Kubuntu Focus 18.04

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

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

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Kubuntu 18.04
January 29
  13 Hours, 43 Minutes
Kubuntu 20.04
January 31
  14 Hours, 43 Minutes
Kubuntu 20.10
February 01
  13 Hours, 18 Minutes
Kubuntu 21.04 Dev
February 02
  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 Suite 10.6.0GLmark2Build2WebP2 Image EncodeG'MICRawTherapeeSVT-AV1OpenFOAMeSpeak-NG Speech EngineHuginGEGLASTC EncoderGoogle SynthMarkrav1eBlenderMobile Neural Networklibavif avifencMonkey Audio EncodingNCNNSQLite SpeedtestEtcpakLuxCoreRenderLuxCoreRender OpenCLChaos Group V-RAYDeepSpeechGROMACSOpus Codec EncodingNAMDWavPack Audio EncodingTNNWebP Image EncodeEmbreex265TensorFlow LiteWaifu2x-NCNN VulkanSeleniumAppleseedGitRedShift DemoOctaneBenchIndigoBenchRealSR-NCNN

Kubuntu Focus 18.04glmark2: 1920 x 1080build2: Time To Compilegegl: Scalegegl: Cropwebp2: Quality 100, Compression Effort 5darktable: Boat - CPU-onlyastcenc: Thoroughgmic: 2D Function Plotting, 1000 Timesrawtherapee: Total Benchmark Timesvt-av1: Enc Mode 8 - 1080pncnn: Vulkan GPU - vgg16openfoam: Motorbike 30Mespeak: Text-To-Speech Synthesishugin: Panorama Photo Assistant + Stitching Timedarktable: Masskrug - CPU-onlyncnn: CPU - vgg16gegl: Color Enhancemnn: resnet-v2-50synthmark: VoiceMark_100etcpak: ETC1 + Ditheringncnn: Vulkan GPU-v2-v2 - mobilenet-v2mnn: inception-v3luxcorerender: Rainbow Colors and Prismetcpak: ETC1ncnn: CPU - resnet18rav1e: 10webp2: Quality 95, Compression Effort 7webp2: Quality 75, Compression Effort 7webp: Defaultwebp: Quality 100, Highest Compressionncnn: Vulkan GPU - mobilenetncnn: CPU - squeezenet_ssdencode-ape: WAV To APEncnn: Vulkan GPU - resnet50selenium: Kraken - Firefoxsqlite-speedtest: Timed Time - Size 1,000mnn: MobileNetV2_224tnn: CPU - MobileNet v2yafaray: Total Time For Sample Scenetensorflow-lite: SqueezeNetgimp: resizencnn: CPU - alexnetncnn: CPU - resnet50v-ray: CPUgegl: Rotate 90 Degreesgegl: Reflectncnn: Vulkan GPU - yolov4-tinyastcenc: Exhaustivencnn: CPU - mobilenetx265: Bosphorus 4Kwaifu2x-ncnn: 2x - 3 - Yesselenium: Jetstream 2 - Firefoxgimp: auto-levelstensorflow-lite: Mobilenet Quantwebp: Quality 100mnn: SqueezeNetV1.0deepspeech: CPUgromacs: Water Benchmarkencode-opus: WAV To Opus Encodeappleseed: Material Testerncnn: CPU - yolov4-tinynamd: ATPase Simulation - 327,506 Atomsencode-wavpack: WAV To WavPackluxcorerender: DLSCembree: Pathtracer - Crownappleseed: Disney Materialocrmypdf: Processing 60 Page PDF Documentdarktable: Server Room - OpenCLdarktable: Server Rack - OpenCLembree: Pathtracer ISPC - Crownwebp: Quality 100, Losslessgimp: rotateetcpak: ETC2tensorflow-lite: Inception ResNet V2x265: Bosphorus 1080ptensorflow-lite: Inception V4tensorflow-lite: Mobilenet Floatgit: Time To Complete Common Git Commandsindigobench: CPU - Bedroomselenium: ARES-6 - Firefoxredshift: tnn: CPU - SqueezeNet v1.1indigobench: CPU - Supercarblender: Barbershop - NVIDIA OptiXtensorflow-lite: NASNet Mobilegimp: rotateappleseed: Emilyrealsr-ncnn: 4x - Nooctanebench: Total Scorewaifu2x-ncnn: 2x - 3 - Nogimp: unsharp-maskindigobench: OpenCL GPU - Supercardarktable: Masskrug - OpenCLncnn: Vulkan GPU - squeezenet_ssdselenium: PSPDFKit WASM - Firefoxdarktable: Boat - OpenCLselenium: StyleBench - Firefoxrealsr-ncnn: 4x - Yesgimp: unsharp-maskindigobench: OpenCL GPU - Bedroomgimp: resizegimp: auto-levelsocrmypdf: Processing 60 Page PDF Documentocrmypdf: Processing 60 Page PDF Documentgimp: unsharp-maskgimp: auto-levelsgimp: rotategimp: resizedarktable: Server Room - CPU-onlydarktable: Server Rack - CPU-onlydarktable: Server Room - OpenCLdarktable: Server Rack - OpenCLdarktable: Masskrug - CPU-onlydarktable: Masskrug - OpenCLdarktable: Boat - CPU-onlydarktable: Boat - OpenCLdarktable: Server Room - CPU-onlydarktable: Server Rack - CPU-onlyselenium: MotionMark - Firefoxblender: BMW27 - NVIDIA OptiXncnn: Vulkan GPU - regnety_400mncnn: Vulkan GPU - alexnetncnn: Vulkan GPU - resnet18ncnn: Vulkan GPU - googlenetncnn: Vulkan GPU - blazefacencnn: Vulkan GPU - efficientnet-b0ncnn: Vulkan GPU - mnasnetncnn: Vulkan GPU - shufflenet-v2ncnn: Vulkan GPU-v3-v3 - mobilenet-v3ncnn: CPU - regnety_400mncnn: CPU - googlenetncnn: CPU - blazefacencnn: CPU - efficientnet-b0ncnn: CPU - mnasnetncnn: CPU - shufflenet-v2ncnn: CPU-v3-v3 - mobilenet-v3ncnn: CPU-v2-v2 - mobilenet-v2mnn: mobilenet-v1-1.0webp2: Defaultavifenc: 10avifenc: 8luxcorerender-cl: Rainbow Colors and Prismluxcorerender-cl: LuxCore Benchmarkluxcorerender-cl: Foodluxcorerender-cl: DLSCKubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev6329201.3364.4077.00425.65959.19116.02475.49115.32279.53276.4927.46464.06477.6556.14052.933651.922299.5486.2759.9760.86319.82821.243.406920.493505.1081.5487.57126.4826.5811.31142.951386.264.3574.600319.661334.28839721717.6042.75707939.12629.42838.06499.8226.358.466.89369.1952793232.3878.37075.925440.5958.772492.63636537.363.5803414.6810.815.3310534.827316.101017.414188.063531761036.67587682027540150.1740.83559.03490299.4701.8841858.37347299869.30668416.493180.6802182.07817.55527.12336292.6109.8325.41356.45418.26715.16514.6027.6445.3760.2160.9340.1337.8225.25216.2972.532158.9442.7618.3718.1121.1020.532.439.505.738.925.5519.1821.362.7510.245.908.815.916.344.9036.6496.1946.6357.642.531.033.056263239.0135.4377.82229.1299.32666.30114.66483.48713.80073.36303.4627.04858.6807.25572.9459.00956.877695.733318.5285.8862.3140.82325.03520.733.309972.604532.8871.5667.19325.2227.5511.30341.021364.763.3394.575332.516327.3594139238.50517.0841.12687040.62730.12137.60518.8825.428.257.08969.83512.1702864702.4478.29574.149690.5838.610500.91247737.523.5750614.5780.795.2722542.046750.9880.1576.039317.10211.869189.461538807036.57594816727707849.6310.84359.28495302.4181.8771875.04349195871.12496316.605179.8750222.06814.86517.6504.37626.9833532.56092.6110.2525.40848.6715.8340.247158.9641.6818.2816.3721.2121.212.779.886.688.525.1618.9021.272.719.706.198.746.756.465.7928.3406.4457.0667.692.551.063.046330290.9285.5717.81828.6919.00963.50116.65483.92214.05172.14303.9027.64159.4116.74971.8954.66052.693696.996320.0045.9758.6970.86339.10420.043.321949.221515.4581.4867.26325.8826.9711.85441.781374.161.6004.408324.107320.6013974338.85316.9541.74712239.25529.00936.92515.4925.778.537.08569.20112.5522796212.3768.18173.738320.5798.610494.59485737.863.6710414.9480.805.3952542.44858935.3550.9870.1596.145417.25512.081189.019532656736.78588367727501450.1970.84459.25493301.2631.8941870.68346734872.6965916.601181.0081192.07314.95217.6484.37026.9933692.57292.3109.9455.4255.1440.229157.4937.9917.8516.6819.7619.702.569.066.087.845.1017.5819.722.559.035.868.085.575.975.6207.6766.1866.6707.902.611.093.121533263.2805.6117.97728.6048.22863.26104.56682.85914.16573.17302.2929.69058.9996.70673.3355.50952.797685.582318.7875.9958.8320.87335.74620.213.506951.266516.0631.5077.35725.4227.8811.71441.381326.762.7494.471318.70839712516.9241.56713839.68829.24636.66515.0825.618.417.12271.4812778992.4278.12874.215930.5808.540487.67195536.863.6644814.7830.815.3604531.86104135.2591.0060.1606.150117.409186.234530695337.02588622727377649.9530.84458.67494302.1181.8941873.1734710612.378866.70336316.568180.8255392.08117.6364.35327.0133552.56192.2109.87315.1995.4078.91212.7045.1050.244157.2838.0817.6315.9519.2219.722.469.365.708.365.4117.3520.102.629.365.878.135.165.975.6117.4136.2166.7027.922.631.093.12OpenBenchmarking.org

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 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev140028004200560070006329626363301533

