Ryzen 7 1700 + RX 480 Extra

AMD Ryzen 7 1700 Eight-Core testing with a MSI B350 TOMAHAWK (MS-7A34) v1.0 (1.H0 BIOS) and AMD Radeon RX 470/480/570/570X/580/580X/590 8GB on Ubuntu 20.10 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 2101018-HA-RYZEN717058
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Audio Encoding 5 Tests
AV1 2 Tests
Bioinformatics 2 Tests
Chess Test Suite 2 Tests
Timed Code Compilation 5 Tests
C/C++ Compiler Tests 14 Tests
Compression Tests 3 Tests
CPU Massive 20 Tests
Creator Workloads 22 Tests
Database Test Suite 2 Tests
Encoding 7 Tests
Fortran Tests 3 Tests
Game Development 3 Tests
HPC - High Performance Computing 14 Tests
Imaging 6 Tests
Common Kernel Benchmarks 2 Tests
Machine Learning 9 Tests
Molecular Dynamics 2 Tests
MPI Benchmarks 2 Tests
Multi-Core 18 Tests
NVIDIA GPU Compute 5 Tests
Intel oneAPI 2 Tests
OpenMPI Tests 2 Tests
Productivity 2 Tests
Programmer / Developer System Benchmarks 11 Tests
Python 2 Tests
Renderers 3 Tests
Scientific Computing 5 Tests
Server 5 Tests
Server CPU Tests 12 Tests
Single-Threaded 10 Tests
Speech 3 Tests
Telephony 3 Tests
Texture Compression 2 Tests
Video Encoding 2 Tests
Vulkan Compute 2 Tests

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  Test
  Duration
Default Kernel
December 29 2020
  19 Hours
Linux 5.10.4
December 30 2020
  23 Hours, 5 Minutes
Linux 5.11-rc1
December 31 2020
  17 Hours, 14 Minutes
Extra Run
December 31 2020
  20 Hours, 7 Minutes
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  19 Hours, 52 Minutes

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Ryzen 7 1700 + RX 480 ExtraOpenBenchmarking.orgPhoronix Test SuiteAMD Ryzen 7 1700 Eight-Core @ 3.00GHz (8 Cores / 16 Threads)MSI B350 TOMAHAWK (MS-7A34) v1.0 (1.H0 BIOS)AMD 17h16GB120GB Samsung SSD 840AMD Radeon RX 470/480/570/570X/580/580X/590 8GB (1266/2000MHz)AMD Ellesmere HDMI AudioVA2431Realtek RTL8111/8168/8411Ubuntu 20.105.8.0-33-generic (x86_64)5.10.4-051004-generic (x86_64)5.11.0-rc1-phx (x86_64) 20201228GNOME Shell 3.38.1X Server 1.20.9amdgpu 19.1.04.6 Mesa 20.2.1 (LLVM 11.0.0)1.2.131GCC 10.2.0ext41920x1080ProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelsDesktopDisplay ServerDisplay DriverOpenGLVulkanCompilerFile-SystemScreen ResolutionRyzen 7 1700 + RX 480 Extra BenchmarksSystem Logs- --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 - MQ-DEADLINE / errors=remount-ro,relatime,rw / Block Size: 4096- Default Kernel: Scaling Governor: acpi-cpufreq ondemand (Boost: Enabled) - CPU Microcode: 0x8001137 - Linux 5.10.4: Scaling Governor: acpi-cpufreq schedutil (Boost: Enabled) - CPU Microcode: 0x8001137 - Linux 5.11-rc1: Scaling Governor: acpi-cpufreq schedutil (Boost: Enabled) - CPU Microcode: 0x8001137 - Extra Run: Scaling Governor: acpi-cpufreq schedutil (Boost: Enabled) - CPU Microcode: 0x8001137 - GLAMOR- OpenJDK Runtime Environment (build 11.0.9.1+1-Ubuntu-0ubuntu1.20.10)- Python 3.8.6- itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + 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 AMD retpoline IBPB: conditional STIBP: disabled RSB filling + srbds: Not affected + tsx_async_abort: Not affected

