewer Is BetterTungsten Renderer 0.2.2Scene: Water CausticXeon Gold 6226RXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Silver 4215RXeon Gold 5217816243240SE +/- 0.03, N = 3SE +/- 0.07, N = 3SE +/- 0.03, N = 3SE +/- 0.13, N = 3SE +/- 0.07, N = 3SE +/- 0.18, N = 324.7226.1929.2930.8831.6632.911. (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

Tungsten Renderer

Scene: Non-Exponential

OpenBenchmarking.orgSeconds, Fewer Is BetterTungsten Renderer 0.2.2Scene: Non-ExponentialXeon Gold 6226RXeon Silver 4216Xeon Gold 5218Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R3691215SE +/- 0.18217, N = 12SE +/- 0.06293, N = 3SE +/- 0.21774, N = 15SE +/- 0.12197, N = 3SE +/- 0.05972, N = 3SE +/- 0.10523, N = 37.536058.079488.426629.5747812.2939013.130901. (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

Tungsten Renderer

Scene: Volumetric Caustic

OpenBenchmarking.orgSeconds, Fewer Is BetterTungsten Renderer 0.2.2Scene: Volumetric CausticXeon Gold 6226RXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Silver 4215RXeon Gold 52173691215SE +/- 0.02261, N = 3SE +/- 0.02247, N = 3SE +/- 0.02492, N = 3SE +/- 0.02979, N = 3SE +/- 0.17268, N = 3SE +/- 0.11496, N = 37.999549.544319.7415210.4476013.4441013.482201. (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

Y-Cruncher

Calculating 500M Pi Digits

OpenBenchmarking.orgSeconds, Fewer Is BetterY-Cruncher 0.7.8.9503Calculating 500M Pi DigitsXeon Gold 6226RXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R816243240SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 311.5817.4022.2825.5529.2534.72

YafaRay

Total Time For Sample Scene

OpenBenchmarking.orgSeconds, Fewer Is BetterYafaRay 3.4.1Total Time For Sample SceneXeon Gold 6226RXeon Gold 5218Xeon Silver 4214RXeon Silver 4216Xeon Silver 4215RXeon Gold 521750100150200250SE +/- 1.13, N = 3SE +/- 7.20, N = 12SE +/- 2.42, N = 3SE +/- 8.80, N = 9SE +/- 5.75, N = 12SE +/- 3.74, N = 12138.27155.35162.96164.40207.60216.031. (CXX) g++ options: -std=c++11 -O3 -ffast-math -rdynamic -ldl -lImath -lIlmImf -lIex -lHalf -lz -lIlmThread -lxml2 -lfreetype -lpthread

AOBench

Size: 2048 x 2048 - Total Time

OpenBenchmarking.orgSeconds, Fewer Is BetterAOBenchSize: 2048 x 2048 - Total TimeXeon Silver 4215RXeon Gold 5218Xeon Gold 6226RXeon Gold 5217Xeon Silver 4214RXeon Silver 42161020304050SE +/- 0.20, N = 3SE +/- 0.10, N = 3SE +/- 0.18, N = 3SE +/- 0.06, N = 3SE +/- 0.20, N = 3SE +/- 0.44, N = 334.2834.9435.0836.8539.1542.891. (CC) gcc options: -lm -O3

Bullet Physics Engine

Test: Raytests

OpenBenchmarking.orgSeconds, Fewer Is BetterBullet Physics Engine 2.81Test: RaytestsXeon Silver 4215RXeon Gold 6226RXeon Gold 5218Xeon Gold 5217Xeon Silver 4214RXeon Silver 42160.72561.45122.17682.90243.628SE +/- 0.004476, N = 3SE +/- 0.004643, N = 3SE +/- 0.026836, N = 8SE +/- 0.003732, N = 3SE +/- 0.016347, N = 3SE +/- 0.006176, N = 32.6103702.6747182.6986042.7982472.9714013.2249201. (CXX) g++ options: -O3 -rdynamic -lglut -lGL -lGLU

Bullet Physics Engine

Test: 3000 Fall

OpenBenchmarking.orgSeconds, Fewer Is BetterBullet Physics Engine 2.81Test: 3000 FallXeon Gold 5218Xeon Gold 6226RXeon Silver 4215RXeon Gold 5217Xeon Silver 4214RXeon Silver 42161.16832.33663.50494.67325.8415SE +/- 0.007398, N = 3SE +/- 0.023466, N = 3SE +/- 0.013958, N = 3SE +/- 0.015966, N = 3SE +/- 0.021166, N = 3SE +/- 0.023310, N = 34.3763224.4149764.5302724.7573734.8725725.1924421. (CXX) g++ options: -O3 -rdynamic -lglut -lGL -lGLU

