System76 Thelio Major 3990X Pop OS

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

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2010258-FI-SYSTEM76T72
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Pop OS 20.04
October 23 2020
  21 Hours, 47 Minutes
Pop OS 20.10
October 24 2020
  19 Hours, 40 Minutes
Invert Behavior (Only Show Selected Data)
  20 Hours, 43 Minutes
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Pop OS 20.04

Processor: AMD Ryzen Threadripper 3990X 64-Core @ 2.90GHz (64 Cores / 128 Threads), Motherboard: System76 Thelio Major (F4c Z5 BIOS), Chipset: AMD Starship/Matisse, Memory: 126GB, Disk: Samsung SSD 970 EVO Plus 500GB, Graphics: AMD Radeon RX 5600 OEM/5600 XT / 5700/5700 8GB (1750/875MHz), Audio: AMD Navi 10 HDMI Audio, Monitor: DELL P2415Q, Network: Intel I211 + Intel Wi-Fi 6 AX200

OS: Pop 20.04, Kernel: 5.4.0-7642-generic (x86_64), Desktop: GNOME Shell 3.36.4, Display Server: X Server 1.20.8, Display Driver: amdgpu 19.1.0, OpenGL: 4.6 Mesa 20.0.8 (LLVM 10.0.0), Vulkan: 1.2.128, Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 3840x2160

Kernel Notes: snd_usb_audio.ignore_ctl_error=1
Compiler Notes: --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
Disk Notes: NONE / errors=remount-ro,noatime,rw
Processor Notes: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x8301025
Graphics Notes: GLAMOR
Java Notes: OpenJDK Runtime Environment (build 11.0.8+10-post-Ubuntu-0ubuntu120.04)
Python Notes: Python 3.8.5
Security Notes: 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

Pop OS 20.10

Processor: AMD Ryzen Threadripper 3990X 64-Core @ 2.90GHz (64 Cores / 128 Threads), Motherboard: System76 Thelio Major (F4c Z5 BIOS), Chipset: AMD Starship/Matisse, Memory: 126GB, Disk: Samsung SSD 970 EVO Plus 500GB + 32GB Flash Disk, Graphics: AMD Radeon RX 5600 OEM/5600 XT / 5700/5700 8GB (1750/875MHz), Audio: AMD Navi 10 HDMI Audio, Monitor: DELL P2415Q, Network: Intel I211 + Intel Wi-Fi 6 AX200

OS: Pop 20.10, Kernel: 5.8.0-7625-generic (x86_64), Desktop: GNOME Shell 3.38.1, Display Server: X Server 1.20.8, Display Driver: amdgpu 19.1.0, OpenGL: 4.6 Mesa 20.2.1 (LLVM 11.0.0), Vulkan: 1.2.131, Compiler: GCC 10.2.0, File-System: ext4, Screen Resolution: 3840x2160

Kernel Notes: snd_usb_audio.ignore_ctl_error=1
Compiler Notes: --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 Notes: NONE / errors=remount-ro,noatime,rw
Processor Notes: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x8301025
Graphics Notes: GLAMOR
Java Notes: OpenJDK Runtime Environment (build 11.0.9+10-post-Ubuntu-0ubuntu1)
Python Notes: Python 3.8.6
Security Notes: 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 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

Pop OS 20.04 vs. Pop OS 20.10 ComparisonPhoronix Test SuiteBaseline+117.4%+117.4%+234.8%+234.8%+352.2%+352.2%469.4%360.6%332.2%161.8%156.7%97.4%91.8%91.4%86.6%85.9%81.3%72.2%69%68.1%56.5%48.6%41.1%37.7%36%24.1%19.6%19.2%18.8%15.1%14.6%14.4%13.9%10.9%10%9.7%9.7%9.6%9.6%9.3%9.2%8.4%7.6%7.3%7.2%6.9%6.6%6.4%6.1%6%5.9%5.9%5.9%5.9%5.4%5.2%5.1%5%4.7%4.6%4.6%4.6%4.5%4.4%4.4%4%3.9%3.8%3.7%3.7%3.7%3.7%3.6%3.4%3.2%3.1%3.1%3%2.7%2.7%2.6%2.4%2.4%2.4%2.2%2.1%2.1%2.1%2%2%2%2%MMAPVulkan GPU - alexnetVulkan GPU - vgg16tfft2Vulkan GPU-v3-v3 - mobilenet-v3Vulkan GPU-v2-v2 - mobilenet-v2Vulkan GPU - mnasnet4x - YesVulkan GPU - googlenetVulkan GPU - resnet50python_startupVulkan GPU - resnet184x - NoVulkan GPU - shufflenet-v22x - 3 - YesVulkan GPU - yolov4-tinyC.B.S.A - f32 - CPUVulkan GPU - mobilenetVulkan GPU - squeezenetM.M.B.S.T - f32 - CPU2.F.P.1.T22.8%airSocket ActivityImage RenderingP.D.S16.8%scikit_icaTime To CompileWavelet BlurSVG Files To PNGSemaphores12.7%Context Switching12.4%AntialiasEigendjango_templateColor EnhanceVulkan GPU - blazefaceScaleTile Glasspickle_pure_pythonI.R.V8.9%CPU - MobileNet v2Reactor8.4%MEMFD8.2%ReflectCPU - mnasnetCropF.F.Tjson_loads6.7%Rotate 90 DegreesBLAS100 - 1000 - 24CPU - shufflenet-v2DefaultCPU Stressfatigue25.9%CoreMark Size 666 - I.P.SGoogleNet - CPU - 100NUMA5.6%Forking5.4%Cartoon85.3%CPU - blazefaceText Rendering5.2%SqueezeNetV1.05.1%A.R.TRead While Writingauto-levelsregex_compileWavelet Contour - 1920 x 1080Wavelet Contour - 1920 x 1080Bosphorus 1080p - Ultra Fast4.5%S.M.MTime To Compile4.4%Wavelet Contour - 3840 x 2160Wavelet Contour - 3840 x 2160Fill Sync4.3%4.3%4.3%pathlib4.3%D.T.P4.1%CPU - SqueezeNet v1.1P.S.O - Bosphorus 1080p3.9%P.P.B3.9%D.L.M.FInception V43.8%AlexNet - CPU - 100Wavelet Volume - 1920 x 1080Wavelet Volume - 1920 x 1080Q.1.H.C3.7%Wavelet Volume - 3840 x 2160Wavelet Volume - 3840 x 2160Material Tester3840 x 2160 - High3.6%SENDFILE3.5%mdbx3.4%channel23.4%Hot Read3.3%D.I.S3.2%64 - 10000 - 2,5000,1 - 10000MallocV.Q.O - Bosphorus 1080p3.1%Rand Read3.1%1024 - 10000 - 2,5000,1 - 10000test_fpu23%Thoroughcrypto_pyaes2.9%nbody2.8%WAV To MP32.7%2to3Read Test2.7%CompositeTotal Time2.7%PBKDF2-whirlpoolTime To Compile2.6%Device AI Score2.6%1.8.b.Y.T.H.V.E2.5%L.E.H2.5%Q.1.L.H.C2.5%Mobilenet QuantcapacitaD.B.d - f32 - CPUWrite Test2.2%Fastinception-v3Timed Time - Size 1,000192.1%MediumQ.1.L2.1%Rhodopsin Protein2.1%Enc Mode 4 - 1080p2.1%ExhaustiveBlowfishQuality 1003Stress-NGNCNNNCNNPolyhedron Fortran BenchmarksNCNNNCNNNCNNRealSR-NCNNNCNNNCNNPyPerformanceNCNNRealSR-NCNNNCNNWaifu2x-NCNN VulkanNCNNoneDNNNCNNNCNNoneDNNG'MICPolyhedron Fortran BenchmarksStress-NGJava 2D MicrobenchmarkTimed HMMer SearchMlpack BenchmarkTimed FFmpeg CompilationGEGLlibrsvgStress-NGStress-NGGEGLLeelaChessZeroPyPerformanceGEGLNCNNGEGLGEGLPyPerformanceTensorFlow LiteTNNJava Gradle BuildStress-NGGEGLNCNNGEGLLuaJITPyPerformanceGEGLLeelaChessZeroApache CouchDBNCNNWebP Image EncodeStress-NGPolyhedron Fortran BenchmarksCoremarkCaffeStress-NGStress-NGGEGLSQLiteNCNNJava 2D MicrobenchmarkMobile Neural NetworkJava 2D MicrobenchmarkFacebook RocksDBGIMPPyPerformanceParaViewParaViewKvazaarLuaJITTimed PHP CompilationParaViewParaViewLevelDBGNU Octave BenchmarkVkFFTPyPerformancePostMarkTNNSVT-VP9LibRawLuaJITTensorFlow LiteCaffeParaViewParaViewWebP Image EncodeParaViewParaViewAppleseedXonoticStress-NGPolyhedron Fortran BenchmarksPolyhedron Fortran BenchmarksKripkeLevelDBAI Benchmark AlphaInfluxDBStress-NGSVT-VP9LevelDBInfluxDBPolyhedron Fortran BenchmarksASTC EncoderPyPerformancePyPerformanceLAME MP3 EncodingPyPerformanceIORLuaJITStockfishCryptsetupTimed MPlayer CompilationAI Benchmark AlphaSVT-HEVCCloverLeafWebP Image EncodeTensorFlow LitePolyhedron Fortran BenchmarksoneDNNIORASTC EncoderMobile Neural NetworkSQLite SpeedtestZstd CompressionASTC EncoderWebP Image EncodeLAMMPS Molecular Dynamics SimulatorSVT-AV1ASTC EncoderJohn The RipperWebP Image EncodeZstd CompressionPop OS 20.04Pop OS 20.10

