System76 Thelio Major 3990X Pop OS 21.10

AMD Ryzen Threadripper 3990X benchmarking of Pop OS 21.10 versus 20.04 LTS 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 2112296-NE-2010258FI98
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Audio Encoding 2 Tests
Timed Code Compilation 4 Tests
C/C++ Compiler Tests 15 Tests
CPU Massive 17 Tests
Creator Workloads 23 Tests
Database Test Suite 5 Tests
Desktop Graphics 4 Tests
Encoding 5 Tests
Fortran Tests 4 Tests
Game Development 4 Tests
HPC - High Performance Computing 13 Tests
Imaging 7 Tests
Common Kernel Benchmarks 3 Tests
Machine Learning 7 Tests
Molecular Dynamics 2 Tests
MPI Benchmarks 2 Tests
Multi-Core 19 Tests
NVIDIA GPU Compute 5 Tests
Intel oneAPI 4 Tests
OpenMPI Tests 2 Tests
Productivity 2 Tests
Programmer / Developer System Benchmarks 9 Tests
Python 3 Tests
Raytracing 2 Tests
Renderers 4 Tests
Scientific Computing 6 Tests
Server 6 Tests
Server CPU Tests 13 Tests
Single-Threaded 11 Tests
Speech 2 Tests
Telephony 2 Tests
Video Encoding 3 Tests
Vulkan Compute 3 Tests
Common Workstation Benchmarks 4 Tests

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Pop OS 20.04
October 23 2020
  11 Hours, 45 Minutes
Pop OS 21.10
December 28 2021
  9 Hours, 58 Minutes
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  10 Hours, 51 Minutes
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Pop OS 20.04

Processor: AMD Ryzen Threadripper 3990X 64-Core @ 2.90GHz (64 Cores / 128 Threads), Motherboard: Gigabyte TRX40 AORUS PRO WIFI (F4p BIOS), Chipset: AMD Starship/Matisse, Memory: 128GB, 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 21.10

OS: Pop 21.10, Kernel: 5.15.8-76051508-generic (x86_64), Desktop: GNOME Shell 40.5, Display Server: X Server 1.20.13, OpenGL: 4.6 Mesa 21.2.2 (LLVM 12.0.1), Vulkan: 1.2.182, Compiler: GCC 11.2.0, File-System: ext4, Screen Resolution: 3840x2160

Kernel Notes: Transparent Huge Pages: madvise
Compiler Notes: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-cet --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-link-serialization=2 --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-11-ZPT0kp/gcc-11-11.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-11-ZPT0kp/gcc-11-11.2.0/debian/tmp-gcn/usr --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-build-config=bootstrap-lto-lean --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 / Block Size: 4096
Processor Notes: Scaling Governor: acpi-cpufreq schedutil (Boost: Enabled) - CPU Microcode: 0x8301039
Graphics Notes: GLAMOR - BAR1 / Visible vRAM Size: 256 MB
Java Notes: OpenJDK Runtime Environment (build 11.0.13+8-Ubuntu-0ubuntu1.21.10)
Python Notes: Python 3.9.7
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 OS 21.10ProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLVulkanCompilerFile-SystemScreen ResolutionPop OS 20.04Pop OS 21.10AMD Ryzen Threadripper 3990X 64-Core @ 2.90GHz (64 Cores / 128 Threads)Gigabyte TRX40 AORUS PRO WIFI (F4p BIOS)AMD Starship/Matisse128GBSamsung 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 9.3.0ext43840x2160Pop 21.105.15.8-76051508-generic (x86_64)GNOME Shell 40.5X Server 1.20.134.6 Mesa 21.2.2 (LLVM 12.0.1)1.2.182GCC 11.2.0OpenBenchmarking.orgKernel Details- Pop OS 20.04: snd_usb_audio.ignore_ctl_error=1- Pop OS 21.10: Transparent Huge Pages: madviseCompiler 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 21.10: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-cet --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-link-serialization=2 --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-11-ZPT0kp/gcc-11-11.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-11-ZPT0kp/gcc-11-11.2.0/debian/tmp-gcn/usr --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-build-config=bootstrap-lto-lean --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- Pop OS 20.04: NONE / errors=remount-ro,noatime,rw- Pop OS 21.10: NONE / errors=remount-ro,noatime,rw / Block Size: 4096Processor Details- Pop OS 20.04: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x8301025- Pop OS 21.10: Scaling Governor: acpi-cpufreq schedutil (Boost: Enabled) - CPU Microcode: 0x8301039 Graphics Details- Pop OS 20.04: GLAMOR- Pop OS 21.10: GLAMOR - BAR1 / Visible vRAM Size: 256 MBJava Details- Pop OS 20.04: OpenJDK Runtime Environment (build 11.0.8+10-post-Ubuntu-0ubuntu120.04)- Pop OS 21.10: OpenJDK Runtime Environment (build 11.0.13+8-Ubuntu-0ubuntu1.21.10)Python Details- Pop OS 20.04: Python 3.8.5- Pop OS 21.10: Python 3.9.7Security 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 21.10 ComparisonPhoronix Test SuiteBaseline+112.3%+112.3%+224.6%+224.6%+336.9%+336.9%449.2%353.6%149.9%138.4%125.7%115.5%86.2%85.6%84%80.8%80.5%80.3%79.9%76.6%60.7%59.4%58.7%51.6%51.2%49.8%46%46%42.4%38.2%35.1%35.1%29.5%29.5%29.4%28.7%27.7%22.4%18.4%18%17.6%17.3%17.3%17.3%17.3%17.1%15.9%15.5%15.3%15.1%14.8%14.2%13.3%12.6%12.5%11.9%11.3%11%10.6%10.3%9.6%9.5%9%8.5%8.4%7.6%7.5%7.2%7%7%6.8%6.7%6.7%6.4%6.1%6%5.9%5.8%5.5%5.5%5.5%5.4%5.3%4.9%4.7%4.5%4.4%4.2%3.8%3.8%3.8%3.5%3.5%3.5%3.5%3.4%3.2%3%2.9%2.6%2.5%2.3%2.2%2.2%2.1%2.1%Vulkan GPU - vgg16Vulkan GPU - alexnetVulkan GPU-v3-v3 - mobilenet-v3tfft22.F.P.1.T1920 x 1080Image RenderingVulkan GPU - resnet50Vulkan GPU-v2-v2 - mobilenet-v24x - YesVulkan GPU - resnet18Vulkan GPU - googlenetVulkan GPU - mnasnetVulkan GPU - shufflenet-v2Vulkan GPU - yolov4-tiny100 - 1000 - 244x - NoVulkan GPU - squeezenetVulkan GPU - efficientnet-b02x - 3 - YesWavelet Volume - 3840 x 2160Wavelet Volume - 3840 x 2160Vulkan GPU - mobilenetP.I.O.A.3.V.1.TWavelet Volume - 1920 x 1080Wavelet Volume - 1920 x 10803840 x 2160SVG Files To PNGText Rendering1920 x 1080A.R.T8Bosphorus 1080p21.4%M.M.B.S.T - f32 - CPUV.Q.O - Bosphorus 1080p18.2%Time To Compile3840 x 2160 - Ultrafatigue2Wavelet Contour - 3840 x 2160Wavelet Contour - 3840 x 21603840 x 2160 - Highair3840 x 2160Time To Compilepython_startupMobilenet FloatWavelet BlurP.S.O - Bosphorus 1080p14.2%Mobilenet QuantInception V4Vulkan GPU - blazeface3840 x 2160 - Ultimatescikit_icaAntialiasColor Enhance3840 x 2160 - LowTile GlassReflectI.R.VBosphorus 4K9.5%capacitaT.B.Tdjango_templateTime To CompileF.F.Tnbody7.4%MemorialCropDefaultTimed Time - Size 1,0006.8%CPU - alexnetTime To CompileRenderer2 - 3840 x 2160CartoonGoogleNet - CPU - 100SqueezeNetSan Miguel - SciVisP.P.A.S.TNASNet MobileC.B.S.A - f32 - CPUWAV To FLACRotate 90 Degreespickle_pure_pythonraytrace5.2%P.P.B5%S.M.MV.G.RM.R - SciVisD.L.M.FAlexNet - CPU - 100Wavelet Contour - 1920 x 1080Wavelet Contour - 1920 x 1080CPU - yolov4-tinyLarge Scene3.6%Dhrystone 2N.2.3.C.F.RIP Batch 1D - f32 - CPUD.B.d - f32 - CPUT.F.A.T.T3.4%Quality 100test_fpu23.3%XFrog Forest - Path Tracer3.2%T.T.C.C.G.COverwrite3.2%CoreMark Size 666 - I.P.SSeq Fill3%Seq Fill2.9%CompositeOverwrite2.8%float2.8%XFrog Forest - SciVis2.8%Rand Fill2.7%CPU - mnasnetQ.1.L2.5%P.D.SRand Fill2.5%WAV To MP32.4%San Miguel - Path Tracer2.3%1.8.b.Y.T.H.V.E2.3%R.N.N.I - f32 - CPU19Rand ReadScale2.1%Rhodopsin ProteinQ.1.L.H.C2.1%BMW27 - CPU-Only2.1%NASA Streamlines - Path Tracer2.1%NCNNNCNNNCNNPolyhedron Fortran BenchmarksG'MICTesseractJava 2D MicrobenchmarkNCNNNCNNRealSR-NCNNNCNNNCNNNCNNNCNNNCNNApache CouchDBRealSR-NCNNNCNNNCNNWaifu2x-NCNN VulkanParaViewParaViewNCNNG'MICParaViewParaViewGLmark2librsvgJava 2D MicrobenchmarkGLmark2Java 2D MicrobenchmarkSQLitex265oneDNNSVT-VP9Timed Apache CompilationXonoticPolyhedron Fortran BenchmarksParaViewParaViewXonoticPolyhedron Fortran BenchmarksTesseractTimed FFmpeg CompilationPyPerformanceTensorFlow LiteGEGLSVT-VP9TensorFlow LiteTensorFlow LiteNCNNXonoticMlpack BenchmarkGEGLGEGLXonoticGEGLGEGLTensorFlow Litex265Polyhedron Fortran BenchmarksRawTherapeePyPerformanceTimed MPlayer CompilationLuaJITPyPerformanceIntel Open Image DenoiseGEGLWebP Image EncodeSQLite SpeedtestNCNNTimed PHP CompilationET: LegacyGEGLCaffeTensorFlow LiteOSPrayHuginTensorFlow LiteoneDNNFLAC Audio EncodingGEGLPyPerformancePyPerformanceLibRawLuaJITJava 2D MicrobenchmarkOSPrayLuaJITCaffeParaViewParaViewNCNNrays1benchBYTE Unix BenchmarkFFTEoneDNNoneDNNPyBenchWebP Image EncodePolyhedron Fortran BenchmarksOSPrayGitLevelDBCoremarkLevelDBLevelDBLuaJITLevelDBPyPerformanceOSPrayLevelDBNCNNWebP Image EncodeTimed HMMer SearchLevelDBLAME MP3 EncodingKripkeOSPraySVT-HEVConeDNNZstd CompressionLevelDBGEGLLAMMPS Molecular Dynamics SimulatorWebP Image EncodeBlenderOSPrayPop OS 20.04Pop OS 21.10

