Kubuntu Focus 18.04

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

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2102030-HA-2101307HA61
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Audio Encoding 3 Tests
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Kubuntu 18.04
January 29 2021
  13 Hours, 43 Minutes
Kubuntu 20.04
January 31 2021
  14 Hours, 43 Minutes
Kubuntu 20.10
February 01 2021
  13 Hours, 18 Minutes
Kubuntu 21.04 Dev
February 02 2021
  12 Hours, 42 Minutes
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Kubuntu Focus 18.04ProcessorMotherboardChipsetMemoryDiskGraphicsAudioNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLOpenCLVulkanCompilerFile-SystemScreen ResolutionKubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 DevIntel Core i7-9750H @ 4.50GHz (6 Cores / 12 Threads)Notebook P95_96_97Ex Rx (1.07.13MIN29 BIOS)Intel Cannon Lake PCH32GB1000GB Samsung SSD 970 EVO Plus 1TBNVIDIA GeForce RTX 2060 6GB (960/7000MHz)Realtek ALC1220Realtek RTL8111/8168/8411 + Intel-AC 9560Ubuntu 18.045.4.0-65-generic (x86_64)KDE Plasma 5.12.9X Server 1.20.8NVIDIA 450.102.044.6.0OpenCL 1.2 CUDA 11.0.2281.2.133GCC 7.5.0 + CUDA 10.0ext41920x1080NVIDIA GeForce RTX 2060 6GB (825/810MHz)Ubuntu 20.045.8.0-41-generic (x86_64)KDE Plasma 5.18.5X Server 1.20.9NVIDIA 460.32.03OpenCL 1.2 CUDA 11.2.1091.2.145GCC 9.3.0 + CUDA 10.1NVIDIA GeForce RTX 2060 6GB (960/7000MHz)Ubuntu 20.10KDE Plasma 5.19.5GCC 10.2.0 + CUDA 10.1NVIDIA GeForce RTX 2060 6GB (1920/7000MHz)Ubuntu 21.04KDE Plasma 5.20.90GCC 10.2.1 20210110 + CUDA 10.1OpenBenchmarking.orgKernel Details- Transparent Huge Pages: madviseCompiler Details- Kubuntu 18.04: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++ --enable-libmpx --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib --with-tune=generic --without-cuda-driver -v - Kubuntu 20.04: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-9-HskZEa/gcc-9-9.3.0/debian/tmp-nvptx/usr,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v - Kubuntu 20.10: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-10-JvwpWM/gcc-10-10.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-10-JvwpWM/gcc-10-10.2.0/debian/tmp-gcn/usr,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v - Kubuntu 21.04 Dev: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-mutex --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-10-8sWNas/gcc-10-10.2.1/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-10-8sWNas/gcc-10-10.2.1/debian/tmp-gcn/usr,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-build-config=bootstrap-lto-lean --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v Processor Details- Kubuntu 18.04: Scaling Governor: intel_pstate powersave - CPU Microcode: 0xde - Thermald 1.7- Kubuntu 20.04: Scaling Governor: intel_pstate powersave - CPU Microcode: 0xde - Thermald 1.9.1- Kubuntu 20.10: Scaling Governor: intel_pstate powersave - CPU Microcode: 0xde - Thermald 2.3- Kubuntu 21.04 Dev: Scaling Governor: intel_pstate powersave - CPU Microcode: 0xde - Thermald 2.4.1OpenCL Details- GPU Compute Cores: 1920Python Details- Kubuntu 18.04: Python 2.7.17 + Python 3.6.9- Kubuntu 20.04: Python 2.7.18 + Python 3.8.5- Kubuntu 20.10: Python 2.7.18 + Python 3.8.6- Kubuntu 21.04 Dev: Python 2.7.18 + Python 3.9.1+Security Details- Kubuntu 18.04: itlb_multihit: KVM: Mitigation of Split huge pages + l1tf: Mitigation of PTE Inversion; VMX: conditional cache flushes SMT vulnerable + mds: Mitigation of Clear buffers; SMT vulnerable + meltdown: Mitigation of PTI + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Full generic retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + srbds: Mitigation of Microcode + tsx_async_abort: Not affected - Kubuntu 20.04: itlb_multihit: KVM: Mitigation of VMX disabled + l1tf: Mitigation of PTE Inversion; VMX: conditional cache flushes SMT vulnerable + mds: Mitigation of Clear buffers; SMT vulnerable + meltdown: Mitigation of PTI + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Full generic retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + srbds: Mitigation of Microcode + tsx_async_abort: Not affected - Kubuntu 20.10: itlb_multihit: KVM: Mitigation of VMX disabled + l1tf: Mitigation of PTE Inversion; VMX: conditional cache flushes SMT vulnerable + mds: Mitigation of Clear buffers; SMT vulnerable + meltdown: Mitigation of PTI + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Full generic retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + srbds: Mitigation of Microcode + tsx_async_abort: Not affected - Kubuntu 21.04 Dev: itlb_multihit: KVM: Mitigation of VMX disabled + l1tf: Mitigation of PTE Inversion; VMX: conditional cache flushes SMT vulnerable + mds: Mitigation of Clear buffers; SMT vulnerable + meltdown: Mitigation of PTI + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Full generic retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + srbds: Mitigation of Microcode + tsx_async_abort: Not affected

Kubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 DevLogarithmic Result OverviewPhoronix Test SuiteGLmark2Build2WebP2 Image EncodeG'MICRawTherapeeSVT-AV1OpenFOAMeSpeak-NG Speech EngineHuginGEGLASTC EncoderGoogle SynthMarkrav1eBlenderMobile Neural Networklibavif avifencMonkey Audio EncodingNCNNSQLite SpeedtestEtcpakLuxCoreRenderLuxCoreRender OpenCLChaos Group V-RAYDeepSpeechGROMACSOpus Codec EncodingNAMDWavPack Audio EncodingTNNWebP Image EncodeEmbreex265TensorFlow LiteWaifu2x-NCNN VulkanSeleniumAppleseedGitRedShift DemoOctaneBenchIndigoBenchRealSR-NCNN

Kubuntu Focus 18.04realsr-ncnn: 4x - Norealsr-ncnn: 4x - Yeswaifu2x-ncnn: 2x - 3 - Nowaifu2x-ncnn: 2x - 3 - Yesglmark2: 1920 x 1080octanebench: Total Scoreredshift: luxcorerender-cl: DLSCluxcorerender-cl: Foodluxcorerender-cl: LuxCore Benchmarkluxcorerender-cl: Rainbow Colors and Prismetcpak: ETC1etcpak: ETC2etcpak: ETC1 + Ditheringnamd: ATPase Simulation - 327,506 Atomsopenfoam: Motorbike 30Mwebp: Defaultwebp: Quality 100webp: Quality 100, Losslesswebp: Quality 100, Highest Compressionembree: Pathtracer - Crownembree: Pathtracer ISPC - Crownrav1e: 10svt-av1: Enc Mode 8 - 1080px265: Bosphorus 4Kx265: Bosphorus 1080pluxcorerender: DLSCluxcorerender: Rainbow Colors and Prismavifenc: 8avifenc: 10build2: Time To Compileyafaray: Total Time For Sample Scenedeepspeech: CPUencode-ape: WAV To APEencode-opus: WAV To Opus Encodeespeak: Text-To-Speech Synthesiswebp2: Defaultwebp2: Quality 75, Compression Effort 7webp2: Quality 95, Compression Effort 7webp2: Quality 100, Compression Effort 5synthmark: VoiceMark_100gromacs: Water Benchmarktensorflow-lite: SqueezeNettensorflow-lite: Inception V4tensorflow-lite: NASNet Mobiletensorflow-lite: Mobilenet Floattensorflow-lite: Mobilenet Quanttensorflow-lite: Inception ResNet V2astcenc: Thoroughastcenc: Exhaustivesqlite-speedtest: Timed Time - Size 1,000darktable: Boat - OpenCLdarktable: Boat - CPU-onlydarktable: Masskrug - OpenCLdarktable: Masskrug - CPU-onlydarktable: Server Rack - OpenCLdarktable: Server Room - OpenCLdarktable: Server Rack - CPU-onlydarktable: Server Room - CPU-onlygegl: Cropgegl: Scalegegl: Reflectgegl: Color Enhancegegl: Rotate 90 Degreesgimp: resizegimp: rotategimp: auto-levelsgimp: unsharp-maskgmic: 2D Function Plotting, 1000 Timeshugin: Panorama Photo Assistant + Stitching Timeocrmypdf: Processing 60 Page PDF Documentrawtherapee: Total Benchmark Timemnn: SqueezeNetV1.0mnn: resnet-v2-50mnn: MobileNetV2_224mnn: mobilenet-v1-1.0mnn: inception-v3ncnn: 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_400mtnn: CPU - MobileNet v2tnn: CPU - SqueezeNet v1.1v-ray: CPUindigobench: CPU - Bedroomindigobench: CPU - Supercarindigobench: OpenCL GPU - Bedroomindigobench: OpenCL GPU - Supercarblender: BMW27 - NVIDIA OptiXblender: Barbershop - NVIDIA OptiXappleseed: Emilyappleseed: Disney Materialappleseed: Material Testerselenium: ARES-6 - Firefoxselenium: Kraken - Firefoxselenium: MotionMark - Firefoxselenium: StyleBench - Firefoxselenium: Jetstream 2 - Firefoxselenium: PSPDFKit WASM - Firefoxencode-wavpack: WAV To WavPackgit: Time To Complete Common Git Commandsdarktable: Boat - OpenCLdarktable: Boat - CPU-onlydarktable: Masskrug - OpenCLdarktable: Masskrug - CPU-onlydarktable: Server Rack - OpenCLdarktable: Server Room - OpenCLdarktable: Server Rack - CPU-onlydarktable: Server Room - CPU-onlygimp: resizegimp: rotategimp: auto-levelsgimp: unsharp-maskocrmypdf: Processing 60 Page PDF Documentocrmypdf: Processing 60 Page PDF Documentgimp: resizegimp: rotategimp: auto-levelsgimp: unsharp-maskKubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev16.493109.8322.0786.8936329180.6802184903.051.032.537.64319.828188.063299.5483.58034276.491.5482.38717.4147.5715.33106.10103.40615.3228.4636.670.810.866.6356.194201.336334.28875.9254411.3118.77227.4646.649505.108920.49325.659651.9220.5953972175876820347299275401279323531761059.19499.8264.3572.53216.2975.2527.8220.1330.9340.2165.3767.0044.40729.42856.14039.1267.64414.60215.16518.267116.02464.06456.45475.4918.37052.9334.6004.90359.97626.356.345.918.815.9010.242.7521.3677.6521.2417.6042.7537.3626.5819.1826.486.275.558.925.739.502.4320.5379.5321.1018.1142.9538.0627.1218.37319.661299.47070790.8351.8845.41317.55542.761858.37869.306684534.82731492.63636559.031386.2158.9492.669.195336214.68150.17416.605110.2522.0687.0896263179.8750224953.041.062.557.69325.035189.461318.5283.57506303.461.5662.44717.1027.1935.27226.03933.30913.8008.2536.570.790.827.0666.445239.013327.35974.1496911.3038.61027.0488.340532.887972.60429.129695.7330.5834139235948167349195277078286470538807066.30518.8863.3397.8225.43730.12159.00940.627114.66458.68083.4878.29556.8774.5755.79262.31425.426.466.758.746.199.702.7121.2772.9420.7317.0841.1237.5227.5518.9025.225.885.168.526.689.882.7721.2173.3621.2116.3741.0237.6026.9818.28332.516302.41868700.8431.8775.40817.65041.681875.04871.124963542.04675500.91247759.281364.7158.9692.669.835335314.57849.6312.5609.3264.3767.2550.1570.9880.2475.8348.50511.86912.17014.86548.67116.601109.9452.0737.0856330181.0081194933.121.092.617.90339.104189.019320.0043.67104303.901.4862.37617.2557.2635.39526.14543.32114.0518.5336.780.800.866.6706.186290.928320.60173.7383211.8548.61027.6417.676515.458949.22128.691696.9960.5793974335883677346734275014279621532656763.50515.4961.6007.8185.57129.00954.66039.255116.65459.41183.9228.18152.6934.4085.62058.69725.775.975.578.085.869.032.5519.7271.8920.0416.9541.7437.8626.9717.5825.885.975.107.846.089.062.5619.7072.1419.7616.6841.7836.9226.9917.85324.107301.26371220.8441.8945.42517.64837.991870.68872.69659542.448589494.59485759.251374.1157.4992.369.201336914.94850.1972.5729.0094.3706.7490.1590.9870.2295.1448.85312.08112.55214.95235.94016.568109.8732.0817.1221533180.8255394943.121.092.637.92335.746186.234318.7873.66448302.291.5072.42717.4097.3575.36046.15013.50614.1658.4137.020.810.876.7026.216263.28074.2159311.7148.54029.6907.413516.063951.26628.604685.5820.5803971255886227347106273776277899530695363.26515.0862.7497.9775.61129.24655.50939.688104.56658.99982.8598.12852.7974.4715.61158.83225.615.975.168.135.879.362.6220.1073.3320.2116.9241.5636.8627.8817.3525.425.995.418.365.709.362.4619.7273.1719.2215.9541.3836.6627.0117.63318.708302.11871380.8441.8945.40717.63638.081873.17866.703363531.861041487.67195558.671326.7157.2892.271.481335514.78349.9532.5618.2284.3536.7060.1601.0060.2445.10535.2848.88812.29112.69815.143OpenBenchmarking.org

