AMD EPYC 7F52

AMD EPYC 7F52 16-Core testing with a Supermicro H11DSi-NT v2.00 (2.1 BIOS) and llvmpipe on Ubuntu 20.04 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 2012307-HA-AMDEPYC7F13
Jump To Table - Results

View

Do Not Show Noisy Results
Do Not Show Results With Incomplete Data
Do Not Show Results With Little Change/Spread
List Notable Results

Limit displaying results to tests within:

Audio Encoding 6 Tests
AV1 4 Tests
Bioinformatics 2 Tests
BLAS (Basic Linear Algebra Sub-Routine) Tests 2 Tests
C++ Boost Tests 2 Tests
Chess Test Suite 3 Tests
Timed Code Compilation 7 Tests
C/C++ Compiler Tests 31 Tests
Compression Tests 4 Tests
CPU Massive 38 Tests
Creator Workloads 37 Tests
Cryptography 3 Tests
Database Test Suite 5 Tests
Encoding 15 Tests
Fortran Tests 4 Tests
Game Development 4 Tests
HPC - High Performance Computing 25 Tests
Imaging 5 Tests
Common Kernel Benchmarks 5 Tests
Machine Learning 15 Tests
Molecular Dynamics 3 Tests
MPI Benchmarks 4 Tests
Multi-Core 39 Tests
NVIDIA GPU Compute 8 Tests
Intel oneAPI 5 Tests
OpenCV Tests 2 Tests
OpenMPI Tests 5 Tests
Productivity 3 Tests
Programmer / Developer System Benchmarks 12 Tests
Python 4 Tests
Raytracing 2 Tests
Renderers 6 Tests
Scientific Computing 9 Tests
Server 9 Tests
Server CPU Tests 20 Tests
Single-Threaded 11 Tests
Speech 3 Tests
Telephony 3 Tests
Video Encoding 9 Tests
Common Workstation Benchmarks 3 Tests

Statistics

Show Overall Harmonic Mean(s)
Show Overall Geometric Mean
Show Geometric Means Per-Suite/Category
Show Wins / Losses Counts (Pie Chart)
Normalize Results
Remove Outliers Before Calculating Averages

Graph Settings

Force Line Graphs Where Applicable
Convert To Scalar Where Applicable
Prefer Vertical Bar Graphs

Multi-Way Comparison

Condense Multi-Option Tests Into Single Result Graphs

Table

Show Detailed System Result Table

Run Management

Highlight
Result
Hide
Result
Result
Identifier
View Logs
Performance Per
Dollar
Date
Run
  Test
  Duration
Linux 5.10.3
December 28 2020
  1 Day, 3 Hours, 47 Minutes
Linux 5.11-rc1
December 29 2020
  1 Day, 2 Hours, 50 Minutes
Invert Hiding All Results Option
  1 Day, 3 Hours, 19 Minutes
Only show results matching title/arguments (delimit multiple options with a comma):
Do not show results matching title/arguments (delimit multiple options with a comma):


AMD EPYC 7F52OpenBenchmarking.orgPhoronix Test SuiteAMD EPYC 7F52 16-Core @ 3.50GHz (16 Cores / 32 Threads)Supermicro H11DSi-NT v2.00 (2.1 BIOS)AMD Starship/Matisse64GB280GB INTEL SSDPE21D280GAllvmpipeVE2282 x Intel 10G X550TUbuntu 20.045.10.3-051003-generic (x86_64)5.11.0-rc1-phx (x86_64) 20201228GNOME Shell 3.36.1X Server 1.20.8modesetting 1.20.83.3 Mesa 20.0.4 (LLVM 9.0.1 128 bits)GCC 9.3.0ext41920x1080ProcessorMotherboardChipsetMemoryDiskGraphicsMonitorNetworkOSKernelsDesktopDisplay ServerDisplay DriverOpenGLCompilerFile-SystemScreen ResolutionAMD EPYC 7F52 BenchmarksSystem Logs- --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v - Scaling Governor: acpi-cpufreq ondemand (Boost: Enabled) - CPU Microcode: 0x8301034 - OpenJDK Runtime Environment (build 11.0.7+10-post-Ubuntu-3ubuntu1)- Python 2.7.18rc1 + Python 3.8.2- itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Full AMD retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + srbds: Not affected + tsx_async_abort: Not affected

Linux 5.10.3 vs. Linux 5.11-rc1 ComparisonPhoronix Test SuiteBaseline+16.4%+16.4%+32.8%+32.8%+49.2%+49.2%30.5%28.9%16.8%15.1%15.1%15.1%13.5%13.5%12.1%12%10.4%10.4%9.2%5.8%5%4.4%3.8%3.6%3.6%3.5%3.3%3.3%3.1%3%2.9%2.9%2.8%2.6%2.5%2.5%2.3%2.2%2%2%Rotate65.5%Bosphorus 1080p - Ultra FastSENDFILES.V.M.PBosphorus 1080p - Very FastP3B1P.D.S1 - 50 - Read Write - Average Latency1 - 50 - Read Write1 - 250 - Read Write - Average Latency1 - 250 - Read Write1 - 100 - Read Write - Average Latency1 - 100 - Read WriteD.B.s - f32 - CPU9.5%Bosphorus 4K - Ultra FastIP Shapes 3D - u8s8f32 - CPUD.B.s - f32 - CPU5%P.S.O - Bosphorus 1080pR.N.N.I - u8s8f32 - CPU4.6%VMAF Optimized - Bosphorus 1080pR.N.N.I - bf16bf16bf16 - CPU3.8%D.T.SR.N.N.T - bf16bf16bf16 - CPU3.6%MEMFD3.6%M.S.A - LSU RNAForkingCPU - alexnetR.N.N.T - f32 - CPU3.5%CPU - squeezenet_ssd3.5%V.Q.O - Bosphorus 1080pDevice AI ScoreDLSC3.2%P1B2python_startupD.I.S1 - 1 - Read Only - Average LatencyC.B.S.A - f32 - CPUBosphorus 1080p - MediumNo - Inference - ResNet 50 - CPUSETR.N.N.I - f32 - CPU2.5%R.N.N.T - u8s8f32 - CPU2.4%P.P.A.S.T2.4%LPUSH2.3%BMW27 - CPU-Only2.3%2.3%M.M.B.S.T - u8s8f32 - CPU2.3%LPOP2.3%Bosphorus 1080p - SlowWindowed GaussianSummer Nature 4KGraphicsMagickKvazaarStress-NGStress-NGKvazaarECP-CANDLETimed HMMer SearchPostgreSQL pgbenchPostgreSQL pgbenchPostgreSQL pgbenchPostgreSQL pgbenchPostgreSQL pgbenchPostgreSQL pgbenchoneDNNKvazaaroneDNNoneDNNSVT-VP9oneDNNSVT-VP9oneDNNAI Benchmark AlphaoneDNNStress-NGTimed MAFFT AlignmentStress-NGNCNNoneDNNNCNNSVT-VP9AI Benchmark AlphaLuxCoreRenderECP-CANDLEPyPerformanceAI Benchmark AlphaPostgreSQL pgbenchoneDNNKvazaarPlaidMLRedisoneDNNoneDNNHuginRedisBlenderNode.js V8 Web Tooling BenchmarkoneDNNRedisKvazaarNumenta Anomaly BenchmarkGNU Octave Benchmarkdav1dLinux 5.10.3Linux 5.11-rc1

AMD EPYC 7F52plaidml: No - Inference - NASNer Large - CPUpolyhedron: tfft2openvkl: vklBenchmarkUnstructuredVolumenumenta-nab: EXPoSEplaidml: No - Inference - DenseNet 201 - CPUlammps: 20k Atomsplaidml: No - Inference - ResNet 50 - CPUmnn: inception-v3mnn: mobilenet-v1-1.0mnn: MobileNetV2_224mnn: resnet-v2-50mnn: SqueezeNetV1.0brl-cad: VGR Performance Metricbuild-clash: Time To Compilepolyhedron: gas_dyn2opm: Flow MPI Norne - 1ai-benchmark: Device AI Scoreai-benchmark: Device Training Scoreai-benchmark: Device Inference Scorecaffe: GoogleNet - CPU - 200blender: Barbershop - CPU-Onlyopm: Flow MPI Norne - 16openvkl: vklBenchmarkpolyhedron: test_fpu2wireguard: ecp-candle: P3B2blender: Pabellon Barcelona - CPU-Onlydaphne: OpenMP - Points2Imagepolyhedron: channel2numpy: hint: FLOATtachyon: Total Timeblender: Classroom - CPU-Onlyplaidml: No - Inference - Inception V3 - CPUncnn: CPU - regnety_400mncnn: CPU - squeezenet_ssdncnn: CPU - yolov4-tinyncnn: CPU - resnet50ncnn: CPU - alexnetncnn: CPU - resnet18ncnn: CPU - vgg16ncnn: CPU - googlenetncnn: CPU - blazefacencnn: CPU - efficientnet-b0ncnn: CPU - mnasnetncnn: CPU - shufflenet-v2ncnn: CPU-v3-v3 - mobilenet-v3ncnn: CPU-v2-v2 - mobilenet-v2ncnn: CPU - mobilenetopm: Flow MPI Norne - 2opm: Flow MPI Norne - 8ecp-candle: P3B1polyhedron: mp_prop_designmocassin: Dust 2D tau100.0caffe: GoogleNet - CPU - 100graphics-magick: Rotateplaidml: No - Inference - VGG19 - CPUpolyhedron: fatigue2svt-av1: Enc Mode 0 - 1080popm: Flow MPI Norne - 4plaidml: No - Inference - VGG16 - CPUasmfish: 1024 Hash Memory, 26 Depthhugin: Panorama Photo Assistant + Stitching Timeplaidml: No - Inference - Mobilenet - CPUcaffe: AlexNet - CPU - 200byte: Dhrystone 2stress-ng: CPU Cacheyafaray: Total Time For Sample Scenedav1d: Chimera 1080p 10-bithmmer: Pfam Database Searchgpaw: Carbon Nanotubeastcenc: Exhaustiveblender: Fishy Cat - CPU-Onlyonednn: Deconvolution Batch shapes_1d - f32 - CPUbuild-gdb: Time To Compilepolyhedron: capacitanode-web-tooling: numenta-nab: Earthgecko Skylineinfluxdb: 4 - 10000 - 2,5000,1 - 10000mlpack: scikit_qdavpxenc: Speed 0blender: BMW27 - CPU-Onlybuild-eigen: Time To Compilepyperformance: raytracepolyhedron: induct2gromacs: Water Benchmarkonednn: Recurrent Neural Network Training - u8s8f32 - CPUonednn: Recurrent Neural Network Training - f32 - CPUonednn: Recurrent Neural Network Training - bf16bf16bf16 - CPUtensorflow-lite: Inception V4influxdb: 64 - 10000 - 2,5000,1 - 10000pgbench: 1 - 250 - Read Write - Average Latencypgbench: 1 - 250 - Read Writepgbench: 1 - 50 - Read Only - Average Latencypgbench: 1 - 50 - Read Onlyonednn: Recurrent Neural Network Inference - f32 - CPUbuild2: Time To Compileonednn: Recurrent Neural Network Inference - bf16bf16bf16 - CPUonednn: Recurrent Neural Network Inference - u8s8f32 - CPUpyperformance: python_startupsimdjson: Kostyacaffe: AlexNet - CPU - 100keydb: tensorflow-lite: Inception ResNet V2openvino: Person Detection 0106 FP16 - CPUopenvino: Person Detection 0106 FP16 - CPUopenvino: Face Detection 0106 FP16 - CPUopenvino: Face Detection 0106 FP16 - CPUsqlite-speedtest: Timed Time - Size 1,000openvino: Face Detection 0106 FP32 - CPUopenvino: Face Detection 0106 FP32 - CPUopenvino: Person Detection 0106 FP32 - CPUopenvino: Person Detection 0106 FP32 - CPUopenvkl: vklBenchmarkVdbVolumev-ray: CPUpolyhedron: rnflowluxcorerender: Rainbow Colors and Prismindigobench: CPU - Bedroomindigobench: CPU - Supercarluxcorerender: DLSCtensorflow-lite: SqueezeNettensorflow-lite: NASNet Mobiletensorflow-lite: Mobilenet Floattensorflow-lite: Mobilenet Quantpyperformance: 2to3openvino: Age Gender Recognition Retail 0013 FP16 - CPUopenvino: Age Gender Recognition Retail 0013 FP16 - CPUopenvino: Age Gender Recognition Retail 0013 FP32 - CPUopenvino: Age Gender Recognition Retail 0013 FP32 - CPUjohn-the-ripper: MD5graphics-magick: Sharpengraphics-magick: Noise-Gaussiangraphics-magick: Enhancedgraphics-magick: Resizinggraphics-magick: Swirlgraphics-magick: HWB Color Spacekvazaar: Bosphorus 4K - Slowmlpack: scikit_linearridgeregressioncompress-lz4: 9 - Decompression Speedcompress-lz4: 9 - Compression Speedcompress-lz4: 3 - Decompression Speedcompress-lz4: 3 - Compression Speedkvazaar: Bosphorus 4K - Mediumopenvkl: vklBenchmarkStructuredVolumesimdjson: LargeRandmlpack: scikit_icanamd: ATPase Simulation - 327,506 Atomsrav1e: 5rav1e: 1simdjson: PartialTweetssimdjson: DistinctUserIDdeepspeech: CPUbuild-linux-kernel: Time To Compilepolyhedron: proteinpyperformance: gocompress-zstd: 19embree: Pathtracer ISPC - Asian Dragon Objstockfish: Total Timeclomp: Static OMP Speedupembree: Pathtracer - Asian Dragon Objsunflow: Global Illumination + Image Synthesisespeak: Text-To-Speech Synthesisrav1e: 6pyperformance: django_templatewebp: Quality 100, Lossless, Highest Compressionplaidml: No - Inference - IMDB LSTM - CPUpyperformance: regex_compilecompress-7zip: Compress Speed Testbuild-ffmpeg: Time To Compileaom-av1: Speed 0 Two-Passembree: Pathtracer ISPC - Crownredis: SETredis: GETphpbench: PHP Benchmark Suitelibraw: Post-Processing Benchmarkaom-av1: Speed 6 Realtimeembree: Pathtracer - Crowncompress-lz4: 1 - Decompression Speedcompress-lz4: 1 - Compression Speedstress-ng: CPU Stressjohn-the-ripper: Blowfishaircrack-ng: stress-ng: NUMAstress-ng: System V Message Passingstress-ng: Mallocstress-ng: SENDFILEstress-ng: Cryptostress-ng: Matrix Mathstress-ng: MEMFDstress-ng: Glibc Qsort Data Sortingstress-ng: Context Switchingstress-ng: Glibc C String Functionsstress-ng: Socket Activitystress-ng: Memory Copyingstress-ng: Vector Mathstress-ng: Semaphoresstress-ng: Forkingstress-ng: Atomicstress-ng: MMAPpyperformance: pathlibcompress-zstd: 3embree: Pathtracer ISPC - Asian Dragonaom-av1: Speed 6 Two-Passembree: Pathtracer - Asian Dragonpolyhedron: aermodpyperformance: pickle_pure_pythonx265: Bosphorus 4Krav1e: 10numenta-nab: Bayesian Changepointdaphne: OpenMP - NDT Mappingunpack-firefox: firefox-84.0.source.tar.xzmlpack: scikit_svmvpxenc: Speed 5crafty: Elapsed Timepgbench: 1 - 100 - Read Write - Average Latencypgbench: 1 - 100 - Read Writepgbench: 1 - 50 - Read Write - Average Latencypgbench: 1 - 50 - Read Writepgbench: 1 - 250 - Read Only - Average Latencypgbench: 1 - 250 - Read Onlypgbench: 1 - 100 - Read Only - Average Latencypgbench: 1 - 100 - Read Onlypgbench: 1 - 1 - Read Only - Average Latencypgbench: 1 - 1 - Read Onlypgbench: 1 - 1 - Read Write - Average Latencypgbench: 1 - 1 - Read Writepolyhedron: doducrsvg: SVG Files To PNGpyperformance: json_loadskvazaar: Bosphorus 4K - Very Fastpyperformance: chaosencode-wavpack: WAV To WavPackpyperformance: floatbuild-apache: Time To Compileonednn: IP Shapes 1D - f32 - CPUcoremark: CoreMark Size 666 - Iterations Per Secondpyperformance: nbodypolyhedron: acpyperformance: crypto_pyaescompress-xz: Compressing ubuntu-16.04.3-server-i386.img, Compression Level 9polyhedron: linpkonednn: Deconvolution Batch shapes_1d - u8s8f32 - CPUencode-ape: WAV To APEaom-av1: Speed 4 Two-Passencode-ogg: WAV To Oggbuild-mplayer: Time To Compiledaphne: OpenMP - Euclidean Clusterrnnoise: openssl: RSA 4096-bit Performanceocrmypdf: Processing 60 Page PDF Documentdav1d: Chimera 1080ptnn: CPU - MobileNet v2astcenc: Thoroughtnn: CPU - SqueezeNet v1.1aom-av1: Speed 8 Realtimewebp: Quality 100, Losslesskvazaar: Bosphorus 1080p - Slowsvt-av1: Enc Mode 4 - 1080predis: LPUSHkvazaar: Bosphorus 1080p - Mediumdav1d: Summer Nature 4Kpolyhedron: mdbxonednn: IP Shapes 1D - u8s8f32 - CPUnumenta-nab: Relative Entropyencode-flac: WAV To FLACoidn: Memorialkvazaar: Bosphorus 4K - Ultra Fastencode-opus: WAV To Opus Encoderedis: SADDecp-candle: P1B2octave-benchmark: onednn: Matrix Multiply Batch Shapes Transformer - f32 - CPUonednn: Matrix Multiply Batch Shapes Transformer - u8s8f32 - CPUlibreoffice: 20 Documents To PDFpolyhedron: airredis: LPOPlammps: Rhodopsin Proteinonednn: Deconvolution Batch shapes_3d - f32 - CPUx265: Bosphorus 1080psvt-av1: Enc Mode 8 - 1080ponednn: IP Shapes 3D - u8s8f32 - CPUonednn: IP Shapes 3D - f32 - CPUmafft: Multiple Sequence Alignment - LSU RNAencode-mp3: WAV To MP3webp: Quality 100, Highest Compressionkvazaar: Bosphorus 1080p - Very Fastnumenta-nab: Windowed Gaussianastcenc: Mediumdav1d: Summer Nature 1080ponednn: Convolution Batch Shapes Auto - u8s8f32 - CPUonednn: Convolution Batch Shapes Auto - f32 - CPUastcenc: Fastkvazaar: Bosphorus 1080p - Ultra Fastx264: H.264 Video Encodingsvt-vp9: Visual Quality Optimized - Bosphorus 1080ponednn: Deconvolution Batch shapes_3d - u8s8f32 - CPUsvt-vp9: VMAF Optimized - Bosphorus 1080pwebp: Quality 100svt-vp9: PSNR/SSIM Optimized - Bosphorus 1080pffte: N=256, 3D Complex FFT Routinewebp: DefaultLinux 5.10.3Linux 5.11-rc11.0457.631817665.4721346778.1593.2112.2555.9632.9646.5516.12633.96010.291242323450.37644.26364.936320714341773362841355.80348.105218.9431.32301.897896.053266.7021297.66027059142.3368.45347380647.3623548.1285239.2210.1744.7921.0625.8420.947.0110.7130.0217.703.6711.147.608.977.738.4419.55212.313208.913662.32259.3919218100861420.6952.210.116166.54024.894644165350.67914.5114403941240132.344.52130.908111.44127.228114.132108.81108.333.2567396.97917.569.3576.7531198820.329.967.282.8984.47947623.812.3742211.732220.502192.8214990171419536.4113.78122010.1005010471169.5775.8021162.781148.938.690.5372605424609.6013462432590.333.071988.904.0167.1381989.914.012605.513.0316277364.2424242711016.593.503.5777.7313.2710651012661968630.970037.43260.789966.930.789953.0717286672354283741591895125310.101.7210851.652.8110815.353.4810.3172087200.3153150.3953.501.148011.0940.3700.610.6268.1666845.26913.8425374.719.59053638381650.120.42460.81831.0511.46147.536.275666.7917310820934.1290.3018.62391323358.981630009.8162544138.5619.4019.529711490.610009.496266.842639756766.004416.608395010.73332331122.53280154.744555.4376518.79712.74268.948245888.971143670.0010348.916274.43142907.672278162.6544312.12510793.92248.1717.58027.820.89183.7521.06016.1647021.223.19227.804969.3820.48323.0223.40763324730.337330012.04841510.4675364120.1985071610.036278960.26437827.2625.07924.724.5611213.74211622.6842.40810694463.1008941136.5111021.2333.185.5275812.5012.4120.69220.4281085.3620.1014579.819.548581.26275.50613.79264.35733.9817.57435.355.3881174489.5636.27227.344.721.5222014.4788.61014.2241.277.9781503178.0037.7237.4920.9370891.821577.2081.771228236.4111.5234.7370662.2739.0071.335933.142019.0337.9397.71671.057.4466.91541.836.228774.786915.35110.36163.65212.072.97264255.722.491264.01100233.0552615971.6181.0657.521816938.5699264772.5633.2412.2966.1132.6006.5666.08133.81710.299238546446.10144.64365.262331314881825363268356.08348.282218.6731.33298.416884.925267.6621706.05970582442.3367.90347513598.6312548.3821238.9010.2644.3421.7925.7420.966.7710.6229.8917.593.6611.137.599.017.708.5119.21212.605208.999575.32959.419218211037120.8052.220.117166.88125.014632345851.88114.5814332140783248.845.17130.119111.57110.540114.598109.15108.473.5646995.98617.729.1477.7781202969.730.177.1484.8384.02847523.792.3692264.332299.122272.3015034471418167.0101.53924650.1014922181198.4575.3431207.351201.718.440.5371369427859.4213517032599.823.031995.33467.6991993.964.002603.283.0316244451.8939392717016.573.493.5727.6993.1710662712627968933.870599.73250.789945.820.789951.8317240002354273741600898125110.161.7110782.652.2810838.953.1210.3571296986.5405410.3953.381.142161.0960.3710.620.6267.6642145.69513.8425375.019.52673684831150.720.39280.82830.8001.46347.836.311672.5717310864633.9610.3018.56241356415.921627526.2962442738.8019.5519.365411447.99928.606264.332639756548.092413.119804331.03331623770.64361146.814543.9176487.80687.86268.698373580.941139389.9310195.336302.55142208.712279744.2345888.45511330.73244.0817.47935.721.06623.7521.26066.1347221.323.20027.809976.7720.56423.1323.23763238427.469364410.61347120.4665368340.1965107140.035281280.26338057.2625.09524.824.9011413.74311722.6092.39683694731.5939951136.5111021.4793.145.5671612.5132.4120.59820.4231084.9620.1184551.919.485585.59274.58713.81263.00133.9717.49036.155.3971147579.0437.22231.824.721.5284714.5358.59714.2645.077.9841524665.8236.5827.3460.9461561.863297.1821.781201052.7911.7104.9748262.2939.1251.263103.087768.7187.9437.71681.817.2886.91545.896.129114.658235.35144.04164.36219.093.01951266.872.489277.22100019.966279611.618OpenBenchmarking.org

PlaidML

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

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: NASNer Large - Device: CPULinux 5.10.3Linux 5.11-rc10.23850.4770.71550.9541.1925SE +/- 0.00, N = 3SE +/- 0.00, N = 31.041.06
OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: NASNer Large - Device: CPULinux 5.10.3Linux 5.11-rc1246810Min: 1.04 / Avg: 1.04 / Max: 1.04Min: 1.05 / Avg: 1.06 / Max: 1.06

Polyhedron Fortran Benchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPolyhedron Fortran BenchmarksBenchmark: tfft2Linux 5.10.3Linux 5.11-rc1132639526557.6357.52

OpenVKL

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

OpenBenchmarking.orgItems / Sec, More Is BetterOpenVKL 0.9Benchmark: vklBenchmarkUnstructuredVolumeLinux 5.10.3Linux 5.11-rc1400K800K1200K1600K2000KSE +/- 1848.12, N = 3SE +/- 718.80, N = 31817665.471816938.57MIN: 19297 / MAX: 6122055MIN: 19075 / MAX: 6100114
OpenBenchmarking.orgItems / Sec, More Is BetterOpenVKL 0.9Benchmark: vklBenchmarkUnstructuredVolumeLinux 5.10.3Linux 5.11-rc1300K600K900K1200K1500KMin: 1814049.49 / Avg: 1817665.47 / Max: 1820136.9Min: 1815565.69 / Avg: 1816938.57 / Max: 1817994.36