Bullet Physics Engine

Test: 1000 Stack

OpenBenchmarking.orgSeconds, Fewer Is BetterBullet Physics Engine 2.81Test: 1000 StackXeon Gold 5218Xeon Gold 6226RXeon Silver 4215RXeon Gold 5217Xeon Silver 4214RXeon Silver 42161.34592.69184.03775.38366.7295SE +/- 0.027515, N = 3SE +/- 0.001917, N = 3SE +/- 0.021680, N = 3SE +/- 0.014718, N = 3SE +/- 0.011578, N = 3SE +/- 0.011259, N = 35.0180765.0319525.0759625.3190775.5596155.9818291. (CXX) g++ options: -O3 -rdynamic -lglut -lGL -lGLU

Bullet Physics Engine

Test: 1000 Convex

OpenBenchmarking.orgSeconds, Fewer Is BetterBullet Physics Engine 2.81Test: 1000 ConvexXeon Silver 4215RXeon Gold 6226RXeon Gold 5218Xeon Gold 5217Xeon Silver 4214RXeon Silver 42161.272.543.815.086.35SE +/- 0.016195, N = 3SE +/- 0.008176, N = 3SE +/- 0.070120, N = 3SE +/- 0.014411, N = 3SE +/- 0.077816, N = 3SE +/- 0.009228, N = 34.6219034.7062194.7473454.9136155.2593265.6444741. (CXX) g++ options: -O3 -rdynamic -lglut -lGL -lGLU

Bullet Physics Engine

Test: 136 Ragdolls

OpenBenchmarking.orgSeconds, Fewer Is BetterBullet Physics Engine 2.81Test: 136 RagdollsXeon Silver 4215RXeon Gold 5218Xeon Gold 6226RXeon Gold 5217Xeon Silver 4214RXeon Silver 42160.74461.48922.23382.97843.723SE +/- 0.001454, N = 3SE +/- 0.014108, N = 3SE +/- 0.004404, N = 3SE +/- 0.002060, N = 3SE +/- 0.006967, N = 3SE +/- 0.008323, N = 32.7551022.7887582.7943952.8915853.0766563.3093591. (CXX) g++ options: -O3 -rdynamic -lglut -lGL -lGLU

Bullet Physics Engine

Test: Prim Trimesh

OpenBenchmarking.orgSeconds, Fewer Is BetterBullet Physics Engine 2.81Test: Prim TrimeshXeon Silver 4215RXeon Gold 5218Xeon Gold 6226RXeon Gold 5217Xeon Silver 4214RXeon Silver 42160.26680.53360.80041.06721.334SE +/- 0.000533, N = 3SE +/- 0.002499, N = 3SE +/- 0.000946, N = 3SE +/- 0.001255, N = 3SE +/- 0.001490, N = 3SE +/- 0.006385, N = 30.9679170.9807550.9857281.0271381.0854451.1858951. (CXX) g++ options: -O3 -rdynamic -lglut -lGL -lGLU

Bullet Physics Engine

Test: Convex Trimesh

OpenBenchmarking.orgSeconds, Fewer Is BetterBullet Physics Engine 2.81Test: Convex TrimeshXeon Silver 4215RXeon Gold 6226RXeon Gold 5218Xeon Gold 5217Xeon Silver 4214RXeon Silver 42160.32170.64340.96511.28681.6085SE +/- 0.004461, N = 3SE +/- 0.003565, N = 3SE +/- 0.011208, N = 3SE +/- 0.001702, N = 3SE +/- 0.003638, N = 3SE +/- 0.008043, N = 31.1624301.1874471.2001881.2341271.3107151.4296301. (CXX) g++ options: -O3 -rdynamic -lglut -lGL -lGLU

Gzip Compression

Linux Source Tree Archiving To .tar.gz

OpenBenchmarking.orgSeconds, Fewer Is BetterGzip CompressionLinux Source Tree Archiving To .tar.gzXeon Silver 4215RXeon Gold 6226RXeon Gold 5218Xeon Gold 5217Xeon Silver 4214RXeon Silver 42161224364860SE +/- 0.02, N = 3SE +/- 0.07, N = 3SE +/- 0.06, N = 3SE +/- 0.16, N = 3SE +/- 0.04, N = 3SE +/- 0.04, N = 341.0542.2442.3444.3247.0451.61

LZMA Compression

256MB File Compression

OpenBenchmarking.orgSeconds, Fewer Is BetterLZMA Compression256MB File CompressionXeon Gold 5218Xeon Gold 6226RXeon Silver 4215RXeon Gold 5217Xeon Silver 4214RXeon Silver 421670140210280350SE +/- 0.28, N = 3SE +/- 0.42, N = 3SE +/- 0.28, N = 3SE +/- 0.11, N = 3SE +/- 1.11, N = 3SE +/- 0.22, N = 3266.47266.91279.28291.80297.61314.031. (CXX) g++ options: -O2