RealSR-NCNN

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

OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: NoKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.0448121620SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.05, N = 316.5716.6016.6116.49
OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: NoKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.0448121620Min: 16.5 / Avg: 16.57 / Max: 16.61Min: 16.57 / Avg: 16.6 / Max: 16.62Min: 16.56 / Avg: 16.61 / Max: 16.67Min: 16.39 / Avg: 16.49 / Max: 16.57

OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: YesKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.0420406080100SE +/- 0.35, N = 3SE +/- 0.18, N = 3SE +/- 0.23, N = 3SE +/- 0.21, N = 3109.87109.95110.25109.83
OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: YesKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.0420406080100Min: 109.23 / Avg: 109.87 / Max: 110.45Min: 109.58 / Avg: 109.95 / Max: 110.14Min: 109.81 / Avg: 110.25 / Max: 110.6Min: 109.42 / Avg: 109.83 / Max: 110.14

Waifu2x-NCNN Vulkan

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

OpenBenchmarking.orgSeconds, Fewer Is BetterWaifu2x-NCNN Vulkan 20200818Scale: 2x - Denoise: 3 - TAA: NoKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.040.46820.93641.40461.87282.341SE +/- 0.012, N = 3SE +/- 0.010, N = 3SE +/- 0.008, N = 32.0812.0732.0682.078
OpenBenchmarking.orgSeconds, Fewer Is BetterWaifu2x-NCNN Vulkan 20200818Scale: 2x - Denoise: 3 - TAA: NoKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.04246810Min: 2.06 / Avg: 2.08 / Max: 2.1Min: 2.05 / Avg: 2.07 / Max: 2.09Min: 2.06 / Avg: 2.07 / Max: 2.08

OpenBenchmarking.orgSeconds, Fewer Is BetterWaifu2x-NCNN Vulkan 20200818Scale: 2x - Denoise: 3 - TAA: YesKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.04246810SE +/- 0.030, N = 3SE +/- 0.032, N = 3SE +/- 0.001, N = 3SE +/- 0.023, N = 37.1227.0857.0896.893
OpenBenchmarking.orgSeconds, Fewer Is BetterWaifu2x-NCNN Vulkan 20200818Scale: 2x - Denoise: 3 - TAA: YesKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.043691215Min: 7.07 / Avg: 7.12 / Max: 7.17Min: 7.03 / Avg: 7.08 / Max: 7.14Min: 7.09 / Avg: 7.09 / Max: 7.09Min: 6.86 / Avg: 6.89 / Max: 6.94

GLmark2

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

OpenBenchmarking.orgScore, More Is BetterGLmark2 2020.04Resolution: 1920 x 1080Kubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.04140028004200560070001533633062636329

OctaneBench

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

OpenBenchmarking.orgScore, More Is BetterOctaneBench 2020.1Total ScoreKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.044080120160200180.83181.01179.88180.68

RedShift Demo

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

OpenBenchmarking.orgSeconds, Fewer Is BetterRedShift Demo 3.0Kubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.04110220330440550SE +/- 0.33, N = 3SE +/- 0.33, N = 3494493495490
OpenBenchmarking.orgSeconds, Fewer Is BetterRedShift Demo 3.0Kubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.0490180270360450Min: 493 / Avg: 493.67 / Max: 494Min: 494 / Avg: 494.67 / Max: 495

LuxCoreRender OpenCL

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

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender OpenCL 2.3Scene: DLSCKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.040.7021.4042.1062.8083.51SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.07, N = 12SE +/- 0.07, N = 123.123.123.043.05MIN: 2.81 / MAX: 3.21MIN: 2.84 / MAX: 3.22MIN: 0.76 / MAX: 3.22MIN: 0.78 / MAX: 3.22
OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender OpenCL 2.3Scene: DLSCKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.04246810Min: 3.11 / Avg: 3.12 / Max: 3.12Min: 3.11 / Avg: 3.12 / Max: 3.12Min: 2.26 / Avg: 3.04 / Max: 3.12Min: 2.29 / Avg: 3.05 / Max: 3.13

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

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

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

Etcpak

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

OpenBenchmarking.orgMpx/s, More Is BetterEtcpak 0.7Configuration: ETC1Kubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.0470140210280350SE +/- 3.68, N = 4SE +/- 2.32, N = 3SE +/- 2.77, N = 3SE +/- 0.03, N = 3335.75339.10325.04319.831. (CXX) g++ options: -O3 -march=native -std=c++11 -lpthread
OpenBenchmarking.orgMpx/s, More Is BetterEtcpak 0.7Configuration: ETC1Kubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.0460120180240300Min: 324.78 / Avg: 335.75 / Max: 340.49Min: 334.62 / Avg: 339.1 / Max: 342.35Min: 319.93 / Avg: 325.03 / Max: 329.46Min: 319.78 / Avg: 319.83 / Max: 319.881. (CXX) g++ options: -O3 -march=native -std=c++11 -lpthread

OpenBenchmarking.orgMpx/s, More Is BetterEtcpak 0.7Configuration: ETC2Kubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.044080120160200SE +/- 1.32, N = 3SE +/- 0.36, N = 3SE +/- 0.49, N = 3SE +/- 0.36, N = 3186.23189.02189.46188.061. (CXX) g++ options: -O3 -march=native -std=c++11 -lpthread
OpenBenchmarking.orgMpx/s, More Is BetterEtcpak 0.7Configuration: ETC2Kubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.04306090120150Min: 183.62 / Avg: 186.23 / Max: 187.82Min: 188.64 / Avg: 189.02 / Max: 189.73Min: 188.93 / Avg: 189.46 / Max: 190.43Min: 187.34 / Avg: 188.06 / Max: 188.491. (CXX) g++ options: -O3 -march=native -std=c++11 -lpthread

OpenBenchmarking.orgMpx/s, More Is BetterEtcpak 0.7Configuration: ETC1 + DitheringKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.0470140210280350SE +/- 1.39, N = 3SE +/- 0.09, N = 3SE +/- 0.02, N = 3SE +/- 2.88, N = 3318.79320.00318.53299.551. (CXX) g++ options: -O3 -march=native -std=c++11 -lpthread
OpenBenchmarking.orgMpx/s, More Is BetterEtcpak 0.7Configuration: ETC1 + DitheringKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.0460120180240300Min: 316.04 / Avg: 318.79 / Max: 320.56Min: 319.83 / Avg: 320 / Max: 320.12Min: 318.5 / Avg: 318.53 / Max: 318.58Min: 293.79 / Avg: 299.55 / Max: 302.531. (CXX) g++ options: -O3 -march=native -std=c++11 -lpthread

NAMD

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

OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD 2.14ATPase Simulation - 327,506 AtomsKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.040.8261.6522.4783.3044.13SE +/- 0.00521, N = 3SE +/- 0.00729, N = 3SE +/- 0.00978, N = 3SE +/- 0.00207, N = 33.664483.671043.575063.58034
OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD 2.14ATPase Simulation - 327,506 AtomsKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.04246810Min: 3.66 / Avg: 3.66 / Max: 3.67Min: 3.66 / Avg: 3.67 / Max: 3.69Min: 3.56 / Avg: 3.58 / Max: 3.59Min: 3.58 / Avg: 3.58 / Max: 3.58

OpenFOAM

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

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenFOAM 8Input: Motorbike 30MKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.0470140210280350SE +/- 0.18, N = 3SE +/- 0.68, N = 3SE +/- 0.10, N = 3SE +/- 0.13, N = 3302.29303.90303.46276.49-lfoamToVTK -ldynamicMesh -llagrangian -lfileFormats-lspecie -lfiniteVolume -lfvOptions -lmeshTools -lsampling-ldynamicMesh-ldynamicMesh1. (CXX) g++ options: -std=c++11 -m64 -O3 -ftemplate-depth-100 -fPIC -fuse-ld=bfd -Xlinker --add-needed --no-as-needed -lgenericPatchFields -lOpenFOAM -ldl -lm
OpenBenchmarking.orgSeconds, Fewer Is BetterOpenFOAM 8Input: Motorbike 30MKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.0450100150200250Min: 302.09 / Avg: 302.29 / Max: 302.65Min: 303.07 / Avg: 303.9 / Max: 305.25Min: 303.32 / Avg: 303.46 / Max: 303.65Min: 276.36 / Avg: 276.49 / Max: 276.741. (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

WebP Image Encode

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

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: DefaultKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.040.35240.70481.05721.40961.762SE +/- 0.002, N = 3SE +/- 0.002, N = 3SE +/- 0.020, N = 3SE +/- 0.009, N = 31.5071.4861.5661.5481. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff
OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: DefaultKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.04246810Min: 1.5 / Avg: 1.51 / Max: 1.51Min: 1.48 / Avg: 1.49 / Max: 1.49Min: 1.54 / Avg: 1.57 / Max: 1.6Min: 1.54 / Avg: 1.55 / Max: 1.571. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100Kubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.040.55061.10121.65182.20242.753SE +/- 0.032, N = 3SE +/- 0.029, N = 3SE +/- 0.021, N = 3SE +/- 0.001, N = 32.4272.3762.4472.3871. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff
OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100Kubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.04246810Min: 2.37 / Avg: 2.43 / Max: 2.48Min: 2.34 / Avg: 2.38 / Max: 2.43Min: 2.41 / Avg: 2.45 / Max: 2.49Min: 2.39 / Avg: 2.39 / Max: 2.391. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, LosslessKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.0448121620SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 0.07, N = 3SE +/- 0.07, N = 317.4117.2617.1017.411. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff
OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, LosslessKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.0448121620Min: 17.37 / Avg: 17.41 / Max: 17.46Min: 17.18 / Avg: 17.26 / Max: 17.32Min: 16.96 / Avg: 17.1 / Max: 17.18Min: 17.27 / Avg: 17.41 / Max: 17.521. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, Highest CompressionKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.04246810SE +/- 0.058, N = 3SE +/- 0.072, N = 6SE +/- 0.099, N = 3SE +/- 0.064, N = 37.3577.2637.1937.5711. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff
OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, Highest CompressionKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.043691215Min: 7.27 / Avg: 7.36 / Max: 7.47Min: 7.13 / Avg: 7.26 / Max: 7.52Min: 7.08 / Avg: 7.19 / Max: 7.39Min: 7.5 / Avg: 7.57 / Max: 7.71. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff

Embree

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

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.9.0Binary: Pathtracer - Model: CrownKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.041.21392.42783.64174.85566.0695SE +/- 0.0523, N = 6SE +/- 0.0740, N = 3SE +/- 0.0509, N = 3SE +/- 0.0547, N = 35.36045.39525.27225.3310MIN: 5.11 / MAX: 7.19MIN: 5.14 / MAX: 7.16MIN: 5.1 / MAX: 7.08MIN: 4.97 / MAX: 6.96
OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.9.0Binary: Pathtracer - Model: CrownKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.04246810Min: 5.27 / Avg: 5.36 / Max: 5.62Min: 5.32 / Avg: 5.4 / Max: 5.54Min: 5.21 / Avg: 5.27 / Max: 5.37Min: 5.24 / Avg: 5.33 / Max: 5.43