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 timeseries 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: EXPoSELinux 5.10.3Linux 5.11-rc12004006008001000SE +/- 0.49, N = 3SE +/- 1.79, N = 3778.16772.56
OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: EXPoSELinux 5.10.3Linux 5.11-rc1140280420560700Min: 777.34 / Avg: 778.16 / Max: 779.04Min: 770.02 / Avg: 772.56 / Max: 776.01

PlaidML

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

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: DenseNet 201 - Device: CPULinux 5.10.3Linux 5.11-rc10.7291.4582.1872.9163.645SE +/- 0.01, N = 3SE +/- 0.01, N = 33.213.24
OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: DenseNet 201 - Device: CPULinux 5.10.3Linux 5.11-rc1246810Min: 3.2 / Avg: 3.21 / Max: 3.22Min: 3.22 / Avg: 3.24 / Max: 3.25

LAMMPS Molecular Dynamics Simulator

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

OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 29Oct2020Model: 20k AtomsLinux 5.10.3Linux 5.11-rc13691215SE +/- 0.01, N = 3SE +/- 0.01, N = 312.2612.301. (CXX) g++ options: -O3 -pthread -lm
OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 29Oct2020Model: 20k AtomsLinux 5.10.3Linux 5.11-rc148121620Min: 12.24 / Avg: 12.26 / Max: 12.28Min: 12.28 / Avg: 12.3 / Max: 12.321. (CXX) g++ options: -O3 -pthread -lm

PlaidML

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

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: ResNet 50 - Device: CPULinux 5.10.3Linux 5.11-rc1246810SE +/- 0.08, N = 3SE +/- 0.08, N = 45.966.11
OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: ResNet 50 - Device: CPULinux 5.10.3Linux 5.11-rc1246810Min: 5.86 / Avg: 5.96 / Max: 6.12Min: 5.89 / Avg: 6.11 / Max: 6.23

Mobile Neural Network

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

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2020-09-17Model: inception-v3Linux 5.10.3Linux 5.11-rc1816243240SE +/- 0.18, N = 15SE +/- 0.03, N = 1532.9632.60MIN: 31.71 / MAX: 49.44MIN: 31.69 / MAX: 54.521. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2020-09-17Model: inception-v3Linux 5.10.3Linux 5.11-rc1714212835Min: 32.35 / Avg: 32.96 / Max: 35.17Min: 32.24 / Avg: 32.6 / Max: 32.811. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2020-09-17Model: mobilenet-v1-1.0Linux 5.10.3Linux 5.11-rc1246810SE +/- 0.007, N = 15SE +/- 0.009, N = 156.5516.566MIN: 6.45 / MAX: 22.13MIN: 6.46 / MAX: 22.331. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2020-09-17Model: mobilenet-v1-1.0Linux 5.10.3Linux 5.11-rc13691215Min: 6.5 / Avg: 6.55 / Max: 6.59Min: 6.51 / Avg: 6.57 / Max: 6.631. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2020-09-17Model: MobileNetV2_224Linux 5.10.3Linux 5.11-rc1246810SE +/- 0.012, N = 15SE +/- 0.007, N = 156.1266.081MIN: 5.97 / MAX: 20.61MIN: 5.96 / MAX: 21.551. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2020-09-17Model: MobileNetV2_224Linux 5.10.3Linux 5.11-rc1246810Min: 6.07 / Avg: 6.13 / Max: 6.21Min: 6.03 / Avg: 6.08 / Max: 6.131. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2020-09-17Model: resnet-v2-50Linux 5.10.3Linux 5.11-rc1816243240SE +/- 0.04, N = 15SE +/- 0.07, N = 1533.9633.82MIN: 32.06 / MAX: 51.84MIN: 32.12 / MAX: 501. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2020-09-17Model: resnet-v2-50Linux 5.10.3Linux 5.11-rc1714212835Min: 33.53 / Avg: 33.96 / Max: 34.23Min: 33.04 / Avg: 33.82 / Max: 34.231. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2020-09-17Model: SqueezeNetV1.0Linux 5.10.3Linux 5.11-rc13691215SE +/- 0.11, N = 15SE +/- 0.13, N = 1510.2910.30MIN: 9.72 / MAX: 23.37MIN: 9.59 / MAX: 24.491. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2020-09-17Model: SqueezeNetV1.0Linux 5.10.3Linux 5.11-rc13691215Min: 9.79 / Avg: 10.29 / Max: 11.14Min: 9.73 / Avg: 10.3 / Max: 11.241. (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

BRL-CAD

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

OpenBenchmarking.orgVGR Performance Metric, More Is BetterBRL-CAD 7.30.8VGR Performance MetricLinux 5.10.3Linux 5.11-rc150K100K150K200K250K2423232385461. (CXX) g++ options: -std=c++11 -pipe -fno-strict-aliasing -fno-common -fexceptions -ftemplate-depth-128 -m64 -ggdb3 -O3 -fipa-pta -fstrength-reduce -finline-functions -flto -pedantic -rdynamic -lSM -lICE -lXi -lGLU -lGL -lGLdispatch -lX11 -lXext -lXrender -lpthread -ldl -luuid -lm

Timed Clash Compilation

Build the clash-lang Haskell to VHDL/Verilog/SystemVerilog compiler with GHC 8.10.1 Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Clash CompilationTime To CompileLinux 5.10.3Linux 5.11-rc1100200300400500SE +/- 1.29, N = 3SE +/- 0.22, N = 3450.38446.10
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Clash CompilationTime To CompileLinux 5.10.3Linux 5.11-rc180160240320400Min: 447.91 / Avg: 450.38 / Max: 452.27Min: 445.8 / Avg: 446.1 / Max: 446.54

Polyhedron Fortran Benchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPolyhedron Fortran BenchmarksBenchmark: gas_dyn2Linux 5.10.3Linux 5.11-rc1102030405044.2644.64

Open Porous Media

This is a test of Open Porous Media, a set of open-source tools concerning simulation of flow and transport of fluids in porous media. This test profile depends upon MPI/Flow already being installed on the system. Install instructions at https://opm-project.org/?page_id=36. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterOpen Porous MediaOPM Benchmark: Flow MPI Norne - Threads: 1Linux 5.10.3Linux 5.11-rc180160240320400SE +/- 0.73, N = 3SE +/- 1.74, N = 3364.94365.261. flow 2020.04
OpenBenchmarking.orgSeconds, Fewer Is BetterOpen Porous MediaOPM Benchmark: Flow MPI Norne - Threads: 1Linux 5.10.3Linux 5.11-rc170140210280350Min: 364.11 / Avg: 364.94 / Max: 366.39Min: 363.47 / Avg: 365.26 / Max: 368.751. flow 2020.04

AI Benchmark Alpha

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

OpenBenchmarking.orgScore, More Is BetterAI Benchmark Alpha 0.1.2Device AI ScoreLinux 5.10.3Linux 5.11-rc1700140021002800350032073313

OpenBenchmarking.orgScore, More Is BetterAI Benchmark Alpha 0.1.2Device Training ScoreLinux 5.10.3Linux 5.11-rc13006009001200150014341488

OpenBenchmarking.orgScore, More Is BetterAI Benchmark Alpha 0.1.2Device Inference ScoreLinux 5.10.3Linux 5.11-rc140080012001600200017731825

Caffe

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

OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2020-02-13Model: GoogleNet - Acceleration: CPU - Iterations: 200Linux 5.10.3Linux 5.11-rc180K160K240K320K400KSE +/- 312.30, N = 3SE +/- 277.05, N = 33628413632681. (CXX) g++ options: -fPIC -O3 -rdynamic -lglog -lgflags -lprotobuf -lpthread -lsz -lz -ldl -lm -llmdb -lopenblas
OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2020-02-13Model: GoogleNet - Acceleration: CPU - Iterations: 200Linux 5.10.3Linux 5.11-rc160K120K180K240K300KMin: 362407 / Avg: 362841 / Max: 363447Min: 362900 / Avg: 363268.33 / Max: 3638111. (CXX) g++ options: -fPIC -O3 -rdynamic -lglog -lgflags -lprotobuf -lpthread -lsz -lz -ldl -lm -llmdb -lopenblas

Blender

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

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: Barbershop - Compute: CPU-OnlyLinux 5.10.3Linux 5.11-rc180160240320400SE +/- 0.30, N = 3SE +/- 0.13, N = 3355.80356.08
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: Barbershop - Compute: CPU-OnlyLinux 5.10.3Linux 5.11-rc160120180240300Min: 355.43 / Avg: 355.8 / Max: 356.39Min: 355.88 / Avg: 356.08 / Max: 356.31

Open Porous Media

This is a test of Open Porous Media, a set of open-source tools concerning simulation of flow and transport of fluids in porous media. This test profile depends upon MPI/Flow already being installed on the system. Install instructions at https://opm-project.org/?page_id=36. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterOpen Porous MediaOPM Benchmark: Flow MPI Norne - Threads: 16Linux 5.10.3Linux 5.11-rc180160240320400SE +/- 0.13, N = 3SE +/- 0.10, N = 3348.11348.281. flow 2020.04
OpenBenchmarking.orgSeconds, Fewer Is BetterOpen Porous MediaOPM Benchmark: Flow MPI Norne - Threads: 16Linux 5.10.3Linux 5.11-rc160120180240300Min: 347.85 / Avg: 348.1 / Max: 348.24Min: 348.09 / Avg: 348.28 / Max: 348.41. flow 2020.04

OpenVKL

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

OpenBenchmarking.orgItems / Sec, More Is BetterOpenVKL 0.9Benchmark: vklBenchmarkLinux 5.10.3Linux 5.11-rc150100150200250SE +/- 0.38, N = 3SE +/- 0.26, N = 3218.94218.67MIN: 1 / MAX: 772MIN: 1 / MAX: 767
OpenBenchmarking.orgItems / Sec, More Is BetterOpenVKL 0.9Benchmark: vklBenchmarkLinux 5.10.3Linux 5.11-rc14080120160200Min: 218.22 / Avg: 218.94 / Max: 219.5Min: 218.28 / Avg: 218.67 / Max: 219.17

Polyhedron Fortran Benchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPolyhedron Fortran BenchmarksBenchmark: test_fpu2Linux 5.10.3Linux 5.11-rc171421283531.3231.33

WireGuard + Linux Networking Stack Stress Test

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

OpenBenchmarking.orgSeconds, Fewer Is BetterWireGuard + Linux Networking Stack Stress TestLinux 5.10.3Linux 5.11-rc170140210280350SE +/- 1.23, N = 3SE +/- 0.39, N = 3301.90298.42
OpenBenchmarking.orgSeconds, Fewer Is BetterWireGuard + Linux Networking Stack Stress TestLinux 5.10.3Linux 5.11-rc150100150200250Min: 300.62 / Avg: 301.9 / Max: 304.36Min: 297.64 / Avg: 298.42 / Max: 298.81

ECP-CANDLE

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

OpenBenchmarking.orgSeconds, Fewer Is BetterECP-CANDLE 0.3Benchmark: P3B2Linux 5.10.3Linux 5.11-rc12004006008001000896.05884.93

Blender

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

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: Pabellon Barcelona - Compute: CPU-OnlyLinux 5.10.3Linux 5.11-rc160120180240300SE +/- 0.33, N = 3SE +/- 0.57, N = 3266.70267.66
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: Pabellon Barcelona - Compute: CPU-OnlyLinux 5.10.3Linux 5.11-rc150100150200250Min: 266.1 / Avg: 266.7 / Max: 267.25Min: 266.65 / Avg: 267.66 / Max: 268.61

Darmstadt Automotive Parallel Heterogeneous Suite

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

OpenBenchmarking.orgTest Cases Per Minute, More Is BetterDarmstadt Automotive Parallel Heterogeneous SuiteBackend: OpenMP - Kernel: Points2ImageLinux 5.10.3Linux 5.11-rc15K10K15K20K25KSE +/- 123.09, N = 3SE +/- 144.43, N = 1421297.6621706.061. (CXX) g++ options: -O3 -std=c++11 -fopenmp
OpenBenchmarking.orgTest Cases Per Minute, More Is BetterDarmstadt Automotive Parallel Heterogeneous SuiteBackend: OpenMP - Kernel: Points2ImageLinux 5.10.3Linux 5.11-rc14K8K12K16K20KMin: 21056.25 / Avg: 21297.66 / Max: 21460.15Min: 21030.05 / Avg: 21706.06 / Max: 22843.921. (CXX) g++ options: -O3 -std=c++11 -fopenmp

Polyhedron Fortran Benchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPolyhedron Fortran BenchmarksBenchmark: channel2Linux 5.10.3Linux 5.11-rc1102030405042.342.3

Numpy Benchmark

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

OpenBenchmarking.orgScore, More Is BetterNumpy BenchmarkLinux 5.10.3Linux 5.11-rc180160240320400SE +/- 0.27, N = 3SE +/- 0.19, N = 3368.45367.90
OpenBenchmarking.orgScore, More Is BetterNumpy BenchmarkLinux 5.10.3Linux 5.11-rc170140210280350Min: 368.11 / Avg: 368.45 / Max: 368.99Min: 367.54 / Avg: 367.9 / Max: 368.21

Hierarchical INTegration

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

OpenBenchmarking.orgQUIPs, More Is BetterHierarchical INTegration 1.0Test: FLOATLinux 5.10.3Linux 5.11-rc170M140M210M280M350MSE +/- 37054.68, N = 3SE +/- 199398.84, N = 3347380647.36347513598.631. (CC) gcc options: -O3 -march=native -lm
OpenBenchmarking.orgQUIPs, More Is BetterHierarchical INTegration 1.0Test: FLOATLinux 5.10.3Linux 5.11-rc160M120M180M240M300MMin: 347320726.74 / Avg: 347380647.36 / Max: 347448373.9Min: 347222096.08 / Avg: 347513598.63 / Max: 347895039.081. (CC) gcc options: -O3 -march=native -lm

Tachyon

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

OpenBenchmarking.orgSeconds, Fewer Is BetterTachyon 0.99b6Total TimeLinux 5.10.3Linux 5.11-rc11122334455SE +/- 0.39, N = 15SE +/- 0.31, N = 1548.1348.381. (CC) gcc options: -m64 -O3 -fomit-frame-pointer -ffast-math -ltachyon -lm -lpthread
OpenBenchmarking.orgSeconds, Fewer Is BetterTachyon 0.99b6Total TimeLinux 5.10.3Linux 5.11-rc11020304050Min: 46.86 / Avg: 48.13 / Max: 51.52Min: 46.97 / Avg: 48.38 / Max: 50.971. (CC) gcc options: -m64 -O3 -fomit-frame-pointer -ffast-math -ltachyon -lm -lpthread

Blender

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

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: Classroom - Compute: CPU-OnlyLinux 5.10.3Linux 5.11-rc150100150200250SE +/- 0.12, N = 3SE +/- 0.16, N = 3239.22238.90
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: Classroom - Compute: CPU-OnlyLinux 5.10.3Linux 5.11-rc14080120160200Min: 238.98 / Avg: 239.22 / Max: 239.34Min: 238.6 / Avg: 238.9 / Max: 239.15

PlaidML

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

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: Inception V3 - Device: CPULinux 5.10.3Linux 5.11-rc13691215SE +/- 0.04, N = 3SE +/- 0.08, N = 310.1710.26
OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: Inception V3 - Device: CPULinux 5.10.3Linux 5.11-rc13691215Min: 10.1 / Avg: 10.17 / Max: 10.22Min: 10.14 / Avg: 10.26 / Max: 10.41

NCNN

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

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: regnety_400mLinux 5.10.3Linux 5.11-rc11020304050SE +/- 0.14, N = 12SE +/- 0.30, N = 844.7944.34MIN: 43.38 / MAX: 124.54MIN: 42.24 / MAX: 98.841. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: regnety_400mLinux 5.10.3Linux 5.11-rc1918273645Min: 44.08 / Avg: 44.79 / Max: 45.72Min: 42.93 / Avg: 44.34 / Max: 45.841. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: squeezenet_ssdLinux 5.10.3Linux 5.11-rc1510152025SE +/- 0.23, N = 12SE +/- 0.03, N = 821.0621.79MIN: 19.62 / MAX: 77.67MIN: 21.38 / MAX: 23.281. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: squeezenet_ssdLinux 5.10.3Linux 5.11-rc1510152025Min: 20.14 / Avg: 21.06 / Max: 21.92Min: 21.65 / Avg: 21.79 / Max: 21.931. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: yolov4-tinyLinux 5.10.3Linux 5.11-rc1612182430SE +/- 0.21, N = 12SE +/- 0.13, N = 825.8425.74MIN: 24.84 / MAX: 30.66MIN: 25.12 / MAX: 38.511. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: yolov4-tinyLinux 5.10.3Linux 5.11-rc1612182430Min: 25.2 / Avg: 25.84 / Max: 27.61Min: 25.45 / Avg: 25.74 / Max: 26.651. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: resnet50Linux 5.10.3Linux 5.11-rc1510152025SE +/- 0.04, N = 12SE +/- 0.04, N = 820.9420.96MIN: 20.35 / MAX: 23.55MIN: 20.49 / MAX: 25.31. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: resnet50Linux 5.10.3Linux 5.11-rc1510152025Min: 20.67 / Avg: 20.94 / Max: 21.05Min: 20.8 / Avg: 20.96 / Max: 21.141. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: alexnetLinux 5.10.3Linux 5.11-rc1246810SE +/- 0.09, N = 12SE +/- 0.08, N = 87.016.77MIN: 6.57 / MAX: 10.41MIN: 6.58 / MAX: 7.741. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: alexnetLinux 5.10.3Linux 5.11-rc13691215Min: 6.63 / Avg: 7.01 / Max: 7.33Min: 6.64 / Avg: 6.77 / Max: 7.321. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: resnet18Linux 5.10.3Linux 5.11-rc13691215SE +/- 0.04, N = 12SE +/- 0.02, N = 710.7110.62MIN: 10.34 / MAX: 64.22MIN: 10.31 / MAX: 12.351. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: resnet18Linux 5.10.3Linux 5.11-rc13691215Min: 10.58 / Avg: 10.71 / Max: 10.96Min: 10.57 / Avg: 10.62 / Max: 10.731. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: vgg16Linux 5.10.3Linux 5.11-rc1714212835SE +/- 0.04, N = 12SE +/- 0.04, N = 830.0229.89MIN: 29.27 / MAX: 43.79MIN: 29.25 / MAX: 43.391. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: vgg16Linux 5.10.3Linux 5.11-rc1714212835Min: 29.63 / Avg: 30.02 / Max: 30.13Min: 29.63 / Avg: 29.89 / Max: 30.011. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: googlenetLinux 5.10.3Linux 5.11-rc148121620SE +/- 0.14, N = 12SE +/- 0.05, N = 817.7017.59MIN: 17.12 / MAX: 260.94MIN: 17.09 / MAX: 55.751. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: googlenetLinux 5.10.3Linux 5.11-rc148121620Min: 17.37 / Avg: 17.7 / Max: 19.1Min: 17.39 / Avg: 17.59 / Max: 17.761. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: blazefaceLinux 5.10.3Linux 5.11-rc10.82581.65162.47743.30324.129SE +/- 0.02, N = 12SE +/- 0.01, N = 83.673.66MIN: 3.53 / MAX: 4.35MIN: 3.51 / MAX: 4.461. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: blazefaceLinux 5.10.3Linux 5.11-rc1246810Min: 3.61 / Avg: 3.67 / Max: 3.79Min: 3.62 / Avg: 3.66 / Max: 3.721. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: efficientnet-b0Linux 5.10.3Linux 5.11-rc13691215SE +/- 0.03, N = 12SE +/- 0.05, N = 811.1411.13MIN: 10.78 / MAX: 14.68MIN: 10.75 / MAX: 12.321. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: efficientnet-b0Linux 5.10.3Linux 5.11-rc13691215Min: 11.02 / Avg: 11.14 / Max: 11.32Min: 10.89 / Avg: 11.13 / Max: 11.341. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: mnasnetLinux 5.10.3Linux 5.11-rc1246810SE +/- 0.02, N = 12SE +/- 0.03, N = 87.607.59MIN: 7.34 / MAX: 8.93MIN: 7.28 / MAX: 9.751. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: mnasnetLinux 5.10.3Linux 5.11-rc13691215Min: 7.47 / Avg: 7.6 / Max: 7.79Min: 7.5 / Avg: 7.59 / Max: 7.731. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: shufflenet-v2Linux 5.10.3Linux 5.11-rc13691215SE +/- 0.02, N = 12SE +/- 0.04, N = 88.979.01MIN: 8.55 / MAX: 22.64MIN: 8.73 / MAX: 57.951. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: shufflenet-v2Linux 5.10.3Linux 5.11-rc13691215Min: 8.88 / Avg: 8.97 / Max: 9.12Min: 8.84 / Avg: 9.01 / Max: 9.241. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU-v3-v3 - Model: mobilenet-v3Linux 5.10.3Linux 5.11-rc1246810SE +/- 0.02, N = 12SE +/- 0.03, N = 87.737.70MIN: 7.28 / MAX: 11.83MIN: 7.35 / MAX: 22.341. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU-v3-v3 - Model: mobilenet-v3Linux 5.10.3Linux 5.11-rc13691215Min: 7.66 / Avg: 7.73 / Max: 7.88Min: 7.55 / Avg: 7.7 / Max: 7.881. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU-v2-v2 - Model: mobilenet-v2Linux 5.10.3Linux 5.11-rc1246810SE +/- 0.07, N = 12SE +/- 0.05, N = 88.448.51MIN: 6.92 / MAX: 12.58MIN: 7.95 / MAX: 49.711. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU-v2-v2 - Model: mobilenet-v2Linux 5.10.3Linux 5.11-rc13691215Min: 7.86 / Avg: 8.44 / Max: 8.72Min: 8.25 / Avg: 8.51 / Max: 8.661. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: mobilenetLinux 5.10.3Linux 5.11-rc1510152025SE +/- 0.27, N = 12SE +/- 0.17, N = 819.5519.21MIN: 17.94 / MAX: 34.33MIN: 17.9 / MAX: 21.921. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: mobilenetLinux 5.10.3Linux 5.11-rc1510152025Min: 18.44 / Avg: 19.55 / Max: 20.7Min: 18.78 / Avg: 19.21 / Max: 20.051. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Open Porous Media

This is a test of Open Porous Media, a set of open-source tools concerning simulation of flow and transport of fluids in porous media. This test profile depends upon MPI/Flow already being installed on the system. Install instructions at https://opm-project.org/?page_id=36. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterOpen Porous MediaOPM Benchmark: Flow MPI Norne - Threads: 2Linux 5.10.3Linux 5.11-rc150100150200250SE +/- 0.34, N = 3SE +/- 0.24, N = 3212.31212.611. flow 2020.04
OpenBenchmarking.orgSeconds, Fewer Is BetterOpen Porous MediaOPM Benchmark: Flow MPI Norne - Threads: 2Linux 5.10.3Linux 5.11-rc14080120160200Min: 211.66 / Avg: 212.31 / Max: 212.77Min: 212.15 / Avg: 212.61 / Max: 212.941. flow 2020.04

OpenBenchmarking.orgSeconds, Fewer Is BetterOpen Porous MediaOPM Benchmark: Flow MPI Norne - Threads: 8Linux 5.10.3Linux 5.11-rc150100150200250SE +/- 0.17, N = 3SE +/- 0.54, N = 3208.91209.001. flow 2020.04
OpenBenchmarking.orgSeconds, Fewer Is BetterOpen Porous MediaOPM Benchmark: Flow MPI Norne - Threads: 8Linux 5.10.3Linux 5.11-rc14080120160200Min: 208.62 / Avg: 208.91 / Max: 209.2Min: 208.45 / Avg: 209 / Max: 210.091. flow 2020.04

ECP-CANDLE

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

OpenBenchmarking.orgSeconds, Fewer Is BetterECP-CANDLE 0.3Benchmark: P3B1Linux 5.10.3Linux 5.11-rc1140280420560700662.32575.33

Polyhedron Fortran Benchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPolyhedron Fortran BenchmarksBenchmark: mp_prop_designLinux 5.10.3Linux 5.11-rc1132639526559.3959.40

Monte Carlo Simulations of Ionised Nebulae

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

OpenBenchmarking.orgSeconds, Fewer Is BetterMonte Carlo Simulations of Ionised Nebulae 2019-03-24Input: Dust 2D tau100.0Linux 5.10.3Linux 5.11-rc140801201602001921921. (F9X) gfortran options: -cpp -Jsource/ -ffree-line-length-0 -lm -std=legacy -O3 -O2 -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi

Caffe

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

OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2020-02-13Model: GoogleNet - Acceleration: CPU - Iterations: 100Linux 5.10.3Linux 5.11-rc140K80K120K160K200KSE +/- 172.36, N = 3SE +/- 82.56, N = 31810081821101. (CXX) g++ options: -fPIC -O3 -rdynamic -lglog -lgflags -lprotobuf -lpthread -lsz -lz -ldl -lm -llmdb -lopenblas
OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2020-02-13Model: GoogleNet - Acceleration: CPU - Iterations: 100Linux 5.10.3Linux 5.11-rc130K60K90K120K150KMin: 180707 / Avg: 181008 / Max: 181304Min: 181997 / Avg: 182110.33 / Max: 1822711. (CXX) g++ options: -fPIC -O3 -rdynamic -lglog -lgflags -lprotobuf -lpthread -lsz -lz -ldl -lm -llmdb -lopenblas

GraphicsMagick

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

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.33Operation: RotateLinux 5.10.3Linux 5.11-rc1130260390520650SE +/- 4.04, N = 3SE +/- 11.12, N = 156143711. (CC) gcc options: -fopenmp -O2 -pthread -ljbig -lwebp -lwebpmux -ltiff -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -llzma -lbz2 -lxml2 -lz -lm -lpthread
OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.33Operation: RotateLinux 5.10.3Linux 5.11-rc1110220330440550Min: 606 / Avg: 614 / Max: 619Min: 290 / Avg: 370.87 / Max: 4451. (CC) gcc options: -fopenmp -O2 -pthread -ljbig -lwebp -lwebpmux -ltiff -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -llzma -lbz2 -lxml2 -lz -lm -lpthread

PlaidML

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

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG19 - Device: CPULinux 5.10.3Linux 5.11-rc1510152025SE +/- 0.10, N = 3SE +/- 0.15, N = 320.6920.80
OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG19 - Device: CPULinux 5.10.3Linux 5.11-rc1510152025Min: 20.48 / Avg: 20.69 / Max: 20.8Min: 20.61 / Avg: 20.8 / Max: 21.1

Polyhedron Fortran Benchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPolyhedron Fortran BenchmarksBenchmark: fatigue2Linux 5.10.3Linux 5.11-rc1122436486052.2152.22

SVT-AV1

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

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8Encoder Mode: Enc Mode 0 - Input: 1080pLinux 5.10.3Linux 5.11-rc10.02630.05260.07890.10520.1315SE +/- 0.000, N = 3SE +/- 0.000, N = 30.1160.1171. (CXX) g++ options: -O3 -fcommon -fPIE -fPIC -pie
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8Encoder Mode: Enc Mode 0 - Input: 1080pLinux 5.10.3Linux 5.11-rc112345Min: 0.12 / Avg: 0.12 / Max: 0.12Min: 0.12 / Avg: 0.12 / Max: 0.121. (CXX) g++ options: -O3 -fcommon -fPIE -fPIC -pie

Open Porous Media

This is a test of Open Porous Media, a set of open-source tools concerning simulation of flow and transport of fluids in porous media. This test profile depends upon MPI/Flow already being installed on the system. Install instructions at https://opm-project.org/?page_id=36. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterOpen Porous MediaOPM Benchmark: Flow MPI Norne - Threads: 4Linux 5.10.3Linux 5.11-rc14080120160200SE +/- 0.30, N = 3SE +/- 0.48, N = 3166.54166.881. flow 2020.04
OpenBenchmarking.orgSeconds, Fewer Is BetterOpen Porous MediaOPM Benchmark: Flow MPI Norne - Threads: 4Linux 5.10.3Linux 5.11-rc1306090120150Min: 166.22 / Avg: 166.54 / Max: 167.14Min: 165.97 / Avg: 166.88 / Max: 167.581. flow 2020.04

PlaidML

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

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG16 - Device: CPULinux 5.10.3Linux 5.11-rc1612182430SE +/- 0.24, N = 3SE +/- 0.05, N = 324.8925.01
OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG16 - Device: CPULinux 5.10.3Linux 5.11-rc1612182430Min: 24.46 / Avg: 24.89 / Max: 25.29Min: 24.94 / Avg: 25.01 / Max: 25.1

asmFish

This is a test of asmFish, an advanced chess benchmark written in Assembly. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgNodes/second, More Is BetterasmFish 2018-07-231024 Hash Memory, 26 DepthLinux 5.10.3Linux 5.11-rc110M20M30M40M50MSE +/- 434223.37, N = 3SE +/- 266231.35, N = 34644165346323458
OpenBenchmarking.orgNodes/second, More Is BetterasmFish 2018-07-231024 Hash Memory, 26 DepthLinux 5.10.3Linux 5.11-rc18M16M24M32M40MMin: 45963345 / Avg: 46441653.33 / Max: 47308554Min: 45905528 / Avg: 46323457.67 / Max: 46818147

Hugin

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

OpenBenchmarking.orgSeconds, Fewer Is BetterHuginPanorama Photo Assistant + Stitching TimeLinux 5.10.3Linux 5.11-rc11224364860SE +/- 0.25, N = 3SE +/- 0.90, N = 1550.6851.88
OpenBenchmarking.orgSeconds, Fewer Is BetterHuginPanorama Photo Assistant + Stitching TimeLinux 5.10.3Linux 5.11-rc11020304050Min: 50.2 / Avg: 50.68 / Max: 51.03Min: 49.94 / Avg: 51.88 / Max: 62.43

PlaidML

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

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: Mobilenet - Device: CPULinux 5.10.3Linux 5.11-rc148121620SE +/- 0.09, N = 3SE +/- 0.08, N = 314.5114.58
OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: Mobilenet - Device: CPULinux 5.10.3Linux 5.11-rc148121620Min: 14.41 / Avg: 14.51 / Max: 14.69Min: 14.42 / Avg: 14.58 / Max: 14.7

Caffe

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

OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2020-02-13Model: AlexNet - Acceleration: CPU - Iterations: 200Linux 5.10.3Linux 5.11-rc130K60K90K120K150KSE +/- 381.87, N = 3SE +/- 232.83, N = 31440391433211. (CXX) g++ options: -fPIC -O3 -rdynamic -lglog -lgflags -lprotobuf -lpthread -lsz -lz -ldl -lm -llmdb -lopenblas
OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2020-02-13Model: AlexNet - Acceleration: CPU - Iterations: 200Linux 5.10.3Linux 5.11-rc120K40K60K80K100KMin: 143399 / Avg: 144039.33 / Max: 144720Min: 143067 / Avg: 143321 / Max: 1437861. (CXX) g++ options: -fPIC -O3 -rdynamic -lglog -lgflags -lprotobuf -lpthread -lsz -lz -ldl -lm -llmdb -lopenblas

BYTE Unix Benchmark

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

OpenBenchmarking.orgLPS, More Is BetterBYTE Unix Benchmark 3.6Computational Test: Dhrystone 2Linux 5.10.3Linux 5.11-rc19M18M27M36M45MSE +/- 142195.68, N = 3SE +/- 456796.31, N = 441240132.340783248.8
OpenBenchmarking.orgLPS, More Is BetterBYTE Unix Benchmark 3.6Computational Test: Dhrystone 2Linux 5.10.3Linux 5.11-rc17M14M21M28M35MMin: 40957050.5 / Avg: 41240132.33 / Max: 41405281.3Min: 39751070.9 / Avg: 40783248.83 / Max: 41931444.2

Stress-NG

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

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: CPU CacheLinux 5.10.3Linux 5.11-rc11020304050SE +/- 1.40, N = 15SE +/- 1.39, N = 1244.5245.171. (CC) gcc options: -O2 -std=gnu99 -lm -laio -lbsd -lcrypt -lrt -lz -ldl -lpthread -lc
OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: CPU CacheLinux 5.10.3Linux 5.11-rc1918273645Min: 36.39 / Avg: 44.52 / Max: 54.09Min: 36.19 / Avg: 45.17 / Max: 51.421. (CC) gcc options: -O2 -std=gnu99 -lm -laio -lbsd -lcrypt -lrt -lz -ldl -lpthread -lc

YafaRay

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

OpenBenchmarking.orgSeconds, Fewer Is BetterYafaRay 3.4.1Total Time For Sample SceneLinux 5.10.3Linux 5.11-rc1306090120150SE +/- 0.50, N = 3SE +/- 0.92, N = 3130.91130.121. (CXX) g++ options: -std=c++11 -O3 -ffast-math -rdynamic -ldl -lImath -lIlmImf -lIex -lHalf -lz -lIlmThread -lxml2 -lfreetype -lpthread
OpenBenchmarking.orgSeconds, Fewer Is BetterYafaRay 3.4.1Total Time For Sample SceneLinux 5.10.3Linux 5.11-rc120406080100Min: 129.91 / Avg: 130.91 / Max: 131.41Min: 128.76 / Avg: 130.12 / Max: 131.871. (CXX) g++ options: -std=c++11 -O3 -ffast-math -rdynamic -ldl -lImath -lIlmImf -lIex -lHalf -lz -lIlmThread -lxml2 -lfreetype -lpthread

dav1d

Dav1d is an open-source, speedy AV1 video decoder. This test profile times how long it takes to decode sample AV1 video content. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.7.0Video Input: Chimera 1080p 10-bitLinux 5.10.3Linux 5.11-rc120406080100SE +/- 0.07, N = 3SE +/- 0.24, N = 3111.44111.57MIN: 74.8 / MAX: 220.43MIN: 74.71 / MAX: 227.361. (CC) gcc options: -pthread
OpenBenchmarking.orgFPS, More Is Betterdav1d 0.7.0Video Input: Chimera 1080p 10-bitLinux 5.10.3Linux 5.11-rc120406080100Min: 111.29 / Avg: 111.44 / Max: 111.52Min: 111.3 / Avg: 111.57 / Max: 112.051. (CC) gcc options: -pthread

Timed HMMer Search

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

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed HMMer Search 3.3.1Pfam Database SearchLinux 5.10.3Linux 5.11-rc1306090120150SE +/- 0.30, N = 3SE +/- 0.09, N = 3127.23110.541. (CC) gcc options: -O3 -pthread -lhmmer -leasel -lm
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed HMMer Search 3.3.1Pfam Database SearchLinux 5.10.3Linux 5.11-rc120406080100Min: 126.63 / Avg: 127.23 / Max: 127.54Min: 110.43 / Avg: 110.54 / Max: 110.711. (CC) gcc options: -O3 -pthread -lhmmer -leasel -lm

GPAW

GPAW is a density-functional theory (DFT) Python code based on the projector-augmented wave (PAW) method and the atomic simulation environment (ASE). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterGPAW 20.1Input: Carbon NanotubeLinux 5.10.3Linux 5.11-rc1306090120150SE +/- 0.05, N = 3SE +/- 0.02, N = 3114.13114.601. (CC) gcc options: -pthread -shared -fwrapv -O2 -lxc -lblas -lmpi
OpenBenchmarking.orgSeconds, Fewer Is BetterGPAW 20.1Input: Carbon NanotubeLinux 5.10.3Linux 5.11-rc120406080100Min: 114.03 / Avg: 114.13 / Max: 114.19Min: 114.57 / Avg: 114.6 / Max: 114.631. (CC) gcc options: -pthread -shared -fwrapv -O2 -lxc -lblas -lmpi

ASTC Encoder

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

OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 2.0Preset: ExhaustiveLinux 5.10.3Linux 5.11-rc120406080100SE +/- 0.12, N = 3SE +/- 0.14, N = 3108.81109.151. (CXX) g++ options: -std=c++14 -fvisibility=hidden -O3 -flto -mfpmath=sse -mavx2 -mpopcnt -lpthread
OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 2.0Preset: ExhaustiveLinux 5.10.3Linux 5.11-rc120406080100Min: 108.56 / Avg: 108.81 / Max: 108.94Min: 108.89 / Avg: 109.15 / Max: 109.371. (CXX) g++ options: -std=c++14 -fvisibility=hidden -O3 -flto -mfpmath=sse -mavx2 -mpopcnt -lpthread

Blender

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

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: Fishy Cat - Compute: CPU-OnlyLinux 5.10.3Linux 5.11-rc120406080100SE +/- 0.08, N = 3SE +/- 0.14, N = 3108.33108.47
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: Fishy Cat - Compute: CPU-OnlyLinux 5.10.3Linux 5.11-rc120406080100Min: 108.24 / Avg: 108.33 / Max: 108.48Min: 108.3 / Avg: 108.47 / Max: 108.74

oneDNN

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

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Deconvolution Batch shapes_1d - Data Type: f32 - Engine: CPULinux 5.10.3Linux 5.11-rc10.80211.60422.40633.20844.0105SE +/- 0.04703, N = 15SE +/- 0.03158, N = 153.256733.56469MIN: 2.89MIN: 3.181. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Deconvolution Batch shapes_1d - Data Type: f32 - Engine: CPULinux 5.10.3Linux 5.11-rc1246810Min: 3.01 / Avg: 3.26 / Max: 3.5Min: 3.36 / Avg: 3.56 / Max: 3.761. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

Timed GDB GNU Debugger Compilation

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

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed GDB GNU Debugger Compilation 9.1Time To CompileLinux 5.10.3Linux 5.11-rc120406080100SE +/- 0.11, N = 3SE +/- 0.02, N = 396.9895.99
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed GDB GNU Debugger Compilation 9.1Time To CompileLinux 5.10.3Linux 5.11-rc120406080100Min: 96.78 / Avg: 96.98 / Max: 97.16Min: 95.95 / Avg: 95.99 / Max: 96.02

Polyhedron Fortran Benchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPolyhedron Fortran BenchmarksBenchmark: capacitaLinux 5.10.3Linux 5.11-rc14812162017.5617.72

Node.js V8 Web Tooling Benchmark

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

OpenBenchmarking.orgruns/s, More Is BetterNode.js V8 Web Tooling BenchmarkLinux 5.10.3Linux 5.11-rc13691215SE +/- 0.08, N = 3SE +/- 0.05, N = 39.359.141. Nodejs v10.19.0
OpenBenchmarking.orgruns/s, More Is BetterNode.js V8 Web Tooling BenchmarkLinux 5.10.3Linux 5.11-rc13691215Min: 9.2 / Avg: 9.35 / Max: 9.49Min: 9.04 / Avg: 9.14 / Max: 9.211. Nodejs v10.19.0

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 timeseries 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: Earthgecko SkylineLinux 5.10.3Linux 5.11-rc120406080100SE +/- 0.55, N = 3SE +/- 0.82, N = 476.7577.78
OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Earthgecko SkylineLinux 5.10.3Linux 5.11-rc11530456075Min: 75.7 / Avg: 76.75 / Max: 77.57Min: 76.36 / Avg: 77.78 / Max: 80.14

InfluxDB

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

OpenBenchmarking.orgval/sec, More Is BetterInfluxDB 1.8.2Concurrent Streams: 4 - Batch Size: 10000 - Tags: 2,5000,1 - Points Per Series: 10000Linux 5.10.3Linux 5.11-rc1300K600K900K1200K1500KSE +/- 1744.82, N = 3SE +/- 3748.02, N = 31198820.31202969.7
OpenBenchmarking.orgval/sec, More Is BetterInfluxDB 1.8.2Concurrent Streams: 4 - Batch Size: 10000 - Tags: 2,5000,1 - Points Per Series: 10000Linux 5.10.3Linux 5.11-rc1200K400K600K800K1000KMin: 1196305.6 / Avg: 1198820.33 / Max: 1202173Min: 1196097.1 / Avg: 1202969.73 / Max: 1208998

Mlpack Benchmark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_qdaLinux 5.10.3Linux 5.11-rc1714212835SE +/- 0.12, N = 3SE +/- 0.15, N = 329.9630.17
OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_qdaLinux 5.10.3Linux 5.11-rc1714212835Min: 29.72 / Avg: 29.96 / Max: 30.09Min: 29.95 / Avg: 30.17 / Max: 30.45

VP9 libvpx Encoding

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

OpenBenchmarking.orgFrames Per Second, More Is BetterVP9 libvpx Encoding 1.8.2Speed: Speed 0Linux 5.10.3Linux 5.11-rc1246810SE +/- 0.00, N = 3SE +/- 0.01, N = 37.207.141. (CXX) g++ options: -m64 -lm -lpthread -O3 -fPIC -U_FORTIFY_SOURCE -std=c++11
OpenBenchmarking.orgFrames Per Second, More Is BetterVP9 libvpx Encoding 1.8.2Speed: Speed 0Linux 5.10.3Linux 5.11-rc13691215Min: 7.2 / Avg: 7.2 / Max: 7.2Min: 7.13 / Avg: 7.14 / Max: 7.161. (CXX) g++ options: -m64 -lm -lpthread -O3 -fPIC -U_FORTIFY_SOURCE -std=c++11

Blender

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

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: BMW27 - Compute: CPU-OnlyLinux 5.10.3Linux 5.11-rc120406080100SE +/- 0.05, N = 3SE +/- 0.39, N = 382.8984.83
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: BMW27 - Compute: CPU-OnlyLinux 5.10.3Linux 5.11-rc11632486480Min: 82.79 / Avg: 82.89 / Max: 82.94Min: 84.27 / Avg: 84.83 / Max: 85.57

Timed Eigen Compilation

This test times how long it takes to build all Eigen examples. The Eigen examples are compiled serially. Eigen is a C++ template library for linear algebra. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Eigen Compilation 3.3.9Time To CompileLinux 5.10.3Linux 5.11-rc120406080100SE +/- 0.00, N = 3SE +/- 0.01, N = 384.4884.03
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Eigen Compilation 3.3.9Time To CompileLinux 5.10.3Linux 5.11-rc11632486480Min: 84.47 / Avg: 84.48 / Max: 84.48Min: 84.02 / Avg: 84.03 / Max: 84.04

PyPerformance

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

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: raytraceLinux 5.10.3Linux 5.11-rc1100200300400500SE +/- 0.58, N = 3SE +/- 0.58, N = 3476475
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: raytraceLinux 5.10.3Linux 5.11-rc180160240320400Min: 475 / Avg: 476 / Max: 477Min: 474 / Avg: 475 / Max: 476

Polyhedron Fortran Benchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPolyhedron Fortran BenchmarksBenchmark: induct2Linux 5.10.3Linux 5.11-rc161218243023.8123.79

GROMACS

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

OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2020.3Water BenchmarkLinux 5.10.3Linux 5.11-rc10.53421.06841.60262.13682.671SE +/- 0.002, N = 3SE +/- 0.002, N = 32.3742.3691. (CXX) g++ options: -O3 -pthread -lrt -lpthread -lm
OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2020.3Water BenchmarkLinux 5.10.3Linux 5.11-rc1246810Min: 2.37 / Avg: 2.37 / Max: 2.38Min: 2.37 / Avg: 2.37 / Max: 2.371. (CXX) g++ options: -O3 -pthread -lrt -lpthread -lm

oneDNN

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

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Recurrent Neural Network Training - Data Type: u8s8f32 - Engine: CPULinux 5.10.3Linux 5.11-rc15001000150020002500SE +/- 4.81, N = 3SE +/- 11.78, N = 32211.732264.33MIN: 2193.8MIN: 2231.721. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Recurrent Neural Network Training - Data Type: u8s8f32 - Engine: CPULinux 5.10.3Linux 5.11-rc1400800120016002000Min: 2202.89 / Avg: 2211.73 / Max: 2219.44Min: 2241.62 / Avg: 2264.33 / Max: 2281.131. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Recurrent Neural Network Training - Data Type: f32 - Engine: CPULinux 5.10.3Linux 5.11-rc15001000150020002500SE +/- 10.97, N = 3SE +/- 8.80, N = 32220.502299.12MIN: 2191.85MIN: 2275.391. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Recurrent Neural Network Training - Data Type: f32 - Engine: CPULinux 5.10.3Linux 5.11-rc1400800120016002000Min: 2201.74 / Avg: 2220.5 / Max: 2239.72Min: 2283.9 / Avg: 2299.12 / Max: 2314.391. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Recurrent Neural Network Training - Data Type: bf16bf16bf16 - Engine: CPULinux 5.10.3Linux 5.11-rc15001000150020002500SE +/- 9.42, N = 3SE +/- 12.83, N = 32192.822272.30MIN: 2169.84MIN: 2236.531. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Recurrent Neural Network Training - Data Type: bf16bf16bf16 - Engine: CPULinux 5.10.3Linux 5.11-rc1400800120016002000Min: 2180.99 / Avg: 2192.82 / Max: 2211.44Min: 2246.64 / Avg: 2272.3 / Max: 2285.421. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

TensorFlow Lite

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

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception V4Linux 5.10.3Linux 5.11-rc1300K600K900K1200K1500KSE +/- 1266.68, N = 3SE +/- 1304.98, N = 314990171503447
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception V4Linux 5.10.3Linux 5.11-rc1300K600K900K1200K1500KMin: 1496660 / Avg: 1499016.67 / Max: 1501000Min: 1500880 / Avg: 1503446.67 / Max: 1505140

InfluxDB

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

OpenBenchmarking.orgval/sec, More Is BetterInfluxDB 1.8.2Concurrent Streams: 64 - Batch Size: 10000 - Tags: 2,5000,1 - Points Per Series: 10000Linux 5.10.3Linux 5.11-rc1300K600K900K1200K1500KSE +/- 2047.76, N = 3SE +/- 306.64, N = 31419536.41418167.0
OpenBenchmarking.orgval/sec, More Is BetterInfluxDB 1.8.2Concurrent Streams: 64 - Batch Size: 10000 - Tags: 2,5000,1 - Points Per Series: 10000Linux 5.10.3Linux 5.11-rc1200K400K600K800K1000KMin: 1416392.8 / Avg: 1419536.43 / Max: 1423381.6Min: 1417715.3 / Avg: 1418167 / Max: 1418752.1

PostgreSQL pgbench

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

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 250 - Mode: Read Write - Average LatencyLinux 5.10.3Linux 5.11-rc1306090120150SE +/- 0.89, N = 15SE +/- 1.05, N = 3113.78101.541. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 250 - Mode: Read Write - Average LatencyLinux 5.10.3Linux 5.11-rc120406080100Min: 107.67 / Avg: 113.78 / Max: 119.69Min: 99.72 / Avg: 101.54 / Max: 103.361. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 250 - Mode: Read WriteLinux 5.10.3Linux 5.11-rc15001000150020002500SE +/- 17.17, N = 15SE +/- 25.47, N = 3220124651. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 250 - Mode: Read WriteLinux 5.10.3Linux 5.11-rc1400800120016002000Min: 2090.35 / Avg: 2200.91 / Max: 2323.68Min: 2421.28 / Avg: 2464.94 / Max: 2509.51. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 50 - Mode: Read Only - Average LatencyLinux 5.10.3Linux 5.11-rc10.02270.04540.06810.09080.1135SE +/- 0.001, N = 15SE +/- 0.000, N = 30.1000.1011. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 50 - Mode: Read Only - Average LatencyLinux 5.10.3Linux 5.11-rc112345Min: 0.09 / Avg: 0.1 / Max: 0.1Min: 0.1 / Avg: 0.1 / Max: 0.11. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 50 - Mode: Read OnlyLinux 5.10.3Linux 5.11-rc1110K220K330K440K550KSE +/- 7128.53, N = 15SE +/- 1865.48, N = 35010474922181. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 50 - Mode: Read OnlyLinux 5.10.3Linux 5.11-rc190K180K270K360K450KMin: 481274.39 / Avg: 501046.8 / Max: 586825.76Min: 488506.41 / Avg: 492217.89 / Max: 494403.331. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

oneDNN

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

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Recurrent Neural Network Inference - Data Type: f32 - Engine: CPULinux 5.10.3Linux 5.11-rc130060090012001500SE +/- 1.69, N = 3SE +/- 10.28, N = 31169.571198.45MIN: 1161.34MIN: 1175.231. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Recurrent Neural Network Inference - Data Type: f32 - Engine: CPULinux 5.10.3Linux 5.11-rc12004006008001000Min: 1166.19 / Avg: 1169.57 / Max: 1171.33Min: 1178.65 / Avg: 1198.45 / Max: 1213.111. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

