System76 Thelio Major 3990X Pop OS

AMD Ryzen Threadripper 3990X benchmarking of Pop OS 20.10 by Michael Larabel for a future article.

HTML result view exported from: https://openbenchmarking.org/result/2010258-FI-SYSTEM76T72&grs&rdt.

System76 Thelio Major 3990X Pop OSProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLVulkanCompilerFile-SystemScreen ResolutionPop OS 20.04Pop OS 20.10AMD Ryzen Threadripper 3990X 64-Core @ 2.90GHz (64 Cores / 128 Threads)System76 Thelio Major (F4c Z5 BIOS)AMD Starship/Matisse126GBSamsung SSD 970 EVO Plus 500GBAMD Radeon RX 5600 OEM/5600 XT / 5700/5700 8GB (1750/875MHz)AMD Navi 10 HDMI AudioDELL P2415QIntel I211 + Intel Wi-Fi 6 AX200Pop 20.045.4.0-7642-generic (x86_64)GNOME Shell 3.36.4X Server 1.20.8amdgpu 19.1.04.6 Mesa 20.0.8 (LLVM 10.0.0)1.2.128GCC 9.3.0ext43840x2160Samsung SSD 970 EVO Plus 500GB + 32GB Flash DiskPop 20.105.8.0-7625-generic (x86_64)GNOME Shell 3.38.14.6 Mesa 20.2.1 (LLVM 11.0.0)1.2.131GCC 10.2.0OpenBenchmarking.orgKernel Details- snd_usb_audio.ignore_ctl_error=1Compiler Details- Pop OS 20.04: --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=/build/gcc-9-HskZEa/gcc-9-9.3.0/debian/tmp-nvptx/usr,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-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 - Pop OS 20.10: --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++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-10-JvwpWM/gcc-10-10.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-10-JvwpWM/gcc-10-10.2.0/debian/tmp-gcn/usr,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-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 Disk Details- NONE / errors=remount-ro,noatime,rwProcessor Details- Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x8301025Graphics Details- GLAMORJava Details- Pop OS 20.04: OpenJDK Runtime Environment (build 11.0.8+10-post-Ubuntu-0ubuntu120.04)- Pop OS 20.10: OpenJDK Runtime Environment (build 11.0.9+10-post-Ubuntu-0ubuntu1)Python Details- Pop OS 20.04: Python 3.8.5- Pop OS 20.10: Python 3.8.6Security Details- itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Full AMD retpoline IBPB: conditional STIBP: conditional RSB filling + srbds: Not affected + tsx_async_abort: Not affected

System76 Thelio Major 3990X Pop OSncnn: Vulkan GPU - vgg16polyhedron: tfft2ncnn: Vulkan GPU-v3-v3 - mobilenet-v3ncnn: Vulkan GPU-v2-v2 - mobilenet-v2ncnn: Vulkan GPU - mnasnetrealsr-ncnn: 4x - Yesncnn: Vulkan GPU - googlenetncnn: Vulkan GPU - resnet50pyperformance: python_startupncnn: Vulkan GPU - resnet18realsr-ncnn: 4x - Noncnn: Vulkan GPU - shufflenet-v2waifu2x-ncnn: 2x - 3 - Yesncnn: Vulkan GPU - yolov4-tinyonednn: Convolution Batch Shapes Auto - f32 - CPUncnn: Vulkan GPU - mobilenetncnn: Vulkan GPU - squeezenetonednn: Matrix Multiply Batch Shapes Transformer - f32 - CPUgmic: 2D Function Plotting, 1000 Timespolyhedron: airstress-ng: Socket Activityj2dbench: Image Renderinghmmer: Pfam Database Searchmlpack: scikit_icabuild-ffmpeg: Time To Compilegegl: Wavelet Blurrsvg: SVG Files To PNGstress-ng: Semaphoresgegl: Antialiaslczero: Eigenpyperformance: django_templategegl: Color Enhancencnn: Vulkan GPU - blazefacegegl: Scalegegl: Tile Glasspyperformance: pickle_pure_pythontensorflow-lite: Inception ResNet V2tnn: CPU - MobileNet v2stress-ng: MEMFDgegl: Reflectgegl: Croppyperformance: json_loadsgegl: Rotate 90 Degreeslczero: BLAScouchdb: 100 - 1000 - 24ncnn: CPU - shufflenet-v2webp: Defaultstress-ng: CPU Stresspolyhedron: fatigue2coremark: CoreMark Size 666 - Iterations Per Secondcaffe: GoogleNet - CPU - 100stress-ng: NUMAstress-ng: Forkinggegl: Cartoonsqlite: 8j2dbench: Text Renderingj2dbench: All Rendering Testsrocksdb: Read While Writinggimp: auto-levelspyperformance: regex_compileparaview: Wavelet Contour - 1920 x 1080paraview: Wavelet Contour - 1920 x 1080kvazaar: Bosphorus 1080p - Ultra Fastluajit: Sparse Matrix Multiplybuild-php: Time To Compileparaview: Wavelet Contour - 3840 x 2160paraview: Wavelet Contour - 3840 x 2160leveldb: Fill Syncoctave-benchmark: vkfft: pyperformance: pathlibpostmark: Disk Transaction Performancetnn: CPU - SqueezeNet v1.1svt-vp9: PSNR/SSIM Optimized - Bosphorus 1080plibraw: Post-Processing Benchmarkluajit: Dense LU Matrix Factorizationtensorflow-lite: Inception V4caffe: AlexNet - CPU - 100paraview: Wavelet Volume - 1920 x 1080paraview: Wavelet Volume - 1920 x 1080webp: Quality 100, Highest Compressionappleseed: Material Testerxonotic: 3840 x 2160 - Highstress-ng: SENDFILEpolyhedron: mdbxpolyhedron: channel2kripke: leveldb: Hot Readai-benchmark: Device Inference Scoreinfluxdb: 64 - 10000 - 2,5000,1 - 10000stress-ng: Mallocsvt-vp9: Visual Quality Optimized - Bosphorus 1080pleveldb: Rand Readinfluxdb: 1024 - 10000 - 2,5000,1 - 10000polyhedron: test_fpu2astcenc: Thoroughpyperformance: crypto_pyaespyperformance: nbodyencode-mp3: WAV To MP3pyperformance: 2to3ior: Read Testluajit: Compositestockfish: Total Timecryptsetup: PBKDF2-whirlpoolbuild-mplayer: Time To Compileai-benchmark: Device AI Scoresvt-hevc: 1080p 8-bit YUV To HEVC Video Encodecloverleaf: Lagrangian-Eulerian Hydrodynamicswebp: Quality 100, Lossless, Highest Compressiontensorflow-lite: Mobilenet Quantpolyhedron: capacitaonednn: Deconvolution Batch deconv_3d - f32 - CPUior: Write Testastcenc: Fastmnn: inception-v3sqlite-speedtest: Timed Time - Size 1,000compress-zstd: 19astcenc: Mediumwebp: Quality 100, Losslesslammps: Rhodopsin Proteinsvt-av1: Enc Mode 4 - 1080pastcenc: Exhaustivejohn-the-ripper: Blowfishwebp: Quality 100compress-zstd: 3onednn: IP Batch 1D - f32 - CPUrnnoise: tesseract-ocr: Time To OCR 7 Imagesonednn: Recurrent Neural Network Inference - f32 - CPUhugin: Panorama Photo Assistant + Stitching Timencnn: CPU - resnet50selenium: ARES-6 - Firefoxpolyhedron: acgimp: resizencnn: CPU - efficientnet-b0ai-benchmark: Device Training Scorepyperformance: raytracencnn: CPU - mobilenetleveldb: Rand Fillsvt-av1: Enc Mode 0 - 1080pstress-ng: Memory Copyingncnn: CPU-v2-v2 - mobilenet-v2tesseract: 3840 x 2160appleseed: Emilyrocksdb: Rand Fill Syncncnn: Vulkan GPU - efficientnet-b0mnn: MobileNetV2_224hint: FLOATtesseract: 1920 x 1080mocassin: Dust 2D tau100.0leveldb: Rand Fillncnn: CPU - yolov4-tinypybench: Total For Average Test Timesmlpack: scikit_linearridgeregressionetlegacy: Renderer2 - 3840 x 2160espeak: Text-To-Speech Synthesispolyhedron: aermodpolyhedron: mp_prop_designblender: Classroom - CPU-Onlyselenium: Speedometer - Firefoxospray: San Miguel - SciVisbuild-linux-kernel: Time To Compileoptcarrot: Optimized Benchmarkselenium: Basemark - Firefoxpolyhedron: gas_dyn2selenium: Jetstream - Firefoxxonotic: 3840 x 2160 - Ultimategimp: rotatekvazaar: Bosphorus 1080p - Very Fastncnn: CPU - alexnetselenium: CanvasMark - Firefoxbuild-gdb: Time To Compilepolyhedron: linpkselenium: Jetstream 2 - Firefoxpyperformance: chaosgromacs: Water Benchmarkxonotic: 3840 x 2160 - Lowpyperformance: floatmlpack: scikit_qdatensorflow-lite: NASNet Mobilegit: Time To Complete Common Git Commandsblender: Barbershop - CPU-Onlyappleseed: Disney Materialleveldb: Overwriteleveldb: Overwriteglmark2: 3840 x 2160sqlite: 1tensorflow-lite: Mobilenet Floatstress-ng: Cryptoselenium: WebXPRT - Firefoxleveldb: Seq Fillbuild-apache: Time To Compileleveldb: Seq Fillgimp: unsharp-maskdolfyn: Computational Fluid Dynamicsbyte: Dhrystone 2onednn: IP Batch All - f32 - CPUtensorflow-lite: SqueezeNetleveldb: Fill Synclammps: 20k Atomsonednn: Deconvolution Batch deconv_1d - f32 - CPUcryptsetup: PBKDF2-sha512kvazaar: Bosphorus 4K - Mediumj2dbench: Vector Graphics Renderingoidn: Memorialxonotic: 3840 x 2160 - Ultraffte: N=256, 3D Complex FFT Routinegpaw: Carbon Nanotubeselenium: WASM imageConvolute - Firefoxmlpack: scikit_svmpolyhedron: proteinrawtherapee: Total Benchmark Timekvazaar: Bosphorus 1080p - Mediumencode-flac: WAV To FLACblender: Fishy Cat - CPU-Onlyncnn: CPU - googlenetgmic: 3D Elevated Function In Rand Colors, 100 Timeskvazaar: Bosphorus 4K - Very Fastncnn: CPU - resnet18stress-ng: Vector Mathsvt-vp9: VMAF Optimized - Bosphorus 1080pstress-ng: Glibc C String Functionspolyhedron: rnflowleveldb: Rand Deleteospray: XFrog Forest - SciVisopenssl: RSA 4096-bit Performancegmic: Plotting Isosurface Of A 3D Volume, 1000 Timesx265: Bosphorus 4Kluajit: Jacobi Successive Over-Relaxationinfluxdb: 4 - 10000 - 2,5000,1 - 10000leveldb: Seek Randsvt-av1: Enc Mode 8 - 1080pncnn: CPU - vgg16rocksdb: Rand Fillblender: Pabellon Barcelona - CPU-Onlystress-ng: Glibc Qsort Data Sortingx265: Bosphorus 1080pkvazaar: Bosphorus 4K - Slowblender: BMW27 - CPU-Onlyrocksdb: Seq Fillmnn: resnet-v2-50mnn: mobilenet-v1-1.0john-the-ripper: MD5selenium: StyleBench - Firefoxstress-ng: Atomicrocksdb: Rand Readospray: XFrog Forest - Path Traceropenvkl: vklBenchmarknamd: ATPase Simulation - 327,506 Atomsbuild-llvm: Time To Compilepolyhedron: induct2onednn: Recurrent Neural Network Training - f32 - CPUkvazaar: Bosphorus 1080p - Slowbrl-cad: VGR Performance Metricospray: San Miguel - Path Tracerncnn: CPU - squeezenetselenium: Kraken - Firefoxpolyhedron: doduckvazaar: Bosphorus 4K - Ultra Fastglmark2: 1920 x 1080rays1bench: Large Scenemafft: Multiple Sequence Alignment - LSU RNAluajit: Monte Carlostress-ng: Matrix Mathselenium: WASM collisionDetection - Firefoxselenium: Octane - Firefoxocrmypdf: Processing 60 Page PDF Documentcryptsetup: PBKDF2-whirlpoolselenium: Maze Solver - Firefoxpyperformance: goocrmypdf: Processing 60 Page PDF Documentdarktable: Server Room - CPU-onlydarktable: Server Rack - CPU-onlydarktable: Masskrug - CPU-onlydarktable: Boat - CPU-onlycryptsetup: PBKDF2-sha512ospray: Magnetic Reconnection - Path Tracerospray: NASA Streamlines - Path Tracerospray: Magnetic Reconnection - SciVisospray: NASA Streamlines - SciVisparaview: Many Spheres - 3840 x 2160paraview: Many Spheres - 3840 x 2160paraview: Many Spheres - 1920 x 1080paraview: Many Spheres - 1920 x 1080selenium: MotionMark - Firefoxncnn: Vulkan GPU - alexnetncnn: CPU - blazefacencnn: CPU - mnasnetncnn: CPU-v3-v3 - mobilenet-v3mnn: SqueezeNetV1.0stress-ng: Context Switchingstress-ng: CPU Cachestress-ng: MMAPluajit: Fast Fourier Transformjava-gradle-perf: Reactorparaview: Wavelet Volume - 3840 x 2160paraview: Wavelet Volume - 3840 x 2160Pop OS 20.04Pop OS 20.1084.3649.088.474.604.66114.4448.519.6512.83.3416.5123.489.10115.042.127899.985.820.508544222.5561.7121460.218553596.5131508165.03551.9219.73664.72529.14910710303.2341.076140347.558.0971.256.60432.965441608725285.9211328.9831.5918.84323.939.9181462119.18714.401.48123480.9248.612256436.9772961481131436.4660628.8494.521114.99721836.3390721777815320.9604010759955115.8251603145.937301.88243.711221.2935.452164.191711.0682.47.0092050616.37654252.180394.0741.833668.7971202655465219.583513.2517.138150.800832383.4692564939891.744.441.844881177109.51919331512392.31434398195.48326.72109.9971557894.428.559.721031087.3123021610.781541.4714646348670596310.6133131208.290.4033.50033371.216.272.07153316.524.6231.85464.26881.75.3316.29523.8459.69637.6879102.2897285.81.2644118.80924.973115.06846.73938.4244.146.078.52517.66119843928.32623.7260.1288297.2313.39311.5822133.2447612316811.555.375373293210.02252369.069022322.736.309411.59241.528.1195.7455.384.9585.167.4624.295131.33788.1641.97205.39268.307837512.757139.6612.171763889.7873.0391.7411043.767506.688829610842.5477536.748.365131.1257.54923622.8621.251268133.09231423.514517.0323923.921.267591.61219.14016.86343076608.723.778150791.35953.96026.9081.5509716.067844283.975062127.01335.6182130129515.00422893109.74628.020.8712.7250.51062.427.97146.3426.3984.88634.8817.87467815.75374.647401405.6015.32597.96013.7615077.319.37926.252055.731145700.1171.02996.30053.4544442598.66847.4058.1915.8332.4344751433.5495.457522966770.0493383.162731468177.32461.150.42677205.33921.92328.32560.857841665.7025.27829.86.7560.738575311.308.806506.84225010.9376.9346215.423315.2282.1360.0922.9745.4961622356333.3320.4143.4890.915540.16855.265732.05457.17139.0429.855.8813.4513.908.25828076290.9570.95199.60254.69264.2312575.513160.9719.5218.753.302.332.4359.7964.565.197.061.949.7682.075.81510.121.508377.254.280.409650273.2681.4325587.3710164303.1574056192.73245.1117.22456.58125.6009502361.9937.044154343.352.9781.146.02530.158404662848263.7761228.2629.3518.24925.537.4541555112.34813.591.39824863.2551.472389189.5703021399131360.3357529.8089.717121.11920762.6751298808213273.0093887797951515.1121533289.278315.63233.201275.8037.023171.431786.5042.37.3111966117.07352242.386379.1440.253810.8773938753425227.813644.9287.404145.512909370.2077220908290.794.5543.2246400823113.16818731560822.31479267553.14316.81113.4311605455.629.49.441061117.5122941568.551582.4114267741472450810.8903052203.140.4134.32732579.615.892.02358309.614.5231.18562.92980.05.2216.63823.3609.50136.85896922.2457428.51.2405318.45824.507112.92645.87037.7243.345.968.37717.37117944627.88614.0910.1308172.4413.19316.2526135.1363812284711.395.450368160160.20334364.083922023.035.839531.61238.528.4705.8154.6485.9784.166.6724.582129.80779.1941.5207.68265.360087412.896138.1612.041781788.8983.0692.6471033.803511.476546110942.9376836.347.930132.3157.03271223.0615.959270432.81431688.414639.1924124.121.442586.82019.29616.72742730397.923.587751197.96001.09626.6971.53906173605615.947902853.722280527.21333.1577205128567.08880589110.54227.821.0212.6350.86461.997.91946.6426.5685.41934.6717.77470369.86372.647440489.4215.24594.85213.8315149.319.28826.372046.501150845.0170.32295.91953.6544276999.00850.3158.0015.7832.5344885733.4495.473524466769.8494741.952738954627.34459.940.42787204.83221.87327.63360.737855585.6925.31828.56.7460.818568311.558.800506.60225079.79377.03462212.6447288765.4233333.3320.4143.4890.91137.116.485.5912.5313.668.68124978427.8671.501136.58272.28286.3962669.658166.85OpenBenchmarking.org

