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.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2010089-FI-INTELXEON35
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Audio Encoding 2 Tests
AV1 3 Tests
Bioinformatics 3 Tests
BLAS (Basic Linear Algebra Sub-Routine) Tests 2 Tests
C++ Boost Tests 4 Tests
Chess Test Suite 5 Tests
Timed Code Compilation 8 Tests
C/C++ Compiler Tests 41 Tests
Compression Tests 7 Tests
CPU Massive 62 Tests
Creator Workloads 51 Tests
Cryptography 6 Tests
Database Test Suite 7 Tests
Encoding 11 Tests
Fortran Tests 8 Tests
Game Development 6 Tests
Go Language Tests 2 Tests
HPC - High Performance Computing 36 Tests
Imaging 12 Tests
Java 5 Tests
Common Kernel Benchmarks 8 Tests
Linear Algebra 2 Tests
Machine Learning 15 Tests
Memory Test Suite 2 Tests
Molecular Dynamics 6 Tests
MPI Benchmarks 6 Tests
Multi-Core 60 Tests
NVIDIA GPU Compute 10 Tests
OCR 2 Tests
Intel oneAPI 7 Tests
OpenCL 2 Tests
OpenCV Tests 2 Tests
OpenMPI Tests 8 Tests
Productivity 4 Tests
Programmer / Developer System Benchmarks 16 Tests
Python 5 Tests
Raytracing 6 Tests
Renderers 14 Tests
Scientific Computing 17 Tests
Server 12 Tests
Server CPU Tests 36 Tests
Single-Threaded 22 Tests
Speech 3 Tests
Telephony 3 Tests
Texture Compression 2 Tests
Video Encoding 9 Tests
Common Workstation Benchmarks 6 Tests

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Xeon Gold 6226R
September 30 2020
  1 Day, 1 Hour, 9 Minutes
Xeon Gold 5217
October 02 2020
  1 Day, 4 Hours, 2 Minutes
Xeon Silver 4215R
October 03 2020
  1 Day, 4 Hours, 3 Minutes
Xeon Silver 4214R
October 04 2020
  1 Day, 2 Hours, 21 Minutes
Xeon Gold 5218
October 05 2020
  1 Day, 10 Minutes
Xeon Silver 4216
October 06 2020
  1 Day, 3 Hours, 41 Minutes
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  1 Day, 2 Hours, 34 Minutes

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Intel Xeon On Ubuntu 20.10OpenBenchmarking.orgPhoronix Test SuiteIntel Xeon Gold 6226R @ 3.90GHz (16 Cores / 32 Threads)Intel 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)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 10.2.0ext41920x1080ProcessorsMotherboardChipsetMemoryDiskGraphicsMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLCompilerFile-SystemScreen ResolutionIntel Xeon On Ubuntu 20.10 BenchmarksSystem Logs- 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 - NONE / errors=remount-ro,relatime,rw- Scaling Governor: intel_cpufreq ondemand - CPU Microcode: 0x5002f01- OpenJDK Runtime Environment (build 11.0.8+10-post-Ubuntu-0ubuntu1)- Python 3.8.6- 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

Xeon Gold 6226RXeon Gold 5217Xeon Silver 4215RXeon Silver 4214RXeon Gold 5218Xeon Silver 4216Result OverviewPhoronix Test Suite100%150%200%250%300%Y-CruncheroneDNNArrayFireIntel Open Image DenoiseACES DGEMMApache CassandraOSPrayGROMACSSVT-VP9EmbreeNAMDPlaidMLChaos Group V-RAYBlenderSVT-HEVCPOV-Rayebizzyrays1benchJohn The RipperOpenVKLXsbenchx264TTSIOD 3D RendererOpenSSLN-Queensm-queensC-RayBRL-CADCoremark7-Zip CompressionIndigoBenchTensorFlow LiteStockfishNeatBenchSVT-AV1Parallel BZIP2 CompressionAI Benchmark AlphaAircrack-ngTachyonTimed MPlayer CompilationTimed Linux Kernel CompilationTimed LLVM CompilationLAMMPS Molecular Dynamics SimulatorFFTETimed FFmpeg CompilationIncompact3DAppleseedASKAPHigh Performance Conjugate GradientGraphicsMagickZstd CompressionStress-NGTungsten RendererFacebook RocksDBSunflow Rendering SystemYafaRayTimed ImageMagick CompilationASTC EncoderDarktableRodiniaPostgreSQL pgbenchXZ CompressionMariaDBKripkeBasis UniversalOCRMyPDFMlpack BenchmarkStreamTimed PHP CompilationTimed HMMer Searchctx_clockSMHasherLULESHLuaJITx265FFTWNode.js Express HTTP Load TestLAME MP3 EncodingInfluxDBFLAC Audio EncodingKeyDBeSpeak-NG Speech EngineVP9 libvpx EncodingGo BenchmarksRNNoiseTimed GDB GNU Debugger Compilationlibavif avifencRenaissanceMonte Carlo Simulations of Ionised NebulaeSystem GZIP DecompressionGzip CompressionHierarchical INTegrationFFmpegBYTE Unix BenchmarkGIMPTNNBotanPHPBenchAOBenchGEGLDaCapo BenchmarkSciMarkdcrawTSCPPerl BenchmarksPyBenchlibjpeg-turbo tjbenchNebular Empirical Analysis ToolMobile Neural NetworkPyPerformanceTimed Apache CompilationSmallptWireGuard + Linux Networking Stack Stress TestBork File EncrypterECP-CANDLEUnpacking The Linux KernelAOM AV1WebP Image EncodeSudokutDolfynHimeno BenchmarkCraftyLibRawBullet Physics EngineTesseract OCRlibrsvgGitRawTherapeeTimed MAFFT AlignmentSQLite SpeedtestLZMA CompressionHuginDarmstadt Automotive Parallel Heterogeneous SuiteScikit-LearnPolyhedron Fortran BenchmarksPostMarkJava Gradle BuildNumpy BenchmarkRAMspeed SMPNCNNDeepSpeechGNU Octave BenchmarkC-BloscIOR

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

Stress-NG is a Linux stress tool developed by Colin King of Canonical. Learn more via the OpenBenchmarking.org test page.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Intel OSPray is a portable ray-tracing engine for high-performance, high-fidenlity scientific visualizations. OSPray builds off Intel's Embree and Intel SPMD Program Compiler (ISPC) components as part of the oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.