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.9.0Binary: Pathtracer ISPC - Model: CrownKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.04246810SE +/- 0.0423, N = 3SE +/- 0.0293, N = 3SE +/- 0.0444, N = 3SE +/- 0.0325, N = 36.15016.14546.03936.1010MIN: 5.93 / MAX: 8.22MIN: 5.91 / MAX: 8.2MIN: 5.89 / MAX: 8.03MIN: 5.91 / MAX: 8.04
OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.9.0Binary: Pathtracer ISPC - Model: CrownKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.04246810Min: 6.1 / Avg: 6.15 / Max: 6.23Min: 6.11 / Avg: 6.15 / Max: 6.2Min: 5.98 / Avg: 6.04 / Max: 6.12Min: 6.04 / Avg: 6.1 / Max: 6.15

rav1e

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

OpenBenchmarking.orgFrames Per Second, More Is Betterrav1e 0.4Speed: 10Kubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.040.78891.57782.36673.15563.9445SE +/- 0.034, N = 3SE +/- 0.033, N = 14SE +/- 0.041, N = 3SE +/- 0.012, N = 33.5063.3213.3093.406
OpenBenchmarking.orgFrames Per Second, More Is Betterrav1e 0.4Speed: 10Kubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.04246810Min: 3.44 / Avg: 3.51 / Max: 3.56Min: 2.97 / Avg: 3.32 / Max: 3.46Min: 3.23 / Avg: 3.31 / Max: 3.37Min: 3.38 / Avg: 3.41 / Max: 3.43

SVT-AV1

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

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8Encoder Mode: Enc Mode 8 - Input: 1080pKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.0448121620SE +/- 0.14, N = 6SE +/- 0.15, N = 4SE +/- 0.10, N = 15SE +/- 0.13, N = 814.1714.0513.8015.321. (CXX) g++ options: -O3 -fcommon -fPIE -fPIC -pie
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8Encoder Mode: Enc Mode 8 - Input: 1080pKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.0448121620Min: 13.9 / Avg: 14.17 / Max: 14.84Min: 13.75 / Avg: 14.05 / Max: 14.45Min: 13.13 / Avg: 13.8 / Max: 14.6Min: 15.07 / Avg: 15.32 / Max: 16.231. (CXX) g++ options: -O3 -fcommon -fPIE -fPIC -pie

x265

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

OpenBenchmarking.orgFrames Per Second, More Is Betterx265 3.4Video Input: Bosphorus 4KKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.04246810SE +/- 0.06, N = 3SE +/- 0.05, N = 3SE +/- 0.10, N = 3SE +/- 0.08, N = 38.418.538.258.461. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma
OpenBenchmarking.orgFrames Per Second, More Is Betterx265 3.4Video Input: Bosphorus 4KKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.043691215Min: 8.33 / Avg: 8.41 / Max: 8.52Min: 8.46 / Avg: 8.53 / Max: 8.63Min: 8.06 / Avg: 8.25 / Max: 8.39Min: 8.34 / Avg: 8.46 / Max: 8.611. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

OpenBenchmarking.orgFrames Per Second, More Is Betterx265 3.4Video Input: Bosphorus 1080pKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.04918273645SE +/- 0.30, N = 9SE +/- 0.23, N = 15SE +/- 0.24, N = 3SE +/- 0.20, N = 1537.0236.7836.5736.671. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma
OpenBenchmarking.orgFrames Per Second, More Is Betterx265 3.4Video Input: Bosphorus 1080pKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.04816243240Min: 36.2 / Avg: 37.02 / Max: 38.95Min: 36.1 / Avg: 36.78 / Max: 39.61Min: 36.1 / Avg: 36.57 / Max: 36.9Min: 36.13 / Avg: 36.67 / Max: 39.351. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

LuxCoreRender

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

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.3Scene: DLSCKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.040.18230.36460.54690.72920.9115SE +/- 0.01, N = 5SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 30.810.800.790.81MIN: 0.73 / MAX: 1.02MIN: 0.73 / MAX: 1.02MIN: 0.73 / MAX: 1MIN: 0.74 / MAX: 1.01
OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.3Scene: DLSCKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.04246810Min: 0.79 / Avg: 0.81 / Max: 0.84Min: 0.79 / Avg: 0.8 / Max: 0.81Min: 0.77 / Avg: 0.79 / Max: 0.8Min: 0.79 / Avg: 0.81 / Max: 0.83

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.3Scene: Rainbow Colors and PrismKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.040.19580.39160.58740.78320.979SE +/- 0.01, N = 9SE +/- 0.01, N = 3SE +/- 0.01, N = 6SE +/- 0.01, N = 30.870.860.820.86MIN: 0.8 / MAX: 1.13MIN: 0.79 / MAX: 1.12MIN: 0.77 / MAX: 1.1MIN: 0.79 / MAX: 1.11
OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.3Scene: Rainbow Colors and PrismKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.04246810Min: 0.85 / Avg: 0.87 / Max: 0.92Min: 0.85 / Avg: 0.86 / Max: 0.88Min: 0.8 / Avg: 0.82 / Max: 0.85Min: 0.85 / Avg: 0.86 / Max: 0.88

libavif avifenc

This is a test of the AOMedia libavif library testing the encoding of a JPEG image to AV1 Image Format (AVIF). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.7.3Encoder Speed: 8Kubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.04246810SE +/- 0.016, N = 3SE +/- 0.058, N = 3SE +/- 0.142, N = 15SE +/- 0.025, N = 36.7026.6707.0666.6351. (CXX) g++ options: -O3 -fPIC
OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.7.3Encoder Speed: 8Kubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.043691215Min: 6.68 / Avg: 6.7 / Max: 6.73Min: 6.61 / Avg: 6.67 / Max: 6.79Min: 6.61 / Avg: 7.07 / Max: 8Min: 6.6 / Avg: 6.64 / Max: 6.681. (CXX) g++ options: -O3 -fPIC

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.7.3Encoder Speed: 10Kubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.04246810SE +/- 0.007, N = 3SE +/- 0.017, N = 3SE +/- 0.107, N = 15SE +/- 0.011, N = 36.2166.1866.4456.1941. (CXX) g++ options: -O3 -fPIC
OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.7.3Encoder Speed: 10Kubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.043691215Min: 6.21 / Avg: 6.22 / Max: 6.23Min: 6.16 / Avg: 6.19 / Max: 6.21Min: 6.16 / Avg: 6.44 / Max: 7.49Min: 6.17 / Avg: 6.19 / Max: 6.211. (CXX) g++ options: -O3 -fPIC

Build2

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

OpenBenchmarking.orgSeconds, Fewer Is BetterBuild2 0.13Time To CompileKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.0460120180240300SE +/- 0.35, N = 3SE +/- 0.33, N = 3SE +/- 0.60, N = 3SE +/- 0.94, N = 3263.28290.93239.01201.34
OpenBenchmarking.orgSeconds, Fewer Is BetterBuild2 0.13Time To CompileKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.0450100150200250Min: 262.81 / Avg: 263.28 / Max: 263.96Min: 290.29 / Avg: 290.93 / Max: 291.41Min: 237.83 / Avg: 239.01 / Max: 239.78Min: 199.5 / Avg: 201.34 / Max: 202.63

YafaRay

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

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

DeepSpeech

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

OpenBenchmarking.orgSeconds, Fewer Is BetterDeepSpeech 0.6Acceleration: CPUKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.0420406080100SE +/- 0.59, N = 3SE +/- 0.43, N = 3SE +/- 0.47, N = 3SE +/- 0.40, N = 374.2273.7474.1575.93
OpenBenchmarking.orgSeconds, Fewer Is BetterDeepSpeech 0.6Acceleration: CPUKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.041530456075Min: 73.6 / Avg: 74.22 / Max: 75.4Min: 73.3 / Avg: 73.74 / Max: 74.6Min: 73.64 / Avg: 74.15 / Max: 75.08Min: 75.45 / Avg: 75.93 / Max: 76.72

Monkey Audio Encoding

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

OpenBenchmarking.orgSeconds, Fewer Is BetterMonkey Audio Encoding 3.99.6WAV To APEKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.043691215SE +/- 0.11, N = 5SE +/- 0.05, N = 5SE +/- 0.07, N = 14SE +/- 0.10, N = 511.7111.8511.3011.311. (CXX) g++ options: -O3 -pedantic -rdynamic -lrt
OpenBenchmarking.orgSeconds, Fewer Is BetterMonkey Audio Encoding 3.99.6WAV To APEKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.043691215Min: 11.34 / Avg: 11.71 / Max: 11.95Min: 11.71 / Avg: 11.85 / Max: 11.99Min: 11.03 / Avg: 11.3 / Max: 11.98Min: 11.12 / Avg: 11.31 / Max: 11.691. (CXX) g++ options: -O3 -pedantic -rdynamic -lrt

Opus Codec Encoding

Opus is an open audio codec. Opus is a lossy audio compression format designed primarily for interactive real-time applications over the Internet. This test uses Opus-Tools and measures the time required to encode a WAV file to Opus. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterOpus Codec Encoding 1.3.1WAV To Opus EncodeKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.04246810SE +/- 0.022, N = 5SE +/- 0.026, N = 5SE +/- 0.013, N = 5SE +/- 0.052, N = 58.5408.6108.6108.7721. (CXX) g++ options: -fvisibility=hidden -logg -lm
OpenBenchmarking.orgSeconds, Fewer Is BetterOpus Codec Encoding 1.3.1WAV To Opus EncodeKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.043691215Min: 8.51 / Avg: 8.54 / Max: 8.63Min: 8.57 / Avg: 8.61 / Max: 8.71Min: 8.59 / Avg: 8.61 / Max: 8.66Min: 8.62 / Avg: 8.77 / Max: 8.881. (CXX) g++ options: -fvisibility=hidden -logg -lm

eSpeak-NG Speech Engine

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

OpenBenchmarking.orgSeconds, Fewer Is BettereSpeak-NG Speech Engine 20200907Text-To-Speech SynthesisKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.04714212835SE +/- 0.07, N = 4SE +/- 0.11, N = 4SE +/- 0.11, N = 4SE +/- 0.25, N = 729.6927.6427.0527.461. (CC) gcc options: -O2 -std=c99
OpenBenchmarking.orgSeconds, Fewer Is BettereSpeak-NG Speech Engine 20200907Text-To-Speech SynthesisKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.04714212835Min: 29.51 / Avg: 29.69 / Max: 29.83Min: 27.32 / Avg: 27.64 / Max: 27.86Min: 26.77 / Avg: 27.05 / Max: 27.28Min: 26.51 / Avg: 27.46 / Max: 28.11. (CC) gcc options: -O2 -std=c99

WebP2 Image Encode

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

OpenBenchmarking.orgSeconds, Fewer Is BetterWebP2 Image Encode 20210126Encode Settings: DefaultKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.04246810SE +/- 0.096, N = 15SE +/- 0.112, N = 15SE +/- 0.145, N = 15SE +/- 0.082, N = 37.4137.6768.3406.649-lOpenGL -lGLX-lOpenGL -lGLX-lOpenGL -lGLX-lGL1. (CXX) g++ options: -msse4.2 -fno-rtti -O3 -rdynamic -lGLU -lglut -lXmu -lXi -lpthread -ljpeg
OpenBenchmarking.orgSeconds, Fewer Is BetterWebP2 Image Encode 20210126Encode Settings: DefaultKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.043691215Min: 6.64 / Avg: 7.41 / Max: 7.98Min: 6.69 / Avg: 7.68 / Max: 8.08Min: 7.17 / Avg: 8.34 / Max: 9.26Min: 6.53 / Avg: 6.65 / Max: 6.811. (CXX) g++ options: -msse4.2 -fno-rtti -O3 -rdynamic -lGLU -lglut -lXmu -lXi -lpthread -ljpeg