System76 Thelio Major 3990X Pop OS 21.10ncnn: Vulkan GPU - vgg16ncnn: Vulkan GPU - alexnetncnn: Vulkan GPU-v3-v3 - mobilenet-v3polyhedron: tfft2gmic: 2D Function Plotting, 1000 Timestesseract: 1920 x 1080j2dbench: Image Renderingncnn: Vulkan GPU - resnet50ncnn: Vulkan GPU-v2-v2 - mobilenet-v2realsr-ncnn: 4x - Yesncnn: Vulkan GPU - resnet18ncnn: Vulkan GPU - googlenetncnn: Vulkan GPU - mnasnetncnn: Vulkan GPU - shufflenet-v2ncnn: Vulkan GPU - yolov4-tinycouchdb: 100 - 1000 - 24realsr-ncnn: 4x - Noncnn: Vulkan GPU - squeezenetncnn: Vulkan GPU - efficientnet-b0waifu2x-ncnn: 2x - 3 - Yesncnn: Vulkan GPU - mobilenetgmic: Plotting Isosurface Of A 3D Volume, 1000 Timesparaview: Wavelet Volume - 1920 x 1080paraview: Wavelet Volume - 1920 x 1080glmark2: 3840 x 2160rsvg: SVG Files To PNGglmark2: 1920 x 1080j2dbench: All Rendering Testssqlite: 8x265: Bosphorus 1080ponednn: Matrix Multiply Batch Shapes Transformer - f32 - CPUsvt-vp9: Visual Quality Optimized - Bosphorus 1080pbuild-apache: Time To Compilexonotic: 3840 x 2160 - Ultrapolyhedron: fatigue2paraview: Wavelet Contour - 3840 x 2160paraview: Wavelet Contour - 3840 x 2160xonotic: 3840 x 2160 - Highpolyhedron: airtesseract: 3840 x 2160build-ffmpeg: Time To Compilepyperformance: python_startuptensorflow-lite: Mobilenet Floatgegl: Wavelet Blursvt-vp9: PSNR/SSIM Optimized - Bosphorus 1080ptensorflow-lite: Mobilenet Quanttensorflow-lite: Inception V4ncnn: Vulkan GPU - blazefacexonotic: 3840 x 2160 - Ultimatemlpack: scikit_icagegl: Antialiasgegl: Color Enhancexonotic: 3840 x 2160 - Lowgegl: Tile Glassgegl: Reflecttensorflow-lite: Inception ResNet V2x265: Bosphorus 4Kpolyhedron: capacitarawtherapee: Total Benchmark Timepyperformance: django_templatebuild-mplayer: Time To Compilepyperformance: nbodyoidn: Memorialgegl: Cropwebp: Defaultsqlite-speedtest: Timed Time - Size 1,000ncnn: CPU - alexnetbuild-php: Time To Compileetlegacy: Renderer2 - 3840 x 2160gegl: Cartooncaffe: GoogleNet - CPU - 100tensorflow-lite: SqueezeNetospray: San Miguel - SciVishugin: Panorama Photo Assistant + Stitching Timetensorflow-lite: NASNet Mobileonednn: Convolution Batch Shapes Auto - f32 - CPUencode-flac: WAV To FLACgegl: Rotate 90 Degreespyperformance: pickle_pure_pythonpyperformance: raytracelibraw: Post-Processing Benchmarkluajit: Sparse Matrix Multiplyj2dbench: Vector Graphics Renderingospray: Magnetic Reconnection - SciVisluajit: Dense LU Matrix Factorizationcaffe: AlexNet - CPU - 100paraview: Wavelet Contour - 1920 x 1080paraview: Wavelet Contour - 1920 x 1080ncnn: CPU - yolov4-tinyrays1bench: Large Scenebyte: Dhrystone 2ffte: N=256, 3D Complex FFT Routineonednn: IP Batch 1D - f32 - CPUonednn: Deconvolution Batch deconv_3d - f32 - CPUpybench: Total For Average Test Timeswebp: Quality 100polyhedron: test_fpu2ospray: XFrog Forest - Path Tracergit: Time To Complete Common Git Commandsleveldb: Overwritecoremark: CoreMark Size 666 - Iterations Per Secondleveldb: Seq Fillleveldb: Seq Fillluajit: Compositeleveldb: Overwritepyperformance: floatospray: XFrog Forest - SciVisleveldb: Rand Fillwebp: Quality 100, Losslesshmmer: Pfam Database Searchleveldb: Rand Fillencode-mp3: WAV To MP3kripke: ospray: San Miguel - Path Tracersvt-hevc: 1080p 8-bit YUV To HEVC Video Encodeonednn: Recurrent Neural Network Inference - f32 - CPUcompress-zstd: 19leveldb: Rand Readgegl: Scalelammps: Rhodopsin Proteinwebp: Quality 100, Lossless, Highest Compressionblender: BMW27 - CPU-Onlyospray: NASA Streamlines - Path Traceroptcarrot: Optimized Benchmarkespeak: Text-To-Speech Synthesisappleseed: Emilywebp: Quality 100, Highest Compressiontnn: CPU - SqueezeNet v1.1polyhedron: gas_dyn2tesseract-ocr: Time To OCR 7 Imagesncnn: CPU - squeezenetonednn: IP Batch All - f32 - CPUappleseed: Material Testerblender: Barbershop - CPU-Onlymocassin: Dust 2D tau100.0polyhedron: proteinonednn: Deconvolution Batch deconv_1d - f32 - CPUior: Read Testmlpack: scikit_linearridgeregressionncnn: CPU - shufflenet-v2rnnoise: blender: Classroom - CPU-Onlypolyhedron: mp_prop_designblender: Fishy Cat - CPU-Onlyopenvkl: vklBenchmarkcompress-zstd: 3openssl: RSA 4096-bit Performancepolyhedron: acpyperformance: crypto_pyaespyperformance: chaosncnn: CPU - googlenetpyperformance: golammps: 20k Atomsluajit: Jacobi Successive Over-Relaxationior: Write Testgmic: 3D Elevated Function In Rand Colors, 100 Timespolyhedron: rnflowtnn: CPU - MobileNet v2luajit: Monte Carlonamd: ATPase Simulation - 327,506 Atomspolyhedron: doducleveldb: Fill Synchint: FLOATleveldb: Rand Deleteinfluxdb: 1024 - 10000 - 2,5000,1 - 10000pyperformance: 2to3stockfish: Total Timeappleseed: Disney Materialsqlite: 1mlpack: scikit_qdapolyhedron: channel2leveldb: Seek Randpolyhedron: induct2blender: Pabellon Barcelona - CPU-Onlymlpack: scikit_svmonednn: Recurrent Neural Network Training - f32 - CPUpyperformance: regex_compilepyperformance: json_loadspyperformance: pathlibleveldb: Fill Syncospray: Magnetic Reconnection - Path Tracerospray: NASA Streamlines - SciVispolyhedron: linpkncnn: CPU - mnasnetluajit: Fast Fourier Transformj2dbench: Text Renderingparaview: Wavelet Volume - 3840 x 2160paraview: Wavelet Volume - 3840 x 2160Pop OS 20.04Pop OS 21.1084.3629.858.4749.08222.556369.06908553596.51315089.654.60114.4443.348.514.663.4815.04119.18716.5125.8211.559.1019.9819.3793513.251219.58268129.14985757815320.9604010114.99758.190.508544326.7221.267335.618213048.61164.191711.068383.46925641.71311.582219.73612.831423.564.725394.0733371.27120261.25268.307837551.9241.07658.097506.688829632.96531.59160872526.2516.2750.51047.510.61310827.018.8431.48164.26812.1735.452241.594.52114811350791.367.4646.73977536.72.127897.97139.91844143941.831221.297844283.975062143.483668.7955465301.883145.93736.30311.3043076608.7129515.004228931.264412.071539412.28928.557.3248.36522.82256436.97729623.9591.6121541.47621.25110813.7622.716.295165.035623.7267.312448811775.70208.29115.06881.7109.9976.60423.84533.50032.4320.41131.3328.119133.2447617.138252.18041.9724.97325.2723.7781150.800832131.1222312.721.550971610.781.5914.4018.80984.9555.346.34461.157285.815077.36.0710310426.3923326.9082055.73316.5284.88615.32285.921506.840.426776.755953.960373293210.02252597.9601557894.430214646348657.54923633.09242.5441.8171.02921.9298.6620.87328.32516023.916.32.4333.3390.913.0313.45254.6921836.3390721772575.513160.9715.366.583.3920.5998.605795.381115930507.7808125.22.563.2971.854.722.591.979.3674.78110.4053.847.646.0777.0114.0254747.995296.75347322.517110369982914.278770693.92247.940.429524276.4118.022394.747053641.44192.562006.719449.69859161.46361.017417.09211.127294.156.391345.1629230.36283581.11301.718235646.3936.89952.349560.303009229.88328.83155584923.9714.9346.53543.89.86011628.958.2631.38468.64011.4033.230257.688.82613953647937.671.4344.17973463.62.016517.55737.88241946239.831281.058211247.291900245.453829.6853226313.393265.85734.98300.5544596663.4134076.978824381.221432.001959732.21429.57.0946.87722.12324940.08288423.2608.9171585.60638.82411113.3922.116.705161.024639.1297.485459289105.57203.61112.55483.5107.6926.74524.34934.20533.1120128.8528.650130.7774527.267247.81842.6924.57425.6723.4123148.615932132.9922012.891.530771589.871.5714.2218.57685.9754.6746.874567208.414925.76.0110410526.6223527.1362039.01314.2685.46015.41284.312504.510.424866.785979.663371820722.78083595.6371563682.730314603299457.71282233.00242.6541.89171.38621.9698.8120.89328.53916023.916.32.4333.3390.913.0313.11273.7928265.0256398223759.090234.94OpenBenchmarking.org

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: vgg16Pop OS 20.04Pop OS 21.1020406080100SE +/- 0.04, N = 3SE +/- 0.31, N = 384.3615.36MIN: 67.87 / MAX: 109.54MIN: 14.12 / MAX: 38.611. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: vgg16Pop OS 20.04Pop OS 21.101632486480Min: 84.29 / Avg: 84.36 / Max: 84.42Min: 14.81 / Avg: 15.36 / Max: 15.871. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: alexnetPop OS 20.04Pop OS 21.10714212835SE +/- 0.24, N = 3SE +/- 0.09, N = 329.856.58MIN: 25.42 / MAX: 55.99MIN: 5.76 / MAX: 26.11. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: alexnetPop OS 20.04Pop OS 21.10714212835Min: 29.38 / Avg: 29.85 / Max: 30.19Min: 6.4 / Avg: 6.58 / Max: 6.691. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3Pop OS 20.04Pop OS 21.10246810SE +/- 0.24, N = 3SE +/- 0.00, N = 38.473.39MIN: 7.45 / MAX: 27.99MIN: 3.34 / MAX: 5.191. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3Pop OS 20.04Pop OS 21.103691215Min: 8.16 / Avg: 8.47 / Max: 8.95Min: 3.39 / Avg: 3.39 / Max: 3.41. (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: tfft2Pop OS 20.04Pop OS 21.10112233445549.0820.59

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 21.1050100150200250SE +/- 1.54, N = 3SE +/- 0.65, N = 3222.5698.611. Version 2.4.5, Copyright (c) 2008-2019, David Tschumperle.
OpenBenchmarking.orgSeconds, Fewer Is BetterG'MICTest: 2D Function Plotting, 1000 TimesPop OS 20.04Pop OS 21.104080120160200Min: 219.65 / Avg: 222.56 / Max: 224.92Min: 97.35 / Avg: 98.61 / Max: 99.541. Version 2.4.5, Copyright (c) 2008-2019, David Tschumperle.

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 21.102004006008001000SE +/- 3.18, N = 15SE +/- 10.94, N = 3369.07795.38
OpenBenchmarking.orgFrames Per Second, More Is BetterTesseract 2014-05-12Resolution: 1920 x 1080Pop OS 20.04Pop OS 21.10140280420560700Min: 349.55 / Avg: 369.07 / Max: 387.39Min: 777.78 / Avg: 795.38 / Max: 815.44

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 20.04Pop OS 21.103M6M9M12M15MSE +/- 33957.70, N = 4SE +/- 34473.29, N = 48553596.5115930507.78
OpenBenchmarking.orgUnits Per Second, More Is BetterJava 2D Microbenchmark 1.0Rendering Test: Image RenderingPop OS 20.04Pop OS 21.103M6M9M12M15MMin: 8482342.34 / Avg: 8553596.51 / Max: 8613131.88Min: 15846251 / Avg: 15930507.78 / Max: 16012568.07

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 20.04Pop OS 21.103691215SE +/- 0.09, N = 2SE +/- 0.00, N = 39.655.20MIN: 9.05 / MAX: 31.86MIN: 5.15 / MAX: 8.331. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: resnet50Pop OS 20.04Pop OS 21.103691215Min: 9.55 / Avg: 9.65 / Max: 9.74Min: 5.2 / Avg: 5.2 / Max: 5.21. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2Pop OS 20.04Pop OS 21.101.0352.073.1054.145.175SE +/- 0.01, N = 3SE +/- 0.00, N = 34.602.50MIN: 4.27 / MAX: 9.6MIN: 2.47 / MAX: 3.041. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2Pop OS 20.04Pop OS 21.10246810Min: 4.58 / Avg: 4.6 / Max: 4.61Min: 2.5 / Avg: 2.5 / Max: 2.51. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

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 20.04Pop OS 21.10306090120150SE +/- 0.16, N = 3SE +/- 0.27, N = 3114.4463.30
OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: YesPop OS 20.04Pop OS 21.1020406080100Min: 114.14 / Avg: 114.44 / Max: 114.68Min: 63.01 / Avg: 63.3 / Max: 63.83

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: resnet18Pop OS 20.04Pop OS 21.100.75151.5032.25453.0063.7575SE +/- 0.01, N = 3SE +/- 0.00, N = 33.341.85MIN: 3.22 / MAX: 5.29MIN: 1.83 / MAX: 2.321. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: resnet18Pop OS 20.04Pop OS 21.10246810Min: 3.33 / Avg: 3.34 / Max: 3.35Min: 1.85 / Avg: 1.85 / Max: 1.851. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: googlenetPop OS 20.04Pop OS 21.10246810SE +/- 0.02, N = 3SE +/- 0.00, N = 38.514.72MIN: 7.13 / MAX: 29.75MIN: 4.69 / MAX: 5.251. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: googlenetPop OS 20.04Pop OS 21.103691215Min: 8.46 / Avg: 8.51 / Max: 8.54Min: 4.72 / Avg: 4.72 / Max: 4.721. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: mnasnetPop OS 20.04Pop OS 21.101.04852.0973.14554.1945.2425SE +/- 0.01, N = 3SE +/- 0.00, N = 34.662.59MIN: 4.41 / MAX: 5.4MIN: 2.55 / MAX: 3.011. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: mnasnetPop OS 20.04Pop OS 21.10246810Min: 4.64 / Avg: 4.66 / Max: 4.67Min: 2.58 / Avg: 2.59 / Max: 2.591. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: shufflenet-v2Pop OS 20.04Pop OS 21.100.7831.5662.3493.1323.915SE +/- 0.00, N = 3SE +/- 0.00, N = 33.481.97MIN: 3.38 / MAX: 4.25MIN: 1.94 / MAX: 2.351. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: shufflenet-v2Pop OS 20.04Pop OS 21.10246810Min: 3.48 / Avg: 3.48 / Max: 3.49Min: 1.97 / Avg: 1.97 / Max: 1.971. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: yolov4-tinyPop OS 20.04Pop OS 21.1048121620SE +/- 0.02, N = 3SE +/- 0.02, N = 315.049.36MIN: 12.6 / MAX: 42.1MIN: 9.28 / MAX: 10.441. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: yolov4-tinyPop OS 20.04Pop OS 21.1048121620Min: 15.01 / Avg: 15.04 / Max: 15.08Min: 9.34 / Avg: 9.36 / Max: 9.391. (CXX) g++ options: -O3 -rdynamic -lgomp -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 20.04Pop OS 21.10306090120150SE +/- 0.94, N = 3SE +/- 0.07, N = 3119.1974.781. (CXX) g++ options: -std=c++14 -lmozjs-68 -lm -lerl_interface -lei -fPIC -MMD
OpenBenchmarking.orgSeconds, Fewer Is BetterApache CouchDB 3.1.1Bulk Size: 100 - Inserts: 1000 - Rounds: 24Pop OS 20.04Pop OS 21.1020406080100Min: 117.77 / Avg: 119.19 / Max: 120.96Min: 74.66 / Avg: 74.78 / Max: 74.881. (CXX) g++ options: -std=c++14 -lmozjs-68 -lm -lerl_interface -lei -fPIC -MMD

