Xeon Gold Cascade Lake Refresh LTS Linux Benchmarks

Intel Xeon Gold 6226R testing with a Supermicro X11SPL-F v1.02 (3.1 BIOS) and ASPEED on Ubuntu 20.10 via the Phoronix Test Suite.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2212171-PTS-XEONGOLD08
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Audio Encoding 2 Tests
AV1 3 Tests
C++ Boost Tests 2 Tests
Timed Code Compilation 6 Tests
C/C++ Compiler Tests 9 Tests
Compression Tests 2 Tests
CPU Massive 17 Tests
Creator Workloads 17 Tests
Cryptocurrency Benchmarks, CPU Mining Tests 2 Tests
Cryptography 3 Tests
Database Test Suite 4 Tests
Encoding 5 Tests
Game Development 3 Tests
HPC - High Performance Computing 13 Tests
Imaging 5 Tests
Common Kernel Benchmarks 4 Tests
Machine Learning 8 Tests
Molecular Dynamics 2 Tests
Multi-Core 21 Tests
NVIDIA GPU Compute 2 Tests
Intel oneAPI 3 Tests
OpenMPI Tests 4 Tests
Programmer / Developer System Benchmarks 7 Tests
Python Tests 9 Tests
Renderers 3 Tests
Scientific Computing 2 Tests
Server 4 Tests
Server CPU Tests 10 Tests
Video Encoding 3 Tests
Common Workstation Benchmarks 2 Tests

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Linux 5.10.130
December 14 2022
  1 Day, 44 Minutes
Linux 5.15.83
December 15 2022
  1 Day, 1 Hour, 38 Minutes
Linux 6.1
December 16 2022
  1 Day, 2 Hours, 3 Minutes
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  1 Day, 1 Hour, 28 Minutes

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Xeon Gold Cascade Lake Refresh LTS Linux BenchmarksOpenBenchmarking.orgPhoronix Test SuiteIntel Xeon Gold 6226R @ 3.90GHz (16 Cores / 32 Threads)Supermicro X11SPL-F v1.02 (3.1 BIOS)Intel Sky Lake-E DMI3 Registers192GB280GB INTEL SSDPED1D280GAASPEEDVE2282 x Intel I210Ubuntu 20.105.10.130-0510130-generic (x86_64)5.15.83-051583-generic (x86_64)6.1.0-phx (x86_64)GNOME Shell 3.38.1X Server 1.20.9GCC 10.3.0ext41920x1080ProcessorMotherboardChipsetMemoryDiskGraphicsMonitorNetworkOSKernelsDesktopDisplay ServerCompilerFile-SystemScreen ResolutionXeon Gold Cascade Lake Refresh LTS Linux Benchmarks PerformanceSystem Logs- Transparent Huge Pages: madvise- --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-mutex --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-10-poYruo/gcc-10-10.3.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-10-poYruo/gcc-10-10.3.0/debian/tmp-gcn/usr,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-build-config=bootstrap-lto-lean --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v - Scaling Governor: intel_cpufreq performance - CPU Microcode: 0x5003102- Python 3.8.10- Linux 5.10.130: itlb_multihit: KVM: Mitigation of VMX disabled + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Vulnerable: Clear buffers attempted no microcode; SMT vulnerable + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Vulnerable: eIBRS with unprivileged eBPF + srbds: Not affected + tsx_async_abort: Mitigation of TSX disabled - Linux 5.15.83: itlb_multihit: KVM: Mitigation of VMX disabled + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Vulnerable: Clear buffers attempted no microcode; SMT vulnerable + retbleed: Mitigation of Enhanced IBRS + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling PBRSB-eIBRS: SW sequence + srbds: Not affected + tsx_async_abort: Mitigation of TSX disabled - Linux 6.1: itlb_multihit: KVM: Mitigation of VMX disabled + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Vulnerable: Clear buffers attempted no microcode; SMT vulnerable + retbleed: Mitigation of Enhanced IBRS + 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: Mitigation of TSX disabled

Linux 5.10.130Linux 5.15.83Linux 6.1Result OverviewPhoronix Test Suite100%107%115%122%130%ctx_clockDragonflydbJPEG XL Decoding libjxlEnCodecPostgreSQLGraphicsMagickC-BloscStress-NGAOM AV1JPEG XL libjxlFacebook RocksDBTimed Linux Kernel CompilationStargate Digital Audio WorkstationspaCyClickHouseTimed Erlang/OTP CompilationTimed Godot Game Engine Compilationlibavif avifencMobile Neural NetworkTimed Node.js CompilationFLAC Audio EncodingTimed PHP CompilationminiBUDETimed CPython Compilation7-Zip CompressionNCNNBRL-CADNeural Magic DeepSparsesrsRANSVT-AV1nekRSOpenVINOY-CruncherXmrigCpuminer-OptWebP Image EncodeOpenRadiossLAMMPS Molecular Dynamics SimulatorTensorFlowNumenta Anomaly BenchmarkBlenderoneDNNASTC EncoderPrimesieveAircrack-ngOpenFOAMNatronOSPRay Studio

