Core i7 4960X Intel 2020

Intel Core i7-4960X testing with a MSI X79MA-GD45 (MS-7738) v1.0 (V3.8 BIOS) and AMD FirePro V4800 1GB on Ubuntu 19.10 via the Phoronix Test Suite.

HTML result view exported from: https://openbenchmarking.org/result/2010198-FI-COREI749648&sro&grs.

Core i7 4960X Intel 2020ProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLCompilerFile-SystemScreen ResolutionLinux 5.323Intel Core i7-4960X @ 4.00GHz (6 Cores / 12 Threads)MSI X79MA-GD45 (MS-7738) v1.0 (V3.8 BIOS)Intel Xeon E7 v2/Xeon8GBVisionTek 240GBAMD FirePro V4800 1GBRealtek ALC892DELL S2409WRealtek RTL8111/8168/8411Ubuntu 19.105.3.0-40-generic (x86_64)GNOME Shell 3.34.1X Server 1.20.5modesetting 1.20.53.3 Mesa 19.2.8 (LLVM 9.0.0)GCC 9.2.1 20191008zfs1920x1080OpenBenchmarking.orgCompiler Details- --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --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 Processor Details- Scaling Governor: intel_pstate powersave - CPU Microcode: 0x42eGraphics Details- GLAMORJava Details- OpenJDK Runtime Environment (build 11.0.7+10-post-Ubuntu-2ubuntu219.10)Python Details- Python 2.7.17 + Python 3.7.5Security Details- itlb_multihit: KVM: Vulnerable + l1tf: Mitigation of PTE Inversion + mds: Mitigation of Clear buffers; SMT vulnerable + meltdown: Mitigation of PTI + 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 generic retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + tsx_async_abort: Not affected

Core i7 4960X Intel 2020mlpack: scikit_icadaphne: OpenMP - Points2Imageonednn: Recurrent Neural Network Inference - f32 - CPUstress-ng: CPU Cachemlpack: scikit_linearridgeregressionnumenta-nab: Relative Entropyonednn: Convolution Batch Shapes Auto - u8s8f32 - CPUosbench: Create Threadsonednn: Matrix Multiply Batch Shapes Transformer - u8s8f32 - CPUinfluxdb: 64 - 10000 - 2,5000,1 - 10000embree: Pathtracer - Crownstress-ng: NUMAembree: Pathtracer ISPC - Asian Dragon Objdacapobench: H2embree: Pathtracer ISPC - Crownembree: Pathtracer - Asian Dragon Objnumenta-nab: Windowed Gaussianbyte: Dhrystone 2leveldb: Seq Fillleveldb: Seq Fillncnn: CPU - resnet18neatbench: CPUleveldb: Overwritecassandra: Writesleveldb: Overwriteleveldb: Rand Readinfluxdb: 1024 - 10000 - 2,5000,1 - 10000incompact3d: Cylindernpb: EP.Cstress-ng: Atomicstress-ng: Socket Activityx265: Bosphorus 4Kosbench: Launch Programsncnn: CPU - efficientnet-b0pyperformance: python_startuplulesh: stress-ng: Memory Copyingleveldb: Seek Randosbench: Memory Allocationsleveldb: Hot Readncnn: CPU - shufflenet-v2ncnn: CPU - googlenetpyperformance: chaoskeydb: stress-ng: Context Switchingsmhasher: wyhashncnn: CPU - alexnetgromacs: Water Benchmarkpyperformance: django_templatestress-ng: System V Message Passingrnnoise: ncnn: CPU - blazefacenpb: MG.Cglmark2: 1920 x 1080botan: AES-256leveldb: Rand Deleteembree: Pathtracer - Asian Dragononednn: Deconvolution Batch deconv_3d - u8s8f32 - CPUmontage: Mosaic of M17, K band, 1.5 deg x 1.5 degpyperformance: crypto_pyaesncnn: CPU - vgg16stress-ng: MEMFDonednn: Deconvolution Batch deconv_3d - f32 - CPUosbench: Create Processesdacapobench: Jythonncnn: CPU - squeezenetgmic: Plotting Isosurface Of A 3D Volume, 1000 Timesstress-ng: Glibc Qsort Data Sortingstress-ng: CPU Stressncnn: CPU - mnasnetonednn: IP Batch 1D - f32 - CPUstress-ng: Matrix Mathncnn: CPU - yolov4-tinyncnn: CPU-v2-v2 - mobilenet-v2ncnn: CPU - resnet50ocrmypdf: Processing 60 Page PDF Documentavifenc: 0webp: Defaultstress-ng: SENDFILEncnn: CPU - mobilenetstress-ng: Glibc C String Functionsncnn: CPU-v3-v3 - mobilenet-v3lammps: Rhodopsin Proteinnumenta-nab: Bayesian Changepointbasis: ETC1Spyperformance: pathlibnpb: LU.Cstress-ng: Forkinghugin: Panorama Photo Assistant + Stitching Timeavifenc: 8avifenc: 2lzbench: Libdeflate 1 - Compressionrodinia: OpenMP CFD Solverdav1d: Chimera 1080p 10-bitmlpack: scikit_qdasystem-decompress-gzip: x265: Bosphorus 1080pnamd: ATPase Simulation - 327,506 Atomskvazaar: Bosphorus 1080p - Ultra Fastonednn: IP Batch All - f32 - CPUnpb: SP.Bnpb: BT.Cv-ray: CPUpyperformance: regex_compileoidn: Memorialbuild2: Time To Compilebuild-linux-kernel: Time To Compileleveldb: Rand Fillkvazaar: Bosphorus 1080p - Mediummocassin: Dust 2D tau100.0webp: Quality 100, Highest Compressionnumenta-nab: Earthgecko Skylinesockperf: Latency Ping Pongtnn: CPU - MobileNet v2embree: Pathtracer ISPC - Asian Dragonlzbench: Brotli 2 - Decompressionbuild-apache: Time To Compilepyperformance: json_loadssmhasher: Spooky32pyperformance: pickle_pure_pythonrodinia: OpenMP HotSpot3Doctave-benchmark: tensorflow-lite: Inception V4hint: FLOATcryptopp: Unkeyed Algorithmsrodinia: OpenMP Leukocyteonednn: Recurrent Neural Network Training - f32 - CPUwebp: Quality 100, Lossless, Highest Compressionbotan: CAST-256lzbench: Brotli 0 - Compressionbasis: UASTC Level 0botan: KASUMIbuild-llvm: Time To Compilecaffe: AlexNet - CPU - 100dav1d: Chimera 1080psvt-av1: Enc Mode 8 - 1080pnpb: EP.Dcaffe: AlexNet - CPU - 200cryptopp: Integer + Elliptic Curve Public Key Algorithmsyafaray: Total Time For Sample Scenepyperformance: 2to3brl-cad: VGR Performance Metricstress-ng: Cryptocaffe: GoogleNet - CPU - 200amg: smhasher: Spooky32tesseract-ocr: Time To OCR 7 Imagesonednn: Matrix Multiply Batch Shapes Transformer - f32 - CPUlzbench: Brotli 0 - Decompressionrawtherapee: Total Benchmark Timebotan: Blowfishstress-ng: MMAPonednn: Deconvolution Batch deconv_1d - f32 - CPUffte: N=256, 3D Complex FFT Routinecompress-7zip: Compress Speed Testcompress-zstd: 3pyperformance: raytracewebp: Quality 100onednn: Convolution Batch Shapes Auto - f32 - CPUrodinia: OpenMP LavaMDavifenc: 10basis: UASTC Level 2daphne: OpenMP - Euclidean Clusterdolfyn: Computational Fluid Dynamicscaffe: GoogleNet - CPU - 100kvazaar: Bosphorus 1080p - Very Fastdav1d: Summer Nature 1080plibraw: Post-Processing Benchmarkdaphne: OpenMP - NDT Mappingbotan: Twofishtensorflow-lite: Inception ResNet V2tnn: CPU - SqueezeNet v1.1cryptopp: Keyed Algorithmsonednn: IP Batch All - u8s8f32 - CPUstress-ng: Mallocgit: Time To Complete Common Git Commandsdav1d: Summer Nature 4Kstress-ng: Semaphoresmlpack: scikit_svmbasis: UASTC Level 2 + RDO Post-Processinggmic: 3D Elevated Function In Rand Colors, 100 Timeswebp: Quality 100, Losslessespeak: Text-To-Speech Synthesisstress-ng: Vector Mathtensorflow-lite: Mobilenet Quanthmmer: Pfam Database Searchtensorflow-lite: SqueezeNetsmhasher: fasthash32smhasher: t1ha2_atoncetensorflow-lite: NASNet Mobilerodinia: OpenMP Streamclusterbasis: UASTC Level 3smhasher: fasthash32tensorflow-lite: Mobilenet Floatsmhasher: wyhashstress-ng: RdRandsmhasher: t1ha2_atoncekvazaar: Bosphorus 4K - Ultra Fastkvazaar: Bosphorus 4K - Very Fastkvazaar: Bosphorus 1080p - Slowkvazaar: Bosphorus 4K - Mediumkvazaar: Bosphorus 4K - Slowpyperformance: nbodypyperformance: floatpyperformance: goleveldb: Rand Fillluxcorerender: Rainbow Colors and Prismluxcorerender: DLSCopenvkl: vklBenchmarksvt-av1: Enc Mode 4 - 1080psvt-av1: Enc Mode 0 - 1080pcompress-zstd: 19lzbench: Libdeflate 1 - Decompressionlzbench: Brotli 2 - Compressionlzbench: Crush 0 - Decompressionlzbench: Crush 0 - Compressionlzbench: Zstd 8 - Decompressionlzbench: Zstd 8 - Compressionlzbench: Zstd 1 - Decompressionlzbench: Zstd 1 - Compressionlzbench: XZ 0 - Decompressionlzbench: XZ 0 - Compressioninfluxdb: 4 - 10000 - 2,5000,1 - 10000cassandra: Readsgmic: 2D Function Plotting, 1000 Timesleveldb: Fill Syncleveldb: Fill Synconednn: Deconvolution Batch deconv_1d - u8s8f32 - CPUonednn: IP Batch 1D - u8s8f32 - CPUosbench: Create Filessockperf: Latency Under Loadsockperf: ThroughputLinux 5.32367.9120806.464567129428.18122.666.3250.56962.483716.3801517.87420970864.65.7470126.286.785440396.22596.048523.42833205805.2152.4388.737.127.069.122156145.7895.8971051454.3621.246725619.39204460.572630.956.4351.690737112.4213.2638.73039708.508.824100.7569635.9845.6937.00163257477.281659533.1813679.9026.950.35297.26285917.1026.0962.024757.77847736.311165.6816.671417.1972107.339135357.05328.0636.729229.060046600941.8425.44683.532547.1397.5813.192023671.8391.7312.9778.7449.813209.6911.7662666.0143.49546526.1351.983.74174.84473.08138.512432.2644899.2276.1368.928124.05620358.72072.91120.153.25625.183.1314417.34146.7512801.3110336.6659152582.60204.210165.062146.6922.912948.642259.4138.002325.4257.713863333.57533.211164.27682133.93111.2805489240333392595.35533289.764164255.4451518.6944.229106.55740610.66077.7701226.87371683286.730.871620.571435603706.428226275.734473597691236.0133156374835.8157.88730.1868.7328354191.295266.51386.8624.784717940.299469561297021743.76792.71938.4914553.5878.26858.721863.3823.5261659727.96272.3625.79431.94232.5474961647297.131462.280764109.72235069017.9664.04672.76960900.3313.73868.25875.97020.67138.97339289.17264321143.95237480943.92711253.1231118536.593113.0095993.4625799034.200185838.8144.2614.411.962.910.650.651571513449.10.800.7260.960.1640.0118.697216245485114774108940110734900526.419113200.5132391.0490.619.39168.63063166.99886219.24533897678.7819476.692270906451.35921.526.5052.81363.974116.9658668.13732991803.85.7201130.146.743839326.22746.103323.52233059413.0156.0408.537.897.108.921672149.0055.9561029071.5613.196289607.03203089.522603.186.4352.404404112.9013.1648.44167699.268.820102.0062775.9945.6737.46164256466.801640248.8613823.3827.260.34998.06350040.2726.2082.034804.80839742.849167.1336.701917.2426107.374135357.63328.3936.874728.860569596941.8425.44784.082563.7398.2113.107423605.4191.8212.9078.2649.519210.0661.7582655.3443.60543539.7251.973.74374.62073.46738.512376.7745129.6875.8388.973124.32020359.00873.26120.423.25725.293.1332517.41147.3352811.1810305.3959382592.60204.024165.611146.1862.922938.671260.2767.976324.8407.689263233.58233.311131.32684134.32211.3125488960334295678.01061290.381722255.5871518.3544.169106.82340710.63677.9591229.79471852286.060.871621.051438113714.477888275.213473596651236.1233089074843.3257.77230.1308.7166354091.462266.77686.7224.744917969.033280252296551741.26802.71638.4620553.5988.27458.734862.3023.5191659917.97272.4825.77431.77232.7044963143297.256462.569484109.82935040588.3564.04072.73960119.6613.73867.77075.93720.65738.98839291.85264281144.03337492543.91711255.9831127936.599113.0185994.0425793834.194185841.6644.2624.411.962.910.650.651571513449.10.800.7260.960.1640.0118.697216245485114774108940110734904292.016512243.6902186.9460.619.60268.65384167.42366433842967.8320582.961333331454.85422.166.2051.14564.758216.5994967.964801001969.75.5764126.986.590440296.06695.948124.01633874925.9155.8188.537.986.949.022018147.5345.8281039980.0626.255493607.33200592.592650.596.3251.592191111.1613.0645.47531709.538.949100.6082695.9175.6237.21165254471.411645592.4913840.2627.030.35398.26349001.1026.3592.044796.67840739.709166.7626.644117.3336108.158136359.65330.4336.986528.924147598242.1225.61683.552555.2897.6113.127923524.5492.3012.9878.4649.603208.8661.7562670.4343.36545105.2851.703.72375.01573.32038.712440.7045082.0176.2238.957124.67320458.86173.03120.723.27125.283.1444717.41147.0352812.3610296.4059212582.61204.789165.672146.5152.922938.654260.2497.986325.8867.707363433.48133.311153.05682134.05911.3035504107333884203.29108290.541302254.9041522.3044.281106.72540710.63477.9381227.17571828286.130.869621.991434953711.730349275.141474597911233.5433097574691.7957.80230.1708.7314954191.295266.29186.8624.764617951.560369010296971741.06802.72038.5167552.8188.26358.799862.2723.4961657827.97272.6825.80432.26232.7964966910297.429462.736519109.79535071564.9964.09472.79960296.4713.74867.64475.99020.65838.96339269.62264172143.99837499343.90711257.8831114936.608113.0425995.1625798434.194185835.0744.2624.411.962.910.650.651571513449.10.800.7260.960.1640.0118.697216245485114774108940110734909744.916617284.0742383.0870.619.01589.01427206.634791325160OpenBenchmarking.org