System76 Thelio Major 3990X Pop OSselenium: MotionMark - Firefoxjava-gradle-perf: Reactorpolyhedron: tfft2selenium: WebXPRT - Firefoxpolyhedron: gas_dyn2j2dbench: All Rendering Testsmnn: inception-v3mnn: mobilenet-v1-1.0mnn: MobileNetV2_224mnn: resnet-v2-50mnn: SqueezeNetV1.0openvkl: vklBenchmarkai-benchmark: Device AI Scoreai-benchmark: Device Training Scoreai-benchmark: Device Inference Scorelczero: BLASlczero: Eigenj2dbench: Vector Graphics Renderinglammps: 20k Atomsbyte: Dhrystone 2leveldb: Rand Deleteleveldb: Seq Fillleveldb: Seq Fillrocksdb: Seq Fillselenium: Jetstream 2 - Firefoxpolyhedron: test_fpu2brl-cad: VGR Performance Metricgmic: 2D Function Plotting, 1000 Timesmocassin: Dust 2D tau100.0build-llvm: Time To Compilehint: FLOATpolyhedron: fatigue2selenium: CanvasMark - Firefoxselenium: Jetstream - Firefoxpolyhedron: mp_prop_designhmmer: Pfam Database Searchkripke: leveldb: Seek Randpolyhedron: channel2rocksdb: Rand Readsvt-av1: Enc Mode 0 - 1080pstress-ng: CPU Cacheselenium: Basemark - Firefoxcaffe: GoogleNet - CPU - 100j2dbench: Image Renderingtensorflow-lite: Mobilenet Floatblender: Barbershop - CPU-Onlyleveldb: Rand Readselenium: ARES-6 - Firefoxsqlite: 8couchdb: 100 - 1000 - 24mlpack: scikit_linearridgeregressionleveldb: Hot Readgpaw: Carbon Nanotubeglmark2: 1920 x 1080glmark2: 3840 x 2160ncnn: CPU - yolov4-tinyncnn: CPU - resnet50ncnn: CPU - alexnetncnn: CPU - resnet18ncnn: CPU - vgg16ncnn: CPU - googlenetncnn: CPU - blazefacencnn: CPU - efficientnet-b0ncnn: CPU - mnasnetncnn: CPU - shufflenet-v2ncnn: CPU-v3-v3 - mobilenet-v3ncnn: CPU-v2-v2 - mobilenet-v2ncnn: CPU - mobilenetncnn: CPU - squeezenetblender: Pabellon Barcelona - CPU-Onlyappleseed: Material Testertesseract: 1920 x 1080mlpack: scikit_qdainfluxdb: 4 - 10000 - 2,5000,1 - 10000gegl: Cartoonstress-ng: MMAPselenium: Speedometer - Firefoxappleseed: Emilystockfish: Total Timestress-ng: Context Switchingbuild-gdb: Time To Compilerealsr-ncnn: 4x - Yesblender: Classroom - CPU-Onlygmic: 3D Elevated Function In Rand Colors, 100 Timesospray: San Miguel - SciVispyperformance: raytracepolyhedron: induct2ospray: San Miguel - Path Tracerinfluxdb: 64 - 10000 - 2,5000,1 - 10000influxdb: 1024 - 10000 - 2,5000,1 - 10000pyperformance: python_startupselenium: StyleBench - Firefoxgromacs: Water Benchmarkpolyhedron: capacitasqlite-speedtest: Timed Time - Size 1,000leveldb: Rand Fillleveldb: Rand Fillleveldb: Overwriteleveldb: Overwriterocksdb: Rand Fill Synctensorflow-lite: Inception V4tensorflow-lite: Inception ResNet V2gegl: Wavelet Blurtensorflow-lite: NASNet Mobiletensorflow-lite: SqueezeNettensorflow-lite: Mobilenet Quantrocksdb: Rand Filljohn-the-ripper: MD5stress-ng: Forkingrocksdb: Read While Writingonednn: IP Batch All - f32 - CPUbuild-linux-kernel: Time To Compilepyperformance: 2to3gegl: Color Enhancecaffe: AlexNet - CPU - 100polyhedron: rnflowrawtherapee: Total Benchmark Timemlpack: scikit_icaospray: NASA Streamlines - Path Tracergit: Time To Complete Common Git Commandspyperformance: goblender: Fishy Cat - CPU-Onlyselenium: Octane - Firefoxhugin: Panorama Photo Assistant + Stitching Timexonotic: 3840 x 2160 - Ultimatencnn: Vulkan GPU - resnet50ncnn: Vulkan GPU - yolov4-tinyncnn: Vulkan GPU - alexnetncnn: Vulkan GPU - resnet18ncnn: Vulkan GPU - vgg16ncnn: Vulkan GPU - googlenetncnn: Vulkan GPU - blazefacencnn: Vulkan GPU - efficientnet-b0ncnn: Vulkan GPU - mnasnetncnn: Vulkan GPU - shufflenet-v2ncnn: Vulkan GPU-v3-v3 - mobilenet-v3ncnn: Vulkan GPU-v2-v2 - mobilenet-v2ncnn: Vulkan GPU - mobilenetncnn: Vulkan GPU - squeezenetpolyhedron: proteinastcenc: Exhaustivecompress-zstd: 19polyhedron: linpkcryptsetup: PBKDF2-sha512cryptsetup: PBKDF2-whirlpoolgegl: Antialiascryptsetup: PBKDF2-whirlpoolgegl: Rotate 90 Degreesonednn: Deconvolution Batch deconv_1d - f32 - CPUkvazaar: Bosphorus 4K - Slowappleseed: Disney Materialcryptsetup: PBKDF2-sha512xonotic: 3840 x 2160 - Ultraespeak: Text-To-Speech Synthesiskvazaar: Bosphorus 4K - Mediumonednn: Recurrent Neural Network Training - f32 - CPUnamd: ATPase Simulation - 327,506 Atomsonednn: Recurrent Neural Network Inference - f32 - CPUbuild-php: Time To Compilepyperformance: django_templatexonotic: 3840 x 2160 - Highwebp: Quality 100, Lossless, Highest Compressionpostmark: Disk Transaction Performanceblender: BMW27 - CPU-Onlysqlite: 1ospray: XFrog Forest - Path Tracervkfft: tesseract: 3840 x 2160pyperformance: regex_compilegegl: Tile Glassgegl: Reflectjohn-the-ripper: Blowfishstress-ng: CPU Stressstress-ng: NUMAstress-ng: Memory Copyingstress-ng: Mallocstress-ng: Socket Activitystress-ng: MEMFDstress-ng: SENDFILEstress-ng: Glibc Qsort Data Sortingstress-ng: Matrix Mathstress-ng: Atomicstress-ng: Vector Mathstress-ng: Cryptostress-ng: Glibc C String Functionsstress-ng: Semaphoreslibraw: Post-Processing Benchmarkpolyhedron: aermodpyperformance: pathlibcompress-zstd: 3selenium: Kraken - Firefoxluajit: Compositersvg: SVG Files To PNGcoremark: CoreMark Size 666 - Iterations Per Secondxonotic: 3840 x 2160 - Lowetlegacy: Renderer2 - 3840 x 2160pyperformance: pickle_pure_pythonpolyhedron: doductesseract-ocr: Time To OCR 7 Imagesmlpack: scikit_svmpyperformance: json_loadspolyhedron: airx265: Bosphorus 4Kgimp: unsharp-maskospray: Magnetic Reconnection - SciVispybench: Total For Average Test Timesbuild-apache: Time To Compilepyperformance: chaospyperformance: floatpyperformance: nbodypyperformance: crypto_pyaespolyhedron: acj2dbench: Text Renderingopenssl: RSA 4096-bit Performanceospray: NASA Streamlines - SciVisgmic: Plotting Isosurface Of A 3D Volume, 1000 Timestnn: CPU - MobileNet v2polyhedron: mdbxospray: XFrog Forest - SciVisrnnoise: build-ffmpeg: Time To Compilegimp: auto-levelsonednn: IP Batch 1D - f32 - CPUselenium: Maze Solver - Firefoxselenium: WASM collisionDetection - Firefoxtnn: CPU - SqueezeNet v1.1kvazaar: Bosphorus 4K - Very Fastdolfyn: Computational Fluid Dynamicswebp: Quality 100, Losslessocrmypdf: Processing 60 Page PDF Documentparaview: Many Spheres - 1920 x 1080paraview: Many Spheres - 1920 x 1080paraview: Many Spheres - 3840 x 2160paraview: Many Spheres - 3840 x 2160onednn: Matrix Multiply Batch Shapes Transformer - f32 - CPUencode-flac: WAV To FLACrealsr-ncnn: 4x - Nosvt-av1: Enc Mode 4 - 1080pgimp: rotateocrmypdf: Processing 60 Page PDF Documentoctave-benchmark: build-mplayer: Time To Compilex265: Bosphorus 1080pkvazaar: Bosphorus 4K - Ultra Fastkvazaar: Bosphorus 1080p - Slowkvazaar: Bosphorus 1080p - Mediumastcenc: Thoroughonednn: Convolution Batch Shapes Auto - f32 - CPUselenium: WASM imageConvolute - Firefoxmafft: Multiple Sequence Alignment - LSU RNAgegl: Cropgimp: resizeparaview: Wavelet Contour - 1920 x 1080paraview: Wavelet Contour - 1920 x 1080lammps: Rhodopsin Proteinoidn: Memorialwebp: Quality 100, Highest Compressionwaifu2x-ncnn: 2x - 3 - Yesencode-mp3: WAV To MP3svt-av1: Enc Mode 8 - 1080pdarktable: Boat - CPU-onlygegl: Scaleleveldb: Fill Syncleveldb: Fill Syncospray: Magnetic Reconnection - Path Tracerparaview: Wavelet Volume - 3840 x 2160paraview: Wavelet Volume - 3840 x 2160paraview: Wavelet Volume - 1920 x 1080paraview: Wavelet Volume - 1920 x 1080astcenc: Mediumparaview: Wavelet Contour - 3840 x 2160paraview: Wavelet Contour - 3840 x 2160astcenc: Fastrays1bench: Large Sceneffte: N=256, 3D Complex FFT Routinekvazaar: Bosphorus 1080p - Very Fastdarktable: Masskrug - CPU-onlysvt-vp9: VMAF Optimized - Bosphorus 1080pdarktable: Server Room - CPU-onlysvt-hevc: 1080p 8-bit YUV To HEVC Video Encodeonednn: Deconvolution Batch deconv_3d - f32 - CPUsvt-vp9: Visual Quality Optimized - Bosphorus 1080poptcarrot: Optimized Benchmarkkvazaar: Bosphorus 1080p - Ultra Fastsvt-vp9: PSNR/SSIM Optimized - Bosphorus 1080pwebp: Quality 100webp: Defaultdarktable: Server Rack - CPU-onlyior: Read Testior: Write Testcloverleaf: Lagrangian-Eulerian Hydrodynamicsluajit: Jacobi Successive Over-Relaxationluajit: Dense LU Matrix Factorizationluajit: Sparse Matrix Multiplyluajit: Fast Fourier Transformluajit: Monte CarloPop OS 20.04Pop OS 20.10139.04264.23149.0823941.977815320.960401031.8545.4575.37533.5498.258461.15313111981933146214037844283.975062126.90843076608.7597.960591.61223.944751491.74128.55784166222.556223205.339373293210.0225248.6117638205.3955.3165.03544881177171.02941.82731468170.12870.95788.161481138553596.513150831423.5131.12109.99744.14114.997119.1871.59109.519109.7468575268136.3038.4212.1717.8753.4526.395.8817.6613.4514.4013.9013.3928.3225.2798.66150.800832369.069042.541145700.194.521199.6085.1133.24476114646348628076290.9589.787114.44484.9584.88667.4643921.925.701512392.31557894.412.870.03.76716.2764.268623.72622.7621.25122.82316871202660872564.72577536.750791.333371.2444425522966760628.84759955123.778124.29530258.0975546515.3250.51051.9220.4148.36523346.343462146.739268.30783759.6515.0429.853.3484.368.511.2511.554.663.488.474.609.985.8212.7237.681.73.0341.07670596339.9181.5509715.8357.5492361622356335.618213028.11916.06328.3250.42677115.06835.45247.5383.469256433.500765432.4333.0927.3220506311.582216032.96531.5918791023480.921436.468297.231434398195.4821460.211328.98939891.74847.40225010.9493383.16467815.7514517.037401405.6010710303.2341.835.7416.37285.8829.81541.4729.1492256436.977296506.6888296241.54416.7524.97320.8723.91.7126.2519.14043.4894121.2671041081081036.0721836.33907217715077.390.9119.379285.9214.413.7618.80919.73615.8251.264415.4376.9252.18034.8816.86316.29515.2285732.05457.175540.16855.260.5085447.97116.5129.69612.7577.00910.61358.1960.7360.8562.429.722.1278928.08.8068.8438.5253145.937301.8823.84527.017.1389.1017.31296.3005.4966.6045953.9602.4333.332575.513160.973513.251219.585.331711.068164.194.62311.30129515.00422893139.662.974374.642.136208.292.07153326.72131.33243.71394.072.2891.4810.0921610.78316.520.402055.733668.791221.29254.69506.84137.11286.39618.7524141.58213273.009388731.1855.4735.45033.4498.681459.94305211791873155515437902853.722280526.69742730397.9594.852586.82024.144885792.64729.4785558273.268220204.832368160160.2033451.4717817207.6854.64192.73246400823170.32243.222738954620.13071.50779.1913991310164303.157405631688.4132.31113.43143.34121.119112.3481.61113.168110.5428568270435.8337.7212.0417.7753.6526.565.5917.3712.5313.5913.6613.1927.8825.3199.00145.512909364.083942.931150845.089.7171136.5884.1135.13638114267741424978427.8688.89859.79685.9785.41966.6744621.875.691560822.31605455.67.0669.83.80315.8962.929614.09123.0615.95923.02284773938766284856.58176836.351197.932579.6442769524466757529.80797951523.587724.58229452.9785342515.2450.86445.1120.4147.93023346.643462245.870265.36008745.1910.126.481.9419.524.561.1411.392.432.073.302.337.254.2812.6336.8580.03.06172279372887637.04472450837.4541.5390615.7857.032712333.157720528.47015.94327.6330.42787112.92637.02343.3370.207722034.327735232.5332.8147.3419661316.252615330.15829.3518969224863.251360.338172.441479267553.1425587.371228.26908290.79850.31225079.79494741.95470369.8614639.197440489.429502361.9940.255.8117.07428.5828.51582.4125.6002389189.570302511.4765461238.54046.7424.50721.0225.51.4326.3719.29643.4895321.4421031091111065.9620762.67512988015149.390.9119.288263.7764.5513.8318.45817.22415.1121.240535.4377.0242.38634.6716.72716.6380.4096507.9199.7689.50112.89612.6447.31110.89058.0060.8160.7361.999.441.5083727.88.8008.2498.3773289.278315.6323.36027.217.4045.8157.51295.9196.0256001.0962.3333.332669.658166.853644.928227.815.221786.504171.434.52311.55128567.08880589138.16372.64203.142.02358316.81129.80233.20379.142.2451.3981568.55309.610.412046.503810.871275.80272.28506.60OpenBenchmarking.org

Selenium

This test profile uses the Selenium WebDriver for running various browser benchmarks in different available web browsers. Learn more via the OpenBenchmarking.org test page.