NCNN

Target: Vulkan GPU - Model: vgg16

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: vgg16Pop OS 20.04Pop OS 20.1020406080100SE +/- 0.04, N = 3SE +/- 0.21, N = 484.3619.52MIN: 67.87 / MAX: 109.54MIN: 13.93 / MAX: 45.711. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Polyhedron Fortran Benchmarks

Benchmark: tfft2

OpenBenchmarking.orgSeconds, Fewer Is BetterPolyhedron Fortran BenchmarksBenchmark: tfft2Pop OS 20.04Pop OS 20.10112233445549.0818.75

NCNN

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

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3Pop OS 20.04Pop OS 20.10246810SE +/- 0.24, N = 3SE +/- 0.00, N = 48.473.30MIN: 7.45 / MAX: 27.99MIN: 3.24 / MAX: 3.951. (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-v2Pop OS 20.04Pop OS 20.101.0352.073.1054.145.175SE +/- 0.01, N = 3SE +/- 0.01, N = 44.602.33MIN: 4.27 / MAX: 9.6MIN: 2.27 / MAX: 2.831. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: mnasnet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: mnasnetPop OS 20.04Pop OS 20.101.04852.0973.14554.1945.2425SE +/- 0.01, N = 3SE +/- 0.01, N = 44.662.43MIN: 4.41 / MAX: 5.4MIN: 2.38 / MAX: 6.461. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

RealSR-NCNN

Scale: 4x - TAA: Yes

OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: YesPop OS 20.04Pop OS 20.10306090120150SE +/- 0.16, N = 3SE +/- 0.10, N = 3114.4459.80

NCNN

Target: Vulkan GPU - Model: googlenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: googlenetPop OS 20.04Pop OS 20.10246810SE +/- 0.02, N = 3SE +/- 0.02, N = 48.514.56MIN: 7.13 / MAX: 29.75MIN: 4.5 / MAX: 11.221. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: resnet50

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: resnet50Pop OS 20.04Pop OS 20.103691215SE +/- 0.09, N = 2SE +/- 0.01, N = 49.655.19MIN: 9.05 / MAX: 31.86MIN: 5.13 / MAX: 7.961. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

PyPerformance

Benchmark: python_startup

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: python_startupPop OS 20.04Pop OS 20.103691215SE +/- 0.00, N = 3SE +/- 0.01, N = 312.807.06

NCNN

Target: Vulkan GPU - Model: resnet18

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: resnet18Pop OS 20.04Pop OS 20.100.75151.5032.25453.0063.7575SE +/- 0.01, N = 3SE +/- 0.02, N = 43.341.94MIN: 3.22 / MAX: 5.29MIN: 1.87 / MAX: 8.11. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

RealSR-NCNN

Scale: 4x - TAA: No

OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: NoPop OS 20.04Pop OS 20.1048121620SE +/- 0.059, N = 3SE +/- 0.023, N = 316.5129.768

NCNN

Target: Vulkan GPU - Model: shufflenet-v2

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: shufflenet-v2Pop OS 20.04Pop OS 20.100.7831.5662.3493.1323.915SE +/- 0.00, N = 3SE +/- 0.00, N = 43.482.07MIN: 3.38 / MAX: 4.25MIN: 2.03 / MAX: 2.391. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Waifu2x-NCNN Vulkan

Scale: 2x - Denoise: 3 - TAA: Yes

OpenBenchmarking.orgSeconds, Fewer Is BetterWaifu2x-NCNN Vulkan 20200818Scale: 2x - Denoise: 3 - TAA: YesPop OS 20.04Pop OS 20.103691215SE +/- 0.010, N = 3SE +/- 0.014, N = 39.1015.815

NCNN

Target: Vulkan GPU - Model: yolov4-tiny

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: yolov4-tinyPop OS 20.04Pop OS 20.1048121620SE +/- 0.02, N = 3SE +/- 0.04, N = 415.0410.12MIN: 12.6 / MAX: 42.1MIN: 9.51 / MAX: 33.511. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

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: CPUPop OS 20.04Pop OS 20.100.47880.95761.43641.91522.394SE +/- 0.02500, N = 6SE +/- 0.02199, N = 32.127891.50837MIN: 1.95MIN: 1.391. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

NCNN

Target: Vulkan GPU - Model: mobilenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: mobilenetPop OS 20.04Pop OS 20.103691215SE +/- 0.16, N = 3SE +/- 0.00, N = 49.987.25MIN: 8.51 / MAX: 38.16MIN: 7.17 / MAX: 9.661. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: squeezenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: squeezenetPop OS 20.04Pop OS 20.101.30952.6193.92855.2386.5475SE +/- 0.05, N = 3SE +/- 0.06, N = 45.824.28MIN: 5.53 / MAX: 19.72MIN: 3.98 / MAX: 12.421. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

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: CPUPop OS 20.04Pop OS 20.100.11440.22880.34320.45760.572SE +/- 0.006670, N = 4SE +/- 0.001131, N = 30.5085440.409650MIN: 0.46MIN: 0.391. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

G'MIC

Test: 2D Function Plotting, 1000 Times

OpenBenchmarking.orgSeconds, Fewer Is BetterG'MICTest: 2D Function Plotting, 1000 TimesPop OS 20.04Pop OS 20.1060120180240300SE +/- 1.54, N = 3SE +/- 1.23, N = 3222.56273.271. Version 2.4.5, Copyright (c) 2008-2019, David Tschumperle.

Polyhedron Fortran Benchmarks

Benchmark: air

OpenBenchmarking.orgSeconds, Fewer Is BetterPolyhedron Fortran BenchmarksBenchmark: airPop OS 20.04Pop OS 20.100.38480.76961.15441.53921.9241.711.43

Stress-NG

Test: Socket Activity

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: Socket ActivityPop OS 20.04Pop OS 20.105K10K15K20K25KSE +/- 178.33, N = 3SE +/- 41.65, N = 321460.2125587.371. (CC) gcc options: -O2 -std=gnu99 -lm -lcrypt -lrt -lz -ldl -lpthread -lc

Java 2D Microbenchmark

Rendering Test: Image Rendering

OpenBenchmarking.orgUnits Per Second, More Is BetterJava 2D Microbenchmark 1.0Rendering Test: Image RenderingPop OS 20.04Pop OS 20.102M4M6M8M10MSE +/- 33957.70, N = 4SE +/- 76198.19, N = 48553596.5110164303.16

Timed HMMer Search

Pfam Database Search

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed HMMer Search 3.3.1Pfam Database SearchPop OS 20.04Pop OS 20.104080120160200SE +/- 0.31, N = 3SE +/- 0.19, N = 3165.04192.731. (CC) gcc options: -O3 -pthread -lhmmer -leasel -lm

Mlpack Benchmark

Benchmark: scikit_ica

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_icaPop OS 20.04Pop OS 20.101224364860SE +/- 0.46, N = 3SE +/- 0.49, N = 351.9245.11

Timed FFmpeg Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed FFmpeg Compilation 4.2.2Time To CompilePop OS 20.04Pop OS 20.10510152025SE +/- 0.06, N = 3SE +/- 0.03, N = 319.7417.22

GEGL

Operation: Wavelet Blur

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: Wavelet BlurPop OS 20.04Pop OS 20.101428425670SE +/- 0.24, N = 3SE +/- 0.10, N = 364.7356.58

librsvg

Operation: SVG Files To PNG

OpenBenchmarking.orgSeconds, Fewer Is BetterlibrsvgOperation: SVG Files To PNGPop OS 20.04Pop OS 20.10714212835SE +/- 0.04, N = 3SE +/- 0.11, N = 329.1525.601. Pop OS 20.04: rsvg-convert version 2.48.72. Pop OS 20.10: rsvg-convert version 2.50.1

Stress-NG

Test: Semaphores

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: SemaphoresPop OS 20.04Pop OS 20.102M4M6M8M10MSE +/- 10552.55, N = 3SE +/- 73990.03, N = 310710303.239502361.991. (CC) gcc options: -O2 -std=gnu99 -lm -lcrypt -lrt -lz -ldl -lpthread -lc

GEGL

Operation: Antialias

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: AntialiasPop OS 20.04Pop OS 20.10918273645SE +/- 0.03, N = 3SE +/- 0.02, N = 341.0837.04

LeelaChessZero

Backend: Eigen

OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.26Backend: EigenPop OS 20.04Pop OS 20.1030060090012001500SE +/- 7.88, N = 3SE +/- 9.54, N = 3140315431. (CXX) g++ options: -flto -pthread

PyPerformance

Benchmark: django_template

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: django_templatePop OS 20.04Pop OS 20.101122334455SE +/- 0.23, N = 3SE +/- 0.03, N = 347.543.3

GEGL

Operation: Color Enhance

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: Color EnhancePop OS 20.04Pop OS 20.101326395265SE +/- 0.10, N = 3SE +/- 0.12, N = 358.1052.98

