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.
HTML result view exported from: https://openbenchmarking.org/result/2102030-HA-2101307HA61&grs&sor .
Kubuntu Focus 18.04 Processor Motherboard Chipset Memory Disk Graphics Audio Network OS Kernel Desktop Display Server Display Driver OpenGL OpenCL Vulkan Compiler File-System Screen Resolution Kubuntu 18.04 Kubuntu 20.04 Kubuntu 20.10 Kubuntu 21.04 Dev Intel Core i7-9750H @ 4.50GHz (6 Cores / 12 Threads) Notebook P95_96_97Ex Rx (1.07.13MIN29 BIOS) Intel Cannon Lake PCH 32GB 1000GB Samsung SSD 970 EVO Plus 1TB NVIDIA GeForce RTX 2060 6GB (960/7000MHz) Realtek ALC1220 Realtek RTL8111/8168/8411 + Intel-AC 9560 Ubuntu 18.04 5.4.0-65-generic (x86_64) KDE Plasma 5.12.9 X Server 1.20.8 NVIDIA 450.102.04 4.6.0 OpenCL 1.2 CUDA 11.0.228 1.2.133 GCC 7.5.0 + CUDA 10.0 ext4 1920x1080 NVIDIA GeForce RTX 2060 6GB (825/810MHz) Ubuntu 20.04 5.8.0-41-generic (x86_64) KDE Plasma 5.18.5 X Server 1.20.9 NVIDIA 460.32.03 OpenCL 1.2 CUDA 11.2.109 1.2.145 GCC 9.3.0 + CUDA 10.1 NVIDIA GeForce RTX 2060 6GB (960/7000MHz) Ubuntu 20.10 KDE Plasma 5.19.5 GCC 10.2.0 + CUDA 10.1 NVIDIA GeForce RTX 2060 6GB (1920/7000MHz) Ubuntu 21.04 KDE Plasma 5.20.90 GCC 10.2.1 20210110 + CUDA 10.1 OpenBenchmarking.org Kernel Details - Transparent Huge Pages: madvise Compiler 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 2.4.1 OpenCL Details - GPU Compute Cores: 1920 Python 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 Focus 18.04 glmark2: 1920 x 1080 build2: Time To Compile gegl: Scale gegl: Crop webp2: Quality 100, Compression Effort 5 darktable: Boat - CPU-only astcenc: Thorough gmic: 2D Function Plotting, 1000 Times rawtherapee: Total Benchmark Time svt-av1: Enc Mode 8 - 1080p ncnn: Vulkan GPU - vgg16 openfoam: Motorbike 30M espeak: Text-To-Speech Synthesis hugin: Panorama Photo Assistant + Stitching Time darktable: Masskrug - CPU-only ncnn: CPU - vgg16 gegl: Color Enhance mnn: resnet-v2-50 synthmark: VoiceMark_100 etcpak: ETC1 + Dithering ncnn: Vulkan GPU-v2-v2 - mobilenet-v2 mnn: inception-v3 luxcorerender: Rainbow Colors and Prism etcpak: ETC1 ncnn: CPU - resnet18 rav1e: 10 webp2: Quality 95, Compression Effort 7 webp2: Quality 75, Compression Effort 7 webp: Default webp: Quality 100, Highest Compression ncnn: Vulkan GPU - mobilenet ncnn: CPU - squeezenet_ssd encode-ape: WAV To APE ncnn: Vulkan GPU - resnet50 selenium: Kraken - Firefox sqlite-speedtest: Timed Time - Size 1,000 mnn: MobileNetV2_224 tnn: CPU - MobileNet v2 yafaray: Total Time For Sample Scene tensorflow-lite: SqueezeNet gimp: resize ncnn: CPU - alexnet ncnn: CPU - resnet50 v-ray: CPU gegl: Rotate 90 Degrees gegl: Reflect ncnn: Vulkan GPU - yolov4-tiny astcenc: Exhaustive ncnn: CPU - mobilenet x265: Bosphorus 4K waifu2x-ncnn: 2x - 3 - Yes selenium: Jetstream 2 - Firefox gimp: auto-levels tensorflow-lite: Mobilenet Quant webp: Quality 100 mnn: SqueezeNetV1.0 deepspeech: CPU gromacs: Water Benchmark encode-opus: WAV To Opus Encode appleseed: Material Tester ncnn: CPU - yolov4-tiny namd: ATPase Simulation - 327,506 Atoms encode-wavpack: WAV To WavPack luxcorerender: DLSC embree: Pathtracer - Crown appleseed: Disney Material ocrmypdf: Processing 60 Page PDF Document darktable: Server Room - OpenCL darktable: Server Rack - OpenCL embree: Pathtracer ISPC - Crown webp: Quality 100, Lossless gimp: rotate etcpak: ETC2 tensorflow-lite: Inception ResNet V2 x265: Bosphorus 1080p tensorflow-lite: Inception V4 tensorflow-lite: Mobilenet Float git: Time To Complete Common Git Commands indigobench: CPU - Bedroom selenium: ARES-6 - Firefox redshift: tnn: CPU - SqueezeNet v1.1 indigobench: CPU - Supercar blender: Barbershop - NVIDIA OptiX tensorflow-lite: NASNet Mobile gimp: rotate appleseed: Emily realsr-ncnn: 4x - No octanebench: Total Score waifu2x-ncnn: 2x - 3 - No gimp: unsharp-mask indigobench: OpenCL GPU - Supercar darktable: Masskrug - OpenCL ncnn: Vulkan GPU - squeezenet_ssd selenium: PSPDFKit WASM - Firefox darktable: Boat - OpenCL selenium: StyleBench - Firefox realsr-ncnn: 4x - Yes gimp: unsharp-mask indigobench: OpenCL GPU - Bedroom gimp: resize gimp: auto-levels ocrmypdf: Processing 60 Page PDF Document ocrmypdf: Processing 60 Page PDF Document gimp: unsharp-mask gimp: auto-levels gimp: rotate gimp: resize darktable: Server Room - CPU-only darktable: Server Rack - CPU-only darktable: Server Room - OpenCL darktable: Server Rack - OpenCL darktable: Masskrug - CPU-only darktable: Masskrug - OpenCL darktable: Boat - CPU-only darktable: Boat - OpenCL darktable: Server Room - CPU-only darktable: Server Rack - CPU-only selenium: MotionMark - Firefox blender: BMW27 - NVIDIA OptiX ncnn: Vulkan GPU - regnety_400m ncnn: Vulkan GPU - alexnet ncnn: Vulkan GPU - resnet18 ncnn: Vulkan GPU - googlenet ncnn: Vulkan GPU - blazeface ncnn: Vulkan GPU - efficientnet-b0 ncnn: Vulkan GPU - mnasnet ncnn: Vulkan GPU - shufflenet-v2 ncnn: Vulkan GPU-v3-v3 - mobilenet-v3 ncnn: CPU - regnety_400m ncnn: CPU - googlenet ncnn: CPU - blazeface ncnn: CPU - efficientnet-b0 ncnn: CPU - mnasnet ncnn: CPU - shufflenet-v2 ncnn: CPU-v3-v3 - mobilenet-v3 ncnn: CPU-v2-v2 - mobilenet-v2 mnn: mobilenet-v1-1.0 webp2: Default avifenc: 10 avifenc: 8 luxcorerender-cl: Rainbow Colors and Prism luxcorerender-cl: LuxCore Benchmark luxcorerender-cl: Food luxcorerender-cl: DLSC Kubuntu 18.04 Kubuntu 20.04 Kubuntu 20.10 Kubuntu 21.04 Dev 6329 201.336 4.407 7.004 25.659 59.19 116.024 75.491 15.322 79.53 276.49 27.464 64.064 77.65 56.140 52.933 651.922 299.548 6.27 59.976 0.86 319.828 21.24 3.406 920.493 505.108 1.548 7.571 26.48 26.58 11.311 42.95 1386.2 64.357 4.600 319.661 334.288 397217 17.60 42.75 7079 39.126 29.428 38.06 499.82 26.35 8.46 6.893 69.195 279323 2.387 8.370 75.92544 0.595 8.772 492.636365 37.36 3.58034 14.681 0.81 5.3310 534.82731 6.1010 17.414 188.063 5317610 36.67 5876820 275401 50.174 0.835 59.03 490 299.470 1.884 1858.37 347299 869.306684 16.493 180.680218 2.078 17.555 27.12 3362 92.6 109.832 5.413 56.454 18.267 15.165 14.602 7.644 5.376 0.216 0.934 0.133 7.822 5.252 16.297 2.532 158.94 42.76 18.37 18.11 21.10 20.53 2.43 9.50 5.73 8.92 5.55 19.18 21.36 2.75 10.24 5.90 8.81 5.91 6.34 4.903 6.649 6.194 6.635 7.64 2.53 1.03 3.05 6263 239.013 5.437 7.822 29.129 9.326 66.30 114.664 83.487 13.800 73.36 303.46 27.048 58.680 7.255 72.94 59.009 56.877 695.733 318.528 5.88 62.314 0.82 325.035 20.73 3.309 972.604 532.887 1.566 7.193 25.22 27.55 11.303 41.02 1364.7 63.339 4.575 332.516 327.359 413923 8.505 17.08 41.12 6870 40.627 30.121 37.60 518.88 25.42 8.25 7.089 69.835 12.170 286470 2.447 8.295 74.14969 0.583 8.610 500.912477 37.52 3.57506 14.578 0.79 5.2722 542.04675 0.988 0.157 6.0393 17.102 11.869 189.461 5388070 36.57 5948167 277078 49.631 0.843 59.28 495 302.418 1.877 1875.04 349195 871.124963 16.605 179.875022 2.068 14.865 17.650 4.376 26.98 3353 2.560 92.6 110.252 5.408 48.671 5.834 0.247 158.96 41.68 18.28 16.37 21.21 21.21 2.77 9.88 6.68 8.52 5.16 18.90 21.27 2.71 9.70 6.19 8.74 6.75 6.46 5.792 8.340 6.445 7.066 7.69 2.55 1.06 3.04 6330 290.928 5.571 7.818 28.691 9.009 63.50 116.654 83.922 14.051 72.14 303.90 27.641 59.411 6.749 71.89 54.660 52.693 696.996 320.004 5.97 58.697 0.86 339.104 20.04 3.321 949.221 515.458 1.486 7.263 25.88 26.97 11.854 41.78 1374.1 61.600 4.408 324.107 320.601 397433 8.853 16.95 41.74 7122 39.255 29.009 36.92 515.49 25.77 8.53 7.085 69.201 12.552 279621 2.376 8.181 73.73832 0.579 8.610 494.594857 37.86 3.67104 