Xeon Gold Cascade Lake Refresh LTS Linux Benchmarksctx-clock: Context Switch Timestress-ng: MMAPstress-ng: NUMAstress-ng: Futexstress-ng: MEMFDstress-ng: Mutexstress-ng: Atomicstress-ng: Cryptostress-ng: Mallocstress-ng: Forkingstress-ng: IO_uringstress-ng: SENDFILEstress-ng: CPU Cachestress-ng: CPU Stressstress-ng: Semaphoresstress-ng: Matrix Mathstress-ng: Vector Mathstress-ng: x86_64 RdRandstress-ng: Memory Copyingstress-ng: Socket Activitystress-ng: Context Switchingstress-ng: Glibc C String Functionsstress-ng: Glibc Qsort Data Sortingstress-ng: System V Message Passingencode-flac: WAV To FLACbrl-cad: VGR Performance Metricstargate: 44100 - 512stargate: 96000 - 512stargate: 192000 - 512stargate: 44100 - 1024stargate: 480000 - 512stargate: 96000 - 1024stargate: 192000 - 1024stargate: 480000 - 1024astcenc: Fastastcenc: Mediumastcenc: Thoroughastcenc: Exhaustivejpegxl-decode: 1jpegxl-decode: Alljpegxl: PNG - 80jpegxl: PNG - 90jpegxl: JPEG - 80jpegxl: JPEG - 90jpegxl: PNG - 100jpegxl: JPEG - 100webp: Defaultwebp: Quality 100webp: Quality 100, Losslesswebp: Quality 100, Highest Compressionwebp: Quality 100, Lossless, Highest Compressionxmrig: Monero - 1Mxmrig: Wownero - 1Mminibude: OpenMP - BM1minibude: OpenMP - BM1minibude: OpenMP - BM2minibude: OpenMP - BM2nekrs: TurboPipe Periodicopenradioss: Bumper Beamopenradioss: Cell Phone Drop Testopenradioss: Bird Strike on Windshieldopenradioss: Rubber O-Ring Seal Installationopenradioss: INIVOL and Fluid Structure Interaction Drop Containertensorflow: CPU - 16 - AlexNettensorflow: CPU - 32 - AlexNettensorflow: CPU - 64 - AlexNettensorflow: CPU - 256 - AlexNettensorflow: CPU - 16 - GoogLeNettensorflow: CPU - 16 - ResNet-50tensorflow: CPU - 32 - GoogLeNettensorflow: CPU - 32 - ResNet-50tensorflow: CPU - 64 - GoogLeNettensorflow: CPU - 64 - ResNet-50tensorflow: CPU - 256 - GoogLeNettensorflow: CPU - 256 - ResNet-50numenta-nab: Relative Entropynumenta-nab: Windowed Gaussiany-cruncher: 500Mnumenta-nab: KNN CADnumenta-nab: Earthgecko Skylinenumenta-nab: Bayesian Changepointmnn: nasnetmnn: mobilenetV3mnn: squeezenetv1.1mnn: resnet-v2-50mnn: SqueezeNetV1.0y-cruncher: 1Bnumenta-nab: Contextual Anomaly Detector OSEmnn: MobileNetV2_224mnn: mobilenet-v1-1.0mnn: inception-v3deepsparse: NLP Document Classification, oBERT base uncased on IMDB - Asynchronous Multi-Streamdeepsparse: NLP Document Classification, oBERT base uncased on IMDB - 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 Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Asynchronous Multi-Streamdeepsparse: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - 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: CV Detection,YOLOv5s COCO - Asynchronous Multi-Streamdeepsparse: CV Detection,YOLOv5s COCO - Asynchronous Multi-Streamdeepsparse: CV Detection,YOLOv5s COCO - Synchronous Single-Streamdeepsparse: CV Detection,YOLOv5s COCO - Synchronous Single-Streamdeepsparse: CV Classification, ResNet-50 ImageNet - Asynchronous Multi-Streamdeepsparse: CV Classification, ResNet-50 ImageNet - Asynchronous Multi-Streamdeepsparse: CV Classification, ResNet-50 ImageNet - Synchronous Single-Streamdeepsparse: CV Classification, ResNet-50 ImageNet - Synchronous Single-Streamdeepsparse: NLP Text Classification, DistilBERT mnli - Asynchronous Multi-Streamdeepsparse: NLP Text Classification, DistilBERT mnli - Asynchronous Multi-Streamdeepsparse: NLP Text Classification, DistilBERT mnli - Synchronous Single-Streamdeepsparse: NLP Text Classification, DistilBERT mnli - 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, BERT base uncased SST2 - Synchronous Single-Streamdeepsparse: NLP Text Classification, BERT base uncased SST2 - Synchronous Single-Streamdeepsparse: NLP Token Classification, BERT base uncased conll2003 - Asynchronous Multi-Streamdeepsparse: NLP Token Classification, BERT base uncased conll2003 - Asynchronous Multi-Streamdeepsparse: NLP Token Classification, BERT base uncased conll2003 - Synchronous Single-Streamdeepsparse: NLP Token Classification, BERT base uncased conll2003 - Synchronous Single-Streamspacy: en_core_web_lgspacy: en_core_web_trfncnn: CPU - mobilenetncnn: CPU-v2-v2 - mobilenet-v2ncnn: CPU-v3-v3 - mobilenet-v3ncnn: CPU - shufflenet-v2ncnn: CPU - mnasnetncnn: CPU - efficientnet-b0ncnn: CPU - blazefacencnn: CPU - googlenetncnn: CPU - vgg16ncnn: CPU - resnet18ncnn: CPU - alexnetncnn: CPU - resnet50ncnn: CPU - yolov4-tinyncnn: CPU - squeezenet_ssdncnn: CPU - regnety_400mncnn: CPU - vision_transformerncnn: CPU - FastestDetlammps: 20k Atomslammps: Rhodopsin Proteinonednn: IP Shapes 1D - f32 - CPUonednn: IP Shapes 3D - f32 - CPUonednn: IP Shapes 1D - u8s8f32 - CPUonednn: IP Shapes 3D - u8s8f32 - CPUonednn: Convolution Batch Shapes Auto - f32 - CPUonednn: Deconvolution Batch shapes_1d - f32 - CPUonednn: Deconvolution Batch shapes_3d - f32 - CPUonednn: Convolution Batch Shapes Auto - u8s8f32 - CPUonednn: Deconvolution Batch shapes_1d - u8s8f32 - CPUonednn: Deconvolution Batch shapes_3d - u8s8f32 - CPUonednn: Recurrent Neural Network Training - f32 - CPUonednn: Recurrent Neural Network Inference - f32 - CPUonednn: Recurrent Neural Network Training - u8s8f32 - CPUonednn: Recurrent Neural Network Inference - u8s8f32 - CPUonednn: Matrix Multiply Batch Shapes Transformer - f32 - CPUonednn: Matrix Multiply Batch Shapes Transformer - u8s8f32 - CPUopenvino: Face Detection FP16 - CPUopenvino: Face Detection FP16 - CPUopenvino: Person Detection FP16 - CPUopenvino: Person Detection FP16 - CPUopenvino: Person Detection FP32 - CPUopenvino: Person Detection FP32 - CPUopenvino: Vehicle Detection FP16 - CPUopenvino: Vehicle Detection FP16 - CPUopenvino: Face Detection FP16-INT8 - CPUopenvino: Face Detection FP16-INT8 - CPUopenvino: Vehicle Detection FP16-INT8 - CPUopenvino: Vehicle Detection FP16-INT8 - CPUopenvino: Weld Porosity Detection FP16 - CPUopenvino: Weld Porosity Detection FP16 - CPUopenvino: Machine Translation EN To DE FP16 - CPUopenvino: Machine Translation EN To DE FP16 - CPUopenvino: Weld Porosity Detection FP16-INT8 - CPUopenvino: Weld Porosity Detection FP16-INT8 - CPUopenvino: Person Vehicle Bike Detection FP16 - CPUopenvino: Person Vehicle Bike Detection FP16 - CPUopenvino: Age Gender Recognition Retail 0013 FP16 - CPUopenvino: Age Gender Recognition Retail 0013 FP16 - CPUopenvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUopenvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUopenfoam: drivaerFastback, Small Mesh Size - Mesh Timeopenfoam: drivaerFastback, Small Mesh Size - Execution Timeopenfoam: drivaerFastback, Medium Mesh Size - Mesh Timeopenfoam: drivaerFastback, Medium Mesh Size - Execution Timeaircrack-ng: primesieve: 1e12primesieve: 1e13compress-7zip: Compression Ratingcompress-7zip: Decompression Ratingbuild-php: Time To Compilecpuminer-opt: Magicpuminer-opt: x25xcpuminer-opt: scryptcpuminer-opt: Deepcoincpuminer-opt: Ringcoincpuminer-opt: Blake-2 Scpuminer-opt: Garlicoincpuminer-opt: Skeincoincpuminer-opt: Myriad-Groestlcpuminer-opt: LBC, LBRY Creditscpuminer-opt: Quad SHA-256, Pyritecpuminer-opt: Triple SHA-256, Onecoinbuild-linux-kernel: defconfigbuild-linux-kernel: allmodconfigaom-av1: Speed 6 Two-Pass - Bosphorus 4Kaom-av1: Speed 8 Realtime - Bosphorus 4Kaom-av1: Speed 9 Realtime - Bosphorus 4Kaom-av1: Speed 10 Realtime - Bosphorus 4Kgraphics-magick: Swirlgraphics-magick: Rotategraphics-magick: Sharpengraphics-magick: Enhancedgraphics-magick: Resizinggraphics-magick: Noise-Gaussiangraphics-magick: HWB Color Spacesvt-av1: Preset 4 - Bosphorus 4Ksvt-av1: Preset 8 - Bosphorus 4Ksvt-av1: Preset 12 - Bosphorus 4Ksvt-av1: Preset 13 - Bosphorus 4Ksvt-av1: Preset 4 - Bosphorus 1080psvt-av1: Preset 8 - Bosphorus 1080psvt-av1: Preset 12 - Bosphorus 1080psvt-av1: Preset 13 - Bosphorus 1080pblender: BMW27 - CPU-Onlyblender: Classroom - CPU-Onlyblender: Fishy Cat - CPU-Onlyblender: Barbershop - CPU-Onlyblender: Pabellon Barcelona - CPU-Onlyavifenc: 0avifenc: 2avifenc: 6avifenc: 6, Losslessavifenc: 10, Losslessbuild-godot: Time To Compilenatron: Spaceshipospray-studio: 1 - 4K - 1 - Path Tracerospray-studio: 2 - 4K - 1 - Path Tracerospray-studio: 3 - 4K - 1 - Path Tracerospray-studio: 1 - 4K - 16 - Path Tracerospray-studio: 1 - 4K - 32 - Path Tracerospray-studio: 2 - 4K - 16 - Path Tracerospray-studio: 2 - 4K - 32 - Path Tracerospray-studio: 3 - 4K - 16 - Path Tracerospray-studio: 3 - 4K - 32 - Path Tracerospray-studio: 1 - 1080p - 1 - Path Tracerospray-studio: 2 - 1080p - 1 - Path Tracerospray-studio: 3 - 1080p - 1 - Path Tracerospray-studio: 1 - 1080p - 16 - Path Tracerospray-studio: 1 - 1080p - 32 - Path Tracerospray-studio: 2 - 1080p - 16 - Path Tracerospray-studio: 2 - 1080p - 32 - Path Tracerospray-studio: 3 - 1080p - 16 - Path Tracerospray-studio: 3 - 1080p - 32 - Path Tracerbuild-python: Defaultbuild-python: Released Build, PGO + LTO Optimizedbuild-erlang: Time To Compilebuild-nodejs: Time To Compileblosc: blosclz shuffleblosc: blosclz bitshufflesrsran: OFDM_Testsrsran: 4G PHY_DL_Test 100 PRB MIMO 64-QAMsrsran: 4G PHY_DL_Test 100 PRB MIMO 64-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 256-QAMsrsran: 4G PHY_DL_Test 100 PRB MIMO 256-QAMsrsran: 4G PHY_DL_Test 100 PRB SISO 256-QAMsrsran: 4G PHY_DL_Test 100 PRB SISO 256-QAMsrsran: 5G PHY_DL_NR Test 52 PRB SISO 64-QAMsrsran: 5G PHY_DL_NR Test 52 PRB SISO 64-QAMclickhouse: 100M Rows Web Analytics Dataset, First Run / Cold Cacheclickhouse: 100M Rows Web Analytics Dataset, Second Runclickhouse: 100M Rows Web Analytics Dataset, Third Rundragonflydb: 50 - 1:1dragonflydb: 50 - 1:5dragonflydb: 50 - 5:1dragonflydb: 200 - 1:1dragonflydb: 200 - 1:5dragonflydb: 200 - 5:1rocksdb: Rand Fillrocksdb: Rand Readrocksdb: Update Randrocksdb: Seq Fillrocksdb: Rand Fill Syncrocksdb: Read While Writingrocksdb: Read Rand Write Randpgbench: 100 - 100 - Read Onlyencodec: 1.5 kbpsencodec: 6 kbpsencodec: 24 kbpsencodec: 3 kbpspgbench: 100 - 100 - Read Only - Average Latencypgbench: 100 - 250 - Read Onlypgbench: 100 - 250 - Read Only - Average Latencypgbench: 100 - 500 - Read Onlypgbench: 100 - 500 - Read Only - Average Latencypgbench: 100 - 100 - Read Writepgbench: 100 - 100 - Read Write - Average Latencypgbench: 100 - 250 - Read Writepgbench: 100 - 250 - Read Write - Average Latencypgbench: 100 - 500 - Read Writepgbench: 100 - 500 - Read Write - Average LatencyLinux 5.10.130Linux 5.15.83Linux 6.1154390.20358.051498828.701008.628606774.99223731.7018742.6722392194.2856719.5136489.15241610.68116.3334273.523214994.8355915.3655351.58252390.564201.0210160.915500706.76911917.94194.366490812.3521.1101677713.9095522.5378911.5362554.3858933.7269332.9996111.8892684.199568193.131572.15959.32250.937138.17208.797.707.587.457.300.540.5314.379.001.273.070.486794.59492.2530.26621.211534.73821.38970649766667152.4196.21256.43159.75443.72166.55211.25243.30278.63114.4137.68121.7240.23125.7941.90130.2143.5015.8039.07011.345185.330114.81341.39214.9102.0912.59210.1484.89224.44955.7343.8552.67822.73310.5210758.02779.5996104.162255.4233144.241043.761222.839686.656792.214275.261613.2689219.356936.4390132.64857.5265108.547573.675973.603913.577155.5433144.006238.443826.001110.5403752.83199.6153103.996011314244614.545.564.955.664.917.062.3811.5726.958.095.4614.2023.6017.1318.83160.277.0210.42710.6592.296363.101440.4966131.252714.291534.706993.306064.158690.5406540.8514551613.12909.6321621.84911.8160.9563990.3132385.881357.373.312400.023.252436.30272.0929.3719.11417.71969.338.24625.5025.5364.82123.341991.758.02485.3616.4715259.861.0431167.810.5038.53511188.28208241.485511598.699150605.55914.443174.7221063578643265.325374.94640.06491.90144972833.0911491036572.81135103173639682021883031591370.169907.74811.7037.8848.0548.3450275719931513333359762.47534.519126.497120.7947.04695.493415.136423.649106.13318.28144.251145.90373.74145.01270.5176.68911.3766.63797.2463.670557242863312146723421612442823993514658328469917781826217828409652712917266823347867801619.449383.51491.560453.61315238.110158.9122000000279.8117.3279.8123.3303.4126.9307.0131.098.665.9205.76212.60212.42978963.311047699.23989148.97971725.251021149.38918617.379831996509423962569512042552164643100899213260846542228.20829.49534.16229.1410.2154139490.6043702381.350536561.864476765.2443850312.986179381.23335.582364278.75879.679013626.15225144.3318733.1020930090.9660087.3632758.89285766.99128.3134238.773314461.3855890.2355415.01252393.884129.3417786.172284154.16916397.13194.888257907.0621.0981668523.9725912.5790451.5670494.4310983.7903213.0635111.9896804.270897193.024472.12199.32670.937537.90209.187.717.547.407.250.540.5314.409.021.283.090.486829.89531.3529.24021.170532.92421.31770923633333151.8296.31256.19159.15445.17166.90211.47242.73279.05115.1538.09122.1840.41126.2942.05130.4043.4115.8139.01811.366182.657115.52941.43314.8802.0712.5379.8504.89724.56255.6593.7522.63922.43810.4539759.35259.6141104.005455.5849143.806542.901323.313986.940291.986075.040113.3089219.008836.4973134.13267.4408108.337773.821672.055213.867954.4332146.950537.760226.477410.4339760.83749.6111104.037611236241614.715.534.955.594.856.992.2911.4627.698.055.4814.2123.8916.8518.67161.236.9110.41410.6392.293853.085610.4972481.251744.311784.708343.296334.203430.5404520.8465431611.14912.0661614.87908.1880.9616820.3160055.881356.353.302401.743.252441.67272.8029.2919.15416.95957.088.34623.3625.6264.28124.341993.588.01485.1916.4615258.561.0331007.380.538.235781186.39843242.254871611.594350607.73814.429174.6581080588673565.143373.55641.61489.83145002812.3411505836594.18134833176109666321849331391770.488911.08311.7737.8647.6648.3349973119931413213319572.48334.818127.534122.9786.98595.043418.022425.263106.38317.07144.341144.82373.54144.70971.0656.74911.4256.66697.5683.670467246862812148623414212455624031114657028485317781826217628417652422920666817348017799719.493383.96291.754453.30715998.610555.7122633333282.7118.3282.0123.9310.0128.0307.9131.698.666.0204.26209.58215.021123953.551186278.251068662.911060251.051117321.90993337.909828486523364961662611938372349693043279212935951527328.34929.53033.91728.6600.1944751750.5264264281.173562301.779459225.4443382414.783200310.22256.612433807.14667.827375258.06225639.3218727.6115989079.7753632.6732918.80284966.04115.5934059.433315660.8855875.1855344.32252372.294181.8016990.752054658.64916843.52194.3014896082.7921.3761683343.8172682.4971641.5200404.3113823.7188123.0125851.9288144.208880192.991772.09729.31030.936836.37181.547.367.207.086.940.530.5214.388.951.273.080.486767.39527.7535.56521.422538.79021.55270481500000153.2396.30255.89160.27446.66166.31211.06242.34279.22116.1638.01123.1940.32126.4942.06130.4743.3715.5259.07311.294180.519115.83141.93615.1222.0832.6069.9324.96924.45555.8153.8312.64022.78910.4097764.74259.5393104.834855.4366144.211443.320223.071886.883292.046275.263513.2691218.693636.5392132.50777.5359108.744373.545671.885213.901354.2726147.380437.211526.865610.3832763.30649.6532103.582311231234114.455.574.955.634.897.042.3611.4826.527.855.4613.8323.3516.7618.70160.396.9610.39910.6082.297083.094330.4967761.248714.286184.980673.312444.180960.5414300.8318661614.07909.1471618.86913.9430.9634000.3139755.891357.103.282415.313.232451.10267.6229.8619.17416.16957.418.33620.6125.7363.96124.971992.238.02491.2416.2715144.321.0430632.460.5138.361993186.93467242.923071607.401250609.27614.424174.9771069688668065.964373.45638.64491.85144202800.6211375506571.66134320174779601021723731572372.558934.26511.6536.1045.4145.9749166819731112993228722.46034.723126.763121.5967.02495.151409.127419.750106.46318.71144.291145.18374.17145.03671.2016.79811.5806.90999.4203.670487245863312300023437112634124043014669228423517791824217328479658942916567837347797980419.777385.593.739459.75315256.110161.3120733333280.2117.1280.3123.3307.4127.2305.5130.398.365.9198.51204.43212.921130454.031180450.091074996.431046604.151099078.40979549.439352856533717559448511349912184542985392213352852378830.49332.01736.32130.4260.1914874680.5134671671.070543651.839452235.5283610913.847OpenBenchmarking.org

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 TimeLinux 5.10.130Linux 5.15.83Linux 6.14080120160200SE +/- 0.67, N = 3154179200
OpenBenchmarking.orgClocks, Fewer Is Betterctx_clockContext Switch TimeLinux 5.10.130Linux 5.15.83Linux 6.14080120160200Min: 178 / Avg: 178.67 / Max: 180