Mlpack Benchmark

Benchmark: scikit_ica

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_ica23Linux 5.320406080100SE +/- 1.04, N = 4SE +/- 0.96, N = 4SE +/- 0.91, N = 578.7867.8367.91

Darmstadt Automotive Parallel Heterogeneous Suite

Backend: OpenMP - Kernel: Points2Image

OpenBenchmarking.orgTest Cases Per Minute, More Is BetterDarmstadt Automotive Parallel Heterogeneous SuiteBackend: OpenMP - Kernel: Points2Image23Linux 5.34K8K12K16K20KSE +/- 76.28, N = 3SE +/- 204.38, N = 8SE +/- 245.75, N = 619476.6920582.9620806.461. (CXX) g++ options: -O3 -std=c++11 -fopenmp

oneDNN

Harness: Recurrent Neural Network Inference - Data Type: f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Recurrent Neural Network Inference - Data Type: f32 - Engine: CPU23Linux 5.3100200300400500SE +/- 1.71, N = 3SE +/- 0.09, N = 3SE +/- 1.36, N = 3451.36454.85428.18MIN: 446.84MIN: 452.76MIN: 423.121. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

Stress-NG

Test: CPU Cache

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: CPU Cache23Linux 5.3510152025SE +/- 0.27, N = 15SE +/- 0.30, N = 5SE +/- 0.21, N = 1521.5222.1622.661. (CC) gcc options: -O2 -std=gnu99 -lm -laio -lcrypt -lrt -lz -ldl -lpthread -lc

Mlpack Benchmark

Benchmark: scikit_linearridgeregression

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_linearridgeregression23Linux 5.3246810SE +/- 0.07, N = 15SE +/- 0.02, N = 3SE +/- 0.04, N = 36.506.206.32

Numenta Anomaly Benchmark

Detector: Relative Entropy

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Relative Entropy23Linux 5.31224364860SE +/- 0.35, N = 3SE +/- 0.48, N = 9SE +/- 0.17, N = 352.8151.1550.57

oneDNN

Harness: Convolution Batch Shapes Auto - Data Type: u8s8f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Convolution Batch Shapes Auto - Data Type: u8s8f32 - Engine: CPU23Linux 5.31428425670SE +/- 0.01, N = 3SE +/- 0.81, N = 3SE +/- 0.69, N = 1563.9764.7662.48MIN: 63.19MIN: 63.53MIN: 57.71. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

OSBench

Test: Create Threads

OpenBenchmarking.orgus Per Event, Fewer Is BetterOSBenchTest: Create Threads23Linux 5.348121620SE +/- 0.16, N = 3SE +/- 0.12, N = 3SE +/- 0.12, N = 316.9716.6016.381. (CC) gcc options: -lm

oneDNN

Harness: Matrix Multiply Batch Shapes Transformer - Data Type: u8s8f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Matrix Multiply Batch Shapes Transformer - Data Type: u8s8f32 - Engine: CPU23Linux 5.3246810SE +/- 0.02645, N = 3SE +/- 0.09334, N = 15SE +/- 0.08661, N = 158.137327.964807.87420MIN: 7.83MIN: 6.78MIN: 7.061. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

InfluxDB

Concurrent Streams: 64 - Batch Size: 10000 - Tags: 2,5000,1 - Points Per Series: 10000

OpenBenchmarking.orgval/sec, More Is BetterInfluxDB 1.8.2Concurrent Streams: 64 - Batch Size: 10000 - Tags: 2,5000,1 - Points Per Series: 1000023Linux 5.3200K400K600K800K1000KSE +/- 2803.79, N = 3SE +/- 7515.99, N = 3SE +/- 10965.48, N = 3991803.81001969.7970864.6

Embree

Binary: Pathtracer - Model: Crown

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.9.0Binary: Pathtracer - Model: Crown23Linux 5.31.29312.58623.87935.17246.4655SE +/- 0.0132, N = 3SE +/- 0.0204, N = 3SE +/- 0.0117, N = 35.72015.57645.7470MIN: 5.67 / MAX: 5.82MIN: 5.5 / MAX: 5.69MIN: 5.69 / MAX: 5.85

Stress-NG

Test: NUMA

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: NUMA23Linux 5.3306090120150SE +/- 0.84, N = 3SE +/- 0.81, N = 3SE +/- 0.78, N = 3130.14126.98126.281. (CC) gcc options: -O2 -std=gnu99 -lm -laio -lcrypt -lrt -lz -ldl -lpthread -lc

Embree

Binary: Pathtracer ISPC - Model: Asian Dragon Obj

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.9.0Binary: Pathtracer ISPC - Model: Asian Dragon Obj23Linux 5.3246810SE +/- 0.0093, N = 3SE +/- 0.0050, N = 3SE +/- 0.0056, N = 36.74386.59046.7854MIN: 6.68 / MAX: 6.88MIN: 6.54 / MAX: 6.72MIN: 6.75 / MAX: 6.9

DaCapo Benchmark

Java Test: H2

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: H223Linux 5.39001800270036004500SE +/- 53.08, N = 4SE +/- 43.29, N = 4SE +/- 36.67, N = 20393240294039

Embree

Binary: Pathtracer ISPC - Model: Crown

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.9.0Binary: Pathtracer ISPC - Model: Crown23Linux 5.3246810SE +/- 0.0150, N = 3SE +/- 0.0047, N = 3SE +/- 0.0180, N = 36.22746.06696.2259MIN: 6.17 / MAX: 6.35MIN: 5.99 / MAX: 6.2MIN: 6.17 / MAX: 6.35

Embree

Binary: Pathtracer - Model: Asian Dragon Obj

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.9.0Binary: Pathtracer - Model: Asian Dragon Obj23Linux 5.3246810SE +/- 0.0060, N = 3SE +/- 0.0259, N = 3SE +/- 0.0351, N = 36.10335.94816.0485MIN: 6.04 / MAX: 6.22MIN: 5.88 / MAX: 6.11MIN: 5.93 / MAX: 6.15

Numenta Anomaly Benchmark

Detector: Windowed Gaussian

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Windowed Gaussian23Linux 5.3612182430SE +/- 0.20, N = 3SE +/- 0.35, N = 3SE +/- 0.06, N = 323.5224.0223.43

BYTE Unix Benchmark

Computational Test: Dhrystone 2

OpenBenchmarking.orgLPS, More Is BetterBYTE Unix Benchmark 3.6Computational Test: Dhrystone 223Linux 5.37M14M21M28M35MSE +/- 408160.90, N = 12SE +/- 431967.21, N = 5SE +/- 409038.01, N = 1233059413.033874925.933205805.2

LevelDB

Benchmark: Sequential Fill

OpenBenchmarking.orgMicroseconds Per Op, Fewer Is BetterLevelDB 1.22Benchmark: Sequential Fill23Linux 5.3306090120150SE +/- 1.28, N = 3SE +/- 0.61, N = 3SE +/- 0.21, N = 3156.04155.82152.441. (CXX) g++ options: -O3 -lsnappy -lpthread