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 20.04Pop OS 21.1048121620SE +/- 0.06, N = 3SE +/- 0.04, N = 316.5110.41
OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: NoPop OS 20.04Pop OS 21.1048121620Min: 16.44 / Avg: 16.51 / Max: 16.63Min: 10.36 / Avg: 10.4 / Max: 10.48

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: squeezenetPop OS 20.04Pop OS 21.101.30952.6193.92855.2386.5475SE +/- 0.05, N = 3SE +/- 0.03, N = 35.823.84MIN: 5.53 / MAX: 19.72MIN: 3.69 / MAX: 4.421. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: squeezenetPop OS 20.04Pop OS 21.10246810Min: 5.72 / Avg: 5.82 / Max: 5.88Min: 3.79 / Avg: 3.84 / Max: 3.91. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: efficientnet-b0Pop OS 20.04Pop OS 21.103691215SE +/- 0.11, N = 3SE +/- 0.04, N = 311.557.64MIN: 10.46 / MAX: 34.72MIN: 7.46 / MAX: 17.921. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: efficientnet-b0Pop OS 20.04Pop OS 21.103691215Min: 11.34 / Avg: 11.55 / Max: 11.7Min: 7.57 / Avg: 7.64 / Max: 7.71. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

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 20.04Pop OS 21.103691215SE +/- 0.010, N = 3SE +/- 0.007, N = 39.1016.077
OpenBenchmarking.orgSeconds, Fewer Is BetterWaifu2x-NCNN Vulkan 20200818Scale: 2x - Denoise: 3 - TAA: YesPop OS 20.04Pop OS 21.103691215Min: 9.08 / Avg: 9.1 / Max: 9.12Min: 6.06 / Avg: 6.08 / Max: 6.09

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: mobilenetPop OS 20.04Pop OS 21.103691215SE +/- 0.16, N = 3SE +/- 0.01, N = 39.987.01MIN: 8.51 / MAX: 38.16MIN: 6.95 / MAX: 9.461. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: mobilenetPop OS 20.04Pop OS 21.103691215Min: 9.81 / Avg: 9.98 / Max: 10.29Min: 6.98 / Avg: 7.01 / Max: 7.031. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

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 20.04Pop OS 21.10510152025SE +/- 0.02, N = 3SE +/- 0.05, N = 319.3814.031. Version 2.4.5, Copyright (c) 2008-2019, David Tschumperle.
OpenBenchmarking.orgSeconds, Fewer Is BetterG'MICTest: Plotting Isosurface Of A 3D Volume, 1000 TimesPop OS 20.04Pop OS 21.10510152025Min: 19.34 / Avg: 19.38 / Max: 19.42Min: 13.94 / Avg: 14.03 / Max: 14.121. Version 2.4.5, Copyright (c) 2008-2019, David Tschumperle.

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: 1920 x 1080Pop OS 20.04Pop OS 21.1010002000300040005000SE +/- 3.52, N = 3SE +/- 65.65, N = 33513.254748.00
OpenBenchmarking.orgMiVoxels / Sec, More Is BetterParaView 5.4.1Test: Wavelet Volume - Resolution: 1920 x 1080Pop OS 20.04Pop OS 21.108001600240032004000Min: 3507.13 / Avg: 3513.25 / Max: 3519.31Min: 4681.1 / Avg: 4747.99 / Max: 4879.28

OpenBenchmarking.orgFrames / Sec, More Is BetterParaView 5.4.1Test: Wavelet Volume - Resolution: 1920 x 1080Pop OS 20.04Pop OS 21.1060120180240300SE +/- 0.22, N = 3SE +/- 4.10, N = 3219.58296.75
OpenBenchmarking.orgFrames / Sec, More Is BetterParaView 5.4.1Test: Wavelet Volume - Resolution: 1920 x 1080Pop OS 20.04Pop OS 21.1050100150200250Min: 219.2 / Avg: 219.58 / Max: 219.96Min: 292.57 / Avg: 296.75 / Max: 304.95

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: 3840 x 2160Pop OS 20.04Pop OS 21.10700140021002800350026813473

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 20.04Pop OS 21.10714212835SE +/- 0.04, N = 3SE +/- 0.05, N = 329.1522.521. Pop OS 20.04: rsvg-convert version 2.48.72. Pop OS 21.10: rsvg-convert version 2.50.7
OpenBenchmarking.orgSeconds, Fewer Is BetterlibrsvgOperation: SVG Files To PNGPop OS 20.04Pop OS 21.10612182430Min: 29.08 / Avg: 29.15 / Max: 29.2Min: 22.45 / Avg: 22.52 / Max: 22.621. Pop OS 20.04: rsvg-convert version 2.48.72. Pop OS 21.10: rsvg-convert version 2.50.7

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 21.102K4K6K8K10K857511036

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 20.04Pop OS 21.102M4M6M8M10MSE +/- 81902.34, N = 4SE +/- 22630.90, N = 47815320.969982914.28
OpenBenchmarking.orgUnits Per Second, More Is BetterJava 2D Microbenchmark 1.0Rendering Test: All Rendering TestsPop OS 20.04Pop OS 21.102M4M6M8M10MMin: 7570006.39 / Avg: 7815320.96 / Max: 7906626.73Min: 9950982.81 / Avg: 9982914.28 / Max: 10047581.72

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 21.10306090120150SE +/- 0.34, N = 3SE +/- 0.61, N = 3115.0093.92-ldl -lpthread1. (CC) gcc options: -O2 -lz -lm
OpenBenchmarking.orgSeconds, Fewer Is BetterSQLite 3.30.1Threads / Copies: 8Pop OS 20.04Pop OS 21.1020406080100Min: 114.39 / Avg: 115 / Max: 115.55Min: 92.72 / Avg: 93.92 / Max: 94.661. (CC) gcc options: -O2 -lz -lm

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 21.101326395265SE +/- 0.21, N = 3SE +/- 0.09, N = 358.1947.941. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma
OpenBenchmarking.orgFrames Per Second, More Is Betterx265 3.4Video Input: Bosphorus 1080pPop OS 20.04Pop OS 21.101224364860Min: 57.92 / Avg: 58.19 / Max: 58.61Min: 47.76 / Avg: 47.94 / Max: 48.081. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

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 20.04Pop OS 21.100.11440.22880.34320.45760.572SE +/- 0.006670, N = 4SE +/- 0.004270, N = 50.5085440.429524-lpthread - MIN: 0.46MIN: 0.41. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -ldl
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Matrix Multiply Batch Shapes Transformer - Data Type: f32 - Engine: CPUPop OS 20.04Pop OS 21.10246810Min: 0.49 / Avg: 0.51 / Max: 0.52Min: 0.41 / Avg: 0.43 / Max: 0.441. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -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 21.1070140210280350SE +/- 2.60, N = 3SE +/- 0.55, N = 3326.72276.411. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.1Tuning: Visual Quality Optimized - Input: Bosphorus 1080pPop OS 20.04Pop OS 21.1060120180240300Min: 323.45 / Avg: 326.72 / Max: 331.86Min: 275.48 / Avg: 276.41 / Max: 277.391. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

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 21.10510152025SE +/- 0.02, N = 3SE +/- 0.02, N = 321.2718.02
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Apache Compilation 2.4.41Time To CompilePop OS 20.04Pop OS 21.10510152025Min: 21.23 / Avg: 21.27 / Max: 21.31Min: 17.98 / Avg: 18.02 / Max: 18.05

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 21.1090180270360450SE +/- 0.35, N = 3SE +/- 2.42, N = 3335.62394.75MIN: 192 / MAX: 628MIN: 201 / MAX: 687
OpenBenchmarking.orgFrames Per Second, More Is BetterXonotic 0.8.2Resolution: 3840 x 2160 - Effects Quality: UltraPop OS 20.04Pop OS 21.1070140210280350Min: 334.93 / Avg: 335.62 / Max: 336.06Min: 389.92 / Avg: 394.75 / Max: 397.37

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 21.10112233445548.6141.44

ParaView

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

OpenBenchmarking.orgFrames / Sec, More Is BetterParaView 5.4.1Test: Wavelet Contour - Resolution: 3840 x 2160Pop OS 20.04Pop OS 21.104080120160200SE +/- 0.20, N = 3SE +/- 0.72, N = 3164.19192.56
OpenBenchmarking.orgFrames / Sec, More Is BetterParaView 5.4.1Test: Wavelet Contour - Resolution: 3840 x 2160Pop OS 20.04Pop OS 21.104080120160200Min: 163.8 / Avg: 164.19 / Max: 164.45Min: 191.13 / Avg: 192.56 / Max: 193.36

OpenBenchmarking.orgMiPolys / Sec, More Is BetterParaView 5.4.1Test: Wavelet Contour - Resolution: 3840 x 2160Pop OS 20.04Pop OS 21.10400800120016002000SE +/- 2.06, N = 3SE +/- 7.49, N = 31711.072006.72
OpenBenchmarking.orgMiPolys / Sec, More Is BetterParaView 5.4.1Test: Wavelet Contour - Resolution: 3840 x 2160Pop OS 20.04Pop OS 21.1030060090012001500Min: 1707.03 / Avg: 1711.07 / Max: 1713.79Min: 1991.78 / Avg: 2006.72 / Max: 2015.06

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 21.10100200300400500SE +/- 3.24, N = 3SE +/- 3.07, N = 3383.47449.70MIN: 235 / MAX: 737MIN: 249 / MAX: 797
OpenBenchmarking.orgFrames Per Second, More Is BetterXonotic 0.8.2Resolution: 3840 x 2160 - Effects Quality: HighPop OS 20.04Pop OS 21.1080160240320400Min: 379.5 / Avg: 383.47 / Max: 389.89Min: 444.04 / Avg: 449.7 / Max: 454.59

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 20.04Pop OS 21.100.38480.76961.15441.53921.9241.711.46

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 20.04Pop OS 21.1080160240320400SE +/- 1.73, N = 3SE +/- 2.84, N = 3311.58361.02
OpenBenchmarking.orgFrames Per Second, More Is BetterTesseract 2014-05-12Resolution: 3840 x 2160Pop OS 20.04Pop OS 21.1060120180240300Min: 308.87 / Avg: 311.58 / Max: 314.8Min: 355.37 / Avg: 361.02 / Max: 364.41

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 20.04Pop OS 21.10510152025SE +/- 0.06, N = 3SE +/- 0.02, N = 319.7417.09
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed FFmpeg Compilation 4.2.2Time To CompilePop OS 20.04Pop OS 21.10510152025Min: 19.63 / Avg: 19.74 / Max: 19.8Min: 17.07 / Avg: 17.09 / Max: 17.14

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 20.04Pop OS 21.103691215SE +/- 0.00, N = 3SE +/- 0.03, N = 312.811.1
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: python_startupPop OS 20.04Pop OS 21.1048121620Min: 12.8 / Avg: 12.8 / Max: 12.8Min: 11.1 / Avg: 11.13 / Max: 11.2

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 21.107K14K21K28K35KSE +/- 280.19, N = 11SE +/- 46.40, N = 331423.527294.1
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet FloatPop OS 20.04Pop OS 21.105K10K15K20K25KMin: 29223.1 / Avg: 31423.45 / Max: 32523.1Min: 27237.7 / Avg: 27294.07 / Max: 27386.1

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: Wavelet BlurPop OS 20.04Pop OS 21.101428425670SE +/- 0.24, N = 3SE +/- 0.26, N = 364.7356.39
OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: Wavelet BlurPop OS 20.04Pop OS 21.101326395265Min: 64.48 / Avg: 64.73 / Max: 65.2Min: 55.99 / Avg: 56.39 / Max: 56.88

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 21.1090180270360450SE +/- 2.19, N = 3SE +/- 0.81, N = 3394.07345.161. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.1Tuning: PSNR/SSIM Optimized - Input: Bosphorus 1080pPop OS 20.04Pop OS 21.1070140210280350Min: 391.39 / Avg: 394.07 / Max: 398.41Min: 343.84 / Avg: 345.16 / Max: 346.621. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

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 QuantPop OS 20.04Pop OS 21.107K14K21K28K35KSE +/- 353.76, N = 3SE +/- 291.77, N = 333371.229230.3
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet QuantPop OS 20.04Pop OS 21.106K12K18K24K30KMin: 32701.8 / Avg: 33371.23 / Max: 33904.3Min: 28824.4 / Avg: 29230.27 / Max: 29796.3

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception V4Pop OS 20.04Pop OS 21.10150K300K450K600K750KSE +/- 12287.55, N = 3SE +/- 5430.89, N = 15712026628358
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception V4Pop OS 20.04Pop OS 21.10120K240K360K480K600KMin: 692627 / Avg: 712025.67 / Max: 734791Min: 594059 / Avg: 628358.27 / Max: 659310