Default KernelLinux 5.10.4Linux 5.11-rc1Extra RunResult OverviewPhoronix Test Suite100%117%135%152%169%CLOMPRedisTimed HMMer SearchDeepSpeechNCNNTensorFlow LiteFLAC Audio EncodingCoremarkLAMMPS Molecular Dynamics SimulatorTimed FFmpeg CompilationWebP Image EncodeTimed Eigen CompilationRNNoiseOpus Codec EncodingLAME MP3 EncodingMonkey Audio EncodingMobile Neural NetworkSQLite SpeedtestGLmark2TNNPyPerformancePolyhedron Fortran BenchmarksoneDNNNumpy BenchmarkNode.js V8 Web Tooling BenchmarkTimed MAFFT AlignmentLZ4 CompressionASTC EncodereSpeak-NG Speech Enginelibavif avifencGIMPStockfishlibrsvgUnpacking The Linux KernelVKMarksimdjsonRawTherapeeBasis UniversalXZ CompressionasmFishVkFFTGROMACSWireGuard + Linux Networking Stack Stress TestBlenderyquake2Build2DarktableZstd CompressionIndigoBenchTimed Linux Kernel CompilationEmbreeTimed LLVM Compilationrav1e

Ryzen 7 1700 + RX 480 Extraunpack-linux: linux-4.15.tar.xzvkfft: yquake2: OpenGL 1.x - 1920 x 1080yquake2: OpenGL 3.x - 1920 x 1080yquake2: Software CPU - 1920 x 1080glmark2: 1280 x 1024glmark2: 1920 x 1080vkmark: 1280 x 1024vkmark: 1920 x 1080wireguard: clomp: Static OMP Speeduppolyhedron: acpolyhedron: airpolyhedron: mdbxpolyhedron: doducpolyhedron: linpkpolyhedron: tfft2polyhedron: aermodpolyhedron: rnflowpolyhedron: induct2polyhedron: proteinpolyhedron: capacitapolyhedron: channel2polyhedron: fatigue2polyhedron: gas_dyn2polyhedron: test_fpu2polyhedron: mp_prop_designhmmer: Pfam Database Searchmafft: Multiple Sequence Alignment - LSU RNAlammps: Rhodopsin Proteinwebp: Defaultwebp: Quality 100webp: Quality 100, Losslesswebp: Quality 100, Highest Compressionwebp: Quality 100, Lossless, Highest Compressionsimdjson: Kostyasimdjson: LargeRandsimdjson: PartialTweetssimdjson: DistinctUserIDcompress-lz4: 1 - Compression Speedcompress-lz4: 1 - Decompression Speedcompress-lz4: 3 - Compression Speedcompress-lz4: 3 - Decompression Speedcompress-lz4: 9 - Compression Speedcompress-lz4: 9 - Decompression Speedcompress-zstd: 3compress-zstd: 19onednn: IP Shapes 1D - f32 - CPUonednn: IP Shapes 3D - f32 - CPUonednn: IP Shapes 1D - u8s8f32 - CPUonednn: IP Shapes 3D - u8s8f32 - CPUonednn: Convolution Batch Shapes Auto - f32 - CPUonednn: Deconvolution Batch shapes_1d - f32 - CPUonednn: Deconvolution Batch shapes_3d - f32 - CPUonednn: Convolution Batch Shapes Auto - u8s8f32 - CPUonednn: Deconvolution Batch shapes_1d - u8s8f32 - CPUonednn: Deconvolution Batch shapes_3d - u8s8f32 - CPUonednn: Recurrent Neural Network Training - f32 - CPUonednn: Recurrent Neural Network Inference - f32 - CPUonednn: Recurrent Neural Network Training - u8s8f32 - CPUonednn: Recurrent Neural Network Inference - u8s8f32 - CPUonednn: Matrix Multiply Batch Shapes Transformer - f32 - CPUonednn: Recurrent Neural Network Training - bf16bf16bf16 - CPUonednn: Recurrent Neural Network Inference - bf16bf16bf16 - CPUonednn: Matrix Multiply Batch Shapes Transformer - u8s8f32 - CPUembree: Pathtracer - Crownembree: Pathtracer ISPC - Crownembree: Pathtracer - Asian Dragonembree: Pathtracer - Asian Dragon Objembree: Pathtracer ISPC - Asian Dragonembree: Pathtracer ISPC - Asian Dragon Objrav1e: 1rav1e: 5rav1e: 