LevelDB

Benchmark: Sequential Fill

OpenBenchmarking.orgMB/s, More Is BetterLevelDB 1.22Benchmark: Sequential Fill23Linux 5.3246810SE +/- 0.06, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 38.58.58.71. (CXX) g++ options: -O3 -lsnappy -lpthread

NCNN

Target: CPU - Model: resnet18

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: resnet1823Linux 5.3918273645SE +/- 0.06, N = 3SE +/- 0.38, N = 3SE +/- 0.42, N = 337.8937.9837.12MIN: 37.12 / MAX: 46.05MIN: 35.42 / MAX: 61.12MIN: 35.76 / MAX: 59.151. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NeatBench

Acceleration: CPU

OpenBenchmarking.orgFPS, More Is BetterNeatBench 5Acceleration: CPU23Linux 5.3246810SE +/- 0.03, N = 3SE +/- 0.06, N = 3SE +/- 0.06, N = 37.106.947.06

LevelDB

Benchmark: Overwrite

OpenBenchmarking.orgMB/s, More Is BetterLevelDB 1.22Benchmark: Overwrite23Linux 5.33691215SE +/- 0.09, N = 3SE +/- 0.06, N = 3SE +/- 0.00, N = 38.99.09.11. (CXX) g++ options: -O3 -lsnappy -lpthread

Apache Cassandra

Test: Writes

OpenBenchmarking.orgOp/s, More Is BetterApache Cassandra 3.11.4Test: Writes23Linux 5.35K10K15K20K25KSE +/- 171.94, N = 14SE +/- 202.09, N = 3SE +/- 196.83, N = 3216722201822156

LevelDB

Benchmark: Overwrite

OpenBenchmarking.orgMicroseconds Per Op, Fewer Is BetterLevelDB 1.22Benchmark: Overwrite23Linux 5.3306090120150SE +/- 1.36, N = 3SE +/- 1.03, N = 3SE +/- 0.27, N = 3149.01147.53145.791. (CXX) g++ options: -O3 -lsnappy -lpthread

LevelDB

Benchmark: Random Read

OpenBenchmarking.orgMicroseconds Per Op, Fewer Is BetterLevelDB 1.22Benchmark: Random Read23Linux 5.31.34012.68024.02035.36046.7005SE +/- 0.077, N = 5SE +/- 0.067, N = 3SE +/- 0.058, N = 35.9565.8285.8971. (CXX) g++ options: -O3 -lsnappy -lpthread

InfluxDB

Concurrent Streams: 1024 - Batch Size: 10000 - Tags: 2,5000,1 - Points Per Series: 10000

OpenBenchmarking.orgval/sec, More Is BetterInfluxDB 1.8.2Concurrent Streams: 1024 - Batch Size: 10000 - Tags: 2,5000,1 - Points Per Series: 1000023Linux 5.3200K400K600K800K1000KSE +/- 6863.89, N = 3SE +/- 15644.14, N = 3SE +/- 8454.54, N = 31029071.51039980.01051454.3

Incompact3D

Input: Cylinder

OpenBenchmarking.orgSeconds, Fewer Is BetterIncompact3D 2020-09-17Input: Cylinder23Linux 5.3140280420560700SE +/- 3.47, N = 3SE +/- 5.55, N = 3SE +/- 9.64, N = 3613.20626.26621.251. (F9X) gfortran options: -cpp -funroll-loops -floop-optimize -fcray-pointer -fbacktrace -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi

NAS Parallel Benchmarks

Test / Class: EP.C

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: EP.C23Linux 5.3130260390520650SE +/- 9.90, N = 3SE +/- 0.32, N = 3SE +/- 6.77, N = 3607.03607.33619.391. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Open MPI 3.1.3

Stress-NG

Test: Atomic

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: Atomic23Linux 5.340K80K120K160K200KSE +/- 2446.96, N = 15SE +/- 2384.63, N = 15SE +/- 2400.41, N = 15203089.52200592.59204460.571. (CC) gcc options: -O2 -std=gnu99 -lm -laio -lcrypt -lrt -lz -ldl -lpthread -lc

Stress-NG

Test: Socket Activity

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: Socket Activity23Linux 5.36001200180024003000SE +/- 21.52, N = 3SE +/- 24.29, N = 3SE +/- 22.16, N = 32603.182650.592630.951. (CC) gcc options: -O2 -std=gnu99 -lm -laio -lcrypt -lrt -lz -ldl -lpthread -lc

x265

Video Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is Betterx265 3.4Video Input: Bosphorus 4K23Linux 5.3246810SE +/- 0.04, N = 3SE +/- 0.05, N = 3SE +/- 0.05, N = 36.436.326.431. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

OSBench

Test: Launch Programs

OpenBenchmarking.orgus Per Event, Fewer Is BetterOSBenchTest: Launch Programs23Linux 5.31224364860SE +/- 0.25, N = 3SE +/- 0.04, N = 3SE +/- 0.13, N = 352.4051.5951.691. (CC) gcc options: -lm

NCNN

Target: CPU - Model: efficientnet-b0

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: efficientnet-b023Linux 5.3306090120150SE +/- 0.33, N = 3SE +/- 0.48, N = 3SE +/- 0.08, N = 3112.90111.16112.42MIN: 110.98 / MAX: 194.97MIN: 108.9 / MAX: 194.49MIN: 110.57 / MAX: 135.551. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

PyPerformance

Benchmark: python_startup

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: python_startup23Linux 5.33691215SE +/- 0.12, N = 3SE +/- 0.06, N = 3SE +/- 0.15, N = 313.113.013.2

LULESH

OpenBenchmarking.orgz/s, More Is BetterLULESH 2.0.323Linux 5.3140280420560700SE +/- 7.22, N = 3SE +/- 2.81, N = 3SE +/- 7.56, N = 3648.44645.48638.731. (CXX) g++ options: -O3 -fopenmp -lm -pthread -lmpi_cxx -lmpi

Stress-NG

Test: Memory Copying

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: Memory Copying23Linux 5.3150300450600750SE +/- 1.75, N = 3SE +/- 1.86, N = 3SE +/- 0.58, N = 3699.26709.53708.501. (CC) gcc options: -O2 -std=gnu99 -lm -laio -lcrypt -lrt -lz -ldl -lpthread -lc

LevelDB

Benchmark: Seek Random

OpenBenchmarking.orgMicroseconds Per Op, Fewer Is BetterLevelDB 1.22Benchmark: Seek Random23Linux 5.3246810SE +/- 0.145, N = 3SE +/- 0.133, N = 3SE +/- 0.130, N = 38.8208.9498.8241. (CXX) g++ options: -O3 -lsnappy -lpthread

OSBench

Test: Memory Allocations

OpenBenchmarking.orgNs Per Event, Fewer Is BetterOSBenchTest: Memory Allocations23Linux 5.320406080100SE +/- 0.28, N = 3SE +/- 0.12, N = 3SE +/- 0.09, N = 3102.01100.61100.761. (CC) gcc options: -lm

LevelDB

Benchmark: Hot Read

OpenBenchmarking.orgMicroseconds Per Op, Fewer Is BetterLevelDB 1.22Benchmark: Hot Read23Linux 5.31.34872.69744.04615.39486.7435SE +/- 0.059, N = 3SE +/- 0.012, N = 3SE +/- 0.058, N = 95.9945.9175.9841. (CXX) g++ options: -O3 -lsnappy -lpthread

NCNN

Target: CPU - Model: shufflenet-v2

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: shufflenet-v223Linux 5.31.28032.56063.84095.12126.4015SE +/- 0.02, N = 3SE +/- 0.06, N = 3SE +/- 0.06, N = 35.675.625.69MIN: 5.62 / MAX: 8.24MIN: 5.35 / MAX: 9.16MIN: 5.55 / MAX: 18.531. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: googlenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: googlenet23Linux 5.3918273645SE +/- 0.27, N = 3SE +/- 0.16, N = 3SE +/- 0.20, N = 337.4637.2137.00MIN: 36.97 / MAX: 56.71MIN: 36.8 / MAX: 46.13MIN: 36.18 / MAX: 42.441. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

PyPerformance

Benchmark: chaos

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: chaos23Linux 5.34080120160200164165163

KeyDB

OpenBenchmarking.orgOps/sec, More Is BetterKeyDB 6.0.1623Linux 5.360K120K180K240K300KSE +/- 461.96, N = 3SE +/- 3662.06, N = 3SE +/- 2596.47, N = 3256466.80254471.41257477.281. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

Stress-NG

Test: Context Switching

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: Context Switching23Linux 5.3400K800K1200K1600K2000KSE +/- 13890.18, N = 3SE +/- 12187.34, N = 3SE +/- 12658.86, N = 31640248.861645592.491659533.181. (CC) gcc options: -O2 -std=gnu99 -lm -laio -lcrypt -lrt -lz -ldl -lpthread -lc

SMHasher

Hash: wyhash

OpenBenchmarking.orgMiB/sec, More Is BetterSMHasher 2020-02-29Hash: wyhash23Linux 5.33K6K9K12K15KSE +/- 121.84, N = 3SE +/- 45.88, N = 3SE +/- 23.76, N = 313823.3813840.2613679.901. (CXX) g++ options: -march=native -O3 -lpthread

NCNN

Target: CPU - Model: alexnet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: alexnet23Linux 5.3612182430SE +/- 0.03, N = 3SE +/- 0.12, N = 3SE +/- 0.10, N = 327.2627.0326.95MIN: 26.64 / MAX: 46.16MIN: 26.42 / MAX: 31.74MIN: 26.43 / MAX: 31.941. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

GROMACS

Water Benchmark

OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2020.3Water Benchmark23Linux 5.30.07940.15880.23820.31760.397SE +/- 0.001, N = 3SE +/- 0.001, N = 3SE +/- 0.001, N = 30.3490.3530.3521. (CXX) g++ options: -O3 -pthread -lrt -lpthread -lm

PyPerformance

Benchmark: django_template

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: django_template23Linux 5.320406080100SE +/- 0.12, N = 3SE +/- 0.12, N = 3SE +/- 0.09, N = 398.098.297.2

Stress-NG

Test: System V Message Passing

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: System V Message Passing23Linux 5.31.4M2.8M4.2M5.6M7MSE +/- 61448.17, N = 9SE +/- 60575.70, N = 3SE +/- 53048.21, N = 36350040.276349001.106285917.101. (CC) gcc options: -O2 -std=gnu99 -lm -laio -lcrypt -lrt -lz -ldl -lpthread -lc

RNNoise

OpenBenchmarking.orgSeconds, Fewer Is BetterRNNoise 2020-06-2823Linux 5.3612182430SE +/- 0.16, N = 3SE +/- 0.14, N = 3SE +/- 0.04, N = 326.2126.3626.101. (CC) gcc options: -O2 -pedantic -fvisibility=hidden

NCNN

Target: CPU - Model: blazeface

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: blazeface23Linux 5.30.4590.9181.3771.8362.295SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 32.032.042.02MIN: 1.98 / MAX: 2.12MIN: 1.96 / MAX: 4.34MIN: 1.95 / MAX: 8.361. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NAS Parallel Benchmarks

