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 20.04 via the Phoronix Test Suite.

HTML result view exported from: https://openbenchmarking.org/result/2102017-HA-2101307HA17&grt.

Kubuntu Focus 18.04ProcessorMotherboardChipsetMemoryDiskGraphicsAudioNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLOpenCLVulkanCompilerFile-SystemScreen ResolutionKubuntu 18.04Kubuntu 20.04Intel 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 10.1OpenBenchmarking.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 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 1.9.1OpenCL 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 3.8.5Security 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 Focus 18.04appleseed: Emilyappleseed: Disney Materialappleseed: Material Testerastcenc: Thoroughastcenc: Exhaustiveblender: BMW27 - NVIDIA OptiXblender: Barbershop - NVIDIA OptiXbuild2: Time To Compilev-ray: CPUdarktable: Boat - OpenCLdarktable: Boat - CPU-onlydarktable: Masskrug - OpenCLdarktable: Masskrug - CPU-onlydarktable: Server Rack - OpenCLdarktable: Server Room - OpenCLdarktable: Server Rack - CPU-onlydarktable: Server Room - CPU-onlydarktable: Boat - OpenCLdarktable: Boat - CPU-onlydarktable: Masskrug - OpenCLdarktable: Masskrug - CPU-onlydarktable: Server Rack - OpenCLdarktable: Server Room - OpenCLdarktable: Server Rack - CPU-onlydarktable: Server Room - CPU-onlydeepspeech: CPUembree: Pathtracer - Crownembree: Pathtracer ISPC - Crownespeak: Text-To-Speech Synthesisetcpak: ETC1etcpak: ETC2etcpak: ETC1 + Ditheringgmic: 2D Function Plotting, 1000 Timesgegl: Cropgegl: Scalegegl: Reflectgegl: Color Enhancegegl: Rotate 90 Degreesgimp: resizegimp: rotategimp: auto-levelsgimp: unsharp-maskgimp: resizegimp: rotategimp: auto-levelsgimp: unsharp-maskgit: Time To Complete Common Git Commandsglmark2: 1920 x 1080synthmark: VoiceMark_100gromacs: Water Benchmarkhugin: Panorama Photo Assistant + Stitching Timeindigobench: CPU - Bedroomindigobench: CPU - Supercarindigobench: OpenCL GPU - Bedroomindigobench: OpenCL GPU - Supercaravifenc: 8avifenc: 10luxcorerender: DLSCluxcorerender: Rainbow Colors and Prismluxcorerender-cl: DLSCluxcorerender-cl: Foodluxcorerender-cl: LuxCore Benchmarkluxcorerender-cl: Rainbow Colors and Prismmnn: SqueezeNetV1.0mnn: resnet-v2-50mnn: MobileNetV2_224mnn: mobilenet-v1-1.0mnn: inception-v3encode-ape: WAV To APEnamd: ATPase Simulation - 327,506 Atomsncnn: CPU - mobilenetncnn: CPU-v2-v2 - mobilenet-v2ncnn: CPU-v3-v3 - mobilenet-v3ncnn: CPU - shufflenet-v2ncnn: CPU - mnasnetncnn: CPU - efficientnet-b0ncnn: CPU - blazefacencnn: CPU - googlenetncnn: CPU - vgg16ncnn: CPU - resnet18ncnn: CPU - alexnetncnn: CPU - resnet50ncnn: CPU - yolov4-tinyncnn: CPU - squeezenet_ssdncnn: CPU - regnety_400mncnn: Vulkan GPU - mobilenetncnn: Vulkan GPU-v2-v2 - mobilenet-v2ncnn: Vulkan GPU-v3-v3 - mobilenet-v3ncnn: Vulkan GPU - shufflenet-v2ncnn: Vulkan GPU - mnasnetncnn: Vulkan GPU - efficientnet-b0ncnn: Vulkan GPU - blazefacencnn: Vulkan GPU - googlenetncnn: Vulkan GPU - vgg16ncnn: Vulkan GPU - resnet18ncnn: Vulkan GPU - alexnetncnn: Vulkan GPU - resnet50ncnn: Vulkan GPU - yolov4-tinyncnn: Vulkan GPU - squeezenet_ssdncnn: Vulkan GPU - regnety_400mocrmypdf: Processing 60 Page PDF Documentocrmypdf: Processing 60 Page PDF Documentoctanebench: Total Scoreopenfoam: Motorbike 30Mencode-opus: WAV To Opus Encoderav1e: 10rawtherapee: Total Benchmark Timerealsr-ncnn: 4x - Norealsr-ncnn: 4x - Yesredshift: selenium: ARES-6 - Firefoxselenium: Kraken - Firefoxselenium: MotionMark - Firefoxselenium: StyleBench - Firefoxselenium: Jetstream 2 - Firefoxselenium: PSPDFKit WASM - Firefoxsqlite-speedtest: Timed Time - Size 1,000svt-av1: Enc Mode 8 - 1080ptensorflow-lite: SqueezeNettensorflow-lite: Inception V4tensorflow-lite: NASNet Mobiletensorflow-lite: Mobilenet Floattensorflow-lite: Mobilenet Quanttensorflow-lite: Inception ResNet V2tnn: CPU - MobileNet v2tnn: CPU - SqueezeNet v1.1waifu2x-ncnn: 2x - 3 - Nowaifu2x-ncnn: 2x - 3 - Yesencode-wavpack: WAV To WavPackwebp: Defaultwebp: Quality 100webp: Quality 100, Losslesswebp: Quality 100, Highest Compressionwebp2: Defaultwebp2: Quality 75, Compression Effort 7webp2: Quality 95, Compression Effort 7webp2: Quality 100, Compression Effort 5x265: Bosphorus 4Kx265: Bosphorus 1080pyafaray: Total Time For Sample SceneKubuntu 18.04Kubuntu 20.04869.306684534.82731492.63636559.19499.8242.761858.37201.33670792.53216.2975.2527.8220.1330.9340.2165.37675.925445.33106.101027.464319.828188.063299.548116.0247.0044.40729.42856.14039.1267.64414.60215.16518.26750.1746329651.9220.59564.0640.8351.8845.41317.5556.6356.1940.810.863.051.032.537.648.37052.9334.6004.90359.97611.3113.5803426.356.345.918.815.9010.242.7521.3677.6521.2417.6042.7537.3626.5819.1826.486.275.558.925.739.502.4320.5379.5321.1018.1142.9538.0627.1218.3756.454180.680218276.498.7723.40675.49116.493109.83249059.031386.2158.9492.669.195336264.35715.32239721758768203472992754012793235317610319.661299.4702.0786.89314.6811.5482.38717.4147.5716.649505.108920.49325.6598.4636.67334.288871.124963542.04675500.91247766.30518.8841.681875.04239.01368702.5609.3264.3767.2550.1570.9880.2475.83474.149695.27226.039327.048325.035189.461318.528114.6647.8225.43730.12159.00940.6278.50511.86912.17014.86549.6316263695.7330.58358.6800.8431.8775.40817.6507.0666.4450.790.823.041.062.557.698.29556.8774.5755.79262.31411.3033.5750625.426.466.758.746.199.702.7121.2772.9420.7317.0841.1237.5227.5518.9025.225.885.168.526.689.882.7721.2173.3621.2116.3741.0237.6026.9818.2848.671179.875022303.468.6103.30983.48716.605110.25249559.281364.7158.9692.669.835335363.33913.80041392359481673491952770782864705388070332.516302.4182.0687.08914.5781.5662.44717.1027.1938.340532.887972.60429.1298.2536.57327.359OpenBenchmarking.org

