Kubuntu Focus 18.04

Intel Core i7-9750H testing with a Notebook P95_96_97Ex Rx (1.07.13MIN29 BIOS) and NVIDIA GeForce RTX 2060 6GB on Ubuntu 21.04 via the Phoronix Test Suite.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2102030-HA-2101307HA61
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Audio Encoding 3 Tests
AV1 3 Tests
C++ Boost Tests 2 Tests
Web Browsers 1 Tests
C/C++ Compiler Tests 4 Tests
CPU Massive 6 Tests
Creator Workloads 28 Tests
Encoding 7 Tests
Game Development 3 Tests
HPC - High Performance Computing 8 Tests
Imaging 9 Tests
Machine Learning 5 Tests
Molecular Dynamics 3 Tests
Multi-Core 14 Tests
NVIDIA GPU Compute 10 Tests
OpenCL 2 Tests
OpenMPI Tests 2 Tests
Productivity 2 Tests
Programmer / Developer System Benchmarks 3 Tests
Python Tests 4 Tests
Renderers 6 Tests
Scientific Computing 3 Tests
Server CPU Tests 6 Tests
Single-Threaded 3 Tests
Speech 3 Tests
Telephony 3 Tests
Texture Compression 2 Tests
Video Encoding 4 Tests
Vulkan Compute 3 Tests
Common Workstation Benchmarks 3 Tests

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Kubuntu 18.04
January 29 2021
  13 Hours, 43 Minutes
Kubuntu 20.04
January 31 2021
  14 Hours, 43 Minutes
Kubuntu 20.10
February 01 2021
  13 Hours, 18 Minutes
Kubuntu 21.04 Dev
February 02 2021
  12 Hours, 42 Minutes
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  13 Hours, 37 Minutes

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Kubuntu Focus 18.04ProcessorMotherboardChipsetMemoryDiskGraphicsAudioNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLOpenCLVulkanCompilerFile-SystemScreen ResolutionKubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 DevIntel Core i7-9750H @ 4.50GHz (6 Cores / 12 Threads)Notebook P95_96_97Ex Rx (1.07.13MIN29 BIOS)Intel Cannon Lake PCH32GB1000GB Samsung SSD 970 EVO Plus 1TBNVIDIA GeForce RTX 2060 6GB (960/7000MHz)Realtek ALC1220Realtek RTL8111/8168/8411 + Intel-AC 9560Ubuntu 18.045.4.0-65-generic (x86_64)KDE Plasma 5.12.9X Server 1.20.8NVIDIA 450.102.044.6.0OpenCL 1.2 CUDA 11.0.2281.2.133GCC 7.5.0 + CUDA 10.0ext41920x1080NVIDIA GeForce RTX 2060 6GB (825/810MHz)Ubuntu 20.045.8.0-41-generic (x86_64)KDE Plasma 5.18.5X Server 1.20.9NVIDIA 460.32.03OpenCL 1.2 CUDA 11.2.1091.2.145GCC 9.3.0 + CUDA 10.1NVIDIA GeForce RTX 2060 6GB (960/7000MHz)Ubuntu 20.10KDE Plasma 5.19.5GCC 10.2.0 + CUDA 10.1NVIDIA GeForce RTX 2060 6GB (1920/7000MHz)Ubuntu 21.04KDE Plasma 5.20.90GCC 10.2.1 20210110 + CUDA 10.1OpenBenchmarking.orgKernel Details- Transparent Huge Pages: madviseCompiler Details- Kubuntu 18.04: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++ --enable-libmpx --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none --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 --with-tune=generic --without-cuda-driver -v - Kubuntu 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 - Kubuntu 20.10: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-10-JvwpWM/gcc-10-10.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-10-JvwpWM/gcc-10-10.2.0/debian/tmp-gcn/usr,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v - Kubuntu 21.04 Dev: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-mutex --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-10-8sWNas/gcc-10-10.2.1/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-10-8sWNas/gcc-10-10.2.1/debian/tmp-gcn/usr,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-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 Processor Details- Kubuntu 18.04: Scaling Governor: intel_pstate powersave - CPU Microcode: 0xde - Thermald 1.7- Kubuntu 20.04: Scaling Governor: intel_pstate powersave - CPU Microcode: 0xde - Thermald 1.9.1- Kubuntu 20.10: Scaling Governor: intel_pstate powersave - CPU Microcode: 0xde - Thermald 2.3- Kubuntu 21.04 Dev: Scaling Governor: intel_pstate powersave - CPU Microcode: 0xde - Thermald 2.4.1OpenCL Details- GPU Compute Cores: 1920Python Details- Kubuntu 18.04: Python 2.7.17 + Python 3.6.9- Kubuntu 20.04: Python 2.7.18 + Python 3.8.5- Kubuntu 20.10: Python 2.7.18 + Python 3.8.6- Kubuntu 21.04 Dev: Python 2.7.18 + Python 3.9.1+Security Details- Kubuntu 18.04: itlb_multihit: KVM: Mitigation of Split huge pages + l1tf: Mitigation of PTE Inversion; VMX: conditional cache flushes SMT vulnerable + mds: Mitigation of Clear buffers; SMT vulnerable + meltdown: Mitigation of PTI + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Full generic retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + srbds: Mitigation of Microcode + tsx_async_abort: Not affected - Kubuntu 20.04: itlb_multihit: KVM: Mitigation of VMX disabled + l1tf: Mitigation of PTE Inversion; VMX: conditional cache flushes SMT vulnerable + mds: Mitigation of Clear buffers; SMT vulnerable + meltdown: Mitigation of PTI + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Full generic retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + srbds: Mitigation of Microcode + tsx_async_abort: Not affected - Kubuntu 20.10: itlb_multihit: KVM: Mitigation of VMX disabled + l1tf: Mitigation of PTE Inversion; VMX: conditional cache flushes SMT vulnerable + mds: Mitigation of Clear buffers; SMT vulnerable + meltdown: Mitigation of PTI + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Full generic retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + srbds: Mitigation of Microcode + tsx_async_abort: Not affected - Kubuntu 21.04 Dev: itlb_multihit: KVM: Mitigation of VMX disabled + l1tf: Mitigation of PTE Inversion; VMX: conditional cache flushes SMT vulnerable + mds: Mitigation of Clear buffers; SMT vulnerable + meltdown: Mitigation of PTI + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Full generic retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + srbds: Mitigation of Microcode + tsx_async_abort: Not affected

Kubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 DevLogarithmic Result OverviewPhoronix Test Suite 10.8.0GLmark2Build2WebP2 Image EncodeG'MICRawTherapeeSVT-AV1OpenFOAMeSpeak-NG Speech EngineHuginGEGLASTC EncoderGoogle SynthMarkrav1eBlenderMobile Neural Networklibavif avifencMonkey Audio EncodingNCNNSQLite SpeedtestEtcpakLuxCoreRenderLuxCoreRender OpenCLChaos Group V-RAYDeepSpeechGROMACSOpus Codec EncodingNAMDWavPack Audio EncodingTNNWebP Image EncodeEmbreex265TensorFlow LiteWaifu2x-NCNN VulkanSeleniumAppleseedGitRedShift DemoOctaneBenchIndigoBenchRealSR-NCNN

Kubuntu Focus 18.04blender: Barbershop - NVIDIA OptiXselenium: MotionMark - Firefoxwebp2: Quality 95, Compression Effort 7appleseed: Emilyyafaray: Total Time For Sample Scenewebp2: Quality 75, Compression Effort 7astcenc: Exhaustiveredshift: appleseed: Disney Materialgmic: 2D Function Plotting, 1000 Timesappleseed: Material Testerselenium: Jetstream 2 - Firefoxopenfoam: Motorbike 30Mgromacs: Water Benchmarkbuild2: Time To Compileselenium: ARES-6 - Firefoxluxcorerender-cl: LuxCore Benchmarkluxcorerender-cl: Foodnamd: ATPase Simulation - 327,506 Atomstensorflow-lite: Inception ResNet V2tensorflow-lite: Inception V4luxcorerender-cl: DLSCmnn: inception-v3mnn: mobilenet-v1-1.0mnn: MobileNetV2_224mnn: resnet-v2-50mnn: SqueezeNetV1.0octanebench: Total Scoreembree: Pathtracer - Crownv-ray: CPUblender: BMW27 - NVIDIA OptiXglmark2: 1920 x 1080realsr-ncnn: 4x - Yesluxcorerender: Rainbow Colors and Prismembree: Pathtracer ISPC - Crownocrmypdf: Processing 60 Page PDF Documentncnn: CPU - regnety_400mncnn: CPU - squeezenet_ssdncnn: CPU - yolov4-tinyncnn: CPU - resnet50ncnn: CPU - alexnetncnn: CPU - resnet18ncnn: CPU - vgg16ncnn: CPU - googlenetncnn: CPU - blazefacencnn: CPU - efficientnet-b0ncnn: CPU - mnasnetncnn: CPU - shufflenet-v2ncnn: CPU-v3-v3 - mobilenet-v3ncnn: CPU-v2-v2 - mobilenet-v2ncnn: CPU - mobilenetncnn: Vulkan GPU - regnety_400mncnn: Vulkan GPU - squeezenet_ssdncnn: Vulkan GPU - yolov4-tinyncnn: Vulkan GPU - resnet50ncnn: Vulkan GPU - alexnetncnn: Vulkan GPU - resnet18ncnn: Vulkan GPU - vgg16ncnn: Vulkan GPU - googlenetncnn: Vulkan GPU - blazefacencnn: Vulkan GPU - efficientnet-b0ncnn: Vulkan GPU - mnasnetncnn: Vulkan GPU - shufflenet-v2ncnn: Vulkan GPU-v3-v3 - mobilenet-v3ncnn: Vulkan GPU-v2-v2 - mobilenet-v2ncnn: Vulkan GPU - mobilenetrawtherapee: Total Benchmark Timeocrmypdf: Processing 60 Page PDF Documentdarktable: Boat - CPU-onlyluxcorerender: DLSCx265: Bosphorus 4Khugin: Panorama Photo Assistant + Stitching Timeastcenc: Thoroughindigobench: OpenCL GPU - Bedroomsvt-av1: Enc Mode 8 - 1080pindigobench: OpenCL GPU - Supercarsqlite-speedtest: Timed Time - Size 1,000indigobench: CPU - Bedroomindigobench: CPU - Supercardeepspeech: CPUselenium: StyleBench - Firefoxtensorflow-lite: SqueezeNettensorflow-lite: Mobilenet Quanttensorflow-lite: Mobilenet Floattensorflow-lite: NASNet Mobilex265: Bosphorus 1080pgegl: Color Enhancerav1e: 10luxcorerender-cl: Rainbow Colors and Prismgit: Time To Complete Common Git Commandsocrmypdf: Processing 60 Page PDF Documentespeak: Text-To-Speech Synthesiswebp2: Quality 100, Compression Effort 5selenium: PSPDFKit WASM - Firefoxgegl: Rotate 90 Degreesselenium: Kraken - Firefoxdarktable: Boat - CPU-onlywebp2: Defaultsynthmark: VoiceMark_100gegl: Reflectencode-ape: WAV To APEetcpak: ETC2encode-wavpack: WAV To WavPacktnn: CPU - MobileNet v2tnn: CPU - SqueezeNet v1.1darktable: Masskrug - CPU-onlygimp: unsharp-maskwebp: Quality 100, Losslessrealsr-ncnn: 4x - Nodarktable: Server Room - CPU-onlyetcpak: ETC1etcpak: ETC1 + Ditheringgimp: unsharp-maskgimp: auto-levelsgimp: unsharp-maskgimp: rotateencode-opus: WAV To Opus Encodeavifenc: 8avifenc: 10gimp: auto-levelsgimp: auto-levelsgimp: rotategimp: rotatewebp: Quality 100, Highest Compressiongimp: resizegimp: resizedarktable: Masskrug - CPU-onlygegl: Cropgimp: resizewaifu2x-ncnn: 2x - 3 - Yesdarktable: Server Room - CPU-onlydarktable: Masskrug - OpenCLdarktable: Masskrug - OpenCLgegl: Scaledarktable: Boat - OpenCLdarktable: Boat - OpenCLdarktable: Server Rack - CPU-onlydarktable: Server Room - OpenCLwebp: Quality 100waifu2x-ncnn: 2x - 3 - Nodarktable: Server Room - OpenCLwebp: Defaultdarktable: Server Rack - OpenCLdarktable: Server Rack - OpenCLdarktable: Server Rack - CPU-onlyKubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev1858.37158.94920.493869.306684334.288505.108499.82490534.82731116.024492.63636569.195276.490.595201.33659.032.531.033.58034531761058768203.0559.9764.9034.60052.9338.370180.6802185.3310707942.766329109.8320.866.101056.45419.1826.5837.3642.7517.6021.2477.6521.362.7510.245.908.815.916.3426.3518.3727.1238.0642.9518.1121.1079.5320.532.439.505.738.925.556.2726.4875.49116.2970.818.4664.06459.195.41315.32217.55564.3570.8351.88475.9254492.639721727932327540134729936.6756.1403.4067.6450.17427.46425.659336239.1261386.26.649651.92229.42811.311188.06314.681319.661299.47018.26717.41416.493319.828299.54815.16514.6028.7726.6356.1947.5717.8227.0047.6446.8935.3765.2524.4072.5322.3872.0780.9341.5480.1330.2161875.04158.96972.604871.124963327.359532.887518.88495542.04675114.664500.91247769.835303.460.583239.01359.282.551.063.57506538807059481673.0462.3145.7924.57556.8778.295179.8750225.2722687041.686263110.2520.826.039318.9027.5537.5241.1217.0820.7372.9421.272.719.706.198.746.756.4625.4218.2826.9837.6041.0216.3721.2173.3621.212.779.886.688.525.165.8825.2283.4870.798.2558.68066.305.40813.80017.65063.3390.8431.87774.1496992.641392328647027707834919536.5759.0093.3097.6949.63148.67127.04829.129335340.6271364.79.3268.340695.73330.12111.303189.46114.578332.516302.4187.25517.10216.6055.834325.035318.52814.8658.6107.0666.44512.17011.8697.1938.5057.8227.0894.3765.4372.5600.2470.9882.4472.0681.5660.1571870.68157.49949.221872.69659320.601515.458515.49493542.448589116.654494.59485769.201303.900.579290.92859.252.611.093.67104532656758836773.1258.6975.6204.40852.6938.181181.0081195.3952712237.996330109.9450.866.145417.5826.9737.8641.7416.9520.0471.8919.722.559.035.868.085.575.9725.7717.8526.9936.9241.7816.6819.7672.1419.702.569.066.087.845.105.9725.8883.92235.3550.808.5359.41163.505.42514.05117.64861.6000.8441.89473.7383292.339743327962127501434673436.7854.6603.3217.9050.19727.64128.691336939.2551374.19.0097.676696.99629.00911.854189.01914.948324.107301.2636.74917.25516.6015.144339.104320.00414.9528.6106.6706.18612.55212.0817.2638.8537.8187.0854.3705.5712.5720.2290.9872.3762.0731.4860.1591873.17157.28951.266866.703363516.063515.08494531.861041104.566487.67195571.481302.290.580263.28058.672.631.093.66448530695358862273.1258.8325.6114.47152.7978.128180.8255395.3604713838.081533109.8730.876.150117.3527.8836.8641.5616.9220.2173.3320.102.629.365.878.135.165.9725.6117.6327.0136.6641.3815.9519.2273.1719.722.469.365.708.365.415.9925.4282.85935.2590.818.4158.99963.265.40714.16517.63662.7490.8441.89474.2159392.239712527789927377634710637.0255.5093.5067.9249.95329.69028.604335539.6881326.78.2287.413685.58229.24611.714186.23414.783318.708302.1186.70617.40916.5685.105335.746318.78715.1998.5406.7026.21612.70412.3787.3578.9127.9777.1224.3535.6112.5610.2441.0062.4272.0811.5070.160OpenBenchmarking.org