14.948 0.80 5.3952 542.448589 35.355 0.987 0.159 6.1454 17.255 12.081 189.019 5326567 36.78 5883677 275014 50.197 0.844 59.25 493 301.263 1.894 1870.68 346734 872.69659 16.601 181.008119 2.073 14.952 17.648 4.370 26.99 3369 2.572 92.3 109.945 5.425 5.144 0.229 157.49 37.99 17.85 16.68 19.76 19.70 2.56 9.06 6.08 7.84 5.10 17.58 19.72 2.55 9.03 5.86 8.08 5.57 5.97 5.620 7.676 6.186 6.670 7.90 2.61 1.09 3.12 1533 263.280 5.611 7.977 28.604 8.228 63.26 104.566 82.859 14.165 73.17 302.29 29.690 58.999 6.706 73.33 55.509 52.797 685.582 318.787 5.99 58.832 0.87 335.746 20.21 3.506 951.266 516.063 1.507 7.357 25.42 27.88 11.714 41.38 1326.7 62.749 4.471 318.708 397125 16.92 41.56 7138 39.688 29.246 36.66 515.08 25.61 8.41 7.122 71.481 277899 2.427 8.128 74.21593 0.580 8.540 487.671955 36.86 3.66448 14.783 0.81 5.3604 531.861041 35.259 1.006 0.160 6.1501 17.409 186.234 5306953 37.02 5886227 273776 49.953 0.844 58.67 494 302.118 1.894 1873.17 347106 12.378 866.703363 16.568 180.825539 2.081 17.636 4.353 27.01 3355 2.561 92.2 109.873 15.199 5.407 8.912 12.704 5.105 0.244 157.28 38.08 17.63 15.95 19.22 19.72 2.46 9.36 5.70 8.36 5.41 17.35 20.10 2.62 9.36 5.87 8.13 5.16 5.97 5.611 7.413 6.216 6.702 7.92 2.63 1.09 3.12 OpenBenchmarking.org
GLmark2 Resolution: 1920 x 1080 OpenBenchmarking.org Score, More Is Better GLmark2 2020.04 Resolution: 1920 x 1080 Kubuntu 20.10 Kubuntu 18.04 Kubuntu 20.04 Kubuntu 21.04 Dev 1400 2800 4200 5600 7000 6330 6329 6263 1533
Build2 Time To Compile OpenBenchmarking.org Seconds, Fewer Is Better Build2 0.13 Time To Compile Kubuntu 18.04 Kubuntu 20.04 Kubuntu 21.04 Dev Kubuntu 20.10 60 120 180 240 300 SE +/- 0.94, N = 3 SE +/- 0.60, N = 3 SE +/- 0.35, N = 3 SE +/- 0.33, N = 3 201.34 239.01 263.28 290.93
GEGL Operation: Scale OpenBenchmarking.org Seconds, Fewer Is Better GEGL Operation: Scale Kubuntu 18.04 Kubuntu 20.04 Kubuntu 20.10 Kubuntu 21.04 Dev 1.2625 2.525 3.7875 5.05 6.3125 SE +/- 0.046, N = 3 SE +/- 0.029, N = 3 SE +/- 0.026, N = 3 SE +/- 0.016, N = 3 4.407 5.437 5.571 5.611
GEGL Operation: Crop OpenBenchmarking.org Seconds, Fewer Is Better GEGL Operation: Crop Kubuntu 18.04 Kubuntu 20.10 Kubuntu 20.04 Kubuntu 21.04 Dev 2 4 6 8 10 SE +/- 0.032, N = 3 SE +/- 0.026, N = 3 SE +/- 0.087, N = 3 SE +/- 0.018, N = 3 7.004 7.818 7.822 7.977
WebP2 Image Encode Encode Settings: Quality 100, Compression Effort 5 OpenBenchmarking.org Seconds, Fewer Is Better WebP2 Image Encode 20210126 Encode Settings: Quality 100, Compression Effort 5 Kubuntu 18.04 Kubuntu 21.04 Dev Kubuntu 20.10 Kubuntu 20.04 7 14 21 28 35 SE +/- 0.23, N = 7 SE +/- 0.30, N = 5 SE +/- 0.34, N = 4 SE +/- 0.35, N = 3 25.66 28.60 28.69 29.13 -lGL -lOpenGL -lGLX -lOpenGL -lGLX -lOpenGL -lGLX 1. (CXX) g++ options: -msse4.2 -fno-rtti -O3 -rdynamic -lGLU -lglut -lXmu -lXi -lpthread -ljpeg
Darktable Test: Boat - Acceleration: CPU-only OpenBenchmarking.org Seconds, Fewer Is Better Darktable 3.4.0 Test: Boat - Acceleration: CPU-only Kubuntu 21.04 Dev Kubuntu 20.10 Kubuntu 20.04 3 6 9 12 15 SE +/- 0.040, N = 3 SE +/- 0.146, N = 12 SE +/- 0.082, N = 15 8.228 9.009 9.326
ASTC Encoder Preset: Thorough OpenBenchmarking.org Seconds, Fewer Is Better ASTC Encoder 2.0 Preset: Thorough Kubuntu 18.04 Kubuntu 21.04 Dev Kubuntu 20.10 Kubuntu 20.04 15 30 45 60 75 SE +/- 0.38, N = 3 SE +/- 0.38, N = 3 SE +/- 0.31, N = 3 SE +/- 0.53, N = 3 59.19 63.26 63.50 66.30 1. (CXX) g++ options: -std=c++14 -fvisibility=hidden -O3 -flto -mfpmath=sse -mavx2 -mpopcnt -lpthread
G'MIC Test: 2D Function Plotting, 1000 Times OpenBenchmarking.org Seconds, Fewer Is Better G'MIC Test: 2D Function Plotting, 1000 Times Kubuntu 21.04 Dev Kubuntu 20.04 Kubuntu 18.04 Kubuntu 20.10 30 60 90 120 150 SE +/- 0.36, N = 3 SE +/- 1.03, N = 15 SE +/- 0.56, N = 3 SE +/- 1.02, N = 15 104.57 114.66 116.02 116.65 1. Kubuntu 20.04: Version 2.4.5, Copyright (c) 2008-2019, David Tschumperle. 2. Kubuntu 18.04: Version 2.8.4 3. Kubuntu 20.10: Version 2.4.5, Copyright (c) 2008-2019, David Tschumperle.
RawTherapee Total Benchmark Time OpenBenchmarking.org Seconds, Fewer Is Better RawTherapee Total Benchmark Time Kubuntu 18.04 Kubuntu 21.04 Dev Kubuntu 20.04 Kubuntu 20.10 20 40 60 80 100 SE +/- 1.03, N = 3 SE +/- 0.40, N = 3 SE +/- 0.85, N = 3 SE +/- 0.38, N = 3 75.49 82.86 83.49 83.92 1. 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.
SVT-AV1 Encoder Mode: Enc Mode 8 - Input: 1080p OpenBenchmarking.org Frames Per Second, More Is Better SVT-AV1 0.8 Encoder Mode: Enc Mode 8 - Input: 1080p Kubuntu 18.04 Kubuntu 21.04 Dev Kubuntu 20.10 Kubuntu 20.04 4 8 12 16 20 SE +/- 0.13, N = 8 SE +/- 0.14, N = 6 SE +/- 0.15, N = 4 SE +/- 0.10, N = 15 15.32 14.17 14.05 13.80 1. (CXX) g++ options: -O3 -fcommon -fPIE -fPIC -pie
NCNN Target: Vulkan GPU - Model: vgg16 OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: Vulkan GPU - Model: vgg16 Kubuntu 20.10 Kubuntu 21.04 Dev Kubuntu 20.04 Kubuntu 18.04 20 40 60 80 100 SE +/- 0.32, N = 3 SE +/- 0.64, N = 3 SE +/- 0.41, N = 3 SE +/- 0.75, N = 3 72.14 73.17 73.36 79.53 MIN: 67.99 / MAX: 190.8 MIN: 68.07 / MAX: 191.5 MIN: 71.37 / MAX: 140.28 MIN: 72.44 / MAX: 156.75 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenFOAM Input: Motorbike 30M OpenBenchmarking.org Seconds, Fewer Is Better OpenFOAM 8 Input: Motorbike 30M Kubuntu 18.04 Kubuntu 21.04 Dev Kubuntu 20.04 Kubuntu 20.10 70 140 210 280 350 SE +/- 0.13, N = 3 SE +/- 0.18, N = 3 SE +/- 0.10, N = 3 SE +/- 0.68, N = 3 276.49 302.29 303.46 303.90 -ldynamicMesh -lfoamToVTK -ldynamicMesh -llagrangian -lfileFormats -ldynamicMesh -lspecie -lfiniteVolume -lfvOptions -lmeshTools -lsampling 1. (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
eSpeak-NG Speech Engine Text-To-Speech Synthesis OpenBenchmarking.org Seconds, Fewer Is Better eSpeak-NG Speech Engine 20200907 Text-To-Speech Synthesis Kubuntu 20.04 Kubuntu 18.04 Kubuntu 20.10 Kubuntu 21.04 Dev 7 14 21 28 35 SE +/- 0.11, N = 4 SE +/- 0.25, N = 7 SE +/- 0.11, N = 4 SE +/- 0.07, N = 4 27.05 27.46 27.64 29.69 1. (CC) gcc options: -O2 -std=c99
Hugin Panorama Photo Assistant + Stitching Time OpenBenchmarking.org Seconds, Fewer Is Better Hugin Panorama Photo Assistant + Stitching Time Kubuntu 20.04 Kubuntu 21.04 Dev Kubuntu 20.10 Kubuntu 18.04 14 28 42 56 70 SE +/- 0.36, N = 3 SE +/- 0.18, N = 3 SE +/- 0.61, N = 5 SE +/- 0.14, N = 3 58.68 59.00 59.41 64.06
Darktable Test: Masskrug - Acceleration: CPU-only OpenBenchmarking.org Seconds, Fewer Is Better Darktable 3.4.0 Test: Masskrug - Acceleration: CPU-only Kubuntu 21.04 Dev Kubuntu 20.10 Kubuntu 20.04 2 4 6 8 10 SE +/- 0.007, N = 3 SE +/- 0.033, N = 3 SE +/- 0.100, N = 15 6.706 6.749 7.255
NCNN Target: CPU - Model: vgg16 OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: CPU - Model: vgg16 Kubuntu 20.10 Kubuntu 20.04 Kubuntu 21.04 Dev Kubuntu 18.04 20 40 60 80 100 SE +/- 0.07, N = 3 SE +/- 0.23, N = 3 SE +/- 0.32, N = 3 SE +/- 0.71, N = 3 71.89 72.94 73.33 77.65 MIN: 70.8 / MAX: 134.06 MIN: 70.1 / MAX: 176.36 MIN: 69.71 / MAX: 244.66 MIN: 72.17 / MAX: 161.01 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
GEGL Operation: Color Enhance OpenBenchmarking.org Seconds, Fewer Is Better GEGL Operation: Color Enhance Kubuntu 20.10 Kubuntu 21.04 Dev Kubuntu 18.04 Kubuntu 20.04 13 26 39 52 65 SE +/- 0.21, N = 3 SE +/- 0.24, N = 3 SE +/- 0.12, N = 3 SE +/- 0.44, N = 3 54.66 55.51 56.14 59.01