Build2

This test profile measures the time to bootstrap/install the build2 C++ build toolchain from source. Build2 is a cross-platform build toolchain for C/C++ code and features Cargo-like features. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterBuild2 0.13Time To CompileLinux 5.10.3Linux 5.11-rc120406080100SE +/- 0.35, N = 3SE +/- 0.15, N = 375.8075.34
OpenBenchmarking.orgSeconds, Fewer Is BetterBuild2 0.13Time To CompileLinux 5.10.3Linux 5.11-rc11530456075Min: 75.14 / Avg: 75.8 / Max: 76.35Min: 75.07 / Avg: 75.34 / Max: 75.57

oneDNN

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

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Recurrent Neural Network Inference - Data Type: bf16bf16bf16 - Engine: CPULinux 5.10.3Linux 5.11-rc130060090012001500SE +/- 9.31, N = 3SE +/- 9.97, N = 31162.781207.35MIN: 1139.6MIN: 1182.341. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Recurrent Neural Network Inference - Data Type: bf16bf16bf16 - Engine: CPULinux 5.10.3Linux 5.11-rc12004006008001000Min: 1144.15 / Avg: 1162.78 / Max: 1172.1Min: 1187.9 / Avg: 1207.35 / Max: 1220.891. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Recurrent Neural Network Inference - Data Type: u8s8f32 - Engine: CPULinux 5.10.3Linux 5.11-rc130060090012001500SE +/- 11.57, N = 3SE +/- 12.88, N = 31148.931201.71MIN: 1133.53MIN: 1175.411. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Recurrent Neural Network Inference - Data Type: u8s8f32 - Engine: CPULinux 5.10.3Linux 5.11-rc12004006008001000Min: 1136.89 / Avg: 1148.93 / Max: 1172.06Min: 1180.99 / Avg: 1201.71 / Max: 1225.321. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

PyPerformance

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

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: python_startupLinux 5.10.3Linux 5.11-rc1246810SE +/- 0.04, N = 3SE +/- 0.02, N = 38.698.44
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: python_startupLinux 5.10.3Linux 5.11-rc13691215Min: 8.62 / Avg: 8.69 / Max: 8.74Min: 8.4 / Avg: 8.44 / Max: 8.48

simdjson

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

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 0.7.1Throughput Test: KostyaLinux 5.10.3Linux 5.11-rc10.11930.23860.35790.47720.5965SE +/- 0.00, N = 3SE +/- 0.00, N = 30.530.531. (CXX) g++ options: -O3 -pthread
OpenBenchmarking.orgGB/s, More Is Bettersimdjson 0.7.1Throughput Test: KostyaLinux 5.10.3Linux 5.11-rc1246810Min: 0.53 / Avg: 0.53 / Max: 0.53Min: 0.52 / Avg: 0.53 / Max: 0.531. (CXX) g++ options: -O3 -pthread

Caffe

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

OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2020-02-13Model: AlexNet - Acceleration: CPU - Iterations: 100Linux 5.10.3Linux 5.11-rc116K32K48K64K80KSE +/- 793.90, N = 3SE +/- 20.52, N = 372605713691. (CXX) g++ options: -fPIC -O3 -rdynamic -lglog -lgflags -lprotobuf -lpthread -lsz -lz -ldl -lm -llmdb -lopenblas
OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2020-02-13Model: AlexNet - Acceleration: CPU - Iterations: 100Linux 5.10.3Linux 5.11-rc113K26K39K52K65KMin: 71557 / Avg: 72605 / Max: 74162Min: 71347 / Avg: 71369 / Max: 714101. (CXX) g++ options: -fPIC -O3 -rdynamic -lglog -lgflags -lprotobuf -lpthread -lsz -lz -ldl -lm -llmdb -lopenblas

KeyDB

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

OpenBenchmarking.orgOps/sec, More Is BetterKeyDB 6.0.16Linux 5.10.3Linux 5.11-rc190K180K270K360K450KSE +/- 1060.81, N = 3SE +/- 698.38, N = 3424609.60427859.421. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre
OpenBenchmarking.orgOps/sec, More Is BetterKeyDB 6.0.16Linux 5.10.3Linux 5.11-rc170K140K210K280K350KMin: 422868.39 / Avg: 424609.6 / Max: 426530Min: 426520.22 / Avg: 427859.42 / Max: 428872.691. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

TensorFlow Lite

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

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception ResNet V2Linux 5.10.3Linux 5.11-rc1300K600K900K1200K1500KSE +/- 1103.67, N = 3SE +/- 903.35, N = 313462431351703
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception ResNet V2Linux 5.10.3Linux 5.11-rc1200K400K600K800K1000KMin: 1344040 / Avg: 1346243.33 / Max: 1347460Min: 1350030 / Avg: 1351703.33 / Max: 1353130

OpenVINO

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

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2021.1Model: Person Detection 0106 FP16 - Device: CPULinux 5.10.3Linux 5.11-rc16001200180024003000SE +/- 3.43, N = 3SE +/- 6.18, N = 32590.332599.821. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -pie -pthread -lpthread
OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2021.1Model: Person Detection 0106 FP16 - Device: CPULinux 5.10.3Linux 5.11-rc15001000150020002500Min: 2584.9 / Avg: 2590.33 / Max: 2596.67Min: 2588.34 / Avg: 2599.82 / Max: 2609.541. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -pie -pthread -lpthread

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2021.1Model: Person Detection 0106 FP16 - Device: CPULinux 5.10.3Linux 5.11-rc10.69081.38162.07242.76323.454SE +/- 0.01, N = 3SE +/- 0.02, N = 33.073.031. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -pie -pthread -lpthread
OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2021.1Model: Person Detection 0106 FP16 - Device: CPULinux 5.10.3Linux 5.11-rc1246810Min: 3.06 / Avg: 3.07 / Max: 3.08Min: 3 / Avg: 3.03 / Max: 3.081. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -pie -pthread -lpthread

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2021.1Model: Face Detection 0106 FP16 - Device: CPULinux 5.10.3Linux 5.11-rc1400800120016002000SE +/- 2.02, N = 3SE +/- 1.16, N = 31988.901995.331. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -pie -pthread -lpthread
OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2021.1Model: Face Detection 0106 FP16 - Device: CPULinux 5.10.3Linux 5.11-rc130060090012001500Min: 1984.89 / Avg: 1988.9 / Max: 1991.26Min: 1993.02 / Avg: 1995.33 / Max: 1996.581. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -pie -pthread -lpthread

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2021.1Model: Face Detection 0106 FP16 - Device: CPULinux 5.10.3Linux 5.11-rc10.90231.80462.70693.60924.5115SE +/- 0.01, N = 34.014.001. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -pie -pthread -lpthread
OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2021.1Model: Face Detection 0106 FP16 - Device: CPULinux 5.10.3Linux 5.11-rc1246810Min: 4 / Avg: 4.01 / Max: 4.021. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -pie -pthread -lpthread

SQLite Speedtest

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

OpenBenchmarking.orgSeconds, Fewer Is BetterSQLite Speedtest 3.30Timed Time - Size 1,000Linux 5.10.3Linux 5.11-rc11530456075SE +/- 0.02, N = 3SE +/- 0.13, N = 367.1467.701. (CC) gcc options: -O2 -ldl -lz -lpthread
OpenBenchmarking.orgSeconds, Fewer Is BetterSQLite Speedtest 3.30Timed Time - Size 1,000Linux 5.10.3Linux 5.11-rc11326395265Min: 67.1 / Avg: 67.14 / Max: 67.17Min: 67.43 / Avg: 67.7 / Max: 67.841. (CC) gcc options: -O2 -ldl -lz -lpthread

OpenVINO

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

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2021.1Model: Face Detection 0106 FP32 - Device: CPULinux 5.10.3Linux 5.11-rc1400800120016002000SE +/- 2.14, N = 3SE +/- 3.46, N = 31989.911993.961. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -pie -pthread -lpthread
OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2021.1Model: Face Detection 0106 FP32 - Device: CPULinux 5.10.3Linux 5.11-rc130060090012001500Min: 1986.12 / Avg: 1989.91 / Max: 1993.54Min: 1987.08 / Avg: 1993.96 / Max: 1997.991. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -pie -pthread -lpthread

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2021.1Model: Face Detection 0106 FP32 - Device: CPULinux 5.10.3Linux 5.11-rc10.90231.80462.70693.60924.5115SE +/- 0.00, N = 3SE +/- 0.01, N = 34.014.001. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -pie -pthread -lpthread
OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2021.1Model: Face Detection 0106 FP32 - Device: CPULinux 5.10.3Linux 5.11-rc1246810Min: 4.01 / Avg: 4.01 / Max: 4.01Min: 3.99 / Avg: 4 / Max: 4.021. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -pie -pthread -lpthread

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2021.1Model: Person Detection 0106 FP32 - Device: CPULinux 5.10.3Linux 5.11-rc16001200180024003000SE +/- 2.25, N = 3SE +/- 2.70, N = 32605.512603.281. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -pie -pthread -lpthread
OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2021.1Model: Person Detection 0106 FP32 - Device: CPULinux 5.10.3Linux 5.11-rc15001000150020002500Min: 2601.58 / Avg: 2605.51 / Max: 2609.36Min: 2597.91 / Avg: 2603.28 / Max: 2606.351. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -pie -pthread -lpthread

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2021.1Model: Person Detection 0106 FP32 - Device: CPULinux 5.10.3Linux 5.11-rc10.68181.36362.04542.72723.409SE +/- 0.01, N = 3SE +/- 0.02, N = 33.033.031. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -pie -pthread -lpthread
OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2021.1Model: Person Detection 0106 FP32 - Device: CPULinux 5.10.3Linux 5.11-rc1246810Min: 3.02 / Avg: 3.03 / Max: 3.04Min: 3 / Avg: 3.03 / Max: 3.061. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -pie -pthread -lpthread

OpenVKL

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

OpenBenchmarking.orgItems / Sec, More Is BetterOpenVKL 0.9Benchmark: vklBenchmarkVdbVolumeLinux 5.10.3Linux 5.11-rc13M6M9M12M15MSE +/- 19338.94, N = 3SE +/- 25281.20, N = 316277364.2416244451.89MIN: 790262 / MAX: 65640384MIN: 839758 / MAX: 65503224
OpenBenchmarking.orgItems / Sec, More Is BetterOpenVKL 0.9Benchmark: vklBenchmarkVdbVolumeLinux 5.10.3Linux 5.11-rc13M6M9M12M15MMin: 16243824.43 / Avg: 16277364.24 / Max: 16310816.3Min: 16196963.55 / Avg: 16244451.89 / Max: 16283231.36

Chaos Group V-RAY

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

OpenBenchmarking.orgKsamples, More Is BetterChaos Group V-RAY 4.10.07Mode: CPULinux 5.10.3Linux 5.11-rc16K12K18K24K30KSE +/- 33.00, N = 3SE +/- 217.79, N = 32711027170
OpenBenchmarking.orgKsamples, More Is BetterChaos Group V-RAY 4.10.07Mode: CPULinux 5.10.3Linux 5.11-rc15K10K15K20K25KMin: 27077 / Avg: 27110 / Max: 27176Min: 26743 / Avg: 27170 / Max: 27458

Polyhedron Fortran Benchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPolyhedron Fortran BenchmarksBenchmark: rnflowLinux 5.10.3Linux 5.11-rc14812162016.5916.57

LuxCoreRender

LuxCoreRender is an open-source physically based renderer. This test profile is focused on running LuxCoreRender on the CPU as opposed to the OpenCL version. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.3Scene: Rainbow Colors and PrismLinux 5.10.3Linux 5.11-rc10.78751.5752.36253.153.9375SE +/- 0.01, N = 3SE +/- 0.01, N = 33.503.49MIN: 3.43 / MAX: 3.52MIN: 3.41 / MAX: 3.53
OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.3Scene: Rainbow Colors and PrismLinux 5.10.3Linux 5.11-rc1246810Min: 3.48 / Avg: 3.5 / Max: 3.52Min: 3.46 / Avg: 3.49 / Max: 3.51

IndigoBench

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

OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: CPU - Scene: BedroomLinux 5.10.3Linux 5.11-rc10.80481.60962.41443.21924.024SE +/- 0.002, N = 3SE +/- 0.002, N = 33.5773.572
OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: CPU - Scene: BedroomLinux 5.10.3Linux 5.11-rc1246810Min: 3.57 / Avg: 3.58 / Max: 3.58Min: 3.57 / Avg: 3.57 / Max: 3.58

OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: CPU - Scene: SupercarLinux 5.10.3Linux 5.11-rc1246810SE +/- 0.008, N = 3SE +/- 0.007, N = 37.7317.699
OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: CPU - Scene: SupercarLinux 5.10.3Linux 5.11-rc13691215Min: 7.72 / Avg: 7.73 / Max: 7.74Min: 7.69 / Avg: 7.7 / Max: 7.71

LuxCoreRender

LuxCoreRender is an open-source physically based renderer. This test profile is focused on running LuxCoreRender on the CPU as opposed to the OpenCL version. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.3Scene: DLSCLinux 5.10.3Linux 5.11-rc10.73581.47162.20742.94323.679SE +/- 0.01, N = 3SE +/- 0.02, N = 33.273.17MIN: 3.17 / MAX: 3.42MIN: 3.08 / MAX: 3.34
OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.3Scene: DLSCLinux 5.10.3Linux 5.11-rc1246810Min: 3.25 / Avg: 3.27 / Max: 3.29Min: 3.13 / Avg: 3.17 / Max: 3.21

TensorFlow Lite

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

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: SqueezeNetLinux 5.10.3Linux 5.11-rc120K40K60K80K100KSE +/- 86.53, N = 3SE +/- 135.38, N = 3106510106627
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: SqueezeNetLinux 5.10.3Linux 5.11-rc120K40K60K80K100KMin: 106367 / Avg: 106510.33 / Max: 106666Min: 106372 / Avg: 106627.33 / Max: 106833

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: NASNet MobileLinux 5.10.3Linux 5.11-rc130K60K90K120K150KSE +/- 388.72, N = 3SE +/- 100.39, N = 3126619126279
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: NASNet MobileLinux 5.10.3Linux 5.11-rc120K40K60K80K100KMin: 126190 / Avg: 126619 / Max: 127395Min: 126167 / Avg: 126278.67 / Max: 126479

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet FloatLinux 5.10.3Linux 5.11-rc115K30K45K60K75KSE +/- 59.93, N = 3SE +/- 1.77, N = 368630.968933.8
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet FloatLinux 5.10.3Linux 5.11-rc112K24K36K48K60KMin: 68521.9 / Avg: 68630.87 / Max: 68728.6Min: 68931.9 / Avg: 68933.77 / Max: 68937.3

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet QuantLinux 5.10.3Linux 5.11-rc115K30K45K60K75KSE +/- 9.17, N = 3SE +/- 71.87, N = 370037.470599.7
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet QuantLinux 5.10.3Linux 5.11-rc112K24K36K48K60KMin: 70019.5 / Avg: 70037.43 / Max: 70049.7Min: 70460.3 / Avg: 70599.73 / Max: 70699.7

PyPerformance

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

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: 2to3Linux 5.10.3Linux 5.11-rc170140210280350SE +/- 0.33, N = 3326325
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: 2to3Linux 5.10.3Linux 5.11-rc160120180240300Min: 326 / Avg: 326.33 / Max: 327

OpenVINO

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

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2021.1Model: Age Gender Recognition Retail 0013 FP16 - Device: CPULinux 5.10.3Linux 5.11-rc10.17550.3510.52650.7020.8775SE +/- 0.00, N = 3SE +/- 0.00, N = 30.780.781. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -pie -pthread -lpthread
OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2021.1Model: Age Gender Recognition Retail 0013 FP16 - Device: CPULinux 5.10.3Linux 5.11-rc1246810Min: 0.78 / Avg: 0.78 / Max: 0.79Min: 0.78 / Avg: 0.78 / Max: 0.781. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -pie -pthread -lpthread

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2021.1Model: Age Gender Recognition Retail 0013 FP16 - Device: CPULinux 5.10.3Linux 5.11-rc12K4K6K8K10KSE +/- 5.41, N = 3SE +/- 8.68, N = 39966.939945.821. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -pie -pthread -lpthread
OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2021.1Model: Age Gender Recognition Retail 0013 FP16 - Device: CPULinux 5.10.3Linux 5.11-rc12K4K6K8K10KMin: 9956.6 / Avg: 9966.93 / Max: 9974.86Min: 9933.46 / Avg: 9945.82 / Max: 9962.551. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -pie -pthread -lpthread

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2021.1Model: Age Gender Recognition Retail 0013 FP32 - Device: CPULinux 5.10.3Linux 5.11-rc10.17550.3510.52650.7020.8775SE +/- 0.00, N = 3SE +/- 0.00, N = 30.780.781. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -pie -pthread -lpthread
OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2021.1Model: Age Gender Recognition Retail 0013 FP32 - Device: CPULinux 5.10.3Linux 5.11-rc1246810Min: 0.78 / Avg: 0.78 / Max: 0.78Min: 0.78 / Avg: 0.78 / Max: 0.791. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -pie -pthread -lpthread

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2021.1Model: Age Gender Recognition Retail 0013 FP32 - Device: CPULinux 5.10.3Linux 5.11-rc12K4K6K8K10KSE +/- 5.75, N = 3SE +/- 9.83, N = 39953.079951.831. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -pie -pthread -lpthread
OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2021.1Model: Age Gender Recognition Retail 0013 FP32 - Device: CPULinux 5.10.3Linux 5.11-rc12K4K6K8K10KMin: 9945.47 / Avg: 9953.07 / Max: 9964.35Min: 9939.09 / Avg: 9951.83 / Max: 9971.161. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -pie -pthread -lpthread

John The Ripper

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

OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 1.9.0-jumbo-1Test: MD5Linux 5.10.3Linux 5.11-rc1400K800K1200K1600K2000KSE +/- 3179.80, N = 3SE +/- 2886.75, N = 3172866717240001. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -lgmp -pthread -lm -lz -ldl -lcrypt -lbz2
OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 1.9.0-jumbo-1Test: MD5Linux 5.10.3Linux 5.11-rc1300K600K900K1200K1500KMin: 1725000 / Avg: 1728666.67 / Max: 1735000Min: 1719000 / Avg: 1724000 / Max: 17290001. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -lgmp -pthread -lm -lz -ldl -lcrypt -lbz2

GraphicsMagick

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

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.33Operation: SharpenLinux 5.10.3Linux 5.11-rc150100150200250SE +/- 0.33, N = 32352351. (CC) gcc options: -fopenmp -O2 -pthread -ljbig -lwebp -lwebpmux -ltiff -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -llzma -lbz2 -lxml2 -lz -lm -lpthread
OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.33Operation: SharpenLinux 5.10.3Linux 5.11-rc14080120160200Min: 235 / Avg: 235.33 / Max: 2361. (CC) gcc options: -fopenmp -O2 -pthread -ljbig -lwebp -lwebpmux -ltiff -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -llzma -lbz2 -lxml2 -lz -lm -lpthread

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.33Operation: Noise-GaussianLinux 5.10.3Linux 5.11-rc190180270360450SE +/- 0.33, N = 34284271. (CC) gcc options: -fopenmp -O2 -pthread -ljbig -lwebp -lwebpmux -ltiff -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -llzma -lbz2 -lxml2 -lz -lm -lpthread
OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.33Operation: Noise-GaussianLinux 5.10.3Linux 5.11-rc180160240320400Min: 427 / Avg: 427.67 / Max: 4281. (CC) gcc options: -fopenmp -O2 -pthread -ljbig -lwebp -lwebpmux -ltiff -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -llzma -lbz2 -lxml2 -lz -lm -lpthread

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.33Operation: EnhancedLinux 5.10.3Linux 5.11-rc180160240320400SE +/- 0.33, N = 33743741. (CC) gcc options: -fopenmp -O2 -pthread -ljbig -lwebp -lwebpmux -ltiff -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -llzma -lbz2 -lxml2 -lz -lm -lpthread
OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.33Operation: EnhancedLinux 5.10.3Linux 5.11-rc170140210280350Min: 374 / Avg: 374.33 / Max: 3751. (CC) gcc options: -fopenmp -O2 -pthread -ljbig -lwebp -lwebpmux -ltiff -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -llzma -lbz2 -lxml2 -lz -lm -lpthread

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.33Operation: ResizingLinux 5.10.3Linux 5.11-rc130060090012001500SE +/- 9.84, N = 3SE +/- 6.06, N = 3159116001. (CC) gcc options: -fopenmp -O2 -pthread -ljbig -lwebp -lwebpmux -ltiff -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -llzma -lbz2 -lxml2 -lz -lm -lpthread
OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.33Operation: ResizingLinux 5.10.3Linux 5.11-rc130060090012001500Min: 1573 / Avg: 1590.67 / Max: 1607Min: 1590 / Avg: 1600.33 / Max: 16111. (CC) gcc options: -fopenmp -O2 -pthread -ljbig -lwebp -lwebpmux -ltiff -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -llzma -lbz2 -lxml2 -lz -lm -lpthread

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.33Operation: SwirlLinux 5.10.3Linux 5.11-rc12004006008001000SE +/- 0.33, N = 3SE +/- 0.33, N = 38958981. (CC) gcc options: -fopenmp -O2 -pthread -ljbig -lwebp -lwebpmux -ltiff -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -llzma -lbz2 -lxml2 -lz -lm -lpthread
OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.33Operation: SwirlLinux 5.10.3Linux 5.11-rc1160320480640800Min: 895 / Avg: 895.33 / Max: 896Min: 898 / Avg: 898.33 / Max: 8991. (CC) gcc options: -fopenmp -O2 -pthread -ljbig -lwebp -lwebpmux -ltiff -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -llzma -lbz2 -lxml2 -lz -lm -lpthread

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.33Operation: HWB Color SpaceLinux 5.10.3Linux 5.11-rc130060090012001500SE +/- 1.86, N = 3SE +/- 2.85, N = 3125312511. (CC) gcc options: -fopenmp -O2 -pthread -ljbig -lwebp -lwebpmux -ltiff -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -llzma -lbz2 -lxml2 -lz -lm -lpthread
OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.33Operation: HWB Color SpaceLinux 5.10.3Linux 5.11-rc12004006008001000Min: 1249 / Avg: 1252.67 / Max: 1255Min: 1248 / Avg: 1251.33 / Max: 12571. (CC) gcc options: -fopenmp -O2 -pthread -ljbig -lwebp -lwebpmux -ltiff -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -llzma -lbz2 -lxml2 -lz -lm -lpthread

Kvazaar

This is a test of Kvazaar as a CPU-based H.265 video encoder written in the C programming language and optimized in Assembly. Kvazaar is the winner of the 2016 ACM Open-Source Software Competition and developed at the Ultra Video Group, Tampere University, Finland. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.0Video Input: Bosphorus 4K - Video Preset: SlowLinux 5.10.3Linux 5.11-rc13691215SE +/- 0.01, N = 3SE +/- 0.01, N = 310.1010.161. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt
OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.0Video Input: Bosphorus 4K - Video Preset: SlowLinux 5.10.3Linux 5.11-rc13691215Min: 10.09 / Avg: 10.1 / Max: 10.12Min: 10.13 / Avg: 10.16 / Max: 10.181. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

Mlpack Benchmark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_linearridgeregressionLinux 5.10.3Linux 5.11-rc10.3870.7741.1611.5481.935SE +/- 0.01, N = 3SE +/- 0.01, N = 31.721.71
OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_linearridgeregressionLinux 5.10.3Linux 5.11-rc1246810Min: 1.7 / Avg: 1.72 / Max: 1.73Min: 1.7 / Avg: 1.71 / Max: 1.72

LZ4 Compression

This test measures the time needed to compress/decompress a sample file (an Ubuntu ISO) using LZ4 compression. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 9 - Decompression SpeedLinux 5.10.3Linux 5.11-rc12K4K6K8K10KSE +/- 4.82, N = 3SE +/- 38.36, N = 310851.610782.61. (CC) gcc options: -O3
OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 9 - Decompression SpeedLinux 5.10.3Linux 5.11-rc12K4K6K8K10KMin: 10842 / Avg: 10851.63 / Max: 10856.6Min: 10707.2 / Avg: 10782.6 / Max: 10832.61. (CC) gcc options: -O3

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 9 - Compression SpeedLinux 5.10.3Linux 5.11-rc11224364860SE +/- 0.46, N = 3SE +/- 0.62, N = 352.8152.281. (CC) gcc options: -O3
OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 9 - Compression SpeedLinux 5.10.3Linux 5.11-rc11122334455Min: 51.9 / Avg: 52.81 / Max: 53.31Min: 51.2 / Avg: 52.28 / Max: 53.351. (CC) gcc options: -O3

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 3 - Decompression SpeedLinux 5.10.3Linux 5.11-rc12K4K6K8K10KSE +/- 25.66, N = 3SE +/- 75.17, N = 310815.310838.91. (CC) gcc options: -O3
OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 3 - Decompression SpeedLinux 5.10.3Linux 5.11-rc12K4K6K8K10KMin: 10767.2 / Avg: 10815.33 / Max: 10854.8Min: 10706.8 / Avg: 10838.87 / Max: 10967.11. (CC) gcc options: -O3