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: MMAPLinux 5.10.130Linux 5.15.83Linux 6.180160240320400SE +/- 0.74, N = 3SE +/- 0.56, N = 3SE +/- 2.76, N = 3390.20381.23310.221. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -laio -lapparmor -latomic -lbsd -lc -lcrypt -ldl -lEGL -lGLESv2 -ljpeg -lrt -lsctp -lz -pthread
OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: MMAPLinux 5.10.130Linux 5.15.83Linux 6.170140210280350Min: 388.73 / Avg: 390.2 / Max: 391.11Min: 380.23 / Avg: 381.23 / Max: 382.15Min: 304.73 / Avg: 310.22 / Max: 313.391. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -laio -lapparmor -latomic -lbsd -lc -lcrypt -ldl -lEGL -lGLESv2 -ljpeg -lrt -lsctp -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: NUMALinux 5.10.130Linux 5.15.83Linux 6.180160240320400SE +/- 2.82, N = 3SE +/- 0.90, N = 3SE +/- 1.78, N = 3358.05335.58256.611. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -laio -lapparmor -latomic -lbsd -lc -lcrypt -ldl -lEGL -lGLESv2 -ljpeg -lrt -lsctp -lz -pthread
OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: NUMALinux 5.10.130Linux 5.15.83Linux 6.160120180240300Min: 354.56 / Avg: 358.05 / Max: 363.62Min: 334.26 / Avg: 335.58 / Max: 337.3Min: 254.57 / Avg: 256.61 / Max: 260.151. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -laio -lapparmor -latomic -lbsd -lc -lcrypt -ldl -lEGL -lGLESv2 -ljpeg -lrt -lsctp -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: FutexLinux 6.1Linux 5.15.83Linux 5.10.130500K1000K1500K2000K2500KSE +/- 9882.04, N = 3SE +/- 32600.02, N = 3SE +/- 33488.35, N = 152433807.142364278.751498828.701. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -laio -lapparmor -latomic -lbsd -lc -lcrypt -ldl -lEGL -lGLESv2 -ljpeg -lrt -lsctp -lz -pthread
OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: FutexLinux 6.1Linux 5.15.83Linux 5.10.130400K800K1200K1600K2000KMin: 2423753.27 / Avg: 2433807.14 / Max: 2453570.22Min: 2301592.09 / Avg: 2364278.75 / Max: 2411148.54Min: 1345246.04 / Avg: 1498828.7 / Max: 1801951.491. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -laio -lapparmor -latomic -lbsd -lc -lcrypt -ldl -lEGL -lGLESv2 -ljpeg -lrt -lsctp -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: MEMFDLinux 5.10.130Linux 5.15.83Linux 6.12004006008001000SE +/- 0.88, N = 3SE +/- 0.39, N = 3SE +/- 0.28, N = 31008.62879.67667.821. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -laio -lapparmor -latomic -lbsd -lc -lcrypt -ldl -lEGL -lGLESv2 -ljpeg -lrt -lsctp -lz -pthread
OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: MEMFDLinux 5.10.130Linux 5.15.83Linux 6.12004006008001000Min: 1007.17 / Avg: 1008.62 / Max: 1010.2Min: 878.89 / Avg: 879.67 / Max: 880.13Min: 667.28 / Avg: 667.82 / Max: 668.191. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -laio -lapparmor -latomic -lbsd -lc -lcrypt -ldl -lEGL -lGLESv2 -ljpeg -lrt -lsctp -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: MutexLinux 5.15.83Linux 5.10.130Linux 6.12M4M6M8M10MSE +/- 112044.15, N = 15SE +/- 10182.54, N = 3SE +/- 24065.62, N = 39013626.158606774.997375258.061. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -laio -lapparmor -latomic -lbsd -lc -lcrypt -ldl -lEGL -lGLESv2 -ljpeg -lrt -lsctp -lz -pthread
OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: MutexLinux 5.15.83Linux 5.10.130Linux 6.11.6M3.2M4.8M6.4M8MMin: 8407175.79 / Avg: 9013626.15 / Max: 9613737.32Min: 8595011.27 / Avg: 8606774.99 / Max: 8627053.5Min: 7337092.63 / Avg: 7375258.06 / Max: 7419737.861. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -laio -lapparmor -latomic -lbsd -lc -lcrypt -ldl -lEGL -lGLESv2 -ljpeg -lrt -lsctp -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: AtomicLinux 6.1Linux 5.15.83Linux 5.10.13050K100K150K200K250KSE +/- 3644.44, N = 3SE +/- 1620.65, N = 3SE +/- 1447.49, N = 3225639.32225144.33223731.701. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -laio -lapparmor -latomic -lbsd -lc -lcrypt -ldl -lEGL -lGLESv2 -ljpeg -lrt -lsctp -lz -pthread
OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: AtomicLinux 6.1Linux 5.15.83Linux 5.10.13040K80K120K160K200KMin: 219557.03 / Avg: 225639.32 / Max: 232158.98Min: 222524.49 / Avg: 225144.33 / Max: 228107.08Min: 221982.34 / Avg: 223731.7 / Max: 226604.011. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -laio -lapparmor -latomic -lbsd -lc -lcrypt -ldl -lEGL -lGLESv2 -ljpeg -lrt -lsctp -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: CryptoLinux 5.10.130Linux 5.15.83Linux 6.14K8K12K16K20KSE +/- 47.41, N = 3SE +/- 83.58, N = 3SE +/- 66.53, N = 318742.6718733.1018727.611. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -laio -lapparmor -latomic -lbsd -lc -lcrypt -ldl -lEGL -lGLESv2 -ljpeg -lrt -lsctp -lz -pthread
OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: CryptoLinux 5.10.130Linux 5.15.83Linux 6.13K6K9K12K15KMin: 18654.25 / Avg: 18742.67 / Max: 18816.54Min: 18566.43 / Avg: 18733.1 / Max: 18827.44Min: 18599.29 / Avg: 18727.61 / Max: 18822.231. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -laio -lapparmor -latomic -lbsd -lc -lcrypt -ldl -lEGL -lGLESv2 -ljpeg -lrt -lsctp -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: MallocLinux 5.10.130Linux 5.15.83Linux 6.15M10M15M20M25MSE +/- 90978.10, N = 3SE +/- 130302.14, N = 3SE +/- 91731.80, N = 322392194.2820930090.9615989079.771. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -laio -lapparmor -latomic -lbsd -lc -lcrypt -ldl -lEGL -lGLESv2 -ljpeg -lrt -lsctp -lz -pthread
OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: MallocLinux 5.10.130Linux 5.15.83Linux 6.14M8M12M16M20MMin: 22218615.87 / Avg: 22392194.28 / Max: 22526248.15Min: 20670365.41 / Avg: 20930090.96 / Max: 21078471.95Min: 15885717.96 / Avg: 15989079.77 / Max: 16172029.181. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -laio -lapparmor -latomic -lbsd -lc -lcrypt -ldl -lEGL -lGLESv2 -ljpeg -lrt -lsctp -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: ForkingLinux 5.15.83Linux 5.10.130Linux 6.113K26K39K52K65KSE +/- 184.20, N = 3SE +/- 175.99, N = 3SE +/- 386.64, N = 360087.3656719.5153632.671. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -laio -lapparmor -latomic -lbsd -lc -lcrypt -ldl -lEGL -lGLESv2 -ljpeg -lrt -lsctp -lz -pthread
OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: ForkingLinux 5.15.83Linux 5.10.130Linux 6.110K20K30K40K50KMin: 59728.25 / Avg: 60087.36 / Max: 60338.12Min: 56392.77 / Avg: 56719.51 / Max: 56996.24Min: 53016.12 / Avg: 53632.67 / Max: 54345.151. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -laio -lapparmor -latomic -lbsd -lc -lcrypt -ldl -lEGL -lGLESv2 -ljpeg -lrt -lsctp -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: IO_uringLinux 5.10.130Linux 6.1Linux 5.15.838K16K24K32K40KSE +/- 401.23, N = 3SE +/- 240.39, N = 3SE +/- 501.84, N = 336489.1532918.8032758.891. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -laio -lapparmor -latomic -lbsd -lc -lcrypt -ldl -lEGL -lGLESv2 -ljpeg -lrt -lsctp -lz -pthread
OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: IO_uringLinux 5.10.130Linux 6.1Linux 5.15.836K12K18K24K30KMin: 35760.18 / Avg: 36489.15 / Max: 37144.18Min: 32439.24 / Avg: 32918.8 / Max: 33188.2Min: 31868.84 / Avg: 32758.89 / Max: 33605.661. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -laio -lapparmor -latomic -lbsd -lc -lcrypt -ldl -lEGL -lGLESv2 -ljpeg -lrt -lsctp -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: SENDFILELinux 5.15.83Linux 6.1Linux 5.10.13060K120K180K240K300KSE +/- 2143.98, N = 3SE +/- 1947.11, N = 3SE +/- 2449.06, N = 3285766.99284966.04241610.681. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -laio -lapparmor -latomic -lbsd -lc -lcrypt -ldl -lEGL -lGLESv2 -ljpeg -lrt -lsctp -lz -pthread
OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: SENDFILELinux 5.15.83Linux 6.1Linux 5.10.13050K100K150K200K250KMin: 281479.56 / Avg: 285766.99 / Max: 287968.72Min: 281071.94 / Avg: 284966.04 / Max: 286938.1Min: 236713.28 / Avg: 241610.68 / Max: 244131.631. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -laio -lapparmor -latomic -lbsd -lc -lcrypt -ldl -lEGL -lGLESv2 -ljpeg -lrt -lsctp -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: CPU CacheLinux 5.15.83Linux 5.10.130Linux 6.1306090120150SE +/- 6.07, N = 12SE +/- 2.89, N = 15SE +/- 2.00, N = 15128.31116.33115.591. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -laio -lapparmor -latomic -lbsd -lc -lcrypt -ldl -lEGL -lGLESv2 -ljpeg -lrt -lsctp -lz -pthread
OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: CPU CacheLinux 5.15.83Linux 5.10.130Linux 6.120406080100Min: 104.69 / Avg: 128.31 / Max: 184.62Min: 97.79 / Avg: 116.33 / Max: 133.09Min: 101.95 / Avg: 115.59 / Max: 129.191. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -laio -lapparmor -latomic -lbsd -lc -lcrypt -ldl -lEGL -lGLESv2 -ljpeg -lrt -lsctp -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: CPU StressLinux 5.10.130Linux 5.15.83Linux 6.17K14K21K28K35KSE +/- 248.24, N = 14SE +/- 3.47, N = 3SE +/- 27.28, N = 334273.5234238.7734059.431. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -laio -lapparmor -latomic -lbsd -lc -lcrypt -ldl -lEGL -lGLESv2 -ljpeg -lrt -lsctp -lz -pthread
OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: CPU StressLinux 5.10.130Linux 5.15.83Linux 6.16K12K18K24K30KMin: 33926.37 / Avg: 34273.52 / Max: 37488.25Min: 34233.28 / Avg: 34238.77 / Max: 34245.2Min: 34026.37 / Avg: 34059.43 / Max: 34113.541. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -laio -lapparmor -latomic -lbsd -lc -lcrypt -ldl -lEGL -lGLESv2 -ljpeg -lrt -lsctp -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: SemaphoresLinux 6.1Linux 5.15.83Linux 5.10.130700K1400K2100K2800K3500KSE +/- 1806.60, N = 3SE +/- 1860.75, N = 3SE +/- 159.78, N = 33315660.883314461.383214994.831. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -laio -lapparmor -latomic -lbsd -lc -lcrypt -ldl -lEGL -lGLESv2 -ljpeg -lrt -lsctp -lz -pthread
OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: SemaphoresLinux 6.1Linux 5.15.83Linux 5.10.130600K1200K1800K2400K3000KMin: 3312970.55 / Avg: 3315660.88 / Max: 3319094.83Min: 3311372.46 / Avg: 3314461.38 / Max: 3317803.36Min: 3214727.06 / Avg: 3214994.83 / Max: 3215279.751. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -laio -lapparmor -latomic -lbsd -lc -lcrypt -ldl -lEGL -lGLESv2 -ljpeg -lrt -lsctp -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: Matrix MathLinux 5.10.130Linux 5.15.83Linux 6.112K24K36K48K60KSE +/- 476.25, N = 3SE +/- 503.37, N = 3SE +/- 647.24, N = 355915.3655890.2355875.181. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -laio -lapparmor -latomic -lbsd -lc -lcrypt -ldl -lEGL -lGLESv2 -ljpeg -lrt -lsctp -lz -pthread
OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: Matrix MathLinux 5.10.130Linux 5.15.83Linux 6.110K20K30K40K50KMin: 54995.07 / Avg: 55915.36 / Max: 56588.2Min: 54883.8 / Avg: 55890.23 / Max: 56415.01Min: 54604.91 / Avg: 55875.18 / Max: 56726.121. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -laio -lapparmor -latomic -lbsd -lc -lcrypt -ldl -lEGL -lGLESv2 -ljpeg -lrt -lsctp -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: Vector MathLinux 5.15.83Linux 5.10.130Linux 6.112K24K36K48K60KSE +/- 330.15, N = 3SE +/- 337.57, N = 3SE +/- 321.30, N = 355415.0155351.5855344.321. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -laio -lapparmor -latomic -lbsd -lc -lcrypt -ldl -lEGL -lGLESv2 -ljpeg -lrt -lsctp -lz -pthread
OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: Vector MathLinux 5.15.83Linux 5.10.130Linux 6.110K20K30K40K50KMin: 55010.75 / Avg: 55415.01 / Max: 56069.28Min: 55010.17 / Avg: 55351.58 / Max: 56026.7Min: 54938.56 / Avg: 55344.32 / Max: 55978.741. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -laio -lapparmor -latomic -lbsd -lc -lcrypt -ldl -lEGL -lGLESv2 -ljpeg -lrt -lsctp -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: x86_64 RdRandLinux 5.15.83Linux 5.10.130Linux 6.150K100K150K200K250KSE +/- 1.57, N = 3SE +/- 0.71, N = 3SE +/- 12.63, N = 3252393.88252390.56252372.291. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -laio -lapparmor -latomic -lbsd -lc -lcrypt -ldl -lEGL -lGLESv2 -ljpeg -lrt -lsctp -lz -pthread
OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: x86_64 RdRandLinux 5.15.83Linux 5.10.130Linux 6.140K80K120K160K200KMin: 252391.26 / Avg: 252393.88 / Max: 252396.69Min: 252389.44 / Avg: 252390.56 / Max: 252391.87Min: 252347.35 / Avg: 252372.29 / Max: 252388.261. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -laio -lapparmor -latomic -lbsd -lc -lcrypt -ldl -lEGL -lGLESv2 -ljpeg -lrt -lsctp -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: Memory CopyingLinux 5.10.130Linux 6.1Linux 5.15.839001800270036004500SE +/- 31.35, N = 3SE +/- 29.72, N = 3SE +/- 42.48, N = 34201.024181.804129.341. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -laio -lapparmor -latomic -lbsd -lc -lcrypt -ldl -lEGL -lGLESv2 -ljpeg -lrt -lsctp -lz -pthread
OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: Memory CopyingLinux 5.10.130Linux 6.1Linux 5.15.837001400210028003500Min: 4153.53 / Avg: 4201.02 / Max: 4260.22Min: 4126.97 / Avg: 4181.8 / Max: 4229.08Min: 4067.88 / Avg: 4129.34 / Max: 4210.871. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -laio -lapparmor -latomic -lbsd -lc -lcrypt -ldl -lEGL -lGLESv2 -ljpeg -lrt -lsctp -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: Socket ActivityLinux 5.15.83Linux 6.1Linux 5.10.1304K8K12K16K20KSE +/- 80.02, N = 3SE +/- 112.51, N = 3SE +/- 302.66, N = 1517786.1716990.7510160.911. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -laio -lapparmor -latomic -lbsd -lc -lcrypt -ldl -lEGL -lGLESv2 -ljpeg -lrt -lsctp -lz -pthread
OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: Socket ActivityLinux 5.15.83Linux 6.1Linux 5.10.1303K6K9K12K15KMin: 17675.1 / Avg: 17786.17 / Max: 17941.49Min: 16858.08 / Avg: 16990.75 / Max: 17214.49Min: 9193.23 / Avg: 10160.91 / Max: 14180.141. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -laio -lapparmor -latomic -lbsd -lc -lcrypt -ldl -lEGL -lGLESv2 -ljpeg -lrt -lsctp -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: Context SwitchingLinux 5.10.130Linux 5.15.83Linux 6.11.2M2.4M3.6M4.8M6MSE +/- 72191.04, N = 3SE +/- 7040.94, N = 3SE +/- 3492.53, N = 35500706.762284154.162054658.641. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -laio -lapparmor -latomic -lbsd -lc -lcrypt -ldl -lEGL -lGLESv2 -ljpeg -lrt -lsctp -lz -pthread
OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: Context SwitchingLinux 5.10.130Linux 5.15.83Linux 6.11000K2000K3000K4000K5000KMin: 5373588.8 / Avg: 5500706.76 / Max: 5623556.62Min: 2274662.3 / Avg: 2284154.16 / Max: 2297908.59Min: 2050421.46 / Avg: 2054658.64 / Max: 2061586.381. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -laio -lapparmor -latomic -lbsd -lc -lcrypt -ldl -lEGL -lGLESv2 -ljpeg -lrt -lsctp -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: Glibc C String FunctionsLinux 6.1Linux 5.15.83Linux 5.10.130200K400K600K800K1000KSE +/- 8664.27, N = 3SE +/- 3709.52, N = 3SE +/- 6508.49, N = 3916843.52916397.13911917.941. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -laio -lapparmor -latomic -lbsd -lc -lcrypt -ldl -lEGL -lGLESv2 -ljpeg -lrt -lsctp -lz -pthread
OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: Glibc C String FunctionsLinux 6.1Linux 5.15.83Linux 5.10.130160K320K480K640K800KMin: 906229.6 / Avg: 916843.52 / Max: 934012.91Min: 909197.6 / Avg: 916397.13 / Max: 921548.25Min: 904104.5 / Avg: 911917.94 / Max: 924840.971. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -laio -lapparmor -latomic -lbsd -lc -lcrypt -ldl -lEGL -lGLESv2 -ljpeg -lrt -lsctp -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: Glibc Qsort Data SortingLinux 5.15.83Linux 5.10.130Linux 6.14080120160200SE +/- 1.18, N = 3SE +/- 1.58, N = 3SE +/- 1.25, N = 3194.88194.36194.301. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -laio -lapparmor -latomic -lbsd -lc -lcrypt -ldl -lEGL -lGLESv2 -ljpeg -lrt -lsctp -lz -pthread
OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: Glibc Qsort Data SortingLinux 5.15.83Linux 5.10.130Linux 6.14080120160200Min: 193.6 / Avg: 194.88 / Max: 197.23Min: 192.57 / Avg: 194.36 / Max: 197.5Min: 192.67 / Avg: 194.3 / Max: 196.771. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -laio -lapparmor -latomic -lbsd -lc -lcrypt -ldl -lEGL -lGLESv2 -ljpeg -lrt -lsctp -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: System V Message PassingLinux 6.1Linux 5.15.83Linux 5.10.1303M6M9M12M15MSE +/- 26770.64, N = 3SE +/- 4399.60, N = 3SE +/- 23387.52, N = 314896082.798257907.066490812.351. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -laio -lapparmor -latomic -lbsd -lc -lcrypt -ldl -lEGL -lGLESv2 -ljpeg -lrt -lsctp -lz -pthread
OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: System V Message PassingLinux 6.1Linux 5.15.83Linux 5.10.1303M6M9M12M15MMin: 14845730.63 / Avg: 14896082.79 / Max: 14937022.63Min: 8249334.09 / Avg: 8257907.06 / Max: 8263910.41Min: 6447860.45 / Avg: 6490812.35 / Max: 6528328.211. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -laio -lapparmor -latomic -lbsd -lc -lcrypt -ldl -lEGL -lGLESv2 -ljpeg -lrt -lsctp -lz -pthread