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: NVIDIA OptiXKubuntu 18.04Kubuntu 20.10Kubuntu 21.04 DevKubuntu 20.04400800120016002000SE +/- 1.62, N = 3SE +/- 0.97, N = 3SE +/- 1.63, N = 3SE +/- 1.41, N = 31858.371870.681873.171875.04
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: Barbershop - Compute: NVIDIA OptiXKubuntu 18.04Kubuntu 20.10Kubuntu 21.04 DevKubuntu 20.0430060090012001500Min: 1855.38 / Avg: 1858.37 / Max: 1860.93Min: 1868.74 / Avg: 1870.68 / Max: 1871.71Min: 1870.78 / Avg: 1873.17 / Max: 1876.28Min: 1872.52 / Avg: 1875.04 / Max: 1877.4

Selenium

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

OpenBenchmarking.orgScore, More Is BetterSeleniumBenchmark: MotionMark - Browser: FirefoxKubuntu 20.04Kubuntu 18.04Kubuntu 20.10Kubuntu 21.04 Dev4080120160200SE +/- 5.51, N = 9SE +/- 5.06, N = 9SE +/- 3.29, N = 9SE +/- 6.28, N = 9158.96158.94157.49157.281. Kubuntu 20.04: firefox 84.0.22. Kubuntu 18.04: firefox 84.0.23. Kubuntu 20.10: firefox 84.0.24. Kubuntu 21.04 Dev: firefox 85.0
OpenBenchmarking.orgScore, More Is BetterSeleniumBenchmark: MotionMark - Browser: FirefoxKubuntu 20.04Kubuntu 18.04Kubuntu 20.10Kubuntu 21.04 Dev306090120150Min: 133.78 / Avg: 158.96 / Max: 190.28Min: 133.64 / Avg: 158.94 / Max: 186.65Min: 142.55 / Avg: 157.49 / Max: 176.84Min: 127.92 / Avg: 157.28 / Max: 183.181. Kubuntu 20.04: firefox 84.0.22. Kubuntu 18.04: firefox 84.0.23. Kubuntu 20.10: firefox 84.0.24. Kubuntu 21.04 Dev: firefox 85.0

WebP2 Image Encode

This is a test of Google's libwebp2 library with the WebP2 image encode utility and using a sample 6000x4000 pixel JPEG image as the input, similar to the WebP/libwebp test profile. WebP2 is currently experimental and under heavy development as ultimately the successor to WebP. WebP2 supports 10-bit HDR, more efficienct lossy compression, improved lossless compression, animation support, and full multi-threading support compared to WebP. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterWebP2 Image Encode 20210126Encode Settings: Quality 95, Compression Effort 7Kubuntu 18.04Kubuntu 20.10Kubuntu 21.04 DevKubuntu 20.042004006008001000SE +/- 0.94, N = 3SE +/- 3.50, N = 3SE +/- 1.60, N = 3SE +/- 1.08, N = 3920.49949.22951.27972.60-lGL-lOpenGL -lGLX-lOpenGL -lGLX-lOpenGL -lGLX1. (CXX) g++ options: -msse4.2 -fno-rtti -O3 -rdynamic -lGLU -lglut -lXmu -lXi -lpthread -ljpeg
OpenBenchmarking.orgSeconds, Fewer Is BetterWebP2 Image Encode 20210126Encode Settings: Quality 95, Compression Effort 7Kubuntu 18.04Kubuntu 20.10Kubuntu 21.04 DevKubuntu 20.042004006008001000Min: 919 / Avg: 920.49 / Max: 922.22Min: 942.34 / Avg: 949.22 / Max: 953.77Min: 948.3 / Avg: 951.27 / Max: 953.78Min: 970.76 / Avg: 972.6 / Max: 974.521. (CXX) g++ options: -msse4.2 -fno-rtti -O3 -rdynamic -lGLU -lglut -lXmu -lXi -lpthread -ljpeg

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: EmilyKubuntu 21.04 DevKubuntu 18.04Kubuntu 20.04Kubuntu 20.102004006008001000866.70869.31871.12872.70

YafaRay

YafaRay is an open-source physically based montecarlo ray-tracing engine. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterYafaRay 3.4.1Total Time For Sample SceneKubuntu 20.10Kubuntu 20.04Kubuntu 18.0470140210280350SE +/- 0.28, N = 3SE +/- 4.04, N = 9SE +/- 1.55, N = 3320.60327.36334.29-lpthread-lpthread-lboost_system -lboost_filesystem -lboost_locale1. (CXX) g++ options: -std=c++11 -O3 -ffast-math -rdynamic -ldl -lImath -lIlmImf -lIex -lHalf -lz -lIlmThread -lxml2 -lfreetype
OpenBenchmarking.orgSeconds, Fewer Is BetterYafaRay 3.4.1Total Time For Sample SceneKubuntu 20.10Kubuntu 20.04Kubuntu 18.0460120180240300Min: 320.1 / Avg: 320.6 / Max: 321.06Min: 320.23 / Avg: 327.36 / Max: 358.68Min: 331.2 / Avg: 334.29 / Max: 336.081. (CXX) g++ options: -std=c++11 -O3 -ffast-math -rdynamic -ldl -lImath -lIlmImf -lIex -lHalf -lz -lIlmThread -lxml2 -lfreetype

WebP2 Image Encode

This is a test of Google's libwebp2 library with the WebP2 image encode utility and using a sample 6000x4000 pixel JPEG image as the input, similar to the WebP/libwebp test profile. WebP2 is currently experimental and under heavy development as ultimately the successor to WebP. WebP2 supports 10-bit HDR, more efficienct lossy compression, improved lossless compression, animation support, and full multi-threading support compared to WebP. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterWebP2 Image Encode 20210126Encode Settings: Quality 75, Compression Effort 7Kubuntu 18.04Kubuntu 20.10Kubuntu 21.04 DevKubuntu 20.04120240360480600SE +/- 0.29, N = 3SE +/- 0.59, N = 3SE +/- 0.83, N = 3SE +/- 1.75, N = 3505.11515.46516.06532.89-lGL-lOpenGL -lGLX-lOpenGL -lGLX-lOpenGL -lGLX1. (CXX) g++ options: -msse4.2 -fno-rtti -O3 -rdynamic -lGLU -lglut -lXmu -lXi -lpthread -ljpeg
OpenBenchmarking.orgSeconds, Fewer Is BetterWebP2 Image Encode 20210126Encode Settings: Quality 75, Compression Effort 7Kubuntu 18.04Kubuntu 20.10Kubuntu 21.04 DevKubuntu 20.0490180270360450Min: 504.53 / Avg: 505.11 / Max: 505.4Min: 514.31 / Avg: 515.46 / Max: 516.25Min: 514.41 / Avg: 516.06 / Max: 516.94Min: 529.88 / Avg: 532.89 / Max: 535.931. (CXX) g++ options: -msse4.2 -fno-rtti -O3 -rdynamic -lGLU -lglut -lXmu -lXi -lpthread -ljpeg

ASTC Encoder

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

OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 2.0Preset: ExhaustiveKubuntu 18.04Kubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04110220330440550SE +/- 0.66, N = 3SE +/- 0.53, N = 3SE +/- 0.33, N = 3SE +/- 1.22, N = 3499.82515.08515.49518.881. (CXX) g++ options: -std=c++14 -fvisibility=hidden -O3 -flto -mfpmath=sse -mavx2 -mpopcnt -lpthread
OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 2.0Preset: ExhaustiveKubuntu 18.04Kubuntu 21.04 DevKubuntu 20.10Kubuntu 20.0490180270360450Min: 498.51 / Avg: 499.82 / Max: 500.64Min: 514.2 / Avg: 515.08 / Max: 516.03Min: 514.84 / Avg: 515.49 / Max: 515.9Min: 517.13 / Avg: 518.88 / Max: 521.221. (CXX) g++ options: -std=c++14 -fvisibility=hidden -O3 -flto -mfpmath=sse -mavx2 -mpopcnt -lpthread

RedShift Demo

This is a test of MAXON's RedShift demo build that currently requires NVIDIA GPU acceleration. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterRedShift Demo 3.0Kubuntu 18.04Kubuntu 20.10Kubuntu 21.04 DevKubuntu 20.04110220330440550SE +/- 0.33, N = 3SE +/- 0.33, N = 3490493494495
OpenBenchmarking.orgSeconds, Fewer Is BetterRedShift Demo 3.0Kubuntu 18.04Kubuntu 20.10Kubuntu 21.04 DevKubuntu 20.0490180270360450Min: 493 / Avg: 493.67 / Max: 494Min: 494 / Avg: 494.67 / Max: 495

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 MaterialKubuntu 21.04 DevKubuntu 18.04Kubuntu 20.04Kubuntu 20.10120240360480600531.86534.83542.05542.45

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 TimesKubuntu 21.04 DevKubuntu 20.04Kubuntu 18.04Kubuntu 20.10306090120150SE +/- 0.36, N = 3SE +/- 1.03, N = 15SE +/- 0.56, N = 3SE +/- 1.02, N = 15104.57114.66116.02116.651. Kubuntu 20.04: Version 2.4.5, Copyright (c) 2008-2019, David Tschumperle.2. Kubuntu 18.04: Version 2.8.43. Kubuntu 20.10: Version 2.4.5, Copyright (c) 2008-2019, David Tschumperle.
OpenBenchmarking.orgSeconds, Fewer Is BetterG'MICTest: 2D Function Plotting, 1000 TimesKubuntu 21.04 DevKubuntu 20.04Kubuntu 18.04Kubuntu 20.1020406080100Min: 103.91 / Avg: 104.57 / Max: 105.14Min: 109.56 / Avg: 114.66 / Max: 119.79Min: 114.95 / Avg: 116.02 / Max: 116.86Min: 110.92 / Avg: 116.65 / Max: 122.031. Kubuntu 20.04: Version 2.4.5, Copyright (c) 2008-2019, David Tschumperle.2. Kubuntu 18.04: Version 2.8.43. Kubuntu 20.10: Version 2.4.5, Copyright (c) 2008-2019, David Tschumperle.

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 TesterKubuntu 21.04 DevKubuntu 18.04Kubuntu 20.10Kubuntu 20.04110220330440550487.67492.64494.59500.91

Selenium

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

OpenBenchmarking.orgScore, More Is BetterSeleniumBenchmark: Jetstream 2 - Browser: FirefoxKubuntu 21.04 DevKubuntu 20.04Kubuntu 20.10Kubuntu 18.041632486480SE +/- 0.58, N = 3SE +/- 0.76, N = 3SE +/- 0.94, N = 3SE +/- 0.22, N = 371.4869.8469.2069.201. Kubuntu 21.04 Dev: firefox 85.02. Kubuntu 20.04: firefox 84.0.23. Kubuntu 20.10: firefox 84.0.24. Kubuntu 18.04: firefox 84.0.2
OpenBenchmarking.orgScore, More Is BetterSeleniumBenchmark: Jetstream 2 - Browser: FirefoxKubuntu 21.04 DevKubuntu 20.04Kubuntu 20.10Kubuntu 18.041428425670Min: 70.6 / Avg: 71.48 / Max: 72.56Min: 68.94 / Avg: 69.84 / Max: 71.35Min: 67.8 / Avg: 69.2 / Max: 70.99Min: 68.78 / Avg: 69.19 / Max: 69.531. Kubuntu 21.04 Dev: firefox 85.02. Kubuntu 20.04: firefox 84.0.23. Kubuntu 20.10: firefox 84.0.24. Kubuntu 18.04: firefox 84.0.2

OpenFOAM

OpenFOAM is the leading free, open source software for computational fluid dynamics (CFD). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenFOAM 8Input: Motorbike 30MKubuntu 18.04Kubuntu 21.04 DevKubuntu 20.04Kubuntu 20.1070140210280350SE +/- 0.13, N = 3SE +/- 0.18, N = 3SE +/- 0.10, N = 3SE +/- 0.68, N = 3276.49302.29303.46303.90-ldynamicMesh-lfoamToVTK -ldynamicMesh -llagrangian -lfileFormats-ldynamicMesh-lspecie -lfiniteVolume -lfvOptions -lmeshTools -lsampling1. (CXX) g++ options: -std=c++11 -m64 -O3 -ftemplate-depth-100 -fPIC -fuse-ld=bfd -Xlinker --add-needed --no-as-needed -lgenericPatchFields -lOpenFOAM -ldl -lm
OpenBenchmarking.orgSeconds, Fewer Is BetterOpenFOAM 8Input: Motorbike 30MKubuntu 18.04Kubuntu 21.04 DevKubuntu 20.04Kubuntu 20.1050100150200250Min: 276.36 / Avg: 276.49 / Max: 276.74Min: 302.09 / Avg: 302.29 / Max: 302.65Min: 303.32 / Avg: 303.46 / Max: 303.65Min: 303.07 / Avg: 303.9 / Max: 305.251. (CXX) g++ options: -std=c++11 -m64 -O3 -ftemplate-depth-100 -fPIC -fuse-ld=bfd -Xlinker --add-needed --no-as-needed -lgenericPatchFields -lOpenFOAM -ldl -lm