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 5218Xeon Silver 4216Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R714212835SE +/- 0.16, N = 3SE +/- 0.27, N = 3SE +/- 0.12, N = 3SE +/- 0.22, N = 3SE +/- 0.24, N = 3SE +/- 0.08, N = 321.3023.8124.5725.0631.1931.571. (CC) gcc options: -pthread -fvisibility=hidden -O2

dcraw

RAW To PPM Image Conversion

OpenBenchmarking.orgSeconds, Fewer Is BetterdcrawRAW To PPM Image ConversionXeon Silver 4215RXeon Gold 5218Xeon Gold 6226RXeon Gold 5217Xeon Silver 4214RXeon Silver 42161224364860SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 341.5042.5442.5844.8347.3951.811. (CC) gcc options: -lm

DeepSpeech

Acceleration: CPU

OpenBenchmarking.orgSeconds, Fewer Is BetterDeepSpeech 0.6Acceleration: CPUXeon Gold 5217Xeon Gold 6226RXeon Gold 5218Xeon Silver 4214RXeon Silver 4216Xeon Silver 4215R306090120150SE +/- 0.23, N = 3SE +/- 0.44, N = 3SE +/- 1.01, N = 3SE +/- 1.81, N = 3SE +/- 0.79, N = 3SE +/- 1.36, N = 3124.99127.35132.07134.10137.77140.25

FLAC Audio Encoding

WAV To FLAC

OpenBenchmarking.orgSeconds, Fewer Is BetterFLAC Audio Encoding 1.3.2WAV To FLACXeon Gold 6226RXeon Silver 4215RXeon Gold 5217Xeon Silver 4214RXeon Silver 4216Xeon Gold 52183691215SE +/- 0.014, N = 5SE +/- 0.006, N = 5SE +/- 0.006, N = 5SE +/- 0.030, N = 5SE +/- 0.040, N = 5SE +/- 0.025, N = 59.70910.43110.70511.90612.33312.6891. (CXX) g++ options: -O2 -fvisibility=hidden -logg -lm

LAME MP3 Encoding

WAV To MP3

OpenBenchmarking.orgSeconds, Fewer Is BetterLAME MP3 Encoding 3.100WAV To MP3Xeon Gold 6226RXeon Silver 4215RXeon Gold 5217Xeon Silver 4214RXeon Silver 4216Xeon Gold 52183691215SE +/- 0.017, N = 3SE +/- 0.011, N = 3SE +/- 0.015, N = 3SE +/- 0.010, N = 3SE +/- 0.014, N = 3SE +/- 0.015, N = 39.96110.53510.81412.16512.61613.0521. (CC) gcc options: -O3 -ffast-math -funroll-loops -fschedule-insns2 -fbranch-count-reg -fforce-addr -pipe -lncurses -lm

eSpeak-NG Speech Engine

Text-To-Speech Synthesis

OpenBenchmarking.orgSeconds, Fewer Is BettereSpeak-NG Speech Engine 20200907Text-To-Speech SynthesisXeon Silver 4215RXeon Gold 5218Xeon Gold 6226RXeon Gold 5217Xeon Silver 4214RXeon Silver 4216918273645SE +/- 0.08, N = 4SE +/- 0.09, N = 4SE +/- 0.15, N = 4SE +/- 0.10, N = 4SE +/- 0.05, N = 4SE +/- 0.54, N = 532.0032.8132.9234.6436.6541.031. (CC) gcc options: -O2 -std=c99

FFmpeg

H.264 HD To NTSC DV

OpenBenchmarking.orgSeconds, Fewer Is BetterFFmpeg 4.0.2H.264 HD To NTSC DVXeon Gold 5217Xeon Gold 6226RXeon Silver 4215RXeon Gold 5218Xeon Silver 4214RXeon Silver 42163691215SE +/- 0.054, N = 3SE +/- 0.028, N = 3SE +/- 0.064, N = 3SE +/- 0.120, N = 3SE +/- 0.061, N = 3SE +/- 0.030, N = 39.8839.89210.02110.93311.12312.3991. (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

m-queens

Time To Solve

OpenBenchmarking.orgSeconds, Fewer Is Betterm-queens 1.2Time To SolveXeon Gold 6226RXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Silver 4215RXeon Gold 5217306090120150SE +/- 0.21, N = 3SE +/- 0.04, N = 3SE +/- 0.10, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 356.9972.7075.4790.44112.79119.431. (CXX) g++ options: -fopenmp -O2 -march=native

N-Queens

Elapsed Time

OpenBenchmarking.orgSeconds, Fewer Is BetterN-Queens 1.0Elapsed TimeXeon Gold 6226RXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Silver 4215RXeon Gold 5217510152025SE +/- 0.000, N = 3SE +/- 0.005, N = 3SE +/- 0.002, N = 3SE +/- 0.001, N = 3SE +/- 0.001, N = 3SE +/- 0.001, N = 38.83911.36311.78314.12017.61518.6521. (CC) gcc options: -static -fopenmp -O3 -march=native