Appleseed

Scene: Emily

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: EmilyKubuntu 18.04Kubuntu 20.042004006008001000869.31871.12

Appleseed

Scene: Disney Material

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: Disney MaterialKubuntu 18.04Kubuntu 20.04120240360480600534.83542.05

Appleseed

Scene: Material Tester

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: Material TesterKubuntu 18.04Kubuntu 20.04110220330440550492.64500.91

ASTC Encoder

Preset: Thorough

OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 2.0Preset: ThoroughKubuntu 18.04Kubuntu 20.041530456075SE +/- 0.38, N = 3SE +/- 0.53, N = 359.1966.301. (CXX) g++ options: -std=c++14 -fvisibility=hidden -O3 -flto -mfpmath=sse -mavx2 -mpopcnt -lpthread

ASTC Encoder

Preset: Exhaustive

OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 2.0Preset: ExhaustiveKubuntu 18.04Kubuntu 20.04110220330440550SE +/- 0.66, N = 3SE +/- 1.22, N = 3499.82518.881. (CXX) g++ options: -std=c++14 -fvisibility=hidden -O3 -flto -mfpmath=sse -mavx2 -mpopcnt -lpthread

Blender

Blend File: BMW27 - Compute: NVIDIA OptiX

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: BMW27 - Compute: NVIDIA OptiXKubuntu 18.04Kubuntu 20.041020304050SE +/- 3.75, N = 15SE +/- 3.64, N = 1542.7641.68

Blender

Blend File: Barbershop - Compute: NVIDIA OptiX

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: Barbershop - Compute: NVIDIA OptiXKubuntu 18.04Kubuntu 20.04400800120016002000SE +/- 1.62, N = 3SE +/- 1.41, N = 31858.371875.04

Build2

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterBuild2 0.13Time To CompileKubuntu 18.04Kubuntu 20.0450100150200250SE +/- 0.94, N = 3SE +/- 0.60, N = 3201.34239.01

Chaos Group V-RAY

Mode: CPU

OpenBenchmarking.orgKsamples, More Is BetterChaos Group V-RAY 4.10.07Mode: CPUKubuntu 18.04Kubuntu 20.0415003000450060007500SE +/- 54.12, N = 1370796870

Darktable

Test: Boat - Acceleration: OpenCL

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 2.4.2Test: Boat - Acceleration: OpenCLKubuntu 18.040.56971.13941.70912.27882.8485SE +/- 0.010, N = 32.532

Darktable

Test: Boat - Acceleration: CPU-only

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

Darktable

Test: Masskrug - Acceleration: OpenCL

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 2.4.2Test: Masskrug - Acceleration: OpenCLKubuntu 18.041.18172.36343.54514.72685.9085SE +/- 0.010, N = 35.252

Darktable

Test: Masskrug - Acceleration: CPU-only

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 2.4.2Test: Masskrug - Acceleration: CPU-onlyKubuntu 18.04246810SE +/- 0.045, N = 37.822

Darktable

Test: Server Rack - Acceleration: OpenCL

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 2.4.2Test: Server Rack - Acceleration: OpenCLKubuntu 18.040.02990.05980.08970.11960.1495SE +/- 0.001, N = 30.133

Darktable

Test: Server Room - Acceleration: OpenCL

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 2.4.2Test: Server Room - Acceleration: OpenCLKubuntu 18.040.21020.42040.63060.84081.051SE +/- 0.010, N = 30.934

Darktable

Test: Server Rack - Acceleration: CPU-only

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 2.4.2Test: Server Rack - Acceleration: CPU-onlyKubuntu 18.040.04860.09720.14580.19440.243SE +/- 0.000, N = 30.216

Darktable

Test: Server Room - Acceleration: CPU-only

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 2.4.2Test: Server Room - Acceleration: CPU-onlyKubuntu 18.041.20962.41923.62884.83846.048SE +/- 0.010, N = 35.376

Darktable

Test: Boat - Acceleration: OpenCL

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.4.0Test: Boat - Acceleration: OpenCLKubuntu 20.040.5761.1521.7282.3042.88SE +/- 0.009, N = 32.560