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 3 - Compression SpeedLinux 5.10.3Linux 5.11-rc11224364860SE +/- 0.44, N = 3SE +/- 0.35, N = 353.4853.121. (CC) gcc options: -O3
OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 3 - Compression SpeedLinux 5.10.3Linux 5.11-rc11122334455Min: 52.99 / Avg: 53.48 / Max: 54.35Min: 52.42 / Avg: 53.12 / Max: 53.541. (CC) gcc options: -O3

Kvazaar

This is a test of Kvazaar as a CPU-based H.265 video encoder written in the C programming language and optimized in Assembly. Kvazaar is the winner of the 2016 ACM Open-Source Software Competition and developed at the Ultra Video Group, Tampere University, Finland. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.0Video Input: Bosphorus 4K - Video Preset: MediumLinux 5.10.3Linux 5.11-rc13691215SE +/- 0.01, N = 3SE +/- 0.01, N = 310.3110.351. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt
OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.0Video Input: Bosphorus 4K - Video Preset: MediumLinux 5.10.3Linux 5.11-rc13691215Min: 10.3 / Avg: 10.31 / Max: 10.33Min: 10.33 / Avg: 10.35 / Max: 10.371. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

OpenVKL

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

OpenBenchmarking.orgItems / Sec, More Is BetterOpenVKL 0.9Benchmark: vklBenchmarkStructuredVolumeLinux 5.10.3Linux 5.11-rc115M30M45M60M75MSE +/- 168051.69, N = 3SE +/- 641934.39, N = 372087200.3271296986.54MIN: 921866 / MAX: 575712792MIN: 836280 / MAX: 581326776
OpenBenchmarking.orgItems / Sec, More Is BetterOpenVKL 0.9Benchmark: vklBenchmarkStructuredVolumeLinux 5.10.3Linux 5.11-rc112M24M36M48M60MMin: 71796921.92 / Avg: 72087200.32 / Max: 72379063.57Min: 70403274.54 / Avg: 71296986.54 / Max: 72542089.65

simdjson

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

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 0.7.1Throughput Test: LargeRandomLinux 5.10.3Linux 5.11-rc10.08780.17560.26340.35120.439SE +/- 0.00, N = 3SE +/- 0.00, N = 30.390.391. (CXX) g++ options: -O3 -pthread
OpenBenchmarking.orgGB/s, More Is Bettersimdjson 0.7.1Throughput Test: LargeRandomLinux 5.10.3Linux 5.11-rc112345Min: 0.38 / Avg: 0.39 / Max: 0.39Min: 0.38 / Avg: 0.39 / Max: 0.391. (CXX) g++ options: -O3 -pthread

Mlpack Benchmark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_icaLinux 5.10.3Linux 5.11-rc11224364860SE +/- 0.36, N = 3SE +/- 0.32, N = 353.5053.38
OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_icaLinux 5.10.3Linux 5.11-rc11122334455Min: 52.85 / Avg: 53.5 / Max: 54.11Min: 52.92 / Avg: 53.38 / Max: 54

NAMD

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

OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD 2.14ATPase Simulation - 327,506 AtomsLinux 5.10.3Linux 5.11-rc10.25830.51660.77491.03321.2915SE +/- 0.00649, N = 3SE +/- 0.00004, N = 31.148011.14216
OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD 2.14ATPase Simulation - 327,506 AtomsLinux 5.10.3Linux 5.11-rc1246810Min: 1.14 / Avg: 1.15 / Max: 1.16Min: 1.14 / Avg: 1.14 / Max: 1.14

rav1e

Xiph rav1e is a Rust-written AV1 video encoder. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is Betterrav1e 0.4 AlphaSpeed: 5Linux 5.10.3Linux 5.11-rc10.24660.49320.73980.98641.233SE +/- 0.001, N = 3SE +/- 0.003, N = 31.0941.096
OpenBenchmarking.orgFrames Per Second, More Is Betterrav1e 0.4 AlphaSpeed: 5Linux 5.10.3Linux 5.11-rc1246810Min: 1.09 / Avg: 1.09 / Max: 1.1Min: 1.09 / Avg: 1.1 / Max: 1.1

OpenBenchmarking.orgFrames Per Second, More Is Betterrav1e 0.4 AlphaSpeed: 1Linux 5.10.3Linux 5.11-rc10.08350.1670.25050.3340.4175SE +/- 0.001, N = 3SE +/- 0.001, N = 30.3700.371
OpenBenchmarking.orgFrames Per Second, More Is Betterrav1e 0.4 AlphaSpeed: 1Linux 5.10.3Linux 5.11-rc112345Min: 0.37 / Avg: 0.37 / Max: 0.37Min: 0.37 / Avg: 0.37 / Max: 0.37

simdjson

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

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 0.7.1Throughput Test: PartialTweetsLinux 5.10.3Linux 5.11-rc10.13950.2790.41850.5580.6975SE +/- 0.00, N = 3SE +/- 0.00, N = 30.610.621. (CXX) g++ options: -O3 -pthread
OpenBenchmarking.orgGB/s, More Is Bettersimdjson 0.7.1Throughput Test: PartialTweetsLinux 5.10.3Linux 5.11-rc1246810Min: 0.61 / Avg: 0.61 / Max: 0.61Min: 0.61 / Avg: 0.62 / Max: 0.621. (CXX) g++ options: -O3 -pthread

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 0.7.1Throughput Test: DistinctUserIDLinux 5.10.3Linux 5.11-rc10.13950.2790.41850.5580.6975SE +/- 0.00, N = 3SE +/- 0.00, N = 30.620.621. (CXX) g++ options: -O3 -pthread
OpenBenchmarking.orgGB/s, More Is Bettersimdjson 0.7.1Throughput Test: DistinctUserIDLinux 5.10.3Linux 5.11-rc1246810Min: 0.62 / Avg: 0.62 / Max: 0.62Min: 0.61 / Avg: 0.62 / Max: 0.621. (CXX) g++ options: -O3 -pthread

DeepSpeech

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

OpenBenchmarking.orgSeconds, Fewer Is BetterDeepSpeech 0.6Acceleration: CPULinux 5.10.3Linux 5.11-rc11530456075SE +/- 0.08, N = 3SE +/- 0.21, N = 368.1767.66
OpenBenchmarking.orgSeconds, Fewer Is BetterDeepSpeech 0.6Acceleration: CPULinux 5.10.3Linux 5.11-rc11326395265Min: 68.03 / Avg: 68.17 / Max: 68.3Min: 67.36 / Avg: 67.66 / Max: 68.06

Timed Linux Kernel Compilation

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

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 5.4Time To CompileLinux 5.10.3Linux 5.11-rc11020304050SE +/- 0.51, N = 4SE +/- 0.35, N = 345.2745.70
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 5.4Time To CompileLinux 5.10.3Linux 5.11-rc1918273645Min: 44.6 / Avg: 45.27 / Max: 46.78Min: 45.01 / Avg: 45.7 / Max: 46.16

Polyhedron Fortran Benchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPolyhedron Fortran BenchmarksBenchmark: proteinLinux 5.10.3Linux 5.11-rc14812162013.8413.84

PyPerformance

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

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: goLinux 5.10.3Linux 5.11-rc160120180240300SE +/- 0.33, N = 3253253
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: goLinux 5.10.3Linux 5.11-rc150100150200250Min: 252 / Avg: 252.67 / Max: 253

Zstd Compression

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

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.5Compression Level: 19Linux 5.10.3Linux 5.11-rc120406080100SE +/- 0.03, N = 3SE +/- 0.19, N = 374.775.01. (CC) gcc options: -O3 -pthread -lz -llzma
OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.5Compression Level: 19Linux 5.10.3Linux 5.11-rc11428425670Min: 74.7 / Avg: 74.73 / Max: 74.8Min: 74.8 / Avg: 75.03 / Max: 75.41. (CC) gcc options: -O3 -pthread -lz -llzma

Embree

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

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.9.0Binary: Pathtracer ISPC - Model: Asian Dragon ObjLinux 5.10.3Linux 5.11-rc1510152025SE +/- 0.04, N = 3SE +/- 0.06, N = 319.5919.53MIN: 18.78 / MAX: 19.96MIN: 18.75 / MAX: 19.95
OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.9.0Binary: Pathtracer ISPC - Model: Asian Dragon ObjLinux 5.10.3Linux 5.11-rc1510152025Min: 19.51 / Avg: 19.59 / Max: 19.66Min: 19.44 / Avg: 19.53 / Max: 19.63

Stockfish

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

OpenBenchmarking.orgNodes Per Second, More Is BetterStockfish 12Total TimeLinux 5.10.3Linux 5.11-rc18M16M24M32M40MSE +/- 178225.83, N = 3SE +/- 194879.63, N = 336383816368483111. (CXX) g++ options: -m64 -lpthread -fno-exceptions -std=c++17 -pedantic -O3 -msse -msse3 -mpopcnt -msse4.1 -mssse3 -msse2 -flto -flto=jobserver
OpenBenchmarking.orgNodes Per Second, More Is BetterStockfish 12Total TimeLinux 5.10.3Linux 5.11-rc16M12M18M24M30MMin: 36202829 / Avg: 36383815.67 / Max: 36740253Min: 36464138 / Avg: 36848310.67 / Max: 370973421. (CXX) g++ options: -m64 -lpthread -fno-exceptions -std=c++17 -pedantic -O3 -msse -msse3 -mpopcnt -msse4.1 -mssse3 -msse2 -flto -flto=jobserver

CLOMP

CLOMP is the C version of the Livermore OpenMP benchmark developed to measure OpenMP overheads and other performance impacts due to threading in order to influence future system designs. This particular test profile configuration is currently set to look at the OpenMP static schedule speed-up across all available CPU cores using the recommended test configuration. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSpeedup, More Is BetterCLOMP 1.2Static OMP SpeedupLinux 5.10.3Linux 5.11-rc11122334455SE +/- 0.09, N = 3SE +/- 0.42, N = 350.150.71. (CC) gcc options: -fopenmp -O3 -lm
OpenBenchmarking.orgSpeedup, More Is BetterCLOMP 1.2Static OMP SpeedupLinux 5.10.3Linux 5.11-rc11020304050Min: 49.9 / Avg: 50.07 / Max: 50.2Min: 50.2 / Avg: 50.67 / Max: 51.51. (CC) gcc options: -fopenmp -O3 -lm

Embree

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

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.9.0Binary: Pathtracer - Model: Asian Dragon ObjLinux 5.10.3Linux 5.11-rc1510152025SE +/- 0.03, N = 3SE +/- 0.02, N = 320.4220.39MIN: 19.57 / MAX: 20.77MIN: 19.63 / MAX: 20.71
OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.9.0Binary: Pathtracer - Model: Asian Dragon ObjLinux 5.10.3Linux 5.11-rc1510152025Min: 20.36 / Avg: 20.42 / Max: 20.47Min: 20.35 / Avg: 20.39 / Max: 20.42

Sunflow Rendering System

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

OpenBenchmarking.orgSeconds, Fewer Is BetterSunflow Rendering System 0.07.2Global Illumination + Image SynthesisLinux 5.10.3Linux 5.11-rc10.18630.37260.55890.74520.9315SE +/- 0.013, N = 15SE +/- 0.015, N = 150.8180.828MIN: 0.58 / MAX: 1.49MIN: 0.57 / MAX: 1.49
OpenBenchmarking.orgSeconds, Fewer Is BetterSunflow Rendering System 0.07.2Global Illumination + Image SynthesisLinux 5.10.3Linux 5.11-rc1246810Min: 0.73 / Avg: 0.82 / Max: 0.96Min: 0.73 / Avg: 0.83 / Max: 0.92

eSpeak-NG Speech Engine

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

OpenBenchmarking.orgSeconds, Fewer Is BettereSpeak-NG Speech Engine 20200907Text-To-Speech SynthesisLinux 5.10.3Linux 5.11-rc1714212835SE +/- 0.07, N = 4SE +/- 0.12, N = 431.0530.801. (CC) gcc options: -O2 -std=c99
OpenBenchmarking.orgSeconds, Fewer Is BettereSpeak-NG Speech Engine 20200907Text-To-Speech SynthesisLinux 5.10.3Linux 5.11-rc1714212835Min: 30.86 / Avg: 31.05 / Max: 31.18Min: 30.55 / Avg: 30.8 / Max: 31.121. (CC) gcc options: -O2 -std=c99

rav1e

Xiph rav1e is a Rust-written AV1 video encoder. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is Betterrav1e 0.4 AlphaSpeed: 6Linux 5.10.3Linux 5.11-rc10.32920.65840.98761.31681.646SE +/- 0.001, N = 3SE +/- 0.005, N = 31.4611.463
OpenBenchmarking.orgFrames Per Second, More Is Betterrav1e 0.4 AlphaSpeed: 6Linux 5.10.3Linux 5.11-rc1246810Min: 1.46 / Avg: 1.46 / Max: 1.46Min: 1.46 / Avg: 1.46 / Max: 1.47

PyPerformance

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

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: django_templateLinux 5.10.3Linux 5.11-rc11122334455SE +/- 0.27, N = 3SE +/- 0.13, N = 347.547.8
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: django_templateLinux 5.10.3Linux 5.11-rc11020304050Min: 47 / Avg: 47.53 / Max: 47.9Min: 47.7 / Avg: 47.83 / Max: 48.1

WebP Image Encode

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

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, Lossless, Highest CompressionLinux 5.10.3Linux 5.11-rc1816243240SE +/- 0.05, N = 3SE +/- 0.07, N = 336.2836.311. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff
OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, Lossless, Highest CompressionLinux 5.10.3Linux 5.11-rc1816243240Min: 36.18 / Avg: 36.28 / Max: 36.35Min: 36.23 / Avg: 36.31 / Max: 36.451. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff

PlaidML

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

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: IMDB LSTM - Device: CPULinux 5.10.3Linux 5.11-rc1150300450600750SE +/- 2.01, N = 3SE +/- 1.69, N = 3666.79672.57
OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: IMDB LSTM - Device: CPULinux 5.10.3Linux 5.11-rc1120240360480600Min: 663.75 / Avg: 666.79 / Max: 670.6Min: 669.25 / Avg: 672.57 / Max: 674.73

PyPerformance

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

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: regex_compileLinux 5.10.3Linux 5.11-rc14080120160200173173

7-Zip Compression

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

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 16.02Compress Speed TestLinux 5.10.3Linux 5.11-rc120K40K60K80K100KSE +/- 140.42, N = 3SE +/- 413.99, N = 31082091086461. (CXX) g++ options: -pipe -lpthread
OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 16.02Compress Speed TestLinux 5.10.3Linux 5.11-rc120K40K60K80K100KMin: 107998 / Avg: 108209 / Max: 108475Min: 107962 / Avg: 108645.67 / Max: 1093921. (CXX) g++ options: -pipe -lpthread

Timed FFmpeg Compilation

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

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed FFmpeg Compilation 4.2.2Time To CompileLinux 5.10.3Linux 5.11-rc1816243240SE +/- 0.06, N = 3SE +/- 0.09, N = 334.1333.96
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed FFmpeg Compilation 4.2.2Time To CompileLinux 5.10.3Linux 5.11-rc1714212835Min: 34.03 / Avg: 34.13 / Max: 34.24Min: 33.78 / Avg: 33.96 / Max: 34.06

AOM AV1

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

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 2.0Encoder Mode: Speed 0 Two-PassLinux 5.10.3Linux 5.11-rc10.06750.1350.20250.270.3375SE +/- 0.00, N = 3SE +/- 0.00, N = 30.300.301. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread
OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 2.0Encoder Mode: Speed 0 Two-PassLinux 5.10.3Linux 5.11-rc112345Min: 0.3 / Avg: 0.3 / Max: 0.31Min: 0.3 / Avg: 0.3 / Max: 0.311. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

Embree

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

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.9.0Binary: Pathtracer ISPC - Model: CrownLinux 5.10.3Linux 5.11-rc1510152025SE +/- 0.16, N = 3SE +/- 0.12, N = 318.6218.56MIN: 17.94 / MAX: 19.11MIN: 18.24 / MAX: 19.03
OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.9.0Binary: Pathtracer ISPC - Model: CrownLinux 5.10.3Linux 5.11-rc1510152025Min: 18.31 / Avg: 18.62 / Max: 18.81Min: 18.36 / Avg: 18.56 / Max: 18.77

Redis

Redis is an open-source data structure server. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 6.0.9Test: SETLinux 5.10.3Linux 5.11-rc1300K600K900K1200K1500KSE +/- 10427.33, N = 15SE +/- 7832.55, N = 31323358.981356415.921. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3
OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 6.0.9Test: SETLinux 5.10.3Linux 5.11-rc1200K400K600K800K1000KMin: 1279017.88 / Avg: 1323358.98 / Max: 1398735.75Min: 1346110.38 / Avg: 1356415.92 / Max: 13717861. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 6.0.9Test: GETLinux 5.10.3Linux 5.11-rc1300K600K900K1200K1500KSE +/- 18986.94, N = 15SE +/- 14614.92, N = 31630009.811627526.291. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3
OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 6.0.9Test: GETLinux 5.10.3Linux 5.11-rc1300K600K900K1200K1500KMin: 1506265.12 / Avg: 1630009.81 / Max: 1724744.88Min: 1600409.62 / Avg: 1627526.29 / Max: 1650534.621. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

PHPBench

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

OpenBenchmarking.orgScore, More Is BetterPHPBench 0.8.1PHP Benchmark SuiteLinux 5.10.3Linux 5.11-rc1130K260K390K520K650KSE +/- 627.03, N = 3SE +/- 3953.04, N = 3625441624427
OpenBenchmarking.orgScore, More Is BetterPHPBench 0.8.1PHP Benchmark SuiteLinux 5.10.3Linux 5.11-rc1110K220K330K440K550KMin: 624291 / Avg: 625441.33 / Max: 626449Min: 618132 / Avg: 624427.33 / Max: 631717

LibRaw

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

OpenBenchmarking.orgMpix/sec, More Is BetterLibRaw 0.20Post-Processing BenchmarkLinux 5.10.3Linux 5.11-rc1918273645SE +/- 0.07, N = 3SE +/- 0.10, N = 338.5638.801. (CXX) g++ options: -O2 -fopenmp -ljpeg -lz -lm
OpenBenchmarking.orgMpix/sec, More Is BetterLibRaw 0.20Post-Processing BenchmarkLinux 5.10.3Linux 5.11-rc1816243240Min: 38.45 / Avg: 38.56 / Max: 38.69Min: 38.61 / Avg: 38.8 / Max: 38.971. (CXX) g++ options: -O2 -fopenmp -ljpeg -lz -lm

AOM AV1

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

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 2.0Encoder Mode: Speed 6 RealtimeLinux 5.10.3Linux 5.11-rc1510152025SE +/- 0.08, N = 3SE +/- 0.07, N = 319.4019.551. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread
OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 2.0Encoder Mode: Speed 6 RealtimeLinux 5.10.3Linux 5.11-rc1510152025Min: 19.27 / Avg: 19.4 / Max: 19.55Min: 19.48 / Avg: 19.55 / Max: 19.681. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

Embree

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

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.9.0Binary: Pathtracer - Model: CrownLinux 5.10.3Linux 5.11-rc1510152025SE +/- 0.08, N = 3SE +/- 0.06, N = 319.5319.37MIN: 19.27 / MAX: 19.84MIN: 19.17 / MAX: 19.65
OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.9.0Binary: Pathtracer - Model: CrownLinux 5.10.3Linux 5.11-rc1510152025Min: 19.38 / Avg: 19.53 / Max: 19.64Min: 19.29 / Avg: 19.37 / Max: 19.48

LZ4 Compression

This test measures the time needed to compress/decompress a sample file (an Ubuntu ISO) using LZ4 compression. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 1 - Decompression SpeedLinux 5.10.3Linux 5.11-rc12K4K6K8K10KSE +/- 30.69, N = 3SE +/- 34.52, N = 311490.611447.91. (CC) gcc options: -O3
OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 1 - Decompression SpeedLinux 5.10.3Linux 5.11-rc12K4K6K8K10KMin: 11430.3 / Avg: 11490.63 / Max: 11530.6Min: 11379 / Avg: 11447.9 / Max: 11486.11. (CC) gcc options: -O3

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 1 - Compression SpeedLinux 5.10.3Linux 5.11-rc12K4K6K8K10KSE +/- 59.35, N = 3SE +/- 48.89, N = 310009.499928.601. (CC) gcc options: -O3
OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 1 - Compression SpeedLinux 5.10.3Linux 5.11-rc12K4K6K8K10KMin: 9891.06 / Avg: 10009.49 / Max: 10075.62Min: 9831.12 / Avg: 9928.6 / Max: 9983.951. (CC) gcc options: -O3

Stress-NG

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

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: CPU StressLinux 5.10.3Linux 5.11-rc113002600390052006500SE +/- 5.69, N = 3SE +/- 6.66, N = 36266.846264.331. (CC) gcc options: -O2 -std=gnu99 -lm -laio -lbsd -lcrypt -lrt -lz -ldl -lpthread -lc
OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: CPU StressLinux 5.10.3Linux 5.11-rc111002200330044005500Min: 6257.59 / Avg: 6266.84 / Max: 6277.21Min: 6251.02 / Avg: 6264.33 / Max: 6271.491. (CC) gcc options: -O2 -std=gnu99 -lm -laio -lbsd -lcrypt -lrt -lz -ldl -lpthread -lc

John The Ripper

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

OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 1.9.0-jumbo-1Test: BlowfishLinux 5.10.3Linux 5.11-rc16K12K18K24K30KSE +/- 6.17, N = 3SE +/- 3.00, N = 326397263971. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -lgmp -pthread -lm -lz -ldl -lcrypt -lbz2
OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 1.9.0-jumbo-1Test: BlowfishLinux 5.10.3Linux 5.11-rc15K10K15K20K25KMin: 26390 / Avg: 26396.67 / Max: 26409Min: 26391 / Avg: 26397 / Max: 264001. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -lgmp -pthread -lm -lz -ldl -lcrypt -lbz2

Aircrack-ng

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

OpenBenchmarking.orgk/s, More Is BetterAircrack-ng 1.5.2Linux 5.10.3Linux 5.11-rc112K24K36K48K60KSE +/- 97.98, N = 3SE +/- 73.04, N = 356766.0056548.091. (CXX) g++ options: -O3 -fvisibility=hidden -masm=intel -fcommon -rdynamic -lpthread -lz -lcrypto -lhwloc -ldl -lm -pthread
OpenBenchmarking.orgk/s, More Is BetterAircrack-ng 1.5.2Linux 5.10.3Linux 5.11-rc110K20K30K40K50KMin: 56667.44 / Avg: 56766 / Max: 56961.95Min: 56442.45 / Avg: 56548.09 / Max: 56688.281. (CXX) g++ options: -O3 -fvisibility=hidden -masm=intel -fcommon -rdynamic -lpthread -lz -lcrypto -lhwloc -ldl -lm -pthread

Stress-NG

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

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: NUMALinux 5.10.3Linux 5.11-rc190180270360450SE +/- 0.07, N = 3SE +/- 0.47, N = 3416.60413.111. (CC) gcc options: -O2 -std=gnu99 -lm -laio -lbsd -lcrypt -lrt -lz -ldl -lpthread -lc
OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: NUMALinux 5.10.3Linux 5.11-rc170140210280350Min: 416.48 / Avg: 416.6 / Max: 416.72Min: 412.43 / Avg: 413.11 / Max: 4141. (CC) gcc options: -O2 -std=gnu99 -lm -laio -lbsd -lcrypt -lrt -lz -ldl -lpthread -lc

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: System V Message PassingLinux 5.10.3Linux 5.11-rc12M4M6M8M10MSE +/- 112749.98, N = 3SE +/- 29102.47, N = 38395010.739804331.031. (CC) gcc options: -O2 -std=gnu99 -lm -laio -lbsd -lcrypt -lrt -lz -ldl -lpthread -lc
OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: System V Message PassingLinux 5.10.3Linux 5.11-rc12M4M6M8M10MMin: 8280189.87 / Avg: 8395010.73 / Max: 8620497.93Min: 9765695.64 / Avg: 9804331.03 / Max: 9861349.411. (CC) gcc options: -O2 -std=gnu99 -lm -laio -lbsd -lcrypt -lrt -lz -ldl -lpthread -lc