Perl Benchmarks

Test: Pod2html

OpenBenchmarking.orgSeconds, Fewer Is BetterPerl BenchmarksTest: Pod2htmlXeon Silver 4215RXeon Gold 6226RXeon Gold 5218Xeon Gold 5217Xeon Silver 4214RXeon Silver 42160.03240.06480.09720.12960.162SE +/- 0.00020817, N = 3SE +/- 0.00013402, N = 3SE +/- 0.00019446, N = 3SE +/- 0.00025762, N = 3SE +/- 0.00013988, N = 3SE +/- 0.00013188, N = 30.115003520.118232010.118434880.124735460.131626970.14392834

Perl Benchmarks

Test: Interpreter

OpenBenchmarking.orgSeconds, Fewer Is BetterPerl BenchmarksTest: InterpreterXeon Gold 6226RXeon Gold 5218Xeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Silver 42160.00030.00060.00090.00120.0015SE +/- 0.00000700, N = 3SE +/- 0.00001075, N = 3SE +/- 0.00001139, N = 3SE +/- 0.00000193, N = 3SE +/- 0.00000864, N = 3SE +/- 0.00001147, N = 150.000998430.001016480.001019050.001024030.001064820.00127377

RNNoise

OpenBenchmarking.orgSeconds, Fewer Is BetterRNNoise 2020-06-28Xeon Gold 6226RXeon Silver 4215RXeon Gold 5217Xeon Silver 4214RXeon Silver 4216Xeon Gold 5218816243240SE +/- 0.06, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 328.5429.8830.8334.6836.0136.231. (CC) gcc options: -O2 -pedantic -fvisibility=hidden

Sudokut

Total Time

OpenBenchmarking.orgSeconds, Fewer Is BetterSudokut 0.4Total TimeXeon Gold 6226RXeon Gold 5218Xeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Silver 421648121620SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.15, N = 12SE +/- 0.11, N = 3SE +/- 0.01, N = 311.2211.6011.9612.6212.8013.64

System GZIP Decompression

OpenBenchmarking.orgSeconds, Fewer Is BetterSystem GZIP DecompressionXeon Silver 4215RXeon Gold 6226RXeon Gold 5218Xeon Gold 5217Xeon Silver 4214RXeon Silver 42160.92751.8552.78253.714.6375SE +/- 0.034, N = 8SE +/- 0.001, N = 3SE +/- 0.037, N = 7SE +/- 0.043, N = 6SE +/- 0.044, N = 6SE +/- 0.058, N = 43.2713.3203.3703.5263.7354.122

Tachyon

Total Time

OpenBenchmarking.orgSeconds, Fewer Is BetterTachyon 0.99b6Total TimeXeon Gold 6226RXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Silver 4215RXeon Gold 5217306090120150SE +/- 0.77, N = 5SE +/- 1.24, N = 3SE +/- 0.79, N = 3SE +/- 0.23, N = 3SE +/- 0.13, N = 3SE +/- 0.05, N = 363.5475.0578.3991.70114.25120.441. (CC) gcc options: -m64 -O3 -fomit-frame-pointer -ffast-math -ltachyon -lm -lpthread

ASTC Encoder

Preset: Fast

OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 2.0Preset: FastXeon Gold 6226RXeon Gold 5218Xeon Silver 4214RXeon Silver 4215RXeon Gold 5217Xeon 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 = 36.426.557.327.517.557.641. (CXX) g++ options: -std=c++14 -fvisibility=hidden -O3 -flto -mfpmath=sse -mavx2 -mpopcnt -lpthread

ASTC Encoder

Preset: Medium

OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 2.0Preset: MediumXeon Silver 4216Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215RXeon Gold 6226RXeon Gold 52183691215SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 34.895.356.877.778.759.471. (CXX) g++ options: -std=c++14 -fvisibility=hidden -O3 -flto -mfpmath=sse -mavx2 -mpopcnt -lpthread

ASTC Encoder

Preset: Thorough

OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 2.0Preset: ThoroughXeon Gold 6226RXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R1122334455SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 321.6128.4128.5532.2943.3749.911. (CXX) g++ options: -std=c++14 -fvisibility=hidden -O3 -flto -mfpmath=sse -mavx2 -mpopcnt -lpthread

ASTC Encoder

Preset: Exhaustive

OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 2.0Preset: ExhaustiveXeon Gold 6226RXeon Silver 4216Xeon Gold 5218Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R90180270360450SE +/- 0.04, N = 3SE +/- 0.06, N = 3SE +/- 0.06, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.09, N = 3170.08225.70225.77256.67347.48401.081. (CXX) g++ options: -std=c++14 -fvisibility=hidden -O3 -flto -mfpmath=sse -mavx2 -mpopcnt -lpthread