NCNN

Target: Vulkan GPU - Model: blazeface

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: blazefacePop OS 20.04Pop OS 20.100.28130.56260.84391.12521.4065SE +/- 0.04, N = 3SE +/- 0.01, N = 41.251.14MIN: 1.1 / MAX: 15.98MIN: 1.01 / MAX: 5.191. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

GEGL

Operation: Scale

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: ScalePop OS 20.04Pop OS 20.10246810SE +/- 0.019, N = 3SE +/- 0.052, N = 36.6046.025

GEGL

Operation: Tile Glass

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: Tile GlassPop OS 20.04Pop OS 20.10816243240SE +/- 0.04, N = 3SE +/- 0.01, N = 332.9730.16

PyPerformance

Benchmark: pickle_pure_python

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pickle_pure_pythonPop OS 20.04Pop OS 20.10100200300400500SE +/- 2.40, N = 3SE +/- 0.33, N = 3441404

TensorFlow Lite

Model: Inception ResNet V2

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception ResNet V2Pop OS 20.04Pop OS 20.10140K280K420K560K700KSE +/- 9183.49, N = 3SE +/- 9494.68, N = 3608725662848

TNN

Target: CPU - Model: MobileNet v2

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: MobileNet v2Pop OS 20.04Pop OS 20.1060120180240300SE +/- 3.39, N = 3SE +/- 0.33, N = 3285.92263.78MIN: 272.2 / MAX: 310.86MIN: 253.36 / MAX: 295.531. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl

Stress-NG

Test: MEMFD

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: MEMFDPop OS 20.04Pop OS 20.1030060090012001500SE +/- 1.43, N = 3SE +/- 2.24, N = 31328.981228.261. (CC) gcc options: -O2 -std=gnu99 -lm -lcrypt -lrt -lz -ldl -lpthread -lc

GEGL

Operation: Reflect

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: ReflectPop OS 20.04Pop OS 20.10714212835SE +/- 0.08, N = 3SE +/- 0.00, N = 331.5929.35

GEGL

Operation: Crop

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: CropPop OS 20.04Pop OS 20.10246810SE +/- 0.043, N = 3SE +/- 0.037, N = 38.8438.249

PyPerformance

Benchmark: json_loads

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: json_loadsPop OS 20.04Pop OS 20.10612182430SE +/- 0.03, N = 3SE +/- 0.03, N = 323.925.5

GEGL

Operation: Rotate 90 Degrees

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: Rotate 90 DegreesPop OS 20.04Pop OS 20.10918273645SE +/- 0.01, N = 3SE +/- 0.02, N = 339.9237.45

LeelaChessZero

Backend: BLAS

OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.26Backend: BLASPop OS 20.04Pop OS 20.1030060090012001500SE +/- 23.33, N = 3SE +/- 5.84, N = 3146215551. (CXX) g++ options: -flto -pthread

Apache CouchDB

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache CouchDB 3.1.1Bulk Size: 100 - Inserts: 1000 - Rounds: 24Pop OS 20.04Pop OS 20.10306090120150SE +/- 0.94, N = 3SE +/- 0.06, N = 3119.19112.351. (CXX) g++ options: -std=c++14 -lmozjs-68 -lm -lerl_interface -lei -fPIC -MMD

NCNN

Target: CPU - Model: shufflenet-v2

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: shufflenet-v2Pop OS 20.04Pop OS 20.1048121620SE +/- 0.45, N = 3SE +/- 0.32, N = 314.4013.59MIN: 13.1 / MAX: 33.21MIN: 12.75 / MAX: 19.231. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

WebP Image Encode

Encode Settings: Default

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: DefaultPop OS 20.04Pop OS 20.100.33320.66640.99961.33281.666SE +/- 0.002, N = 3SE +/- 0.005, N = 31.4811.3981. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff

Stress-NG

Test: CPU Stress

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: CPU StressPop OS 20.04Pop OS 20.105K10K15K20K25KSE +/- 126.54, N = 3SE +/- 34.23, N = 323480.9224863.251. (CC) gcc options: -O2 -std=gnu99 -lm -lcrypt -lrt -lz -ldl -lpthread -lc

Polyhedron Fortran Benchmarks

Benchmark: fatigue2

OpenBenchmarking.orgSeconds, Fewer Is BetterPolyhedron Fortran BenchmarksBenchmark: fatigue2Pop OS 20.04Pop OS 20.10122436486048.6151.47

Coremark

CoreMark Size 666 - Iterations Per Second

OpenBenchmarking.orgIterations/Sec, More Is BetterCoremark 1.0CoreMark Size 666 - Iterations Per SecondPop OS 20.04Pop OS 20.10500K1000K1500K2000K2500KSE +/- 15042.16, N = 3SE +/- 7921.87, N = 32256436.982389189.571. (CC) gcc options: -O2 -lrt" -lrt

Caffe

Model: GoogleNet - Acceleration: CPU - Iterations: 100

OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2020-02-13Model: GoogleNet - Acceleration: CPU - Iterations: 100Pop OS 20.04Pop OS 20.1030K60K90K120K150KSE +/- 128.26, N = 3SE +/- 403.30, N = 31481131399131. (CXX) g++ options: -fPIC -O3 -rdynamic -lglog -lgflags -lprotobuf -lpthread -lsz -lz -ldl -lm -llmdb -lopenblas

Stress-NG

Test: NUMA

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: NUMAPop OS 20.04Pop OS 20.1030060090012001500SE +/- 10.43, N = 3SE +/- 11.10, N = 31436.461360.331. (CC) gcc options: -O2 -std=gnu99 -lm -lcrypt -lrt -lz -ldl -lpthread -lc

Stress-NG

Test: Forking

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: ForkingPop OS 20.04Pop OS 20.1013K26K39K52K65KSE +/- 318.60, N = 3SE +/- 554.14, N = 960628.8457529.801. (CC) gcc options: -O2 -std=gnu99 -lm -lcrypt -lrt -lz -ldl -lpthread -lc

GEGL

Operation: Cartoon

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: CartoonPop OS 20.04Pop OS 20.1020406080100SE +/- 0.33, N = 3SE +/- 0.07, N = 394.5289.72

SQLite

Threads / Copies: 8

OpenBenchmarking.orgSeconds, Fewer Is BetterSQLite 3.30.1Threads / Copies: 8Pop OS 20.04Pop OS 20.10306090120150SE +/- 0.34, N = 3SE +/- 0.19, N = 3115.00121.121. (CC) gcc options: -O2 -lz -lm -ldl -lpthread

Java 2D Microbenchmark

Rendering Test: Text Rendering

OpenBenchmarking.orgUnits Per Second, More Is BetterJava 2D Microbenchmark 1.0Rendering Test: Text RenderingPop OS 20.04Pop OS 20.105K10K15K20K25KSE +/- 265.68, N = 4SE +/- 169.43, N = 421836.3420762.68

Java 2D Microbenchmark

Rendering Test: All Rendering Tests

OpenBenchmarking.orgUnits Per Second, More Is BetterJava 2D Microbenchmark 1.0Rendering Test: All Rendering TestsPop OS 20.04Pop OS 20.102M4M6M8M10MSE +/- 81902.34, N = 4SE +/- 32569.86, N = 47815320.968213273.01

Facebook RocksDB

Test: Read While Writing

OpenBenchmarking.orgOp/s, More Is BetterFacebook RocksDB 6.3.6Test: Read While WritingPop OS 20.04Pop OS 20.102M4M6M8M10MSE +/- 31345.48, N = 3SE +/- 73738.48, N = 3759955179795151. (CXX) g++ options: -O3 -march=native -std=c++11 -fno-builtin-memcmp -fno-rtti -rdynamic -lpthread

GIMP

Test: auto-levels

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.18Test: auto-levelsPop OS 20.04Pop OS 20.1048121620SE +/- 0.22, N = 4SE +/- 0.09, N = 315.8315.11

PyPerformance

Benchmark: regex_compile

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: regex_compilePop OS 20.04Pop OS 20.104080120160200SE +/- 0.58, N = 3SE +/- 0.33, N = 3160153

ParaView

Test: Wavelet Contour - Resolution: 1920 x 1080

OpenBenchmarking.orgMiPolys / Sec, More Is BetterParaView 5.4.1Test: Wavelet Contour - Resolution: 1920 x 1080Pop OS 20.04Pop OS 20.107001400210028003500SE +/- 34.36, N = 7SE +/- 15.16, N = 33145.943289.28

ParaView

Test: Wavelet Contour - Resolution: 1920 x 1080

OpenBenchmarking.orgFrames / Sec, More Is BetterParaView 5.4.1Test: Wavelet Contour - Resolution: 1920 x 1080Pop OS 20.04Pop OS 20.1070140210280350SE +/- 3.30, N = 7SE +/- 1.46, N = 3301.88315.63

Kvazaar

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

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.0Video Input: Bosphorus 1080p - Video Preset: Ultra FastPop OS 20.04Pop OS 20.1050100150200250SE +/- 3.51, N = 3SE +/- 1.02, N = 3243.71233.201. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

LuaJIT

Test: Sparse Matrix Multiply

OpenBenchmarking.orgMflops, More Is BetterLuaJIT 2.1-gitTest: Sparse Matrix MultiplyPop OS 20.04Pop OS 20.1030060090012001500SE +/- 3.63, N = 3SE +/- 4.60, N = 31221.291275.801. (CC) gcc options: -lm -ldl -O2 -fomit-frame-pointer -U_FORTIFY_SOURCE -fno-stack-protector

Timed PHP Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed PHP Compilation 7.4.2Time To CompilePop OS 20.04Pop OS 20.10918273645SE +/- 0.05, N = 3SE +/- 0.04, N = 335.4537.02

ParaView

Test: Wavelet Contour - Resolution: 3840 x 2160

OpenBenchmarking.orgFrames / Sec, More Is BetterParaView 5.4.1Test: Wavelet Contour - Resolution: 3840 x 2160Pop OS 20.04Pop OS 20.104080120160200SE +/- 0.20, N = 3SE +/- 0.84, N = 3164.19171.43

ParaView

Test: Wavelet Contour - Resolution: 3840 x 2160

OpenBenchmarking.orgMiPolys / Sec, More Is BetterParaView 5.4.1Test: Wavelet Contour - Resolution: 3840 x 2160Pop OS 20.04Pop OS 20.10400800120016002000SE +/- 2.06, N = 3SE +/- 8.76, N = 31711.071786.50

LevelDB

Benchmark: Fill Sync

OpenBenchmarking.orgMB/s, More Is BetterLevelDB 1.22Benchmark: Fill SyncPop OS 20.04Pop OS 20.100.541.081.622.162.7SE +/- 0.00, N = 3SE +/- 0.03, N = 32.42.31. (CXX) g++ options: -O3 -lsnappy -lpthread

GNU Octave Benchmark

OpenBenchmarking.orgSeconds, Fewer Is BetterGNU Octave Benchmark 5.2.0Pop OS 20.04Pop OS 20.10246810SE +/- 0.047, N = 5SE +/- 0.041, N = 57.0097.311

VkFFT

OpenBenchmarking.orgBenchmark Score, More Is BetterVkFFT 2020-09-29Pop OS 20.04Pop OS 20.104K8K12K16K20KSE +/- 45.28, N = 3SE +/- 52.84, N = 32050619661

PyPerformance

Benchmark: pathlib

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pathlibPop OS 20.04Pop OS 20.1048121620SE +/- 0.03, N = 3SE +/- 0.06, N = 316.317.0

PostMark

Disk Transaction Performance

OpenBenchmarking.orgTPS, More Is BetterPostMark 1.51Disk Transaction PerformancePop OS 20.04Pop OS 20.1016003200480064008000SE +/- 79.00, N = 3765473521. (CC) gcc options: -O3

TNN

Target: CPU - Model: SqueezeNet v1.1

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: SqueezeNet v1.1Pop OS 20.04Pop OS 20.1060120180240300SE +/- 0.59, N = 3SE +/- 0.04, N = 3252.18242.39MIN: 249.83 / MAX: 254.13MIN: 241.15 / MAX: 244.951. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl

SVT-VP9

Tuning: PSNR/SSIM Optimized - Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.1Tuning: PSNR/SSIM Optimized - Input: Bosphorus 1080pPop OS 20.04Pop OS 20.1090180270360450SE +/- 2.19, N = 3SE +/- 2.66, N = 3394.07379.141. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

LibRaw

Post-Processing Benchmark

OpenBenchmarking.orgMpix/sec, More Is BetterLibRaw 0.20Post-Processing BenchmarkPop OS 20.04Pop OS 20.101020304050SE +/- 0.46, N = 3SE +/- 0.06, N = 341.8340.251. (CXX) g++ options: -O2 -fopenmp -ljpeg -lz -lm

LuaJIT

Test: Dense LU Matrix Factorization

OpenBenchmarking.orgMflops, More Is BetterLuaJIT 2.1-gitTest: Dense LU Matrix FactorizationPop OS 20.04Pop OS 20.108001600240032004000SE +/- 18.22, N = 3SE +/- 9.34, N = 33668.793810.871. (CC) gcc options: -lm -ldl -O2 -fomit-frame-pointer -U_FORTIFY_SOURCE -fno-stack-protector

