Core i9 13900K Linux Distros

Intel Core i9-13900K testing with a ASUS PRIME Z790-P WIFI (0602 BIOS) and AMD Radeon RX 6800 XT 16GB on Clear Linux OS 37600 via the Phoronix Test Suite.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2211066-NE-DISTROS7610
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AV1 2 Tests
C++ Boost Tests 4 Tests
Timed Code Compilation 4 Tests
C/C++ Compiler Tests 8 Tests
CPU Massive 23 Tests
Creator Workloads 19 Tests
Cryptocurrency Benchmarks, CPU Mining Tests 3 Tests
Cryptography 4 Tests
Database Test Suite 4 Tests
Desktop Graphics 2 Tests
Encoding 6 Tests
Finance 2 Tests
Fortran Tests 4 Tests
Game Development 3 Tests
HPC - High Performance Computing 17 Tests
Imaging 4 Tests
Java 3 Tests
Common Kernel Benchmarks 4 Tests
Machine Learning 6 Tests
Molecular Dynamics 4 Tests
MPI Benchmarks 3 Tests
Multi-Core 25 Tests
Node.js + NPM Tests 3 Tests
NVIDIA GPU Compute 6 Tests
Intel oneAPI 5 Tests
OpenMPI Tests 8 Tests
Programmer / Developer System Benchmarks 8 Tests
Python 3 Tests
Renderers 5 Tests
Scientific Computing 4 Tests
Software Defined Radio 2 Tests
Server 9 Tests
Server CPU Tests 19 Tests
Single-Threaded 6 Tests
Video Encoding 5 Tests
Common Workstation Benchmarks 2 Tests

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Ubuntu 22.10
November 02 2022
  1 Day, 1 Hour, 49 Minutes
Clear Linux
November 05 2022
  14 Hours, 3 Minutes
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  19 Hours, 56 Minutes
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Core i9 13900K Linux DistrosProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerOpenGLVulkanCompilerFile-SystemScreen ResolutionUbuntu 22.10Clear LinuxIntel Core i9-13900K (24 Cores / 32 Threads)ASUS PRIME Z790-P WIFI (0602 BIOS)Intel Device 7a2732GB1000GB Western Digital WDS100T1X0E-00AFY0AMD Radeon RX 6800 XT 16GB (2575/1000MHz)Realtek ALC897ASUS VP28URealtek RTL8125 2.5GbE + Intel Device 7a70Ubuntu 22.105.19.0-23-generic (x86_64)GNOME Shell 43.0X Server + Wayland4.6 Mesa 22.2.1 (LLVM 15.0.2 DRM 3.47)1.3.224GCC 12.2.0ext43840x2160Clear Linux OS 376006.0.7-1207.native (x86_64)X Server 1.21.1.44.6 Mesa 22.3.0-devel (LLVM 14.0.6 DRM 3.48)1.3.230GCC 12.2.1 20221031 releases/gcc-12.2.0-182-gfaac1fccd7 + Clang 14.0.6 + LLVM 14.0.6OpenBenchmarking.orgKernel Details- Ubuntu 22.10: Transparent Huge Pages: madvise- Clear Linux: Transparent Huge Pages: alwaysCompiler Details- Ubuntu 22.10: --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-U8K4Qv/gcc-12-12.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-12-U8K4Qv/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 - Clear Linux: --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 Processor Details- Ubuntu 22.10: Scaling Governor: intel_pstate powersave (EPP: balance_performance) - CPU Microcode: 0x10e - Thermald 2.5.1- Clear Linux: Scaling Governor: intel_pstate performance (EPP: performance) - CPU Microcode: 0x10e - Thermald 2.5.1Graphics Details- BAR1 / Visible vRAM Size: 16368 MB - vBIOS Version: 113-D4120500-101Java Details- Ubuntu 22.10: OpenJDK Runtime Environment (build 11.0.16+8-post-Ubuntu-0ubuntu1)- Clear Linux: OpenJDK Runtime Environment (build 18.0.2-internal+0-adhoc.mockbuild.corretto-18-18.0.2.9.1)Python Details- Ubuntu 22.10: Python 3.10.7- Clear Linux: Python 3.11.0Security Details- itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + 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 Environment Details- Clear Linux: 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,now -Wl,-z,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,now -Wl,-z,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" MESA_GLSL_CACHE_DISABLE=0 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,now -Wl,-z,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,now -Wl,-z,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""

Ubuntu 22.10 vs. Clear Linux ComparisonPhoronix Test SuiteBaseline+59.2%+59.2%+118.4%+118.4%+177.6%+177.6%236.8%186.7%107.4%65.7%60%48%46.6%45.9%45.7%44.1%43.2%39.9%38.7%37.7%32.7%31.5%30%29.9%29.5%29.3%28.3%25.3%24.7%21.8%21.6%21.6%21.2%20.5%20.1%19.7%19.6%19.3%19.1%19.1%18.2%16.7%16.5%15.5%14.4%12.9%12.8%12.1%12.1%12.1%11.3%10.8%10.3%10.2%9.9%9.7%9.4%9.3%8.8%8.7%8.3%7.8%7.5%7.5%7.5%7.2%7.1%7.1%7%6.6%6.3%6.3%6.2%6.2%6.2%6.2%6.2%5.9%5.9%5.8%5.8%5.5%5.4%5.3%5%5%4.7%4.7%4.7%4.6%4.1%4.1%3.9%3.6%3.6%3.6%3.6%3.5%3.3%3.3%3.2%3.1%2.9%2.6%2.5%2.5%2.4%2.4%2.3%2.2%2.2%2%2%ArcFace ResNet-100 - CPU - StandardS.V.M.PP.B.Sgoraytracenbodypython_startuppickle_pure_pythonH2floatcrypto_pyaeschaosP.P.BM.M.B.S.T - f32 - CPUsuper-resolution-10 - CPU - StandardCPU - BedroomSocket ActivityMalloc2to3regex_compiledjango_templateMemory CopyingCryptoIP Shapes 3D - f32 - CPUJPEG - 90JPEG - 80PNG - 90PNG - 80Scala DottyContext SwitchingpathlibA.S.Pyolov4 - CPU - StandardT.F.A.T.T17.9%8 - 256 - 57Redis - 50 - 1:1Repo OpenMP15.7%Savina Reactors.IOMEMFDGPT-2 - CPU - StandardC.S.TF.H.RD.B.s - f32 - CPUTime To Compileallmodconfig11.4%G.Q.D.S19, Long Mode - Compression SpeedMagi10.7%Redis - 50 - 1:10Timed Time - Size 1,000Default10.2%JythonG.A.U.J.FPNG - 100C240 BuckyballDefault3840 x 2160 - UltraBonds OpenMP8.4%Blake-2 S8.3%Q.1.LEP.C8.2%Forking8.2%Ringcoin8%19 - D.SMMAPApache Spark ALSRand ForestCPU Cache7.3%3840 x 2160 - HighMutex19, Long Mode - D.S1920 x 1080 - HighGarlicoin6.7%Q.1.L.H.C1.R.W.A.D.T.R1920 x 1080 - Ultra19 - Compression SpeedQuality 100libx265 - Livelibx265 - LiveD.R6.1%O.S6%libx265 - Platformlibx265 - Platformlibx265 - Video On Demandlibx265 - Video On DemandA.U.C.TFT.C5.4%Material Tester5.4%1 - Bosphorus 4K1.R.W.A.D.F.R.C.CFutex5.2%Apache Spark BayesALS Movie LensEP.D4.9%libx265 - Uploadlibx265 - Upload1.R.W.A.D.S.RSP.B4.7%SHA256IP Shapes 1D - f32 - CPU4.5%R.N.N.T - f32 - CPUOpenMP LavaMDT.B.TR.B.P.L.O3.7%bertsquad-12 - CPU - StandardRT.ldr_alb_nrm.3840x21603.6%json_loadsQ.1.H.CNUMAPreset 12 - Bosphorus 4KOpenMP - BM23.4%OpenMP - BM23.4%OpenMP LeukocyteIS.DSemaphores3.3%VMAF Optimized - Bosphorus 4Kdefconfig3.2%Redis - 50 - 10:1BT.C3%JPEG - 100Barbershop - CPU-Only2.6%LBC, LBRY CreditsLU.C2.5%OpenMP HotSpot3DSkeincoinlibx264 - Platformlibx264 - PlatformP.S.O - Bosphorus 4KPreset 4 - Bosphorus 4Klibx264 - Video On Demandlibx264 - Video On DemandONNX RuntimeStress-NGPHPBenchPyPerformancePyPerformancePyPerformancePyPerformancePyPerformanceDaCapo BenchmarkPyPerformancePyPerformancePyPerformanceLibRawoneDNNONNX RuntimeIndigoBenchStress-NGStress-NGPyPerformancePyPerformancePyPerformanceNode.js Express HTTP Load TestStress-NGStress-NGoneDNNJPEG XL libjxlJPEG XL libjxlJPEG XL libjxlJPEG XL libjxlRenaissanceStress-NGPyPerformanceRenaissanceONNX RuntimePyBenchHigh Performance Conjugate GradientLiquid-DSPmemtier_benchmarkFinanceBenchRenaissanceStress-NGONNX Runtimectx_clockRenaissanceoneDNNTimed Wasmer CompilationTimed Linux Kernel CompilationStress-NGZstd CompressionCpuminer-Optmemtier_benchmarkSQLite SpeedtestTimed CPython CompilationDaCapo BenchmarkRenaissanceJPEG XL libjxlNWChemWebP Image EncodeUnvanquishedFinanceBenchCpuminer-OptWebP Image EncodeNAS Parallel BenchmarksStress-NGCpuminer-OptZstd CompressionStress-NGRenaissanceRenaissanceStress-NGUnvanquishedStress-NGZstd CompressionUnvanquishedCpuminer-OptWebP Image EncodeQuantLibClickHouseUnvanquishedZstd CompressionWebP Image EncodeFFmpegFFmpeg7-Zip CompressionRodiniaFFmpegFFmpegFFmpegFFmpegRenaissanceNAS Parallel BenchmarksAppleseedSVT-HEVCClickHouseStress-NGRenaissanceRenaissanceNAS Parallel BenchmarksFFmpegFFmpegClickHouseNAS Parallel BenchmarksOpenSSLoneDNNoneDNNRodiniaRawTherapeeTimed CPython CompilationONNX RuntimeIntel Open Image DenoisePyPerformanceWebP Image EncodeStress-NGSVT-AV1miniBUDEminiBUDERodiniaNAS Parallel BenchmarksStress-NGSVT-VP9Timed Linux Kernel Compilationmemtier_benchmarkNAS Parallel BenchmarksJPEG XL libjxlBlenderCpuminer-OptNAS Parallel BenchmarksRodiniaCpuminer-OptFFmpegFFmpegSVT-VP9Node.js V8 Web Tooling BenchmarkSVT-AV1FFmpegFFmpegUbuntu 22.10Clear Linux

Core i9 13900K Linux Distrosstress-ng: System V Message Passingphpbench: PHP Benchmark Suitepyperformance: gopyperformance: raytracepyperformance: nbodypyperformance: python_startuppyperformance: pickle_pure_pythonpyperformance: floatpyperformance: crypto_pyaespyperformance: chaoslibraw: Post-Processing Benchmarkonnx: super-resolution-10 - CPU - Standardindigobench: CPU - Bedroomstress-ng: Mallocpyperformance: 2to3pyperformance: regex_compilepyperformance: django_templatenode-express-loadtest: stress-ng: Memory Copyingstress-ng: Cryptoonednn: IP Shapes 3D - f32 - CPUjpegxl: JPEG - 90jpegxl: JPEG - 80jpegxl: PNG - 90jpegxl: PNG - 80renaissance: Scala Dottystress-ng: Context Switchingpyperformance: pathlibrenaissance: Apache Spark PageRankonnx: yolov4 - CPU - Standardpybench: Total For Average Test Timeshpcg: liquid-dsp: 8 - 256 - 57renaissance: Savina Reactors.IOstress-ng: MEMFDonnx: GPT-2 - CPU - Standardctx-clock: Context Switch Timerenaissance: Finagle HTTP Requestsonednn: Deconvolution Batch shapes_1d - f32 - CPUbuild-wasmer: Time To Compilebuild-linux-kernel: allmodconfigstress-ng: Glibc Qsort Data Sortingcompress-zstd: 19, Long Mode - Compression Speedcpuminer-opt: Magimemtier-benchmark: Redis - 50 - 1:10sqlite-speedtest: Timed Time - Size 1,000build-python: Defaultdacapobench: Jythonrenaissance: Genetic Algorithm Using Jenetics + Futuresjpegxl: PNG - 100nwchem: C240 Buckyballwebp: Defaultunvanquished: 3840 x 2160 - Ultrawebp: Quality 100, Losslessnpb: EP.Cstress-ng: Forkingcpuminer-opt: Ringcoincompress-zstd: 19 - Decompression Speedstress-ng: MMAPrenaissance: Apache Spark ALSrenaissance: Rand Forestunvanquished: 3840 x 2160 - Highstress-ng: Mutexcompress-zstd: 19, Long Mode - Decompression Speedunvanquished: 1920 x 1080 - Highcpuminer-opt: Garlicoinwebp: Quality 100, Lossless, Highest Compressionquantlib: clickhouse: 100M Rows Web Analytics Dataset, Third Rununvanquished: 1920 x 1080 - Ultracompress-zstd: 19 - Compression Speedwebp: Quality 100ffmpeg: libx265 - Liveffmpeg: libx265 - Livecompress-7zip: Decompression Ratingrodinia: OpenMP Streamclusterffmpeg: libx265 - Platformffmpeg: libx265 - Platformffmpeg: libx265 - Video On Demandffmpeg: libx265 - Video On Demandrenaissance: Akka Unbalanced Cobwebbed Treeappleseed: Material Testersvt-hevc: 1 - Bosphorus 4Kclickhouse: 100M Rows Web Analytics Dataset, First Run / Cold Cacherenaissance: Apache Spark Bayesrenaissance: ALS Movie Lensnpb: EP.Dffmpeg: libx265 - Uploadffmpeg: libx265 - Uploadclickhouse: 100M Rows Web Analytics Dataset, Second Runnpb: SP.Bopenssl: SHA256onednn: IP Shapes 1D - f32 - CPUonednn: Recurrent Neural Network Training - f32 - CPUrodinia: OpenMP LavaMDrawtherapee: Total Benchmark Timebuild-python: Released Build, PGO + LTO Optimizedonnx: bertsquad-12 - CPU - Standardoidn: RT.ldr_alb_nrm.3840x2160pyperformance: json_loadswebp: Quality 100, Highest Compressionstress-ng: NUMAsvt-av1: Preset 12 - Bosphorus 4Kminibude: OpenMP - BM2minibude: OpenMP - BM2rodinia: OpenMP Leukocytenpb: IS.Dstress-ng: Semaphoresbuild-linux-kernel: defconfigmemtier-benchmark: Redis - 50 - 10:1npb: BT.Cjpegxl: JPEG - 100blender: Barbershop - CPU-Onlycpuminer-opt: LBC, LBRY Creditsnpb: LU.Crodinia: OpenMP HotSpot3Dcpuminer-opt: Skeincoinffmpeg: libx264 - Platformffmpeg: libx264 - Platformsvt-vp9: PSNR/SSIM Optimized - Bosphorus 4Knode-web-tooling: svt-av1: Preset 4 - Bosphorus 4Kffmpeg: libx264 - Video On Demandffmpeg: libx264 - Video On Demandnamd: ATPase Simulation - 327,506 Atomscpuminer-opt: Deepcoinffmpeg: libx264 - Uploadffmpeg: libx264 - Uploadonednn: Recurrent Neural Network Inference - f32 - CPUindigobench: CPU - Supercarffmpeg: libx264 - Livetesseract: 3840 x 2160ffmpeg: libx264 - Livesvt-vp9: Visual Quality Optimized - Bosphorus 4Konednn: Deconvolution Batch shapes_3d - f32 - CPUsvt-av1: Preset 10 - Bosphorus 4Kstress-ng: Glibc C String Functionswarsow: 1920 x 1080appleseed: Emilycpuminer-opt: scryptstress-ng: Vector Mathopenssl: RSA4096svt-av1: Preset 8 - Bosphorus 4Kappleseed: Disney Materialstress-ng: SENDFILEnpb: SP.Copenradioss: Bumper Beamcpuminer-opt: x25xrodinia: OpenMP CFD Solvergromacs: MPI CPU - water_GMX50_bareblender: Classroom - CPU-Onlycpuminer-opt: Quad SHA-256, Pyritesvt-hevc: 7 - Bosphorus 4Kopenradioss: Bird Strike on Windshieldopenvkl: vklBenchmark ISPCopenradioss: Rubber O-Ring Seal Installationv-ray: CPUcpuminer-opt: Triple SHA-256, Onecoinstress-ng: IO_uringstress-ng: CPU Stressonednn: Convolution Batch Shapes Auto - f32 - CPUnpb: MG.Cminibude: OpenMP - BM1minibude: OpenMP - BM1stress-ng: Matrix Mathopenradioss: Cell Phone Drop Testcompress-7zip: Compression Ratingtesseract: 1920 x 1080blender: Pabellon Barcelona - CPU-Onlyopenssl: RSA4096blender: BMW27 - CPU-Onlystress-ng: x86_64 RdRandnpb: CG.Cblender: Fishy Cat - CPU-Onlynginx: 1000nginx: 500nginx: 200nginx: 100cloudsuite-ma: cloudsuite-ga: encodec: 1.5 kbpsencodec: 24 kbpsencodec: 6 kbpsencodec: 3 kbpsonnx: fcn-resnet101-11 - CPU - Standardopenvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUopenvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUopenvino: Age Gender Recognition Retail 0013 FP16 - CPUopenvino: Age Gender Recognition Retail 0013 FP16 - CPUopenvino: Person Vehicle Bike Detection FP16 - CPUopenvino: Person Vehicle Bike Detection FP16 - CPUopenvino: Weld Porosity Detection FP16-INT8 - CPUopenvino: Weld Porosity Detection FP16-INT8 - CPUopenvino: Machine Translation EN To DE FP16 - CPUopenvino: Machine Translation EN To DE FP16 - CPUopenvino: Weld Porosity Detection FP16 - CPUopenvino: Weld Porosity Detection FP16 - CPUopenvino: Vehicle Detection FP16-INT8 - CPUopenvino: Vehicle Detection FP16-INT8 - CPUopenvino: Face Detection FP16-INT8 - CPUopenvino: Face Detection FP16-INT8 - CPUopenvino: Vehicle Detection FP16 - CPUopenvino: Vehicle Detection FP16 - CPUopenvino: Person Detection FP32 - CPUopenvino: Person Detection FP32 - CPUopenvino: Person Detection FP16 - CPUopenvino: Person Detection FP16 - CPUopenvino: Face Detection FP16 - CPUopenvino: Face Detection FP16 - CPUspacy: en_core_web_trfspacy: en_core_web_lgdeepsparse: NLP Token Classification, BERT base uncased conll2003 - Synchronous Single-Streamdeepsparse: NLP Token Classification, BERT base uncased conll2003 - Synchronous Single-Streamdeepsparse: NLP Token Classification, BERT base uncased conll2003 - Asynchronous Multi-Streamdeepsparse: NLP Token Classification, BERT base uncased conll2003 - Asynchronous Multi-Streamdeepsparse: NLP Text Classification, BERT base uncased SST2 - Synchronous Single-Streamdeepsparse: NLP Text Classification, BERT base uncased SST2 - Synchronous Single-Streamdeepsparse: NLP Text Classification, BERT base uncased SST2 - Asynchronous Multi-Streamdeepsparse: NLP Text Classification, BERT base uncased SST2 - Asynchronous Multi-Streamdeepsparse: NLP Text Classification, DistilBERT mnli - Synchronous Single-Streamdeepsparse: NLP Text Classification, DistilBERT mnli - Synchronous Single-Streamdeepsparse: NLP Text Classification, DistilBERT mnli - Asynchronous Multi-Streamdeepsparse: NLP Text Classification, DistilBERT mnli - Asynchronous Multi-Streamdeepsparse: CV Classification, ResNet-50 ImageNet - Synchronous Single-Streamdeepsparse: CV Classification, ResNet-50 ImageNet - Synchronous Single-Streamdeepsparse: CV Classification, ResNet-50 ImageNet - Asynchronous Multi-Streamdeepsparse: CV Classification, ResNet-50 ImageNet - Asynchronous Multi-Streamdeepsparse: CV Detection,YOLOv5s COCO - Synchronous Single-Streamdeepsparse: CV Detection,YOLOv5s COCO - Synchronous Single-Streamdeepsparse: CV Detection,YOLOv5s COCO - Asynchronous Multi-Streamdeepsparse: CV Detection,YOLOv5s COCO - Asynchronous Multi-Streamdeepsparse: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Synchronous Single-Streamdeepsparse: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Synchronous Single-Streamdeepsparse: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Asynchronous Multi-Streamdeepsparse: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Asynchronous Multi-Streamdeepsparse: NLP Document Classification, oBERT base uncased on IMDB - Synchronous Single-Streamdeepsparse: NLP Document Classification, oBERT base uncased on IMDB - Synchronous Single-Streamdeepsparse: NLP Document Classification, oBERT base uncased on IMDB - Asynchronous Multi-Streamdeepsparse: NLP Document Classification, oBERT base uncased on IMDB - Asynchronous Multi-Streamtensorflow: CPU - 512 - GoogLeNettensorflow: CPU - 256 - ResNet-50tensorflow: CPU - 256 - GoogLeNettensorflow: CPU - 64 - ResNet-50tensorflow: CPU - 64 - GoogLeNettensorflow: CPU - 32 - ResNet-50tensorflow: CPU - 32 - GoogLeNettensorflow: CPU - 16 - ResNet-50tensorflow: CPU - 16 - GoogLeNettensorflow: CPU - 512 - AlexNettensorflow: CPU - 256 - AlexNettensorflow: CPU - 64 - AlexNettensorflow: CPU - 32 - AlexNettensorflow: CPU - 16 - AlexNethammerdb-mariadb: 64 - 250hammerdb-mariadb: 64 - 250hammerdb-mariadb: 64 - 100hammerdb-mariadb: 64 - 100hammerdb-mariadb: 32 - 250hammerdb-mariadb: 32 - 250hammerdb-mariadb: 32 - 100hammerdb-mariadb: 32 - 100hammerdb-mariadb: 16 - 250hammerdb-mariadb: 16 - 250hammerdb-mariadb: 16 - 100hammerdb-mariadb: 16 - 100hammerdb-mariadb: 8 - 250hammerdb-mariadb: 8 - 250hammerdb-mariadb: 8 - 100hammerdb-mariadb: 8 - 100spark: 1000000 - 500 - Broadcast Inner Join Test Timespark: 1000000 - 500 - Repartition Test Timespark: 1000000 - 500 - Group By Test Timespark: 1000000 - 500 - Calculate Pi Benchmark Using Dataframespark: 1000000 - 500 - Calculate Pi Benchmarkspark: 1000000 - 500 - SHA-512 Benchmark Timespark: 1000000 - 100 - Broadcast Inner Join Test Timespark: 1000000 - 100 - Repartition Test Timespark: 1000000 - 100 - Group By Test Timespark: 1000000 - 100 - Calculate Pi Benchmark Using Dataframespark: 1000000 - 100 - Calculate Pi Benchmarkspark: 1000000 - 100 - SHA-512 Benchmark Timeospray-studio: 3 - 1080p - 32 - Path Tracerospray-studio: 1 - 1080p - 32 - Path Tracerospray-studio: 3 - 1080p - 1 - Path Tracerospray-studio: 1 - 1080p - 1 - Path Tracerospray-studio: 3 - 4K - 32 - Path Tracerospray-studio: 1 - 4K - 32 - Path Tracerospray-studio: 3 - 4K - 1 - Path Tracerospray-studio: 1 - 4K - 1 - Path Tracerbuild-nodejs: Time To Compilestargate: 96000 - 1024stargate: 44100 - 1024stargate: 96000 - 512stargate: 44100 - 512aom-av1: Speed 10 Realtime - Bosphorus 4Kaom-av1: Speed 9 Realtime - Bosphorus 4Kaom-av1: Speed 8 Realtime - Bosphorus 4Kaom-av1: Speed 6 Realtime - Bosphorus 4Ksrsran: 5G PHY_DL_NR Test 52 PRB SISO 64-QAMsrsran: 5G PHY_DL_NR Test 52 PRB SISO 64-QAMsrsran: 4G PHY_DL_Test 100 PRB SISO 256-QAMsrsran: 4G PHY_DL_Test 100 PRB SISO 256-QAMsrsran: 4G PHY_DL_Test 100 PRB MIMO 256-QAMsrsran: 4G PHY_DL_Test 100 PRB MIMO 256-QAMsrsran: 4G PHY_DL_Test 100 PRB SISO 64-QAMsrsran: 4G PHY_DL_Test 100 PRB SISO 64-QAMsrsran: 4G PHY_DL_Test 100 PRB MIMO 64-QAMsrsran: 4G PHY_DL_Test 100 PRB MIMO 64-QAMsrsran: OFDM_Testrenaissance: In-Memory Database Shootoutdacapobench: Tradebeansdacapobench: Tradesoapjava-gradle-perf: Reactorchia-vdf: Square Assembly Optimizedchia-vdf: Square Plain C++xmrig: Wownero - 1Mxmrig: Monero - 1Mopenfoam: drivaerFastback, Small Mesh Size - Execution Timeopenfoam: drivaerFastback, Small Mesh Size - Mesh Timepolyhedron: mp_prop_designpolyhedron: test_fpu2polyhedron: gas_dyn2polyhedron: fatigue2polyhedron: channel2polyhedron: capacitapolyhedron: proteinpolyhedron: induct2polyhedron: rnflowpolyhedron: aermodpolyhedron: tfft2polyhedron: linpkpolyhedron: doducpolyhedron: mdbxpolyhedron: airpolyhedron: acxonotic: 3840 x 2160 - Ultimatexonotic: 1920 x 1080 - Ultimatexonotic: 3840 x 2160 - Ultraxonotic: 1920 x 1080 - Ultrawarsow: 3840 x 2160pyhpc: CPU - Numpy - 16384 - Isoneutral Mixingpyhpc: CPU - Numpy - 16384 - Equation of Stateonnx: ArcFace ResNet-100 - CPU - Standardstress-ng: Socket Activitystress-ng: CPU Cachestress-ng: Atomicstress-ng: Futexmemtier-benchmark: Redis - 50 - 1:1financebench: Bonds OpenMPfinancebench: Repo OpenMPspark: 1000000 - 500 - Inner Join Test Timespark: 1000000 - 100 - Inner Join Test Timecpuminer-opt: Blake-2 Sonednn: Matrix Multiply Batch Shapes Transformer - f32 - CPUsvt-vp9: VMAF Optimized - Bosphorus 4Ksvt-hevc: 10 - Bosphorus 4Kdacapobench: H2npb: FT.CUbuntu 22.10Clear Linux13432520.51161759611220861.47.3919746.750.744.970.3268424.05136241645.5915882.122.2181477385.3942378.794.0792313.0913.2513.4313.58454.314703175.328.771902.768747410.15498597466674193.82049.37105781321992.67.6313230.245454.880411.3950.91176.023456218.1832.80612.02917101063.31.064268.424.98664.72.303262.42113514.435423.944758.3742.412026.4384.5665.916748823.884887.7683.93496.700.915198.7308.97671.380.516.1627.74182.081399817.297116.3065.1465.12116.327183.490.7757785.79301.66693.87650.33049.5331.9679.00307.6522786.60359569992331.904302150.8384.64532.346171.50212100.5711.55.00681.80216.517570.62322.82549.9761263.163538392.4141.3963127334.7549771.291.05576.355255053311.8949.66015634399.2976.29155.1926.333.00476.3299.250.609821852019.48129.6191382871112.8211.80214.30896.0168353.24123.493.44347147.8674307014.94965.8164.939996333.58119832.035496.977.25684.859545588014.9415473.90114.661128.006.1681.414147.64198680105.39183.75161108.622873443446027676.3351634.545.7722824905.50414.59116.584109789.4268.10182153999.4426178.95358806.751.6182767.768583.0375.32192021.95203069.78205841.24204910.4610160998518.54821.85519.30319.1821330.7233018.171.6414593.7110.96728.9114.631638.99125.9763.4851.14468.508.72916.05438.2318.2321.43372.852238.023.552222.923.581570.465.0825232085590.480911.0518964.435512.185624.797040.3232227.141452.544012.492580.0283115.3492103.896610.349796.586078.2359153.127317.590056.8329159.940974.686031.070632.1822236.601550.395390.049511.1047967.893312.0497109.3437.06109.1037.68111.2038.51113.1639.70117.39264.59256.55235.17206.94162.47893323844090768390638286135682883153800886541371408627737182721633103889121382360.791.092.443.2652.242.030.771.022.633.4551.761.9946495390371473124218757915718557584831256.7014.8546956.4228354.8184256.14535386.5285.3466.0544.87107.6224.3242.6683.7199.2677.5233.3633.1182.0624.91956000001957.916891638142.79826906725293316463.29652.5151.3448427.34309425.7713.9925.8321.8829.35.136.9311.079.542.7712.11.343.383.020.933.77527.8571544540.6037083692.0609456696.9289392951.30.0040.00159824287.0798.77344361.753538590.313124943.7230942.00716219315.8294270.950.937655871.492836142.19202.12209122382.8138506364.42335542367.613041.55.0413532.435.432.197.5690795.32847064332.5112263.517.3227359212.0651626.593.3535415.9216.0616.1816.31379.617592139.667.351597.88184018.6154710031200003631.02343.51119421171777.56.8083626.991506.574457.7956.41061.903811036.8729.75713.2591556969.41.163905.527.17722.62.493015.68104947.275020.195127.1798.151885.4357.8713.917946052.045235.9731.83275.840.975528.4328.44713.085.517.1626.13193.281319947.732109.7769.0168.89109.966805.995.6562276.10317.57660.97288.72906.9433.4775.44322.0721769.33376222378971.989412065.8181.32231.119177.80212540.5511.15.18706.16224.038551.79422.07248.3691304.963426675.9942.7023223992.9148313.691.08591.515389751989.8948.43116018196.9678.12158.7326.903.06977.8597.310.621531887019.84127.2914160121132.5411.98814.08909.8748358.59121.673.39332149.9234366568.31953.3162.829596337.82118329.565428.976.30283.817401595183.1715318.83113.521138.856.2271.401146.41200287106.10184.96162108.002858743666327808.5351871.915.7532924835.87415.68416.627110071.3867.93181805998.3240178.79358535.251.5882742.798580.5075.331330.0040.001201431581.6092.05341748.623363240.613639054.0633544.89101622344.2582037066201.08446146.71201.71143521228.75OpenBenchmarking.org