Basis Universal

Settings: ETC1S

OpenBenchmarking.orgSeconds, Fewer Is BetterBasis Universal 1.12Settings: ETC1SXeon Gold 6226RXeon Gold 5218Xeon Silver 4215RXeon Gold 5217Xeon Silver 4214RXeon Silver 42161530456075SE +/- 0.26, N = 3SE +/- 0.33, N = 3SE +/- 0.16, N = 3SE +/- 0.05, N = 3SE +/- 0.63, N = 3SE +/- 1.18, N = 356.3857.5860.3964.2164.5467.941. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread

Basis Universal

Settings: UASTC Level 0

OpenBenchmarking.orgSeconds, Fewer Is BetterBasis Universal 1.12Settings: UASTC Level 0Xeon Gold 5218Xeon Gold 6226RXeon Silver 4215RXeon Silver 4214RXeon Gold 5217Xeon Silver 42163691215SE +/- 0.008, N = 3SE +/- 0.018, N = 3SE +/- 0.008, N = 3SE +/- 0.010, N = 3SE +/- 0.005, N = 3SE +/- 0.012, N = 38.8418.8929.6069.9059.93410.4071. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread

Basis Universal

Settings: UASTC Level 2

OpenBenchmarking.orgSeconds, Fewer Is BetterBasis Universal 1.12Settings: UASTC Level 2Xeon Gold 6226RXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Silver 4215RXeon Gold 52171020304050SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.06, N = 3SE +/- 0.03, N = 325.4029.7732.1335.7142.5344.011. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread

Basis Universal

Settings: UASTC Level 3

OpenBenchmarking.orgSeconds, Fewer Is BetterBasis Universal 1.12Settings: UASTC Level 3Xeon Gold 6226RXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Silver 4215RXeon Gold 521720406080100SE +/- 0.09, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.09, N = 3SE +/- 0.03, N = 344.0853.4256.5964.9279.6882.751. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread

SQLite Speedtest

Timed Time - Size 1,000

OpenBenchmarking.orgSeconds, Fewer Is BetterSQLite Speedtest 3.30Timed Time - Size 1,000Xeon Gold 5218Xeon Silver 4215RXeon Gold 6226RXeon Gold 5217Xeon Silver 4214RXeon Silver 421620406080100SE +/- 0.18, N = 3SE +/- 0.67, N = 3SE +/- 0.46, N = 3SE +/- 0.13, N = 3SE +/- 0.08, N = 3SE +/- 0.24, N = 365.0168.7969.2569.9672.6976.771. (CC) gcc options: -O2 -ldl -lz -lpthread

Darktable

Test: Boat - Acceleration: CPU-only

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.2.1Test: Boat - Acceleration: CPU-onlyXeon Gold 6226RXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R3691215SE +/- 0.019, N = 3SE +/- 0.021, N = 3SE +/- 0.009, N = 3SE +/- 0.013, N = 3SE +/- 0.019, N = 3SE +/- 0.024, N = 36.1446.2036.5867.2809.1509.624

Darktable

Test: Masskrug - Acceleration: CPU-only

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.2.1Test: Masskrug - Acceleration: CPU-onlyXeon Gold 6226RXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R1.30732.61463.92195.22926.5365SE +/- 0.018, N = 3SE +/- 0.025, N = 3SE +/- 0.013, N = 3SE +/- 0.022, N = 3SE +/- 0.010, N = 3SE +/- 0.003, N = 33.5653.8744.0124.6075.7585.810

Darktable

Test: Server Rack - Acceleration: CPU-only

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.2.1Test: Server Rack - Acceleration: CPU-onlyXeon Gold 6226RXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Silver 4215RXeon Gold 52170.04010.08020.12030.16040.2005SE +/- 0.002, N = 3SE +/- 0.000, N = 3SE +/- 0.001, N = 3SE +/- 0.000, N = 3SE +/- 0.002, N = 3SE +/- 0.002, N = 50.1200.1320.1400.1560.1750.178

Darktable

Test: Server Room - Acceleration: CPU-only

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.2.1Test: Server Room - Acceleration: CPU-onlyXeon Gold 6226RXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Silver 4215RXeon Gold 52170.95421.90842.86263.81684.771SE +/- 0.008, N = 3SE +/- 0.006, N = 3SE +/- 0.009, N = 3SE +/- 0.011, N = 3SE +/- 0.013, N = 3SE +/- 0.008, N = 32.8052.9313.1593.5004.1824.241

GEGL

Operation: Crop

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: CropXeon Silver 4215RXeon Gold 5217Xeon Gold 6226RXeon Gold 5218Xeon Silver 4214RXeon Silver 42163691215SE +/- 0.011, N = 3SE +/- 0.015, N = 3SE +/- 0.053, N = 3SE +/- 0.011, N = 3SE +/- 0.043, N = 3SE +/- 0.048, N = 39.77310.28810.29510.60111.08712.133