Test / Class: MG.C

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: MG.C23Linux 5.310002000300040005000SE +/- 5.63, N = 3SE +/- 5.98, N = 3SE +/- 4.85, N = 34804.804796.674757.771. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Open MPI 3.1.3

GLmark2

Resolution: 1920 x 1080

OpenBenchmarking.orgScore, More Is BetterGLmark2 2020.04Resolution: 1920 x 108023Linux 5.32004006008001000839840847

Botan

Test: AES-256

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.13.0Test: AES-25623Linux 5.3160320480640800SE +/- 1.92, N = 3SE +/- 0.34, N = 3SE +/- 2.14, N = 3742.85739.71736.311. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt

LevelDB

Benchmark: Random Delete

OpenBenchmarking.orgMicroseconds Per Op, Fewer Is BetterLevelDB 1.22Benchmark: Random Delete23Linux 5.34080120160200SE +/- 0.20, N = 3SE +/- 0.32, N = 3SE +/- 0.07, N = 3167.13166.76165.681. (CXX) g++ options: -O3 -lsnappy -lpthread

Embree

Binary: Pathtracer - Model: Asian Dragon

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.9.0Binary: Pathtracer - Model: Asian Dragon23Linux 5.3246810SE +/- 0.0354, N = 3SE +/- 0.0202, N = 3SE +/- 0.0263, N = 36.70196.64416.6714MIN: 6.6 / MAX: 6.81MIN: 6.56 / MAX: 6.76MIN: 6.6 / MAX: 6.79

oneDNN

Harness: Deconvolution Batch deconv_3d - Data Type: u8s8f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Deconvolution Batch deconv_3d - Data Type: u8s8f32 - Engine: CPU23Linux 5.348121620SE +/- 0.09, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 317.2417.3317.20MIN: 16.58MIN: 16.58MIN: 16.541. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

Montage Astronomical Image Mosaic Engine

Mosaic of M17, K band, 1.5 deg x 1.5 deg

OpenBenchmarking.orgSeconds, Fewer Is BetterMontage Astronomical Image Mosaic Engine 6.0Mosaic of M17, K band, 1.5 deg x 1.5 deg23Linux 5.320406080100SE +/- 1.27, N = 3SE +/- 1.20, N = 3SE +/- 0.53, N = 3107.37108.16107.341. (CC) gcc options: -std=gnu99 -lcfitsio -lm -O2

PyPerformance

Benchmark: crypto_pyaes

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: crypto_pyaes23Linux 5.3306090120150135136135

NCNN

Target: CPU - Model: vgg16

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: vgg1623Linux 5.380160240320400SE +/- 1.82, N = 3SE +/- 0.49, N = 3SE +/- 1.04, N = 3357.63359.65357.05MIN: 347.8 / MAX: 392.36MIN: 347.86 / MAX: 380.9MIN: 341.42 / MAX: 410.071. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Stress-NG

Test: MEMFD

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: MEMFD23Linux 5.370140210280350SE +/- 3.04, N = 3SE +/- 0.45, N = 3SE +/- 3.85, N = 3328.39330.43328.061. (CC) gcc options: -O2 -std=gnu99 -lm -laio -lcrypt -lrt -lz -ldl -lpthread -lc

oneDNN

Harness: Deconvolution Batch deconv_3d - Data Type: f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Deconvolution Batch deconv_3d - Data Type: f32 - Engine: CPU23Linux 5.3918273645SE +/- 0.12, N = 3SE +/- 0.13, N = 3SE +/- 0.03, N = 336.8736.9936.73MIN: 36.62MIN: 36.72MIN: 36.591. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

OSBench

Test: Create Processes

OpenBenchmarking.orgus Per Event, Fewer Is BetterOSBenchTest: Create Processes23Linux 5.3714212835SE +/- 0.10, N = 3SE +/- 0.05, N = 3SE +/- 0.28, N = 328.8628.9229.061. (CC) gcc options: -lm

DaCapo Benchmark

Java Test: Jython

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: Jython23Linux 5.313002600390052006500SE +/- 53.57, N = 4SE +/- 30.91, N = 4SE +/- 52.85, N = 4596959826009

NCNN

Target: CPU - Model: squeezenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: squeezenet23Linux 5.31020304050SE +/- 0.13, N = 3SE +/- 0.20, N = 3SE +/- 0.14, N = 341.8442.1241.84MIN: 40.68 / MAX: 64.6MIN: 40.78 / MAX: 56.48MIN: 40.49 / MAX: 64.341. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

G'MIC

Test: Plotting Isosurface Of A 3D Volume, 1000 Times

OpenBenchmarking.orgSeconds, Fewer Is BetterG'MICTest: Plotting Isosurface Of A 3D Volume, 1000 Times23Linux 5.3612182430SE +/- 0.32, N = 3SE +/- 0.32, N = 3SE +/- 0.18, N = 325.4525.6225.451. Version 2.4.5, Copyright (c) 2008-2019, David Tschumperle.

Stress-NG

Test: Glibc Qsort Data Sorting

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: Glibc Qsort Data Sorting23Linux 5.320406080100SE +/- 0.13, N = 3SE +/- 0.08, N = 3SE +/- 0.60, N = 384.0883.5583.531. (CC) gcc options: -O2 -std=gnu99 -lm -laio -lcrypt -lrt -lz -ldl -lpthread -lc

Stress-NG

Test: CPU Stress

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: CPU Stress23Linux 5.36001200180024003000SE +/- 7.75, N = 3SE +/- 6.95, N = 3SE +/- 1.41, N = 32563.732555.282547.131. (CC) gcc options: -O2 -std=gnu99 -lm -laio -lcrypt -lrt -lz -ldl -lpthread -lc

NCNN

Target: CPU - Model: mnasnet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: mnasnet23Linux 5.320406080100SE +/- 0.08, N = 3SE +/- 0.32, N = 3SE +/- 0.44, N = 398.2197.6197.58MIN: 97.34 / MAX: 122.16MIN: 96.31 / MAX: 103.88MIN: 96.04 / MAX: 120.41. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

oneDNN

Harness: IP Batch 1D - Data Type: f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: IP Batch 1D - Data Type: f32 - Engine: CPU23Linux 5.33691215SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 313.1113.1313.19MIN: 13.01MIN: 13.01MIN: 13.051. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

Stress-NG

Test: Matrix Math

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: Matrix Math23Linux 5.35K10K15K20K25KSE +/- 45.57, N = 3SE +/- 98.55, N = 3SE +/- 24.40, N = 323605.4123524.5423671.831. (CC) gcc options: -O2 -std=gnu99 -lm -laio -lcrypt -lrt -lz -ldl -lpthread -lc

NCNN

Target: CPU - Model: yolov4-tiny

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: yolov4-tiny23Linux 5.320406080100SE +/- 0.88, N = 3SE +/- 0.74, N = 3SE +/- 1.34, N = 391.8292.3091.73MIN: 89.61 / MAX: 112.75MIN: 89.69 / MAX: 111.81MIN: 88.81 / MAX: 111.561. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU-v2-v2 - Model: mobilenet-v2

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU-v2-v2 - Model: mobilenet-v223Linux 5.33691215SE +/- 0.08, N = 3SE +/- 0.04, N = 3SE +/- 0.07, N = 312.9012.9812.97MIN: 12.35 / MAX: 20.14MIN: 12.48 / MAX: 18.55MIN: 12.45 / MAX: 19.181. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: resnet50

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: resnet5023Linux 5.320406080100SE +/- 1.17, N = 3SE +/- 0.58, N = 3SE +/- 0.65, N = 378.2678.4678.74MIN: 76.45 / MAX: 85.57MIN: 76.5 / MAX: 105.61MIN: 76.4 / MAX: 100.471. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OCRMyPDF

Processing 60 Page PDF Document

OpenBenchmarking.orgSeconds, Fewer Is BetterOCRMyPDF 9.0.3+dfsgProcessing 60 Page PDF Document23Linux 5.31122334455SE +/- 0.33, N = 3SE +/- 0.32, N = 3SE +/- 0.22, N = 349.5249.6049.81

libavif avifenc

Encoder Speed: 0

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.7.3Encoder Speed: 023Linux 5.350100150200250SE +/- 0.10, N = 3SE +/- 0.41, N = 3SE +/- 0.34, N = 3210.07208.87209.691. (CXX) g++ options: -O3 -fPIC

WebP Image Encode

Encode Settings: Default

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Default23Linux 5.30.39740.79481.19221.58961.987SE +/- 0.001, N = 3SE +/- 0.002, N = 3SE +/- 0.011, N = 31.7581.7561.7661. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff

Stress-NG

Test: SENDFILE

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: SENDFILE23Linux 5.36001200180024003000SE +/- 28.65, N = 15SE +/- 27.95, N = 15SE +/- 29.05, N = 152655.342670.432666.011. (CC) gcc options: -O2 -std=gnu99 -lm -laio -lcrypt -lrt -lz -ldl -lpthread -lc

NCNN

Target: CPU - Model: mobilenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: mobilenet23Linux 5.31020304050SE +/- 0.12, N = 3SE +/- 0.15, N = 3SE +/- 0.02, N = 343.6043.3643.49MIN: 42.23 / MAX: 65.82MIN: 42.83 / MAX: 47.31MIN: 42.04 / MAX: 67.111. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Stress-NG

Test: Glibc C String Functions

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: Glibc C String Functions23Linux 5.3120K240K360K480K600KSE +/- 3212.34, N = 3SE +/- 1986.37, N = 3SE +/- 2748.16, N = 3543539.72545105.28546526.131. (CC) gcc options: -O2 -std=gnu99 -lm -laio -lcrypt -lrt -lz -ldl -lpthread -lc

NCNN

Target: CPU-v3-v3 - Model: mobilenet-v3

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU-v3-v3 - Model: mobilenet-v323Linux 5.31224364860SE +/- 0.27, N = 3SE +/- 0.42, N = 3SE +/- 0.31, N = 351.9751.7051.98MIN: 51.11 / MAX: 76.59MIN: 50.36 / MAX: 78.83MIN: 50.94 / MAX: 61.951. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

LAMMPS Molecular Dynamics Simulator

Model: Rhodopsin Protein

OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 24Aug2020Model: Rhodopsin Protein23Linux 5.30.84221.68442.52663.36884.211SE +/- 0.006, N = 3SE +/- 0.022, N = 3SE +/- 0.008, N = 33.7433.7233.7411. (CXX) g++ options: -O3 -pthread -lm

Numenta Anomaly Benchmark

Detector: Bayesian Changepoint

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Bayesian Changepoint23Linux 5.320406080100SE +/- 0.42, N = 3SE +/- 0.47, N = 3SE +/- 0.18, N = 374.6275.0274.84

Basis Universal

Settings: ETC1S

OpenBenchmarking.orgSeconds, Fewer Is BetterBasis Universal 1.12Settings: ETC1S23Linux 5.31632486480SE +/- 0.08, N = 3SE +/- 0.13, N = 3SE +/- 0.04, N = 373.4773.3273.081. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread

