Ubuntu 22.10 Early Xeon Comparison Benchmarkss

2 x Intel Xeon Platinum 8380 testing of Linux distros by Michael Larabel for a future article.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2209058-NE-LINUX488963
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AV1 2 Tests
Timed Code Compilation 3 Tests
C/C++ Compiler Tests 15 Tests
Compression Tests 2 Tests
CPU Massive 23 Tests
Creator Workloads 15 Tests
Database Test Suite 8 Tests
Encoding 6 Tests
Fortran Tests 2 Tests
Game Development 2 Tests
Go Language Tests 3 Tests
HPC - High Performance Computing 10 Tests
Imaging 3 Tests
Java 2 Tests
Common Kernel Benchmarks 3 Tests
Machine Learning 6 Tests
Molecular Dynamics 3 Tests
MPI Benchmarks 3 Tests
Multi-Core 23 Tests
Node.js + NPM Tests 2 Tests
NVIDIA GPU Compute 2 Tests
Intel oneAPI 4 Tests
OpenMPI Tests 3 Tests
Programmer / Developer System Benchmarks 6 Tests
Python Tests 4 Tests
Raytracing 2 Tests
Renderers 4 Tests
Scientific Computing 3 Tests
Server 13 Tests
Server CPU Tests 15 Tests
Single-Threaded 3 Tests
Video Encoding 6 Tests

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CentOS Stream 9
August 31 2022
  23 Hours, 29 Minutes
Clear Linux 36990
September 01 2022
  19 Hours, 3 Minutes
Ubuntu 22.04.1 LTS
September 02 2022
  21 Hours, 31 Minutes
Ubuntu 22.10 3 September
September 03 2022
  23 Hours, 4 Minutes
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  21 Hours, 47 Minutes

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Ubuntu 22.10 Early Xeon Comparison BenchmarkssProcessorMotherboardChipsetMemoryDiskGraphicsMonitorNetworkOSKernelDesktopDisplay ServerCompilerFile-SystemScreen ResolutionVulkanCentOS Stream 9Clear Linux 36990Ubuntu 22.04.1 LTSUbuntu 22.10 3 September2 x Intel Xeon Platinum 8380 @ 3.40GHz (80 Cores / 160 Threads)Intel M50CYP2SB2U (SE5C6200.86B.0022.D08.2103221623 BIOS)Intel Device 0998512GB7682GB INTEL SSDPF2KX076TZASPEEDVE2282 x Intel X710 for 10GBASE-T + 2 x Intel E810-C for QSFPCentOS Stream 95.14.0-148.el9.x86_64 (x86_64)GNOME Shell 40.10X ServerGCC 11.3.1 20220421xfs1920x1080Clear Linux OS 369905.19.6-1185.native (x86_64)GNOME Shell 42.4X Server 1.21.1.3GCC 12.2.1 20220831 releases/gcc-12.2.0-35-g63997f2223 + Clang 14.0.6 + LLVM 14.0.6ext4Ubuntu 22.045.15.0-47-generic (x86_64)GNOME Shell 42.21.2.204GCC 11.2.0Intel Ice Lake IEHUbuntu 22.105.19.0-15-generic (x86_64)GNOME Shell1.3.211GCC 12.2.0OpenBenchmarking.orgKernel Details- CentOS Stream 9: Transparent Huge Pages: always- Clear Linux 36990: Transparent Huge Pages: always- Ubuntu 22.04.1 LTS: Transparent Huge Pages: madvise- Ubuntu 22.10 3 September: Transparent Huge Pages: madviseCompiler Details- CentOS Stream 9: --build=x86_64-redhat-linux --disable-libunwind-exceptions --enable-__cxa_atexit --enable-bootstrap --enable-cet --enable-checking=release --enable-gnu-indirect-function --enable-gnu-unique-object --enable-host-bind-now --enable-host-pie --enable-initfini-array --enable-languages=c,c++,fortran,lto --enable-link-serialization=1 --enable-multilib --enable-offload-targets=nvptx-none --enable-plugin --enable-shared --enable-threads=posix --mandir=/usr/share/man --with-arch_32=x86-64 --with-arch_64=x86-64-v2 --with-build-config=bootstrap-lto --with-gcc-major-version-only --with-linker-hash-style=gnu --with-tune=generic --without-cuda-driver --without-isl - Clear Linux 36990: --build=x86_64-generic-linux --disable-libmpx --disable-libunwind-exceptions --disable-multiarch --disable-vtable-verify --disable-werror --enable-__cxa_atexit --enable-bootstrap --enable-cet --enable-clocale=gnu --enable-default-pie --enable-gnu-indirect-function --enable-gnu-indirect-function --enable-host-shared --enable-languages=c,c++,fortran,go,jit --enable-ld=default --enable-libstdcxx-pch --enable-linux-futex --enable-lto --enable-multilib --enable-plugin --enable-shared --enable-threads=posix --exec-prefix=/usr --includedir=/usr/include --target=x86_64-generic-linux --with-arch=x86-64-v3 --with-gcc-major-version-only --with-glibc-version=2.35 --with-gnu-ld --with-isl --with-pic --with-ppl=yes --with-tune=skylake-avx512 --with-zstd - Ubuntu 22.04.1 LTS: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-serialization=2 --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-11-gBFGDP/gcc-11-11.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-11-gBFGDP/gcc-11-11.2.0/debian/tmp-gcn/usr --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-build-config=bootstrap-lto-lean --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v - Ubuntu 22.10 3 September: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-defaulted --enable-offload-targets=nvptx-none=/build/gcc-12-Wbc0TK/gcc-12-12.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-12-Wbc0TK/gcc-12-12.2.0/debian/tmp-gcn/usr --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v Disk Details- CentOS Stream 9: NONE / attr2,inode64,logbsize=32k,logbufs=8,noquota,relatime,rw,seclabel / Block Size: 4096- Clear Linux 36990: MQ-DEADLINE / relatime,rw,stripe=256 / Block Size: 4096- Ubuntu 22.04.1 LTS: NONE / errors=remount-ro,relatime,rw / Block Size: 4096- Ubuntu 22.10 3 September: NONE / errors=remount-ro,relatime,rw / Block Size: 4096Processor Details- CentOS Stream 9: Scaling Governor: intel_pstate powersave (EPP: balance_performance) - CPU Microcode: 0xd000363- Clear Linux 36990: Scaling Governor: intel_pstate performance (EPP: performance) - CPU Microcode: 0xd000375- Ubuntu 22.04.1 LTS: Scaling Governor: intel_pstate powersave (EPP: balance_performance) - CPU Microcode: 0xd000363- Ubuntu 22.10 3 September: Scaling Governor: intel_pstate powersave (EPP: balance_performance) - CPU Microcode: 0xd000375Java Details- CentOS Stream 9: OpenJDK Runtime Environment (Red_Hat-11.0.16.0.8-2.el9) (build 11.0.16+8-LTS)- Clear Linux 36990: OpenJDK Runtime Environment (build 18.0.1-internal+0-adhoc.mockbuild.corretto-18-18.0.1.10.1)- Ubuntu 22.04.1 LTS: OpenJDK Runtime Environment (build 11.0.16+8-post-Ubuntu-0ubuntu122.04)- Ubuntu 22.10 3 September: OpenJDK Runtime Environment (build 11.0.16+8-post-Ubuntu-0ubuntu1)Python Details- CentOS Stream 9: Python 3.9.13- Clear Linux 36990: Python 3.10.6- Ubuntu 22.04.1 LTS: Python 3.10.4- Ubuntu 22.10 3 September: Python 3.10.6Security Details- CentOS Stream 9: SELinux + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Mitigation of Clear buffers; SMT vulnerable + retbleed: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + srbds: Not affected + tsx_async_abort: Not affected - Clear Linux 36990: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Mitigation of Clear buffers; SMT vulnerable + retbleed: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling PBRSB-eIBRS: SW sequence + srbds: Not affected + tsx_async_abort: Not affected - Ubuntu 22.04.1 LTS: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Mitigation of Clear buffers; SMT vulnerable + retbleed: 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: Not affected - Ubuntu 22.10 3 September: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Mitigation of Clear buffers; SMT vulnerable + retbleed: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + srbds: Not affected + tsx_async_abort: Not affected Environment Details- Clear Linux 36990: FFLAGS="-g -O3 -feliminate-unused-debug-types -pipe -Wall -Wp,-D_FORTIFY_SOURCE=2 -fexceptions -m64 -fasynchronous-unwind-tables -Wp,-D_REENTRANT -ftree-loop-distribute-patterns -Wl,-z -Wl,now -Wl,-z -Wl,relro -malign-data=abi -fno-semantic-interposition -ftree-vectorize -ftree-loop-vectorize -Wl,--enable-new-dtags" CXXFLAGS="-g -O3 -feliminate-unused-debug-types -pipe -Wall -Wp,-D_FORTIFY_SOURCE=2 -fexceptions -Wformat -Wformat-security -m64 -fasynchronous-unwind-tables -Wp,-D_REENTRANT -ftree-loop-distribute-patterns -Wl,-z -Wl,now -Wl,-z -Wl,relro -fno-semantic-interposition -ffat-lto-objects -fno-trapping-math -Wl,-sort-common -Wl,--enable-new-dtags -mtune=skylake -mrelax-cmpxchg-loop -fvisibility-inlines-hidden -Wl,--enable-new-dtags" FCFLAGS="-g -O3 -feliminate-unused-debug-types -pipe -Wall -Wp,-D_FORTIFY_SOURCE=2 -fexceptions -m64 -fasynchronous-unwind-tables -Wp,-D_REENTRANT -ftree-loop-distribute-patterns -Wl,-z -Wl,now -Wl,-z -Wl,relro -malign-data=abi -fno-semantic-interposition -ftree-vectorize -ftree-loop-vectorize -Wl,-sort-common -Wl,--enable-new-dtags" CFLAGS="-g -O3 -feliminate-unused-debug-types -pipe -Wall -Wp,-D_FORTIFY_SOURCE=2 -fexceptions -Wformat -Wformat-security -m64 -fasynchronous-unwind-tables -Wp,-D_REENTRANT -ftree-loop-distribute-patterns -Wl,-z -Wl,now -Wl,-z -Wl,relro -fno-semantic-interposition -ffat-lto-objects -fno-trapping-math -Wl,-sort-common -Wl,--enable-new-dtags -mtune=skylake -mrelax-cmpxchg-loop" THEANO_FLAGS="floatX=float32,openmp=true,gcc.cxxflags="-ftree-vectorize -mavx""

CentOS Stream 9Clear Linux 36990Ubuntu 22.04.1 LTSUbuntu 22.10 3 SeptemberLogarithmic Result OverviewPhoronix Test SuiteC-BloscNatronRenaissancex264DaCapo BenchmarkNode.js Express HTTP Load TestPostgreSQL pgbenchVP9 libvpx EncodingTimed LLVM CompilationSVT-AV1GraphicsMagickApache SparkClickHouseSVT-HEVCZstd Compressionlibavif avifencTensorFlow LiteSVT-VP9memtier_benchmarkStress-NGNode.js V8 Web Tooling BenchmarkoneDNNTNNRedisUnpacking The Linux Kernel7-Zip CompressionLAMMPS Molecular Dynamics SimulatorApache HTTP ServerWebP Image EncodeOSPRayASTC EncoderONNX RuntimenginxStockfishMobile Neural NetworkGROMACSBlendersimdjsonHigh Performance Conjugate GradientOpenSSLNAMDOSPRay Studio