GEGL

Operation: Scale

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: ScaleXeon Silver 4215RXeon Gold 5217Xeon Gold 6226RXeon Gold 5218Xeon Silver 4214RXeon Silver 42163691215SE +/- 0.049, N = 3SE +/- 0.006, N = 3SE +/- 0.039, N = 3SE +/- 0.020, N = 3SE +/- 0.032, N = 3SE +/- 0.063, N = 37.5137.6807.7778.1818.3569.197

GEGL

Operation: Cartoon

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: CartoonXeon Silver 4215RXeon Gold 5218Xeon Gold 5217Xeon Gold 6226RXeon Silver 4214RXeon Silver 4216306090120150SE +/- 0.04, N = 3SE +/- 0.08, N = 3SE +/- 0.05, N = 3SE +/- 0.08, N = 3SE +/- 0.07, N = 3SE +/- 0.07, N = 3100.87104.28107.27108.50114.31125.79

GEGL

Operation: Reflect

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: ReflectXeon Silver 4215RXeon Gold 5218Xeon Gold 6226RXeon Gold 5217Xeon Silver 4214RXeon Silver 4216918273645SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.16, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.07, N = 333.2534.7735.4535.6137.9841.59

GEGL

Operation: Antialias

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: AntialiasXeon Silver 4215RXeon Gold 5218Xeon Gold 5217Xeon Gold 6226RXeon Silver 4214RXeon Silver 42161122334455SE +/- 0.02, N = 3SE +/- 0.09, N = 3SE +/- 0.02, N = 3SE +/- 0.06, N = 3SE +/- 0.11, N = 3SE +/- 0.03, N = 340.3342.8143.0643.7345.9950.66

GEGL

Operation: Tile Glass

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: Tile GlassXeon Silver 4215RXeon Gold 5217Xeon Gold 5218Xeon Gold 6226RXeon Silver 4214RXeon Silver 42161020304050SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.09, N = 332.4934.3434.4535.9936.9741.92

GEGL

Operation: Wavelet Blur

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: Wavelet BlurXeon Silver 4215RXeon Gold 5218Xeon Gold 5217Xeon Gold 6226RXeon Silver 4214RXeon Silver 421620406080100SE +/- 0.01, N = 3SE +/- 0.16, N = 3SE +/- 0.05, N = 3SE +/- 0.19, N = 3SE +/- 0.10, N = 3SE +/- 0.14, N = 363.4866.8567.4369.5272.8580.55

GEGL

Operation: Color Enhance

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: Color EnhanceXeon Silver 4215RXeon Gold 5218Xeon Gold 6226RXeon Gold 5217Xeon Silver 4214RXeon Silver 421620406080100SE +/- 0.04, N = 3SE +/- 0.11, N = 3SE +/- 0.08, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 3SE +/- 0.05, N = 361.1663.4465.9265.9469.6476.24

GEGL

Operation: Rotate 90 Degrees

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: Rotate 90 DegreesXeon Silver 4215RXeon Gold 5218Xeon Gold 6226RXeon Gold 5217Xeon Silver 4214RXeon Silver 42161224364860SE +/- 0.05, N = 3SE +/- 0.07, N = 3SE +/- 0.07, N = 3SE +/- 0.07, N = 3SE +/- 0.03, N = 3SE +/- 0.09, N = 344.4946.0247.2847.5650.1954.70

GIMP

Test: resize

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.18Test: resizeXeon Gold 5218Xeon Gold 5217Xeon Gold 6226RXeon Silver 4215RXeon Silver 4214RXeon Silver 42163691215SE +/- 0.08, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.06, N = 3SE +/- 0.10, N = 3SE +/- 0.10, N = 311.0211.1811.2011.4811.6312.57

GIMP

Test: rotate

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.18Test: rotateXeon Silver 4215RXeon Gold 5217Xeon Gold 6226RXeon Gold 5218Xeon Silver 4214RXeon Silver 4216510152025SE +/- 0.04, N = 3SE +/- 0.04, N = 3SE +/- 0.06, N = 3SE +/- 0.12, N = 3SE +/- 0.06, N = 3SE +/- 0.12, N = 315.7816.2716.8017.3517.7419.87

GIMP

Test: auto-levels

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.18Test: auto-levelsXeon Silver 4215RXeon Gold 5217Xeon Gold 6226RXeon Gold 5218Xeon Silver 4214RXeon Silver 4216510152025SE +/- 0.08, N = 3SE +/- 0.05, N = 3SE +/- 0.04, N = 3SE +/- 0.27, N = 3SE +/- 0.19, N = 3SE +/- 0.19, N = 1116.8617.1018.1018.2318.5421.43

GIMP

Test: unsharp-mask

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.18Test: unsharp-maskXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Gold 6226RXeon Silver 4216714212835SE +/- 0.05, N = 3SE +/- 0.08, N = 3SE +/- 0.13, N = 3SE +/- 0.29, N = 5SE +/- 0.09, N = 3SE +/- 0.37, N = 419.4019.8121.7122.6123.0427.79