TensorFlow Lite

Model: Inception V4

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception V4Pop OS 20.04Pop OS 20.10160K320K480K640K800KSE +/- 12287.55, N = 3SE +/- 8089.81, N = 3712026739387

Caffe

Model: AlexNet - Acceleration: CPU - Iterations: 100

OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2020-02-13Model: AlexNet - Acceleration: CPU - Iterations: 100Pop OS 20.04Pop OS 20.1012K24K36K48K60KSE +/- 240.27, N = 3SE +/- 96.78, N = 355465534251. (CXX) g++ options: -fPIC -O3 -rdynamic -lglog -lgflags -lprotobuf -lpthread -lsz -lz -ldl -lm -llmdb -lopenblas

ParaView

Test: Wavelet Volume - Resolution: 1920 x 1080

OpenBenchmarking.orgFrames / Sec, More Is BetterParaView 5.4.1Test: Wavelet Volume - Resolution: 1920 x 1080Pop OS 20.04Pop OS 20.1050100150200250SE +/- 0.22, N = 3SE +/- 1.90, N = 15219.58227.81

ParaView

Test: Wavelet Volume - Resolution: 1920 x 1080

OpenBenchmarking.orgMiVoxels / Sec, More Is BetterParaView 5.4.1Test: Wavelet Volume - Resolution: 1920 x 1080Pop OS 20.04Pop OS 20.108001600240032004000SE +/- 3.52, N = 3SE +/- 30.37, N = 153513.253644.93

WebP Image Encode

Encode Settings: Quality 100, Highest Compression

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, Highest CompressionPop OS 20.04Pop OS 20.10246810SE +/- 0.015, N = 3SE +/- 0.011, N = 37.1387.4041. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff

Appleseed

Scene: Material Tester

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: Material TesterPop OS 20.04Pop OS 20.10306090120150150.80145.51

Xonotic

Resolution: 3840 x 2160 - Effects Quality: High

OpenBenchmarking.orgFrames Per Second, More Is BetterXonotic 0.8.2Resolution: 3840 x 2160 - Effects Quality: HighPop OS 20.04Pop OS 20.1080160240320400SE +/- 3.24, N = 3SE +/- 1.03, N = 3383.47370.21MIN: 235 / MAX: 737MIN: 221 / MAX: 712

Stress-NG

Test: SENDFILE

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: SENDFILEPop OS 20.04Pop OS 20.10200K400K600K800K1000KSE +/- 4104.72, N = 3SE +/- 4367.48, N = 3939891.74908290.791. (CC) gcc options: -O2 -std=gnu99 -lm -lcrypt -lrt -lz -ldl -lpthread -lc

Polyhedron Fortran Benchmarks

Benchmark: mdbx

OpenBenchmarking.orgSeconds, Fewer Is BetterPolyhedron Fortran BenchmarksBenchmark: mdbxPop OS 20.04Pop OS 20.101.02382.04763.07144.09525.1194.404.55

Polyhedron Fortran Benchmarks

Benchmark: channel2

OpenBenchmarking.orgSeconds, Fewer Is BetterPolyhedron Fortran BenchmarksBenchmark: channel2Pop OS 20.04Pop OS 20.10102030405041.8043.22

Kripke

OpenBenchmarking.orgThroughput FoM, More Is BetterKripke 1.2.4Pop OS 20.04Pop OS 20.1010M20M30M40M50MSE +/- 167341.17, N = 3SE +/- 261985.44, N = 344881177464008231. (CXX) g++ options: -O3 -fopenmp

LevelDB

Benchmark: Hot Read

OpenBenchmarking.orgMicroseconds Per Op, Fewer Is BetterLevelDB 1.22Benchmark: Hot ReadPop OS 20.04Pop OS 20.10306090120150SE +/- 0.39, N = 3SE +/- 0.18, N = 3109.52113.171. (CXX) g++ options: -O3 -lsnappy -lpthread

AI Benchmark Alpha

Device Inference Score

OpenBenchmarking.orgScore, More Is BetterAI Benchmark Alpha 0.1.2Device Inference ScorePop OS 20.04Pop OS 20.1040080012001600200019331873

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: 10000Pop OS 20.04Pop OS 20.10300K600K900K1200K1500KSE +/- 2557.98, N = 3SE +/- 3262.53, N = 31512392.31560822.3

Stress-NG

Test: Malloc

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: MallocPop OS 20.04Pop OS 20.10300M600M900M1200M1500MSE +/- 3294705.19, N = 3SE +/- 4454743.33, N = 31434398195.481479267553.141. (CC) gcc options: -O2 -std=gnu99 -lm -lcrypt -lrt -lz -ldl -lpthread -lc

SVT-VP9

Tuning: Visual Quality Optimized - Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.1Tuning: Visual Quality Optimized - Input: Bosphorus 1080pPop OS 20.04Pop OS 20.1070140210280350SE +/- 2.60, N = 3SE +/- 1.98, N = 3326.72316.811. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

LevelDB

Benchmark: Random Read

OpenBenchmarking.orgMicroseconds Per Op, Fewer Is BetterLevelDB 1.22Benchmark: Random ReadPop OS 20.04Pop OS 20.10306090120150SE +/- 0.20, N = 3SE +/- 1.63, N = 4110.00113.431. (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: 10000Pop OS 20.04Pop OS 20.10300K600K900K1200K1500KSE +/- 1531.99, N = 3SE +/- 3082.28, N = 31557894.41605455.6

Polyhedron Fortran Benchmarks

Benchmark: test_fpu2

OpenBenchmarking.orgSeconds, Fewer Is BetterPolyhedron Fortran BenchmarksBenchmark: test_fpu2Pop OS 20.04Pop OS 20.1071421283528.5529.40

ASTC Encoder

Preset: Thorough

OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 2.0Preset: ThoroughPop OS 20.04Pop OS 20.103691215SE +/- 0.04, N = 3SE +/- 0.03, N = 39.729.441. (CXX) g++ options: -std=c++14 -fvisibility=hidden -O3 -flto -mfpmath=sse -mavx2 -mpopcnt -lpthread

PyPerformance

Benchmark: crypto_pyaes

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: crypto_pyaesPop OS 20.04Pop OS 20.1020406080100103106

PyPerformance

Benchmark: nbody

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: nbodyPop OS 20.04Pop OS 20.1020406080100SE +/- 0.33, N = 3SE +/- 0.33, N = 3108111

LAME MP3 Encoding

WAV To MP3

OpenBenchmarking.orgSeconds, Fewer Is BetterLAME MP3 Encoding 3.100WAV To MP3Pop OS 20.04Pop OS 20.10246810SE +/- 0.024, N = 3SE +/- 0.011, N = 37.3127.5121. (CC) gcc options: -O3 -ffast-math -funroll-loops -fschedule-insns2 -fbranch-count-reg -fforce-addr -pipe -lm

PyPerformance

Benchmark: 2to3

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: 2to3Pop OS 20.04Pop OS 20.1070140210280350302294

IOR

Read Test

OpenBenchmarking.orgMB/s, More Is BetterIOR 3.2.1Read TestPop OS 20.04Pop OS 20.1030060090012001500SE +/- 24.01, N = 3SE +/- 20.07, N = 31610.781568.55MIN: 1389.69 / MAX: 1676.23MIN: 1381.67 / MAX: 1657.331. (CC) gcc options: -O2 -lm -pthread -lmpi

LuaJIT

Test: Composite

OpenBenchmarking.orgMflops, More Is BetterLuaJIT 2.1-gitTest: CompositePop OS 20.04Pop OS 20.1030060090012001500SE +/- 2.00, N = 3SE +/- 2.02, N = 31541.471582.411. (CC) gcc options: -lm -ldl -O2 -fomit-frame-pointer -U_FORTIFY_SOURCE -fno-stack-protector

Stockfish

Total Time

OpenBenchmarking.orgNodes Per Second, More Is BetterStockfish 9Total TimePop OS 20.04Pop OS 20.1030M60M90M120M150MSE +/- 263429.87, N = 3SE +/- 1603296.03, N = 71464634861426774141. (CXX) g++ options: -m64 -lpthread -fno-exceptions -std=c++11 -pedantic -O3 -msse -msse3 -mpopcnt -flto

Cryptsetup

PBKDF2-whirlpool

OpenBenchmarking.orgIterations Per Second, More Is BetterCryptsetupPBKDF2-whirlpoolPop OS 20.04Pop OS 20.10160K320K480K640K800KSE +/- 1928.95, N = 3SE +/- 2723.47, N = 3705963724508

Timed MPlayer Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed MPlayer Compilation 1.4Time To CompilePop OS 20.04Pop OS 20.103691215SE +/- 0.03, N = 3SE +/- 0.07, N = 310.6110.89

AI Benchmark Alpha

Device AI Score

OpenBenchmarking.orgScore, More Is BetterAI Benchmark Alpha 0.1.2Device AI ScorePop OS 20.04Pop OS 20.10700140021002800350031313052

SVT-HEVC

1080p 8-bit YUV To HEVC Video Encode

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.4.11080p 8-bit YUV To HEVC Video EncodePop OS 20.04Pop OS 20.1050100150200250SE +/- 1.79, N = 3SE +/- 0.16, N = 3208.29203.141. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt

CloverLeaf

Lagrangian-Eulerian Hydrodynamics

OpenBenchmarking.orgSeconds, Fewer Is BetterCloverLeafLagrangian-Eulerian HydrodynamicsPop OS 20.04Pop OS 20.100.09230.18460.27690.36920.4615SE +/- 0.00, N = 3SE +/- 0.00, N = 30.400.411. (F9X) gfortran options: -O3 -march=native -funroll-loops -fopenmp

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 CompressionPop OS 20.04Pop OS 20.10816243240SE +/- 0.22, N = 3SE +/- 0.17, N = 333.5034.331. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff

TensorFlow Lite

Model: Mobilenet Quant

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet QuantPop OS 20.04Pop OS 20.107K14K21K28K35KSE +/- 353.76, N = 3SE +/- 314.48, N = 333371.232579.6

Polyhedron Fortran Benchmarks

Benchmark: capacita

OpenBenchmarking.orgSeconds, Fewer Is BetterPolyhedron Fortran BenchmarksBenchmark: capacitaPop OS 20.04Pop OS 20.104812162016.2715.89

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: CPUPop OS 20.04Pop OS 20.100.46610.93221.39831.86442.3305SE +/- 0.01201, N = 3SE +/- 0.00102, N = 32.071532.02358MIN: 1.93MIN: 1.921. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

IOR

Write Test

OpenBenchmarking.orgMB/s, More Is BetterIOR 3.2.1Write TestPop OS 20.04Pop OS 20.1070140210280350SE +/- 4.29, N = 3SE +/- 1.71, N = 3316.52309.61MIN: 87.5 / MAX: 347.79MIN: 70.58 / MAX: 347.581. (CC) gcc options: -O2 -lm -pthread -lmpi

ASTC Encoder

Preset: Fast

OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 2.0Preset: FastPop OS 20.04Pop OS 20.101.03952.0793.11854.1585.1975SE +/- 0.01, N = 3SE +/- 0.02, N = 34.624.521. (CXX) g++ options: -std=c++14 -fvisibility=hidden -O3 -flto -mfpmath=sse -mavx2 -mpopcnt -lpthread

Mobile Neural Network

Model: inception-v3

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2020-09-17Model: inception-v3Pop OS 20.04Pop OS 20.10714212835SE +/- 0.17, N = 15SE +/- 0.20, N = 1531.8531.19MIN: 30.35 / MAX: 35.69MIN: 29.36 / MAX: 36.621. (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

SQLite Speedtest

Timed Time - Size 1,000

OpenBenchmarking.orgSeconds, Fewer Is BetterSQLite Speedtest 3.30Timed Time - Size 1,000Pop OS 20.04Pop OS 20.101428425670SE +/- 0.08, N = 3SE +/- 0.31, N = 364.2762.931. (CC) gcc options: -O2 -ldl -lz -lpthread

Zstd Compression

Compression Level: 19

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.5Compression Level: 19Pop OS 20.04Pop OS 20.1020406080100SE +/- 0.06, N = 3SE +/- 1.07, N = 381.780.01. (CC) gcc options: -O3 -pthread -lz -llzma

ASTC Encoder

Preset: Medium

OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 2.0Preset: MediumPop OS 20.04Pop OS 20.101.19932.39863.59794.79725.9965SE +/- 0.01, N = 3SE +/- 0.00, N = 35.335.221. (CXX) g++ options: -std=c++14 -fvisibility=hidden -O3 -flto -mfpmath=sse -mavx2 -mpopcnt -lpthread

WebP Image Encode

Encode Settings: Quality 100, Lossless

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, LosslessPop OS 20.04Pop OS 20.1048121620SE +/- 0.06, N = 3SE +/- 0.04, N = 316.3016.641. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff

LAMMPS Molecular Dynamics Simulator

Model: Rhodopsin Protein

OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 24Aug2020Model: Rhodopsin ProteinPop OS 20.04Pop OS 20.10612182430SE +/- 0.21, N = 14SE +/- 0.20, N = 1523.8523.361. (CXX) g++ options: -O3 -pthread -lm