PyPerformance

Benchmark: pathlib

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pathlib23Linux 5.3918273645SE +/- 0.06, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 338.538.738.5

NAS Parallel Benchmarks

Test / Class: LU.C

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: LU.C23Linux 5.33K6K9K12K15KSE +/- 5.67, N = 3SE +/- 4.20, N = 3SE +/- 6.67, N = 312376.7712440.7012432.261. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Open MPI 3.1.3

Stress-NG

Test: Forking

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: Forking23Linux 5.310K20K30K40K50KSE +/- 125.92, N = 3SE +/- 120.51, N = 3SE +/- 202.61, N = 345129.6845082.0144899.221. (CC) gcc options: -O2 -std=gnu99 -lm -laio -lcrypt -lrt -lz -ldl -lpthread -lc

Hugin

Panorama Photo Assistant + Stitching Time

OpenBenchmarking.orgSeconds, Fewer Is BetterHuginPanorama Photo Assistant + Stitching Time23Linux 5.320406080100SE +/- 0.61, N = 3SE +/- 0.52, N = 3SE +/- 0.53, N = 375.8476.2276.14

libavif avifenc

Encoder Speed: 8

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.7.3Encoder Speed: 823Linux 5.33691215SE +/- 0.016, N = 3SE +/- 0.003, N = 3SE +/- 0.002, N = 38.9738.9578.9281. (CXX) g++ options: -O3 -fPIC

libavif avifenc

Encoder Speed: 2

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.7.3Encoder Speed: 223Linux 5.3306090120150SE +/- 0.12, N = 3SE +/- 0.33, N = 3SE +/- 0.36, N = 3124.32124.67124.061. (CXX) g++ options: -O3 -fPIC

lzbench

Test: Libdeflate 1 - Process: Compression

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Libdeflate 1 - Process: Compression23Linux 5.34080120160200SE +/- 0.33, N = 32032042031. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

Rodinia

Test: OpenMP CFD Solver

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP CFD Solver23Linux 5.31326395265SE +/- 0.14, N = 3SE +/- 0.03, N = 3SE +/- 0.08, N = 359.0158.8658.721. (CXX) g++ options: -O2 -lOpenCL

dav1d

Video Input: Chimera 1080p 10-bit

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.7.0Video Input: Chimera 1080p 10-bit23Linux 5.31632486480SE +/- 0.06, N = 3SE +/- 0.15, N = 3SE +/- 0.11, N = 373.2673.0372.91MIN: 47.54 / MAX: 172.18MIN: 47.48 / MAX: 170.99MIN: 47.42 / MAX: 171.081. (CC) gcc options: -pthread

Mlpack Benchmark

Benchmark: scikit_qda

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_qda23Linux 5.3306090120150SE +/- 0.54, N = 3SE +/- 0.35, N = 3SE +/- 0.66, N = 3120.42120.72120.15

System GZIP Decompression

OpenBenchmarking.orgSeconds, Fewer Is BetterSystem GZIP Decompression23Linux 5.30.7361.4722.2082.9443.68SE +/- 0.029, N = 3SE +/- 0.043, N = 5SE +/- 0.030, N = 33.2573.2713.256

x265

Video Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is Betterx265 3.4Video Input: Bosphorus 1080p23Linux 5.3612182430SE +/- 0.14, N = 3SE +/- 0.07, N = 3SE +/- 0.03, N = 325.2925.2825.181. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

NAMD

ATPase Simulation - 327,506 Atoms

OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD 2.14ATPase Simulation - 327,506 Atoms23Linux 5.30.70751.4152.12252.833.5375SE +/- 0.00201, N = 3SE +/- 0.00812, N = 3SE +/- 0.00337, N = 33.133253.144473.13144

Kvazaar

Video Input: Bosphorus 1080p - Video Preset: Ultra Fast

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.0Video Input: Bosphorus 1080p - Video Preset: Ultra Fast23Linux 5.348121620SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 317.4117.4117.341. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

oneDNN

Harness: IP Batch All - Data Type: f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: IP Batch All - Data Type: f32 - Engine: CPU23Linux 5.3306090120150SE +/- 0.12, N = 3SE +/- 0.10, N = 3SE +/- 0.08, N = 3147.34147.04146.75MIN: 145.82MIN: 145.7MIN: 145.371. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

NAS Parallel Benchmarks

Test / Class: SP.B

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: SP.B23Linux 5.36001200180024003000SE +/- 2.16, N = 3SE +/- 1.98, N = 3SE +/- 1.75, N = 32811.182812.362801.311. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Open MPI 3.1.3

NAS Parallel Benchmarks

Test / Class: BT.C

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: BT.C23Linux 5.32K4K6K8K10KSE +/- 36.44, N = 3SE +/- 3.67, N = 3SE +/- 3.73, N = 310305.3910296.4010336.661. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Open MPI 3.1.3

Chaos Group V-RAY

Mode: CPU

OpenBenchmarking.orgKsamples, More Is BetterChaos Group V-RAY 4.10.07Mode: CPU23Linux 5.313002600390052006500SE +/- 43.59, N = 3SE +/- 14.43, N = 3SE +/- 50.98, N = 3593859215915

PyPerformance

Benchmark: regex_compile

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: regex_compile23Linux 5.360120180240300SE +/- 0.33, N = 3259258258

Intel Open Image Denoise

Scene: Memorial

OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 1.2.0Scene: Memorial23Linux 5.30.58731.17461.76192.34922.9365SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 32.602.612.60

Build2

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterBuild2 0.12Time To Compile23Linux 5.34080120160200SE +/- 1.60, N = 3SE +/- 0.59, N = 3SE +/- 0.52, N = 3204.02204.79204.21

Timed Linux Kernel Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 5.4Time To Compile23Linux 5.34080120160200SE +/- 0.96, N = 3SE +/- 0.82, N = 3SE +/- 1.02, N = 3165.61165.67165.06

LevelDB

Benchmark: Random Fill

OpenBenchmarking.orgMicroseconds Per Op, Fewer Is BetterLevelDB 1.22Benchmark: Random Fill23Linux 5.3306090120150SE +/- 1.87, N = 5SE +/- 1.18, N = 3SE +/- 1.43, N = 3146.19146.52146.691. (CXX) g++ options: -O3 -lsnappy -lpthread

Kvazaar

Video Input: Bosphorus 1080p - Video Preset: Medium

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.0Video Input: Bosphorus 1080p - Video Preset: Medium23Linux 5.30.6571.3141.9712.6283.285SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 32.922.922.911. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

Monte Carlo Simulations of Ionised Nebulae

Input: Dust 2D tau100.0

OpenBenchmarking.orgSeconds, Fewer Is BetterMonte Carlo Simulations of Ionised Nebulae 2019-03-24Input: Dust 2D tau100.023Linux 5.360120180240300SE +/- 0.67, N = 32932932941. (F9X) gfortran options: -cpp -Jsource/ -ffree-line-length-0 -lm -std=legacy -O3 -O2 -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi

WebP Image Encode

Encode Settings: Quality 100, Highest Compression

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, Highest Compression23Linux 5.3246810SE +/- 0.030, N = 3SE +/- 0.006, N = 3SE +/- 0.007, N = 38.6718.6548.6421. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff

Numenta Anomaly Benchmark

Detector: Earthgecko Skyline

OpenBenchmarking.orgSeconds, Fewer Is BetterNumenta Anomaly Benchmark 1.1Detector: Earthgecko Skyline23Linux 5.360120180240300SE +/- 2.17, N = 3SE +/- 1.99, N = 3SE +/- 1.85, N = 3260.28260.25259.41

Sockperf

Test: Latency Ping Pong

OpenBenchmarking.orgusec, Fewer Is BetterSockperf 3.4Test: Latency Ping Pong23Linux 5.3246810SE +/- 0.024, N = 5SE +/- 0.052, N = 5SE +/- 0.017, N = 57.9767.9868.0021. (CXX) g++ options: --param -O3 -rdynamic -ldl -lpthread

TNN

Target: CPU - Model: MobileNet v2

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: MobileNet v223Linux 5.370140210280350SE +/- 0.63, N = 3SE +/- 0.38, N = 3SE +/- 0.72, N = 3324.84325.89325.43MIN: 321.69 / MAX: 331.12MIN: 322.8 / MAX: 335.24MIN: 321.79 / MAX: 331.331. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl

Embree

Binary: Pathtracer ISPC - Model: Asian Dragon

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.9.0Binary: Pathtracer ISPC - Model: Asian Dragon23Linux 5.3246810SE +/- 0.0351, N = 3SE +/- 0.0041, N = 3SE +/- 0.0421, N = 37.68927.70737.7138MIN: 7.59 / MAX: 7.84MIN: 7.65 / MAX: 7.81MIN: 7.62 / MAX: 7.91

lzbench

Test: Brotli 2 - Process: Decompression

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Brotli 2 - Process: Decompression23Linux 5.3140280420560700SE +/- 0.33, N = 3SE +/- 0.88, N = 36326346331. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

Timed Apache Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Apache Compilation 2.4.41Time To Compile23Linux 5.3816243240SE +/- 0.11, N = 3SE +/- 0.11, N = 3SE +/- 0.12, N = 333.5833.4833.58

PyPerformance

Benchmark: json_loads

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: json_loads23Linux 5.3816243240SE +/- 0.03, N = 3SE +/- 0.07, N = 3SE +/- 0.03, N = 333.333.333.2

SMHasher

Hash: Spooky32

OpenBenchmarking.orgMiB/sec, More Is BetterSMHasher 2020-02-29Hash: Spooky3223Linux 5.32K4K6K8K10KSE +/- 3.30, N = 3SE +/- 7.20, N = 3SE +/- 9.06, N = 311131.3211153.0511164.271. (CXX) g++ options: -march=native -O3 -lpthread

PyPerformance

Benchmark: pickle_pure_python

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pickle_pure_python23Linux 5.3150300450600750SE +/- 1.20, N = 3SE +/- 0.88, N = 3SE +/- 0.33, N = 3684682682

Rodinia

Test: OpenMP HotSpot3D

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP HotSpot3D23Linux 5.3306090120150SE +/- 0.01, N = 3SE +/- 0.21, N = 3SE +/- 0.31, N = 3134.32134.06133.931. (CXX) g++ options: -O2 -lOpenCL

GNU Octave Benchmark

OpenBenchmarking.orgSeconds, Fewer Is BetterGNU Octave Benchmark 4.4.123Linux 5.33691215SE +/- 0.07, N = 5SE +/- 0.08, N = 5SE +/- 0.10, N = 511.3111.3011.28

TensorFlow Lite

Model: Inception V4

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception V423Linux 5.31.2M2.4M3.6M4.8M6MSE +/- 1292.14, N = 3SE +/- 15121.82, N = 3SE +/- 1013.92, N = 3548896055041075489240