GROMACS

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

OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2020.3Water BenchmarkKubuntu 18.04Kubuntu 20.04Kubuntu 21.04 DevKubuntu 20.100.13390.26780.40170.53560.6695SE +/- 0.001, N = 3SE +/- 0.001, N = 3SE +/- 0.003, N = 3SE +/- 0.002, N = 30.5950.5830.5800.5791. (CXX) g++ options: -O3 -pthread -lrt -lpthread -lm
OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2020.3Water BenchmarkKubuntu 18.04Kubuntu 20.04Kubuntu 21.04 DevKubuntu 20.10246810Min: 0.59 / Avg: 0.6 / Max: 0.6Min: 0.58 / Avg: 0.58 / Max: 0.59Min: 0.58 / Avg: 0.58 / Max: 0.58Min: 0.58 / Avg: 0.58 / Max: 0.581. (CXX) g++ options: -O3 -pthread -lrt -lpthread -lm

Build2

This test profile measures the time to bootstrap/install the build2 C++ build toolchain from source. Build2 is a cross-platform build toolchain for C/C++ code and features Cargo-like features. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterBuild2 0.13Time To CompileKubuntu 18.04Kubuntu 20.04Kubuntu 21.04 DevKubuntu 20.1060120180240300SE +/- 0.94, N = 3SE +/- 0.60, N = 3SE +/- 0.35, N = 3SE +/- 0.33, N = 3201.34239.01263.28290.93
OpenBenchmarking.orgSeconds, Fewer Is BetterBuild2 0.13Time To CompileKubuntu 18.04Kubuntu 20.04Kubuntu 21.04 DevKubuntu 20.1050100150200250Min: 199.5 / Avg: 201.34 / Max: 202.63Min: 237.83 / Avg: 239.01 / Max: 239.78Min: 262.81 / Avg: 263.28 / Max: 263.96Min: 290.29 / Avg: 290.93 / Max: 291.41

Selenium

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

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: ARES-6 - Browser: FirefoxKubuntu 21.04 DevKubuntu 18.04Kubuntu 20.10Kubuntu 20.041326395265SE +/- 0.18, N = 3SE +/- 0.13, N = 3SE +/- 0.39, N = 3SE +/- 0.10, N = 358.6759.0359.2559.281. Kubuntu 21.04 Dev: firefox 85.02. Kubuntu 18.04: firefox 84.0.23. Kubuntu 20.10: firefox 84.0.24. Kubuntu 20.04: firefox 84.0.2
OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: ARES-6 - Browser: FirefoxKubuntu 21.04 DevKubuntu 18.04Kubuntu 20.10Kubuntu 20.041224364860Min: 58.32 / Avg: 58.67 / Max: 58.92Min: 58.78 / Avg: 59.03 / Max: 59.22Min: 58.46 / Avg: 59.25 / Max: 59.68Min: 59.1 / Avg: 59.28 / Max: 59.441. Kubuntu 21.04 Dev: firefox 85.02. Kubuntu 18.04: firefox 84.0.23. Kubuntu 20.10: firefox 84.0.24. Kubuntu 20.04: firefox 84.0.2

LuxCoreRender OpenCL

LuxCoreRender is an open-source physically based renderer. This test profile is focused on running LuxCoreRender on OpenCL accelerators/GPUs. The alternative luxcorerender test profile is for CPU execution due to a difference in tests, etc. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender OpenCL 2.3Scene: LuxCore BenchmarkKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.040.59181.18361.77542.36722.959SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.06, N = 12SE +/- 0.05, N = 122.632.612.552.53MIN: 0.2 / MAX: 3.09MIN: 0.21 / MAX: 3.08MIN: 0.11 / MAX: 3.09MIN: 0.1 / MAX: 3.05
OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender OpenCL 2.3Scene: LuxCore BenchmarkKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.04246810Min: 2.62 / Avg: 2.63 / Max: 2.64Min: 2.59 / Avg: 2.61 / Max: 2.63Min: 1.91 / Avg: 2.55 / Max: 2.64Min: 1.94 / Avg: 2.53 / Max: 2.62

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender OpenCL 2.3Scene: FoodKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.040.24530.49060.73590.98121.2265SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 12SE +/- 0.03, N = 121.091.091.061.03MIN: 0.19 / MAX: 1.35MIN: 0.19 / MAX: 1.35MIN: 0.1 / MAX: 1.35MIN: 0.11 / MAX: 1.32
OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender OpenCL 2.3Scene: FoodKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.04246810Min: 1.08 / Avg: 1.09 / Max: 1.09Min: 1.09 / Avg: 1.09 / Max: 1.1Min: 0.7 / Avg: 1.06 / Max: 1.11Min: 0.7 / Avg: 1.03 / Max: 1.1

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 AtomsKubuntu 20.04Kubuntu 18.04Kubuntu 21.04 DevKubuntu 20.100.8261.6522.4783.3044.13SE +/- 0.00978, N = 3SE +/- 0.00207, N = 3SE +/- 0.00521, N = 3SE +/- 0.00729, N = 33.575063.580343.664483.67104
OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD 2.14ATPase Simulation - 327,506 AtomsKubuntu 20.04Kubuntu 18.04Kubuntu 21.04 DevKubuntu 20.10246810Min: 3.56 / Avg: 3.58 / Max: 3.59Min: 3.58 / Avg: 3.58 / Max: 3.58Min: 3.66 / Avg: 3.66 / Max: 3.67Min: 3.66 / Avg: 3.67 / Max: 3.69

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 V2Kubuntu 21.04 DevKubuntu 18.04Kubuntu 20.10Kubuntu 20.041.2M2.4M3.6M4.8M6MSE +/- 35712.27, N = 3SE +/- 14060.47, N = 3SE +/- 13129.24, N = 3SE +/- 18982.52, N = 35306953531761053265675388070
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception ResNet V2Kubuntu 21.04 DevKubuntu 18.04Kubuntu 20.10Kubuntu 20.04900K1800K2700K3600K4500KMin: 5235820 / Avg: 5306953.33 / Max: 5348100Min: 5289490 / Avg: 5317610 / Max: 5331870Min: 5300400 / Avg: 5326566.67 / Max: 5341550Min: 5351740 / Avg: 5388070 / Max: 5415780

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception V4Kubuntu 18.04Kubuntu 20.10Kubuntu 21.04 DevKubuntu 20.041.3M2.6M3.9M5.2M6.5MSE +/- 18581.09, N = 3SE +/- 16560.34, N = 3SE +/- 21795.17, N = 3SE +/- 28501.47, N = 35876820588367758862275948167
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception V4Kubuntu 18.04Kubuntu 20.10Kubuntu 21.04 DevKubuntu 20.041000K2000K3000K4000K5000KMin: 5839710 / Avg: 5876820 / Max: 5897080Min: 5850980 / Avg: 5883676.67 / Max: 5904600Min: 5843840 / Avg: 5886226.67 / Max: 5916230Min: 5907260 / Avg: 5948166.67 / Max: 6003000

LuxCoreRender OpenCL

LuxCoreRender is an open-source physically based renderer. This test profile is focused on running LuxCoreRender on OpenCL accelerators/GPUs. The alternative luxcorerender test profile is for CPU execution due to a difference in tests, etc. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender OpenCL 2.3Scene: DLSCKubuntu 21.04 DevKubuntu 20.10Kubuntu 18.04Kubuntu 20.040.7021.4042.1062.8083.51SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.07, N = 12SE +/- 0.07, N = 123.123.123.053.04MIN: 2.81 / MAX: 3.21MIN: 2.84 / MAX: 3.22MIN: 0.78 / MAX: 3.22MIN: 0.76 / MAX: 3.22
OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender OpenCL 2.3Scene: DLSCKubuntu 21.04 DevKubuntu 20.10Kubuntu 18.04Kubuntu 20.04246810Min: 3.11 / Avg: 3.12 / Max: 3.12Min: 3.11 / Avg: 3.12 / Max: 3.12Min: 2.29 / Avg: 3.05 / Max: 3.13Min: 2.26 / Avg: 3.04 / Max: 3.12

Mobile Neural Network

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

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.1.1Model: inception-v3Kubuntu 20.10Kubuntu 21.04 DevKubuntu 18.04Kubuntu 20.041428425670SE +/- 0.08, N = 3SE +/- 0.25, N = 3SE +/- 0.23, N = 3SE +/- 0.16, N = 358.7058.8359.9862.31MIN: 57.24 / MAX: 78.28MIN: 52.75 / MAX: 159.06MIN: 53.07 / MAX: 145.34MIN: 59.92 / MAX: 111.941. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.1.1Model: inception-v3Kubuntu 20.10Kubuntu 21.04 DevKubuntu 18.04Kubuntu 20.041224364860Min: 58.6 / Avg: 58.7 / Max: 58.86Min: 58.35 / Avg: 58.83 / Max: 59.2Min: 59.72 / Avg: 59.98 / Max: 60.44Min: 61.99 / Avg: 62.31 / Max: 62.531. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.1.1Model: mobilenet-v1-1.0Kubuntu 18.04Kubuntu 21.04 DevKubuntu 20.10Kubuntu 20.041.30322.60643.90965.21286.516SE +/- 0.204, N = 3SE +/- 0.004, N = 3SE +/- 0.014, N = 3SE +/- 0.022, N = 34.9035.6115.6205.792MIN: 4.18 / MAX: 23.93MIN: 5.32 / MAX: 7.1MIN: 5.46 / MAX: 12.18MIN: 5.56 / MAX: 19.761. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.1.1Model: mobilenet-v1-1.0Kubuntu 18.04Kubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04246810Min: 4.5 / Avg: 4.9 / Max: 5.17Min: 5.61 / Avg: 5.61 / Max: 5.62Min: 5.6 / Avg: 5.62 / Max: 5.64Min: 5.76 / Avg: 5.79 / Max: 5.831. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.1.1Model: MobileNetV2_224Kubuntu 20.10Kubuntu 21.04 DevKubuntu 20.04Kubuntu 18.041.0352.073.1054.145.175SE +/- 0.003, N = 3SE +/- 0.010, N = 3SE +/- 0.049, N = 3SE +/- 0.012, N = 34.4084.4714.5754.600MIN: 4.13 / MAX: 11.39MIN: 4.19 / MAX: 16.54MIN: 4.27 / MAX: 17.5MIN: 4.25 / MAX: 14.561. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.1.1Model: MobileNetV2_224Kubuntu 20.10Kubuntu 21.04 DevKubuntu 20.04Kubuntu 18.04246810Min: 4.4 / Avg: 4.41 / Max: 4.41Min: 4.46 / Avg: 4.47 / Max: 4.49Min: 4.5 / Avg: 4.58 / Max: 4.67Min: 4.58 / Avg: 4.6 / Max: 4.621. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.1.1Model: resnet-v2-50Kubuntu 20.10Kubuntu 21.04 DevKubuntu 18.04Kubuntu 20.041326395265SE +/- 0.22, N = 3SE +/- 0.10, N = 3SE +/- 0.54, N = 3SE +/- 0.13, N = 352.6952.8052.9356.88MIN: 40.27 / MAX: 113.92MIN: 40.75 / MAX: 149.18MIN: 40.85 / MAX: 115.69MIN: 55.86 / MAX: 76.951. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.1.1Model: resnet-v2-50Kubuntu 20.10Kubuntu 21.04 DevKubuntu 18.04Kubuntu 20.041122334455Min: 52.27 / Avg: 52.69 / Max: 53.02Min: 52.61 / Avg: 52.8 / Max: 52.92Min: 51.86 / Avg: 52.93 / Max: 53.56Min: 56.67 / Avg: 56.88 / Max: 57.111. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.1.1Model: SqueezeNetV1.0Kubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.04246810SE +/- 0.020, N = 3SE +/- 0.052, N = 3SE +/- 0.018, N = 3SE +/- 0.058, N = 38.1288.1818.2958.370MIN: 7.71 / MAX: 9.79MIN: 7.69 / MAX: 9.11MIN: 7.93 / MAX: 14.46MIN: 7.85 / MAX: 27.531. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.1.1Model: SqueezeNetV1.0Kubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.043691215Min: 8.1 / Avg: 8.13 / Max: 8.17Min: 8.1 / Avg: 8.18 / Max: 8.27Min: 8.28 / Avg: 8.3 / Max: 8.33Min: 8.26 / Avg: 8.37 / Max: 8.461. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

OctaneBench

OctaneBench is a test of the OctaneRender on the GPU and requires the use of NVIDIA CUDA. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgScore, More Is BetterOctaneBench 2020.1Total ScoreKubuntu 20.10Kubuntu 21.04 DevKubuntu 18.04Kubuntu 20.044080120160200181.01180.83180.68179.88

Embree

Intel Embree is a collection of high-performance ray-tracing kernels for execution on CPUs. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.9.0Binary: Pathtracer - Model: CrownKubuntu 20.10Kubuntu 21.04 DevKubuntu 18.04Kubuntu 20.041.21392.42783.64174.85566.0695SE +/- 0.0740, N = 3SE +/- 0.0523, N = 6SE +/- 0.0547, N = 3SE +/- 0.0509, N = 35.39525.36045.33105.2722MIN: 5.14 / MAX: 7.16MIN: 5.11 / MAX: 7.19MIN: 4.97 / MAX: 6.96MIN: 5.1 / MAX: 7.08
OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.9.0Binary: Pathtracer - Model: CrownKubuntu 20.10Kubuntu 21.04 DevKubuntu 18.04Kubuntu 20.04246810Min: 5.32 / Avg: 5.4 / Max: 5.54Min: 5.27 / Avg: 5.36 / Max: 5.62Min: 5.24 / Avg: 5.33 / Max: 5.43Min: 5.21 / Avg: 5.27 / Max: 5.37