FLAC Audio Encoding

This test times how long it takes to encode a sample WAV file to FLAC audio format ten times using the --best preset settings. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterFLAC Audio Encoding 1.4WAV To FLACLinux 5.15.83Linux 5.10.130Linux 6.1510152025SE +/- 0.02, N = 5SE +/- 0.03, N = 5SE +/- 0.04, N = 521.1021.1121.381. (CXX) g++ options: -O3 -fvisibility=hidden -logg -lm
OpenBenchmarking.orgSeconds, Fewer Is BetterFLAC Audio Encoding 1.4WAV To FLACLinux 5.15.83Linux 5.10.130Linux 6.1510152025Min: 21.01 / Avg: 21.1 / Max: 21.17Min: 21.06 / Avg: 21.11 / Max: 21.2Min: 21.23 / Avg: 21.38 / Max: 21.431. (CXX) g++ options: -O3 -fvisibility=hidden -logg -lm

BRL-CAD

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

OpenBenchmarking.orgVGR Performance Metric, More Is BetterBRL-CAD 7.32.6VGR Performance MetricLinux 6.1Linux 5.10.130Linux 5.15.8340K80K120K160K200K1683341677711668521. (CXX) g++ options: -std=c++11 -pipe -fvisibility=hidden -fno-strict-aliasing -fno-common -fexceptions -ftemplate-depth-128 -m64 -ggdb3 -O3 -fipa-pta -fstrength-reduce -finline-functions -flto -pedantic -pthread -ldl -lm

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 22.11.5Sample Rate: 44100 - Buffer Size: 512Linux 5.15.83Linux 5.10.130Linux 6.10.89381.78762.68143.57524.469SE +/- 0.017996, N = 3SE +/- 0.028488, N = 3SE +/- 0.063340, N = 33.9725913.9095523.8172681. (CXX) g++ options: -lpthread -lsndfile -lm -O3 -march=native -ffast-math -funroll-loops -fstrength-reduce -fstrict-aliasing -finline-functions
OpenBenchmarking.orgRender Ratio, More Is BetterStargate Digital Audio Workstation 22.11.5Sample Rate: 44100 - Buffer Size: 512Linux 5.15.83Linux 5.10.130Linux 6.1246810Min: 3.94 / Avg: 3.97 / Max: 4Min: 3.87 / Avg: 3.91 / Max: 3.97Min: 3.69 / Avg: 3.82 / Max: 3.911. (CXX) g++ options: -lpthread -lsndfile -lm -O3 -march=native -ffast-math -funroll-loops -fstrength-reduce -fstrict-aliasing -finline-functions

OpenBenchmarking.orgRender Ratio, More Is BetterStargate Digital Audio Workstation 22.11.5Sample Rate: 96000 - Buffer Size: 512Linux 5.15.83Linux 5.10.130Linux 6.10.58031.16061.74092.32122.9015SE +/- 0.013088, N = 3SE +/- 0.035214, N = 3SE +/- 0.031971, N = 32.5790452.5378912.4971641. (CXX) g++ options: -lpthread -lsndfile -lm -O3 -march=native -ffast-math -funroll-loops -fstrength-reduce -fstrict-aliasing -finline-functions
OpenBenchmarking.orgRender Ratio, More Is BetterStargate Digital Audio Workstation 22.11.5Sample Rate: 96000 - Buffer Size: 512Linux 5.15.83Linux 5.10.130Linux 6.1246810Min: 2.55 / Avg: 2.58 / Max: 2.6Min: 2.49 / Avg: 2.54 / Max: 2.61Min: 2.44 / Avg: 2.5 / Max: 2.551. (CXX) g++ options: -lpthread -lsndfile -lm -O3 -march=native -ffast-math -funroll-loops -fstrength-reduce -fstrict-aliasing -finline-functions

OpenBenchmarking.orgRender Ratio, More Is BetterStargate Digital Audio Workstation 22.11.5Sample Rate: 192000 - Buffer Size: 512Linux 5.15.83Linux 5.10.130Linux 6.10.35260.70521.05781.41041.763SE +/- 0.017482, N = 3SE +/- 0.008212, N = 3SE +/- 0.006196, N = 31.5670491.5362551.5200401. (CXX) g++ options: -lpthread -lsndfile -lm -O3 -march=native -ffast-math -funroll-loops -fstrength-reduce -fstrict-aliasing -finline-functions
OpenBenchmarking.orgRender Ratio, More Is BetterStargate Digital Audio Workstation 22.11.5Sample Rate: 192000 - Buffer Size: 512Linux 5.15.83Linux 5.10.130Linux 6.1246810Min: 1.54 / Avg: 1.57 / Max: 1.6Min: 1.53 / Avg: 1.54 / Max: 1.55Min: 1.51 / Avg: 1.52 / Max: 1.531. (CXX) g++ options: -lpthread -lsndfile -lm -O3 -march=native -ffast-math -funroll-loops -fstrength-reduce -fstrict-aliasing -finline-functions

OpenBenchmarking.orgRender Ratio, More Is BetterStargate Digital Audio Workstation 22.11.5Sample Rate: 44100 - Buffer Size: 1024Linux 5.15.83Linux 5.10.130Linux 6.10.9971.9942.9913.9884.985SE +/- 0.011431, N = 3SE +/- 0.002245, N = 3SE +/- 0.047576, N = 34.4310984.3858934.3113821. (CXX) g++ options: -lpthread -lsndfile -lm -O3 -march=native -ffast-math -funroll-loops -fstrength-reduce -fstrict-aliasing -finline-functions
OpenBenchmarking.orgRender Ratio, More Is BetterStargate Digital Audio Workstation 22.11.5Sample Rate: 44100 - Buffer Size: 1024Linux 5.15.83Linux 5.10.130Linux 6.1246810Min: 4.41 / Avg: 4.43 / Max: 4.45Min: 4.38 / Avg: 4.39 / Max: 4.39Min: 4.26 / Avg: 4.31 / Max: 4.411. (CXX) g++ options: -lpthread -lsndfile -lm -O3 -march=native -ffast-math -funroll-loops -fstrength-reduce -fstrict-aliasing -finline-functions

OpenBenchmarking.orgRender Ratio, More Is BetterStargate Digital Audio Workstation 22.11.5Sample Rate: 480000 - Buffer Size: 512Linux 5.15.83Linux 5.10.130Linux 6.10.85281.70562.55843.41124.264SE +/- 0.052597, N = 3SE +/- 0.019070, N = 3SE +/- 0.044488, N = 33.7903213.7269333.7188121. (CXX) g++ options: -lpthread -lsndfile -lm -O3 -march=native -ffast-math -funroll-loops -fstrength-reduce -fstrict-aliasing -finline-functions
OpenBenchmarking.orgRender Ratio, More Is BetterStargate Digital Audio Workstation 22.11.5Sample Rate: 480000 - Buffer Size: 512Linux 5.15.83Linux 5.10.130Linux 6.1246810Min: 3.69 / Avg: 3.79 / Max: 3.85Min: 3.69 / Avg: 3.73 / Max: 3.76Min: 3.64 / Avg: 3.72 / Max: 3.81. (CXX) g++ options: -lpthread -lsndfile -lm -O3 -march=native -ffast-math -funroll-loops -fstrength-reduce -fstrict-aliasing -finline-functions

OpenBenchmarking.orgRender Ratio, More Is BetterStargate Digital Audio Workstation 22.11.5Sample Rate: 96000 - Buffer Size: 1024Linux 5.15.83Linux 6.1Linux 5.10.1300.68931.37862.06792.75723.4465SE +/- 0.004654, N = 3SE +/- 0.021684, N = 3SE +/- 0.016716, N = 33.0635113.0125852.9996111. (CXX) g++ options: -lpthread -lsndfile -lm -O3 -march=native -ffast-math -funroll-loops -fstrength-reduce -fstrict-aliasing -finline-functions
OpenBenchmarking.orgRender Ratio, More Is BetterStargate Digital Audio Workstation 22.11.5Sample Rate: 96000 - Buffer Size: 1024Linux 5.15.83Linux 6.1Linux 5.10.130246810Min: 3.05 / Avg: 3.06 / Max: 3.07Min: 2.97 / Avg: 3.01 / Max: 3.04Min: 2.97 / Avg: 3 / Max: 3.031. (CXX) g++ options: -lpthread -lsndfile -lm -O3 -march=native -ffast-math -funroll-loops -fstrength-reduce -fstrict-aliasing -finline-functions