Ubuntu 22.10 Early Xeon Comparison Benchmarksspgbench: 100 - 500 - Read Only - Average Latencypgbench: 100 - 500 - Read Onlyspark: 40000000 - 500 - Calculate Pi Benchmark Using Dataframespark: 40000000 - 500 - Calculate Pi Benchmarkstockfish: Total Timespark: 40000000 - 500 - SHA-512 Benchmark Timetnn: CPU - DenseNetrenaissance: Savina Reactors.IOospray: particle_volume/pathtracer/real_timespark: 40000000 - 500 - Broadcast Inner Join Test Timespark: 40000000 - 500 - Inner Join Test Timespark: 40000000 - 500 - Repartition Test Timespark: 40000000 - 500 - Group By Test Timerenaissance: In-Memory Database Shootoutonnx: GPT-2 - CPU - Standardonnx: ArcFace ResNet-100 - CPU - Standardonnx: fcn-resnet101-11 - CPU - Standardrenaissance: Finagle HTTP Requestsonednn: Recurrent Neural Network Training - bf16bf16bf16 - CPUonednn: Recurrent Neural Network Inference - bf16bf16bf16 - CPUpgbench: 100 - 250 - Read Only - Average Latencypgbench: 100 - 250 - Read Onlyospray: particle_volume/scivis/real_timerenaissance: ALS Movie Lensmemtier-benchmark: Redis - 50 - 5:1blender: Barbershop - CPU-Onlyospray: particle_volume/ao/real_timelammps: 20k Atomsmemtier-benchmark: Redis - 50 - 1:10apache: 1000tensorflow-lite: Inception V4tensorflow-lite: Inception ResNet V2mnn: inception-v3mnn: mobilenet-v1-1.0mnn: MobileNetV2_224mnn: SqueezeNetV1.0mnn: resnet-v2-50mnn: squeezenetv1.1mnn: mobilenetV3mnn: nasnetonnx: yolov4 - CPU - Standardblosc: blosclz bitshuffletensorflow-lite: NASNet Mobileblosc: blosclz shuffletensorflow-lite: SqueezeNetonnx: super-resolution-10 - CPU - Standardopenvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUopenvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUtensorflow-lite: Mobilenet Quanthpcg: graphics-magick: Resizingkeydb: vpxenc: Speed 0 - Bosphorus 4Kbuild-llvm: Ninjatensorflow-lite: Mobilenet Floatgraphics-magick: Noise-Gaussiangraphics-magick: HWB Color Spaceospray-studio: 3 - 4K - 32 - Path Traceropenvino: Person Vehicle Bike Detection FP16 - CPUopenvino: Person Vehicle Bike Detection FP16 - CPUospray: gravity_spheres_volume/dim_512/scivis/real_timeospray: gravity_spheres_volume/dim_512/ao/real_timepgbench: 100 - 250 - Read Write - Average Latencypgbench: 100 - 250 - Read Writepgbench: 100 - 500 - Read Write - Average Latencypgbench: 100 - 500 - Read Writeospray-studio: 2 - 4K - 32 - Path Tracerospray-studio: 1 - 4K - 32 - Path Tracercompress-zstd: 19 - Decompression Speedcompress-zstd: 19 - Compression Speedcompress-zstd: 8 - Decompression Speedcompress-zstd: 8 - Compression Speedospray: gravity_spheres_volume/dim_512/pathtracer/real_timeclickhouse: 100M Rows Web Analytics Dataset, Third Runclickhouse: 100M Rows Web Analytics Dataset, Second Runclickhouse: 100M Rows Web Analytics Dataset, First Run / Cold Cacheredis: SET - 500stress-ng: Atomicopenvino: Vehicle Detection FP16 - CPUopenvino: Vehicle Detection FP16 - CPUonnx: fcn-resnet101-11 - CPU - Parallelonnx: GPT-2 - CPU - Parallelonnx: ArcFace ResNet-100 - CPU - Parallelonnx: bertsquad-12 - CPU - Parallelonnx: yolov4 - CPU - Parallelonnx: bertsquad-12 - CPU - Standardstress-ng: Futexstress-ng: Socket Activityonnx: super-resolution-10 - CPU - Parallelgraphics-magick: Rotateinfluxdb: 4 - 10000 - 2,5000,1 - 10000ospray-studio: 3 - 4K - 16 - Path Tracersvt-av1: Preset 4 - Bosphorus 4Kospray-studio: 1 - 4K - 16 - Path Tracerbuild-linux-kernel: defconfignatron: Spaceshipospray-studio: 2 - 4K - 16 - Path Tracernginx: 1000renaissance: Apache Spark Bayesopenvino: Age Gender Recognition Retail 0013 FP16 - CPUopenvino: Age Gender Recognition Retail 0013 FP16 - CPUtnn: CPU - MobileNet v2compress-zstd: 19, Long Mode - Decompression Speedcompress-zstd: 19, Long Mode - Compression Speedcompress-zstd: 3 - Decompression Speedcompress-zstd: 3 - Compression Speedredis: GET - 500redis: SET - 1000stress-ng: System V Message Passingblender: Pabellon Barcelona - CPU-Onlyavifenc: 0node-web-tooling: onednn: IP Shapes 1D - bf16bf16bf16 - CPUnode-express-loadtest: openvino: Person Detection FP16 - CPUopenvino: Person Detection FP16 - CPUopenvino: Person Detection FP32 - CPUopenvino: Person Detection FP32 - CPUopenvino: Face Detection FP16 - CPUopenvino: Face Detection FP16 - CPUsimdjson: PartialTweetssimdjson: DistinctUserIDcompress-zstd: 3, Long Mode - Compression Speedsimdjson: TopTweetrenaissance: Rand Forestdragonflydb: 50 - 5:1dragonflydb: 50 - 1:5dragonflydb: 50 - 1:1openvino: Face Detection FP16-INT8 - CPUopenvino: Face Detection FP16-INT8 - CPUbuild-gdb: Time To Compileblender: Classroom - CPU-Onlyopenvino: Machine Translation EN To DE FP16 - CPUopenvino: Machine Translation EN To DE FP16 - CPUopenvino: Weld Porosity Detection FP16 - CPUopenvino: Weld Porosity Detection FP16 - CPUredis: GET - 1000openvino: Vehicle Detection FP16-INT8 - CPUopenvino: Vehicle Detection FP16-INT8 - CPUopenvino: Weld Porosity Detection FP16-INT8 - CPUopenvino: Weld Porosity Detection FP16-INT8 - CPUstress-ng: Context Switchinggraphics-magick: Sharpengraphics-magick: Enhancedgraphics-magick: Swirlcompress-7zip: Decompression Ratingcompress-7zip: Compression Ratingsimdjson: Kostyastress-ng: CPU Cachesimdjson: LargeRandonednn: Matrix Multiply Batch Shapes Transformer - bf16bf16bf16 - CPUx264: Bosphorus 4Kavifenc: 2onednn: IP Shapes 3D - bf16bf16bf16 - CPUunpack-linux: linux-5.19.tar.xzstress-ng: Glibc C String Functionswebp: Quality 100, Lossless, Highest Compressionavifenc: 6, Losslesscompress-zstd: 3, Long Mode - Decompression Speedcompress-zstd: 8, Long Mode - Decompression Speedcompress-zstd: 8, Long Mode - Compression Speedblender: Fishy Cat - CPU-Onlydacapobench: Jythonnamd: ATPase Simulation - 327,506 Atomsstress-ng: NUMAstress-ng: x86_64 RdRandstress-ng: IO_uringstress-ng: Forkingstress-ng: Mallocstress-ng: Memory Copyingstress-ng: MMAPstress-ng: SENDFILEstress-ng: CPU Stressstress-ng: Semaphoresstress-ng: MEMFDstress-ng: Glibc Qsort Data Sortingstress-ng: Cryptostress-ng: Matrix Mathstress-ng: Vector Mathavifenc: 10, Losslessgromacs: MPI CPU - water_GMX50_bareredis: SET - 50svt-hevc: 10 - Bosphorus 4Ktnn: CPU - SqueezeNet v1.1blender: BMW27 - CPU-Onlyredis: GET - 50openssl: openssl: svt-vp9: Visual Quality Optimized - Bosphorus 4Konednn: Deconvolution Batch shapes_1d - bf16bf16bf16 - CPUsvt-hevc: 7 - Bosphorus 4Kastcenc: Mediumwebp: Quality 100, Losslessdacapobench: H2webp: Quality 100, Highest Compressionsvt-av1: Preset 8 - Bosphorus 4Kastcenc: Exhaustivetnn: CPU - SqueezeNet v2svt-vp9: PSNR/SSIM Optimized - Bosphorus 4Ksvt-vp9: VMAF Optimized - Bosphorus 4Kwebp: Quality 100avifenc: 6onednn: Deconvolution Batch shapes_3d - bf16bf16bf16 - CPUsvt-av1: Preset 10 - Bosphorus 4Kastcenc: Thoroughwebp: Defaultastcenc: Fastsvt-av1: Preset 12 - Bosphorus 4Klammps: Rhodopsin Proteinonednn: Convolution Batch Shapes Auto - bf16bf16bf16 - CPUstress-ng: IO_uringCentOS Stream 9Clear Linux 36990Ubuntu 22.04.1 LTSUbuntu 22.10 3 September0.27018556562.7936.2117947312988.833955.04621219.4100.669617787.21104518814438693.9697.282447.6160.150166938824.295117123.91339297.91257.1524.352735.1231398073.70131349.6073896.547297.820.0912.0902.6633.9568.6632.3561.75312.0976943704.168713.04916.716614.41122601.5042731.939540.8640.281227483.04135.0194240.4173811384831913.601478.6422.021522.417412.0512074526.7241871040852405802571.386.63017.51244.025.5852243.95244.38231.481931278.62187775.7718.671071.702365269169379963010931088788.922460.3732591030666008.7239671.3272015229.6701.920261200945.491075.31.3647224.77378.8792635.743.43022.97026.12018201.091847194.127093379.7382.8984.31610.555.4060349101424.5713.921451.6213.67819.6324.294.855.77281.05.621455.2239.8683.2695.41564.8285.47233.3332.002478.962406986.654.524414.948.279657.996233126.45641115323403711314678662.9116.260.9637.9577834.5748.7102.385639.1949473078.1741.2089.2603208.03201.0307.533.3756000.2813810.37667284.3663484.45306750258.8412812.453747.581271967.05135517.467186364.514098.84934.2683808.91286293.40322923.096.6058.9962189377.08113.23366.49325.042284227.21112427.216866.199.273.8115586.67316.374321.11598478.80238.6754.505475.880115.50112.933.0446.0563.6840465.62046.38482.163799.112092.83230.8702.159380.27518316652.0433.0518607962820.213620.8578256.6161.93015.1715.5913.0734.451021120775215950.5728.040487.1160.132191311524.71598225.41760873.07253.2724.590335.0461994991.48118161.8342370.349331.920.4482.1792.9124.2448.5632.5291.86212.81363612603.168566.717905.86244.19101518576.9540.86102851485587.546.15267.3873701.2799417374850622.224722.51682.862873575.8288579240932405032522.591.53007.51621.325.6467400.32400.44386.792083152.81145035.86241525919788286409921140633.7236452.6980241029241022.351201805.020404215488.10479.0348.8152613.248.82985.26807.82765192.672078925.138684030.9081.9778.59113.564.6408698085.025.71965.35.74668.33826220.784236085.834003419.3164.232722264.5014924848.44869119225583642094730262.9416.400.9812.272382.4342.6252.302517.8539658490.0438.3036.1743163.1993.132.4336830.280535.21669368.1810692920.6361843.01342573199.6911244.943336.531161464.61140290.2115903941.883783.49893.8495806.71328235.14309299.864.6909.5252346688.3192.06358.15324.253512867.331119831.817031.1148.913.80080147.63359.898018.18624538.04673.1884.891672.128163.87153.772.6563.4633.64846132.87150.47201.662837.1477195.93435.9952.126370.28517604402.7331.6717479258790.624704.04221545.798.655418477.31085618994838478.8770.261497.8090.157159395024.726318654.11457157.14262.6524.852534.8201755483.28137078.3536132.754111.020.5402.1783.0774.2588.6022.5901.86412.9216713193.080034.04279.55617.26116190.9966238.8310747.9740.2047417487637.292.95131.6983340.605136364995318.312178.7020.896520.98827.3213415116.8812962042476419732498.174.02788.91638.325.2944225.18223.34214.261835435.10183431.6638.041049.5623353051682834644977942679.7245595.603133759668433.3249291.2922094727.8091.621165210852.371132.31.5147005.85463.9812540.738.52755.95669.92174436.561851066.214420124.1284.4487.16710.665.8005362102990.5013.143027.3812.981684.3923.524.755.79102.45.691531.51209586.381315146.421243856.63469.3684.9981.62965.82160.42248.7032.532453.452309354.88.894487.458.938939.745371747.81641109419163590583457252.8316.130.9441.891232.4149.3532.446918.8888173725.0342.60611.0362945.92962.4127.934.0748190.2810142.05666992.328404895.3065455.72292765838.9913427.143888.561177667.63135774.417249112.243881.85918.7686462.28307592.99324720.788.1019.1152076700.08111.55365.91725.232588694.171115888.016884.7101.723.8879387.77315.097821.601106818.67538.3314.484074.709115.32111.612.9316.4063.6611265.83745.63211.975809.166692.73226.7492.135630.27418310612.8132.8217619752289.784871.92121596.998.908019025.31165820955298865.7744.461501.2860.156160237024.813518630.81424129.75262.5124.751334.3341493485.80137407.0936087.748670.720.9502.2662.8543.9858.8252.3941.78712.4676363145.272847.74314.85381.39121571.5540155.1111013.640.6481394420244.042.91149.1713479.88490642501139.882017.5120.925721.35637.5413315117.4242869642375420252420.474.52859.91381.225.5730224.56223.85219.761859225.90203988.0917.731125.8723253511958840639992929710.0743161.003276747668197.8249641.3022089732.8391.521127197531.741099.91.3348336.73489.9232497.040.42894.45828.62125040.841824116.486895710.5284.2186.60911.495.0997642221510.1313.111532.8112.92817.1424.354.785.74261.85.761573.21098957.731203211.461141505.38239.9083.2390.15365.7387.26228.5232.582436.722236278.174.524412.978.239707.355653213.48638107919103514913497202.8716.030.9624.567034.8650.8012.406459.3639620162.3442.25510.9833086.83062.7295.834.0053770.28139496.36666855.728495558.8066753.69287783316.0613459.403528.021154762.78139826.697313329.594010.05914.2086049.94328638.94310602.188.2579.2452090343.29114.27378.01225.072602545.751106566.316882.3100.323.8942188.65314.470019.919107888.92038.3184.598578.800114.69111.852.9866.5953.6579166.12445.60392.042796.495993.56426.4072.14717OpenBenchmarking.org

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 14.0Scaling Factor: 100 - Clients: 500 - Mode: Read Only - Average LatencyUbuntu 22.04.1 LTSClear Linux 36990Ubuntu 22.10 3 SeptemberCentOS Stream 90.06410.12820.19230.25640.3205SE +/- 0.004, N = 12SE +/- 0.007, N = 12SE +/- 0.004, N = 12SE +/- 0.005, N = 120.2850.2750.2740.270-O2-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop-O2-O21. (CC) gcc options: -fno-strict-aliasing -fwrapv -lpgcommon -lpgport -lpq -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 14.0Scaling Factor: 100 - Clients: 500 - Mode: Read OnlyUbuntu 22.04.1 LTSUbuntu 22.10 3 SeptemberClear Linux 36990CentOS Stream 9400K800K1200K1600K2000KSE +/- 24026.09, N = 12SE +/- 23438.15, N = 12SE +/- 42947.24, N = 12SE +/- 30425.21, N = 121760440183106118316651855656-O2-O2-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop-O21. (CC) gcc options: -fno-strict-aliasing -fwrapv -lpgcommon -lpgport -lpq -lm

Apache Spark

This is a benchmark of Apache Spark with its PySpark interface. Apache Spark is an open-source unified analytics engine for large-scale data processing and dealing with big data. This test profile benchmars the Apache Spark in a single-system configuration using spark-submit. The test makes use of DIYBigData's pyspark-benchmark (https://github.com/DIYBigData/pyspark-benchmark/) for generating of test data and various Apache Spark operations. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 500 - Calculate Pi Benchmark Using DataframeUbuntu 22.10 3 SeptemberUbuntu 22.04.1 LTSCentOS Stream 9Clear Linux 369900.68631.37262.05892.74523.4315SE +/- 0.15, N = 3SE +/- 0.19, N = 3SE +/- 0.09, N = 3SE +/- 0.04, N = 153.052.972.792.04

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 500 - Calculate Pi BenchmarkCentOS Stream 9Ubuntu 22.10 3 SeptemberClear Linux 36990Ubuntu 22.04.1 LTS816243240SE +/- 0.12, N = 3SE +/- 0.24, N = 3SE +/- 0.06, N = 15SE +/- 0.05, N = 936.2133.1333.0531.71

Stockfish

This is a test of Stockfish, an advanced open-source C++11 chess benchmark that can scale up to 512 CPU threads. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgNodes Per Second, More Is BetterStockfish 15Total TimeUbuntu 22.04.1 LTSUbuntu 22.10 3 SeptemberCentOS Stream 9Clear Linux 3699040M80M120M160M200MSE +/- 1938385.82, N = 15SE +/- 2401290.75, N = 15SE +/- 2364357.21, N = 15SE +/- 3123886.35, N = 15174792587176197522179473129186079628-pipe -fexceptions -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CXX) g++ options: -lgcov -m64 -lpthread -fno-exceptions -std=c++17 -fno-peel-loops -fno-tracer -pedantic -O3 -msse -msse3 -mpopcnt -mavx2 -mavx512f -mavx512bw -mavx512vnni -mavx512dq -mavx512vl -msse4.1 -mssse3 -msse2 -mbmi2 -flto -flto=jobserver

Apache Spark

This is a benchmark of Apache Spark with its PySpark interface. Apache Spark is an open-source unified analytics engine for large-scale data processing and dealing with big data. This test profile benchmars the Apache Spark in a single-system configuration using spark-submit. The test makes use of DIYBigData's pyspark-benchmark (https://github.com/DIYBigData/pyspark-benchmark/) for generating of test data and various Apache Spark operations. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 500 - SHA-512 Benchmark TimeUbuntu 22.04.1 LTSUbuntu 22.10 3 SeptemberCentOS Stream 9Clear Linux 3699020406080100SE +/- 1.02, N = 4SE +/- 0.83, N = 3SE +/- 0.53, N = 3SE +/- 0.19, N = 1590.8990.6588.8320.21

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 0.3Target: CPU - Model: DenseNetUbuntu 22.10 3 SeptemberUbuntu 22.04.1 LTSCentOS Stream 9Clear Linux 3699010002000300040005000SE +/- 3.30, N = 3SE +/- 40.05, N = 9SE +/- 27.70, N = 3SE +/- 1.46, N = 34871.924704.043955.053620.86MIN: 3873.01 / MAX: 6427.01MIN: 3855.1 / MAX: 6393.88MIN: 3833.99 / MAX: 5510.15-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop - MIN: 3599.42 / MAX: 3730.481. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -fvisibility=default -O3 -rdynamic -ldl

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 0.14Test: Savina Reactors.IOUbuntu 22.10 3 SeptemberUbuntu 22.04.1 LTSCentOS Stream 9Clear Linux 369905K10K15K20K25KSE +/- 227.20, N = 3SE +/- 209.69, N = 6SE +/- 296.93, N = 3SE +/- 56.26, N = 1521596.921545.721219.48256.6MIN: 21195.45 / MAX: 33236.01MIN: 20986.56 / MAX: 35348.39MIN: 20627.9 / MAX: 32602.9MIN: 7799.33 / MAX: 12715.24

OSPRay

Intel OSPRay is a portable ray-tracing engine for high-performance, high-fidelity 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.orgItems Per Second, More Is BetterOSPRay 2.10Benchmark: particle_volume/pathtracer/real_timeUbuntu 22.04.1 LTSUbuntu 22.10 3 SeptemberCentOS Stream 9Clear Linux 369904080120160200SE +/- 0.28, N = 3SE +/- 1.12, N = 9SE +/- 0.72, N = 3SE +/- 0.68, N = 398.6698.91100.67161.93

Apache Spark

This is a benchmark of Apache Spark with its PySpark interface. Apache Spark is an open-source unified analytics engine for large-scale data processing and dealing with big data. This test profile benchmars the Apache Spark in a single-system configuration using spark-submit. The test makes use of DIYBigData's pyspark-benchmark (https://github.com/DIYBigData/pyspark-benchmark/) for generating of test data and various Apache Spark operations. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 500 - Broadcast Inner Join Test TimeClear Linux 3699048121620SE +/- 0.83, N = 215.17

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 500 - Inner Join Test TimeClear Linux 3699048121620SE +/- 0.23, N = 215.59

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 500 - Repartition Test TimeClear Linux 369903691215SE +/- 0.21, N = 213.07

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 500 - Group By Test TimeClear Linux 36990816243240SE +/- 5.10, N = 234.45

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 0.14Test: In-Memory Database ShootoutUbuntu 22.10 3 SeptemberUbuntu 22.04.1 LTSCentOS Stream 94K8K12K16K20KSE +/- 214.54, N = 9SE +/- 82.13, N = 3SE +/- 197.42, N = 319025.318477.317787.2MIN: 18025.2 / MAX: 23828.2MIN: 18342.05 / MAX: 21649.71MIN: 17444.33 / MAX: 21383.13

Test: In-Memory Database Shootout

Clear Linux 36990: The test run did not produce a result.