OpenBenchmarking.orgSeconds, Fewer Is BetterWebP2 Image Encode 20210126Encode Settings: Quality 75, Compression Effort 7Kubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.04120240360480600SE +/- 0.83, N = 3SE +/- 0.59, N = 3SE +/- 1.75, N = 3SE +/- 0.29, N = 3516.06515.46532.89505.11-lOpenGL -lGLX-lOpenGL -lGLX-lOpenGL -lGLX-lGL1. (CXX) g++ options: -msse4.2 -fno-rtti -O3 -rdynamic -lGLU -lglut -lXmu -lXi -lpthread -ljpeg
OpenBenchmarking.orgSeconds, Fewer Is BetterWebP2 Image Encode 20210126Encode Settings: Quality 75, Compression Effort 7Kubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.0490180270360450Min: 514.41 / Avg: 516.06 / Max: 516.94Min: 514.31 / Avg: 515.46 / Max: 516.25Min: 529.88 / Avg: 532.89 / Max: 535.93Min: 504.53 / Avg: 505.11 / Max: 505.41. (CXX) g++ options: -msse4.2 -fno-rtti -O3 -rdynamic -lGLU -lglut -lXmu -lXi -lpthread -ljpeg

OpenBenchmarking.orgSeconds, Fewer Is BetterWebP2 Image Encode 20210126Encode Settings: Quality 95, Compression Effort 7Kubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.042004006008001000SE +/- 1.60, N = 3SE +/- 3.50, N = 3SE +/- 1.08, N = 3SE +/- 0.94, N = 3951.27949.22972.60920.49-lOpenGL -lGLX-lOpenGL -lGLX-lOpenGL -lGLX-lGL1. (CXX) g++ options: -msse4.2 -fno-rtti -O3 -rdynamic -lGLU -lglut -lXmu -lXi -lpthread -ljpeg
OpenBenchmarking.orgSeconds, Fewer Is BetterWebP2 Image Encode 20210126Encode Settings: Quality 95, Compression Effort 7Kubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.042004006008001000Min: 948.3 / Avg: 951.27 / Max: 953.78Min: 942.34 / Avg: 949.22 / Max: 953.77Min: 970.76 / Avg: 972.6 / Max: 974.52Min: 919 / Avg: 920.49 / Max: 922.221. (CXX) g++ options: -msse4.2 -fno-rtti -O3 -rdynamic -lGLU -lglut -lXmu -lXi -lpthread -ljpeg

OpenBenchmarking.orgSeconds, Fewer Is BetterWebP2 Image Encode 20210126Encode Settings: Quality 100, Compression Effort 5Kubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.04714212835SE +/- 0.30, N = 5SE +/- 0.34, N = 4SE +/- 0.35, N = 3SE +/- 0.23, N = 728.6028.6929.1325.66-lOpenGL -lGLX-lOpenGL -lGLX-lOpenGL -lGLX-lGL1. (CXX) g++ options: -msse4.2 -fno-rtti -O3 -rdynamic -lGLU -lglut -lXmu -lXi -lpthread -ljpeg
OpenBenchmarking.orgSeconds, Fewer Is BetterWebP2 Image Encode 20210126Encode Settings: Quality 100, Compression Effort 5Kubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.04612182430Min: 27.41 / Avg: 28.6 / Max: 29.01Min: 27.71 / Avg: 28.69 / Max: 29.22Min: 28.53 / Avg: 29.13 / Max: 29.75Min: 24.33 / Avg: 25.66 / Max: 26.031. (CXX) g++ options: -msse4.2 -fno-rtti -O3 -rdynamic -lGLU -lglut -lXmu -lXi -lpthread -ljpeg

Google SynthMark

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

OpenBenchmarking.orgVoices, More Is BetterGoogle SynthMark 20201109Test: VoiceMark_100Kubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.04150300450600750SE +/- 2.78, N = 3SE +/- 0.69, N = 3SE +/- 1.45, N = 3SE +/- 6.67, N = 3685.58697.00695.73651.921. (CXX) g++ options: -lm -lpthread -std=c++11 -Ofast
OpenBenchmarking.orgVoices, More Is BetterGoogle SynthMark 20201109Test: VoiceMark_100Kubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.04120240360480600Min: 681.17 / Avg: 685.58 / Max: 690.72Min: 695.66 / Avg: 697 / Max: 697.95Min: 694.07 / Avg: 695.73 / Max: 698.62Min: 638.58 / Avg: 651.92 / Max: 659.041. (CXX) g++ options: -lm -lpthread -std=c++11 -Ofast

GROMACS

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

OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2020.3Water BenchmarkKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.040.13390.26780.40170.53560.6695SE +/- 0.003, N = 3SE +/- 0.002, N = 3SE +/- 0.001, N = 3SE +/- 0.001, N = 30.5800.5790.5830.5951. (CXX) g++ options: -O3 -pthread -lrt -lpthread -lm
OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2020.3Water BenchmarkKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.04246810Min: 0.58 / Avg: 0.58 / Max: 0.58Min: 0.58 / Avg: 0.58 / Max: 0.58Min: 0.58 / Avg: 0.58 / Max: 0.59Min: 0.59 / Avg: 0.6 / Max: 0.61. (CXX) g++ options: -O3 -pthread -lrt -lpthread -lm

TensorFlow Lite

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

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: SqueezeNetKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.0490K180K270K360K450KSE +/- 3444.86, N = 3SE +/- 3242.72, N = 3SE +/- 1187.45, N = 3SE +/- 2831.00, N = 3397125397433413923397217
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: SqueezeNetKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.0470K140K210K280K350KMin: 390321 / Avg: 397125.33 / Max: 401464Min: 390999 / Avg: 397433 / Max: 401356Min: 411637 / Avg: 413922.67 / Max: 415624Min: 391594 / Avg: 397216.67 / Max: 400605

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception V4Kubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.041.3M2.6M3.9M5.2M6.5MSE +/- 21795.17, N = 3SE +/- 16560.34, N = 3SE +/- 28501.47, N = 3SE +/- 18581.09, N = 35886227588367759481675876820
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception V4Kubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.041000K2000K3000K4000K5000KMin: 5843840 / Avg: 5886226.67 / Max: 5916230Min: 5850980 / Avg: 5883676.67 / Max: 5904600Min: 5907260 / Avg: 5948166.67 / Max: 6003000Min: 5839710 / Avg: 5876820 / Max: 5897080

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: NASNet MobileKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.0470K140K210K280K350KSE +/- 2897.67, N = 3SE +/- 2473.27, N = 3SE +/- 1975.67, N = 3SE +/- 2558.65, N = 3347106346734349195347299
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: NASNet MobileKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.0460K120K180K240K300KMin: 341311 / Avg: 347106.33 / Max: 350013Min: 341906 / Avg: 346733.67 / Max: 350081Min: 347214 / Avg: 349194.67 / Max: 353146Min: 342288 / Avg: 347298.67 / Max: 350704

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet FloatKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.0460K120K180K240K300KSE +/- 3420.74, N = 3SE +/- 2268.06, N = 3SE +/- 2160.16, N = 3SE +/- 2175.88, N = 3273776275014277078275401
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet FloatKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.0450K100K150K200K250KMin: 266960 / Avg: 273776.33 / Max: 277692Min: 270517 / Avg: 275013.67 / Max: 277779Min: 273674 / Avg: 277078 / Max: 281084Min: 271164 / Avg: 275400.67 / Max: 278380

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet QuantKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.0460K120K180K240K300KSE +/- 2857.47, N = 3SE +/- 1681.54, N = 3SE +/- 1758.48, N = 3SE +/- 1674.42, N = 3277899279621286470279323
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet QuantKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.0450K100K150K200K250KMin: 272361 / Avg: 277899 / Max: 281890Min: 276304 / Avg: 279621 / Max: 281760Min: 283322 / Avg: 286470.33 / Max: 289402Min: 275979 / Avg: 279323 / Max: 281151

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception ResNet V2Kubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.041.2M2.4M3.6M4.8M6MSE +/- 35712.27, N = 3SE +/- 13129.24, N = 3SE +/- 18982.52, N = 3SE +/- 14060.47, N = 35306953532656753880705317610
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception ResNet V2Kubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.04900K1800K2700K3600K4500KMin: 5235820 / Avg: 5306953.33 / Max: 5348100Min: 5300400 / Avg: 5326566.67 / Max: 5341550Min: 5351740 / Avg: 5388070 / Max: 5415780Min: 5289490 / Avg: 5317610 / Max: 5331870

ASTC Encoder

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

OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 2.0Preset: ThoroughKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.041530456075SE +/- 0.38, N = 3SE +/- 0.31, N = 3SE +/- 0.53, N = 3SE +/- 0.38, N = 363.2663.5066.3059.191. (CXX) g++ options: -std=c++14 -fvisibility=hidden -O3 -flto -mfpmath=sse -mavx2 -mpopcnt -lpthread
OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 2.0Preset: ThoroughKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.041326395265Min: 62.55 / Avg: 63.26 / Max: 63.85Min: 62.89 / Avg: 63.5 / Max: 63.92Min: 65.37 / Avg: 66.3 / Max: 67.22Min: 58.48 / Avg: 59.19 / Max: 59.761. (CXX) g++ options: -std=c++14 -fvisibility=hidden -O3 -flto -mfpmath=sse -mavx2 -mpopcnt -lpthread

OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 2.0Preset: ExhaustiveKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.04110220330440550SE +/- 0.53, N = 3SE +/- 0.33, N = 3SE +/- 1.22, N = 3SE +/- 0.66, N = 3515.08515.49518.88499.821. (CXX) g++ options: -std=c++14 -fvisibility=hidden -O3 -flto -mfpmath=sse -mavx2 -mpopcnt -lpthread
OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 2.0Preset: ExhaustiveKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.0490180270360450Min: 514.2 / Avg: 515.08 / Max: 516.03Min: 514.84 / Avg: 515.49 / Max: 515.9Min: 517.13 / Avg: 518.88 / Max: 521.22Min: 498.51 / Avg: 499.82 / Max: 500.641. (CXX) g++ options: -std=c++14 -fvisibility=hidden -O3 -flto -mfpmath=sse -mavx2 -mpopcnt -lpthread

SQLite Speedtest

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

OpenBenchmarking.orgSeconds, Fewer Is BetterSQLite Speedtest 3.30Timed Time - Size 1,000Kubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.041428425670SE +/- 0.55, N = 3SE +/- 0.11, N = 3SE +/- 0.08, N = 3SE +/- 0.07, N = 362.7561.6063.3464.361. (CC) gcc options: -O2 -ldl -lz -lpthread
OpenBenchmarking.orgSeconds, Fewer Is BetterSQLite Speedtest 3.30Timed Time - Size 1,000Kubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.041326395265Min: 61.8 / Avg: 62.75 / Max: 63.69Min: 61.46 / Avg: 61.6 / Max: 61.81Min: 63.19 / Avg: 63.34 / Max: 63.47Min: 64.22 / Avg: 64.36 / Max: 64.451. (CC) gcc options: -O2 -ldl -lz -lpthread

Darktable

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

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

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

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

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

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

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

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

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

GEGL

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

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: CropKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.04246810SE +/- 0.018, N = 3SE +/- 0.026, N = 3SE +/- 0.087, N = 3SE +/- 0.032, N = 37.9777.8187.8227.004
OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: CropKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.043691215Min: 7.95 / Avg: 7.98 / Max: 8.01Min: 7.77 / Avg: 7.82 / Max: 7.85Min: 7.73 / Avg: 7.82 / Max: 8Min: 6.95 / Avg: 7 / Max: 7.06

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: ScaleKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.041.26252.5253.78755.056.3125SE +/- 0.016, N = 3SE +/- 0.026, N = 3SE +/- 0.029, N = 3SE +/- 0.046, N = 35.6115.5715.4374.407
OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: ScaleKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.04246810Min: 5.58 / Avg: 5.61 / Max: 5.64Min: 5.55 / Avg: 5.57 / Max: 5.62Min: 5.4 / Avg: 5.44 / Max: 5.49Min: 4.35 / Avg: 4.41 / Max: 4.5

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: ReflectKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.04714212835SE +/- 0.11, N = 3SE +/- 0.12, N = 3SE +/- 0.05, N = 3SE +/- 0.05, N = 329.2529.0130.1229.43
OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: ReflectKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.04714212835Min: 29.12 / Avg: 29.25 / Max: 29.46Min: 28.8 / Avg: 29.01 / Max: 29.21Min: 30.03 / Avg: 30.12 / Max: 30.2Min: 29.34 / Avg: 29.43 / Max: 29.49