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

Java Gradle Build

This test runs Java software project builds using the Gradle build system. It is intended to give developers an idea as to the build performance for development activities and build servers. Learn more via the OpenBenchmarking.org test page.

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

Polyhedron Fortran Benchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPolyhedron Fortran BenchmarksBenchmark: tfft2Pop OS 20.10Pop OS 20.04112233445518.7549.08

Selenium

This test profile uses the Selenium WebDriver for running various browser benchmarks in different available web browsers. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgScore, More Is BetterSeleniumBenchmark: WebXPRT - Browser: FirefoxPop OS 20.10Pop OS 20.0450100150200250SE +/- 0.58, N = 32412391. firefox 82.0

Polyhedron Fortran Benchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPolyhedron Fortran BenchmarksBenchmark: gas_dyn2Pop OS 20.10Pop OS 20.04102030405041.5041.97

Java 2D Microbenchmark

This test runs a series of microbenchmarks to check the performance of the OpenGL-based Java 2D pipeline and the underlying OpenGL drivers. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgUnits Per Second, More Is BetterJava 2D Microbenchmark 1.0Rendering Test: All Rendering TestsPop OS 20.10Pop OS 20.042M4M6M8M10MSE +/- 32569.86, N = 4SE +/- 81902.34, N = 48213273.017815320.96

Mobile Neural Network

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

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2020-09-17Model: inception-v3Pop OS 20.10Pop OS 20.04714212835SE +/- 0.20, N = 15SE +/- 0.17, N = 1531.1931.85MIN: 29.36 / MAX: 36.62MIN: 30.35 / MAX: 35.691. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2020-09-17Model: mobilenet-v1-1.0Pop 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

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

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2020-09-17Model: resnet-v2-50Pop OS 20.10Pop OS 20.04816243240SE +/- 0.18, N = 15SE +/- 0.19, N = 1533.4533.55MIN: 30.99 / MAX: 37.54MIN: 31.67 / MAX: 38.71. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 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

OpenVKL

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

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

AI Benchmark Alpha

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

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

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

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

LeelaChessZero

LeelaChessZero (lc0 / lczero) is a chess engine automated vian neural networks. This test profile can be used for OpenCL, CUDA + cuDNN, and BLAS (CPU-based) benchmarking. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.26Backend: BLASPop OS 20.10Pop OS 20.0430060090012001500SE +/- 5.84, N = 3SE +/- 23.33, N = 3155514621. (CXX) g++ options: -flto -pthread

OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.26Backend: EigenPop OS 20.10Pop OS 20.0430060090012001500SE +/- 9.54, N = 3SE +/- 7.88, N = 3154314031. (CXX) g++ options: -flto -pthread

Java 2D Microbenchmark

This test runs a series of microbenchmarks to check the performance of the OpenGL-based Java 2D pipeline and the underlying OpenGL drivers. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgUnits Per Second, More Is BetterJava 2D Microbenchmark 1.0Rendering Test: Vector Graphics RenderingPop OS 20.10Pop OS 20.042M4M6M8M10MSE +/- 10867.93, N = 4SE +/- 24423.75, N = 47902853.727844283.98

LAMMPS Molecular Dynamics Simulator

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

OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 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

BYTE Unix Benchmark

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

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

LevelDB

LevelDB is a key-value storage library developed by Google that supports making use of Snappy for data compression and has other modern features. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMicroseconds Per Op, Fewer Is BetterLevelDB 1.22Benchmark: Random DeletePop OS 20.10Pop OS 20.04130260390520650SE +/- 1.48, N = 3SE +/- 0.60, N = 3594.85597.961. (CXX) g++ options: -O3 -lsnappy -lpthread

OpenBenchmarking.orgMicroseconds Per Op, Fewer Is BetterLevelDB 1.22Benchmark: Sequential FillPop OS 20.10Pop OS 20.04130260390520650SE +/- 8.60, N = 3SE +/- 6.42, N = 3586.82591.611. (CXX) g++ options: -O3 -lsnappy -lpthread

OpenBenchmarking.orgMB/s, More Is BetterLevelDB 1.22Benchmark: Sequential FillPop OS 20.10Pop OS 20.04612182430SE +/- 0.37, N = 3SE +/- 0.27, N = 324.123.91. (CXX) g++ options: -O3 -lsnappy -lpthread

Facebook RocksDB

This is a benchmark of Facebook's RocksDB as an embeddable persistent key-value store for fast storage based on Google's LevelDB. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgOp/s, More Is BetterFacebook RocksDB 6.3.6Test: Sequential FillPop OS 20.10Pop OS 20.04100K200K300K400K500KSE +/- 705.24, N = 3SE +/- 211.81, N = 34488574475141. (CXX) g++ options: -O3 -march=native -std=c++11 -fno-builtin-memcmp -fno-rtti -rdynamic -lpthread

Selenium

This test profile uses the Selenium WebDriver for running various browser benchmarks in different available web browsers. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgScore, More Is BetterSeleniumBenchmark: Jetstream 2 - Browser: FirefoxPop OS 20.10Pop OS 20.0420406080100SE +/- 0.50, N = 3SE +/- 1.36, N = 492.6591.741. firefox 82.0

Polyhedron Fortran Benchmarks

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

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

BRL-CAD

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

OpenBenchmarking.orgVGR Performance Metric, More Is BetterBRL-CAD 7.30.8VGR Performance MetricPop OS 20.10Pop OS 20.04200K400K600K800K1000K7855587841661. (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

G'MIC

G'MIC is an open-source framework for image processing. Learn more via the OpenBenchmarking.org test page.

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.

Monte Carlo Simulations of Ionised Nebulae

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

OpenBenchmarking.orgSeconds, Fewer Is BetterMonte Carlo Simulations of Ionised Nebulae 2019-03-24Input: Dust 2D tau100.0Pop OS 20.10Pop OS 20.0450100150200250SE +/- 0.67, N = 3SE +/- 0.88, N = 3220223-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

Timed LLVM Compilation

This test times how long it takes to build the LLVM compiler. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 10.0Time To CompilePop OS 20.10Pop OS 20.0450100150200250SE +/- 0.24, N = 3SE +/- 0.51, N = 3204.83205.34

Hierarchical INTegration

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

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

Polyhedron Fortran Benchmarks

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

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

Selenium

This test profile uses the Selenium WebDriver for running various browser benchmarks in different available web browsers. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgScore, More Is BetterSeleniumBenchmark: CanvasMark - Browser: FirefoxPop OS 20.10Pop OS 20.044K8K12K16K20KSE +/- 50.26, N = 3SE +/- 66.37, N = 317817176381. firefox 82.0

OpenBenchmarking.orgScore, More Is BetterSeleniumBenchmark: Jetstream - Browser: FirefoxPop OS 20.10Pop OS 20.0450100150200250SE +/- 0.78, N = 3SE +/- 0.19, N = 3207.68205.391. firefox 82.0

Polyhedron Fortran Benchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPolyhedron Fortran BenchmarksBenchmark: mp_prop_designPop OS 20.10Pop OS 20.04122436486054.6455.30

Timed HMMer Search

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

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed HMMer Search 3.3.1Pfam Database 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

Kripke

Kripke is a simple, scalable, 3D Sn deterministic particle transport code. Its primary purpose is to research how data layout, programming paradigms and architectures effect the implementation and performance of Sn transport. Kripke is developed by LLNL. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgThroughput FoM, More Is BetterKripke 1.2.4Pop OS 20.10Pop OS 20.0410M20M30M40M50MSE +/- 261985.44, N = 3SE +/- 167341.17, N = 346400823448811771. (CXX) g++ options: -O3 -fopenmp

LevelDB

LevelDB is a key-value storage library developed by Google that supports making use of Snappy for data compression and has other modern features. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMicroseconds Per Op, Fewer Is BetterLevelDB 1.22Benchmark: Seek RandomPop OS 20.10Pop OS 20.044080120160200SE +/- 1.08, N = 3SE +/- 0.18, N = 3170.32171.031. (CXX) g++ options: -O3 -lsnappy -lpthread

Polyhedron Fortran Benchmarks

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

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

Facebook RocksDB

This is a benchmark of Facebook's RocksDB as an embeddable persistent key-value store for fast storage based on Google's LevelDB. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgOp/s, More Is BetterFacebook RocksDB 6.3.6Test: Random ReadPop OS 20.10Pop OS 20.0460M120M180M240M300MSE +/- 3099756.42, N = 7SE +/- 2702673.93, N = 92738954622731468171. (CXX) g++ options: -O3 -march=native -std=c++11 -fno-builtin-memcmp -fno-rtti -rdynamic -lpthread

SVT-AV1

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

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8Encoder Mode: Enc Mode 0 - Input: 1080pPop OS 20.10Pop OS 20.040.02930.05860.08790.11720.1465SE +/- 0.000, N = 3SE +/- 0.000, N = 30.1300.1281. (CXX) g++ options: -O3 -fcommon -fPIE -fPIC -pie

Stress-NG

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

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: CPU CachePop OS 20.10Pop OS 20.041632486480SE +/- 1.19, N = 15SE +/- 1.68, N = 1571.5070.951. (CC) gcc options: -O2 -std=gnu99 -lm -lcrypt -lrt -lz -ldl -lpthread -lc

Selenium

This test profile uses the Selenium WebDriver for running various browser benchmarks in different available web browsers. Learn more via the OpenBenchmarking.org test page.

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

Caffe

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

OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2020-02-13Model: GoogleNet - Acceleration: CPU - Iterations: 100Pop OS 20.10Pop OS 20.0430K60K90K120K150KSE +/- 403.30, N = 3SE +/- 128.26, N = 31399131481131. (CXX) g++ options: -fPIC -O3 -rdynamic -lglog -lgflags -lprotobuf -lpthread -lsz -lz -ldl -lm -llmdb -lopenblas

Java 2D Microbenchmark

This test runs a series of microbenchmarks to check the performance of the OpenGL-based Java 2D pipeline and the underlying OpenGL drivers. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgUnits Per Second, More Is BetterJava 2D Microbenchmark 1.0Rendering Test: Image RenderingPop OS 20.10Pop OS 20.042M4M6M8M10MSE +/- 76198.19, N = 4SE +/- 33957.70, N = 410164303.168553596.51

TensorFlow Lite

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

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

Blender

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

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

LevelDB

LevelDB is a key-value storage library developed by Google that supports making use of Snappy for data compression and has other modern features. Learn more via the OpenBenchmarking.org test page.

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

Selenium

This test profile uses the Selenium WebDriver for running various browser benchmarks in different available web browsers. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: ARES-6 - Browser: FirefoxPop OS 20.10Pop OS 20.041020304050SE +/- 0.09, N = 3SE +/- 0.26, N = 343.3444.141. firefox 82.0

SQLite

This is a simple benchmark of SQLite. At present this test profile just measures the time to perform a pre-defined number of insertions on an indexed database. Learn more via the OpenBenchmarking.org test page.

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

Apache CouchDB

This is a bulk insertion benchmark of Apache CouchDB. CouchDB is a document-oriented NoSQL database implemented in Erlang. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterApache CouchDB 3.1.1Bulk Size: 100 - Inserts: 1000 - Rounds: 24Pop OS 20.10Pop OS 20.04306090120150SE +/- 0.06, N = 3SE +/- 0.94, N = 3112.35119.191. (CXX) g++ options: -std=c++14 -lmozjs-68 -lm -lerl_interface -lei -fPIC -MMD

Mlpack Benchmark

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

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

LevelDB

LevelDB is a key-value storage library developed by Google that supports making use of Snappy for data compression and has other modern features. Learn more via the OpenBenchmarking.org test page.

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

GPAW

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

OpenBenchmarking.orgSeconds, Fewer Is BetterGPAW 20.1Input: Carbon 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

GLmark2

This is a test of Linaro's glmark2 port, currently using the X11 OpenGL 2.0 target. GLmark2 is a basic OpenGL benchmark. Learn more via the OpenBenchmarking.org test page.