SVT-AV1

Encoder Mode: Enc Mode 4 - Input: 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8Encoder Mode: Enc Mode 4 - Input: 1080pPop OS 20.04Pop OS 20.103691215SE +/- 0.022, N = 3SE +/- 0.015, N = 39.6969.5011. (CXX) g++ options: -O3 -fcommon -fPIE -fPIC -pie

ASTC Encoder

Preset: Exhaustive

OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 2.0Preset: ExhaustivePop OS 20.04Pop OS 20.10918273645SE +/- 0.19, N = 3SE +/- 0.20, N = 337.6036.851. (CXX) g++ options: -std=c++14 -fvisibility=hidden -O3 -flto -mfpmath=sse -mavx2 -mpopcnt -lpthread

John The Ripper

Test: Blowfish

OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 1.9.0-jumbo-1Test: BlowfishPop OS 20.04Pop OS 20.1020K40K60K80K100KSE +/- 733.19, N = 3SE +/- 698.02, N = 387910896921. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -pthread -lm -lz -ldl -lcrypt -lbz2

WebP Image Encode

Encode Settings: Quality 100

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100Pop OS 20.04Pop OS 20.100.5151.031.5452.062.575SE +/- 0.007, N = 3SE +/- 0.012, N = 32.2892.2451. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff

Zstd Compression

Compression Level: 3

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.5Compression Level: 3Pop OS 20.04Pop OS 20.1016003200480064008000SE +/- 14.49, N = 3SE +/- 57.84, N = 37285.87428.51. (CC) gcc options: -O3 -pthread -lz -llzma

oneDNN

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

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: IP Batch 1D - Data Type: f32 - Engine: CPUPop OS 20.04Pop OS 20.100.28450.5690.85351.1381.4225SE +/- 0.01741, N = 4SE +/- 0.00845, N = 31.264411.24053MIN: 1.17MIN: 1.151. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

RNNoise

OpenBenchmarking.orgSeconds, Fewer Is BetterRNNoise 2020-06-28Pop OS 20.04Pop OS 20.10510152025SE +/- 0.04, N = 3SE +/- 0.05, N = 318.8118.461. (CC) gcc options: -O2 -pedantic -fvisibility=hidden

Tesseract OCR

Time To OCR 7 Images

OpenBenchmarking.orgSeconds, Fewer Is BetterTesseract OCR 4.1.1Time To OCR 7 ImagesPop OS 20.04Pop OS 20.10612182430SE +/- 0.09, N = 3SE +/- 0.13, N = 324.9724.51

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: CPUPop OS 20.04Pop OS 20.10306090120150SE +/- 0.34, N = 3SE +/- 0.36, N = 3115.07112.93MIN: 112.93MIN: 111.31. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

Hugin

Panorama Photo Assistant + Stitching Time

OpenBenchmarking.orgSeconds, Fewer Is BetterHuginPanorama Photo Assistant + Stitching TimePop OS 20.04Pop OS 20.101122334455SE +/- 0.31, N = 3SE +/- 0.43, N = 346.7445.87

NCNN

Target: CPU - Model: resnet50

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: resnet50Pop OS 20.04Pop OS 20.10918273645SE +/- 1.06, N = 3SE +/- 0.98, N = 338.4237.72MIN: 35.21 / MAX: 58.99MIN: 34.84 / MAX: 50.321. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Selenium

Benchmark: ARES-6 - Browser: Firefox

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: ARES-6 - Browser: FirefoxPop OS 20.04Pop OS 20.101020304050SE +/- 0.26, N = 3SE +/- 0.09, N = 344.1443.341. firefox 82.0

Polyhedron Fortran Benchmarks

Benchmark: ac

OpenBenchmarking.orgSeconds, Fewer Is BetterPolyhedron Fortran BenchmarksBenchmark: acPop OS 20.04Pop OS 20.102468106.075.96

GIMP

Test: resize

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.18Test: resizePop OS 20.04Pop OS 20.10246810SE +/- 0.048, N = 3SE +/- 0.019, N = 38.5258.377

NCNN

Target: CPU - Model: efficientnet-b0

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: efficientnet-b0Pop OS 20.04Pop OS 20.1048121620SE +/- 0.55, N = 3SE +/- 0.56, N = 317.6617.37MIN: 16.49 / MAX: 33.24MIN: 16.21 / MAX: 21.361. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

AI Benchmark Alpha

Device Training Score

OpenBenchmarking.orgScore, More Is BetterAI Benchmark Alpha 0.1.2Device Training ScorePop OS 20.04Pop OS 20.103006009001200150011981179

PyPerformance

Benchmark: raytrace

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: raytracePop OS 20.04Pop OS 20.10100200300400500439446

NCNN

Target: CPU - Model: mobilenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: mobilenetPop OS 20.04Pop OS 20.10714212835SE +/- 0.96, N = 3SE +/- 0.17, N = 328.3227.88MIN: 25.72 / MAX: 47.5MIN: 26.24 / MAX: 32.461. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

LevelDB

Benchmark: Random Fill

OpenBenchmarking.orgMicroseconds Per Op, Fewer Is BetterLevelDB 1.22Benchmark: Random FillPop OS 20.04Pop OS 20.10130260390520650SE +/- 1.02, N = 3SE +/- 0.57, N = 3623.73614.091. (CXX) g++ options: -O3 -lsnappy -lpthread

SVT-AV1

Encoder Mode: Enc Mode 0 - Input: 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8Encoder Mode: Enc Mode 0 - Input: 1080pPop OS 20.04Pop OS 20.100.02930.05860.08790.11720.1465SE +/- 0.000, N = 3SE +/- 0.000, N = 30.1280.1301. (CXX) g++ options: -O3 -fcommon -fPIE -fPIC -pie

Stress-NG

Test: Memory Copying

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: Memory CopyingPop OS 20.04Pop OS 20.102K4K6K8K10KSE +/- 43.47, N = 3SE +/- 33.35, N = 38297.238172.441. (CC) gcc options: -O2 -std=gnu99 -lm -lcrypt -lrt -lz -ldl -lpthread -lc

NCNN

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

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU-v2-v2 - Model: mobilenet-v2Pop OS 20.04Pop OS 20.103691215SE +/- 0.25, N = 3SE +/- 0.14, N = 313.3913.19MIN: 12.05 / MAX: 28.62MIN: 12.15 / MAX: 28.441. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Tesseract

Resolution: 3840 x 2160

OpenBenchmarking.orgFrames Per Second, More Is BetterTesseract 2014-05-12Resolution: 3840 x 2160Pop OS 20.04Pop OS 20.1070140210280350SE +/- 1.73, N = 3SE +/- 1.73, N = 3311.58316.25

Appleseed

Scene: Emily

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: EmilyPop OS 20.04Pop OS 20.10306090120150133.24135.14

Facebook RocksDB

Test: Random Fill Sync

OpenBenchmarking.orgOp/s, More Is BetterFacebook RocksDB 6.3.6Test: Random Fill SyncPop OS 20.04Pop OS 20.105K10K15K20K25KSE +/- 2.65, N = 3SE +/- 26.77, N = 323168228471. (CXX) g++ options: -O3 -march=native -std=c++11 -fno-builtin-memcmp -fno-rtti -rdynamic -lpthread

NCNN

Target: Vulkan GPU - Model: efficientnet-b0

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: efficientnet-b0Pop OS 20.04Pop OS 20.103691215SE +/- 0.11, N = 3SE +/- 0.28, N = 411.5511.39MIN: 10.46 / MAX: 34.72MIN: 6.96 / MAX: 37.91. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Mobile Neural Network

Model: MobileNetV2_224

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2020-09-17Model: MobileNetV2_224Pop OS 20.04Pop OS 20.101.22632.45263.67894.90526.1315SE +/- 0.011, N = 15SE +/- 0.029, N = 155.3755.450MIN: 5.14 / MAX: 6.33MIN: 4.99 / MAX: 6.161. (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

Hierarchical INTegration

Test: FLOAT

OpenBenchmarking.orgQUIPs, More Is BetterHierarchical INTegration 1.0Test: FLOATPop OS 20.04Pop OS 20.1080M160M240M320M400MSE +/- 36581.81, N = 3SE +/- 483895.89, N = 3373293210.02368160160.201. (CC) gcc options: -O3 -march=native -lm

Tesseract

Resolution: 1920 x 1080

OpenBenchmarking.orgFrames Per Second, More Is BetterTesseract 2014-05-12Resolution: 1920 x 1080Pop OS 20.04Pop OS 20.1080160240320400SE +/- 3.18, N = 15SE +/- 4.54, N = 3369.07364.08

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 tau100.0Pop OS 20.04Pop OS 20.1050100150200250SE +/- 0.88, N = 3SE +/- 0.67, N = 3223220-lopen-rte -lopen-pal -lhwloc -ldl -levent -levent_pthreads -lutil -lrt -lz1. (F9X) gfortran options: -cpp -Jsource/ -ffree-line-length-0 -lm -std=legacy -O3 -O2 -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi

LevelDB

Benchmark: Random Fill

OpenBenchmarking.orgMB/s, More Is BetterLevelDB 1.22Benchmark: Random FillPop OS 20.04Pop OS 20.10612182430SE +/- 0.03, N = 3SE +/- 0.03, N = 322.723.01. (CXX) g++ options: -O3 -lsnappy -lpthread

NCNN

Target: CPU - Model: yolov4-tiny

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: yolov4-tinyPop OS 20.04Pop OS 20.10816243240SE +/- 0.24, N = 3SE +/- 0.32, N = 336.3035.83MIN: 35.04 / MAX: 56.23MIN: 34.82 / MAX: 52.071. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

PyBench

Total For Average Test Times

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyBench 2018-02-16Total For Average Test TimesPop OS 20.04Pop OS 20.102004006008001000SE +/- 2.40, N = 3SE +/- 1.45, N = 3941953

Mlpack Benchmark

Benchmark: scikit_linearridgeregression

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_linearridgeregressionPop OS 20.04Pop OS 20.100.36230.72461.08691.44921.8115SE +/- 0.01, N = 10SE +/- 0.01, N = 31.591.61

ET: Legacy

Renderer: Renderer2 - Resolution: 3840 x 2160

OpenBenchmarking.orgFrames Per Second, More Is BetterET: Legacy 2.75Renderer: Renderer2 - Resolution: 3840 x 2160Pop OS 20.04Pop OS 20.1050100150200250SE +/- 3.22, N = 3SE +/- 1.53, N = 3241.5238.5

eSpeak-NG Speech Engine

Text-To-Speech Synthesis

OpenBenchmarking.orgSeconds, Fewer Is BettereSpeak-NG Speech Engine 20200907Text-To-Speech SynthesisPop OS 20.04Pop OS 20.10714212835SE +/- 0.03, N = 4SE +/- 0.03, N = 428.1228.471. (CC) gcc options: -O2 -std=c99

Polyhedron Fortran Benchmarks

Benchmark: aermod

OpenBenchmarking.orgSeconds, Fewer Is BetterPolyhedron Fortran BenchmarksBenchmark: aermodPop OS 20.04Pop OS 20.101.30732.61463.92195.22926.53655.745.81

Polyhedron Fortran Benchmarks

Benchmark: mp_prop_design

OpenBenchmarking.orgSeconds, Fewer Is BetterPolyhedron Fortran BenchmarksBenchmark: mp_prop_designPop OS 20.04Pop OS 20.10122436486055.3054.64

Blender

Blend File: Classroom - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: Classroom - Compute: CPU-OnlyPop OS 20.04Pop OS 20.1020406080100SE +/- 0.44, N = 3SE +/- 0.60, N = 384.9585.97

Selenium

Benchmark: Speedometer - Browser: Firefox

OpenBenchmarking.orgRuns Per Minute, More Is BetterSeleniumBenchmark: Speedometer - Browser: FirefoxPop OS 20.04Pop OS 20.1020406080100SE +/- 0.15, N = 3SE +/- 0.88, N = 385.184.11. firefox 82.0

OSPray

Demo: San Miguel - Renderer: SciVis

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: San Miguel - Renderer: SciVisPop OS 20.04Pop OS 20.101530456075SE +/- 0.79, N = 6SE +/- 0.00, N = 1267.4666.67MIN: 62.5 / MAX: 76.92MIN: 62.5 / MAX: 76.92

Timed Linux Kernel Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 5.4Time To CompilePop OS 20.04Pop OS 20.10612182430SE +/- 0.26, N = 7SE +/- 0.27, N = 724.3024.58

Optcarrot

Optimized Benchmark

OpenBenchmarking.orgFPS, More Is BetterOptcarrotOptimized BenchmarkPop OS 20.04Pop OS 20.10306090120150SE +/- 0.25, N = 4SE +/- 0.45, N = 4131.33129.801. Pop OS 20.04: ruby 2.7.0p0 (2019-12-25 revision 647ee6f091) [x86_64-linux-gnu]2. Pop OS 20.10: ruby 2.7.1p83 (2020-03-31 revision a0c7c23c9c) [x86_64-linux-gnu]

Selenium

Benchmark: Basemark - Browser: Firefox

OpenBenchmarking.orgOverall Score, More Is BetterSeleniumBenchmark: Basemark - Browser: FirefoxPop OS 20.04Pop OS 20.102004006008001000SE +/- 13.44, N = 3SE +/- 10.13, N = 3788.16779.191. firefox 82.0