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: Color EnhanceKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.041326395265SE +/- 0.24, N = 3SE +/- 0.21, N = 3SE +/- 0.44, N = 3SE +/- 0.12, N = 355.5154.6659.0156.14
OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: Color EnhanceKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.041224364860Min: 55.21 / Avg: 55.51 / Max: 55.98Min: 54.24 / Avg: 54.66 / Max: 54.91Min: 58.36 / Avg: 59.01 / Max: 59.85Min: 55.91 / Avg: 56.14 / Max: 56.27

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: Rotate 90 DegreesKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.04918273645SE +/- 0.09, N = 3SE +/- 0.10, N = 3SE +/- 0.26, N = 3SE +/- 0.09, N = 339.6939.2640.6339.13
OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: Rotate 90 DegreesKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.04816243240Min: 39.53 / Avg: 39.69 / Max: 39.82Min: 39.13 / Avg: 39.26 / Max: 39.46Min: 40.11 / Avg: 40.63 / Max: 40.99Min: 39 / Avg: 39.13 / Max: 39.3

GIMP

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

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

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

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

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

G'MIC

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

OpenBenchmarking.orgSeconds, Fewer Is BetterG'MICTest: 2D Function Plotting, 1000 TimesKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.04306090120150SE +/- 0.36, N = 3SE +/- 1.02, N = 15SE +/- 1.03, N = 15SE +/- 0.56, N = 3104.57116.65114.66116.021. Kubuntu 20.10: Version 2.4.5, Copyright (c) 2008-2019, David Tschumperle.2. Kubuntu 20.04: Version 2.4.5, Copyright (c) 2008-2019, David Tschumperle.3. Kubuntu 18.04: Version 2.8.4
OpenBenchmarking.orgSeconds, Fewer Is BetterG'MICTest: 2D Function Plotting, 1000 TimesKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.0420406080100Min: 103.91 / Avg: 104.57 / Max: 105.14Min: 110.92 / Avg: 116.65 / Max: 122.03Min: 109.56 / Avg: 114.66 / Max: 119.79Min: 114.95 / Avg: 116.02 / Max: 116.861. Kubuntu 20.10: Version 2.4.5, Copyright (c) 2008-2019, David Tschumperle.2. Kubuntu 20.04: Version 2.4.5, Copyright (c) 2008-2019, David Tschumperle.3. Kubuntu 18.04: Version 2.8.4

Hugin

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

OpenBenchmarking.orgSeconds, Fewer Is BetterHuginPanorama Photo Assistant + Stitching TimeKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.041428425670SE +/- 0.18, N = 3SE +/- 0.61, N = 5SE +/- 0.36, N = 3SE +/- 0.14, N = 359.0059.4158.6864.06
OpenBenchmarking.orgSeconds, Fewer Is BetterHuginPanorama Photo Assistant + Stitching TimeKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.041326395265Min: 58.64 / Avg: 59 / Max: 59.19Min: 57.23 / Avg: 59.41 / Max: 60.85Min: 58.2 / Avg: 58.68 / Max: 59.38Min: 63.81 / Avg: 64.06 / Max: 64.31

OCRMyPDF

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

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

RawTherapee

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

OpenBenchmarking.orgSeconds, Fewer Is BetterRawTherapeeTotal Benchmark TimeKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.0420406080100SE +/- 0.40, N = 3SE +/- 0.38, N = 3SE +/- 0.85, N = 3SE +/- 1.03, N = 382.8683.9283.4975.491. Kubuntu 21.04 Dev: RawTherapee, version 5.8, command line.2. Kubuntu 20.10: RawTherapee, version 5.8, command line.3. Kubuntu 20.04: RawTherapee, version 5.8, command line.4. 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.
OpenBenchmarking.orgSeconds, Fewer Is BetterRawTherapeeTotal Benchmark TimeKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.041632486480Min: 82.06 / Avg: 82.86 / Max: 83.31Min: 83.2 / Avg: 83.92 / Max: 84.49Min: 81.9 / Avg: 83.49 / Max: 84.82Min: 73.42 / Avg: 75.49 / Max: 76.591. Kubuntu 21.04 Dev: RawTherapee, version 5.8, command line.2. Kubuntu 20.10: RawTherapee, version 5.8, command line.3. Kubuntu 20.04: RawTherapee, version 5.8, command line.4. 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.

Mobile Neural Network

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

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

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.1.1Model: resnet-v2-50Kubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.041326395265SE +/- 0.10, N = 3SE +/- 0.22, N = 3SE +/- 0.13, N = 3SE +/- 0.54, N = 352.8052.6956.8852.93MIN: 40.75 / MAX: 149.18MIN: 40.27 / MAX: 113.92MIN: 55.86 / MAX: 76.95MIN: 40.85 / MAX: 115.691. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.1.1Model: resnet-v2-50Kubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.041122334455Min: 52.61 / Avg: 52.8 / Max: 52.92Min: 52.27 / Avg: 52.69 / Max: 53.02Min: 56.67 / Avg: 56.88 / Max: 57.11Min: 51.86 / Avg: 52.93 / Max: 53.561. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.1.1Model: MobileNetV2_224Kubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.041.0352.073.1054.145.175SE +/- 0.010, N = 3SE +/- 0.003, N = 3SE +/- 0.049, N = 3SE +/- 0.012, N = 34.4714.4084.5754.600MIN: 4.19 / MAX: 16.54MIN: 4.13 / MAX: 11.39MIN: 4.27 / MAX: 17.5MIN: 4.25 / MAX: 14.561. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.1.1Model: MobileNetV2_224Kubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.04246810Min: 4.46 / Avg: 4.47 / Max: 4.49Min: 4.4 / Avg: 4.41 / Max: 4.41Min: 4.5 / Avg: 4.58 / Max: 4.67Min: 4.58 / Avg: 4.6 / Max: 4.621. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.1.1Model: mobilenet-v1-1.0Kubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.041.30322.60643.90965.21286.516SE +/- 0.004, N = 3SE +/- 0.014, N = 3SE +/- 0.022, N = 3SE +/- 0.204, N = 35.6115.6205.7924.903MIN: 5.32 / MAX: 7.1MIN: 5.46 / MAX: 12.18MIN: 5.56 / MAX: 19.76MIN: 4.18 / MAX: 23.931. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.1.1Model: mobilenet-v1-1.0Kubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.04246810Min: 5.61 / Avg: 5.61 / Max: 5.62Min: 5.6 / Avg: 5.62 / Max: 5.64Min: 5.76 / Avg: 5.79 / Max: 5.83Min: 4.5 / Avg: 4.9 / Max: 5.171. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.1.1Model: inception-v3Kubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.041428425670SE +/- 0.25, N = 3SE +/- 0.08, N = 3SE +/- 0.16, N = 3SE +/- 0.23, N = 358.8358.7062.3159.98MIN: 52.75 / MAX: 159.06MIN: 57.24 / MAX: 78.28MIN: 59.92 / MAX: 111.94MIN: 53.07 / MAX: 145.341. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.1.1Model: inception-v3Kubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.041224364860Min: 58.35 / Avg: 58.83 / Max: 59.2Min: 58.6 / Avg: 58.7 / Max: 58.86Min: 61.99 / Avg: 62.31 / Max: 62.53Min: 59.72 / Avg: 59.98 / Max: 60.441. (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

NCNN

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

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: mobilenetKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.04612182430SE +/- 0.24, N = 3SE +/- 0.04, N = 3SE +/- 0.11, N = 3SE +/- 0.01, N = 325.6125.7725.4226.35MIN: 24.5 / MAX: 106.07MIN: 25.1 / MAX: 26.92MIN: 24.59 / MAX: 35.14MIN: 25.87 / MAX: 281. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: mobilenetKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.04612182430Min: 25.37 / Avg: 25.61 / Max: 26.09Min: 25.68 / Avg: 25.77 / Max: 25.82Min: 25.27 / Avg: 25.42 / Max: 25.64Min: 26.32 / Avg: 26.35 / Max: 26.371. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU-v2-v2 - Model: mobilenet-v2Kubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.04246810SE +/- 0.04, N = 3SE +/- 0.04, N = 3SE +/- 0.54, N = 3SE +/- 0.03, N = 35.975.976.466.34MIN: 5.77 / MAX: 7.43MIN: 5.77 / MAX: 9.55MIN: 5.79 / MAX: 8.59MIN: 6.15 / MAX: 7.721. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU-v2-v2 - Model: mobilenet-v2Kubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.043691215Min: 5.89 / Avg: 5.97 / Max: 6.03Min: 5.9 / Avg: 5.97 / Max: 6.01Min: 5.9 / Avg: 6.46 / Max: 7.54Min: 6.31 / Avg: 6.34 / Max: 6.391. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU-v3-v3 - Model: mobilenet-v3Kubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.04246810SE +/- 0.25, N = 3SE +/- 0.41, N = 3SE +/- 0.17, N = 2SE +/- 0.49, N = 35.165.576.755.91MIN: 4.65 / MAX: 9.91MIN: 4.71 / MAX: 18.68MIN: 5.29 / MAX: 59.02MIN: 5.01 / MAX: 20.731. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU-v3-v3 - Model: mobilenet-v3Kubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.043691215Min: 4.77 / Avg: 5.16 / Max: 5.62Min: 4.82 / Avg: 5.57 / Max: 6.21Min: 6.58 / Avg: 6.75 / Max: 6.91Min: 5.1 / Avg: 5.91 / Max: 6.791. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: shufflenet-v2Kubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.04246810SE +/- 0.63, N = 3SE +/- 0.73, N = 3SE +/- 0.27, N = 3SE +/- 0.85, N = 38.138.088.748.81MIN: 6.7 / MAX: 26.74MIN: 6.55 / MAX: 34.6MIN: 7.76 / MAX: 63.71MIN: 6.92 / MAX: 33.841. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: shufflenet-v2Kubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.043691215Min: 6.88 / Avg: 8.13 / Max: 8.94Min: 6.7 / Avg: 8.08 / Max: 9.17Min: 8.37 / Avg: 8.74 / Max: 9.27Min: 7.1 / Avg: 8.81 / Max: 9.711. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: mnasnetKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.04246810SE +/- 0.51, N = 3SE +/- 0.54, N = 3SE +/- 0.04, N = 3SE +/- 0.39, N = 35.875.866.195.90MIN: 4.74 / MAX: 13.74MIN: 4.75 / MAX: 13.71MIN: 5.81 / MAX: 12.07MIN: 4.98 / MAX: 6.691. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: mnasnetKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.04246810Min: 4.85 / Avg: 5.87 / Max: 6.39Min: 4.81 / Avg: 5.86 / Max: 6.63Min: 6.12 / Avg: 6.19 / Max: 6.24Min: 5.12 / Avg: 5.9 / Max: 6.291. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: efficientnet-b0Kubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.043691215SE +/- 0.69, N = 3SE +/- 0.53, N = 3SE +/- 0.09, N = 3SE +/- 0.21, N = 39.369.039.7010.24MIN: 7.87 / MAX: 31.44MIN: 7.89 / MAX: 11.96MIN: 9.39 / MAX: 14.8MIN: 9.72 / MAX: 28.781. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: efficientnet-b0Kubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.043691215Min: 7.98 / Avg: 9.36 / Max: 10.11Min: 7.98 / Avg: 9.03 / Max: 9.58Min: 9.54 / Avg: 9.7 / Max: 9.84Min: 10.01 / Avg: 10.24 / Max: 10.651. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: blazefaceKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.040.61881.23761.85642.47523.094SE +/- 0.26, N = 3SE +/- 0.19, N = 3SE +/- 0.07, N = 3SE +/- 0.20, N = 32.622.552.712.75MIN: 2.08 / MAX: 3.2MIN: 2.12 / MAX: 3.61MIN: 2.36 / MAX: 3.08MIN: 2.42 / MAX: 11.961. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: blazefaceKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.04246810Min: 2.11 / Avg: 2.62 / Max: 2.88Min: 2.17 / Avg: 2.55 / Max: 2.74Min: 2.56 / Avg: 2.71 / Max: 2.78Min: 2.54 / Avg: 2.75 / Max: 3.151. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: googlenetKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.04510152025SE +/- 1.45, N = 3SE +/- 1.31, N = 3SE +/- 0.14, N = 3SE +/- 0.20, N = 320.1019.7221.2721.36MIN: 17 / MAX: 94.31MIN: 16.89 / MAX: 92.09MIN: 19.01 / MAX: 110.42MIN: 19.08 / MAX: 52.511. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: googlenetKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.04510152025Min: 17.19 / Avg: 20.1 / Max: 21.59Min: 17.11 / Avg: 19.72 / Max: 21.22Min: 21.02 / Avg: 21.27 / Max: 21.51Min: 20.97 / Avg: 21.36 / Max: 21.621. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: vgg16Kubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.0420406080100SE +/- 0.32, N = 3SE +/- 0.07, N = 3SE +/- 0.23, N = 3SE +/- 0.71, N = 373.3371.8972.9477.65MIN: 69.71 / MAX: 244.66MIN: 70.8 / MAX: 134.06MIN: 70.1 / MAX: 176.36MIN: 72.17 / MAX: 161.011. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: vgg16Kubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.041530456075Min: 72.71 / Avg: 73.33 / Max: 73.81Min: 71.75 / Avg: 71.89 / Max: 71.97Min: 72.69 / Avg: 72.94 / Max: 73.4Min: 76.23 / Avg: 77.65 / Max: 78.481. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: resnet18Kubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.04510152025SE +/- 0.18, N = 3SE +/- 0.29, N = 3SE +/- 0.03, N = 3SE +/- 0.16, N = 320.2120.0420.7321.24MIN: 17.07 / MAX: 125.96MIN: 17.05 / MAX: 50.22MIN: 18.59 / MAX: 99.57MIN: 18.96 / MAX: 49.181. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: resnet18Kubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.04510152025Min: 19.89 / Avg: 20.21 / Max: 20.5Min: 19.47 / Avg: 20.04 / Max: 20.37Min: 20.68 / Avg: 20.73 / Max: 20.77Min: 20.94 / Avg: 21.24 / Max: 21.471. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