Darktable

Test: Boat - Acceleration: CPU-only

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.4.0Test: Boat - Acceleration: CPU-onlyKubuntu 20.043691215SE +/- 0.082, N = 159.326

Darktable

Test: Masskrug - Acceleration: OpenCL

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.4.0Test: Masskrug - Acceleration: OpenCLKubuntu 20.040.98461.96922.95383.93844.923SE +/- 0.017, N = 34.376

Darktable

Test: Masskrug - Acceleration: CPU-only

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.4.0Test: Masskrug - Acceleration: CPU-onlyKubuntu 20.04246810SE +/- 0.100, N = 157.255

Darktable

Test: Server Rack - Acceleration: OpenCL

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.4.0Test: Server Rack - Acceleration: OpenCLKubuntu 20.040.03530.07060.10590.14120.1765SE +/- 0.000, N = 30.157

Darktable

Test: Server Room - Acceleration: OpenCL

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.4.0Test: Server Room - Acceleration: OpenCLKubuntu 20.040.22230.44460.66690.88921.1115SE +/- 0.008, N = 30.988

Darktable

Test: Server Rack - Acceleration: CPU-only

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.4.0Test: Server Rack - Acceleration: CPU-onlyKubuntu 20.040.05560.11120.16680.22240.278SE +/- 0.007, N = 150.247

Darktable

Test: Server Room - Acceleration: CPU-only

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.4.0Test: Server Room - Acceleration: CPU-onlyKubuntu 20.041.31272.62543.93815.25086.5635SE +/- 0.120, N = 155.834

DeepSpeech

Acceleration: CPU

OpenBenchmarking.orgSeconds, Fewer Is BetterDeepSpeech 0.6Acceleration: CPUKubuntu 18.04Kubuntu 20.0420406080100SE +/- 0.40, N = 3SE +/- 0.47, N = 375.9374.15

Embree

Binary: Pathtracer - Model: Crown

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.9.0Binary: Pathtracer - Model: CrownKubuntu 18.04Kubuntu 20.041.19952.3993.59854.7985.9975SE +/- 0.0547, N = 3SE +/- 0.0509, N = 35.33105.2722MIN: 4.97 / MAX: 6.96MIN: 5.1 / MAX: 7.08

Embree

Binary: Pathtracer ISPC - Model: Crown

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.9.0Binary: Pathtracer ISPC - Model: CrownKubuntu 18.04Kubuntu 20.04246810SE +/- 0.0325, N = 3SE +/- 0.0444, N = 36.10106.0393MIN: 5.91 / MAX: 8.04MIN: 5.89 / MAX: 8.03

eSpeak-NG Speech Engine

Text-To-Speech Synthesis

OpenBenchmarking.orgSeconds, Fewer Is BettereSpeak-NG Speech Engine 20200907Text-To-Speech SynthesisKubuntu 18.04Kubuntu 20.04612182430SE +/- 0.25, N = 7SE +/- 0.11, N = 427.4627.051. (CC) gcc options: -O2 -std=c99

Etcpak

Configuration: ETC1

OpenBenchmarking.orgMpx/s, More Is BetterEtcpak 0.7Configuration: ETC1Kubuntu 18.04Kubuntu 20.0470140210280350SE +/- 0.03, N = 3SE +/- 2.77, N = 3319.83325.041. (CXX) g++ options: -O3 -march=native -std=c++11 -lpthread

Etcpak

Configuration: ETC2

OpenBenchmarking.orgMpx/s, More Is BetterEtcpak 0.7Configuration: ETC2Kubuntu 18.04Kubuntu 20.044080120160200SE +/- 0.36, N = 3SE +/- 0.49, N = 3188.06189.461. (CXX) g++ options: -O3 -march=native -std=c++11 -lpthread

Etcpak

Configuration: ETC1 + Dithering

OpenBenchmarking.orgMpx/s, More Is BetterEtcpak 0.7Configuration: ETC1 + DitheringKubuntu 18.04Kubuntu 20.0470140210280350SE +/- 2.88, N = 3SE +/- 0.02, N = 3299.55318.531. (CXX) g++ options: -O3 -march=native -std=c++11 -lpthread

G'MIC

Test: 2D Function Plotting, 1000 Times

OpenBenchmarking.orgSeconds, Fewer Is BetterG'MICTest: 2D Function Plotting, 1000 TimesKubuntu 18.04Kubuntu 20.04306090120150SE +/- 0.56, N = 3SE +/- 1.03, N = 15116.02114.661. Kubuntu 18.04: Version 2.8.42. Kubuntu 20.04: Version 2.4.5, Copyright (c) 2008-2019, David Tschumperle.

GEGL

Operation: Crop

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: CropKubuntu 18.04Kubuntu 20.04246810SE +/- 0.032, N = 3SE +/- 0.087, N = 37.0047.822

GEGL

Operation: Scale

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: ScaleKubuntu 18.04Kubuntu 20.041.22332.44663.66994.89326.1165SE +/- 0.046, N = 3SE +/- 0.029, N = 34.4075.437

GEGL

Operation: Reflect

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: ReflectKubuntu 18.04Kubuntu 20.04714212835SE +/- 0.05, N = 3SE +/- 0.05, N = 329.4330.12

GEGL

Operation: Color Enhance

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: Color EnhanceKubuntu 18.04Kubuntu 20.041326395265SE +/- 0.12, N = 3SE +/- 0.44, N = 356.1459.01

GEGL

Operation: Rotate 90 Degrees

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: Rotate 90 DegreesKubuntu 18.04Kubuntu 20.04918273645SE +/- 0.09, N = 3SE +/- 0.26, N = 339.1340.63

GIMP

Test: resize

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.14Test: resizeKubuntu 18.04246810SE +/- 0.028, N = 37.644

GIMP

Test: rotate

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.14Test: rotateKubuntu 18.0448121620SE +/- 0.03, N = 314.60