Mobile Neural Network Model: resnet-v2-50 OpenBenchmarking.org ms, Fewer Is Better Mobile Neural Network 1.1.1 Model: resnet-v2-50 Kubuntu 20.10 Kubuntu 21.04 Dev Kubuntu 18.04 Kubuntu 20.04 13 26 39 52 65 SE +/- 0.22, N = 3 SE +/- 0.10, N = 3 SE +/- 0.54, N = 3 SE +/- 0.13, N = 3 52.69 52.80 52.93 56.88 MIN: 40.27 / MAX: 113.92 MIN: 40.75 / MAX: 149.18 MIN: 40.85 / MAX: 115.69 MIN: 55.86 / MAX: 76.95 1. (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
Google SynthMark Test: VoiceMark_100 OpenBenchmarking.org Voices, More Is Better Google SynthMark 20201109 Test: VoiceMark_100 Kubuntu 20.10 Kubuntu 20.04 Kubuntu 21.04 Dev Kubuntu 18.04 150 300 450 600 750 SE +/- 0.69, N = 3 SE +/- 1.45, N = 3 SE +/- 2.78, N = 3 SE +/- 6.67, N = 3 697.00 695.73 685.58 651.92 1. (CXX) g++ options: -lm -lpthread -std=c++11 -Ofast
Etcpak Configuration: ETC1 + Dithering OpenBenchmarking.org Mpx/s, More Is Better Etcpak 0.7 Configuration: ETC1 + Dithering Kubuntu 20.10 Kubuntu 21.04 Dev Kubuntu 20.04 Kubuntu 18.04 70 140 210 280 350 SE +/- 0.09, N = 3 SE +/- 1.39, N = 3 SE +/- 0.02, N = 3 SE +/- 2.88, N = 3 320.00 318.79 318.53 299.55 1. (CXX) g++ options: -O3 -march=native -std=c++11 -lpthread
NCNN Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2 OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2 Kubuntu 20.04 Kubuntu 20.10 Kubuntu 21.04 Dev Kubuntu 18.04 2 4 6 8 10 SE +/- 0.03, N = 3 SE +/- 0.05, N = 3 SE +/- 0.06, N = 3 SE +/- 0.04, N = 3 5.88 5.97 5.99 6.27 MIN: 5.72 / MAX: 9.2 MIN: 5.75 / MAX: 9.77 MIN: 5.77 / MAX: 11.12 MIN: 6.09 / MAX: 6.61 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
Mobile Neural Network Model: inception-v3 OpenBenchmarking.org ms, Fewer Is Better Mobile Neural Network 1.1.1 Model: inception-v3 Kubuntu 20.10 Kubuntu 21.04 Dev Kubuntu 18.04 Kubuntu 20.04 14 28 42 56 70 SE +/- 0.08, N = 3 SE +/- 0.25, N = 3 SE +/- 0.23, N = 3 SE +/- 0.16, N = 3 58.70 58.83 59.98 62.31 MIN: 57.24 / MAX: 78.28 MIN: 52.75 / MAX: 159.06 MIN: 53.07 / MAX: 145.34 MIN: 59.92 / MAX: 111.94 1. (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
LuxCoreRender Scene: Rainbow Colors and Prism OpenBenchmarking.org M samples/sec, More Is Better LuxCoreRender 2.3 Scene: Rainbow Colors and Prism Kubuntu 21.04 Dev Kubuntu 20.10 Kubuntu 18.04 Kubuntu 20.04 0.1958 0.3916 0.5874 0.7832 0.979 SE +/- 0.01, N = 9 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 6 0.87 0.86 0.86 0.82 MIN: 0.8 / MAX: 1.13 MIN: 0.79 / MAX: 1.12 MIN: 0.79 / MAX: 1.11 MIN: 0.77 / MAX: 1.1
Etcpak Configuration: ETC1 OpenBenchmarking.org Mpx/s, More Is Better Etcpak 0.7 Configuration: ETC1 Kubuntu 20.10 Kubuntu 21.04 Dev Kubuntu 20.04 Kubuntu 18.04 70 140 210 280 350 SE +/- 2.32, N = 3 SE +/- 3.68, N = 4 SE +/- 2.77, N = 3 SE +/- 0.03, N = 3 339.10 335.75 325.04 319.83 1. (CXX) g++ options: -O3 -march=native -std=c++11 -lpthread
NCNN Target: CPU - Model: resnet18 OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: CPU - Model: resnet18 Kubuntu 20.10 Kubuntu 21.04 Dev Kubuntu 20.04 Kubuntu 18.04 5 10 15 20 25 SE +/- 0.29, N = 3 SE +/- 0.18, N = 3 SE +/- 0.03, N = 3 SE +/- 0.16, N = 3 20.04 20.21 20.73 21.24 MIN: 17.05 / MAX: 50.22 MIN: 17.07 / MAX: 125.96 MIN: 18.59 / MAX: 99.57 MIN: 18.96 / MAX: 49.18 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
rav1e Speed: 10 OpenBenchmarking.org Frames Per Second, More Is Better rav1e 0.4 Speed: 10 Kubuntu 21.04 Dev Kubuntu 18.04 Kubuntu 20.10 Kubuntu 20.04 0.7889 1.5778 2.3667 3.1556 3.9445 SE +/- 0.034, N = 3 SE +/- 0.012, N = 3 SE +/- 0.033, N = 14 SE +/- 0.041, N = 3 3.506 3.406 3.321 3.309
WebP2 Image Encode Encode Settings: Quality 95, Compression Effort 7 OpenBenchmarking.org Seconds, Fewer Is Better WebP2 Image Encode 20210126 Encode Settings: Quality 95, Compression Effort 7 Kubuntu 18.04 Kubuntu 20.10 Kubuntu 21.04 Dev Kubuntu 20.04 200 400 600 800 1000 SE +/- 0.94, N = 3 SE +/- 3.50, N = 3 SE +/- 1.60, N = 3 SE +/- 1.08, N = 3 920.49 949.22 951.27 972.60 -lGL -lOpenGL -lGLX -lOpenGL -lGLX -lOpenGL -lGLX 1. (CXX) g++ options: -msse4.2 -fno-rtti -O3 -rdynamic -lGLU -lglut -lXmu -lXi -lpthread -ljpeg
WebP2 Image Encode Encode Settings: Quality 75, Compression Effort 7 OpenBenchmarking.org Seconds, Fewer Is Better WebP2 Image Encode 20210126 Encode Settings: Quality 75, Compression Effort 7 Kubuntu 18.04 Kubuntu 20.10 Kubuntu 21.04 Dev Kubuntu 20.04 120 240 360 480 600 SE +/- 0.29, N = 3 SE +/- 0.59, N = 3 SE +/- 0.83, N = 3 SE +/- 1.75, N = 3 505.11 515.46 516.06 532.89 -lGL -lOpenGL -lGLX -lOpenGL -lGLX -lOpenGL -lGLX 1. (CXX) g++ options: -msse4.2 -fno-rtti -O3 -rdynamic -lGLU -lglut -lXmu -lXi -lpthread -ljpeg
WebP Image Encode Encode Settings: Default OpenBenchmarking.org Encode Time - Seconds, Fewer Is Better WebP Image Encode 1.1 Encode Settings: Default Kubuntu 20.10 Kubuntu 21.04 Dev Kubuntu 18.04 Kubuntu 20.04 0.3524 0.7048 1.0572 1.4096 1.762 SE +/- 0.002, N = 3 SE +/- 0.002, N = 3 SE +/- 0.009, N = 3 SE +/- 0.020, N = 3 1.486 1.507 1.548 1.566 1. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff
WebP Image Encode Encode Settings: Quality 100, Highest Compression OpenBenchmarking.org Encode Time - Seconds, Fewer Is Better WebP Image Encode 1.1 Encode Settings: Quality 100, Highest Compression Kubuntu 20.04 Kubuntu 20.10 Kubuntu 21.04 Dev Kubuntu 18.04 2 4 6 8 10 SE +/- 0.099, N = 3 SE +/- 0.072, N = 6 SE +/- 0.058, N = 3 SE +/- 0.064, N = 3 7.193 7.263 7.357 7.571 1. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff
NCNN Target: Vulkan GPU - Model: mobilenet OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: Vulkan GPU - Model: mobilenet Kubuntu 20.04 Kubuntu 21.04 Dev Kubuntu 20.10 Kubuntu 18.04 6 12 18 24 30 SE +/- 0.03, N = 3 SE +/- 0.04, N = 3 SE +/- 0.05, N = 3 SE +/- 0.03, N = 3 25.22 25.42 25.88 26.48 MIN: 24.53 / MAX: 41.65 MIN: 23.52 / MAX: 117.57 MIN: 25.22 / MAX: 37.98 MIN: 25.94 / MAX: 28.78 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: squeezenet_ssd OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: CPU - Model: squeezenet_ssd Kubuntu 18.04 Kubuntu 20.10 Kubuntu 20.04 Kubuntu 21.04 Dev 7 14 21 28 35 SE +/- 0.25, N = 3 SE +/- 0.08, N = 3 SE +/- 0.44, N = 3 SE +/- 0.07, N = 3 26.58 26.97 27.55 27.88 MIN: 24.18 / MAX: 63.71 MIN: 25.32 / MAX: 68.04 MIN: 25.28 / MAX: 116.98 MIN: 25.38 / MAX: 93.35 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
Monkey Audio Encoding WAV To APE OpenBenchmarking.org Seconds, Fewer Is Better Monkey Audio Encoding 3.99.6 WAV To APE Kubuntu 20.04 Kubuntu 18.04 Kubuntu 21.04 Dev Kubuntu 20.10 3 6 9 12 15 SE +/- 0.07, N = 14 SE +/- 0.10, N = 5 SE +/- 0.11, N = 5 SE +/- 0.05, N = 5 11.30 11.31 11.71 11.85 1. (CXX) g++ options: -O3 -pedantic -rdynamic -lrt
NCNN Target: Vulkan GPU - Model: resnet50 OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: Vulkan GPU - Model: resnet50 Kubuntu 20.04 Kubuntu 21.04 Dev Kubuntu 20.10 Kubuntu 18.04 10 20 30 40 50 SE +/- 0.14, N = 3 SE +/- 0.34, N = 3 SE +/- 0.06, N = 3 SE +/- 0.19, N = 3 41.02 41.38 41.78 42.95 MIN: 38.71 / MAX: 77.82 MIN: 37.2 / MAX: 234.14 MIN: 38.64 / MAX: 91.45 MIN: 38.94 / MAX: 90.62 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
Selenium Benchmark: Kraken - Browser: Firefox OpenBenchmarking.org ms, Fewer Is Better Selenium Benchmark: Kraken - Browser: Firefox Kubuntu 21.04 Dev Kubuntu 20.04 Kubuntu 20.10 Kubuntu 18.04 300 600 900 1200 1500 SE +/- 3.09, N = 3 SE +/- 4.68, N = 3 SE +/- 2.16, N = 3 SE +/- 0.66, N = 3 1326.7 1364.7 1374.1 1386.2 1. Kubuntu 21.04 Dev: firefox 85.0 2. Kubuntu 20.04: firefox 84.0.2 3. Kubuntu 20.10: firefox 84.0.2 4. Kubuntu 18.04: firefox 84.0.2