Chaos Group V-RAY

This is a test of Chaos Group's V-RAY benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgKsamples, More Is BetterChaos Group V-RAY 4.10.07Mode: CPUKubuntu 21.04 DevKubuntu 20.10Kubuntu 18.04Kubuntu 20.0415003000450060007500SE +/- 79.21, N = 4SE +/- 87.02, N = 3SE +/- 54.12, N = 137138712270796870
OpenBenchmarking.orgKsamples, More Is BetterChaos Group V-RAY 4.10.07Mode: CPUKubuntu 21.04 DevKubuntu 20.10Kubuntu 18.04Kubuntu 20.0412002400360048006000Min: 7019 / Avg: 7138 / Max: 7370Min: 7019 / Avg: 7122 / Max: 7295Min: 6919 / Avg: 7079.15 / Max: 7693

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: NVIDIA OptiXKubuntu 20.10Kubuntu 21.04 DevKubuntu 20.04Kubuntu 18.041020304050SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 3.64, N = 15SE +/- 3.75, N = 1537.9938.0841.6842.76
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: BMW27 - Compute: NVIDIA OptiXKubuntu 20.10Kubuntu 21.04 DevKubuntu 20.04Kubuntu 18.04918273645Min: 37.94 / Avg: 37.99 / Max: 38.01Min: 38.03 / Avg: 38.08 / Max: 38.11Min: 37.95 / Avg: 41.68 / Max: 92.67Min: 38.84 / Avg: 42.76 / Max: 95.29

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 1080Kubuntu 20.10Kubuntu 18.04Kubuntu 20.04Kubuntu 21.04 Dev140028004200560070006330632962631533

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: YesKubuntu 18.04Kubuntu 21.04 DevKubuntu 20.10Kubuntu 20.0420406080100SE +/- 0.21, N = 3SE +/- 0.35, N = 3SE +/- 0.18, N = 3SE +/- 0.23, N = 3109.83109.87109.95110.25
OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: YesKubuntu 18.04Kubuntu 21.04 DevKubuntu 20.10Kubuntu 20.0420406080100Min: 109.42 / Avg: 109.83 / Max: 110.14Min: 109.23 / Avg: 109.87 / Max: 110.45Min: 109.58 / Avg: 109.95 / Max: 110.14Min: 109.81 / Avg: 110.25 / Max: 110.6

LuxCoreRender

LuxCoreRender is an open-source physically based renderer. This test profile is focused on running LuxCoreRender on the CPU as opposed to the OpenCL version. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.3Scene: Rainbow Colors and PrismKubuntu 21.04 DevKubuntu 20.10Kubuntu 18.04Kubuntu 20.040.19580.39160.58740.78320.979SE +/- 0.01, N = 9SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 60.870.860.860.82MIN: 0.8 / MAX: 1.13MIN: 0.79 / MAX: 1.12MIN: 0.79 / MAX: 1.11MIN: 0.77 / MAX: 1.1
OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.3Scene: Rainbow Colors and PrismKubuntu 21.04 DevKubuntu 20.10Kubuntu 18.04Kubuntu 20.04246810Min: 0.85 / Avg: 0.87 / Max: 0.92Min: 0.85 / Avg: 0.86 / Max: 0.88Min: 0.85 / Avg: 0.86 / Max: 0.88Min: 0.8 / Avg: 0.82 / Max: 0.85

Embree

Intel Embree is a collection of high-performance ray-tracing kernels for execution on CPUs. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.9.0Binary: Pathtracer ISPC - Model: CrownKubuntu 21.04 DevKubuntu 20.10Kubuntu 18.04Kubuntu 20.04246810SE +/- 0.0423, N = 3SE +/- 0.0293, N = 3SE +/- 0.0325, N = 3SE +/- 0.0444, N = 36.15016.14546.10106.0393MIN: 5.93 / MAX: 8.22MIN: 5.91 / MAX: 8.2MIN: 5.91 / MAX: 8.04MIN: 5.89 / MAX: 8.03
OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.9.0Binary: Pathtracer ISPC - Model: CrownKubuntu 21.04 DevKubuntu 20.10Kubuntu 18.04Kubuntu 20.04246810Min: 6.1 / Avg: 6.15 / Max: 6.23Min: 6.11 / Avg: 6.15 / Max: 6.2Min: 6.04 / Avg: 6.1 / Max: 6.15Min: 5.98 / Avg: 6.04 / Max: 6.12

OCRMyPDF

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

OpenBenchmarking.orgSeconds, Fewer Is BetterOCRMyPDF 6.1.2Processing 60 Page PDF DocumentKubuntu 18.041326395265SE +/- 0.60, N = 556.45