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

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

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

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

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

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

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

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

A portable GPL 3D software renderer that supports OpenMP and Intel Threading Building Blocks with many different rendering modes. This version does not use OpenGL but is entirely CPU/software based. Learn more via the OpenBenchmarking.org test page.

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

This test profile uses PlaidML deep learning framework developed by Intel for offering up various benchmarks. Learn more via the OpenBenchmarking.org test page.

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

NeatBench is a benchmark of the cross-platform Neat Video software on the CPU and optional GPU (OpenCL / CUDA) support. Learn more via the OpenBenchmarking.org test page.

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

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

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

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

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

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

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

This is a simple test of the AOMedia AV1 encoder run on the CPU with a sample video file. Learn more via the OpenBenchmarking.org test page.

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

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

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

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

Intel Embree is a collection of high-performance ray-tracing kernels for execution on CPUs. Learn more via the OpenBenchmarking.org test page.

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

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

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

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

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

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

This is a test of the Intel Open Visual Cloud Scalable Video Technology SVT-AV1 CPU-based multi-threaded video encoder for the AV1 video format with a sample 1080p YUV video file. Learn more via the OpenBenchmarking.org test page.

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

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

This is a test of the Intel Open Visual Cloud Scalable Video Technology SVT-HEVC CPU-based multi-threaded video encoder for the HEVC / H.265 video format with a sample 1080p YUV video file. Learn more via the OpenBenchmarking.org test page.

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

This is a test of the Intel Open Visual Cloud Scalable Video Technology SVT-VP9 CPU-based multi-threaded video encoder for the VP9 video format with a sample 1080p YUV video file. Learn more via the OpenBenchmarking.org test page.

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

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

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

This is a standard video encoding performance test of Google's libvpx library and the vpxenc command for the VP9/WebM format using a sample 1080p video. Learn more via the OpenBenchmarking.org test page.

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

This is a simple test of the x264 encoder run on the CPU (OpenCL support disabled) with a sample video file. Learn more via the OpenBenchmarking.org test page.

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

This is a simple test of the x265 encoder run on the CPU with a sample 1080p video file. Learn more via the OpenBenchmarking.org test page.

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

HPCG is the High Performance Conjugate Gradient and is a new scientific benchmark from Sandia National Lans focused for super-computer testing with modern real-world workloads compared to HPCC. Learn more via the OpenBenchmarking.org test page.

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

This is a multi-threaded DGEMM benchmark. Learn more via the OpenBenchmarking.org test page.

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

ArrayFire is an GPU and CPU numeric processing library, this test uses the built-in CPU and OpenCL ArrayFire benchmarks. Learn more via the OpenBenchmarking.org test page.

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

Open Image Denoise is a denoising library for ray-tracing and part of the oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.

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

OpenVKL is the Intel Open Volume Kernel Library that offers high-performance volume computation kernels and part of the Intel oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.

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

This is a test of GraphicsMagick with its OpenMP implementation that performs various imaging tests on a sample 6000x4000 pixel JPEG image. Learn more via the OpenBenchmarking.org test page.

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

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

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

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

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

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

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

This is a test of EEMBC CoreMark processor benchmark. Learn more via the OpenBenchmarking.org test page.

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

Aircrack-ng is a tool for assessing WiFi/WLAN network security. Learn more via the OpenBenchmarking.org test page.

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

This is a test of Chaos Group's V-RAY benchmark. Learn more via the OpenBenchmarking.org test page.

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

XSBench is a mini-app representing a key computational kernel of the Monte Carlo neutronics application OpenMC. Learn more via the OpenBenchmarking.org test page.

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

This is a test of BYTE. Learn more via the OpenBenchmarking.org test page.

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

This is a test of Indigo Renderer's IndigoBench benchmark. Learn more via the OpenBenchmarking.org test page.

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

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

IOR is a parallel I/O storage benchmark. Learn more via the OpenBenchmarking.org test page.

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

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

This benchmark tests the system memory (RAM) performance. Learn more via the OpenBenchmarking.org test page.

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

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

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

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

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

This benchmark tests the system memory (RAM) performance. Learn more via the OpenBenchmarking.org test page.

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

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

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

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

A simple, compressed, fast and persistent data store library for C. Learn more via the OpenBenchmarking.org test page.

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

This test measures the time needed to compress a sample file (an Ubuntu ISO) using Zstd compression. Learn more via the OpenBenchmarking.org test page.

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

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

tjbench is a JPEG decompression/compression benchmark part of libjpeg-turbo. Learn more via the OpenBenchmarking.org test page.

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

FFTE is a package by Daisuke Takahashi to compute Discrete Fourier Transforms of 1-, 2- and 3- dimensional sequences of length (2^p)*(3^q)*(5^r). Learn more via the OpenBenchmarking.org test page.

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

FFTW is a C subroutine library for computing the discrete Fourier transform (DFT) in one or more dimensions. Learn more via the OpenBenchmarking.org test page.

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

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

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

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

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

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

This test profile is a collection of Lua scripts/benchmarks run against a locally-built copy of LuaJIT upstream. Learn more via the OpenBenchmarking.org test page.