Build2

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

OpenBenchmarking.orgSeconds, Fewer Is BetterBuild2 0.13Time To CompileKubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev60120180240300SE +/- 0.94, N = 3SE +/- 0.60, N = 3SE +/- 0.33, N = 3SE +/- 0.35, N = 3201.34239.01290.93263.28
OpenBenchmarking.orgSeconds, Fewer Is BetterBuild2 0.13Time To CompileKubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev50100150200250Min: 199.5 / Avg: 201.34 / Max: 202.63Min: 237.83 / Avg: 239.01 / Max: 239.78Min: 290.29 / Avg: 290.93 / Max: 291.41Min: 262.81 / Avg: 263.28 / Max: 263.96

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: ScaleKubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev1.26252.5253.78755.056.3125SE +/- 0.046, N = 3SE +/- 0.029, N = 3SE +/- 0.026, N = 3SE +/- 0.016, N = 34.4075.4375.5715.611
OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: ScaleKubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev246810Min: 4.35 / Avg: 4.41 / Max: 4.5Min: 5.4 / Avg: 5.44 / Max: 5.49Min: 5.55 / Avg: 5.57 / Max: 5.62Min: 5.58 / Avg: 5.61 / Max: 5.64

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: CropKubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev246810SE +/- 0.032, N = 3SE +/- 0.087, N = 3SE +/- 0.026, N = 3SE +/- 0.018, N = 37.0047.8227.8187.977
OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: CropKubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev3691215Min: 6.95 / Avg: 7 / Max: 7.06Min: 7.73 / Avg: 7.82 / Max: 8Min: 7.77 / Avg: 7.82 / Max: 7.85Min: 7.95 / Avg: 7.98 / Max: 8.01

WebP2 Image Encode

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

OpenBenchmarking.orgSeconds, Fewer Is BetterWebP2 Image Encode 20210126Encode Settings: Quality 100, Compression Effort 5Kubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev714212835SE +/- 0.23, N = 7SE +/- 0.35, N = 3SE +/- 0.34, N = 4SE +/- 0.30, N = 525.6629.1328.6928.60-lGL-lOpenGL -lGLX-lOpenGL -lGLX-lOpenGL -lGLX1. (CXX) g++ options: -msse4.2 -fno-rtti -O3 -rdynamic -lGLU -lglut -lXmu -lXi -lpthread -ljpeg
OpenBenchmarking.orgSeconds, Fewer Is BetterWebP2 Image Encode 20210126Encode Settings: Quality 100, Compression Effort 5Kubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev612182430Min: 24.33 / Avg: 25.66 / Max: 26.03Min: 28.53 / Avg: 29.13 / Max: 29.75Min: 27.71 / Avg: 28.69 / Max: 29.22Min: 27.41 / Avg: 28.6 / Max: 29.011. (CXX) g++ options: -msse4.2 -fno-rtti -O3 -rdynamic -lGLU -lglut -lXmu -lXi -lpthread -ljpeg

Darktable

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

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.4.0Test: Boat - Acceleration: CPU-onlyKubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev3691215SE +/- 0.082, N = 15SE +/- 0.146, N = 12SE +/- 0.040, N = 39.3269.0098.228
OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.4.0Test: Boat - Acceleration: CPU-onlyKubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev3691215Min: 8.88 / Avg: 9.33 / Max: 10.03Min: 8.07 / Avg: 9.01 / Max: 9.58Min: 8.16 / Avg: 8.23 / Max: 8.3

ASTC Encoder

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

OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 2.0Preset: ThoroughKubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev1530456075SE +/- 0.38, N = 3SE +/- 0.53, N = 3SE +/- 0.31, N = 3SE +/- 0.38, N = 359.1966.3063.5063.261. (CXX) g++ options: -std=c++14 -fvisibility=hidden -O3 -flto -mfpmath=sse -mavx2 -mpopcnt -lpthread
OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 2.0Preset: ThoroughKubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev1326395265Min: 58.48 / Avg: 59.19 / Max: 59.76Min: 65.37 / Avg: 66.3 / Max: 67.22Min: 62.89 / Avg: 63.5 / Max: 63.92Min: 62.55 / Avg: 63.26 / Max: 63.851. (CXX) g++ options: -std=c++14 -fvisibility=hidden -O3 -flto -mfpmath=sse -mavx2 -mpopcnt -lpthread

G'MIC

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

OpenBenchmarking.orgSeconds, Fewer Is BetterG'MICTest: 2D Function Plotting, 1000 TimesKubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev306090120150SE +/- 0.56, N = 3SE +/- 1.03, N = 15SE +/- 1.02, N = 15SE +/- 0.36, N = 3116.02114.66116.65104.571. Kubuntu 18.04: Version 2.8.42. Kubuntu 20.04: Version 2.4.5, Copyright (c) 2008-2019, David Tschumperle.3. Kubuntu 20.10: Version 2.4.5, Copyright (c) 2008-2019, David Tschumperle.
OpenBenchmarking.orgSeconds, Fewer Is BetterG'MICTest: 2D Function Plotting, 1000 TimesKubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev20406080100Min: 114.95 / Avg: 116.02 / Max: 116.86Min: 109.56 / Avg: 114.66 / Max: 119.79Min: 110.92 / Avg: 116.65 / Max: 122.03Min: 103.91 / Avg: 104.57 / Max: 105.141. Kubuntu 18.04: Version 2.8.42. Kubuntu 20.04: Version 2.4.5, Copyright (c) 2008-2019, David Tschumperle.3. Kubuntu 20.10: Version 2.4.5, Copyright (c) 2008-2019, David Tschumperle.

RawTherapee

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

OpenBenchmarking.orgSeconds, Fewer Is BetterRawTherapeeTotal Benchmark TimeKubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev20406080100SE +/- 1.03, N = 3SE +/- 0.85, N = 3SE +/- 0.38, N = 3SE +/- 0.40, N = 375.4983.4983.9282.861. Kubuntu 18.04: RawTherapee, version 5.3, command line An advanced, cross-platform program for developing raw photos. Website: http://www.rawtherapee.com/ Documentation: http://rawpedia.rawtherapee.com/ Forum: https://discuss.pixls.us/c/software/rawtherapee Code and bug reports: https://github.com/Beep6581/RawTherapee Symbols: <Chevrons> indicate parameters you can change. [Square brackets] mean the parameter is optional. The pipe symbol | indicates a choice of one or the other. The dash symbol - denotes a range of possible values from one to the other. Usage: rawtherapee-cli -c <dir>|<files> Convert files in batch with default parameters. rawtherapee-cli <other options> -c <dir>|<files> Convert files in batch with your own settings. Options: rawtherapee-cli[-o <output>|-O <output>] [-q] [-a] [-s|-S] [-p <one.pp3> [-p <two.pp3> ...] ] [-d] [ -j[1-100] [-js<1-3>] | [-b<8|16>] [-t[z] | [-n]] ] [-Y] [-f] -c <input> -c <files> Specify one or more input files or directory. When specifying directories, Rawtherapee will look for images files that comply with the selected extensions (see also '-a'). -c must be the last option. -o <file>|<dir> Set output file or folder. Saves output file alongside input file if -o is not specified. -O <file>|<dir> Set output file or folder and copy pp3 file into it. Saves output file alongside input file if -O is not specified. -q Quick-start mode. Does not load cached files to speedup start time. -a Process all supported image file types when specifying a folder, even those not currently selected in Preferences > File Browser > Parsed Extensions. -s Use the existing sidecar file to build the processing parameters, e.g. for photo.raw there should be a photo.raw.pp3 file in the same folder. If the sidecar file does not exist, neutral values will be used. -S Like -s but skip if the sidecar file does not exist. -p <file.pp3> Specify processing profile to be used for all conversions. You can specify as many sets of "-p <file.pp3>" options as you like, each will be built on top of the previous one, as explained below. -d Use the default raw or non-raw processing profile as set in Preferences > Image Processing > Default Processing Profile -j[1-100] Specify output to be JPEG (default, if -t and -n are not set). Optionally, specify compression 1-100 (default value: 92). -js<1-3> Specify the JPEG chroma subsampling parameter, where: 1 = Best compression: 2x2, 1x1, 1x1 (4:2:0) Chroma halved vertically and horizontally. 2 = Balanced (default): 2x1, 1x1, 1x1 (4:2:2) Chroma halved horizontally. 3 = Best quality: 1x1, 1x1, 1x1 (4:4:4) No chroma subsampling. -b<8|16> Specify bit depth per channel (default value: 16 for TIFF, 8 for PNG). Only applies to TIFF and PNG output, JPEG is always 8. -t[z] Specify output to be TIFF. Uncompressed by default, or deflate compression with 'z'. -n Specify output to be compressed PNG. Compression is hard-coded to 6. -Y Overwrite output if present. -f Use the custom fast-export processing pipeline. Your pp3 files can be incomplete, RawTherapee will build the final values as follows: 1- A new processing profile is created using neutral values, 2- If the "-d" option is set, the values are overridden by those found in the default raw or non-raw processing profile. 3- If one or more "-p" options are set, the values are overridden by those found in these processing profiles. 4- If the "-s" or "-S" options are set, the values are finally overridden by those found in the sidecar files. The processing profiles are processed in the order specified on the command line. 2. Kubuntu 20.04: RawTherapee, version 5.8, command line.3. Kubuntu 20.10: RawTherapee, version 5.8, command line.4. Kubuntu 21.04 Dev: RawTherapee, version 5.8, command line.
OpenBenchmarking.orgSeconds, Fewer Is BetterRawTherapeeTotal Benchmark TimeKubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev1632486480Min: 73.42 / Avg: 75.49 / Max: 76.59Min: 81.9 / Avg: 83.49 / Max: 84.82Min: 83.2 / Avg: 83.92 / Max: 84.49Min: 82.06 / Avg: 82.86 / Max: 83.311. Kubuntu 18.04: RawTherapee, version 5.3, command line An advanced, cross-platform program for developing raw photos. Website: http://www.rawtherapee.com/ Documentation: http://rawpedia.rawtherapee.com/ Forum: https://discuss.pixls.us/c/software/rawtherapee Code and bug reports: https://github.com/Beep6581/RawTherapee Symbols: <Chevrons> indicate parameters you can change. [Square brackets] mean the parameter is optional. The pipe symbol | indicates a choice of one or the other. The dash symbol - denotes a range of possible values from one to the other. Usage: rawtherapee-cli -c <dir>|<files> Convert files in batch with default parameters. rawtherapee-cli <other options> -c <dir>|<files> Convert files in batch with your own settings. Options: rawtherapee-cli[-o <output>|-O <output>] [-q] [-a] [-s|-S] [-p <one.pp3> [-p <two.pp3> ...] ] [-d] [ -j[1-100] [-js<1-3>] | [-b<8|16>] [-t[z] | [-n]] ] [-Y] [-f] -c <input> -c <files> Specify one or more input files or directory. When specifying directories, Rawtherapee will look for images files that comply with the selected extensions (see also '-a'). -c must be the last option. -o <file>|<dir> Set output file or folder. Saves output file alongside input file if -o is not specified. -O <file>|<dir> Set output file or folder and copy pp3 file into it. Saves output file alongside input file if -O is not specified. -q Quick-start mode. Does not load cached files to speedup start time. -a Process all supported image file types when specifying a folder, even those not currently selected in Preferences > File Browser > Parsed Extensions. -s Use the existing sidecar file to build the processing parameters, e.g. for photo.raw there should be a photo.raw.pp3 file in the same folder. If the sidecar file does not exist, neutral values will be used. -S Like -s but skip if the sidecar file does not exist. -p <file.pp3> Specify processing profile to be used for all conversions. You can specify as many sets of "-p <file.pp3>" options as you like, each will be built on top of the previous one, as explained below. -d Use the default raw or non-raw processing profile as set in Preferences > Image Processing > Default Processing Profile -j[1-100] Specify output to be JPEG (default, if -t and -n are not set). Optionally, specify compression 1-100 (default value: 92). -js<1-3> Specify the JPEG chroma subsampling parameter, where: 1 = Best compression: 2x2, 1x1, 1x1 (4:2:0) Chroma halved vertically and horizontally. 2 = Balanced (default): 2x1, 1x1, 1x1 (4:2:2) Chroma halved horizontally. 3 = Best quality: 1x1, 1x1, 1x1 (4:4:4) No chroma subsampling. -b<8|16> Specify bit depth per channel (default value: 16 for TIFF, 8 for PNG). Only applies to TIFF and PNG output, JPEG is always 8. -t[z] Specify output to be TIFF. Uncompressed by default, or deflate compression with 'z'. -n Specify output to be compressed PNG. Compression is hard-coded to 6. -Y Overwrite output if present. -f Use the custom fast-export processing pipeline. Your pp3 files can be incomplete, RawTherapee will build the final values as follows: 1- A new processing profile is created using neutral values, 2- If the "-d" option is set, the values are overridden by those found in the default raw or non-raw processing profile. 3- If one or more "-p" options are set, the values are overridden by those found in these processing profiles. 4- If the "-s" or "-S" options are set, the values are finally overridden by those found in the sidecar files. The processing profiles are processed in the order specified on the command line. 2. Kubuntu 20.04: RawTherapee, version 5.8, command line.3. Kubuntu 20.10: RawTherapee, version 5.8, command line.4. Kubuntu 21.04 Dev: RawTherapee, version 5.8, command line.