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

OpenBenchmarking.orgScore, More Is BetterGLmark2 2020.04Resolution: 3840 x 2160Pop OS 20.10Pop OS 20.04600120018002400300027042681

NCNN

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

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: yolov4-tinyPop OS 20.10Pop OS 20.04816243240SE +/- 0.32, N = 3SE +/- 0.24, N = 335.8336.30MIN: 34.82 / MAX: 52.07MIN: 35.04 / MAX: 56.231. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: resnet50Pop OS 20.10Pop OS 20.04918273645SE +/- 0.98, N = 3SE +/- 1.06, N = 337.7238.42MIN: 34.84 / MAX: 50.32MIN: 35.21 / MAX: 58.991. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: alexnetPop OS 20.10Pop OS 20.043691215SE +/- 0.22, N = 3SE +/- 0.39, N = 312.0412.17MIN: 11.35 / MAX: 13.3MIN: 11.18 / MAX: 28.741. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: resnet18Pop OS 20.10Pop OS 20.0448121620SE +/- 0.13, N = 3SE +/- 0.14, N = 317.7717.87MIN: 16.88 / MAX: 37.92MIN: 17.15 / MAX: 33.141. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

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

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

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: blazefacePop OS 20.10Pop OS 20.041.3232.6463.9695.2926.615SE +/- 0.12, N = 3SE +/- 0.26, N = 35.595.88MIN: 5.27 / MAX: 6.4MIN: 5.3 / MAX: 20.981. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: efficientnet-b0Pop OS 20.10Pop OS 20.0448121620SE +/- 0.56, N = 3SE +/- 0.55, N = 317.3717.66MIN: 16.21 / MAX: 21.36MIN: 16.49 / MAX: 33.241. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: mnasnetPop OS 20.10Pop OS 20.043691215SE +/- 0.20, N = 3SE +/- 0.76, N = 312.5313.45MIN: 11.97 / MAX: 14.52MIN: 11.94 / MAX: 28.731. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: shufflenet-v2Pop OS 20.10Pop OS 20.0448121620SE +/- 0.32, N = 3SE +/- 0.45, N = 313.5914.40MIN: 12.75 / MAX: 19.23MIN: 13.1 / MAX: 33.211. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU-v3-v3 - Model: mobilenet-v3Pop OS 20.10Pop OS 20.0448121620SE +/- 0.61, N = 3SE +/- 0.78, N = 313.6613.90MIN: 12.83 / MAX: 17.84MIN: 12.8 / MAX: 29.431. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU-v2-v2 - Model: mobilenet-v2Pop OS 20.10Pop OS 20.043691215SE +/- 0.14, N = 3SE +/- 0.25, N = 313.1913.39MIN: 12.15 / MAX: 28.44MIN: 12.05 / MAX: 28.621. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: mobilenetPop OS 20.10Pop OS 20.04714212835SE +/- 0.17, N = 3SE +/- 0.96, N = 327.8828.32MIN: 26.24 / MAX: 32.46MIN: 25.72 / MAX: 47.51. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

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

Blender

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

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

Appleseed

Appleseed is an open-source production renderer focused on physically-based global illumination rendering engine primarily designed for animation and visual effects. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: Material TesterPop OS 20.10Pop OS 20.04306090120150145.51150.80

Tesseract

Tesseract is a fork of Cube 2 Sauerbraten with numerous graphics and game-play improvements. Tesseract has been in development since 2012 while its first release happened in May of 2014. Learn more via the OpenBenchmarking.org test page.

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

Mlpack Benchmark

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

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

InfluxDB

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

OpenBenchmarking.orgval/sec, More Is BetterInfluxDB 1.8.2Concurrent Streams: 4 - Batch Size: 10000 - Tags: 2,5000,1 - Points Per Series: 10000Pop OS 20.10Pop OS 20.04200K400K600K800K1000KSE +/- 2849.47, N = 3SE +/- 1280.70, N = 31150845.01145700.1

GEGL

GEGL is the Generic Graphics Library and is the library/framework used by GIMP and other applications like GNOME Photos. This test profile times how long it takes to complete various GEGL operations on a static set of sample JPEG images. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: CartoonPop OS 20.10Pop OS 20.0420406080100SE +/- 0.07, N = 3SE +/- 0.33, N = 389.7294.52

Stress-NG

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

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: MMAPPop OS 20.10Pop OS 20.042004006008001000SE +/- 12.65, N = 3SE +/- 23.23, N = 151136.58199.601. (CC) gcc options: -O2 -std=gnu99 -lm -lcrypt -lrt -lz -ldl -lpthread -lc

Selenium

This test profile uses the Selenium WebDriver for running various browser benchmarks in different available web browsers. Learn more via the OpenBenchmarking.org test page.

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

Appleseed

Appleseed is an open-source production renderer focused on physically-based global illumination rendering engine primarily designed for animation and visual effects. Learn more via the OpenBenchmarking.org test page.

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

Stockfish

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

OpenBenchmarking.orgNodes Per Second, More Is BetterStockfish 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

Stress-NG

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

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: 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

Timed GDB GNU Debugger Compilation

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

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed GDB GNU Debugger Compilation 9.1Time To CompilePop OS 20.10Pop OS 20.0420406080100SE +/- 0.08, N = 3SE +/- 0.12, N = 388.9089.79

RealSR-NCNN

RealSR-NCNN is an NCNN neural network implementation of the RealSR project and accelerated using the Vulkan API. RealSR is the Real-World Super Resolution via Kernel Estimation and Noise Injection. NCNN is a high performance neural network inference framework optimized for mobile and other platforms developed by Tencent. This test profile times how long it takes to increase the resolution of a sample image by a scale of 4x with Vulkan. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: YesPop OS 20.10Pop OS 20.04306090120150SE +/- 0.10, N = 3SE +/- 0.16, N = 359.80114.44

Blender

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

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

G'MIC

G'MIC is an open-source framework for image processing. Learn more via the OpenBenchmarking.org test page.

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.

OSPray

Intel OSPray is a portable ray-tracing engine for high-performance, high-fidenlity scientific visualizations. OSPray builds off Intel's Embree and Intel SPMD Program Compiler (ISPC) components as part of the oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.

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

PyPerformance

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

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

Polyhedron Fortran Benchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPolyhedron Fortran BenchmarksBenchmark: induct2Pop OS 20.10Pop OS 20.0451015202521.8721.92

OSPray

Intel OSPray is a portable ray-tracing engine for high-performance, high-fidenlity scientific visualizations. OSPray builds off Intel's Embree and Intel SPMD Program Compiler (ISPC) components as part of the oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.

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

InfluxDB

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

OpenBenchmarking.orgval/sec, More Is BetterInfluxDB 1.8.2Concurrent Streams: 64 - Batch Size: 10000 - Tags: 2,5000,1 - Points Per Series: 10000Pop OS 20.10Pop OS 20.04300K600K900K1200K1500KSE +/- 3262.53, N = 3SE +/- 2557.98, N = 31560822.31512392.3

OpenBenchmarking.orgval/sec, More Is BetterInfluxDB 1.8.2Concurrent Streams: 1024 - Batch Size: 10000 - Tags: 2,5000,1 - Points Per Series: 10000Pop OS 20.10Pop OS 20.04300K600K900K1200K1500KSE +/- 3082.28, N = 3SE +/- 1531.99, N = 31605455.61557894.4

PyPerformance

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

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: python_startupPop OS 20.10Pop OS 20.043691215SE +/- 0.01, N = 3SE +/- 0.00, N = 37.0612.80

Selenium

This test profile uses the Selenium WebDriver for running various browser benchmarks in different available web browsers. Learn more via the OpenBenchmarking.org test page.

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

GROMACS

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

OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2020.3Water BenchmarkPop OS 20.10Pop OS 20.040.85571.71142.56713.42284.2785SE +/- 0.056, N = 4SE +/- 0.004, N = 33.8033.7671. (CXX) g++ options: -O3 -pthread -lrt -lpthread -lm

Polyhedron Fortran Benchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPolyhedron Fortran BenchmarksBenchmark: capacitaPop OS 20.10Pop OS 20.044812162015.8916.27

SQLite Speedtest

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

OpenBenchmarking.orgSeconds, Fewer Is BetterSQLite Speedtest 3.30Timed Time - Size 1,000Pop OS 20.10Pop OS 20.041428425670SE +/- 0.31, N = 3SE +/- 0.08, N = 362.9364.271. (CC) gcc options: -O2 -ldl -lz -lpthread

LevelDB

LevelDB is a key-value storage library developed by Google that supports making use of Snappy for data compression and has other modern features. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMicroseconds Per Op, Fewer Is BetterLevelDB 1.22Benchmark: Random FillPop OS 20.10Pop OS 20.04130260390520650SE +/- 0.57, N = 3SE +/- 1.02, N = 3614.09623.731. (CXX) g++ options: -O3 -lsnappy -lpthread

OpenBenchmarking.orgMB/s, More Is BetterLevelDB 1.22Benchmark: Random FillPop OS 20.10Pop OS 20.04612182430SE +/- 0.03, N = 3SE +/- 0.03, N = 323.022.71. (CXX) g++ options: -O3 -lsnappy -lpthread

OpenBenchmarking.orgMicroseconds Per Op, Fewer Is BetterLevelDB 1.22Benchmark: OverwritePop OS 20.10Pop OS 20.04130260390520650SE +/- 1.04, N = 3SE +/- 0.23, N = 3615.96621.251. (CXX) g++ options: -O3 -lsnappy -lpthread

OpenBenchmarking.orgMB/s, More Is BetterLevelDB 1.22Benchmark: OverwritePop OS 20.10Pop OS 20.04612182430SE +/- 0.03, N = 3SE +/- 0.00, N = 323.022.81. (CXX) g++ options: -O3 -lsnappy -lpthread

Facebook RocksDB

This is a benchmark of Facebook's RocksDB as an embeddable persistent key-value store for fast storage based on Google's LevelDB. Learn more via the OpenBenchmarking.org test page.

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

TensorFlow Lite

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

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

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

GEGL

GEGL is the Generic Graphics Library and is the library/framework used by GIMP and other applications like GNOME Photos. This test profile times how long it takes to complete various GEGL operations on a static set of sample JPEG images. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: Wavelet BlurPop OS 20.10Pop OS 20.041428425670SE +/- 0.10, N = 3SE +/- 0.24, N = 356.5864.73

TensorFlow Lite

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

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: NASNet MobilePop OS 20.10Pop OS 20.0417K34K51K68K85KSE +/- 364.75, N = 3SE +/- 174.12, N = 376836.377536.7

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

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet QuantPop OS 20.10Pop OS 20.047K14K21K28K35KSE +/- 314.48, N = 3SE +/- 353.76, N = 332579.633371.2

Facebook RocksDB

This is a benchmark of Facebook's RocksDB as an embeddable persistent key-value store for fast storage based on Google's LevelDB. Learn more via the OpenBenchmarking.org test page.

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

John The Ripper

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

OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 1.9.0-jumbo-1Test: MD5Pop OS 20.10Pop OS 20.041.1M2.2M3.3M4.4M5.5MSE +/- 29475.04, N = 3SE +/- 25828.49, N = 3524466752296671. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -pthread -lm -lz -ldl -lcrypt -lbz2

Stress-NG

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

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: 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

Facebook RocksDB

This is a benchmark of Facebook's RocksDB as an embeddable persistent key-value store for fast storage based on Google's LevelDB. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgOp/s, More Is BetterFacebook RocksDB 6.3.6Test: Read While WritingPop OS 20.10Pop OS 20.042M4M6M8M10MSE +/- 73738.48, N = 3SE +/- 31345.48, N = 3797951575995511. (CXX) g++ options: -O3 -march=native -std=c++11 -fno-builtin-memcmp -fno-rtti -rdynamic -lpthread

oneDNN

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

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: IP Batch All - Data Type: f32 - Engine: CPUPop OS 20.10Pop OS 20.04612182430SE +/- 0.24, N = 3SE +/- 0.30, N = 323.5923.78MIN: 22.59MIN: 22.661. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

Timed Linux Kernel Compilation

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

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

PyPerformance

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

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: 2to3Pop OS 20.10Pop OS 20.0470140210280350294302

GEGL

GEGL is the Generic Graphics Library and is the library/framework used by GIMP and other applications like GNOME Photos. This test profile times how long it takes to complete various GEGL operations on a static set of sample JPEG images. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: Color EnhancePop OS 20.10Pop OS 20.041326395265SE +/- 0.12, N = 3SE +/- 0.10, N = 352.9858.10

Caffe

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

OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2020-02-13Model: AlexNet - Acceleration: CPU - Iterations: 100Pop OS 20.10Pop OS 20.0412K24K36K48K60KSE +/- 96.78, N = 3SE +/- 240.27, N = 353425554651. (CXX) g++ options: -fPIC -O3 -rdynamic -lglog -lgflags -lprotobuf -lpthread -lsz -lz -ldl -lm -llmdb -lopenblas

Polyhedron Fortran Benchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPolyhedron Fortran BenchmarksBenchmark: rnflowPop OS 20.10Pop OS 20.044812162015.2415.32

RawTherapee

RawTherapee is a cross-platform, open-source multi-threaded RAW image processing program. Learn more via the OpenBenchmarking.org test page.