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 20201218Target: CPU - Model: regnety_400mKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.04510152025SE +/- 1.01, N = 3SE +/- 0.93, N = 3SE +/- 0.14, N = 3SE +/- 0.45, N = 317.3517.5818.9019.18MIN: 15.19 / MAX: 22.91MIN: 15.57 / MAX: 53.38MIN: 17.11 / MAX: 88.58MIN: 17.15 / MAX: 52.741. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: regnety_400mKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.04510152025Min: 15.32 / Avg: 17.35 / Max: 18.44Min: 15.72 / Avg: 17.58 / Max: 18.57Min: 18.62 / Avg: 18.9 / Max: 19.09Min: 18.36 / Avg: 19.18 / Max: 19.91. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: squeezenet_ssdKubuntu 18.04Kubuntu 20.10Kubuntu 20.04Kubuntu 21.04 Dev714212835SE +/- 0.25, N = 3SE +/- 0.08, N = 3SE +/- 0.44, N = 3SE +/- 0.07, N = 326.5826.9727.5527.88MIN: 24.18 / MAX: 63.71MIN: 25.32 / MAX: 68.04MIN: 25.28 / MAX: 116.98MIN: 25.38 / MAX: 93.351. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: squeezenet_ssdKubuntu 18.04Kubuntu 20.10Kubuntu 20.04Kubuntu 21.04 Dev612182430Min: 26.17 / Avg: 26.58 / Max: 27.02Min: 26.88 / Avg: 26.97 / Max: 27.12Min: 26.91 / Avg: 27.55 / Max: 28.39Min: 27.79 / Avg: 27.88 / Max: 28.021. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: yolov4-tinyKubuntu 21.04 DevKubuntu 18.04Kubuntu 20.04Kubuntu 20.10918273645SE +/- 0.34, N = 3SE +/- 0.39, N = 3SE +/- 0.90, N = 3SE +/- 0.66, N = 336.8637.3637.5237.86MIN: 33.62 / MAX: 166.93MIN: 34.4 / MAX: 92.29MIN: 34.12 / MAX: 88.4MIN: 35.44 / MAX: 91.711. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: yolov4-tinyKubuntu 21.04 DevKubuntu 18.04Kubuntu 20.04Kubuntu 20.10816243240Min: 36.43 / Avg: 36.86 / Max: 37.52Min: 36.6 / Avg: 37.36 / Max: 37.88Min: 35.97 / Avg: 37.52 / Max: 39.08Min: 37.07 / Avg: 37.86 / Max: 39.161. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: resnet50Kubuntu 20.04Kubuntu 21.04 DevKubuntu 20.10Kubuntu 18.041020304050SE +/- 0.14, N = 3SE +/- 0.35, N = 3SE +/- 0.03, N = 3SE +/- 0.28, N = 341.1241.5641.7442.75MIN: 37.74 / MAX: 138.61MIN: 37.13 / MAX: 223.89MIN: 38.14 / MAX: 96.83MIN: 38.77 / MAX: 105.071. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: resnet50Kubuntu 20.04Kubuntu 21.04 DevKubuntu 20.10Kubuntu 18.04918273645Min: 40.84 / Avg: 41.12 / Max: 41.3Min: 40.99 / Avg: 41.56 / Max: 42.21Min: 41.68 / Avg: 41.74 / Max: 41.77Min: 42.35 / Avg: 42.75 / Max: 43.291. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: alexnetKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.0448121620SE +/- 0.23, N = 3SE +/- 0.20, N = 3SE +/- 0.01, N = 3SE +/- 0.27, N = 316.9216.9517.0817.60MIN: 15.23 / MAX: 66.38MIN: 14.95 / MAX: 44.85MIN: 15.26 / MAX: 40.84MIN: 15.7 / MAX: 44.891. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: alexnetKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.0448121620Min: 16.56 / Avg: 16.92 / Max: 17.35Min: 16.57 / Avg: 16.95 / Max: 17.22Min: 17.06 / Avg: 17.08 / Max: 17.11Min: 17.1 / Avg: 17.6 / Max: 18.031. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: resnet18Kubuntu 20.10Kubuntu 21.04 DevKubuntu 20.04Kubuntu 18.04510152025SE +/- 0.29, N = 3SE +/- 0.18, N = 3SE +/- 0.03, N = 3SE +/- 0.16, N = 320.0420.2120.7321.24MIN: 17.05 / MAX: 50.22MIN: 17.07 / MAX: 125.96MIN: 18.59 / MAX: 99.57MIN: 18.96 / MAX: 49.181. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: resnet18Kubuntu 20.10Kubuntu 21.04 DevKubuntu 20.04Kubuntu 18.04510152025Min: 19.47 / Avg: 20.04 / Max: 20.37Min: 19.89 / Avg: 20.21 / Max: 20.5Min: 20.68 / Avg: 20.73 / Max: 20.77Min: 20.94 / Avg: 21.24 / Max: 21.471. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: vgg16Kubuntu 20.10Kubuntu 20.04Kubuntu 21.04 DevKubuntu 18.0420406080100SE +/- 0.07, N = 3SE +/- 0.23, N = 3SE +/- 0.32, N = 3SE +/- 0.71, N = 371.8972.9473.3377.65MIN: 70.8 / MAX: 134.06MIN: 70.1 / MAX: 176.36MIN: 69.71 / MAX: 244.66MIN: 72.17 / MAX: 161.011. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: vgg16Kubuntu 20.10Kubuntu 20.04Kubuntu 21.04 DevKubuntu 18.041530456075Min: 71.75 / Avg: 71.89 / Max: 71.97Min: 72.69 / Avg: 72.94 / Max: 73.4Min: 72.71 / Avg: 73.33 / Max: 73.81Min: 76.23 / Avg: 77.65 / Max: 78.481. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: googlenetKubuntu 20.10Kubuntu 21.04 DevKubuntu 20.04Kubuntu 18.04510152025SE +/- 1.31, N = 3SE +/- 1.45, N = 3SE +/- 0.14, N = 3SE +/- 0.20, N = 319.7220.1021.2721.36MIN: 16.89 / MAX: 92.09MIN: 17 / MAX: 94.31MIN: 19.01 / MAX: 110.42MIN: 19.08 / MAX: 52.511. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: googlenetKubuntu 20.10Kubuntu 21.04 DevKubuntu 20.04Kubuntu 18.04510152025Min: 17.11 / Avg: 19.72 / Max: 21.22Min: 17.19 / Avg: 20.1 / Max: 21.59Min: 21.02 / Avg: 21.27 / Max: 21.51Min: 20.97 / Avg: 21.36 / Max: 21.621. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: blazefaceKubuntu 20.10Kubuntu 21.04 DevKubuntu 20.04Kubuntu 18.040.61881.23761.85642.47523.094SE +/- 0.19, N = 3SE +/- 0.26, N = 3SE +/- 0.07, N = 3SE +/- 0.20, N = 32.552.622.712.75MIN: 2.12 / MAX: 3.61MIN: 2.08 / MAX: 3.2MIN: 2.36 / MAX: 3.08MIN: 2.42 / MAX: 11.961. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: blazefaceKubuntu 20.10Kubuntu 21.04 DevKubuntu 20.04Kubuntu 18.04246810Min: 2.17 / Avg: 2.55 / Max: 2.74Min: 2.11 / Avg: 2.62 / Max: 2.88Min: 2.56 / Avg: 2.71 / Max: 2.78Min: 2.54 / Avg: 2.75 / Max: 3.151. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: efficientnet-b0Kubuntu 20.10Kubuntu 21.04 DevKubuntu 20.04Kubuntu 18.043691215SE +/- 0.53, N = 3SE +/- 0.69, N = 3SE +/- 0.09, N = 3SE +/- 0.21, N = 39.039.369.7010.24MIN: 7.89 / MAX: 11.96MIN: 7.87 / MAX: 31.44MIN: 9.39 / MAX: 14.8MIN: 9.72 / MAX: 28.781. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: efficientnet-b0Kubuntu 20.10Kubuntu 21.04 DevKubuntu 20.04Kubuntu 18.043691215Min: 7.98 / Avg: 9.03 / Max: 9.58Min: 7.98 / Avg: 9.36 / Max: 10.11Min: 9.54 / Avg: 9.7 / Max: 9.84Min: 10.01 / Avg: 10.24 / Max: 10.651. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: mnasnetKubuntu 20.10Kubuntu 21.04 DevKubuntu 18.04Kubuntu 20.04246810SE +/- 0.54, N = 3SE +/- 0.51, N = 3SE +/- 0.39, N = 3SE +/- 0.04, N = 35.865.875.906.19MIN: 4.75 / MAX: 13.71MIN: 4.74 / MAX: 13.74MIN: 4.98 / MAX: 6.69MIN: 5.81 / MAX: 12.071. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: mnasnetKubuntu 20.10Kubuntu 21.04 DevKubuntu 18.04Kubuntu 20.04246810Min: 4.81 / Avg: 5.86 / Max: 6.63Min: 4.85 / Avg: 5.87 / Max: 6.39Min: 5.12 / Avg: 5.9 / Max: 6.29Min: 6.12 / Avg: 6.19 / Max: 6.241. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: shufflenet-v2Kubuntu 20.10Kubuntu 21.04 DevKubuntu 20.04Kubuntu 18.04246810SE +/- 0.73, N = 3SE +/- 0.63, N = 3SE +/- 0.27, N = 3SE +/- 0.85, N = 38.088.138.748.81MIN: 6.55 / MAX: 34.6MIN: 6.7 / MAX: 26.74MIN: 7.76 / MAX: 63.71MIN: 6.92 / MAX: 33.841. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: shufflenet-v2Kubuntu 20.10Kubuntu 21.04 DevKubuntu 20.04Kubuntu 18.043691215Min: 6.7 / Avg: 8.08 / Max: 9.17Min: 6.88 / Avg: 8.13 / Max: 8.94Min: 8.37 / Avg: 8.74 / Max: 9.27Min: 7.1 / Avg: 8.81 / Max: 9.711. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU-v3-v3 - Model: mobilenet-v3Kubuntu 21.04 DevKubuntu 20.10Kubuntu 18.04Kubuntu 20.04246810SE +/- 0.25, N = 3SE +/- 0.41, N = 3SE +/- 0.49, N = 3SE +/- 0.17, N = 25.165.575.916.75MIN: 4.65 / MAX: 9.91MIN: 4.71 / MAX: 18.68MIN: 5.01 / MAX: 20.73MIN: 5.29 / MAX: 59.021. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU-v3-v3 - Model: mobilenet-v3Kubuntu 21.04 DevKubuntu 20.10Kubuntu 18.04Kubuntu 20.043691215Min: 4.77 / Avg: 5.16 / Max: 5.62Min: 4.82 / Avg: 5.57 / Max: 6.21Min: 5.1 / Avg: 5.91 / Max: 6.79Min: 6.58 / Avg: 6.75 / Max: 6.911. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU-v2-v2 - Model: mobilenet-v2Kubuntu 20.10Kubuntu 21.04 DevKubuntu 18.04Kubuntu 20.04246810SE +/- 0.04, N = 3SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.54, N = 35.975.976.346.46MIN: 5.77 / MAX: 9.55MIN: 5.77 / MAX: 7.43MIN: 6.15 / MAX: 7.72MIN: 5.79 / MAX: 8.591. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU-v2-v2 - Model: mobilenet-v2Kubuntu 20.10Kubuntu 21.04 DevKubuntu 18.04Kubuntu 20.043691215Min: 5.9 / Avg: 5.97 / Max: 6.01Min: 5.89 / Avg: 5.97 / Max: 6.03Min: 6.31 / Avg: 6.34 / Max: 6.39Min: 5.9 / Avg: 6.46 / Max: 7.541. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: mobilenetKubuntu 20.04Kubuntu 21.04 DevKubuntu 20.10Kubuntu 18.04612182430SE +/- 0.11, N = 3SE +/- 0.24, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 325.4225.6125.7726.35MIN: 24.59 / MAX: 35.14MIN: 24.5 / MAX: 106.07MIN: 25.1 / MAX: 26.92MIN: 25.87 / MAX: 281. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: mobilenetKubuntu 20.04Kubuntu 21.04 DevKubuntu 20.10Kubuntu 18.04612182430Min: 25.27 / Avg: 25.42 / Max: 25.64Min: 25.37 / Avg: 25.61 / Max: 26.09Min: 25.68 / Avg: 25.77 / Max: 25.82Min: 26.32 / Avg: 26.35 / Max: 26.371. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: regnety_400mKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.04510152025SE +/- 1.15, N = 3SE +/- 1.24, N = 3SE +/- 0.04, N = 3SE +/- 1.00, N = 317.6317.8518.2818.37MIN: 15.13 / MAX: 95.45MIN: 15.25 / MAX: 61.44MIN: 16.5 / MAX: 60.37MIN: 15.49 / MAX: 54.791. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: regnety_400mKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.04510152025Min: 15.35 / Avg: 17.63 / Max: 19.05Min: 15.37 / Avg: 17.85 / Max: 19.13Min: 18.2 / Avg: 18.28 / Max: 18.35Min: 16.37 / Avg: 18.37 / Max: 19.471. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: squeezenet_ssdKubuntu 20.04Kubuntu 20.10Kubuntu 21.04 DevKubuntu 18.04612182430SE +/- 0.08, N = 3SE +/- 0.01, N = 3SE +/- 0.44, N = 3SE +/- 0.33, N = 326.9826.9927.0127.12MIN: 25.24 / MAX: 119.72MIN: 25.41 / MAX: 66.24MIN: 24.75 / MAX: 194.11MIN: 24.67 / MAX: 68.771. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: squeezenet_ssdKubuntu 20.04Kubuntu 20.10Kubuntu 21.04 DevKubuntu 18.04612182430Min: 26.89 / Avg: 26.98 / Max: 27.14Min: 26.98 / Avg: 26.99 / Max: 27.02Min: 26.56 / Avg: 27.01 / Max: 27.9Min: 26.51 / Avg: 27.12 / Max: 27.661. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: yolov4-tinyKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.04918273645SE +/- 0.51, N = 3SE +/- 0.14, N = 3SE +/- 0.41, N = 3SE +/- 0.59, N = 336.6636.9237.6038.06MIN: 33.13 / MAX: 174.63MIN: 34.44 / MAX: 103.37MIN: 33.87 / MAX: 116.29MIN: 34.35 / MAX: 83.161. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: yolov4-tinyKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.04816243240Min: 35.69 / Avg: 36.66 / Max: 37.42Min: 36.74 / Avg: 36.92 / Max: 37.2Min: 36.8 / Avg: 37.6 / Max: 38.15Min: 37.05 / Avg: 38.06 / Max: 39.11. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: resnet50Kubuntu 20.04Kubuntu 21.04 DevKubuntu 20.10Kubuntu 18.041020304050SE +/- 0.14, N = 3SE +/- 0.34, N = 3SE +/- 0.06, N = 3SE +/- 0.19, N = 341.0241.3841.7842.95MIN: 38.71 / MAX: 77.82MIN: 37.2 / MAX: 234.14MIN: 38.64 / MAX: 91.45MIN: 38.94 / MAX: 90.621. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: resnet50Kubuntu 20.04Kubuntu 21.04 DevKubuntu 20.10Kubuntu 18.04918273645Min: 40.78 / Avg: 41.02 / Max: 41.27Min: 40.95 / Avg: 41.38 / Max: 42.04Min: 41.68 / Avg: 41.78 / Max: 41.9Min: 42.59 / Avg: 42.95 / Max: 43.221. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: alexnetKubuntu 21.04 DevKubuntu 20.04Kubuntu 20.10Kubuntu 18.0448121620SE +/- 0.63, N = 3SE +/- 0.25, N = 3SE +/- 0.95, N = 3SE +/- 0.40, N = 315.9516.3716.6818.11MIN: 14.53 / MAX: 40.18MIN: 15.39 / MAX: 17.17MIN: 14.51 / MAX: 57.44MIN: 15.86 / MAX: 44.861. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: alexnetKubuntu 21.04 DevKubuntu 20.04Kubuntu 20.10Kubuntu 18.04510152025Min: 14.75 / Avg: 15.95 / Max: 16.86Min: 15.92 / Avg: 16.37 / Max: 16.8Min: 14.8 / Avg: 16.68 / Max: 17.79Min: 17.51 / Avg: 18.11 / Max: 18.871. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: resnet18Kubuntu 21.04 DevKubuntu 20.10Kubuntu 18.04Kubuntu 20.04510152025SE +/- 0.93, N = 3SE +/- 1.18, N = 3SE +/- 0.45, N = 3SE +/- 0.05, N = 319.2219.7621.1021.21MIN: 17.17 / MAX: 106.24MIN: 17.18 / MAX: 100.96MIN: 18.93 / MAX: 49.38MIN: 18.71 / MAX: 101.321. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: resnet18Kubuntu 21.04 DevKubuntu 20.10Kubuntu 18.04Kubuntu 20.04510152025Min: 17.38 / Avg: 19.22 / Max: 20.41Min: 17.42 / Avg: 19.76 / Max: 21.13Min: 20.23 / Avg: 21.1 / Max: 21.71Min: 21.16 / Avg: 21.21 / Max: 21.31. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: vgg16Kubuntu 20.10Kubuntu 21.04 DevKubuntu 20.04Kubuntu 18.0420406080100SE +/- 0.32, N = 3SE +/- 0.64, N = 3SE +/- 0.41, N = 3SE +/- 0.75, N = 372.1473.1773.3679.53MIN: 67.99 / MAX: 190.8MIN: 68.07 / MAX: 191.5MIN: 71.37 / MAX: 140.28MIN: 72.44 / MAX: 156.751. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: vgg16Kubuntu 20.10Kubuntu 21.04 DevKubuntu 20.04Kubuntu 18.041530456075Min: 71.79 / Avg: 72.14 / Max: 72.78Min: 72.21 / Avg: 73.17 / Max: 74.37Min: 72.54 / Avg: 73.36 / Max: 73.81Min: 78.15 / Avg: 79.53 / Max: 80.711. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: googlenetKubuntu 20.10Kubuntu 21.04 DevKubuntu 18.04Kubuntu 20.04510152025SE +/- 1.29, N = 3SE +/- 1.29, N = 3SE +/- 0.93, N = 3SE +/- 0.01, N = 319.7019.7220.5321.21MIN: 16.9 / MAX: 56.42MIN: 16.99 / MAX: 167.71MIN: 17.52 / MAX: 51.08MIN: 19.3 / MAX: 55.251. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: googlenetKubuntu 20.10Kubuntu 21.04 DevKubuntu 18.04Kubuntu 20.04510152025Min: 17.11 / Avg: 19.7 / Max: 21.07Min: 17.16 / Avg: 19.72 / Max: 21.18Min: 18.7 / Avg: 20.53 / Max: 21.76Min: 21.18 / Avg: 21.21 / Max: 21.231. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: blazefaceKubuntu 18.04Kubuntu 21.04 DevKubuntu 20.10Kubuntu 20.040.62331.24661.86992.49323.1165SE +/- 0.18, N = 3SE +/- 0.19, N = 3SE +/- 0.18, N = 3SE +/- 0.00, N = 32.432.462.562.77MIN: 2.04 / MAX: 8.82MIN: 2.07 / MAX: 3.35MIN: 2.15 / MAX: 5.17MIN: 2.6 / MAX: 3.021. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: blazefaceKubuntu 18.04Kubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04246810Min: 2.06 / Avg: 2.43 / Max: 2.63Min: 2.09 / Avg: 2.46 / Max: 2.65Min: 2.19 / Avg: 2.56 / Max: 2.74Min: 2.77 / Avg: 2.77 / Max: 2.781. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: efficientnet-b0Kubuntu 20.10Kubuntu 21.04 DevKubuntu 18.04Kubuntu 20.043691215SE +/- 0.55, N = 3SE +/- 0.25, N = 3SE +/- 0.53, N = 3SE +/- 0.21, N = 39.069.369.509.88MIN: 7.88 / MAX: 12.02MIN: 7.91 / MAX: 79.72MIN: 8.35 / MAX: 10.44MIN: 8.99 / MAX: 22.421. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: efficientnet-b0Kubuntu 20.10Kubuntu 21.04 DevKubuntu 18.04Kubuntu 20.043691215Min: 7.96 / Avg: 9.06 / Max: 9.66Min: 8.87 / Avg: 9.36 / Max: 9.66Min: 8.45 / Avg: 9.5 / Max: 10.07Min: 9.64 / Avg: 9.88 / Max: 10.291. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: mnasnetKubuntu 21.04 DevKubuntu 18.04Kubuntu 20.10Kubuntu 20.04246810SE +/- 0.45, N = 3SE +/- 0.35, N = 3SE +/- 0.64, N = 3SE +/- 0.25, N = 35.705.736.086.68MIN: 4.73 / MAX: 11.3MIN: 4.99 / MAX: 7.6MIN: 4.75 / MAX: 55.1MIN: 5.48 / MAX: 90.791. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: mnasnetKubuntu 21.04 DevKubuntu 18.04Kubuntu 20.10Kubuntu 20.043691215Min: 4.8 / Avg: 5.7 / Max: 6.15Min: 5.04 / Avg: 5.73 / Max: 6.08Min: 4.8 / Avg: 6.08 / Max: 6.8Min: 6.18 / Avg: 6.68 / Max: 7.011. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: shufflenet-v2Kubuntu 20.10Kubuntu 21.04 DevKubuntu 20.04Kubuntu 18.04246810SE +/- 0.58, N = 3SE +/- 0.73, N = 3SE +/- 0.40, N = 3SE +/- 0.65, N = 37.848.368.528.92MIN: 6.56 / MAX: 12.57MIN: 6.74 / MAX: 14.26MIN: 6.48 / MAX: 61.51MIN: 6.91 / MAX: 25.871. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: shufflenet-v2Kubuntu 20.10Kubuntu 21.04 DevKubuntu 20.04Kubuntu 18.043691215Min: 6.68 / Avg: 7.84 / Max: 8.52Min: 6.9 / Avg: 8.36 / Max: 9.24Min: 8.03 / Avg: 8.52 / Max: 9.31Min: 7.62 / Avg: 8.92 / Max: 9.661. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3Kubuntu 20.10Kubuntu 20.04Kubuntu 21.04 DevKubuntu 18.041.24882.49763.74644.99526.244SE +/- 0.16, N = 3SE +/- 0.25, N = 3SE +/- 0.32, N = 3SE +/- 0.26, N = 35.105.165.415.55MIN: 4.7 / MAX: 6.24MIN: 4.68 / MAX: 10.14MIN: 4.69 / MAX: 10.21MIN: 4.94 / MAX: 9.311. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3Kubuntu 20.10Kubuntu 20.04Kubuntu 21.04 DevKubuntu 18.04246810Min: 4.78 / Avg: 5.1 / Max: 5.27Min: 4.75 / Avg: 5.16 / Max: 5.62Min: 4.78 / Avg: 5.41 / Max: 5.81Min: 5.03 / Avg: 5.55 / Max: 5.821. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 DevKubuntu 18.04246810SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.06, N = 3SE +/- 0.04, N = 35.885.975.996.27MIN: 5.72 / MAX: 9.2MIN: 5.75 / MAX: 9.77MIN: 5.77 / MAX: 11.12MIN: 6.09 / MAX: 6.611. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 DevKubuntu 18.043691215Min: 5.83 / Avg: 5.88 / Max: 5.92Min: 5.88 / Avg: 5.97 / Max: 6.04Min: 5.89 / Avg: 5.99 / Max: 6.08Min: 6.2 / Avg: 6.27 / Max: 6.351. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: mobilenetKubuntu 20.04Kubuntu 21.04 DevKubuntu 20.10Kubuntu 18.04612182430SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 325.2225.4225.8826.48MIN: 24.53 / MAX: 41.65MIN: 23.52 / MAX: 117.57MIN: 25.22 / MAX: 37.98MIN: 25.94 / MAX: 28.781. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: mobilenetKubuntu 20.04Kubuntu 21.04 DevKubuntu 20.10Kubuntu 18.04612182430Min: 25.16 / Avg: 25.22 / Max: 25.28Min: 25.36 / Avg: 25.42 / Max: 25.49Min: 25.79 / Avg: 25.88 / Max: 25.98Min: 26.45 / Avg: 26.48 / Max: 26.551. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