SVT-AV1

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

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8Encoder Mode: Enc Mode 8 - Input: 1080pKubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev48121620SE +/- 0.13, N = 8SE +/- 0.10, N = 15SE +/- 0.15, N = 4SE +/- 0.14, N = 615.3213.8014.0514.171. (CXX) g++ options: -O3 -fcommon -fPIE -fPIC -pie
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8Encoder Mode: Enc Mode 8 - Input: 1080pKubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev48121620Min: 15.07 / Avg: 15.32 / Max: 16.23Min: 13.13 / Avg: 13.8 / Max: 14.6Min: 13.75 / Avg: 14.05 / Max: 14.45Min: 13.9 / Avg: 14.17 / Max: 14.841. (CXX) g++ options: -O3 -fcommon -fPIE -fPIC -pie

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: Vulkan GPU - Model: vgg16Kubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev20406080100SE +/- 0.75, N = 3SE +/- 0.41, N = 3SE +/- 0.32, N = 3SE +/- 0.64, N = 379.5373.3672.1473.17MIN: 72.44 / MAX: 156.75MIN: 71.37 / MAX: 140.28MIN: 67.99 / MAX: 190.8MIN: 68.07 / MAX: 191.51. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: vgg16Kubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev1530456075Min: 78.15 / Avg: 79.53 / Max: 80.71Min: 72.54 / Avg: 73.36 / Max: 73.81Min: 71.79 / Avg: 72.14 / Max: 72.78Min: 72.21 / Avg: 73.17 / Max: 74.371. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenFOAM

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

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenFOAM 8Input: Motorbike 30MKubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev70140210280350SE +/- 0.13, N = 3SE +/- 0.10, N = 3SE +/- 0.68, N = 3SE +/- 0.18, N = 3276.49303.46303.90302.29-ldynamicMesh-ldynamicMesh-lspecie -lfiniteVolume -lfvOptions -lmeshTools -lsampling-lfoamToVTK -ldynamicMesh -llagrangian -lfileFormats1. (CXX) g++ options: -std=c++11 -m64 -O3 -ftemplate-depth-100 -fPIC -fuse-ld=bfd -Xlinker --add-needed --no-as-needed -lgenericPatchFields -lOpenFOAM -ldl -lm
OpenBenchmarking.orgSeconds, Fewer Is BetterOpenFOAM 8Input: Motorbike 30MKubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev50100150200250Min: 276.36 / Avg: 276.49 / Max: 276.74Min: 303.32 / Avg: 303.46 / Max: 303.65Min: 303.07 / Avg: 303.9 / Max: 305.25Min: 302.09 / Avg: 302.29 / Max: 302.651. (CXX) g++ options: -std=c++11 -m64 -O3 -ftemplate-depth-100 -fPIC -fuse-ld=bfd -Xlinker --add-needed --no-as-needed -lgenericPatchFields -lOpenFOAM -ldl -lm

eSpeak-NG Speech Engine

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 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev714212835SE +/- 0.25, N = 7SE +/- 0.11, N = 4SE +/- 0.11, N = 4SE +/- 0.07, N = 427.4627.0527.6429.691. (CC) gcc options: -O2 -std=c99
OpenBenchmarking.orgSeconds, Fewer Is BettereSpeak-NG Speech Engine 20200907Text-To-Speech SynthesisKubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev714212835Min: 26.51 / Avg: 27.46 / Max: 28.1Min: 26.77 / Avg: 27.05 / Max: 27.28Min: 27.32 / Avg: 27.64 / Max: 27.86Min: 29.51 / Avg: 29.69 / Max: 29.831. (CC) gcc options: -O2 -std=c99

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 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev1428425670SE +/- 0.14, N = 3SE +/- 0.36, N = 3SE +/- 0.61, N = 5SE +/- 0.18, N = 364.0658.6859.4159.00
OpenBenchmarking.orgSeconds, Fewer Is BetterHuginPanorama Photo Assistant + Stitching TimeKubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev1326395265Min: 63.81 / Avg: 64.06 / Max: 64.31Min: 58.2 / Avg: 58.68 / Max: 59.38Min: 57.23 / Avg: 59.41 / Max: 60.85Min: 58.64 / Avg: 59 / Max: 59.19

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: Masskrug - Acceleration: CPU-onlyKubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev246810SE +/- 0.100, N = 15SE +/- 0.033, N = 3SE +/- 0.007, N = 37.2556.7496.706
OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.4.0Test: Masskrug - Acceleration: CPU-onlyKubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev3691215Min: 6.75 / Avg: 7.25 / Max: 8.37Min: 6.71 / Avg: 6.75 / Max: 6.82Min: 6.69 / Avg: 6.71 / Max: 6.72

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: vgg16Kubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev20406080100SE +/- 0.71, N = 3SE +/- 0.23, N = 3SE +/- 0.07, N = 3SE +/- 0.32, N = 377.6572.9471.8973.33MIN: 72.17 / MAX: 161.01MIN: 70.1 / MAX: 176.36MIN: 70.8 / MAX: 134.06MIN: 69.71 / MAX: 244.661. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: vgg16Kubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev1530456075Min: 76.23 / Avg: 77.65 / Max: 78.48Min: 72.69 / Avg: 72.94 / Max: 73.4Min: 71.75 / Avg: 71.89 / Max: 71.97Min: 72.71 / Avg: 73.33 / Max: 73.811. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

GEGL

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

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: Color EnhanceKubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev1326395265SE +/- 0.12, N = 3SE +/- 0.44, N = 3SE +/- 0.21, N = 3SE +/- 0.24, N = 356.1459.0154.6655.51
OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: Color EnhanceKubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev1224364860Min: 55.91 / Avg: 56.14 / Max: 56.27Min: 58.36 / Avg: 59.01 / Max: 59.85Min: 54.24 / Avg: 54.66 / Max: 54.91Min: 55.21 / Avg: 55.51 / Max: 55.98

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: resnet-v2-50Kubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev1326395265SE +/- 0.54, N = 3SE +/- 0.13, N = 3SE +/- 0.22, N = 3SE +/- 0.10, N = 352.9356.8852.6952.80MIN: 40.85 / MAX: 115.69MIN: 55.86 / MAX: 76.95MIN: 40.27 / MAX: 113.92MIN: 40.75 / MAX: 149.181. (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 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev1122334455Min: 51.86 / Avg: 52.93 / Max: 53.56Min: 56.67 / Avg: 56.88 / Max: 57.11Min: 52.27 / Avg: 52.69 / Max: 53.02Min: 52.61 / Avg: 52.8 / Max: 52.921. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

