Skylake Core i5 6500

Intel Core i5-6500 testing with a Gigabyte Z170M-D3H-CF (F22f BIOS) and Gigabyte Intel HD 530 3GB on Ubuntu 20.04 via the Phoronix Test Suite.

HTML result view exported from: https://openbenchmarking.org/result/2009292-FI-SKYLAKECO34&rdt.

Skylake Core i5 6500ProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLOpenCLCompilerFile-SystemScreen ResolutionLinux 5.4Linux 5.8.12Linux 5.9-rc7Intel Core i5-6500 @ 3.60GHz (4 Cores)Gigabyte Z170M-D3H-CF (F22f BIOS)Intel Xeon E3-1200 v5/E3-15008GB250GB Samsung SSD 850Gigabyte Intel HD 530 3GB (1050MHz)Realtek ALC892G237HLIntel I219-VUbuntu 20.045.4.0-45-generic (x86_64)GNOME Shell 3.36.4X Server 1.20.8modesetting 1.20.84.6 Mesa 20.0.4OpenCL 2.1GCC 9.3.0ext41920x10805.8.12-050812-generic (x86_64)5.9.0-050900rc7daily20200929-generic (x86_64) 20200928OpenBenchmarking.orgCompiler Details- --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 Processor Details- Scaling Governor: intel_pstate powersave - CPU Microcode: 0xdcPython Details- Python 3.8.2Security Details- Linux 5.4: itlb_multihit: KVM: Mitigation of Split huge pages + l1tf: Mitigation of PTE Inversion; VMX: conditional cache flushes SMT disabled + mds: Mitigation of Clear buffers; SMT disabled + 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: disabled RSB filling + srbds: Mitigation of Microcode + tsx_async_abort: Mitigation of Clear buffers; SMT disabled - Linux 5.8.12: itlb_multihit: KVM: Mitigation of VMX disabled + l1tf: Mitigation of PTE Inversion; VMX: conditional cache flushes SMT disabled + mds: Mitigation of Clear buffers; SMT disabled + 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: disabled RSB filling + srbds: Mitigation of Microcode + tsx_async_abort: Mitigation of Clear buffers; SMT disabled - Linux 5.9-rc7: itlb_multihit: KVM: Mitigation of VMX disabled + l1tf: Mitigation of PTE Inversion; VMX: conditional cache flushes SMT disabled + mds: Mitigation of Clear buffers; SMT disabled + 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: disabled RSB filling + srbds: Mitigation of Microcode + tsx_async_abort: Mitigation of Clear buffers; SMT disabled