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: blazefacePop OS 20.04Pop OS 21.100.28130.56260.84391.12521.4065SE +/- 0.04, N = 3SE +/- 0.03, N = 31.251.11MIN: 1.1 / MAX: 15.98MIN: 0.97 / MAX: 7.091. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: blazefacePop OS 20.04Pop OS 21.10246810Min: 1.2 / Avg: 1.25 / Max: 1.33Min: 1.07 / Avg: 1.11 / Max: 1.171. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

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 21.1070140210280350SE +/- 1.88, N = 3SE +/- 1.34, N = 3268.31301.72MIN: 52 / MAX: 532MIN: 41 / MAX: 574
OpenBenchmarking.orgFrames Per Second, More Is BetterXonotic 0.8.2Resolution: 3840 x 2160 - Effects Quality: UltimatePop OS 20.04Pop OS 21.1050100150200250Min: 264.7 / Avg: 268.31 / Max: 271.05Min: 299.34 / Avg: 301.72 / Max: 303.97

Mlpack Benchmark

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

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_icaPop OS 20.04Pop OS 21.101224364860SE +/- 0.46, N = 3SE +/- 0.29, N = 351.9246.39
OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_icaPop OS 20.04Pop OS 21.101020304050Min: 51.45 / Avg: 51.92 / Max: 52.84Min: 45.86 / Avg: 46.39 / Max: 46.84

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 20.04Pop OS 21.10918273645SE +/- 0.03, N = 3SE +/- 0.04, N = 341.0836.90
OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: AntialiasPop OS 20.04Pop OS 21.10918273645Min: 41.03 / Avg: 41.08 / Max: 41.1Min: 36.86 / Avg: 36.9 / Max: 36.97

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: Color EnhancePop OS 20.04Pop OS 21.101326395265SE +/- 0.10, N = 3SE +/- 0.09, N = 358.1052.35
OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: Color EnhancePop OS 20.04Pop OS 21.101122334455Min: 57.97 / Avg: 58.1 / Max: 58.29Min: 52.17 / Avg: 52.35 / Max: 52.49

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 20.04Pop OS 21.10120240360480600SE +/- 1.68, N = 3SE +/- 3.42, N = 3506.69560.30MIN: 316 / MAX: 1048MIN: 344 / MAX: 1174
OpenBenchmarking.orgFrames Per Second, More Is BetterXonotic 0.8.2Resolution: 3840 x 2160 - Effects Quality: LowPop OS 20.04Pop OS 21.10100200300400500Min: 503.41 / Avg: 506.69 / Max: 509.01Min: 553.61 / Avg: 560.3 / Max: 564.92

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 20.04Pop OS 21.10816243240SE +/- 0.04, N = 3SE +/- 0.01, N = 332.9729.88
OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: Tile GlassPop OS 20.04Pop OS 21.10714212835Min: 32.9 / Avg: 32.97 / Max: 33.02Min: 29.87 / Avg: 29.88 / Max: 29.9

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: ReflectPop OS 20.04Pop OS 21.10714212835SE +/- 0.08, N = 3SE +/- 0.02, N = 331.5928.83
OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: ReflectPop OS 20.04Pop OS 21.10714212835Min: 31.51 / Avg: 31.59 / Max: 31.75Min: 28.79 / Avg: 28.83 / Max: 28.86

TensorFlow Lite

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

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception ResNet V2Pop OS 20.04Pop OS 21.10130K260K390K520K650KSE +/- 9183.49, N = 3SE +/- 4556.90, N = 3608725555849
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception ResNet V2Pop OS 20.04Pop OS 21.10110K220K330K440K550KMin: 596928 / Avg: 608725 / Max: 626815Min: 549127 / Avg: 555849.33 / Max: 564540

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 20.04Pop OS 21.10612182430SE +/- 0.07, N = 3SE +/- 0.06, N = 326.2523.971. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma
OpenBenchmarking.orgFrames Per Second, More Is Betterx265 3.4Video Input: Bosphorus 4KPop OS 20.04Pop OS 21.10612182430Min: 26.11 / Avg: 26.25 / Max: 26.33Min: 23.88 / Avg: 23.97 / Max: 24.091. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

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 20.04Pop OS 21.104812162016.2714.93

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 21.101122334455SE +/- 0.04, N = 3SE +/- 0.07, N = 350.5146.541. RawTherapee, version 5.8, command line.
OpenBenchmarking.orgSeconds, Fewer Is BetterRawTherapeeTotal Benchmark TimePop OS 20.04Pop OS 21.101020304050Min: 50.43 / Avg: 50.51 / Max: 50.56Min: 46.4 / Avg: 46.54 / Max: 46.621. RawTherapee, version 5.8, command line.

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 20.04Pop OS 21.101122334455SE +/- 0.23, N = 3SE +/- 0.03, N = 347.543.8
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: django_templatePop OS 20.04Pop OS 21.101020304050Min: 47.1 / Avg: 47.53 / Max: 47.9Min: 43.7 / Avg: 43.77 / Max: 43.8

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 21.103691215SE +/- 0.026, N = 3SE +/- 0.021, N = 310.6139.860
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed MPlayer Compilation 1.4Time To CompilePop OS 20.04Pop OS 21.103691215Min: 10.56 / Avg: 10.61 / Max: 10.65Min: 9.82 / Avg: 9.86 / Max: 9.88

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: nbodyPop OS 20.04Pop OS 21.10306090120150SE +/- 0.33, N = 3SE +/- 0.58, N = 3108116
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: nbodyPop OS 20.04Pop OS 21.1020406080100Min: 107 / Avg: 107.67 / Max: 108Min: 115 / Avg: 116 / Max: 117

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 20.04Pop OS 21.10714212835SE +/- 0.03, N = 3SE +/- 0.04, N = 327.0128.95
OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 1.2.0Scene: MemorialPop OS 20.04Pop OS 21.10612182430Min: 26.97 / Avg: 27.01 / Max: 27.07Min: 28.88 / Avg: 28.95 / Max: 29.01

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 20.04Pop OS 21.10246810SE +/- 0.043, N = 3SE +/- 0.011, N = 38.8438.263
OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: CropPop OS 20.04Pop OS 21.103691215Min: 8.8 / Avg: 8.84 / Max: 8.93Min: 8.25 / Avg: 8.26 / Max: 8.29

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: DefaultPop OS 20.04Pop OS 21.100.33320.66640.99961.33281.666SE +/- 0.002, N = 3SE +/- 0.003, N = 31.4811.384-pthread1. (CC) gcc options: -fvisibility=hidden -O2 -lm -ljpeg -lpng16 -ltiff
OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: DefaultPop OS 20.04Pop OS 21.10246810Min: 1.48 / Avg: 1.48 / Max: 1.48Min: 1.38 / Avg: 1.38 / Max: 1.391. (CC) gcc options: -fvisibility=hidden -O2 -lm -ljpeg -lpng16 -ltiff

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 20.04Pop OS 21.101530456075SE +/- 0.08, N = 3SE +/- 0.16, N = 364.2768.64-ldl -lpthread1. (CC) gcc options: -O2 -lz
OpenBenchmarking.orgSeconds, Fewer Is BetterSQLite Speedtest 3.30Timed Time - Size 1,000Pop OS 20.04Pop OS 21.101326395265Min: 64.12 / Avg: 64.27 / Max: 64.41Min: 68.44 / Avg: 68.64 / Max: 68.971. (CC) gcc options: -O2 -lz

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: alexnetPop OS 20.04Pop OS 21.103691215SE +/- 0.39, N = 3SE +/- 0.14, N = 312.1711.40MIN: 11.18 / MAX: 28.74MIN: 10.75 / MAX: 15.591. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: alexnetPop OS 20.04Pop OS 21.1048121620Min: 11.57 / Avg: 12.17 / Max: 12.91Min: 11.14 / Avg: 11.4 / Max: 11.61. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

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 21.10816243240SE +/- 0.05, N = 3SE +/- 0.06, N = 335.4533.23
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed PHP Compilation 7.4.2Time To CompilePop OS 20.04Pop OS 21.10816243240Min: 35.37 / Avg: 35.45 / Max: 35.54Min: 33.11 / Avg: 33.23 / Max: 33.32

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 21.1060120180240300SE +/- 3.22, N = 3SE +/- 0.91, N = 3241.5257.6
OpenBenchmarking.orgFrames Per Second, More Is BetterET: Legacy 2.75Renderer: Renderer2 - Resolution: 3840 x 2160Pop OS 20.04Pop OS 21.1050100150200250Min: 235.2 / Avg: 241.53 / Max: 245.7Min: 255.8 / Avg: 257.57 / Max: 258.8

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 20.04Pop OS 21.1020406080100SE +/- 0.33, N = 3SE +/- 0.16, N = 394.5288.83
OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: CartoonPop OS 20.04Pop OS 21.1020406080100Min: 93.88 / Avg: 94.52 / Max: 94.93Min: 88.52 / Avg: 88.83 / Max: 89.04

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 20.04Pop OS 21.1030K60K90K120K150KSE +/- 128.26, N = 3SE +/- 199.97, N = 31481131395361. (CXX) g++ options: -fPIC -O3 -rdynamic -lglog -lgflags -lprotobuf -lpthread -lsz -lz -ldl -lm -llmdb -lopenblas
OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2020-02-13Model: GoogleNet - Acceleration: CPU - Iterations: 100Pop OS 20.04Pop OS 21.1030K60K90K120K150KMin: 147901 / Avg: 148112.67 / Max: 148344Min: 139303 / Avg: 139536 / Max: 1399341. (CXX) g++ options: -fPIC -O3 -rdynamic -lglog -lgflags -lprotobuf -lpthread -lsz -lz -ldl -lm -llmdb -lopenblas

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: SqueezeNetPop OS 20.04Pop OS 21.1011K22K33K44K55KSE +/- 188.76, N = 3SE +/- 63.21, N = 350791.347937.6
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: SqueezeNetPop OS 20.04Pop OS 21.109K18K27K36K45KMin: 50458 / Avg: 50791.33 / Max: 51111.5Min: 47817.9 / Avg: 47937.57 / Max: 48032.7

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 21.101632486480SE +/- 0.79, N = 6SE +/- 0.00, N = 367.4671.43MIN: 62.5 / MAX: 76.92MIN: 62.5 / MAX: 76.92
OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: San Miguel - Renderer: SciVisPop OS 20.04Pop OS 21.101428425670Min: 66.67 / Avg: 67.46 / Max: 71.43Min: 71.43 / Avg: 71.43 / Max: 71.43

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 20.04Pop OS 21.101122334455SE +/- 0.31, N = 3SE +/- 0.24, N = 346.7444.18
OpenBenchmarking.orgSeconds, Fewer Is BetterHuginPanorama Photo Assistant + Stitching TimePop OS 20.04Pop OS 21.101020304050Min: 46.16 / Avg: 46.74 / Max: 47.24Min: 43.75 / Avg: 44.18 / Max: 44.59

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 20.04Pop OS 21.1017K34K51K68K85KSE +/- 174.12, N = 3SE +/- 335.38, N = 377536.773463.6
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: NASNet MobilePop OS 20.04Pop OS 21.1013K26K39K52K65KMin: 77215.6 / Avg: 77536.67 / Max: 77814Min: 72848.5 / Avg: 73463.63 / Max: 74002.8

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 20.04Pop OS 21.100.47880.95761.43641.91522.394SE +/- 0.02500, N = 6SE +/- 0.02650, N = 32.127892.01651-lpthread - MIN: 1.95MIN: 1.921. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -ldl
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Convolution Batch Shapes Auto - Data Type: f32 - Engine: CPUPop OS 20.04Pop OS 21.10246810Min: 2.06 / Avg: 2.13 / Max: 2.21Min: 1.97 / Avg: 2.02 / Max: 2.061. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -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 20.04Pop OS 21.10246810SE +/- 0.015, N = 5SE +/- 0.014, N = 57.9717.5571. (CXX) g++ options: -O2 -fvisibility=hidden -logg -lm
OpenBenchmarking.orgSeconds, Fewer Is BetterFLAC Audio Encoding 1.3.2WAV To FLACPop OS 20.04Pop OS 21.103691215Min: 7.95 / Avg: 7.97 / Max: 8.03Min: 7.53 / Avg: 7.56 / Max: 7.611. (CXX) g++ options: -O2 -fvisibility=hidden -logg -lm

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 20.04Pop OS 21.10918273645SE +/- 0.01, N = 3SE +/- 0.03, N = 339.9237.88
OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: Rotate 90 DegreesPop OS 20.04Pop OS 21.10816243240Min: 39.91 / Avg: 39.92 / Max: 39.93Min: 37.82 / Avg: 37.88 / Max: 37.94

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 20.04Pop OS 21.10100200300400500SE +/- 2.40, N = 3SE +/- 0.33, N = 3441419
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pickle_pure_pythonPop OS 20.04Pop OS 21.1080160240320400Min: 436 / Avg: 440.67 / Max: 444Min: 419 / Avg: 419.33 / Max: 420

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: raytracePop OS 20.04Pop OS 21.10100200300400500SE +/- 1.53, N = 3439462
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: raytracePop OS 20.04Pop OS 21.1080160240320400Min: 460 / Avg: 462 / Max: 465

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 21.101020304050SE +/- 0.46, N = 3SE +/- 0.02, N = 341.8339.831. (CXX) g++ options: -O2 -fopenmp -ljpeg -lz -lm
OpenBenchmarking.orgMpix/sec, More Is BetterLibRaw 0.20Post-Processing BenchmarkPop OS 20.04Pop OS 21.10918273645Min: 40.93 / Avg: 41.83 / Max: 42.45Min: 39.8 / Avg: 39.83 / Max: 39.851. (CXX) g++ options: -O2 -fopenmp -ljpeg -lz -lm