Google SynthMark

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 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev150300450600750SE +/- 6.67, N = 3SE +/- 1.45, N = 3SE +/- 0.69, N = 3SE +/- 2.78, N = 3651.92695.73697.00685.581. (CXX) g++ options: -lm -lpthread -std=c++11 -Ofast
OpenBenchmarking.orgVoices, More Is BetterGoogle SynthMark 20201109Test: VoiceMark_100Kubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev120240360480600Min: 638.58 / Avg: 651.92 / Max: 659.04Min: 694.07 / Avg: 695.73 / Max: 698.62Min: 695.66 / Avg: 697 / Max: 697.95Min: 681.17 / Avg: 685.58 / Max: 690.721. (CXX) g++ options: -lm -lpthread -std=c++11 -Ofast

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: ETC1 + DitheringKubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev70140210280350SE +/- 2.88, N = 3SE +/- 0.02, N = 3SE +/- 0.09, N = 3SE +/- 1.39, N = 3299.55318.53320.00318.791. (CXX) g++ options: -O3 -march=native -std=c++11 -lpthread
OpenBenchmarking.orgMpx/s, More Is BetterEtcpak 0.7Configuration: ETC1 + DitheringKubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev60120180240300Min: 293.79 / Avg: 299.55 / Max: 302.53Min: 318.5 / Avg: 318.53 / Max: 318.58Min: 319.83 / Avg: 320 / Max: 320.12Min: 316.04 / Avg: 318.79 / Max: 320.561. (CXX) g++ options: -O3 -march=native -std=c++11 -lpthread

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: Vulkan GPU-v2-v2 - Model: mobilenet-v2Kubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev246810SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.06, N = 36.275.885.975.99MIN: 6.09 / MAX: 6.61MIN: 5.72 / MAX: 9.2MIN: 5.75 / MAX: 9.77MIN: 5.77 / MAX: 11.121. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2Kubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev3691215Min: 6.2 / Avg: 6.27 / Max: 6.35Min: 5.83 / Avg: 5.88 / Max: 5.92Min: 5.88 / Avg: 5.97 / Max: 6.04Min: 5.89 / Avg: 5.99 / Max: 6.081. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Mobile Neural Network

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

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.1.1Model: inception-v3Kubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev1428425670SE +/- 0.23, N = 3SE +/- 0.16, N = 3SE +/- 0.08, N = 3SE +/- 0.25, N = 359.9862.3158.7058.83MIN: 53.07 / MAX: 145.34MIN: 59.92 / MAX: 111.94MIN: 57.24 / MAX: 78.28MIN: 52.75 / MAX: 159.061. (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 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev1224364860Min: 59.72 / Avg: 59.98 / Max: 60.44Min: 61.99 / Avg: 62.31 / Max: 62.53Min: 58.6 / Avg: 58.7 / Max: 58.86Min: 58.35 / Avg: 58.83 / Max: 59.21. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

LuxCoreRender

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

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.3Scene: Rainbow Colors and PrismKubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev0.19580.39160.58740.78320.979SE +/- 0.01, N = 3SE +/- 0.01, N = 6SE +/- 0.01, N = 3SE +/- 0.01, N = 90.860.820.860.87MIN: 0.79 / MAX: 1.11MIN: 0.77 / MAX: 1.1MIN: 0.79 / MAX: 1.12MIN: 0.8 / MAX: 1.13
OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.3Scene: Rainbow Colors and PrismKubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev246810Min: 0.85 / Avg: 0.86 / Max: 0.88Min: 0.8 / Avg: 0.82 / Max: 0.85Min: 0.85 / Avg: 0.86 / Max: 0.88Min: 0.85 / Avg: 0.87 / Max: 0.92

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 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev70140210280350SE +/- 0.03, N = 3SE +/- 2.77, N = 3SE +/- 2.32, N = 3SE +/- 3.68, N = 4319.83325.04339.10335.751. (CXX) g++ options: -O3 -march=native -std=c++11 -lpthread
OpenBenchmarking.orgMpx/s, More Is BetterEtcpak 0.7Configuration: ETC1Kubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev60120180240300Min: 319.78 / Avg: 319.83 / Max: 319.88Min: 319.93 / Avg: 325.03 / Max: 329.46Min: 334.62 / Avg: 339.1 / Max: 342.35Min: 324.78 / Avg: 335.75 / Max: 340.491. (CXX) g++ options: -O3 -march=native -std=c++11 -lpthread

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: resnet18Kubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev510152025SE +/- 0.16, N = 3SE +/- 0.03, N = 3SE +/- 0.29, N = 3SE +/- 0.18, N = 321.2420.7320.0420.21MIN: 18.96 / MAX: 49.18MIN: 18.59 / MAX: 99.57MIN: 17.05 / MAX: 50.22MIN: 17.07 / MAX: 125.961. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: resnet18Kubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev510152025Min: 20.94 / Avg: 21.24 / Max: 21.47Min: 20.68 / Avg: 20.73 / Max: 20.77Min: 19.47 / Avg: 20.04 / Max: 20.37Min: 19.89 / Avg: 20.21 / Max: 20.51. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

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 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev0.78891.57782.36673.15563.9445SE +/- 0.012, N = 3SE +/- 0.041, N = 3SE +/- 0.033, N = 14SE +/- 0.034, N = 33.4063.3093.3213.506
OpenBenchmarking.orgFrames Per Second, More Is Betterrav1e 0.4Speed: 10Kubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev246810Min: 3.38 / Avg: 3.41 / Max: 3.43Min: 3.23 / Avg: 3.31 / Max: 3.37Min: 2.97 / Avg: 3.32 / Max: 3.46Min: 3.44 / Avg: 3.51 / Max: 3.56

WebP2 Image Encode

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

OpenBenchmarking.orgSeconds, Fewer Is BetterWebP2 Image Encode 20210126Encode Settings: Quality 95, Compression Effort 7Kubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev2004006008001000SE +/- 0.94, N = 3SE +/- 1.08, N = 3SE +/- 3.50, N = 3SE +/- 1.60, N = 3920.49972.60949.22951.27-lGL-lOpenGL -lGLX-lOpenGL -lGLX-lOpenGL -lGLX1. (CXX) g++ options: -msse4.2 -fno-rtti -O3 -rdynamic -lGLU -lglut -lXmu -lXi -lpthread -ljpeg
OpenBenchmarking.orgSeconds, Fewer Is BetterWebP2 Image Encode 20210126Encode Settings: Quality 95, Compression Effort 7Kubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev2004006008001000Min: 919 / Avg: 920.49 / Max: 922.22Min: 970.76 / Avg: 972.6 / Max: 974.52Min: 942.34 / Avg: 949.22 / Max: 953.77Min: 948.3 / Avg: 951.27 / Max: 953.781. (CXX) g++ options: -msse4.2 -fno-rtti -O3 -rdynamic -lGLU -lglut -lXmu -lXi -lpthread -ljpeg

OpenBenchmarking.orgSeconds, Fewer Is BetterWebP2 Image Encode 20210126Encode Settings: Quality 75, Compression Effort 7Kubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev120240360480600SE +/- 0.29, N = 3SE +/- 1.75, N = 3SE +/- 0.59, N = 3SE +/- 0.83, N = 3505.11532.89515.46516.06-lGL-lOpenGL -lGLX-lOpenGL -lGLX-lOpenGL -lGLX1. (CXX) g++ options: -msse4.2 -fno-rtti -O3 -rdynamic -lGLU -lglut -lXmu -lXi -lpthread -ljpeg
OpenBenchmarking.orgSeconds, Fewer Is BetterWebP2 Image Encode 20210126Encode Settings: Quality 75, Compression Effort 7Kubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev90180270360450Min: 504.53 / Avg: 505.11 / Max: 505.4Min: 529.88 / Avg: 532.89 / Max: 535.93Min: 514.31 / Avg: 515.46 / Max: 516.25Min: 514.41 / Avg: 516.06 / Max: 516.941. (CXX) g++ options: -msse4.2 -fno-rtti -O3 -rdynamic -lGLU -lglut -lXmu -lXi -lpthread -ljpeg

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 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev0.35240.70481.05721.40961.762SE +/- 0.009, N = 3SE +/- 0.020, N = 3SE +/- 0.002, N = 3SE +/- 0.002, N = 31.5481.5661.4861.5071. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff
OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: DefaultKubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev246810Min: 1.54 / Avg: 1.55 / Max: 1.57Min: 1.54 / Avg: 1.57 / Max: 1.6Min: 1.48 / Avg: 1.49 / Max: 1.49Min: 1.5 / Avg: 1.51 / Max: 1.511. (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 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev246810SE +/- 0.064, N = 3SE +/- 0.099, N = 3SE +/- 0.072, N = 6SE +/- 0.058, N = 37.5717.1937.2637.3571. (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 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev3691215Min: 7.5 / Avg: 7.57 / Max: 7.7Min: 7.08 / Avg: 7.19 / Max: 7.39Min: 7.13 / Avg: 7.26 / Max: 7.52Min: 7.27 / Avg: 7.36 / Max: 7.471. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff

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: Vulkan GPU - Model: mobilenetKubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev612182430SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.04, N = 326.4825.2225.8825.42MIN: 25.94 / MAX: 28.78MIN: 24.53 / MAX: 41.65MIN: 25.22 / MAX: 37.98MIN: 23.52 / MAX: 117.571. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: mobilenetKubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev612182430Min: 26.45 / Avg: 26.48 / Max: 26.55Min: 25.16 / Avg: 25.22 / Max: 25.28Min: 25.79 / Avg: 25.88 / Max: 25.98Min: 25.36 / Avg: 25.42 / Max: 25.491. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: squeezenet_ssdKubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev714212835SE +/- 0.25, N = 3SE +/- 0.44, N = 3SE +/- 0.08, N = 3SE +/- 0.07, N = 326.5827.5526.9727.88MIN: 24.18 / MAX: 63.71MIN: 25.28 / MAX: 116.98MIN: 25.32 / MAX: 68.04MIN: 25.38 / MAX: 93.351. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: squeezenet_ssdKubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev612182430Min: 26.17 / Avg: 26.58 / Max: 27.02Min: 26.91 / Avg: 27.55 / Max: 28.39Min: 26.88 / Avg: 26.97 / Max: 27.12Min: 27.79 / Avg: 27.88 / Max: 28.021. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