Skylake Core i5 6500realsr-ncnn: 4x - Noglmark2: 1920 x 1080lczero: BLASlczero: Eigennamd: ATPase Simulation - 327,506 Atomsdolfyn: Computational Fluid Dynamicsffte: N=256, 3D Complex FFT Routinehmmer: Pfam Database Searchincompact3d: Cylindermafft: Multiple Sequence Alignment - LSU RNAmocassin: Dust 2D tau100.0lammps: Rhodopsin Proteinwebp: Defaultwebp: Quality 100webp: Quality 100, Losslesswebp: Quality 100, Highest Compressionwebp: Quality 100, Lossless, Highest Compressionbyte: Dhrystone 2libraw: Post-Processing Benchmarkaom-av1: Speed 6 Realtimeaom-av1: Speed 6 Two-Passaom-av1: Speed 8 Realtimeespeak: Text-To-Speech Synthesissystem-decompress-gzip: mpv: Big Buck Bunny Sunflower 4K - Software Onlympv: Big Buck Bunny Sunflower 1080p - Software Onlycouchdb: 100 - 1000 - 24keydb: gromacs: Water Benchmarkcaffe: AlexNet - CPU - 100caffe: GoogleNet - CPU - 100mnn: SqueezeNetV1.0mnn: resnet-v2-50mnn: MobileNetV2_224mnn: mobilenet-v1-1.0mnn: inception-v3ncnn: CPU - squeezenetncnn: CPU - mobilenetncnn: CPU-v2-v2 - mobilenet-v2ncnn: CPU-v3-v3 - mobilenet-v3ncnn: CPU - shufflenet-v2ncnn: CPU - mnasnetncnn: CPU - efficientnet-b0ncnn: CPU - blazefacencnn: CPU - googlenetncnn: CPU - vgg16ncnn: CPU - resnet18ncnn: CPU - alexnetncnn: CPU - resnet50ncnn: CPU - yolov4-tinyncnn: Vulkan GPU - squeezenetncnn: Vulkan GPU - mobilenetncnn: Vulkan GPU-v2-v2 - mobilenet-v2ncnn: Vulkan GPU-v3-v3 - mobilenet-v3ncnn: Vulkan GPU - shufflenet-v2ncnn: Vulkan GPU - mnasnetncnn: Vulkan GPU - efficientnet-b0ncnn: Vulkan GPU - blazefacencnn: Vulkan GPU - googlenetncnn: Vulkan GPU - vgg16ncnn: Vulkan GPU - resnet18ncnn: Vulkan GPU - alexnetncnn: Vulkan GPU - resnet50ncnn: Vulkan GPU - yolov4-tinytnn: CPU - MobileNet v2tnn: CPU - SqueezeNet v1.1hint: FLOATmlpack: scikit_icamlpack: scikit_qdamlpack: scikit_svmmlpack: scikit_linearridgeregressionopencv: DNN - Deep Neural Networkinfluxdb: 4 - 10000 - 2,5000,1 - 10000influxdb: 64 - 10000 - 2,5000,1 - 10000Linux 5.4Linux 5.8.12Linux 5.9-rc717.2824848528104.9899023.36617566.367941500130.872813.29534912.8933292.5331.8742.94221.6068.78653.05835634715.823.0812.962.6932.8433.9983.57774.83204.04232.895241149.570.46938264934098.52337.3454.9526.35150.42227.1331.357.987.044.987.1811.371.9627.2097.2328.1225.8553.2946.19106.5698.3433.6737.8423.2134.9170.826.4791.34280.1079.88106.85146.09145.04377.119372.485361421279.1601260.2280.4829.535.1438827875726.3899170.0303.1124988347595.0030623.42017695.538070112130.644815.48234112.7433292.5361.8932.95721.8348.83353.22835578653.623.0512.982.6932.6334.4713.59175.21207.08209.267242725.170.46638284933478.52337.1984.9576.34450.43627.1831.357.997.095.007.2011.401.9627.2598.2928.1325.9453.3146.3347.6241.7313.5114.929.4113.9128.103.4538.51231.4334.0353.6782.2281.87373.414375.855359752768.9851762.4680.3829.474.5723997848096.4881495.6301.1024998277894.9842723.46617854.791823564130.974812.17504912.8323292.5251.8802.95921.6978.82353.30635158099.523.0612.952.6832.7233.8883.58375.22206.86208.272244927.940.47238398932098.52337.2894.9516.34850.40427.1831.347.977.075.007.1811.391.9627.2598.0028.1425.9253.3246.2747.6041.1813.5214.9411.2313.9228.113.1938.50232.4034.0454.5682.2081.88374.253374.335359707021.1134660.8880.1529.514.5623722847939.2887270.8OpenBenchmarking.org

RealSR-NCNN

Scale: 4x - TAA: No

OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: NoLinux 5.4Linux 5.8.12Linux 5.9-rc770140210280350SE +/- 0.30, N = 3SE +/- 2.23, N = 3SE +/- 0.19, N = 317.28303.11301.10

GLmark2

Resolution: 1920 x 1080

OpenBenchmarking.orgScore, More Is BetterGLmark2 2020.04Resolution: 1920 x 1080Linux 5.4Linux 5.8.12Linux 5.9-rc7110220330440550484498499

LeelaChessZero

Backend: BLAS

OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.26Backend: BLASLinux 5.4Linux 5.8.12Linux 5.9-rc72004006008001000SE +/- 10.71, N = 3SE +/- 10.68, N = 3SE +/- 11.68, N = 38528348271. (CXX) g++ options: -flto -pthread

LeelaChessZero

Backend: Eigen

OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.26Backend: EigenLinux 5.4Linux 5.8.12Linux 5.9-rc72004006008001000SE +/- 4.16, N = 3SE +/- 25.74, N = 9SE +/- 3.76, N = 38107597891. (CXX) g++ options: -flto -pthread