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: Sparse Matrix MultiplyPop OS 20.04Pop OS 21.1030060090012001500SE +/- 3.63, N = 3SE +/- 2.98, N = 31221.291281.051. (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 20.04Pop OS 21.102004006008001000Min: 1217 / Avg: 1221.29 / Max: 1228.52Min: 1276.95 / Avg: 1281.05 / Max: 1286.851. (CC) gcc options: -lm -ldl -O2 -fomit-frame-pointer -U_FORTIFY_SOURCE -fno-stack-protector

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 20.04Pop OS 21.102M4M6M8M10MSE +/- 24423.75, N = 4SE +/- 19150.26, N = 47844283.988211247.29
OpenBenchmarking.orgUnits Per Second, More Is BetterJava 2D Microbenchmark 1.0Rendering Test: Vector Graphics RenderingPop OS 20.04Pop OS 21.101.4M2.8M4.2M5.6M7MMin: 7814701.18 / Avg: 7844283.98 / Max: 7917095.1Min: 8162567.76 / Avg: 8211247.29 / Max: 8253820.14

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 20.04Pop OS 21.101020304050SE +/- 0.00, N = 12SE +/- 0.00, N = 343.4845.45MIN: 41.67 / MAX: 45.45MIN: 43.48
OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: Magnetic Reconnection - Renderer: SciVisPop OS 20.04Pop OS 21.10918273645Min: 43.48 / Avg: 43.48 / Max: 43.48Min: 45.45 / Avg: 45.45 / Max: 45.45

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: Dense LU Matrix FactorizationPop OS 20.04Pop OS 21.108001600240032004000SE +/- 18.22, N = 3SE +/- 0.89, N = 33668.793829.681. (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 20.04Pop OS 21.107001400210028003500Min: 3648.96 / Avg: 3668.79 / Max: 3705.18Min: 3827.9 / Avg: 3829.68 / Max: 3830.751. (CC) gcc options: -lm -ldl -O2 -fomit-frame-pointer -U_FORTIFY_SOURCE -fno-stack-protector

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 20.04Pop OS 21.1012K24K36K48K60KSE +/- 240.27, N = 3SE +/- 226.52, N = 355465532261. (CXX) g++ options: -fPIC -O3 -rdynamic -lglog -lgflags -lprotobuf -lpthread -lsz -lz -ldl -lm -llmdb -lopenblas
OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2020-02-13Model: AlexNet - Acceleration: CPU - Iterations: 100Pop OS 20.04Pop OS 21.1010K20K30K40K50KMin: 54994 / Avg: 55465 / Max: 55783Min: 52774 / Avg: 53225.67 / Max: 534821. (CXX) g++ options: -fPIC -O3 -rdynamic -lglog -lgflags -lprotobuf -lpthread -lsz -lz -ldl -lm -llmdb -lopenblas

ParaView

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

OpenBenchmarking.orgFrames / Sec, More Is BetterParaView 5.4.1Test: Wavelet Contour - Resolution: 1920 x 1080Pop OS 20.04Pop OS 21.1070140210280350SE +/- 3.30, N = 7SE +/- 1.52, N = 3301.88313.39
OpenBenchmarking.orgFrames / Sec, More Is BetterParaView 5.4.1Test: Wavelet Contour - Resolution: 1920 x 1080Pop OS 20.04Pop OS 21.1060120180240300Min: 293.08 / Avg: 301.88 / Max: 314.66Min: 311.38 / Avg: 313.39 / Max: 316.37

OpenBenchmarking.orgMiPolys / Sec, More Is BetterParaView 5.4.1Test: Wavelet Contour - Resolution: 1920 x 1080Pop OS 20.04Pop OS 21.107001400210028003500SE +/- 34.36, N = 7SE +/- 15.83, N = 33145.943265.86
OpenBenchmarking.orgMiPolys / Sec, More Is BetterParaView 5.4.1Test: Wavelet Contour - Resolution: 1920 x 1080Pop OS 20.04Pop OS 21.106001200180024003000Min: 3054.28 / Avg: 3145.94 / Max: 3279.13Min: 3244.98 / Avg: 3265.86 / Max: 3296.91

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 20.04Pop OS 21.10816243240SE +/- 0.24, N = 3SE +/- 0.28, N = 336.3034.98MIN: 35.04 / MAX: 56.23MIN: 34 / MAX: 39.241. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: yolov4-tinyPop OS 20.04Pop OS 21.10816243240Min: 36.06 / Avg: 36.3 / Max: 36.78Min: 34.52 / Avg: 34.98 / Max: 35.481. (CXX) g++ options: -O3 -rdynamic -lgomp -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 20.04Pop OS 21.1070140210280350SE +/- 0.24, N = 3SE +/- 0.50, N = 3311.30300.55
OpenBenchmarking.orgmrays/s, More Is Betterrays1bench 2020-01-09Large ScenePop OS 20.04Pop OS 21.1060120180240300Min: 311.05 / Avg: 311.3 / Max: 311.77Min: 299.75 / Avg: 300.55 / Max: 301.47

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 21.1010M20M30M40M50MSE +/- 368061.43, N = 12SE +/- 42871.10, N = 343076608.744596663.4
OpenBenchmarking.orgLPS, More Is BetterBYTE Unix Benchmark 3.6Computational Test: Dhrystone 2Pop OS 20.04Pop OS 21.108M16M24M32M40MMin: 40445574.8 / Avg: 43076608.69 / Max: 44755817.3Min: 44514473.2 / Avg: 44596663.43 / Max: 44658909.6

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 21.1030K60K90K120K150KSE +/- 641.63, N = 3SE +/- 222.68, N = 3129515.00134076.981. (F9X) gfortran options: -O3 -fomit-frame-pointer -fopenmp
OpenBenchmarking.orgMFLOPS, More Is BetterFFTE 7.0N=256, 3D Complex FFT RoutinePop OS 20.04Pop OS 21.1020K40K60K80K100KMin: 128287.37 / Avg: 129515 / Max: 130452.47Min: 133636.59 / Avg: 134076.98 / Max: 134354.671. (F9X) gfortran options: -O3 -fomit-frame-pointer -fopenmp

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 20.04Pop OS 21.100.28450.5690.85351.1381.4225SE +/- 0.01741, N = 4SE +/- 0.00572, N = 31.264411.22143-lpthread - MIN: 1.17MIN: 1.171. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -ldl
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: IP Batch 1D - Data Type: f32 - Engine: CPUPop OS 20.04Pop OS 21.10246810Min: 1.24 / Avg: 1.26 / Max: 1.32Min: 1.21 / Avg: 1.22 / Max: 1.231. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Deconvolution Batch deconv_3d - Data Type: f32 - Engine: CPUPop OS 20.04Pop OS 21.100.46610.93221.39831.86442.3305SE +/- 0.01201, N = 3SE +/- 0.00132, N = 32.071532.00195-lpthread - MIN: 1.93MIN: 1.941. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -ldl
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Deconvolution Batch deconv_3d - Data Type: f32 - Engine: CPUPop OS 20.04Pop OS 21.10246810Min: 2.05 / Avg: 2.07 / Max: 2.09Min: 2 / Avg: 2 / Max: 21. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -ldl

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 21.102004006008001000SE +/- 2.40, N = 3SE +/- 1.53, N = 3941973
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyBench 2018-02-16Total For Average Test TimesPop OS 20.04Pop OS 21.102004006008001000Min: 938 / Avg: 941.33 / Max: 946Min: 971 / Avg: 973 / Max: 976

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 20.04Pop OS 21.100.5151.031.5452.062.575SE +/- 0.007, N = 3SE +/- 0.008, N = 32.2892.214-pthread1. (CC) gcc options: -fvisibility=hidden -O2 -lm -ljpeg -lpng16 -ltiff
OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100Pop OS 20.04Pop OS 21.10246810Min: 2.28 / Avg: 2.29 / Max: 2.3Min: 2.2 / Avg: 2.21 / Max: 2.231. (CC) gcc options: -fvisibility=hidden -O2 -lm -ljpeg -lpng16 -ltiff

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 21.1071421283528.5529.50

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 20.04Pop OS 21.10246810SE +/- 0.02, N = 3SE +/- 0.00, N = 37.327.09MIN: 7.04 / MAX: 7.52MIN: 6.94 / MAX: 7.3
OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: XFrog Forest - Renderer: Path TracerPop OS 20.04Pop OS 21.103691215Min: 7.3 / Avg: 7.32 / Max: 7.35Min: 7.09 / Avg: 7.09 / Max: 7.09

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 20.04Pop OS 21.101122334455SE +/- 0.10, N = 3SE +/- 0.17, N = 348.3746.881. Pop OS 20.04: git version 2.25.12. Pop OS 21.10: git version 2.32.0
OpenBenchmarking.orgSeconds, Fewer Is BetterGitTime To Complete Common Git CommandsPop OS 20.04Pop OS 21.101020304050Min: 48.19 / Avg: 48.37 / Max: 48.54Min: 46.63 / Avg: 46.88 / Max: 47.21. Pop OS 20.04: git version 2.25.12. Pop OS 21.10: git version 2.32.0

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.orgMB/s, More Is BetterLevelDB 1.22Benchmark: OverwritePop OS 20.04Pop OS 21.10510152025SE +/- 0.00, N = 3SE +/- 0.03, N = 322.822.1-lpthread1. (CXX) g++ options: -O3 -lsnappy
OpenBenchmarking.orgMB/s, More Is BetterLevelDB 1.22Benchmark: OverwritePop OS 20.04Pop OS 21.10510152025Min: 22.8 / Avg: 22.8 / Max: 22.8Min: 22.1 / Avg: 22.13 / Max: 22.21. (CXX) g++ options: -O3 -lsnappy

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 20.04Pop OS 21.10500K1000K1500K2000K2500KSE +/- 15042.16, N = 3SE +/- 8523.72, N = 32256436.982324940.081. (CC) gcc options: -O2 -lrt" -lrt
OpenBenchmarking.orgIterations/Sec, More Is BetterCoremark 1.0CoreMark Size 666 - Iterations Per SecondPop OS 20.04Pop OS 21.10400K800K1200K1600K2000KMin: 2227442.79 / Avg: 2256436.98 / Max: 2277884.06Min: 2308281.86 / Avg: 2324940.08 / Max: 2336405.951. (CC) gcc options: -O2 -lrt" -lrt

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.orgMB/s, More Is BetterLevelDB 1.22Benchmark: Sequential FillPop OS 20.04Pop OS 21.10612182430SE +/- 0.27, N = 3SE +/- 0.27, N = 323.923.2-lpthread1. (CXX) g++ options: -O3 -lsnappy
OpenBenchmarking.orgMB/s, More Is BetterLevelDB 1.22Benchmark: Sequential FillPop OS 20.04Pop OS 21.10612182430Min: 23.4 / Avg: 23.93 / Max: 24.2Min: 22.7 / Avg: 23.23 / Max: 23.51. (CXX) g++ options: -O3 -lsnappy

OpenBenchmarking.orgMicroseconds Per Op, Fewer Is BetterLevelDB 1.22Benchmark: Sequential FillPop OS 20.04Pop OS 21.10130260390520650SE +/- 6.42, N = 3SE +/- 7.56, N = 3591.61608.92-lpthread1. (CXX) g++ options: -O3 -lsnappy
OpenBenchmarking.orgMicroseconds Per Op, Fewer Is BetterLevelDB 1.22Benchmark: Sequential FillPop OS 20.04Pop OS 21.10110220330440550Min: 584.96 / Avg: 591.61 / Max: 604.44Min: 601.13 / Avg: 608.92 / Max: 624.031. (CXX) g++ options: -O3 -lsnappy

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 20.04Pop OS 21.1030060090012001500SE +/- 2.00, N = 3SE +/- 1.93, N = 31541.471585.601. (CC) gcc options: -lm -ldl -O2 -fomit-frame-pointer -U_FORTIFY_SOURCE -fno-stack-protector
OpenBenchmarking.orgMflops, More Is BetterLuaJIT 2.1-gitTest: CompositePop OS 20.04Pop OS 21.1030060090012001500Min: 1537.58 / Avg: 1541.47 / Max: 1544.22Min: 1582.36 / Avg: 1585.6 / Max: 1589.031. (CC) gcc options: -lm -ldl -O2 -fomit-frame-pointer -U_FORTIFY_SOURCE -fno-stack-protector

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: OverwritePop OS 20.04Pop OS 21.10140280420560700SE +/- 0.23, N = 3SE +/- 0.75, N = 3621.25638.82-lpthread1. (CXX) g++ options: -O3 -lsnappy
OpenBenchmarking.orgMicroseconds Per Op, Fewer Is BetterLevelDB 1.22Benchmark: OverwritePop OS 20.04Pop OS 21.10110220330440550Min: 620.91 / Avg: 621.25 / Max: 621.7Min: 637.4 / Avg: 638.82 / Max: 639.951. (CXX) g++ options: -O3 -lsnappy

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: floatPop OS 20.04Pop OS 21.1020406080100SE +/- 0.33, N = 3SE +/- 0.00, N = 3108111
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: floatPop OS 20.04Pop OS 21.1020406080100Min: 108 / Avg: 108.33 / Max: 109Min: 111 / Avg: 111 / Max: 111