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

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

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

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

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

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

This test runs the ANSI C version of SciMark 2.0, which is a benchmark for scientific and numerical computing developed by programmers at the National Institute of Standards and Technology. This test is made up of Fast Foruier Transform, Jacobi Successive Over-relaxation, Monte Carlo, Sparse Matrix Multiply, and dense LU matrix factorization benchmarks. Learn more via the OpenBenchmarking.org test page.

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

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

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

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

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

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

The Himeno benchmark is a linear solver of pressure Poisson using a point-Jacobi method. Learn more via the OpenBenchmarking.org test page.

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

Botan is a cross-platform open-source C++ crypto library that supports most all publicly known cryptographic algorithms. Learn more via the OpenBenchmarking.org test page.

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

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

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

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

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

SMHasher is a hash function tester. Learn more via the OpenBenchmarking.org test page.

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

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

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

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

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

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

This is a CUDA benchmark of ATNF's ASKAP Benchmark with currently using the tConvolveCuda sub-test. Learn more via the OpenBenchmarking.org test page.

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

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

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

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

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

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

This is a test of 7-Zip using p7zip with its integrated benchmark feature or upstream 7-Zip for the Windows x64 build. Learn more via the OpenBenchmarking.org test page.

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

LibRaw is a RAW image decoder for digital camera photos. This test profile runs LibRaw's post-processing benchmark. Learn more via the OpenBenchmarking.org test page.

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

This is a test of rays1bench, a simple path-tracer / ray-tracing that supports SSE and AVX instructions, multi-threading, and other features. This test profile is measuring the performance of the "large scene" in rays1bench. Learn more via the OpenBenchmarking.org test page.

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

This is a performance test of Crafty, an advanced open-source chess engine. Learn more via the OpenBenchmarking.org test page.

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

This is a performance test of TSCP, Tom Kerrigan's Simple Chess Program, which has a built-in performance benchmark. Learn more via the OpenBenchmarking.org test page.

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

This is a test of Stockfish, an advanced C++11 chess benchmark that can scale up to 128 CPU cores. Learn more via the OpenBenchmarking.org test page.

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

The GROMACS (GROningen MAchine for Chemical Simulations) molecular dynamics package testing on the CPU with the water_GMX50 data. Learn more via the OpenBenchmarking.org test page.

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

LAMMPS is a classical molecular dynamics code, and an acronym for Large-scale Atomic/Molecular Massively Parallel Simulator. Learn more via the OpenBenchmarking.org test page.

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

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

This is a benchmark of the Apache Cassandra NoSQL database management system making use of cassandra-stress. Learn more via the OpenBenchmarking.org test page.

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

This is a benchmark of Facebook's RocksDB as an embeddable persistent key-value store for fast storage based on Google's LevelDB. Learn more via the OpenBenchmarking.org test page.

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

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

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

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

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

A benchmark of KeyDB as a multi-threaded fork of the Redis server. The KeyDB benchmark is conducted using memtier-benchmark. Learn more via the OpenBenchmarking.org test page.

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

This is a MariaDB MySQL database server benchmark making use of mysqlslap. Learn more via the OpenBenchmarking.org test page.

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

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

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

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

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

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

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

This test runs the U.S. Department of Energy's Ames Laboratory Hierarchical INTegration (HINT) benchmark. Learn more via the OpenBenchmarking.org test page.

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

This is a benchmark of John The Ripper, which is a password cracker. Learn more via the OpenBenchmarking.org test page.

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

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

This is a test of ebizzy, a program to generate workloads resembling web server workloads. Learn more via the OpenBenchmarking.org test page.

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

A Node.js Express server with a Node-based loadtest client for facilitating HTTP benchmarking. Learn more via the OpenBenchmarking.org test page.

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

This is a test to obtain the general Numpy performance. Learn more via the OpenBenchmarking.org test page.

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

AI Benchmark Alpha is a Python library for evaluating artificial intelligence (AI) performance on diverse hardware platforms and relies upon the TensorFlow machine learning library. Learn more via the OpenBenchmarking.org test page.

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

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

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

PHPBench is a benchmark suite for PHP. It performs a large number of simple tests in order to bench various aspects of the PHP interpreter. PHPBench can be used to compare hardware, operating systems, PHP versions, PHP accelerators and caches, compiler options, etc. The number of iterations used is 1,000,000. Learn more via the OpenBenchmarking.org test page.

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

OpenSSL is an open-source toolkit that implements SSL (Secure Sockets Layer) and TLS (Transport Layer Security) protocols. This test measures the RSA 4096-bit performance of OpenSSL. Learn more via the OpenBenchmarking.org test page.

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

DAPHNE is the Darmstadt Automotive Parallel HeterogeNEous Benchmark Suite with OpenCL / CUDA / OpenMP test cases for these automotive benchmarks for evaluating programming models in context to vehicle autonomous driving capabilities. Learn more via the OpenBenchmarking.org test page.

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

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

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

Kripke is a simple, scalable, 3D Sn deterministic particle transport code. Its primary purpose is to research how data layout, programming paradigms and architectures effect the implementation and performance of Sn transport. Kripke is developed by LLNL. Learn more via the OpenBenchmarking.org test page.

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

This is a test of NetApp's PostMark benchmark designed to simulate small-file testing similar to the tasks endured by web and mail servers. This test profile will set PostMark to perform 25,000 transactions with 500 files simultaneously with the file sizes ranging between 5 and 512 kilobytes. Learn more via the OpenBenchmarking.org test page.

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

This is a benchmark of PostgreSQL using pgbench for facilitating the database benchmarks. Learn more via the OpenBenchmarking.org test page.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

This is a benchmark of the InfluxDB open-source time-series database optimized for fast, high-availability storage for IoT and other use-cases. The InfluxDB test profile makes use of InfluxDB Inch for facilitating the benchmarks. Learn more via the OpenBenchmarking.org test page.