NAMD

ATPase Simulation - 327,506 Atoms

OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD 2.14ATPase Simulation - 327,506 AtomsLinux 5.4Linux 5.8.12Linux 5.9-rc71.12572.25143.37714.50285.6285SE +/- 0.00250, N = 3SE +/- 0.00940, N = 3SE +/- 0.00100, N = 34.989905.003064.98427

Dolfyn

Computational Fluid Dynamics

OpenBenchmarking.orgSeconds, Fewer Is BetterDolfyn 0.527Computational Fluid DynamicsLinux 5.4Linux 5.8.12Linux 5.9-rc7612182430SE +/- 0.06, N = 3SE +/- 0.06, N = 3SE +/- 0.02, N = 323.3723.4223.47

FFTE

N=256, 3D Complex FFT Routine

OpenBenchmarking.orgMFLOPS, More Is BetterFFTE 7.0N=256, 3D Complex FFT RoutineLinux 5.4Linux 5.8.12Linux 5.9-rc74K8K12K16K20KSE +/- 86.25, N = 3SE +/- 28.87, N = 3SE +/- 23.53, N = 317566.3717695.5417854.791. (F9X) gfortran options: -O3 -fomit-frame-pointer -fopenmp

Timed HMMer Search

Pfam Database Search

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed HMMer Search 3.3.1Pfam Database SearchLinux 5.4Linux 5.8.12Linux 5.9-rc7306090120150SE +/- 0.04, N = 3SE +/- 0.04, N = 3SE +/- 0.13, N = 3130.87130.64130.971. (CC) gcc options: -O3 -pthread -lhmmer -leasel -lm

Incompact3D

Input: Cylinder

OpenBenchmarking.orgSeconds, Fewer Is BetterIncompact3D 2020-09-17Input: CylinderLinux 5.4Linux 5.8.12Linux 5.9-rc72004006008001000SE +/- 0.79, N = 3SE +/- 1.74, N = 3SE +/- 0.59, N = 3813.30815.48812.181. (F9X) gfortran options: -cpp -funroll-loops -floop-optimize -fcray-pointer -fbacktrace -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi

Timed MAFFT Alignment

Multiple Sequence Alignment - LSU RNA

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed MAFFT Alignment 7.471Multiple Sequence Alignment - LSU RNALinux 5.4Linux 5.8.12Linux 5.9-rc73691215SE +/- 0.19, N = 3SE +/- 0.05, N = 3SE +/- 0.19, N = 312.8912.7412.831. (CC) gcc options: -std=c99 -O3 -lm -lpthread

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 tau100.0Linux 5.4Linux 5.8.12Linux 5.9-rc7701402102803503293293291. (F9X) gfortran options: -cpp -Jsource/ -ffree-line-length-0 -lm -std=legacy -O3 -O2 -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi

LAMMPS Molecular Dynamics Simulator

Model: Rhodopsin Protein

OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 24Aug2020Model: Rhodopsin ProteinLinux 5.4Linux 5.8.12Linux 5.9-rc70.57061.14121.71182.28242.853SE +/- 0.002, N = 3SE +/- 0.007, N = 3SE +/- 0.008, N = 32.5332.5362.5251. (CXX) g++ options: -O3 -pthread -lm

WebP Image Encode

Encode Settings: Default

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: DefaultLinux 5.4Linux 5.8.12Linux 5.9-rc70.42590.85181.27771.70362.1295SE +/- 0.002, N = 3SE +/- 0.011, N = 3SE +/- 0.001, N = 31.8741.8931.8801. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff

WebP Image Encode

Encode Settings: Quality 100

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100Linux 5.4Linux 5.8.12Linux 5.9-rc70.66581.33161.99742.66323.329SE +/- 0.002, N = 3SE +/- 0.002, N = 3SE +/- 0.004, N = 32.9422.9572.9591. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff

WebP Image Encode

Encode Settings: Quality 100, Lossless

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, LosslessLinux 5.4Linux 5.8.12Linux 5.9-rc7510152025SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 321.6121.8321.701. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff