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 20.04Pop OS 21.1048121620SE +/- 0.06, N = 3SE +/- 0.06, N = 313.7613.39MIN: 13.51 / MAX: 14.08MIN: 13.16 / MAX: 13.7
OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: XFrog Forest - Renderer: SciVisPop OS 20.04Pop OS 21.1048121620Min: 13.7 / Avg: 13.76 / Max: 13.89Min: 13.33 / Avg: 13.39 / Max: 13.51

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.orgMB/s, More Is BetterLevelDB 1.22Benchmark: Random FillPop OS 20.04Pop OS 21.10510152025SE +/- 0.03, N = 3SE +/- 0.07, N = 322.722.1-lpthread1. (CXX) g++ options: -O3 -lsnappy
OpenBenchmarking.orgMB/s, More Is BetterLevelDB 1.22Benchmark: Random FillPop OS 20.04Pop OS 21.10510152025Min: 22.6 / Avg: 22.67 / Max: 22.7Min: 22 / Avg: 22.13 / Max: 22.21. (CXX) g++ options: -O3 -lsnappy

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 21.1048121620SE +/- 0.06, N = 3SE +/- 0.05, N = 316.3016.71-pthread1. (CC) gcc options: -fvisibility=hidden -O2 -lm -ljpeg -lpng16 -ltiff
OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, LosslessPop OS 20.04Pop OS 21.1048121620Min: 16.21 / Avg: 16.3 / Max: 16.42Min: 16.61 / Avg: 16.71 / Max: 16.791. (CC) gcc options: -fvisibility=hidden -O2 -lm -ljpeg -lpng16 -ltiff

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 21.104080120160200SE +/- 0.31, N = 3SE +/- 0.21, N = 3165.04161.021. (CC) gcc options: -O3 -pthread -lhmmer -leasel -lm
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed HMMer Search 3.3.1Pfam Database SearchPop OS 20.04Pop OS 21.10306090120150Min: 164.54 / Avg: 165.04 / Max: 165.62Min: 160.73 / Avg: 161.02 / Max: 161.421. (CC) gcc options: -O3 -pthread -lhmmer -leasel -lm

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 20.04Pop OS 21.10140280420560700SE +/- 1.02, N = 3SE +/- 1.82, N = 3623.73639.13-lpthread1. (CXX) g++ options: -O3 -lsnappy
OpenBenchmarking.orgMicroseconds Per Op, Fewer Is BetterLevelDB 1.22Benchmark: Random FillPop OS 20.04Pop OS 21.10110220330440550Min: 622.31 / Avg: 623.73 / Max: 625.7Min: 636.25 / Avg: 639.13 / Max: 642.491. (CXX) g++ options: -O3 -lsnappy

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 21.10246810SE +/- 0.024, N = 3SE +/- 0.023, N = 37.3127.4851. (CC) gcc options: -O3 -ffast-math -funroll-loops -fschedule-insns2 -fbranch-count-reg -fforce-addr -pipe -lm
OpenBenchmarking.orgSeconds, Fewer Is BetterLAME MP3 Encoding 3.100WAV To MP3Pop OS 20.04Pop OS 21.103691215Min: 7.28 / Avg: 7.31 / Max: 7.36Min: 7.46 / Avg: 7.49 / Max: 7.531. (CC) gcc options: -O3 -ffast-math -funroll-loops -fschedule-insns2 -fbranch-count-reg -fforce-addr -pipe -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 20.04Pop OS 21.1010M20M30M40M50MSE +/- 167341.17, N = 3SE +/- 85152.10, N = 344881177459289101. (CXX) g++ options: -O3 -fopenmp
OpenBenchmarking.orgThroughput FoM, More Is BetterKripke 1.2.4Pop OS 20.04Pop OS 21.108M16M24M32M40MMin: 44563910 / Avg: 44881176.67 / Max: 45132090Min: 45759360 / Avg: 45928910 / Max: 460275501. (CXX) g++ options: -O3 -fopenmp

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 21.101.28252.5653.84755.136.4125SE +/- 0.01, N = 3SE +/- 0.01, N = 35.705.57MIN: 5.65 / MAX: 5.78MIN: 5.49 / MAX: 5.71
OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: San Miguel - Renderer: Path TracerPop OS 20.04Pop OS 21.10246810Min: 5.68 / Avg: 5.7 / Max: 5.71Min: 5.56 / Avg: 5.57 / Max: 5.59

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 21.1050100150200250SE +/- 1.79, N = 3SE +/- 1.91, N = 3208.29203.611. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.4.11080p 8-bit YUV To HEVC Video EncodePop OS 20.04Pop OS 21.104080120160200Min: 206.19 / Avg: 208.29 / Max: 211.86Min: 199.8 / Avg: 203.61 / Max: 205.691. (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: Recurrent Neural Network Inference - Data Type: f32 - Engine: CPUPop OS 20.04Pop OS 21.10306090120150SE +/- 0.34, N = 3SE +/- 0.69, N = 3115.07112.55-lpthread - MIN: 112.93MIN: 110.761. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -ldl
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Recurrent Neural Network Inference - Data Type: f32 - Engine: CPUPop OS 20.04Pop OS 21.1020406080100Min: 114.39 / Avg: 115.07 / Max: 115.45Min: 111.83 / Avg: 112.55 / Max: 113.941. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -ldl

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 21.1020406080100SE +/- 0.06, N = 3SE +/- 0.21, N = 381.783.51. (CC) gcc options: -O3 -pthread -lz -llzma
OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.5Compression Level: 19Pop OS 20.04Pop OS 21.101632486480Min: 81.6 / Avg: 81.7 / Max: 81.8Min: 83.2 / Avg: 83.5 / Max: 83.91. (CC) gcc options: -O3 -pthread -lz -llzma

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 21.1020406080100SE +/- 0.20, N = 3SE +/- 0.35, N = 3110.00107.69-lpthread1. (CXX) g++ options: -O3 -lsnappy
OpenBenchmarking.orgMicroseconds Per Op, Fewer Is BetterLevelDB 1.22Benchmark: Random ReadPop OS 20.04Pop OS 21.1020406080100Min: 109.61 / Avg: 110 / Max: 110.26Min: 107.12 / Avg: 107.69 / Max: 108.321. (CXX) g++ options: -O3 -lsnappy

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 20.04Pop OS 21.10246810SE +/- 0.019, N = 3SE +/- 0.064, N = 36.6046.745
OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: ScalePop OS 20.04Pop OS 21.103691215Min: 6.57 / Avg: 6.6 / Max: 6.64Min: 6.62 / Avg: 6.74 / Max: 6.83

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 21.10612182430SE +/- 0.21, N = 14SE +/- 0.07, N = 323.8524.35-pthread1. (CXX) g++ options: -O3 -lm
OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 24Aug2020Model: Rhodopsin ProteinPop OS 20.04Pop OS 21.10612182430Min: 23.11 / Avg: 23.85 / Max: 26.18Min: 24.24 / Avg: 24.35 / Max: 24.491. (CXX) g++ options: -O3 -lm

WebP Image Encode

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

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, Lossless, Highest CompressionPop OS 20.04Pop OS 21.10816243240SE +/- 0.22, N = 3SE +/- 0.11, N = 333.5034.21-pthread1. (CC) gcc options: -fvisibility=hidden -O2 -lm -ljpeg -lpng16 -ltiff
OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, Lossless, Highest CompressionPop OS 20.04Pop OS 21.10714212835Min: 33.17 / Avg: 33.5 / Max: 33.91Min: 33.99 / Avg: 34.2 / Max: 34.341. (CC) gcc options: -fvisibility=hidden -O2 -lm -ljpeg -lpng16 -ltiff

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 21.10816243240SE +/- 0.11, N = 3SE +/- 0.23, N = 332.4333.11
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: BMW27 - Compute: CPU-OnlyPop OS 20.04Pop OS 21.10714212835Min: 32.23 / Avg: 32.43 / Max: 32.61Min: 32.72 / Avg: 33.11 / Max: 33.52

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 20.04Pop OS 21.10510152025SE +/- 0.00, N = 12SE +/- 0.00, N = 320.4120.00MIN: 20 / MAX: 21.28MIN: 19.23 / MAX: 20.41
OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: NASA Streamlines - Renderer: Path TracerPop OS 20.04Pop OS 21.10510152025Min: 20.41 / Avg: 20.41 / Max: 20.41Min: 20 / Avg: 20 / Max: 20

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 21.10306090120150SE +/- 0.25, N = 4SE +/- 0.69, N = 4131.33128.851. Pop OS 20.04: ruby 2.7.0p0 (2019-12-25 revision 647ee6f091) [x86_64-linux-gnu]2. Pop OS 21.10: ruby 2.7.4p191 (2021-07-07 revision a21a3b7d23) [x86_64-linux-gnu]
OpenBenchmarking.orgFPS, More Is BetterOptcarrotOptimized BenchmarkPop OS 20.04Pop OS 21.1020406080100Min: 130.64 / Avg: 131.33 / Max: 131.84Min: 126.86 / Avg: 128.85 / Max: 129.991. Pop OS 20.04: ruby 2.7.0p0 (2019-12-25 revision 647ee6f091) [x86_64-linux-gnu]2. Pop OS 21.10: ruby 2.7.4p191 (2021-07-07 revision a21a3b7d23) [x86_64-linux-gnu]

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 21.10714212835SE +/- 0.03, N = 4SE +/- 0.05, N = 428.1228.651. (CC) gcc options: -O2 -std=c99
OpenBenchmarking.orgSeconds, Fewer Is BettereSpeak-NG Speech Engine 20200907Text-To-Speech SynthesisPop OS 20.04Pop OS 21.10612182430Min: 28.03 / Avg: 28.12 / Max: 28.16Min: 28.52 / Avg: 28.65 / Max: 28.761. (CC) gcc options: -O2 -std=c99

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 21.10306090120150133.24130.78

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 21.10246810SE +/- 0.015, N = 3SE +/- 0.011, N = 37.1387.267-pthread1. (CC) gcc options: -fvisibility=hidden -O2 -lm -ljpeg -lpng16 -ltiff
OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, Highest CompressionPop OS 20.04Pop OS 21.103691215Min: 7.11 / Avg: 7.14 / Max: 7.16Min: 7.25 / Avg: 7.27 / Max: 7.281. (CC) gcc options: -fvisibility=hidden -O2 -lm -ljpeg -lpng16 -ltiff

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 20.04Pop OS 21.1060120180240300SE +/- 0.59, N = 3SE +/- 0.28, N = 3252.18247.82MIN: 249.83 / MAX: 254.13MIN: 246.73 / MAX: 249.161. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl
OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: SqueezeNet v1.1Pop OS 20.04Pop OS 21.1050100150200250Min: 251.09 / Avg: 252.18 / Max: 253.09Min: 247.39 / Avg: 247.82 / Max: 248.341. (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: gas_dyn2Pop OS 20.04Pop OS 21.10102030405041.9742.69

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 20.04Pop OS 21.10612182430SE +/- 0.09, N = 3SE +/- 0.17, N = 324.9724.57
OpenBenchmarking.orgSeconds, Fewer Is BetterTesseract OCR 4.1.1Time To OCR 7 ImagesPop OS 20.04Pop OS 21.10612182430Min: 24.83 / Avg: 24.97 / Max: 25.14Min: 24.24 / Avg: 24.57 / Max: 24.76

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: squeezenetPop OS 20.04Pop OS 21.10612182430SE +/- 0.20, N = 3SE +/- 0.15, N = 325.2725.67MIN: 24.36 / MAX: 42.7MIN: 24.73 / MAX: 161.611. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: squeezenetPop OS 20.04Pop OS 21.10612182430Min: 24.88 / Avg: 25.27 / Max: 25.52Min: 25.46 / Avg: 25.67 / Max: 25.971. (CXX) g++ options: -O3 -rdynamic -lgomp -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 20.04Pop OS 21.10612182430SE +/- 0.30, N = 3SE +/- 0.24, N = 423.7823.41-lpthread - MIN: 22.66MIN: 22.551. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -ldl
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: IP Batch All - Data Type: f32 - Engine: CPUPop OS 20.04Pop OS 21.10612182430Min: 23.23 / Avg: 23.78 / Max: 24.25Min: 22.99 / Avg: 23.41 / Max: 24.091. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -ldl

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 20.04Pop OS 21.10306090120150150.80148.62

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 21.10306090120150SE +/- 0.27, N = 3SE +/- 0.20, N = 3131.12132.99
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: Barbershop - Compute: CPU-OnlyPop OS 20.04Pop OS 21.1020406080100Min: 130.67 / Avg: 131.12 / Max: 131.6Min: 132.61 / Avg: 132.99 / Max: 133.28

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 20.04Pop OS 21.1050100150200250SE +/- 0.88, N = 3SE +/- 0.33, N = 3223220-pthread-lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lz1. (F9X) gfortran options: -cpp -Jsource/ -ffree-line-length-0 -lm -std=legacy -O3 -O2 -lmpi_usempif08 -lmpi_mpifh -lmpi
OpenBenchmarking.orgSeconds, Fewer Is BetterMonte Carlo Simulations of Ionised Nebulae 2019-03-24Input: Dust 2D tau100.0Pop OS 20.04Pop OS 21.104080120160200Min: 221 / Avg: 222.67 / Max: 224Min: 220 / Avg: 220.33 / Max: 2211. (F9X) gfortran options: -cpp -Jsource/ -ffree-line-length-0 -lm -std=legacy -O3 -O2 -lmpi_usempif08 -lmpi_mpifh -lmpi

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 20.04Pop OS 21.10369121512.7212.89