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 TimeKubuntu 18.04Kubuntu 21.04 DevKubuntu 20.04Kubuntu 20.1020406080100SE +/- 1.03, N = 3SE +/- 0.40, N = 3SE +/- 0.85, N = 3SE +/- 0.38, N = 375.4982.8683.4983.921. Kubuntu 18.04: RawTherapee, version 5.3, command line An advanced, cross-platform program for developing raw photos. Website: http://www.rawtherapee.com/ Documentation: http://rawpedia.rawtherapee.com/ Forum: https://discuss.pixls.us/c/software/rawtherapee Code and bug reports: https://github.com/Beep6581/RawTherapee Symbols: <Chevrons> indicate parameters you can change. [Square brackets] mean the parameter is optional. The pipe symbol | indicates a choice of one or the other. The dash symbol - denotes a range of possible values from one to the other. Usage: rawtherapee-cli -c <dir>|<files> Convert files in batch with default parameters. rawtherapee-cli <other options> -c <dir>|<files> Convert files in batch with your own settings. Options: rawtherapee-cli[-o <output>|-O <output>] [-q] [-a] [-s|-S] [-p <one.pp3> [-p <two.pp3> ...] ] [-d] [ -j[1-100] [-js<1-3>] | [-b<8|16>] [-t[z] | [-n]] ] [-Y] [-f] -c <input> -c <files> Specify one or more input files or directory. When specifying directories, Rawtherapee will look for images files that comply with the selected extensions (see also '-a'). -c must be the last option. -o <file>|<dir> Set output file or folder. Saves output file alongside input file if -o is not specified. -O <file>|<dir> Set output file or folder and copy pp3 file into it. Saves output file alongside input file if -O is not specified. -q Quick-start mode. Does not load cached files to speedup start time. -a Process all supported image file types when specifying a folder, even those not currently selected in Preferences > File Browser > Parsed Extensions. -s Use the existing sidecar file to build the processing parameters, e.g. for photo.raw there should be a photo.raw.pp3 file in the same folder. If the sidecar file does not exist, neutral values will be used. -S Like -s but skip if the sidecar file does not exist. -p <file.pp3> Specify processing profile to be used for all conversions. You can specify as many sets of "-p <file.pp3>" options as you like, each will be built on top of the previous one, as explained below. -d Use the default raw or non-raw processing profile as set in Preferences > Image Processing > Default Processing Profile -j[1-100] Specify output to be JPEG (default, if -t and -n are not set). Optionally, specify compression 1-100 (default value: 92). -js<1-3> Specify the JPEG chroma subsampling parameter, where: 1 = Best compression: 2x2, 1x1, 1x1 (4:2:0) Chroma halved vertically and horizontally. 2 = Balanced (default): 2x1, 1x1, 1x1 (4:2:2) Chroma halved horizontally. 3 = Best quality: 1x1, 1x1, 1x1 (4:4:4) No chroma subsampling. -b<8|16> Specify bit depth per channel (default value: 16 for TIFF, 8 for PNG). Only applies to TIFF and PNG output, JPEG is always 8. -t[z] Specify output to be TIFF. Uncompressed by default, or deflate compression with 'z'. -n Specify output to be compressed PNG. Compression is hard-coded to 6. -Y Overwrite output if present. -f Use the custom fast-export processing pipeline. Your pp3 files can be incomplete, RawTherapee will build the final values as follows: 1- A new processing profile is created using neutral values, 2- If the "-d" option is set, the values are overridden by those found in the default raw or non-raw processing profile. 3- If one or more "-p" options are set, the values are overridden by those found in these processing profiles. 4- If the "-s" or "-S" options are set, the values are finally overridden by those found in the sidecar files. The processing profiles are processed in the order specified on the command line. 2. Kubuntu 21.04 Dev: RawTherapee, version 5.8, command line.3. Kubuntu 20.04: RawTherapee, version 5.8, command line.4. Kubuntu 20.10: RawTherapee, version 5.8, command line.
OpenBenchmarking.orgSeconds, Fewer Is BetterRawTherapeeTotal Benchmark TimeKubuntu 18.04Kubuntu 21.04 DevKubuntu 20.04Kubuntu 20.101632486480Min: 73.42 / Avg: 75.49 / Max: 76.59Min: 82.06 / Avg: 82.86 / Max: 83.31Min: 81.9 / Avg: 83.49 / Max: 84.82Min: 83.2 / Avg: 83.92 / Max: 84.491. Kubuntu 18.04: RawTherapee, version 5.3, command line An advanced, cross-platform program for developing raw photos. Website: http://www.rawtherapee.com/ Documentation: http://rawpedia.rawtherapee.com/ Forum: https://discuss.pixls.us/c/software/rawtherapee Code and bug reports: https://github.com/Beep6581/RawTherapee Symbols: <Chevrons> indicate parameters you can change. [Square brackets] mean the parameter is optional. The pipe symbol | indicates a choice of one or the other. The dash symbol - denotes a range of possible values from one to the other. Usage: rawtherapee-cli -c <dir>|<files> Convert files in batch with default parameters. rawtherapee-cli <other options> -c <dir>|<files> Convert files in batch with your own settings. Options: rawtherapee-cli[-o <output>|-O <output>] [-q] [-a] [-s|-S] [-p <one.pp3> [-p <two.pp3> ...] ] [-d] [ -j[1-100] [-js<1-3>] | [-b<8|16>] [-t[z] | [-n]] ] [-Y] [-f] -c <input> -c <files> Specify one or more input files or directory. When specifying directories, Rawtherapee will look for images files that comply with the selected extensions (see also '-a'). -c must be the last option. -o <file>|<dir> Set output file or folder. Saves output file alongside input file if -o is not specified. -O <file>|<dir> Set output file or folder and copy pp3 file into it. Saves output file alongside input file if -O is not specified. -q Quick-start mode. Does not load cached files to speedup start time. -a Process all supported image file types when specifying a folder, even those not currently selected in Preferences > File Browser > Parsed Extensions. -s Use the existing sidecar file to build the processing parameters, e.g. for photo.raw there should be a photo.raw.pp3 file in the same folder. If the sidecar file does not exist, neutral values will be used. -S Like -s but skip if the sidecar file does not exist. -p <file.pp3> Specify processing profile to be used for all conversions. You can specify as many sets of "-p <file.pp3>" options as you like, each will be built on top of the previous one, as explained below. -d Use the default raw or non-raw processing profile as set in Preferences > Image Processing > Default Processing Profile -j[1-100] Specify output to be JPEG (default, if -t and -n are not set). Optionally, specify compression 1-100 (default value: 92). -js<1-3> Specify the JPEG chroma subsampling parameter, where: 1 = Best compression: 2x2, 1x1, 1x1 (4:2:0) Chroma halved vertically and horizontally. 2 = Balanced (default): 2x1, 1x1, 1x1 (4:2:2) Chroma halved horizontally. 3 = Best quality: 1x1, 1x1, 1x1 (4:4:4) No chroma subsampling. -b<8|16> Specify bit depth per channel (default value: 16 for TIFF, 8 for PNG). Only applies to TIFF and PNG output, JPEG is always 8. -t[z] Specify output to be TIFF. Uncompressed by default, or deflate compression with 'z'. -n Specify output to be compressed PNG. Compression is hard-coded to 6. -Y Overwrite output if present. -f Use the custom fast-export processing pipeline. Your pp3 files can be incomplete, RawTherapee will build the final values as follows: 1- A new processing profile is created using neutral values, 2- If the "-d" option is set, the values are overridden by those found in the default raw or non-raw processing profile. 3- If one or more "-p" options are set, the values are overridden by those found in these processing profiles. 4- If the "-s" or "-S" options are set, the values are finally overridden by those found in the sidecar files. The processing profiles are processed in the order specified on the command line. 2. Kubuntu 21.04 Dev: RawTherapee, version 5.8, command line.3. Kubuntu 20.04: RawTherapee, version 5.8, command line.4. Kubuntu 20.10: RawTherapee, version 5.8, command line.

OCRMyPDF

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

OpenBenchmarking.orgSeconds, Fewer Is BetterOCRMyPDF 10.3.1+dfsgProcessing 60 Page PDF DocumentKubuntu 21.04 DevKubuntu 20.10816243240SE +/- 0.33, N = 7SE +/- 0.49, N = 1235.2635.36
OpenBenchmarking.orgSeconds, Fewer Is BetterOCRMyPDF 10.3.1+dfsgProcessing 60 Page PDF DocumentKubuntu 21.04 DevKubuntu 20.10816243240Min: 33.37 / Avg: 35.26 / Max: 36.02Min: 30.2 / Avg: 35.35 / Max: 36.39

Darktable

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

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 2.4.2Test: Boat - Acceleration: CPU-onlyKubuntu 18.0448121620SE +/- 0.11, N = 1316.30

LuxCoreRender

LuxCoreRender is an open-source physically based renderer. This test profile is focused on running LuxCoreRender on the CPU as opposed to the OpenCL version. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.3Scene: DLSCKubuntu 21.04 DevKubuntu 18.04Kubuntu 20.10Kubuntu 20.040.18230.36460.54690.72920.9115SE +/- 0.01, N = 5SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 30.810.810.800.79MIN: 0.73 / MAX: 1.02MIN: 0.74 / MAX: 1.01MIN: 0.73 / MAX: 1.02MIN: 0.73 / MAX: 1
OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.3Scene: DLSCKubuntu 21.04 DevKubuntu 18.04Kubuntu 20.10Kubuntu 20.04246810Min: 0.79 / Avg: 0.81 / Max: 0.84Min: 0.79 / Avg: 0.81 / Max: 0.83Min: 0.79 / Avg: 0.8 / Max: 0.81Min: 0.77 / Avg: 0.79 / Max: 0.8

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 4KKubuntu 20.10Kubuntu 18.04Kubuntu 21.04 DevKubuntu 20.04246810SE +/- 0.05, N = 3SE +/- 0.08, N = 3SE +/- 0.06, N = 3SE +/- 0.10, N = 38.538.468.418.251. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma
OpenBenchmarking.orgFrames Per Second, More Is Betterx265 3.4Video Input: Bosphorus 4KKubuntu 20.10Kubuntu 18.04Kubuntu 21.04 DevKubuntu 20.043691215Min: 8.46 / Avg: 8.53 / Max: 8.63Min: 8.34 / Avg: 8.46 / Max: 8.61Min: 8.33 / Avg: 8.41 / Max: 8.52Min: 8.06 / Avg: 8.25 / Max: 8.391. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

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 TimeKubuntu 20.04Kubuntu 21.04 DevKubuntu 20.10Kubuntu 18.041428425670SE +/- 0.36, N = 3SE +/- 0.18, N = 3SE +/- 0.61, N = 5SE +/- 0.14, N = 358.6859.0059.4164.06
OpenBenchmarking.orgSeconds, Fewer Is BetterHuginPanorama Photo Assistant + Stitching TimeKubuntu 20.04Kubuntu 21.04 DevKubuntu 20.10Kubuntu 18.041326395265Min: 58.2 / Avg: 58.68 / Max: 59.38Min: 58.64 / Avg: 59 / Max: 59.19Min: 57.23 / Avg: 59.41 / Max: 60.85Min: 63.81 / Avg: 64.06 / Max: 64.31

ASTC Encoder

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

OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 2.0Preset: ThoroughKubuntu 18.04Kubuntu 21.04 DevKubuntu 20.10Kubuntu 20.041530456075SE +/- 0.38, N = 3SE +/- 0.38, N = 3SE +/- 0.31, N = 3SE +/- 0.53, N = 359.1963.2663.5066.301. (CXX) g++ options: -std=c++14 -fvisibility=hidden -O3 -flto -mfpmath=sse -mavx2 -mpopcnt -lpthread
OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 2.0Preset: ThoroughKubuntu 18.04Kubuntu 21.04 DevKubuntu 20.10Kubuntu 20.041326395265Min: 58.48 / Avg: 59.19 / Max: 59.76Min: 62.55 / Avg: 63.26 / Max: 63.85Min: 62.89 / Avg: 63.5 / Max: 63.92Min: 65.37 / Avg: 66.3 / Max: 67.221. (CXX) g++ options: -std=c++14 -fvisibility=hidden -O3 -flto -mfpmath=sse -mavx2 -mpopcnt -lpthread

IndigoBench

This is a test of Indigo Renderer's IndigoBench benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: OpenCL GPU - Scene: BedroomKubuntu 20.10Kubuntu 18.04Kubuntu 20.04Kubuntu 21.04 Dev1.22062.44123.66184.88246.103SE +/- 0.007, N = 3SE +/- 0.011, N = 3SE +/- 0.004, N = 3SE +/- 0.015, N = 35.4255.4135.4085.407
OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: OpenCL GPU - Scene: BedroomKubuntu 20.10Kubuntu 18.04Kubuntu 20.04Kubuntu 21.04 Dev246810Min: 5.41 / Avg: 5.42 / Max: 5.44Min: 5.4 / Avg: 5.41 / Max: 5.43Min: 5.4 / Avg: 5.41 / Max: 5.42Min: 5.38 / Avg: 5.41 / Max: 5.43