WebP Image Encode

Encode Settings: Quality 100, Highest Compression

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, Highest CompressionLinux 5.4Linux 5.8.12Linux 5.9-rc7246810SE +/- 0.003, N = 3SE +/- 0.006, N = 3SE +/- 0.010, N = 38.7868.8338.8231. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff

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 CompressionLinux 5.4Linux 5.8.12Linux 5.9-rc71224364860SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.09, N = 353.0653.2353.311. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff

BYTE Unix Benchmark

Computational Test: Dhrystone 2

OpenBenchmarking.orgLPS, More Is BetterBYTE Unix Benchmark 3.6Computational Test: Dhrystone 2Linux 5.4Linux 5.8.12Linux 5.9-rc78M16M24M32M40MSE +/- 94345.36, N = 3SE +/- 24647.42, N = 3SE +/- 379392.18, N = 335634715.835578653.635158099.5

LibRaw

Post-Processing Benchmark

OpenBenchmarking.orgMpix/sec, More Is BetterLibRaw 0.20Post-Processing BenchmarkLinux 5.4Linux 5.8.12Linux 5.9-rc7612182430SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 323.0823.0523.061. (CXX) g++ options: -O2 -fopenmp -ljpeg -lz -lm

AOM AV1

Encoder Mode: Speed 6 Realtime

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 2.0Encoder Mode: Speed 6 RealtimeLinux 5.4Linux 5.8.12Linux 5.9-rc73691215SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.06, N = 312.9612.9812.951. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

AOM AV1

Encoder Mode: Speed 6 Two-Pass

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 2.0Encoder Mode: Speed 6 Two-PassLinux 5.4Linux 5.8.12Linux 5.9-rc70.60531.21061.81592.42123.0265SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 32.692.692.681. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

AOM AV1

Encoder Mode: Speed 8 Realtime

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 2.0Encoder Mode: Speed 8 RealtimeLinux 5.4Linux 5.8.12Linux 5.9-rc7816243240SE +/- 0.03, N = 3SE +/- 0.06, N = 3SE +/- 0.04, N = 332.8432.6332.721. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

eSpeak-NG Speech Engine

Text-To-Speech Synthesis

OpenBenchmarking.orgSeconds, Fewer Is BettereSpeak-NG Speech Engine 20200907Text-To-Speech SynthesisLinux 5.4Linux 5.8.12Linux 5.9-rc7816243240SE +/- 0.31, N = 4SE +/- 0.07, N = 4SE +/- 0.22, N = 434.0034.4733.891. (CC) gcc options: -O2 -std=c99

System GZIP Decompression

OpenBenchmarking.orgSeconds, Fewer Is BetterSystem GZIP DecompressionLinux 5.4Linux 5.8.12Linux 5.9-rc70.8081.6162.4243.2324.04SE +/- 0.036, N = 15SE +/- 0.037, N = 13SE +/- 0.034, N = 133.5773.5913.583

MPV

Video Input: Big Buck Bunny Sunflower 4K - Decode: Software Only

OpenBenchmarking.orgFPS, More Is BetterMPVVideo Input: Big Buck Bunny Sunflower 4K - Decode: Software OnlyLinux 5.4Linux 5.8.12Linux 5.9-rc720406080100SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 374.8375.2175.22MIN: 69.77 / MAX: 76.92MIN: 72.29 / MAX: 77.42MIN: 71.43 / MAX: 76.921. mpv 0.32.0

MPV

Video Input: Big Buck Bunny Sunflower 1080p - Decode: Software Only

OpenBenchmarking.orgFPS, More Is BetterMPVVideo Input: Big Buck Bunny Sunflower 1080p - Decode: Software OnlyLinux 5.4Linux 5.8.12Linux 5.9-rc750100150200250SE +/- 0.12, N = 3SE +/- 0.19, N = 3SE +/- 0.26, N = 3204.04207.08206.86MIN: 176.47 / MAX: 210.53MIN: 187.5 / MAX: 214.29MIN: 184.61 / MAX: 214.291. mpv 0.32.0