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

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

BRL-CAD 7.28.0 is a cross-platform, open-source solid modeling system with built-in benchmark mode. Learn more via the OpenBenchmarking.org test page.

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

LULESH is the Livermore Unstructured Lagrangian Explicit Shock Hydrodynamics. Learn more via the OpenBenchmarking.org test page.

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

Ctx_clock is a simple test program to measure the context switch time in clock cycles. Learn more via the OpenBenchmarking.org test page.

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

SMHasher is a hash function tester. Learn more via the OpenBenchmarking.org test page.

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

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

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

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

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

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

NAMD is a parallel molecular dynamics code designed for high-performance simulation of large biomolecular systems. NAMD was developed by the Theoretical and Computational Biophysics Group in the Beckman Institute for Advanced Science and Technology at the University of Illinois at Urbana-Champaign. Learn more via the OpenBenchmarking.org test page.

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

This is a test of Google's libwebp with the cwebp image encode utility and using a sample 6000x4000 pixel JPEG image as the input. Learn more via the OpenBenchmarking.org test page.

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

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

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

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

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

This is a benchmark of the TensorFlow Lite implementation. The current Linux support is limited to running on CPUs. This test profile is measuring the average inference time. Learn more via the OpenBenchmarking.org test page.

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

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

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

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

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

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

This is a benchmark of the Caffe deep learning framework and currently supports the AlexNet and Googlenet model and execution on both CPUs and NVIDIA GPUs. Learn more via the OpenBenchmarking.org test page.

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

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

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

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

This test profile reports the total time of the different average timed test results from PyBench. PyBench reports average test times for different functions such as BuiltinFunctionCalls and NestedForLoops, with this total result providing a rough estimate as to Python's average performance on a given system. This test profile runs PyBench each time for 20 rounds. Learn more via the OpenBenchmarking.org test page.

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

PyPerformance is the reference Python performance benchmark suite. Learn more via the OpenBenchmarking.org test page.

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

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

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

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

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

Renaissance is a suite of benchmarks designed to test the Java JVM from Apache Spark to a Twitter-like service to Scala and other features. Learn more via the OpenBenchmarking.org test page.

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

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

ArrayFire is an GPU and CPU numeric processing library, this test uses the built-in CPU and OpenCL ArrayFire benchmarks. Learn more via the OpenBenchmarking.org test page.

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

This is a test of the Intel oneDNN as an Intel-optimized library for Deep Neural Networks and making use of its built-in benchdnn functionality. The result is the total perf time reported. Intel oneDNN was formerly known as DNNL (Deep Neural Network Library) and MKL-DNN before being rebranded as part of the oneAPI initiative. Learn more via the OpenBenchmarking.org test page.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

This is a benchmark of PostgreSQL using pgbench for facilitating the database benchmarks. Learn more via the OpenBenchmarking.org test page.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

MNN is the Mobile Neural Network as a highly efficient, lightweight deep learning framework developed by ALibaba. Learn more via the OpenBenchmarking.org test page.

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

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

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

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

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

NCNN is a high performance neural network inference framework optimized for mobile and other platforms developed by Tencent. Learn more via the OpenBenchmarking.org test page.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

TNN is an open-source deep learning reasoning framework developed by Tencent. Learn more via the OpenBenchmarking.org test page.

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

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

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

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

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

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

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

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

This test runs the DaCapo Benchmarks written in Java and intended to test system/CPU performance. Learn more via the OpenBenchmarking.org test page.

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

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

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

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

Benchmark for monitoring real time performance of the Go implementation for HTTP, JSON and garbage testing per iteration. Learn more via the OpenBenchmarking.org test page.

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

This test measures how long it takes to extract the .tar.xz Linux kernel package. Learn more via the OpenBenchmarking.org test page.

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

This is a benchmark of the WireGuard secure VPN tunnel and Linux networking stack stress test. The test runs on the local host but does require root permissions to run. The way it works is it creates three namespaces. ns0 has a loopback device. ns1 and ns2 each have wireguard devices. Those two wireguard devices send traffic through the loopback device of ns0. The end result of this is that tests wind up testing encryption and decryption at the same time -- a pretty CPU and scheduler-heavy workflow. Learn more via the OpenBenchmarking.org test page.

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

Rodinia is a suite focused upon accelerating compute-intensive applications with accelerators. CUDA, OpenMP, and OpenCL parallel models are supported by the included applications. This profile utilizes select OpenCL, NVIDIA CUDA and OpenMP test binaries at the moment. Learn more via the OpenBenchmarking.org test page.

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

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

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

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

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

Dolfyn is a Computational Fluid Dynamics (CFD) code of modern numerical simulation techniques. The Dolfyn test profile measures the execution time of the bundled computational fluid dynamics demos that are bundled with Dolfyn. Learn more via the OpenBenchmarking.org test page.

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

NEAT is the Nebular Empirical Analysis Tool for empirical analysis of ionised nebulae, with uncertainty propagation. Learn more via the OpenBenchmarking.org test page.

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

The Fortran.uk Polyhedron Fortran Benchmarks for comparing Fortran compiler performance. Learn more via the OpenBenchmarking.org test page.

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

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

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

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

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

This test searches through the Pfam database of profile hidden markov models. The search finds the domain structure of Drosophila Sevenless protein. Learn more via the OpenBenchmarking.org test page.

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

Incompact3d is a Fortran-MPI based, finite difference high-performance code for solving the incompressible Navier-Stokes equation and as many as you need scalar transport equations. Learn more via the OpenBenchmarking.org test page.

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

This test performs an alignment of 100 pyruvate decarboxylase sequences. Learn more via the OpenBenchmarking.org test page.