GIMP

Test: auto-levels

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.14Test: auto-levelsKubuntu 18.0448121620SE +/- 0.03, N = 315.17

GIMP

Test: unsharp-mask

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.14Test: unsharp-maskKubuntu 18.0448121620SE +/- 0.03, N = 318.27

GIMP

Test: resize

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.18Test: resizeKubuntu 20.04246810SE +/- 0.036, N = 38.505

GIMP

Test: rotate

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.18Test: rotateKubuntu 20.043691215SE +/- 0.01, N = 311.87

GIMP

Test: auto-levels

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.18Test: auto-levelsKubuntu 20.043691215SE +/- 0.03, N = 312.17

GIMP

Test: unsharp-mask

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.18Test: unsharp-maskKubuntu 20.0448121620SE +/- 0.05, N = 314.87

Git

Time To Complete Common Git Commands

OpenBenchmarking.orgSeconds, Fewer Is BetterGitTime To Complete Common Git CommandsKubuntu 18.04Kubuntu 20.041122334455SE +/- 0.11, N = 3SE +/- 0.23, N = 350.1749.631. Kubuntu 18.04: git version 2.17.12. Kubuntu 20.04: git version 2.25.1

GLmark2

Resolution: 1920 x 1080

OpenBenchmarking.orgScore, More Is BetterGLmark2 2020.04Resolution: 1920 x 1080Kubuntu 18.04Kubuntu 20.041400280042005600700063296263

Google SynthMark

Test: VoiceMark_100

OpenBenchmarking.orgVoices, More Is BetterGoogle SynthMark 20201109Test: VoiceMark_100Kubuntu 18.04Kubuntu 20.04150300450600750SE +/- 6.67, N = 3SE +/- 1.45, N = 3651.92695.731. (CXX) g++ options: -lm -lpthread -std=c++11 -Ofast

GROMACS

Water Benchmark

OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2020.3Water BenchmarkKubuntu 18.04Kubuntu 20.040.13390.26780.40170.53560.6695SE +/- 0.001, N = 3SE +/- 0.001, N = 30.5950.5831. (CXX) g++ options: -O3 -pthread -lrt -lpthread -lm

Hugin

Panorama Photo Assistant + Stitching Time

OpenBenchmarking.orgSeconds, Fewer Is BetterHuginPanorama Photo Assistant + Stitching TimeKubuntu 18.04Kubuntu 20.041428425670SE +/- 0.14, N = 3SE +/- 0.36, N = 364.0658.68

IndigoBench

Acceleration: CPU - Scene: Bedroom

OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: CPU - Scene: BedroomKubuntu 18.04Kubuntu 20.040.18970.37940.56910.75880.9485SE +/- 0.003, N = 3SE +/- 0.000, N = 30.8350.843

IndigoBench

Acceleration: CPU - Scene: Supercar

OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: CPU - Scene: SupercarKubuntu 18.04Kubuntu 20.040.42390.84781.27171.69562.1195SE +/- 0.011, N = 3SE +/- 0.002, N = 31.8841.877

IndigoBench

Acceleration: OpenCL GPU - Scene: Bedroom

OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: OpenCL GPU - Scene: BedroomKubuntu 18.04Kubuntu 20.041.21792.43583.65374.87166.0895SE +/- 0.011, N = 3SE +/- 0.004, N = 35.4135.408

IndigoBench

Acceleration: OpenCL GPU - Scene: Supercar

OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: OpenCL GPU - Scene: SupercarKubuntu 18.04Kubuntu 20.0448121620SE +/- 0.05, N = 3SE +/- 0.01, N = 317.5617.65

libavif avifenc

Encoder Speed: 8

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.7.3Encoder Speed: 8Kubuntu 18.04Kubuntu 20.04246810SE +/- 0.025, N = 3SE +/- 0.142, N = 156.6357.0661. (CXX) g++ options: -O3 -fPIC

libavif avifenc

Encoder Speed: 10

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.7.3Encoder Speed: 10Kubuntu 18.04Kubuntu 20.04246810SE +/- 0.011, N = 3SE +/- 0.107, N = 156.1946.4451. (CXX) g++ options: -O3 -fPIC

LuxCoreRender

Scene: DLSC

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.3Scene: DLSCKubuntu 18.04Kubuntu 20.040.18230.36460.54690.72920.9115SE +/- 0.01, N = 3SE +/- 0.01, N = 30.810.79MIN: 0.74 / MAX: 1.01MIN: 0.73 / MAX: 1

LuxCoreRender

Scene: Rainbow Colors and Prism

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.3Scene: Rainbow Colors and PrismKubuntu 18.04Kubuntu 20.040.19350.3870.58050.7740.9675SE +/- 0.01, N = 3SE +/- 0.01, N = 60.860.82MIN: 0.79 / MAX: 1.11MIN: 0.77 / MAX: 1.1

LuxCoreRender OpenCL

Scene: DLSC

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender OpenCL 2.3Scene: DLSCKubuntu 18.04Kubuntu 20.040.68631.37262.05892.74523.4315SE +/- 0.07, N = 12SE +/- 0.07, N = 123.053.04MIN: 0.78 / MAX: 3.22MIN: 0.76 / MAX: 3.22

LuxCoreRender OpenCL

Scene: Food

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender OpenCL 2.3Scene: FoodKubuntu 18.04Kubuntu 20.040.23850.4770.71550.9541.1925SE +/- 0.03, N = 12SE +/- 0.03, N = 121.031.06MIN: 0.11 / MAX: 1.32MIN: 0.1 / MAX: 1.35

LuxCoreRender OpenCL

Scene: LuxCore Benchmark

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender OpenCL 2.3Scene: LuxCore BenchmarkKubuntu 18.04Kubuntu 20.040.57381.14761.72142.29522.869SE +/- 0.05, N = 12SE +/- 0.06, N = 122.532.55MIN: 0.1 / MAX: 3.05MIN: 0.11 / MAX: 3.09