ONNX Runtime

ONNX Runtime is developed by Microsoft and partners as a open-source, cross-platform, high performance machine learning inferencing and training accelerator. This test profile runs the ONNX Runtime with various models available from the ONNX Zoo. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.11Model: GPT-2 - Device: CPU - Executor: StandardClear Linux 36990Ubuntu 22.04.1 LTSCentOS Stream 9Ubuntu 22.10 3 September2K4K6K8K10KSE +/- 346.22, N = 9SE +/- 93.38, N = 8SE +/- 388.59, N = 12SE +/- 237.89, N = 1210211108561104511658-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -flto=auto-flto-flto-flto=auto1. (CXX) g++ options: -O3 -ffunction-sections -fdata-sections -march=native -mtune=native -fno-fat-lto-objects -ldl -lrt

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.11Model: ArcFace ResNet-100 - Device: CPU - Executor: StandardCentOS Stream 9Ubuntu 22.04.1 LTSClear Linux 36990Ubuntu 22.10 3 September400800120016002000SE +/- 16.82, N = 12SE +/- 20.93, N = 5SE +/- 24.49, N = 12SE +/- 21.95, N = 121881189920772095-flto-flto-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -flto=auto-flto=auto1. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -fno-fat-lto-objects -ldl -lrt

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.11Model: fcn-resnet101-11 - Device: CPU - Executor: StandardCentOS Stream 9Ubuntu 22.04.1 LTSClear Linux 36990Ubuntu 22.10 3 September110220330440550SE +/- 1.17, N = 3SE +/- 18.60, N = 12SE +/- 17.65, N = 12SE +/- 15.93, N = 12443483521529-flto-flto-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -flto=auto-flto=auto1. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -fno-fat-lto-objects -ldl -lrt

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 0.14Test: Finagle HTTP RequestsUbuntu 22.10 3 SeptemberCentOS Stream 9Ubuntu 22.04.1 LTSClear Linux 369902K4K6K8K10KSE +/- 292.30, N = 9SE +/- 154.17, N = 12SE +/- 197.62, N = 13SE +/- 56.01, N = 38865.78693.98478.85950.5MIN: 6457.88 / MAX: 18665.64MIN: 6648.05 / MAX: 15659.82MIN: 6706.47 / MAX: 17648.26MIN: 5353.91 / MAX: 6140.39

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 Intel oneAPI. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.6Harness: Recurrent Neural Network Training - Data Type: bf16bf16bf16 - Engine: CPUUbuntu 22.04.1 LTSUbuntu 22.10 3 SeptemberClear Linux 36990CentOS Stream 9170340510680850SE +/- 10.13, N = 15SE +/- 11.39, N = 15SE +/- 6.52, N = 15SE +/- 6.94, N = 12770.26744.46728.04697.28MIN: 662.44MIN: 642.24-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop - MIN: 651.84MIN: 605.851. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -std=c++11 -pie -ldl -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.6Harness: Recurrent Neural Network Inference - Data Type: bf16bf16bf16 - Engine: CPUUbuntu 22.10 3 SeptemberUbuntu 22.04.1 LTSClear Linux 36990CentOS Stream 9110220330440550SE +/- 8.23, N = 12SE +/- 8.91, N = 15SE +/- 4.67, N = 15SE +/- 7.22, N = 15501.29497.81487.12447.62MIN: 436.31MIN: 385.19-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop - MIN: 431.07MIN: 376.511. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -std=c++11 -pie -ldl -lpthread

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 14.0Scaling Factor: 100 - Clients: 250 - Mode: Read Only - Average LatencyUbuntu 22.04.1 LTSUbuntu 22.10 3 SeptemberCentOS Stream 9Clear Linux 369900.03530.07060.10590.14120.1765SE +/- 0.002, N = 12SE +/- 0.001, N = 3SE +/- 0.001, N = 3SE +/- 0.004, N = 120.1570.1560.1500.132-O2-O2-O2-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CC) gcc options: -fno-strict-aliasing -fwrapv -lpgcommon -lpgport -lpq -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 14.0Scaling Factor: 100 - Clients: 250 - Mode: Read OnlyUbuntu 22.04.1 LTSUbuntu 22.10 3 SeptemberCentOS Stream 9Clear Linux 36990400K800K1200K1600K2000KSE +/- 17628.71, N = 12SE +/- 10666.51, N = 3SE +/- 9583.19, N = 3SE +/- 57458.70, N = 121593950160237016693881913115-O2-O2-O2-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CC) gcc options: -fno-strict-aliasing -fwrapv -lpgcommon -lpgport -lpq -lm

OSPRay

Intel OSPRay is a portable ray-tracing engine for high-performance, high-fidelity 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.orgItems Per Second, More Is BetterOSPRay 2.10Benchmark: particle_volume/scivis/real_timeCentOS Stream 9Clear Linux 36990Ubuntu 22.04.1 LTSUbuntu 22.10 3 September612182430SE +/- 0.29, N = 3SE +/- 0.05, N = 3SE +/- 0.00, N = 3SE +/- 0.06, N = 324.3024.7224.7324.81

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 0.14Test: ALS Movie LensUbuntu 22.04.1 LTSUbuntu 22.10 3 SeptemberCentOS Stream 9Clear Linux 369904K8K12K16K20KSE +/- 88.50, N = 3SE +/- 108.27, N = 3SE +/- 73.46, N = 3SE +/- 28.18, N = 318654.118630.817123.98225.4MIN: 18482.22 / MAX: 21069.29MIN: 18486.8 / MAX: 21328.71MIN: 16240.16 / MAX: 19195.87MIN: 8194.03 / MAX: 9046.37

memtier_benchmark

Memtier_benchmark is a NoSQL Redis/Memcache traffic generation plus benchmarking tool developed by Redis Labs. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgOps/sec, More Is Bettermemtier_benchmark 1.4Protocol: Redis - Clients: 50 - Set To Get Ratio: 5:1CentOS Stream 9Ubuntu 22.10 3 SeptemberUbuntu 22.04.1 LTSClear Linux 36990400K800K1200K1600K2000KSE +/- 63962.41, N = 12SE +/- 71457.00, N = 15SE +/- 53478.91, N = 15SE +/- 66661.35, N = 121339297.911424129.751457157.141760873.071. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

Blender

Blender is an open-source 3D creation and modeling software project. This test is of Blender's Cycles benchmark with various sample files. GPU computing via NVIDIA OptiX and NVIDIA CUDA is currently supported and HIP for AMD Radeon GPUs. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.2Blend File: Barbershop - Compute: CPU-OnlyUbuntu 22.04.1 LTSUbuntu 22.10 3 SeptemberCentOS Stream 9Clear Linux 3699060120180240300SE +/- 0.19, N = 3SE +/- 0.60, N = 3SE +/- 0.55, N = 3SE +/- 0.37, N = 3262.65262.51257.15253.27

OSPRay

Intel OSPRay is a portable ray-tracing engine for high-performance, high-fidelity 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.orgItems Per Second, More Is BetterOSPRay 2.10Benchmark: particle_volume/ao/real_timeCentOS Stream 9Clear Linux 36990Ubuntu 22.10 3 SeptemberUbuntu 22.04.1 LTS612182430SE +/- 0.07, N = 3SE +/- 0.14, N = 3SE +/- 0.01, N = 3SE +/- 0.06, N = 324.3524.5924.7524.85

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 23Jun2022Model: 20k AtomsUbuntu 22.10 3 SeptemberUbuntu 22.04.1 LTSClear Linux 36990CentOS Stream 9816243240SE +/- 0.04, N = 3SE +/- 0.04, N = 3SE +/- 0.06, N = 3SE +/- 0.05, N = 334.3334.8235.0535.12-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CXX) g++ options: -O3 -lm -ldl

memtier_benchmark

Memtier_benchmark is a NoSQL Redis/Memcache traffic generation plus benchmarking tool developed by Redis Labs. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgOps/sec, More Is Bettermemtier_benchmark 1.4Protocol: Redis - Clients: 50 - Set To Get Ratio: 1:10CentOS Stream 9Ubuntu 22.10 3 SeptemberUbuntu 22.04.1 LTSClear Linux 36990400K800K1200K1600K2000KSE +/- 67672.39, N = 12SE +/- 71235.11, N = 15SE +/- 17388.30, N = 3SE +/- 83568.62, N = 131398073.701493485.801755483.281994991.481. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

Apache HTTP Server

This is a test of the Apache HTTPD web server. This Apache HTTPD web server benchmark test profile makes use of the Golang "Bombardier" program for facilitating the HTTP requests over a fixed period time with a configurable number of concurrent clients. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgRequests Per Second, More Is BetterApache HTTP Server 2.4.48Concurrent Requests: 1000Clear Linux 36990CentOS Stream 9Ubuntu 22.04.1 LTSUbuntu 22.10 3 September30K60K90K120K150KSE +/- 760.56, N = 3SE +/- 1558.40, N = 15SE +/- 1575.81, N = 3SE +/- 1018.83, N = 11118161.83131349.60137078.35137407.09-O3 -m64 -mtune=skylake -mrelax-cmpxchg-loop-O2-O2-O21. (CC) gcc options: -shared -fPIC

TensorFlow Lite

This is a benchmark of the TensorFlow Lite implementation focused on TensorFlow machine learning for mobile, IoT, edge, and other cases. 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 2022-05-18Model: Inception V4CentOS Stream 9Clear Linux 36990Ubuntu 22.04.1 LTSUbuntu 22.10 3 September16K32K48K64K80KSE +/- 21727.22, N = 15SE +/- 2536.95, N = 15SE +/- 264.98, N = 15SE +/- 204.33, N = 373896.542370.336132.736087.7

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2022-05-18Model: Inception ResNet V2Ubuntu 22.04.1 LTSClear Linux 36990Ubuntu 22.10 3 SeptemberCentOS Stream 912K24K36K48K60KSE +/- 1518.21, N = 15SE +/- 583.51, N = 15SE +/- 744.02, N = 15SE +/- 268.62, N = 354111.049331.948670.747297.8

Mobile Neural Network

MNN is the Mobile Neural Network as a highly efficient, lightweight deep learning framework developed by Alibaba. This MNN test profile is building the OpenMP / CPU threaded version for processor benchmarking and not any GPU-accelerated test. MNN does allow making use of AVX-512 extensions. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2.1Model: inception-v3Ubuntu 22.10 3 SeptemberUbuntu 22.04.1 LTSClear Linux 36990CentOS Stream 9510152025SE +/- 0.23, N = 3SE +/- 0.12, N = 3SE +/- 0.03, N = 3SE +/- 0.19, N = 1520.9520.5420.4520.09MIN: 20.11 / MAX: 47.15MIN: 19.73 / MAX: 36.82-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop - MIN: 19.73 / MAX: 33.83MIN: 17.31 / MAX: 37.291. (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 2.1Model: mobilenet-v1-1.0Ubuntu 22.10 3 SeptemberClear Linux 36990Ubuntu 22.04.1 LTSCentOS Stream 90.50991.01981.52972.03962.5495SE +/- 0.031, N = 3SE +/- 0.016, N = 3SE +/- 0.016, N = 3SE +/- 0.047, N = 152.2662.1792.1782.090MIN: 2.14 / MAX: 2.53-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop - MIN: 2.08 / MAX: 2.41MIN: 2.08 / MAX: 2.58MIN: 1.76 / MAX: 3.931. (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 2.1Model: MobileNetV2_224Ubuntu 22.04.1 LTSClear Linux 36990Ubuntu 22.10 3 SeptemberCentOS Stream 90.69231.38462.07692.76923.4615SE +/- 0.011, N = 3SE +/- 0.013, N = 3SE +/- 0.017, N = 3SE +/- 0.014, N = 153.0772.9122.8542.663MIN: 3.01 / MAX: 3.32-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop - MIN: 2.72 / MAX: 5.76MIN: 2.75 / MAX: 5.74MIN: 2.48 / MAX: 5.571. (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 2.1Model: SqueezeNetV1.0Ubuntu 22.04.1 LTSClear Linux 36990Ubuntu 22.10 3 SeptemberCentOS Stream 90.95811.91622.87433.83244.7905SE +/- 0.029, N = 3SE +/- 0.058, N = 3SE +/- 0.014, N = 3SE +/- 0.075, N = 154.2584.2443.9853.956MIN: 4.15 / MAX: 9.78-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop - MIN: 3.95 / MAX: 8.29MIN: 3.89 / MAX: 7.94MIN: 3.51 / MAX: 9.331. (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 2.1Model: resnet-v2-50Ubuntu 22.10 3 SeptemberCentOS Stream 9Ubuntu 22.04.1 LTSClear Linux 36990246810SE +/- 0.107, N = 3SE +/- 0.088, N = 15SE +/- 0.036, N = 3SE +/- 0.071, N = 38.8258.6638.6028.563MIN: 8.27 / MAX: 22.38MIN: 7.71 / MAX: 20.48MIN: 7.85 / MAX: 30.88-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop - MIN: 8.16 / MAX: 9.671. (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 2.1Model: squeezenetv1.1Ubuntu 22.04.1 LTSClear Linux 36990Ubuntu 22.10 3 SeptemberCentOS Stream 90.58281.16561.74842.33122.914SE +/- 0.012, N = 3SE +/- 0.014, N = 3SE +/- 0.040, N = 3SE +/- 0.050, N = 152.5902.5292.3942.356MIN: 2.54 / MAX: 5.99-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop - MIN: 2.48 / MAX: 2.83MIN: 2.28 / MAX: 2.91MIN: 2.03 / MAX: 5.761. (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 2.1Model: mobilenetV3Ubuntu 22.04.1 LTSClear Linux 36990Ubuntu 22.10 3 SeptemberCentOS Stream 90.41940.83881.25821.67762.097SE +/- 0.012, N = 3SE +/- 0.017, N = 3SE +/- 0.016, N = 3SE +/- 0.020, N = 151.8641.8621.7871.753MIN: 1.81 / MAX: 2.46-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop - MIN: 1.81 / MAX: 2.51MIN: 1.73 / MAX: 2.19MIN: 1.61 / MAX: 4.191. (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 2.1Model: nasnetUbuntu 22.04.1 LTSClear Linux 36990Ubuntu 22.10 3 SeptemberCentOS Stream 93691215SE +/- 0.16, N = 3SE +/- 0.09, N = 3SE +/- 0.15, N = 3SE +/- 0.23, N = 1512.9212.8112.4712.10MIN: 10.67 / MAX: 25.28-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop - MIN: 12.47 / MAX: 16.42MIN: 10.59 / MAX: 26.3MIN: 10.54 / MAX: 23.031. (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

ONNX Runtime

ONNX Runtime is developed by Microsoft and partners as a open-source, cross-platform, high performance machine learning inferencing and training accelerator. This test profile runs the ONNX Runtime with various models available from the ONNX Zoo. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.11Model: yolov4 - Device: CPU - Executor: StandardClear Linux 36990Ubuntu 22.10 3 SeptemberUbuntu 22.04.1 LTSCentOS Stream 9150300450600750SE +/- 12.00, N = 12SE +/- 6.79, N = 3SE +/- 7.60, N = 4SE +/- 1.17, N = 3636636671694-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -flto=auto-flto=auto-flto-flto1. (CXX) g++ options: -O3 -ffunction-sections -fdata-sections -march=native -mtune=native -fno-fat-lto-objects -ldl -lrt

C-Blosc

C-Blosc (c-blosc2) 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 2.3Test: blosclz bitshuffleUbuntu 22.10 3 SeptemberUbuntu 22.04.1 LTSCentOS Stream 9Clear Linux 369903K6K9K12K15KSE +/- 5.37, N = 3SE +/- 7.59, N = 3SE +/- 6.11, N = 3SE +/- 20.65, N = 33145.23193.03704.112603.11. (CC) gcc options: -std=gnu99 -O3 -lrt -lm

TensorFlow Lite

This is a benchmark of the TensorFlow Lite implementation focused on TensorFlow machine learning for mobile, IoT, edge, and other cases. 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 2022-05-18Model: NASNet MobileUbuntu 22.04.1 LTSUbuntu 22.10 3 SeptemberCentOS Stream 9Clear Linux 3699020K40K60K80K100KSE +/- 3387.75, N = 12SE +/- 947.79, N = 3SE +/- 3728.57, N = 12SE +/- 935.16, N = 1580034.072847.768713.068566.7

C-Blosc

C-Blosc (c-blosc2) 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 2.3Test: blosclz shuffleUbuntu 22.04.1 LTSUbuntu 22.10 3 SeptemberCentOS Stream 9Clear Linux 369904K8K12K16K20KSE +/- 18.38, N = 3SE +/- 22.36, N = 3SE +/- 23.45, N = 3SE +/- 153.72, N = 154279.54314.84916.717905.81. (CC) gcc options: -std=gnu99 -O3 -lrt -lm

TensorFlow Lite

This is a benchmark of the TensorFlow Lite implementation focused on TensorFlow machine learning for mobile, IoT, edge, and other cases. 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 2022-05-18Model: SqueezeNetCentOS Stream 9Clear Linux 36990Ubuntu 22.04.1 LTSUbuntu 22.10 3 September4K8K12K16K20KSE +/- 5506.54, N = 12SE +/- 370.01, N = 12SE +/- 58.03, N = 15SE +/- 35.92, N = 316614.416244.195617.265381.39

ONNX Runtime

ONNX Runtime is developed by Microsoft and partners as a open-source, cross-platform, high performance machine learning inferencing and training accelerator. This test profile runs the ONNX Runtime with various models available from the ONNX Zoo. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.11Model: super-resolution-10 - Device: CPU - Executor: StandardClear Linux 36990Ubuntu 22.04.1 LTSUbuntu 22.10 3 SeptemberCentOS Stream 93K6K9K12K15KSE +/- 690.46, N = 12SE +/- 135.56, N = 3SE +/- 150.39, N = 3SE +/- 43.63, N = 310151116191215712260-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -flto=auto-flto-flto=auto-flto1. (CXX) g++ options: -O3 -ffunction-sections -fdata-sections -march=native -mtune=native -fno-fat-lto-objects -ldl -lrt

OpenVINO

This is a test of the Intel OpenVINO, a toolkit around neural networks, using its built-in benchmarking support and analyzing the throughput and latency for various models. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.2.devModel: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPUUbuntu 22.10 3 SeptemberCentOS Stream 9Ubuntu 22.04.1 LTS0.34880.69761.04641.39521.744SE +/- 0.00, N = 3SE +/- 0.05, N = 15SE +/- 0.07, N = 121.551.500.99MIN: 0.38 / MAX: 35.86MIN: 0.34 / MAX: 29.48MIN: 0.21 / MAX: 76.71. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.2.devModel: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPUUbuntu 22.10 3 SeptemberCentOS Stream 9Ubuntu 22.04.1 LTS14K28K42K56K70KSE +/- 388.02, N = 3SE +/- 1567.95, N = 15SE +/- 5640.72, N = 1240155.1142731.9366238.831. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

TensorFlow Lite

This is a benchmark of the TensorFlow Lite implementation focused on TensorFlow machine learning for mobile, IoT, edge, and other cases. 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 2022-05-18Model: Mobilenet QuantUbuntu 22.10 3 SeptemberUbuntu 22.04.1 LTSCentOS Stream 9Clear Linux 369902K4K6K8K10KSE +/- 180.72, N = 15SE +/- 337.08, N = 15SE +/- 100.45, N = 3SE +/- 81.76, N = 611013.6010747.979540.868576.95

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 3.1Ubuntu 22.04.1 LTSCentOS Stream 9Ubuntu 22.10 3 SeptemberClear Linux 36990918273645SE +/- 0.05, N = 3SE +/- 0.08, N = 3SE +/- 0.09, N = 3SE +/- 0.05, N = 340.2040.2840.6540.86-lmpi_cxx-lmpi_cxx-lmpi_cxx1. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -lmpi

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 1.3.38Operation: ResizingUbuntu 22.10 3 SeptemberUbuntu 22.04.1 LTSCentOS Stream 9Clear Linux 369906001200180024003000SE +/- 9.09, N = 15SE +/- 9.26, N = 15SE +/- 27.10, N = 3SE +/- 35.23, N = 439441727482851-O2 -ljbig -ltiff -lfreetype -lSM -lICE -llzma-O2 -ljbig -ltiff -lfreetype -lSM -lICE -llzma-O2 -lbz2-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -ltiff -lfreetype -lSM -lICE -lbz2 -lxml21. (CC) gcc options: -fopenmp -ljpeg -lXext -lX11 -lz -lm -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 6.2.0Ubuntu 22.10 3 SeptemberClear Linux 36990Ubuntu 22.04.1 LTS100K200K300K400K500KSE +/- 11166.77, N = 15SE +/- 1855.84, N = 3SE +/- 3785.28, N = 3420244.04485587.54487637.291. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

CentOS Stream 9: The test run did not produce a result.