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 20.04Pop OS 21.100.3490.6981.0471.3961.745SE +/- 0.01640, N = 8SE +/- 0.00795, N = 31.550971.53077-lpthread - MIN: 1.45MIN: 1.461. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -ldl
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Deconvolution Batch deconv_1d - Data Type: f32 - Engine: CPUPop OS 20.04Pop OS 21.10246810Min: 1.51 / Avg: 1.55 / Max: 1.63Min: 1.52 / Avg: 1.53 / Max: 1.541. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -ldl

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 21.1030060090012001500SE +/- 24.01, N = 3SE +/- 1.47, N = 31610.781589.87-pthread - MIN: 1389.69 / MAX: 1676.23MIN: 1415.55 / MAX: 1717.361. (CC) gcc options: -O2 -lm -lmpi
OpenBenchmarking.orgMB/s, More Is BetterIOR 3.2.1Read TestPop OS 20.04Pop OS 21.1030060090012001500Min: 1568.09 / Avg: 1610.78 / Max: 1651.15Min: 1587.19 / Avg: 1589.87 / Max: 1592.271. (CC) gcc options: -O2 -lm -lmpi

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 21.100.35780.71561.07341.43121.789SE +/- 0.01, N = 10SE +/- 0.02, N = 41.591.57
OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_linearridgeregressionPop OS 20.04Pop OS 21.10246810Min: 1.51 / Avg: 1.59 / Max: 1.65Min: 1.54 / Avg: 1.57 / Max: 1.62

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: shufflenet-v2Pop OS 20.04Pop OS 21.1048121620SE +/- 0.45, N = 3SE +/- 0.13, N = 314.4014.22MIN: 13.1 / MAX: 33.21MIN: 13.28 / MAX: 16.251. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: shufflenet-v2Pop OS 20.04Pop OS 21.1048121620Min: 13.51 / Avg: 14.4 / Max: 15Min: 13.99 / Avg: 14.22 / Max: 14.441. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

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 20.04Pop OS 21.10510152025SE +/- 0.04, N = 3SE +/- 0.03, N = 318.8118.581. (CC) gcc options: -O2 -pedantic -fvisibility=hidden
OpenBenchmarking.orgSeconds, Fewer Is BetterRNNoise 2020-06-28Pop OS 20.04Pop OS 21.10510152025Min: 18.74 / Avg: 18.81 / Max: 18.89Min: 18.52 / Avg: 18.58 / Max: 18.621. (CC) gcc options: -O2 -pedantic -fvisibility=hidden

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 21.1020406080100SE +/- 0.44, N = 3SE +/- 0.13, N = 384.9585.97
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: Classroom - Compute: CPU-OnlyPop OS 20.04Pop OS 21.101632486480Min: 84.1 / Avg: 84.95 / Max: 85.56Min: 85.78 / Avg: 85.97 / Max: 86.21

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 20.04Pop OS 21.10122436486055.3054.67

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 21.101122334455SE +/- 0.02, N = 3SE +/- 0.12, N = 346.3446.87
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: Fishy Cat - Compute: CPU-OnlyPop OS 20.04Pop OS 21.101020304050Min: 46.31 / Avg: 46.34 / Max: 46.39Min: 46.63 / Avg: 46.87 / Max: 47.02

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 21.10100200300400500SE +/- 1.89, N = 3SE +/- 1.33, N = 3461.15456.00MIN: 1 / MAX: 1298MIN: 1 / MAX: 1304
OpenBenchmarking.orgItems / Sec, More Is BetterOpenVKL 0.9Benchmark: vklBenchmarkPop OS 20.04Pop OS 21.1080160240320400Min: 458.61 / Avg: 461.15 / Max: 464.83Min: 453 / Avg: 455.67 / Max: 457

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 20.04Pop OS 21.1016003200480064008000SE +/- 14.49, N = 3SE +/- 7.94, N = 37285.87208.41. (CC) gcc options: -O3 -pthread -lz -llzma
OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.5Compression Level: 3Pop OS 20.04Pop OS 21.1013002600390052006500Min: 7269.6 / Avg: 7285.8 / Max: 7314.7Min: 7194.5 / Avg: 7208.4 / Max: 72221. (CC) gcc options: -O3 -pthread -lz -llzma

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 20.04Pop OS 21.103K6K9K12K15KSE +/- 116.95, N = 3SE +/- 61.67, N = 315077.314925.71. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl
OpenBenchmarking.orgSigns Per Second, More Is BetterOpenSSL 1.1.1RSA 4096-bit PerformancePop OS 20.04Pop OS 21.103K6K9K12K15KMin: 14892.7 / Avg: 15077.3 / Max: 15294Min: 14844 / Avg: 14925.73 / Max: 15046.61. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -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: acPop OS 20.04Pop OS 21.102468106.076.01

PyPerformance

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

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: crypto_pyaesPop OS 20.04Pop OS 21.1020406080100SE +/- 0.00, N = 3103104
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: crypto_pyaesPop OS 20.04Pop OS 21.1020406080100Min: 104 / Avg: 104 / Max: 104

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: chaosPop OS 20.04Pop OS 21.1020406080100SE +/- 0.33, N = 3104105
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: chaosPop OS 20.04Pop OS 21.1020406080100Min: 104 / Avg: 104.67 / Max: 105

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: googlenetPop OS 20.04Pop OS 21.10612182430SE +/- 0.25, N = 3SE +/- 0.28, N = 326.3926.62MIN: 25.5 / MAX: 42.77MIN: 25.32 / MAX: 31.311. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: googlenetPop OS 20.04Pop OS 21.10612182430Min: 25.91 / Avg: 26.39 / Max: 26.75Min: 26.31 / Avg: 26.62 / Max: 27.181. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

PyPerformance

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

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: goPop OS 20.04Pop OS 21.1050100150200250SE +/- 0.33, N = 3SE +/- 0.33, N = 3233235
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: goPop OS 20.04Pop OS 21.104080120160200Min: 233 / Avg: 233.33 / Max: 234Min: 235 / Avg: 235.33 / Max: 236

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 21.10612182430SE +/- 0.03, N = 3SE +/- 0.01, N = 326.9127.14-pthread1. (CXX) g++ options: -O3 -lm
OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 24Aug2020Model: 20k AtomsPop OS 20.04Pop OS 21.10612182430Min: 26.87 / Avg: 26.91 / Max: 26.96Min: 27.12 / Avg: 27.14 / Max: 27.161. (CXX) g++ options: -O3 -lm

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 21.10400800120016002000SE +/- 3.21, N = 3SE +/- 6.42, N = 32055.732039.011. (CC) gcc options: -lm -ldl -O2 -fomit-frame-pointer -U_FORTIFY_SOURCE -fno-stack-protector
OpenBenchmarking.orgMflops, More Is BetterLuaJIT 2.1-gitTest: Jacobi Successive Over-RelaxationPop OS 20.04Pop OS 21.10400800120016002000Min: 2049.33 / Avg: 2055.73 / Max: 2059.29Min: 2026.94 / Avg: 2039.01 / Max: 2048.821. (CC) gcc options: -lm -ldl -O2 -fomit-frame-pointer -U_FORTIFY_SOURCE -fno-stack-protector

IOR

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

OpenBenchmarking.orgMB/s, More Is BetterIOR 3.2.1Write TestPop OS 20.04Pop OS 21.1070140210280350SE +/- 4.29, N = 3SE +/- 2.22, N = 3316.52314.26-pthread - MIN: 87.5 / MAX: 347.79MIN: 87.86 / MAX: 351.41. (CC) gcc options: -O2 -lm -lmpi
OpenBenchmarking.orgMB/s, More Is BetterIOR 3.2.1Write TestPop OS 20.04Pop OS 21.1060120180240300Min: 311.03 / Avg: 316.52 / Max: 324.98Min: 309.83 / Avg: 314.26 / Max: 316.521. (CC) gcc options: -O2 -lm -lmpi

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 21.1020406080100SE +/- 0.33, N = 3SE +/- 0.37, N = 384.8985.461. Version 2.4.5, Copyright (c) 2008-2019, David Tschumperle.
OpenBenchmarking.orgSeconds, Fewer Is BetterG'MICTest: 3D Elevated Function In Random Colors, 100 TimesPop OS 20.04Pop OS 21.101632486480Min: 84.32 / Avg: 84.89 / Max: 85.47Min: 84.73 / Avg: 85.46 / Max: 85.861. Version 2.4.5, Copyright (c) 2008-2019, David Tschumperle.

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 20.04Pop OS 21.104812162015.3215.41

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 20.04Pop OS 21.1060120180240300SE +/- 3.39, N = 3SE +/- 1.27, N = 3285.92284.31MIN: 272.2 / MAX: 310.86MIN: 268 / MAX: 378.061. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl
OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: MobileNet v2Pop OS 20.04Pop OS 21.1050100150200250Min: 279.67 / Avg: 285.92 / Max: 291.34Min: 281.78 / Avg: 284.31 / Max: 285.691. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl

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: Monte CarloPop OS 20.04Pop OS 21.10110220330440550SE +/- 0.10, N = 3SE +/- 1.00, N = 3506.84504.511. (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 21.1090180270360450Min: 506.71 / Avg: 506.84 / Max: 507.03Min: 502.65 / Avg: 504.51 / Max: 506.091. (CC) gcc options: -lm -ldl -O2 -fomit-frame-pointer -U_FORTIFY_SOURCE -fno-stack-protector

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 21.100.0960.1920.2880.3840.48SE +/- 0.00043, N = 3SE +/- 0.00094, N = 30.426770.42486
OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD 2.14ATPase Simulation - 327,506 AtomsPop OS 20.04Pop OS 21.1012345Min: 0.43 / Avg: 0.43 / Max: 0.43Min: 0.42 / Avg: 0.42 / Max: 0.43

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 20.04Pop OS 21.102468106.756.78

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 21.1013002600390052006500SE +/- 15.69, N = 3SE +/- 9.34, N = 35953.965979.66-lpthread1. (CXX) g++ options: -O3 -lsnappy
OpenBenchmarking.orgMicroseconds Per Op, Fewer Is BetterLevelDB 1.22Benchmark: Fill SyncPop OS 20.04Pop OS 21.1010002000300040005000Min: 5925.38 / Avg: 5953.96 / Max: 5979.45Min: 5961.3 / Avg: 5979.66 / Max: 5991.831. (CXX) g++ options: -O3 -lsnappy

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 21.1080M160M240M320M400MSE +/- 36581.81, N = 3SE +/- 189330.96, N = 3373293210.02371820722.781. (CC) gcc options: -O3 -march=native -lm
OpenBenchmarking.orgQUIPs, More Is BetterHierarchical INTegration 1.0Test: FLOATPop OS 20.04Pop OS 21.1060M120M180M240M300MMin: 373244395.12 / Avg: 373293210.02 / Max: 373364814.03Min: 371454192.27 / Avg: 371820722.78 / Max: 372086329.841. (CC) gcc options: -O3 -march=native -lm

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 20.04Pop OS 21.10130260390520650SE +/- 0.60, N = 3SE +/- 2.05, N = 3597.96595.64-lpthread1. (CXX) g++ options: -O3 -lsnappy
OpenBenchmarking.orgMicroseconds Per Op, Fewer Is BetterLevelDB 1.22Benchmark: Random DeletePop OS 20.04Pop OS 21.10110220330440550Min: 596.76 / Avg: 597.96 / Max: 598.58Min: 592.75 / Avg: 595.64 / Max: 599.61. (CXX) g++ options: -O3 -lsnappy

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: 1024 - Batch Size: 10000 - Tags: 2,5000,1 - Points Per Series: 10000Pop OS 20.04Pop OS 21.10300K600K900K1200K1500KSE +/- 1531.99, N = 3SE +/- 3782.58, N = 31557894.41563682.7
OpenBenchmarking.orgval/sec, More Is BetterInfluxDB 1.8.2Concurrent Streams: 1024 - Batch Size: 10000 - Tags: 2,5000,1 - Points Per Series: 10000Pop OS 20.04Pop OS 21.10300K600K900K1200K1500KMin: 1555635.9 / Avg: 1557894.43 / Max: 1560816.8Min: 1557232.9 / Avg: 1563682.67 / Max: 1570331.6

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 20.04Pop OS 21.1070140210280350SE +/- 0.00, N = 3302303
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: 2to3Pop OS 20.04Pop OS 21.1050100150200250Min: 303 / Avg: 303 / Max: 303

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 21.1030M60M90M120M150MSE +/- 263429.87, N = 3SE +/- 1290406.98, N = 31464634861460329941. (CXX) g++ options: -m64 -lpthread -fno-exceptions -std=c++11 -pedantic -O3 -msse -msse3 -mpopcnt -flto
OpenBenchmarking.orgNodes Per Second, More Is BetterStockfish 9Total TimePop OS 20.04Pop OS 21.1030M60M90M120M150MMin: 146122225 / Avg: 146463485.67 / Max: 146981739Min: 144542733 / Avg: 146032993.67 / Max: 1486028961. (CXX) g++ options: -m64 -lpthread -fno-exceptions -std=c++11 -pedantic -O3 -msse -msse3 -mpopcnt -flto

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 20.04Pop OS 21.10132639526557.5557.71

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 20.04Pop OS 21.10816243240SE +/- 0.14, N = 3SE +/- 0.03, N = 333.0933.00-ldl -lpthread1. (CC) gcc options: -O2 -lz -lm
OpenBenchmarking.orgSeconds, Fewer Is BetterSQLite 3.30.1Threads / Copies: 1Pop OS 20.04Pop OS 21.10714212835Min: 32.81 / Avg: 33.09 / Max: 33.27Min: 32.95 / Avg: 33 / Max: 33.051. (CC) gcc options: -O2 -lz -lm