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 0.14.06Test: System V Message PassingUbuntu 22.10Clear Linux8M16M24M32M40MSE +/- 181986.71, N = 3SE +/- 11801.23, N = 313432520.5138506364.42-lapparmor -lsctp-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -laio1. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -latomic -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lrt -lz -pthread

PHPBench

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

OpenBenchmarking.orgScore, More Is BetterPHPBench 0.8.1PHP Benchmark SuiteUbuntu 22.10Clear Linux700K1400K2100K2800K3500KSE +/- 2367.31, N = 3SE +/- 5678.93, N = 316175963355423

PyPerformance

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

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: goUbuntu 22.10Clear Linux306090120150SE +/- 0.33, N = 3SE +/- 0.03, N = 3112.067.6

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: raytraceUbuntu 22.10Clear Linux50100150200250SE +/- 0.88, N = 3SE +/- 0.00, N = 3208130

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: nbodyUbuntu 22.10Clear Linux1428425670SE +/- 0.32, N = 3SE +/- 0.25, N = 361.441.5

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: python_startupUbuntu 22.10Clear Linux246810SE +/- 0.04, N = 3SE +/- 0.00, N = 37.395.04

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pickle_pure_pythonUbuntu 22.10Clear Linux4080120160200SE +/- 0.67, N = 3SE +/- 0.00, N = 3197135

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: floatUbuntu 22.10Clear Linux1122334455SE +/- 0.10, N = 3SE +/- 0.00, N = 346.732.4

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: crypto_pyaesUbuntu 22.10Clear Linux1122334455SE +/- 0.15, N = 3SE +/- 0.03, N = 350.735.4

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: chaosUbuntu 22.10Clear Linux1020304050SE +/- 0.13, N = 3SE +/- 0.06, N = 344.932.1

LibRaw

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

OpenBenchmarking.orgMpix/sec, More Is BetterLibRaw 0.20Post-Processing BenchmarkUbuntu 22.10Clear Linux20406080100SE +/- 0.39, N = 3SE +/- 0.64, N = 370.3297.56-O2-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CXX) g++ options: -fopenmp -ljpeg -lz -lm

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: StandardUbuntu 22.10Clear Linux2K4K6K8K10KSE +/- 2.84, N = 3SE +/- 21.86, N = 368429079-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -flto=auto -fno-fat-lto-objects -ldl -lrt

IndigoBench

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

OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: CPU - Scene: BedroomUbuntu 22.10Clear Linux1.19882.39763.59644.79525.994SE +/- 0.040, N = 3SE +/- 0.057, N = 34.0515.328

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 0.14.06Test: MallocUbuntu 22.10Clear Linux10M20M30M40M50MSE +/- 149024.22, N = 3SE +/- 102140.32, N = 336241645.5947064332.51-lapparmor -lsctp-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -laio1. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -latomic -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lrt -lz -pthread

PyPerformance

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

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: 2to3Ubuntu 22.10Clear Linux306090120150SE +/- 0.58, N = 3SE +/- 0.00, N = 3158122

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: regex_compileUbuntu 22.10Clear Linux20406080100SE +/- 0.30, N = 3SE +/- 0.09, N = 382.163.5

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: django_templateUbuntu 22.10Clear Linux510152025SE +/- 0.06, N = 3SE +/- 0.03, N = 322.217.3

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 22.10Clear Linux5K10K15K20K25KSE +/- 43.21, N = 3SE +/- 196.47, N = 818147227351. Nodejs

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 0.14.06Test: Memory CopyingUbuntu 22.10Clear Linux2K4K6K8K10KSE +/- 10.70, N = 3SE +/- 105.79, N = 47385.399212.06-lapparmor -lsctp-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -laio1. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -latomic -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lrt -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: CryptoUbuntu 22.10Clear Linux11K22K33K44K55KSE +/- 294.46, N = 15SE +/- 228.79, N = 342378.7951626.59-lapparmor -lsctp-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -laio1. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -latomic -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lrt -lz -pthread

oneDNN

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.7Harness: IP Shapes 3D - Data Type: f32 - Engine: CPUUbuntu 22.10Clear Linux0.91781.83562.75343.67124.589SE +/- 0.02741, N = 3SE +/- 0.00599, N = 34.079233.35354MIN: 4.01-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -lpthread - MIN: 3.221. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl

JPEG XL libjxl

The JPEG XL Image Coding System is designed to provide next-generation JPEG image capabilities with JPEG XL offering better image quality and compression over legacy JPEG. This test profile is currently focused on the multi-threaded JPEG XL image encode performance using the reference libjxl library. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMP/s, More Is BetterJPEG XL libjxl 0.7Input: JPEG - Quality: 90Ubuntu 22.10Clear Linux48121620SE +/- 0.01, N = 3SE +/- 0.05, N = 313.0915.92-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CXX) g++ options: -fno-rtti -funwind-tables -O3 -O2 -fPIE -pie -lm -latomic

OpenBenchmarking.orgMP/s, More Is BetterJPEG XL libjxl 0.7Input: JPEG - Quality: 80Ubuntu 22.10Clear Linux48121620SE +/- 0.02, N = 3SE +/- 0.05, N = 313.2516.06-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CXX) g++ options: -fno-rtti -funwind-tables -O3 -O2 -fPIE -pie -lm -latomic

OpenBenchmarking.orgMP/s, More Is BetterJPEG XL libjxl 0.7Input: PNG - Quality: 90Ubuntu 22.10Clear Linux48121620SE +/- 0.01, N = 3SE +/- 0.01, N = 313.4316.18-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CXX) g++ options: -fno-rtti -funwind-tables -O3 -O2 -fPIE -pie -lm -latomic

OpenBenchmarking.orgMP/s, More Is BetterJPEG XL libjxl 0.7Input: PNG - Quality: 80Ubuntu 22.10Clear Linux48121620SE +/- 0.01, N = 3SE +/- 0.02, N = 313.5816.31-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CXX) g++ options: -fno-rtti -funwind-tables -O3 -O2 -fPIE -pie -lm -latomic

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: Scala DottyUbuntu 22.10Clear Linux100200300400500SE +/- 6.59, N = 15SE +/- 1.90, N = 3454.3379.6MIN: 344.62 / MAX: 815.12MIN: 316.44 / MAX: 567.07

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 0.14.06Test: Context SwitchingUbuntu 22.10Clear Linux4M8M12M16M20MSE +/- 181309.12, N = 4SE +/- 234990.96, N = 1514703175.3217592139.66-lapparmor -lsctp-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -laio1. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -latomic -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lrt -lz -pthread

PyPerformance

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

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pathlibUbuntu 22.10Clear Linux246810SE +/- 0.02, N = 3SE +/- 0.01, N = 38.777.35

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 PageRankUbuntu 22.10Clear Linux400800120016002000SE +/- 15.45, N = 9SE +/- 19.33, N = 31902.71597.8MIN: 1741.39 / MAX: 1997.09MIN: 1448.14 / MAX: 1649.56

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: StandardUbuntu 22.10Clear Linux2004006008001000SE +/- 0.29, N = 3SE +/- 0.44, N = 3687818-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -flto=auto -fno-fat-lto-objects -ldl -lrt

PyBench

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

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyBench 2018-02-16Total For Average Test TimesUbuntu 22.10Clear Linux100200300400500SE +/- 0.33, N = 3SE +/- 0.33, N = 3474401

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 22.10Clear Linux3691215SE +/- 0.01984, N = 3SE +/- 0.02143, N = 310.154908.61547-lmpi_cxx1. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -lmpi

Liquid-DSP

LiquidSDR's Liquid-DSP is a software-defined radio (SDR) digital signal processing library. This test profile runs a multi-threaded benchmark of this SDR/DSP library focused on embedded platform usage. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 2021.01.31Threads: 8 - Buffer Length: 256 - Filter Length: 57Ubuntu 22.10Clear Linux200M400M600M800M1000MSE +/- 10982623.14, N = 3SE +/- 11825345.66, N = 38597466671003120000-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

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 22.10Clear Linux9001800270036004500SE +/- 48.71, N = 3SE +/- 16.40, N = 34193.83631.0MIN: 4126.1 / MAX: 6173.56MIN: 3609.72 / MAX: 5141.58

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 0.14.06Test: MEMFDUbuntu 22.10Clear Linux5001000150020002500SE +/- 18.36, N = 3SE +/- 0.73, N = 32049.372343.51-lapparmor -lsctp-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -laio1. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -latomic -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -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: GPT-2 - Device: CPU - Executor: StandardUbuntu 22.10Clear Linux3K6K9K12K15KSE +/- 19.87, N = 3SE +/- 93.02, N = 121057811942-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -flto=auto -fno-fat-lto-objects -ldl -lrt

ctx_clock

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

OpenBenchmarking.orgClocks, Fewer Is Betterctx_clockContext Switch TimeUbuntu 22.10Clear Linux306090120150SE +/- 0.00, N = 3SE +/- 0.67, N = 3132117-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CC) gcc options:

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 22.10Clear Linux400800120016002000SE +/- 22.11, N = 3SE +/- 14.31, N = 131992.61777.5MIN: 1796.31 / MAX: 2233.14MIN: 1478.87 / MAX: 2208.28

oneDNN

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.7Harness: Deconvolution Batch shapes_1d - Data Type: f32 - Engine: CPUUbuntu 22.10Clear Linux246810SE +/- 0.10591, N = 15SE +/- 0.05951, N = 87.631326.80836MIN: 2.84-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -lpthread - MIN: 2.471. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl

Timed Wasmer Compilation

This test times how long it takes to compile Wasmer. Wasmer is written in the Rust programming language and is a WebAssembly runtime implementation that supports WASI and EmScripten. This test profile builds Wasmer with the Cranelift and Singlepast compiler features enabled. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Wasmer Compilation 2.3Time To CompileUbuntu 22.10Clear Linux714212835SE +/- 0.20, N = 3SE +/- 0.32, N = 330.2526.991. (CC) gcc options: -m64 -ldl -lgcc_s -lutil -lrt -lpthread -lm -lc -pie -nodefaultlibs

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: allmodconfigUbuntu 22.10Clear Linux110220330440550SE +/- 0.43, N = 3SE +/- 0.35, N = 3454.88506.57

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 0.14.06Test: Glibc Qsort Data SortingUbuntu 22.10Clear Linux100200300400500SE +/- 0.68, N = 3SE +/- 2.71, N = 3411.39457.79-lapparmor -lsctp-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -laio1. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -latomic -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lrt -lz -pthread

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 - Compression SpeedUbuntu 22.10Clear Linux1326395265SE +/- 0.40, N = 3SE +/- 0.10, N = 350.956.41. *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***