Hugin

Panorama Photo Assistant + Stitching Time

OpenBenchmarking.orgSeconds, Fewer Is BetterHuginPanorama Photo Assistant + Stitching TimeXeon Gold 6226RXeon Gold 5218Xeon Silver 4215RXeon Gold 5217Xeon Silver 4214RXeon Silver 42161530456075SE +/- 0.63, N = 3SE +/- 0.47, N = 3SE +/- 0.14, N = 3SE +/- 0.22, N = 3SE +/- 0.56, N = 3SE +/- 1.04, N = 356.2356.6857.2059.5361.5866.29

OCRMyPDF

Processing 60 Page PDF Document

OpenBenchmarking.orgSeconds, Fewer Is BetterOCRMyPDF 10.3.1+dfsgProcessing 60 Page PDF DocumentXeon Gold 6226RXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Silver 4215RXeon Gold 5217612182430SE +/- 0.10, N = 3SE +/- 0.05, N = 3SE +/- 0.05, N = 3SE +/- 0.07, N = 3SE +/- 0.19, N = 3SE +/- 0.16, N = 318.9920.6522.9923.7926.1727.05

GNU Octave Benchmark

OpenBenchmarking.orgSeconds, Fewer Is BetterGNU Octave Benchmark 5.2.0Xeon Gold 5218Xeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Silver 42163691215SE +/- 0.024, N = 5SE +/- 0.059, N = 5SE +/- 0.022, N = 5SE +/- 0.024, N = 5SE +/- 0.027, N = 5SE +/- 0.022, N = 58.9319.2089.2269.4459.6789.971

RawTherapee

Total Benchmark Time

OpenBenchmarking.orgSeconds, Fewer Is BetterRawTherapeeTotal Benchmark TimeXeon Gold 6226RXeon Gold 5218Xeon Silver 4214RXeon Silver 4216Xeon Silver 4215RXeon Gold 52171632486480SE +/- 0.30, N = 3SE +/- 0.17, N = 3SE +/- 0.11, N = 3SE +/- 0.11, N = 3SE +/- 0.11, N = 3SE +/- 0.03, N = 358.7759.9364.4166.3367.6770.031. RawTherapee, version 5.8, command line.

librsvg

Operation: SVG Files To PNG

OpenBenchmarking.orgSeconds, Fewer Is BetterlibrsvgOperation: SVG Files To PNGXeon Gold 5218Xeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Silver 4216714212835SE +/- 0.24, N = 3SE +/- 0.08, N = 3SE +/- 0.36, N = 5SE +/- 0.33, N = 15SE +/- 0.14, N = 3SE +/- 0.48, N = 426.8627.2928.0328.1628.9632.211. Xeon Gold 5218: rsvg-convert version 2.49.52. Xeon Gold 6226R: rsvg-convert version 2.49.53. Xeon Gold 5217: rsvg-convert version 2.49.54. Xeon Silver 4215R: rsvg-convert version 2.49.55. Xeon Silver 4214R: rsvg-convert version 2.49.56. Xeon Silver 4216: rsvg-convert version 2.50.0

Blender

Blend File: BMW27 - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: BMW27 - Compute: CPU-OnlyXeon Gold 6226RXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R60120180240300SE +/- 0.09, N = 3SE +/- 0.60, N = 3SE +/- 0.40, N = 3SE +/- 0.08, N = 3SE +/- 0.28, N = 3SE +/- 0.22, N = 3113.16146.87147.30167.21225.96257.23

Blender

Blend File: Classroom - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: Classroom - Compute: CPU-OnlyXeon Gold 6226RXeon Silver 4216Xeon Gold 5218Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R2004006008001000SE +/- 0.77, N = 3SE +/- 0.15, N = 3SE +/- 1.04, N = 3SE +/- 0.50, N = 3SE +/- 1.57, N = 3SE +/- 0.66, N = 3343.41451.18451.38512.92693.38800.44

Blender

Blend File: Barbershop - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: Barbershop - Compute: CPU-OnlyXeon Gold 6226RXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R2004006008001000SE +/- 0.22, N = 3SE +/- 0.99, N = 3SE +/- 0.43, N = 3SE +/- 0.35, N = 3SE +/- 0.48, N = 3SE +/- 0.19, N = 3466.87594.98596.88685.33934.841072.41

ECP-CANDLE

Benchmark: P1B2

OpenBenchmarking.orgSeconds, Fewer Is BetterECP-CANDLE 0.3Benchmark: P1B2Xeon Gold 5218Xeon Gold 6226RXeon Silver 4215RXeon Gold 5217Xeon Silver 4214RXeon Silver 4216112233445539.5540.4040.6841.6943.0047.18