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 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev3691215SE +/- 0.10, N = 5SE +/- 0.07, N = 14SE +/- 0.05, N = 5SE +/- 0.11, N = 511.3111.3011.8511.711. (CXX) g++ options: -O3 -pedantic -rdynamic -lrt
OpenBenchmarking.orgSeconds, Fewer Is BetterMonkey Audio Encoding 3.99.6WAV To APEKubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev3691215Min: 11.12 / Avg: 11.31 / Max: 11.69Min: 11.03 / Avg: 11.3 / Max: 11.98Min: 11.71 / Avg: 11.85 / Max: 11.99Min: 11.34 / Avg: 11.71 / Max: 11.951. (CXX) g++ options: -O3 -pedantic -rdynamic -lrt

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: Vulkan GPU - Model: resnet50Kubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev1020304050SE +/- 0.19, N = 3SE +/- 0.14, N = 3SE +/- 0.06, N = 3SE +/- 0.34, N = 342.9541.0241.7841.38MIN: 38.94 / MAX: 90.62MIN: 38.71 / MAX: 77.82MIN: 38.64 / MAX: 91.45MIN: 37.2 / MAX: 234.141. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: resnet50Kubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev918273645Min: 42.59 / Avg: 42.95 / Max: 43.22Min: 40.78 / Avg: 41.02 / Max: 41.27Min: 41.68 / Avg: 41.78 / Max: 41.9Min: 40.95 / Avg: 41.38 / Max: 42.041. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Selenium

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

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: Kraken - Browser: FirefoxKubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev30060090012001500SE +/- 0.66, N = 3SE +/- 4.68, N = 3SE +/- 2.16, N = 3SE +/- 3.09, N = 31386.21364.71374.11326.71. Kubuntu 18.04: firefox 84.0.22. Kubuntu 20.04: firefox 84.0.23. Kubuntu 20.10: firefox 84.0.24. Kubuntu 21.04 Dev: firefox 85.0
OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: Kraken - Browser: FirefoxKubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev2004006008001000Min: 1385 / Avg: 1386.17 / Max: 1387.3Min: 1356.6 / Avg: 1364.7 / Max: 1372.8Min: 1369.9 / Avg: 1374.13 / Max: 1377Min: 1321.4 / Avg: 1326.7 / Max: 1332.11. Kubuntu 18.04: firefox 84.0.22. Kubuntu 20.04: firefox 84.0.23. Kubuntu 20.10: firefox 84.0.24. Kubuntu 21.04 Dev: firefox 85.0

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 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev1428425670SE +/- 0.07, N = 3SE +/- 0.08, N = 3SE +/- 0.11, N = 3SE +/- 0.55, N = 364.3663.3461.6062.751. (CC) gcc options: -O2 -ldl -lz -lpthread
OpenBenchmarking.orgSeconds, Fewer Is BetterSQLite Speedtest 3.30Timed Time - Size 1,000Kubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev1326395265Min: 64.22 / Avg: 64.36 / Max: 64.45Min: 63.19 / Avg: 63.34 / Max: 63.47Min: 61.46 / Avg: 61.6 / Max: 61.81Min: 61.8 / Avg: 62.75 / Max: 63.691. (CC) gcc options: -O2 -ldl -lz -lpthread

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: MobileNetV2_224Kubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev1.0352.073.1054.145.175SE +/- 0.012, N = 3SE +/- 0.049, N = 3SE +/- 0.003, N = 3SE +/- 0.010, N = 34.6004.5754.4084.471MIN: 4.25 / MAX: 14.56MIN: 4.27 / MAX: 17.5MIN: 4.13 / MAX: 11.39MIN: 4.19 / MAX: 16.541. (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 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev246810Min: 4.58 / Avg: 4.6 / Max: 4.62Min: 4.5 / Avg: 4.58 / Max: 4.67Min: 4.4 / Avg: 4.41 / Max: 4.41Min: 4.46 / Avg: 4.47 / Max: 4.491. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

TNN

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 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev70140210280350SE +/- 0.73, N = 3SE +/- 2.55, N = 3SE +/- 0.59, N = 3SE +/- 0.56, N = 3319.66332.52324.11318.71MIN: 317.3 / MAX: 336.34MIN: 327.88 / MAX: 344.28MIN: 322.39 / MAX: 330.82MIN: 316.99 / MAX: 320.641. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl
OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: MobileNet v2Kubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev60120180240300Min: 318.27 / Avg: 319.66 / Max: 320.74Min: 328.62 / Avg: 332.52 / Max: 337.3Min: 323.21 / Avg: 324.11 / Max: 325.22Min: 317.66 / Avg: 318.71 / Max: 319.591. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl

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 18.04Kubuntu 20.04Kubuntu 20.1070140210280350SE +/- 1.55, N = 3SE +/- 4.04, N = 9SE +/- 0.28, N = 3334.29327.36320.60-lboost_system -lboost_filesystem -lboost_locale-lpthread-lpthread1. (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 18.04Kubuntu 20.04Kubuntu 20.1060120180240300Min: 331.2 / Avg: 334.29 / Max: 336.08Min: 320.23 / Avg: 327.36 / Max: 358.68Min: 320.1 / Avg: 320.6 / Max: 321.061. (CXX) g++ options: -std=c++11 -O3 -ffast-math -rdynamic -ldl -lImath -lIlmImf -lIex -lHalf -lz -lIlmThread -lxml2 -lfreetype

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 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev90K180K270K360K450KSE +/- 2831.00, N = 3SE +/- 1187.45, N = 3SE +/- 3242.72, N = 3SE +/- 3444.86, N = 3397217413923397433397125
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: SqueezeNetKubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev70K140K210K280K350KMin: 391594 / Avg: 397216.67 / Max: 400605Min: 411637 / Avg: 413922.67 / Max: 415624Min: 390999 / Avg: 397433 / Max: 401356Min: 390321 / Avg: 397125.33 / Max: 401464

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 20.04Kubuntu 20.10246810SE +/- 0.036, N = 3SE +/- 0.029, N = 38.5058.853
OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.18Test: resizeKubuntu 20.04Kubuntu 20.103691215Min: 8.46 / Avg: 8.51 / Max: 8.58Min: 8.81 / Avg: 8.85 / Max: 8.91

NCNN

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

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: alexnetKubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev48121620SE +/- 0.27, N = 3SE +/- 0.01, N = 3SE +/- 0.20, N = 3SE +/- 0.23, N = 317.6017.0816.9516.92MIN: 15.7 / MAX: 44.89MIN: 15.26 / MAX: 40.84MIN: 14.95 / MAX: 44.85MIN: 15.23 / MAX: 66.381. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: alexnetKubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev48121620Min: 17.1 / Avg: 17.6 / Max: 18.03Min: 17.06 / Avg: 17.08 / Max: 17.11Min: 16.57 / Avg: 16.95 / Max: 17.22Min: 16.56 / Avg: 16.92 / Max: 17.351. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: resnet50Kubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev1020304050SE +/- 0.28, N = 3SE +/- 0.14, N = 3SE +/- 0.03, N = 3SE +/- 0.35, N = 342.7541.1241.7441.56MIN: 38.77 / MAX: 105.07MIN: 37.74 / MAX: 138.61MIN: 38.14 / MAX: 96.83MIN: 37.13 / MAX: 223.891. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: resnet50Kubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev918273645Min: 42.35 / Avg: 42.75 / Max: 43.29Min: 40.84 / Avg: 41.12 / Max: 41.3Min: 41.68 / Avg: 41.74 / Max: 41.77Min: 40.99 / Avg: 41.56 / Max: 42.211. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

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 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev15003000450060007500SE +/- 54.12, N = 13SE +/- 87.02, N = 3SE +/- 79.21, N = 47079687071227138
OpenBenchmarking.orgKsamples, More Is BetterChaos Group V-RAY 4.10.07Mode: CPUKubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev12002400360048006000Min: 6919 / Avg: 7079.15 / Max: 7693Min: 7019 / Avg: 7122 / Max: 7295Min: 7019 / Avg: 7138 / Max: 7370

GEGL

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

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: Rotate 90 DegreesKubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev918273645SE +/- 0.09, N = 3SE +/- 0.26, N = 3SE +/- 0.10, N = 3SE +/- 0.09, N = 339.1340.6339.2639.69
OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: Rotate 90 DegreesKubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev816243240Min: 39 / Avg: 39.13 / Max: 39.3Min: 40.11 / Avg: 40.63 / Max: 40.99Min: 39.13 / Avg: 39.26 / Max: 39.46Min: 39.53 / Avg: 39.69 / Max: 39.82

OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: ReflectKubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev714212835SE +/- 0.05, N = 3SE +/- 0.05, N = 3SE +/- 0.12, N = 3SE +/- 0.11, N = 329.4330.1229.0129.25
OpenBenchmarking.orgSeconds, Fewer Is BetterGEGLOperation: ReflectKubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev714212835Min: 29.34 / Avg: 29.43 / Max: 29.49Min: 30.03 / Avg: 30.12 / Max: 30.2Min: 28.8 / Avg: 29.01 / Max: 29.21Min: 29.12 / Avg: 29.25 / Max: 29.46

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: Vulkan GPU - Model: yolov4-tinyKubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev918273645SE +/- 0.59, N = 3SE +/- 0.41, N = 3SE +/- 0.14, N = 3SE +/- 0.51, N = 338.0637.6036.9236.66MIN: 34.35 / MAX: 83.16MIN: 33.87 / MAX: 116.29MIN: 34.44 / MAX: 103.37MIN: 33.13 / MAX: 174.631. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: yolov4-tinyKubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev816243240Min: 37.05 / Avg: 38.06 / Max: 39.1Min: 36.8 / Avg: 37.6 / Max: 38.15Min: 36.74 / Avg: 36.92 / Max: 37.2Min: 35.69 / Avg: 36.66 / Max: 37.421. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