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

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: resnet50Kubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.041020304050SE +/- 0.35, N = 3SE +/- 0.03, N = 3SE +/- 0.14, N = 3SE +/- 0.28, N = 341.5641.7441.1242.75MIN: 37.13 / MAX: 223.89MIN: 38.14 / MAX: 96.83MIN: 37.74 / MAX: 138.61MIN: 38.77 / MAX: 105.071. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: resnet50Kubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.04918273645Min: 40.99 / Avg: 41.56 / Max: 42.21Min: 41.68 / Avg: 41.74 / Max: 41.77Min: 40.84 / Avg: 41.12 / Max: 41.3Min: 42.35 / Avg: 42.75 / Max: 43.291. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: yolov4-tinyKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.04918273645SE +/- 0.34, N = 3SE +/- 0.66, N = 3SE +/- 0.90, N = 3SE +/- 0.39, N = 336.8637.8637.5237.36MIN: 33.62 / MAX: 166.93MIN: 35.44 / MAX: 91.71MIN: 34.12 / MAX: 88.4MIN: 34.4 / MAX: 92.291. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: yolov4-tinyKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.04816243240Min: 36.43 / Avg: 36.86 / Max: 37.52Min: 37.07 / Avg: 37.86 / Max: 39.16Min: 35.97 / Avg: 37.52 / Max: 39.08Min: 36.6 / Avg: 37.36 / Max: 37.881. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: squeezenet_ssdKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.04714212835SE +/- 0.07, N = 3SE +/- 0.08, N = 3SE +/- 0.44, N = 3SE +/- 0.25, N = 327.8826.9727.5526.58MIN: 25.38 / MAX: 93.35MIN: 25.32 / MAX: 68.04MIN: 25.28 / MAX: 116.98MIN: 24.18 / MAX: 63.711. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: squeezenet_ssdKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.04612182430Min: 27.79 / Avg: 27.88 / Max: 28.02Min: 26.88 / Avg: 26.97 / Max: 27.12Min: 26.91 / Avg: 27.55 / Max: 28.39Min: 26.17 / Avg: 26.58 / Max: 27.021. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

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

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: mobilenetKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.04612182430SE +/- 0.04, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 325.4225.8825.2226.48MIN: 23.52 / MAX: 117.57MIN: 25.22 / MAX: 37.98MIN: 24.53 / MAX: 41.65MIN: 25.94 / MAX: 28.781. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: mobilenetKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.04612182430Min: 25.36 / Avg: 25.42 / Max: 25.49Min: 25.79 / Avg: 25.88 / Max: 25.98Min: 25.16 / Avg: 25.22 / Max: 25.28Min: 26.45 / Avg: 26.48 / Max: 26.551. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2Kubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.04246810SE +/- 0.06, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 35.995.975.886.27MIN: 5.77 / MAX: 11.12MIN: 5.75 / MAX: 9.77MIN: 5.72 / MAX: 9.2MIN: 6.09 / MAX: 6.611. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2Kubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.043691215Min: 5.89 / Avg: 5.99 / Max: 6.08Min: 5.88 / Avg: 5.97 / Max: 6.04Min: 5.83 / Avg: 5.88 / Max: 5.92Min: 6.2 / Avg: 6.27 / Max: 6.351. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3Kubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.041.24882.49763.74644.99526.244SE +/- 0.32, N = 3SE +/- 0.16, N = 3SE +/- 0.25, N = 3SE +/- 0.26, N = 35.415.105.165.55MIN: 4.69 / MAX: 10.21MIN: 4.7 / MAX: 6.24MIN: 4.68 / MAX: 10.14MIN: 4.94 / MAX: 9.311. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3Kubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.04246810Min: 4.78 / Avg: 5.41 / Max: 5.81Min: 4.78 / Avg: 5.1 / Max: 5.27Min: 4.75 / Avg: 5.16 / Max: 5.62Min: 5.03 / Avg: 5.55 / Max: 5.821. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: shufflenet-v2Kubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.04246810SE +/- 0.73, N = 3SE +/- 0.58, N = 3SE +/- 0.40, N = 3SE +/- 0.65, N = 38.367.848.528.92MIN: 6.74 / MAX: 14.26MIN: 6.56 / MAX: 12.57MIN: 6.48 / MAX: 61.51MIN: 6.91 / MAX: 25.871. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: shufflenet-v2Kubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.043691215Min: 6.9 / Avg: 8.36 / Max: 9.24Min: 6.68 / Avg: 7.84 / Max: 8.52Min: 8.03 / Avg: 8.52 / Max: 9.31Min: 7.62 / Avg: 8.92 / Max: 9.661. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: mnasnetKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.04246810SE +/- 0.45, N = 3SE +/- 0.64, N = 3SE +/- 0.25, N = 3SE +/- 0.35, N = 35.706.086.685.73MIN: 4.73 / MAX: 11.3MIN: 4.75 / MAX: 55.1MIN: 5.48 / MAX: 90.79MIN: 4.99 / MAX: 7.61. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: mnasnetKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.043691215Min: 4.8 / Avg: 5.7 / Max: 6.15Min: 4.8 / Avg: 6.08 / Max: 6.8Min: 6.18 / Avg: 6.68 / Max: 7.01Min: 5.04 / Avg: 5.73 / Max: 6.081. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: efficientnet-b0Kubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.043691215SE +/- 0.25, N = 3SE +/- 0.55, N = 3SE +/- 0.21, N = 3SE +/- 0.53, N = 39.369.069.889.50MIN: 7.91 / MAX: 79.72MIN: 7.88 / MAX: 12.02MIN: 8.99 / MAX: 22.42MIN: 8.35 / MAX: 10.441. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: efficientnet-b0Kubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.043691215Min: 8.87 / Avg: 9.36 / Max: 9.66Min: 7.96 / Avg: 9.06 / Max: 9.66Min: 9.64 / Avg: 9.88 / Max: 10.29Min: 8.45 / Avg: 9.5 / Max: 10.071. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: blazefaceKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.040.62331.24661.86992.49323.1165SE +/- 0.19, N = 3SE +/- 0.18, N = 3SE +/- 0.00, N = 3SE +/- 0.18, N = 32.462.562.772.43MIN: 2.07 / MAX: 3.35MIN: 2.15 / MAX: 5.17MIN: 2.6 / MAX: 3.02MIN: 2.04 / MAX: 8.821. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: blazefaceKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.04246810Min: 2.09 / Avg: 2.46 / Max: 2.65Min: 2.19 / Avg: 2.56 / Max: 2.74Min: 2.77 / Avg: 2.77 / Max: 2.78Min: 2.06 / Avg: 2.43 / Max: 2.631. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: googlenetKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.04510152025SE +/- 1.29, N = 3SE +/- 1.29, N = 3SE +/- 0.01, N = 3SE +/- 0.93, N = 319.7219.7021.2120.53MIN: 16.99 / MAX: 167.71MIN: 16.9 / MAX: 56.42MIN: 19.3 / MAX: 55.25MIN: 17.52 / MAX: 51.081. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: googlenetKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.04510152025Min: 17.16 / Avg: 19.72 / Max: 21.18Min: 17.11 / Avg: 19.7 / Max: 21.07Min: 21.18 / Avg: 21.21 / Max: 21.23Min: 18.7 / Avg: 20.53 / Max: 21.761. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: vgg16Kubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.0420406080100SE +/- 0.64, N = 3SE +/- 0.32, N = 3SE +/- 0.41, N = 3SE +/- 0.75, N = 373.1772.1473.3679.53MIN: 68.07 / MAX: 191.5MIN: 67.99 / MAX: 190.8MIN: 71.37 / MAX: 140.28MIN: 72.44 / MAX: 156.751. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: vgg16Kubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.041530456075Min: 72.21 / Avg: 73.17 / Max: 74.37Min: 71.79 / Avg: 72.14 / Max: 72.78Min: 72.54 / Avg: 73.36 / Max: 73.81Min: 78.15 / Avg: 79.53 / Max: 80.711. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: resnet18Kubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.04510152025SE +/- 0.93, N = 3SE +/- 1.18, N = 3SE +/- 0.05, N = 3SE +/- 0.45, N = 319.2219.7621.2121.10MIN: 17.17 / MAX: 106.24MIN: 17.18 / MAX: 100.96MIN: 18.71 / MAX: 101.32MIN: 18.93 / MAX: 49.381. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: resnet18Kubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.04510152025Min: 17.38 / Avg: 19.22 / Max: 20.41Min: 17.42 / Avg: 19.76 / Max: 21.13Min: 21.16 / Avg: 21.21 / Max: 21.3Min: 20.23 / Avg: 21.1 / Max: 21.711. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: alexnetKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.0448121620SE +/- 0.63, N = 3SE +/- 0.95, N = 3SE +/- 0.25, N = 3SE +/- 0.40, N = 315.9516.6816.3718.11MIN: 14.53 / MAX: 40.18MIN: 14.51 / MAX: 57.44MIN: 15.39 / MAX: 17.17MIN: 15.86 / MAX: 44.861. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: alexnetKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.04510152025Min: 14.75 / Avg: 15.95 / Max: 16.86Min: 14.8 / Avg: 16.68 / Max: 17.79Min: 15.92 / Avg: 16.37 / Max: 16.8Min: 17.51 / Avg: 18.11 / Max: 18.871. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: resnet50Kubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.041020304050SE +/- 0.34, N = 3SE +/- 0.06, N = 3SE +/- 0.14, N = 3SE +/- 0.19, N = 341.3841.7841.0242.95MIN: 37.2 / MAX: 234.14MIN: 38.64 / MAX: 91.45MIN: 38.71 / MAX: 77.82MIN: 38.94 / MAX: 90.621. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: resnet50Kubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.04918273645Min: 40.95 / Avg: 41.38 / Max: 42.04Min: 41.68 / Avg: 41.78 / Max: 41.9Min: 40.78 / Avg: 41.02 / Max: 41.27Min: 42.59 / Avg: 42.95 / Max: 43.221. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

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

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: squeezenet_ssdKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.04612182430SE +/- 0.44, N = 3SE +/- 0.01, N = 3SE +/- 0.08, N = 3SE +/- 0.33, N = 327.0126.9926.9827.12MIN: 24.75 / MAX: 194.11MIN: 25.41 / MAX: 66.24MIN: 25.24 / MAX: 119.72MIN: 24.67 / MAX: 68.771. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: squeezenet_ssdKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.04612182430Min: 26.56 / Avg: 27.01 / Max: 27.9Min: 26.98 / Avg: 26.99 / Max: 27.02Min: 26.89 / Avg: 26.98 / Max: 27.14Min: 26.51 / Avg: 27.12 / Max: 27.661. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