LuxCoreRender OpenCL

Scene: Rainbow Colors and Prism

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender OpenCL 2.3Scene: Rainbow Colors and PrismKubuntu 18.04Kubuntu 20.04246810SE +/- 0.23, N = 12SE +/- 0.23, N = 127.647.69MIN: 2.33 / MAX: 8.23MIN: 2.26 / MAX: 8.27

Mobile Neural Network

Model: SqueezeNetV1.0

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.1.1Model: SqueezeNetV1.0Kubuntu 18.04Kubuntu 20.04246810SE +/- 0.058, N = 3SE +/- 0.018, N = 38.3708.295MIN: 7.85 / MAX: 27.53MIN: 7.93 / MAX: 14.461. (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

Mobile Neural Network

Model: resnet-v2-50

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.1.1Model: resnet-v2-50Kubuntu 18.04Kubuntu 20.041326395265SE +/- 0.54, N = 3SE +/- 0.13, N = 352.9356.88MIN: 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

Mobile Neural Network

Model: MobileNetV2_224

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.1.1Model: MobileNetV2_224Kubuntu 18.04Kubuntu 20.041.0352.073.1054.145.175SE +/- 0.012, N = 3SE +/- 0.049, N = 34.6004.575MIN: 4.25 / MAX: 14.56MIN: 4.27 / MAX: 17.51. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

Mobile Neural Network

Model: mobilenet-v1-1.0

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.1.1Model: mobilenet-v1-1.0Kubuntu 18.04Kubuntu 20.041.30322.60643.90965.21286.516SE +/- 0.204, N = 3SE +/- 0.022, N = 34.9035.792MIN: 4.18 / MAX: 23.93MIN: 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

Mobile Neural Network

Model: inception-v3

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.1.1Model: inception-v3Kubuntu 18.04Kubuntu 20.041428425670SE +/- 0.23, N = 3SE +/- 0.16, N = 359.9862.31MIN: 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

Monkey Audio Encoding

WAV To APE

OpenBenchmarking.orgSeconds, Fewer Is BetterMonkey Audio Encoding 3.99.6WAV To APEKubuntu 18.04Kubuntu 20.043691215SE +/- 0.10, N = 5SE +/- 0.07, N = 1411.3111.301. (CXX) g++ options: -O3 -pedantic -rdynamic -lrt

NAMD

ATPase Simulation - 327,506 Atoms

OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD 2.14ATPase Simulation - 327,506 AtomsKubuntu 18.04Kubuntu 20.040.80561.61122.41683.22244.028SE +/- 0.00207, N = 3SE +/- 0.00978, N = 33.580343.57506

NCNN

Target: CPU - Model: mobilenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: mobilenetKubuntu 18.04Kubuntu 20.04612182430SE +/- 0.01, N = 3SE +/- 0.11, N = 326.3525.42MIN: 25.87 / MAX: 28MIN: 24.59 / MAX: 35.141. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

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

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU-v2-v2 - Model: mobilenet-v2Kubuntu 18.04Kubuntu 20.04246810SE +/- 0.03, N = 3SE +/- 0.54, N = 36.346.46MIN: 6.15 / MAX: 7.72MIN: 5.79 / MAX: 8.591. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU-v3-v3 - Model: mobilenet-v3

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU-v3-v3 - Model: mobilenet-v3Kubuntu 18.04Kubuntu 20.04246810SE +/- 0.49, N = 3SE +/- 0.17, N = 25.916.75MIN: 5.01 / MAX: 20.73MIN: 5.29 / MAX: 59.021. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: shufflenet-v2

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: shufflenet-v2Kubuntu 18.04Kubuntu 20.04246810SE +/- 0.85, N = 3SE +/- 0.27, N = 38.818.74MIN: 6.92 / MAX: 33.84MIN: 7.76 / MAX: 63.711. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: mnasnet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: mnasnetKubuntu 18.04Kubuntu 20.04246810SE +/- 0.39, N = 3SE +/- 0.04, N = 35.906.19MIN: 4.98 / MAX: 6.69MIN: 5.81 / MAX: 12.071. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: efficientnet-b0

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: efficientnet-b0Kubuntu 18.04Kubuntu 20.043691215SE +/- 0.21, N = 3SE +/- 0.09, N = 310.249.70MIN: 9.72 / MAX: 28.78MIN: 9.39 / MAX: 14.81. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: blazeface

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: blazefaceKubuntu 18.04Kubuntu 20.040.61881.23761.85642.47523.094SE +/- 0.20, N = 3SE +/- 0.07, N = 32.752.71MIN: 2.42 / MAX: 11.96MIN: 2.36 / MAX: 3.081. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: googlenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: googlenetKubuntu 18.04Kubuntu 20.04510152025SE +/- 0.20, N = 3SE +/- 0.14, N = 321.3621.27MIN: 19.08 / MAX: 52.51MIN: 19.01 / MAX: 110.421. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: vgg16

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: vgg16Kubuntu 18.04Kubuntu 20.0420406080100SE +/- 0.71, N = 3SE +/- 0.23, N = 377.6572.94MIN: 72.17 / MAX: 161.01MIN: 70.1 / MAX: 176.361. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: resnet18

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: resnet18Kubuntu 18.04Kubuntu 20.04510152025SE +/- 0.16, N = 3SE +/- 0.03, N = 321.2420.73MIN: 18.96 / MAX: 49.18MIN: 18.59 / MAX: 99.571. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: alexnet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: alexnetKubuntu 18.04Kubuntu 20.0448121620SE +/- 0.27, N = 3SE +/- 0.01, N = 317.6017.08MIN: 15.7 / MAX: 44.89MIN: 15.26 / MAX: 40.841. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: resnet50