Polyhedron Fortran Benchmarks

Benchmark: gas_dyn2

OpenBenchmarking.orgSeconds, Fewer Is BetterPolyhedron Fortran BenchmarksBenchmark: gas_dyn2Pop OS 20.04Pop OS 20.10102030405041.9741.50

Selenium

Benchmark: Jetstream - Browser: Firefox

OpenBenchmarking.orgScore, More Is BetterSeleniumBenchmark: Jetstream - Browser: FirefoxPop OS 20.04Pop OS 20.1050100150200250SE +/- 0.19, N = 3SE +/- 0.78, N = 3205.39207.681. firefox 82.0

Xonotic

Resolution: 3840 x 2160 - Effects Quality: Ultimate

OpenBenchmarking.orgFrames Per Second, More Is BetterXonotic 0.8.2Resolution: 3840 x 2160 - Effects Quality: UltimatePop OS 20.04Pop OS 20.1060120180240300SE +/- 1.88, N = 3SE +/- 1.14, N = 3268.31265.36MIN: 52 / MAX: 532MIN: 48 / MAX: 508

GIMP

Test: rotate

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.18Test: rotatePop OS 20.04Pop OS 20.103691215SE +/- 0.02, N = 3SE +/- 0.01, N = 312.7612.90

Kvazaar

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

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.0Video Input: Bosphorus 1080p - Video Preset: Very FastPop OS 20.04Pop OS 20.10306090120150SE +/- 0.21, N = 3SE +/- 0.25, N = 3139.66138.161. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

NCNN

Target: CPU - Model: alexnet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: alexnetPop OS 20.04Pop OS 20.103691215SE +/- 0.39, N = 3SE +/- 0.22, N = 312.1712.04MIN: 11.18 / MAX: 28.74MIN: 11.35 / MAX: 13.31. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Selenium

Benchmark: CanvasMark - Browser: Firefox

OpenBenchmarking.orgScore, More Is BetterSeleniumBenchmark: CanvasMark - Browser: FirefoxPop OS 20.04Pop OS 20.104K8K12K16K20KSE +/- 66.37, N = 3SE +/- 50.26, N = 317638178171. firefox 82.0

Timed GDB GNU Debugger Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed GDB GNU Debugger Compilation 9.1Time To CompilePop OS 20.04Pop OS 20.1020406080100SE +/- 0.12, N = 3SE +/- 0.08, N = 389.7988.90

Polyhedron Fortran Benchmarks

Benchmark: linpk

OpenBenchmarking.orgSeconds, Fewer Is BetterPolyhedron Fortran BenchmarksBenchmark: linpkPop OS 20.04Pop OS 20.100.68851.3772.06552.7543.44253.033.06

Selenium

Benchmark: Jetstream 2 - Browser: Firefox

OpenBenchmarking.orgScore, More Is BetterSeleniumBenchmark: Jetstream 2 - Browser: FirefoxPop OS 20.04Pop OS 20.1020406080100SE +/- 1.36, N = 4SE +/- 0.50, N = 391.7492.651. firefox 82.0

PyPerformance

Benchmark: chaos

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: chaosPop OS 20.04Pop OS 20.1020406080100104103

GROMACS

Water Benchmark

OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2020.3Water BenchmarkPop OS 20.04Pop OS 20.100.85571.71142.56713.42284.2785SE +/- 0.004, N = 3SE +/- 0.056, N = 43.7673.8031. (CXX) g++ options: -O3 -pthread -lrt -lpthread -lm

Xonotic

Resolution: 3840 x 2160 - Effects Quality: Low

OpenBenchmarking.orgFrames Per Second, More Is BetterXonotic 0.8.2Resolution: 3840 x 2160 - Effects Quality: LowPop OS 20.04Pop OS 20.10110220330440550SE +/- 1.68, N = 3SE +/- 3.22, N = 3506.69511.48MIN: 316 / MAX: 1048MIN: 282 / MAX: 1100

PyPerformance

Benchmark: float

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: floatPop OS 20.04Pop OS 20.1020406080100SE +/- 0.33, N = 3108109

Mlpack Benchmark

Benchmark: scikit_qda

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_qdaPop OS 20.04Pop OS 20.101020304050SE +/- 0.13, N = 3SE +/- 0.12, N = 342.5442.93

TensorFlow Lite

Model: NASNet Mobile

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: NASNet MobilePop OS 20.04Pop OS 20.1017K34K51K68K85KSE +/- 174.12, N = 3SE +/- 364.75, N = 377536.776836.3

Git

Time To Complete Common Git Commands

OpenBenchmarking.orgSeconds, Fewer Is BetterGitTime To Complete Common Git CommandsPop OS 20.04Pop OS 20.101122334455SE +/- 0.10, N = 3SE +/- 0.16, N = 348.3747.931. Pop OS 20.04: git version 2.25.12. Pop OS 20.10: git version 2.27.0

Blender

Blend File: Barbershop - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: Barbershop - Compute: CPU-OnlyPop OS 20.04Pop OS 20.10306090120150SE +/- 0.27, N = 3SE +/- 0.20, N = 3131.12132.31

Appleseed

Scene: Disney Material

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: Disney MaterialPop OS 20.04Pop OS 20.10132639526557.5557.03

LevelDB

Benchmark: Overwrite

OpenBenchmarking.orgMB/s, More Is BetterLevelDB 1.22Benchmark: OverwritePop OS 20.04Pop OS 20.10612182430SE +/- 0.00, N = 3SE +/- 0.03, N = 322.823.01. (CXX) g++ options: -O3 -lsnappy -lpthread

LevelDB

Benchmark: Overwrite

OpenBenchmarking.orgMicroseconds Per Op, Fewer Is BetterLevelDB 1.22Benchmark: OverwritePop OS 20.04Pop OS 20.10130260390520650SE +/- 0.23, N = 3SE +/- 1.04, N = 3621.25615.961. (CXX) g++ options: -O3 -lsnappy -lpthread

GLmark2

Resolution: 3840 x 2160

OpenBenchmarking.orgScore, More Is BetterGLmark2 2020.04Resolution: 3840 x 2160Pop OS 20.04Pop OS 20.10600120018002400300026812704

SQLite

Threads / Copies: 1

OpenBenchmarking.orgSeconds, Fewer Is BetterSQLite 3.30.1Threads / Copies: 1Pop OS 20.04Pop OS 20.10816243240SE +/- 0.14, N = 3SE +/- 0.10, N = 333.0932.811. (CC) gcc options: -O2 -lz -lm -ldl -lpthread

TensorFlow Lite

Model: Mobilenet Float

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet FloatPop OS 20.04Pop OS 20.107K14K21K28K35KSE +/- 280.19, N = 11SE +/- 505.02, N = 331423.531688.4

Stress-NG

Test: Crypto

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: CryptoPop OS 20.04Pop OS 20.103K6K9K12K15KSE +/- 52.82, N = 3SE +/- 64.72, N = 314517.0314639.191. (CC) gcc options: -O2 -std=gnu99 -lm -lcrypt -lrt -lz -ldl -lpthread -lc

Selenium

Benchmark: WebXPRT - Browser: Firefox

OpenBenchmarking.orgScore, More Is BetterSeleniumBenchmark: WebXPRT - Browser: FirefoxPop OS 20.04Pop OS 20.1050100150200250SE +/- 0.58, N = 32392411. firefox 82.0

LevelDB

Benchmark: Sequential Fill

OpenBenchmarking.orgMB/s, More Is BetterLevelDB 1.22Benchmark: Sequential FillPop OS 20.04Pop OS 20.10612182430SE +/- 0.27, N = 3SE +/- 0.37, N = 323.924.11. (CXX) g++ options: -O3 -lsnappy -lpthread

Timed Apache Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Apache Compilation 2.4.41Time To CompilePop OS 20.04Pop OS 20.10510152025SE +/- 0.02, N = 3SE +/- 0.01, N = 321.2721.44

LevelDB

Benchmark: Sequential Fill

OpenBenchmarking.orgMicroseconds Per Op, Fewer Is BetterLevelDB 1.22Benchmark: Sequential FillPop OS 20.04Pop OS 20.10130260390520650SE +/- 6.42, N = 3SE +/- 8.60, N = 3591.61586.821. (CXX) g++ options: -O3 -lsnappy -lpthread

GIMP

Test: unsharp-mask

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.18Test: unsharp-maskPop OS 20.04Pop OS 20.10510152025SE +/- 0.26, N = 4SE +/- 0.08, N = 319.1419.30

Dolfyn

Computational Fluid Dynamics

OpenBenchmarking.orgSeconds, Fewer Is BetterDolfyn 0.527Computational Fluid DynamicsPop OS 20.04Pop OS 20.1048121620SE +/- 0.15, N = 3SE +/- 0.07, N = 316.8616.73

BYTE Unix Benchmark

Computational Test: Dhrystone 2

OpenBenchmarking.orgLPS, More Is BetterBYTE Unix Benchmark 3.6Computational Test: Dhrystone 2Pop OS 20.04Pop OS 20.109M18M27M36M45MSE +/- 368061.43, N = 12SE +/- 203210.31, N = 343076608.742730397.9

oneDNN

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

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: IP Batch All - Data Type: f32 - Engine: CPUPop OS 20.04Pop OS 20.10612182430SE +/- 0.30, N = 3SE +/- 0.24, N = 323.7823.59MIN: 22.66MIN: 22.591. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

TensorFlow Lite

Model: SqueezeNet

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: SqueezeNetPop OS 20.04Pop OS 20.1011K22K33K44K55KSE +/- 188.76, N = 3SE +/- 88.63, N = 350791.351197.9

LevelDB

Benchmark: Fill Sync

OpenBenchmarking.orgMicroseconds Per Op, Fewer Is BetterLevelDB 1.22Benchmark: Fill SyncPop OS 20.04Pop OS 20.1013002600390052006500SE +/- 15.69, N = 3SE +/- 35.20, N = 35953.966001.101. (CXX) g++ options: -O3 -lsnappy -lpthread

LAMMPS Molecular Dynamics Simulator

Model: 20k Atoms

OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 24Aug2020Model: 20k AtomsPop OS 20.04Pop OS 20.10612182430SE +/- 0.03, N = 3SE +/- 0.02, N = 326.9126.701. (CXX) g++ options: -O3 -pthread -lm

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: CPUPop OS 20.04Pop OS 20.100.3490.6981.0471.3961.745SE +/- 0.01640, N = 8SE +/- 0.01138, N = 31.550971.53906MIN: 1.45MIN: 1.461. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

Cryptsetup

PBKDF2-sha512

OpenBenchmarking.orgIterations Per Second, More Is BetterCryptsetup 2.3.3PBKDF2-sha512Pop OS 20.10400K800K1200K1600K2000KSE +/- 6629.67, N = 31722793

Kvazaar

Video Input: Bosphorus 4K - Video Preset: Medium

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.0Video Input: Bosphorus 4K - Video Preset: MediumPop OS 20.04Pop OS 20.1048121620SE +/- 0.03, N = 3SE +/- 0.02, N = 316.0615.941. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

Java 2D Microbenchmark

Rendering Test: Vector Graphics Rendering

OpenBenchmarking.orgUnits Per Second, More Is BetterJava 2D Microbenchmark 1.0Rendering Test: Vector Graphics RenderingPop OS 20.04Pop OS 20.102M4M6M8M10MSE +/- 24423.75, N = 4SE +/- 10867.93, N = 47844283.987902853.72

Intel Open Image Denoise

Scene: Memorial

OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 1.2.0Scene: MemorialPop OS 20.04Pop OS 20.10612182430SE +/- 0.03, N = 3SE +/- 0.05, N = 327.0127.21

Xonotic

Resolution: 3840 x 2160 - Effects Quality: Ultra

OpenBenchmarking.orgFrames Per Second, More Is BetterXonotic 0.8.2Resolution: 3840 x 2160 - Effects Quality: UltraPop OS 20.04Pop OS 20.1070140210280350SE +/- 0.35, N = 3SE +/- 2.52, N = 3335.62333.16MIN: 192 / MAX: 628MIN: 171 / MAX: 652

FFTE

N=256, 3D Complex FFT Routine

OpenBenchmarking.orgMFLOPS, More Is BetterFFTE 7.0N=256, 3D Complex FFT RoutinePop OS 20.04Pop OS 20.1030K60K90K120K150KSE +/- 641.63, N = 3SE +/- 1566.55, N = 5129515.00128567.091. (F9X) gfortran options: -O3 -fomit-frame-pointer -fopenmp

GPAW

Input: Carbon Nanotube

OpenBenchmarking.orgSeconds, Fewer Is BetterGPAW 20.1Input: Carbon NanotubePop OS 20.04Pop OS 20.1020406080100SE +/- 0.20, N = 3SE +/- 0.19, N = 3109.75110.541. (CC) gcc options: -pthread -shared -fwrapv -O2 -lxc -lblas -lmpi

Selenium

Benchmark: WASM imageConvolute - Browser: Firefox

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: WASM imageConvolute - Browser: FirefoxPop OS 20.04Pop OS 20.10714212835SE +/- 0.09, N = 3SE +/- 0.07, N = 328.027.81. firefox 82.0

Mlpack Benchmark

Benchmark: scikit_svm

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_svmPop OS 20.04Pop OS 20.10510152025SE +/- 0.01, N = 3SE +/- 0.08, N = 320.8721.02

Polyhedron Fortran Benchmarks

Benchmark: protein

OpenBenchmarking.orgSeconds, Fewer Is BetterPolyhedron Fortran BenchmarksBenchmark: proteinPop OS 20.04Pop OS 20.10369121512.7212.63

RawTherapee

Total Benchmark Time

OpenBenchmarking.orgSeconds, Fewer Is BetterRawTherapeeTotal Benchmark TimePop OS 20.04Pop OS 20.101122334455SE +/- 0.04, N = 3SE +/- 0.12, N = 350.5150.861. RawTherapee, version 5.8, command line.