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

TNN

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

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: MobileNet v2Kubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.0470140210280350SE +/- 0.56, N = 3SE +/- 0.59, N = 3SE +/- 2.55, N = 3SE +/- 0.73, N = 3318.71324.11332.52319.66MIN: 316.99 / MAX: 320.64MIN: 322.39 / MAX: 330.82MIN: 327.88 / MAX: 344.28MIN: 317.3 / MAX: 336.341. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl
OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: MobileNet v2Kubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.0460120180240300Min: 317.66 / Avg: 318.71 / Max: 319.59Min: 323.21 / Avg: 324.11 / Max: 325.22Min: 328.62 / Avg: 332.52 / Max: 337.3Min: 318.27 / Avg: 319.66 / Max: 320.741. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: SqueezeNet v1.1Kubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.0470140210280350SE +/- 0.49, N = 3SE +/- 0.26, N = 3SE +/- 0.08, N = 3SE +/- 0.19, N = 3302.12301.26302.42299.47MIN: 300.66 / MAX: 304.49MIN: 300.25 / MAX: 303.87MIN: 301.53 / MAX: 306.55MIN: 298.48 / MAX: 315.621. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl
OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: SqueezeNet v1.1Kubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.0450100150200250Min: 301.35 / Avg: 302.12 / Max: 303.03Min: 300.97 / Avg: 301.26 / Max: 301.79Min: 302.27 / Avg: 302.42 / Max: 302.52Min: 299.14 / Avg: 299.47 / Max: 299.811. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl

Chaos Group V-RAY

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

OpenBenchmarking.orgKsamples, More Is BetterChaos Group V-RAY 4.10.07Mode: CPUKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.0415003000450060007500SE +/- 79.21, N = 4SE +/- 87.02, N = 3SE +/- 54.12, N = 137138712268707079
OpenBenchmarking.orgKsamples, More Is BetterChaos Group V-RAY 4.10.07Mode: CPUKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.0412002400360048006000Min: 7019 / Avg: 7138 / Max: 7370Min: 7019 / Avg: 7122 / Max: 7295Min: 6919 / Avg: 7079.15 / Max: 7693

IndigoBench

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

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

OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: CPU - Scene: SupercarKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.040.42620.85241.27861.70482.131SE +/- 0.003, N = 3SE +/- 0.003, N = 3SE +/- 0.002, N = 3SE +/- 0.011, N = 31.8941.8941.8771.884
OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: CPU - Scene: SupercarKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.04246810Min: 1.89 / Avg: 1.89 / Max: 1.9Min: 1.89 / Avg: 1.89 / Max: 1.9Min: 1.87 / Avg: 1.88 / Max: 1.88Min: 1.86 / Avg: 1.88 / Max: 1.9

OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: OpenCL GPU - Scene: BedroomKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.041.22062.44123.66184.88246.103SE +/- 0.015, N = 3SE +/- 0.007, N = 3SE +/- 0.004, N = 3SE +/- 0.011, N = 35.4075.4255.4085.413
OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: OpenCL GPU - Scene: BedroomKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.04246810Min: 5.38 / Avg: 5.41 / Max: 5.43Min: 5.41 / Avg: 5.42 / Max: 5.44Min: 5.4 / Avg: 5.41 / Max: 5.42Min: 5.4 / Avg: 5.41 / Max: 5.43

OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: OpenCL GPU - Scene: SupercarKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.0448121620SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 317.6417.6517.6517.56
OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: OpenCL GPU - Scene: SupercarKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.0448121620Min: 17.63 / Avg: 17.64 / Max: 17.64Min: 17.63 / Avg: 17.65 / Max: 17.66Min: 17.63 / Avg: 17.65 / Max: 17.66Min: 17.48 / Avg: 17.56 / Max: 17.64

Blender

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

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: BMW27 - Compute: NVIDIA OptiXKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.041020304050SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 3.64, N = 15SE +/- 3.75, N = 1538.0837.9941.6842.76
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: BMW27 - Compute: NVIDIA OptiXKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.04918273645Min: 38.03 / Avg: 38.08 / Max: 38.11Min: 37.94 / Avg: 37.99 / Max: 38.01Min: 37.95 / Avg: 41.68 / Max: 92.67Min: 38.84 / Avg: 42.76 / Max: 95.29

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: Barbershop - Compute: NVIDIA OptiXKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.04400800120016002000SE +/- 1.63, N = 3SE +/- 0.97, N = 3SE +/- 1.41, N = 3SE +/- 1.62, N = 31873.171870.681875.041858.37
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: Barbershop - Compute: NVIDIA OptiXKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.0430060090012001500Min: 1870.78 / Avg: 1873.17 / Max: 1876.28Min: 1868.74 / Avg: 1870.68 / Max: 1871.71Min: 1872.52 / Avg: 1875.04 / Max: 1877.4Min: 1855.38 / Avg: 1858.37 / Max: 1860.93

Appleseed

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

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: EmilyKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.042004006008001000866.70872.70871.12869.31

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: Disney MaterialKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.04120240360480600531.86542.45542.05534.83

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: Material TesterKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.04110220330440550487.67494.59500.91492.64

Selenium

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

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: ARES-6 - Browser: FirefoxKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.041326395265SE +/- 0.18, N = 3SE +/- 0.39, N = 3SE +/- 0.10, N = 3SE +/- 0.13, N = 358.6759.2559.2859.031. Kubuntu 21.04 Dev: firefox 85.02. Kubuntu 20.10: firefox 84.0.23. Kubuntu 20.04: firefox 84.0.24. Kubuntu 18.04: firefox 84.0.2
OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: ARES-6 - Browser: FirefoxKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.041224364860Min: 58.32 / Avg: 58.67 / Max: 58.92Min: 58.46 / Avg: 59.25 / Max: 59.68Min: 59.1 / Avg: 59.28 / Max: 59.44Min: 58.78 / Avg: 59.03 / Max: 59.221. Kubuntu 21.04 Dev: firefox 85.02. Kubuntu 20.10: firefox 84.0.23. Kubuntu 20.04: firefox 84.0.24. Kubuntu 18.04: firefox 84.0.2

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: Kraken - Browser: FirefoxKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.0430060090012001500SE +/- 3.09, N = 3SE +/- 2.16, N = 3SE +/- 4.68, N = 3SE +/- 0.66, N = 31326.71374.11364.71386.21. Kubuntu 21.04 Dev: firefox 85.02. Kubuntu 20.10: firefox 84.0.23. Kubuntu 20.04: firefox 84.0.24. Kubuntu 18.04: firefox 84.0.2
OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: Kraken - Browser: FirefoxKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.042004006008001000Min: 1321.4 / Avg: 1326.7 / Max: 1332.1Min: 1369.9 / Avg: 1374.13 / Max: 1377Min: 1356.6 / Avg: 1364.7 / Max: 1372.8Min: 1385 / Avg: 1386.17 / Max: 1387.31. Kubuntu 21.04 Dev: firefox 85.02. Kubuntu 20.10: firefox 84.0.23. Kubuntu 20.04: firefox 84.0.24. Kubuntu 18.04: firefox 84.0.2

OpenBenchmarking.orgScore, More Is BetterSeleniumBenchmark: MotionMark - Browser: FirefoxKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.044080120160200SE +/- 6.28, N = 9SE +/- 3.29, N = 9SE +/- 5.51, N = 9SE +/- 5.06, N = 9157.28157.49158.96158.941. Kubuntu 21.04 Dev: firefox 85.02. Kubuntu 20.10: firefox 84.0.23. Kubuntu 20.04: firefox 84.0.24. Kubuntu 18.04: firefox 84.0.2
OpenBenchmarking.orgScore, More Is BetterSeleniumBenchmark: MotionMark - Browser: FirefoxKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.04306090120150Min: 127.92 / Avg: 157.28 / Max: 183.18Min: 142.55 / Avg: 157.49 / Max: 176.84Min: 133.78 / Avg: 158.96 / Max: 190.28Min: 133.64 / Avg: 158.94 / Max: 186.651. Kubuntu 21.04 Dev: firefox 85.02. Kubuntu 20.10: firefox 84.0.23. Kubuntu 20.04: firefox 84.0.24. Kubuntu 18.04: firefox 84.0.2

OpenBenchmarking.orgRuns / Minute, More Is BetterSeleniumBenchmark: StyleBench - Browser: FirefoxKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.0420406080100SE +/- 0.62, N = 3SE +/- 0.44, N = 3SE +/- 0.30, N = 3SE +/- 0.38, N = 392.292.392.692.61. Kubuntu 21.04 Dev: firefox 85.02. Kubuntu 20.10: firefox 84.0.23. Kubuntu 20.04: firefox 84.0.24. Kubuntu 18.04: firefox 84.0.2
OpenBenchmarking.orgRuns / Minute, More Is BetterSeleniumBenchmark: StyleBench - Browser: FirefoxKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.0420406080100Min: 91.5 / Avg: 92.17 / Max: 93.4Min: 91.5 / Avg: 92.33 / Max: 93Min: 92 / Avg: 92.6 / Max: 92.9Min: 92 / Avg: 92.57 / Max: 93.31. Kubuntu 21.04 Dev: firefox 85.02. Kubuntu 20.10: firefox 84.0.23. Kubuntu 20.04: firefox 84.0.24. Kubuntu 18.04: firefox 84.0.2

OpenBenchmarking.orgScore, More Is BetterSeleniumBenchmark: Jetstream 2 - Browser: FirefoxKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.041632486480SE +/- 0.58, N = 3SE +/- 0.94, N = 3SE +/- 0.76, N = 3SE +/- 0.22, N = 371.4869.2069.8469.201. Kubuntu 21.04 Dev: firefox 85.02. Kubuntu 20.10: firefox 84.0.23. Kubuntu 20.04: firefox 84.0.24. Kubuntu 18.04: firefox 84.0.2
OpenBenchmarking.orgScore, More Is BetterSeleniumBenchmark: Jetstream 2 - Browser: FirefoxKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.041428425670Min: 70.6 / Avg: 71.48 / Max: 72.56Min: 67.8 / Avg: 69.2 / Max: 70.99Min: 68.94 / Avg: 69.84 / Max: 71.35Min: 68.78 / Avg: 69.19 / Max: 69.531. Kubuntu 21.04 Dev: firefox 85.02. Kubuntu 20.10: firefox 84.0.23. Kubuntu 20.04: firefox 84.0.24. Kubuntu 18.04: firefox 84.0.2

OpenBenchmarking.orgScore, Fewer Is BetterSeleniumBenchmark: PSPDFKit WASM - Browser: FirefoxKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.047001400210028003500SE +/- 7.77, N = 3SE +/- 4.67, N = 3SE +/- 11.36, N = 3SE +/- 4.84, N = 333553369335333621. Kubuntu 21.04 Dev: firefox 85.02. Kubuntu 20.10: firefox 84.0.23. Kubuntu 20.04: firefox 84.0.24. Kubuntu 18.04: firefox 84.0.2
OpenBenchmarking.orgScore, Fewer Is BetterSeleniumBenchmark: PSPDFKit WASM - Browser: FirefoxKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.046001200180024003000Min: 3344 / Avg: 3355 / Max: 3370Min: 3362 / Avg: 3369.33 / Max: 3378Min: 3335 / Avg: 3353 / Max: 3374Min: 3357 / Avg: 3362.33 / Max: 33721. Kubuntu 21.04 Dev: firefox 85.02. Kubuntu 20.10: firefox 84.0.23. Kubuntu 20.04: firefox 84.0.24. Kubuntu 18.04: firefox 84.0.2

WavPack Audio Encoding

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

OpenBenchmarking.orgSeconds, Fewer Is BetterWavPack Audio Encoding 5.3WAV To WavPackKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.0448121620SE +/- 0.02, N = 5SE +/- 0.10, N = 5SE +/- 0.01, N = 5SE +/- 0.01, N = 514.7814.9514.5814.681. (CXX) g++ options: -rdynamic
OpenBenchmarking.orgSeconds, Fewer Is BetterWavPack Audio Encoding 5.3WAV To WavPackKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.0448121620Min: 14.75 / Avg: 14.78 / Max: 14.84Min: 14.69 / Avg: 14.95 / Max: 15.18Min: 14.56 / Avg: 14.58 / Max: 14.61Min: 14.66 / Avg: 14.68 / Max: 14.711. (CXX) g++ options: -rdynamic