VP9 libvpx Encoding

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

OpenBenchmarking.orgFrames Per Second, More Is BetterVP9 libvpx Encoding 1.10.0Speed: Speed 0 - Input: Bosphorus 4KUbuntu 22.10 3 SeptemberUbuntu 22.04.1 LTSCentOS Stream 9Clear Linux 36990246810SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 32.912.953.046.15-U_FORTIFY_SOURCE-U_FORTIFY_SOURCE-U_FORTIFY_SOURCE-pipe -fexceptions -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CXX) g++ options: -m64 -lm -lpthread -O3 -fPIC -std=gnu++11

Timed LLVM Compilation

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

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 13.0Build System: NinjaClear Linux 36990Ubuntu 22.10 3 SeptemberCentOS Stream 9Ubuntu 22.04.1 LTS60120180240300SE +/- 0.26, N = 3SE +/- 0.51, N = 3SE +/- 0.23, N = 3SE +/- 0.42, N = 3267.39149.17135.02131.70

TensorFlow Lite

This is a benchmark of the TensorFlow Lite implementation focused on TensorFlow machine learning for mobile, IoT, edge, and other cases. 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 2022-05-18Model: Mobilenet FloatCentOS Stream 9Clear Linux 36990Ubuntu 22.10 3 SeptemberUbuntu 22.04.1 LTS9001800270036004500SE +/- 499.70, N = 12SE +/- 75.96, N = 15SE +/- 35.63, N = 3SE +/- 20.34, N = 34240.413701.273479.883340.60

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 1.3.38Operation: Noise-GaussianUbuntu 22.10 3 SeptemberUbuntu 22.04.1 LTSCentOS Stream 9Clear Linux 369902004006008001000SE +/- 3.81, N = 15SE +/- 7.66, N = 12SE +/- 0.88, N = 3SE +/- 3.93, N = 3490513738994-O2 -ljbig -ltiff -lfreetype -lSM -lICE -llzma-O2 -ljbig -ltiff -lfreetype -lSM -lICE -llzma-O2 -lbz2-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -ltiff -lfreetype -lSM -lICE -lbz2 -lxml21. (CC) gcc options: -fopenmp -ljpeg -lXext -lX11 -lz -lm -lpthread

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.38Operation: HWB Color SpaceUbuntu 22.04.1 LTSUbuntu 22.10 3 SeptemberCentOS Stream 9Clear Linux 36990400800120016002000SE +/- 6.23, N = 15SE +/- 6.03, N = 3SE +/- 28.49, N = 12SE +/- 4.16, N = 363664211381737-O2 -ljbig -ltiff -lfreetype -lSM -lICE -llzma-O2 -ljbig -ltiff -lfreetype -lSM -lICE -llzma-O2 -lbz2-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -ltiff -lfreetype -lSM -lICE -lbz2 -lxml21. (CC) gcc options: -fopenmp -ljpeg -lXext -lX11 -lz -lm -lpthread

OSPRay Studio

Intel OSPRay Studio is an open-source, interactive visualization and ray-tracing software package. OSPRay Studio makes use of Intel OSPRay, a portable ray-tracing engine for high-performance, high-fidelity 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.orgms, Fewer Is BetterOSPRay Studio 0.11Camera: 3 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path TracerUbuntu 22.10 3 SeptemberUbuntu 22.04.1 LTSClear Linux 36990CentOS Stream 911K22K33K44K55KSE +/- 55.26, N = 3SE +/- 27.95, N = 3SE +/- 111.95, N = 3SE +/- 81.93, N = 350113499534850648319-lm-lm-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -lm1. (CXX) g++ options: -O3 -ldl

OpenVINO

This is a test of the Intel OpenVINO, a toolkit around neural networks, using its built-in benchmarking support and analyzing the throughput and latency for various models. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.2.devModel: Person Vehicle Bike Detection FP16 - Device: CPUUbuntu 22.04.1 LTSCentOS Stream 9Ubuntu 22.10 3 September510152025SE +/- 0.01, N = 3SE +/- 0.30, N = 15SE +/- 0.02, N = 318.3113.609.88MIN: 10.08 / MAX: 179.25MIN: 8.57 / MAX: 68.28MIN: 8.33 / MAX: 88.971. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.2.devModel: Person Vehicle Bike Detection FP16 - Device: CPUCentOS Stream 9Ubuntu 22.10 3 SeptemberUbuntu 22.04.1 LTS5001000150020002500SE +/- 39.85, N = 15SE +/- 4.24, N = 3SE +/- 1.52, N = 31478.642017.512178.701. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

OSPRay

Intel OSPRay is a portable ray-tracing engine for high-performance, high-fidelity 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.orgItems Per Second, More Is BetterOSPRay 2.10Benchmark: gravity_spheres_volume/dim_512/scivis/real_timeUbuntu 22.04.1 LTSUbuntu 22.10 3 SeptemberCentOS Stream 9Clear Linux 36990510152025SE +/- 0.02, N = 3SE +/- 0.06, N = 3SE +/- 0.15, N = 3SE +/- 0.07, N = 320.9020.9322.0222.22

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.10Benchmark: gravity_spheres_volume/dim_512/ao/real_timeUbuntu 22.04.1 LTSUbuntu 22.10 3 SeptemberCentOS Stream 9Clear Linux 36990510152025SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.06, N = 3SE +/- 0.05, N = 320.9921.3622.4222.52

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 14.0Scaling Factor: 100 - Clients: 250 - Mode: Read Write - Average LatencyCentOS Stream 9Ubuntu 22.10 3 SeptemberUbuntu 22.04.1 LTSClear Linux 369903691215SE +/- 0.012, N = 3SE +/- 0.009, N = 3SE +/- 0.021, N = 3SE +/- 0.005, N = 312.0517.5417.3212.862-O2-O2-O2-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CC) gcc options: -fno-strict-aliasing -fwrapv -lpgcommon -lpgport -lpq -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 14.0Scaling Factor: 100 - Clients: 250 - Mode: Read WriteCentOS Stream 9Ubuntu 22.10 3 SeptemberUbuntu 22.04.1 LTSClear Linux 3699020K40K60K80K100KSE +/- 21.44, N = 3SE +/- 41.34, N = 3SE +/- 96.97, N = 3SE +/- 149.93, N = 320745331513415187357-O2-O2-O2-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CC) gcc options: -fno-strict-aliasing -fwrapv -lpgcommon -lpgport -lpq -lm

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 14.0Scaling Factor: 100 - Clients: 500 - Mode: Read Write - Average LatencyCentOS Stream 9Ubuntu 22.10 3 SeptemberUbuntu 22.04.1 LTSClear Linux 36990612182430SE +/- 0.047, N = 3SE +/- 0.016, N = 3SE +/- 0.005, N = 3SE +/- 0.008, N = 326.72417.42416.8815.828-O2-O2-O2-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CC) gcc options: -fno-strict-aliasing -fwrapv -lpgcommon -lpgport -lpq -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 14.0Scaling Factor: 100 - Clients: 500 - Mode: Read WriteCentOS Stream 9Ubuntu 22.10 3 SeptemberUbuntu 22.04.1 LTSClear Linux 3699020K40K60K80K100KSE +/- 32.56, N = 3SE +/- 27.00, N = 3SE +/- 8.12, N = 3SE +/- 119.89, N = 318710286962962085792-O2-O2-O2-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CC) gcc options: -fno-strict-aliasing -fwrapv -lpgcommon -lpgport -lpq -lm

OSPRay Studio

Intel OSPRay Studio is an open-source, interactive visualization and ray-tracing software package. OSPRay Studio makes use of Intel OSPRay, a portable ray-tracing engine for high-performance, high-fidelity 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.orgms, Fewer Is BetterOSPRay Studio 0.11Camera: 2 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path TracerUbuntu 22.04.1 LTSUbuntu 22.10 3 SeptemberClear Linux 36990CentOS Stream 99K18K27K36K45KSE +/- 93.93, N = 3SE +/- 23.25, N = 3SE +/- 84.10, N = 3SE +/- 38.89, N = 342476423754093240852-lm-lm-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -lm1. (CXX) g++ options: -O3 -ldl

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.11Camera: 1 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path TracerUbuntu 22.10 3 SeptemberUbuntu 22.04.1 LTSCentOS Stream 9Clear Linux 369909K18K27K36K45KSE +/- 111.27, N = 3SE +/- 56.40, N = 3SE +/- 74.23, N = 3SE +/- 180.17, N = 342025419734058040503-lm-lm-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -lm1. (CXX) g++ options: -O3 -ldl

Zstd Compression

This test measures the time needed to compress/decompress a sample input file using Zstd compression supplied by the system or otherwise externally of the test profile. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 19 - Decompression SpeedUbuntu 22.10 3 SeptemberUbuntu 22.04.1 LTSClear Linux 36990CentOS Stream 96001200180024003000SE +/- 3.89, N = 15SE +/- 5.28, N = 15SE +/- 2.24, N = 3SE +/- 6.30, N = 32420.42498.12522.52571.31. Ubuntu 22.10 3 September: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***2. Ubuntu 22.04.1 LTS: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***3. Clear Linux 36990: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***4. CentOS Stream 9: *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 19 - Compression SpeedUbuntu 22.04.1 LTSUbuntu 22.10 3 SeptemberCentOS Stream 9Clear Linux 3699020406080100SE +/- 0.65, N = 15SE +/- 0.87, N = 15SE +/- 0.52, N = 3SE +/- 0.48, N = 374.074.586.691.51. Ubuntu 22.04.1 LTS: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***2. Ubuntu 22.10 3 September: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***3. CentOS Stream 9: *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***4. Clear Linux 36990: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 8 - Decompression SpeedUbuntu 22.04.1 LTSUbuntu 22.10 3 SeptemberClear Linux 36990CentOS Stream 96001200180024003000SE +/- 2.78, N = 3SE +/- 10.95, N = 14SE +/- 4.36, N = 15SE +/- 6.19, N = 122788.92859.93007.53017.51. Ubuntu 22.04.1 LTS: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***2. Ubuntu 22.10 3 September: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***3. Clear Linux 36990: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***4. CentOS Stream 9: *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 8 - Compression SpeedCentOS Stream 9Ubuntu 22.10 3 SeptemberClear Linux 36990Ubuntu 22.04.1 LTS400800120016002000SE +/- 18.11, N = 12SE +/- 26.05, N = 15SE +/- 15.83, N = 15SE +/- 17.15, N = 31244.01381.21621.31638.31. CentOS Stream 9: *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***2. Ubuntu 22.10 3 September: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***3. Clear Linux 36990: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***4. Ubuntu 22.04.1 LTS: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***

OSPRay

Intel OSPRay is a portable ray-tracing engine for high-performance, high-fidelity 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.orgItems Per Second, More Is BetterOSPRay 2.10Benchmark: gravity_spheres_volume/dim_512/pathtracer/real_timeUbuntu 22.04.1 LTSUbuntu 22.10 3 SeptemberCentOS Stream 9Clear Linux 36990612182430SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.04, N = 3SE +/- 0.03, N = 325.2925.5725.5925.65

ClickHouse

ClickHouse is an open-source, high performance OLAP data management system. This test profile uses ClickHouse's standard benchmark recommendations per https://clickhouse.com/docs/en/operations/performance-test/ with the 100 million rows web analytics dataset. The reported value is the query processing time using the geometric mean of all queries performed. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgQueries Per Minute, Geo Mean, More Is BetterClickHouse 22.5.4.19100M Rows Web Analytics Dataset, Third RunUbuntu 22.10 3 SeptemberUbuntu 22.04.1 LTSCentOS Stream 9Clear Linux 3699090180270360450SE +/- 2.08, N = 3SE +/- 2.99, N = 3SE +/- 1.95, N = 15SE +/- 5.35, N = 12224.56225.18243.95400.32MIN: 40.62 / MAX: 5454.55MIN: 37.43 / MAX: 5454.55MIN: 42.11 / MAX: 6000MIN: 54.25 / MAX: 200001. ClickHouse server version 22.5.4.19 (official build).

OpenBenchmarking.orgQueries Per Minute, Geo Mean, More Is BetterClickHouse 22.5.4.19100M Rows Web Analytics Dataset, Second RunUbuntu 22.04.1 LTSUbuntu 22.10 3 SeptemberCentOS Stream 9Clear Linux 3699090180270360450SE +/- 5.12, N = 3SE +/- 2.87, N = 3SE +/- 1.48, N = 15SE +/- 5.40, N = 12223.34223.85244.38400.44MIN: 43.48 / MAX: 5454.55MIN: 43.26 / MAX: 5454.55MIN: 44.09 / MAX: 5454.55MIN: 53.29 / MAX: 200001. ClickHouse server version 22.5.4.19 (official build).

OpenBenchmarking.orgQueries Per Minute, Geo Mean, More Is BetterClickHouse 22.5.4.19100M Rows Web Analytics Dataset, First Run / Cold CacheUbuntu 22.04.1 LTSUbuntu 22.10 3 SeptemberCentOS Stream 9Clear Linux 3699080160240320400SE +/- 2.32, N = 3SE +/- 2.54, N = 3SE +/- 2.21, N = 15SE +/- 5.14, N = 12214.26219.76231.48386.79MIN: 36.76 / MAX: 2727.27MIN: 38.14 / MAX: 5454.55MIN: 41.47 / MAX: 5454.55MIN: 51.15 / MAX: 200001. ClickHouse server version 22.5.4.19 (official build).

Redis

Redis is an open-source in-memory data structure store, used as a database, cache, and message broker. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 7.0.4Test: SET - Parallel Connections: 500Ubuntu 22.04.1 LTSUbuntu 22.10 3 SeptemberCentOS Stream 9Clear Linux 36990400K800K1200K1600K2000KSE +/- 20191.86, N = 5SE +/- 18027.32, N = 15SE +/- 47157.16, N = 12SE +/- 26407.67, N = 151835435.101859225.901931278.622083152.81-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

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 0.14Test: AtomicClear Linux 36990Ubuntu 22.04.1 LTSCentOS Stream 9Ubuntu 22.10 3 September40K80K120K160K200KSE +/- 3304.16, N = 15SE +/- 3618.17, N = 15SE +/- 3961.98, N = 15SE +/- 471.75, N = 3145035.86183431.66187775.77203988.09-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -laio -latomic-lapparmor -latomic-lapparmor -latomic1. (CC) gcc options: -O2 -std=gnu99 -lm -lc -lcrypt -ldl -ljpeg -lrt -lz -pthread

OpenVINO

This is a test of the Intel OpenVINO, a toolkit around neural networks, using its built-in benchmarking support and analyzing the throughput and latency for various models. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.2.devModel: Vehicle Detection FP16 - Device: CPUUbuntu 22.04.1 LTSCentOS Stream 9Ubuntu 22.10 3 September918273645SE +/- 0.02, N = 3SE +/- 0.29, N = 12SE +/- 0.03, N = 338.0418.6717.73MIN: 17.97 / MAX: 246.5MIN: 11.54 / MAX: 79.43MIN: 13.09 / MAX: 124.51. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.2.devModel: Vehicle Detection FP16 - Device: CPUUbuntu 22.04.1 LTSCentOS Stream 9Ubuntu 22.10 3 September2004006008001000SE +/- 0.62, N = 3SE +/- 14.44, N = 12SE +/- 1.56, N = 31049.561071.701125.871. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

ONNX Runtime

ONNX Runtime is developed by Microsoft and partners as a open-source, cross-platform, high performance machine learning inferencing and training accelerator. This test profile runs the ONNX Runtime with various models available from the ONNX Zoo. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.11Model: fcn-resnet101-11 - Device: CPU - Executor: ParallelUbuntu 22.10 3 SeptemberUbuntu 22.04.1 LTSCentOS Stream 9Clear Linux 3699050100150200250SE +/- 0.29, N = 3SE +/- 0.33, N = 3SE +/- 0.17, N = 3SE +/- 0.17, N = 3232233236241-flto=auto-flto-flto-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -flto=auto1. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -fno-fat-lto-objects -ldl -lrt

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.11Model: GPT-2 - Device: CPU - Executor: ParallelClear Linux 36990CentOS Stream 9Ubuntu 22.04.1 LTSUbuntu 22.10 3 September11002200330044005500SE +/- 26.07, N = 3SE +/- 32.87, N = 3SE +/- 17.61, N = 3SE +/- 8.49, N = 35259526953055351-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -flto=auto-flto-flto-flto=auto1. (CXX) g++ options: -O3 -ffunction-sections -fdata-sections -march=native -mtune=native -fno-fat-lto-objects -ldl -lrt

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.11Model: ArcFace ResNet-100 - Device: CPU - Executor: ParallelUbuntu 22.04.1 LTSCentOS Stream 9Ubuntu 22.10 3 SeptemberClear Linux 36990400800120016002000SE +/- 12.00, N = 3SE +/- 3.09, N = 3SE +/- 4.44, N = 3SE +/- 3.21, N = 31682169319581978-flto-flto-flto=auto-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -flto=auto1. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -fno-fat-lto-objects -ldl -lrt