Hierarchical INTegration

Test: FLOAT

OpenBenchmarking.orgQUIPs, More Is BetterHierarchical INTegration 1.0Test: FLOAT23Linux 5.370M140M210M280M350MSE +/- 78069.68, N = 3SE +/- 148747.23, N = 3SE +/- 392759.75, N = 3334295678.01333884203.29333392595.361. (CC) gcc options: -O3 -march=native -lm

Crypto++

Test: Unkeyed Algorithms

OpenBenchmarking.orgMiB/second, More Is BetterCrypto++ 8.2Test: Unkeyed Algorithms23Linux 5.360120180240300SE +/- 0.08, N = 3SE +/- 0.07, N = 3SE +/- 0.29, N = 3290.38290.54289.761. (CXX) g++ options: -g2 -O3 -fPIC -pthread -pipe

Rodinia

Test: OpenMP Leukocyte

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP Leukocyte23Linux 5.360120180240300SE +/- 0.19, N = 3SE +/- 0.60, N = 3SE +/- 0.89, N = 3255.59254.90255.451. (CXX) g++ options: -O2 -lOpenCL

oneDNN

Harness: Recurrent Neural Network Training - Data Type: f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Recurrent Neural Network Training - Data Type: f32 - Engine: CPU23Linux 5.330060090012001500SE +/- 6.69, N = 3SE +/- 2.30, N = 3SE +/- 0.30, N = 31518.351522.301518.69MIN: 1504.65MIN: 1515.62MIN: 1509.851. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

WebP Image Encode

Encode Settings: Quality 100, Lossless, Highest Compression

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, Lossless, Highest Compression23Linux 5.31020304050SE +/- 0.06, N = 3SE +/- 0.05, N = 3SE +/- 0.04, N = 344.1744.2844.231. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff

Botan

Test: CAST-256

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.13.0Test: CAST-25623Linux 5.320406080100SE +/- 0.06, N = 3SE +/- 0.10, N = 3SE +/- 0.05, N = 3106.82106.73106.561. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt

lzbench

Test: Brotli 0 - Process: Compression

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Brotli 0 - Process: Compression23Linux 5.390180270360450SE +/- 0.33, N = 3SE +/- 0.33, N = 34074074061. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

Basis Universal

Settings: UASTC Level 0

OpenBenchmarking.orgSeconds, Fewer Is BetterBasis Universal 1.12Settings: UASTC Level 023Linux 5.33691215SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 310.6410.6310.661. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread

Botan

Test: KASUMI

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.13.0Test: KASUMI23Linux 5.320406080100SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 377.9677.9477.771. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt

Timed LLVM Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 10.0Time To Compile23Linux 5.330060090012001500SE +/- 1.62, N = 3SE +/- 2.37, N = 3SE +/- 2.17, N = 31229.791227.181226.87

Caffe

Model: AlexNet - Acceleration: CPU - Iterations: 100

OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2020-02-13Model: AlexNet - Acceleration: CPU - Iterations: 10023Linux 5.315K30K45K60K75KSE +/- 53.44, N = 3SE +/- 119.13, N = 3SE +/- 124.24, N = 37185271828716831. (CXX) g++ options: -fPIC -O3 -rdynamic -lboost_system -lboost_thread -lboost_filesystem -lboost_chrono -lboost_date_time -lboost_atomic -lglog -lgflags -lprotobuf -lpthread -lsz -lz -ldl -lm -llmdb -lopenblas

dav1d

Video Input: Chimera 1080p

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.7.0Video Input: Chimera 1080p23Linux 5.360120180240300SE +/- 0.08, N = 3SE +/- 0.45, N = 3SE +/- 0.09, N = 3286.06286.13286.73MIN: 209.37 / MAX: 474.93MIN: 209.24 / MAX: 478.75MIN: 209.66 / MAX: 489.661. (CC) gcc options: -pthread

SVT-AV1

Encoder Mode: Enc Mode 8 - Input: 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8Encoder Mode: Enc Mode 8 - Input: 1080p23Linux 5.30.1960.3920.5880.7840.98SE +/- 0.000, N = 3SE +/- 0.001, N = 3SE +/- 0.000, N = 30.8710.8690.8711. (CXX) g++ options: -O3 -fcommon -fPIE -fPIC -pie

NAS Parallel Benchmarks

Test / Class: EP.D

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: EP.D23Linux 5.3130260390520650SE +/- 6.96, N = 3SE +/- 6.88, N = 3SE +/- 6.44, N = 3621.05621.99620.571. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Open MPI 3.1.3

Caffe

Model: AlexNet - Acceleration: CPU - Iterations: 200

OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2020-02-13Model: AlexNet - Acceleration: CPU - Iterations: 20023Linux 5.330K60K90K120K150KSE +/- 180.93, N = 3SE +/- 149.74, N = 3SE +/- 167.91, N = 31438111434951435601. (CXX) g++ options: -fPIC -O3 -rdynamic -lboost_system -lboost_thread -lboost_filesystem -lboost_chrono -lboost_date_time -lboost_atomic -lglog -lgflags -lprotobuf -lpthread -lsz -lz -ldl -lm -llmdb -lopenblas

Crypto++

Test: Integer + Elliptic Curve Public Key Algorithms

OpenBenchmarking.orgMiB/second, More Is BetterCrypto++ 8.2Test: Integer + Elliptic Curve Public Key Algorithms23Linux 5.38001600240032004000SE +/- 4.64, N = 3SE +/- 7.90, N = 3SE +/- 3.48, N = 33714.483711.733706.431. (CXX) g++ options: -g2 -O3 -fPIC -pthread -pipe

YafaRay

Total Time For Sample Scene

OpenBenchmarking.orgSeconds, Fewer Is BetterYafaRay 3.4.1Total Time For Sample Scene23Linux 5.360120180240300SE +/- 0.67, N = 3SE +/- 0.16, N = 3SE +/- 0.52, N = 3275.21275.14275.731. (CXX) g++ options: -std=c++11 -O3 -ffast-math -rdynamic -ldl -lImath -lIlmImf -lIex -lHalf -lz -lIlmThread -lxml2 -lfreetype -lboost_system -lboost_filesystem -lboost_locale

PyPerformance

Benchmark: 2to3

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: 2to323Linux 5.3100200300400500473474473

BRL-CAD

VGR Performance Metric

OpenBenchmarking.orgVGR Performance Metric, More Is BetterBRL-CAD 7.30.8VGR Performance Metric23Linux 5.313K26K39K52K65K5966559791597691. (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

Stress-NG

Test: Crypto

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: Crypto23Linux 5.330060090012001500SE +/- 0.45, N = 3SE +/- 1.79, N = 3SE +/- 0.52, N = 31236.121233.541236.011. (CC) gcc options: -O2 -std=gnu99 -lm -laio -lcrypt -lrt -lz -ldl -lpthread -lc

Caffe

Model: GoogleNet - Acceleration: CPU - Iterations: 200

OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2020-02-13Model: GoogleNet - Acceleration: CPU - Iterations: 20023Linux 5.370K140K210K280K350KSE +/- 130.05, N = 3SE +/- 125.43, N = 3SE +/- 342.86, N = 33308903309753315631. (CXX) g++ options: -fPIC -O3 -rdynamic -lboost_system -lboost_thread -lboost_filesystem -lboost_chrono -lboost_date_time -lboost_atomic -lglog -lgflags -lprotobuf -lpthread -lsz -lz -ldl -lm -llmdb -lopenblas

Algebraic Multi-Grid Benchmark

OpenBenchmarking.orgFigure Of Merit, More Is BetterAlgebraic Multi-Grid Benchmark23Linux 5.316K32K48K64K80KSE +/- 9.92, N = 3SE +/- 86.27, N = 3SE +/- 87.89, N = 374843.3274691.7974835.811. (CC) gcc options: -lparcsr_ls -lparcsr_mv -lseq_mv -lIJ_mv -lkrylov -lHYPRE_utilities -lm -fopenmp -pthread -lmpi

SMHasher

Hash: Spooky32

OpenBenchmarking.orgcycles/hash, Fewer Is BetterSMHasher 2020-02-29Hash: Spooky3223Linux 5.31326395265SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.11, N = 357.7757.8057.891. (CXX) g++ options: -march=native -O3 -lpthread

Tesseract OCR

Time To OCR 7 Images

OpenBenchmarking.orgSeconds, Fewer Is BetterTesseract OCR 4.1.0Time To OCR 7 Images23Linux 5.3714212835SE +/- 0.13, N = 3SE +/- 0.15, N = 3SE +/- 0.13, N = 330.1330.1730.19

oneDNN

Harness: Matrix Multiply Batch Shapes Transformer - Data Type: f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Matrix Multiply Batch Shapes Transformer - Data Type: f32 - Engine: CPU23Linux 5.3246810SE +/- 0.01107, N = 3SE +/- 0.00380, N = 3SE +/- 0.00552, N = 38.716638.731498.73283MIN: 8.56MIN: 8.56MIN: 8.541. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

lzbench

Test: Brotli 0 - Process: Decompression

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Brotli 0 - Process: Decompression23Linux 5.3120240360480600SE +/- 1.15, N = 35405415411. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

RawTherapee

Total Benchmark Time

OpenBenchmarking.orgSeconds, Fewer Is BetterRawTherapeeTotal Benchmark Time23Linux 5.320406080100SE +/- 0.11, N = 3SE +/- 0.06, N = 3SE +/- 0.04, N = 391.4691.3091.301. RawTherapee, version 5.6, command line.

Botan

Test: Blowfish

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.13.0Test: Blowfish23Linux 5.360120180240300SE +/- 0.06, N = 3SE +/- 0.42, N = 3SE +/- 0.11, N = 3266.78266.29266.511. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt

Stress-NG

Test: MMAP

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: MMAP23Linux 5.320406080100SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 386.7286.8686.861. (CC) gcc options: -O2 -std=gnu99 -lm -laio -lcrypt -lrt -lz -ldl -lpthread -lc

oneDNN

Harness: Deconvolution Batch deconv_1d - Data Type: f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Deconvolution Batch deconv_1d - Data Type: f32 - Engine: CPU23Linux 5.3612182430SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 324.7424.7624.78MIN: 24.52MIN: 24.49MIN: 24.531. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

FFTE

N=256, 3D Complex FFT Routine

OpenBenchmarking.orgMFLOPS, More Is BetterFFTE 7.0N=256, 3D Complex FFT Routine23Linux 5.34K8K12K16K20KSE +/- 35.72, N = 3SE +/- 23.55, N = 3SE +/- 23.44, N = 317969.0317951.5617940.301. (F9X) gfortran options: -O3 -fomit-frame-pointer -fopenmp

7-Zip Compression

Compress Speed Test

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 16.02Compress Speed Test23Linux 5.36K12K18K24K30KSE +/- 133.98, N = 3SE +/- 116.95, N = 3SE +/- 195.91, N = 32965529697297021. (CXX) g++ options: -pipe -lpthread

Zstd Compression

Compression Level: 3

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.5Compression Level: 323Linux 5.3400800120016002000SE +/- 0.88, N = 3SE +/- 3.24, N = 3SE +/- 2.84, N = 31741.21741.01743.71. (CC) gcc options: -O3 -pthread -lz -llzma