Apache CouchDB

Bulk Size: 100 - Inserts: 1000 - Rounds: 24

OpenBenchmarking.orgSeconds, Fewer Is BetterApache CouchDB 3.1.1Bulk Size: 100 - Inserts: 1000 - Rounds: 24Linux 5.4Linux 5.8.12Linux 5.9-rc750100150200250SE +/- 0.38, N = 3SE +/- 0.81, N = 3SE +/- 1.02, N = 3232.90209.27208.271. (CXX) g++ options: -std=c++14 -lmozjs-68 -lm -lerl_interface -lei -fPIC -MMD

KeyDB

OpenBenchmarking.orgOps/sec, More Is BetterKeyDB 6.0.16Linux 5.4Linux 5.8.12Linux 5.9-rc750K100K150K200K250KSE +/- 3306.37, N = 3SE +/- 955.90, N = 3SE +/- 1344.20, N = 3241149.57242725.17244927.941. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

GROMACS

Water Benchmark

OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2020.3Water BenchmarkLinux 5.4Linux 5.8.12Linux 5.9-rc70.10620.21240.31860.42480.531SE +/- 0.004, N = 3SE +/- 0.003, N = 3SE +/- 0.002, N = 30.4690.4660.4721. (CXX) g++ options: -O3 -pthread -lrt -lpthread -lm

Caffe

Model: AlexNet - Acceleration: CPU - Iterations: 100

OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2020-02-13Model: AlexNet - Acceleration: CPU - Iterations: 100Linux 5.4Linux 5.8.12Linux 5.9-rc78K16K24K32K40KSE +/- 13.43, N = 3SE +/- 20.34, N = 3SE +/- 17.48, N = 33826438284383981. (CXX) g++ options: -fPIC -O3 -rdynamic -lglog -lgflags -lprotobuf -lpthread -lsz -lz -ldl -lm -llmdb -lopenblas

Caffe

Model: GoogleNet - Acceleration: CPU - Iterations: 100

OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2020-02-13Model: GoogleNet - Acceleration: CPU - Iterations: 100Linux 5.4Linux 5.8.12Linux 5.9-rc720K40K60K80K100KSE +/- 21.06, N = 3SE +/- 54.31, N = 3SE +/- 32.90, N = 39340993347932091. (CXX) g++ options: -fPIC -O3 -rdynamic -lglog -lgflags -lprotobuf -lpthread -lsz -lz -ldl -lm -llmdb -lopenblas

Mobile Neural Network

Model: SqueezeNetV1.0

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2020-09-17Model: SqueezeNetV1.0Linux 5.4Linux 5.8.12Linux 5.9-rc7246810SE +/- 0.017, N = 3SE +/- 0.004, N = 3SE +/- 0.010, N = 38.5238.5238.523MIN: 8.47 / MAX: 30.24MIN: 8.48 / MAX: 10.43MIN: 8.47 / MAX: 18.941. (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

Mobile Neural Network

Model: resnet-v2-50

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2020-09-17Model: resnet-v2-50Linux 5.4Linux 5.8.12Linux 5.9-rc7918273645SE +/- 0.05, N = 3SE +/- 0.04, N = 3SE +/- 0.03, N = 337.3537.2037.29MIN: 37.19 / MAX: 47.93MIN: 37.07 / MAX: 39.66MIN: 37.16 / MAX: 46.491. (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

Mobile Neural Network

Model: MobileNetV2_224

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2020-09-17Model: MobileNetV2_224Linux 5.4Linux 5.8.12Linux 5.9-rc71.11532.23063.34594.46125.5765SE +/- 0.004, N = 3SE +/- 0.002, N = 3SE +/- 0.002, N = 34.9524.9574.951MIN: 4.9 / MAX: 10.09MIN: 4.89 / MAX: 15.09MIN: 4.9 / MAX: 6.561. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

Mobile Neural Network

Model: mobilenet-v1-1.0

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2020-09-17Model: mobilenet-v1-1.0Linux 5.4Linux 5.8.12Linux 5.9-rc7246810SE +/- 0.005, N = 3SE +/- 0.008, N = 3SE +/- 0.009, N = 36.3516.3446.348MIN: 6.3 / MAX: 7.1MIN: 6.29 / MAX: 17.22MIN: 6.29 / MAX: 16.531. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