Cpuminer-Opt

Cpuminer-Opt is a fork of cpuminer-multi that carries a wide range of CPU performance optimizations for measuring the potential cryptocurrency mining performance of the CPU/processor with a wide variety of cryptocurrencies. The benchmark reports the hash speed for the CPU mining performance for the selected cryptocurrency. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.20.3Algorithm: MagiUbuntu 22.10Clear Linux30060090012001500SE +/- 4.42, N = 3SE +/- 7.74, N = 31176.021061.90-O2-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CXX) g++ options: -lcurl -lz -lpthread -lssl -lcrypto -lgmp

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: 1:10Ubuntu 22.10Clear Linux800K1600K2400K3200K4000KSE +/- 41614.46, N = 3SE +/- 30336.93, N = 153456218.183811036.871. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

SQLite Speedtest

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

OpenBenchmarking.orgSeconds, Fewer Is BetterSQLite Speedtest 3.30Timed Time - Size 1,000Ubuntu 22.10Clear Linux816243240SE +/- 0.03, N = 3SE +/- 0.02, N = 332.8129.76-O2-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CC) gcc options: -lz

Timed CPython Compilation

This test times how long it takes to build the reference Python implementation, CPython, with optimizations and LTO enabled for a release build. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed CPython Compilation 3.10.6Build Configuration: DefaultUbuntu 22.10Clear Linux369121512.0313.26

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: JythonUbuntu 22.10Clear Linux400800120016002000SE +/- 8.38, N = 4SE +/- 9.63, N = 417101556

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: Genetic Algorithm Using Jenetics + FuturesUbuntu 22.10Clear Linux2004006008001000SE +/- 8.08, N = 15SE +/- 2.62, N = 31063.3969.4MIN: 960.83 / MAX: 1135.87MIN: 930.74 / MAX: 1016.31

JPEG XL libjxl

The JPEG XL Image Coding System is designed to provide next-generation JPEG image capabilities with JPEG XL offering better image quality and compression over legacy JPEG. This test profile is currently focused on the multi-threaded JPEG XL image encode performance using the reference libjxl library. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMP/s, More Is BetterJPEG XL libjxl 0.7Input: PNG - Quality: 100Ubuntu 22.10Clear Linux0.2610.5220.7831.0441.305SE +/- 0.00, N = 3SE +/- 0.00, N = 31.061.16-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CXX) g++ options: -fno-rtti -funwind-tables -O3 -O2 -fPIE -pie -lm -latomic

NWChem

NWChem is an open-source high performance computational chemistry package. Per NWChem's documentation, "NWChem aims to provide its users with computational chemistry tools that are scalable both in their ability to treat large scientific computational chemistry problems efficiently, and in their use of available parallel computing resources from high-performance parallel supercomputers to conventional workstation clusters." Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterNWChem 7.0.2Input: C240 BuckyballUbuntu 22.10Clear Linux90018002700360045004268.43905.5-lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lz1. (F9X) gfortran options: -lnwctask -lccsd -lmcscf -lselci -lmp2 -lmoints -lstepper -ldriver -loptim -lnwdft -lgradients -lcphf -lesp -lddscf -ldangchang -lguess -lhessian -lvib -lnwcutil -lrimp2 -lproperty -lsolvation -lnwints -lprepar -lnwmd -lnwpw -lofpw -lpaw -lpspw -lband -lnwpwlib -lcafe -lspace -lanalyze -lqhop -lpfft -ldplot -ldrdy -lvscf -lqmmm -lqmd -letrans -ltce -lbq -lmm -lcons -lperfm -ldntmc -lccca -ldimqm -lga -larmci -lpeigs -l64to32 -lopenblas -lpthread -lrt -llapack -lnwcblas -lmpi_usempif08 -lmpi_mpifh -lmpi -lm -lcomex -m64 -ffast-math -std=legacy -fdefault-integer-8 -finline-functions -O2

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.orgMP/s, More Is BetterWebP Image Encode 1.2.4Encode Settings: DefaultUbuntu 22.10Clear Linux612182430SE +/- 0.28, N = 3SE +/- 0.01, N = 324.9827.17-O2-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CC) gcc options: -fvisibility=hidden -lm

Unvanquished

Unvanquished is a modern fork of the Tremulous first person shooter. Unvanquished is powered by the Daemon engine, a combination of the ioquake3 (id Tech 3) engine with the graphically-beautiful XreaL engine. Unvanquished supports a modern OpenGL 3 renderer and other advanced graphics features for this open-source, cross-platform shooter game. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterUnvanquished 0.53Resolution: 3840 x 2160 - Effects Quality: UltraUbuntu 22.10Clear Linux160320480640800SE +/- 0.21, N = 3SE +/- 0.37, N = 3664.7722.6

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.orgMP/s, More Is BetterWebP Image Encode 1.2.4Encode Settings: Quality 100, LosslessUbuntu 22.10Clear Linux0.56031.12061.68092.24122.8015SE +/- 0.00, N = 3SE +/- 0.00, N = 32.302.49-O2-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CC) gcc options: -fvisibility=hidden -lm

NAS Parallel Benchmarks

NPB, NAS Parallel Benchmarks, is a benchmark developed by NASA for high-end computer systems. This test profile currently uses the MPI version of NPB. This test profile offers selecting the different NPB tests/problems and varying problem sizes. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: EP.CUbuntu 22.10Clear Linux7001400210028003500SE +/- 0.66, N = 3SE +/- 15.61, N = 33262.423015.68-lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi2. Ubuntu 22.10: Open MPI 4.1.43. Clear Linux: 3.2

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 0.14.06Test: ForkingUbuntu 22.10Clear Linux20K40K60K80K100KSE +/- 721.90, N = 3SE +/- 1444.59, N = 3113514.43104947.27-lapparmor -lsctp-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -laio1. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -latomic -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lrt -lz -pthread

Cpuminer-Opt

Cpuminer-Opt is a fork of cpuminer-multi that carries a wide range of CPU performance optimizations for measuring the potential cryptocurrency mining performance of the CPU/processor with a wide variety of cryptocurrencies. The benchmark reports the hash speed for the CPU mining performance for the selected cryptocurrency. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.20.3Algorithm: RingcoinUbuntu 22.10Clear Linux12002400360048006000SE +/- 21.91, N = 3SE +/- 20.28, N = 35423.945020.19-O2-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CXX) g++ options: -lcurl -lz -lpthread -lssl -lcrypto -lgmp

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 22.10Clear Linux11002200330044005500SE +/- 0.18, N = 3SE +/- 2.86, N = 34758.35127.11. *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***

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 0.14.06Test: MMAPUbuntu 22.10Clear Linux2004006008001000SE +/- 1.45, N = 3SE +/- 2.00, N = 3742.41798.15-lapparmor -lsctp-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -laio1. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -latomic -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lrt -lz -pthread

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 ALSUbuntu 22.10Clear Linux400800120016002000SE +/- 6.70, N = 3SE +/- 15.22, N = 32026.41885.4MIN: 1949.41 / MAX: 2109.84MIN: 1818.73 / MAX: 2024.91

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Random ForestUbuntu 22.10Clear Linux80160240320400SE +/- 0.53, N = 3SE +/- 3.01, N = 3384.5357.8MIN: 357.94 / MAX: 465.15MIN: 334.23 / MAX: 408.79

Unvanquished

Unvanquished is a modern fork of the Tremulous first person shooter. Unvanquished is powered by the Daemon engine, a combination of the ioquake3 (id Tech 3) engine with the graphically-beautiful XreaL engine. Unvanquished supports a modern OpenGL 3 renderer and other advanced graphics features for this open-source, cross-platform shooter game. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterUnvanquished 0.53Resolution: 3840 x 2160 - Effects Quality: HighUbuntu 22.10Clear Linux150300450600750SE +/- 6.27, N = 3SE +/- 3.33, N = 3665.9713.9

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 0.14.06Test: MutexUbuntu 22.10Clear Linux4M8M12M16M20MSE +/- 110264.57, N = 15SE +/- 180807.15, N = 316748823.8817946052.04-lapparmor -lsctp-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -laio1. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -latomic -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lrt -lz -pthread

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 22.10Clear Linux11002200330044005500SE +/- 9.98, N = 3SE +/- 2.45, N = 34887.75235.91. *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***

Unvanquished

Unvanquished is a modern fork of the Tremulous first person shooter. Unvanquished is powered by the Daemon engine, a combination of the ioquake3 (id Tech 3) engine with the graphically-beautiful XreaL engine. Unvanquished supports a modern OpenGL 3 renderer and other advanced graphics features for this open-source, cross-platform shooter game. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterUnvanquished 0.53Resolution: 1920 x 1080 - Effects Quality: HighUbuntu 22.10Clear Linux160320480640800SE +/- 2.63, N = 3SE +/- 1.07, N = 3683.9731.8

Cpuminer-Opt

Cpuminer-Opt is a fork of cpuminer-multi that carries a wide range of CPU performance optimizations for measuring the potential cryptocurrency mining performance of the CPU/processor with a wide variety of cryptocurrencies. The benchmark reports the hash speed for the CPU mining performance for the selected cryptocurrency. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.20.3Algorithm: GarlicoinUbuntu 22.10Clear Linux7001400210028003500SE +/- 37.34, N = 3SE +/- 41.78, N = 33496.703275.84-O2-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CXX) g++ options: -lcurl -lz -lpthread -lssl -lcrypto -lgmp

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.orgMP/s, More Is BetterWebP Image Encode 1.2.4Encode Settings: Quality 100, Lossless, Highest CompressionUbuntu 22.10Clear Linux0.21830.43660.65490.87321.0915SE +/- 0.00, N = 3SE +/- 0.00, N = 30.910.97-O2-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CC) gcc options: -fvisibility=hidden -lm

QuantLib

QuantLib is an open-source library/framework around quantitative finance for modeling, trading and risk management scenarios. QuantLib is written in C++ with Boost and its built-in benchmark used reports the QuantLib Benchmark Index benchmark score. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMFLOPS, More Is BetterQuantLib 1.21Ubuntu 22.10Clear Linux12002400360048006000SE +/- 69.40, N = 3SE +/- 7.05, N = 35198.75528.4-lboost_timer -lboost_system -lboost_chrono1. (CXX) g++ options: -O3 -march=native -rdynamic

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 22.10Clear Linux70140210280350SE +/- 1.54, N = 15SE +/- 0.38, N = 3308.97328.44MIN: 24.68 / MAX: 30000MIN: 25.56 / MAX: 300001. ClickHouse server version 22.5.4.19 (official build).

Unvanquished

Unvanquished is a modern fork of the Tremulous first person shooter. Unvanquished is powered by the Daemon engine, a combination of the ioquake3 (id Tech 3) engine with the graphically-beautiful XreaL engine. Unvanquished supports a modern OpenGL 3 renderer and other advanced graphics features for this open-source, cross-platform shooter game. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterUnvanquished 0.53Resolution: 1920 x 1080 - Effects Quality: UltraUbuntu 22.10Clear Linux150300450600750SE +/- 1.58, N = 3SE +/- 3.41, N = 3671.3713.0

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 - Compression SpeedUbuntu 22.10Clear Linux20406080100SE +/- 1.02, N = 3SE +/- 0.52, N = 380.585.51. *** zstd command line interface 64-bits v1.5.2, by Yann Collet ***

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.orgMP/s, More Is BetterWebP Image Encode 1.2.4Encode Settings: Quality 100Ubuntu 22.10Clear Linux48121620SE +/- 0.19, N = 3SE +/- 0.01, N = 316.1617.16-O2-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CC) gcc options: -fvisibility=hidden -lm

FFmpeg

This is a benchmark of the FFmpeg multimedia framework. The FFmpeg test profile is making use of a modified version of vbench from Columbia University's Architecture and Design Lab (ARCADE) [http://arcade.cs.columbia.edu/vbench/] that is a benchmark for video-as-a-service workloads. The test profile offers the options of a range of vbench scenarios based on freely distributable video content and offers the options of using the x264 or x265 video encoders for transcoding. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterFFmpeg 5.1.2Encoder: libx265 - Scenario: LiveUbuntu 22.10Clear Linux714212835SE +/- 0.06, N = 3SE +/- 0.03, N = 327.7426.13-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

OpenBenchmarking.orgFPS, More Is BetterFFmpeg 5.1.2Encoder: libx265 - Scenario: LiveUbuntu 22.10Clear Linux4080120160200SE +/- 0.41, N = 3SE +/- 0.25, N = 3182.08193.28-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

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 22.10Clear Linux30K60K90K120K150KSE +/- 1890.40, N = 3SE +/- 1174.47, N = 111399811319941. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

Rodinia

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

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP StreamclusterUbuntu 22.10Clear Linux246810SE +/- 0.015, N = 3SE +/- 0.094, N = 157.2977.7321. (CXX) g++ options: -O2 -lOpenCL

FFmpeg

This is a benchmark of the FFmpeg multimedia framework. The FFmpeg test profile is making use of a modified version of vbench from Columbia University's Architecture and Design Lab (ARCADE) [http://arcade.cs.columbia.edu/vbench/] that is a benchmark for video-as-a-service workloads. The test profile offers the options of a range of vbench scenarios based on freely distributable video content and offers the options of using the x264 or x265 video encoders for transcoding. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterFFmpeg 5.1.2Encoder: libx265 - Scenario: PlatformUbuntu 22.10Clear Linux306090120150SE +/- 0.10, N = 3SE +/- 0.08, N = 3116.30109.77-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

OpenBenchmarking.orgFPS, More Is BetterFFmpeg 5.1.2Encoder: libx265 - Scenario: PlatformUbuntu 22.10Clear Linux1530456075SE +/- 0.06, N = 3SE +/- 0.05, N = 365.1469.01-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

OpenBenchmarking.orgFPS, More Is BetterFFmpeg 5.1.2Encoder: libx265 - Scenario: Video On DemandUbuntu 22.10Clear Linux1530456075SE +/- 0.08, N = 3SE +/- 0.12, N = 365.1268.89-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

OpenBenchmarking.orgSeconds, Fewer Is BetterFFmpeg 5.1.2Encoder: libx265 - Scenario: Video On DemandUbuntu 22.10Clear Linux306090120150SE +/- 0.14, N = 3SE +/- 0.19, N = 3116.32109.96-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

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: Akka Unbalanced Cobwebbed TreeUbuntu 22.10Clear Linux15003000450060007500SE +/- 20.79, N = 3SE +/- 40.50, N = 37183.46805.9MIN: 5471.82 / MAX: 7209.81MIN: 5063.5 / MAX: 6882.75

Appleseed

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

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: Material TesterUbuntu 22.10Clear Linux2040608010090.7895.66

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: 1 - Input: Bosphorus 4KUbuntu 22.10Clear Linux246810SE +/- 0.02, N = 3SE +/- 0.03, N = 35.796.10-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

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, First Run / Cold CacheUbuntu 22.10Clear Linux70140210280350SE +/- 2.14, N = 15SE +/- 4.54, N = 3301.66317.57MIN: 24.67 / MAX: 30000MIN: 24.74 / MAX: 300001. ClickHouse server version 22.5.4.19 (official build).

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 22.10Clear Linux150300450600750SE +/- 1.16, N = 3SE +/- 3.29, N = 3693.8660.9MIN: 500.78 / MAX: 696.1MIN: 480.28 / MAX: 666.31

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: ALS Movie LensUbuntu 22.10Clear Linux16003200480064008000SE +/- 72.83, N = 3SE +/- 10.96, N = 37650.37288.7MIN: 7526.04 / MAX: 8473.18MIN: 7273.03 / MAX: 8022.2

NAS Parallel Benchmarks

NPB, NAS Parallel Benchmarks, is a benchmark developed by NASA for high-end computer systems. This test profile currently uses the MPI version of NPB. This test profile offers selecting the different NPB tests/problems and varying problem sizes. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: EP.DUbuntu 22.10Clear Linux7001400210028003500SE +/- 10.67, N = 3SE +/- 4.83, N = 33049.532906.94-lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi2. Ubuntu 22.10: Open MPI 4.1.43. Clear Linux: 3.2

FFmpeg

This is a benchmark of the FFmpeg multimedia framework. The FFmpeg test profile is making use of a modified version of vbench from Columbia University's Architecture and Design Lab (ARCADE) [http://arcade.cs.columbia.edu/vbench/] that is a benchmark for video-as-a-service workloads. The test profile offers the options of a range of vbench scenarios based on freely distributable video content and offers the options of using the x264 or x265 video encoders for transcoding. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterFFmpeg 5.1.2Encoder: libx265 - Scenario: UploadUbuntu 22.10Clear Linux816243240SE +/- 0.04, N = 3SE +/- 0.05, N = 331.9633.47-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

OpenBenchmarking.orgSeconds, Fewer Is BetterFFmpeg 5.1.2Encoder: libx265 - Scenario: UploadUbuntu 22.10Clear Linux20406080100SE +/- 0.09, N = 3SE +/- 0.12, N = 379.0075.44-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

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, Second RunUbuntu 22.10Clear Linux70140210280350SE +/- 1.50, N = 15SE +/- 1.18, N = 3307.65322.07MIN: 24.43 / MAX: 30000MIN: 25.5 / MAX: 300001. ClickHouse server version 22.5.4.19 (official build).

NAS Parallel Benchmarks

NPB, NAS Parallel Benchmarks, is a benchmark developed by NASA for high-end computer systems. This test profile currently uses the MPI version of NPB. This test profile offers selecting the different NPB tests/problems and varying problem sizes. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: SP.BUbuntu 22.10Clear Linux5K10K15K20K25KSE +/- 227.34, N = 3SE +/- 64.59, N = 322786.6021769.33-lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi2. Ubuntu 22.10: Open MPI 4.1.43. Clear Linux: 3.2

OpenSSL

OpenSSL is an open-source toolkit that implements SSL (Secure Sockets Layer) and TLS (Transport Layer Security) protocols. This test profile makes use of the built-in "openssl speed" benchmarking capabilities. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.0Algorithm: SHA256Ubuntu 22.10Clear Linux8000M16000M24000M32000M40000MSE +/- 90907848.90, N = 3SE +/- 14916651.04, N = 33595699923337622237897-pipe -fexceptions -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl

oneDNN

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.7Harness: IP Shapes 1D - Data Type: f32 - Engine: CPUUbuntu 22.10Clear Linux0.44760.89521.34281.79042.238SE +/- 0.01885, N = 15SE +/- 0.01965, N = 61.904301.98941MIN: 1.57-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -lpthread - MIN: 1.571. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.7Harness: Recurrent Neural Network Training - Data Type: f32 - Engine: CPUUbuntu 22.10Clear Linux5001000150020002500SE +/- 21.59, N = 3SE +/- 13.49, N = 32150.832065.81MIN: 1989.04-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -lpthread - MIN: 1923.571. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl

Rodinia

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

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP LavaMDUbuntu 22.10Clear Linux20406080100SE +/- 0.14, N = 3SE +/- 0.22, N = 384.6581.321. (CXX) g++ options: -O2 -lOpenCL

RawTherapee

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

OpenBenchmarking.orgSeconds, Fewer Is BetterRawTherapeeTotal Benchmark TimeUbuntu 22.10Clear Linux816243240SE +/- 0.11, N = 3SE +/- 0.09, N = 332.3531.121. Ubuntu 22.10: RawTherapee, version 5.8, command line.2. Clear Linux: RawTherapee, version , command line.