Git

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

OpenBenchmarking.orgSeconds, Fewer Is BetterGitTime To Complete Common Git CommandsKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.041122334455SE +/- 0.19, N = 3SE +/- 0.19, N = 3SE +/- 0.23, N = 3SE +/- 0.11, N = 349.9550.2049.6350.171. Kubuntu 21.04 Dev: git version 2.29.22. Kubuntu 20.10: git version 2.27.03. Kubuntu 20.04: git version 2.25.14. Kubuntu 18.04: git version 2.17.1
OpenBenchmarking.orgSeconds, Fewer Is BetterGitTime To Complete Common Git CommandsKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04Kubuntu 18.041020304050Min: 49.69 / Avg: 49.95 / Max: 50.33Min: 49.99 / Avg: 50.2 / Max: 50.57Min: 49.36 / Avg: 49.63 / Max: 50.08Min: 50.02 / Avg: 50.17 / Max: 50.391. Kubuntu 21.04 Dev: git version 2.29.22. Kubuntu 20.10: git version 2.27.03. Kubuntu 20.04: git version 2.25.14. Kubuntu 18.04: git version 2.17.1

Darktable

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

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.4.0Test: Boat - Acceleration: OpenCLKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.040.57871.15741.73612.31482.8935SE +/- 0.006, N = 3SE +/- 0.009, N = 3SE +/- 0.009, N = 32.5612.5722.560
OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.4.0Test: Boat - Acceleration: OpenCLKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04246810Min: 2.55 / Avg: 2.56 / Max: 2.57Min: 2.55 / Avg: 2.57 / Max: 2.58Min: 2.55 / Avg: 2.56 / Max: 2.58

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

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.4.0Test: Masskrug - Acceleration: OpenCLKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.040.98461.96922.95383.93844.923SE +/- 0.003, N = 3SE +/- 0.010, N = 3SE +/- 0.017, N = 34.3534.3704.376
OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.4.0Test: Masskrug - Acceleration: OpenCLKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04246810Min: 4.35 / Avg: 4.35 / Max: 4.36Min: 4.35 / Avg: 4.37 / Max: 4.38Min: 4.35 / Avg: 4.38 / Max: 4.41

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.4.0Test: Masskrug - Acceleration: CPU-onlyKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04246810SE +/- 0.007, N = 3SE +/- 0.033, N = 3SE +/- 0.100, N = 156.7066.7497.255
OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.4.0Test: Masskrug - Acceleration: CPU-onlyKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.043691215Min: 6.69 / Avg: 6.71 / Max: 6.72Min: 6.71 / Avg: 6.75 / Max: 6.82Min: 6.75 / Avg: 7.25 / Max: 8.37

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.4.0Test: Server Rack - Acceleration: OpenCLKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.040.0360.0720.1080.1440.18SE +/- 0.001, N = 3SE +/- 0.002, N = 3SE +/- 0.000, N = 30.1600.1590.157
OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.4.0Test: Server Rack - Acceleration: OpenCLKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.0412345Min: 0.16 / Avg: 0.16 / Max: 0.16Min: 0.16 / Avg: 0.16 / Max: 0.16Min: 0.16 / Avg: 0.16 / Max: 0.16

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.4.0Test: Server Room - Acceleration: OpenCLKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.040.22640.45280.67920.90561.132SE +/- 0.010, N = 5SE +/- 0.014, N = 3SE +/- 0.008, N = 31.0060.9870.988
OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.4.0Test: Server Room - Acceleration: OpenCLKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04246810Min: 0.98 / Avg: 1.01 / Max: 1.03Min: 0.97 / Avg: 0.99 / Max: 1.01Min: 0.97 / Avg: 0.99 / Max: 1

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.4.0Test: Server Rack - Acceleration: CPU-onlyKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.040.05560.11120.16680.22240.278SE +/- 0.007, N = 15SE +/- 0.000, N = 3SE +/- 0.007, N = 150.2440.2290.247
OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.4.0Test: Server Rack - Acceleration: CPU-onlyKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.0412345Min: 0.23 / Avg: 0.24 / Max: 0.31Min: 0.23 / Avg: 0.23 / Max: 0.23Min: 0.23 / Avg: 0.25 / Max: 0.31

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.4.0Test: Server Room - Acceleration: CPU-onlyKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.041.31272.62543.93815.25086.5635SE +/- 0.008, N = 3SE +/- 0.031, N = 3SE +/- 0.120, N = 155.1055.1445.834
OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.4.0Test: Server Room - Acceleration: CPU-onlyKubuntu 21.04 DevKubuntu 20.10Kubuntu 20.04246810Min: 5.09 / Avg: 5.11 / Max: 5.11Min: 5.11 / Avg: 5.14 / Max: 5.21Min: 5.15 / Avg: 5.83 / Max: 6.55

GIMP

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

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.18Test: resizeKubuntu 20.10Kubuntu 20.04246810SE +/- 0.029, N = 3SE +/- 0.036, N = 38.8538.505
OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.18Test: resizeKubuntu 20.10Kubuntu 20.043691215Min: 8.81 / Avg: 8.85 / Max: 8.91Min: 8.46 / Avg: 8.51 / Max: 8.58

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.18Test: rotateKubuntu 20.10Kubuntu 20.043691215SE +/- 0.01, N = 3SE +/- 0.01, N = 312.0811.87
OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.18Test: rotateKubuntu 20.10Kubuntu 20.0448121620Min: 12.05 / Avg: 12.08 / Max: 12.1Min: 11.85 / Avg: 11.87 / Max: 11.88

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.18Test: auto-levelsKubuntu 20.10Kubuntu 20.043691215SE +/- 0.02, N = 3SE +/- 0.03, N = 312.5512.17
OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.18Test: auto-levelsKubuntu 20.10Kubuntu 20.0448121620Min: 12.53 / Avg: 12.55 / Max: 12.58Min: 12.12 / Avg: 12.17 / Max: 12.21

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.18Test: unsharp-maskKubuntu 20.10Kubuntu 20.0448121620SE +/- 0.02, N = 3SE +/- 0.05, N = 314.9514.87
OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.18Test: unsharp-maskKubuntu 20.10Kubuntu 20.0448121620Min: 14.92 / Avg: 14.95 / Max: 14.99Min: 14.81 / Avg: 14.86 / Max: 14.96

OCRMyPDF

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

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

OpenBenchmarking.orgSeconds, Fewer Is BetterOCRMyPDF 10.3.1+dfsgProcessing 60 Page PDF DocumentKubuntu 21.04 DevKubuntu 20.10816243240SE +/- 0.42, N = 3SE +/- 0.41, N = 435.2835.94
OpenBenchmarking.orgSeconds, Fewer Is BetterOCRMyPDF 10.3.1+dfsgProcessing 60 Page PDF DocumentKubuntu 21.04 DevKubuntu 20.10816243240Min: 34.48 / Avg: 35.28 / Max: 35.88Min: 34.7 / Avg: 35.94 / Max: 36.39

GIMP

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

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.22Test: resizeKubuntu 21.04 Dev246810SE +/- 0.036, N = 38.888
OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.22Test: resizeKubuntu 21.04 Dev3691215Min: 8.83 / Avg: 8.89 / Max: 8.95

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.22Test: rotateKubuntu 21.04 Dev3691215SE +/- 0.01, N = 312.29
OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.22Test: rotateKubuntu 21.04 Dev48121620Min: 12.28 / Avg: 12.29 / Max: 12.3

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.22Test: auto-levelsKubuntu 21.04 Dev3691215SE +/- 0.01, N = 312.70
OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.22Test: auto-levelsKubuntu 21.04 Dev48121620Min: 12.68 / Avg: 12.7 / Max: 12.72

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.22Test: unsharp-maskKubuntu 21.04 Dev48121620SE +/- 0.03, N = 315.14
OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.22Test: unsharp-maskKubuntu 21.04 Dev48121620Min: 15.1 / Avg: 15.14 / Max: 15.19

145 Results Shown

RealSR-NCNN:
  4x - No
  4x - Yes
Waifu2x-NCNN Vulkan:
  2x - 3 - No
  2x - 3 - Yes
GLmark2
OctaneBench
RedShift Demo
LuxCoreRender OpenCL:
  DLSC
  Food
  LuxCore Benchmark
  Rainbow Colors and Prism
Etcpak:
  ETC1
  ETC2
  ETC1 + Dithering
NAMD
OpenFOAM
WebP Image Encode:
  Default
  Quality 100
  Quality 100, Lossless
  Quality 100, Highest Compression
Embree:
  Pathtracer - Crown
  Pathtracer ISPC - Crown
rav1e
SVT-AV1
x265:
  Bosphorus 4K
  Bosphorus 1080p
LuxCoreRender:
  DLSC
  Rainbow Colors and Prism
libavif avifenc:
  8
  10
Build2
YafaRay
DeepSpeech
Monkey Audio Encoding
Opus Codec Encoding
eSpeak-NG Speech Engine
WebP2 Image Encode:
  Default
  Quality 75, Compression Effort 7
  Quality 95, Compression Effort 7
  Quality 100, Compression Effort 5
Google SynthMark
GROMACS
TensorFlow Lite:
  SqueezeNet
  Inception V4
  NASNet Mobile
  Mobilenet Float
  Mobilenet Quant
  Inception ResNet V2
ASTC Encoder:
  Thorough
  Exhaustive
SQLite Speedtest
Darktable:
  Boat - OpenCL
  Boat - CPU-only
  Masskrug - OpenCL
  Masskrug - CPU-only
  Server Rack - OpenCL
  Server Room - OpenCL
  Server Rack - CPU-only
  Server Room - CPU-only
GEGL:
  Crop
  Scale
  Reflect
  Color Enhance
  Rotate 90 Degrees
GIMP:
  resize
  rotate
  auto-levels
  unsharp-mask
G'MIC
Hugin
OCRMyPDF
RawTherapee
Mobile Neural Network:
  SqueezeNetV1.0
  resnet-v2-50
  MobileNetV2_224
  mobilenet-v1-1.0
  inception-v3
NCNN:
  CPU - mobilenet
  CPU-v2-v2 - mobilenet-v2
  CPU-v3-v3 - mobilenet-v3
  CPU - shufflenet-v2
  CPU - mnasnet
  CPU - efficientnet-b0
  CPU - blazeface
  CPU - googlenet
  CPU - vgg16
  CPU - resnet18
  CPU - alexnet
  CPU - resnet50
  CPU - yolov4-tiny
  CPU - squeezenet_ssd
  CPU - regnety_400m
  Vulkan GPU - mobilenet
  Vulkan GPU-v2-v2 - mobilenet-v2
  Vulkan GPU-v3-v3 - mobilenet-v3
  Vulkan GPU - shufflenet-v2
  Vulkan GPU - mnasnet
  Vulkan GPU - efficientnet-b0
  Vulkan GPU - blazeface
  Vulkan GPU - googlenet
  Vulkan GPU - vgg16
  Vulkan GPU - resnet18
  Vulkan GPU - alexnet
  Vulkan GPU - resnet50
  Vulkan GPU - yolov4-tiny
  Vulkan GPU - squeezenet_ssd
  Vulkan GPU - regnety_400m
TNN:
  CPU - MobileNet v2
  CPU - SqueezeNet v1.1
Chaos Group V-RAY
IndigoBench:
  CPU - Bedroom
  CPU - Supercar
  OpenCL GPU - Bedroom
  OpenCL GPU - Supercar
Blender:
  BMW27 - NVIDIA OptiX
  Barbershop - NVIDIA OptiX
Appleseed:
  Emily
  Disney Material
  Material Tester
Selenium:
  ARES-6 - Firefox
  Kraken - Firefox
  MotionMark - Firefox
  StyleBench - Firefox
  Jetstream 2 - Firefox
  PSPDFKit WASM - Firefox
WavPack Audio Encoding
Git
Darktable:
  Boat - OpenCL
  Boat - CPU-only
  Masskrug - OpenCL
  Masskrug - CPU-only
  Server Rack - OpenCL
  Server Room - OpenCL
  Server Rack - CPU-only
  Server Room - CPU-only
GIMP:
  resize
  rotate
  auto-levels
  unsharp-mask
OCRMyPDF:
  Processing 60 Page PDF Document:
    Seconds
    Seconds
GIMP:
  resize
  rotate
  auto-levels
  unsharp-mask