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.

Mlpack Benchmark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_icaPop OS 20.10Pop OS 20.041224364860SE +/- 0.49, N = 3SE +/- 0.46, N = 345.1151.92

OSPray

Intel OSPray is a portable ray-tracing engine for high-performance, high-fidenlity scientific visualizations. OSPray builds off Intel's Embree and Intel SPMD Program Compiler (ISPC) components as part of the oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: NASA Streamlines - Renderer: Path TracerPop OS 20.10Pop OS 20.04510152025SE +/- 0.00, N = 12SE +/- 0.00, N = 1220.4120.41MIN: 20 / MAX: 21.28MIN: 20 / MAX: 21.28

Git

This test measures the time needed to carry out some sample Git operations on an example, static repository that happens to be a copy of the GNOME GTK tool-kit repository. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterGitTime To Complete Common Git CommandsPop OS 20.10Pop OS 20.041122334455SE +/- 0.16, N = 3SE +/- 0.10, N = 347.9348.371. Pop OS 20.10: git version 2.27.02. Pop OS 20.04: git version 2.25.1

PyPerformance

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

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

Blender

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

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

Selenium

This test profile uses the Selenium WebDriver for running various browser benchmarks in different available web browsers. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGeometric Mean, More Is BetterSeleniumBenchmark: Octane - Browser: FirefoxPop OS 20.10Pop OS 20.047K14K21K28K35KSE +/- 152.55, N = 3SE +/- 46.23, N = 334622346211. firefox 82.0

Hugin

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

OpenBenchmarking.orgSeconds, Fewer Is BetterHuginPanorama Photo Assistant + Stitching TimePop OS 20.10Pop OS 20.041122334455SE +/- 0.43, N = 3SE +/- 0.31, N = 345.8746.74

Xonotic

This is a benchmark of Xonotic, which is a fork of the DarkPlaces-based Nexuiz game. Development began in March of 2010 on the Xonotic game. Learn more via the OpenBenchmarking.org test page.

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

NCNN

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

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: resnet50Pop OS 20.10Pop OS 20.043691215SE +/- 0.01, N = 4SE +/- 0.09, N = 25.199.65MIN: 5.13 / MAX: 7.96MIN: 9.05 / MAX: 31.861. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: yolov4-tinyPop OS 20.10Pop OS 20.0448121620SE +/- 0.04, N = 4SE +/- 0.02, N = 310.1215.04MIN: 9.51 / MAX: 33.51MIN: 12.6 / MAX: 42.11. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: alexnetPop OS 20.10Pop OS 20.04714212835SE +/- 0.23, N = 4SE +/- 0.24, N = 36.4829.85MIN: 5.18 / MAX: 33.26MIN: 25.42 / MAX: 55.991. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: resnet18Pop OS 20.10Pop OS 20.040.75151.5032.25453.0063.7575SE +/- 0.02, N = 4SE +/- 0.01, N = 31.943.34MIN: 1.87 / MAX: 8.1MIN: 3.22 / MAX: 5.291. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: vgg16Pop OS 20.10Pop OS 20.0420406080100SE +/- 0.21, N = 4SE +/- 0.04, N = 319.5284.36MIN: 13.93 / MAX: 45.71MIN: 67.87 / MAX: 109.541. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: googlenetPop OS 20.10Pop OS 20.04246810SE +/- 0.02, N = 4SE +/- 0.02, N = 34.568.51MIN: 4.5 / MAX: 11.22MIN: 7.13 / MAX: 29.751. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: blazefacePop OS 20.10Pop OS 20.040.28130.56260.84391.12521.4065SE +/- 0.01, N = 4SE +/- 0.04, N = 31.141.25MIN: 1.01 / MAX: 5.19MIN: 1.1 / MAX: 15.981. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: efficientnet-b0Pop OS 20.10Pop OS 20.043691215SE +/- 0.28, N = 4SE +/- 0.11, N = 311.3911.55MIN: 6.96 / MAX: 37.9MIN: 10.46 / MAX: 34.721. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: mnasnetPop OS 20.10Pop OS 20.041.04852.0973.14554.1945.2425SE +/- 0.01, N = 4SE +/- 0.01, N = 32.434.66MIN: 2.38 / MAX: 6.46MIN: 4.41 / MAX: 5.41. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: shufflenet-v2Pop OS 20.10Pop OS 20.040.7831.5662.3493.1323.915SE +/- 0.00, N = 4SE +/- 0.00, N = 32.073.48MIN: 2.03 / MAX: 2.39MIN: 3.38 / MAX: 4.251. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3Pop OS 20.10Pop OS 20.04246810SE +/- 0.00, N = 4SE +/- 0.24, N = 33.308.47MIN: 3.24 / MAX: 3.95MIN: 7.45 / MAX: 27.991. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2Pop OS 20.10Pop OS 20.041.0352.073.1054.145.175SE +/- 0.01, N = 4SE +/- 0.01, N = 32.334.60MIN: 2.27 / MAX: 2.83MIN: 4.27 / MAX: 9.61. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: mobilenetPop OS 20.10Pop OS 20.043691215SE +/- 0.00, N = 4SE +/- 0.16, N = 37.259.98MIN: 7.17 / MAX: 9.66MIN: 8.51 / MAX: 38.161. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: squeezenetPop OS 20.10Pop OS 20.041.30952.6193.92855.2386.5475SE +/- 0.06, N = 4SE +/- 0.05, N = 34.285.82MIN: 3.98 / MAX: 12.42MIN: 5.53 / MAX: 19.721. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Polyhedron Fortran Benchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPolyhedron Fortran BenchmarksBenchmark: proteinPop OS 20.10Pop OS 20.04369121512.6312.72

ASTC Encoder

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

OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 2.0Preset: ExhaustivePop OS 20.10Pop OS 20.04918273645SE +/- 0.20, N = 3SE +/- 0.19, N = 336.8537.601. (CXX) g++ options: -std=c++14 -fvisibility=hidden -O3 -flto -mfpmath=sse -mavx2 -mpopcnt -lpthread

Zstd Compression

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

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

Polyhedron Fortran Benchmarks

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

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

Cryptsetup

This is a test profile for running the cryptsetup benchmark to report on the system's cryptography performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgIterations Per Second, More Is BetterCryptsetup 2.3.3PBKDF2-sha512Pop OS 20.10400K800K1200K1600K2000KSE +/- 1659.59, N = 31736056

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

GEGL

GEGL is the Generic Graphics Library and is the library/framework used by GIMP and other applications like GNOME Photos. This test profile times how long it takes to complete various GEGL operations on a static set of sample JPEG images. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: AntialiasPop OS 20.10Pop OS 20.04918273645SE +/- 0.02, N = 3SE +/- 0.03, N = 337.0441.08

Cryptsetup

This is a test profile for running the cryptsetup benchmark to report on the system's cryptography performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgIterations Per Second, More Is BetterCryptsetupPBKDF2-whirlpoolPop OS 20.10Pop OS 20.04160K320K480K640K800KSE +/- 2723.47, N = 3SE +/- 1928.95, N = 3724508705963

GEGL

GEGL is the Generic Graphics Library and is the library/framework used by GIMP and other applications like GNOME Photos. This test profile times how long it takes to complete various GEGL operations on a static set of sample JPEG images. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: Rotate 90 DegreesPop OS 20.10Pop OS 20.04918273645SE +/- 0.02, N = 3SE +/- 0.01, N = 337.4539.92

oneDNN

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

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Deconvolution Batch deconv_1d - Data Type: f32 - Engine: CPUPop OS 20.10Pop OS 20.040.3490.6981.0471.3961.745SE +/- 0.01138, N = 3SE +/- 0.01640, N = 81.539061.55097MIN: 1.46MIN: 1.451. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

Kvazaar

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

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.0Video Input: Bosphorus 4K - Video Preset: 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

Appleseed

Appleseed is an open-source production renderer focused on physically-based global illumination rendering engine primarily designed for animation and visual effects. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: Disney MaterialPop OS 20.10Pop OS 20.04132639526557.0357.55

Cryptsetup

This is a test profile for running the cryptsetup benchmark to report on the system's cryptography performance. Learn more via the OpenBenchmarking.org test page.

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

Xonotic

This is a benchmark of Xonotic, which is a fork of the DarkPlaces-based Nexuiz game. Development began in March of 2010 on the Xonotic game. Learn more via the OpenBenchmarking.org test page.

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

eSpeak-NG Speech Engine

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

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

Kvazaar

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

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.0Video Input: Bosphorus 4K - Video Preset: 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

oneDNN

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

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Recurrent Neural Network Training - Data Type: f32 - Engine: CPUPop OS 20.10Pop OS 20.0470140210280350SE +/- 1.05, N = 3SE +/- 0.49, N = 3327.63328.33MIN: 323.21MIN: 324.391. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

NAMD

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

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

oneDNN

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

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Recurrent Neural Network Inference - Data Type: f32 - Engine: CPUPop OS 20.10Pop OS 20.04306090120150SE +/- 0.36, N = 3SE +/- 0.34, N = 3112.93115.07MIN: 111.3MIN: 112.931. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

Timed PHP Compilation

This test times how long it takes to build PHP 7. Learn more via the OpenBenchmarking.org test page.

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

PyPerformance

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

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: django_templatePop OS 20.10Pop OS 20.041122334455SE +/- 0.03, N = 3SE +/- 0.23, N = 343.347.5

Xonotic

This is a benchmark of Xonotic, which is a fork of the DarkPlaces-based Nexuiz game. Development began in March of 2010 on the Xonotic game. Learn more via the OpenBenchmarking.org test page.

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

WebP Image Encode

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

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, Lossless, Highest 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

PostMark

This is a test of NetApp's PostMark benchmark designed to simulate small-file testing similar to the tasks endured by web and mail servers. This test profile will set PostMark to perform 25,000 transactions with 500 files simultaneously with the file sizes ranging between 5 and 512 kilobytes. Learn more via the OpenBenchmarking.org test page.

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

Blender

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

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

SQLite

This is a simple benchmark of SQLite. At present this test profile just measures the time to perform a pre-defined number of insertions on an indexed database. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterSQLite 3.30.1Threads / Copies: 1Pop OS 20.10Pop OS 20.04816243240SE +/- 0.10, N = 3SE +/- 0.14, N = 332.8133.091. (CC) gcc options: -O2 -lz -lm -ldl -lpthread

OSPray

Intel OSPray is a portable ray-tracing engine for high-performance, high-fidenlity scientific visualizations. OSPray builds off Intel's Embree and Intel SPMD Program Compiler (ISPC) components as part of the oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: XFrog Forest - Renderer: Path TracerPop OS 20.10Pop OS 20.04246810SE +/- 0.02, N = 3SE +/- 0.02, N = 37.347.32MIN: 7.04 / MAX: 7.52MIN: 7.04 / MAX: 7.52

VkFFT

VkFFT is a Fast Fourier Transform (FFT) Library that is GPU accelerated by means of the Vulkan API. The VkFFT benchmark runs FFT performance differences of many different sizes before returning an overall benchmark score. Learn more via the OpenBenchmarking.org test page.