Timed CPython Compilation

This test times how long it takes to build the reference Python implementation, CPython, with optimizations and LTO enabled for a release build. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed CPython Compilation 3.10.6Build Configuration: Released Build, PGO + LTO OptimizedUbuntu 22.10Clear Linux4080120160200171.50177.80

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: bertsquad-12 - Device: CPU - Executor: StandardUbuntu 22.10Clear Linux30060090012001500SE +/- 0.60, N = 3SE +/- 9.64, N = 312101254-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -flto=auto -fno-fat-lto-objects -ldl -lrt

Intel Open Image Denoise

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

OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 1.4.0Run: RT.ldr_alb_nrm.3840x2160Ubuntu 22.10Clear Linux0.12830.25660.38490.51320.6415SE +/- 0.00, N = 3SE +/- 0.00, N = 30.570.55

PyPerformance

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

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: json_loadsUbuntu 22.10Clear Linux3691215SE +/- 0.00, N = 3SE +/- 0.00, N = 311.511.1

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.orgMP/s, More Is BetterWebP Image Encode 1.2.4Encode Settings: Quality 100, Highest CompressionUbuntu 22.10Clear Linux1.16552.3313.49654.6625.8275SE +/- 0.01, N = 3SE +/- 0.00, N = 35.005.18-O2-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CC) gcc options: -fvisibility=hidden -lm

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 0.14.06Test: NUMAUbuntu 22.10Clear Linux150300450600750SE +/- 1.84, N = 3SE +/- 2.32, N = 3681.80706.16-lapparmor -lsctp-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -laio1. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -latomic -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lrt -lz -pthread

SVT-AV1

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.2Encoder Mode: Preset 12 - Input: Bosphorus 4KUbuntu 22.10Clear Linux50100150200250SE +/- 2.00, N = 3SE +/- 1.88, N = 3216.52224.04-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

miniBUDE

MiniBUDE is a mini application for the the core computation of the Bristol University Docking Engine (BUDE). This test profile currently makes use of the OpenMP implementation of miniBUDE for CPU benchmarking. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGFInst/s, More Is BetterminiBUDE 20210901Implementation: OpenMP - Input Deck: BM2Ubuntu 22.10Clear Linux120240360480600SE +/- 1.24, N = 3SE +/- 3.10, N = 3570.62551.791. (CC) gcc options: -std=c99 -Ofast -ffast-math -fopenmp -march=native -lm

OpenBenchmarking.orgBillion Interactions/s, More Is BetterminiBUDE 20210901Implementation: OpenMP - Input Deck: BM2Ubuntu 22.10Clear Linux510152025SE +/- 0.05, N = 3SE +/- 0.12, N = 322.8322.071. (CC) gcc options: -std=c99 -Ofast -ffast-math -fopenmp -march=native -lm

Rodinia

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

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP LeukocyteUbuntu 22.10Clear Linux1122334455SE +/- 0.10, N = 3SE +/- 0.10, N = 349.9848.371. (CXX) g++ options: -O2 -lOpenCL

NAS Parallel Benchmarks

NPB, NAS Parallel Benchmarks, is a benchmark developed by NASA for high-end computer systems. This test profile currently uses the MPI version of NPB. This test profile offers selecting the different NPB tests/problems and varying problem sizes. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: IS.DUbuntu 22.10Clear Linux30060090012001500SE +/- 15.74, N = 4SE +/- 16.11, N = 41263.161304.96-lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi2. Ubuntu 22.10: Open MPI 4.1.43. Clear Linux: 3.2

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 0.14.06Test: SemaphoresUbuntu 22.10Clear Linux800K1600K2400K3200K4000KSE +/- 1451.53, N = 3SE +/- 280.21, N = 33538392.413426675.99-lapparmor -lsctp-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -laio1. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -latomic -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lrt -lz -pthread

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 22.10Clear Linux1020304050SE +/- 0.39, N = 3SE +/- 0.40, N = 341.4042.70

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: 10:1Ubuntu 22.10Clear Linux700K1400K2100K2800K3500KSE +/- 38170.43, N = 4SE +/- 27586.98, N = 153127334.753223992.911. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

NAS Parallel Benchmarks

NPB, NAS Parallel Benchmarks, is a benchmark developed by NASA for high-end computer systems. This test profile currently uses the MPI version of NPB. This test profile offers selecting the different NPB tests/problems and varying problem sizes. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: BT.CUbuntu 22.10Clear Linux11K22K33K44K55KSE +/- 33.54, N = 3SE +/- 575.82, N = 349771.2948313.69-lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi2. Ubuntu 22.10: Open MPI 4.1.43. Clear Linux: 3.2

JPEG XL libjxl

The JPEG XL Image Coding System is designed to provide next-generation JPEG image capabilities with JPEG XL offering better image quality and compression over legacy JPEG. This test profile is currently focused on the multi-threaded JPEG XL image encode performance using the reference libjxl library. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMP/s, More Is BetterJPEG XL libjxl 0.7Input: JPEG - Quality: 100Ubuntu 22.10Clear Linux0.2430.4860.7290.9721.215SE +/- 0.00, N = 3SE +/- 0.01, N = 31.051.08-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CXX) g++ options: -fno-rtti -funwind-tables -O3 -O2 -fPIE -pie -lm -latomic

Blender

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.3Blend File: Barbershop - Compute: CPU-OnlyUbuntu 22.10Clear Linux130260390520650SE +/- 0.42, N = 3SE +/- 0.53, N = 3576.35591.51

Cpuminer-Opt

Cpuminer-Opt is a fork of cpuminer-multi that carries a wide range of CPU performance optimizations for measuring the potential cryptocurrency mining performance of the CPU/processor with a wide variety of cryptocurrencies. The benchmark reports the hash speed for the CPU mining performance for the selected cryptocurrency. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.20.3Algorithm: LBC, LBRY CreditsUbuntu 22.10Clear Linux12K24K36K48K60KSE +/- 141.89, N = 3SE +/- 40.96, N = 35255053897-O2-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CXX) g++ options: -lcurl -lz -lpthread -lssl -lcrypto -lgmp

NAS Parallel Benchmarks

NPB, NAS Parallel Benchmarks, is a benchmark developed by NASA for high-end computer systems. This test profile currently uses the MPI version of NPB. This test profile offers selecting the different NPB tests/problems and varying problem sizes. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: LU.CUbuntu 22.10Clear Linux11K22K33K44K55KSE +/- 218.90, N = 3SE +/- 537.24, N = 353311.8951989.89-lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi2. Ubuntu 22.10: Open MPI 4.1.43. Clear Linux: 3.2

Rodinia

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

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP HotSpot3DUbuntu 22.10Clear Linux1122334455SE +/- 0.32, N = 15SE +/- 0.17, N = 349.6648.431. (CXX) g++ options: -O2 -lOpenCL

Cpuminer-Opt

Cpuminer-Opt is a fork of cpuminer-multi that carries a wide range of CPU performance optimizations for measuring the potential cryptocurrency mining performance of the CPU/processor with a wide variety of cryptocurrencies. The benchmark reports the hash speed for the CPU mining performance for the selected cryptocurrency. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.20.3Algorithm: SkeincoinUbuntu 22.10Clear Linux30K60K90K120K150KSE +/- 1874.06, N = 4SE +/- 1148.26, N = 12156343160181-O2-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CXX) g++ options: -lcurl -lz -lpthread -lssl -lcrypto -lgmp

FFmpeg

This is a benchmark of the FFmpeg multimedia framework. The FFmpeg test profile is making use of a modified version of vbench from Columbia University's Architecture and Design Lab (ARCADE) [http://arcade.cs.columbia.edu/vbench/] that is a benchmark for video-as-a-service workloads. The test profile offers the options of a range of vbench scenarios based on freely distributable video content and offers the options of using the x264 or x265 video encoders for transcoding. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterFFmpeg 5.1.2Encoder: libx264 - Scenario: PlatformUbuntu 22.10Clear Linux20406080100SE +/- 0.04, N = 3SE +/- 0.12, N = 399.2996.96-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

OpenBenchmarking.orgFPS, More Is BetterFFmpeg 5.1.2Encoder: libx264 - Scenario: PlatformUbuntu 22.10Clear Linux20406080100SE +/- 0.03, N = 3SE +/- 0.10, N = 376.2978.12-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

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 22.10Clear Linux4080120160200SE +/- 0.68, N = 3SE +/- 0.20, N = 3155.19158.73-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

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 BenchmarkUbuntu 22.10Clear Linux612182430SE +/- 0.17, N = 3SE +/- 0.04, N = 326.3326.90

SVT-AV1

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.2Encoder Mode: Preset 4 - Input: Bosphorus 4KUbuntu 22.10Clear Linux0.69051.3812.07152.7623.4525SE +/- 0.026, N = 3SE +/- 0.009, N = 33.0043.069-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

FFmpeg

This is a benchmark of the FFmpeg multimedia framework. The FFmpeg test profile is making use of a modified version of vbench from Columbia University's Architecture and Design Lab (ARCADE) [http://arcade.cs.columbia.edu/vbench/] that is a benchmark for video-as-a-service workloads. The test profile offers the options of a range of vbench scenarios based on freely distributable video content and offers the options of using the x264 or x265 video encoders for transcoding. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterFFmpeg 5.1.2Encoder: libx264 - Scenario: Video On DemandUbuntu 22.10Clear Linux20406080100SE +/- 0.07, N = 3SE +/- 0.01, N = 376.3277.85-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

OpenBenchmarking.orgSeconds, Fewer Is BetterFFmpeg 5.1.2Encoder: libx264 - Scenario: Video On DemandUbuntu 22.10Clear Linux20406080100SE +/- 0.09, N = 3SE +/- 0.01, N = 399.2597.31-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

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 22.10Clear Linux0.13980.27960.41940.55920.699SE +/- 0.00121, N = 3SE +/- 0.00153, N = 30.609820.62153

Cpuminer-Opt

Cpuminer-Opt is a fork of cpuminer-multi that carries a wide range of CPU performance optimizations for measuring the potential cryptocurrency mining performance of the CPU/processor with a wide variety of cryptocurrencies. The benchmark reports the hash speed for the CPU mining performance for the selected cryptocurrency. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.20.3Algorithm: DeepcoinUbuntu 22.10Clear Linux4K8K12K16K20KSE +/- 26.46, N = 3SE +/- 96.09, N = 31852018870-O2-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CXX) g++ options: -lcurl -lz -lpthread -lssl -lcrypto -lgmp

FFmpeg

This is a benchmark of the FFmpeg multimedia framework. The FFmpeg test profile is making use of a modified version of vbench from Columbia University's Architecture and Design Lab (ARCADE) [http://arcade.cs.columbia.edu/vbench/] that is a benchmark for video-as-a-service workloads. The test profile offers the options of a range of vbench scenarios based on freely distributable video content and offers the options of using the x264 or x265 video encoders for transcoding. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterFFmpeg 5.1.2Encoder: libx264 - Scenario: UploadUbuntu 22.10Clear Linux510152025SE +/- 0.02, N = 3SE +/- 0.02, N = 319.4819.84-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

OpenBenchmarking.orgSeconds, Fewer Is BetterFFmpeg 5.1.2Encoder: libx264 - Scenario: UploadUbuntu 22.10Clear Linux306090120150SE +/- 0.15, N = 3SE +/- 0.14, N = 3129.62127.29-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

oneDNN

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.7Harness: Recurrent Neural Network Inference - Data Type: f32 - Engine: CPUUbuntu 22.10Clear Linux2004006008001000SE +/- 1.98, N = 3SE +/- 15.77, N = 31112.821132.54MIN: 1021.3-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -lpthread - MIN: 1006.431. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl

IndigoBench

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

OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: CPU - Scene: SupercarUbuntu 22.10Clear Linux3691215SE +/- 0.02, N = 3SE +/- 0.09, N = 1511.8011.99

FFmpeg

This is a benchmark of the FFmpeg multimedia framework. The FFmpeg test profile is making use of a modified version of vbench from Columbia University's Architecture and Design Lab (ARCADE) [http://arcade.cs.columbia.edu/vbench/] that is a benchmark for video-as-a-service workloads. The test profile offers the options of a range of vbench scenarios based on freely distributable video content and offers the options of using the x264 or x265 video encoders for transcoding. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterFFmpeg 5.1.2Encoder: libx264 - Scenario: LiveUbuntu 22.10Clear Linux48121620SE +/- 0.02, N = 3SE +/- 0.00, N = 314.3014.08-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

Tesseract

Tesseract is a fork of Cube 2 Sauerbraten with numerous graphics and game-play improvements. Tesseract has been in development since 2012 while its first release happened in May of 2014. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterTesseract 2014-05-12Resolution: 3840 x 2160Ubuntu 22.10Clear Linux2004006008001000SE +/- 3.57, N = 3SE +/- 3.78, N = 3896.02909.87

FFmpeg

This is a benchmark of the FFmpeg multimedia framework. The FFmpeg test profile is making use of a modified version of vbench from Columbia University's Architecture and Design Lab (ARCADE) [http://arcade.cs.columbia.edu/vbench/] that is a benchmark for video-as-a-service workloads. The test profile offers the options of a range of vbench scenarios based on freely distributable video content and offers the options of using the x264 or x265 video encoders for transcoding. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterFFmpeg 5.1.2Encoder: libx264 - Scenario: LiveUbuntu 22.10Clear Linux80160240320400SE +/- 0.46, N = 3SE +/- 0.12, N = 3353.24358.59-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

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 4KUbuntu 22.10Clear Linux306090120150SE +/- 0.42, N = 3SE +/- 1.33, N = 3123.49121.67-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

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.7Harness: Deconvolution Batch shapes_3d - Data Type: f32 - Engine: CPUUbuntu 22.10Clear Linux0.77481.54962.32443.09923.874SE +/- 0.00262, N = 3SE +/- 0.00241, N = 33.443473.39332MIN: 3.41-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -lpthread - MIN: 3.361. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl

SVT-AV1

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.2Encoder Mode: Preset 10 - Input: Bosphorus 4KUbuntu 22.10Clear Linux306090120150SE +/- 1.70, N = 3SE +/- 0.71, N = 3147.87149.92-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

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 0.14.06Test: Glibc C String FunctionsUbuntu 22.10Clear Linux900K1800K2700K3600K4500KSE +/- 40661.15, N = 15SE +/- 51987.30, N = 44307014.944366568.31-lapparmor -lsctp-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -laio1. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -latomic -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lrt -lz -pthread

Warsow

This is a benchmark of Warsow, a popular open-source first-person shooter. This game uses the QFusion engine. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterWarsow 2.5 BetaResolution: 1920 x 1080Ubuntu 22.10Clear Linux2004006008001000SE +/- 1.51, N = 3SE +/- 1.53, N = 3965.8953.3

Appleseed

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

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: EmilyUbuntu 22.10Clear Linux4080120160200164.94162.83

Cpuminer-Opt

Cpuminer-Opt is a fork of cpuminer-multi that carries a wide range of CPU performance optimizations for measuring the potential cryptocurrency mining performance of the CPU/processor with a wide variety of cryptocurrencies. The benchmark reports the hash speed for the CPU mining performance for the selected cryptocurrency. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.20.3Algorithm: scryptUbuntu 22.10Clear Linux70140210280350SE +/- 3.47, N = 3SE +/- 0.53, N = 3333.58337.82-O2-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CXX) g++ options: -lcurl -lz -lpthread -lssl -lcrypto -lgmp

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 0.14.06Test: Vector MathUbuntu 22.10Clear Linux30K60K90K120K150KSE +/- 966.54, N = 9SE +/- 111.06, N = 3119832.03118329.56-lapparmor -lsctp-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -laio1. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -latomic -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lrt -lz -pthread

OpenSSL

OpenSSL is an open-source toolkit that implements SSL (Secure Sockets Layer) and TLS (Transport Layer Security) protocols. This test profile makes use of the built-in "openssl speed" benchmarking capabilities. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgsign/s, More Is BetterOpenSSL 3.0Algorithm: RSA4096Ubuntu 22.10Clear Linux12002400360048006000SE +/- 5.03, N = 3SE +/- 9.58, N = 35496.95428.9-pipe -fexceptions -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl

SVT-AV1

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.2Encoder Mode: Preset 8 - Input: Bosphorus 4KUbuntu 22.10Clear Linux20406080100SE +/- 0.77, N = 3SE +/- 0.34, N = 377.2676.30-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

Appleseed

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

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: Disney MaterialUbuntu 22.10Clear Linux2040608010084.8683.82

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 0.14.06Test: SENDFILEUbuntu 22.10Clear Linux130K260K390K520K650KSE +/- 3074.02, N = 3SE +/- 8502.15, N = 3588014.94595183.17-lapparmor -lsctp-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -laio1. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -latomic -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lrt -lz -pthread

NAS Parallel Benchmarks

NPB, NAS Parallel Benchmarks, is a benchmark developed by NASA for high-end computer systems. This test profile currently uses the MPI version of NPB. This test profile offers selecting the different NPB tests/problems and varying problem sizes. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: SP.CUbuntu 22.10Clear Linux3K6K9K12K15KSE +/- 32.81, N = 3SE +/- 41.18, N = 315473.9015318.83-lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi2. Ubuntu 22.10: Open MPI 4.1.43. Clear Linux: 3.2

OpenRadioss

OpenRadioss is an open-source AGPL-licensed finite element solver for dynamic event analysis OpenRadioss is based on Altair Radioss and open-sourced in 2022. This open-source finite element solver is benchmarked with various example models available from https://www.openradioss.org/models/. This test is currently using a reference OpenRadioss binary build offered via GitHub. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2022.10.13Model: Bumper BeamUbuntu 22.10Clear Linux306090120150SE +/- 0.19, N = 3SE +/- 1.03, N = 3114.66113.52

Cpuminer-Opt

Cpuminer-Opt is a fork of cpuminer-multi that carries a wide range of CPU performance optimizations for measuring the potential cryptocurrency mining performance of the CPU/processor with a wide variety of cryptocurrencies. The benchmark reports the hash speed for the CPU mining performance for the selected cryptocurrency. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.20.3Algorithm: x25xUbuntu 22.10Clear Linux2004006008001000SE +/- 4.19, N = 3SE +/- 0.85, N = 31128.001138.85-O2-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CXX) g++ options: -lcurl -lz -lpthread -lssl -lcrypto -lgmp

Rodinia

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

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP CFD SolverUbuntu 22.10Clear Linux246810SE +/- 0.053, N = 8SE +/- 0.052, N = 156.1686.2271. (CXX) g++ options: -O2 -lOpenCL

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_bareUbuntu 22.10Clear Linux0.31820.63640.95461.27281.591SE +/- 0.002, N = 3SE +/- 0.003, N = 31.4141.401-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CXX) g++ options: -O3

Blender

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.3Blend File: Classroom - Compute: CPU-OnlyUbuntu 22.10Clear Linux306090120150SE +/- 0.34, N = 3SE +/- 0.21, N = 3147.64146.41

Cpuminer-Opt

Cpuminer-Opt is a fork of cpuminer-multi that carries a wide range of CPU performance optimizations for measuring the potential cryptocurrency mining performance of the CPU/processor with a wide variety of cryptocurrencies. The benchmark reports the hash speed for the CPU mining performance for the selected cryptocurrency. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.20.3Algorithm: Quad SHA-256, PyriteUbuntu 22.10Clear Linux40K80K120K160K200KSE +/- 120.14, N = 3SE +/- 170.33, N = 3198680200287-O2-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CXX) g++ options: -lcurl -lz -lpthread -lssl -lcrypto -lgmp

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 4KUbuntu 22.10Clear Linux20406080100SE +/- 1.00, N = 3SE +/- 0.71, N = 3105.39106.10-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

OpenRadioss

OpenRadioss is an open-source AGPL-licensed finite element solver for dynamic event analysis OpenRadioss is based on Altair Radioss and open-sourced in 2022. This open-source finite element solver is benchmarked with various example models available from https://www.openradioss.org/models/. This test is currently using a reference OpenRadioss binary build offered via GitHub. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2022.10.13Model: Bird Strike on WindshieldUbuntu 22.10Clear Linux4080120160200SE +/- 2.45, N = 3SE +/- 1.10, N = 3183.75184.96

OpenVKL

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

OpenBenchmarking.orgItems / Sec, More Is BetterOpenVKL 1.0Benchmark: vklBenchmark ISPCUbuntu 22.10Clear Linux4080120160200SE +/- 0.67, N = 3SE +/- 1.61, N = 12161162MIN: 11 / MAX: 1931MIN: 10 / MAX: 1893

OpenRadioss

OpenRadioss is an open-source AGPL-licensed finite element solver for dynamic event analysis OpenRadioss is based on Altair Radioss and open-sourced in 2022. This open-source finite element solver is benchmarked with various example models available from https://www.openradioss.org/models/. This test is currently using a reference OpenRadioss binary build offered via GitHub. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2022.10.13Model: Rubber O-Ring Seal InstallationUbuntu 22.10Clear Linux20406080100SE +/- 0.31, N = 3SE +/- 0.58, N = 3108.62108.00

Chaos Group V-RAY

This is a test of Chaos Group's V-RAY benchmark. V-RAY is a commercial renderer that can integrate with various creator software products like SketchUp and 3ds Max. The V-RAY benchmark is standalone and supports CPU and NVIDIA CUDA/RTX based rendering. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgvsamples, More Is BetterChaos Group V-RAY 5.02Mode: CPUUbuntu 22.10Clear Linux6K12K18K24K30KSE +/- 190.70, N = 3SE +/- 103.05, N = 32873428587

Cpuminer-Opt

Cpuminer-Opt is a fork of cpuminer-multi that carries a wide range of CPU performance optimizations for measuring the potential cryptocurrency mining performance of the CPU/processor with a wide variety of cryptocurrencies. The benchmark reports the hash speed for the CPU mining performance for the selected cryptocurrency. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.20.3Algorithm: Triple SHA-256, OnecoinUbuntu 22.10Clear Linux90K180K270K360K450KSE +/- 3729.11, N = 3SE +/- 486.39, N = 3434460436663-O2-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CXX) g++ options: -lcurl -lz -lpthread -lssl -lcrypto -lgmp

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 0.14.06Test: IO_uringUbuntu 22.10Clear Linux6K12K18K24K30KSE +/- 56.03, N = 3SE +/- 26.25, N = 327676.3327808.53-lapparmor -lsctp-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -laio1. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -latomic -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lrt -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: CPU StressUbuntu 22.10Clear Linux11K22K33K44K55KSE +/- 538.64, N = 3SE +/- 506.19, N = 651634.5451871.91-lapparmor -lsctp-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -laio1. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -latomic -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lrt -lz -pthread

oneDNN

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.7Harness: Convolution Batch Shapes Auto - Data Type: f32 - Engine: CPUUbuntu 22.10Clear Linux1.29882.59763.89645.19526.494SE +/- 0.00365, N = 3SE +/- 0.02366, N = 35.772285.75329MIN: 5.56-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -lpthread - MIN: 5.461. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl