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

Mocassin is the Monte Carlo Simulations of Ionised Nebulae. MOCASSIN is a fully 3D or 2D photoionisation and dust radiative transfer code which employs a Monte Carlo approach to the transfer of radiation through media of arbitrary geometry and density distribution. Learn more via the OpenBenchmarking.org test page.

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

Bork is a small, cross-platform file encryption utility. It is written in Java and designed to be included along with the files it encrypts for long-term storage. This test measures the amount of time it takes to encrypt a sample file. Learn more via the OpenBenchmarking.org test page.

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

This test runs Java software project builds using the Gradle build system. It is intended to give developers an idea as to the build performance for development activities and build servers. Learn more via the OpenBenchmarking.org test page.

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

This is a test of the AOMedia libavif library testing the encoding of a JPEG image to AV1 Image Format (AVIF). Learn more via the OpenBenchmarking.org test page.

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

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

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

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

This test times how long it takes to build the Apache HTTPD web server. Learn more via the OpenBenchmarking.org test page.

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

This test times how long it takes to build FFmpeg. Learn more via the OpenBenchmarking.org test page.

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

This test times how long it takes to build the GNU Debugger (GDB) in a default configuration. Learn more via the OpenBenchmarking.org test page.

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

This test times how long it takes to build ImageMagick. Learn more via the OpenBenchmarking.org test page.

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

This test times how long it takes to build the Linux kernel in a default configuration. Learn more via the OpenBenchmarking.org test page.

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

This test times how long it takes to build the LLVM compiler. Learn more via the OpenBenchmarking.org test page.

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

This test times how long it takes to build the MPlayer open-source media player program. Learn more via the OpenBenchmarking.org test page.

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

This test times how long it takes to build PHP 7. Learn more via the OpenBenchmarking.org test page.

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

This is a test of C-Ray, a simple raytracer designed to test the floating-point CPU performance. This test is multi-threaded (16 threads per core), will shoot 8 rays per pixel for anti-aliasing, and will generate a 1600 x 1200 image. Learn more via the OpenBenchmarking.org test page.

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

This test measures the time needed to compress a file (a .tar package of the Linux kernel source code) using BZIP2 compression. Learn more via the OpenBenchmarking.org test page.

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

This is a test of POV-Ray, the Persistence of Vision Raytracer. POV-Ray is used to create 3D graphics using ray-tracing. Learn more via the OpenBenchmarking.org test page.

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

Smallpt is a C++ global illumination renderer written in less than 100 lines of code. Global illumination is done via unbiased Monte Carlo path tracing and there is multi-threading support via the OpenMP library. Learn more via the OpenBenchmarking.org test page.

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

Tungsten is a C++ physically based renderer that makes use of Intel's Embree ray tracing library. Learn more via the OpenBenchmarking.org test page.

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

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

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

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

Y-Cruncher is a multi-threaded Pi benchmark. Learn more via the OpenBenchmarking.org test page.

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

YafaRay is an open-source physically based montecarlo ray-tracing engine. Learn more via the OpenBenchmarking.org test page.

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

AOBench is a lightweight ambient occlusion renderer, written in C. The test profile is using a size of 2048 x 2048. Learn more via the OpenBenchmarking.org test page.

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

This is a benchmark of the Bullet Physics Engine. Learn more via the OpenBenchmarking.org test page.

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

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

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

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

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

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

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

This test measures the time needed to archive/compress two copies of the Linux 4.13 kernel source tree using Gzip compression. Learn more via the OpenBenchmarking.org test page.

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

This test measures the time needed to compress a file using LZMA compression. Learn more via the OpenBenchmarking.org test page.

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

This test measures the time needed to compress a sample file (an Ubuntu file-system image) using XZ compression. Learn more via the OpenBenchmarking.org test page.

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

This test times how long it takes to convert several high-resolution RAW NEF image files to PPM image format using dcraw. Learn more via the OpenBenchmarking.org test page.

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

Mozilla DeepSpeech is a speech-to-text engine powered by TensorFlow for machine learning and derived from Baidu's Deep Speech research paper. This test profile times the speech-to-text process for a roughly three minute audio recording. Learn more via the OpenBenchmarking.org test page.

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

This test times how long it takes to encode a sample WAV file to FLAC format five times. Learn more via the OpenBenchmarking.org test page.

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

LAME is an MP3 encoder licensed under the LGPL. This test measures the time required to encode a WAV file to MP3 format. Learn more via the OpenBenchmarking.org test page.

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

This test times how long it takes the eSpeak speech synthesizer to read Project Gutenberg's The Outline of Science and output to a WAV file. This test profile is now tracking the eSpeak-NG version of eSpeak. Learn more via the OpenBenchmarking.org test page.

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

This test uses FFmpeg for testing the system's audio/video encoding performance. Learn more via the OpenBenchmarking.org test page.

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

A solver for the N-queens problem with multi-threading support via the OpenMP library. Learn more via the OpenBenchmarking.org test page.

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

This is a test of the OpenMP version of a test that solves the N-queens problem. The board problem size is 18. Learn more via the OpenBenchmarking.org test page.

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

Perl benchmark suite that can be used to compare the relative speed of different versions of perl. Learn more via the OpenBenchmarking.org test page.

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

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

RNNoise is a recurrent neural network for audio noise reduction developed by Mozilla and Xiph.Org. This test profile is a single-threaded test measuring the time to denoise a sample 26 minute long 16-bit RAW audio file using this recurrent neural network noise suppression library. Learn more via the OpenBenchmarking.org test page.

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

This is a test of Sudokut, which is a Sudoku puzzle solver written in Tcl. This test measures how long it takes to solve 100 Sudoku puzzles. Learn more via the OpenBenchmarking.org test page.

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

This simple test measures the time to decompress a gzipped tarball (the Qt5 toolkit source package). Learn more via the OpenBenchmarking.org test page.