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

Tesseract

Tesseract is a fork of Cube 2 Sauerbraten with numerous graphics and game-play improvements. Tesseract has been in development since 2012 while its first release happened in May of 2014. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterTesseract 2014-05-12Resolution: 3840 x 2160Pop OS 20.10Pop OS 20.0470140210280350SE +/- 1.73, N = 3SE +/- 1.73, N = 3316.25311.58

PyPerformance

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

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: regex_compilePop OS 20.10Pop OS 20.044080120160200SE +/- 0.33, N = 3SE +/- 0.58, N = 3153160

GEGL

GEGL is the Generic Graphics Library and is the library/framework used by GIMP and other applications like GNOME Photos. This test profile times how long it takes to complete various GEGL operations on a static set of sample JPEG images. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: Tile GlassPop OS 20.10Pop OS 20.04816243240SE +/- 0.01, N = 3SE +/- 0.04, N = 330.1632.97

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: ReflectPop OS 20.10Pop OS 20.04714212835SE +/- 0.00, N = 3SE +/- 0.08, N = 329.3531.59

John The Ripper

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

OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 1.9.0-jumbo-1Test: BlowfishPop OS 20.10Pop OS 20.0420K40K60K80K100KSE +/- 698.02, N = 3SE +/- 733.19, N = 389692879101. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -pthread -lm -lz -ldl -lcrypt -lbz2

Stress-NG

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

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: CPU StressPop OS 20.10Pop OS 20.045K10K15K20K25KSE +/- 34.23, N = 3SE +/- 126.54, N = 324863.2523480.921. (CC) gcc options: -O2 -std=gnu99 -lm -lcrypt -lrt -lz -ldl -lpthread -lc

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

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

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: MallocPop OS 20.10Pop OS 20.04300M600M900M1200M1500MSE +/- 4454743.33, N = 3SE +/- 3294705.19, N = 31479267553.141434398195.481. (CC) gcc options: -O2 -std=gnu99 -lm -lcrypt -lrt -lz -ldl -lpthread -lc

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: Socket ActivityPop OS 20.10Pop OS 20.045K10K15K20K25KSE +/- 41.65, N = 3SE +/- 178.33, N = 325587.3721460.211. (CC) gcc options: -O2 -std=gnu99 -lm -lcrypt -lrt -lz -ldl -lpthread -lc

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

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

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: Glibc Qsort Data SortingPop OS 20.10Pop OS 20.042004006008001000SE +/- 4.40, N = 3SE +/- 7.33, N = 3850.31847.401. (CC) gcc options: -O2 -std=gnu99 -lm -lcrypt -lrt -lz -ldl -lpthread -lc

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: Matrix MathPop OS 20.10Pop OS 20.0450K100K150K200K250KSE +/- 1622.53, N = 3SE +/- 1325.79, N = 3225079.79225010.901. (CC) gcc options: -O2 -std=gnu99 -lm -lcrypt -lrt -lz -ldl -lpthread -lc

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: AtomicPop OS 20.10Pop OS 20.04110K220K330K440K550KSE +/- 396.66, N = 3SE +/- 498.11, N = 3494741.95493383.161. (CC) gcc options: -O2 -std=gnu99 -lm -lcrypt -lrt -lz -ldl -lpthread -lc

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: Vector MathPop OS 20.10Pop OS 20.04100K200K300K400K500KSE +/- 1816.21, N = 3SE +/- 1685.65, N = 3470369.86467815.751. (CC) gcc options: -O2 -std=gnu99 -lm -lcrypt -lrt -lz -ldl -lpthread -lc

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: CryptoPop OS 20.10Pop OS 20.043K6K9K12K15KSE +/- 64.72, N = 3SE +/- 52.82, N = 314639.1914517.031. (CC) gcc options: -O2 -std=gnu99 -lm -lcrypt -lrt -lz -ldl -lpthread -lc

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: Glibc C String FunctionsPop OS 20.10Pop OS 20.041.6M3.2M4.8M6.4M8MSE +/- 72240.19, N = 3SE +/- 84078.05, N = 37440489.427401405.601. (CC) gcc options: -O2 -std=gnu99 -lm -lcrypt -lrt -lz -ldl -lpthread -lc

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

LibRaw

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

OpenBenchmarking.orgMpix/sec, More Is BetterLibRaw 0.20Post-Processing 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

Polyhedron Fortran Benchmarks

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

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

PyPerformance

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

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

Zstd Compression

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

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.5Compression Level: 3Pop OS 20.10Pop OS 20.0416003200480064008000SE +/- 57.84, N = 3SE +/- 14.49, N = 37428.57285.81. (CC) gcc options: -O3 -pthread -lz -llzma

Selenium

This test profile uses the Selenium WebDriver for running various browser benchmarks in different available web browsers. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: Kraken - Browser: FirefoxPop OS 20.10Pop OS 20.042004006008001000SE +/- 5.31, N = 3SE +/- 2.12, N = 3828.5829.81. firefox 82.0

LuaJIT

This test profile is a collection of Lua scripts/benchmarks run against a locally-built copy of LuaJIT upstream. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMflops, More Is BetterLuaJIT 2.1-gitTest: CompositePop OS 20.10Pop OS 20.0430060090012001500SE +/- 2.02, N = 3SE +/- 2.00, N = 31582.411541.471. (CC) gcc options: -lm -ldl -O2 -fomit-frame-pointer -U_FORTIFY_SOURCE -fno-stack-protector

librsvg

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

OpenBenchmarking.orgSeconds, Fewer Is BetterlibrsvgOperation: SVG Files To PNGPop OS 20.10Pop OS 20.04714212835SE +/- 0.11, N = 3SE +/- 0.04, N = 325.6029.151. Pop OS 20.10: rsvg-convert version 2.50.12. Pop OS 20.04: rsvg-convert version 2.48.7

Coremark

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

OpenBenchmarking.orgIterations/Sec, More Is BetterCoremark 1.0CoreMark Size 666 - Iterations Per SecondPop OS 20.10Pop OS 20.04500K1000K1500K2000K2500KSE +/- 7921.87, N = 3SE +/- 15042.16, N = 32389189.572256436.981. (CC) gcc options: -O2 -lrt" -lrt

Xonotic

This is a benchmark of Xonotic, which is a fork of the DarkPlaces-based Nexuiz game. Development began in March of 2010 on the Xonotic game. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterXonotic 0.8.2Resolution: 3840 x 2160 - Effects Quality: LowPop OS 20.10Pop OS 20.04110220330440550SE +/- 3.22, N = 3SE +/- 1.68, N = 3511.48506.69MIN: 282 / MAX: 1100MIN: 316 / MAX: 1048

ET: Legacy

ETLegacy is an open-source engine evolution of Wolfenstein: Enemy Territory, a World War II era first person shooter that was released for free by Splash Damage using the id Tech 3 engine. Learn more via the OpenBenchmarking.org test page.

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

PyPerformance

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

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pickle_pure_pythonPop OS 20.10Pop OS 20.04100200300400500SE +/- 0.33, N = 3SE +/- 2.40, N = 3404441

Polyhedron Fortran Benchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPolyhedron Fortran BenchmarksBenchmark: doducPop OS 20.10Pop OS 20.042468106.746.75

Tesseract OCR

Tesseract-OCR is the open-source optical character recognition (OCR) engine for the conversion of text within images to raw text output. This test profile relies upon a system-supplied Tesseract installation. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTesseract OCR 4.1.1Time To OCR 7 ImagesPop OS 20.10Pop OS 20.04612182430SE +/- 0.13, N = 3SE +/- 0.09, N = 324.5124.97

Mlpack Benchmark

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

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

PyPerformance

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

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

Polyhedron Fortran Benchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPolyhedron Fortran BenchmarksBenchmark: airPop OS 20.10Pop OS 20.040.38480.76961.15441.53921.9241.431.71

x265

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

OpenBenchmarking.orgFrames Per Second, More Is Betterx265 3.4Video Input: Bosphorus 4KPop OS 20.10Pop OS 20.04612182430SE +/- 0.17, N = 3SE +/- 0.07, N = 326.3726.251. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

GIMP

GIMP is an open-source image manipulaton program. This test profile will use the system-provided GIMP program otherwise on Windows relys upon a pre-packaged Windows binary from upstream GIMP.org. Learn more via the OpenBenchmarking.org test page.

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

OSPray

Intel OSPray is a portable ray-tracing engine for high-performance, high-fidenlity scientific visualizations. OSPray builds off Intel's Embree and Intel SPMD Program Compiler (ISPC) components as part of the oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: Magnetic Reconnection - Renderer: SciVisPop OS 20.10Pop OS 20.041020304050SE +/- 0.00, N = 12SE +/- 0.00, N = 1243.4843.48MIN: 41.67 / MAX: 45.45MIN: 41.67 / MAX: 45.45

PyBench

This test profile reports the total time of the different average timed test results from PyBench. PyBench reports average test times for different functions such as BuiltinFunctionCalls and NestedForLoops, with this total result providing a rough estimate as to Python's average performance on a given system. This test profile runs PyBench each time for 20 rounds. Learn more via the OpenBenchmarking.org test page.

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

Timed Apache Compilation

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

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

PyPerformance

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

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: chaosPop OS 20.10Pop OS 20.0420406080100103104

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

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

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

Polyhedron Fortran Benchmarks

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

OpenBenchmarking.orgSeconds, Fewer Is BetterPolyhedron Fortran BenchmarksBenchmark: acPop OS 20.10Pop OS 20.042468105.966.07

Java 2D Microbenchmark

This test runs a series of microbenchmarks to check the performance of the OpenGL-based Java 2D pipeline and the underlying OpenGL drivers. Learn more via the OpenBenchmarking.org test page.

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

OpenSSL

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

OpenBenchmarking.orgSigns Per Second, More Is BetterOpenSSL 1.1.1RSA 4096-bit PerformancePop OS 20.10Pop OS 20.043K6K9K12K15KSE +/- 89.73, N = 3SE +/- 116.95, N = 315149.315077.31. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl

OSPray

Intel OSPray is a portable ray-tracing engine for high-performance, high-fidenlity scientific visualizations. OSPray builds off Intel's Embree and Intel SPMD Program Compiler (ISPC) components as part of the oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: NASA Streamlines - Renderer: SciVisPop OS 20.10Pop OS 20.0420406080100SE +/- 0.00, N = 13SE +/- 0.00, N = 1390.9190.91MIN: 83.33 / MAX: 100MIN: 83.33 / MAX: 100

G'MIC

G'MIC is an open-source framework for image processing. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterG'MICTest: Plotting Isosurface Of A 3D Volume, 1000 TimesPop OS 20.10Pop OS 20.04510152025SE +/- 0.07, N = 3SE +/- 0.02, N = 319.2919.381. Version 2.4.5, Copyright (c) 2008-2019, David Tschumperle.

TNN

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

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: MobileNet v2Pop OS 20.10Pop OS 20.0460120180240300SE +/- 0.33, N = 3SE +/- 3.39, N = 3263.78285.92MIN: 253.36 / MAX: 295.53MIN: 272.2 / MAX: 310.861. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl

Polyhedron Fortran Benchmarks

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

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

OSPray

Intel OSPray is a portable ray-tracing engine for high-performance, high-fidenlity scientific visualizations. OSPray builds off Intel's Embree and Intel SPMD Program Compiler (ISPC) components as part of the oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: XFrog Forest - Renderer: SciVisPop OS 20.10Pop OS 20.0448121620SE +/- 0.06, N = 3SE +/- 0.06, N = 313.8313.76MIN: 13.51 / MAX: 14.29MIN: 13.51 / MAX: 14.08

RNNoise

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

OpenBenchmarking.orgSeconds, Fewer Is BetterRNNoise 2020-06-28Pop OS 20.10Pop OS 20.04510152025SE +/- 0.05, N = 3SE +/- 0.04, N = 318.4618.811. (CC) gcc options: -O2 -pedantic -fvisibility=hidden

Timed FFmpeg Compilation

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

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed FFmpeg Compilation 4.2.2Time To CompilePop OS 20.10Pop OS 20.04510152025SE +/- 0.03, N = 3SE +/- 0.06, N = 317.2219.74

GIMP

GIMP is an open-source image manipulaton program. This test profile will use the system-provided GIMP program otherwise on Windows relys upon a pre-packaged Windows binary from upstream GIMP.org. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.18Test: auto-levelsPop OS 20.10Pop OS 20.0448121620SE +/- 0.09, N = 3SE +/- 0.22, N = 415.1115.83

oneDNN

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

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: IP Batch 1D - Data Type: f32 - Engine: CPUPop OS 20.10Pop OS 20.040.28450.5690.85351.1381.4225SE +/- 0.00845, N = 3SE +/- 0.01741, N = 41.240531.26441MIN: 1.15MIN: 1.171. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

Selenium

This test profile uses the Selenium WebDriver for running various browser benchmarks in different available web browsers. Learn more via the OpenBenchmarking.org test page.

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

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

TNN

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

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: SqueezeNet v1.1Pop OS 20.10Pop OS 20.0460120180240300SE +/- 0.04, N = 3SE +/- 0.59, N = 3242.39252.18MIN: 241.15 / MAX: 244.95MIN: 249.83 / MAX: 254.131. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl

Kvazaar

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

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.0Video Input: Bosphorus 4K - Video Preset: Very 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

Dolfyn

Dolfyn is a Computational Fluid Dynamics (CFD) code of modern numerical simulation techniques. The Dolfyn test profile measures the execution time of the bundled computational fluid dynamics demos that are bundled with Dolfyn. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterDolfyn 0.527Computational Fluid DynamicsPop OS 20.10Pop OS 20.0448121620SE +/- 0.07, N = 3SE +/- 0.15, N = 316.7316.86

WebP Image Encode

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

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, 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

OCRMyPDF

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

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

ParaView

This test runs ParaView benchmarks: an open-source data analytics and visualization application. Learn more via the OpenBenchmarking.org test page.