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: resnet50Kubuntu 18.04Kubuntu 20.041020304050SE +/- 0.28, N = 3SE +/- 0.14, N = 342.7541.12MIN: 38.77 / MAX: 105.07MIN: 37.74 / MAX: 138.611. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: yolov4-tiny

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: yolov4-tinyKubuntu 18.04Kubuntu 20.04918273645SE +/- 0.39, N = 3SE +/- 0.90, N = 337.3637.52MIN: 34.4 / MAX: 92.29MIN: 34.12 / MAX: 88.41. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: squeezenet_ssd

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: squeezenet_ssdKubuntu 18.04Kubuntu 20.04612182430SE +/- 0.25, N = 3SE +/- 0.44, N = 326.5827.55MIN: 24.18 / MAX: 63.71MIN: 25.28 / MAX: 116.981. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: regnety_400m

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: regnety_400mKubuntu 18.04Kubuntu 20.04510152025SE +/- 0.45, N = 3SE +/- 0.14, N = 319.1818.90MIN: 17.15 / MAX: 52.74MIN: 17.11 / MAX: 88.581. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: mobilenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: mobilenetKubuntu 18.04Kubuntu 20.04612182430SE +/- 0.03, N = 3SE +/- 0.03, N = 326.4825.22MIN: 25.94 / MAX: 28.78MIN: 24.53 / MAX: 41.651. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2Kubuntu 18.04Kubuntu 20.04246810SE +/- 0.04, N = 3SE +/- 0.03, N = 36.275.88MIN: 6.09 / MAX: 6.61MIN: 5.72 / MAX: 9.21. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

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

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3Kubuntu 18.04Kubuntu 20.041.24882.49763.74644.99526.244SE +/- 0.26, N = 3SE +/- 0.25, N = 35.555.16MIN: 4.94 / MAX: 9.31MIN: 4.68 / MAX: 10.141. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: shufflenet-v2

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: shufflenet-v2Kubuntu 18.04Kubuntu 20.04246810SE +/- 0.65, N = 3SE +/- 0.40, N = 38.928.52MIN: 6.91 / MAX: 25.87MIN: 6.48 / MAX: 61.511. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: mnasnet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: mnasnetKubuntu 18.04Kubuntu 20.04246810SE +/- 0.35, N = 3SE +/- 0.25, N = 35.736.68MIN: 4.99 / MAX: 7.6MIN: 5.48 / MAX: 90.791. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: efficientnet-b0

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: efficientnet-b0Kubuntu 18.04Kubuntu 20.043691215SE +/- 0.53, N = 3SE +/- 0.21, N = 39.509.88MIN: 8.35 / MAX: 10.44MIN: 8.99 / MAX: 22.421. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: blazeface

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: blazefaceKubuntu 18.04Kubuntu 20.040.62331.24661.86992.49323.1165SE +/- 0.18, N = 3SE +/- 0.00, N = 32.432.77MIN: 2.04 / MAX: 8.82MIN: 2.6 / MAX: 3.021. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: googlenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: googlenetKubuntu 18.04Kubuntu 20.04510152025SE +/- 0.93, N = 3SE +/- 0.01, N = 320.5321.21MIN: 17.52 / MAX: 51.08MIN: 19.3 / MAX: 55.251. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: vgg16

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: vgg16Kubuntu 18.04Kubuntu 20.0420406080100SE +/- 0.75, N = 3SE +/- 0.41, N = 379.5373.36MIN: 72.44 / MAX: 156.75MIN: 71.37 / MAX: 140.281. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: resnet18

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: resnet18Kubuntu 18.04Kubuntu 20.04510152025SE +/- 0.45, N = 3SE +/- 0.05, N = 321.1021.21MIN: 18.93 / MAX: 49.38MIN: 18.71 / MAX: 101.321. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: alexnet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: alexnetKubuntu 18.04Kubuntu 20.0448121620SE +/- 0.40, N = 3SE +/- 0.25, N = 318.1116.37MIN: 15.86 / MAX: 44.86MIN: 15.39 / MAX: 17.171. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: resnet50

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: resnet50Kubuntu 18.04Kubuntu 20.041020304050SE +/- 0.19, N = 3SE +/- 0.14, N = 342.9541.02MIN: 38.94 / MAX: 90.62MIN: 38.71 / MAX: 77.821. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: yolov4-tiny

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: yolov4-tinyKubuntu 18.04Kubuntu 20.04918273645SE +/- 0.59, N = 3SE +/- 0.41, N = 338.0637.60MIN: 34.35 / MAX: 83.16MIN: 33.87 / MAX: 116.291. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: squeezenet_ssd

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: squeezenet_ssdKubuntu 18.04Kubuntu 20.04612182430SE +/- 0.33, N = 3SE +/- 0.08, N = 327.1226.98MIN: 24.67 / MAX: 68.77MIN: 25.24 / MAX: 119.721. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: regnety_400m

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: regnety_400mKubuntu 18.04Kubuntu 20.04510152025SE +/- 1.00, N = 3SE +/- 0.04, N = 318.3718.28MIN: 15.49 / MAX: 54.79MIN: 16.5 / MAX: 60.371. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OCRMyPDF

Processing 60 Page PDF Document

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

OCRMyPDF

Processing 60 Page PDF Document

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

OctaneBench

Total Score

OpenBenchmarking.orgScore, More Is BetterOctaneBench 2020.1Total ScoreKubuntu 18.04Kubuntu 20.044080120160200180.68179.88

OpenFOAM

Input: Motorbike 30M

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenFOAM 8Input: Motorbike 30MKubuntu 18.04Kubuntu 20.0470140210280350SE +/- 0.13, N = 3SE +/- 0.10, N = 3276.49303.461. (CXX) g++ options: -std=c++11 -m64 -O3 -ftemplate-depth-100 -fPIC -fuse-ld=bfd -Xlinker --add-needed --no-as-needed -ldynamicMesh -lgenericPatchFields -lOpenFOAM -ldl -lm