OpenBenchmarking.orgRender Ratio, More Is BetterStargate Digital Audio Workstation 22.11.5Sample Rate: 192000 - Buffer Size: 1024Linux 5.15.83Linux 6.1Linux 5.10.1300.44770.89541.34311.79082.2385SE +/- 0.011134, N = 3SE +/- 0.012895, N = 3SE +/- 0.016352, N = 31.9896801.9288141.8892681. (CXX) g++ options: -lpthread -lsndfile -lm -O3 -march=native -ffast-math -funroll-loops -fstrength-reduce -fstrict-aliasing -finline-functions
OpenBenchmarking.orgRender Ratio, More Is BetterStargate Digital Audio Workstation 22.11.5Sample Rate: 192000 - Buffer Size: 1024Linux 5.15.83Linux 6.1Linux 5.10.130246810Min: 1.97 / Avg: 1.99 / Max: 2.01Min: 1.91 / Avg: 1.93 / Max: 1.95Min: 1.86 / Avg: 1.89 / Max: 1.911. (CXX) g++ options: -lpthread -lsndfile -lm -O3 -march=native -ffast-math -funroll-loops -fstrength-reduce -fstrict-aliasing -finline-functions

OpenBenchmarking.orgRender Ratio, More Is BetterStargate Digital Audio Workstation 22.11.5Sample Rate: 480000 - Buffer Size: 1024Linux 5.15.83Linux 6.1Linux 5.10.1300.9611.9222.8833.8444.805SE +/- 0.015411, N = 3SE +/- 0.017869, N = 3SE +/- 0.030220, N = 34.2708974.2088804.1995681. (CXX) g++ options: -lpthread -lsndfile -lm -O3 -march=native -ffast-math -funroll-loops -fstrength-reduce -fstrict-aliasing -finline-functions
OpenBenchmarking.orgRender Ratio, More Is BetterStargate Digital Audio Workstation 22.11.5Sample Rate: 480000 - Buffer Size: 1024Linux 5.15.83Linux 6.1Linux 5.10.130246810Min: 4.24 / Avg: 4.27 / Max: 4.29Min: 4.18 / Avg: 4.21 / Max: 4.24Min: 4.14 / Avg: 4.2 / Max: 4.251. (CXX) g++ options: -lpthread -lsndfile -lm -O3 -march=native -ffast-math -funroll-loops -fstrength-reduce -fstrict-aliasing -finline-functions

ASTC Encoder

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

OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 4.0Preset: FastLinux 5.10.130Linux 5.15.83Linux 6.14080120160200SE +/- 0.04, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3193.13193.02192.991. (CXX) g++ options: -O3 -flto -pthread
OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 4.0Preset: FastLinux 5.10.130Linux 5.15.83Linux 6.14080120160200Min: 193.06 / Avg: 193.13 / Max: 193.2Min: 192.96 / Avg: 193.02 / Max: 193.13Min: 192.94 / Avg: 192.99 / Max: 193.051. (CXX) g++ options: -O3 -flto -pthread

OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 4.0Preset: MediumLinux 5.10.130Linux 5.15.83Linux 6.11632486480SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 372.1672.1272.101. (CXX) g++ options: -O3 -flto -pthread
OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 4.0Preset: MediumLinux 5.10.130Linux 5.15.83Linux 6.11428425670Min: 72.15 / Avg: 72.16 / Max: 72.17Min: 72.08 / Avg: 72.12 / Max: 72.19Min: 72.06 / Avg: 72.1 / Max: 72.131. (CXX) g++ options: -O3 -flto -pthread

OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 4.0Preset: ThoroughLinux 5.15.83Linux 5.10.130Linux 6.13691215SE +/- 0.0055, N = 3SE +/- 0.0023, N = 3SE +/- 0.0088, N = 39.32679.32259.31031. (CXX) g++ options: -O3 -flto -pthread
OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 4.0Preset: ThoroughLinux 5.15.83Linux 5.10.130Linux 6.13691215Min: 9.32 / Avg: 9.33 / Max: 9.34Min: 9.32 / Avg: 9.32 / Max: 9.33Min: 9.29 / Avg: 9.31 / Max: 9.321. (CXX) g++ options: -O3 -flto -pthread

OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 4.0Preset: ExhaustiveLinux 5.15.83Linux 5.10.130Linux 6.10.21090.42180.63270.84361.0545SE +/- 0.0001, N = 3SE +/- 0.0001, N = 3SE +/- 0.0006, N = 30.93750.93710.93681. (CXX) g++ options: -O3 -flto -pthread
OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 4.0Preset: ExhaustiveLinux 5.15.83Linux 5.10.130Linux 6.1246810Min: 0.94 / Avg: 0.94 / Max: 0.94Min: 0.94 / Avg: 0.94 / Max: 0.94Min: 0.94 / Avg: 0.94 / Max: 0.941. (CXX) g++ options: -O3 -flto -pthread

JPEG XL Decoding 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 suited for JPEG XL decode performance testing to PNG output file, the pts/jpexl test is for encode performance. The JPEG XL encoding/decoding is done using the libjxl codebase. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMP/s, More Is BetterJPEG XL Decoding libjxl 0.7CPU Threads: 1Linux 5.10.130Linux 5.15.83Linux 6.1918273645SE +/- 0.06, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 338.1737.9036.37
OpenBenchmarking.orgMP/s, More Is BetterJPEG XL Decoding libjxl 0.7CPU Threads: 1Linux 5.10.130Linux 5.15.83Linux 6.1816243240Min: 38.08 / Avg: 38.17 / Max: 38.29Min: 37.84 / Avg: 37.9 / Max: 37.98Min: 36.33 / Avg: 36.37 / Max: 36.39

OpenBenchmarking.orgMP/s, More Is BetterJPEG XL Decoding libjxl 0.7CPU Threads: AllLinux 5.15.83Linux 5.10.130Linux 6.150100150200250SE +/- 0.37, N = 3SE +/- 1.38, N = 3SE +/- 2.09, N = 3209.18208.79181.54
OpenBenchmarking.orgMP/s, More Is BetterJPEG XL Decoding libjxl 0.7CPU Threads: AllLinux 5.15.83Linux 5.10.130Linux 6.14080120160200Min: 208.63 / Avg: 209.18 / Max: 209.88Min: 206.98 / Avg: 208.79 / Max: 211.51Min: 177.45 / Avg: 181.54 / Max: 184.33

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: 80Linux 5.15.83Linux 5.10.130Linux 6.1246810SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 37.717.707.361. (CXX) g++ options: -fno-rtti -funwind-tables -O3 -O2 -fPIE -pie -lm -pthread -latomic
OpenBenchmarking.orgMP/s, More Is BetterJPEG XL libjxl 0.7Input: PNG - Quality: 80Linux 5.15.83Linux 5.10.130Linux 6.13691215Min: 7.7 / Avg: 7.71 / Max: 7.72Min: 7.69 / Avg: 7.7 / Max: 7.71Min: 7.34 / Avg: 7.36 / Max: 7.371. (CXX) g++ options: -fno-rtti -funwind-tables -O3 -O2 -fPIE -pie -lm -pthread -latomic

OpenBenchmarking.orgMP/s, More Is BetterJPEG XL libjxl 0.7Input: PNG - Quality: 90Linux 5.10.130Linux 5.15.83Linux 6.1246810SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 37.587.547.201. (CXX) g++ options: -fno-rtti -funwind-tables -O3 -O2 -fPIE -pie -lm -pthread -latomic
OpenBenchmarking.orgMP/s, More Is BetterJPEG XL libjxl 0.7Input: PNG - Quality: 90Linux 5.10.130Linux 5.15.83Linux 6.13691215Min: 7.56 / Avg: 7.58 / Max: 7.6Min: 7.51 / Avg: 7.54 / Max: 7.56Min: 7.16 / Avg: 7.2 / Max: 7.221. (CXX) g++ options: -fno-rtti -funwind-tables -O3 -O2 -fPIE -pie -lm -pthread -latomic

OpenBenchmarking.orgMP/s, More Is BetterJPEG XL libjxl 0.7Input: JPEG - Quality: 80Linux 5.10.130Linux 5.15.83Linux 6.1246810SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 37.457.407.081. (CXX) g++ options: -fno-rtti -funwind-tables -O3 -O2 -fPIE -pie -lm -pthread -latomic
OpenBenchmarking.orgMP/s, More Is BetterJPEG XL libjxl 0.7Input: JPEG - Quality: 80Linux 5.10.130Linux 5.15.83Linux 6.13691215Min: 7.44 / Avg: 7.45 / Max: 7.46Min: 7.39 / Avg: 7.4 / Max: 7.4Min: 7.06 / Avg: 7.08 / Max: 7.11. (CXX) g++ options: -fno-rtti -funwind-tables -O3 -O2 -fPIE -pie -lm -pthread -latomic

OpenBenchmarking.orgMP/s, More Is BetterJPEG XL libjxl 0.7Input: JPEG - Quality: 90Linux 5.10.130Linux 5.15.83Linux 6.1246810SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 37.307.256.941. (CXX) g++ options: -fno-rtti -funwind-tables -O3 -O2 -fPIE -pie -lm -pthread -latomic
OpenBenchmarking.orgMP/s, More Is BetterJPEG XL libjxl 0.7Input: JPEG - Quality: 90Linux 5.10.130Linux 5.15.83Linux 6.13691215Min: 7.29 / Avg: 7.3 / Max: 7.31Min: 7.24 / Avg: 7.25 / Max: 7.26Min: 6.93 / Avg: 6.94 / Max: 6.951. (CXX) g++ options: -fno-rtti -funwind-tables -O3 -O2 -fPIE -pie -lm -pthread -latomic

OpenBenchmarking.orgMP/s, More Is BetterJPEG XL libjxl 0.7Input: PNG - Quality: 100Linux 5.15.83Linux 5.10.130Linux 6.10.12150.2430.36450.4860.6075SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 30.540.540.531. (CXX) g++ options: -fno-rtti -funwind-tables -O3 -O2 -fPIE -pie -lm -pthread -latomic
OpenBenchmarking.orgMP/s, More Is BetterJPEG XL libjxl 0.7Input: PNG - Quality: 100Linux 5.15.83Linux 5.10.130Linux 6.1246810Min: 0.54 / Avg: 0.54 / Max: 0.54Min: 0.54 / Avg: 0.54 / Max: 0.54Min: 0.53 / Avg: 0.53 / Max: 0.531. (CXX) g++ options: -fno-rtti -funwind-tables -O3 -O2 -fPIE -pie -lm -pthread -latomic

OpenBenchmarking.orgMP/s, More Is BetterJPEG XL libjxl 0.7Input: JPEG - Quality: 100Linux 5.15.83Linux 5.10.130Linux 6.10.11930.23860.35790.47720.5965SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 30.530.530.521. (CXX) g++ options: -fno-rtti -funwind-tables -O3 -O2 -fPIE -pie -lm -pthread -latomic
OpenBenchmarking.orgMP/s, More Is BetterJPEG XL libjxl 0.7Input: JPEG - Quality: 100Linux 5.15.83Linux 5.10.130Linux 6.1246810Min: 0.52 / Avg: 0.53 / Max: 0.53Min: 0.53 / Avg: 0.53 / Max: 0.53Min: 0.52 / Avg: 0.52 / Max: 0.521. (CXX) g++ options: -fno-rtti -funwind-tables -O3 -O2 -fPIE -pie -lm -pthread -latomic

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: DefaultLinux 5.15.83Linux 6.1Linux 5.10.13048121620SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 314.4014.3814.371. (CC) gcc options: -fvisibility=hidden -O2 -lm -pthread
OpenBenchmarking.orgMP/s, More Is BetterWebP Image Encode 1.2.4Encode Settings: DefaultLinux 5.15.83Linux 6.1Linux 5.10.13048121620Min: 14.4 / Avg: 14.4 / Max: 14.4Min: 14.36 / Avg: 14.38 / Max: 14.4Min: 14.36 / Avg: 14.37 / Max: 14.381. (CC) gcc options: -fvisibility=hidden -O2 -lm -pthread

OpenBenchmarking.orgMP/s, More Is BetterWebP Image Encode 1.2.4Encode Settings: Quality 100Linux 5.15.83Linux 5.10.130Linux 6.13691215SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 39.029.008.951. (CC) gcc options: -fvisibility=hidden -O2 -lm -pthread
OpenBenchmarking.orgMP/s, More Is BetterWebP Image Encode 1.2.4Encode Settings: Quality 100Linux 5.15.83Linux 5.10.130Linux 6.13691215Min: 9.02 / Avg: 9.02 / Max: 9.02Min: 9 / Avg: 9 / Max: 9.01Min: 8.93 / Avg: 8.95 / Max: 8.971. (CC) gcc options: -fvisibility=hidden -O2 -lm -pthread

OpenBenchmarking.orgMP/s, More Is BetterWebP Image Encode 1.2.4Encode Settings: Quality 100, LosslessLinux 5.15.83Linux 6.1Linux 5.10.1300.2880.5760.8641.1521.44SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 31.281.271.271. (CC) gcc options: -fvisibility=hidden -O2 -lm -pthread
OpenBenchmarking.orgMP/s, More Is BetterWebP Image Encode 1.2.4Encode Settings: Quality 100, LosslessLinux 5.15.83Linux 6.1Linux 5.10.130246810Min: 1.28 / Avg: 1.28 / Max: 1.28Min: 1.27 / Avg: 1.27 / Max: 1.27Min: 1.27 / Avg: 1.27 / Max: 1.271. (CC) gcc options: -fvisibility=hidden -O2 -lm -pthread

OpenBenchmarking.orgMP/s, More Is BetterWebP Image Encode 1.2.4Encode Settings: Quality 100, Highest CompressionLinux 5.15.83Linux 6.1Linux 5.10.1300.69531.39062.08592.78123.4765SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 33.093.083.071. (CC) gcc options: -fvisibility=hidden -O2 -lm -pthread
OpenBenchmarking.orgMP/s, More Is BetterWebP Image Encode 1.2.4Encode Settings: Quality 100, Highest CompressionLinux 5.15.83Linux 6.1Linux 5.10.130246810Min: 3.09 / Avg: 3.09 / Max: 3.1Min: 3.07 / Avg: 3.08 / Max: 3.08Min: 3.03 / Avg: 3.07 / Max: 3.11. (CC) gcc options: -fvisibility=hidden -O2 -lm -pthread