ASTC Encoder

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

OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 2.0Preset: ExhaustiveKubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev110220330440550SE +/- 0.66, N = 3SE +/- 1.22, N = 3SE +/- 0.33, N = 3SE +/- 0.53, N = 3499.82518.88515.49515.081. (CXX) g++ options: -std=c++14 -fvisibility=hidden -O3 -flto -mfpmath=sse -mavx2 -mpopcnt -lpthread
OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 2.0Preset: ExhaustiveKubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev90180270360450Min: 498.51 / Avg: 499.82 / Max: 500.64Min: 517.13 / Avg: 518.88 / Max: 521.22Min: 514.84 / Avg: 515.49 / Max: 515.9Min: 514.2 / Avg: 515.08 / Max: 516.031. (CXX) g++ options: -std=c++14 -fvisibility=hidden -O3 -flto -mfpmath=sse -mavx2 -mpopcnt -lpthread

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 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev612182430SE +/- 0.01, N = 3SE +/- 0.11, N = 3SE +/- 0.04, N = 3SE +/- 0.24, N = 326.3525.4225.7725.61MIN: 25.87 / MAX: 28MIN: 24.59 / MAX: 35.14MIN: 25.1 / MAX: 26.92MIN: 24.5 / MAX: 106.071. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: mobilenetKubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev612182430Min: 26.32 / Avg: 26.35 / Max: 26.37Min: 25.27 / Avg: 25.42 / Max: 25.64Min: 25.68 / Avg: 25.77 / Max: 25.82Min: 25.37 / Avg: 25.61 / Max: 26.091. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

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 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev246810SE +/- 0.08, N = 3SE +/- 0.10, N = 3SE +/- 0.05, N = 3SE +/- 0.06, N = 38.468.258.538.411. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma
OpenBenchmarking.orgFrames Per Second, More Is Betterx265 3.4Video Input: Bosphorus 4KKubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev3691215Min: 8.34 / Avg: 8.46 / Max: 8.61Min: 8.06 / Avg: 8.25 / Max: 8.39Min: 8.46 / Avg: 8.53 / Max: 8.63Min: 8.33 / Avg: 8.41 / Max: 8.521. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

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: YesKubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev246810SE +/- 0.023, N = 3SE +/- 0.001, N = 3SE +/- 0.032, N = 3SE +/- 0.030, N = 36.8937.0897.0857.122
OpenBenchmarking.orgSeconds, Fewer Is BetterWaifu2x-NCNN Vulkan 20200818Scale: 2x - Denoise: 3 - TAA: YesKubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev3691215Min: 6.86 / Avg: 6.89 / Max: 6.94Min: 7.09 / Avg: 7.09 / Max: 7.09Min: 7.03 / Avg: 7.08 / Max: 7.14Min: 7.07 / Avg: 7.12 / Max: 7.17

Selenium

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

OpenBenchmarking.orgScore, More Is BetterSeleniumBenchmark: Jetstream 2 - Browser: FirefoxKubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev1632486480SE +/- 0.22, N = 3SE +/- 0.76, N = 3SE +/- 0.94, N = 3SE +/- 0.58, N = 369.2069.8469.2071.481. Kubuntu 18.04: firefox 84.0.22. Kubuntu 20.04: firefox 84.0.23. Kubuntu 20.10: firefox 84.0.24. Kubuntu 21.04 Dev: firefox 85.0
OpenBenchmarking.orgScore, More Is BetterSeleniumBenchmark: Jetstream 2 - Browser: FirefoxKubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev1428425670Min: 68.78 / Avg: 69.19 / Max: 69.53Min: 68.94 / Avg: 69.84 / Max: 71.35Min: 67.8 / Avg: 69.2 / Max: 70.99Min: 70.6 / Avg: 71.48 / Max: 72.561. Kubuntu 18.04: firefox 84.0.22. Kubuntu 20.04: firefox 84.0.23. Kubuntu 20.10: firefox 84.0.24. Kubuntu 21.04 Dev: firefox 85.0

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: auto-levelsKubuntu 20.04Kubuntu 20.103691215SE +/- 0.03, N = 3SE +/- 0.02, N = 312.1712.55
OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.18Test: auto-levelsKubuntu 20.04Kubuntu 20.1048121620Min: 12.12 / Avg: 12.17 / Max: 12.21Min: 12.53 / Avg: 12.55 / Max: 12.58

TensorFlow Lite

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

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet QuantKubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev60K120K180K240K300KSE +/- 1674.42, N = 3SE +/- 1758.48, N = 3SE +/- 1681.54, N = 3SE +/- 2857.47, N = 3279323286470279621277899
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet QuantKubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev50K100K150K200K250KMin: 275979 / Avg: 279323 / Max: 281151Min: 283322 / Avg: 286470.33 / Max: 289402Min: 276304 / Avg: 279621 / Max: 281760Min: 272361 / Avg: 277899 / Max: 281890

WebP Image Encode

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

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100Kubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev0.55061.10121.65182.20242.753SE +/- 0.001, N = 3SE +/- 0.021, N = 3SE +/- 0.029, N = 3SE +/- 0.032, N = 32.3872.4472.3762.4271. (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 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev246810Min: 2.39 / Avg: 2.39 / Max: 2.39Min: 2.41 / Avg: 2.45 / Max: 2.49Min: 2.34 / Avg: 2.38 / Max: 2.43Min: 2.37 / Avg: 2.43 / Max: 2.481. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff

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 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev246810SE +/- 0.058, N = 3SE +/- 0.018, N = 3SE +/- 0.052, N = 3SE +/- 0.020, N = 38.3708.2958.1818.128MIN: 7.85 / MAX: 27.53MIN: 7.93 / MAX: 14.46MIN: 7.69 / MAX: 9.11MIN: 7.71 / MAX: 9.791. (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 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev3691215Min: 8.26 / Avg: 8.37 / Max: 8.46Min: 8.28 / Avg: 8.3 / Max: 8.33Min: 8.1 / Avg: 8.18 / Max: 8.27Min: 8.1 / Avg: 8.13 / Max: 8.171. (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

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 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev20406080100SE +/- 0.40, N = 3SE +/- 0.47, N = 3SE +/- 0.43, N = 3SE +/- 0.59, N = 375.9374.1573.7474.22
OpenBenchmarking.orgSeconds, Fewer Is BetterDeepSpeech 0.6Acceleration: CPUKubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev1530456075Min: 75.45 / Avg: 75.93 / Max: 76.72Min: 73.64 / Avg: 74.15 / Max: 75.08Min: 73.3 / Avg: 73.74 / Max: 74.6Min: 73.6 / Avg: 74.22 / Max: 75.4

GROMACS

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

OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2020.3Water BenchmarkKubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev0.13390.26780.40170.53560.6695SE +/- 0.001, N = 3SE +/- 0.001, N = 3SE +/- 0.002, N = 3SE +/- 0.003, N = 30.5950.5830.5790.5801. (CXX) g++ options: -O3 -pthread -lrt -lpthread -lm
OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2020.3Water BenchmarkKubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev246810Min: 0.59 / Avg: 0.6 / Max: 0.6Min: 0.58 / Avg: 0.58 / Max: 0.59Min: 0.58 / Avg: 0.58 / Max: 0.58Min: 0.58 / Avg: 0.58 / Max: 0.581. (CXX) g++ options: -O3 -pthread -lrt -lpthread -lm

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 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev246810SE +/- 0.052, N = 5SE +/- 0.013, N = 5SE +/- 0.026, N = 5SE +/- 0.022, N = 58.7728.6108.6108.5401. (CXX) g++ options: -fvisibility=hidden -logg -lm
OpenBenchmarking.orgSeconds, Fewer Is BetterOpus Codec Encoding 1.3.1WAV To Opus EncodeKubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev3691215Min: 8.62 / Avg: 8.77 / Max: 8.88Min: 8.59 / Avg: 8.61 / Max: 8.66Min: 8.57 / Avg: 8.61 / Max: 8.71Min: 8.51 / Avg: 8.54 / Max: 8.631. (CXX) g++ options: -fvisibility=hidden -logg -lm

Appleseed

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

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: Material TesterKubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev110220330440550492.64500.91494.59487.67

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: yolov4-tinyKubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev918273645SE +/- 0.39, N = 3SE +/- 0.90, N = 3SE +/- 0.66, N = 3SE +/- 0.34, N = 337.3637.5237.8636.86MIN: 34.4 / MAX: 92.29MIN: 34.12 / MAX: 88.4MIN: 35.44 / MAX: 91.71MIN: 33.62 / MAX: 166.931. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: yolov4-tinyKubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev816243240Min: 36.6 / Avg: 37.36 / Max: 37.88Min: 35.97 / Avg: 37.52 / Max: 39.08Min: 37.07 / Avg: 37.86 / Max: 39.16Min: 36.43 / Avg: 36.86 / Max: 37.521. (CXX) g++ options: -O3 -rdynamic -lgomp -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 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev0.8261.6522.4783.3044.13SE +/- 0.00207, N = 3SE +/- 0.00978, N = 3SE +/- 0.00729, N = 3SE +/- 0.00521, N = 33.580343.575063.671043.66448
OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD 2.14ATPase Simulation - 327,506 AtomsKubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev246810Min: 3.58 / Avg: 3.58 / Max: 3.58Min: 3.56 / Avg: 3.58 / Max: 3.59Min: 3.66 / Avg: 3.67 / Max: 3.69Min: 3.66 / Avg: 3.66 / Max: 3.67

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 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev48121620SE +/- 0.01, N = 5SE +/- 0.01, N = 5SE +/- 0.10, N = 5SE +/- 0.02, N = 514.6814.5814.9514.781. (CXX) g++ options: -rdynamic
OpenBenchmarking.orgSeconds, Fewer Is BetterWavPack Audio Encoding 5.3WAV To WavPackKubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev48121620Min: 14.66 / Avg: 14.68 / Max: 14.71Min: 14.56 / Avg: 14.58 / Max: 14.61Min: 14.69 / Avg: 14.95 / Max: 15.18Min: 14.75 / Avg: 14.78 / Max: 14.841. (CXX) g++ options: -rdynamic