Mobile Neural Network

Model: inception-v3

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2020-09-17Model: inception-v3Linux 5.4Linux 5.8.12Linux 5.9-rc71122334455SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 350.4250.4450.40MIN: 50.15 / MAX: 103.7MIN: 50.22 / MAX: 69.18MIN: 50.25 / MAX: 52.841. (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

NCNN

Target: CPU - Model: squeezenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: squeezenetLinux 5.4Linux 5.8.12Linux 5.9-rc7612182430SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 327.1327.1827.18MIN: 27 / MAX: 27.87MIN: 27.11 / MAX: 27.94MIN: 27.11 / MAX: 27.891. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: mobilenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: mobilenetLinux 5.4Linux 5.8.12Linux 5.9-rc7714212835SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 331.3531.3531.34MIN: 31.17 / MAX: 42.2MIN: 31.22 / MAX: 33.49MIN: 31.17 / MAX: 41.981. (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-v2Linux 5.4Linux 5.8.12Linux 5.9-rc7246810SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 37.987.997.97MIN: 7.89 / MAX: 9.56MIN: 7.9 / MAX: 9.5MIN: 7.89 / MAX: 9.611. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

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

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU-v3-v3 - Model: mobilenet-v3Linux 5.4Linux 5.8.12Linux 5.9-rc7246810SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 37.047.097.07MIN: 6.94 / MAX: 8.58MIN: 7 / MAX: 8.42MIN: 6.97 / MAX: 8.321. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: shufflenet-v2

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: shufflenet-v2Linux 5.4Linux 5.8.12Linux 5.9-rc71.1252.253.3754.55.625SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 34.985.005.00MIN: 4.94 / MAX: 6.74MIN: 4.97 / MAX: 6.43MIN: 4.96 / MAX: 6.221. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: mnasnet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: mnasnetLinux 5.4Linux 5.8.12Linux 5.9-rc7246810SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 37.187.207.18MIN: 7.12 / MAX: 7.41MIN: 7.16 / MAX: 7.94MIN: 7.14 / MAX: 7.961. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: efficientnet-b0

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: efficientnet-b0Linux 5.4Linux 5.8.12Linux 5.9-rc73691215SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 311.3711.4011.39MIN: 11.33 / MAX: 12.08MIN: 11.35 / MAX: 11.62MIN: 11.35 / MAX: 11.641. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: blazeface

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: blazefaceLinux 5.4Linux 5.8.12Linux 5.9-rc70.4410.8821.3231.7642.205SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 31.961.961.96MIN: 1.93 / MAX: 2.01MIN: 1.94 / MAX: 1.98MIN: 1.94 / MAX: 21. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: googlenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: googlenetLinux 5.4Linux 5.8.12Linux 5.9-rc7612182430SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 327.2027.2527.25MIN: 27.11 / MAX: 29.45MIN: 27.14 / MAX: 29.06MIN: 27.16 / MAX: 37.121. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: vgg16

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: vgg16Linux 5.4Linux 5.8.12Linux 5.9-rc720406080100SE +/- 0.07, N = 3SE +/- 0.10, N = 3SE +/- 0.21, N = 397.2398.2998.00MIN: 96.99 / MAX: 99.72MIN: 97.96 / MAX: 110MIN: 97.55 / MAX: 166.631. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: resnet18

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: resnet18Linux 5.4Linux 5.8.12Linux 5.9-rc7714212835SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 328.1228.1328.14MIN: 27.99 / MAX: 38.94MIN: 28 / MAX: 28.81MIN: 28.02 / MAX: 38.821. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: alexnet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: alexnetLinux 5.4Linux 5.8.12Linux 5.9-rc7612182430SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 325.8525.9425.92MIN: 25.7 / MAX: 36.52MIN: 25.83 / MAX: 36.18MIN: 25.84 / MAX: 28.391. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: resnet50

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: resnet50Linux 5.4Linux 5.8.12Linux 5.9-rc71224364860SE +/- 0.04, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 353.2953.3153.32MIN: 53.09 / MAX: 55.52MIN: 53.17 / MAX: 54.97MIN: 53.13 / MAX: 55.451. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: yolov4-tiny