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

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

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

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

oneDNN

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

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Matrix Multiply Batch Shapes Transformer - Data Type: f32 - Engine: CPUPop OS 20.10Pop OS 20.040.11440.22880.34320.45760.572SE +/- 0.001131, N = 3SE +/- 0.006670, N = 40.4096500.508544MIN: 0.39MIN: 0.461. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

FLAC Audio Encoding

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

OpenBenchmarking.orgSeconds, Fewer Is BetterFLAC Audio Encoding 1.3.2WAV To FLACPop OS 20.10Pop OS 20.04246810SE +/- 0.007, N = 5SE +/- 0.015, N = 57.9197.9711. (CXX) g++ options: -O2 -fvisibility=hidden -logg -lm

RealSR-NCNN

RealSR-NCNN is an NCNN neural network implementation of the RealSR project and accelerated using the Vulkan API. RealSR is the Real-World Super Resolution via Kernel Estimation and Noise Injection. NCNN is a high performance neural network inference framework optimized for mobile and other platforms developed by Tencent. This test profile times how long it takes to increase the resolution of a sample image by a scale of 4x with Vulkan. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: NoPop OS 20.10Pop OS 20.0448121620SE +/- 0.023, N = 3SE +/- 0.059, N = 39.76816.512

SVT-AV1

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

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8Encoder Mode: Enc Mode 4 - Input: 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

GIMP

GIMP is an open-source image manipulaton program. This test profile will use the system-provided GIMP program otherwise on Windows relys upon a pre-packaged Windows binary from upstream GIMP.org. Learn more via the OpenBenchmarking.org test page.

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

OCRMyPDF

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

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

GNU Octave Benchmark

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

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

Timed MPlayer Compilation

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

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

x265

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

OpenBenchmarking.orgFrames Per Second, More Is Betterx265 3.4Video Input: Bosphorus 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

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

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.0Video Input: Bosphorus 4K - Video Preset: Ultra FastPop OS 20.10Pop OS 20.041428425670SE +/- 0.04, N = 3SE +/- 0.09, N = 360.8160.731. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.0Video Input: Bosphorus 1080p - Video Preset: 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

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

ASTC Encoder

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

OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 2.0Preset: ThoroughPop OS 20.10Pop OS 20.043691215SE +/- 0.03, N = 3SE +/- 0.04, N = 39.449.721. (CXX) g++ options: -std=c++14 -fvisibility=hidden -O3 -flto -mfpmath=sse -mavx2 -mpopcnt -lpthread

oneDNN

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

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Convolution Batch Shapes Auto - Data Type: f32 - Engine: CPUPop OS 20.10Pop OS 20.040.47880.95761.43641.91522.394SE +/- 0.02199, N = 3SE +/- 0.02500, N = 61.508372.12789MIN: 1.39MIN: 1.951. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

Selenium

This test profile uses the Selenium WebDriver for running various browser benchmarks in different available web browsers. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: WASM imageConvolute - Browser: FirefoxPop OS 20.10Pop OS 20.04714212835SE +/- 0.07, N = 3SE +/- 0.09, N = 327.828.01. firefox 82.0

Timed MAFFT Alignment

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

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed MAFFT Alignment 7.471Multiple Sequence Alignment - LSU RNAPop OS 20.10Pop OS 20.04246810SE +/- 0.049, N = 3SE +/- 0.026, N = 38.8008.8061. (CC) gcc options: -std=c99 -O3 -lm -lpthread

GEGL

GEGL is the Generic Graphics Library and is the library/framework used by GIMP and other applications like GNOME Photos. This test profile times how long it takes to complete various GEGL operations on a static set of sample JPEG images. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: CropPop OS 20.10Pop OS 20.04246810SE +/- 0.037, N = 3SE +/- 0.043, N = 38.2498.843

GIMP

GIMP is an open-source image manipulaton program. This test profile will use the system-provided GIMP program otherwise on Windows relys upon a pre-packaged Windows binary from upstream GIMP.org. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.18Test: resizePop OS 20.10Pop OS 20.04246810SE +/- 0.019, N = 3SE +/- 0.048, N = 38.3778.525

ParaView

This test runs ParaView benchmarks: an open-source data analytics and visualization application. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMiPolys / Sec, More Is BetterParaView 5.4.1Test: Wavelet Contour - Resolution: 1920 x 1080Pop OS 20.10Pop OS 20.047001400210028003500SE +/- 15.16, N = 3SE +/- 34.36, N = 73289.283145.94

OpenBenchmarking.orgFrames / Sec, More Is BetterParaView 5.4.1Test: Wavelet Contour - Resolution: 1920 x 1080Pop OS 20.10Pop OS 20.0470140210280350SE +/- 1.46, N = 3SE +/- 3.30, N = 7315.63301.88

LAMMPS Molecular Dynamics Simulator

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

OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 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

Intel Open Image Denoise

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

OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 1.2.0Scene: MemorialPop OS 20.10Pop OS 20.04612182430SE +/- 0.05, N = 3SE +/- 0.03, N = 327.2127.01

WebP Image Encode

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

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, Highest 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

Waifu2x-NCNN Vulkan

Waifu2x-NCNN is an NCNN neural network implementation of the Waifu2x converter project and accelerated using the Vulkan API. NCNN is a high performance neural network inference framework optimized for mobile and other platforms developed by Tencent. This test profile times how long it takes to increase the resolution of a sample image with Vulkan. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterWaifu2x-NCNN Vulkan 20200818Scale: 2x - Denoise: 3 - TAA: YesPop OS 20.10Pop OS 20.043691215SE +/- 0.014, N = 3SE +/- 0.010, N = 35.8159.101

LAME MP3 Encoding

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

OpenBenchmarking.orgSeconds, Fewer Is BetterLAME MP3 Encoding 3.100WAV To 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

SVT-AV1

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

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8Encoder Mode: Enc Mode 8 - Input: 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

Darktable

Darktable is an open-source photography / workflow application this will use any system-installed Darktable program or on Windows will automatically download the pre-built binary from the project. Learn more via the OpenBenchmarking.org test page.

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

GEGL

GEGL is the Generic Graphics Library and is the library/framework used by GIMP and other applications like GNOME Photos. This test profile times how long it takes to complete various GEGL operations on a static set of sample JPEG images. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: ScalePop OS 20.10Pop OS 20.04246810SE +/- 0.052, N = 3SE +/- 0.019, N = 36.0256.604

LevelDB

LevelDB is a key-value storage library developed by Google that supports making use of Snappy for data compression and has other modern features. Learn more via the OpenBenchmarking.org test page.

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

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

OSPray

Intel OSPray is a portable ray-tracing engine for high-performance, high-fidenlity scientific visualizations. OSPray builds off Intel's Embree and Intel SPMD Program Compiler (ISPC) components as part of the oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: Magnetic Reconnection - Renderer: Path TracerPop OS 20.10Pop OS 20.0470140210280350SE +/- 0.00, N = 12SE +/- 0.00, N = 12333.33333.33MIN: 200 / MAX: 500MIN: 250 / MAX: 500

ParaView

This test runs ParaView benchmarks: an open-source data analytics and visualization application. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMiVoxels / Sec, More Is BetterParaView 5.4.1Test: Wavelet Volume - Resolution: 3840 x 2160Pop OS 20.10Pop OS 20.046001200180024003000SE +/- 38.26, N = 3SE +/- 42.59, N = 152669.662575.51

OpenBenchmarking.orgFrames / Sec, More Is BetterParaView 5.4.1Test: Wavelet Volume - Resolution: 3840 x 2160Pop OS 20.10Pop OS 20.044080120160200SE +/- 2.39, N = 3SE +/- 2.66, N = 15166.85160.97

OpenBenchmarking.orgMiVoxels / Sec, More Is BetterParaView 5.4.1Test: Wavelet Volume - Resolution: 1920 x 1080Pop OS 20.10Pop OS 20.048001600240032004000SE +/- 30.37, N = 15SE +/- 3.52, N = 33644.933513.25

OpenBenchmarking.orgFrames / Sec, More Is BetterParaView 5.4.1Test: Wavelet Volume - Resolution: 1920 x 1080Pop OS 20.10Pop OS 20.0450100150200250SE +/- 1.90, N = 15SE +/- 0.22, N = 3227.81219.58

ASTC Encoder

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

OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 2.0Preset: MediumPop OS 20.10Pop OS 20.041.19932.39863.59794.79725.9965SE +/- 0.00, N = 3SE +/- 0.01, N = 35.225.331. (CXX) g++ options: -std=c++14 -fvisibility=hidden -O3 -flto -mfpmath=sse -mavx2 -mpopcnt -lpthread

ParaView

This test runs ParaView benchmarks: an open-source data analytics and visualization application. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMiPolys / Sec, More Is BetterParaView 5.4.1Test: Wavelet Contour - Resolution: 3840 x 2160Pop OS 20.10Pop OS 20.04400800120016002000SE +/- 8.76, N = 3SE +/- 2.06, N = 31786.501711.07

OpenBenchmarking.orgFrames / Sec, More Is BetterParaView 5.4.1Test: Wavelet Contour - Resolution: 3840 x 2160Pop OS 20.10Pop OS 20.044080120160200SE +/- 0.84, N = 3SE +/- 0.20, N = 3171.43164.19

ASTC Encoder

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

OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 2.0Preset: FastPop OS 20.10Pop OS 20.041.03952.0793.11854.1585.1975SE +/- 0.02, N = 3SE +/- 0.01, N = 34.524.621. (CXX) g++ options: -std=c++14 -fvisibility=hidden -O3 -flto -mfpmath=sse -mavx2 -mpopcnt -lpthread

rays1bench

This is a test of rays1bench, a simple path-tracer / ray-tracing that supports SSE and AVX instructions, multi-threading, and other features. This test profile is measuring the performance of the "large scene" in rays1bench. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgmrays/s, More Is Betterrays1bench 2020-01-09Large ScenePop OS 20.10Pop OS 20.0470140210280350SE +/- 0.57, N = 3SE +/- 0.24, N = 3311.55311.30

FFTE

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

OpenBenchmarking.orgMFLOPS, More Is BetterFFTE 7.0N=256, 3D Complex FFT 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

Kvazaar

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

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.0Video Input: Bosphorus 1080p - Video Preset: Very 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

Darktable

Darktable is an open-source photography / workflow application this will use any system-installed Darktable program or on Windows will automatically download the pre-built binary from the project. Learn more via the OpenBenchmarking.org test page.

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

SVT-VP9

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

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.1Tuning: VMAF Optimized - Input: Bosphorus 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

Darktable

Darktable is an open-source photography / workflow application this will use any system-installed Darktable program or on Windows will automatically download the pre-built binary from the project. Learn more via the OpenBenchmarking.org test page.

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

SVT-HEVC

This is a test of the Intel Open Visual Cloud Scalable Video Technology SVT-HEVC CPU-based multi-threaded video encoder for the HEVC / H.265 video format with a sample 1080p YUV video file. Learn more via the OpenBenchmarking.org test page.

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

oneDNN

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

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Deconvolution Batch deconv_3d - Data Type: f32 - Engine: CPUPop OS 20.10Pop OS 20.040.46610.93221.39831.86442.3305SE +/- 0.00102, N = 3SE +/- 0.01201, N = 32.023582.07153MIN: 1.92MIN: 1.931. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

SVT-VP9

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

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.1Tuning: Visual Quality Optimized - Input: Bosphorus 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

Optcarrot

Optcarrot is an NES emulator benchmark for the Ruby language. Learn more via the OpenBenchmarking.org test page.

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]

Kvazaar

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

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.0Video Input: Bosphorus 1080p - Video Preset: Ultra 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

SVT-VP9

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

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.1Tuning: PSNR/SSIM Optimized - Input: Bosphorus 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

WebP Image Encode

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

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100Pop OS 20.10Pop OS 20.040.5151.031.5452.062.575SE +/- 0.012, N = 3SE +/- 0.007, N = 32.2452.2891. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: DefaultPop OS 20.10Pop OS 20.040.33320.66640.99961.33281.666SE +/- 0.005, N = 3SE +/- 0.002, N = 31.3981.4811. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff

Darktable

Darktable is an open-source photography / workflow application this will use any system-installed Darktable program or on Windows will automatically download the pre-built binary from the project. Learn more via the OpenBenchmarking.org test page.