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 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev0.18230.36460.54690.72920.9115SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 50.810.790.800.81MIN: 0.74 / MAX: 1.01MIN: 0.73 / MAX: 1MIN: 0.73 / MAX: 1.02MIN: 0.73 / MAX: 1.02
OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.3Scene: DLSCKubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev246810Min: 0.79 / Avg: 0.81 / Max: 0.83Min: 0.77 / Avg: 0.79 / Max: 0.8Min: 0.79 / Avg: 0.8 / Max: 0.81Min: 0.79 / Avg: 0.81 / Max: 0.84

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 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev1.21392.42783.64174.85566.0695SE +/- 0.0547, N = 3SE +/- 0.0509, N = 3SE +/- 0.0740, N = 3SE +/- 0.0523, N = 65.33105.27225.39525.3604MIN: 4.97 / MAX: 6.96MIN: 5.1 / MAX: 7.08MIN: 5.14 / MAX: 7.16MIN: 5.11 / MAX: 7.19
OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.9.0Binary: Pathtracer - Model: CrownKubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev246810Min: 5.24 / Avg: 5.33 / Max: 5.43Min: 5.21 / Avg: 5.27 / Max: 5.37Min: 5.32 / Avg: 5.4 / Max: 5.54Min: 5.27 / Avg: 5.36 / Max: 5.62

Appleseed

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

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: Disney MaterialKubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev120240360480600534.83542.05542.45531.86

OCRMyPDF

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

OpenBenchmarking.orgSeconds, Fewer Is BetterOCRMyPDF 10.3.1+dfsgProcessing 60 Page PDF DocumentKubuntu 20.10Kubuntu 21.04 Dev816243240SE +/- 0.41, N = 4SE +/- 0.42, N = 335.9435.28
OpenBenchmarking.orgSeconds, Fewer Is BetterOCRMyPDF 10.3.1+dfsgProcessing 60 Page PDF DocumentKubuntu 20.10Kubuntu 21.04 Dev816243240Min: 34.7 / Avg: 35.94 / Max: 36.39Min: 34.48 / Avg: 35.28 / Max: 35.88

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: Server Room - Acceleration: OpenCLKubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev0.22640.45280.67920.90561.132SE +/- 0.008, N = 3SE +/- 0.014, N = 3SE +/- 0.010, N = 50.9880.9871.006
OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.4.0Test: Server Room - Acceleration: OpenCLKubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev246810Min: 0.97 / Avg: 0.99 / Max: 1Min: 0.97 / Avg: 0.99 / Max: 1.01Min: 0.98 / Avg: 1.01 / Max: 1.03

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.4.0Test: Server Rack - Acceleration: OpenCLKubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev0.0360.0720.1080.1440.18SE +/- 0.000, N = 3SE +/- 0.002, N = 3SE +/- 0.001, N = 30.1570.1590.160
OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.4.0Test: Server Rack - Acceleration: OpenCLKubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev12345Min: 0.16 / Avg: 0.16 / Max: 0.16Min: 0.16 / Avg: 0.16 / Max: 0.16Min: 0.16 / Avg: 0.16 / Max: 0.16

Embree

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

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.9.0Binary: Pathtracer ISPC - Model: CrownKubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev246810SE +/- 0.0325, N = 3SE +/- 0.0444, N = 3SE +/- 0.0293, N = 3SE +/- 0.0423, N = 36.10106.03936.14546.1501MIN: 5.91 / MAX: 8.04MIN: 5.89 / MAX: 8.03MIN: 5.91 / MAX: 8.2MIN: 5.93 / MAX: 8.22
OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.9.0Binary: Pathtracer ISPC - Model: CrownKubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev246810Min: 6.04 / Avg: 6.1 / Max: 6.15Min: 5.98 / Avg: 6.04 / Max: 6.12Min: 6.11 / Avg: 6.15 / Max: 6.2Min: 6.1 / Avg: 6.15 / Max: 6.23

WebP Image Encode

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

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, LosslessKubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev48121620SE +/- 0.07, N = 3SE +/- 0.07, N = 3SE +/- 0.04, N = 3SE +/- 0.03, N = 317.4117.1017.2617.411. (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 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev48121620Min: 17.27 / Avg: 17.41 / Max: 17.52Min: 16.96 / Avg: 17.1 / Max: 17.18Min: 17.18 / Avg: 17.26 / Max: 17.32Min: 17.37 / Avg: 17.41 / Max: 17.461. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff

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: rotateKubuntu 20.04Kubuntu 20.103691215SE +/- 0.01, N = 3SE +/- 0.01, N = 311.8712.08
OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.18Test: rotateKubuntu 20.04Kubuntu 20.1048121620Min: 11.85 / Avg: 11.87 / Max: 11.88Min: 12.05 / Avg: 12.08 / Max: 12.1

Etcpak

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

OpenBenchmarking.orgMpx/s, More Is BetterEtcpak 0.7Configuration: ETC2Kubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev4080120160200SE +/- 0.36, N = 3SE +/- 0.49, N = 3SE +/- 0.36, N = 3SE +/- 1.32, N = 3188.06189.46189.02186.231. (CXX) g++ options: -O3 -march=native -std=c++11 -lpthread
OpenBenchmarking.orgMpx/s, More Is BetterEtcpak 0.7Configuration: ETC2Kubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev306090120150Min: 187.34 / Avg: 188.06 / Max: 188.49Min: 188.93 / Avg: 189.46 / Max: 190.43Min: 188.64 / Avg: 189.02 / Max: 189.73Min: 183.62 / Avg: 186.23 / Max: 187.821. (CXX) g++ options: -O3 -march=native -std=c++11 -lpthread

TensorFlow Lite

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

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception ResNet V2Kubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev1.2M2.4M3.6M4.8M6MSE +/- 14060.47, N = 3SE +/- 18982.52, N = 3SE +/- 13129.24, N = 3SE +/- 35712.27, N = 35317610538807053265675306953
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception ResNet V2Kubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev900K1800K2700K3600K4500KMin: 5289490 / Avg: 5317610 / Max: 5331870Min: 5351740 / Avg: 5388070 / Max: 5415780Min: 5300400 / Avg: 5326566.67 / Max: 5341550Min: 5235820 / Avg: 5306953.33 / Max: 5348100

x265

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

OpenBenchmarking.orgFrames Per Second, More Is Betterx265 3.4Video Input: Bosphorus 1080pKubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev918273645SE +/- 0.20, N = 15SE +/- 0.24, N = 3SE +/- 0.23, N = 15SE +/- 0.30, N = 936.6736.5736.7837.021. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma
OpenBenchmarking.orgFrames Per Second, More Is Betterx265 3.4Video Input: Bosphorus 1080pKubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev816243240Min: 36.13 / Avg: 36.67 / Max: 39.35Min: 36.1 / Avg: 36.57 / Max: 36.9Min: 36.1 / Avg: 36.78 / Max: 39.61Min: 36.2 / Avg: 37.02 / Max: 38.951. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

TensorFlow Lite

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

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception V4Kubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev1.3M2.6M3.9M5.2M6.5MSE +/- 18581.09, N = 3SE +/- 28501.47, N = 3SE +/- 16560.34, N = 3SE +/- 21795.17, N = 35876820594816758836775886227
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception V4Kubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev1000K2000K3000K4000K5000KMin: 5839710 / Avg: 5876820 / Max: 5897080Min: 5907260 / Avg: 5948166.67 / Max: 6003000Min: 5850980 / Avg: 5883676.67 / Max: 5904600Min: 5843840 / Avg: 5886226.67 / Max: 5916230

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet FloatKubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev60K120K180K240K300KSE +/- 2175.88, N = 3SE +/- 2160.16, N = 3SE +/- 2268.06, N = 3SE +/- 3420.74, N = 3275401277078275014273776
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet FloatKubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev50K100K150K200K250KMin: 271164 / Avg: 275400.67 / Max: 278380Min: 273674 / Avg: 277078 / Max: 281084Min: 270517 / Avg: 275013.67 / Max: 277779Min: 266960 / Avg: 273776.33 / Max: 277692

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 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev1122334455SE +/- 0.11, N = 3SE +/- 0.23, N = 3SE +/- 0.19, N = 3SE +/- 0.19, N = 350.1749.6350.2049.951. Kubuntu 18.04: git version 2.17.12. Kubuntu 20.04: git version 2.25.13. Kubuntu 20.10: git version 2.27.04. Kubuntu 21.04 Dev: git version 2.29.2
OpenBenchmarking.orgSeconds, Fewer Is BetterGitTime To Complete Common Git CommandsKubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev1020304050Min: 50.02 / Avg: 50.17 / Max: 50.39Min: 49.36 / Avg: 49.63 / Max: 50.08Min: 49.99 / Avg: 50.2 / Max: 50.57Min: 49.69 / Avg: 49.95 / Max: 50.331. Kubuntu 18.04: git version 2.17.12. Kubuntu 20.04: git version 2.25.13. Kubuntu 20.10: git version 2.27.04. Kubuntu 21.04 Dev: git version 2.29.2

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 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev0.18990.37980.56970.75960.9495SE +/- 0.003, N = 3SE +/- 0.000, N = 3SE +/- 0.001, N = 3SE +/- 0.003, N = 30.8350.8430.8440.844
OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: CPU - Scene: BedroomKubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev246810Min: 0.83 / Avg: 0.83 / Max: 0.84Min: 0.84 / Avg: 0.84 / Max: 0.84Min: 0.84 / Avg: 0.84 / Max: 0.85Min: 0.84 / Avg: 0.84 / Max: 0.85

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 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev1326395265SE +/- 0.13, N = 3SE +/- 0.10, N = 3SE +/- 0.39, N = 3SE +/- 0.18, N = 359.0359.2859.2558.671. Kubuntu 18.04: firefox 84.0.22. Kubuntu 20.04: firefox 84.0.23. Kubuntu 20.10: firefox 84.0.24. Kubuntu 21.04 Dev: firefox 85.0
OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: ARES-6 - Browser: FirefoxKubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev1224364860Min: 58.78 / Avg: 59.03 / Max: 59.22Min: 59.1 / Avg: 59.28 / Max: 59.44Min: 58.46 / Avg: 59.25 / Max: 59.68Min: 58.32 / Avg: 58.67 / Max: 58.921. Kubuntu 18.04: firefox 84.0.22. Kubuntu 20.04: firefox 84.0.23. Kubuntu 20.10: firefox 84.0.24. Kubuntu 21.04 Dev: firefox 85.0