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: yolov4-tinyLinux 5.4Linux 5.8.12Linux 5.9-rc71122334455SE +/- 0.09, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 346.1946.3346.27MIN: 45.98 / MAX: 53.65MIN: 46.18 / MAX: 57.14MIN: 46.13 / MAX: 48.861. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: squeezenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: squeezenetLinux 5.4Linux 5.8.12Linux 5.9-rc720406080100SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3106.5647.6247.60MIN: 94.44 / MAX: 110.02MIN: 46.74 / MAX: 50.53MIN: 46.74 / MAX: 48.21. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: mobilenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: mobilenetLinux 5.4Linux 5.8.12Linux 5.9-rc720406080100SE +/- 0.13, N = 3SE +/- 0.42, N = 3SE +/- 0.12, N = 398.3441.7341.18MIN: 83.82 / MAX: 111.51MIN: 40.79 / MAX: 43.35MIN: 39.01 / MAX: 46.611. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2Linux 5.4Linux 5.8.12Linux 5.9-rc7816243240SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 333.6713.5113.52MIN: 33.16 / MAX: 34.23MIN: 12.94 / MAX: 13.73MIN: 12.94 / MAX: 13.791. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3Linux 5.4Linux 5.8.12Linux 5.9-rc7918273645SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 337.8414.9214.94MIN: 35.77 / MAX: 39.25MIN: 14.63 / MAX: 15.25MIN: 14.62 / MAX: 15.161. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: shufflenet-v2

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: shufflenet-v2Linux 5.4Linux 5.8.12Linux 5.9-rc7612182430SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.26, N = 323.219.4111.23MIN: 22 / MAX: 23.54MIN: 9.3 / MAX: 9.57MIN: 9.84 / MAX: 11.81. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: mnasnet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: mnasnetLinux 5.4Linux 5.8.12Linux 5.9-rc7816243240SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 334.9113.9113.92MIN: 34.28 / MAX: 35.51MIN: 13.33 / MAX: 14.34MIN: 13.36 / MAX: 14.071. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: efficientnet-b0

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: efficientnet-b0Linux 5.4Linux 5.8.12Linux 5.9-rc71632486480SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 370.8228.1028.11MIN: 67.97 / MAX: 71.79MIN: 27.57 / MAX: 28.3MIN: 27.78 / MAX: 28.191. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: blazeface

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: blazefaceLinux 5.4Linux 5.8.12Linux 5.9-rc7246810SE +/- 0.01, N = 3SE +/- 0.51, N = 3SE +/- 0.08, N = 36.473.453.19MIN: 6.21 / MAX: 6.64MIN: 2.51 / MAX: 4.7MIN: 2.7 / MAX: 3.881. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: googlenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: googlenetLinux 5.4Linux 5.8.12Linux 5.9-rc720406080100SE +/- 1.11, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 391.3438.5138.50MIN: 38.08 / MAX: 95.25MIN: 37.99 / MAX: 38.81MIN: 38.14 / MAX: 38.641. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: vgg16

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: vgg16Linux 5.4Linux 5.8.12Linux 5.9-rc760120180240300SE +/- 0.05, N = 3SE +/- 0.81, N = 3SE +/- 0.04, N = 3280.10231.43232.40MIN: 256.74 / MAX: 282.55MIN: 228.89 / MAX: 235.7MIN: 230.34 / MAX: 234.551. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: resnet18

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: resnet18Linux 5.4Linux 5.8.12Linux 5.9-rc720406080100SE +/- 0.06, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 379.8834.0334.04MIN: 76.6 / MAX: 85.24MIN: 33.72 / MAX: 34.19MIN: 33.67 / MAX: 34.151. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: alexnet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: alexnetLinux 5.4Linux 5.8.12Linux 5.9-rc720406080100SE +/- 0.73, N = 3SE +/- 0.39, N = 3SE +/- 0.61, N = 3106.8553.6754.56MIN: 78.19 / MAX: 113.8MIN: 51.17 / MAX: 57.01MIN: 50.81 / MAX: 59.021. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: resnet50