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

IOR

IOR is a parallel I/O storage benchmark. Learn more via the OpenBenchmarking.org test page.

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

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

CloverLeaf

CloverLeaf is a Lagrangian-Eulerian hydrodynamics benchmark. This test profile currently makes use of CloverLeaf's OpenMP version and benchmarked with the clover_bm8192.in input file. Learn more via the OpenBenchmarking.org test page.

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

LuaJIT

This test profile is a collection of Lua scripts/benchmarks run against a locally-built copy of LuaJIT upstream. Learn more via the OpenBenchmarking.org test page.

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

OpenBenchmarking.orgMflops, More Is BetterLuaJIT 2.1-gitTest: Dense LU Matrix FactorizationPop OS 20.10Pop OS 20.048001600240032004000SE +/- 9.34, N = 3SE +/- 18.22, N = 33810.873668.791. (CC) gcc options: -lm -ldl -O2 -fomit-frame-pointer -U_FORTIFY_SOURCE -fno-stack-protector

OpenBenchmarking.orgMflops, More Is BetterLuaJIT 2.1-gitTest: Sparse Matrix MultiplyPop OS 20.10Pop OS 20.0430060090012001500SE +/- 4.60, N = 3SE +/- 3.63, N = 31275.801221.291. (CC) gcc options: -lm -ldl -O2 -fomit-frame-pointer -U_FORTIFY_SOURCE -fno-stack-protector

OpenBenchmarking.orgMflops, More Is BetterLuaJIT 2.1-gitTest: Fast Fourier TransformPop OS 20.10Pop OS 20.0460120180240300SE +/- 0.10, N = 3SE +/- 23.04, N = 3272.28254.691. (CC) gcc options: -lm -ldl -O2 -fomit-frame-pointer -U_FORTIFY_SOURCE -fno-stack-protector

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

297 Results Shown

Selenium
Java Gradle Build
Polyhedron Fortran Benchmarks
Selenium
Polyhedron Fortran Benchmarks
Java 2D Microbenchmark
Mobile Neural Network:
  inception-v3
  mobilenet-v1-1.0
  MobileNetV2_224
  resnet-v2-50
  SqueezeNetV1.0
OpenVKL
AI Benchmark Alpha:
  Device AI Score
  Device Training Score
  Device Inference Score
LeelaChessZero:
  BLAS
  Eigen
Java 2D Microbenchmark
LAMMPS Molecular Dynamics Simulator
BYTE Unix Benchmark
LevelDB:
  Rand Delete
  Seq Fill
  Seq Fill
Facebook RocksDB
Selenium
Polyhedron Fortran Benchmarks
BRL-CAD
G'MIC
Monte Carlo Simulations of Ionised Nebulae
Timed LLVM Compilation
Hierarchical INTegration
Polyhedron Fortran Benchmarks
Selenium:
  CanvasMark - Firefox
  Jetstream - Firefox
Polyhedron Fortran Benchmarks
Timed HMMer Search
Kripke
LevelDB
Polyhedron Fortran Benchmarks
Facebook RocksDB
SVT-AV1
Stress-NG
Selenium
Caffe
Java 2D Microbenchmark
TensorFlow Lite
Blender
LevelDB
Selenium
SQLite
Apache CouchDB
Mlpack Benchmark
LevelDB
GPAW
GLmark2:
  1920 x 1080
  3840 x 2160
NCNN:
  CPU - yolov4-tiny
  CPU - resnet50
  CPU - alexnet
  CPU - resnet18
  CPU - vgg16
  CPU - googlenet
  CPU - blazeface
  CPU - efficientnet-b0
  CPU - mnasnet
  CPU - shufflenet-v2
  CPU-v3-v3 - mobilenet-v3
  CPU-v2-v2 - mobilenet-v2
  CPU - mobilenet
  CPU - squeezenet
Blender
Appleseed
Tesseract
Mlpack Benchmark
InfluxDB
GEGL
Stress-NG
Selenium
Appleseed
Stockfish
Stress-NG
Timed GDB GNU Debugger Compilation
RealSR-NCNN
Blender
G'MIC
OSPray
PyPerformance
Polyhedron Fortran Benchmarks
OSPray
InfluxDB:
  64 - 10000 - 2,5000,1 - 10000
  1024 - 10000 - 2,5000,1 - 10000
PyPerformance
Selenium
GROMACS
Polyhedron Fortran Benchmarks
SQLite Speedtest
LevelDB:
  Rand Fill:
    Microseconds Per Op
    MB/s
  Overwrite:
    Microseconds Per Op
    MB/s
Facebook RocksDB
TensorFlow Lite:
  Inception V4
  Inception ResNet V2
GEGL
TensorFlow Lite:
  NASNet Mobile
  SqueezeNet
  Mobilenet Quant
Facebook RocksDB
John The Ripper
Stress-NG
Facebook RocksDB
oneDNN
Timed Linux Kernel Compilation
PyPerformance
GEGL
Caffe
Polyhedron Fortran Benchmarks
RawTherapee
Mlpack Benchmark
OSPray
Git
PyPerformance
Blender
Selenium
Hugin
Xonotic
NCNN:
  Vulkan GPU - resnet50
  Vulkan GPU - yolov4-tiny
  Vulkan GPU - alexnet
  Vulkan GPU - resnet18
  Vulkan GPU - vgg16
  Vulkan GPU - googlenet
  Vulkan GPU - blazeface
  Vulkan GPU - efficientnet-b0
  Vulkan GPU - mnasnet
  Vulkan GPU - shufflenet-v2
  Vulkan GPU-v3-v3 - mobilenet-v3
  Vulkan GPU-v2-v2 - mobilenet-v2
  Vulkan GPU - mobilenet
  Vulkan GPU - squeezenet
Polyhedron Fortran Benchmarks
ASTC Encoder
Zstd Compression
Polyhedron Fortran Benchmarks
Cryptsetup:
  PBKDF2-sha512
  PBKDF2-whirlpool
GEGL
Cryptsetup
GEGL
oneDNN
Kvazaar
Appleseed
Cryptsetup
Xonotic
eSpeak-NG Speech Engine
Kvazaar
oneDNN
NAMD
oneDNN
Timed PHP Compilation
PyPerformance
Xonotic
WebP Image Encode
PostMark
Blender
SQLite
OSPray
VkFFT
Tesseract
PyPerformance
GEGL:
  Tile Glass
  Reflect
John The Ripper
Stress-NG:
  CPU Stress
  NUMA
  Memory Copying
  Malloc
  Socket Activity
  MEMFD
  SENDFILE
  Glibc Qsort Data Sorting
  Matrix Math
  Atomic
  Vector Math
  Crypto
  Glibc C String Functions
  Semaphores
LibRaw
Polyhedron Fortran Benchmarks
PyPerformance
Zstd Compression
Selenium
LuaJIT
librsvg
Coremark
Xonotic
ET: Legacy
PyPerformance
Polyhedron Fortran Benchmarks
Tesseract OCR
Mlpack Benchmark
PyPerformance
Polyhedron Fortran Benchmarks
x265
GIMP
OSPray
PyBench
Timed Apache Compilation
PyPerformance:
  chaos
  float
  nbody
  crypto_pyaes
Polyhedron Fortran Benchmarks
Java 2D Microbenchmark
OpenSSL
OSPray
G'MIC
TNN
Polyhedron Fortran Benchmarks
OSPray
RNNoise
Timed FFmpeg Compilation
GIMP
oneDNN
Selenium:
  Maze Solver - Firefox
  WASM collisionDetection - Firefox
TNN
Kvazaar
Dolfyn
WebP Image Encode
OCRMyPDF
ParaView:
  Many Spheres - 1920 x 1080:
    MiPolys / Sec
    Frames / Sec
  Many Spheres - 3840 x 2160:
    MiPolys / Sec
    Frames / Sec
oneDNN
FLAC Audio Encoding
RealSR-NCNN
SVT-AV1
GIMP
OCRMyPDF
GNU Octave Benchmark
Timed MPlayer Compilation
x265
Kvazaar:
  Bosphorus 4K - Ultra Fast
  Bosphorus 1080p - Slow
  Bosphorus 1080p - Medium
ASTC Encoder
oneDNN
Selenium
Timed MAFFT Alignment
GEGL
GIMP
ParaView:
  Wavelet Contour - 1920 x 1080:
    MiPolys / Sec
    Frames / Sec
LAMMPS Molecular Dynamics Simulator
Intel Open Image Denoise
WebP Image Encode
Waifu2x-NCNN Vulkan
LAME MP3 Encoding
SVT-AV1
Darktable
GEGL
LevelDB:
  Fill Sync:
    Microseconds Per Op
    MB/s
OSPray
ParaView:
  Wavelet Volume - 3840 x 2160:
    MiVoxels / Sec
    Frames / Sec
  Wavelet Volume - 1920 x 1080:
    MiVoxels / Sec
    Frames / Sec
ASTC Encoder
ParaView:
  Wavelet Contour - 3840 x 2160:
    MiPolys / Sec
    Frames / Sec
ASTC Encoder
rays1bench
FFTE
Kvazaar
Darktable
SVT-VP9
Darktable
SVT-HEVC
oneDNN
SVT-VP9
Optcarrot
Kvazaar
SVT-VP9
WebP Image Encode:
  Quality 100
  Default
Darktable
IOR:
  Read Test
  Write Test
CloverLeaf
LuaJIT:
  Jacobi Successive Over-Relaxation
  Dense LU Matrix Factorization
  Sparse Matrix Multiply
  Fast Fourier Transform
  Monte Carlo

Pop OS 20.04

Processor: AMD Ryzen Threadripper 3990X 64-Core @ 2.90GHz (64 Cores / 128 Threads), Motherboard: System76 Thelio Major (F4c Z5 BIOS), Chipset: AMD Starship/Matisse, Memory: 126GB, Disk: Samsung SSD 970 EVO Plus 500GB, Graphics: AMD Radeon RX 5600 OEM/5600 XT / 5700/5700 8GB (1750/875MHz), Audio: AMD Navi 10 HDMI Audio, Monitor: DELL P2415Q, Network: Intel I211 + Intel Wi-Fi 6 AX200

OS: Pop 20.04, Kernel: 5.4.0-7642-generic (x86_64), Desktop: GNOME Shell 3.36.4, Display Server: X Server 1.20.8, Display Driver: amdgpu 19.1.0, OpenGL: 4.6 Mesa 20.0.8 (LLVM 10.0.0), Vulkan: 1.2.128, Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 3840x2160

Kernel Notes: snd_usb_audio.ignore_ctl_error=1
Compiler Notes: --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
Disk Notes: NONE / errors=remount-ro,noatime,rw
Processor Notes: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x8301025
Graphics Notes: GLAMOR
Java Notes: OpenJDK Runtime Environment (build 11.0.8+10-post-Ubuntu-0ubuntu120.04)
Python Notes: Python 3.8.5
Security Notes: 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

Testing initiated at 23 October 2020 12:50 by user phoronix.

Pop OS 20.10

Processor: AMD Ryzen Threadripper 3990X 64-Core @ 2.90GHz (64 Cores / 128 Threads), Motherboard: System76 Thelio Major (F4c Z5 BIOS), Chipset: AMD Starship/Matisse, Memory: 126GB, Disk: Samsung SSD 970 EVO Plus 500GB + 32GB Flash Disk, Graphics: AMD Radeon RX 5600 OEM/5600 XT / 5700/5700 8GB (1750/875MHz), Audio: AMD Navi 10 HDMI Audio, Monitor: DELL P2415Q, Network: Intel I211 + Intel Wi-Fi 6 AX200

OS: Pop 20.10, Kernel: 5.8.0-7625-generic (x86_64), Desktop: GNOME Shell 3.38.1, Display Server: X Server 1.20.8, Display Driver: amdgpu 19.1.0, OpenGL: 4.6 Mesa 20.2.1 (LLVM 11.0.0), Vulkan: 1.2.131, Compiler: GCC 10.2.0, File-System: ext4, Screen Resolution: 3840x2160

Kernel Notes: snd_usb_audio.ignore_ctl_error=1
Compiler Notes: --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 Notes: NONE / errors=remount-ro,noatime,rw
Processor Notes: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x8301025
Graphics Notes: GLAMOR
Java Notes: OpenJDK Runtime Environment (build 11.0.9+10-post-Ubuntu-0ubuntu1)
Python Notes: Python 3.8.6
Security Notes: 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

Testing initiated at 24 October 2020 10:35 by user phoronix.