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: MallocLinux 5.10.3Linux 5.11-rc170M140M210M280M350MSE +/- 693009.74, N = 3SE +/- 142406.11, N = 3332331122.53331623770.641. (CC) gcc options: -O2 -std=gnu99 -lm -laio -lbsd -lcrypt -lrt -lz -ldl -lpthread -lc
OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: MallocLinux 5.10.3Linux 5.11-rc160M120M180M240M300MMin: 330945590.83 / Avg: 332331122.53 / Max: 333055730.62Min: 331346436.86 / Avg: 331623770.64 / Max: 331818588.941. (CC) gcc options: -O2 -std=gnu99 -lm -laio -lbsd -lcrypt -lrt -lz -ldl -lpthread -lc

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: SENDFILELinux 5.10.3Linux 5.11-rc180K160K240K320K400KSE +/- 302.83, N = 3SE +/- 246.88, N = 3280154.74361146.811. (CC) gcc options: -O2 -std=gnu99 -lm -laio -lbsd -lcrypt -lrt -lz -ldl -lpthread -lc
OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: SENDFILELinux 5.10.3Linux 5.11-rc160K120K180K240K300KMin: 279577.24 / Avg: 280154.74 / Max: 280601.56Min: 360834.99 / Avg: 361146.81 / Max: 361634.271. (CC) gcc options: -O2 -std=gnu99 -lm -laio -lbsd -lcrypt -lrt -lz -ldl -lpthread -lc

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: CryptoLinux 5.10.3Linux 5.11-rc110002000300040005000SE +/- 5.74, N = 3SE +/- 1.36, N = 34555.434543.911. (CC) gcc options: -O2 -std=gnu99 -lm -laio -lbsd -lcrypt -lrt -lz -ldl -lpthread -lc
OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: CryptoLinux 5.10.3Linux 5.11-rc18001600240032004000Min: 4543.96 / Avg: 4555.43 / Max: 4561.41Min: 4542.38 / Avg: 4543.91 / Max: 4546.631. (CC) gcc options: -O2 -std=gnu99 -lm -laio -lbsd -lcrypt -lrt -lz -ldl -lpthread -lc

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: Matrix MathLinux 5.10.3Linux 5.11-rc116K32K48K64K80KSE +/- 608.49, N = 3SE +/- 524.20, N = 376518.7976487.801. (CC) gcc options: -O2 -std=gnu99 -lm -laio -lbsd -lcrypt -lrt -lz -ldl -lpthread -lc
OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: Matrix MathLinux 5.10.3Linux 5.11-rc113K26K39K52K65KMin: 75895.92 / Avg: 76518.79 / Max: 77735.65Min: 75774.3 / Avg: 76487.8 / Max: 77509.81. (CC) gcc options: -O2 -std=gnu99 -lm -laio -lbsd -lcrypt -lrt -lz -ldl -lpthread -lc

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: MEMFDLinux 5.10.3Linux 5.11-rc1150300450600750SE +/- 0.29, N = 3SE +/- 0.21, N = 3712.74687.861. (CC) gcc options: -O2 -std=gnu99 -lm -laio -lbsd -lcrypt -lrt -lz -ldl -lpthread -lc
OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: MEMFDLinux 5.10.3Linux 5.11-rc1130260390520650Min: 712.18 / Avg: 712.74 / Max: 713.15Min: 687.51 / Avg: 687.86 / Max: 688.221. (CC) gcc options: -O2 -std=gnu99 -lm -laio -lbsd -lcrypt -lrt -lz -ldl -lpthread -lc

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: Glibc Qsort Data SortingLinux 5.10.3Linux 5.11-rc160120180240300SE +/- 0.93, N = 3SE +/- 1.45, N = 3268.94268.691. (CC) gcc options: -O2 -std=gnu99 -lm -laio -lbsd -lcrypt -lrt -lz -ldl -lpthread -lc
OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: Glibc Qsort Data SortingLinux 5.10.3Linux 5.11-rc150100150200250Min: 268 / Avg: 268.94 / Max: 270.8Min: 266.27 / Avg: 268.69 / Max: 271.271. (CC) gcc options: -O2 -std=gnu99 -lm -laio -lbsd -lcrypt -lrt -lz -ldl -lpthread -lc

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: Context SwitchingLinux 5.10.3Linux 5.11-rc12M4M6M8M10MSE +/- 21287.84, N = 3SE +/- 8873.37, N = 38245888.978373580.941. (CC) gcc options: -O2 -std=gnu99 -lm -laio -lbsd -lcrypt -lrt -lz -ldl -lpthread -lc
OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: Context SwitchingLinux 5.10.3Linux 5.11-rc11.5M3M4.5M6M7.5MMin: 8205143.3 / Avg: 8245888.97 / Max: 8276955.71Min: 8357358.51 / Avg: 8373580.94 / Max: 8387923.921. (CC) gcc options: -O2 -std=gnu99 -lm -laio -lbsd -lcrypt -lrt -lz -ldl -lpthread -lc

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: Glibc C String FunctionsLinux 5.10.3Linux 5.11-rc1200K400K600K800K1000KSE +/- 2853.73, N = 3SE +/- 4136.51, N = 31143670.001139389.931. (CC) gcc options: -O2 -std=gnu99 -lm -laio -lbsd -lcrypt -lrt -lz -ldl -lpthread -lc
OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: Glibc C String FunctionsLinux 5.10.3Linux 5.11-rc1200K400K600K800K1000KMin: 1140177.61 / Avg: 1143670 / Max: 1149325.64Min: 1132654.82 / Avg: 1139389.93 / Max: 1146918.111. (CC) gcc options: -O2 -std=gnu99 -lm -laio -lbsd -lcrypt -lrt -lz -ldl -lpthread -lc

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: Socket ActivityLinux 5.10.3Linux 5.11-rc12K4K6K8K10KSE +/- 36.73, N = 3SE +/- 10.98, N = 310348.9110195.331. (CC) gcc options: -O2 -std=gnu99 -lm -laio -lbsd -lcrypt -lrt -lz -ldl -lpthread -lc
OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: Socket ActivityLinux 5.10.3Linux 5.11-rc12K4K6K8K10KMin: 10288.33 / Avg: 10348.91 / Max: 10415.18Min: 10173.41 / Avg: 10195.33 / Max: 10207.591. (CC) gcc options: -O2 -std=gnu99 -lm -laio -lbsd -lcrypt -lrt -lz -ldl -lpthread -lc

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: Memory CopyingLinux 5.10.3Linux 5.11-rc114002800420056007000SE +/- 3.47, N = 3SE +/- 58.33, N = 36274.436302.551. (CC) gcc options: -O2 -std=gnu99 -lm -laio -lbsd -lcrypt -lrt -lz -ldl -lpthread -lc
OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: Memory CopyingLinux 5.10.3Linux 5.11-rc111002200330044005500Min: 6267.56 / Avg: 6274.43 / Max: 6278.7Min: 6192.41 / Avg: 6302.55 / Max: 6390.911. (CC) gcc options: -O2 -std=gnu99 -lm -laio -lbsd -lcrypt -lrt -lz -ldl -lpthread -lc

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: Vector MathLinux 5.10.3Linux 5.11-rc130K60K90K120K150KSE +/- 19.82, N = 3SE +/- 42.10, N = 3142907.67142208.711. (CC) gcc options: -O2 -std=gnu99 -lm -laio -lbsd -lcrypt -lrt -lz -ldl -lpthread -lc
OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: Vector MathLinux 5.10.3Linux 5.11-rc120K40K60K80K100KMin: 142868.09 / Avg: 142907.67 / Max: 142929.44Min: 142148.68 / Avg: 142208.71 / Max: 142289.851. (CC) gcc options: -O2 -std=gnu99 -lm -laio -lbsd -lcrypt -lrt -lz -ldl -lpthread -lc

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: SemaphoresLinux 5.10.3Linux 5.11-rc1500K1000K1500K2000K2500KSE +/- 2645.51, N = 3SE +/- 1554.06, N = 32278162.652279744.231. (CC) gcc options: -O2 -std=gnu99 -lm -laio -lbsd -lcrypt -lrt -lz -ldl -lpthread -lc
OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: SemaphoresLinux 5.10.3Linux 5.11-rc1400K800K1200K1600K2000KMin: 2273647.24 / Avg: 2278162.65 / Max: 2282808.76Min: 2277812.94 / Avg: 2279744.23 / Max: 2282818.881. (CC) gcc options: -O2 -std=gnu99 -lm -laio -lbsd -lcrypt -lrt -lz -ldl -lpthread -lc

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: ForkingLinux 5.10.3Linux 5.11-rc110K20K30K40K50KSE +/- 139.19, N = 3SE +/- 144.20, N = 344312.1245888.451. (CC) gcc options: -O2 -std=gnu99 -lm -laio -lbsd -lcrypt -lrt -lz -ldl -lpthread -lc
OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: ForkingLinux 5.10.3Linux 5.11-rc18K16K24K32K40KMin: 44117.52 / Avg: 44312.12 / Max: 44581.81Min: 45689.25 / Avg: 45888.45 / Max: 46168.661. (CC) gcc options: -O2 -std=gnu99 -lm -laio -lbsd -lcrypt -lrt -lz -ldl -lpthread -lc

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: AtomicLinux 5.10.3Linux 5.11-rc1110K220K330K440K550KSE +/- 203.22, N = 3SE +/- 77.29, N = 3510793.92511330.731. (CC) gcc options: -O2 -std=gnu99 -lm -laio -lbsd -lcrypt -lrt -lz -ldl -lpthread -lc
OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: AtomicLinux 5.10.3Linux 5.11-rc190K180K270K360K450KMin: 510444.26 / Avg: 510793.92 / Max: 511148.2Min: 511176.23 / Avg: 511330.73 / Max: 511412.271. (CC) gcc options: -O2 -std=gnu99 -lm -laio -lbsd -lcrypt -lrt -lz -ldl -lpthread -lc

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: MMAPLinux 5.10.3Linux 5.11-rc150100150200250SE +/- 0.19, N = 3SE +/- 0.12, N = 3248.17244.081. (CC) gcc options: -O2 -std=gnu99 -lm -laio -lbsd -lcrypt -lrt -lz -ldl -lpthread -lc
OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: MMAPLinux 5.10.3Linux 5.11-rc14080120160200Min: 247.79 / Avg: 248.17 / Max: 248.37Min: 243.92 / Avg: 244.08 / Max: 244.321. (CC) gcc options: -O2 -std=gnu99 -lm -laio -lbsd -lcrypt -lrt -lz -ldl -lpthread -lc

PyPerformance

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

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pathlibLinux 5.10.3Linux 5.11-rc148121620SE +/- 0.00, N = 3SE +/- 0.00, N = 317.517.4
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pathlibLinux 5.10.3Linux 5.11-rc148121620Min: 17.5 / Avg: 17.5 / Max: 17.5Min: 17.4 / Avg: 17.4 / Max: 17.4

Zstd Compression

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

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.5Compression Level: 3Linux 5.10.3Linux 5.11-rc12K4K6K8K10KSE +/- 75.92, N = 3SE +/- 95.86, N = 38027.87935.71. (CC) gcc options: -O3 -pthread -lz -llzma
OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.5Compression Level: 3Linux 5.10.3Linux 5.11-rc114002800420056007000Min: 7924.3 / Avg: 8027.83 / Max: 8175.8Min: 7826.1 / Avg: 7935.67 / Max: 8126.71. (CC) gcc options: -O3 -pthread -lz -llzma

Embree

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

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.9.0Binary: Pathtracer ISPC - Model: Asian DragonLinux 5.10.3Linux 5.11-rc1510152025SE +/- 0.03, N = 3SE +/- 0.22, N = 320.8921.07MIN: 20.71 / MAX: 22.1MIN: 20.64 / MAX: 22.63
OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.9.0Binary: Pathtracer ISPC - Model: Asian DragonLinux 5.10.3Linux 5.11-rc1510152025Min: 20.85 / Avg: 20.89 / Max: 20.96Min: 20.75 / Avg: 21.07 / Max: 21.49

AOM AV1

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

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 2.0Encoder Mode: Speed 6 Two-PassLinux 5.10.3Linux 5.11-rc10.84381.68762.53143.37524.219SE +/- 0.01, N = 3SE +/- 0.01, N = 33.753.751. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread
OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 2.0Encoder Mode: Speed 6 Two-PassLinux 5.10.3Linux 5.11-rc1246810Min: 3.74 / Avg: 3.75 / Max: 3.77Min: 3.74 / Avg: 3.75 / Max: 3.771. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

Embree

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

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.9.0Binary: Pathtracer - Model: Asian DragonLinux 5.10.3Linux 5.11-rc1510152025SE +/- 0.21, N = 3SE +/- 0.24, N = 321.0621.26MIN: 20.53 / MAX: 22.46MIN: 20.9 / MAX: 22.89
OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.9.0Binary: Pathtracer - Model: Asian DragonLinux 5.10.3Linux 5.11-rc1510152025Min: 20.65 / Avg: 21.06 / Max: 21.31Min: 20.97 / Avg: 21.26 / Max: 21.75

Polyhedron Fortran Benchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPolyhedron Fortran BenchmarksBenchmark: aermodLinux 5.10.3Linux 5.11-rc12468106.166.13

PyPerformance

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

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pickle_pure_pythonLinux 5.10.3Linux 5.11-rc1100200300400500SE +/- 2.08, N = 3SE +/- 1.53, N = 3470472
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pickle_pure_pythonLinux 5.10.3Linux 5.11-rc180160240320400Min: 466 / Avg: 470 / Max: 473Min: 470 / Avg: 472 / Max: 475

x265

This is a simple test of the x265 encoder run on the CPU with 1080p and 4K options for H.265 video encode performance with x265. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is Betterx265 3.4Video Input: Bosphorus 4KLinux 5.10.3Linux 5.11-rc1510152025SE +/- 0.03, N = 3SE +/- 0.06, N = 321.2221.321. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma
OpenBenchmarking.orgFrames Per Second, More Is Betterx265 3.4Video Input: Bosphorus 4KLinux 5.10.3Linux 5.11-rc1510152025Min: 21.17 / Avg: 21.22 / Max: 21.25Min: 21.23 / Avg: 21.32 / Max: 21.421. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

rav1e

Xiph rav1e is a Rust-written AV1 video encoder. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is Betterrav1e 0.4 AlphaSpeed: 10Linux 5.10.3Linux 5.11-rc10.721.442.162.883.6SE +/- 0.003, N = 3SE +/- 0.010, N = 33.1923.200
OpenBenchmarking.orgFrames Per Second, More Is Betterrav1e 0.4 AlphaSpeed: 10Linux 5.10.3Linux 5.11-rc1246810Min: 3.19 / Avg: 3.19 / Max: 3.2Min: 3.19 / Avg: 3.2 / Max: 3.22

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 timeseries 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: Bayesian ChangepointLinux 5.10.3Linux 5.11-rc1714212835SE +/- 0.09, N = 3SE +/- 0.18, N = 327.8027.81
OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Bayesian ChangepointLinux 5.10.3Linux 5.11-rc1612182430Min: 27.7 / Avg: 27.8 / Max: 27.98Min: 27.47 / Avg: 27.81 / Max: 28.08

Darmstadt Automotive Parallel Heterogeneous Suite

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

OpenBenchmarking.orgTest Cases Per Minute, More Is BetterDarmstadt Automotive Parallel Heterogeneous SuiteBackend: OpenMP - Kernel: NDT MappingLinux 5.10.3Linux 5.11-rc12004006008001000SE +/- 6.61, N = 3SE +/- 8.92, N = 3969.38976.771. (CXX) g++ options: -O3 -std=c++11 -fopenmp
OpenBenchmarking.orgTest Cases Per Minute, More Is BetterDarmstadt Automotive Parallel Heterogeneous SuiteBackend: OpenMP - Kernel: NDT MappingLinux 5.10.3Linux 5.11-rc12004006008001000Min: 957.7 / Avg: 969.38 / Max: 980.58Min: 959.43 / Avg: 976.77 / Max: 989.111. (CXX) g++ options: -O3 -std=c++11 -fopenmp

Unpacking Firefox

This simple test profile measures how long it takes to extract the .tar.xz source package of the Mozilla Firefox Web Browser. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterUnpacking Firefox 84.0Extracting: firefox-84.0.source.tar.xzLinux 5.10.3Linux 5.11-rc1510152025SE +/- 0.03, N = 4SE +/- 0.03, N = 420.4820.56
OpenBenchmarking.orgSeconds, Fewer Is BetterUnpacking Firefox 84.0Extracting: firefox-84.0.source.tar.xzLinux 5.10.3Linux 5.11-rc1510152025Min: 20.39 / Avg: 20.48 / Max: 20.55Min: 20.51 / Avg: 20.56 / Max: 20.62

Mlpack Benchmark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_svmLinux 5.10.3Linux 5.11-rc1612182430SE +/- 0.01, N = 3SE +/- 0.06, N = 323.0223.13
OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_svmLinux 5.10.3Linux 5.11-rc1510152025Min: 23.01 / Avg: 23.02 / Max: 23.04Min: 23.03 / Avg: 23.13 / Max: 23.23

VP9 libvpx Encoding

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

OpenBenchmarking.orgFrames Per Second, More Is BetterVP9 libvpx Encoding 1.8.2Speed: Speed 5Linux 5.10.3Linux 5.11-rc1612182430SE +/- 0.10, N = 3SE +/- 0.11, N = 323.4023.231. (CXX) g++ options: -m64 -lm -lpthread -O3 -fPIC -U_FORTIFY_SOURCE -std=c++11
OpenBenchmarking.orgFrames Per Second, More Is BetterVP9 libvpx Encoding 1.8.2Speed: Speed 5Linux 5.10.3Linux 5.11-rc1510152025Min: 23.21 / Avg: 23.4 / Max: 23.51Min: 23.05 / Avg: 23.23 / Max: 23.441. (CXX) g++ options: -m64 -lm -lpthread -O3 -fPIC -U_FORTIFY_SOURCE -std=c++11

Crafty

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

OpenBenchmarking.orgNodes Per Second, More Is BetterCrafty 25.2Elapsed TimeLinux 5.10.3Linux 5.11-rc11.6M3.2M4.8M6.4M8MSE +/- 30182.11, N = 3SE +/- 4941.26, N = 3763324776323841. (CC) gcc options: -pthread -lstdc++ -fprofile-use -lm
OpenBenchmarking.orgNodes Per Second, More Is BetterCrafty 25.2Elapsed TimeLinux 5.10.3Linux 5.11-rc11.3M2.6M3.9M5.2M6.5MMin: 7576064 / Avg: 7633247.33 / Max: 7678585Min: 7623301 / Avg: 7632383.67 / Max: 76402981. (CC) gcc options: -pthread -lstdc++ -fprofile-use -lm

PostgreSQL pgbench

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

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 100 - Mode: Read Write - Average LatencyLinux 5.10.3Linux 5.11-rc1714212835SE +/- 0.32, N = 3SE +/- 0.22, N = 330.3427.471. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 100 - Mode: Read Write - Average LatencyLinux 5.10.3Linux 5.11-rc1714212835Min: 29.84 / Avg: 30.34 / Max: 30.95Min: 27.24 / Avg: 27.47 / Max: 27.911. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 100 - Mode: Read WriteLinux 5.10.3Linux 5.11-rc18001600240032004000SE +/- 35.07, N = 3SE +/- 28.67, N = 3330036441. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 100 - Mode: Read WriteLinux 5.10.3Linux 5.11-rc16001200180024003000Min: 3233.96 / Avg: 3299.79 / Max: 3353.67Min: 3587.12 / Avg: 3644.45 / Max: 3674.081. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 50 - Mode: Read Write - Average LatencyLinux 5.10.3Linux 5.11-rc13691215SE +/- 0.00, N = 3SE +/- 0.01, N = 312.0510.611. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 50 - Mode: Read Write - Average LatencyLinux 5.10.3Linux 5.11-rc148121620Min: 12.04 / Avg: 12.05 / Max: 12.05Min: 10.6 / Avg: 10.61 / Max: 10.621. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 50 - Mode: Read WriteLinux 5.10.3Linux 5.11-rc110002000300040005000SE +/- 1.61, N = 3SE +/- 2.46, N = 3415147121. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 50 - Mode: Read WriteLinux 5.10.3Linux 5.11-rc18001600240032004000Min: 4149.57 / Avg: 4151.25 / Max: 4154.47Min: 4709.8 / Avg: 4712.43 / Max: 4717.341. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 250 - Mode: Read Only - Average LatencyLinux 5.10.3Linux 5.11-rc10.10510.21020.31530.42040.5255SE +/- 0.001, N = 3SE +/- 0.002, N = 30.4670.4661. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 250 - Mode: Read Only - Average LatencyLinux 5.10.3Linux 5.11-rc112345Min: 0.46 / Avg: 0.47 / Max: 0.47Min: 0.46 / Avg: 0.47 / Max: 0.471. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 250 - Mode: Read OnlyLinux 5.10.3Linux 5.11-rc1110K220K330K440K550KSE +/- 1662.47, N = 3SE +/- 1607.18, N = 35364125368341. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 250 - Mode: Read OnlyLinux 5.10.3Linux 5.11-rc190K180K270K360K450KMin: 534022.19 / Avg: 536411.72 / Max: 539608.74Min: 533699.49 / Avg: 536834.24 / Max: 539017.331. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 100 - Mode: Read Only - Average LatencyLinux 5.10.3Linux 5.11-rc10.04460.08920.13380.17840.223SE +/- 0.001, N = 3SE +/- 0.001, N = 30.1980.1961. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 100 - Mode: Read Only - Average LatencyLinux 5.10.3Linux 5.11-rc112345Min: 0.2 / Avg: 0.2 / Max: 0.2Min: 0.2 / Avg: 0.2 / Max: 0.21. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 100 - Mode: Read OnlyLinux 5.10.3Linux 5.11-rc1110K220K330K440K550KSE +/- 1764.57, N = 3SE +/- 2578.87, N = 35071615107141. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 100 - Mode: Read OnlyLinux 5.10.3Linux 5.11-rc190K180K270K360K450KMin: 503639.44 / Avg: 507160.7 / Max: 509125.5Min: 505694.34 / Avg: 510714.25 / Max: 514249.911. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 1 - Mode: Read Only - Average LatencyLinux 5.10.3Linux 5.11-rc10.00810.01620.02430.03240.0405SE +/- 0.000, N = 3SE +/- 0.000, N = 30.0360.0351. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 1 - Mode: Read Only - Average LatencyLinux 5.10.3Linux 5.11-rc112345Min: 0.04 / Avg: 0.04 / Max: 0.04Min: 0.04 / Avg: 0.04 / Max: 0.041. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 1 - Mode: Read OnlyLinux 5.10.3Linux 5.11-rc16K12K18K24K30KSE +/- 272.58, N = 3SE +/- 306.67, N = 327896281281. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 1 - Mode: Read OnlyLinux 5.10.3Linux 5.11-rc15K10K15K20K25KMin: 27516.31 / Avg: 27895.54 / Max: 28424.33Min: 27551.46 / Avg: 28128.11 / Max: 28597.381. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 1 - Mode: Read Write - Average LatencyLinux 5.10.3Linux 5.11-rc10.05940.11880.17820.23760.297SE +/- 0.001, N = 3SE +/- 0.001, N = 30.2640.2631. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 1 - Mode: Read Write - Average LatencyLinux 5.10.3Linux 5.11-rc112345Min: 0.26 / Avg: 0.26 / Max: 0.27Min: 0.26 / Avg: 0.26 / Max: 0.261. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 1 - Mode: Read WriteLinux 5.10.3Linux 5.11-rc18001600240032004000SE +/- 16.52, N = 3SE +/- 5.62, N = 3378238051. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 1 - Mode: Read WriteLinux 5.10.3Linux 5.11-rc17001400210028003500Min: 3761 / Avg: 3781.92 / Max: 3814.53Min: 3794.18 / Avg: 3804.66 / Max: 3813.411. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

Polyhedron Fortran Benchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPolyhedron Fortran BenchmarksBenchmark: doducLinux 5.10.3Linux 5.11-rc12468107.267.26

librsvg

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

OpenBenchmarking.orgSeconds, Fewer Is BetterlibrsvgOperation: SVG Files To PNGLinux 5.10.3Linux 5.11-rc1612182430SE +/- 0.11, N = 3SE +/- 0.08, N = 325.0825.101. rsvg-convert version 2.48.2
OpenBenchmarking.orgSeconds, Fewer Is BetterlibrsvgOperation: SVG Files To PNGLinux 5.10.3Linux 5.11-rc1612182430Min: 24.94 / Avg: 25.08 / Max: 25.29Min: 24.96 / Avg: 25.1 / Max: 25.251. rsvg-convert version 2.48.2