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: resnet50Linux 5.4Linux 5.8.12Linux 5.9-rc7306090120150SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3146.0982.2282.20MIN: 135.88 / MAX: 146.68MIN: 81.68 / MAX: 82.64MIN: 81.55 / MAX: 82.831. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: yolov4-tiny

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: yolov4-tinyLinux 5.4Linux 5.8.12Linux 5.9-rc7306090120150SE +/- 0.08, N = 3SE +/- 0.07, N = 3SE +/- 0.03, N = 3145.0481.8781.88MIN: 136.72 / MAX: 187.82MIN: 71.55 / MAX: 144.6MIN: 81.15 / MAX: 87.761. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

TNN

Target: CPU - Model: MobileNet v2

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: MobileNet v2Linux 5.4Linux 5.8.12Linux 5.9-rc780160240320400SE +/- 0.73, N = 3SE +/- 0.30, N = 3SE +/- 0.60, N = 3377.12373.41374.25MIN: 374.83 / MAX: 380.72MIN: 371.7 / MAX: 375.12MIN: 372.56 / MAX: 376.351. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl

TNN

Target: CPU - Model: SqueezeNet v1.1

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: SqueezeNet v1.1Linux 5.4Linux 5.8.12Linux 5.9-rc780160240320400SE +/- 0.19, N = 3SE +/- 1.39, N = 3SE +/- 0.06, N = 3372.49375.86374.34MIN: 371.66 / MAX: 374.46MIN: 373.72 / MAX: 386.23MIN: 373.3 / MAX: 375.691. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl

Hierarchical INTegration

Test: FLOAT

OpenBenchmarking.orgQUIPs, More Is BetterHierarchical INTegration 1.0Test: FLOATLinux 5.4Linux 5.8.12Linux 5.9-rc780M160M240M320M400MSE +/- 643821.23, N = 3SE +/- 663932.51, N = 3SE +/- 1096433.24, N = 3361421279.16359752768.99359707021.111. (CC) gcc options: -O3 -march=native -lm

Mlpack Benchmark

Benchmark: scikit_ica

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_icaLinux 5.4Linux 5.8.12Linux 5.9-rc71428425670SE +/- 0.07, N = 3SE +/- 0.78, N = 5SE +/- 0.56, N = 1060.2262.4660.88

Mlpack Benchmark

Benchmark: scikit_qda

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_qdaLinux 5.4Linux 5.8.12Linux 5.9-rc720406080100SE +/- 0.26, N = 3SE +/- 0.25, N = 3SE +/- 0.49, N = 380.4880.3880.15

Mlpack Benchmark

Benchmark: scikit_svm

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_svmLinux 5.4Linux 5.8.12Linux 5.9-rc7714212835SE +/- 0.09, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 329.5329.4729.51

Mlpack Benchmark

Benchmark: scikit_linearridgeregression

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_linearridgeregressionLinux 5.4Linux 5.8.12Linux 5.9-rc71.15652.3133.46954.6265.7825SE +/- 0.08, N = 3SE +/- 0.04, N = 3SE +/- 0.04, N = 35.144.574.56

OpenCV

Test: DNN - Deep Neural Network

OpenBenchmarking.orgms, Fewer Is BetterOpenCV 4.4Test: DNN - Deep Neural NetworkLinux 5.4Linux 5.8.12Linux 5.9-rc78K16K24K32K40KSE +/- 10920.49, N = 15SE +/- 290.40, N = 6SE +/- 204.95, N = 33882723997237221. (CXX) g++ options: -fsigned-char -pthread -fomit-frame-pointer -ffunction-sections -fdata-sections -msse -msse2 -msse3 -fvisibility=hidden -O3 -ldl -lm -lpthread -lrt

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: 10000Linux 5.4Linux 5.8.12Linux 5.9-rc7200K400K600K800K1000KSE +/- 2073.62, N = 3SE +/- 3662.55, N = 3SE +/- 4569.93, N = 3875726.3848096.4847939.2

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: 10000Linux 5.4Linux 5.8.12Linux 5.9-rc7200K400K600K800K1000KSE +/- 511.25, N = 3SE +/- 3245.06, N = 3SE +/- 1134.63, N = 3899170.0881495.6887270.8

Phoronix Test Suite v10.8.4