PyPerformance

Benchmark: raytrace

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: raytrace23Linux 5.3150300450600750SE +/- 0.88, N = 3SE +/- 0.67, N = 3680680679

WebP Image Encode

Encode Settings: Quality 100

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 10023Linux 5.30.6121.2241.8362.4483.06SE +/- 0.003, N = 3SE +/- 0.001, N = 3SE +/- 0.004, N = 32.7162.7202.7191. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff

oneDNN

Harness: Convolution Batch Shapes Auto - Data Type: f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Convolution Batch Shapes Auto - Data Type: f32 - Engine: CPU23Linux 5.3918273645SE +/- 0.08, N = 3SE +/- 0.09, N = 3SE +/- 0.09, N = 338.4638.5238.49MIN: 37.9MIN: 37.87MIN: 37.781. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

Rodinia

Test: OpenMP LavaMD

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP LavaMD23Linux 5.3120240360480600SE +/- 0.33, N = 3SE +/- 0.39, N = 3SE +/- 0.21, N = 3553.60552.82553.591. (CXX) g++ options: -O2 -lOpenCL

libavif avifenc

Encoder Speed: 10

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.7.3Encoder Speed: 1023Linux 5.3246810SE +/- 0.016, N = 3SE +/- 0.016, N = 3SE +/- 0.016, N = 38.2748.2638.2681. (CXX) g++ options: -O3 -fPIC

Basis Universal

Settings: UASTC Level 2

OpenBenchmarking.orgSeconds, Fewer Is BetterBasis Universal 1.12Settings: UASTC Level 223Linux 5.31326395265SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 358.7358.8058.721. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread

Darmstadt Automotive Parallel Heterogeneous Suite

Backend: OpenMP - Kernel: Euclidean Cluster

OpenBenchmarking.orgTest Cases Per Minute, More Is BetterDarmstadt Automotive Parallel Heterogeneous SuiteBackend: OpenMP - Kernel: Euclidean Cluster23Linux 5.32004006008001000SE +/- 0.19, N = 3SE +/- 0.35, N = 3SE +/- 0.12, N = 3862.30862.27863.381. (CXX) g++ options: -O3 -std=c++11 -fopenmp

Dolfyn

Computational Fluid Dynamics

OpenBenchmarking.orgSeconds, Fewer Is BetterDolfyn 0.527Computational Fluid Dynamics23Linux 5.3612182430SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 323.5223.5023.53

Caffe

Model: GoogleNet - Acceleration: CPU - Iterations: 100

OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2020-02-13Model: GoogleNet - Acceleration: CPU - Iterations: 10023Linux 5.340K80K120K160K200KSE +/- 223.63, N = 3SE +/- 121.48, N = 3SE +/- 171.15, N = 31659911657821659721. (CXX) g++ options: -fPIC -O3 -rdynamic -lboost_system -lboost_thread -lboost_filesystem -lboost_chrono -lboost_date_time -lboost_atomic -lglog -lgflags -lprotobuf -lpthread -lsz -lz -ldl -lm -llmdb -lopenblas

Kvazaar

Video Input: Bosphorus 1080p - Video Preset: Very Fast

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.0Video Input: Bosphorus 1080p - Video Preset: Very Fast23Linux 5.3246810SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 37.977.977.961. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

dav1d

Video Input: Summer Nature 1080p

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.7.0Video Input: Summer Nature 1080p23Linux 5.360120180240300SE +/- 0.46, N = 3SE +/- 0.35, N = 3SE +/- 0.72, N = 3272.48272.68272.36MIN: 235.92 / MAX: 296.72MIN: 236.29 / MAX: 296.67MIN: 227.28 / MAX: 296.881. (CC) gcc options: -pthread

LibRaw

Post-Processing Benchmark

OpenBenchmarking.orgMpix/sec, More Is BetterLibRaw 0.20Post-Processing Benchmark23Linux 5.3612182430SE +/- 0.05, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 325.7725.8025.791. (CXX) g++ options: -O2 -fopenmp -ljpeg -lz -lm

Darmstadt Automotive Parallel Heterogeneous Suite

Backend: OpenMP - Kernel: NDT Mapping

OpenBenchmarking.orgTest Cases Per Minute, More Is BetterDarmstadt Automotive Parallel Heterogeneous SuiteBackend: OpenMP - Kernel: NDT Mapping23Linux 5.390180270360450SE +/- 0.10, N = 3SE +/- 0.22, N = 3SE +/- 0.33, N = 3431.77432.26431.941. (CXX) g++ options: -O3 -std=c++11 -fopenmp

Botan

Test: Twofish

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.13.0Test: Twofish23Linux 5.350100150200250SE +/- 0.07, N = 3SE +/- 0.08, N = 3SE +/- 0.08, N = 3232.70232.80232.551. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt

TensorFlow Lite

Model: Inception ResNet V2

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception ResNet V223Linux 5.31.1M2.2M3.3M4.4M5.5MSE +/- 1215.73, N = 3SE +/- 3953.53, N = 3SE +/- 1228.42, N = 3496314349669104961647

TNN

Target: CPU - Model: SqueezeNet v1.1

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: SqueezeNet v1.123Linux 5.360120180240300SE +/- 0.45, N = 3SE +/- 0.21, N = 3SE +/- 0.43, N = 3297.26297.43297.13MIN: 296.07 / MAX: 300.34MIN: 296.68 / MAX: 299.76MIN: 295.81 / MAX: 299.461. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl

Crypto++

Test: Keyed Algorithms

OpenBenchmarking.orgMiB/second, More Is BetterCrypto++ 8.2Test: Keyed Algorithms23Linux 5.3100200300400500SE +/- 0.27, N = 3SE +/- 0.04, N = 3SE +/- 0.17, N = 3462.57462.74462.281. (CXX) g++ options: -g2 -O3 -fPIC -pthread -pipe

oneDNN

Harness: IP Batch All - Data Type: u8s8f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: IP Batch All - Data Type: u8s8f32 - Engine: CPU23Linux 5.320406080100SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3109.83109.80109.72MIN: 109.35MIN: 109.42MIN: 109.351. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

Stress-NG

Test: Malloc

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: Malloc23Linux 5.38M16M24M32M40MSE +/- 23175.94, N = 3SE +/- 21862.11, N = 3SE +/- 11923.26, N = 335040588.3535071564.9935069017.961. (CC) gcc options: -O2 -std=gnu99 -lm -laio -lcrypt -lrt -lz -ldl -lpthread -lc

Git

Time To Complete Common Git Commands

OpenBenchmarking.orgSeconds, Fewer Is BetterGitTime To Complete Common Git Commands23Linux 5.31428425670SE +/- 0.09, N = 3SE +/- 0.13, N = 3SE +/- 0.12, N = 364.0464.0964.051. git version 2.20.1

dav1d

Video Input: Summer Nature 4K

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.7.0Video Input: Summer Nature 4K23Linux 5.31632486480SE +/- 0.05, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 372.7372.7972.76MIN: 65.52 / MAX: 77.31MIN: 65.93 / MAX: 77.49MIN: 65.87 / MAX: 77.41. (CC) gcc options: -pthread

Stress-NG

Test: Semaphores

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: Semaphores23Linux 5.3200K400K600K800K1000KSE +/- 287.20, N = 3SE +/- 627.25, N = 3SE +/- 179.56, N = 3960119.66960296.47960900.331. (CC) gcc options: -O2 -std=gnu99 -lm -laio -lcrypt -lrt -lz -ldl -lpthread -lc

Mlpack Benchmark

Benchmark: scikit_svm

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_svm23Linux 5.348121620SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 313.7313.7413.73

Basis Universal

Settings: UASTC Level 2 + RDO Post-Processing

OpenBenchmarking.orgSeconds, Fewer Is BetterBasis Universal 1.12Settings: UASTC Level 2 + RDO Post-Processing23Linux 5.32004006008001000SE +/- 0.33, N = 3SE +/- 1.14, N = 3SE +/- 1.46, N = 3867.77867.64868.261. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread

G'MIC

Test: 3D Elevated Function In Random Colors, 100 Times

OpenBenchmarking.orgSeconds, Fewer Is BetterG'MICTest: 3D Elevated Function In Random Colors, 100 Times23Linux 5.320406080100SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 375.9475.9975.971. Version 2.4.5, Copyright (c) 2008-2019, David Tschumperle.

WebP Image Encode

Encode Settings: Quality 100, Lossless

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, Lossless23Linux 5.3510152025SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 320.6620.6620.671. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff

eSpeak-NG Speech Engine

Text-To-Speech Synthesis

OpenBenchmarking.orgSeconds, Fewer Is BettereSpeak-NG Speech Engine 20200907Text-To-Speech Synthesis23Linux 5.3918273645SE +/- 0.03, N = 4SE +/- 0.02, N = 4SE +/- 0.03, N = 438.9938.9638.971. (CC) gcc options: -O2 -std=c99

Stress-NG

Test: Vector Math

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: Vector Math23Linux 5.38K16K24K32K40KSE +/- 6.31, N = 3SE +/- 22.72, N = 3SE +/- 3.56, N = 339291.8539269.6239289.171. (CC) gcc options: -O2 -std=gnu99 -lm -laio -lcrypt -lrt -lz -ldl -lpthread -lc

TensorFlow Lite

Model: Mobilenet Quant

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet Quant23Linux 5.360K120K180K240K300KSE +/- 64.63, N = 3SE +/- 100.66, N = 3SE +/- 87.08, N = 3264281264172264321

Timed HMMer Search

Pfam Database Search

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed HMMer Search 3.3.1Pfam Database Search23Linux 5.3306090120150SE +/- 0.18, N = 3SE +/- 0.06, N = 3SE +/- 0.13, N = 3144.03144.00143.951. (CC) gcc options: -O3 -pthread -lhmmer -leasel -lm

TensorFlow Lite

Model: SqueezeNet

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: SqueezeNet23Linux 5.380K160K240K320K400KSE +/- 26.31, N = 3SE +/- 113.77, N = 3SE +/- 62.52, N = 3374925374993374809

SMHasher

Hash: fasthash32

OpenBenchmarking.orgcycles/hash, Fewer Is BetterSMHasher 2020-02-29Hash: fasthash3223Linux 5.31020304050SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 343.9243.9143.931. (CXX) g++ options: -march=native -O3 -lpthread

SMHasher

Hash: t1ha2_atonce

OpenBenchmarking.orgMiB/sec, More Is BetterSMHasher 2020-02-29Hash: t1ha2_atonce23Linux 5.32K4K6K8K10KSE +/- 14.43, N = 3SE +/- 7.04, N = 3SE +/- 4.12, N = 311255.9811257.8811253.121. (CXX) g++ options: -march=native -O3 -lpthread

TensorFlow Lite

Model: NASNet Mobile

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: NASNet Mobile23Linux 5.370K140K210K280K350KSE +/- 320.08, N = 3SE +/- 273.31, N = 3SE +/- 78.69, N = 3311279311149311185