PyPerformance

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

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: json_loadsLinux 5.10.3Linux 5.11-rc1612182430SE +/- 0.00, N = 3SE +/- 0.03, N = 324.724.8
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: json_loadsLinux 5.10.3Linux 5.11-rc1612182430Min: 24.7 / Avg: 24.7 / Max: 24.7Min: 24.8 / Avg: 24.83 / Max: 24.9

Kvazaar

This is a test of Kvazaar as a CPU-based H.265 video encoder written in the C programming language and optimized in Assembly. Kvazaar is the winner of the 2016 ACM Open-Source Software Competition and developed at the Ultra Video Group, Tampere University, Finland. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.0Video Input: Bosphorus 4K - Video Preset: Very FastLinux 5.10.3Linux 5.11-rc1612182430SE +/- 0.02, N = 3SE +/- 0.04, N = 324.5624.901. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt
OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.0Video Input: Bosphorus 4K - Video Preset: Very FastLinux 5.10.3Linux 5.11-rc1612182430Min: 24.52 / Avg: 24.56 / Max: 24.58Min: 24.84 / Avg: 24.9 / Max: 24.991. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

PyPerformance

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

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: chaosLinux 5.10.3Linux 5.11-rc1306090120150112114

WavPack Audio Encoding

This test times how long it takes to encode a sample WAV file to WavPack format with very high quality settings. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterWavPack Audio Encoding 5.3WAV To WavPackLinux 5.10.3Linux 5.11-rc148121620SE +/- 0.01, N = 5SE +/- 0.01, N = 513.7413.741. (CXX) g++ options: -rdynamic
OpenBenchmarking.orgSeconds, Fewer Is BetterWavPack Audio Encoding 5.3WAV To WavPackLinux 5.10.3Linux 5.11-rc148121620Min: 13.73 / Avg: 13.74 / Max: 13.78Min: 13.74 / Avg: 13.74 / Max: 13.761. (CXX) g++ options: -rdynamic

PyPerformance

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

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: floatLinux 5.10.3Linux 5.11-rc1306090120150SE +/- 0.33, N = 3116117
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: floatLinux 5.10.3Linux 5.11-rc120406080100Min: 116 / Avg: 116.33 / Max: 117

Timed Apache Compilation

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

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Apache Compilation 2.4.41Time To CompileLinux 5.10.3Linux 5.11-rc1510152025SE +/- 0.04, N = 3SE +/- 0.05, N = 322.6822.61
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Apache Compilation 2.4.41Time To CompileLinux 5.10.3Linux 5.11-rc1510152025Min: 22.62 / Avg: 22.68 / Max: 22.75Min: 22.53 / Avg: 22.61 / Max: 22.69

oneDNN

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

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: IP Shapes 1D - Data Type: f32 - Engine: CPULinux 5.10.3Linux 5.11-rc10.54181.08361.62542.16722.709SE +/- 0.02630, N = 5SE +/- 0.02996, N = 42.408102.39683MIN: 2.25MIN: 2.281. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: IP Shapes 1D - Data Type: f32 - Engine: CPULinux 5.10.3Linux 5.11-rc1246810Min: 2.31 / Avg: 2.41 / Max: 2.47Min: 2.33 / Avg: 2.4 / Max: 2.461. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

Coremark

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

OpenBenchmarking.orgIterations/Sec, More Is BetterCoremark 1.0CoreMark Size 666 - Iterations Per SecondLinux 5.10.3Linux 5.11-rc1150K300K450K600K750KSE +/- 3903.98, N = 3SE +/- 5037.77, N = 3694463.10694731.591. (CC) gcc options: -O2 -lrt" -lrt
OpenBenchmarking.orgIterations/Sec, More Is BetterCoremark 1.0CoreMark Size 666 - Iterations Per SecondLinux 5.10.3Linux 5.11-rc1120K240K360K480K600KMin: 688468.16 / Avg: 694463.1 / Max: 701792.86Min: 684675.05 / Avg: 694731.59 / Max: 700295.441. (CC) gcc options: -O2 -lrt" -lrt

PyPerformance

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

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: nbodyLinux 5.10.3Linux 5.11-rc1306090120150113113

Polyhedron Fortran Benchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPolyhedron Fortran BenchmarksBenchmark: acLinux 5.10.3Linux 5.11-rc12468106.516.51

PyPerformance

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

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: crypto_pyaesLinux 5.10.3Linux 5.11-rc120406080100110110

XZ Compression

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

OpenBenchmarking.orgSeconds, Fewer Is BetterXZ Compression 5.2.4Compressing ubuntu-16.04.3-server-i386.img, Compression Level 9Linux 5.10.3Linux 5.11-rc1510152025SE +/- 0.06, N = 3SE +/- 0.10, N = 321.2321.481. (CC) gcc options: -pthread -fvisibility=hidden -O2
OpenBenchmarking.orgSeconds, Fewer Is BetterXZ Compression 5.2.4Compressing ubuntu-16.04.3-server-i386.img, Compression Level 9Linux 5.10.3Linux 5.11-rc1510152025Min: 21.17 / Avg: 21.23 / Max: 21.35Min: 21.37 / Avg: 21.48 / Max: 21.691. (CC) gcc options: -pthread -fvisibility=hidden -O2

Polyhedron Fortran Benchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPolyhedron Fortran BenchmarksBenchmark: linpkLinux 5.10.3Linux 5.11-rc10.71551.4312.14652.8623.57753.183.14

oneDNN

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

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Deconvolution Batch shapes_1d - Data Type: u8s8f32 - Engine: CPULinux 5.10.3Linux 5.11-rc11.25262.50523.75785.01046.263SE +/- 0.01913, N = 3SE +/- 0.01271, N = 35.527585.56716MIN: 5.38MIN: 5.41. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Deconvolution Batch shapes_1d - Data Type: u8s8f32 - Engine: CPULinux 5.10.3Linux 5.11-rc1246810Min: 5.5 / Avg: 5.53 / Max: 5.56Min: 5.55 / Avg: 5.57 / Max: 5.591. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

Monkey Audio Encoding

This test times how long it takes to encode a sample WAV file to Monkey's Audio APE format. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterMonkey Audio Encoding 3.99.6WAV To APELinux 5.10.3Linux 5.11-rc13691215SE +/- 0.01, N = 5SE +/- 0.01, N = 512.5012.511. (CXX) g++ options: -O3 -pedantic -rdynamic -lrt
OpenBenchmarking.orgSeconds, Fewer Is BetterMonkey Audio Encoding 3.99.6WAV To APELinux 5.10.3Linux 5.11-rc148121620Min: 12.48 / Avg: 12.5 / Max: 12.52Min: 12.48 / Avg: 12.51 / Max: 12.561. (CXX) g++ options: -O3 -pedantic -rdynamic -lrt

AOM AV1

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

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 2.0Encoder Mode: Speed 4 Two-PassLinux 5.10.3Linux 5.11-rc10.54231.08461.62692.16922.7115SE +/- 0.00, N = 3SE +/- 0.01, N = 32.412.411. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread
OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 2.0Encoder Mode: Speed 4 Two-PassLinux 5.10.3Linux 5.11-rc1246810Min: 2.4 / Avg: 2.41 / Max: 2.41Min: 2.4 / Avg: 2.41 / Max: 2.421. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

Ogg Audio Encoding

This test times how long it takes to encode a sample WAV file to Ogg format using the reference Xiph.org tools/libraries. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterOgg Audio Encoding 1.3.4WAV To OggLinux 5.10.3Linux 5.11-rc1510152025SE +/- 0.03, N = 3SE +/- 0.02, N = 320.6920.601. (CC) gcc options: -O2 -ffast-math -fsigned-char
OpenBenchmarking.orgSeconds, Fewer Is BetterOgg Audio Encoding 1.3.4WAV To OggLinux 5.10.3Linux 5.11-rc1510152025Min: 20.65 / Avg: 20.69 / Max: 20.76Min: 20.58 / Avg: 20.6 / Max: 20.641. (CC) gcc options: -O2 -ffast-math -fsigned-char

Timed MPlayer Compilation

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

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed MPlayer Compilation 1.4Time To CompileLinux 5.10.3Linux 5.11-rc1510152025SE +/- 0.02, N = 3SE +/- 0.01, N = 320.4320.42
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed MPlayer Compilation 1.4Time To CompileLinux 5.10.3Linux 5.11-rc1510152025Min: 20.39 / Avg: 20.43 / Max: 20.46Min: 20.4 / Avg: 20.42 / Max: 20.44

Darmstadt Automotive Parallel Heterogeneous Suite

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

OpenBenchmarking.orgTest Cases Per Minute, More Is BetterDarmstadt Automotive Parallel Heterogeneous SuiteBackend: OpenMP - Kernel: Euclidean ClusterLinux 5.10.3Linux 5.11-rc12004006008001000SE +/- 1.78, N = 3SE +/- 0.66, N = 31085.361084.961. (CXX) g++ options: -O3 -std=c++11 -fopenmp
OpenBenchmarking.orgTest Cases Per Minute, More Is BetterDarmstadt Automotive Parallel Heterogeneous SuiteBackend: OpenMP - Kernel: Euclidean ClusterLinux 5.10.3Linux 5.11-rc12004006008001000Min: 1083.3 / Avg: 1085.36 / Max: 1088.91Min: 1083.84 / Avg: 1084.96 / Max: 1086.141. (CXX) g++ options: -O3 -std=c++11 -fopenmp

RNNoise

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

OpenBenchmarking.orgSeconds, Fewer Is BetterRNNoise 2020-06-28Linux 5.10.3Linux 5.11-rc1510152025SE +/- 0.02, N = 3SE +/- 0.01, N = 320.1020.121. (CC) gcc options: -O2 -pedantic -fvisibility=hidden
OpenBenchmarking.orgSeconds, Fewer Is BetterRNNoise 2020-06-28Linux 5.10.3Linux 5.11-rc1510152025Min: 20.08 / Avg: 20.1 / Max: 20.15Min: 20.09 / Avg: 20.12 / Max: 20.141. (CC) gcc options: -O2 -pedantic -fvisibility=hidden

OpenSSL

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

OpenBenchmarking.orgSigns Per Second, More Is BetterOpenSSL 1.1.1RSA 4096-bit PerformanceLinux 5.10.3Linux 5.11-rc110002000300040005000SE +/- 0.71, N = 3SE +/- 3.12, N = 34579.84551.91. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl
OpenBenchmarking.orgSigns Per Second, More Is BetterOpenSSL 1.1.1RSA 4096-bit PerformanceLinux 5.10.3Linux 5.11-rc18001600240032004000Min: 4578.5 / Avg: 4579.83 / Max: 4580.9Min: 4546.4 / Avg: 4551.9 / Max: 4557.21. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl

OCRMyPDF

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

OpenBenchmarking.orgSeconds, Fewer Is BetterOCRMyPDF 9.6.0+dfsgProcessing 60 Page PDF DocumentLinux 5.10.3Linux 5.11-rc1510152025SE +/- 0.04, N = 3SE +/- 0.03, N = 319.5519.49
OpenBenchmarking.orgSeconds, Fewer Is BetterOCRMyPDF 9.6.0+dfsgProcessing 60 Page PDF DocumentLinux 5.10.3Linux 5.11-rc1510152025Min: 19.47 / Avg: 19.55 / Max: 19.6Min: 19.42 / Avg: 19.49 / Max: 19.53

dav1d

Dav1d is an open-source, speedy AV1 video decoder. This test profile times how long it takes to decode sample AV1 video content. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.7.0Video Input: Chimera 1080pLinux 5.10.3Linux 5.11-rc1130260390520650SE +/- 1.10, N = 3SE +/- 1.92, N = 3581.26585.59MIN: 460.79 / MAX: 716.22MIN: 459.26 / MAX: 720.241. (CC) gcc options: -pthread
OpenBenchmarking.orgFPS, More Is Betterdav1d 0.7.0Video Input: Chimera 1080pLinux 5.10.3Linux 5.11-rc1100200300400500Min: 579.17 / Avg: 581.26 / Max: 582.88Min: 581.77 / Avg: 585.59 / Max: 587.851. (CC) gcc options: -pthread

TNN

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

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: MobileNet v2Linux 5.10.3Linux 5.11-rc160120180240300SE +/- 0.42, N = 3SE +/- 0.07, N = 3275.51274.59MIN: 272.98 / MAX: 294.91MIN: 272.92 / MAX: 281.661. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl
OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: MobileNet v2Linux 5.10.3Linux 5.11-rc150100150200250Min: 274.94 / Avg: 275.51 / Max: 276.32Min: 274.48 / Avg: 274.59 / Max: 274.721. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl

ASTC Encoder

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

OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 2.0Preset: ThoroughLinux 5.10.3Linux 5.11-rc148121620SE +/- 0.01, N = 3SE +/- 0.01, N = 313.7913.811. (CXX) g++ options: -std=c++14 -fvisibility=hidden -O3 -flto -mfpmath=sse -mavx2 -mpopcnt -lpthread
OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 2.0Preset: ThoroughLinux 5.10.3Linux 5.11-rc148121620Min: 13.77 / Avg: 13.79 / Max: 13.8Min: 13.8 / Avg: 13.81 / Max: 13.831. (CXX) g++ options: -std=c++14 -fvisibility=hidden -O3 -flto -mfpmath=sse -mavx2 -mpopcnt -lpthread

TNN

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

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: SqueezeNet v1.1Linux 5.10.3Linux 5.11-rc160120180240300SE +/- 0.25, N = 3SE +/- 0.55, N = 3264.36263.00MIN: 261.25 / MAX: 266.06MIN: 261.08 / MAX: 265.791. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl
OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: SqueezeNet v1.1Linux 5.10.3Linux 5.11-rc150100150200250Min: 264.07 / Avg: 264.36 / Max: 264.86Min: 262.15 / Avg: 263 / Max: 264.021. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl

AOM AV1

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

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 2.0Encoder Mode: Speed 8 RealtimeLinux 5.10.3Linux 5.11-rc1816243240SE +/- 0.06, N = 3SE +/- 0.29, N = 333.9833.971. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread
OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 2.0Encoder Mode: Speed 8 RealtimeLinux 5.10.3Linux 5.11-rc1714212835Min: 33.86 / Avg: 33.98 / Max: 34.04Min: 33.41 / Avg: 33.97 / Max: 34.41. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

WebP Image Encode

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

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, LosslessLinux 5.10.3Linux 5.11-rc148121620SE +/- 0.08, N = 3SE +/- 0.16, N = 317.5717.491. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff
OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, LosslessLinux 5.10.3Linux 5.11-rc148121620Min: 17.41 / Avg: 17.57 / Max: 17.68Min: 17.31 / Avg: 17.49 / Max: 17.811. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff

Kvazaar

This is a test of Kvazaar as a CPU-based H.265 video encoder written in the C programming language and optimized in Assembly. Kvazaar is the winner of the 2016 ACM Open-Source Software Competition and developed at the Ultra Video Group, Tampere University, Finland. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.0Video Input: Bosphorus 1080p - Video Preset: SlowLinux 5.10.3Linux 5.11-rc1816243240SE +/- 0.02, N = 3SE +/- 0.03, N = 335.3536.151. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt
OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.0Video Input: Bosphorus 1080p - Video Preset: SlowLinux 5.10.3Linux 5.11-rc1816243240Min: 35.32 / Avg: 35.35 / Max: 35.38Min: 36.1 / Avg: 36.15 / Max: 36.191. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

SVT-AV1

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

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8Encoder Mode: Enc Mode 4 - Input: 1080pLinux 5.10.3Linux 5.11-rc11.21432.42863.64294.85726.0715SE +/- 0.009, N = 3SE +/- 0.009, N = 35.3885.3971. (CXX) g++ options: -O3 -fcommon -fPIE -fPIC -pie
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8Encoder Mode: Enc Mode 4 - Input: 1080pLinux 5.10.3Linux 5.11-rc1246810Min: 5.38 / Avg: 5.39 / Max: 5.41Min: 5.38 / Avg: 5.4 / Max: 5.411. (CXX) g++ options: -O3 -fcommon -fPIE -fPIC -pie

Redis

Redis is an open-source data structure server. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 6.0.9Test: LPUSHLinux 5.10.3Linux 5.11-rc1300K600K900K1200K1500KSE +/- 11678.97, N = 6SE +/- 6890.45, N = 31174489.561147579.041. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3
OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 6.0.9Test: LPUSHLinux 5.10.3Linux 5.11-rc1200K400K600K800K1000KMin: 1132684 / Avg: 1174489.56 / Max: 1216700.75Min: 1135255.38 / Avg: 1147579.04 / Max: 1159082.251. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

Kvazaar

This is a test of Kvazaar as a CPU-based H.265 video encoder written in the C programming language and optimized in Assembly. Kvazaar is the winner of the 2016 ACM Open-Source Software Competition and developed at the Ultra Video Group, Tampere University, Finland. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.0Video Input: Bosphorus 1080p - Video Preset: MediumLinux 5.10.3Linux 5.11-rc1918273645SE +/- 0.15, N = 3SE +/- 0.02, N = 336.2737.221. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt
OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.0Video Input: Bosphorus 1080p - Video Preset: MediumLinux 5.10.3Linux 5.11-rc1816243240Min: 36.09 / Avg: 36.27 / Max: 36.57Min: 37.2 / Avg: 37.22 / Max: 37.261. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

dav1d

Dav1d is an open-source, speedy AV1 video decoder. This test profile times how long it takes to decode sample AV1 video content. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.7.0Video Input: Summer Nature 4KLinux 5.10.3Linux 5.11-rc150100150200250SE +/- 0.24, N = 3SE +/- 0.77, N = 3227.34231.82MIN: 166.45 / MAX: 246.55MIN: 178.32 / MAX: 256.171. (CC) gcc options: -pthread
OpenBenchmarking.orgFPS, More Is Betterdav1d 0.7.0Video Input: Summer Nature 4KLinux 5.10.3Linux 5.11-rc14080120160200Min: 226.89 / Avg: 227.34 / Max: 227.72Min: 230.31 / Avg: 231.82 / Max: 232.871. (CC) gcc options: -pthread

Polyhedron Fortran Benchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPolyhedron Fortran BenchmarksBenchmark: mdbxLinux 5.10.3Linux 5.11-rc11.0622.1243.1864.2485.314.724.72

oneDNN

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

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: IP Shapes 1D - Data Type: u8s8f32 - Engine: CPULinux 5.10.3Linux 5.11-rc10.34390.68781.03171.37561.7195SE +/- 0.00375, N = 3SE +/- 0.00208, N = 31.522201.52847MIN: 1.49MIN: 1.491. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: IP Shapes 1D - Data Type: u8s8f32 - Engine: CPULinux 5.10.3Linux 5.11-rc1246810Min: 1.52 / Avg: 1.52 / Max: 1.53Min: 1.52 / Avg: 1.53 / Max: 1.531. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

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 timeseries 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 5.10.3Linux 5.11-rc148121620SE +/- 0.17, N = 3SE +/- 0.07, N = 314.4814.54
OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Relative EntropyLinux 5.10.3Linux 5.11-rc148121620Min: 14.21 / Avg: 14.48 / Max: 14.78Min: 14.39 / Avg: 14.54 / Max: 14.61

FLAC Audio Encoding

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

OpenBenchmarking.orgSeconds, Fewer Is BetterFLAC Audio Encoding 1.3.2WAV To FLACLinux 5.10.3Linux 5.11-rc1246810SE +/- 0.005, N = 5SE +/- 0.002, N = 58.6108.5971. (CXX) g++ options: -O2 -fvisibility=hidden -logg -lm
OpenBenchmarking.orgSeconds, Fewer Is BetterFLAC Audio Encoding 1.3.2WAV To FLACLinux 5.10.3Linux 5.11-rc13691215Min: 8.6 / Avg: 8.61 / Max: 8.63Min: 8.59 / Avg: 8.6 / Max: 8.61. (CXX) g++ options: -O2 -fvisibility=hidden -logg -lm

Intel Open Image Denoise

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

OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 1.2.0Scene: MemorialLinux 5.10.3Linux 5.11-rc148121620SE +/- 0.04, N = 3SE +/- 0.03, N = 314.2214.26
OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 1.2.0Scene: MemorialLinux 5.10.3Linux 5.11-rc148121620Min: 14.14 / Avg: 14.22 / Max: 14.29Min: 14.22 / Avg: 14.26 / Max: 14.32

Kvazaar

This is a test of Kvazaar as a CPU-based H.265 video encoder written in the C programming language and optimized in Assembly. Kvazaar is the winner of the 2016 ACM Open-Source Software Competition and developed at the Ultra Video Group, Tampere University, Finland. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.0Video Input: Bosphorus 4K - Video Preset: Ultra FastLinux 5.10.3Linux 5.11-rc11020304050SE +/- 0.05, N = 3SE +/- 0.05, N = 341.2745.071. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt
OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.0Video Input: Bosphorus 4K - Video Preset: Ultra FastLinux 5.10.3Linux 5.11-rc1918273645Min: 41.2 / Avg: 41.27 / Max: 41.36Min: 45.01 / Avg: 45.07 / Max: 45.161. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

Opus Codec Encoding

Opus is an open audio codec. Opus is a lossy audio compression format designed primarily for interactive real-time applications over the Internet. This test uses Opus-Tools and measures the time required to encode a WAV file to Opus. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterOpus Codec Encoding 1.3.1WAV To Opus EncodeLinux 5.10.3Linux 5.11-rc1246810SE +/- 0.012, N = 5SE +/- 0.020, N = 57.9787.9841. (CXX) g++ options: -fvisibility=hidden -logg -lm
OpenBenchmarking.orgSeconds, Fewer Is BetterOpus Codec Encoding 1.3.1WAV To Opus EncodeLinux 5.10.3Linux 5.11-rc13691215Min: 7.96 / Avg: 7.98 / Max: 8.03Min: 7.95 / Avg: 7.98 / Max: 8.061. (CXX) g++ options: -fvisibility=hidden -logg -lm

Redis

Redis is an open-source data structure server. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 6.0.9Test: SADDLinux 5.10.3Linux 5.11-rc1300K600K900K1200K1500KSE +/- 11341.57, N = 3SE +/- 18387.58, N = 41503178.001524665.821. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3
OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 6.0.9Test: SADDLinux 5.10.3Linux 5.11-rc1300K600K900K1200K1500KMin: 1481481.5 / Avg: 1503178 / Max: 1519756.88Min: 1486026.75 / Avg: 1524665.82 / Max: 1567749.251. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

ECP-CANDLE

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

OpenBenchmarking.orgSeconds, Fewer Is BetterECP-CANDLE 0.3Benchmark: P1B2Linux 5.10.3Linux 5.11-rc191827364537.7236.58

GNU Octave Benchmark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterGNU Octave Benchmark 5.2.0Linux 5.10.3Linux 5.11-rc1246810SE +/- 0.050, N = 5SE +/- 0.015, N = 57.4927.346
OpenBenchmarking.orgSeconds, Fewer Is BetterGNU Octave Benchmark 5.2.0Linux 5.10.3Linux 5.11-rc13691215Min: 7.35 / Avg: 7.49 / Max: 7.6Min: 7.3 / Avg: 7.35 / Max: 7.38

oneDNN

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

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Matrix Multiply Batch Shapes Transformer - Data Type: f32 - Engine: CPULinux 5.10.3Linux 5.11-rc10.21290.42580.63870.85161.0645SE +/- 0.009336, N = 3SE +/- 0.004437, N = 30.9370890.946156MIN: 0.89MIN: 0.911. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Matrix Multiply Batch Shapes Transformer - Data Type: f32 - Engine: CPULinux 5.10.3Linux 5.11-rc1246810Min: 0.92 / Avg: 0.94 / Max: 0.95Min: 0.94 / Avg: 0.95 / Max: 0.951. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Matrix Multiply Batch Shapes Transformer - Data Type: u8s8f32 - Engine: CPULinux 5.10.3Linux 5.11-rc10.41920.83841.25761.67682.096SE +/- 0.00255, N = 3SE +/- 0.00478, N = 31.821571.86329MIN: 1.78MIN: 1.821. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Matrix Multiply Batch Shapes Transformer - Data Type: u8s8f32 - Engine: CPULinux 5.10.3Linux 5.11-rc1246810Min: 1.82 / Avg: 1.82 / Max: 1.83Min: 1.85 / Avg: 1.86 / Max: 1.871. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

LibreOffice

Various benchmarking operations with the LibreOffice open-source office suite. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterLibreOfficeTest: 20 Documents To PDFLinux 5.10.3Linux 5.11-rc1246810SE +/- 0.029, N = 5SE +/- 0.034, N = 57.2087.1821. LibreOffice 6.4.3.2 40(Build:2)
OpenBenchmarking.orgSeconds, Fewer Is BetterLibreOfficeTest: 20 Documents To PDFLinux 5.10.3Linux 5.11-rc13691215Min: 7.15 / Avg: 7.21 / Max: 7.32Min: 7.13 / Avg: 7.18 / Max: 7.311. LibreOffice 6.4.3.2 40(Build:2)