SVT-AV1

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

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8Encoder Mode: Enc Mode 8 - Input: 1080pKubuntu 18.04Kubuntu 21.04 DevKubuntu 20.10Kubuntu 20.0448121620SE +/- 0.13, N = 8SE +/- 0.14, N = 6SE +/- 0.15, N = 4SE +/- 0.10, N = 1515.3214.1714.0513.801. (CXX) g++ options: -O3 -fcommon -fPIE -fPIC -pie
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8Encoder Mode: Enc Mode 8 - Input: 1080pKubuntu 18.04Kubuntu 21.04 DevKubuntu 20.10Kubuntu 20.0448121620Min: 15.07 / Avg: 15.32 / Max: 16.23Min: 13.9 / Avg: 14.17 / Max: 14.84Min: 13.75 / Avg: 14.05 / Max: 14.45Min: 13.13 / Avg: 13.8 / Max: 14.61. (CXX) g++ options: -O3 -fcommon -fPIE -fPIC -pie

IndigoBench

This is a test of Indigo Renderer's IndigoBench benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: OpenCL GPU - Scene: SupercarKubuntu 20.04Kubuntu 20.10Kubuntu 21.04 DevKubuntu 18.0448121620SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.05, N = 317.6517.6517.6417.56
OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: OpenCL GPU - Scene: SupercarKubuntu 20.04Kubuntu 20.10Kubuntu 21.04 DevKubuntu 18.0448121620Min: 17.63 / Avg: 17.65 / Max: 17.66Min: 17.63 / Avg: 17.65 / Max: 17.66Min: 17.63 / Avg: 17.64 / Max: 17.64Min: 17.48 / Avg: 17.56 / Max: 17.64

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 1,000Kubuntu 20.10Kubuntu 21.04 DevKubuntu 20.04Kubuntu 18.041428425670SE +/- 0.11, N = 3SE +/- 0.55, N = 3SE +/- 0.08, N = 3SE +/- 0.07, N = 361.6062.7563.3464.361. (CC) gcc options: -O2 -ldl -lz -lpthread
OpenBenchmarking.orgSeconds, Fewer Is BetterSQLite Speedtest 3.30Timed Time - Size 1,000Kubuntu 20.10Kubuntu 21.04 DevKubuntu 20.04Kubuntu 18.041326395265Min: 61.46 / Avg: 61.6 / Max: 61.81Min: 61.8 / Avg: 62.75 / Max: 63.69Min: 63.19 / Avg: 63.34 / Max: 63.47Min: 64.22 / Avg: 64.36 / Max: 64.451. (CC) gcc options: -O2 -ldl -lz -lpthread

IndigoBench

This is a test of Indigo Renderer's IndigoBench benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: CPU - Scene: BedroomKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.040.18990.37980.56970.75960.9495SE +/- 0.003, N = 3SE +/- 0.001, N = 3SE +/- 0.000, N = 3SE +/- 0.003, N = 30.8440.8440.8430.835
OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: CPU - Scene: BedroomKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.04246810Min: 0.84 / Avg: 0.84 / Max: 0.85Min: 0.84 / Avg: 0.84 / Max: 0.85Min: 0.84 / Avg: 0.84 / Max: 0.84Min: 0.83 / Avg: 0.83 / Max: 0.84

OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: CPU - Scene: SupercarKubuntu 21.04 DevKubuntu 20.10Kubuntu 18.04Kubuntu 20.040.42620.85241.27861.70482.131SE +/- 0.003, N = 3SE +/- 0.003, N = 3SE +/- 0.011, N = 3SE +/- 0.002, N = 31.8941.8941.8841.877
OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: CPU - Scene: SupercarKubuntu 21.04 DevKubuntu 20.10Kubuntu 18.04Kubuntu 20.04246810Min: 1.89 / Avg: 1.89 / Max: 1.9Min: 1.89 / Avg: 1.89 / Max: 1.9Min: 1.86 / Avg: 1.88 / Max: 1.9Min: 1.87 / Avg: 1.88 / Max: 1.88

DeepSpeech

Mozilla DeepSpeech is a speech-to-text engine powered by TensorFlow for machine learning and derived from Baidu's Deep Speech research paper. This test profile times the speech-to-text process for a roughly three minute audio recording. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterDeepSpeech 0.6Acceleration: CPUKubuntu 20.10Kubuntu 20.04Kubuntu 21.04 DevKubuntu 18.0420406080100SE +/- 0.43, N = 3SE +/- 0.47, N = 3SE +/- 0.59, N = 3SE +/- 0.40, N = 373.7474.1574.2275.93
OpenBenchmarking.orgSeconds, Fewer Is BetterDeepSpeech 0.6Acceleration: CPUKubuntu 20.10Kubuntu 20.04Kubuntu 21.04 DevKubuntu 18.041530456075Min: 73.3 / Avg: 73.74 / Max: 74.6Min: 73.64 / Avg: 74.15 / Max: 75.08Min: 73.6 / Avg: 74.22 / Max: 75.4Min: 75.45 / Avg: 75.93 / Max: 76.72

Selenium

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

OpenBenchmarking.orgRuns / Minute, More Is BetterSeleniumBenchmark: StyleBench - Browser: FirefoxKubuntu 20.04Kubuntu 18.04Kubuntu 20.10Kubuntu 21.04 Dev20406080100SE +/- 0.30, N = 3SE +/- 0.38, N = 3SE +/- 0.44, N = 3SE +/- 0.62, N = 392.692.692.392.21. Kubuntu 20.04: firefox 84.0.22. Kubuntu 18.04: firefox 84.0.23. Kubuntu 20.10: firefox 84.0.24. Kubuntu 21.04 Dev: firefox 85.0
OpenBenchmarking.orgRuns / Minute, More Is BetterSeleniumBenchmark: StyleBench - Browser: FirefoxKubuntu 20.04Kubuntu 18.04Kubuntu 20.10Kubuntu 21.04 Dev20406080100Min: 92 / Avg: 92.6 / Max: 92.9Min: 92 / Avg: 92.57 / Max: 93.3Min: 91.5 / Avg: 92.33 / Max: 93Min: 91.5 / Avg: 92.17 / Max: 93.41. Kubuntu 20.04: firefox 84.0.22. Kubuntu 18.04: firefox 84.0.23. Kubuntu 20.10: firefox 84.0.24. Kubuntu 21.04 Dev: firefox 85.0

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: SqueezeNetKubuntu 21.04 DevKubuntu 18.04Kubuntu 20.10Kubuntu 20.0490K180K270K360K450KSE +/- 3444.86, N = 3SE +/- 2831.00, N = 3SE +/- 3242.72, N = 3SE +/- 1187.45, N = 3397125397217397433413923
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: SqueezeNetKubuntu 21.04 DevKubuntu 18.04Kubuntu 20.10Kubuntu 20.0470K140K210K280K350KMin: 390321 / Avg: 397125.33 / Max: 401464Min: 391594 / Avg: 397216.67 / Max: 400605Min: 390999 / Avg: 397433 / Max: 401356Min: 411637 / Avg: 413922.67 / Max: 415624

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet QuantKubuntu 21.04 DevKubuntu 18.04Kubuntu 20.10Kubuntu 20.0460K120K180K240K300KSE +/- 2857.47, N = 3SE +/- 1674.42, N = 3SE +/- 1681.54, N = 3SE +/- 1758.48, N = 3277899279323279621286470
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet QuantKubuntu 21.04 DevKubuntu 18.04Kubuntu 20.10Kubuntu 20.0450K100K150K200K250KMin: 272361 / Avg: 277899 / Max: 281890Min: 275979 / Avg: 279323 / Max: 281151Min: 276304 / Avg: 279621 / Max: 281760Min: 283322 / Avg: 286470.33 / Max: 289402

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet FloatKubuntu 21.04 DevKubuntu 20.10Kubuntu 18.04Kubuntu 20.0460K120K180K240K300KSE +/- 3420.74, N = 3SE +/- 2268.06, N = 3SE +/- 2175.88, N = 3SE +/- 2160.16, N = 3273776275014275401277078
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet FloatKubuntu 21.04 DevKubuntu 20.10Kubuntu 18.04Kubuntu 20.0450K100K150K200K250KMin: 266960 / Avg: 273776.33 / Max: 277692Min: 270517 / Avg: 275013.67 / Max: 277779Min: 271164 / Avg: 275400.67 / Max: 278380Min: 273674 / Avg: 277078 / Max: 281084

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: NASNet MobileKubuntu 20.10Kubuntu 21.04 DevKubuntu 18.04Kubuntu 20.0470K140K210K280K350KSE +/- 2473.27, N = 3SE +/- 2897.67, N = 3SE +/- 2558.65, N = 3SE +/- 1975.67, N = 3346734347106347299349195
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: NASNet MobileKubuntu 20.10Kubuntu 21.04 DevKubuntu 18.04Kubuntu 20.0460K120K180K240K300KMin: 341906 / Avg: 346733.67 / Max: 350081Min: 341311 / Avg: 347106.33 / Max: 350013Min: 342288 / Avg: 347298.67 / Max: 350704Min: 347214 / Avg: 349194.67 / Max: 353146

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 1080pKubuntu 21.04 DevKubuntu 20.10Kubuntu 18.04Kubuntu 20.04918273645SE +/- 0.30, N = 9SE +/- 0.23, N = 15SE +/- 0.20, N = 15SE +/- 0.24, N = 337.0236.7836.6736.571. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma
OpenBenchmarking.orgFrames Per Second, More Is Betterx265 3.4Video Input: Bosphorus 1080pKubuntu 21.04 DevKubuntu 20.10Kubuntu 18.04Kubuntu 20.04816243240Min: 36.2 / Avg: 37.02 / Max: 38.95Min: 36.1 / Avg: 36.78 / Max: 39.61Min: 36.13 / Avg: 36.67 / Max: 39.35Min: 36.1 / Avg: 36.57 / Max: 36.91. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

GEGL

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

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: Color EnhanceKubuntu 20.10Kubuntu 21.04 DevKubuntu 18.04Kubuntu 20.041326395265SE +/- 0.21, N = 3SE +/- 0.24, N = 3SE +/- 0.12, N = 3SE +/- 0.44, N = 354.6655.5156.1459.01
OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: Color EnhanceKubuntu 20.10Kubuntu 21.04 DevKubuntu 18.04Kubuntu 20.041224364860Min: 54.24 / Avg: 54.66 / Max: 54.91Min: 55.21 / Avg: 55.51 / Max: 55.98Min: 55.91 / Avg: 56.14 / Max: 56.27Min: 58.36 / Avg: 59.01 / Max: 59.85

rav1e

Xiph rav1e is a Rust-written AV1 video encoder. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is Betterrav1e 0.4Speed: 10Kubuntu 21.04 DevKubuntu 18.04Kubuntu 20.10Kubuntu 20.040.78891.57782.36673.15563.9445SE +/- 0.034, N = 3SE +/- 0.012, N = 3SE +/- 0.033, N = 14SE +/- 0.041, N = 33.5063.4063.3213.309
OpenBenchmarking.orgFrames Per Second, More Is Betterrav1e 0.4Speed: 10Kubuntu 21.04 DevKubuntu 18.04Kubuntu 20.10Kubuntu 20.04246810Min: 3.44 / Avg: 3.51 / Max: 3.56Min: 3.38 / Avg: 3.41 / Max: 3.43Min: 2.97 / Avg: 3.32 / Max: 3.46Min: 3.23 / Avg: 3.31 / Max: 3.37

LuxCoreRender OpenCL

LuxCoreRender is an open-source physically based renderer. This test profile is focused on running LuxCoreRender on OpenCL accelerators/GPUs. The alternative luxcorerender test profile is for CPU execution due to a difference in tests, etc. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender OpenCL 2.3Scene: Rainbow Colors and PrismKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.04246810SE +/- 0.04, N = 3SE +/- 0.04, N = 3SE +/- 0.23, N = 12SE +/- 0.23, N = 127.927.907.697.64MIN: 6.92 / MAX: 8.28MIN: 6.32 / MAX: 8.25MIN: 2.26 / MAX: 8.27MIN: 2.33 / MAX: 8.23
OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender OpenCL 2.3Scene: Rainbow Colors and PrismKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.043691215Min: 7.84 / Avg: 7.92 / Max: 7.98Min: 7.82 / Avg: 7.9 / Max: 7.97Min: 5.19 / Avg: 7.69 / Max: 8.01Min: 5.16 / Avg: 7.64 / Max: 7.95

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 CommandsKubuntu 20.04Kubuntu 21.04 DevKubuntu 18.04Kubuntu 20.101122334455SE +/- 0.23, N = 3SE +/- 0.19, N = 3SE +/- 0.11, N = 3SE +/- 0.19, N = 349.6349.9550.1750.201. Kubuntu 20.04: git version 2.25.12. Kubuntu 21.04 Dev: git version 2.29.23. Kubuntu 18.04: git version 2.17.14. Kubuntu 20.10: git version 2.27.0
OpenBenchmarking.orgSeconds, Fewer Is BetterGitTime To Complete Common Git CommandsKubuntu 20.04Kubuntu 21.04 DevKubuntu 18.04Kubuntu 20.101020304050Min: 49.36 / Avg: 49.63 / Max: 50.08Min: 49.69 / Avg: 49.95 / Max: 50.33Min: 50.02 / Avg: 50.17 / Max: 50.39Min: 49.99 / Avg: 50.2 / Max: 50.571. Kubuntu 20.04: git version 2.25.12. Kubuntu 21.04 Dev: git version 2.29.23. Kubuntu 18.04: git version 2.17.14. Kubuntu 20.10: git version 2.27.0

OCRMyPDF

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

OpenBenchmarking.orgSeconds, Fewer Is BetterOCRMyPDF 9.6.0+dfsgProcessing 60 Page PDF DocumentKubuntu 20.041122334455SE +/- 0.67, N = 348.67