NAS Parallel Benchmarks

NPB, NAS Parallel Benchmarks, is a benchmark developed by NASA for high-end computer systems. This test profile currently uses the MPI version of NPB. This test profile offers selecting the different NPB tests/problems and varying problem sizes. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: MG.CUbuntu 22.10Clear Linux5K10K15K20K25KSE +/- 295.81, N = 3SE +/- 39.24, N = 324905.5024835.87-lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi2. Ubuntu 22.10: Open MPI 4.1.43. Clear Linux: 3.2

miniBUDE

MiniBUDE is a mini application for the the core computation of the Bristol University Docking Engine (BUDE). This test profile currently makes use of the OpenMP implementation of miniBUDE for CPU benchmarking. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGFInst/s, More Is BetterminiBUDE 20210901Implementation: OpenMP - Input Deck: BM1Ubuntu 22.10Clear Linux90180270360450SE +/- 0.12, N = 3SE +/- 0.04, N = 3414.59415.681. (CC) gcc options: -std=c99 -Ofast -ffast-math -fopenmp -march=native -lm

OpenBenchmarking.orgBillion Interactions/s, More Is BetterminiBUDE 20210901Implementation: OpenMP - Input Deck: BM1Ubuntu 22.10Clear Linux48121620SE +/- 0.00, N = 3SE +/- 0.00, N = 316.5816.631. (CC) gcc options: -std=c99 -Ofast -ffast-math -fopenmp -march=native -lm

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 0.14.06Test: Matrix MathUbuntu 22.10Clear Linux20K40K60K80K100KSE +/- 588.05, N = 3SE +/- 1098.74, N = 3109789.42110071.38-lapparmor -lsctp-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -laio1. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -latomic -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lrt -lz -pthread

OpenRadioss

OpenRadioss is an open-source AGPL-licensed finite element solver for dynamic event analysis OpenRadioss is based on Altair Radioss and open-sourced in 2022. This open-source finite element solver is benchmarked with various example models available from https://www.openradioss.org/models/. This test is currently using a reference OpenRadioss binary build offered via GitHub. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2022.10.13Model: Cell Phone Drop TestUbuntu 22.10Clear Linux1530456075SE +/- 0.98, N = 3SE +/- 0.51, N = 1568.1067.93

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: Compression RatingUbuntu 22.10Clear Linux40K80K120K160K200KSE +/- 1518.09, N = 3SE +/- 1314.02, N = 111821531818051. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

Tesseract

Tesseract is a fork of Cube 2 Sauerbraten with numerous graphics and game-play improvements. Tesseract has been in development since 2012 while its first release happened in May of 2014. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterTesseract 2014-05-12Resolution: 1920 x 1080Ubuntu 22.10Clear Linux2004006008001000SE +/- 0.56, N = 3SE +/- 0.97, N = 3999.44998.32

Blender

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.3Blend File: Pabellon Barcelona - Compute: CPU-OnlyUbuntu 22.10Clear Linux4080120160200SE +/- 0.13, N = 3SE +/- 0.16, N = 3178.95178.79

OpenSSL

OpenSSL is an open-source toolkit that implements SSL (Secure Sockets Layer) and TLS (Transport Layer Security) protocols. This test profile makes use of the built-in "openssl speed" benchmarking capabilities. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgverify/s, More Is BetterOpenSSL 3.0Algorithm: RSA4096Ubuntu 22.10Clear Linux80K160K240K320K400KSE +/- 142.92, N = 3SE +/- 239.50, N = 3358806.7358535.2-pipe -fexceptions -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl

Blender

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.3Blend File: BMW27 - Compute: CPU-OnlyUbuntu 22.10Clear Linux1224364860SE +/- 0.16, N = 3SE +/- 0.31, N = 351.6151.58

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 0.14.06Test: x86_64 RdRandUbuntu 22.10Clear Linux20K40K60K80K100KSE +/- 9.58, N = 3SE +/- 4.13, N = 382767.7682742.79-lapparmor -lsctp-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -laio1. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -latomic -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lrt -lz -pthread

NAS Parallel Benchmarks

NPB, NAS Parallel Benchmarks, is a benchmark developed by NASA for high-end computer systems. This test profile currently uses the MPI version of NPB. This test profile offers selecting the different NPB tests/problems and varying problem sizes. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: CG.CUbuntu 22.10Clear Linux2K4K6K8K10KSE +/- 24.89, N = 3SE +/- 4.34, N = 38583.038580.50-lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi2. Ubuntu 22.10: Open MPI 4.1.43. Clear Linux: 3.2

Blender

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.3Blend File: Fishy Cat - Compute: CPU-OnlyUbuntu 22.10Clear Linux20406080100SE +/- 0.11, N = 3SE +/- 0.06, N = 375.3275.33

nginx

This is a benchmark of the lightweight Nginx HTTP(S) web-server. This Nginx web server benchmark test profile makes use of the wrk program for facilitating the HTTP requests over a fixed period time with a configurable number of concurrent clients/connections. HTTPS with a self-signed OpenSSL certificate is used by this test for local benchmarking. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgRequests Per Second, More Is Betternginx 1.23.2Connections: 1000Ubuntu 22.1040K80K120K160K200KSE +/- 624.40, N = 3192021.951. (CC) gcc options: -lluajit-5.1 -lm -lssl -lcrypto -lpthread -ldl -std=c99 -O2

Connections: 1000

Clear Linux: The test quit with a non-zero exit status. E: nginx: line 2: ./wrk-4.2.0/wrk: No such file or directory

OpenBenchmarking.orgRequests Per Second, More Is Betternginx 1.23.2Connections: 500Ubuntu 22.1040K80K120K160K200KSE +/- 492.12, N = 3203069.781. (CC) gcc options: -lluajit-5.1 -lm -lssl -lcrypto -lpthread -ldl -std=c99 -O2

Connections: 500

Clear Linux: The test quit with a non-zero exit status. E: nginx: line 2: ./wrk-4.2.0/wrk: No such file or directory

OpenBenchmarking.orgRequests Per Second, More Is Betternginx 1.23.2Connections: 200Ubuntu 22.1040K80K120K160K200KSE +/- 636.13, N = 3205841.241. (CC) gcc options: -lluajit-5.1 -lm -lssl -lcrypto -lpthread -ldl -std=c99 -O2

Connections: 200

Clear Linux: The test quit with a non-zero exit status. E: nginx: line 2: ./wrk-4.2.0/wrk: No such file or directory

OpenBenchmarking.orgRequests Per Second, More Is Betternginx 1.23.2Connections: 100Ubuntu 22.1040K80K120K160K200KSE +/- 1164.13, N = 3204910.461. (CC) gcc options: -lluajit-5.1 -lm -lssl -lcrypto -lpthread -ldl -std=c99 -O2

Connections: 100

Clear Linux: The test quit with a non-zero exit status. E: nginx: line 2: ./wrk-4.2.0/wrk: No such file or directory

CloudSuite In-Memory Analytics

OpenBenchmarking.orgms, Fewer Is BetterCloudSuite In-Memory AnalyticsUbuntu 22.102K4K6K8K10KSE +/- 47.35, N = 310160

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

CloudSuite Graph Analytics

OpenBenchmarking.orgms, Fewer Is BetterCloudSuite Graph AnalyticsUbuntu 22.102K4K6K8K10KSE +/- 63.87, N = 39985

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

EnCodec

EnCodec is a Facebook/Meta developed AI means of compressing audio files using High Fidelity Neural Audio Compression. EnCodec is designed to provide codec compression at 6 kbps using their novel AI-powered compression technique. The test profile uses a lengthy JFK speech as the audio input for benchmarking and the performance measurement is measuring the time to encode the EnCodec file from WAV. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterEnCodec 0.1.1Target Bandwidth: 1.5 kbpsUbuntu 22.10510152025SE +/- 0.18, N = 318.55

Target Bandwidth: 1.5 kbps

Clear Linux: The test quit with a non-zero exit status. E: encodec: line 2: /.local/bin/encodec: No such file or directory

OpenBenchmarking.orgSeconds, Fewer Is BetterEnCodec 0.1.1Target Bandwidth: 24 kbpsUbuntu 22.10510152025SE +/- 0.24, N = 321.86

Target Bandwidth: 24 kbps

Clear Linux: The test quit with a non-zero exit status. E: encodec: line 2: /.local/bin/encodec: No such file or directory

OpenBenchmarking.orgSeconds, Fewer Is BetterEnCodec 0.1.1Target Bandwidth: 6 kbpsUbuntu 22.10510152025SE +/- 0.23, N = 319.30

Target Bandwidth: 6 kbps

Clear Linux: The test quit with a non-zero exit status. E: encodec: line 2: /.local/bin/encodec: No such file or directory

OpenBenchmarking.orgSeconds, Fewer Is BetterEnCodec 0.1.1Target Bandwidth: 3 kbpsUbuntu 22.10510152025SE +/- 0.17, N = 319.18

Target Bandwidth: 3 kbps

Clear Linux: The test quit with a non-zero exit status. E: encodec: line 2: /.local/bin/encodec: No such file or directory

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: StandardUbuntu 22.10Clear Linux306090120150SE +/- 0.17, N = 3SE +/- 0.33, N = 3133133-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -flto=auto -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 22.100.1620.3240.4860.6480.81SE +/- 0.00, N = 30.72MIN: 0.42 / MAX: 4.51. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.2.devModel: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPUUbuntu 22.107K14K21K28K35KSE +/- 40.02, N = 333018.171. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.2.devModel: Age Gender Recognition Retail 0013 FP16 - Device: CPUUbuntu 22.100.3690.7381.1071.4761.845SE +/- 0.00, N = 31.64MIN: 0.87 / MAX: 9.061. (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 22.103K6K9K12K15KSE +/- 10.91, N = 314593.711. (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 Vehicle Bike Detection FP16 - Device: CPUUbuntu 22.103691215SE +/- 0.03, N = 310.96MIN: 7.62 / MAX: 52.61. (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: CPUUbuntu 22.10160320480640800SE +/- 2.34, N = 3728.911. (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 22.1048121620SE +/- 0.01, N = 314.63MIN: 6.68 / MAX: 120.591. (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 22.10400800120016002000SE +/- 1.15, N = 31638.991. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.2.devModel: Machine Translation EN To DE FP16 - Device: CPUUbuntu 22.10306090120150SE +/- 0.17, N = 3125.97MIN: 91.09 / MAX: 325.991. (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 22.101428425670SE +/- 0.09, N = 363.481. (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 22.101224364860SE +/- 0.05, N = 351.14MIN: 22.47 / MAX: 182.991. (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 22.10100200300400500SE +/- 0.50, N = 3468.501. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.2.devModel: Vehicle Detection FP16-INT8 - Device: CPUUbuntu 22.10246810SE +/- 0.01, N = 38.72MIN: 5.93 / MAX: 54.151. (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 22.102004006008001000SE +/- 0.85, N = 3916.051. (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-INT8 - Device: CPUUbuntu 22.1090180270360450SE +/- 0.21, N = 3438.23MIN: 270.29 / MAX: 1085.791. (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 22.1048121620SE +/- 0.01, N = 318.231. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.2.devModel: Vehicle Detection FP16 - Device: CPUUbuntu 22.10510152025SE +/- 0.11, N = 321.43MIN: 12.24 / MAX: 94.191. (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 22.1080160240320400SE +/- 1.93, N = 3372.851. (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 22.105001000150020002500SE +/- 5.80, N = 32238.02MIN: 1692.38 / MAX: 2991.491. (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 22.100.79881.59762.39643.19523.994SE +/- 0.02, N = 33.551. (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 FP16 - Device: CPUUbuntu 22.105001000150020002500SE +/- 6.08, N = 32222.92MIN: 1682.82 / MAX: 2975.441. (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 22.100.80551.6112.41653.2224.0275SE +/- 0.01, N = 33.581. (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 22.1030060090012001500SE +/- 3.93, N = 31570.46MIN: 1396.06 / MAX: 1856.591. (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 22.101.1432.2863.4294.5725.715SE +/- 0.01, N = 35.081. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

spaCy

The spaCy library is an open-source solution for advanced neural language processing (NLP). The spaCy library leverages Python and is a leading neural language processing solution. This test profile times the spaCy CPU performance with various models. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgtokens/sec, More Is BetterspaCy 3.4.1Model: en_core_web_trfUbuntu 22.105001000150020002500SE +/- 23.73, N = 32523

Model: en_core_web_trf

Clear Linux: The test quit with a non-zero exit status. E: ValueError: 'in' is not a valid parameter name

OpenBenchmarking.orgtokens/sec, More Is BetterspaCy 3.4.1Model: en_core_web_lgUbuntu 22.104K8K12K16K20KSE +/- 31.07, N = 320855

Model: en_core_web_lg

Clear Linux: The test quit with a non-zero exit status. E: ValueError: 'in' is not a valid parameter name

Neural Magic DeepSparse

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.1Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Synchronous Single-StreamUbuntu 22.1020406080100SE +/- 0.21, N = 390.48

Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Synchronous Single-Stream

Clear Linux: The test quit with a non-zero exit status. E: deepsparse: line 2: /.local/bin/deepsparse.benchmark: No such file or directory

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.1Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Synchronous Single-StreamUbuntu 22.103691215SE +/- 0.03, N = 311.05

Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Synchronous Single-Stream

Clear Linux: The test quit with a non-zero exit status. E: deepsparse: line 2: /.local/bin/deepsparse.benchmark: No such file or directory

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.1Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Asynchronous Multi-StreamUbuntu 22.102004006008001000SE +/- 6.80, N = 3964.44

Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Asynchronous Multi-Stream

Clear Linux: The test quit with a non-zero exit status. E: deepsparse: line 2: /.local/bin/deepsparse.benchmark: No such file or directory

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.1Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Asynchronous Multi-StreamUbuntu 22.103691215SE +/- 0.14, N = 312.19

Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Asynchronous Multi-Stream

Clear Linux: The test quit with a non-zero exit status. E: deepsparse: line 2: /.local/bin/deepsparse.benchmark: No such file or directory

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.1Model: NLP Text Classification, BERT base uncased SST2 - Scenario: Synchronous Single-StreamUbuntu 22.10612182430SE +/- 0.09, N = 324.80

Model: NLP Text Classification, BERT base uncased SST2 - Scenario: Synchronous Single-Stream

Clear Linux: The test quit with a non-zero exit status. E: deepsparse: line 2: /.local/bin/deepsparse.benchmark: No such file or directory

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.1Model: NLP Text Classification, BERT base uncased SST2 - Scenario: Synchronous Single-StreamUbuntu 22.10918273645SE +/- 0.14, N = 340.32

Model: NLP Text Classification, BERT base uncased SST2 - Scenario: Synchronous Single-Stream

Clear Linux: The test quit with a non-zero exit status. E: deepsparse: line 2: /.local/bin/deepsparse.benchmark: No such file or directory

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.1Model: NLP Text Classification, BERT base uncased SST2 - Scenario: Asynchronous Multi-StreamUbuntu 22.1050100150200250SE +/- 0.46, N = 3227.14

Model: NLP Text Classification, BERT base uncased SST2 - Scenario: Asynchronous Multi-Stream

Clear Linux: The test quit with a non-zero exit status. E: deepsparse: line 2: /.local/bin/deepsparse.benchmark: No such file or directory

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.1Model: NLP Text Classification, BERT base uncased SST2 - Scenario: Asynchronous Multi-StreamUbuntu 22.101224364860SE +/- 0.07, N = 352.54

Model: NLP Text Classification, BERT base uncased SST2 - Scenario: Asynchronous Multi-Stream

Clear Linux: The test quit with a non-zero exit status. E: deepsparse: line 2: /.local/bin/deepsparse.benchmark: No such file or directory

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.1Model: NLP Text Classification, DistilBERT mnli - Scenario: Synchronous Single-StreamUbuntu 22.103691215SE +/- 0.01, N = 312.49

Model: NLP Text Classification, DistilBERT mnli - Scenario: Synchronous Single-Stream

Clear Linux: The test quit with a non-zero exit status. E: deepsparse: line 2: /.local/bin/deepsparse.benchmark: No such file or directory

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.1Model: NLP Text Classification, DistilBERT mnli - Scenario: Synchronous Single-StreamUbuntu 22.1020406080100SE +/- 0.05, N = 380.03

Model: NLP Text Classification, DistilBERT mnli - Scenario: Synchronous Single-Stream

Clear Linux: The test quit with a non-zero exit status. E: deepsparse: line 2: /.local/bin/deepsparse.benchmark: No such file or directory

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.1Model: NLP Text Classification, DistilBERT mnli - Scenario: Asynchronous Multi-StreamUbuntu 22.10306090120150SE +/- 0.26, N = 3115.35

Model: NLP Text Classification, DistilBERT mnli - Scenario: Asynchronous Multi-Stream

Clear Linux: The test quit with a non-zero exit status. E: deepsparse: line 2: /.local/bin/deepsparse.benchmark: No such file or directory

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.1Model: NLP Text Classification, DistilBERT mnli - Scenario: Asynchronous Multi-StreamUbuntu 22.1020406080100SE +/- 0.23, N = 3103.90

Model: NLP Text Classification, DistilBERT mnli - Scenario: Asynchronous Multi-Stream

Clear Linux: The test quit with a non-zero exit status. E: deepsparse: line 2: /.local/bin/deepsparse.benchmark: No such file or directory

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.1Model: CV Classification, ResNet-50 ImageNet - Scenario: Synchronous Single-StreamUbuntu 22.103691215SE +/- 0.01, N = 310.35

Model: CV Classification, ResNet-50 ImageNet - Scenario: Synchronous Single-Stream

Clear Linux: The test quit with a non-zero exit status. E: deepsparse: line 2: /.local/bin/deepsparse.benchmark: No such file or directory

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.1Model: CV Classification, ResNet-50 ImageNet - Scenario: Synchronous Single-StreamUbuntu 22.1020406080100SE +/- 0.14, N = 396.59

Model: CV Classification, ResNet-50 ImageNet - Scenario: Synchronous Single-Stream

Clear Linux: The test quit with a non-zero exit status. E: deepsparse: line 2: /.local/bin/deepsparse.benchmark: No such file or directory

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.1Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-StreamUbuntu 22.1020406080100SE +/- 0.05, N = 378.24

Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-Stream

Clear Linux: The test quit with a non-zero exit status. E: deepsparse: line 2: /.local/bin/deepsparse.benchmark: No such file or directory

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.1Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-StreamUbuntu 22.10306090120150SE +/- 0.21, N = 3153.13

Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-Stream

Clear Linux: The test quit with a non-zero exit status. E: deepsparse: line 2: /.local/bin/deepsparse.benchmark: No such file or directory

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.1Model: CV Detection,YOLOv5s COCO - Scenario: Synchronous Single-StreamUbuntu 22.1048121620SE +/- 0.05, N = 317.59

Model: CV Detection,YOLOv5s COCO - Scenario: Synchronous Single-Stream

Clear Linux: The test quit with a non-zero exit status. E: deepsparse: line 2: /.local/bin/deepsparse.benchmark: No such file or directory

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.1Model: CV Detection,YOLOv5s COCO - Scenario: Synchronous Single-StreamUbuntu 22.101326395265SE +/- 0.15, N = 356.83

Model: CV Detection,YOLOv5s COCO - Scenario: Synchronous Single-Stream

Clear Linux: The test quit with a non-zero exit status. E: deepsparse: line 2: /.local/bin/deepsparse.benchmark: No such file or directory

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.1Model: CV Detection,YOLOv5s COCO - Scenario: Asynchronous Multi-StreamUbuntu 22.104080120160200SE +/- 0.49, N = 3159.94

Model: CV Detection,YOLOv5s COCO - Scenario: Asynchronous Multi-Stream

Clear Linux: The test quit with a non-zero exit status. E: deepsparse: line 2: /.local/bin/deepsparse.benchmark: No such file or directory

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.1Model: CV Detection,YOLOv5s COCO - Scenario: Asynchronous Multi-StreamUbuntu 22.1020406080100SE +/- 0.23, N = 374.69

Model: CV Detection,YOLOv5s COCO - Scenario: Asynchronous Multi-Stream

Clear Linux: The test quit with a non-zero exit status. E: deepsparse: line 2: /.local/bin/deepsparse.benchmark: No such file or directory

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.1Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Synchronous Single-StreamUbuntu 22.10714212835SE +/- 0.23, N = 331.07

Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Synchronous Single-Stream

Clear Linux: The test quit with a non-zero exit status. E: deepsparse: line 2: /.local/bin/deepsparse.benchmark: No such file or directory

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.1Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Synchronous Single-StreamUbuntu 22.10714212835SE +/- 0.24, N = 332.18

Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Synchronous Single-Stream

Clear Linux: The test quit with a non-zero exit status. E: deepsparse: line 2: /.local/bin/deepsparse.benchmark: No such file or directory

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.1Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Asynchronous Multi-StreamUbuntu 22.1050100150200250SE +/- 0.71, N = 3236.60

Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Asynchronous Multi-Stream

Clear Linux: The test quit with a non-zero exit status. E: deepsparse: line 2: /.local/bin/deepsparse.benchmark: No such file or directory

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.1Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Asynchronous Multi-StreamUbuntu 22.101122334455SE +/- 0.20, N = 350.40

Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Asynchronous Multi-Stream

Clear Linux: The test quit with a non-zero exit status. E: deepsparse: line 2: /.local/bin/deepsparse.benchmark: No such file or directory

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.1Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Synchronous Single-StreamUbuntu 22.1020406080100SE +/- 0.21, N = 390.05

Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Synchronous Single-Stream

Clear Linux: The test quit with a non-zero exit status. E: deepsparse: line 2: /.local/bin/deepsparse.benchmark: No such file or directory

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.1Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Synchronous Single-StreamUbuntu 22.103691215SE +/- 0.03, N = 311.10

Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Synchronous Single-Stream

Clear Linux: The test quit with a non-zero exit status. E: deepsparse: line 2: /.local/bin/deepsparse.benchmark: No such file or directory

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.1Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-StreamUbuntu 22.102004006008001000SE +/- 3.09, N = 3967.89

Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-Stream

Clear Linux: The test quit with a non-zero exit status. E: deepsparse: line 2: /.local/bin/deepsparse.benchmark: No such file or directory

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.1Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-StreamUbuntu 22.103691215SE +/- 0.04, N = 312.05

Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-Stream

Clear Linux: The test quit with a non-zero exit status. E: deepsparse: line 2: /.local/bin/deepsparse.benchmark: No such file or directory

TensorFlow

This is a benchmark of the TensorFlow deep learning framework using the TensorFlow reference benchmarks (tensorflow/benchmarks with tf_cnn_benchmarks.py). Note with the Phoronix Test Suite there is also pts/tensorflow-lite for benchmarking the TensorFlow Lite binaries too. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.10Device: CPU - Batch Size: 512 - Model: GoogLeNetUbuntu 22.1020406080100SE +/- 0.36, N = 3109.34

Device: CPU - Batch Size: 512 - Model: GoogLeNet

Clear Linux: The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'tensorflow'

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.10Device: CPU - Batch Size: 256 - Model: ResNet-50Ubuntu 22.10918273645SE +/- 0.02, N = 337.06

Device: CPU - Batch Size: 256 - Model: ResNet-50

Clear Linux: The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'tensorflow'

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.10Device: CPU - Batch Size: 256 - Model: GoogLeNetUbuntu 22.1020406080100SE +/- 0.20, N = 3109.10

Device: CPU - Batch Size: 256 - Model: GoogLeNet

Clear Linux: The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'tensorflow'

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.10Device: CPU - Batch Size: 64 - Model: ResNet-50Ubuntu 22.10918273645SE +/- 0.05, N = 337.68

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

Clear Linux: The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'tensorflow'

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.10Device: CPU - Batch Size: 64 - Model: GoogLeNetUbuntu 22.1020406080100SE +/- 0.22, N = 3111.20

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

Clear Linux: The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'tensorflow'

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.10Device: CPU - Batch Size: 32 - Model: ResNet-50Ubuntu 22.10918273645SE +/- 0.08, N = 338.51

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

Clear Linux: The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'tensorflow'

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.10Device: CPU - Batch Size: 32 - Model: GoogLeNetUbuntu 22.10306090120150SE +/- 0.44, N = 3113.16

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

Clear Linux: The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'tensorflow'

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.10Device: CPU - Batch Size: 16 - Model: ResNet-50Ubuntu 22.10918273645SE +/- 0.32, N = 339.70

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

Clear Linux: The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'tensorflow'

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.10Device: CPU - Batch Size: 16 - Model: GoogLeNetUbuntu 22.10306090120150SE +/- 0.12, N = 3117.39

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

Clear Linux: The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'tensorflow'

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.10Device: CPU - Batch Size: 512 - Model: AlexNetUbuntu 22.1060120180240300SE +/- 0.08, N = 3264.59

Device: CPU - Batch Size: 512 - Model: AlexNet

Clear Linux: The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'tensorflow'

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.10Device: CPU - Batch Size: 256 - Model: AlexNetUbuntu 22.1060120180240300SE +/- 0.32, N = 3256.55

Device: CPU - Batch Size: 256 - Model: AlexNet

Clear Linux: The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'tensorflow'

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.10Device: CPU - Batch Size: 64 - Model: AlexNetUbuntu 22.1050100150200250SE +/- 0.42, N = 3235.17

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

Clear Linux: The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'tensorflow'

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.10Device: CPU - Batch Size: 32 - Model: AlexNetUbuntu 22.1050100150200250SE +/- 0.43, N = 3206.94

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

Clear Linux: The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'tensorflow'

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.10Device: CPU - Batch Size: 16 - Model: AlexNetUbuntu 22.104080120160200SE +/- 0.36, N = 3162.47

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

Clear Linux: The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'tensorflow'

HammerDB - MariaDB

This is a MariaDB MySQL database server benchmark making use of the HammerDB benchmarking / load testing tool. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTransactions Per Minute, More Is BetterHammerDB - MariaDB 10.9.3Virtual Users: 64 - Warehouses: 250Ubuntu 22.1020K40K60K80K100K893321. (CXX) g++ options: -pie -fPIC -fstack-protector -O2 -lnuma -lpcre2-8 -lcrypt -lsystemd -lz -lm -lssl -lcrypto -lpthread -ldl

OpenBenchmarking.orgNew Orders Per Minute, More Is BetterHammerDB - MariaDB 10.9.3Virtual Users: 64 - Warehouses: 250Ubuntu 22.108K16K24K32K40K384401. (CXX) g++ options: -pie -fPIC -fstack-protector -O2 -lnuma -lpcre2-8 -lcrypt -lsystemd -lz -lm -lssl -lcrypto -lpthread -ldl

OpenBenchmarking.orgTransactions Per Minute, More Is BetterHammerDB - MariaDB 10.9.3Virtual Users: 64 - Warehouses: 100Ubuntu 22.1020K40K60K80K100K907681. (CXX) g++ options: -pie -fPIC -fstack-protector -O2 -lnuma -lpcre2-8 -lcrypt -lsystemd -lz -lm -lssl -lcrypto -lpthread -ldl

OpenBenchmarking.orgNew Orders Per Minute, More Is BetterHammerDB - MariaDB 10.9.3Virtual Users: 64 - Warehouses: 100Ubuntu 22.108K16K24K32K40K390631. (CXX) g++ options: -pie -fPIC -fstack-protector -O2 -lnuma -lpcre2-8 -lcrypt -lsystemd -lz -lm -lssl -lcrypto -lpthread -ldl

OpenBenchmarking.orgTransactions Per Minute, More Is BetterHammerDB - MariaDB 10.9.3Virtual Users: 32 - Warehouses: 250Ubuntu 22.1020K40K60K80K100K828611. (CXX) g++ options: -pie -fPIC -fstack-protector -O2 -lnuma -lpcre2-8 -lcrypt -lsystemd -lz -lm -lssl -lcrypto -lpthread -ldl

OpenBenchmarking.orgNew Orders Per Minute, More Is BetterHammerDB - MariaDB 10.9.3Virtual Users: 32 - Warehouses: 250Ubuntu 22.108K16K24K32K40K356821. (CXX) g++ options: -pie -fPIC -fstack-protector -O2 -lnuma -lpcre2-8 -lcrypt -lsystemd -lz -lm -lssl -lcrypto -lpthread -ldl

OpenBenchmarking.orgTransactions Per Minute, More Is BetterHammerDB - MariaDB 10.9.3Virtual Users: 32 - Warehouses: 100Ubuntu 22.1020K40K60K80K100K883151. (CXX) g++ options: -pie -fPIC -fstack-protector -O2 -lnuma -lpcre2-8 -lcrypt -lsystemd -lz -lm -lssl -lcrypto -lpthread -ldl

OpenBenchmarking.orgNew Orders Per Minute, More Is BetterHammerDB - MariaDB 10.9.3Virtual Users: 32 - Warehouses: 100Ubuntu 22.108K16K24K32K40K380081. (CXX) g++ options: -pie -fPIC -fstack-protector -O2 -lnuma -lpcre2-8 -lcrypt -lsystemd -lz -lm -lssl -lcrypto -lpthread -ldl

OpenBenchmarking.orgTransactions Per Minute, More Is BetterHammerDB - MariaDB 10.9.3Virtual Users: 16 - Warehouses: 250Ubuntu 22.1020K40K60K80K100K865411. (CXX) g++ options: -pie -fPIC -fstack-protector -O2 -lnuma -lpcre2-8 -lcrypt -lsystemd -lz -lm -lssl -lcrypto -lpthread -ldl

OpenBenchmarking.orgNew Orders Per Minute, More Is BetterHammerDB - MariaDB 10.9.3Virtual Users: 16 - Warehouses: 250Ubuntu 22.108K16K24K32K40K371401. (CXX) g++ options: -pie -fPIC -fstack-protector -O2 -lnuma -lpcre2-8 -lcrypt -lsystemd -lz -lm -lssl -lcrypto -lpthread -ldl

OpenBenchmarking.orgTransactions Per Minute, More Is BetterHammerDB - MariaDB 10.9.3Virtual Users: 16 - Warehouses: 100Ubuntu 22.1020K40K60K80K100K862771. (CXX) g++ options: -pie -fPIC -fstack-protector -O2 -lnuma -lpcre2-8 -lcrypt -lsystemd -lz -lm -lssl -lcrypto -lpthread -ldl

OpenBenchmarking.orgNew Orders Per Minute, More Is BetterHammerDB - MariaDB 10.9.3Virtual Users: 16 - Warehouses: 100Ubuntu 22.108K16K24K32K40K371821. (CXX) g++ options: -pie -fPIC -fstack-protector -O2 -lnuma -lpcre2-8 -lcrypt -lsystemd -lz -lm -lssl -lcrypto -lpthread -ldl

OpenBenchmarking.orgTransactions Per Minute, More Is BetterHammerDB - MariaDB 10.9.3Virtual Users: 8 - Warehouses: 250Ubuntu 22.1015K30K45K60K75K721631. (CXX) g++ options: -pie -fPIC -fstack-protector -O2 -lnuma -lpcre2-8 -lcrypt -lsystemd -lz -lm -lssl -lcrypto -lpthread -ldl

OpenBenchmarking.orgNew Orders Per Minute, More Is BetterHammerDB - MariaDB 10.9.3Virtual Users: 8 - Warehouses: 250Ubuntu 22.107K14K21K28K35K310381. (CXX) g++ options: -pie -fPIC -fstack-protector -O2 -lnuma -lpcre2-8 -lcrypt -lsystemd -lz -lm -lssl -lcrypto -lpthread -ldl

OpenBenchmarking.orgTransactions Per Minute, More Is BetterHammerDB - MariaDB 10.9.3Virtual Users: 8 - Warehouses: 100Ubuntu 22.1020K40K60K80K100K891211. (CXX) g++ options: -pie -fPIC -fstack-protector -O2 -lnuma -lpcre2-8 -lcrypt -lsystemd -lz -lm -lssl -lcrypto -lpthread -ldl

OpenBenchmarking.orgNew Orders Per Minute, More Is BetterHammerDB - MariaDB 10.9.3Virtual Users: 8 - Warehouses: 100Ubuntu 22.108K16K24K32K40K382361. (CXX) g++ options: -pie -fPIC -fstack-protector -O2 -lnuma -lpcre2-8 -lcrypt -lsystemd -lz -lm -lssl -lcrypto -lpthread -ldl

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: 1000000 - Partitions: 500 - Broadcast Inner Join Test TimeUbuntu 22.100.17780.35560.53340.71120.889SE +/- 0.01, N = 150.79

Row Count: 1000000 - Partitions: 500 - Broadcast Inner Join Test Time

Clear Linux: The test run did not produce a result. E: _pickle.PicklingError: Could not serialize object: IndexError: tuple index out of range

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 500 - Repartition Test TimeUbuntu 22.100.24530.49060.73590.98121.2265SE +/- 0.01, N = 151.09

Row Count: 1000000 - Partitions: 500 - Repartition Test Time

Clear Linux: The test run did not produce a result. E: _pickle.PicklingError: Could not serialize object: IndexError: tuple index out of range

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 500 - Group By Test TimeUbuntu 22.100.5491.0981.6472.1962.745SE +/- 0.01, N = 152.44

Row Count: 1000000 - Partitions: 500 - Group By Test Time

Clear Linux: The test run did not produce a result. E: _pickle.PicklingError: Could not serialize object: IndexError: tuple index out of range

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 500 - Calculate Pi Benchmark Using DataframeUbuntu 22.100.73351.4672.20052.9343.6675SE +/- 0.04, N = 153.26

Row Count: 1000000 - Partitions: 500 - Calculate Pi Benchmark Using Dataframe

Clear Linux: The test run did not produce a result. E: _pickle.PicklingError: Could not serialize object: IndexError: tuple index out of range

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 500 - Calculate Pi BenchmarkUbuntu 22.101224364860SE +/- 0.06, N = 1552.24

Row Count: 1000000 - Partitions: 500 - Calculate Pi Benchmark

Clear Linux: The test run did not produce a result. E: _pickle.PicklingError: Could not serialize object: IndexError: tuple index out of range

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 500 - SHA-512 Benchmark TimeUbuntu 22.100.45680.91361.37041.82722.284SE +/- 0.02, N = 152.03

Row Count: 1000000 - Partitions: 500 - SHA-512 Benchmark Time

Clear Linux: The test run did not produce a result. E: _pickle.PicklingError: Could not serialize object: IndexError: tuple index out of range

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Broadcast Inner Join Test TimeUbuntu 22.100.17330.34660.51990.69320.8665SE +/- 0.02, N = 30.77

Row Count: 1000000 - Partitions: 100 - Broadcast Inner Join Test Time

Clear Linux: The test run did not produce a result. E: _pickle.PicklingError: Could not serialize object: IndexError: tuple index out of range

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Repartition Test TimeUbuntu 22.100.22950.4590.68850.9181.1475SE +/- 0.01, N = 31.02

Row Count: 1000000 - Partitions: 100 - Repartition Test Time

Clear Linux: The test run did not produce a result. E: _pickle.PicklingError: Could not serialize object: IndexError: tuple index out of range

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Group By Test TimeUbuntu 22.100.59181.18361.77542.36722.959SE +/- 0.02, N = 32.63

Row Count: 1000000 - Partitions: 100 - Group By Test Time

Clear Linux: The test run did not produce a result. E: _pickle.PicklingError: Could not serialize object: IndexError: tuple index out of range

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Calculate Pi Benchmark Using DataframeUbuntu 22.100.77631.55262.32893.10523.8815SE +/- 0.03, N = 33.45

Row Count: 1000000 - Partitions: 100 - Calculate Pi Benchmark Using Dataframe

Clear Linux: The test run did not produce a result. E: _pickle.PicklingError: Could not serialize object: IndexError: tuple index out of range

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Calculate Pi BenchmarkUbuntu 22.101224364860SE +/- 0.18, N = 351.76

Row Count: 1000000 - Partitions: 100 - Calculate Pi Benchmark

Clear Linux: The test run did not produce a result. E: _pickle.PicklingError: Could not serialize object: IndexError: tuple index out of range

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - SHA-512 Benchmark TimeUbuntu 22.100.44780.89561.34341.79122.239SE +/- 0.01, N = 31.99

Row Count: 1000000 - Partitions: 100 - SHA-512 Benchmark Time

Clear Linux: The test run did not produce a result. E: _pickle.PicklingError: Could not serialize object: IndexError: tuple index out of range

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: 1080p - Samples Per Pixel: 32 - Renderer: Path TracerUbuntu 22.1010K20K30K40K50KSE +/- 33.28, N = 3464951. (CXX) g++ options: -O3 -lm -ldl

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

Clear Linux: The test quit with a non-zero exit status. E: ospray-studio: line 5: ospStudio: command not found

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.11Camera: 1 - Resolution: 1080p - Samples Per Pixel: 32 - Renderer: Path TracerUbuntu 22.108K16K24K32K40KSE +/- 48.68, N = 3390371. (CXX) g++ options: -O3 -lm -ldl

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

Clear Linux: The test quit with a non-zero exit status. E: ospray-studio: line 5: ospStudio: command not found

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.11Camera: 3 - Resolution: 1080p - Samples Per Pixel: 1 - Renderer: Path TracerUbuntu 22.1030060090012001500SE +/- 4.33, N = 314731. (CXX) g++ options: -O3 -lm -ldl

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

Clear Linux: The test quit with a non-zero exit status. E: ospray-studio: line 5: ospStudio: command not found

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.11Camera: 1 - Resolution: 1080p - Samples Per Pixel: 1 - Renderer: Path TracerUbuntu 22.1030060090012001500SE +/- 2.73, N = 312421. (CXX) g++ options: -O3 -lm -ldl

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

Clear Linux: The test quit with a non-zero exit status. E: ospray-studio: line 5: ospStudio: command not found

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.11Camera: 3 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path TracerUbuntu 22.1040K80K120K160K200KSE +/- 169.22, N = 31875791. (CXX) g++ options: -O3 -lm -ldl

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

Clear Linux: The test quit with a non-zero exit status. E: ospray-studio: line 5: ospStudio: command not found

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.11Camera: 1 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path TracerUbuntu 22.1030K60K90K120K150KSE +/- 533.75, N = 31571851. (CXX) g++ options: -O3 -lm -ldl

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

Clear Linux: The test quit with a non-zero exit status. E: ospray-studio: line 5: ospStudio: command not found

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.11Camera: 3 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path TracerUbuntu 22.1012002400360048006000SE +/- 5.24, N = 357581. (CXX) g++ options: -O3 -lm -ldl

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

Clear Linux: The test quit with a non-zero exit status. E: ospray-studio: line 5: ospStudio: command not found

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 0.11Camera: 1 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path TracerUbuntu 22.1010002000300040005000SE +/- 6.89, N = 348311. (CXX) g++ options: -O3 -lm -ldl

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

Clear Linux: The test quit with a non-zero exit status. E: ospray-studio: line 5: ospStudio: command not found

Timed Node.js Compilation

This test profile times how long it takes to build/compile Node.js itself from source. Node.js is a JavaScript run-time built from the Chrome V8 JavaScript engine while itself is written in C/C++. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Node.js Compilation 18.8Time To CompileUbuntu 22.1060120180240300SE +/- 0.04, N = 3256.70

Time To Compile

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

Stargate Digital Audio Workstation

Stargate is an open-source, cross-platform digital audio workstation (DAW) software package with "a unique and carefully curated experience" with scalability from old systems up through modern multi-core systems. Stargate is GPLv3 licensed and makes use of Qt5 (PyQt5) for its user-interface. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgRender Ratio, More Is BetterStargate Digital Audio Workstation 21.10.9Sample Rate: 96000 - Buffer Size: 1024Ubuntu 22.101.09232.18463.27694.36925.4615SE +/- 0.001939, N = 34.8546951. (CXX) g++ options: -lpthread -lsndfile -lm -O3 -march=native -ffast-math -funroll-loops -fstrength-reduce -fstrict-aliasing -finline-functions

Sample Rate: 96000 - Buffer Size: 1024

Clear Linux: The test quit with a non-zero exit status. E: stargate: line 40: ./engine/stargate-engine: No such file or directory

OpenBenchmarking.orgRender Ratio, More Is BetterStargate Digital Audio Workstation 21.10.9Sample Rate: 44100 - Buffer Size: 1024Ubuntu 22.10246810SE +/- 0.011125, N = 36.4228351. (CXX) g++ options: -lpthread -lsndfile -lm -O3 -march=native -ffast-math -funroll-loops -fstrength-reduce -fstrict-aliasing -finline-functions

Sample Rate: 44100 - Buffer Size: 1024

Clear Linux: The test quit with a non-zero exit status. E: stargate: line 40: ./engine/stargate-engine: No such file or directory

OpenBenchmarking.orgRender Ratio, More Is BetterStargate Digital Audio Workstation 21.10.9Sample Rate: 96000 - Buffer Size: 512Ubuntu 22.101.08412.16823.25234.33645.4205SE +/- 0.002423, N = 34.8184251. (CXX) g++ options: -lpthread -lsndfile -lm -O3 -march=native -ffast-math -funroll-loops -fstrength-reduce -fstrict-aliasing -finline-functions

Sample Rate: 96000 - Buffer Size: 512

Clear Linux: The test quit with a non-zero exit status. E: stargate: line 40: ./engine/stargate-engine: No such file or directory