SQLite Speedtest Timed Time - Size 1,000 OpenBenchmarking.org Seconds, Fewer Is Better SQLite Speedtest 3.30 Timed Time - Size 1,000 Kubuntu 20.10 Kubuntu 21.04 Dev Kubuntu 20.04 Kubuntu 18.04 14 28 42 56 70 SE +/- 0.11, N = 3 SE +/- 0.55, N = 3 SE +/- 0.08, N = 3 SE +/- 0.07, N = 3 61.60 62.75 63.34 64.36 1. (CC) gcc options: -O2 -ldl -lz -lpthread
Mobile Neural Network Model: MobileNetV2_224 OpenBenchmarking.org ms, Fewer Is Better Mobile Neural Network 1.1.1 Model: MobileNetV2_224 Kubuntu 20.10 Kubuntu 21.04 Dev Kubuntu 20.04 Kubuntu 18.04 1.035 2.07 3.105 4.14 5.175 SE +/- 0.003, N = 3 SE +/- 0.010, N = 3 SE +/- 0.049, N = 3 SE +/- 0.012, N = 3 4.408 4.471 4.575 4.600 MIN: 4.13 / MAX: 11.39 MIN: 4.19 / MAX: 16.54 MIN: 4.27 / MAX: 17.5 MIN: 4.25 / MAX: 14.56 1. (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
TNN Target: CPU - Model: MobileNet v2 OpenBenchmarking.org ms, Fewer Is Better TNN 0.2.3 Target: CPU - Model: MobileNet v2 Kubuntu 21.04 Dev Kubuntu 18.04 Kubuntu 20.10 Kubuntu 20.04 70 140 210 280 350 SE +/- 0.56, N = 3 SE +/- 0.73, N = 3 SE +/- 0.59, N = 3 SE +/- 2.55, N = 3 318.71 319.66 324.11 332.52 MIN: 316.99 / MAX: 320.64 MIN: 317.3 / MAX: 336.34 MIN: 322.39 / MAX: 330.82 MIN: 327.88 / MAX: 344.28 1. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl
YafaRay Total Time For Sample Scene OpenBenchmarking.org Seconds, Fewer Is Better YafaRay 3.4.1 Total Time For Sample Scene Kubuntu 20.10 Kubuntu 20.04 Kubuntu 18.04 70 140 210 280 350 SE +/- 0.28, N = 3 SE +/- 4.04, N = 9 SE +/- 1.55, N = 3 320.60 327.36 334.29 -lpthread -lpthread -lboost_system -lboost_filesystem -lboost_locale 1. (CXX) g++ options: -std=c++11 -O3 -ffast-math -rdynamic -ldl -lImath -lIlmImf -lIex -lHalf -lz -lIlmThread -lxml2 -lfreetype
TensorFlow Lite Model: SqueezeNet OpenBenchmarking.org Microseconds, Fewer Is Better TensorFlow Lite 2020-08-23 Model: SqueezeNet Kubuntu 21.04 Dev Kubuntu 18.04 Kubuntu 20.10 Kubuntu 20.04 90K 180K 270K 360K 450K SE +/- 3444.86, N = 3 SE +/- 2831.00, N = 3 SE +/- 3242.72, N = 3 SE +/- 1187.45, N = 3 397125 397217 397433 413923
GIMP Test: resize OpenBenchmarking.org Seconds, Fewer Is Better GIMP 2.10.18 Test: resize Kubuntu 20.04 Kubuntu 20.10 2 4 6 8 10 SE +/- 0.036, N = 3 SE +/- 0.029, N = 3 8.505 8.853
NCNN Target: CPU - Model: alexnet OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: CPU - Model: alexnet Kubuntu 21.04 Dev Kubuntu 20.10 Kubuntu 20.04 Kubuntu 18.04 4 8 12 16 20 SE +/- 0.23, N = 3 SE +/- 0.20, N = 3 SE +/- 0.01, N = 3 SE +/- 0.27, N = 3 16.92 16.95 17.08 17.60 MIN: 15.23 / MAX: 66.38 MIN: 14.95 / MAX: 44.85 MIN: 15.26 / MAX: 40.84 MIN: 15.7 / MAX: 44.89 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: resnet50 OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: CPU - Model: resnet50 Kubuntu 20.04 Kubuntu 21.04 Dev Kubuntu 20.10 Kubuntu 18.04 10 20 30 40 50 SE +/- 0.14, N = 3 SE +/- 0.35, N = 3 SE +/- 0.03, N = 3 SE +/- 0.28, N = 3 41.12 41.56 41.74 42.75 MIN: 37.74 / MAX: 138.61 MIN: 37.13 / MAX: 223.89 MIN: 38.14 / MAX: 96.83 MIN: 38.77 / MAX: 105.07 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
Chaos Group V-RAY Mode: CPU OpenBenchmarking.org Ksamples, More Is Better Chaos Group V-RAY 4.10.07 Mode: CPU Kubuntu 21.04 Dev Kubuntu 20.10 Kubuntu 18.04 Kubuntu 20.04 1500 3000 4500 6000 7500 SE +/- 79.21, N = 4 SE +/- 87.02, N = 3 SE +/- 54.12, N = 13 7138 7122 7079 6870
GEGL Operation: Rotate 90 Degrees OpenBenchmarking.org Seconds, Fewer Is Better GEGL Operation: Rotate 90 Degrees Kubuntu 18.04 Kubuntu 20.10 Kubuntu 21.04 Dev Kubuntu 20.04 9 18 27 36 45 SE +/- 0.09, N = 3 SE +/- 0.10, N = 3 SE +/- 0.09, N = 3 SE +/- 0.26, N = 3 39.13 39.26 39.69 40.63
GEGL Operation: Reflect OpenBenchmarking.org Seconds, Fewer Is Better GEGL Operation: Reflect Kubuntu 20.10 Kubuntu 21.04 Dev Kubuntu 18.04 Kubuntu 20.04 7 14 21 28 35 SE +/- 0.12, N = 3 SE +/- 0.11, N = 3 SE +/- 0.05, N = 3 SE +/- 0.05, N = 3 29.01 29.25 29.43 30.12
NCNN Target: Vulkan GPU - Model: yolov4-tiny OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: Vulkan GPU - Model: yolov4-tiny Kubuntu 21.04 Dev Kubuntu 20.10 Kubuntu 20.04 Kubuntu 18.04 9 18 27 36 45 SE +/- 0.51, N = 3 SE +/- 0.14, N = 3 SE +/- 0.41, N = 3 SE +/- 0.59, N = 3 36.66 36.92 37.60 38.06 MIN: 33.13 / MAX: 174.63 MIN: 34.44 / MAX: 103.37 MIN: 33.87 / MAX: 116.29 MIN: 34.35 / MAX: 83.16 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
ASTC Encoder Preset: Exhaustive OpenBenchmarking.org Seconds, Fewer Is Better ASTC Encoder 2.0 Preset: Exhaustive Kubuntu 18.04 Kubuntu 21.04 Dev Kubuntu 20.10 Kubuntu 20.04 110 220 330 440 550 SE +/- 0.66, N = 3 SE +/- 0.53, N = 3 SE +/- 0.33, N = 3 SE +/- 1.22, N = 3 499.82 515.08 515.49 518.88 1. (CXX) g++ options: -std=c++14 -fvisibility=hidden -O3 -flto -mfpmath=sse -mavx2 -mpopcnt -lpthread
NCNN Target: CPU - Model: mobilenet OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: CPU - Model: mobilenet Kubuntu 20.04 Kubuntu 21.04 Dev Kubuntu 20.10 Kubuntu 18.04 6 12 18 24 30 SE +/- 0.11, N = 3 SE +/- 0.24, N = 3 SE +/- 0.04, N = 3 SE +/- 0.01, N = 3 25.42 25.61 25.77 26.35 MIN: 24.59 / MAX: 35.14 MIN: 24.5 / MAX: 106.07 MIN: 25.1 / MAX: 26.92 MIN: 25.87 / MAX: 28 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
x265 Video Input: Bosphorus 4K OpenBenchmarking.org Frames Per Second, More Is Better x265 3.4 Video Input: Bosphorus 4K Kubuntu 20.10 Kubuntu 18.04 Kubuntu 21.04 Dev Kubuntu 20.04 2 4 6 8 10 SE +/- 0.05, N = 3 SE +/- 0.08, N = 3 SE +/- 0.06, N = 3 SE +/- 0.10, N = 3 8.53 8.46 8.41 8.25 1. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma
Waifu2x-NCNN Vulkan Scale: 2x - Denoise: 3 - TAA: Yes OpenBenchmarking.org Seconds, Fewer Is Better Waifu2x-NCNN Vulkan 20200818 Scale: 2x - Denoise: 3 - TAA: Yes Kubuntu 18.04 Kubuntu 20.10 Kubuntu 20.04 Kubuntu 21.04 Dev 2 4 6 8 10 SE +/- 0.023, N = 3 SE +/- 0.032, N = 3 SE +/- 0.001, N = 3 SE +/- 0.030, N = 3 6.893 7.085 7.089 7.122
Selenium Benchmark: Jetstream 2 - Browser: Firefox OpenBenchmarking.org Score, More Is Better Selenium Benchmark: Jetstream 2 - Browser: Firefox Kubuntu 21.04 Dev Kubuntu 20.04 Kubuntu 20.10 Kubuntu 18.04 16 32 48 64 80 SE +/- 0.58, N = 3 SE +/- 0.76, N = 3 SE +/- 0.94, N = 3 SE +/- 0.22, N = 3 71.48 69.84 69.20 69.20 1. Kubuntu 21.04 Dev: firefox 85.0 2. Kubuntu 20.04: firefox 84.0.2 3. Kubuntu 20.10: firefox 84.0.2 4. Kubuntu 18.04: firefox 84.0.2
GIMP Test: auto-levels OpenBenchmarking.org Seconds, Fewer Is Better GIMP 2.10.18 Test: auto-levels Kubuntu 20.04 Kubuntu 20.10 3 6 9 12 15 SE +/- 0.03, N = 3 SE +/- 0.02, N = 3 12.17 12.55
TensorFlow Lite Model: Mobilenet Quant OpenBenchmarking.org Microseconds, Fewer Is Better TensorFlow Lite 2020-08-23 Model: Mobilenet Quant Kubuntu 21.04 Dev Kubuntu 18.04 Kubuntu 20.10 Kubuntu 20.04 60K 120K 180K 240K 300K SE +/- 2857.47, N = 3 SE +/- 1674.42, N = 3 SE +/- 1681.54, N = 3 SE +/- 1758.48, N = 3 277899 279323 279621 286470
WebP Image Encode Encode Settings: Quality 100 OpenBenchmarking.org Encode Time - Seconds, Fewer Is Better WebP Image Encode 1.1 Encode Settings: Quality 100 Kubuntu 20.10 Kubuntu 18.04 Kubuntu 21.04 Dev Kubuntu 20.04 0.5506 1.1012 1.6518 2.2024 2.753 SE +/- 0.029, N = 3 SE +/- 0.001, N = 3 SE +/- 0.032, N = 3 SE +/- 0.021, N = 3 2.376 2.387 2.427 2.447 1. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff
Mobile Neural Network Model: SqueezeNetV1.0 OpenBenchmarking.org ms, Fewer Is Better Mobile Neural Network 1.1.1 Model: SqueezeNetV1.0 Kubuntu 21.04 Dev Kubuntu 20.10 Kubuntu 20.04 Kubuntu 18.04 2 4 6 8 10 SE +/- 0.020, N = 3 SE +/- 0.052, N = 3 SE +/- 0.018, N = 3 SE +/- 0.058, N = 3 8.128 8.181 8.295 8.370 MIN: 7.71 / MAX: 9.79 MIN: 7.69 / MAX: 9.11 MIN: 7.93 / MAX: 14.46 MIN: 7.85 / MAX: 27.53 1. (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
DeepSpeech Acceleration: CPU OpenBenchmarking.org Seconds, Fewer Is Better DeepSpeech 0.6 Acceleration: CPU Kubuntu 20.10 Kubuntu 20.04 Kubuntu 21.04 Dev Kubuntu 18.04 20 40 60 80 100 SE +/- 0.43, N = 3 SE +/- 0.47, N = 3 SE +/- 0.59, N = 3 SE +/- 0.40, N = 3 73.74 74.15 74.22 75.93
GROMACS Water Benchmark OpenBenchmarking.org Ns Per Day, More Is Better GROMACS 2020.3 Water Benchmark Kubuntu 18.04 Kubuntu 20.04 Kubuntu 21.04 Dev Kubuntu 20.10 0.1339 0.2678 0.4017 0.5356 0.6695 SE +/- 0.001, N = 3 SE +/- 0.001, N = 3 SE +/- 0.003, N = 3 SE +/- 0.002, N = 3 0.595 0.583 0.580 0.579 1. (CXX) g++ options: -O3 -pthread -lrt -lpthread -lm
Opus Codec Encoding WAV To Opus Encode OpenBenchmarking.org Seconds, Fewer Is Better Opus Codec Encoding 1.3.1 WAV To Opus Encode Kubuntu 21.04 Dev Kubuntu 20.04 Kubuntu 20.10 Kubuntu 18.04 2 4 6 8 10 SE +/- 0.022, N = 5 SE +/- 0.013, N = 5 SE +/- 0.026, N = 5 SE +/- 0.052, N = 5 8.540 8.610 8.610 8.772 1. (CXX) g++ options: -fvisibility=hidden -logg -lm
Appleseed Scene: Material Tester OpenBenchmarking.org Seconds, Fewer Is Better Appleseed 2.0 Beta Scene: Material Tester Kubuntu 21.04 Dev Kubuntu 18.04 Kubuntu 20.10 Kubuntu 20.04 110 220 330 440 550 487.67 492.64 494.59 500.91
NCNN Target: CPU - Model: yolov4-tiny OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: CPU - Model: yolov4-tiny Kubuntu 21.04 Dev Kubuntu 18.04 Kubuntu 20.04 Kubuntu 20.10 9 18 27 36 45 SE +/- 0.34, N = 3 SE +/- 0.39, N = 3 SE +/- 0.90, N = 3 SE +/- 0.66, N = 3 36.86 37.36 37.52 37.86 MIN: 33.62 / MAX: 166.93 MIN: 34.4 / MAX: 92.29 MIN: 34.12 / MAX: 88.4 MIN: 35.44 / MAX: 91.71 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NAMD ATPase Simulation - 327,506 Atoms OpenBenchmarking.org days/ns, Fewer Is Better NAMD 2.14 ATPase Simulation - 327,506 Atoms Kubuntu 20.04 Kubuntu 18.04 Kubuntu 21.04 Dev Kubuntu 20.10 0.826 1.652 2.478 3.304 4.13 SE +/- 0.00978, N = 3 SE +/- 0.00207, N = 3 SE +/- 0.00521, N = 3 SE +/- 0.00729, N = 3 3.57506 3.58034 3.66448 3.67104
WavPack Audio Encoding WAV To WavPack OpenBenchmarking.org Seconds, Fewer Is Better WavPack Audio Encoding 5.3 WAV To WavPack Kubuntu 20.04 Kubuntu 18.04 Kubuntu 21.04 Dev Kubuntu 20.10 4 8 12 16 20 SE +/- 0.01, N = 5 SE +/- 0.01, N = 5 SE +/- 0.02, N = 5 SE +/- 0.10, N = 5 14.58 14.68 14.78 14.95 1. (CXX) g++ options: -rdynamic
LuxCoreRender Scene: DLSC OpenBenchmarking.org M samples/sec, More Is Better LuxCoreRender 2.3 Scene: DLSC Kubuntu 21.04 Dev Kubuntu 18.04 Kubuntu 20.10 Kubuntu 20.04 0.1823 0.3646 0.5469 0.7292 0.9115 SE +/- 0.01, N = 5 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 0.81 0.81 0.80 0.79 MIN: 0.73 / MAX: 1.02 MIN: 0.74 / MAX: 1.01 MIN: 0.73 / MAX: 1.02 MIN: 0.73 / MAX: 1
Embree Binary: Pathtracer - Model: Crown OpenBenchmarking.org Frames Per Second, More Is Better Embree 3.9.0 Binary: Pathtracer - Model: Crown Kubuntu 20.10 Kubuntu 21.04 Dev Kubuntu 18.04 Kubuntu 20.04 1.2139 2.4278 3.6417 4.8556 6.0695 SE +/- 0.0740, N = 3 SE +/- 0.0523, N = 6 SE +/- 0.0547, N = 3 SE +/- 0.0509, N = 3 5.3952 5.3604 5.3310 5.2722 MIN: 5.14 / MAX: 7.16 MIN: 5.11 / MAX: 7.19 MIN: 4.97 / MAX: 6.96 MIN: 5.1 / MAX: 7.08
Appleseed Scene: Disney Material OpenBenchmarking.org Seconds, Fewer Is Better Appleseed 2.0 Beta Scene: Disney Material Kubuntu 21.04 Dev Kubuntu 18.04 Kubuntu 20.04 Kubuntu 20.10 120 240 360 480 600 531.86 534.83 542.05 542.45
OCRMyPDF Processing 60 Page PDF Document OpenBenchmarking.org Seconds, Fewer Is Better OCRMyPDF 10.3.1+dfsg Processing 60 Page PDF Document Kubuntu 21.04 Dev Kubuntu 20.10 8 16 24 32 40 SE +/- 0.33, N = 7 SE +/- 0.49, N = 12 35.26 35.36
Darktable Test: Server Room - Acceleration: OpenCL OpenBenchmarking.org Seconds, Fewer Is Better Darktable 3.4.0 Test: Server Room - Acceleration: OpenCL Kubuntu 20.10 Kubuntu 20.04 Kubuntu 21.04 Dev 0.2264 0.4528 0.6792 0.9056 1.132 SE +/- 0.014, N = 3 SE +/- 0.008, N = 3 SE +/- 0.010, N = 5 0.987 0.988 1.006
Darktable Test: Server Rack - Acceleration: OpenCL OpenBenchmarking.org Seconds, Fewer Is Better Darktable 3.4.0 Test: Server Rack - Acceleration: OpenCL Kubuntu 20.04 Kubuntu 20.10 Kubuntu 21.04 Dev 0.036 0.072 0.108 0.144 0.18 SE +/- 0.000, N = 3 SE +/- 0.002, N = 3 SE +/- 0.001, N = 3 0.157 0.159 0.160
Embree Binary: Pathtracer ISPC - Model: Crown OpenBenchmarking.org Frames Per Second, More Is Better Embree 3.9.0 Binary: Pathtracer ISPC - Model: Crown Kubuntu 21.04 Dev Kubuntu 20.10 Kubuntu 18.04 Kubuntu 20.04 2 4 6 8 10 SE +/- 0.0423, N = 3 SE +/- 0.0293, N = 3 SE +/- 0.0325, N = 3 SE +/- 0.0444, N = 3 6.1501 6.1454 6.1010 6.0393 MIN: 5.93 / MAX: 8.22 MIN: 5.91 / MAX: 8.2 MIN: 5.91 / MAX: 8.04 MIN: 5.89 / MAX: 8.03
WebP Image Encode Encode Settings: Quality 100, Lossless OpenBenchmarking.org Encode Time - Seconds, Fewer Is Better WebP Image Encode 1.1 Encode Settings: Quality 100, Lossless Kubuntu 20.04 Kubuntu 20.10 Kubuntu 21.04 Dev Kubuntu 18.04 4 8 12 16 20 SE +/- 0.07, N = 3 SE +/- 0.04, N = 3 SE +/- 0.03, N = 3 SE +/- 0.07, N = 3 17.10 17.26 17.41 17.41 1. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff
GIMP Test: rotate OpenBenchmarking.org Seconds, Fewer Is Better GIMP 2.10.18 Test: rotate Kubuntu 20.04 Kubuntu 20.10 3 6 9 12 15 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 11.87 12.08
Etcpak Configuration: ETC2 OpenBenchmarking.org Mpx/s, More Is Better Etcpak 0.7 Configuration: ETC2 Kubuntu 20.04 Kubuntu 20.10 Kubuntu 18.04 Kubuntu 21.04 Dev 40 80 120 160 200 SE +/- 0.49, N = 3 SE +/- 0.36, N = 3 SE +/- 0.36, N = 3 SE +/- 1.32, N = 3 189.46 189.02 188.06 186.23 1. (CXX) g++ options: -O3 -march=native -std=c++11 -lpthread
TensorFlow Lite Model: Inception ResNet V2 OpenBenchmarking.org Microseconds, Fewer Is Better TensorFlow Lite 2020-08-23 Model: Inception ResNet V2 Kubuntu 21.04 Dev Kubuntu 18.04 Kubuntu 20.10 Kubuntu 20.04 1.2M 2.4M 3.6M 4.8M 6M SE +/- 35712.27, N = 3 SE +/- 14060.47, N = 3 SE +/- 13129.24, N = 3 SE +/- 18982.52, N = 3 5306953 5317610 5326567 5388070
x265 Video Input: Bosphorus 1080p OpenBenchmarking.org Frames Per Second, More Is Better x265 3.4 Video Input: Bosphorus 1080p Kubuntu 21.04 Dev Kubuntu 20.10 Kubuntu 18.04 Kubuntu 20.04 9 18 27 36 45 SE +/- 0.30, N = 9 SE +/- 0.23, N = 15 SE +/- 0.20, N = 15 SE +/- 0.24, N = 3 37.02 36.78 36.67 36.57 1. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma
TensorFlow Lite Model: Inception V4 OpenBenchmarking.org Microseconds, Fewer Is Better TensorFlow Lite 2020-08-23 Model: Inception V4 Kubuntu 18.04 Kubuntu 20.10 Kubuntu 21.04 Dev Kubuntu 20.04 1.3M 2.6M 3.9M 5.2M 6.5M SE +/- 18581.09, N = 3 SE +/- 16560.34, N = 3 SE +/- 21795.17, N = 3 SE +/- 28501.47, N = 3 5876820 5883677 5886227 5948167
TensorFlow Lite Model: Mobilenet Float OpenBenchmarking.org Microseconds, Fewer Is Better TensorFlow Lite 2020-08-23 Model: Mobilenet Float Kubuntu 21.04 Dev Kubuntu 20.10 Kubuntu 18.04 Kubuntu 20.04 60K 120K 180K 240K 300K SE +/- 3420.74, N = 3 SE +/- 2268.06, N = 3 SE +/- 2175.88, N = 3 SE +/- 2160.16, N = 3 273776 275014 275401 277078