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.11Model: bertsquad-12 - Device: CPU - Executor: ParallelCentOS Stream 9Clear Linux 36990Ubuntu 22.04.1 LTSUbuntu 22.10 3 September2004006008001000SE +/- 2.02, N = 3SE +/- 0.29, N = 3SE +/- 1.92, N = 3SE +/- 3.61, N = 3799828834840-flto-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -flto=auto-flto-flto=auto1. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -fno-fat-lto-objects -ldl -lrt

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.11Model: yolov4 - Device: CPU - Executor: ParallelCentOS Stream 9Ubuntu 22.10 3 SeptemberClear Linux 36990Ubuntu 22.04.1 LTS140280420560700SE +/- 1.04, N = 3SE +/- 1.76, N = 3SE +/- 0.29, N = 3SE +/- 2.08, N = 3630639640644-flto-flto=auto-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -flto=auto-flto1. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -fno-fat-lto-objects -ldl -lrt

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.11Model: bertsquad-12 - Device: CPU - Executor: StandardUbuntu 22.04.1 LTSClear Linux 36990Ubuntu 22.10 3 SeptemberCentOS Stream 92004006008001000SE +/- 10.38, N = 3SE +/- 5.77, N = 3SE +/- 7.38, N = 3SE +/- 0.50, N = 39779929921093-flto-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -flto=auto-flto=auto-flto1. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -fno-fat-lto-objects -ldl -lrt

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 0.14Test: FutexUbuntu 22.10 3 SeptemberUbuntu 22.04.1 LTSCentOS Stream 9Clear Linux 36990200K400K600K800K1000KSE +/- 12353.12, N = 3SE +/- 59760.04, N = 15SE +/- 73263.26, N = 15SE +/- 60890.67, N = 15929710.07942679.721088788.921140633.72-lapparmor -latomic-lapparmor -latomic-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -laio -latomic1. (CC) gcc options: -O2 -std=gnu99 -lm -lc -lcrypt -ldl -ljpeg -lrt -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14Test: Socket ActivityCentOS Stream 9Clear Linux 36990Ubuntu 22.10 3 SeptemberUbuntu 22.04.1 LTS10K20K30K40K50KSE +/- 900.65, N = 15SE +/- 324.72, N = 3SE +/- 601.58, N = 15SE +/- 570.10, N = 152460.3736452.6943161.0045595.60-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -laio -latomic-lapparmor -latomic-lapparmor -latomic1. (CC) gcc options: -O2 -std=gnu99 -lm -lc -lcrypt -ldl -ljpeg -lrt -lz -pthread

ONNX Runtime

ONNX Runtime is developed by Microsoft and partners as a open-source, cross-platform, high performance machine learning inferencing and training accelerator. This test profile runs the ONNX Runtime with various models available from the ONNX Zoo. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.11Model: super-resolution-10 - Device: CPU - Executor: ParallelUbuntu 22.04.1 LTSCentOS Stream 9Ubuntu 22.10 3 SeptemberClear Linux 369902K4K6K8K10KSE +/- 10.50, N = 3SE +/- 4.91, N = 3SE +/- 6.67, N = 3SE +/- 8.23, N = 33133325932768024-flto-flto-flto=auto-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -flto=auto1. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -fno-fat-lto-objects -ldl -lrt

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 1.3.38Operation: RotateUbuntu 22.10 3 SeptemberUbuntu 22.04.1 LTSClear Linux 36990CentOS Stream 92004006008001000SE +/- 8.50, N = 3SE +/- 4.18, N = 3SE +/- 10.17, N = 3SE +/- 7.69, N = 1574775910291030-O2 -ljbig -ltiff -lfreetype -lSM -lICE -llzma-O2 -ljbig -ltiff -lfreetype -lSM -lICE -llzma-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -ltiff -lfreetype -lSM -lICE -lbz2 -lxml2-O2 -lbz21. (CC) gcc options: -fopenmp -ljpeg -lXext -lX11 -lz -lm -lpthread

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: 10000CentOS Stream 9Ubuntu 22.10 3 SeptemberUbuntu 22.04.1 LTS140K280K420K560K700KSE +/- 2481.53, N = 3SE +/- 1063.53, N = 3SE +/- 4260.37, N = 3666008.7668197.8668433.3

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

Clear Linux 36990: The test quit with a non-zero exit status.

OSPRay Studio

Intel OSPRay Studio is an open-source, interactive visualization and ray-tracing software package. OSPRay Studio makes use of Intel OSPRay, a portable ray-tracing engine for high-performance, high-fidelity 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.orgms, Fewer Is BetterOSPRay Studio 0.11Camera: 3 - Resolution: 4K - Samples Per Pixel: 16 - Renderer: Path TracerUbuntu 22.10 3 SeptemberUbuntu 22.04.1 LTSClear Linux 36990CentOS Stream 95K10K15K20K25KSE +/- 18.98, N = 3SE +/- 39.89, N = 3SE +/- 16.17, N = 3SE +/- 79.25, N = 324964249292410223967-lm-lm-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -lm1. (CXX) g++ options: -O3 -ldl

SVT-AV1

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.2Encoder Mode: Preset 4 - Input: Bosphorus 4KUbuntu 22.04.1 LTSUbuntu 22.10 3 SeptemberCentOS Stream 9Clear Linux 369900.5291.0581.5872.1162.645SE +/- 0.008, N = 3SE +/- 0.006, N = 3SE +/- 0.001, N = 3SE +/- 0.003, N = 31.2921.3021.3272.351-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

OSPRay Studio

Intel OSPRay Studio is an open-source, interactive visualization and ray-tracing software package. OSPRay Studio makes use of Intel OSPRay, a portable ray-tracing engine for high-performance, high-fidelity 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.orgms, Fewer Is BetterOSPRay Studio 0.11Camera: 1 - Resolution: 4K - Samples Per Pixel: 16 - Renderer: Path TracerUbuntu 22.04.1 LTSUbuntu 22.10 3 SeptemberClear Linux 36990CentOS Stream 94K8K12K16K20KSE +/- 70.51, N = 3SE +/- 65.47, N = 3SE +/- 13.09, N = 3SE +/- 58.89, N = 320947208972018020152-lm-lm-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -lm1. (CXX) g++ options: -O3 -ldl

Timed Linux Kernel Compilation

This test times how long it takes to build the Linux kernel in a default configuration (defconfig) for the architecture being tested or alternatively an allmodconfig for building all possible kernel modules for the build. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 5.18Build: defconfigUbuntu 22.10 3 SeptemberCentOS Stream 9Ubuntu 22.04.1 LTS816243240SE +/- 0.32, N = 15SE +/- 0.39, N = 13SE +/- 0.24, N = 1532.8429.6727.81

Build: defconfig

Clear Linux 36990: The test quit with a non-zero exit status. E: linux-5.18/tools/objtool/include/objtool/elf.h:10:10: fatal error: gelf.h: No such file or directory

Natron

Natron is an open-source, cross-platform compositing software for visual effects (VFX) and motion graphics. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterNatron 2.4.3Input: SpaceshipUbuntu 22.10 3 SeptemberUbuntu 22.04.1 LTSCentOS Stream 9Clear Linux 369901.1252.253.3754.55.625SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 15SE +/- 0.03, N = 31.51.61.95.0

OSPRay Studio

Intel OSPRay Studio is an open-source, interactive visualization and ray-tracing software package. OSPRay Studio makes use of Intel OSPRay, a portable ray-tracing engine for high-performance, high-fidelity 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.orgms, Fewer Is BetterOSPRay Studio 0.11Camera: 2 - Resolution: 4K - Samples Per Pixel: 16 - Renderer: Path TracerUbuntu 22.04.1 LTSUbuntu 22.10 3 SeptemberClear Linux 36990CentOS Stream 95K10K15K20K25KSE +/- 40.18, N = 3SE +/- 19.15, N = 3SE +/- 50.10, N = 3SE +/- 49.21, N = 321165211272040420261-lm-lm-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -lm1. (CXX) g++ options: -O3 -ldl

nginx

This is a benchmark of the lightweight Nginx HTTP(S) web-server. This Nginx web server benchmark test profile makes use of the Golang "Bombardier" program for facilitating the HTTP requests over a fixed period time with a configurable number of concurrent clients. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgRequests Per Second, More Is Betternginx 1.21.1Concurrent Requests: 1000Ubuntu 22.10 3 SeptemberCentOS Stream 9Ubuntu 22.04.1 LTSClear Linux 3699050K100K150K200K250KSE +/- 2266.30, N = 4SE +/- 1519.57, N = 3SE +/- 2419.36, N = 4SE +/- 255.31, N = 3197531.74200945.49210852.37215488.10-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CC) gcc options: -lcrypt -lz -O3 -march=native

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 0.14Test: Apache Spark BayesUbuntu 22.04.1 LTSUbuntu 22.10 3 SeptemberCentOS Stream 9Clear Linux 369902004006008001000SE +/- 14.06, N = 15SE +/- 7.84, N = 3SE +/- 11.23, N = 3SE +/- 1.10, N = 31132.31099.91075.3479.0MIN: 559.12 / MAX: 2166.29MIN: 605.48 / MAX: 2094.7MIN: 628.33 / MAX: 1551.11MIN: 329.34 / MAX: 719.74

OpenVINO

This is a test of the Intel OpenVINO, a toolkit around neural networks, using its built-in benchmarking support and analyzing the throughput and latency for various models. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.2.devModel: Age Gender Recognition Retail 0013 FP16 - Device: CPUUbuntu 22.04.1 LTSCentOS Stream 9Ubuntu 22.10 3 September0.33980.67961.01941.35921.699SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 91.511.361.33MIN: 0.55 / MAX: 57.82MIN: 0.99 / MAX: 13.44MIN: 0.83 / MAX: 35.831. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.2.devModel: Age Gender Recognition Retail 0013 FP16 - Device: CPUUbuntu 22.04.1 LTSCentOS Stream 9Ubuntu 22.10 3 September10K20K30K40K50KSE +/- 29.86, N = 3SE +/- 99.47, N = 3SE +/- 402.26, N = 947005.8547224.7748336.731. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

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 0.3Target: CPU - Model: MobileNet v2Ubuntu 22.10 3 SeptemberUbuntu 22.04.1 LTSCentOS Stream 9Clear Linux 36990110220330440550SE +/- 10.40, N = 15SE +/- 9.70, N = 15SE +/- 4.68, N = 4SE +/- 0.42, N = 3489.92463.98378.88348.82MIN: 394.88 / MAX: 713.18MIN: 369.59 / MAX: 652.1MIN: 371.88 / MAX: 634.44-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop - MIN: 346.87 / MAX: 355.441. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -fvisibility=default -O3 -rdynamic -ldl

Zstd Compression

This test measures the time needed to compress/decompress a sample input file using Zstd compression supplied by the system or otherwise externally of the test profile. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 19, Long Mode - Decompression SpeedUbuntu 22.10 3 SeptemberUbuntu 22.04.1 LTSClear Linux 36990CentOS Stream 96001200180024003000SE +/- 4.32, N = 15SE +/- 3.78, N = 3SE +/- 3.36, N = 3SE +/- 4.30, N = 52497.02540.72613.22635.71. Ubuntu 22.10 3 September: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***2. Ubuntu 22.04.1 LTS: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***3. Clear Linux 36990: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***4. CentOS Stream 9: *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 19, Long Mode - Compression SpeedUbuntu 22.04.1 LTSUbuntu 22.10 3 SeptemberCentOS Stream 9Clear Linux 369901122334455SE +/- 0.15, N = 3SE +/- 0.31, N = 15SE +/- 0.45, N = 5SE +/- 0.37, N = 338.540.443.448.81. Ubuntu 22.04.1 LTS: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***2. Ubuntu 22.10 3 September: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***3. CentOS Stream 9: *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***4. Clear Linux 36990: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 3 - Decompression SpeedUbuntu 22.04.1 LTSUbuntu 22.10 3 SeptemberClear Linux 36990CentOS Stream 96001200180024003000SE +/- 3.69, N = 3SE +/- 2.32, N = 3SE +/- 1.35, N = 3SE +/- 0.65, N = 22755.92894.42985.23022.91. Ubuntu 22.04.1 LTS: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***2. Ubuntu 22.10 3 September: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***3. Clear Linux 36990: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***4. CentOS Stream 9: *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 3 - Compression SpeedUbuntu 22.04.1 LTSUbuntu 22.10 3 SeptemberClear Linux 36990CentOS Stream 915003000450060007500SE +/- 86.44, N = 15SE +/- 48.54, N = 9SE +/- 4.17, N = 3SE +/- 78.16, N = 35669.95828.66807.87026.11. Ubuntu 22.04.1 LTS: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***2. Ubuntu 22.10 3 September: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***3. Clear Linux 36990: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***4. CentOS Stream 9: *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***

Redis

Redis is an open-source in-memory data structure store, used as a database, cache, and message broker. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 7.0.4Test: GET - Parallel Connections: 500CentOS Stream 9Ubuntu 22.10 3 SeptemberUbuntu 22.04.1 LTSClear Linux 36990600K1200K1800K2400K3000KSE +/- 89203.76, N = 15SE +/- 35488.01, N = 15SE +/- 26054.27, N = 4SE +/- 22655.99, N = 32018201.092125040.842174436.562765192.67-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 7.0.4Test: SET - Parallel Connections: 1000Ubuntu 22.10 3 SeptemberCentOS Stream 9Ubuntu 22.04.1 LTSClear Linux 36990400K800K1200K1600K2000KSE +/- 42020.66, N = 13SE +/- 55692.46, N = 12SE +/- 13612.37, N = 3SE +/- 21642.05, N = 51824116.481847194.121851066.212078925.13-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

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 0.14Test: System V Message PassingUbuntu 22.04.1 LTSUbuntu 22.10 3 SeptemberCentOS Stream 9Clear Linux 369902M4M6M8M10MSE +/- 182521.68, N = 15SE +/- 42469.88, N = 13SE +/- 85352.98, N = 4SE +/- 1671.17, N = 34420124.126895710.527093379.738684030.90-lapparmor -latomic-lapparmor -latomic-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -laio -latomic1. (CC) gcc options: -O2 -std=gnu99 -lm -lc -lcrypt -ldl -ljpeg -lrt -lz -pthread

Blender

Blender is an open-source 3D creation and modeling software project. This test is of Blender's Cycles benchmark with various sample files. GPU computing via NVIDIA OptiX and NVIDIA CUDA is currently supported and HIP for AMD Radeon GPUs. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.2Blend File: Pabellon Barcelona - Compute: CPU-OnlyUbuntu 22.04.1 LTSUbuntu 22.10 3 SeptemberCentOS Stream 9Clear Linux 3699020406080100SE +/- 0.17, N = 3SE +/- 0.08, N = 3SE +/- 0.02, N = 3SE +/- 0.10, N = 384.4484.2182.8981.97

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 0.10Encoder Speed: 0Ubuntu 22.04.1 LTSUbuntu 22.10 3 SeptemberCentOS Stream 9Clear Linux 3699020406080100SE +/- 0.30, N = 3SE +/- 0.82, N = 3SE +/- 0.66, N = 3SE +/- 0.45, N = 387.1786.6184.3278.59-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CXX) g++ options: -O3 -fPIC -lm

Node.js V8 Web Tooling Benchmark

Running the V8 project's Web-Tooling-Benchmark under Node.js. The Web-Tooling-Benchmark stresses JavaScript-related workloads common to web developers like Babel and TypeScript and Babylon. This test profile can test the system's JavaScript performance with Node.js. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgruns/s, More Is BetterNode.js V8 Web Tooling BenchmarkCentOS Stream 9Ubuntu 22.04.1 LTSUbuntu 22.10 3 SeptemberClear Linux 369903691215SE +/- 0.06, N = 3SE +/- 0.08, N = 3SE +/- 0.13, N = 4SE +/- 0.03, N = 310.5510.6611.4913.56

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 Intel oneAPI. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.6Harness: IP Shapes 1D - Data Type: bf16bf16bf16 - Engine: CPUUbuntu 22.04.1 LTSCentOS Stream 9Ubuntu 22.10 3 SeptemberClear Linux 369901.30512.61023.91535.22046.5255SE +/- 0.71740, N = 15SE +/- 0.32475, N = 15SE +/- 0.39631, N = 15SE +/- 0.07618, N = 155.800535.406035.099764.64086MIN: 3.08MIN: 3.28MIN: 3.19-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop - MIN: 3.551. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -std=c++11 -pie -ldl -lpthread

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 TestUbuntu 22.10 3 SeptemberCentOS Stream 9Ubuntu 22.04.1 LTSClear Linux 369902K4K6K8K10KSE +/- 58.65, N = 15SE +/- 73.75, N = 15SE +/- 252.99, N = 12SE +/- 47.88, N = 342224910621098081. Nodejs