Rodinia

Test: OpenMP Streamcluster

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP Streamcluster23Linux 5.3816243240SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 336.6036.6136.591. (CXX) g++ options: -O2 -lOpenCL

Basis Universal

Settings: UASTC Level 3

OpenBenchmarking.orgSeconds, Fewer Is BetterBasis Universal 1.12Settings: UASTC Level 323Linux 5.3306090120150SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3113.02113.04113.011. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread

SMHasher

Hash: fasthash32

OpenBenchmarking.orgMiB/sec, More Is BetterSMHasher 2020-02-29Hash: fasthash3223Linux 5.313002600390052006500SE +/- 0.89, N = 3SE +/- 0.51, N = 3SE +/- 2.16, N = 35994.045995.165993.461. (CXX) g++ options: -march=native -O3 -lpthread

TensorFlow Lite

Model: Mobilenet Float

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet Float23Linux 5.360K120K180K240K300KSE +/- 43.21, N = 3SE +/- 16.26, N = 3SE +/- 35.46, N = 3257938257984257990

SMHasher

Hash: wyhash

OpenBenchmarking.orgcycles/hash, Fewer Is BetterSMHasher 2020-02-29Hash: wyhash23Linux 5.3816243240SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 334.1934.1934.201. (CXX) g++ options: -march=native -O3 -lpthread

Stress-NG

Test: RdRand

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: RdRand23Linux 5.340K80K120K160K200KSE +/- 11.03, N = 3SE +/- 2.98, N = 3SE +/- 5.50, N = 3185841.66185835.07185838.811. (CC) gcc options: -O2 -std=gnu99 -lm -laio -lcrypt -lrt -lz -ldl -lpthread -lc

SMHasher

Hash: t1ha2_atonce

OpenBenchmarking.orgcycles/hash, Fewer Is BetterSMHasher 2020-02-29Hash: t1ha2_atonce23Linux 5.31020304050SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 344.2644.2644.261. (CXX) g++ options: -march=native -O3 -lpthread

Kvazaar

Video Input: Bosphorus 4K - Video Preset: Ultra Fast

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.0Video Input: Bosphorus 4K - Video Preset: Ultra Fast23Linux 5.30.99231.98462.97693.96924.9615SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 34.414.414.411. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

Kvazaar

Video Input: Bosphorus 4K - Video Preset: Very Fast

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.0Video Input: Bosphorus 4K - Video Preset: Very Fast23Linux 5.30.4410.8821.3231.7642.205SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 31.961.961.961. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

Kvazaar

Video Input: Bosphorus 1080p - Video Preset: Slow

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.0Video Input: Bosphorus 1080p - Video Preset: Slow23Linux 5.30.65481.30961.96442.61923.274SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 32.912.912.911. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

Kvazaar

Video Input: Bosphorus 4K - Video Preset: Medium

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.0Video Input: Bosphorus 4K - Video Preset: Medium23Linux 5.30.14630.29260.43890.58520.7315SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 30.650.650.651. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

Kvazaar

Video Input: Bosphorus 4K - Video Preset: Slow

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.0Video Input: Bosphorus 4K - Video Preset: Slow23Linux 5.30.14630.29260.43890.58520.7315SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 30.650.650.651. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

PyPerformance

Benchmark: nbody

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: nbody23Linux 5.3306090120150SE +/- 0.58, N = 3157157157

PyPerformance

Benchmark: float

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: float23Linux 5.3306090120150SE +/- 0.33, N = 3151151151

PyPerformance

Benchmark: go

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: go23Linux 5.370140210280350344344344

LevelDB

Benchmark: Random Fill

OpenBenchmarking.orgMB/s, More Is BetterLevelDB 1.22Benchmark: Random Fill23Linux 5.33691215SE +/- 0.11, N = 5SE +/- 0.07, N = 3SE +/- 0.09, N = 39.19.19.11. (CXX) g++ options: -O3 -lsnappy -lpthread

LuxCoreRender

Scene: Rainbow Colors and Prism

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.3Scene: Rainbow Colors and Prism23Linux 5.30.180.360.540.720.9SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 30.800.800.80MIN: 0.78 / MAX: 0.85MIN: 0.77 / MAX: 0.85MIN: 0.78 / MAX: 0.85

LuxCoreRender

Scene: DLSC

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.3Scene: DLSC23Linux 5.30.1620.3240.4860.6480.81SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 30.720.720.72MIN: 0.7 / MAX: 0.73MIN: 0.7MIN: 0.71

OpenVKL

Benchmark: vklBenchmark

OpenBenchmarking.orgItems / Sec, More Is BetterOpenVKL 0.9Benchmark: vklBenchmark23Linux 5.31428425670SE +/- 0.04, N = 3SE +/- 0.20, N = 3SE +/- 0.07, N = 360.9660.9660.96MIN: 1 / MAX: 210MIN: 1 / MAX: 211MIN: 1 / MAX: 210

SVT-AV1

Encoder Mode: Enc Mode 4 - Input: 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8Encoder Mode: Enc Mode 4 - Input: 1080p23Linux 5.30.03690.07380.11070.14760.1845SE +/- 0.000, N = 3SE +/- 0.000, N = 3SE +/- 0.000, N = 30.1640.1640.1641. (CXX) g++ options: -O3 -fcommon -fPIE -fPIC -pie

SVT-AV1

Encoder Mode: Enc Mode 0 - Input: 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8Encoder Mode: Enc Mode 0 - Input: 1080p23Linux 5.30.00230.00460.00690.00920.0115SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 30.010.010.011. (CXX) g++ options: -O3 -fcommon -fPIE -fPIC -pie

Zstd Compression

Compression Level: 19

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.5Compression Level: 1923Linux 5.3510152025SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 318.618.618.61. (CC) gcc options: -O3 -pthread -lz -llzma

lzbench

Test: Libdeflate 1 - Process: Decompression

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Libdeflate 1 - Process: Decompression23Linux 5.320040060080010009729729721. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

lzbench

Test: Brotli 2 - Process: Compression

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Brotli 2 - Process: Compression23Linux 5.340801201602001621621621. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

lzbench

Test: Crush 0 - Process: Decompression

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Crush 0 - Process: Decompression23Linux 5.3100200300400500SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 34544544541. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

lzbench

Test: Crush 0 - Process: Compression

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Crush 0 - Process: Compression23Linux 5.320406080100SE +/- 0.58, N = 3SE +/- 0.67, N = 38585851. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

lzbench

Test: Zstd 8 - Process: Decompression

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Zstd 8 - Process: Decompression23Linux 5.32004006008001000SE +/- 0.33, N = 31147114711471. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

lzbench

Test: Zstd 8 - Process: Compression

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Zstd 8 - Process: Compression23Linux 5.316324864807474741. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

lzbench

Test: Zstd 1 - Process: Decompression

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Zstd 1 - Process: Decompression23Linux 5.32004006008001000SE +/- 0.33, N = 31089108910891. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

lzbench

Test: Zstd 1 - Process: Compression

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Zstd 1 - Process: Compression23Linux 5.390180270360450SE +/- 0.33, N = 34014014011. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

lzbench

Test: XZ 0 - Process: Decompression

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: XZ 0 - Process: Decompression23Linux 5.3204060801001071071071. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

lzbench

Test: XZ 0 - Process: Compression

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: XZ 0 - Process: Compression23Linux 5.3816243240SE +/- 0.33, N = 33434341. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

InfluxDB

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

OpenBenchmarking.orgval/sec, More Is BetterInfluxDB 1.8.2Concurrent Streams: 4 - Batch Size: 10000 - Tags: 2,5000,1 - Points Per Series: 1000023Linux 5.3200K400K600K800K1000KSE +/- 11222.25, N = 15SE +/- 10008.11, N = 15SE +/- 16230.18, N = 12904292.0909744.9900526.4

Apache Cassandra

Test: Reads

OpenBenchmarking.orgOp/s, More Is BetterApache Cassandra 3.11.4Test: Reads23Linux 5.34K8K12K16K20KSE +/- 219.28, N = 3SE +/- 459.84, N = 12SE +/- 259.42, N = 4165121661719113

G'MIC

Test: 2D Function Plotting, 1000 Times

OpenBenchmarking.orgSeconds, Fewer Is BetterG'MICTest: 2D Function Plotting, 1000 Times23Linux 5.360120180240300SE +/- 12.80, N = 9SE +/- 19.93, N = 9SE +/- 7.26, N = 9243.69284.07200.511. Version 2.4.5, Copyright (c) 2008-2019, David Tschumperle.

LevelDB

Benchmark: Fill Sync

OpenBenchmarking.orgMicroseconds Per Op, Fewer Is BetterLevelDB 1.22Benchmark: Fill Sync23Linux 5.35001000150020002500SE +/- 14.16, N = 3SE +/- 86.67, N = 15SE +/- 142.02, N = 122186.952383.092391.051. (CXX) g++ options: -O3 -lsnappy -lpthread

LevelDB

Benchmark: Fill Sync

OpenBenchmarking.orgMB/s, More Is BetterLevelDB 1.22Benchmark: Fill Sync23Linux 5.30.1350.270.4050.540.675SE +/- 0.00, N = 3SE +/- 0.02, N = 15SE +/- 0.03, N = 120.60.60.61. (CXX) g++ options: -O3 -lsnappy -lpthread

oneDNN

Harness: Deconvolution Batch deconv_1d - Data Type: u8s8f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Deconvolution Batch deconv_1d - Data Type: u8s8f32 - Engine: CPU23Linux 5.3510152025SE +/- 0.90, N = 12SE +/- 0.78, N = 15SE +/- 0.84, N = 1519.6019.0219.39MIN: 16.5MIN: 16.48MIN: 16.491. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

oneDNN

Harness: IP Batch 1D - Data Type: u8s8f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: IP Batch 1D - Data Type: u8s8f32 - Engine: CPU23Linux 5.33691215SE +/- 0.00712, N = 3SE +/- 0.34521, N = 15SE +/- 0.00132, N = 38.653849.014278.63063MIN: 8.57MIN: 8.26MIN: 8.541. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

OSBench

Test: Create Files

OpenBenchmarking.orgus Per Event, Fewer Is BetterOSBenchTest: Create Files23Linux 5.350100150200250SE +/- 7.28, N = 15SE +/- 22.33, N = 12SE +/- 14.12, N = 12167.42206.63167.001. (CC) gcc options: -lm

Sockperf

Test: Latency Under Load

OpenBenchmarking.orgusec, Fewer Is BetterSockperf 3.4Test: Latency Under LoadLinux 5.3510152025SE +/- 13914.73, N = 2019.251. (CXX) g++ options: --param -O3 -rdynamic -ldl -lpthread

Sockperf

Test: Throughput

OpenBenchmarking.orgMessages Per Second, More Is BetterSockperf 3.4Test: Throughput23Linux 5.370K140K210K280K350KSE +/- 3294.17, N = 25SE +/- 2917.43, N = 5SE +/- 9499.69, N = 203384293251603389761. (CXX) g++ options: --param -O3 -rdynamic -ldl -lpthread

Phoronix Test Suite v10.8.4