OpenBenchmarking.orgRender Ratio, More Is BetterStargate Digital Audio Workstation 21.10.9Sample Rate: 44100 - Buffer Size: 512Ubuntu 22.10246810SE +/- 0.006537, N = 36.1453531. (CXX) g++ options: -lpthread -lsndfile -lm -O3 -march=native -ffast-math -funroll-loops -fstrength-reduce -fstrict-aliasing -finline-functions

Sample Rate: 44100 - Buffer Size: 512

Clear Linux: The test quit with a non-zero exit status. E: stargate: line 40: ./engine/stargate-engine: No such file or directory

AOM AV1

This is a test of the AOMedia AV1 encoder (libaom) developed by AOMedia and Google as the AV1 Codec Library. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.5Encoder Mode: Speed 10 Realtime - Input: Bosphorus 4KUbuntu 22.1020406080100SE +/- 0.10, N = 386.521. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm

Encoder Mode: Speed 10 Realtime - Input: Bosphorus 4K

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

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.5Encoder Mode: Speed 9 Realtime - Input: Bosphorus 4KUbuntu 22.1020406080100SE +/- 0.15, N = 385.341. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm

Encoder Mode: Speed 9 Realtime - Input: Bosphorus 4K

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

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.5Encoder Mode: Speed 8 Realtime - Input: Bosphorus 4KUbuntu 22.101530456075SE +/- 0.50, N = 366.051. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm

Encoder Mode: Speed 8 Realtime - Input: Bosphorus 4K

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

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.5Encoder Mode: Speed 6 Realtime - Input: Bosphorus 4KUbuntu 22.101020304050SE +/- 0.13, N = 344.871. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm

Encoder Mode: Speed 6 Realtime - Input: Bosphorus 4K

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

srsRAN

srsRAN is an open-source LTE/5G software radio suite created by Software Radio Systems (SRS). The srsRAN radio suite was formerly known as srsLTE and can be used for building your own software-defined radio (SDR) 4G/5G mobile network. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgUE Mb/s, More Is BettersrsRAN 22.04.1Test: 5G PHY_DL_NR Test 52 PRB SISO 64-QAMUbuntu 22.1020406080100SE +/- 0.24, N = 3107.61. (CXX) g++ options: -std=c++14 -fno-strict-aliasing -march=native -mfpmath=sse -mavx2 -fvisibility=hidden -O3 -fno-trapping-math -fno-math-errno -ldl -lpthread -lm

Test: 5G PHY_DL_NR Test 52 PRB SISO 64-QAM

Clear Linux: The test run did not produce a result. E: srsran: line 3: ./lib/test/phy/phy_dl_nr_test: No such file or directory

OpenBenchmarking.orgeNb Mb/s, More Is BettersrsRAN 22.04.1Test: 5G PHY_DL_NR Test 52 PRB SISO 64-QAMUbuntu 22.1050100150200250SE +/- 0.24, N = 3224.31. (CXX) g++ options: -std=c++14 -fno-strict-aliasing -march=native -mfpmath=sse -mavx2 -fvisibility=hidden -O3 -fno-trapping-math -fno-math-errno -ldl -lpthread -lm

Test: 5G PHY_DL_NR Test 52 PRB SISO 64-QAM

Clear Linux: The test run did not produce a result. E: srsran: line 3: ./lib/test/phy/phy_dl_nr_test: No such file or directory

OpenBenchmarking.orgUE Mb/s, More Is BettersrsRAN 22.04.1Test: 4G PHY_DL_Test 100 PRB SISO 256-QAMUbuntu 22.1050100150200250SE +/- 2.07, N = 3242.61. (CXX) g++ options: -std=c++14 -fno-strict-aliasing -march=native -mfpmath=sse -mavx2 -fvisibility=hidden -O3 -fno-trapping-math -fno-math-errno -ldl -lpthread -lm

Test: 4G PHY_DL_Test 100 PRB SISO 256-QAM

Clear Linux: The test run did not produce a result. E: srsran: line 3: ./lib/test/phy/phy_dl_test: No such file or directory

OpenBenchmarking.orgeNb Mb/s, More Is BettersrsRAN 22.04.1Test: 4G PHY_DL_Test 100 PRB SISO 256-QAMUbuntu 22.10150300450600750SE +/- 8.14, N = 3683.71. (CXX) g++ options: -std=c++14 -fno-strict-aliasing -march=native -mfpmath=sse -mavx2 -fvisibility=hidden -O3 -fno-trapping-math -fno-math-errno -ldl -lpthread -lm

Test: 4G PHY_DL_Test 100 PRB SISO 256-QAM

Clear Linux: The test run did not produce a result. E: srsran: line 3: ./lib/test/phy/phy_dl_test: No such file or directory

OpenBenchmarking.orgUE Mb/s, More Is BettersrsRAN 22.04.1Test: 4G PHY_DL_Test 100 PRB MIMO 256-QAMUbuntu 22.104080120160200SE +/- 0.71, N = 3199.21. (CXX) g++ options: -std=c++14 -fno-strict-aliasing -march=native -mfpmath=sse -mavx2 -fvisibility=hidden -O3 -fno-trapping-math -fno-math-errno -ldl -lpthread -lm

Test: 4G PHY_DL_Test 100 PRB MIMO 256-QAM

Clear Linux: The test run did not produce a result. E: srsran: line 3: ./lib/test/phy/phy_dl_test: No such file or directory

OpenBenchmarking.orgeNb Mb/s, More Is BettersrsRAN 22.04.1Test: 4G PHY_DL_Test 100 PRB MIMO 256-QAMUbuntu 22.10150300450600750SE +/- 5.48, N = 3677.51. (CXX) g++ options: -std=c++14 -fno-strict-aliasing -march=native -mfpmath=sse -mavx2 -fvisibility=hidden -O3 -fno-trapping-math -fno-math-errno -ldl -lpthread -lm

Test: 4G PHY_DL_Test 100 PRB MIMO 256-QAM

Clear Linux: The test run did not produce a result. E: srsran: line 3: ./lib/test/phy/phy_dl_test: No such file or directory

OpenBenchmarking.orgUE Mb/s, More Is BettersrsRAN 22.04.1Test: 4G PHY_DL_Test 100 PRB SISO 64-QAMUbuntu 22.1050100150200250SE +/- 0.12, N = 3233.31. (CXX) g++ options: -std=c++14 -fno-strict-aliasing -march=native -mfpmath=sse -mavx2 -fvisibility=hidden -O3 -fno-trapping-math -fno-math-errno -ldl -lpthread -lm

Test: 4G PHY_DL_Test 100 PRB SISO 64-QAM

Clear Linux: The test run did not produce a result. E: srsran: line 3: ./lib/test/phy/phy_dl_test: No such file or directory

OpenBenchmarking.orgeNb Mb/s, More Is BettersrsRAN 22.04.1Test: 4G PHY_DL_Test 100 PRB SISO 64-QAMUbuntu 22.10140280420560700SE +/- 1.34, N = 3633.11. (CXX) g++ options: -std=c++14 -fno-strict-aliasing -march=native -mfpmath=sse -mavx2 -fvisibility=hidden -O3 -fno-trapping-math -fno-math-errno -ldl -lpthread -lm

Test: 4G PHY_DL_Test 100 PRB SISO 64-QAM

Clear Linux: The test run did not produce a result. E: srsran: line 3: ./lib/test/phy/phy_dl_test: No such file or directory

OpenBenchmarking.orgUE Mb/s, More Is BettersrsRAN 22.04.1Test: 4G PHY_DL_Test 100 PRB MIMO 64-QAMUbuntu 22.104080120160200SE +/- 0.40, N = 3182.01. (CXX) g++ options: -std=c++14 -fno-strict-aliasing -march=native -mfpmath=sse -mavx2 -fvisibility=hidden -O3 -fno-trapping-math -fno-math-errno -ldl -lpthread -lm

Test: 4G PHY_DL_Test 100 PRB MIMO 64-QAM

Clear Linux: The test run did not produce a result. E: srsran: line 3: ./lib/test/phy/phy_dl_test: No such file or directory

OpenBenchmarking.orgeNb Mb/s, More Is BettersrsRAN 22.04.1Test: 4G PHY_DL_Test 100 PRB MIMO 64-QAMUbuntu 22.10130260390520650SE +/- 2.64, N = 3624.91. (CXX) g++ options: -std=c++14 -fno-strict-aliasing -march=native -mfpmath=sse -mavx2 -fvisibility=hidden -O3 -fno-trapping-math -fno-math-errno -ldl -lpthread -lm

Test: 4G PHY_DL_Test 100 PRB MIMO 64-QAM

Clear Linux: The test run did not produce a result. E: srsran: line 3: ./lib/test/phy/phy_dl_test: No such file or directory

OpenBenchmarking.orgSamples / Second, More Is BettersrsRAN 22.04.1Test: OFDM_TestUbuntu 22.1040M80M120M160M200MSE +/- 360555.13, N = 31956000001. (CXX) g++ options: -std=c++14 -fno-strict-aliasing -march=native -mfpmath=sse -mavx2 -fvisibility=hidden -O3 -fno-trapping-math -fno-math-errno -ldl -lpthread -lm

Test: OFDM_Test

Clear Linux: The test run did not produce a result. E: srsran: line 3: ./lib/src/phy/dft/test/ofdm_test: No such file or directory

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 22.10400800120016002000SE +/- 26.27, N = 31957.9MIN: 1750.66 / MAX: 2219.24

Test: In-Memory Database Shootout

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

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: TradebeansUbuntu 22.10400800120016002000SE +/- 4.66, N = 41689

Java Test: Tradebeans

Clear Linux: The test quit with a non-zero exit status. E: Caused by: java.lang.ExceptionInInitializerError: Exception java.lang.ExceptionInInitializerError [in thread "main"]

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: TradesoapUbuntu 22.10400800120016002000SE +/- 14.59, N = 71638

Java Test: Tradesoap

Clear Linux: The test quit with a non-zero exit status. E: Caused by: java.lang.ExceptionInInitializerError: Exception java.lang.ExceptionInInitializerError [in thread "main"]

Java Gradle Build

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

OpenBenchmarking.orgSeconds, Fewer Is BetterJava Gradle BuildGradle Build: ReactorUbuntu 22.10306090120150SE +/- 1.44, N = 6142.80

Gradle Build: Reactor

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

Chia Blockchain VDF

Chia is a blockchain and smart transaction platform based on proofs of space and time rather than proofs of work with other cryptocurrencies. This test profile is benchmarking the CPU performance for Chia VDF performance using the Chia VDF benchmark. The Chia VDF is for the Chia Verifiable Delay Function (Proof of Time). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgIPS, More Is BetterChia Blockchain VDF 1.0.7Test: Square Assembly OptimizedUbuntu 22.1060K120K180K240K300KSE +/- 218.58, N = 32690671. (CXX) g++ options: -flto -no-pie -lgmpxx -lgmp -lboost_system -pthread

Test: Square Assembly Optimized

Clear Linux: The test quit with a non-zero exit status. E: chia-vdf: line 3: ./src/vdf_bench: No such file or directory

OpenBenchmarking.orgIPS, More Is BetterChia Blockchain VDF 1.0.7Test: Square Plain C++Ubuntu 22.1050K100K150K200K250KSE +/- 133.33, N = 32529331. (CXX) g++ options: -flto -no-pie -lgmpxx -lgmp -lboost_system -pthread

Test: Square Plain C++

Clear Linux: The test quit with a non-zero exit status. E: chia-vdf: line 3: ./src/vdf_bench: No such file or directory

Xmrig

Xmrig is an open-source cross-platform CPU/GPU miner for RandomX, KawPow, CryptoNight and AstroBWT. This test profile is setup to measure the Xmlrig CPU mining performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgH/s, More Is BetterXmrig 6.18.1Variant: Wownero - Hash Count: 1MUbuntu 22.104K8K12K16K20KSE +/- 35.72, N = 316463.21. (CXX) g++ options: -fexceptions -fno-rtti -maes -O3 -Ofast -static-libgcc -static-libstdc++ -rdynamic -lssl -lcrypto -luv -lpthread -lrt -ldl -lhwloc

Variant: Wownero - Hash Count: 1M

Clear Linux: The test quit with a non-zero exit status. E: xmrig: line 3: ./xmrig: No such file or directory

OpenBenchmarking.orgH/s, More Is BetterXmrig 6.18.1Variant: Monero - Hash Count: 1MUbuntu 22.102K4K6K8K10KSE +/- 65.64, N = 39652.51. (CXX) g++ options: -fexceptions -fno-rtti -maes -O3 -Ofast -static-libgcc -static-libstdc++ -rdynamic -lssl -lcrypto -luv -lpthread -lrt -ldl -lhwloc

Variant: Monero - Hash Count: 1M

Clear Linux: The test quit with a non-zero exit status. E: xmrig: line 3: ./xmrig: No such file or directory

OpenFOAM

OpenFOAM is the leading free, open-source software for computational fluid dynamics (CFD). This test profile currently uses the drivaerFastback test case for analyzing automotive aerodynamics or alternatively the older motorBike input. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenFOAM 10Input: drivaerFastback, Small Mesh Size - Execution TimeUbuntu 22.10306090120150151.341. (CXX) g++ options: -std=c++14 -m64 -O3 -ftemplate-depth-100 -fPIC -fuse-ld=bfd -Xlinker --add-needed --no-as-needed -lfoamToVTK -ldynamicMesh -llagrangian -lgenericPatchFields -lfileFormats -lOpenFOAM -ldl -lm

Input: drivaerFastback, Small Mesh Size - Execution Time

Clear Linux: The test quit with a non-zero exit status. E: cat: log.simpleFoam: No such file or directory

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenFOAM 10Input: drivaerFastback, Small Mesh Size - Mesh TimeUbuntu 22.1061218243027.341. (CXX) g++ options: -std=c++14 -m64 -O3 -ftemplate-depth-100 -fPIC -fuse-ld=bfd -Xlinker --add-needed --no-as-needed -lfoamToVTK -ldynamicMesh -llagrangian -lgenericPatchFields -lfileFormats -lOpenFOAM -ldl -lm

Input: drivaerFastback, Small Mesh Size - Mesh Time

Clear Linux: The test quit with a non-zero exit status. E: cat: log.simpleFoam: No such file or directory

Polyhedron Fortran Benchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPolyhedron Fortran BenchmarksBenchmark: mp_prop_designUbuntu 22.1061218243025.77

Benchmark: mp_prop_design

Clear Linux: The test quit with a non-zero exit status. E: cat: '*.sum': No such file or directory

OpenBenchmarking.orgSeconds, Fewer Is BetterPolyhedron Fortran BenchmarksBenchmark: test_fpu2Ubuntu 22.104812162013.99

Benchmark: test_fpu2

Clear Linux: The test quit with a non-zero exit status. E: cat: '*.sum': No such file or directory

OpenBenchmarking.orgSeconds, Fewer Is BetterPolyhedron Fortran BenchmarksBenchmark: gas_dyn2Ubuntu 22.1061218243025.83

Benchmark: gas_dyn2

Clear Linux: The test quit with a non-zero exit status. E: cat: '*.sum': No such file or directory

OpenBenchmarking.orgSeconds, Fewer Is BetterPolyhedron Fortran BenchmarksBenchmark: fatigue2Ubuntu 22.1051015202521.88

Benchmark: fatigue2

Clear Linux: The test quit with a non-zero exit status. E: cat: '*.sum': No such file or directory

OpenBenchmarking.orgSeconds, Fewer Is BetterPolyhedron Fortran BenchmarksBenchmark: channel2Ubuntu 22.1071421283529.3

Benchmark: channel2

Clear Linux: The test quit with a non-zero exit status. E: cat: '*.sum': No such file or directory

OpenBenchmarking.orgSeconds, Fewer Is BetterPolyhedron Fortran BenchmarksBenchmark: capacitaUbuntu 22.101.15432.30863.46294.61725.77155.13

Benchmark: capacita

Clear Linux: The test quit with a non-zero exit status. E: cat: '*.sum': No such file or directory

OpenBenchmarking.orgSeconds, Fewer Is BetterPolyhedron Fortran BenchmarksBenchmark: proteinUbuntu 22.102468106.93

Benchmark: protein

Clear Linux: The test quit with a non-zero exit status. E: cat: '*.sum': No such file or directory

OpenBenchmarking.orgSeconds, Fewer Is BetterPolyhedron Fortran BenchmarksBenchmark: induct2Ubuntu 22.10369121511.07

Benchmark: induct2

Clear Linux: The test quit with a non-zero exit status. E: cat: '*.sum': No such file or directory

OpenBenchmarking.orgSeconds, Fewer Is BetterPolyhedron Fortran BenchmarksBenchmark: rnflowUbuntu 22.1036912159.54

Benchmark: rnflow

Clear Linux: The test quit with a non-zero exit status. E: cat: '*.sum': No such file or directory

OpenBenchmarking.orgSeconds, Fewer Is BetterPolyhedron Fortran BenchmarksBenchmark: aermodUbuntu 22.100.62331.24661.86992.49323.11652.77

Benchmark: aermod

Clear Linux: The test quit with a non-zero exit status. E: cat: '*.sum': No such file or directory

OpenBenchmarking.orgSeconds, Fewer Is BetterPolyhedron Fortran BenchmarksBenchmark: tfft2Ubuntu 22.10369121512.1

Benchmark: tfft2

Clear Linux: The test quit with a non-zero exit status. E: cat: '*.sum': No such file or directory

OpenBenchmarking.orgSeconds, Fewer Is BetterPolyhedron Fortran BenchmarksBenchmark: linpkUbuntu 22.100.30150.6030.90451.2061.50751.34

Benchmark: linpk

Clear Linux: The test quit with a non-zero exit status. E: cat: '*.sum': No such file or directory

OpenBenchmarking.orgSeconds, Fewer Is BetterPolyhedron Fortran BenchmarksBenchmark: doducUbuntu 22.100.76051.5212.28153.0423.80253.38

Benchmark: doduc

Clear Linux: The test quit with a non-zero exit status. E: cat: '*.sum': No such file or directory

OpenBenchmarking.orgSeconds, Fewer Is BetterPolyhedron Fortran BenchmarksBenchmark: mdbxUbuntu 22.100.67951.3592.03852.7183.39753.02

Benchmark: mdbx

Clear Linux: The test quit with a non-zero exit status. E: cat: '*.sum': No such file or directory

OpenBenchmarking.orgSeconds, Fewer Is BetterPolyhedron Fortran BenchmarksBenchmark: airUbuntu 22.100.20930.41860.62790.83721.04650.93

Benchmark: air

Clear Linux: The test quit with a non-zero exit status. E: cat: '*.sum': No such file or directory

OpenBenchmarking.orgSeconds, Fewer Is BetterPolyhedron Fortran BenchmarksBenchmark: acUbuntu 22.100.84831.69662.54493.39324.24153.77

Benchmark: ac

Clear Linux: The test quit with a non-zero exit status. E: cat: '*.sum': No such file or directory

Xonotic

This is a benchmark of Xonotic, which is a fork of the DarkPlaces-based Nexuiz game. Development began in March of 2010 on the Xonotic game. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterXonotic 0.8.5Resolution: 3840 x 2160 - Effects Quality: UltimateUbuntu 22.10110220330440550SE +/- 1.29, N = 3527.86MIN: 98 / MAX: 1077

OpenBenchmarking.orgFrames Per Second, More Is BetterXonotic 0.8.5Resolution: 1920 x 1080 - Effects Quality: UltimateUbuntu 22.10120240360480600SE +/- 0.59, N = 3540.60MIN: 101 / MAX: 1094

OpenBenchmarking.orgFrames Per Second, More Is BetterXonotic 0.8.5Resolution: 3840 x 2160 - Effects Quality: UltraUbuntu 22.10150300450600750SE +/- 2.13, N = 3692.06MIN: 411 / MAX: 1142

OpenBenchmarking.orgFrames Per Second, More Is BetterXonotic 0.8.5Resolution: 1920 x 1080 - Effects Quality: UltraUbuntu 22.10150300450600750SE +/- 1.76, N = 3696.93MIN: 375 / MAX: 1188

Warsow

This is a benchmark of Warsow, a popular open-source first-person shooter. This game uses the QFusion engine. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterWarsow 2.5 BetaResolution: 3840 x 2160Ubuntu 22.102004006008001000SE +/- 5.47, N = 3951.3

nginx

This is a benchmark of the lightweight Nginx HTTP(S) web-server. This Nginx web server benchmark test profile makes use of the wrk program for facilitating the HTTP requests over a fixed period time with a configurable number of concurrent clients/connections. HTTPS with a self-signed OpenSSL certificate is used by this test for local benchmarking. Learn more via the OpenBenchmarking.org test page.

Connections: 20

Ubuntu 22.10: The test quit with a non-zero exit status.

Clear Linux: The test quit with a non-zero exit status. E: nginx: line 2: ./wrk-4.2.0/wrk: No such file or directory

Connections: 1

Ubuntu 22.10: The test quit with a non-zero exit status.