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 SynthesisKubuntu 20.04Kubuntu 18.04Kubuntu 20.10Kubuntu 21.04 Dev714212835SE +/- 0.11, N = 4SE +/- 0.25, N = 7SE +/- 0.11, N = 4SE +/- 0.07, N = 427.0527.4627.6429.691. (CC) gcc options: -O2 -std=c99
OpenBenchmarking.orgSeconds, Fewer Is BettereSpeak-NG Speech Engine 20200907Text-To-Speech SynthesisKubuntu 20.04Kubuntu 18.04Kubuntu 20.10Kubuntu 21.04 Dev714212835Min: 26.77 / Avg: 27.05 / Max: 27.28Min: 26.51 / Avg: 27.46 / Max: 28.1Min: 27.32 / Avg: 27.64 / Max: 27.86Min: 29.51 / Avg: 29.69 / Max: 29.831. (CC) gcc options: -O2 -std=c99

WebP2 Image Encode

This is a test of Google's libwebp2 library with the WebP2 image encode utility and using a sample 6000x4000 pixel JPEG image as the input, similar to the WebP/libwebp test profile. WebP2 is currently experimental and under heavy development as ultimately the successor to WebP. WebP2 supports 10-bit HDR, more efficienct lossy compression, improved lossless compression, animation support, and full multi-threading support compared to WebP. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterWebP2 Image Encode 20210126Encode Settings: Quality 100, Compression Effort 5Kubuntu 18.04Kubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04714212835SE +/- 0.23, N = 7SE +/- 0.30, N = 5SE +/- 0.34, N = 4SE +/- 0.35, N = 325.6628.6028.6929.13-lGL-lOpenGL -lGLX-lOpenGL -lGLX-lOpenGL -lGLX1. (CXX) g++ options: -msse4.2 -fno-rtti -O3 -rdynamic -lGLU -lglut -lXmu -lXi -lpthread -ljpeg
OpenBenchmarking.orgSeconds, Fewer Is BetterWebP2 Image Encode 20210126Encode Settings: Quality 100, Compression Effort 5Kubuntu 18.04Kubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04612182430Min: 24.33 / Avg: 25.66 / Max: 26.03Min: 27.41 / Avg: 28.6 / Max: 29.01Min: 27.71 / Avg: 28.69 / Max: 29.22Min: 28.53 / Avg: 29.13 / Max: 29.751. (CXX) g++ options: -msse4.2 -fno-rtti -O3 -rdynamic -lGLU -lglut -lXmu -lXi -lpthread -ljpeg

Selenium

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

OpenBenchmarking.orgScore, Fewer Is BetterSeleniumBenchmark: PSPDFKit WASM - Browser: FirefoxKubuntu 20.04Kubuntu 21.04 DevKubuntu 18.04Kubuntu 20.107001400210028003500SE +/- 11.36, N = 3SE +/- 7.77, N = 3SE +/- 4.84, N = 3SE +/- 4.67, N = 333533355336233691. Kubuntu 20.04: firefox 84.0.22. Kubuntu 21.04 Dev: firefox 85.03. Kubuntu 18.04: firefox 84.0.24. Kubuntu 20.10: firefox 84.0.2
OpenBenchmarking.orgScore, Fewer Is BetterSeleniumBenchmark: PSPDFKit WASM - Browser: FirefoxKubuntu 20.04Kubuntu 21.04 DevKubuntu 18.04Kubuntu 20.106001200180024003000Min: 3335 / Avg: 3353 / Max: 3374Min: 3344 / Avg: 3355 / Max: 3370Min: 3357 / Avg: 3362.33 / Max: 3372Min: 3362 / Avg: 3369.33 / Max: 33781. Kubuntu 20.04: firefox 84.0.22. Kubuntu 21.04 Dev: firefox 85.03. Kubuntu 18.04: firefox 84.0.24. Kubuntu 20.10: firefox 84.0.2

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 DegreesKubuntu 18.04Kubuntu 20.10Kubuntu 21.04 DevKubuntu 20.04918273645SE +/- 0.09, N = 3SE +/- 0.10, N = 3SE +/- 0.09, N = 3SE +/- 0.26, N = 339.1339.2639.6940.63
OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: Rotate 90 DegreesKubuntu 18.04Kubuntu 20.10Kubuntu 21.04 DevKubuntu 20.04816243240Min: 39 / Avg: 39.13 / Max: 39.3Min: 39.13 / Avg: 39.26 / Max: 39.46Min: 39.53 / Avg: 39.69 / Max: 39.82Min: 40.11 / Avg: 40.63 / Max: 40.99

Selenium

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

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: Kraken - Browser: FirefoxKubuntu 21.04 DevKubuntu 20.04Kubuntu 20.10Kubuntu 18.0430060090012001500SE +/- 3.09, N = 3SE +/- 4.68, N = 3SE +/- 2.16, N = 3SE +/- 0.66, N = 31326.71364.71374.11386.21. Kubuntu 21.04 Dev: firefox 85.02. Kubuntu 20.04: firefox 84.0.23. Kubuntu 20.10: firefox 84.0.24. Kubuntu 18.04: firefox 84.0.2
OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: Kraken - Browser: FirefoxKubuntu 21.04 DevKubuntu 20.04Kubuntu 20.10Kubuntu 18.042004006008001000Min: 1321.4 / Avg: 1326.7 / Max: 1332.1Min: 1356.6 / Avg: 1364.7 / Max: 1372.8Min: 1369.9 / Avg: 1374.13 / Max: 1377Min: 1385 / Avg: 1386.17 / Max: 1387.31. Kubuntu 21.04 Dev: firefox 85.02. Kubuntu 20.04: firefox 84.0.23. Kubuntu 20.10: firefox 84.0.24. Kubuntu 18.04: firefox 84.0.2

Darktable

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

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.4.0Test: Boat - Acceleration: CPU-onlyKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.043691215SE +/- 0.040, N = 3SE +/- 0.146, N = 12SE +/- 0.082, N = 158.2289.0099.326
OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.4.0Test: Boat - Acceleration: CPU-onlyKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.043691215Min: 8.16 / Avg: 8.23 / Max: 8.3Min: 8.07 / Avg: 9.01 / Max: 9.58Min: 8.88 / Avg: 9.33 / Max: 10.03

WebP2 Image Encode

This is a test of Google's libwebp2 library with the WebP2 image encode utility and using a sample 6000x4000 pixel JPEG image as the input, similar to the WebP/libwebp test profile. WebP2 is currently experimental and under heavy development as ultimately the successor to WebP. WebP2 supports 10-bit HDR, more efficienct lossy compression, improved lossless compression, animation support, and full multi-threading support compared to WebP. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterWebP2 Image Encode 20210126Encode Settings: DefaultKubuntu 18.04Kubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04246810SE +/- 0.082, N = 3SE +/- 0.096, N = 15SE +/- 0.112, N = 15SE +/- 0.145, N = 156.6497.4137.6768.340-lGL-lOpenGL -lGLX-lOpenGL -lGLX-lOpenGL -lGLX1. (CXX) g++ options: -msse4.2 -fno-rtti -O3 -rdynamic -lGLU -lglut -lXmu -lXi -lpthread -ljpeg
OpenBenchmarking.orgSeconds, Fewer Is BetterWebP2 Image Encode 20210126Encode Settings: DefaultKubuntu 18.04Kubuntu 21.04 DevKubuntu 20.10Kubuntu 20.043691215Min: 6.53 / Avg: 6.65 / Max: 6.81Min: 6.64 / Avg: 7.41 / Max: 7.98Min: 6.69 / Avg: 7.68 / Max: 8.08Min: 7.17 / Avg: 8.34 / Max: 9.261. (CXX) g++ options: -msse4.2 -fno-rtti -O3 -rdynamic -lGLU -lglut -lXmu -lXi -lpthread -ljpeg

Google SynthMark

SynthMark is a cross platform tool for benchmarking CPU performance under a variety of real-time audio workloads. It uses a polyphonic synthesizer model to provide standardized tests for latency, jitter and computational throughput. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgVoices, More Is BetterGoogle SynthMark 20201109Test: VoiceMark_100Kubuntu 20.10Kubuntu 20.04Kubuntu 21.04 DevKubuntu 18.04150300450600750SE +/- 0.69, N = 3SE +/- 1.45, N = 3SE +/- 2.78, N = 3SE +/- 6.67, N = 3697.00695.73685.58651.921. (CXX) g++ options: -lm -lpthread -std=c++11 -Ofast
OpenBenchmarking.orgVoices, More Is BetterGoogle SynthMark 20201109Test: VoiceMark_100Kubuntu 20.10Kubuntu 20.04Kubuntu 21.04 DevKubuntu 18.04120240360480600Min: 695.66 / Avg: 697 / Max: 697.95Min: 694.07 / Avg: 695.73 / Max: 698.62Min: 681.17 / Avg: 685.58 / Max: 690.72Min: 638.58 / Avg: 651.92 / Max: 659.041. (CXX) g++ options: -lm -lpthread -std=c++11 -Ofast

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: ReflectKubuntu 20.10Kubuntu 21.04 DevKubuntu 18.04Kubuntu 20.04714212835SE +/- 0.12, N = 3SE +/- 0.11, N = 3SE +/- 0.05, N = 3SE +/- 0.05, N = 329.0129.2529.4330.12
OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: ReflectKubuntu 20.10Kubuntu 21.04 DevKubuntu 18.04Kubuntu 20.04714212835Min: 28.8 / Avg: 29.01 / Max: 29.21Min: 29.12 / Avg: 29.25 / Max: 29.46Min: 29.34 / Avg: 29.43 / Max: 29.49Min: 30.03 / Avg: 30.12 / Max: 30.2

Monkey Audio Encoding

This test times how long it takes to encode a sample WAV file to Monkey's Audio APE format. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterMonkey Audio Encoding 3.99.6WAV To APEKubuntu 20.04Kubuntu 18.04Kubuntu 21.04 DevKubuntu 20.103691215SE +/- 0.07, N = 14SE +/- 0.10, N = 5SE +/- 0.11, N = 5SE +/- 0.05, N = 511.3011.3111.7111.851. (CXX) g++ options: -O3 -pedantic -rdynamic -lrt
OpenBenchmarking.orgSeconds, Fewer Is BetterMonkey Audio Encoding 3.99.6WAV To APEKubuntu 20.04Kubuntu 18.04Kubuntu 21.04 DevKubuntu 20.103691215Min: 11.03 / Avg: 11.3 / Max: 11.98Min: 11.12 / Avg: 11.31 / Max: 11.69Min: 11.34 / Avg: 11.71 / Max: 11.95Min: 11.71 / Avg: 11.85 / Max: 11.991. (CXX) g++ options: -O3 -pedantic -rdynamic -lrt

Etcpak

Etcpack is the self-proclaimed "fastest ETC compressor on the planet" with focused on providing open-source, very fast ETC and S3 texture compression support. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMpx/s, More Is BetterEtcpak 0.7Configuration: ETC2Kubuntu 20.04Kubuntu 20.10Kubuntu 18.04Kubuntu 21.04 Dev4080120160200SE +/- 0.49, N = 3SE +/- 0.36, N = 3SE +/- 0.36, N = 3SE +/- 1.32, N = 3189.46189.02188.06186.231. (CXX) g++ options: -O3 -march=native -std=c++11 -lpthread
OpenBenchmarking.orgMpx/s, More Is BetterEtcpak 0.7Configuration: ETC2Kubuntu 20.04Kubuntu 20.10Kubuntu 18.04Kubuntu 21.04 Dev306090120150Min: 188.93 / Avg: 189.46 / Max: 190.43Min: 188.64 / Avg: 189.02 / Max: 189.73Min: 187.34 / Avg: 188.06 / Max: 188.49Min: 183.62 / Avg: 186.23 / Max: 187.821. (CXX) g++ options: -O3 -march=native -std=c++11 -lpthread

WavPack Audio Encoding

This test times how long it takes to encode a sample WAV file to WavPack format with very high quality settings. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterWavPack Audio Encoding 5.3WAV To WavPackKubuntu 20.04Kubuntu 18.04Kubuntu 21.04 DevKubuntu 20.1048121620SE +/- 0.01, N = 5SE +/- 0.01, N = 5SE +/- 0.02, N = 5SE +/- 0.10, N = 514.5814.6814.7814.951. (CXX) g++ options: -rdynamic
OpenBenchmarking.orgSeconds, Fewer Is BetterWavPack Audio Encoding 5.3WAV To WavPackKubuntu 20.04Kubuntu 18.04Kubuntu 21.04 DevKubuntu 20.1048121620Min: 14.56 / Avg: 14.58 / Max: 14.61Min: 14.66 / Avg: 14.68 / Max: 14.71Min: 14.75 / Avg: 14.78 / Max: 14.84Min: 14.69 / Avg: 14.95 / Max: 15.181. (CXX) g++ options: -rdynamic

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 v2Kubuntu 21.04 DevKubuntu 18.04Kubuntu 20.10Kubuntu 20.0470140210280350SE +/- 0.56, N = 3SE +/- 0.73, N = 3SE +/- 0.59, N = 3SE +/- 2.55, N = 3318.71319.66324.11332.52MIN: 316.99 / MAX: 320.64MIN: 317.3 / MAX: 336.34MIN: 322.39 / MAX: 330.82MIN: 327.88 / MAX: 344.281. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl
OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: MobileNet v2Kubuntu 21.04 DevKubuntu 18.04Kubuntu 20.10Kubuntu 20.0460120180240300Min: 317.66 / Avg: 318.71 / Max: 319.59Min: 318.27 / Avg: 319.66 / Max: 320.74Min: 323.21 / Avg: 324.11 / Max: 325.22Min: 328.62 / Avg: 332.52 / Max: 337.31. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: SqueezeNet v1.1Kubuntu 18.04Kubuntu 20.10Kubuntu 21.04 DevKubuntu 20.0470140210280350SE +/- 0.19, N = 3SE +/- 0.26, N = 3SE +/- 0.49, N = 3SE +/- 0.08, N = 3299.47301.26302.12302.42MIN: 298.48 / MAX: 315.62MIN: 300.25 / MAX: 303.87MIN: 300.66 / MAX: 304.49MIN: 301.53 / MAX: 306.551. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl
OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: SqueezeNet v1.1Kubuntu 18.04Kubuntu 20.10Kubuntu 21.04 DevKubuntu 20.0450100150200250Min: 299.14 / Avg: 299.47 / Max: 299.81Min: 300.97 / Avg: 301.26 / Max: 301.79Min: 301.35 / Avg: 302.12 / Max: 303.03