Git Time To Complete Common Git Commands OpenBenchmarking.org Seconds, Fewer Is Better Git Time To Complete Common Git Commands Kubuntu 20.04 Kubuntu 21.04 Dev Kubuntu 18.04 Kubuntu 20.10 11 22 33 44 55 SE +/- 0.23, N = 3 SE +/- 0.19, N = 3 SE +/- 0.11, N = 3 SE +/- 0.19, N = 3 49.63 49.95 50.17 50.20 1. Kubuntu 20.04: git version 2.25.1 2. Kubuntu 21.04 Dev: git version 2.29.2 3. Kubuntu 18.04: git version 2.17.1 4. Kubuntu 20.10: git version 2.27.0
IndigoBench Acceleration: CPU - Scene: Bedroom OpenBenchmarking.org M samples/s, More Is Better IndigoBench 4.4 Acceleration: CPU - Scene: Bedroom Kubuntu 21.04 Dev Kubuntu 20.10 Kubuntu 20.04 Kubuntu 18.04 0.1899 0.3798 0.5697 0.7596 0.9495 SE +/- 0.003, N = 3 SE +/- 0.001, N = 3 SE +/- 0.000, N = 3 SE +/- 0.003, N = 3 0.844 0.844 0.843 0.835
Selenium Benchmark: ARES-6 - Browser: Firefox OpenBenchmarking.org ms, Fewer Is Better Selenium Benchmark: ARES-6 - Browser: Firefox Kubuntu 21.04 Dev Kubuntu 18.04 Kubuntu 20.10 Kubuntu 20.04 13 26 39 52 65 SE +/- 0.18, N = 3 SE +/- 0.13, N = 3 SE +/- 0.39, N = 3 SE +/- 0.10, N = 3 58.67 59.03 59.25 59.28 1. Kubuntu 21.04 Dev: firefox 85.0 2. Kubuntu 18.04: firefox 84.0.2 3. Kubuntu 20.10: firefox 84.0.2 4. Kubuntu 20.04: firefox 84.0.2
RedShift Demo OpenBenchmarking.org Seconds, Fewer Is Better RedShift Demo 3.0 Kubuntu 18.04 Kubuntu 20.10 Kubuntu 21.04 Dev Kubuntu 20.04 110 220 330 440 550 SE +/- 0.33, N = 3 SE +/- 0.33, N = 3 490 493 494 495
TNN Target: CPU - Model: SqueezeNet v1.1 OpenBenchmarking.org ms, Fewer Is Better TNN 0.2.3 Target: CPU - Model: SqueezeNet v1.1 Kubuntu 18.04 Kubuntu 20.10 Kubuntu 21.04 Dev Kubuntu 20.04 70 140 210 280 350 SE +/- 0.19, N = 3 SE +/- 0.26, N = 3 SE +/- 0.49, N = 3 SE +/- 0.08, N = 3 299.47 301.26 302.12 302.42 MIN: 298.48 / MAX: 315.62 MIN: 300.25 / MAX: 303.87 MIN: 300.66 / MAX: 304.49 MIN: 301.53 / MAX: 306.55 1. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl
IndigoBench Acceleration: CPU - Scene: Supercar OpenBenchmarking.org M samples/s, More Is Better IndigoBench 4.4 Acceleration: CPU - Scene: Supercar Kubuntu 21.04 Dev Kubuntu 20.10 Kubuntu 18.04 Kubuntu 20.04 0.4262 0.8524 1.2786 1.7048 2.131 SE +/- 0.003, N = 3 SE +/- 0.003, N = 3 SE +/- 0.011, N = 3 SE +/- 0.002, N = 3 1.894 1.894 1.884 1.877
Blender Blend File: Barbershop - Compute: NVIDIA OptiX OpenBenchmarking.org Seconds, Fewer Is Better Blender 2.90 Blend File: Barbershop - Compute: NVIDIA OptiX Kubuntu 18.04 Kubuntu 20.10 Kubuntu 21.04 Dev Kubuntu 20.04 400 800 1200 1600 2000 SE +/- 1.62, N = 3 SE +/- 0.97, N = 3 SE +/- 1.63, N = 3 SE +/- 1.41, N = 3 1858.37 1870.68 1873.17 1875.04
TensorFlow Lite Model: NASNet Mobile OpenBenchmarking.org Microseconds, Fewer Is Better TensorFlow Lite 2020-08-23 Model: NASNet Mobile Kubuntu 20.10 Kubuntu 21.04 Dev Kubuntu 18.04 Kubuntu 20.04 70K 140K 210K 280K 350K SE +/- 2473.27, N = 3 SE +/- 2897.67, N = 3 SE +/- 2558.65, N = 3 SE +/- 1975.67, N = 3 346734 347106 347299 349195
GIMP Test: rotate OpenBenchmarking.org Seconds, Fewer Is Better GIMP 2.10.22 Test: rotate Kubuntu 21.04 Dev 3 6 9 12 15 SE +/- 0.01, N = 3 12.29
Appleseed Scene: Emily OpenBenchmarking.org Seconds, Fewer Is Better Appleseed 2.0 Beta Scene: Emily Kubuntu 21.04 Dev Kubuntu 18.04 Kubuntu 20.04 Kubuntu 20.10 200 400 600 800 1000 866.70 869.31 871.12 872.70
RealSR-NCNN Scale: 4x - TAA: No OpenBenchmarking.org Seconds, Fewer Is Better RealSR-NCNN 20200818 Scale: 4x - TAA: No Kubuntu 18.04 Kubuntu 21.04 Dev Kubuntu 20.10 Kubuntu 20.04 4 8 12 16 20 SE +/- 0.05, N = 3 SE +/- 0.03, N = 3 SE +/- 0.02, N = 3 SE +/- 0.04, N = 3 16.49 16.57 16.60 16.61
OctaneBench Total Score OpenBenchmarking.org Score, More Is Better OctaneBench 2020.1 Total Score Kubuntu 20.10 Kubuntu 21.04 Dev Kubuntu 18.04 Kubuntu 20.04 40 80 120 160 200 181.01 180.83 180.68 179.88
Waifu2x-NCNN Vulkan Scale: 2x - Denoise: 3 - TAA: No OpenBenchmarking.org Seconds, Fewer Is Better Waifu2x-NCNN Vulkan 20200818 Scale: 2x - Denoise: 3 - TAA: No Kubuntu 20.04 Kubuntu 20.10 Kubuntu 18.04 Kubuntu 21.04 Dev 0.4682 0.9364 1.4046 1.8728 2.341 SE +/- 0.008, N = 3 SE +/- 0.010, N = 3 SE +/- 0.012, N = 3 2.068 2.073 2.078 2.081
GIMP Test: unsharp-mask OpenBenchmarking.org Seconds, Fewer Is Better GIMP 2.10.18 Test: unsharp-mask Kubuntu 20.04 Kubuntu 20.10 4 8 12 16 20 SE +/- 0.05, N = 3 SE +/- 0.02, N = 3 14.87 14.95
IndigoBench Acceleration: OpenCL GPU - Scene: Supercar OpenBenchmarking.org M samples/s, More Is Better IndigoBench 4.4 Acceleration: OpenCL GPU - Scene: Supercar Kubuntu 20.04 Kubuntu 20.10 Kubuntu 21.04 Dev Kubuntu 18.04 4 8 12 16 20 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.05, N = 3 17.65 17.65 17.64 17.56
Darktable Test: Masskrug - Acceleration: OpenCL OpenBenchmarking.org Seconds, Fewer Is Better Darktable 3.4.0 Test: Masskrug - Acceleration: OpenCL Kubuntu 21.04 Dev Kubuntu 20.10 Kubuntu 20.04 0.9846 1.9692 2.9538 3.9384 4.923 SE +/- 0.003, N = 3 SE +/- 0.010, N = 3 SE +/- 0.017, N = 3 4.353 4.370 4.376
NCNN Target: Vulkan GPU - Model: squeezenet_ssd OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: Vulkan GPU - Model: squeezenet_ssd Kubuntu 20.04 Kubuntu 20.10 Kubuntu 21.04 Dev Kubuntu 18.04 6 12 18 24 30 SE +/- 0.08, N = 3 SE +/- 0.01, N = 3 SE +/- 0.44, N = 3 SE +/- 0.33, N = 3 26.98 26.99 27.01 27.12 MIN: 25.24 / MAX: 119.72 MIN: 25.41 / MAX: 66.24 MIN: 24.75 / MAX: 194.11 MIN: 24.67 / MAX: 68.77 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
Selenium Benchmark: PSPDFKit WASM - Browser: Firefox OpenBenchmarking.org Score, Fewer Is Better Selenium Benchmark: PSPDFKit WASM - Browser: Firefox Kubuntu 20.04 Kubuntu 21.04 Dev Kubuntu 18.04 Kubuntu 20.10 700 1400 2100 2800 3500 SE +/- 11.36, N = 3 SE +/- 7.77, N = 3 SE +/- 4.84, N = 3 SE +/- 4.67, N = 3 3353 3355 3362 3369 1. Kubuntu 20.04: firefox 84.0.2 2. Kubuntu 21.04 Dev: firefox 85.0 3. Kubuntu 18.04: firefox 84.0.2 4. Kubuntu 20.10: firefox 84.0.2
Darktable Test: Boat - Acceleration: OpenCL OpenBenchmarking.org Seconds, Fewer Is Better Darktable 3.4.0 Test: Boat - Acceleration: OpenCL Kubuntu 20.04 Kubuntu 21.04 Dev Kubuntu 20.10 0.5787 1.1574 1.7361 2.3148 2.8935 SE +/- 0.009, N = 3 SE +/- 0.006, N = 3 SE +/- 0.009, N = 3 2.560 2.561 2.572
Selenium Benchmark: StyleBench - Browser: Firefox OpenBenchmarking.org Runs / Minute, More Is Better Selenium Benchmark: StyleBench - Browser: Firefox Kubuntu 20.04 Kubuntu 18.04 Kubuntu 20.10 Kubuntu 21.04 Dev 20 40 60 80 100 SE +/- 0.30, N = 3 SE +/- 0.38, N = 3 SE +/- 0.44, N = 3 SE +/- 0.62, N = 3 92.6 92.6 92.3 92.2 1. Kubuntu 20.04: firefox 84.0.2 2. Kubuntu 18.04: firefox 84.0.2 3. Kubuntu 20.10: firefox 84.0.2 4. Kubuntu 21.04 Dev: firefox 85.0
RealSR-NCNN Scale: 4x - TAA: Yes OpenBenchmarking.org Seconds, Fewer Is Better RealSR-NCNN 20200818 Scale: 4x - TAA: Yes Kubuntu 18.04 Kubuntu 21.04 Dev Kubuntu 20.10 Kubuntu 20.04 20 40 60 80 100 SE +/- 0.21, N = 3 SE +/- 0.35, N = 3 SE +/- 0.18, N = 3 SE +/- 0.23, N = 3 109.83 109.87 109.95 110.25
GIMP Test: unsharp-mask OpenBenchmarking.org Seconds, Fewer Is Better GIMP 2.10.22 Test: unsharp-mask Kubuntu 21.04 Dev 4 8 12 16 20 SE +/- 0.03, N = 3 15.14
IndigoBench Acceleration: OpenCL GPU - Scene: Bedroom OpenBenchmarking.org M samples/s, More Is Better IndigoBench 4.4 Acceleration: OpenCL GPU - Scene: Bedroom Kubuntu 20.10 Kubuntu 18.04 Kubuntu 20.04 Kubuntu 21.04 Dev 1.2206 2.4412 3.6618 4.8824 6.103 SE +/- 0.007, N = 3 SE +/- 0.011, N = 3 SE +/- 0.004, N = 3 SE +/- 0.015, N = 3 5.425 5.413 5.408 5.407