Opus Codec Encoding

WAV To Opus Encode

OpenBenchmarking.orgSeconds, Fewer Is BetterOpus Codec Encoding 1.3.1WAV To Opus EncodeKubuntu 18.04Kubuntu 20.04246810SE +/- 0.052, N = 5SE +/- 0.013, N = 58.7728.6101. (CXX) g++ options: -fvisibility=hidden -logg -lm

rav1e

Speed: 10

OpenBenchmarking.orgFrames Per Second, More Is Betterrav1e 0.4Speed: 10Kubuntu 18.04Kubuntu 20.040.76641.53282.29923.06563.832SE +/- 0.012, N = 3SE +/- 0.041, N = 33.4063.309

RawTherapee

Total Benchmark Time

OpenBenchmarking.orgSeconds, Fewer Is BetterRawTherapeeTotal Benchmark TimeKubuntu 18.04Kubuntu 20.0420406080100SE +/- 1.03, N = 3SE +/- 0.85, N = 375.4983.491. 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 20.04: RawTherapee, version 5.8, command line.

RealSR-NCNN

Scale: 4x - TAA: No

OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: NoKubuntu 18.04Kubuntu 20.0448121620SE +/- 0.05, N = 3SE +/- 0.04, N = 316.4916.61

RealSR-NCNN

Scale: 4x - TAA: Yes

OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: YesKubuntu 18.04Kubuntu 20.0420406080100SE +/- 0.21, N = 3SE +/- 0.23, N = 3109.83110.25

RedShift Demo

OpenBenchmarking.orgSeconds, Fewer Is BetterRedShift Demo 3.0Kubuntu 18.04Kubuntu 20.04110220330440550SE +/- 0.33, N = 3490495

Selenium

Benchmark: ARES-6 - Browser: Firefox

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: ARES-6 - Browser: FirefoxKubuntu 18.04Kubuntu 20.041326395265SE +/- 0.13, N = 3SE +/- 0.10, N = 359.0359.281. firefox 84.0.2

Selenium

Benchmark: Kraken - Browser: Firefox

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: Kraken - Browser: FirefoxKubuntu 18.04Kubuntu 20.0430060090012001500SE +/- 0.66, N = 3SE +/- 4.68, N = 31386.21364.71. firefox 84.0.2

Selenium

Benchmark: MotionMark - Browser: Firefox

OpenBenchmarking.orgScore, More Is BetterSeleniumBenchmark: MotionMark - Browser: FirefoxKubuntu 18.04Kubuntu 20.044080120160200SE +/- 5.06, N = 9SE +/- 5.51, N = 9158.94158.961. firefox 84.0.2

Selenium

Benchmark: StyleBench - Browser: Firefox

OpenBenchmarking.orgRuns / Minute, More Is BetterSeleniumBenchmark: StyleBench - Browser: FirefoxKubuntu 18.04Kubuntu 20.0420406080100SE +/- 0.38, N = 3SE +/- 0.30, N = 392.692.61. firefox 84.0.2

Selenium

Benchmark: Jetstream 2 - Browser: Firefox

OpenBenchmarking.orgScore, More Is BetterSeleniumBenchmark: Jetstream 2 - Browser: FirefoxKubuntu 18.04Kubuntu 20.041632486480SE +/- 0.22, N = 3SE +/- 0.76, N = 369.2069.841. firefox 84.0.2

Selenium

Benchmark: PSPDFKit WASM - Browser: Firefox

OpenBenchmarking.orgScore, Fewer Is BetterSeleniumBenchmark: PSPDFKit WASM - Browser: FirefoxKubuntu 18.04Kubuntu 20.047001400210028003500SE +/- 4.84, N = 3SE +/- 11.36, N = 3336233531. firefox 84.0.2

SQLite Speedtest

Timed Time - Size 1,000

OpenBenchmarking.orgSeconds, Fewer Is BetterSQLite Speedtest 3.30Timed Time - Size 1,000Kubuntu 18.04Kubuntu 20.041428425670SE +/- 0.07, N = 3SE +/- 0.08, N = 364.3663.341. (CC) gcc options: -O2 -ldl -lz -lpthread

SVT-AV1

Encoder Mode: Enc Mode 8 - Input: 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8Encoder Mode: Enc Mode 8 - Input: 1080pKubuntu 18.04Kubuntu 20.0448121620SE +/- 0.13, N = 8SE +/- 0.10, N = 1515.3213.801. (CXX) g++ options: -O3 -fcommon -fPIE -fPIC -pie

TensorFlow Lite

Model: SqueezeNet

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: SqueezeNetKubuntu 18.04Kubuntu 20.0490K180K270K360K450KSE +/- 2831.00, N = 3SE +/- 1187.45, N = 3397217413923

TensorFlow Lite

Model: Inception V4

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception V4Kubuntu 18.04Kubuntu 20.041.3M2.6M3.9M5.2M6.5MSE +/- 18581.09, N = 3SE +/- 28501.47, N = 358768205948167

TensorFlow Lite

Model: NASNet Mobile

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: NASNet MobileKubuntu 18.04Kubuntu 20.0470K140K210K280K350KSE +/- 2558.65, N = 3SE +/- 1975.67, N = 3347299349195

TensorFlow Lite

Model: Mobilenet Float

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet FloatKubuntu 18.04Kubuntu 20.0460K120K180K240K300KSE +/- 2175.88, N = 3SE +/- 2160.16, N = 3275401277078

TensorFlow Lite

Model: Mobilenet Quant

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet QuantKubuntu 18.04Kubuntu 20.0460K120K180K240K300KSE +/- 1674.42, N = 3SE +/- 1758.48, N = 3279323286470

TensorFlow Lite

Model: Inception ResNet V2

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception ResNet V2Kubuntu 18.04Kubuntu 20.041.2M2.4M3.6M4.8M6MSE +/- 14060.47, N = 3SE +/- 18982.52, N = 353176105388070