ECP-CANDLE

Benchmark: P3B1

OpenBenchmarking.orgSeconds, Fewer Is BetterECP-CANDLE 0.3Benchmark: P3B1Xeon Gold 6226RXeon Gold 5218Xeon Silver 4214RXeon Gold 5217Xeon Silver 4216Xeon Silver 4215R2004006008001000580.27630.69703.38739.28779.04835.21

ECP-CANDLE

Benchmark: P3B2

OpenBenchmarking.orgSeconds, Fewer Is BetterECP-CANDLE 0.3Benchmark: P3B2Xeon Gold 5217Xeon Gold 6226RXeon Silver 4215RXeon Gold 5218Xeon Silver 4214RXeon Silver 421630060090012001500978.391032.911047.921099.551101.931230.63

Appleseed

Scene: Emily

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: EmilyXeon Gold 6226RXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Silver 4215RXeon Gold 5217110220330440550284.02326.44344.82388.00488.50503.80

Appleseed

Scene: Disney Material

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: Disney MaterialXeon Gold 6226RXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Silver 4215RXeon Gold 521760120180240300161.10183.82198.32226.58275.37290.48

Appleseed

Scene: Material Tester

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: Material TesterXeon Gold 6226RXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Silver 4215RXeon Gold 521760120180240300160.49176.68191.24214.30269.76278.36

Git

Time To Complete Common Git Commands

OpenBenchmarking.orgSeconds, Fewer Is BetterGitTime To Complete Common Git CommandsXeon Silver 4215RXeon Gold 5218Xeon Gold 6226RXeon Gold 5217Xeon Silver 4214RXeon Silver 42161632486480SE +/- 0.13, N = 3SE +/- 0.04, N = 3SE +/- 0.22, N = 3SE +/- 0.12, N = 3SE +/- 0.12, N = 3SE +/- 0.13, N = 358.3558.5060.8361.3764.4669.681. git version 2.27.0

Mlpack Benchmark

Benchmark: scikit_qda

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_qdaXeon Gold 5218Xeon Gold 6226RXeon Silver 4216Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R1224364860SE +/- 0.14, N = 3SE +/- 0.35, N = 15SE +/- 0.21, N = 3SE +/- 0.16, N = 3SE +/- 0.05, N = 3SE +/- 0.26, N = 330.3332.8133.6636.5547.7154.50

Mlpack Benchmark

Benchmark: scikit_svm

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_svmXeon Gold 5218Xeon Gold 6226RXeon Silver 4215RXeon Gold 5217Xeon Silver 4214RXeon Silver 4216816243240SE +/- 0.16, N = 3SE +/- 0.02, N = 3SE +/- 0.43, N = 3SE +/- 0.44, N = 3SE +/- 0.18, N = 3SE +/- 0.05, N = 329.0130.7231.2331.8032.5433.99

Mlpack Benchmark

Benchmark: scikit_linearridgeregression

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_linearridgeregressionXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Gold 6226RXeon Gold 5217Xeon Silver 4215R510152025SE +/- 0.15, N = 3SE +/- 0.12, N = 12SE +/- 0.19, N = 5SE +/- 0.20, N = 15SE +/- 0.02, N = 3SE +/- 0.03, N = 312.8613.7814.5814.9416.8918.95

Scikit-Learn

OpenBenchmarking.orgSeconds, Fewer Is BetterScikit-Learn 0.22.1Xeon Gold 6226RXeon Gold 5218Xeon Gold 5217Xeon Silver 4214RXeon Silver 4215RXeon Silver 42163691215SE +/- 0.12, N = 3SE +/- 0.05, N = 3SE +/- 0.09, N = 3SE +/- 0.18, N = 3SE +/- 0.04, N = 3SE +/- 0.06, N = 310.6410.6911.9512.0512.0512.39

Sunflow Rendering System

Global Illumination + Image Synthesis

OpenBenchmarking.orgSeconds, Fewer Is BetterSunflow Rendering System 0.07.2Global Illumination + Image SynthesisXeon Gold 6226RXeon Gold 5218Xeon Silver 4216Xeon Silver 4214RXeon Gold 5217Xeon Silver 4215R0.34110.68221.02331.36441.7055SE +/- 0.017, N = 3SE +/- 0.011, N = 3SE +/- 0.010, N = 10SE +/- 0.017, N = 4SE +/- 0.012, N = 3SE +/- 0.006, N = 30.9671.0681.1391.2571.5071.516

Tesseract OCR

Time To OCR 7 Images

OpenBenchmarking.orgSeconds, Fewer Is BetterTesseract OCR 4.1.1Time To OCR 7 ImagesXeon Silver 4215RXeon Gold 6226RXeon Gold 5218Xeon Gold 5217Xeon Silver 4214RXeon Silver 4216816243240SE +/- 0.04, N = 3SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.04, N = 3SE +/- 0.07, N = 328.0628.4629.0229.0230.9033.70


Phoronix Test Suite v10.8.5