Clear Linux: The test quit with a non-zero exit status. E: nginx: line 2: ./wrk-4.2.0/wrk: No such file or directory

PyHPC Benchmarks

PyHPC-Benchmarks is a suite of Python high performance computing benchmarks for execution on CPUs and GPUs using various popular Python HPC libraries. The PyHPC CPU-based benchmarks focus on sequential CPU performance. Learn more via the OpenBenchmarking.org test page.

Device: CPU - Backend: TensorFlow - Project Size: 16384 - Benchmark: Isoneutral Mixing

Ubuntu 22.10: The test run did not produce a result.

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

Device: CPU - Backend: TensorFlow - Project Size: 16384 - Benchmark: Equation of State

Ubuntu 22.10: The test run did not produce a result.

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

Device: CPU - Backend: PyTorch - Project Size: 16384 - Benchmark: Isoneutral Mixing

Ubuntu 22.10: The test run did not produce a result.

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

Device: CPU - Backend: PyTorch - Project Size: 16384 - Benchmark: Equation of State

Ubuntu 22.10: The test run did not produce a result.

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

Device: CPU - Backend: Aesara - Project Size: 16384 - Benchmark: Isoneutral Mixing

Ubuntu 22.10: The test run did not produce a result.

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

Device: CPU - Backend: Aesara - Project Size: 16384 - Benchmark: Equation of State

Ubuntu 22.10: The test run did not produce a result.

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 16384 - Benchmark: Isoneutral MixingUbuntu 22.10Clear Linux0.00090.00180.00270.00360.0045SE +/- 0.000, N = 15SE +/- 0.000, N = 150.0040.004

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 16384 - Benchmark: Equation of StateUbuntu 22.10Clear Linux0.00020.00040.00060.00080.001SE +/- 0.000, N = 15SE +/- 0.000, N = 150.0010.001

Device: CPU - Backend: Numba - Project Size: 16384 - Benchmark: Isoneutral Mixing

Ubuntu 22.10: The test run did not produce a result.

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

Device: CPU - Backend: Numba - Project Size: 16384 - Benchmark: Equation of State

Ubuntu 22.10: The test run did not produce a result.

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

Device: CPU - Backend: JAX - Project Size: 16384 - Benchmark: Isoneutral Mixing

Ubuntu 22.10: The test run did not produce a result.

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

Device: CPU - Backend: JAX - Project Size: 16384 - Benchmark: Equation of State

Ubuntu 22.10: The test run did not produce a result.

Clear Linux: 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: ArcFace ResNet-100 - Device: CPU - Executor: StandardUbuntu 22.10Clear Linux400800120016002000SE +/- 0.17, N = 3SE +/- 243.47, N = 125982014-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -flto=auto -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 0.14.06Test: Socket ActivityUbuntu 22.10Clear Linux7K14K21K28K35KSE +/- 568.16, N = 12SE +/- 483.37, N = 1524287.0731581.60-lapparmor -lsctp-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -laio1. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -latomic -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lrt -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: CPU CacheUbuntu 22.10Clear Linux20406080100SE +/- 1.23, N = 15SE +/- 1.44, N = 1598.7792.05-lapparmor -lsctp-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -laio1. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -latomic -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lrt -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: AtomicUbuntu 22.10Clear Linux70K140K210K280K350KSE +/- 7871.09, N = 15SE +/- 10614.09, N = 15344361.75341748.62-lapparmor -lsctp-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -laio1. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -latomic -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lrt -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: FutexUbuntu 22.10Clear Linux800K1600K2400K3200K4000KSE +/- 33712.97, N = 15SE +/- 99609.06, N = 123538590.313363240.61-lapparmor -lsctp-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -laio1. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -latomic -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lrt -lz -pthread

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: 1:1Ubuntu 22.10Clear Linux800K1600K2400K3200K4000KSE +/- 65972.61, N = 15SE +/- 46119.45, N = 153124943.723639054.061. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

TensorFlow

This is a benchmark of the TensorFlow deep learning framework using the TensorFlow reference benchmarks (tensorflow/benchmarks with tf_cnn_benchmarks.py). Note with the Phoronix Test Suite there is also pts/tensorflow-lite for benchmarking the TensorFlow Lite binaries too. Learn more via the OpenBenchmarking.org test page.

Device: CPU - Batch Size: 512 - Model: ResNet-50

Ubuntu 22.10: The test quit with a non-zero exit status.

Clear Linux: The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'tensorflow'

Graph500

This is a benchmark of the reference implementation of Graph500, an HPC benchmark focused on data intensive loads and commonly tested on supercomputers for complex data problems. Graph500 primarily stresses the communication subsystem of the hardware under test. Learn more via the OpenBenchmarking.org test page.

Scale: 26

Ubuntu 22.10: The test quit with a non-zero exit status. E: mpirun noticed that process rank 2 with PID 0 on node phoronix-System-Product-Name exited on signal 9 (Killed).

Clear Linux: The test quit with a non-zero exit status. E: AML: Fatal: non power2 groupsize unsupported. Define macro PROCS_PER_NODE_NOT_POWER_OF_TWO to override

FinanceBench

FinanceBench is a collection of financial program benchmarks with support for benchmarking on the GPU via OpenCL and CPU benchmarking with OpenMP. The FinanceBench test cases are focused on Black-Sholes-Merton Process with Analytic European Option engine, QMC (Sobol) Monte-Carlo method (Equity Option Example), Bonds Fixed-rate bond with flat forward curve, and Repo Securities repurchase agreement. FinanceBench was originally written by the Cavazos Lab at University of Delaware. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterFinanceBench 2016-07-25Benchmark: Bonds OpenMPUbuntu 22.10Clear Linux7K14K21K28K35KSE +/- 28.94, N = 3SE +/- 767.97, N = 1530942.0133544.891. (CXX) g++ options: -O3 -march=native -fopenmp

OpenBenchmarking.orgms, Fewer Is BetterFinanceBench 2016-07-25Benchmark: Repo OpenMPUbuntu 22.10Clear Linux5K10K15K20K25KSE +/- 17.57, N = 3SE +/- 825.46, N = 1519315.8322344.261. (CXX) g++ options: -O3 -march=native -fopenmp

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: 1000000 - Partitions: 500 - Inner Join Test TimeUbuntu 22.100.21380.42760.64140.85521.069SE +/- 0.02, N = 150.95

Row Count: 1000000 - Partitions: 500 - Inner Join Test Time

Clear Linux: The test run did not produce a result. E: _pickle.PicklingError: Could not serialize object: IndexError: tuple index out of range

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Inner Join Test TimeUbuntu 22.100.20930.41860.62790.83721.0465SE +/- 0.03, N = 30.93

Row Count: 1000000 - Partitions: 100 - Inner Join Test Time

Clear Linux: The test run did not produce a result. E: _pickle.PicklingError: Could not serialize object: IndexError: tuple index out of range

Cpuminer-Opt

Cpuminer-Opt is a fork of cpuminer-multi that carries a wide range of CPU performance optimizations for measuring the potential cryptocurrency mining performance of the CPU/processor with a wide variety of cryptocurrencies. The benchmark reports the hash speed for the CPU mining performance for the selected cryptocurrency. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.20.3Algorithm: Blake-2 SUbuntu 22.10Clear Linux160K320K480K640K800KSE +/- 9180.18, N = 3SE +/- 13473.99, N = 15765587706620-O2-O3 -pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (CXX) g++ options: -lcurl -lz -lpthread -lssl -lcrypto -lgmp

Node.js Octane Benchmark

A Node.js version of the JavaScript Octane Benchmark. Learn more via the OpenBenchmarking.org test page.

Ubuntu 22.10: The test quit with a non-zero exit status. E: ReferenceError: GLOBAL is not defined

Clear Linux: The test quit with a non-zero exit status. E: ReferenceError: GLOBAL is not defined

oneDNN

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.7Harness: Matrix Multiply Batch Shapes Transformer - Data Type: f32 - Engine: CPUUbuntu 22.10Clear Linux0.33590.67181.00771.34361.6795SE +/- 0.090916, N = 15SE +/- 0.015557, N = 31.4928361.084460MIN: 0.85-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop -lpthread - MIN: 0.831. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -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: VMAF Optimized - Input: Bosphorus 4KUbuntu 22.10Clear Linux306090120150SE +/- 3.19, N = 12SE +/- 1.15, N = 10142.19146.71-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

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 22.10Clear Linux4080120160200SE +/- 1.60, N = 15SE +/- 3.28, N = 15202.12201.71-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

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.

Java Test: Eclipse

Ubuntu 22.10: The test quit with a non-zero exit status.

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

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: H2Ubuntu 22.10Clear Linux400800120016002000SE +/- 34.76, N = 20SE +/- 26.90, N = 2020911435

NAS Parallel Benchmarks

NPB, NAS Parallel Benchmarks, is a benchmark developed by NASA for high-end computer systems. This test profile currently uses the MPI version of NPB. This test profile offers selecting the different NPB tests/problems and varying problem sizes. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: FT.CUbuntu 22.10Clear Linux5K10K15K20K25KSE +/- 373.18, N = 15SE +/- 264.38, N = 322382.8121228.75-lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz-pipe -fexceptions -m64 -ffat-lto-objects -fno-trapping-math -mtune=skylake -mrelax-cmpxchg-loop1. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi2. Ubuntu 22.10: Open MPI 4.1.43. Clear Linux: 3.2

358 Results Shown

Stress-NG
PHPBench
PyPerformance:
  go
  raytrace
  nbody
  python_startup
  pickle_pure_python
  float
  crypto_pyaes
  chaos
LibRaw
ONNX Runtime
IndigoBench
Stress-NG
PyPerformance:
  2to3
  regex_compile
  django_template
Node.js Express HTTP Load Test
Stress-NG:
  Memory Copying
  Crypto
oneDNN
JPEG XL libjxl:
  JPEG - 90
  JPEG - 80
  PNG - 90
  PNG - 80
Renaissance
Stress-NG
PyPerformance
Renaissance
ONNX Runtime
PyBench
High Performance Conjugate Gradient
Liquid-DSP
Renaissance
Stress-NG
ONNX Runtime
ctx_clock
Renaissance
oneDNN
Timed Wasmer Compilation
Timed Linux Kernel Compilation
Stress-NG
Zstd Compression
Cpuminer-Opt
memtier_benchmark
SQLite Speedtest
Timed CPython Compilation
DaCapo Benchmark
Renaissance
JPEG XL libjxl
NWChem
WebP Image Encode
Unvanquished
WebP Image Encode
NAS Parallel Benchmarks
Stress-NG
Cpuminer-Opt
Zstd Compression
Stress-NG
Renaissance:
  Apache Spark ALS
  Rand Forest
Unvanquished
Stress-NG
Zstd Compression
Unvanquished
Cpuminer-Opt
WebP Image Encode
QuantLib
ClickHouse
Unvanquished
Zstd Compression
WebP Image Encode
FFmpeg:
  libx265 - Live:
    Seconds
    FPS
7-Zip Compression
Rodinia
FFmpeg:
  libx265 - Platform:
    Seconds
    FPS
  libx265 - Video On Demand:
    FPS
    Seconds
Renaissance
Appleseed
SVT-HEVC
ClickHouse
Renaissance:
  Apache Spark Bayes
  ALS Movie Lens
NAS Parallel Benchmarks
FFmpeg:
  libx265 - Upload:
    FPS
    Seconds
ClickHouse
NAS Parallel Benchmarks
OpenSSL
oneDNN:
  IP Shapes 1D - f32 - CPU
  Recurrent Neural Network Training - f32 - CPU
Rodinia
RawTherapee
Timed CPython Compilation
ONNX Runtime
Intel Open Image Denoise
PyPerformance
WebP Image Encode
Stress-NG
SVT-AV1
miniBUDE:
  OpenMP - BM2:
    GFInst/s
    Billion Interactions/s
Rodinia
NAS Parallel Benchmarks
Stress-NG
Timed Linux Kernel Compilation
memtier_benchmark
NAS Parallel Benchmarks
JPEG XL libjxl
Blender
Cpuminer-Opt
NAS Parallel Benchmarks
Rodinia
Cpuminer-Opt
FFmpeg:
  libx264 - Platform:
    Seconds
    FPS
SVT-VP9
Node.js V8 Web Tooling Benchmark
SVT-AV1
FFmpeg:
  libx264 - Video On Demand:
    FPS
    Seconds
NAMD
Cpuminer-Opt
FFmpeg:
  libx264 - Upload:
    FPS
    Seconds
oneDNN
IndigoBench
FFmpeg
Tesseract
FFmpeg
SVT-VP9
oneDNN
SVT-AV1
Stress-NG
Warsow
Appleseed
Cpuminer-Opt
Stress-NG
OpenSSL
SVT-AV1
Appleseed
Stress-NG
NAS Parallel Benchmarks
OpenRadioss
Cpuminer-Opt
Rodinia
GROMACS
Blender
Cpuminer-Opt
SVT-HEVC
OpenRadioss
OpenVKL
OpenRadioss
Chaos Group V-RAY
Cpuminer-Opt
Stress-NG:
  IO_uring
  CPU Stress
oneDNN
NAS Parallel Benchmarks
miniBUDE:
  OpenMP - BM1:
    GFInst/s
    Billion Interactions/s
Stress-NG
OpenRadioss
7-Zip Compression
Tesseract
Blender
OpenSSL
Blender
Stress-NG
NAS Parallel Benchmarks
Blender
nginx:
  1000
  500
  200
  100
CloudSuite In-Memory Analytics
CloudSuite Graph Analytics
EnCodec:
  1.5 kbps
  24 kbps
  6 kbps
  3 kbps
ONNX Runtime
OpenVINO:
  Age Gender Recognition Retail 0013 FP16-INT8 - CPU:
    ms
    FPS
  Age Gender Recognition Retail 0013 FP16 - CPU:
    ms
    FPS
  Person Vehicle Bike Detection FP16 - CPU:
    ms
    FPS
  Weld Porosity Detection FP16-INT8 - CPU:
    ms
    FPS
  Machine Translation EN To DE FP16 - CPU:
    ms
    FPS
  Weld Porosity Detection FP16 - CPU:
    ms
    FPS
  Vehicle Detection FP16-INT8 - CPU:
    ms
    FPS
  Face Detection FP16-INT8 - CPU:
    ms
    FPS
  Vehicle Detection FP16 - CPU:
    ms
    FPS
  Person Detection FP32 - CPU:
    ms
    FPS
  Person Detection FP16 - CPU:
    ms
    FPS
  Face Detection FP16 - CPU:
    ms
    FPS
spaCy:
  en_core_web_trf
  en_core_web_lg
Neural Magic DeepSparse:
  NLP Token Classification, BERT base uncased conll2003 - Synchronous Single-Stream:
    ms/batch
    items/sec
  NLP Token Classification, BERT base uncased conll2003 - Asynchronous Multi-Stream:
    ms/batch
    items/sec
  NLP Text Classification, BERT base uncased SST2 - Synchronous Single-Stream:
    ms/batch
    items/sec
  NLP Text Classification, BERT base uncased SST2 - Asynchronous Multi-Stream:
    ms/batch
    items/sec
  NLP Text Classification, DistilBERT mnli - Synchronous Single-Stream:
    ms/batch
    items/sec
  NLP Text Classification, DistilBERT mnli - Asynchronous Multi-Stream:
    ms/batch
    items/sec
  CV Classification, ResNet-50 ImageNet - Synchronous Single-Stream:
    ms/batch
    items/sec
  CV Classification, ResNet-50 ImageNet - Asynchronous Multi-Stream:
    ms/batch
    items/sec
  CV Detection,YOLOv5s COCO - Synchronous Single-Stream:
    ms/batch
    items/sec
  CV Detection,YOLOv5s COCO - Asynchronous Multi-Stream:
    ms/batch
    items/sec
  NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Synchronous Single-Stream:
    ms/batch
    items/sec
  NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Asynchronous Multi-Stream:
    ms/batch
    items/sec
  NLP Document Classification, oBERT base uncased on IMDB - Synchronous Single-Stream:
    ms/batch
    items/sec
  NLP Document Classification, oBERT base uncased on IMDB - Asynchronous Multi-Stream:
    ms/batch
    items/sec
TensorFlow:
  CPU - 512 - GoogLeNet
  CPU - 256 - ResNet-50
  CPU - 256 - GoogLeNet
  CPU - 64 - ResNet-50
  CPU - 64 - GoogLeNet
  CPU - 32 - ResNet-50
  CPU - 32 - GoogLeNet
  CPU - 16 - ResNet-50
  CPU - 16 - GoogLeNet
  CPU - 512 - AlexNet
  CPU - 256 - AlexNet
  CPU - 64 - AlexNet
  CPU - 32 - AlexNet
  CPU - 16 - AlexNet
HammerDB - MariaDB:
  64 - 250:
    Transactions Per Minute
    New Orders Per Minute
  64 - 100:
    Transactions Per Minute
    New Orders Per Minute
  32 - 250:
    Transactions Per Minute
    New Orders Per Minute
  32 - 100:
    Transactions Per Minute
    New Orders Per Minute
  16 - 250:
    Transactions Per Minute
    New Orders Per Minute
  16 - 100:
    Transactions Per Minute
    New Orders Per Minute
  8 - 250:
    Transactions Per Minute
    New Orders Per Minute
  8 - 100:
    Transactions Per Minute
    New Orders Per Minute
Apache Spark:
  1000000 - 500 - Broadcast Inner Join Test Time
  1000000 - 500 - Repartition Test Time
  1000000 - 500 - Group By Test Time
  1000000 - 500 - Calculate Pi Benchmark Using Dataframe
  1000000 - 500 - Calculate Pi Benchmark
  1000000 - 500 - SHA-512 Benchmark Time
  1000000 - 100 - Broadcast Inner Join Test Time
  1000000 - 100 - Repartition Test Time
  1000000 - 100 - Group By Test Time
  1000000 - 100 - Calculate Pi Benchmark Using Dataframe
  1000000 - 100 - Calculate Pi Benchmark
  1000000 - 100 - SHA-512 Benchmark Time
OSPRay Studio:
  3 - 1080p - 32 - Path Tracer
  1 - 1080p - 32 - Path Tracer
  3 - 1080p - 1 - Path Tracer
  1 - 1080p - 1 - Path Tracer
  3 - 4K - 32 - Path Tracer
  1 - 4K - 32 - Path Tracer
  3 - 4K - 1 - Path Tracer
  1 - 4K - 1 - Path Tracer
Timed Node.js Compilation
Stargate Digital Audio Workstation:
  96000 - 1024
  44100 - 1024
  96000 - 512
  44100 - 512
AOM AV1:
  Speed 10 Realtime - Bosphorus 4K
  Speed 9 Realtime - Bosphorus 4K
  Speed 8 Realtime - Bosphorus 4K
  Speed 6 Realtime - Bosphorus 4K
srsRAN:
  5G PHY_DL_NR Test 52 PRB SISO 64-QAM:
    UE Mb/s
    eNb Mb/s
  4G PHY_DL_Test 100 PRB SISO 256-QAM:
    UE Mb/s
    eNb Mb/s
  4G PHY_DL_Test 100 PRB MIMO 256-QAM:
    UE Mb/s
    eNb Mb/s
  4G PHY_DL_Test 100 PRB SISO 64-QAM:
    UE Mb/s
    eNb Mb/s
  4G PHY_DL_Test 100 PRB MIMO 64-QAM:
    UE Mb/s
    eNb Mb/s
  OFDM_Test:
    Samples / Second
Renaissance
DaCapo Benchmark:
  Tradebeans
  Tradesoap
Java Gradle Build
Chia Blockchain VDF:
  Square Assembly Optimized
  Square Plain C++
Xmrig:
  Wownero - 1M
  Monero - 1M
OpenFOAM:
  drivaerFastback, Small Mesh Size - Execution Time
  drivaerFastback, Small Mesh Size - Mesh Time
Polyhedron Fortran Benchmarks:
  mp_prop_design
  test_fpu2
  gas_dyn2
  fatigue2
  channel2
  capacita
  protein
  induct2
  rnflow
  aermod
  tfft2
  linpk
  doduc
  mdbx
  air
  ac
Xonotic:
  3840 x 2160 - Ultimate
  1920 x 1080 - Ultimate
  3840 x 2160 - Ultra
  1920 x 1080 - Ultra
Warsow
PyHPC Benchmarks:
  CPU - Numpy - 16384 - Isoneutral Mixing
  CPU - Numpy - 16384 - Equation of State
ONNX Runtime
Stress-NG:
  Socket Activity
  CPU Cache
  Atomic
  Futex
memtier_benchmark
FinanceBench:
  Bonds OpenMP
  Repo OpenMP
Apache Spark:
  1000000 - 500 - Inner Join Test Time
  1000000 - 100 - Inner Join Test Time
Cpuminer-Opt
oneDNN
SVT-VP9
SVT-HEVC
DaCapo Benchmark
NAS Parallel Benchmarks