OpenVINO

This is a test of the Intel OpenVINO, a toolkit around neural networks, using its built-in benchmarking support and analyzing the throughput and latency for various models. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.2.devModel: Person Detection FP16 - Device: CPUUbuntu 22.04.1 LTSUbuntu 22.10 3 SeptemberCentOS Stream 96001200180024003000SE +/- 2.57, N = 3SE +/- 1.02, N = 3SE +/- 0.41, N = 32990.501510.131424.57MIN: 1585.88 / MAX: 4320.22MIN: 1292.07 / MAX: 2104.26MIN: 1046.08 / MAX: 1657.291. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.2.devModel: Person Detection FP16 - Device: CPUUbuntu 22.10 3 SeptemberUbuntu 22.04.1 LTSCentOS Stream 948121620SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 313.1113.1413.921. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.2.devModel: Person Detection FP32 - Device: CPUUbuntu 22.04.1 LTSUbuntu 22.10 3 SeptemberCentOS Stream 96001200180024003000SE +/- 8.96, N = 3SE +/- 1.03, N = 3SE +/- 1.03, N = 33027.381532.811451.62MIN: 1576.6 / MAX: 4000.36MIN: 1298.55 / MAX: 2152.37MIN: 1039.96 / MAX: 1708.951. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.2.devModel: Person Detection FP32 - Device: CPUUbuntu 22.10 3 SeptemberUbuntu 22.04.1 LTSCentOS Stream 948121620SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 312.9212.9813.671. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.2.devModel: Face Detection FP16 - Device: CPUUbuntu 22.04.1 LTSCentOS Stream 9Ubuntu 22.10 3 September400800120016002000SE +/- 4.60, N = 3SE +/- 0.67, N = 3SE +/- 0.45, N = 31684.39819.63817.14MIN: 1122.36 / MAX: 2167.69MIN: 519.3 / MAX: 967.18MIN: 503.09 / MAX: 960.261. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.2.devModel: Face Detection FP16 - Device: CPUUbuntu 22.04.1 LTSCentOS Stream 9Ubuntu 22.10 3 September612182430SE +/- 0.07, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 323.5224.2924.351. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

simdjson

This is a benchmark of SIMDJSON, a high performance JSON parser. SIMDJSON aims to be the fastest JSON parser and is used by projects like Microsoft FishStore, Yandex ClickHouse, Shopify, and others. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 2.0Throughput Test: PartialTweetsUbuntu 22.04.1 LTSUbuntu 22.10 3 SeptemberCentOS Stream 9Clear Linux 369901.12952.2593.38854.5185.6475SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 34.754.784.855.02-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CXX) g++ options: -O3

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 2.0Throughput Test: DistinctUserIDClear Linux 36990Ubuntu 22.10 3 SeptemberCentOS Stream 9Ubuntu 22.04.1 LTS1.30282.60563.90845.21126.514SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 35.715.745.775.79-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CXX) g++ options: -O3

Zstd Compression

This test measures the time needed to compress/decompress a sample input file using Zstd compression supplied by the system or otherwise externally of the test profile. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 3, Long Mode - Compression SpeedUbuntu 22.04.1 LTSUbuntu 22.10 3 SeptemberCentOS Stream 9Clear Linux 369902004006008001000SE +/- 0.10, N = 3SE +/- 0.50, N = 3SE +/- 4.03, N = 3SE +/- 11.51, N = 4102.4261.8281.0965.31. Ubuntu 22.04.1 LTS: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***2. Ubuntu 22.10 3 September: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***3. CentOS Stream 9: *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***4. Clear Linux 36990: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***

simdjson

This is a benchmark of SIMDJSON, a high performance JSON parser. SIMDJSON aims to be the fastest JSON parser and is used by projects like Microsoft FishStore, Yandex ClickHouse, Shopify, and others. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 2.0Throughput Test: TopTweetCentOS Stream 9Ubuntu 22.04.1 LTSClear Linux 36990Ubuntu 22.10 3 September1.2962.5923.8885.1846.48SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 35.625.695.745.76-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CXX) g++ options: -O3

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 0.14Test: Random ForestUbuntu 22.10 3 SeptemberUbuntu 22.04.1 LTSCentOS Stream 9Clear Linux 3699030060090012001500SE +/- 3.81, N = 3SE +/- 17.25, N = 3SE +/- 6.85, N = 3SE +/- 6.83, N = 31573.21531.51455.2668.3MIN: 1374.85 / MAX: 1924.31MIN: 1322.46 / MAX: 1932.51MIN: 1315.52 / MAX: 1806.24MIN: 620.85 / MAX: 782.18

Dragonflydb

Dragonfly is an open-source database server that is a "modern Redis replacement" that aims to be the fastest memory store while being compliant with the Redis and Memcached protocols. For benchmarking Dragonfly, Memtier_benchmark is used as a NoSQL Redis/Memcache traffic generation plus benchmarking tool developed by Redis Labs. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgOps/sec, More Is BetterDragonflydb 0.6Clients: 50 - Set To Get Ratio: 5:1Ubuntu 22.10 3 SeptemberUbuntu 22.04.1 LTSClear Linux 36990800K1600K2400K3200K4000KSE +/- 2163.89, N = 3SE +/- 3107.17, N = 3SE +/- 16274.57, N = 31098957.731209586.383826220.781. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

OpenBenchmarking.orgOps/sec, More Is BetterDragonflydb 0.6Clients: 50 - Set To Get Ratio: 1:5Ubuntu 22.10 3 SeptemberUbuntu 22.04.1 LTSClear Linux 36990900K1800K2700K3600K4500KSE +/- 6629.10, N = 3SE +/- 4729.77, N = 3SE +/- 12346.26, N = 31203211.461315146.424236085.831. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

OpenBenchmarking.orgOps/sec, More Is BetterDragonflydb 0.6Clients: 50 - Set To Get Ratio: 1:1Ubuntu 22.10 3 SeptemberUbuntu 22.04.1 LTSClear Linux 36990900K1800K2700K3600K4500KSE +/- 6182.50, N = 3SE +/- 595.66, N = 3SE +/- 10042.07, N = 31141505.381243856.634003419.311. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

OpenVINO

This is a test of the Intel OpenVINO, a toolkit around neural networks, using its built-in benchmarking support and analyzing the throughput and latency for various models. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.2.devModel: Face Detection FP16-INT8 - Device: CPUUbuntu 22.04.1 LTSUbuntu 22.10 3 SeptemberCentOS Stream 9100200300400500SE +/- 0.72, N = 3SE +/- 0.30, N = 3SE +/- 0.22, N = 3469.36239.90239.86MIN: 244.15 / MAX: 801.61MIN: 180.63 / MAX: 365.39MIN: 178.86 / MAX: 348.971. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.2.devModel: Face Detection FP16-INT8 - Device: CPUUbuntu 22.10 3 SeptemberCentOS Stream 9Ubuntu 22.04.1 LTS20406080100SE +/- 0.10, N = 3SE +/- 0.07, N = 3SE +/- 0.13, N = 383.2383.2684.991. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

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 10.2Time To CompileCentOS Stream 9Ubuntu 22.10 3 SeptemberUbuntu 22.04.1 LTS20406080100SE +/- 0.27, N = 3SE +/- 0.28, N = 3SE +/- 0.16, N = 395.4290.1581.63

Time To Compile

Clear Linux 36990: The test quit with a non-zero exit status. E: configure: error: C compiler cannot create executables

Blender

Blender is an open-source 3D creation and modeling software project. This test is of Blender's Cycles benchmark with various sample files. GPU computing via NVIDIA OptiX and NVIDIA CUDA is currently supported and HIP for AMD Radeon GPUs. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.2Blend File: Classroom - Compute: CPU-OnlyUbuntu 22.04.1 LTSUbuntu 22.10 3 SeptemberCentOS Stream 9Clear Linux 369901530456075SE +/- 0.08, N = 3SE +/- 0.05, N = 3SE +/- 0.04, N = 3SE +/- 0.20, N = 365.8265.7364.8264.23

OpenVINO

This is a test of the Intel OpenVINO, a toolkit around neural networks, using its built-in benchmarking support and analyzing the throughput and latency for various models. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.2.devModel: Machine Translation EN To DE FP16 - Device: CPUUbuntu 22.04.1 LTSUbuntu 22.10 3 SeptemberCentOS Stream 94080120160200SE +/- 1.44, N = 3SE +/- 0.24, N = 3SE +/- 0.18, N = 3160.4287.2685.47MIN: 57.35 / MAX: 1709MIN: 70.8 / MAX: 324.89MIN: 76.11 / MAX: 195.121. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.2.devModel: Machine Translation EN To DE FP16 - Device: CPUUbuntu 22.10 3 SeptemberCentOS Stream 9Ubuntu 22.04.1 LTS50100150200250SE +/- 0.66, N = 3SE +/- 0.51, N = 3SE +/- 2.26, N = 3228.52233.33248.701. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.2.devModel: Weld Porosity Detection FP16 - Device: CPUUbuntu 22.10 3 SeptemberUbuntu 22.04.1 LTSCentOS Stream 9816243240SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 332.5832.5332.00MIN: 27.78 / MAX: 109.42MIN: 14.97 / MAX: 162.72MIN: 21.78 / MAX: 67.351. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.2.devModel: Weld Porosity Detection FP16 - Device: CPUUbuntu 22.10 3 SeptemberUbuntu 22.04.1 LTSCentOS Stream 95001000150020002500SE +/- 0.31, N = 3SE +/- 0.70, N = 3SE +/- 1.20, N = 32436.722453.452478.961. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

Redis

Redis is an open-source in-memory data structure store, used as a database, cache, and message broker. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 7.0.4Test: GET - Parallel Connections: 1000Ubuntu 22.10 3 SeptemberUbuntu 22.04.1 LTSCentOS Stream 9Clear Linux 36990600K1200K1800K2400K3000KSE +/- 34509.28, N = 15SE +/- 31288.67, N = 3SE +/- 26860.41, N = 5SE +/- 23267.85, N = 32236278.172309354.802406986.652722264.50-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

OpenVINO

This is a test of the Intel OpenVINO, a toolkit around neural networks, using its built-in benchmarking support and analyzing the throughput and latency for various models. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.2.devModel: Vehicle Detection FP16-INT8 - Device: CPUUbuntu 22.04.1 LTSUbuntu 22.10 3 SeptemberCentOS Stream 9246810SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 38.894.524.52MIN: 5.1 / MAX: 89.93MIN: 4.1 / MAX: 54.94MIN: 4.11 / MAX: 44.741. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.2.devModel: Vehicle Detection FP16-INT8 - Device: CPUUbuntu 22.10 3 SeptemberCentOS Stream 9Ubuntu 22.04.1 LTS10002000300040005000SE +/- 1.04, N = 3SE +/- 1.33, N = 3SE +/- 5.16, N = 34412.974414.944487.451. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.2.devModel: Weld Porosity Detection FP16-INT8 - Device: CPUUbuntu 22.04.1 LTSCentOS Stream 9Ubuntu 22.10 3 September246810SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 38.938.278.23MIN: 4.95 / MAX: 81.08MIN: 7.23 / MAX: 27.1MIN: 7.21 / MAX: 26.481. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.2.devModel: Weld Porosity Detection FP16-INT8 - Device: CPUUbuntu 22.04.1 LTSCentOS Stream 9Ubuntu 22.10 3 September2K4K6K8K10KSE +/- 2.19, N = 3SE +/- 8.29, N = 3SE +/- 4.31, N = 38939.749657.999707.351. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

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 0.14Test: Context SwitchingUbuntu 22.04.1 LTSUbuntu 22.10 3 SeptemberCentOS Stream 9Clear Linux 369903M6M9M12M15MSE +/- 37051.92, N = 3SE +/- 43393.21, N = 3SE +/- 78706.86, N = 3SE +/- 96811.45, N = 155371747.815653213.486233126.4514924848.44-lapparmor -latomic-lapparmor -latomic-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -laio -latomic1. (CC) gcc options: -O2 -std=gnu99 -lm -lc -lcrypt -ldl -ljpeg -lrt -lz -pthread

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 1.3.38Operation: SharpenUbuntu 22.10 3 SeptemberCentOS Stream 9Ubuntu 22.04.1 LTSClear Linux 369902004006008001000SE +/- 1.76, N = 3SE +/- 1.76, N = 3SE +/- 0.67, N = 3SE +/- 2.31, N = 3638641641869-O2 -ljbig -ltiff -lfreetype -lSM -lICE -llzma-O2 -lbz2-O2 -ljbig -ltiff -lfreetype -lSM -lICE -llzma-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -ltiff -lfreetype -lSM -lICE -lbz2 -lxml21. (CC) gcc options: -fopenmp -ljpeg -lXext -lX11 -lz -lm -lpthread

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.38Operation: EnhancedUbuntu 22.10 3 SeptemberUbuntu 22.04.1 LTSCentOS Stream 9Clear Linux 3699030060090012001500SE +/- 5.03, N = 3SE +/- 2.60, N = 3SE +/- 1.76, N = 3SE +/- 2.08, N = 31079109411531192-O2 -ljbig -ltiff -lfreetype -lSM -lICE -llzma-O2 -ljbig -ltiff -lfreetype -lSM -lICE -llzma-O2 -lbz2-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -ltiff -lfreetype -lSM -lICE -lbz2 -lxml21. (CC) gcc options: -fopenmp -ljpeg -lXext -lX11 -lz -lm -lpthread

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.38Operation: SwirlUbuntu 22.10 3 SeptemberUbuntu 22.04.1 LTSCentOS Stream 9Clear Linux 369905001000150020002500SE +/- 3.84, N = 3SE +/- 5.67, N = 3SE +/- 10.48, N = 3SE +/- 14.50, N = 31910191623402558-O2 -ljbig -ltiff -lfreetype -lSM -lICE -llzma-O2 -ljbig -ltiff -lfreetype -lSM -lICE -llzma-O2 -lbz2-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -ltiff -lfreetype -lSM -lICE -lbz2 -lxml21. (CC) gcc options: -fopenmp -ljpeg -lXext -lX11 -lz -lm -lpthread

7-Zip Compression

This is a test of 7-Zip compression/decompression with its integrated benchmark feature. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 22.01Test: Decompression RatingUbuntu 22.10 3 SeptemberUbuntu 22.04.1 LTSClear Linux 36990CentOS Stream 980K160K240K320K400KSE +/- 1545.37, N = 5SE +/- 1904.28, N = 4SE +/- 953.58, N = 3SE +/- 2273.35, N = 33514913590583642093711311. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 22.01Test: Compression RatingUbuntu 22.04.1 LTSUbuntu 22.10 3 SeptemberCentOS Stream 9Clear Linux 36990100K200K300K400K500KSE +/- 3782.18, N = 4SE +/- 3540.98, N = 5SE +/- 5624.44, N = 3SE +/- 507.78, N = 33457253497204678664730261. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

simdjson

This is a benchmark of SIMDJSON, a high performance JSON parser. SIMDJSON aims to be the fastest JSON parser and is used by projects like Microsoft FishStore, Yandex ClickHouse, Shopify, and others. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 2.0Throughput Test: KostyaUbuntu 22.04.1 LTSUbuntu 22.10 3 SeptemberCentOS Stream 9Clear Linux 369900.66151.3231.98452.6463.3075SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 32.832.872.912.94-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CXX) g++ options: -O3

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 0.14Test: CPU CacheUbuntu 22.10 3 SeptemberUbuntu 22.04.1 LTSCentOS Stream 9Clear Linux 3699048121620SE +/- 0.09, N = 3SE +/- 0.19, N = 3SE +/- 0.13, N = 10SE +/- 0.18, N = 516.0316.1316.2616.40-lapparmor -latomic-lapparmor -latomic-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -laio -latomic1. (CC) gcc options: -O2 -std=gnu99 -lm -lc -lcrypt -ldl -ljpeg -lrt -lz -pthread

simdjson

This is a benchmark of SIMDJSON, a high performance JSON parser. SIMDJSON aims to be the fastest JSON parser and is used by projects like Microsoft FishStore, Yandex ClickHouse, Shopify, and others. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 2.0Throughput Test: LargeRandomUbuntu 22.04.1 LTSCentOS Stream 9Ubuntu 22.10 3 SeptemberClear Linux 369900.22050.4410.66150.8821.1025SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 30.940.960.960.98-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CXX) g++ options: -O3

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 Intel oneAPI. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.6Harness: Matrix Multiply Batch Shapes Transformer - Data Type: bf16bf16bf16 - Engine: CPUUbuntu 22.04.1 LTSCentOS Stream 9Ubuntu 22.10 3 SeptemberClear Linux 369901020304050SE +/- 5.39, N = 12SE +/- 5.68, N = 15SE +/- 5.16, N = 12SE +/- 0.41, N = 1241.8937.9624.5712.27MIN: 10.95MIN: 3.48MIN: 6.39-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop - MIN: 9.861. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -std=c++11 -pie -ldl -lpthread

x264

This is a multi-threaded test of the x264 video encoder run on the CPU with a choice of 1080p or 4K video input. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is Betterx264 2022-02-22Video Input: Bosphorus 4KUbuntu 22.04.1 LTSCentOS Stream 9Ubuntu 22.10 3 SeptemberClear Linux 3699020406080100SE +/- 0.35, N = 3SE +/- 0.49, N = 15SE +/- 0.64, N = 15SE +/- 1.11, N = 332.4134.5734.8682.43-lavformat -lavcodec -lavutil -lswscale-lavformat -lavcodec -lavutil -lswscale1. (CC) gcc options: -ldl -m64 -lm -lpthread -O3 -flto

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 0.10Encoder Speed: 2Ubuntu 22.10 3 SeptemberUbuntu 22.04.1 LTSCentOS Stream 9Clear Linux 369901122334455SE +/- 0.67, N = 3SE +/- 0.33, N = 3SE +/- 0.53, N = 3SE +/- 0.10, N = 350.8049.3548.7142.63-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CXX) g++ options: -O3 -fPIC -lm

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 Intel oneAPI. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.6Harness: IP Shapes 3D - Data Type: bf16bf16bf16 - Engine: CPUUbuntu 22.04.1 LTSUbuntu 22.10 3 SeptemberCentOS Stream 9Clear Linux 369900.55061.10121.65182.20242.753SE +/- 0.05270, N = 15SE +/- 0.08953, N = 15SE +/- 0.07640, N = 15SE +/- 0.02882, N = 152.446912.406452.385632.30251MIN: 1.76MIN: 1.76MIN: 1.7-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop - MIN: 1.761. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -std=c++11 -pie -ldl -lpthread