TNN

Target: CPU - Model: MobileNet v2

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: MobileNet v2Kubuntu 18.04Kubuntu 20.0470140210280350SE +/- 0.73, N = 3SE +/- 2.55, N = 3319.66332.52MIN: 317.3 / MAX: 336.34MIN: 327.88 / MAX: 344.281. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl

TNN

Target: CPU - Model: SqueezeNet v1.1

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: SqueezeNet v1.1Kubuntu 18.04Kubuntu 20.0470140210280350SE +/- 0.19, N = 3SE +/- 0.08, N = 3299.47302.42MIN: 298.48 / MAX: 315.62MIN: 301.53 / MAX: 306.551. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl

Waifu2x-NCNN Vulkan

Scale: 2x - Denoise: 3 - TAA: No

OpenBenchmarking.orgSeconds, Fewer Is BetterWaifu2x-NCNN Vulkan 20200818Scale: 2x - Denoise: 3 - TAA: NoKubuntu 18.04Kubuntu 20.040.46760.93521.40281.87042.338SE +/- 0.008, N = 32.0782.068

Waifu2x-NCNN Vulkan

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

OpenBenchmarking.orgSeconds, Fewer Is BetterWaifu2x-NCNN Vulkan 20200818Scale: 2x - Denoise: 3 - TAA: YesKubuntu 18.04Kubuntu 20.04246810SE +/- 0.023, N = 3SE +/- 0.001, N = 36.8937.089

WavPack Audio Encoding

WAV To WavPack

OpenBenchmarking.orgSeconds, Fewer Is BetterWavPack Audio Encoding 5.3WAV To WavPackKubuntu 18.04Kubuntu 20.0448121620SE +/- 0.01, N = 5SE +/- 0.01, N = 514.6814.581. (CXX) g++ options: -rdynamic

WebP Image Encode

Encode Settings: Default

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: DefaultKubuntu 18.04Kubuntu 20.040.35240.70481.05721.40961.762SE +/- 0.009, N = 3SE +/- 0.020, N = 31.5481.5661. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff

WebP Image Encode

Encode Settings: Quality 100

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100Kubuntu 18.04Kubuntu 20.040.55061.10121.65182.20242.753SE +/- 0.001, N = 3SE +/- 0.021, N = 32.3872.4471. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff

WebP Image Encode

Encode Settings: Quality 100, Lossless

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, LosslessKubuntu 18.04Kubuntu 20.0448121620SE +/- 0.07, N = 3SE +/- 0.07, N = 317.4117.101. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff

WebP Image Encode

Encode Settings: Quality 100, Highest Compression

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, Highest CompressionKubuntu 18.04Kubuntu 20.04246810SE +/- 0.064, N = 3SE +/- 0.099, N = 37.5717.1931. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff

WebP2 Image Encode

Encode Settings: Default

OpenBenchmarking.orgSeconds, Fewer Is BetterWebP2 Image Encode 20210126Encode Settings: DefaultKubuntu 18.04Kubuntu 20.04246810SE +/- 0.082, N = 3SE +/- 0.145, N = 156.6498.340-lGL-lOpenGL -lGLX1. (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.orgSeconds, Fewer Is BetterWebP2 Image Encode 20210126Encode Settings: Quality 75, Compression Effort 7Kubuntu 18.04Kubuntu 20.04120240360480600SE +/- 0.29, N = 3SE +/- 1.75, N = 3505.11532.89-lGL-lOpenGL -lGLX1. (CXX) g++ options: -msse4.2 -fno-rtti -O3 -rdynamic -lGLU -lglut -lXmu -lXi -lpthread -ljpeg

WebP2 Image Encode

Encode Settings: Quality 95, Compression Effort 7

OpenBenchmarking.orgSeconds, Fewer Is BetterWebP2 Image Encode 20210126Encode Settings: Quality 95, Compression Effort 7Kubuntu 18.04Kubuntu 20.042004006008001000SE +/- 0.94, N = 3SE +/- 1.08, N = 3920.49972.60-lGL-lOpenGL -lGLX1. (CXX) g++ options: -msse4.2 -fno-rtti -O3 -rdynamic -lGLU -lglut -lXmu -lXi -lpthread -ljpeg

WebP2 Image Encode

Encode Settings: Quality 100, Compression Effort 5

OpenBenchmarking.orgSeconds, Fewer Is BetterWebP2 Image Encode 20210126Encode Settings: Quality 100, Compression Effort 5Kubuntu 18.04Kubuntu 20.04714212835SE +/- 0.23, N = 7SE +/- 0.35, N = 325.6629.13-lGL-lOpenGL -lGLX1. (CXX) g++ options: -msse4.2 -fno-rtti -O3 -rdynamic -lGLU -lglut -lXmu -lXi -lpthread -ljpeg

x265

Video Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is Betterx265 3.4Video Input: Bosphorus 4KKubuntu 18.04Kubuntu 20.04246810SE +/- 0.08, N = 3SE +/- 0.10, N = 38.468.251. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

x265

Video Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is Betterx265 3.4Video Input: Bosphorus 1080pKubuntu 18.04Kubuntu 20.04816243240SE +/- 0.20, N = 15SE +/- 0.24, N = 336.6736.571. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

YafaRay

Total Time For Sample Scene

OpenBenchmarking.orgSeconds, Fewer Is BetterYafaRay 3.4.1Total Time For Sample SceneKubuntu 18.04Kubuntu 20.0470140210280350SE +/- 1.55, N = 3SE +/- 4.04, N = 9334.29327.36-lboost_system -lboost_filesystem -lboost_locale-lpthread1. (CXX) g++ options: -std=c++11 -O3 -ffast-math -rdynamic -ldl -lImath -lIlmImf -lIex -lHalf -lz -lIlmThread -lxml2 -lfreetype


Phoronix Test Suite v10.8.4