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 21.101020304050SE +/- 0.13, N = 3SE +/- 0.14, N = 342.5442.65
OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_qdaPop OS 20.04Pop OS 21.10918273645Min: 42.32 / Avg: 42.54 / Max: 42.78Min: 42.49 / Avg: 42.65 / Max: 42.93

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 21.10102030405041.8041.89

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 20.04Pop OS 21.104080120160200SE +/- 0.18, N = 3SE +/- 0.70, N = 3171.03171.39-lpthread1. (CXX) g++ options: -O3 -lsnappy
OpenBenchmarking.orgMicroseconds Per Op, Fewer Is BetterLevelDB 1.22Benchmark: Seek RandomPop OS 20.04Pop OS 21.10306090120150Min: 170.68 / Avg: 171.03 / Max: 171.28Min: 169.99 / Avg: 171.39 / Max: 172.111. (CXX) g++ options: -O3 -lsnappy

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 20.04Pop OS 21.1051015202521.9221.96

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 21.1020406080100SE +/- 0.23, N = 3SE +/- 0.24, N = 398.6698.81
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: Pabellon Barcelona - Compute: CPU-OnlyPop OS 20.04Pop OS 21.1020406080100Min: 98.21 / Avg: 98.66 / Max: 98.93Min: 98.48 / Avg: 98.81 / Max: 99.27

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 21.10510152025SE +/- 0.01, N = 3SE +/- 0.06, N = 320.8720.89
OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_svmPop OS 20.04Pop OS 21.10510152025Min: 20.86 / Avg: 20.87 / Max: 20.9Min: 20.79 / Avg: 20.89 / Max: 21.01

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 20.04Pop OS 21.1070140210280350SE +/- 0.49, N = 3SE +/- 0.69, N = 3328.33328.54-lpthread - MIN: 324.39MIN: 325.191. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -ldl
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Recurrent Neural Network Training - Data Type: f32 - Engine: CPUPop OS 20.04Pop OS 21.1060120180240300Min: 327.56 / Avg: 328.32 / Max: 329.23Min: 327.59 / Avg: 328.54 / Max: 329.871. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -ldl

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 20.04Pop OS 21.104080120160200SE +/- 0.58, N = 3SE +/- 0.33, N = 3160160
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: regex_compilePop OS 20.04Pop OS 21.10306090120150Min: 159 / Avg: 160 / Max: 161Min: 160 / Avg: 160.33 / Max: 161

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: json_loadsPop OS 20.04Pop OS 21.10612182430SE +/- 0.03, N = 3SE +/- 0.03, N = 323.923.9
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: json_loadsPop OS 20.04Pop OS 21.10612182430Min: 23.8 / Avg: 23.87 / Max: 23.9Min: 23.8 / Avg: 23.87 / Max: 23.9

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pathlibPop OS 20.04Pop OS 21.1048121620SE +/- 0.03, N = 3SE +/- 0.00, N = 316.316.3
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pathlibPop OS 20.04Pop OS 21.1048121620Min: 16.3 / Avg: 16.33 / Max: 16.4Min: 16.3 / Avg: 16.3 / Max: 16.3

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.orgMB/s, More Is BetterLevelDB 1.22Benchmark: Fill SyncPop OS 20.04Pop OS 21.100.541.081.622.162.7SE +/- 0.00, N = 3SE +/- 0.03, N = 32.42.4-lpthread1. (CXX) g++ options: -O3 -lsnappy
OpenBenchmarking.orgMB/s, More Is BetterLevelDB 1.22Benchmark: Fill SyncPop OS 20.04Pop OS 21.10246810Min: 2.4 / Avg: 2.4 / Max: 2.4Min: 2.3 / Avg: 2.37 / Max: 2.41. (CXX) g++ options: -O3 -lsnappy

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 20.04Pop OS 21.1070140210280350SE +/- 0.00, N = 12SE +/- 0.00, N = 3333.33333.33MIN: 250 / MAX: 500MIN: 250 / MAX: 500
OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: Magnetic Reconnection - Renderer: Path TracerPop OS 20.04Pop OS 21.1060120180240300Min: 333.33 / Avg: 333.33 / Max: 333.33Min: 333.33 / Avg: 333.33 / Max: 333.33

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: NASA Streamlines - Renderer: SciVisPop OS 20.04Pop OS 21.1020406080100SE +/- 0.00, N = 13SE +/- 0.00, N = 390.9190.91MIN: 83.33 / MAX: 100MIN: 83.33 / MAX: 100
OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: NASA Streamlines - Renderer: SciVisPop OS 20.04Pop OS 21.1020406080100Min: 90.91 / Avg: 90.91 / Max: 90.91Min: 90.91 / Avg: 90.91 / Max: 90.91

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 21.100.68181.36362.04542.72723.4093.033.03

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: mnasnetPop OS 20.04Pop OS 21.103691215SE +/- 0.76, N = 3SE +/- 0.13, N = 313.4513.11MIN: 11.94 / MAX: 28.73MIN: 12.6 / MAX: 17.681. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: mnasnetPop OS 20.04Pop OS 21.1048121620Min: 12.58 / Avg: 13.45 / Max: 14.96Min: 12.88 / Avg: 13.11 / Max: 13.341. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

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: Fast Fourier TransformPop OS 20.04Pop OS 21.1060120180240300SE +/- 23.04, N = 3SE +/- 0.68, N = 3254.69273.791. (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 20.04Pop OS 21.1050100150200250Min: 209.36 / Avg: 254.69 / Max: 284.53Min: 272.64 / Avg: 273.79 / Max: 274.991. (CC) gcc options: -lm -ldl -O2 -fomit-frame-pointer -U_FORTIFY_SOURCE -fno-stack-protector

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 21.106K12K18K24K30KSE +/- 265.68, N = 4SE +/- 818.89, N = 1721836.3428265.03
OpenBenchmarking.orgUnits Per Second, More Is BetterJava 2D Microbenchmark 1.0Rendering Test: Text RenderingPop OS 20.04Pop OS 21.105K10K15K20K25KMin: 21229.67 / Avg: 21836.34 / Max: 22465.88Min: 22277.84 / Avg: 28265.03 / Max: 34249.97

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 20.04Pop OS 21.108001600240032004000SE +/- 42.59, N = 15SE +/- 18.80, N = 32575.513759.09
OpenBenchmarking.orgMiVoxels / Sec, More Is BetterParaView 5.4.1Test: Wavelet Volume - Resolution: 3840 x 2160Pop OS 20.04Pop OS 21.107001400210028003500Min: 2291.34 / Avg: 2575.51 / Max: 2822.23Min: 3722.45 / Avg: 3759.09 / Max: 3784.76

OpenBenchmarking.orgFrames / Sec, More Is BetterParaView 5.4.1Test: Wavelet Volume - Resolution: 3840 x 2160Pop OS 20.04Pop OS 21.1050100150200250SE +/- 2.66, N = 15SE +/- 1.18, N = 3160.97234.94
OpenBenchmarking.orgFrames / Sec, More Is BetterParaView 5.4.1Test: Wavelet Volume - Resolution: 3840 x 2160Pop OS 20.04Pop OS 21.104080120160200Min: 143.21 / Avg: 160.97 / Max: 176.39Min: 232.65 / Avg: 234.94 / Max: 236.55

188 Results Shown

NCNN:
  Vulkan GPU - vgg16
  Vulkan GPU - alexnet
  Vulkan GPU-v3-v3 - mobilenet-v3
Polyhedron Fortran Benchmarks
G'MIC
Tesseract
Java 2D Microbenchmark
NCNN:
  Vulkan GPU - resnet50
  Vulkan GPU-v2-v2 - mobilenet-v2
RealSR-NCNN
NCNN:
  Vulkan GPU - resnet18
  Vulkan GPU - googlenet
  Vulkan GPU - mnasnet
  Vulkan GPU - shufflenet-v2
  Vulkan GPU - yolov4-tiny
Apache CouchDB
RealSR-NCNN
NCNN:
  Vulkan GPU - squeezenet
  Vulkan GPU - efficientnet-b0
Waifu2x-NCNN Vulkan
NCNN
G'MIC
ParaView:
  Wavelet Volume - 1920 x 1080:
    MiVoxels / Sec
    Frames / Sec
GLmark2
librsvg
GLmark2
Java 2D Microbenchmark
SQLite
x265
oneDNN
SVT-VP9
Timed Apache Compilation
Xonotic
Polyhedron Fortran Benchmarks
ParaView:
  Wavelet Contour - 3840 x 2160:
    Frames / Sec
    MiPolys / Sec
Xonotic
Polyhedron Fortran Benchmarks
Tesseract
Timed FFmpeg Compilation
PyPerformance
TensorFlow Lite
GEGL
SVT-VP9
TensorFlow Lite:
  Mobilenet Quant
  Inception V4
NCNN
Xonotic
Mlpack Benchmark
GEGL:
  Antialias
  Color Enhance
Xonotic
GEGL:
  Tile Glass
  Reflect
TensorFlow Lite
x265
Polyhedron Fortran Benchmarks
RawTherapee
PyPerformance
Timed MPlayer Compilation
PyPerformance
Intel Open Image Denoise
GEGL
WebP Image Encode
SQLite Speedtest
NCNN
Timed PHP Compilation
ET: Legacy
GEGL
Caffe
TensorFlow Lite
OSPray
Hugin
TensorFlow Lite
oneDNN
FLAC Audio Encoding
GEGL
PyPerformance:
  pickle_pure_python
  raytrace
LibRaw
LuaJIT
Java 2D Microbenchmark
OSPray
LuaJIT
Caffe
ParaView:
  Wavelet Contour - 1920 x 1080:
    Frames / Sec
    MiPolys / Sec
NCNN
rays1bench
BYTE Unix Benchmark
FFTE
oneDNN:
  IP Batch 1D - f32 - CPU
  Deconvolution Batch deconv_3d - f32 - CPU
PyBench
WebP Image Encode
Polyhedron Fortran Benchmarks
OSPray
Git
LevelDB
Coremark
LevelDB:
  Seq Fill:
    MB/s
    Microseconds Per Op
LuaJIT
LevelDB
PyPerformance
OSPray
LevelDB
WebP Image Encode
Timed HMMer Search
LevelDB
LAME MP3 Encoding
Kripke
OSPray
SVT-HEVC
oneDNN
Zstd Compression
LevelDB
GEGL
LAMMPS Molecular Dynamics Simulator
WebP Image Encode
Blender
OSPray
Optcarrot
eSpeak-NG Speech Engine
Appleseed
WebP Image Encode
TNN
Polyhedron Fortran Benchmarks
Tesseract OCR
NCNN
oneDNN
Appleseed
Blender
Monte Carlo Simulations of Ionised Nebulae
Polyhedron Fortran Benchmarks
oneDNN
IOR
Mlpack Benchmark
NCNN
RNNoise
Blender
Polyhedron Fortran Benchmarks
Blender
OpenVKL
Zstd Compression
OpenSSL
Polyhedron Fortran Benchmarks
PyPerformance:
  crypto_pyaes
  chaos
NCNN
PyPerformance
LAMMPS Molecular Dynamics Simulator
LuaJIT
IOR
G'MIC
Polyhedron Fortran Benchmarks
TNN
LuaJIT
NAMD
Polyhedron Fortran Benchmarks
LevelDB
Hierarchical INTegration
LevelDB
InfluxDB
PyPerformance
Stockfish
Appleseed
SQLite
Mlpack Benchmark
Polyhedron Fortran Benchmarks
LevelDB
Polyhedron Fortran Benchmarks
Blender
Mlpack Benchmark
oneDNN
PyPerformance:
  regex_compile
  json_loads
  pathlib
LevelDB
OSPray:
  Magnetic Reconnection - Path Tracer
  NASA Streamlines - SciVis
Polyhedron Fortran Benchmarks
NCNN
LuaJIT
Java 2D Microbenchmark
ParaView:
  Wavelet Volume - 3840 x 2160:
    MiVoxels / Sec
    Frames / Sec

Pop OS 20.04

Processor: AMD Ryzen Threadripper 3990X 64-Core @ 2.90GHz (64 Cores / 128 Threads), Motherboard: Gigabyte TRX40 AORUS PRO WIFI (F4p BIOS), Chipset: AMD Starship/Matisse, Memory: 128GB, 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 21.10

Processor: AMD Ryzen Threadripper 3990X 64-Core @ 2.90GHz (64 Cores / 128 Threads), Motherboard: Gigabyte TRX40 AORUS PRO WIFI (F4p BIOS), Chipset: AMD Starship/Matisse, Memory: 128GB, 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 21.10, Kernel: 5.15.8-76051508-generic (x86_64), Desktop: GNOME Shell 40.5, Display Server: X Server 1.20.13, OpenGL: 4.6 Mesa 21.2.2 (LLVM 12.0.1), Vulkan: 1.2.182, Compiler: GCC 11.2.0, File-System: ext4, Screen Resolution: 3840x2160

Kernel Notes: Transparent Huge Pages: madvise
Compiler Notes: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-cet --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-link-serialization=2 --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-11-ZPT0kp/gcc-11-11.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-11-ZPT0kp/gcc-11-11.2.0/debian/tmp-gcn/usr --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-build-config=bootstrap-lto-lean --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 / Block Size: 4096
Processor Notes: Scaling Governor: acpi-cpufreq schedutil (Boost: Enabled) - CPU Microcode: 0x8301039
Graphics Notes: GLAMOR - BAR1 / Visible vRAM Size: 256 MB
Java Notes: OpenJDK Runtime Environment (build 11.0.13+8-Ubuntu-0ubuntu1.21.10)
Python Notes: Python 3.9.7
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 28 December 2021 13:35 by user phoronix.