Unpacking The Linux Kernel

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

OpenBenchmarking.orgSeconds, Fewer Is BetterUnpacking The Linux Kernel 5.19linux-5.19.tar.xzUbuntu 22.10 3 SeptemberCentOS Stream 9Ubuntu 22.04.1 LTSClear Linux 369903691215SE +/- 0.084, N = 20SE +/- 0.116, N = 17SE +/- 0.066, N = 20SE +/- 0.002, N = 49.3639.1948.8887.853

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 0.14Test: Glibc C String FunctionsUbuntu 22.04.1 LTSCentOS Stream 9Ubuntu 22.10 3 SeptemberClear Linux 369902M4M6M8M10MSE +/- 26324.24, N = 3SE +/- 103735.47, N = 4SE +/- 52106.01, N = 3SE +/- 83362.05, N = 88173725.039473078.179620162.349658490.04-lapparmor -latomic-lapparmor -latomic-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -laio -latomic1. (CC) gcc options: -O2 -std=gnu99 -lm -lc -lcrypt -ldl -ljpeg -lrt -lz -pthread

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: Quality 100, Lossless, Highest CompressionUbuntu 22.04.1 LTSUbuntu 22.10 3 SeptemberCentOS Stream 9Clear Linux 369901020304050SE +/- 0.05, N = 3SE +/- 0.17, N = 3SE +/- 0.22, N = 3SE +/- 0.04, N = 342.6142.2641.2138.30-O2 -ltiff-O2 -ltiff-O2-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -ltiff1. (CC) gcc options: -fvisibility=hidden -lm -ljpeg -lpng16

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 0.10Encoder Speed: 6, LosslessUbuntu 22.04.1 LTSUbuntu 22.10 3 SeptemberCentOS Stream 9Clear Linux 369903691215SE +/- 0.108, N = 15SE +/- 0.100, N = 15SE +/- 0.070, N = 15SE +/- 0.021, N = 311.03610.9839.2606.174-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CXX) g++ options: -O3 -fPIC -lm

Zstd Compression

This test measures the time needed to compress/decompress a sample input file using Zstd compression supplied by the system or otherwise externally of the test profile. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 3, Long Mode - Decompression SpeedUbuntu 22.04.1 LTSUbuntu 22.10 3 SeptemberCentOS Stream 97001400210028003500SE +/- 6.04, N = 3SE +/- 5.28, N = 3SE +/- 13.60, N = 32945.93086.83208.01. Ubuntu 22.04.1 LTS: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***2. Ubuntu 22.10 3 September: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***3. CentOS Stream 9: *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 8, Long Mode - Decompression SpeedUbuntu 22.04.1 LTSUbuntu 22.10 3 SeptemberClear Linux 36990CentOS Stream 97001400210028003500SE +/- 16.67, N = 3SE +/- 15.69, N = 3SE +/- 10.41, N = 32962.43062.73163.13201.01. Ubuntu 22.04.1 LTS: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***2. Ubuntu 22.10 3 September: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***3. Clear Linux 36990: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***4. CentOS Stream 9: *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 8, Long Mode - Compression SpeedUbuntu 22.04.1 LTSUbuntu 22.10 3 SeptemberCentOS Stream 9Clear Linux 369902004006008001000SE +/- 0.15, N = 3SE +/- 2.11, N = 3SE +/- 0.78, N = 3SE +/- 3.89, N = 3127.9295.8307.5993.11. Ubuntu 22.04.1 LTS: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***2. Ubuntu 22.10 3 September: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***3. CentOS Stream 9: *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***4. Clear Linux 36990: *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***

Blender

Blender is an open-source 3D creation and modeling software project. This test is of Blender's Cycles benchmark with various sample files. GPU computing via NVIDIA OptiX and NVIDIA CUDA is currently supported and HIP for AMD Radeon GPUs. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.2Blend File: Fishy Cat - Compute: CPU-OnlyUbuntu 22.04.1 LTSUbuntu 22.10 3 SeptemberCentOS Stream 9Clear Linux 36990816243240SE +/- 0.11, N = 3SE +/- 0.22, N = 3SE +/- 0.07, N = 3SE +/- 0.02, N = 334.0734.0033.3732.43

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: JythonCentOS Stream 9Ubuntu 22.10 3 SeptemberUbuntu 22.04.1 LTSClear Linux 3699012002400360048006000SE +/- 189.31, N = 16SE +/- 194.77, N = 16SE +/- 138.80, N = 20SE +/- 7.13, N = 45600537748193683

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 AtomsUbuntu 22.10 3 SeptemberCentOS Stream 9Ubuntu 22.04.1 LTSClear Linux 369900.06330.12660.18990.25320.3165SE +/- 0.00083, N = 3SE +/- 0.00094, N = 3SE +/- 0.00087, N = 3SE +/- 0.00064, N = 30.281390.281380.281010.28053

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 0.14Test: NUMAClear Linux 36990CentOS Stream 9Ubuntu 22.04.1 LTSUbuntu 22.10 3 September110220330440550SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.12, N = 3SE +/- 2.65, N = 35.2110.3742.05496.36-lapparmor -latomic1. (CC) gcc options: -O2 -std=gnu99 -lm -lc -lcrypt -ldl -ljpeg -lrt -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14Test: x86_64 RdRandUbuntu 22.10 3 SeptemberUbuntu 22.04.1 LTSCentOS Stream 9Clear Linux 36990140K280K420K560K700KSE +/- 2266.00, N = 3SE +/- 2178.91, N = 3SE +/- 2562.02, N = 3SE +/- 30.50, N = 3666855.72666992.32667284.36669368.18-lapparmor -latomic-lapparmor -latomic-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -laio -latomic1. (CC) gcc options: -O2 -std=gnu99 -lm -lc -lcrypt -ldl -ljpeg -lrt -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14Test: IO_uringUbuntu 22.04.1 LTSUbuntu 22.10 3 SeptemberClear Linux 369902M4M6M8M10MSE +/- 72129.89, N = 3SE +/- 76291.35, N = 3SE +/- 6299.40, N = 38404895.308495558.8010692920.63-lapparmor-lapparmor-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -laio1. (CC) gcc options: -O2 -std=gnu99 -lm -latomic -lc -lcrypt -ldl -ljpeg -lrt -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14Test: ForkingClear Linux 36990CentOS Stream 9Ubuntu 22.04.1 LTSUbuntu 22.10 3 September14K28K42K56K70KSE +/- 173.91, N = 3SE +/- 123.25, N = 3SE +/- 292.14, N = 3SE +/- 236.21, N = 361843.0163484.4565455.7266753.69-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -laio -latomic-lapparmor -latomic-lapparmor -latomic1. (CC) gcc options: -O2 -std=gnu99 -lm -lc -lcrypt -ldl -ljpeg -lrt -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14Test: MallocUbuntu 22.10 3 SeptemberUbuntu 22.04.1 LTSCentOS Stream 9Clear Linux 3699070M140M210M280M350MSE +/- 985882.38, N = 3SE +/- 870345.53, N = 3SE +/- 452266.97, N = 3SE +/- 1194169.90, N = 3287783316.06292765838.99306750258.84342573199.69-lapparmor -latomic-lapparmor -latomic-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -laio -latomic1. (CC) gcc options: -O2 -std=gnu99 -lm -lc -lcrypt -ldl -ljpeg -lrt -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14Test: Memory CopyingClear Linux 36990CentOS Stream 9Ubuntu 22.04.1 LTSUbuntu 22.10 3 September3K6K9K12K15KSE +/- 141.11, N = 3SE +/- 5.23, N = 3SE +/- 22.54, N = 3SE +/- 11.68, N = 311244.9412812.4513427.1413459.40-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -laio -latomic-lapparmor -latomic-lapparmor -latomic1. (CC) gcc options: -O2 -std=gnu99 -lm -lc -lcrypt -ldl -ljpeg -lrt -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14Test: MMAPClear Linux 36990Ubuntu 22.10 3 SeptemberCentOS Stream 9Ubuntu 22.04.1 LTS8001600240032004000SE +/- 1.76, N = 3SE +/- 29.86, N = 3SE +/- 34.11, N = 3SE +/- 34.70, N = 33336.533528.023747.583888.56-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -laio -latomic-lapparmor -latomic-lapparmor -latomic1. (CC) gcc options: -O2 -std=gnu99 -lm -lc -lcrypt -ldl -ljpeg -lrt -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14Test: SENDFILEUbuntu 22.10 3 SeptemberClear Linux 36990Ubuntu 22.04.1 LTSCentOS Stream 9300K600K900K1200K1500KSE +/- 2824.26, N = 3SE +/- 713.22, N = 3SE +/- 3383.13, N = 3SE +/- 2669.03, N = 31154762.781161464.611177667.631271967.05-lapparmor -latomic-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -laio -latomic-lapparmor -latomic1. (CC) gcc options: -O2 -std=gnu99 -lm -lc -lcrypt -ldl -ljpeg -lrt -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14Test: CPU StressCentOS Stream 9Ubuntu 22.04.1 LTSUbuntu 22.10 3 SeptemberClear Linux 3699030K60K90K120K150KSE +/- 758.69, N = 3SE +/- 488.03, N = 3SE +/- 101.39, N = 3SE +/- 387.90, N = 3135517.46135774.41139826.69140290.21-lapparmor -latomic-lapparmor -latomic-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -laio -latomic1. (CC) gcc options: -O2 -std=gnu99 -lm -lc -lcrypt -ldl -ljpeg -lrt -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14Test: SemaphoresCentOS Stream 9Ubuntu 22.04.1 LTSUbuntu 22.10 3 SeptemberClear Linux 369903M6M9M12M15MSE +/- 27158.37, N = 3SE +/- 17371.47, N = 3SE +/- 18735.87, N = 3SE +/- 5152.27, N = 37186364.517249112.247313329.5915903941.88-lapparmor -latomic-lapparmor -latomic-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -laio -latomic1. (CC) gcc options: -O2 -std=gnu99 -lm -lc -lcrypt -ldl -ljpeg -lrt -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14Test: MEMFDClear Linux 36990Ubuntu 22.04.1 LTSUbuntu 22.10 3 SeptemberCentOS Stream 99001800270036004500SE +/- 5.40, N = 3SE +/- 34.35, N = 3SE +/- 32.40, N = 3SE +/- 35.16, N = 33783.493881.854010.054098.84-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -laio -latomic-lapparmor -latomic-lapparmor -latomic1. (CC) gcc options: -O2 -std=gnu99 -lm -lc -lcrypt -ldl -ljpeg -lrt -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14Test: Glibc Qsort Data SortingClear Linux 36990Ubuntu 22.10 3 SeptemberUbuntu 22.04.1 LTSCentOS Stream 92004006008001000SE +/- 1.09, N = 3SE +/- 3.36, N = 3SE +/- 2.76, N = 3SE +/- 2.69, N = 3893.84914.20918.76934.26-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -laio -latomic-lapparmor -latomic-lapparmor -latomic1. (CC) gcc options: -O2 -std=gnu99 -lm -lc -lcrypt -ldl -ljpeg -lrt -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14Test: CryptoCentOS Stream 9Ubuntu 22.10 3 SeptemberUbuntu 22.04.1 LTSClear Linux 3699020K40K60K80K100KSE +/- 289.31, N = 3SE +/- 362.65, N = 3SE +/- 298.10, N = 3SE +/- 22.86, N = 383808.9186049.9486462.2895806.71-lapparmor -latomic-lapparmor -latomic-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -laio -latomic1. (CC) gcc options: -O2 -std=gnu99 -lm -lc -lcrypt -ldl -ljpeg -lrt -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14Test: Matrix MathCentOS Stream 9Ubuntu 22.04.1 LTSClear Linux 36990Ubuntu 22.10 3 September70K140K210K280K350KSE +/- 512.51, N = 3SE +/- 224.33, N = 3SE +/- 272.45, N = 3SE +/- 1431.79, N = 3286293.40307592.99328235.14328638.94-lapparmor -latomic-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -laio -latomic-lapparmor -latomic1. (CC) gcc options: -O2 -std=gnu99 -lm -lc -lcrypt -ldl -ljpeg -lrt -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14Test: Vector MathClear Linux 36990Ubuntu 22.10 3 SeptemberCentOS Stream 9Ubuntu 22.04.1 LTS70K140K210K280K350KSE +/- 79.17, N = 3SE +/- 1004.81, N = 3SE +/- 944.66, N = 3SE +/- 950.34, N = 3309299.86310602.18322923.09324720.78-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -laio -latomic-lapparmor -latomic-lapparmor -latomic1. (CC) gcc options: -O2 -std=gnu99 -lm -lc -lcrypt -ldl -ljpeg -lrt -lz -pthread

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 0.10Encoder Speed: 10, LosslessUbuntu 22.10 3 SeptemberUbuntu 22.04.1 LTSCentOS Stream 9Clear Linux 36990246810SE +/- 0.083, N = 15SE +/- 0.096, N = 15SE +/- 0.073, N = 15SE +/- 0.012, N = 38.2578.1016.6054.690-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CXX) g++ options: -O3 -fPIC -lm

GROMACS

The GROMACS (GROningen MAchine for Chemical Simulations) molecular dynamics package testing with the water_GMX50 data. This test profile allows selecting between CPU and GPU-based GROMACS builds. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2022.1Implementation: MPI CPU - Input: water_GMX50_bareCentOS Stream 9Ubuntu 22.04.1 LTSUbuntu 22.10 3 SeptemberClear Linux 369903691215SE +/- 0.002, N = 3SE +/- 0.045, N = 3SE +/- 0.011, N = 3SE +/- 0.033, N = 38.9969.1159.2459.525-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CXX) g++ options: -O3

Redis

Redis is an open-source in-memory data structure store, used as a database, cache, and message broker. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 7.0.4Test: SET - Parallel Connections: 50Ubuntu 22.04.1 LTSUbuntu 22.10 3 SeptemberCentOS Stream 9Clear Linux 36990500K1000K1500K2000K2500KSE +/- 13461.07, N = 3SE +/- 14737.64, N = 3SE +/- 29696.58, N = 3SE +/- 9831.09, N = 32076700.082090343.292189377.082346688.30-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

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 YUV video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 10 - Input: Bosphorus 4KUbuntu 22.04.1 LTSCentOS Stream 9Ubuntu 22.10 3 SeptemberClear Linux 369904080120160200SE +/- 0.82, N = 15SE +/- 1.63, N = 3SE +/- 1.24, N = 15SE +/- 2.32, N = 4111.55113.23114.27192.06-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt

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 0.3Target: CPU - Model: SqueezeNet v1.1Ubuntu 22.10 3 SeptemberCentOS Stream 9Ubuntu 22.04.1 LTSClear Linux 3699080160240320400SE +/- 0.08, N = 3SE +/- 0.03, N = 3SE +/- 0.25, N = 3SE +/- 0.09, N = 3378.01366.49365.92358.15MIN: 377.49 / MAX: 392.36MIN: 366.26 / MAX: 366.87MIN: 365.53 / MAX: 380.36-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop - MIN: 357.28 / MAX: 366.821. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -fvisibility=default -O3 -rdynamic -ldl

Blender

Blender is an open-source 3D creation and modeling software project. This test is of Blender's Cycles benchmark with various sample files. GPU computing via NVIDIA OptiX and NVIDIA CUDA is currently supported and HIP for AMD Radeon GPUs. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.2Blend File: BMW27 - Compute: CPU-OnlyUbuntu 22.04.1 LTSUbuntu 22.10 3 SeptemberCentOS Stream 9Clear Linux 36990612182430SE +/- 0.11, N = 3SE +/- 0.10, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 325.2325.0725.0424.25

Redis

Redis is an open-source in-memory data structure store, used as a database, cache, and message broker. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 7.0.4Test: GET - Parallel Connections: 50CentOS Stream 9Ubuntu 22.04.1 LTSUbuntu 22.10 3 SeptemberClear Linux 36990800K1600K2400K3200K4000KSE +/- 2019.92, N = 3SE +/- 34045.62, N = 3SE +/- 9052.45, N = 3SE +/- 3266.10, N = 32284227.202588694.172602545.753512867.33-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

OpenSSL

OpenSSL is an open-source toolkit that implements SSL (Secure Sockets Layer) and TLS (Transport Layer Security) protocols. The system/openssl test profiles relies on benchmarking the system/OS-supplied openssl binary rather than the pts/openssl test profile that uses the locally-built OpenSSL for benchmarking. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgverify/s, More Is BetterOpenSSLUbuntu 22.10 3 SeptemberCentOS Stream 9Ubuntu 22.04.1 LTSClear Linux 36990200K400K600K800K1000KSE +/- 6664.59, N = 3SE +/- 4686.71, N = 4SE +/- 5029.58, N = 4SE +/- 706.24, N = 31106566.31112427.21115888.01119831.81. Ubuntu 22.10 3 September: OpenSSL 3.0.5 5 Jul 2022 (Library: OpenSSL 3.0.5 5 Jul 2022)2. CentOS Stream 9: OpenSSL 3.0.1 14 Dec 2021 (Library: OpenSSL 3.0.1 14 Dec 2021)3. Ubuntu 22.04.1 LTS: OpenSSL 3.0.2 15 Mar 2022 (Library: OpenSSL 3.0.2 15 Mar 2022)4. Clear Linux 36990: OpenSSL 1.1.1q 5 Jul 2022

OpenBenchmarking.orgsign/s, More Is BetterOpenSSLCentOS Stream 9Ubuntu 22.10 3 SeptemberUbuntu 22.04.1 LTSClear Linux 369904K8K12K16K20KSE +/- 205.54, N = 4SE +/- 192.13, N = 3SE +/- 199.65, N = 4SE +/- 134.27, N = 316866.116882.316884.717031.11. CentOS Stream 9: OpenSSL 3.0.1 14 Dec 2021 (Library: OpenSSL 3.0.1 14 Dec 2021)2. Ubuntu 22.10 3 September: OpenSSL 3.0.5 5 Jul 2022 (Library: OpenSSL 3.0.5 5 Jul 2022)3. Ubuntu 22.04.1 LTS: OpenSSL 3.0.2 15 Mar 2022 (Library: OpenSSL 3.0.2 15 Mar 2022)4. Clear Linux 36990: OpenSSL 1.1.1q 5 Jul 2022