OpenBenchmarking.orgMP/s, More Is BetterWebP Image Encode 1.2.4Encode Settings: Quality 100, Lossless, Highest CompressionLinux 6.1Linux 5.15.83Linux 5.10.1300.1080.2160.3240.4320.54SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 30.480.480.481. (CC) gcc options: -fvisibility=hidden -O2 -lm -pthread
OpenBenchmarking.orgMP/s, More Is BetterWebP Image Encode 1.2.4Encode Settings: Quality 100, Lossless, Highest CompressionLinux 6.1Linux 5.15.83Linux 5.10.13012345Min: 0.48 / Avg: 0.48 / Max: 0.48Min: 0.48 / Avg: 0.48 / Max: 0.48Min: 0.48 / Avg: 0.48 / Max: 0.481. (CC) gcc options: -fvisibility=hidden -O2 -lm -pthread

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: Monero - Hash Count: 1MLinux 5.15.83Linux 5.10.130Linux 6.115003000450060007500SE +/- 23.74, N = 3SE +/- 3.14, N = 3SE +/- 54.19, N = 36829.86794.56767.31. (CXX) g++ options: -fexceptions -fno-rtti -maes -O3 -Ofast -static-libgcc -static-libstdc++ -rdynamic -lssl -lcrypto -luv -lpthread -lrt -ldl -lhwloc
OpenBenchmarking.orgH/s, More Is BetterXmrig 6.18.1Variant: Monero - Hash Count: 1MLinux 5.15.83Linux 5.10.130Linux 6.112002400360048006000Min: 6788 / Avg: 6829.83 / Max: 6870.2Min: 6790.1 / Avg: 6794.53 / Max: 6800.6Min: 6659.1 / Avg: 6767.27 / Max: 6827.21. (CXX) g++ options: -fexceptions -fno-rtti -maes -O3 -Ofast -static-libgcc -static-libstdc++ -rdynamic -lssl -lcrypto -luv -lpthread -lrt -ldl -lhwloc

OpenBenchmarking.orgH/s, More Is BetterXmrig 6.18.1Variant: Wownero - Hash Count: 1MLinux 5.15.83Linux 6.1Linux 5.10.1302K4K6K8K10KSE +/- 34.41, N = 3SE +/- 49.24, N = 3SE +/- 67.20, N = 39531.39527.79492.21. (CXX) g++ options: -fexceptions -fno-rtti -maes -O3 -Ofast -static-libgcc -static-libstdc++ -rdynamic -lssl -lcrypto -luv -lpthread -lrt -ldl -lhwloc
OpenBenchmarking.orgH/s, More Is BetterXmrig 6.18.1Variant: Wownero - Hash Count: 1MLinux 5.15.83Linux 6.1Linux 5.10.13017003400510068008500Min: 9479.8 / Avg: 9531.33 / Max: 9596.6Min: 9452.2 / Avg: 9527.7 / Max: 9620.2Min: 9362.3 / Avg: 9492.2 / Max: 95871. (CXX) g++ options: -fexceptions -fno-rtti -maes -O3 -Ofast -static-libgcc -static-libstdc++ -rdynamic -lssl -lcrypto -luv -lpthread -lrt -ldl -lhwloc

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: BM1Linux 6.1Linux 5.10.130Linux 5.15.83120240360480600SE +/- 0.30, N = 3SE +/- 0.13, N = 3SE +/- 0.39, N = 3535.57530.27529.241. (CC) gcc options: -std=c99 -Ofast -ffast-math -fopenmp -march=native -lm
OpenBenchmarking.orgGFInst/s, More Is BetterminiBUDE 20210901Implementation: OpenMP - Input Deck: BM1Linux 6.1Linux 5.10.130Linux 5.15.8390180270360450Min: 534.96 / Avg: 535.57 / Max: 535.88Min: 530.12 / Avg: 530.27 / Max: 530.52Min: 528.82 / Avg: 529.24 / Max: 530.021. (CC) gcc options: -std=c99 -Ofast -ffast-math -fopenmp -march=native -lm

OpenBenchmarking.orgBillion Interactions/s, More Is BetterminiBUDE 20210901Implementation: OpenMP - Input Deck: BM1Linux 6.1Linux 5.10.130Linux 5.15.83510152025SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 321.4221.2121.171. (CC) gcc options: -std=c99 -Ofast -ffast-math -fopenmp -march=native -lm
OpenBenchmarking.orgBillion Interactions/s, More Is BetterminiBUDE 20210901Implementation: OpenMP - Input Deck: BM1Linux 6.1Linux 5.10.130Linux 5.15.83510152025Min: 21.4 / Avg: 21.42 / Max: 21.44Min: 21.21 / Avg: 21.21 / Max: 21.22Min: 21.15 / Avg: 21.17 / Max: 21.21. (CC) gcc options: -std=c99 -Ofast -ffast-math -fopenmp -march=native -lm

OpenBenchmarking.orgGFInst/s, More Is BetterminiBUDE 20210901Implementation: OpenMP - Input Deck: BM2Linux 6.1Linux 5.10.130Linux 5.15.83120240360480600SE +/- 0.18, N = 3SE +/- 0.18, N = 3SE +/- 0.02, N = 3538.79534.74532.921. (CC) gcc options: -std=c99 -Ofast -ffast-math -fopenmp -march=native -lm
OpenBenchmarking.orgGFInst/s, More Is BetterminiBUDE 20210901Implementation: OpenMP - Input Deck: BM2Linux 6.1Linux 5.10.130Linux 5.15.83100200300400500Min: 538.45 / Avg: 538.79 / Max: 539.04Min: 534.41 / Avg: 534.74 / Max: 535.02Min: 532.88 / Avg: 532.92 / Max: 532.951. (CC) gcc options: -std=c99 -Ofast -ffast-math -fopenmp -march=native -lm

OpenBenchmarking.orgBillion Interactions/s, More Is BetterminiBUDE 20210901Implementation: OpenMP - Input Deck: BM2Linux 6.1Linux 5.10.130Linux 5.15.83510152025SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 321.5521.3921.321. (CC) gcc options: -std=c99 -Ofast -ffast-math -fopenmp -march=native -lm
OpenBenchmarking.orgBillion Interactions/s, More Is BetterminiBUDE 20210901Implementation: OpenMP - Input Deck: BM2Linux 6.1Linux 5.10.130Linux 5.15.83510152025Min: 21.54 / Avg: 21.55 / Max: 21.56Min: 21.38 / Avg: 21.39 / Max: 21.4Min: 21.32 / Avg: 21.32 / Max: 21.321. (CC) gcc options: -std=c99 -Ofast -ffast-math -fopenmp -march=native -lm

nekRS

nekRS is an open-source Navier Stokes solver based on the spectral element method. NekRS supports both CPU and GPU/accelerator support though this test profile is currently configured for CPU execution. NekRS is part of Nek5000 of the Mathematics and Computer Science MCS at Argonne National Laboratory. This nekRS benchmark is primarily relevant to large core count HPC servers and otherwise may be very time consuming. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFLOP/s, More Is BetternekRS 22.0Input: TurboPipe PeriodicLinux 5.15.83Linux 5.10.130Linux 6.115000M30000M45000M60000M75000MSE +/- 219477639.96, N = 3SE +/- 144216808.24, N = 3SE +/- 48731133.10, N = 37092363333370649766667704815000001. (CXX) g++ options: -fopenmp -O2 -march=native -mtune=native -ftree-vectorize -pthread -lmpi_cxx -lmpi
OpenBenchmarking.orgFLOP/s, More Is BetternekRS 22.0Input: TurboPipe PeriodicLinux 5.15.83Linux 5.10.130Linux 6.112000M24000M36000M48000M60000MMin: 70494200000 / Avg: 70923633333.33 / Max: 71217100000Min: 70472800000 / Avg: 70649766666.67 / Max: 70935500000Min: 70400200000 / Avg: 70481500000 / Max: 705687000001. (CXX) g++ options: -fopenmp -O2 -march=native -mtune=native -ftree-vectorize -pthread -lmpi_cxx -lmpi

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 BeamLinux 5.15.83Linux 5.10.130Linux 6.1306090120150SE +/- 0.14, N = 3SE +/- 0.18, N = 3SE +/- 0.17, N = 3151.82152.41153.23
OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2022.10.13Model: Bumper BeamLinux 5.15.83Linux 5.10.130Linux 6.1306090120150Min: 151.53 / Avg: 151.82 / Max: 151.99Min: 152.18 / Avg: 152.41 / Max: 152.77Min: 153 / Avg: 153.23 / Max: 153.57

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2022.10.13Model: Cell Phone Drop TestLinux 5.10.130Linux 6.1Linux 5.15.8320406080100SE +/- 0.20, N = 3SE +/- 0.06, N = 3SE +/- 0.10, N = 396.2196.3096.31
OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2022.10.13Model: Cell Phone Drop TestLinux 5.10.130Linux 6.1Linux 5.15.8320406080100Min: 95.81 / Avg: 96.21 / Max: 96.44Min: 96.24 / Avg: 96.3 / Max: 96.41Min: 96.13 / Avg: 96.31 / Max: 96.46

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2022.10.13Model: Bird Strike on WindshieldLinux 6.1Linux 5.15.83Linux 5.10.13060120180240300SE +/- 0.19, N = 3SE +/- 0.19, N = 3SE +/- 0.38, N = 3255.89256.19256.43
OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2022.10.13Model: Bird Strike on WindshieldLinux 6.1Linux 5.15.83Linux 5.10.13050100150200250Min: 255.51 / Avg: 255.89 / Max: 256.16Min: 255.88 / Avg: 256.19 / Max: 256.54Min: 255.9 / Avg: 256.43 / Max: 257.17

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2022.10.13Model: Rubber O-Ring Seal InstallationLinux 5.15.83Linux 5.10.130Linux 6.14080120160200SE +/- 0.22, N = 3SE +/- 0.08, N = 3SE +/- 0.29, N = 3159.15159.75160.27
OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2022.10.13Model: Rubber O-Ring Seal InstallationLinux 5.15.83Linux 5.10.130Linux 6.1306090120150Min: 158.73 / Avg: 159.15 / Max: 159.49Min: 159.59 / Avg: 159.75 / Max: 159.88Min: 159.89 / Avg: 160.27 / Max: 160.84

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2022.10.13Model: INIVOL and Fluid Structure Interaction Drop ContainerLinux 5.10.130Linux 5.15.83Linux 6.1100200300400500SE +/- 0.39, N = 3SE +/- 0.43, N = 3SE +/- 0.46, N = 3443.72445.17446.66
OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2022.10.13Model: INIVOL and Fluid Structure Interaction Drop ContainerLinux 5.10.130Linux 5.15.83Linux 6.180160240320400Min: 442.96 / Avg: 443.72 / Max: 444.26Min: 444.65 / Avg: 445.17 / Max: 446.03Min: 445.74 / Avg: 446.66 / Max: 447.22

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: 16 - Model: AlexNetLinux 5.15.83Linux 5.10.130Linux 6.14080120160200SE +/- 0.13, N = 3SE +/- 0.44, N = 3SE +/- 0.22, N = 3166.90166.55166.31
OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.10Device: CPU - Batch Size: 16 - Model: AlexNetLinux 5.15.83Linux 5.10.130Linux 6.1306090120150Min: 166.65 / Avg: 166.9 / Max: 167.04Min: 166.05 / Avg: 166.55 / Max: 167.43Min: 165.87 / Avg: 166.31 / Max: 166.56

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.10Device: CPU - Batch Size: 32 - Model: AlexNetLinux 5.15.83Linux 5.10.130Linux 6.150100150200250SE +/- 0.13, N = 3SE +/- 0.47, N = 3SE +/- 0.28, N = 3211.47211.25211.06
OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.10Device: CPU - Batch Size: 32 - Model: AlexNetLinux 5.15.83Linux 5.10.130Linux 6.14080120160200Min: 211.29 / Avg: 211.47 / Max: 211.71Min: 210.32 / Avg: 211.25 / Max: 211.83Min: 210.5 / Avg: 211.06 / Max: 211.43

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.10Device: CPU - Batch Size: 64 - Model: AlexNetLinux 5.10.130Linux 5.15.83Linux 6.150100150200250SE +/- 0.06, N = 3SE +/- 0.39, N = 3SE +/- 0.27, N = 3243.30242.73242.34
OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.10Device: CPU - Batch Size: 64 - Model: AlexNetLinux 5.10.130Linux 5.15.83Linux 6.14080120160200Min: 243.23 / Avg: 243.3 / Max: 243.43Min: 242.16 / Avg: 242.73 / Max: 243.48Min: 241.8 / Avg: 242.34 / Max: 242.66

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.10Device: CPU - Batch Size: 256 - Model: AlexNetLinux 6.1Linux 5.15.83Linux 5.10.13060120180240300SE +/- 0.40, N = 3SE +/- 0.66, N = 3SE +/- 0.53, N = 3279.22279.05278.63
OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.10Device: CPU - Batch Size: 256 - Model: AlexNetLinux 6.1Linux 5.15.83Linux 5.10.13050100150200250Min: 278.81 / Avg: 279.22 / Max: 280.02Min: 278.3 / Avg: 279.05 / Max: 280.36Min: 277.89 / Avg: 278.63 / Max: 279.65