Kvazaar

Video Input: Bosphorus 1080p - Video Preset: Medium

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.0Video Input: Bosphorus 1080p - Video Preset: MediumPop OS 20.04Pop OS 20.101428425670SE +/- 0.12, N = 3SE +/- 0.16, N = 362.4261.991. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

FLAC Audio Encoding

WAV To FLAC

OpenBenchmarking.orgSeconds, Fewer Is BetterFLAC Audio Encoding 1.3.2WAV To FLACPop OS 20.04Pop OS 20.10246810SE +/- 0.015, N = 5SE +/- 0.007, N = 57.9717.9191. (CXX) g++ options: -O2 -fvisibility=hidden -logg -lm

Blender

Blend File: Fishy Cat - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: Fishy Cat - Compute: CPU-OnlyPop OS 20.04Pop OS 20.101122334455SE +/- 0.02, N = 3SE +/- 0.13, N = 346.3446.64

NCNN

Target: CPU - Model: googlenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: googlenetPop OS 20.04Pop OS 20.10612182430SE +/- 0.25, N = 3SE +/- 0.29, N = 326.3926.56MIN: 25.5 / MAX: 42.77MIN: 25.33 / MAX: 33.491. (CXX) g++ options: -O3 -rdynamic -lgomp -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 TimesPop OS 20.04Pop OS 20.1020406080100SE +/- 0.33, N = 3SE +/- 0.22, N = 384.8985.421. Version 2.4.5, Copyright (c) 2008-2019, David Tschumperle.

Kvazaar

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

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.0Video Input: Bosphorus 4K - Video Preset: Very FastPop OS 20.04Pop OS 20.10816243240SE +/- 0.06, N = 3SE +/- 0.10, N = 334.8834.671. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

NCNN

Target: CPU - Model: resnet18

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: resnet18Pop OS 20.04Pop OS 20.1048121620SE +/- 0.14, N = 3SE +/- 0.13, N = 317.8717.77MIN: 17.15 / MAX: 33.14MIN: 16.88 / MAX: 37.921. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Stress-NG

Test: Vector Math

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: Vector MathPop OS 20.04Pop OS 20.10100K200K300K400K500KSE +/- 1685.65, N = 3SE +/- 1816.21, N = 3467815.75470369.861. (CC) gcc options: -O2 -std=gnu99 -lm -lcrypt -lrt -lz -ldl -lpthread -lc

SVT-VP9

Tuning: VMAF Optimized - Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.1Tuning: VMAF Optimized - Input: Bosphorus 1080pPop OS 20.04Pop OS 20.1080160240320400SE +/- 4.81, N = 5SE +/- 3.04, N = 3374.64372.641. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

Stress-NG

Test: Glibc C String Functions

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: Glibc C String FunctionsPop OS 20.04Pop OS 20.101.6M3.2M4.8M6.4M8MSE +/- 84078.05, N = 3SE +/- 72240.19, N = 37401405.607440489.421. (CC) gcc options: -O2 -std=gnu99 -lm -lcrypt -lrt -lz -ldl -lpthread -lc

Polyhedron Fortran Benchmarks

Benchmark: rnflow

OpenBenchmarking.orgSeconds, Fewer Is BetterPolyhedron Fortran BenchmarksBenchmark: rnflowPop OS 20.04Pop OS 20.104812162015.3215.24

LevelDB

Benchmark: Random Delete

OpenBenchmarking.orgMicroseconds Per Op, Fewer Is BetterLevelDB 1.22Benchmark: Random DeletePop OS 20.04Pop OS 20.10130260390520650SE +/- 0.60, N = 3SE +/- 1.48, N = 3597.96594.851. (CXX) g++ options: -O3 -lsnappy -lpthread

OSPray

Demo: XFrog Forest - Renderer: SciVis

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: XFrog Forest - Renderer: SciVisPop OS 20.04Pop OS 20.1048121620SE +/- 0.06, N = 3SE +/- 0.06, N = 313.7613.83MIN: 13.51 / MAX: 14.08MIN: 13.51 / MAX: 14.29

OpenSSL

RSA 4096-bit Performance

OpenBenchmarking.orgSigns Per Second, More Is BetterOpenSSL 1.1.1RSA 4096-bit PerformancePop OS 20.04Pop OS 20.103K6K9K12K15KSE +/- 116.95, N = 3SE +/- 89.73, N = 315077.315149.31. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl

G'MIC

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

OpenBenchmarking.orgSeconds, Fewer Is BetterG'MICTest: Plotting Isosurface Of A 3D Volume, 1000 TimesPop OS 20.04Pop OS 20.10510152025SE +/- 0.02, N = 3SE +/- 0.07, N = 319.3819.291. Version 2.4.5, Copyright (c) 2008-2019, David Tschumperle.

x265

Video Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is Betterx265 3.4Video Input: Bosphorus 4KPop OS 20.04Pop OS 20.10612182430SE +/- 0.07, N = 3SE +/- 0.17, N = 326.2526.371. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

LuaJIT

Test: Jacobi Successive Over-Relaxation

OpenBenchmarking.orgMflops, More Is BetterLuaJIT 2.1-gitTest: Jacobi Successive Over-RelaxationPop OS 20.04Pop OS 20.10400800120016002000SE +/- 3.21, N = 3SE +/- 3.02, N = 32055.732046.501. (CC) gcc options: -lm -ldl -O2 -fomit-frame-pointer -U_FORTIFY_SOURCE -fno-stack-protector

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: 10000Pop OS 20.04Pop OS 20.10200K400K600K800K1000KSE +/- 1280.70, N = 3SE +/- 2849.47, N = 31145700.11150845.0

LevelDB

Benchmark: Seek Random

OpenBenchmarking.orgMicroseconds Per Op, Fewer Is BetterLevelDB 1.22Benchmark: Seek RandomPop OS 20.04Pop OS 20.104080120160200SE +/- 0.18, N = 3SE +/- 1.08, N = 3171.03170.321. (CXX) g++ options: -O3 -lsnappy -lpthread

SVT-AV1

Encoder Mode: Enc Mode 8 - Input: 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8Encoder Mode: Enc Mode 8 - Input: 1080pPop OS 20.04Pop OS 20.1020406080100SE +/- 0.30, N = 3SE +/- 0.49, N = 396.3095.921. (CXX) g++ options: -O3 -fcommon -fPIE -fPIC -pie

NCNN

Target: CPU - Model: vgg16

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: vgg16Pop OS 20.04Pop OS 20.101224364860SE +/- 0.94, N = 3SE +/- 0.34, N = 353.4553.65MIN: 49.47 / MAX: 69.41MIN: 50.43 / MAX: 99.291. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Facebook RocksDB

Test: Random Fill

OpenBenchmarking.orgOp/s, More Is BetterFacebook RocksDB 6.3.6Test: Random FillPop OS 20.04Pop OS 20.10100K200K300K400K500KSE +/- 342.03, N = 3SE +/- 636.43, N = 34444254427691. (CXX) g++ options: -O3 -march=native -std=c++11 -fno-builtin-memcmp -fno-rtti -rdynamic -lpthread

Blender

Blend File: Pabellon Barcelona - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: Pabellon Barcelona - Compute: CPU-OnlyPop OS 20.04Pop OS 20.1020406080100SE +/- 0.23, N = 3SE +/- 0.44, N = 398.6699.00

Stress-NG

Test: Glibc Qsort Data Sorting

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: Glibc Qsort Data SortingPop OS 20.04Pop OS 20.102004006008001000SE +/- 7.33, N = 3SE +/- 4.40, N = 3847.40850.311. (CC) gcc options: -O2 -std=gnu99 -lm -lcrypt -lrt -lz -ldl -lpthread -lc

x265

Video Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is Betterx265 3.4Video Input: Bosphorus 1080pPop OS 20.04Pop OS 20.101326395265SE +/- 0.21, N = 3SE +/- 0.10, N = 358.1958.001. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

Kvazaar

Video Input: Bosphorus 4K - Video Preset: Slow

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.0Video Input: Bosphorus 4K - Video Preset: SlowPop OS 20.04Pop OS 20.1048121620SE +/- 0.04, N = 3SE +/- 0.04, N = 315.8315.781. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

Blender

Blend File: BMW27 - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: BMW27 - Compute: CPU-OnlyPop OS 20.04Pop OS 20.10816243240SE +/- 0.11, N = 3SE +/- 0.12, N = 332.4332.53

Facebook RocksDB

Test: Sequential Fill

OpenBenchmarking.orgOp/s, More Is BetterFacebook RocksDB 6.3.6Test: Sequential FillPop OS 20.04Pop OS 20.10100K200K300K400K500KSE +/- 211.81, N = 3SE +/- 705.24, N = 34475144488571. (CXX) g++ options: -O3 -march=native -std=c++11 -fno-builtin-memcmp -fno-rtti -rdynamic -lpthread

Mobile Neural Network

Model: resnet-v2-50

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2020-09-17Model: resnet-v2-50Pop OS 20.04Pop OS 20.10816243240SE +/- 0.19, N = 15SE +/- 0.18, N = 1533.5533.45MIN: 31.67 / MAX: 38.7MIN: 30.99 / MAX: 37.541. (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-v1-1.0Pop OS 20.04Pop OS 20.101.23142.46283.69424.92566.157SE +/- 0.022, N = 15SE +/- 0.020, N = 155.4575.473MIN: 5.02 / MAX: 6.01MIN: 4.9 / MAX: 8.511. (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

John The Ripper

Test: MD5

OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 1.9.0-jumbo-1Test: MD5Pop OS 20.04Pop OS 20.101.1M2.2M3.3M4.4M5.5MSE +/- 25828.49, N = 3SE +/- 29475.04, N = 3522966752446671. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -pthread -lm -lz -ldl -lcrypt -lbz2

Selenium

Benchmark: StyleBench - Browser: Firefox

OpenBenchmarking.orgRuns / Minute, More Is BetterSeleniumBenchmark: StyleBench - Browser: FirefoxPop OS 20.04Pop OS 20.101632486480SE +/- 0.32, N = 3SE +/- 0.57, N = 370.069.81. firefox 82.0

Stress-NG

Test: Atomic

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: AtomicPop OS 20.04Pop OS 20.10110K220K330K440K550KSE +/- 498.11, N = 3SE +/- 396.66, N = 3493383.16494741.951. (CC) gcc options: -O2 -std=gnu99 -lm -lcrypt -lrt -lz -ldl -lpthread -lc

Facebook RocksDB

Test: Random Read

OpenBenchmarking.orgOp/s, More Is BetterFacebook RocksDB 6.3.6Test: Random ReadPop OS 20.04Pop OS 20.1060M120M180M240M300MSE +/- 2702673.93, N = 9SE +/- 3099756.42, N = 72731468172738954621. (CXX) g++ options: -O3 -march=native -std=c++11 -fno-builtin-memcmp -fno-rtti -rdynamic -lpthread

OSPray

Demo: XFrog Forest - Renderer: Path Tracer

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: XFrog Forest - Renderer: Path TracerPop OS 20.04Pop OS 20.10246810SE +/- 0.02, N = 3SE +/- 0.02, N = 37.327.34MIN: 7.04 / MAX: 7.52MIN: 7.04 / MAX: 7.52

OpenVKL

Benchmark: vklBenchmark

OpenBenchmarking.orgItems / Sec, More Is BetterOpenVKL 0.9Benchmark: vklBenchmarkPop OS 20.04Pop OS 20.10100200300400500SE +/- 1.89, N = 3SE +/- 0.99, N = 3461.15459.94MIN: 1 / MAX: 1298MIN: 1 / MAX: 1272

NAMD

ATPase Simulation - 327,506 Atoms

OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD 2.14ATPase Simulation - 327,506 AtomsPop OS 20.04Pop OS 20.100.09630.19260.28890.38520.4815SE +/- 0.00043, N = 3SE +/- 0.00111, N = 30.426770.42787

Timed LLVM Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 10.0Time To CompilePop OS 20.04Pop OS 20.1050100150200250SE +/- 0.51, N = 3SE +/- 0.24, N = 3205.34204.83

Polyhedron Fortran Benchmarks

Benchmark: induct2

OpenBenchmarking.orgSeconds, Fewer Is BetterPolyhedron Fortran BenchmarksBenchmark: induct2Pop OS 20.04Pop OS 20.1051015202521.9221.87

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: CPUPop OS 20.04Pop OS 20.1070140210280350SE +/- 0.49, N = 3SE +/- 1.05, N = 3328.33327.63MIN: 324.39MIN: 323.211. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

Kvazaar

Video Input: Bosphorus 1080p - Video Preset: Slow

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.0Video Input: Bosphorus 1080p - Video Preset: SlowPop OS 20.04Pop OS 20.101428425670SE +/- 0.08, N = 3SE +/- 0.14, N = 360.8560.731. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