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 YUV input video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.3Tuning: Visual Quality Optimized - Input: Bosphorus 4KCentOS Stream 9Ubuntu 22.10 3 SeptemberUbuntu 22.04.1 LTSClear Linux 36990306090120150SE +/- 1.23, N = 3SE +/- 0.79, N = 10SE +/- 0.31, N = 3SE +/- 1.00, N = 399.27100.32101.72148.91-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

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 Intel oneAPI. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.6Harness: Deconvolution Batch shapes_1d - Data Type: bf16bf16bf16 - Engine: CPUUbuntu 22.10 3 SeptemberUbuntu 22.04.1 LTSCentOS Stream 9Clear Linux 369900.87621.75242.62863.50484.381SE +/- 0.00802, N = 3SE +/- 0.00704, N = 3SE +/- 0.01173, N = 3SE +/- 0.00397, N = 33.894213.887933.811553.80080MIN: 3.63MIN: 3.63MIN: 3.53-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop - MIN: 3.421. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -std=c++11 -pie -ldl -lpthread

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 YUV video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 7 - Input: Bosphorus 4KCentOS Stream 9Ubuntu 22.04.1 LTSUbuntu 22.10 3 SeptemberClear Linux 36990306090120150SE +/- 1.08, N = 4SE +/- 1.10, N = 3SE +/- 0.73, N = 15SE +/- 0.82, N = 386.6787.7788.65147.63-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt

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.orgMT/s, More Is BetterASTC Encoder 4.0Preset: MediumUbuntu 22.10 3 SeptemberUbuntu 22.04.1 LTSCentOS Stream 9Clear Linux 3699080160240320400SE +/- 3.20, N = 6SE +/- 2.77, N = 15SE +/- 2.47, N = 15SE +/- 1.16, N = 3314.47315.10316.37359.90-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CXX) g++ options: -O3 -flto -pthread

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: Quality 100, LosslessUbuntu 22.04.1 LTSCentOS Stream 9Ubuntu 22.10 3 SeptemberClear Linux 36990510152025SE +/- 0.01, N = 3SE +/- 0.17, N = 3SE +/- 0.16, N = 3SE +/- 0.08, N = 321.6021.1219.9218.19-O2 -ltiff-O2-O2 -ltiff-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -ltiff1. (CC) gcc options: -fvisibility=hidden -lm -ljpeg -lpng16

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: H2Ubuntu 22.10 3 SeptemberUbuntu 22.04.1 LTSCentOS Stream 9Clear Linux 369902K4K6K8K10KSE +/- 103.65, N = 4SE +/- 97.08, N = 4SE +/- 54.95, N = 4SE +/- 29.40, N = 4107881068198472453

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: Quality 100, Highest CompressionUbuntu 22.10 3 SeptemberCentOS Stream 9Ubuntu 22.04.1 LTSClear Linux 36990246810SE +/- 0.111, N = 3SE +/- 0.061, N = 15SE +/- 0.112, N = 3SE +/- 0.002, N = 38.9208.8028.6758.046-O2 -ltiff-O2-O2 -ltiff-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -ltiff1. (CC) gcc options: -fvisibility=hidden -lm -ljpeg -lpng16

SVT-AV1

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.2Encoder Mode: Preset 8 - Input: Bosphorus 4KUbuntu 22.10 3 SeptemberUbuntu 22.04.1 LTSCentOS Stream 9Clear Linux 369901632486480SE +/- 0.26, N = 3SE +/- 0.09, N = 3SE +/- 0.30, N = 3SE +/- 0.40, N = 338.3238.3338.6873.19-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

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.orgMT/s, More Is BetterASTC Encoder 4.0Preset: ExhaustiveUbuntu 22.04.1 LTSCentOS Stream 9Ubuntu 22.10 3 SeptemberClear Linux 369901.10062.20123.30184.40245.503SE +/- 0.0038, N = 3SE +/- 0.0017, N = 3SE +/- 0.0005, N = 3SE +/- 0.0032, N = 34.48404.50544.59854.8916-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CXX) g++ options: -O3 -flto -pthread

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 0.3Target: CPU - Model: SqueezeNet v2Ubuntu 22.10 3 SeptemberCentOS Stream 9Ubuntu 22.04.1 LTSClear Linux 3699020406080100SE +/- 0.50, N = 14SE +/- 0.78, N = 3SE +/- 0.04, N = 3SE +/- 0.57, N = 1078.8075.8874.7172.13MIN: 77.34 / MAX: 116.07MIN: 74.63 / MAX: 111.7MIN: 74.27 / MAX: 75.19-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop - MIN: 71.03 / MAX: 78.391. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -fvisibility=default -O3 -rdynamic -ldl

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 YUV input video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.3Tuning: PSNR/SSIM Optimized - Input: Bosphorus 4KUbuntu 22.10 3 SeptemberUbuntu 22.04.1 LTSCentOS Stream 9Clear Linux 369904080120160200SE +/- 0.87, N = 3SE +/- 0.65, N = 3SE +/- 1.37, N = 4SE +/- 0.92, N = 3114.69115.32115.50163.87-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.3Tuning: VMAF Optimized - Input: Bosphorus 4KUbuntu 22.04.1 LTSUbuntu 22.10 3 SeptemberCentOS Stream 9Clear Linux 36990306090120150SE +/- 0.35, N = 3SE +/- 1.02, N = 3SE +/- 0.07, N = 3SE +/- 2.02, N = 3111.61111.85112.93153.77-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

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: Quality 100CentOS Stream 9Ubuntu 22.10 3 SeptemberUbuntu 22.04.1 LTSClear Linux 369900.68491.36982.05472.73963.4245SE +/- 0.065, N = 15SE +/- 0.044, N = 15SE +/- 0.027, N = 13SE +/- 0.002, N = 33.0442.9862.9312.656-O2-O2 -ltiff-O2 -ltiff-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -ltiff1. (CC) gcc options: -fvisibility=hidden -lm -lpng16 -ljpeg

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 0.10Encoder Speed: 6Ubuntu 22.10 3 SeptemberUbuntu 22.04.1 LTSCentOS Stream 9Clear Linux 36990246810SE +/- 0.008, N = 3SE +/- 0.082, N = 15SE +/- 0.037, N = 3SE +/- 0.026, N = 36.5956.4066.0563.463-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CXX) g++ options: -O3 -fPIC -lm

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 Intel oneAPI. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.6Harness: Deconvolution Batch shapes_3d - Data Type: bf16bf16bf16 - Engine: CPUCentOS Stream 9Ubuntu 22.04.1 LTSUbuntu 22.10 3 SeptemberClear Linux 369900.82891.65782.48673.31564.1445SE +/- 0.03477, N = 14SE +/- 0.03918, N = 14SE +/- 0.03463, N = 14SE +/- 0.00647, N = 33.684043.661123.657913.64846MIN: 3.54MIN: 3.52MIN: 3.52-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop - MIN: 3.531. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -std=c++11 -pie -ldl -lpthread

SVT-AV1

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.2Encoder Mode: Preset 10 - Input: Bosphorus 4KCentOS Stream 9Ubuntu 22.04.1 LTSUbuntu 22.10 3 SeptemberClear Linux 36990306090120150SE +/- 0.26, N = 3SE +/- 0.44, N = 3SE +/- 0.22, N = 3SE +/- 0.37, N = 365.6265.8466.12132.87-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

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.orgMT/s, More Is BetterASTC Encoder 4.0Preset: ThoroughUbuntu 22.10 3 SeptemberUbuntu 22.04.1 LTSCentOS Stream 9Clear Linux 369901122334455SE +/- 0.09, N = 3SE +/- 0.05, N = 3SE +/- 0.05, N = 3SE +/- 0.06, N = 345.6045.6346.3850.47-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CXX) g++ options: -O3 -flto -pthread

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: DefaultCentOS Stream 9Ubuntu 22.10 3 SeptemberUbuntu 22.04.1 LTSClear Linux 369900.48670.97341.46011.94682.4335SE +/- 0.069, N = 15SE +/- 0.062, N = 15SE +/- 0.039, N = 15SE +/- 0.003, N = 32.1632.0421.9751.662-O2-O2 -ltiff-O2 -ltiff-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -ltiff1. (CC) gcc options: -fvisibility=hidden -lm -lpng16 -ljpeg

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.orgMT/s, More Is BetterASTC Encoder 4.0Preset: FastUbuntu 22.10 3 SeptemberCentOS Stream 9Ubuntu 22.04.1 LTSClear Linux 369902004006008001000SE +/- 0.87, N = 3SE +/- 3.69, N = 3SE +/- 2.29, N = 3SE +/- 1.80, N = 3796.50799.11809.17837.15-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CXX) g++ options: -O3 -flto -pthread

SVT-AV1

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.2Encoder Mode: Preset 12 - Input: Bosphorus 4KUbuntu 22.04.1 LTSCentOS Stream 9Ubuntu 22.10 3 SeptemberClear Linux 369904080120160200SE +/- 0.91, N = 3SE +/- 0.83, N = 3SE +/- 0.41, N = 3SE +/- 1.35, N = 392.7392.8393.56195.93-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

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 23Jun2022Model: Rhodopsin ProteinUbuntu 22.10 3 SeptemberUbuntu 22.04.1 LTSCentOS Stream 9Clear Linux 36990816243240SE +/- 0.65, N = 15SE +/- 0.49, N = 15SE +/- 0.06, N = 3SE +/- 0.08, N = 326.4126.7530.8736.00-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CXX) g++ options: -O3 -lm -ldl

Dragonflydb

Dragonfly is an open-source database server that is a "modern Redis replacement" that aims to be the fastest memory store while being compliant with the Redis and Memcached protocols. For benchmarking Dragonfly, Memtier_benchmark is used as a NoSQL Redis/Memcache traffic generation plus benchmarking tool developed by Redis Labs. Learn more via the OpenBenchmarking.org test page.

Clients: 50 - Set To Get Ratio: 5:1

CentOS Stream 9: The test run did not produce a result.

Clients: 50 - Set To Get Ratio: 1:5

CentOS Stream 9: The test run did not produce a result.

Clients: 50 - Set To Get Ratio: 1:1

CentOS Stream 9: The test run did not produce a result.

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 Intel oneAPI. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.6Harness: Convolution Batch Shapes Auto - Data Type: bf16bf16bf16 - Engine: CPUCentOS Stream 9Ubuntu 22.10 3 SeptemberUbuntu 22.04.1 LTSClear Linux 369900.48590.97181.45771.94362.4295SE +/- 0.01538, N = 3SE +/- 0.02005, N = 3SE +/- 0.01772, N = 3SE +/- 0.00145, N = 32.159382.147172.135632.12637MIN: 2.04MIN: 2.03MIN: 2.03-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop - MIN: 2.031. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -std=c++11 -pie -ldl -lpthread

Stress-NG

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

Test: IO_uring

CentOS Stream 9: The test run did not produce a result.

210 Results Shown

PostgreSQL pgbench:
  100 - 500 - Read Only - Average Latency
  100 - 500 - Read Only
Apache Spark:
  40000000 - 500 - Calculate Pi Benchmark Using Dataframe
  40000000 - 500 - Calculate Pi Benchmark
Stockfish
Apache Spark
TNN
Renaissance
OSPRay
Apache Spark:
  40000000 - 500 - Broadcast Inner Join Test Time
  40000000 - 500 - Inner Join Test Time
  40000000 - 500 - Repartition Test Time
  40000000 - 500 - Group By Test Time
Renaissance
ONNX Runtime:
  GPT-2 - CPU - Standard
  ArcFace ResNet-100 - CPU - Standard
  fcn-resnet101-11 - CPU - Standard
Renaissance
oneDNN:
  Recurrent Neural Network Training - bf16bf16bf16 - CPU
  Recurrent Neural Network Inference - bf16bf16bf16 - CPU
PostgreSQL pgbench:
  100 - 250 - Read Only - Average Latency
  100 - 250 - Read Only
OSPRay
Renaissance
memtier_benchmark
Blender
OSPRay
LAMMPS Molecular Dynamics Simulator
memtier_benchmark
Apache HTTP Server
TensorFlow Lite:
  Inception V4
  Inception ResNet V2
Mobile Neural Network:
  inception-v3
  mobilenet-v1-1.0
  MobileNetV2_224
  SqueezeNetV1.0
  resnet-v2-50
  squeezenetv1.1
  mobilenetV3
  nasnet
ONNX Runtime
C-Blosc
TensorFlow Lite
C-Blosc
TensorFlow Lite
ONNX Runtime
OpenVINO:
  Age Gender Recognition Retail 0013 FP16-INT8 - CPU:
    ms
    FPS
TensorFlow Lite
High Performance Conjugate Gradient
GraphicsMagick
KeyDB
VP9 libvpx Encoding
Timed LLVM Compilation
TensorFlow Lite
GraphicsMagick:
  Noise-Gaussian
  HWB Color Space
OSPRay Studio
OpenVINO:
  Person Vehicle Bike Detection FP16 - CPU:
    ms
    FPS
OSPRay:
  gravity_spheres_volume/dim_512/scivis/real_time
  gravity_spheres_volume/dim_512/ao/real_time
PostgreSQL pgbench:
  100 - 250 - Read Write - Average Latency
  100 - 250 - Read Write
  100 - 500 - Read Write - Average Latency
  100 - 500 - Read Write
OSPRay Studio:
  2 - 4K - 32 - Path Tracer
  1 - 4K - 32 - Path Tracer
Zstd Compression:
  19 - Decompression Speed
  19 - Compression Speed
  8 - Decompression Speed
  8 - Compression Speed
OSPRay
ClickHouse:
  100M Rows Web Analytics Dataset, Third Run
  100M Rows Web Analytics Dataset, Second Run
  100M Rows Web Analytics Dataset, First Run / Cold Cache
Redis
Stress-NG
OpenVINO:
  Vehicle Detection FP16 - CPU:
    ms
    FPS
ONNX Runtime:
  fcn-resnet101-11 - CPU - Parallel
  GPT-2 - CPU - Parallel
  ArcFace ResNet-100 - CPU - Parallel
  bertsquad-12 - CPU - Parallel
  yolov4 - CPU - Parallel
  bertsquad-12 - CPU - Standard
Stress-NG:
  Futex
  Socket Activity
ONNX Runtime
GraphicsMagick
InfluxDB
OSPRay Studio
SVT-AV1
OSPRay Studio
Timed Linux Kernel Compilation
Natron
OSPRay Studio
nginx
Renaissance
OpenVINO:
  Age Gender Recognition Retail 0013 FP16 - CPU:
    ms
    FPS
TNN
Zstd Compression:
  19, Long Mode - Decompression Speed
  19, Long Mode - Compression Speed
  3 - Decompression Speed
  3 - Compression Speed
Redis:
  GET - 500
  SET - 1000
Stress-NG
Blender
libavif avifenc
Node.js V8 Web Tooling Benchmark
oneDNN
Node.js Express HTTP Load Test
OpenVINO:
  Person Detection FP16 - CPU:
    ms
    FPS
  Person Detection FP32 - CPU:
    ms
    FPS
  Face Detection FP16 - CPU:
    ms
    FPS
simdjson:
  PartialTweets
  DistinctUserID
Zstd Compression
simdjson
Renaissance
Dragonflydb:
  50 - 5:1
  50 - 1:5
  50 - 1:1
OpenVINO:
  Face Detection FP16-INT8 - CPU:
    ms
    FPS
Timed GDB GNU Debugger Compilation
Blender
OpenVINO:
  Machine Translation EN To DE FP16 - CPU:
    ms
    FPS
  Weld Porosity Detection FP16 - CPU:
    ms
    FPS
Redis
OpenVINO:
  Vehicle Detection FP16-INT8 - CPU:
    ms
    FPS
  Weld Porosity Detection FP16-INT8 - CPU:
    ms
    FPS
Stress-NG
GraphicsMagick:
  Sharpen
  Enhanced
  Swirl
7-Zip Compression:
  Decompression Rating
  Compression Rating
simdjson
Stress-NG
simdjson
oneDNN
x264
libavif avifenc
oneDNN
Unpacking The Linux Kernel
Stress-NG
WebP Image Encode
libavif avifenc
Zstd Compression:
  3, Long Mode - Decompression Speed
  8, Long Mode - Decompression Speed
  8, Long Mode - Compression Speed
Blender
DaCapo Benchmark
NAMD
Stress-NG:
  NUMA
  x86_64 RdRand
  IO_uring
  Forking
  Malloc
  Memory Copying
  MMAP
  SENDFILE
  CPU Stress
  Semaphores
  MEMFD
  Glibc Qsort Data Sorting
  Crypto
  Matrix Math
  Vector Math
libavif avifenc
GROMACS
Redis
SVT-HEVC
TNN
Blender
Redis
OpenSSL:
 
 
SVT-VP9
oneDNN
SVT-HEVC
ASTC Encoder
WebP Image Encode
DaCapo Benchmark
WebP Image Encode
SVT-AV1
ASTC Encoder
TNN
SVT-VP9:
  PSNR/SSIM Optimized - Bosphorus 4K
  VMAF Optimized - Bosphorus 4K
WebP Image Encode
libavif avifenc
oneDNN
SVT-AV1
ASTC Encoder
WebP Image Encode
ASTC Encoder
SVT-AV1
LAMMPS Molecular Dynamics Simulator
oneDNN