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.10Device: CPU - Batch Size: 16 - Model: GoogLeNetLinux 6.1Linux 5.15.83Linux 5.10.130306090120150SE +/- 0.17, N = 3SE +/- 0.10, N = 3SE +/- 0.12, N = 3116.16115.15114.41
OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.10Device: CPU - Batch Size: 16 - Model: GoogLeNetLinux 6.1Linux 5.15.83Linux 5.10.13020406080100Min: 115.83 / Avg: 116.16 / Max: 116.34Min: 115.01 / Avg: 115.15 / Max: 115.35Min: 114.17 / Avg: 114.41 / Max: 114.57

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.10Device: CPU - Batch Size: 16 - Model: ResNet-50Linux 5.15.83Linux 6.1Linux 5.10.130918273645SE +/- 0.07, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 338.0938.0137.68
OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.10Device: CPU - Batch Size: 16 - Model: ResNet-50Linux 5.15.83Linux 6.1Linux 5.10.130816243240Min: 37.99 / Avg: 38.09 / Max: 38.22Min: 37.96 / Avg: 38.01 / Max: 38.03Min: 37.63 / Avg: 37.68 / Max: 37.74

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.10Device: CPU - Batch Size: 32 - Model: GoogLeNetLinux 6.1Linux 5.15.83Linux 5.10.130306090120150SE +/- 0.12, N = 3SE +/- 0.12, N = 3SE +/- 0.14, N = 3123.19122.18121.72
OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.10Device: CPU - Batch Size: 32 - Model: GoogLeNetLinux 6.1Linux 5.15.83Linux 5.10.13020406080100Min: 123.06 / Avg: 123.19 / Max: 123.42Min: 121.94 / Avg: 122.18 / Max: 122.31Min: 121.51 / Avg: 121.72 / Max: 121.98

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.10Device: CPU - Batch Size: 32 - Model: ResNet-50Linux 5.15.83Linux 6.1Linux 5.10.130918273645SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 340.4140.3240.23
OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.10Device: CPU - Batch Size: 32 - Model: ResNet-50Linux 5.15.83Linux 6.1Linux 5.10.130816243240Min: 40.33 / Avg: 40.41 / Max: 40.45Min: 40.29 / Avg: 40.32 / Max: 40.38Min: 40.2 / Avg: 40.23 / Max: 40.27

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.10Device: CPU - Batch Size: 64 - Model: GoogLeNetLinux 6.1Linux 5.15.83Linux 5.10.130306090120150SE +/- 0.18, N = 3SE +/- 0.14, N = 3SE +/- 0.05, N = 3126.49126.29125.79
OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.10Device: CPU - Batch Size: 64 - Model: GoogLeNetLinux 6.1Linux 5.15.83Linux 5.10.13020406080100Min: 126.14 / Avg: 126.49 / Max: 126.73Min: 126.08 / Avg: 126.29 / Max: 126.57Min: 125.71 / Avg: 125.79 / Max: 125.87

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.10Device: CPU - Batch Size: 64 - Model: ResNet-50Linux 6.1Linux 5.15.83Linux 5.10.1301020304050SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 342.0642.0541.90
OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.10Device: CPU - Batch Size: 64 - Model: ResNet-50Linux 6.1Linux 5.15.83Linux 5.10.130918273645Min: 41.97 / Avg: 42.06 / Max: 42.14Min: 42.01 / Avg: 42.05 / Max: 42.08Min: 41.86 / Avg: 41.9 / Max: 41.94

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.10Device: CPU - Batch Size: 256 - Model: GoogLeNetLinux 6.1Linux 5.15.83Linux 5.10.130306090120150SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3130.47130.40130.21
OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.10Device: CPU - Batch Size: 256 - Model: GoogLeNetLinux 6.1Linux 5.15.83Linux 5.10.13020406080100Min: 130.43 / Avg: 130.47 / Max: 130.53Min: 130.35 / Avg: 130.4 / Max: 130.49Min: 130.15 / Avg: 130.21 / Max: 130.25

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.10Device: CPU - Batch Size: 256 - Model: ResNet-50Linux 5.10.130Linux 5.15.83Linux 6.11020304050SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 343.5043.4143.37
OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.10Device: CPU - Batch Size: 256 - Model: ResNet-50Linux 5.10.130Linux 5.15.83Linux 6.1918273645Min: 43.47 / Avg: 43.5 / Max: 43.53Min: 43.37 / Avg: 43.41 / Max: 43.45Min: 43.32 / Avg: 43.37 / Max: 43.42

Numenta Anomaly Benchmark

Numenta Anomaly Benchmark (NAB) is a benchmark for evaluating algorithms for anomaly detection in streaming, real-time applications. It is comprised of over 50 labeled real-world and artificial time-series data files plus a novel scoring mechanism designed for real-time applications. This test profile currently measures the time to run various detectors. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Relative EntropyLinux 6.1Linux 5.10.130Linux 5.15.8348121620SE +/- 0.19, N = 3SE +/- 0.27, N = 3SE +/- 0.09, N = 315.5315.8015.81
OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Relative EntropyLinux 6.1Linux 5.10.130Linux 5.15.8348121620Min: 15.27 / Avg: 15.53 / Max: 15.91Min: 15.45 / Avg: 15.8 / Max: 16.33Min: 15.67 / Avg: 15.81 / Max: 15.97

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Windowed GaussianLinux 5.15.83Linux 5.10.130Linux 6.13691215SE +/- 0.045, N = 3SE +/- 0.038, N = 3SE +/- 0.037, N = 39.0189.0709.073
OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Windowed GaussianLinux 5.15.83Linux 5.10.130Linux 6.13691215Min: 8.94 / Avg: 9.02 / Max: 9.09Min: 9.01 / Avg: 9.07 / Max: 9.14Min: 9.03 / Avg: 9.07 / Max: 9.15

Y-Cruncher

Y-Cruncher is a multi-threaded Pi benchmark capable of computing Pi to trillions of digits. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterY-Cruncher 0.7.10.9513Pi Digits To Calculate: 500MLinux 6.1Linux 5.10.130Linux 5.15.833691215SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 311.2911.3511.37
OpenBenchmarking.orgSeconds, Fewer Is BetterY-Cruncher 0.7.10.9513Pi Digits To Calculate: 500MLinux 6.1Linux 5.10.130Linux 5.15.833691215Min: 11.28 / Avg: 11.29 / Max: 11.31Min: 11.33 / Avg: 11.35 / Max: 11.37Min: 11.35 / Avg: 11.37 / Max: 11.37

Numenta Anomaly Benchmark

Numenta Anomaly Benchmark (NAB) is a benchmark for evaluating algorithms for anomaly detection in streaming, real-time applications. It is comprised of over 50 labeled real-world and artificial time-series data files plus a novel scoring mechanism designed for real-time applications. This test profile currently measures the time to run various detectors. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: KNN CADLinux 6.1Linux 5.15.83Linux 5.10.1304080120160200SE +/- 0.44, N = 3SE +/- 0.59, N = 3SE +/- 0.84, N = 3180.52182.66185.33
OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: KNN CADLinux 6.1Linux 5.15.83Linux 5.10.130306090120150Min: 179.67 / Avg: 180.52 / Max: 181.14Min: 181.47 / Avg: 182.66 / Max: 183.36Min: 183.85 / Avg: 185.33 / Max: 186.74

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Earthgecko SkylineLinux 5.10.130Linux 5.15.83Linux 6.1306090120150SE +/- 0.46, N = 3SE +/- 0.35, N = 3SE +/- 0.67, N = 3114.81115.53115.83
OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Earthgecko SkylineLinux 5.10.130Linux 5.15.83Linux 6.120406080100Min: 114 / Avg: 114.81 / Max: 115.6Min: 114.95 / Avg: 115.53 / Max: 116.18Min: 114.63 / Avg: 115.83 / Max: 116.93

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Bayesian ChangepointLinux 5.10.130Linux 5.15.83Linux 6.11020304050SE +/- 0.18, N = 3SE +/- 0.21, N = 3SE +/- 0.20, N = 341.3941.4341.94
OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Bayesian ChangepointLinux 5.10.130Linux 5.15.83Linux 6.1918273645Min: 41.04 / Avg: 41.39 / Max: 41.59Min: 41.01 / Avg: 41.43 / Max: 41.69Min: 41.59 / Avg: 41.94 / Max: 42.27

Mobile Neural Network

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

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2.1Model: nasnetLinux 5.15.83Linux 5.10.130Linux 6.148121620SE +/- 0.10, N = 3SE +/- 0.12, N = 3SE +/- 0.15, N = 914.8814.9115.12MIN: 14.51 / MAX: 33.86MIN: 14.46 / MAX: 28.47MIN: 14.55 / MAX: 29.561. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2.1Model: nasnetLinux 5.15.83Linux 5.10.130Linux 6.148121620Min: 14.78 / Avg: 14.88 / Max: 15.08Min: 14.75 / Avg: 14.91 / Max: 15.15Min: 14.82 / Avg: 15.12 / Max: 16.071. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2.1Model: mobilenetV3Linux 5.15.83Linux 6.1Linux 5.10.1300.47050.9411.41151.8822.3525SE +/- 0.009, N = 3SE +/- 0.009, N = 9SE +/- 0.010, N = 32.0712.0832.091MIN: 1.99 / MAX: 4.73MIN: 1.98 / MAX: 6.07MIN: 1.99 / MAX: 3.261. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2.1Model: mobilenetV3Linux 5.15.83Linux 6.1Linux 5.10.130246810Min: 2.05 / Avg: 2.07 / Max: 2.08Min: 2.06 / Avg: 2.08 / Max: 2.14Min: 2.07 / Avg: 2.09 / Max: 2.111. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2.1Model: squeezenetv1.1Linux 5.15.83Linux 5.10.130Linux 6.10.58641.17281.75922.34562.932SE +/- 0.015, N = 3SE +/- 0.020, N = 3SE +/- 0.012, N = 92.5372.5922.606MIN: 2.47 / MAX: 4.14MIN: 2.48 / MAX: 5.22MIN: 2.49 / MAX: 16.461. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2.1Model: squeezenetv1.1Linux 5.15.83Linux 5.10.130Linux 6.1246810Min: 2.52 / Avg: 2.54 / Max: 2.57Min: 2.56 / Avg: 2.59 / Max: 2.63Min: 2.56 / Avg: 2.61 / Max: 2.661. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2.1Model: resnet-v2-50Linux 5.15.83Linux 6.1Linux 5.10.1303691215SE +/- 0.025, N = 3SE +/- 0.037, N = 9SE +/- 0.099, N = 39.8509.93210.148MIN: 9.74 / MAX: 31.53MIN: 9.74 / MAX: 23.92MIN: 9.88 / MAX: 23.71. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2.1Model: resnet-v2-50Linux 5.15.83Linux 6.1Linux 5.10.1303691215Min: 9.8 / Avg: 9.85 / Max: 9.89Min: 9.82 / Avg: 9.93 / Max: 10.17Min: 9.97 / Avg: 10.15 / Max: 10.311. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2.1Model: SqueezeNetV1.0Linux 5.10.130Linux 5.15.83Linux 6.11.1182.2363.3544.4725.59SE +/- 0.043, N = 3SE +/- 0.009, N = 3SE +/- 0.019, N = 94.8924.8974.969MIN: 4.79 / MAX: 17.74MIN: 4.84 / MAX: 18.25MIN: 4.87 / MAX: 7.191. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2.1Model: SqueezeNetV1.0Linux 5.10.130Linux 5.15.83Linux 6.1246810Min: 4.85 / Avg: 4.89 / Max: 4.98Min: 4.89 / Avg: 4.9 / Max: 4.92Min: 4.92 / Avg: 4.97 / Max: 5.061. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

Y-Cruncher

Y-Cruncher is a multi-threaded Pi benchmark capable of computing Pi to trillions of digits. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterY-Cruncher 0.7.10.9513Pi Digits To Calculate: 1BLinux 5.10.130Linux 6.1Linux 5.15.83612182430SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 324.4524.4624.56
OpenBenchmarking.orgSeconds, Fewer Is BetterY-Cruncher 0.7.10.9513Pi Digits To Calculate: 1BLinux 5.10.130Linux 6.1Linux 5.15.83612182430Min: 24.41 / Avg: 24.45 / Max: 24.48Min: 24.42 / Avg: 24.46 / Max: 24.49Min: 24.52 / Avg: 24.56 / Max: 24.63

Numenta Anomaly Benchmark

Numenta Anomaly Benchmark (NAB) is a benchmark for evaluating algorithms for anomaly detection in streaming, real-time applications. It is comprised of over 50 labeled real-world and artificial time-series data files plus a novel scoring mechanism designed for real-time applications. This test profile currently measures the time to run various detectors. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Contextual Anomaly Detector OSELinux 5.15.83Linux 5.10.130Linux 6.11326395265SE +/- 0.25, N = 3SE +/- 0.29, N = 3SE +/- 0.15, N = 355.6655.7355.82
OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Contextual Anomaly Detector OSELinux 5.15.83Linux 5.10.130Linux 6.11122334455Min: 55.18 / Avg: 55.66 / Max: 56.02Min: 55.17 / Avg: 55.73 / Max: 56.15Min: 55.63 / Avg: 55.82 / Max: 56.11