Polyhedron Fortran Benchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPolyhedron Fortran BenchmarksBenchmark: airLinux 5.10.3Linux 5.11-rc10.40050.8011.20151.6022.00251.771.78

Redis

Redis is an open-source data structure server. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 6.0.9Test: LPOPLinux 5.10.3Linux 5.11-rc1300K600K900K1200K1500KSE +/- 7581.95, N = 3SE +/- 5673.37, N = 31228236.411201052.791. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3
OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 6.0.9Test: LPOPLinux 5.10.3Linux 5.11-rc1200K400K600K800K1000KMin: 1213747.62 / Avg: 1228236.41 / Max: 1239355.62Min: 1193355.62 / Avg: 1201052.79 / Max: 1212121.251. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

LAMMPS Molecular Dynamics Simulator

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

OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 29Oct2020Model: Rhodopsin ProteinLinux 5.10.3Linux 5.11-rc13691215SE +/- 0.24, N = 15SE +/- 0.16, N = 1411.5211.711. (CXX) g++ options: -O3 -pthread -lm
OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 29Oct2020Model: Rhodopsin ProteinLinux 5.10.3Linux 5.11-rc13691215Min: 9.44 / Avg: 11.52 / Max: 12.23Min: 10.05 / Avg: 11.71 / Max: 12.251. (CXX) g++ options: -O3 -pthread -lm

oneDNN

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

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Deconvolution Batch shapes_3d - Data Type: f32 - Engine: CPULinux 5.10.3Linux 5.11-rc11.11932.23863.35794.47725.5965SE +/- 0.04867, N = 15SE +/- 0.05464, N = 54.737064.97482MIN: 4.42MIN: 4.631. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Deconvolution Batch shapes_3d - Data Type: f32 - Engine: CPULinux 5.10.3Linux 5.11-rc1246810Min: 4.51 / Avg: 4.74 / Max: 5.07Min: 4.77 / Avg: 4.97 / Max: 5.081. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

x265

This is a simple test of the x265 encoder run on the CPU with 1080p and 4K options for H.265 video encode performance with x265. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is Betterx265 3.4Video Input: Bosphorus 1080pLinux 5.10.3Linux 5.11-rc11428425670SE +/- 0.12, N = 3SE +/- 0.06, N = 362.2762.291. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma
OpenBenchmarking.orgFrames Per Second, More Is Betterx265 3.4Video Input: Bosphorus 1080pLinux 5.10.3Linux 5.11-rc11224364860Min: 62.05 / Avg: 62.27 / Max: 62.44Min: 62.17 / Avg: 62.29 / Max: 62.361. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

SVT-AV1

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

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8Encoder Mode: Enc Mode 8 - Input: 1080pLinux 5.10.3Linux 5.11-rc1918273645SE +/- 0.06, N = 3SE +/- 0.21, N = 339.0139.131. (CXX) g++ options: -O3 -fcommon -fPIE -fPIC -pie
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8Encoder Mode: Enc Mode 8 - Input: 1080pLinux 5.10.3Linux 5.11-rc1816243240Min: 38.94 / Avg: 39.01 / Max: 39.13Min: 38.71 / Avg: 39.13 / Max: 39.381. (CXX) g++ options: -O3 -fcommon -fPIE -fPIC -pie

oneDNN

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

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: IP Shapes 3D - Data Type: u8s8f32 - Engine: CPULinux 5.10.3Linux 5.11-rc10.30060.60120.90181.20241.503SE +/- 0.00464, N = 3SE +/- 0.00962, N = 31.335931.26310MIN: 1.28MIN: 1.21. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: IP Shapes 3D - Data Type: u8s8f32 - Engine: CPULinux 5.10.3Linux 5.11-rc1246810Min: 1.33 / Avg: 1.34 / Max: 1.35Min: 1.25 / Avg: 1.26 / Max: 1.281. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: IP Shapes 3D - Data Type: f32 - Engine: CPULinux 5.10.3Linux 5.11-rc10.7071.4142.1212.8283.535SE +/- 0.00548, N = 3SE +/- 0.00328, N = 33.142013.08776MIN: 3.1MIN: 3.051. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: IP Shapes 3D - Data Type: f32 - Engine: CPULinux 5.10.3Linux 5.11-rc1246810Min: 3.13 / Avg: 3.14 / Max: 3.15Min: 3.08 / Avg: 3.09 / Max: 3.091. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

Timed MAFFT Alignment

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

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed MAFFT Alignment 7.471Multiple Sequence Alignment - LSU RNALinux 5.10.3Linux 5.11-rc13691215SE +/- 0.021, N = 3SE +/- 0.023, N = 39.0338.7181. (CC) gcc options: -std=c99 -O3 -lm -lpthread
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed MAFFT Alignment 7.471Multiple Sequence Alignment - LSU RNALinux 5.10.3Linux 5.11-rc13691215Min: 8.99 / Avg: 9.03 / Max: 9.06Min: 8.69 / Avg: 8.72 / Max: 8.761. (CC) gcc options: -std=c99 -O3 -lm -lpthread

LAME MP3 Encoding

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

OpenBenchmarking.orgSeconds, Fewer Is BetterLAME MP3 Encoding 3.100WAV To MP3Linux 5.10.3Linux 5.11-rc1246810SE +/- 0.008, N = 3SE +/- 0.008, N = 37.9397.9431. (CC) gcc options: -O3 -ffast-math -funroll-loops -fschedule-insns2 -fbranch-count-reg -fforce-addr -pipe -lncurses -lm
OpenBenchmarking.orgSeconds, Fewer Is BetterLAME MP3 Encoding 3.100WAV To MP3Linux 5.10.3Linux 5.11-rc13691215Min: 7.93 / Avg: 7.94 / Max: 7.95Min: 7.93 / Avg: 7.94 / Max: 7.961. (CC) gcc options: -O3 -ffast-math -funroll-loops -fschedule-insns2 -fbranch-count-reg -fforce-addr -pipe -lncurses -lm

WebP Image Encode

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

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, Highest CompressionLinux 5.10.3Linux 5.11-rc1246810SE +/- 0.006, N = 3SE +/- 0.005, N = 37.7167.7161. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff
OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, Highest CompressionLinux 5.10.3Linux 5.11-rc13691215Min: 7.71 / Avg: 7.72 / Max: 7.73Min: 7.71 / Avg: 7.72 / Max: 7.731. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff

Kvazaar

This is a test of Kvazaar as a CPU-based H.265 video encoder written in the C programming language and optimized in Assembly. Kvazaar is the winner of the 2016 ACM Open-Source Software Competition and developed at the Ultra Video Group, Tampere University, Finland. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.0Video Input: Bosphorus 1080p - Video Preset: Very FastLinux 5.10.3Linux 5.11-rc120406080100SE +/- 0.30, N = 3SE +/- 0.33, N = 371.0581.811. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt
OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.0Video Input: Bosphorus 1080p - Video Preset: Very FastLinux 5.10.3Linux 5.11-rc11632486480Min: 70.58 / Avg: 71.05 / Max: 71.61Min: 81.46 / Avg: 81.81 / Max: 82.471. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

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 timeseries 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: Windowed GaussianLinux 5.10.3Linux 5.11-rc1246810SE +/- 0.027, N = 3SE +/- 0.088, N = 37.4467.288
OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Windowed GaussianLinux 5.10.3Linux 5.11-rc13691215Min: 7.39 / Avg: 7.45 / Max: 7.48Min: 7.19 / Avg: 7.29 / Max: 7.46

ASTC Encoder

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

OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 2.0Preset: MediumLinux 5.10.3Linux 5.11-rc1246810SE +/- 0.01, N = 3SE +/- 0.00, N = 36.916.911. (CXX) g++ options: -std=c++14 -fvisibility=hidden -O3 -flto -mfpmath=sse -mavx2 -mpopcnt -lpthread
OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 2.0Preset: MediumLinux 5.10.3Linux 5.11-rc13691215Min: 6.9 / Avg: 6.91 / Max: 6.92Min: 6.9 / Avg: 6.91 / Max: 6.911. (CXX) g++ options: -std=c++14 -fvisibility=hidden -O3 -flto -mfpmath=sse -mavx2 -mpopcnt -lpthread

dav1d

Dav1d is an open-source, speedy AV1 video decoder. This test profile times how long it takes to decode sample AV1 video content. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.7.0Video Input: Summer Nature 1080pLinux 5.10.3Linux 5.11-rc1120240360480600SE +/- 2.05, N = 3SE +/- 0.44, N = 3541.83545.89MIN: 374.84 / MAX: 590.34MIN: 389.85 / MAX: 590.881. (CC) gcc options: -pthread
OpenBenchmarking.orgFPS, More Is Betterdav1d 0.7.0Video Input: Summer Nature 1080pLinux 5.10.3Linux 5.11-rc1100200300400500Min: 537.75 / Avg: 541.83 / Max: 544.28Min: 545.07 / Avg: 545.89 / Max: 546.561. (CC) gcc options: -pthread

oneDNN

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

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Convolution Batch Shapes Auto - Data Type: u8s8f32 - Engine: CPULinux 5.10.3Linux 5.11-rc1246810SE +/- 0.01174, N = 3SE +/- 0.01103, N = 36.228776.12911MIN: 6.14MIN: 6.021. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Convolution Batch Shapes Auto - Data Type: u8s8f32 - Engine: CPULinux 5.10.3Linux 5.11-rc1246810Min: 6.21 / Avg: 6.23 / Max: 6.25Min: 6.11 / Avg: 6.13 / Max: 6.141. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Convolution Batch Shapes Auto - Data Type: f32 - Engine: CPULinux 5.10.3Linux 5.11-rc11.07712.15423.23134.30845.3855SE +/- 0.02803, N = 3SE +/- 0.01338, N = 34.786914.65823MIN: 4.62MIN: 4.51. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Convolution Batch Shapes Auto - Data Type: f32 - Engine: CPULinux 5.10.3Linux 5.11-rc1246810Min: 4.74 / Avg: 4.79 / Max: 4.84Min: 4.63 / Avg: 4.66 / Max: 4.671. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

ASTC Encoder

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

OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 2.0Preset: FastLinux 5.10.3Linux 5.11-rc11.20382.40763.61144.81526.019SE +/- 0.00, N = 3SE +/- 0.01, N = 35.355.351. (CXX) g++ options: -std=c++14 -fvisibility=hidden -O3 -flto -mfpmath=sse -mavx2 -mpopcnt -lpthread
OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 2.0Preset: FastLinux 5.10.3Linux 5.11-rc1246810Min: 5.35 / Avg: 5.35 / Max: 5.35Min: 5.34 / Avg: 5.35 / Max: 5.361. (CXX) g++ options: -std=c++14 -fvisibility=hidden -O3 -flto -mfpmath=sse -mavx2 -mpopcnt -lpthread

Kvazaar

This is a test of Kvazaar as a CPU-based H.265 video encoder written in the C programming language and optimized in Assembly. Kvazaar is the winner of the 2016 ACM Open-Source Software Competition and developed at the Ultra Video Group, Tampere University, Finland. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.0Video Input: Bosphorus 1080p - Video Preset: Ultra FastLinux 5.10.3Linux 5.11-rc1306090120150SE +/- 0.45, N = 3SE +/- 0.15, N = 3110.36144.041. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt
OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.0Video Input: Bosphorus 1080p - Video Preset: Ultra FastLinux 5.10.3Linux 5.11-rc1306090120150Min: 109.57 / Avg: 110.36 / Max: 111.14Min: 143.85 / Avg: 144.04 / Max: 144.331. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

x264

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

OpenBenchmarking.orgFrames Per Second, More Is Betterx264 2019-12-17H.264 Video EncodingLinux 5.10.3Linux 5.11-rc14080120160200SE +/- 0.78, N = 3SE +/- 1.17, N = 3163.65164.361. (CC) gcc options: -ldl -lavformat -lavcodec -lavutil -lswscale -m64 -lm -lpthread -O3 -ffast-math -std=gnu99 -fPIC -fomit-frame-pointer -fno-tree-vectorize
OpenBenchmarking.orgFrames Per Second, More Is Betterx264 2019-12-17H.264 Video EncodingLinux 5.10.3Linux 5.11-rc1306090120150Min: 162.08 / Avg: 163.65 / Max: 164.44Min: 162.08 / Avg: 164.36 / Max: 165.991. (CC) gcc options: -ldl -lavformat -lavcodec -lavutil -lswscale -m64 -lm -lpthread -O3 -ffast-math -std=gnu99 -fPIC -fomit-frame-pointer -fno-tree-vectorize

SVT-VP9

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

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.1Tuning: Visual Quality Optimized - Input: Bosphorus 1080pLinux 5.10.3Linux 5.11-rc150100150200250SE +/- 0.66, N = 3SE +/- 0.62, N = 3212.07219.091. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.1Tuning: Visual Quality Optimized - Input: Bosphorus 1080pLinux 5.10.3Linux 5.11-rc14080120160200Min: 210.75 / Avg: 212.07 / Max: 212.84Min: 218.02 / Avg: 219.09 / Max: 220.181. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

oneDNN

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

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Deconvolution Batch shapes_3d - Data Type: u8s8f32 - Engine: CPULinux 5.10.3Linux 5.11-rc10.67941.35882.03822.71763.397SE +/- 0.00487, N = 3SE +/- 0.00493, N = 32.972643.01951MIN: 2.93MIN: 2.961. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Deconvolution Batch shapes_3d - Data Type: u8s8f32 - Engine: CPULinux 5.10.3Linux 5.11-rc1246810Min: 2.97 / Avg: 2.97 / Max: 2.98Min: 3.01 / Avg: 3.02 / Max: 3.031. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

SVT-VP9

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

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.1Tuning: VMAF Optimized - Input: Bosphorus 1080pLinux 5.10.3Linux 5.11-rc160120180240300SE +/- 2.05, N = 3SE +/- 0.78, N = 3255.72266.871. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.1Tuning: VMAF Optimized - Input: Bosphorus 1080pLinux 5.10.3Linux 5.11-rc150100150200250Min: 251.68 / Avg: 255.72 / Max: 258.4Min: 265.37 / Avg: 266.87 / Max: 267.981. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

WebP Image Encode

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

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100Linux 5.10.3Linux 5.11-rc10.56051.1211.68152.2422.8025SE +/- 0.000, N = 3SE +/- 0.002, N = 32.4912.4891. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff
OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100Linux 5.10.3Linux 5.11-rc1246810Min: 2.49 / Avg: 2.49 / Max: 2.49Min: 2.49 / Avg: 2.49 / Max: 2.491. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff

SVT-VP9

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

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.1Tuning: PSNR/SSIM Optimized - Input: Bosphorus 1080pLinux 5.10.3Linux 5.11-rc160120180240300SE +/- 0.75, N = 3SE +/- 0.55, N = 3264.01277.221. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.1Tuning: PSNR/SSIM Optimized - Input: Bosphorus 1080pLinux 5.10.3Linux 5.11-rc150100150200250Min: 263.04 / Avg: 264.01 / Max: 265.49Min: 276.24 / Avg: 277.22 / Max: 278.161. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

FFTE

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

OpenBenchmarking.orgMFLOPS, More Is BetterFFTE 7.0N=256, 3D Complex FFT RoutineLinux 5.10.3Linux 5.11-rc120K40K60K80K100KSE +/- 226.53, N = 3SE +/- 251.48, N = 3100233.06100019.971. (F9X) gfortran options: -O3 -fomit-frame-pointer -fopenmp
OpenBenchmarking.orgMFLOPS, More Is BetterFFTE 7.0N=256, 3D Complex FFT RoutineLinux 5.10.3Linux 5.11-rc120K40K60K80K100KMin: 99913.34 / Avg: 100233.06 / Max: 100670.9Min: 99525.53 / Avg: 100019.97 / Max: 100347.041. (F9X) gfortran options: -O3 -fomit-frame-pointer -fopenmp

WebP Image Encode

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

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: DefaultLinux 5.10.3Linux 5.11-rc10.36410.72821.09231.45641.8205SE +/- 0.001, N = 3SE +/- 0.002, N = 31.6181.6181. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff
OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: DefaultLinux 5.10.3Linux 5.11-rc1246810Min: 1.62 / Avg: 1.62 / Max: 1.62Min: 1.62 / Avg: 1.62 / Max: 1.621. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff

301 Results Shown

PlaidML
Polyhedron Fortran Benchmarks
OpenVKL
Numenta Anomaly Benchmark
PlaidML
LAMMPS Molecular Dynamics Simulator
PlaidML
Mobile Neural Network:
  inception-v3
  mobilenet-v1-1.0
  MobileNetV2_224
  resnet-v2-50
  SqueezeNetV1.0
BRL-CAD
Timed Clash Compilation
Polyhedron Fortran Benchmarks
Open Porous Media
AI Benchmark Alpha:
  Device AI Score
  Device Training Score
  Device Inference Score
Caffe
Blender
Open Porous Media
OpenVKL
Polyhedron Fortran Benchmarks
WireGuard + Linux Networking Stack Stress Test
ECP-CANDLE
Blender
Darmstadt Automotive Parallel Heterogeneous Suite
Polyhedron Fortran Benchmarks
Numpy Benchmark
Hierarchical INTegration
Tachyon
Blender
PlaidML
NCNN:
  CPU - regnety_400m
  CPU - squeezenet_ssd
  CPU - yolov4-tiny
  CPU - resnet50
  CPU - alexnet
  CPU - resnet18
  CPU - vgg16
  CPU - googlenet
  CPU - blazeface
  CPU - efficientnet-b0
  CPU - mnasnet
  CPU - shufflenet-v2
  CPU-v3-v3 - mobilenet-v3
  CPU-v2-v2 - mobilenet-v2
  CPU - mobilenet
Open Porous Media:
  Flow MPI Norne - 2
  Flow MPI Norne - 8
ECP-CANDLE
Polyhedron Fortran Benchmarks
Monte Carlo Simulations of Ionised Nebulae
Caffe
GraphicsMagick
PlaidML
Polyhedron Fortran Benchmarks
SVT-AV1
Open Porous Media
PlaidML
asmFish
Hugin
PlaidML
Caffe
BYTE Unix Benchmark
Stress-NG
YafaRay
dav1d
Timed HMMer Search
GPAW
ASTC Encoder
Blender
oneDNN
Timed GDB GNU Debugger Compilation
Polyhedron Fortran Benchmarks
Node.js V8 Web Tooling Benchmark
Numenta Anomaly Benchmark
InfluxDB
Mlpack Benchmark
VP9 libvpx Encoding
Blender
Timed Eigen Compilation
PyPerformance
Polyhedron Fortran Benchmarks
GROMACS
oneDNN:
  Recurrent Neural Network Training - u8s8f32 - CPU
  Recurrent Neural Network Training - f32 - CPU
  Recurrent Neural Network Training - bf16bf16bf16 - CPU
TensorFlow Lite
InfluxDB
PostgreSQL pgbench:
  1 - 250 - Read Write - Average Latency
  1 - 250 - Read Write
  1 - 50 - Read Only - Average Latency
  1 - 50 - Read Only
oneDNN
Build2
oneDNN:
  Recurrent Neural Network Inference - bf16bf16bf16 - CPU
  Recurrent Neural Network Inference - u8s8f32 - CPU
PyPerformance
simdjson
Caffe
KeyDB
TensorFlow Lite
OpenVINO:
  Person Detection 0106 FP16 - CPU:
    ms
    FPS
  Face Detection 0106 FP16 - CPU:
    ms
    FPS
SQLite Speedtest
OpenVINO:
  Face Detection 0106 FP32 - CPU:
    ms
    FPS
  Person Detection 0106 FP32 - CPU:
    ms
    FPS
OpenVKL
Chaos Group V-RAY
Polyhedron Fortran Benchmarks
LuxCoreRender
IndigoBench:
  CPU - Bedroom
  CPU - Supercar
LuxCoreRender
TensorFlow Lite:
  SqueezeNet
  NASNet Mobile
  Mobilenet Float
  Mobilenet Quant
PyPerformance
OpenVINO:
  Age Gender Recognition Retail 0013 FP16 - CPU:
    ms
    FPS
  Age Gender Recognition Retail 0013 FP32 - CPU:
    ms
    FPS
John The Ripper
GraphicsMagick:
  Sharpen
  Noise-Gaussian
  Enhanced
  Resizing
  Swirl
  HWB Color Space
Kvazaar
Mlpack Benchmark
LZ4 Compression:
  9 - Decompression Speed
  9 - Compression Speed
  3 - Decompression Speed
  3 - Compression Speed
Kvazaar
OpenVKL
simdjson
Mlpack Benchmark
NAMD
rav1e:
  5
  1
simdjson:
  PartialTweets
  DistinctUserID
DeepSpeech
Timed Linux Kernel Compilation
Polyhedron Fortran Benchmarks
PyPerformance
Zstd Compression
Embree
Stockfish
CLOMP
Embree
Sunflow Rendering System
eSpeak-NG Speech Engine
rav1e
PyPerformance
WebP Image Encode
PlaidML
PyPerformance
7-Zip Compression
Timed FFmpeg Compilation
AOM AV1
Embree
Redis:
  SET
  GET
PHPBench
LibRaw
AOM AV1
Embree
LZ4 Compression:
  1 - Decompression Speed
  1 - Compression Speed
Stress-NG
John The Ripper
Aircrack-ng
Stress-NG:
  NUMA
  System V Message Passing
  Malloc
  SENDFILE
  Crypto
  Matrix Math
  MEMFD
  Glibc Qsort Data Sorting
  Context Switching
  Glibc C String Functions
  Socket Activity
  Memory Copying
  Vector Math
  Semaphores
  Forking
  Atomic
  MMAP
PyPerformance
Zstd Compression
Embree
AOM AV1
Embree
Polyhedron Fortran Benchmarks
PyPerformance
x265
rav1e
Numenta Anomaly Benchmark
Darmstadt Automotive Parallel Heterogeneous Suite
Unpacking Firefox
Mlpack Benchmark
VP9 libvpx Encoding
Crafty
PostgreSQL pgbench:
  1 - 100 - Read Write - Average Latency
  1 - 100 - Read Write
  1 - 50 - Read Write - Average Latency
  1 - 50 - Read Write
  1 - 250 - Read Only - Average Latency
  1 - 250 - Read Only
  1 - 100 - Read Only - Average Latency
  1 - 100 - Read Only
  1 - 1 - Read Only - Average Latency
  1 - 1 - Read Only
  1 - 1 - Read Write - Average Latency
  1 - 1 - Read Write
Polyhedron Fortran Benchmarks
librsvg
PyPerformance
Kvazaar
PyPerformance
WavPack Audio Encoding
PyPerformance
Timed Apache Compilation
oneDNN
Coremark
PyPerformance
Polyhedron Fortran Benchmarks
PyPerformance
XZ Compression
Polyhedron Fortran Benchmarks
oneDNN
Monkey Audio Encoding
AOM AV1
Ogg Audio Encoding
Timed MPlayer Compilation
Darmstadt Automotive Parallel Heterogeneous Suite
RNNoise
OpenSSL
OCRMyPDF
dav1d
TNN
ASTC Encoder
TNN
AOM AV1
WebP Image Encode
Kvazaar
SVT-AV1
Redis
Kvazaar
dav1d
Polyhedron Fortran Benchmarks
oneDNN
Numenta Anomaly Benchmark
FLAC Audio Encoding
Intel Open Image Denoise
Kvazaar
Opus Codec Encoding
Redis
ECP-CANDLE
GNU Octave Benchmark
oneDNN:
  Matrix Multiply Batch Shapes Transformer - f32 - CPU
  Matrix Multiply Batch Shapes Transformer - u8s8f32 - CPU
LibreOffice
Polyhedron Fortran Benchmarks
Redis
LAMMPS Molecular Dynamics Simulator
oneDNN
x265
SVT-AV1
oneDNN:
  IP Shapes 3D - u8s8f32 - CPU
  IP Shapes 3D - f32 - CPU
Timed MAFFT Alignment
LAME MP3 Encoding
WebP Image Encode
Kvazaar
Numenta Anomaly Benchmark
ASTC Encoder
dav1d
oneDNN:
  Convolution Batch Shapes Auto - u8s8f32 - CPU
  Convolution Batch Shapes Auto - f32 - CPU
ASTC Encoder
Kvazaar
x264
SVT-VP9
oneDNN
SVT-VP9
WebP Image Encode
SVT-VP9
FFTE
WebP Image Encode