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

This is a test of the threaded Tachyon, a parallel ray-tracing system, measuring the time to ray-trace a sample scene. Learn more via the OpenBenchmarking.org test page.

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

ASTC Encoder (astcenc) is for the Adaptive Scalable Texture Compression (ASTC) format commonly used with OpenGL, OpenGL ES, and Vulkan graphics APIs. This test profile does a coding test of both compression/decompression. Learn more via the OpenBenchmarking.org test page.

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

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

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

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

Basis Universal is a GPU texture codoec. This test times how long it takes to convert sRGB PNGs into Basis Univeral assets with various settings. Learn more via the OpenBenchmarking.org test page.

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

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

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

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

This is a benchmark of SQLite's speedtest1 benchmark program with an increased problem size of 1,000. Learn more via the OpenBenchmarking.org test page.

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

Darktable is an open-source photography / workflow application this will use any system-installed Darktable program or on Windows will automatically download the pre-built binary from the project. Learn more via the OpenBenchmarking.org test page.

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

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

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

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

GEGL is the Generic Graphics Library and is the library/framework used by GIMP and other applications like GNOME Photos. This test profile times how long it takes to complete various GEGL operations on a static set of sample JPEG images. Learn more via the OpenBenchmarking.org test page.

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

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

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

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

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

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

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

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

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

GIMP is an open-source image manipulaton program. This test profile will use the system-provided GIMP program otherwise on Windows relys upon a pre-packaged Windows binary from upstream GIMP.org. Learn more via the OpenBenchmarking.org test page.

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

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

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

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

Hugin is an open-source, cross-platform panorama photo stitcher software package. This test profile times how long it takes to run the assistant and panorama photo stitching on a set of images. Learn more via the OpenBenchmarking.org test page.

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

OCRMyPDF is an optical character recognition (OCR) text layer to scanned PDF files, producing new PDFs with the text now selectable/searchable/copy-paste capable. OCRMyPDF leverages the Tesseract OCR engine and is written in Python. Learn more via the OpenBenchmarking.org test page.

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

This test profile measures how long it takes to complete several reference GNU Octave files via octave-benchmark. GNU Octave is used for numerical computations and is an open-source alternative to MATLAB. Learn more via the OpenBenchmarking.org test page.

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

RawTherapee is a cross-platform, open-source multi-threaded RAW image processing program. Learn more via the OpenBenchmarking.org test page.

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

RSVG/librsvg is an SVG vector graphics library. This test profile times how long it takes to complete various operations by rsvg-convert. Learn more via the OpenBenchmarking.org test page.

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

Blender is an open-source 3D creation software project. This test is of Blender's Cycles benchmark with various sample files. GPU computing via OpenCL or CUDA is supported. Learn more via the OpenBenchmarking.org test page.

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

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

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

The CANDLE benchmark codes implement deep learning architectures relevant to problems in cancer. These architectures address problems at different biological scales, specifically problems at the molecular, cellular and population scales. Learn more via the OpenBenchmarking.org test page.

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

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

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

Appleseed is an open-source production renderer focused on physically-based global illumination rendering engine primarily designed for animation and visual effects. Learn more via the OpenBenchmarking.org test page.

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

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

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

This test measures the time needed to carry out some sample Git operations on an example, static repository that happens to be a copy of the GNOME GTK tool-kit repository. Learn more via the OpenBenchmarking.org test page.

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

Mlpack benchmark scripts for machine learning libraries Learn more via the OpenBenchmarking.org test page.

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

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

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

Scikit-learn is a Python module for machine learning Learn more via the OpenBenchmarking.org test page.

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

This test runs benchmarks of the Sunflow Rendering System. The Sunflow Rendering System is an open-source render engine for photo-realistic image synthesis with a ray-tracing core. Learn more via the OpenBenchmarking.org test page.

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

Tesseract-OCR is the open-source optical character recognition (OCR) engine for the conversion of text within images to raw text output. This test profile relies upon a system-supplied Tesseract installation. Learn more via the OpenBenchmarking.org test page.