BRL-CAD

VGR Performance Metric

OpenBenchmarking.orgVGR Performance Metric, More Is BetterBRL-CAD 7.30.8VGR Performance MetricPop OS 20.04Pop OS 20.10200K400K600K800K1000K7841667855581. (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

OSPray

Demo: San Miguel - Renderer: Path Tracer

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: San Miguel - Renderer: Path TracerPop OS 20.04Pop OS 20.101.28252.5653.84755.136.4125SE +/- 0.01, N = 3SE +/- 0.01, N = 45.705.69MIN: 5.65 / MAX: 5.78MIN: 5.65 / MAX: 5.78

NCNN

Target: CPU - Model: squeezenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: squeezenetPop OS 20.04Pop OS 20.10612182430SE +/- 0.20, N = 3SE +/- 0.13, N = 325.2725.31MIN: 24.36 / MAX: 42.7MIN: 24.5 / MAX: 29.751. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Selenium

Benchmark: Kraken - Browser: Firefox

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: Kraken - Browser: FirefoxPop OS 20.04Pop OS 20.102004006008001000SE +/- 2.12, N = 3SE +/- 5.31, N = 3829.8828.51. firefox 82.0

Polyhedron Fortran Benchmarks

Benchmark: doduc

OpenBenchmarking.orgSeconds, Fewer Is BetterPolyhedron Fortran BenchmarksBenchmark: doducPop OS 20.04Pop OS 20.102468106.756.74

Kvazaar

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

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.0Video Input: Bosphorus 4K - Video Preset: Ultra FastPop OS 20.04Pop OS 20.101428425670SE +/- 0.09, N = 3SE +/- 0.04, N = 360.7360.811. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

GLmark2

Resolution: 1920 x 1080

OpenBenchmarking.orgScore, More Is BetterGLmark2 2020.04Resolution: 1920 x 1080Pop OS 20.04Pop OS 20.102K4K6K8K10K85758568

rays1bench

Large Scene

OpenBenchmarking.orgmrays/s, More Is Betterrays1bench 2020-01-09Large ScenePop OS 20.04Pop OS 20.1070140210280350SE +/- 0.24, N = 3SE +/- 0.57, N = 3311.30311.55

Timed MAFFT Alignment

Multiple Sequence Alignment - LSU RNA

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed MAFFT Alignment 7.471Multiple Sequence Alignment - LSU RNAPop OS 20.04Pop OS 20.10246810SE +/- 0.026, N = 3SE +/- 0.049, N = 38.8068.8001. (CC) gcc options: -std=c99 -O3 -lm -lpthread

LuaJIT

Test: Monte Carlo

OpenBenchmarking.orgMflops, More Is BetterLuaJIT 2.1-gitTest: Monte CarloPop OS 20.04Pop OS 20.10110220330440550SE +/- 0.10, N = 3SE +/- 0.43, N = 3506.84506.601. (CC) gcc options: -lm -ldl -O2 -fomit-frame-pointer -U_FORTIFY_SOURCE -fno-stack-protector

Stress-NG

Test: Matrix Math

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: Matrix MathPop OS 20.04Pop OS 20.1050K100K150K200K250KSE +/- 1325.79, N = 3SE +/- 1622.53, N = 3225010.90225079.791. (CC) gcc options: -O2 -std=gnu99 -lm -lcrypt -lrt -lz -ldl -lpthread -lc

Selenium

Benchmark: WASM collisionDetection - Browser: Firefox

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: WASM collisionDetection - Browser: FirefoxPop OS 20.04Pop OS 20.1080160240320400SE +/- 1.10, N = 3SE +/- 1.16, N = 3376.9377.01. firefox 82.0

Selenium

Benchmark: Octane - Browser: Firefox

OpenBenchmarking.orgGeometric Mean, More Is BetterSeleniumBenchmark: Octane - Browser: FirefoxPop OS 20.04Pop OS 20.107K14K21K28K35KSE +/- 46.23, N = 3SE +/- 152.55, N = 334621346221. firefox 82.0

OCRMyPDF

Processing 60 Page PDF Document

OpenBenchmarking.orgSeconds, Fewer Is BetterOCRMyPDF 10.3.1+dfsgProcessing 60 Page PDF DocumentPop OS 20.103691215SE +/- 0.13, N = 312.64

Cryptsetup

PBKDF2-whirlpool

OpenBenchmarking.orgIterations Per Second, More Is BetterCryptsetup 2.2.2PBKDF2-whirlpoolPop OS 20.10160K320K480K640K800KSE +/- 2948.51, N = 3728876

Selenium

Benchmark: Maze Solver - Browser: Firefox

OpenBenchmarking.orgSeconds, Fewer Is BetterSeleniumBenchmark: Maze Solver - Browser: FirefoxPop OS 20.04Pop OS 20.101.2152.433.6454.866.075SE +/- 0.03, N = 3SE +/- 0.03, N = 35.45.41. firefox 82.0

PyPerformance

Benchmark: go

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: goPop OS 20.04Pop OS 20.1050100150200250SE +/- 0.33, N = 3233233

OCRMyPDF

Processing 60 Page PDF Document

OpenBenchmarking.orgSeconds, Fewer Is BetterOCRMyPDF 9.6.0+dfsgProcessing 60 Page PDF DocumentPop OS 20.0448121620SE +/- 0.05, N = 315.23

Darktable

Test: Server Room - Acceleration: CPU-only

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.0.1Test: Server Room - Acceleration: CPU-onlyPop OS 20.040.48060.96121.44181.92242.403SE +/- 0.002, N = 32.136

Darktable

Test: Server Rack - Acceleration: CPU-only

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.0.1Test: Server Rack - Acceleration: CPU-onlyPop OS 20.040.02070.04140.06210.08280.1035SE +/- 0.001, N = 30.092

Darktable

Test: Masskrug - Acceleration: CPU-only

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.0.1Test: Masskrug - Acceleration: CPU-onlyPop OS 20.040.66921.33842.00762.67683.346SE +/- 0.004, N = 32.974

Darktable

Test: Boat - Acceleration: CPU-only

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.0.1Test: Boat - Acceleration: CPU-onlyPop OS 20.041.23662.47323.70984.94646.183SE +/- 0.007, N = 35.496

Cryptsetup

PBKDF2-sha512

OpenBenchmarking.orgIterations Per Second, More Is BetterCryptsetup 2.2.2PBKDF2-sha512Pop OS 20.04300K600K900K1200K1500KSE +/- 3021.04, N = 31622356

OSPray

Demo: Magnetic Reconnection - Renderer: Path Tracer

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: Magnetic Reconnection - Renderer: Path TracerPop OS 20.04Pop OS 20.1070140210280350SE +/- 0.00, N = 12SE +/- 0.00, N = 12333.33333.33MIN: 250 / MAX: 500MIN: 200 / MAX: 500

OSPray

Demo: NASA Streamlines - Renderer: Path Tracer

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: NASA Streamlines - Renderer: Path TracerPop OS 20.04Pop OS 20.10510152025SE +/- 0.00, N = 12SE +/- 0.00, N = 1220.4120.41MIN: 20 / MAX: 21.28MIN: 20 / MAX: 21.28

OSPray

Demo: Magnetic Reconnection - Renderer: SciVis

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: Magnetic Reconnection - Renderer: SciVisPop OS 20.04Pop OS 20.101020304050SE +/- 0.00, N = 12SE +/- 0.00, N = 1243.4843.48MIN: 41.67 / MAX: 45.45MIN: 41.67 / MAX: 45.45

OSPray

Demo: NASA Streamlines - Renderer: SciVis

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: NASA Streamlines - Renderer: SciVisPop OS 20.04Pop OS 20.1020406080100SE +/- 0.00, N = 13SE +/- 0.00, N = 1390.9190.91MIN: 83.33 / MAX: 100MIN: 83.33 / MAX: 100

ParaView

Test: Many Spheres - Resolution: 3840 x 2160

OpenBenchmarking.orgMiPolys / Sec, More Is BetterParaView 5.4.1Test: Many Spheres - Resolution: 3840 x 2160Pop OS 20.0412002400360048006000SE +/- 12.69, N = 35540.17

ParaView

Test: Many Spheres - Resolution: 3840 x 2160

OpenBenchmarking.orgFrames / Sec, More Is BetterParaView 5.4.1Test: Many Spheres - Resolution: 3840 x 2160Pop OS 20.041224364860SE +/- 0.13, N = 355.26

ParaView

Test: Many Spheres - Resolution: 1920 x 1080

OpenBenchmarking.orgMiPolys / Sec, More Is BetterParaView 5.4.1Test: Many Spheres - Resolution: 1920 x 1080Pop OS 20.0412002400360048006000SE +/- 7.08, N = 35732.05

ParaView

Test: Many Spheres - Resolution: 1920 x 1080

OpenBenchmarking.orgFrames / Sec, More Is BetterParaView 5.4.1Test: Many Spheres - Resolution: 1920 x 1080Pop OS 20.041326395265SE +/- 0.07, N = 357.17

Selenium

Benchmark: MotionMark - Browser: Firefox

OpenBenchmarking.orgScore, More Is BetterSeleniumBenchmark: MotionMark - Browser: FirefoxPop OS 20.04Pop OS 20.10306090120150SE +/- 3.98, N = 9SE +/- 3.45, N = 9139.04137.111. firefox 82.0

NCNN

Target: Vulkan GPU - Model: alexnet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: alexnetPop OS 20.04Pop OS 20.10714212835SE +/- 0.24, N = 3SE +/- 0.23, N = 429.856.48MIN: 25.42 / MAX: 55.99MIN: 5.18 / MAX: 33.261. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: blazeface

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: blazefacePop OS 20.04Pop OS 20.101.3232.6463.9695.2926.615SE +/- 0.26, N = 3SE +/- 0.12, N = 35.885.59MIN: 5.3 / MAX: 20.98MIN: 5.27 / MAX: 6.41. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: mnasnet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: mnasnetPop OS 20.04Pop OS 20.103691215SE +/- 0.76, N = 3SE +/- 0.20, N = 313.4512.53MIN: 11.94 / MAX: 28.73MIN: 11.97 / MAX: 14.521. (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-v3Pop OS 20.04Pop OS 20.1048121620SE +/- 0.78, N = 3SE +/- 0.61, N = 313.9013.66MIN: 12.8 / MAX: 29.43MIN: 12.83 / MAX: 17.841. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Mobile Neural Network

Model: SqueezeNetV1.0

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2020-09-17Model: SqueezeNetV1.0Pop OS 20.04Pop OS 20.10246810SE +/- 0.095, N = 15SE +/- 0.140, N = 158.2588.681MIN: 7.68 / MAX: 10.17MIN: 7.65 / MAX: 11.241. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

Stress-NG

Test: Context Switching

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: Context SwitchingPop OS 20.04Pop OS 20.106M12M18M24M30MSE +/- 701783.94, N = 15SE +/- 320062.66, N = 328076290.9524978427.861. (CC) gcc options: -O2 -std=gnu99 -lm -lcrypt -lrt -lz -ldl -lpthread -lc

Stress-NG

Test: CPU Cache

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: CPU CachePop OS 20.04Pop OS 20.101632486480SE +/- 1.68, N = 15SE +/- 1.19, N = 1570.9571.501. (CC) gcc options: -O2 -std=gnu99 -lm -lcrypt -lrt -lz -ldl -lpthread -lc

Stress-NG

Test: MMAP

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: MMAPPop OS 20.04Pop OS 20.102004006008001000SE +/- 23.23, N = 15SE +/- 12.65, N = 3199.601136.581. (CC) gcc options: -O2 -std=gnu99 -lm -lcrypt -lrt -lz -ldl -lpthread -lc

LuaJIT

Test: Fast Fourier Transform

OpenBenchmarking.orgMflops, More Is BetterLuaJIT 2.1-gitTest: Fast Fourier TransformPop OS 20.04Pop OS 20.1060120180240300SE +/- 23.04, N = 3SE +/- 0.10, N = 3254.69272.281. (CC) gcc options: -lm -ldl -O2 -fomit-frame-pointer -U_FORTIFY_SOURCE -fno-stack-protector

Java Gradle Build

Gradle Build: Reactor

OpenBenchmarking.orgSeconds, Fewer Is BetterJava Gradle BuildGradle Build: ReactorPop OS 20.04Pop OS 20.1060120180240300SE +/- 4.60, N = 9SE +/- 6.43, N = 9264.23286.40

ParaView

Test: Wavelet Volume - Resolution: 3840 x 2160

OpenBenchmarking.orgMiVoxels / Sec, More Is BetterParaView 5.4.1Test: Wavelet Volume - Resolution: 3840 x 2160Pop OS 20.04Pop OS 20.106001200180024003000SE +/- 42.59, N = 15SE +/- 38.26, N = 32575.512669.66

ParaView

Test: Wavelet Volume - Resolution: 3840 x 2160

OpenBenchmarking.orgFrames / Sec, More Is BetterParaView 5.4.1Test: Wavelet Volume - Resolution: 3840 x 2160Pop OS 20.04Pop OS 20.104080120160200SE +/- 2.66, N = 15SE +/- 2.39, N = 3160.97166.85


Phoronix Test Suite v10.8.5