GIMP Test: resize OpenBenchmarking.org Seconds, Fewer Is Better GIMP 2.10.22 Test: resize Kubuntu 21.04 Dev 2 4 6 8 10 SE +/- 0.036, N = 3 8.888
GIMP Test: auto-levels OpenBenchmarking.org Seconds, Fewer Is Better GIMP 2.10.22 Test: auto-levels Kubuntu 21.04 Dev 3 6 9 12 15 SE +/- 0.01, N = 3 12.70
OCRMyPDF Processing 60 Page PDF Document OpenBenchmarking.org Seconds, Fewer Is Better OCRMyPDF 9.6.0+dfsg Processing 60 Page PDF Document Kubuntu 20.04 11 22 33 44 55 SE +/- 0.67, N = 3 48.67
OCRMyPDF Processing 60 Page PDF Document OpenBenchmarking.org Seconds, Fewer Is Better OCRMyPDF 6.1.2 Processing 60 Page PDF Document Kubuntu 18.04 13 26 39 52 65 SE +/- 0.60, N = 5 56.45
GIMP Test: unsharp-mask OpenBenchmarking.org Seconds, Fewer Is Better GIMP 2.10.14 Test: unsharp-mask Kubuntu 18.04 4 8 12 16 20 SE +/- 0.03, N = 3 18.27
GIMP Test: auto-levels OpenBenchmarking.org Seconds, Fewer Is Better GIMP 2.10.14 Test: auto-levels Kubuntu 18.04 4 8 12 16 20 SE +/- 0.03, N = 3 15.17
GIMP Test: rotate OpenBenchmarking.org Seconds, Fewer Is Better GIMP 2.10.14 Test: rotate Kubuntu 18.04 4 8 12 16 20 SE +/- 0.03, N = 3 14.60
GIMP Test: resize OpenBenchmarking.org Seconds, Fewer Is Better GIMP 2.10.14 Test: resize Kubuntu 18.04 2 4 6 8 10 SE +/- 0.028, N = 3 7.644
Darktable Test: Server Room - Acceleration: CPU-only OpenBenchmarking.org Seconds, Fewer Is Better Darktable 2.4.2 Test: Server Room - Acceleration: CPU-only Kubuntu 18.04 1.2096 2.4192 3.6288 4.8384 6.048 SE +/- 0.010, N = 3 5.376
Darktable Test: Server Rack - Acceleration: CPU-only OpenBenchmarking.org Seconds, Fewer Is Better Darktable 2.4.2 Test: Server Rack - Acceleration: CPU-only Kubuntu 18.04 0.0486 0.0972 0.1458 0.1944 0.243 SE +/- 0.000, N = 3 0.216
Darktable Test: Server Room - Acceleration: OpenCL OpenBenchmarking.org Seconds, Fewer Is Better Darktable 2.4.2 Test: Server Room - Acceleration: OpenCL Kubuntu 18.04 0.2102 0.4204 0.6306 0.8408 1.051 SE +/- 0.010, N = 3 0.934
Darktable Test: Server Rack - Acceleration: OpenCL OpenBenchmarking.org Seconds, Fewer Is Better Darktable 2.4.2 Test: Server Rack - Acceleration: OpenCL Kubuntu 18.04 0.0299 0.0598 0.0897 0.1196 0.1495 SE +/- 0.001, N = 3 0.133
Darktable Test: Masskrug - Acceleration: CPU-only OpenBenchmarking.org Seconds, Fewer Is Better Darktable 2.4.2 Test: Masskrug - Acceleration: CPU-only Kubuntu 18.04 2 4 6 8 10 SE +/- 0.045, N = 3 7.822
Darktable Test: Masskrug - Acceleration: OpenCL OpenBenchmarking.org Seconds, Fewer Is Better Darktable 2.4.2 Test: Masskrug - Acceleration: OpenCL Kubuntu 18.04 1.1817 2.3634 3.5451 4.7268 5.9085 SE +/- 0.010, N = 3 5.252
Darktable Test: Boat - Acceleration: CPU-only OpenBenchmarking.org Seconds, Fewer Is Better Darktable 2.4.2 Test: Boat - Acceleration: CPU-only Kubuntu 18.04 4 8 12 16 20 SE +/- 0.11, N = 13 16.30
Darktable Test: Boat - Acceleration: OpenCL OpenBenchmarking.org Seconds, Fewer Is Better Darktable 2.4.2 Test: Boat - Acceleration: OpenCL Kubuntu 18.04 0.5697 1.1394 1.7091 2.2788 2.8485 SE +/- 0.010, N = 3 2.532
Darktable Test: Server Room - Acceleration: CPU-only OpenBenchmarking.org Seconds, Fewer Is Better Darktable 3.4.0 Test: Server Room - Acceleration: CPU-only Kubuntu 21.04 Dev Kubuntu 20.10 Kubuntu 20.04 1.3127 2.6254 3.9381 5.2508 6.5635 SE +/- 0.008, N = 3 SE +/- 0.031, N = 3 SE +/- 0.120, N = 15 5.105 5.144 5.834
Darktable Test: Server Rack - Acceleration: CPU-only OpenBenchmarking.org Seconds, Fewer Is Better Darktable 3.4.0 Test: Server Rack - Acceleration: CPU-only Kubuntu 20.10 Kubuntu 21.04 Dev Kubuntu 20.04 0.0556 0.1112 0.1668 0.2224 0.278 SE +/- 0.000, N = 3 SE +/- 0.007, N = 15 SE +/- 0.007, N = 15 0.229 0.244 0.247
Selenium Benchmark: MotionMark - Browser: Firefox OpenBenchmarking.org Score, More Is Better Selenium Benchmark: MotionMark - Browser: Firefox Kubuntu 20.04 Kubuntu 18.04 Kubuntu 20.10 Kubuntu 21.04 Dev 40 80 120 160 200 SE +/- 5.51, N = 9 SE +/- 5.06, N = 9 SE +/- 3.29, N = 9 SE +/- 6.28, N = 9 158.96 158.94 157.49 157.28 1. Kubuntu 20.04: firefox 84.0.2 2. Kubuntu 18.04: firefox 84.0.2 3. Kubuntu 20.10: firefox 84.0.2 4. Kubuntu 21.04 Dev: firefox 85.0
Blender Blend File: BMW27 - Compute: NVIDIA OptiX OpenBenchmarking.org Seconds, Fewer Is Better Blender 2.90 Blend File: BMW27 - Compute: NVIDIA OptiX Kubuntu 20.10 Kubuntu 21.04 Dev Kubuntu 20.04 Kubuntu 18.04 10 20 30 40 50 SE +/- 0.02, N = 3 SE +/- 0.02, N = 3 SE +/- 3.64, N = 15 SE +/- 3.75, N = 15 37.99 38.08 41.68 42.76
NCNN Target: Vulkan GPU - Model: regnety_400m OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: Vulkan GPU - Model: regnety_400m Kubuntu 21.04 Dev Kubuntu 20.10 Kubuntu 20.04 Kubuntu 18.04 5 10 15 20 25 SE +/- 1.15, N = 3 SE +/- 1.24, N = 3 SE +/- 0.04, N = 3 SE +/- 1.00, N = 3 17.63 17.85 18.28 18.37 MIN: 15.13 / MAX: 95.45 MIN: 15.25 / MAX: 61.44 MIN: 16.5 / MAX: 60.37 MIN: 15.49 / MAX: 54.79 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: alexnet OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: Vulkan GPU - Model: alexnet Kubuntu 21.04 Dev Kubuntu 20.04 Kubuntu 20.10 Kubuntu 18.04 4 8 12 16 20 SE +/- 0.63, N = 3 SE +/- 0.25, N = 3 SE +/- 0.95, N = 3 SE +/- 0.40, N = 3 15.95 16.37 16.68 18.11 MIN: 14.53 / MAX: 40.18 MIN: 15.39 / MAX: 17.17 MIN: 14.51 / MAX: 57.44 MIN: 15.86 / MAX: 44.86 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: resnet18 OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: Vulkan GPU - Model: resnet18 Kubuntu 21.04 Dev Kubuntu 20.10 Kubuntu 18.04 Kubuntu 20.04 5 10 15 20 25 SE +/- 0.93, N = 3 SE +/- 1.18, N = 3 SE +/- 0.45, N = 3 SE +/- 0.05, N = 3 19.22 19.76 21.10 21.21 MIN: 17.17 / MAX: 106.24 MIN: 17.18 / MAX: 100.96 MIN: 18.93 / MAX: 49.38 MIN: 18.71 / MAX: 101.32 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: googlenet OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: Vulkan GPU - Model: googlenet Kubuntu 20.10 Kubuntu 21.04 Dev Kubuntu 18.04 Kubuntu 20.04 5 10 15 20 25 SE +/- 1.29, N = 3 SE +/- 1.29, N = 3 SE +/- 0.93, N = 3 SE +/- 0.01, N = 3 19.70 19.72 20.53 21.21 MIN: 16.9 / MAX: 56.42 MIN: 16.99 / MAX: 167.71 MIN: 17.52 / MAX: 51.08 MIN: 19.3 / MAX: 55.25 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: blazeface OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: Vulkan GPU - Model: blazeface Kubuntu 18.04 Kubuntu 21.04 Dev Kubuntu 20.10 Kubuntu 20.04 0.6233 1.2466 1.8699 2.4932 3.1165 SE +/- 0.18, N = 3 SE +/- 0.19, N = 3 SE +/- 0.18, N = 3 SE +/- 0.00, N = 3 2.43 2.46 2.56 2.77 MIN: 2.04 / MAX: 8.82 MIN: 2.07 / MAX: 3.35 MIN: 2.15 / MAX: 5.17 MIN: 2.6 / MAX: 3.02 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: efficientnet-b0 OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: Vulkan GPU - Model: efficientnet-b0 Kubuntu 20.10 Kubuntu 21.04 Dev Kubuntu 18.04 Kubuntu 20.04 3 6 9 12 15 SE +/- 0.55, N = 3 SE +/- 0.25, N = 3 SE +/- 0.53, N = 3 SE +/- 0.21, N = 3 9.06 9.36 9.50 9.88 MIN: 7.88 / MAX: 12.02 MIN: 7.91 / MAX: 79.72 MIN: 8.35 / MAX: 10.44 MIN: 8.99 / MAX: 22.42 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: mnasnet OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: Vulkan GPU - Model: mnasnet Kubuntu 21.04 Dev Kubuntu 18.04 Kubuntu 20.10 Kubuntu 20.04 2 4 6 8 10 SE +/- 0.45, N = 3 SE +/- 0.35, N = 3 SE +/- 0.64, N = 3 SE +/- 0.25, N = 3 5.70 5.73 6.08 6.68 MIN: 4.73 / MAX: 11.3 MIN: 4.99 / MAX: 7.6 MIN: 4.75 / MAX: 55.1 MIN: 5.48 / MAX: 90.79 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: shufflenet-v2 OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: Vulkan GPU - Model: shufflenet-v2 Kubuntu 20.10 Kubuntu 21.04 Dev Kubuntu 20.04 Kubuntu 18.04 2 4 6 8 10 SE +/- 0.58, N = 3 SE +/- 0.73, N = 3 SE +/- 0.40, N = 3 SE +/- 0.65, N = 3 7.84 8.36 8.52 8.92 MIN: 6.56 / MAX: 12.57 MIN: 6.74 / MAX: 14.26 MIN: 6.48 / MAX: 61.51 MIN: 6.91 / MAX: 25.87 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3 OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3 Kubuntu 20.10 Kubuntu 20.04 Kubuntu 21.04 Dev Kubuntu 18.04 1.2488 2.4976 3.7464 4.9952 6.244 SE +/- 0.16, N = 3 SE +/- 0.25, N = 3 SE +/- 0.32, N = 3 SE +/- 0.26, N = 3 5.10 5.16 5.41 5.55 MIN: 4.7 / MAX: 6.24 MIN: 4.68 / MAX: 10.14 MIN: 4.69 / MAX: 10.21 MIN: 4.94 / MAX: 9.31 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: regnety_400m OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: CPU - Model: regnety_400m Kubuntu 21.04 Dev Kubuntu 20.10 Kubuntu 20.04 Kubuntu 18.04 5 10 15 20 25 SE +/- 1.01, N = 3 SE +/- 0.93, N = 3 SE +/- 0.14, N = 3 SE +/- 0.45, N = 3 17.35 17.58 18.90 19.18 MIN: 15.19 / MAX: 22.91 MIN: 15.57 / MAX: 53.38 MIN: 17.11 / MAX: 88.58 MIN: 17.15 / MAX: 52.74 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: googlenet OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: CPU - Model: googlenet Kubuntu 20.10 Kubuntu 21.04 Dev Kubuntu 20.04 Kubuntu 18.04 5 10 15 20 25 SE +/- 1.31, N = 3 SE +/- 1.45, N = 3 SE +/- 0.14, N = 3 SE +/- 0.20, N = 3 19.72 20.10 21.27 21.36 MIN: 16.89 / MAX: 92.09 MIN: 17 / MAX: 94.31 MIN: 19.01 / MAX: 110.42 MIN: 19.08 / MAX: 52.51 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: blazeface OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: CPU - Model: blazeface Kubuntu 20.10 Kubuntu 21.04 Dev Kubuntu 20.04 Kubuntu 18.04 0.6188 1.2376 1.8564 2.4752 3.094 SE +/- 0.19, N = 3 SE +/- 0.26, N = 3 SE +/- 0.07, N = 3 SE +/- 0.20, N = 3 2.55 2.62 2.71 2.75 MIN: 2.12 / MAX: 3.61 MIN: 2.08 / MAX: 3.2 MIN: 2.36 / MAX: 3.08 MIN: 2.42 / MAX: 11.96 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: efficientnet-b0 OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: CPU - Model: efficientnet-b0 Kubuntu 20.10 Kubuntu 21.04 Dev Kubuntu 20.04 Kubuntu 18.04 3 6 9 12 15 SE +/- 0.53, N = 3 SE +/- 0.69, N = 3 SE +/- 0.09, N = 3 SE +/- 0.21, N = 3 9.03 9.36 9.70 10.24 MIN: 7.89 / MAX: 11.96 MIN: 7.87 / MAX: 31.44 MIN: 9.39 / MAX: 14.8 MIN: 9.72 / MAX: 28.78 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: mnasnet OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: CPU - Model: mnasnet Kubuntu 20.10 Kubuntu 21.04 Dev Kubuntu 18.04 Kubuntu 20.04 2 4 6 8 10 SE +/- 0.54, N = 3 SE +/- 0.51, N = 3 SE +/- 0.39, N = 3 SE +/- 0.04, N = 3 5.86 5.87 5.90 6.19 MIN: 4.75 / MAX: 13.71 MIN: 4.74 / MAX: 13.74 MIN: 4.98 / MAX: 6.69 MIN: 5.81 / MAX: 12.07 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: shufflenet-v2 OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: CPU - Model: shufflenet-v2 Kubuntu 20.10 Kubuntu 21.04 Dev Kubuntu 20.04 Kubuntu 18.04 2 4 6 8 10 SE +/- 0.73, N = 3 SE +/- 0.63, N = 3 SE +/- 0.27, N = 3 SE +/- 0.85, N = 3 8.08 8.13 8.74 8.81 MIN: 6.55 / MAX: 34.6 MIN: 6.7 / MAX: 26.74 MIN: 7.76 / MAX: 63.71 MIN: 6.92 / MAX: 33.84 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU-v3-v3 - Model: mobilenet-v3 OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: CPU-v3-v3 - Model: mobilenet-v3 Kubuntu 21.04 Dev Kubuntu 20.10 Kubuntu 18.04 Kubuntu 20.04 2 4 6 8 10 SE +/- 0.25, N = 3 SE +/- 0.41, N = 3 SE +/- 0.49, N = 3 SE +/- 0.17, N = 2 5.16 5.57 5.91 6.75 MIN: 4.65 / MAX: 9.91 MIN: 4.71 / MAX: 18.68 MIN: 5.01 / MAX: 20.73 MIN: 5.29 / MAX: 59.02 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU-v2-v2 - Model: mobilenet-v2 OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: CPU-v2-v2 - Model: mobilenet-v2 Kubuntu 20.10 Kubuntu 21.04 Dev Kubuntu 18.04 Kubuntu 20.04 2 4 6 8 10 SE +/- 0.04, N = 3 SE +/- 0.04, N = 3 SE +/- 0.03, N = 3 SE +/- 0.54, N = 3 5.97 5.97 6.34 6.46 MIN: 5.77 / MAX: 9.55 MIN: 5.77 / MAX: 7.43 MIN: 6.15 / MAX: 7.72 MIN: 5.79 / MAX: 8.59 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
Mobile Neural Network Model: mobilenet-v1-1.0 OpenBenchmarking.org ms, Fewer Is Better Mobile Neural Network 1.1.1 Model: mobilenet-v1-1.0 Kubuntu 18.04 Kubuntu 21.04 Dev Kubuntu 20.10 Kubuntu 20.04 1.3032 2.6064 3.9096 5.2128 6.516 SE +/- 0.204, N = 3 SE +/- 0.004, N = 3 SE +/- 0.014, N = 3 SE +/- 0.022, N = 3 4.903 5.611 5.620 5.792 MIN: 4.18 / MAX: 23.93 MIN: 5.32 / MAX: 7.1 MIN: 5.46 / MAX: 12.18 MIN: 5.56 / MAX: 19.76 1. (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
WebP2 Image Encode Encode Settings: Default OpenBenchmarking.org Seconds, Fewer Is Better WebP2 Image Encode 20210126 Encode Settings: Default Kubuntu 18.04 Kubuntu 21.04 Dev Kubuntu 20.10 Kubuntu 20.04 2 4 6 8 10 SE +/- 0.082, N = 3 SE +/- 0.096, N = 15 SE +/- 0.112, N = 15 SE +/- 0.145, N = 15 6.649 7.413 7.676 8.340 -lGL -lOpenGL -lGLX -lOpenGL -lGLX -lOpenGL -lGLX 1. (CXX) g++ options: -msse4.2 -fno-rtti -O3 -rdynamic -lGLU -lglut -lXmu -lXi -lpthread -ljpeg
libavif avifenc Encoder Speed: 10 OpenBenchmarking.org Seconds, Fewer Is Better libavif avifenc 0.7.3 Encoder Speed: 10 Kubuntu 20.10 Kubuntu 18.04 Kubuntu 21.04 Dev Kubuntu 20.04 2 4 6 8 10 SE +/- 0.017, N = 3 SE +/- 0.011, N = 3 SE +/- 0.007, N = 3 SE +/- 0.107, N = 15 6.186 6.194 6.216 6.445 1. (CXX) g++ options: -O3 -fPIC
libavif avifenc Encoder Speed: 8 OpenBenchmarking.org Seconds, Fewer Is Better libavif avifenc 0.7.3 Encoder Speed: 8 Kubuntu 18.04 Kubuntu 20.10 Kubuntu 21.04 Dev Kubuntu 20.04 2 4 6 8 10 SE +/- 0.025, N = 3 SE +/- 0.058, N = 3 SE +/- 0.016, N = 3 SE +/- 0.142, N = 15 6.635 6.670 6.702 7.066 1. (CXX) g++ options: -O3 -fPIC
LuxCoreRender OpenCL Scene: Rainbow Colors and Prism OpenBenchmarking.org M samples/sec, More Is Better LuxCoreRender OpenCL 2.3 Scene: Rainbow Colors and Prism Kubuntu 21.04 Dev Kubuntu 20.10 Kubuntu 20.04 Kubuntu 18.04 2 4 6 8 10 SE +/- 0.04, N = 3 SE +/- 0.04, N = 3 SE +/- 0.23, N = 12 SE +/- 0.23, N = 12 7.92 7.90 7.69 7.64 MIN: 6.92 / MAX: 8.28 MIN: 6.32 / MAX: 8.25 MIN: 2.26 / MAX: 8.27 MIN: 2.33 / MAX: 8.23
LuxCoreRender OpenCL Scene: LuxCore Benchmark OpenBenchmarking.org M samples/sec, More Is Better LuxCoreRender OpenCL 2.3 Scene: LuxCore Benchmark Kubuntu 21.04 Dev Kubuntu 20.10 Kubuntu 20.04 Kubuntu 18.04 0.5918 1.1836 1.7754 2.3672 2.959 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.06, N = 12 SE +/- 0.05, N = 12 2.63 2.61 2.55 2.53 MIN: 0.2 / MAX: 3.09 MIN: 0.21 / MAX: 3.08 MIN: 0.11 / MAX: 3.09 MIN: 0.1 / MAX: 3.05
LuxCoreRender OpenCL Scene: Food OpenBenchmarking.org M samples/sec, More Is Better LuxCoreRender OpenCL 2.3 Scene: Food Kubuntu 21.04 Dev Kubuntu 20.10 Kubuntu 20.04 Kubuntu 18.04 0.2453 0.4906 0.7359 0.9812 1.2265 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.03, N = 12 SE +/- 0.03, N = 12 1.09 1.09 1.06 1.03 MIN: 0.19 / MAX: 1.35 MIN: 0.19 / MAX: 1.35 MIN: 0.1 / MAX: 1.35 MIN: 0.11 / MAX: 1.32
LuxCoreRender OpenCL Scene: DLSC OpenBenchmarking.org M samples/sec, More Is Better LuxCoreRender OpenCL 2.3 Scene: DLSC Kubuntu 21.04 Dev Kubuntu 20.10 Kubuntu 18.04 Kubuntu 20.04 0.702 1.404 2.106 2.808 3.51 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.07, N = 12 SE +/- 0.07, N = 12 3.12 3.12 3.05 3.04 MIN: 2.81 / MAX: 3.21 MIN: 2.84 / MAX: 3.22 MIN: 0.78 / MAX: 3.22 MIN: 0.76 / MAX: 3.22
Phoronix Test Suite v10.8.4