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

416 Results Shown

Stress-NG:
  MMAP
  NUMA
  MEMFD
  Atomic
  Crypto
  Malloc
  RdRand
  Forking
  SENDFILE
  CPU Cache
  CPU Stress
  Semaphores
  Matrix Math
  Vector Math
  Memory Copying
  Socket Activity
  Context Switching
  Glibc C String Functions
  Glibc Qsort Data Sorting
  System V Message Passing
OSPray:
  San Miguel - SciVis
  XFrog Forest - SciVis
  San Miguel - Path Tracer
  NASA Streamlines - SciVis
  XFrog Forest - Path Tracer
  Magnetic Reconnection - SciVis
  NASA Streamlines - Path Tracer
  Magnetic Reconnection - Path Tracer
TTSIOD 3D Renderer
PlaidML
NeatBench
OpenVINO:
  Face Detection 0106 FP16 - CPU
  Face Detection 0106 FP32 - CPU
  Person Detection 0106 FP16 - CPU
  Person Detection 0106 FP32 - CPU
  Age Gender Recognition Retail 0013 FP16 - CPU
  Age Gender Recognition Retail 0013 FP32 - CPU
AOM AV1:
  Speed 4 Two-Pass
  Speed 6 Realtime
  Speed 6 Two-Pass
  Speed 8 Realtime
Embree:
  Pathtracer - Crown
  Pathtracer ISPC - Crown
  Pathtracer - Asian Dragon
  Pathtracer - Asian Dragon Obj
  Pathtracer ISPC - Asian Dragon
  Pathtracer ISPC - Asian Dragon Obj
SVT-AV1:
  Enc Mode 4 - 1080p
  Enc Mode 8 - 1080p
SVT-HEVC
SVT-VP9:
  VMAF Optimized - Bosphorus 1080p
  PSNR/SSIM Optimized - Bosphorus 1080p
  Visual Quality Optimized - Bosphorus 1080p
VP9 libvpx Encoding
x264
x265
High Performance Conjugate Gradient
ACES DGEMM
ArrayFire
Intel Open Image Denoise
OpenVKL
GraphicsMagick:
  Swirl
  Rotate
  Sharpen
  Enhanced
  Resizing
  Noise-Gaussian
  HWB Color Space
Coremark
Aircrack-ng
Chaos Group V-RAY
Xsbench
BYTE Unix Benchmark
IndigoBench:
  Bedroom
  Supercar
IOR:
  Write Test
  Read Test
RAMspeed SMP:
  Add - Integer
  Copy - Integer
  Scale - Integer
  Triad - Integer
  Average - Integer
Stream:
  Copy
  Scale
  Triad
  Add
C-Blosc
Zstd Compression:
  3
  19
libjpeg-turbo tjbench
FFTE
FFTW:
  Stock - 1D FFT Size 32
  Stock - 1D FFT Size 4096
  Stock - 2D FFT Size 4096
  Float + SSE - 1D FFT Size 32
  Float + SSE - 1D FFT Size 4096
  Float + SSE - 2D FFT Size 4096
LuaJIT:
  Composite
  Monte Carlo
  Fast Fourier Transform
  Sparse Matrix Multiply
  Dense LU Matrix Factorization
  Jacobi Successive Over-Relaxation
SciMark:
  Composite
  Monte Carlo
  Fast Fourier Transform
  Sparse Matrix Multiply
  Dense LU Matrix Factorization
  Jacobi Successive Over-Relaxation
Himeno Benchmark
Botan:
  KASUMI
  AES-256
  Twofish
  Blowfish
  CAST-256
SMHasher:
  wyhash
  MeowHash
  Spooky32
  fasthash32
  t1ha2_atonce
  t1ha0_aes_avx2
ASKAP:
  tConvolve MT - Gridding
  tConvolve MT - Degridding
  tConvolve MPI - Gridding
  tConvolve MPI - Degridding
  tConvolve OpenMP - Gridding
  tConvolve OpenMP - Degridding
7-Zip Compression
LibRaw
rays1bench
Crafty
TSCP
Stockfish
GROMACS
LAMMPS Molecular Dynamics Simulator:
  20k Atoms
  Rhodopsin Protein
Apache Cassandra
Facebook RocksDB:
  Rand Fill
  Rand Read
  Seq Fill
  Rand Fill Sync
  Read While Writing
KeyDB
MariaDB:
  1
  16
  32
  64
  128
  256
  512
Hierarchical INTegration
John The Ripper:
  Blowfish
  MD5
ebizzy
Node.js Express HTTP Load Test
Numpy Benchmark
AI Benchmark Alpha:
  Device Inference Score
  Device Training Score
  Device AI Score
PHPBench
OpenSSL
Darmstadt Automotive Parallel Heterogeneous Suite:
  OpenMP - NDT Mapping
  OpenMP - Points2Image
  OpenMP - Euclidean Cluster
Kripke
PostMark
PostgreSQL pgbench:
  1 - 1 - Read Only
  1 - 1 - Read Write
  1 - 50 - Read Only
  1 - 100 - Read Only
  1 - 250 - Read Only
  1 - 50 - Read Write
  100 - 1 - Read Only
  1 - 100 - Read Write
  1 - 250 - Read Write
  100 - 1 - Read Write
  100 - 50 - Read Only
  1000 - 1 - Read Only
  100 - 100 - Read Only
  100 - 250 - Read Only
  100 - 50 - Read Write
  1000 - 1 - Read Write
  1000 - 50 - Read Only
  100 - 100 - Read Write
  100 - 250 - Read Write
  1000 - 100 - Read Only
  1000 - 250 - Read Only
  1000 - 50 - Read Write
  1000 - 100 - Read Write
  1000 - 250 - Read Write
InfluxDB:
  4 - 10000 - 2,5000,1 - 10000
  64 - 10000 - 2,5000,1 - 10000
BRL-CAD
LULESH
ctx_clock
SMHasher:
  wyhash
  MeowHash
  Spooky32
  fasthash32
  t1ha2_atonce
  t1ha0_aes_avx2
NAMD
WebP Image Encode:
  Default
  Quality 100
  Quality 100, Lossless
  Quality 100, Highest Compression
  Quality 100, Lossless, Highest Compression
TensorFlow Lite:
  SqueezeNet
  Inception V4
  NASNet Mobile
  Mobilenet Float
  Mobilenet Quant
  Inception ResNet V2
Caffe:
  AlexNet - CPU - 100
  AlexNet - CPU - 200
  GoogleNet - CPU - 100
  GoogleNet - CPU - 200
PyBench
PyPerformance:
  pathlib
  raytrace
  json_loads
  crypto_pyaes
  regex_compile
Renaissance:
  Scala Dotty
  Apache Spark Bayes