RedShift Demo

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

OpenBenchmarking.orgSeconds, Fewer Is BetterRedShift Demo 3.0Kubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev110220330440550SE +/- 0.33, N = 3SE +/- 0.33, N = 3490495493494
OpenBenchmarking.orgSeconds, Fewer Is BetterRedShift Demo 3.0Kubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev90180270360450Min: 494 / Avg: 494.67 / Max: 495Min: 493 / Avg: 493.67 / Max: 494

TNN

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

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: SqueezeNet v1.1Kubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev70140210280350SE +/- 0.19, N = 3SE +/- 0.08, N = 3SE +/- 0.26, N = 3SE +/- 0.49, N = 3299.47302.42301.26302.12MIN: 298.48 / MAX: 315.62MIN: 301.53 / MAX: 306.55MIN: 300.25 / MAX: 303.87MIN: 300.66 / MAX: 304.491. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl
OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: SqueezeNet v1.1Kubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev50100150200250Min: 299.14 / Avg: 299.47 / Max: 299.81Min: 302.27 / Avg: 302.42 / Max: 302.52Min: 300.97 / Avg: 301.26 / Max: 301.79Min: 301.35 / Avg: 302.12 / Max: 303.031. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl

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: SupercarKubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev0.42620.85241.27861.70482.131SE +/- 0.011, N = 3SE +/- 0.002, N = 3SE +/- 0.003, N = 3SE +/- 0.003, N = 31.8841.8771.8941.894
OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: CPU - Scene: SupercarKubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev246810Min: 1.86 / Avg: 1.88 / Max: 1.9Min: 1.87 / Avg: 1.88 / Max: 1.88Min: 1.89 / Avg: 1.89 / Max: 1.9Min: 1.89 / Avg: 1.89 / Max: 1.9

Blender

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

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: Barbershop - Compute: NVIDIA OptiXKubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev400800120016002000SE +/- 1.62, N = 3SE +/- 1.41, N = 3SE +/- 0.97, N = 3SE +/- 1.63, N = 31858.371875.041870.681873.17
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: Barbershop - Compute: NVIDIA OptiXKubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev30060090012001500Min: 1855.38 / Avg: 1858.37 / Max: 1860.93Min: 1872.52 / Avg: 1875.04 / Max: 1877.4Min: 1868.74 / Avg: 1870.68 / Max: 1871.71Min: 1870.78 / Avg: 1873.17 / Max: 1876.28

TensorFlow Lite

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

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: NASNet MobileKubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev70K140K210K280K350KSE +/- 2558.65, N = 3SE +/- 1975.67, N = 3SE +/- 2473.27, N = 3SE +/- 2897.67, N = 3347299349195346734347106
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: NASNet MobileKubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev60K120K180K240K300KMin: 342288 / Avg: 347298.67 / Max: 350704Min: 347214 / Avg: 349194.67 / Max: 353146Min: 341906 / Avg: 346733.67 / Max: 350081Min: 341311 / Avg: 347106.33 / Max: 350013

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: 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

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 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev2004006008001000869.31871.12872.70866.70

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 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev48121620SE +/- 0.05, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 316.4916.6116.6016.57
OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: NoKubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev48121620Min: 16.39 / Avg: 16.49 / Max: 16.57Min: 16.56 / Avg: 16.61 / Max: 16.67Min: 16.57 / Avg: 16.6 / Max: 16.62Min: 16.5 / Avg: 16.57 / Max: 16.61

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 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev4080120160200180.68179.88181.01180.83

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 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev0.46820.93641.40461.87282.341SE +/- 0.008, N = 3SE +/- 0.010, N = 3SE +/- 0.012, N = 32.0782.0682.0732.081
OpenBenchmarking.orgSeconds, Fewer Is BetterWaifu2x-NCNN Vulkan 20200818Scale: 2x - Denoise: 3 - TAA: NoKubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev246810Min: 2.06 / Avg: 2.07 / Max: 2.08Min: 2.05 / Avg: 2.07 / Max: 2.09Min: 2.06 / Avg: 2.08 / Max: 2.1

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: unsharp-maskKubuntu 20.04Kubuntu 20.1048121620SE +/- 0.05, N = 3SE +/- 0.02, N = 314.8714.95
OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.18Test: unsharp-maskKubuntu 20.04Kubuntu 20.1048121620Min: 14.81 / Avg: 14.86 / Max: 14.96Min: 14.92 / Avg: 14.95 / Max: 14.99

IndigoBench

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

OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: OpenCL GPU - Scene: SupercarKubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev48121620SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 317.5617.6517.6517.64
OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: OpenCL GPU - Scene: SupercarKubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev48121620Min: 17.48 / Avg: 17.56 / Max: 17.64Min: 17.63 / Avg: 17.65 / Max: 17.66Min: 17.63 / Avg: 17.65 / Max: 17.66Min: 17.63 / Avg: 17.64 / Max: 17.64

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: Masskrug - Acceleration: OpenCLKubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev0.98461.96922.95383.93844.923SE +/- 0.017, N = 3SE +/- 0.010, N = 3SE +/- 0.003, N = 34.3764.3704.353
OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.4.0Test: Masskrug - Acceleration: OpenCLKubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev246810Min: 4.35 / Avg: 4.38 / Max: 4.41Min: 4.35 / Avg: 4.37 / Max: 4.38Min: 4.35 / Avg: 4.35 / Max: 4.36

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: Vulkan GPU - Model: squeezenet_ssdKubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev612182430SE +/- 0.33, N = 3SE +/- 0.08, N = 3SE +/- 0.01, N = 3SE +/- 0.44, N = 327.1226.9826.9927.01MIN: 24.67 / MAX: 68.77MIN: 25.24 / MAX: 119.72MIN: 25.41 / MAX: 66.24MIN: 24.75 / MAX: 194.111. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: squeezenet_ssdKubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev612182430Min: 26.51 / Avg: 27.12 / Max: 27.66Min: 26.89 / Avg: 26.98 / Max: 27.14Min: 26.98 / Avg: 26.99 / Max: 27.02Min: 26.56 / Avg: 27.01 / Max: 27.91. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Selenium

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

OpenBenchmarking.orgScore, Fewer Is BetterSeleniumBenchmark: PSPDFKit WASM - Browser: FirefoxKubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev7001400210028003500SE +/- 4.84, N = 3SE +/- 11.36, N = 3SE +/- 4.67, N = 3SE +/- 7.77, N = 333623353336933551. Kubuntu 18.04: firefox 84.0.22. Kubuntu 20.04: firefox 84.0.23. Kubuntu 20.10: firefox 84.0.24. Kubuntu 21.04 Dev: firefox 85.0
OpenBenchmarking.orgScore, Fewer Is BetterSeleniumBenchmark: PSPDFKit WASM - Browser: FirefoxKubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev6001200180024003000Min: 3357 / Avg: 3362.33 / Max: 3372Min: 3335 / Avg: 3353 / Max: 3374Min: 3362 / Avg: 3369.33 / Max: 3378Min: 3344 / Avg: 3355 / Max: 33701. Kubuntu 18.04: firefox 84.0.22. Kubuntu 20.04: firefox 84.0.23. Kubuntu 20.10: firefox 84.0.24. Kubuntu 21.04 Dev: firefox 85.0

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 20.04Kubuntu 20.10Kubuntu 21.04 Dev0.57871.15741.73612.31482.8935SE +/- 0.009, N = 3SE +/- 0.009, N = 3SE +/- 0.006, N = 32.5602.5722.561
OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.4.0Test: Boat - Acceleration: OpenCLKubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev246810Min: 2.55 / Avg: 2.56 / Max: 2.58Min: 2.55 / Avg: 2.57 / Max: 2.58Min: 2.55 / Avg: 2.56 / Max: 2.57

Selenium

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

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

RealSR-NCNN

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

OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: YesKubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev20406080100SE +/- 0.21, N = 3SE +/- 0.23, N = 3SE +/- 0.18, N = 3SE +/- 0.35, N = 3109.83110.25109.95109.87
OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: YesKubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev20406080100Min: 109.42 / Avg: 109.83 / Max: 110.14Min: 109.81 / Avg: 110.25 / Max: 110.6Min: 109.58 / Avg: 109.95 / Max: 110.14Min: 109.23 / Avg: 109.87 / Max: 110.45

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: 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

IndigoBench

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

OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: OpenCL GPU - Scene: BedroomKubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev1.22062.44123.66184.88246.103SE +/- 0.011, N = 3SE +/- 0.004, N = 3SE +/- 0.007, N = 3SE +/- 0.015, N = 35.4135.4085.4255.407
OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: OpenCL GPU - Scene: BedroomKubuntu 18.04Kubuntu 20.04Kubuntu 20.10Kubuntu 21.04 Dev246810Min: 5.4 / Avg: 5.41 / Max: 5.43Min: 5.4 / Avg: 5.41 / Max: 5.42Min: 5.41 / Avg: 5.42 / Max: 5.44Min: 5.38 / Avg: 5.41 / Max: 5.43

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: 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

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 6.1.2Processing 60 Page PDF DocumentKubuntu 18.041326395265SE +/- 0.60, N = 556.45

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: unsharp-maskKubuntu 18.0448121620SE +/- 0.03, N = 318.27

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: rotateKubuntu 18.0448121620SE +/- 0.03, N = 314.60

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

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: Server Room - Acceleration: CPU-onlyKubuntu 18.041.20962.41923.62884.83846.048SE +/- 0.010, N = 35.376

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: OpenCLKubuntu 18.040.21020.42040.63060.84081.051SE +/- 0.010, N = 30.934

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: Masskrug - Acceleration: CPU-onlyKubuntu 18.04246810SE +/- 0.045, N = 37.822

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: Boat - Acceleration: CPU-onlyKubuntu 18.0448121620SE +/- 0.11, N = 1316.30