Mobile Neural Network

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

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2.1Model: MobileNetV2_224Linux 5.15.83Linux 6.1Linux 5.10.1300.86741.73482.60223.46964.337SE +/- 0.020, N = 3SE +/- 0.020, N = 9SE +/- 0.007, N = 33.7523.8313.855MIN: 3.56 / MAX: 17.6MIN: 3.59 / MAX: 5.87MIN: 3.65 / MAX: 16.531. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2.1Model: MobileNetV2_224Linux 5.15.83Linux 6.1Linux 5.10.130246810Min: 3.73 / Avg: 3.75 / Max: 3.79Min: 3.77 / Avg: 3.83 / Max: 3.91Min: 3.85 / Avg: 3.86 / Max: 3.871. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2.1Model: mobilenet-v1-1.0Linux 5.15.83Linux 6.1Linux 5.10.1300.60261.20521.80782.41043.013SE +/- 0.047, N = 3SE +/- 0.028, N = 9SE +/- 0.044, N = 32.6392.6402.678MIN: 2.38 / MAX: 3.73MIN: 2.36 / MAX: 16.9MIN: 2.4 / MAX: 5.221. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2.1Model: mobilenet-v1-1.0Linux 5.15.83Linux 6.1Linux 5.10.130246810Min: 2.57 / Avg: 2.64 / Max: 2.73Min: 2.57 / Avg: 2.64 / Max: 2.8Min: 2.59 / Avg: 2.68 / Max: 2.731. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2.1Model: inception-v3Linux 5.15.83Linux 5.10.130Linux 6.1510152025SE +/- 0.38, N = 3SE +/- 0.36, N = 3SE +/- 0.32, N = 922.4422.7322.79MIN: 21.58 / MAX: 36.88MIN: 22.05 / MAX: 36.04MIN: 21.59 / MAX: 102.891. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2.1Model: inception-v3Linux 5.15.83Linux 5.10.130Linux 6.1510152025Min: 21.8 / Avg: 22.44 / Max: 23.11Min: 22.24 / Avg: 22.73 / Max: 23.43Min: 21.82 / Avg: 22.79 / Max: 24.61. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

Neural Magic DeepSparse

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.1Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-StreamLinux 5.10.130Linux 5.15.83Linux 6.13691215SE +/- 0.02, N = 3SE +/- 0.06, N = 3SE +/- 0.07, N = 310.5210.4510.41
OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.1Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-StreamLinux 5.10.130Linux 5.15.83Linux 6.13691215Min: 10.49 / Avg: 10.52 / Max: 10.55Min: 10.39 / Avg: 10.45 / Max: 10.57Min: 10.29 / Avg: 10.41 / Max: 10.53

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.1Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-StreamLinux 5.10.130Linux 5.15.83Linux 6.1160320480640800SE +/- 1.03, N = 3SE +/- 2.20, N = 3SE +/- 4.45, N = 3758.03759.35764.74
OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.1Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-StreamLinux 5.10.130Linux 5.15.83Linux 6.1130260390520650Min: 755.97 / Avg: 758.03 / Max: 759.11Min: 755.93 / Avg: 759.35 / Max: 763.46Min: 757.79 / Avg: 764.74 / Max: 773.03

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.1Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Synchronous Single-StreamLinux 5.15.83Linux 5.10.130Linux 6.13691215SE +/- 0.0357, N = 3SE +/- 0.0301, N = 3SE +/- 0.0848, N = 39.61419.59969.5393
OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.1Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Synchronous Single-StreamLinux 5.15.83Linux 5.10.130Linux 6.13691215Min: 9.57 / Avg: 9.61 / Max: 9.68Min: 9.57 / Avg: 9.6 / Max: 9.66Min: 9.39 / Avg: 9.54 / Max: 9.68

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.1Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Synchronous Single-StreamLinux 5.15.83Linux 5.10.130Linux 6.120406080100SE +/- 0.39, N = 3SE +/- 0.33, N = 3SE +/- 0.93, N = 3104.01104.16104.83
OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.1Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Synchronous Single-StreamLinux 5.15.83Linux 5.10.130Linux 6.120406080100Min: 103.25 / Avg: 104.01 / Max: 104.51Min: 103.51 / Avg: 104.16 / Max: 104.52Min: 103.28 / Avg: 104.83 / Max: 106.51

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.1Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Asynchronous Multi-StreamLinux 5.15.83Linux 6.1Linux 5.10.1301224364860SE +/- 0.12, N = 3SE +/- 0.16, N = 3SE +/- 0.15, N = 355.5855.4455.42
OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.1Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Asynchronous Multi-StreamLinux 5.15.83Linux 6.1Linux 5.10.1301122334455Min: 55.41 / Avg: 55.58 / Max: 55.82Min: 55.26 / Avg: 55.44 / Max: 55.76Min: 55.26 / Avg: 55.42 / Max: 55.72

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.1Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Asynchronous Multi-StreamLinux 5.15.83Linux 6.1Linux 5.10.130306090120150SE +/- 0.31, N = 3SE +/- 0.38, N = 3SE +/- 0.43, N = 3143.81144.21144.24
OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.1Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Asynchronous Multi-StreamLinux 5.15.83Linux 6.1Linux 5.10.130306090120150Min: 143.25 / Avg: 143.81 / Max: 144.33Min: 143.45 / Avg: 144.21 / Max: 144.64Min: 143.39 / Avg: 144.24 / Max: 144.74

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.1Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Synchronous Single-StreamLinux 5.10.130Linux 6.1Linux 5.15.831020304050SE +/- 0.26, N = 3SE +/- 0.21, N = 3SE +/- 0.47, N = 743.7643.3242.90
OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.1Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Synchronous Single-StreamLinux 5.10.130Linux 6.1Linux 5.15.83918273645Min: 43.24 / Avg: 43.76 / Max: 44.07Min: 42.9 / Avg: 43.32 / Max: 43.56Min: 40.35 / Avg: 42.9 / Max: 44.03

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.1Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Synchronous Single-StreamLinux 5.10.130Linux 6.1Linux 5.15.83612182430SE +/- 0.14, N = 3SE +/- 0.11, N = 3SE +/- 0.27, N = 722.8423.0723.31
OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.1Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Synchronous Single-StreamLinux 5.10.130Linux 6.1Linux 5.15.83510152025Min: 22.68 / Avg: 22.84 / Max: 23.11Min: 22.94 / Avg: 23.07 / Max: 23.29Min: 22.7 / Avg: 23.31 / Max: 24.77

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.1Model: CV Detection,YOLOv5s COCO - Scenario: Asynchronous Multi-StreamLinux 5.15.83Linux 6.1Linux 5.10.13020406080100SE +/- 0.08, N = 3SE +/- 0.04, N = 3SE +/- 0.12, N = 386.9486.8886.66
OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.1Model: CV Detection,YOLOv5s COCO - Scenario: Asynchronous Multi-StreamLinux 5.15.83Linux 6.1Linux 5.10.1301632486480Min: 86.81 / Avg: 86.94 / Max: 87.1Min: 86.82 / Avg: 86.88 / Max: 86.94Min: 86.47 / Avg: 86.66 / Max: 86.88

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.1Model: CV Detection,YOLOv5s COCO - Scenario: Asynchronous Multi-StreamLinux 5.15.83Linux 6.1Linux 5.10.13020406080100SE +/- 0.09, N = 3SE +/- 0.04, N = 3SE +/- 0.08, N = 391.9992.0592.21
OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.1Model: CV Detection,YOLOv5s COCO - Scenario: Asynchronous Multi-StreamLinux 5.15.83Linux 6.1Linux 5.10.13020406080100Min: 91.82 / Avg: 91.99 / Max: 92.12Min: 91.99 / Avg: 92.05 / Max: 92.12Min: 92.05 / Avg: 92.21 / Max: 92.32

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.1Model: CV Detection,YOLOv5s COCO - Scenario: Synchronous Single-StreamLinux 6.1Linux 5.10.130Linux 5.15.8320406080100SE +/- 0.10, N = 3SE +/- 0.01, N = 3SE +/- 0.14, N = 375.2675.2675.04
OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.1Model: CV Detection,YOLOv5s COCO - Scenario: Synchronous Single-StreamLinux 6.1Linux 5.10.130Linux 5.15.831428425670Min: 75.08 / Avg: 75.26 / Max: 75.39Min: 75.25 / Avg: 75.26 / Max: 75.28Min: 74.86 / Avg: 75.04 / Max: 75.31

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.1Model: CV Detection,YOLOv5s COCO - Scenario: Synchronous Single-StreamLinux 5.10.130Linux 6.1Linux 5.15.833691215SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 313.2713.2713.31
OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.1Model: CV Detection,YOLOv5s COCO - Scenario: Synchronous Single-StreamLinux 5.10.130Linux 6.1Linux 5.15.8348121620Min: 13.27 / Avg: 13.27 / Max: 13.27Min: 13.25 / Avg: 13.27 / Max: 13.3Min: 13.26 / Avg: 13.31 / Max: 13.34

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.1Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-StreamLinux 5.10.130Linux 5.15.83Linux 6.150100150200250SE +/- 0.10, N = 3SE +/- 0.45, N = 3SE +/- 0.45, N = 3219.36219.01218.69
OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.1Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-StreamLinux 5.10.130Linux 5.15.83Linux 6.14080120160200Min: 219.2 / Avg: 219.36 / Max: 219.55Min: 218.12 / Avg: 219.01 / Max: 219.55Min: 217.81 / Avg: 218.69 / Max: 219.26

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.1Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-StreamLinux 5.10.130Linux 5.15.83Linux 6.1816243240SE +/- 0.02, N = 3SE +/- 0.07, N = 3SE +/- 0.08, N = 336.4436.5036.54
OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.1Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-StreamLinux 5.10.130Linux 5.15.83Linux 6.1816243240Min: 36.41 / Avg: 36.44 / Max: 36.47Min: 36.41 / Avg: 36.5 / Max: 36.65Min: 36.46 / Avg: 36.54 / Max: 36.7

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.1Model: CV Classification, ResNet-50 ImageNet - Scenario: Synchronous Single-StreamLinux 5.15.83Linux 5.10.130Linux 6.1306090120150SE +/- 0.54, N = 3SE +/- 1.67, N = 3SE +/- 2.16, N = 3134.13132.65132.51
OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.1Model: CV Classification, ResNet-50 ImageNet - Scenario: Synchronous Single-StreamLinux 5.15.83Linux 5.10.130Linux 6.1306090120150Min: 133.18 / Avg: 134.13 / Max: 135.05Min: 129.77 / Avg: 132.65 / Max: 135.55Min: 130.25 / Avg: 132.51 / Max: 136.83

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.1Model: CV Classification, ResNet-50 ImageNet - Scenario: Synchronous Single-StreamLinux 5.15.83Linux 5.10.130Linux 6.1246810SE +/- 0.0304, N = 3SE +/- 0.0949, N = 3SE +/- 0.1212, N = 37.44087.52657.5359
OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.1Model: CV Classification, ResNet-50 ImageNet - Scenario: Synchronous Single-StreamLinux 5.15.83Linux 5.10.130Linux 6.13691215Min: 7.39 / Avg: 7.44 / Max: 7.49Min: 7.36 / Avg: 7.53 / Max: 7.69Min: 7.29 / Avg: 7.54 / Max: 7.66

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.1Model: NLP Text Classification, DistilBERT mnli - Scenario: Asynchronous Multi-StreamLinux 6.1Linux 5.10.130Linux 5.15.8320406080100SE +/- 0.47, N = 3SE +/- 0.05, N = 3SE +/- 0.53, N = 3108.74108.55108.34
OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.1Model: NLP Text Classification, DistilBERT mnli - Scenario: Asynchronous Multi-StreamLinux 6.1Linux 5.10.130Linux 5.15.8320406080100Min: 107.92 / Avg: 108.74 / Max: 109.56Min: 108.45 / Avg: 108.55 / Max: 108.64Min: 107.59 / Avg: 108.34 / Max: 109.36

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.1Model: NLP Text Classification, DistilBERT mnli - Scenario: Asynchronous Multi-StreamLinux 6.1Linux 5.10.130Linux 5.15.831632486480SE +/- 0.32, N = 3SE +/- 0.04, N = 3SE +/- 0.36, N = 373.5573.6873.82
OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.1Model: NLP Text Classification, DistilBERT mnli - Scenario: Asynchronous Multi-StreamLinux 6.1Linux 5.10.130Linux 5.15.831428425670Min: 73 / Avg: 73.55 / Max: 74.1Min: 73.61 / Avg: 73.68 / Max: 73.74Min: 73.13 / Avg: 73.82 / Max: 74.33

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.1Model: NLP Text Classification, DistilBERT mnli - Scenario: Synchronous Single-StreamLinux 5.10.130Linux 5.15.83Linux 6.11632486480SE +/- 0.65, N = 3SE +/- 0.33, N = 3SE +/- 0.51, N = 373.6072.0671.89
OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.1Model: NLP Text Classification, DistilBERT mnli - Scenario: Synchronous Single-StreamLinux 5.10.130Linux 5.15.83Linux 6.11428425670Min: 72.54 / Avg: 73.6 / Max: 74.79Min: 71.4 / Avg: 72.06 / Max: 72.49Min: 70.87 / Avg: 71.89 / Max: 72.47

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.1Model: NLP Text Classification, DistilBERT mnli - Scenario: Synchronous Single-StreamLinux 5.10.130Linux 5.15.83Linux 6.148121620SE +/- 0.12, N = 3SE +/- 0.06, N = 3SE +/- 0.10, N = 313.5813.8713.90
OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.1Model: NLP Text Classification, DistilBERT mnli - Scenario: Synchronous Single-StreamLinux 5.10.130Linux 5.15.83Linux 6.148121620Min: 13.36 / Avg: 13.58 / Max: 13.77Min: 13.78 / Avg: 13.87 / Max: 13.99Min: 13.79 / Avg: 13.9 / Max: 14.1

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.1Model: NLP Text Classification, BERT base uncased SST2 - Scenario: Asynchronous Multi-StreamLinux 5.10.130Linux 5.15.83Linux 6.11224364860SE +/- 0.12, N = 3SE +/- 0.27, N = 3SE +/- 0.16, N = 355.5454.4354.27