ArrayFire
oneDNN:
  IP Batch 1D - f32 - CPU
  IP Batch All - f32 - CPU
  IP Batch 1D - u8s8f32 - CPU
  IP Batch All - u8s8f32 - CPU
  IP Batch 1D - bf16bf16bf16 - CPU
  IP Batch All - bf16bf16bf16 - CPU
  Convolution Batch Shapes Auto - f32 - CPU
  Deconvolution Batch deconv_1d - f32 - CPU
  Deconvolution Batch deconv_3d - f32 - CPU
  Convolution Batch Shapes Auto - u8s8f32 - CPU
  Deconvolution Batch deconv_1d - u8s8f32 - CPU
  Deconvolution Batch deconv_3d - u8s8f32 - CPU
  Recurrent Neural Network Training - f32 - CPU
  Recurrent Neural Network Inference - f32 - CPU
  Convolution Batch Shapes Auto - bf16bf16bf16 - CPU
  Deconvolution Batch deconv_1d - bf16bf16bf16 - CPU
  Deconvolution Batch deconv_3d - bf16bf16bf16 - CPU
  Matrix Multiply Batch Shapes Transformer - f32 - CPU
  Matrix Multiply Batch Shapes Transformer - u8s8f32 - CPU
  Matrix Multiply Batch Shapes Transformer - bf16bf16bf16 - CPU
PostgreSQL pgbench:
  1 - 1 - Read Only - Average Latency
  1 - 1 - Read Write - Average Latency
  1 - 50 - Read Only - Average Latency
  1 - 100 - Read Only - Average Latency
  1 - 250 - Read Only - Average Latency
  1 - 50 - Read Write - Average Latency
  100 - 1 - Read Only - Average Latency
  1 - 100 - Read Write - Average Latency
  1 - 250 - Read Write - Average Latency
  100 - 1 - Read Write - Average Latency
  100 - 50 - Read Only - Average Latency
  1000 - 1 - Read Only - Average Latency
  100 - 100 - Read Only - Average Latency
  100 - 250 - Read Only - Average Latency
  100 - 50 - Read Write - Average Latency
  1000 - 1 - Read Write - Average Latency
  1000 - 50 - Read Only - Average Latency
  100 - 100 - Read Write - Average Latency
  100 - 250 - Read Write - Average Latency
  1000 - 100 - Read Only - Average Latency
  1000 - 250 - Read Only - Average Latency
  1000 - 50 - Read Write - Average Latency
  1000 - 100 - Read Write - Average Latency
  1000 - 250 - Read Write - Average Latency
Mobile Neural Network:
  SqueezeNetV1.0
  resnet-v2-50
  MobileNetV2_224
  mobilenet-v1-1.0
  inception-v3
NCNN:
  CPU - squeezenet
  CPU - mobilenet
  CPU-v2-v2 - mobilenet-v2
  CPU-v3-v3 - mobilenet-v3
  CPU - shufflenet-v2
  CPU - mnasnet
  CPU - efficientnet-b0
  CPU - blazeface
  CPU - googlenet
  CPU - vgg16
  CPU - resnet18
  CPU - alexnet
  CPU - resnet50
  CPU - yolov4-tiny
TNN:
  CPU - MobileNet v2
  CPU - SqueezeNet v1.1
OpenVINO:
  Face Detection 0106 FP16 - CPU
  Face Detection 0106 FP32 - CPU
  Person Detection 0106 FP16 - CPU
  Person Detection 0106 FP32 - CPU
  Age Gender Recognition Retail 0013 FP16 - CPU
  Age Gender Recognition Retail 0013 FP32 - CPU
DaCapo Benchmark:
  H2
  Jython
  Tradesoap
  Tradebeans
Go Benchmarks
Unpacking The Linux Kernel
WireGuard + Linux Networking Stack Stress Test
Rodinia:
  OpenMP LavaMD
  OpenMP HotSpot3D
  OpenMP Leukocyte
  OpenMP CFD Solver
  OpenMP Streamcluster
Dolfyn
Nebular Empirical Analysis Tool
Polyhedron Fortran Benchmarks:
  ac
  linpk
  tfft2
  rnflow
  protein
Timed HMMer Search
Incompact3D
Timed MAFFT Alignment
Monte Carlo Simulations of Ionised Nebulae
Bork File Encrypter
Java Gradle Build
libavif avifenc:
  0
  2
  8
  10
Timed Apache Compilation
Timed FFmpeg Compilation
Timed GDB GNU Debugger Compilation
Timed ImageMagick Compilation
Timed Linux Kernel Compilation
Timed LLVM Compilation
Timed MPlayer Compilation
Timed PHP Compilation
C-Ray
Parallel BZIP2 Compression
POV-Ray
Smallpt
Tungsten Renderer:
  Hair
  Water Caustic
  Non-Exponential
  Volumetric Caustic
Y-Cruncher
YafaRay
AOBench
Bullet Physics Engine:
  Raytests
  3000 Fall
  1000 Stack
  1000 Convex
  136 Ragdolls
  Prim Trimesh
  Convex Trimesh
Gzip Compression
LZMA Compression
XZ Compression
dcraw
DeepSpeech
FLAC Audio Encoding
LAME MP3 Encoding
eSpeak-NG Speech Engine
FFmpeg
m-queens
N-Queens
Perl Benchmarks:
  Pod2html
  Interpreter
RNNoise
Sudokut
System GZIP Decompression
Tachyon
ASTC Encoder:
  Fast
  Medium
  Thorough
  Exhaustive
Basis Universal:
  ETC1S
  UASTC Level 0
  UASTC Level 2
  UASTC Level 3
SQLite Speedtest
Darktable:
  Boat - CPU-only
  Masskrug - CPU-only
  Server Rack - CPU-only
  Server Room - CPU-only
GEGL:
  Crop
  Scale
  Cartoon
  Reflect
  Antialias
  Tile Glass
  Wavelet Blur
  Color Enhance
  Rotate 90 Degrees
GIMP:
  resize
  rotate
  auto-levels
  unsharp-mask
Hugin
OCRMyPDF
GNU Octave Benchmark
RawTherapee
librsvg
Blender:
  BMW27 - CPU-Only
  Classroom - CPU-Only
  Barbershop - CPU-Only
ECP-CANDLE:
  P1B2
  P3B1
  P3B2
Appleseed:
  Emily
  Disney Material
  Material Tester
Git
Mlpack Benchmark:
  scikit_qda
  scikit_svm
  scikit_linearridgeregression
Scikit-Learn
Sunflow Rendering System
Tesseract OCR