6rav1e: 10coremark: CoreMark Size 666 - Iterations Per Secondstockfish: Total Timeasmfish: 1024 Hash Memory, 26 Depthavifenc: 0avifenc: 2avifenc: 8avifenc: 10build-ffmpeg: Time To Compilebuild-linux-kernel: Time To Compilebuild-llvm: Time To Compilebuild2: Time To Compilenumpy: build-eigen: Time To Compilecompress-xz: Compressing ubuntu-16.04.3-server-i386.img, Compression Level 9deepspeech: CPUencode-ape: WAV To APEencode-flac: WAV To FLACencode-mp3: WAV To MP3encode-opus: WAV To Opus Encodeespeak: Text-To-Speech Synthesisrnnoise: node-web-tooling: gromacs: Water Benchmarktensorflow-lite: SqueezeNettensorflow-lite: Inception V4tensorflow-lite: NASNet Mobiletensorflow-lite: Mobilenet Floattensorflow-lite: Mobilenet Quanttensorflow-lite: Inception ResNet V2astcenc: Fastastcenc: Mediumastcenc: Thoroughastcenc: Exhaustivebasis: ETC1Sbasis: UASTC Level 0basis: UASTC Level 2basis: UASTC Level 3basis: UASTC Level 2 + RDO Post-Processingsqlite-speedtest: Timed Time - Size 1,000darktable: Boat - CPU-onlydarktable: Masskrug - CPU-onlydarktable: Server Rack - CPU-onlydarktable: Server Room - CPU-onlygimp: resizegimp: rotategimp: auto-levelsgimp: unsharp-maskrawtherapee: Total Benchmark Timersvg: SVG Files To PNGredis: LPOPredis: SADDredis: LPUSHredis: GETredis: SETmnn: SqueezeNetV1.0mnn: resnet-v2-50mnn: MobileNetV2_224mnn: mobilenet-v1-1.0mnn: inception-v3ncnn: CPU - mobilenetncnn: CPU-v2-v2 - mobilenet-v2ncnn: CPU-v3-v3 - mobilenet-v3ncnn: CPU - shufflenet-v2ncnn: CPU - mnasnetncnn: CPU - efficientnet-b0ncnn: CPU - blazefacencnn: CPU - googlenetncnn: CPU - vgg16ncnn: CPU - resnet18ncnn: CPU - alexnetncnn: CPU - resnet50ncnn: CPU - yolov4-tinyncnn: CPU - squeezenet_ssdncnn: CPU - regnety_400mncnn: Vulkan GPU - mobilenetncnn: Vulkan GPU-v2-v2 - mobilenet-v2ncnn: Vulkan GPU-v3-v3 - mobilenet-v3ncnn: Vulkan GPU - shufflenet-v2ncnn: Vulkan GPU - mnasnetncnn: Vulkan GPU - efficientnet-b0ncnn: Vulkan GPU - blazefacencnn: Vulkan GPU - googlenetncnn: Vulkan GPU - vgg16ncnn: Vulkan GPU - resnet18ncnn: Vulkan GPU - alexnetncnn: Vulkan GPU - resnet50ncnn: Vulkan GPU - yolov4-tinyncnn: Vulkan GPU - squeezenet_ssdncnn: Vulkan GPU - regnety_400mtnn: CPU - MobileNet v2tnn: CPU - SqueezeNet v1.1indigobench: CPU - Bedroomindigobench: CPU - Supercarblender: BMW27 - CPU-Onlyblender: Fishy Cat - CPU-Onlypyperformance: gopyperformance: 2to3pyperformance: chaospyperformance: floatpyperformance: nbodypyperformance: pathlibpyperformance: raytracepyperformance: json_loadspyperformance: crypto_pyaespyperformance: regex_compilepyperformance: python_startuppyperformance: django_templatepyperformance: pickle_pure_pythonappleseed: Emilyappleseed: Disney Materialappleseed: Material Testerai-benchmark: Device Inference Scoreai-benchmark: Device Training Scoreai-benchmark: Device AI Scorephpbench: PHP Benchmark Suiteencode-wavpack: WAV To WavPacksunflow: Global Illumination + Image Synthesisunpack-firefox: firefox-84.0.source.tar.xzffte: N=256, 3D Complex FFT Routinebyte: Dhrystone 2hint: FLOATcryptsetup: PBKDF2-sha512cryptsetup: PBKDF2-whirlpoolcryptsetup: AES-XTS 256b Encryptioncryptsetup: AES-XTS 256b Decryptioncryptsetup: Serpent-XTS 256b Encryptioncryptsetup: Serpent-XTS 256b Decryptioncryptsetup: Twofish-XTS 256b Encryptioncryptsetup: Twofish-XTS 256b Decryptioncryptsetup: AES-XTS 512b Encryptioncryptsetup: AES-XTS 512b Decryptioncryptsetup: Serpent-XTS 512b Encryptioncryptsetup: Serpent-XTS 512b Decryptioncryptsetup: Twofish-XTS 512b Encryptioncryptsetup: Twofish-XTS 512b DecryptionDefault KernelLinux 5.10.4Linux 5.11-rc1Extra Run7.40310274631.8944.385.46038443261844664300.197.87.741.785.889.344.8125.097.5816.7725.1617.0216.1859.5163.3261.7337.174.87151.89314.5644.3111.7742.83124.4649.47850.8900.360.330.450.467192.298129.236.947835.536.037828.52849.022.59.3492711.56737.031972.9420322.787411.377717.001223.828314.782313.33709027.634742.119028.504737.795.331469002.534749.066.607537.33126.76898.39707.80147.97597.20630.2560.7651.0222.349267555.2329461336145719306833131.13876.6547.0486.62285.708131.3151057.630232.986246.26117.95547.56594.0023817.20811.59410.3709.54238.90824.1807.240.524251499364970022342616994117709132998077.726.1136.95303.5364.56310.45143.97782.388867.80883.92813.7476.7450.2185.21010.75015.40716.03219.01678.65234.3172014169.291540737.671065654.101863679.111363650.7512.69071.6616.96513.62477.14338.4711.9110.0911.5910.8515.553.6131.7785.7025.4616.9658.3849.9237.1533.4938.4511.629.5911.0010.5615.233.8531.6085.3926.0517.0959.3150.0637.3132.86324.268308.4951.3352.828237.53329.3935346116016417025.071437.415423312.280.9697539.955062322.771845287.576718581667124847513716.2081.58126.47129782.88213395633310090.4282568835.2988613001155505331521.61531.1325.1320.6333.2331.71356.01359.7326.1321.6333.3334.47.1319972641.4960.588.26542472263504732308.4679.37.11.665.428.614.7329.027.0915.6523.1515.6516.2458.2158.1559.1534.2468.88128.72614.5994.7201.6392.57522.4968.87244.8540.390.350.450.467525.638560.140.017899.339.197895.52838.622.99.804608.810626.859752.8786521.053512.641517.378720.986414.311413.23988564.544497.068575.954482.274.241518588.644488.105.782487.34976.79348.51887.87228.17397.27020.2610.7791.0202.316270279.6862071355981619840743126.02774.6576.7006.31283.806129.8251044.459231.005262.15109.47146.205109.7293015.83910.7109.4908.72140.27222.1137.670.539244504351243020895216316217047231748737.356.0536.58300.6260.9989.86043.09281.475855.35577.51713.3226.3920.2334.94011.83215.28416.90319.19377.08235.6521075736.661429878.041049901.521611434.081243969.7011.65967.1796.40212.95669.86632.2110.098.509.829.2213.243.3825.8374.4320.9715.7846.3741.8031.8029.3732.7910.148.459.719.0613.283.4626.2874.5320.9215.8147.2142.4631.6129.49305.642282.8391.3542.867232.46325.2433644415115115922.866134.314321520.775.9651535.01413316.758583291.466605588689127751702414.8701.53725.74431684.74446008435909522.3305670769.3628714037276030981658.91668.2356.4354.9364.8367.11485.41488.7359.3356.7369.9368.27.1609967625.3947.388.66587475564264827308.3809.17.11.645.398.594.7229.227.0115.5523.1315.6516.258.2158.1559.0834.3168.93127.07115.2514.7621.6322.56822.1568.75645.1590.390.350.450.467572.238592.340.037906.839.367920.92872.023.09.493548.613726.922072.7049821.090612.421317.409520.869514.451013.20918540.484486.348545.334468.084.168558583.124470.715.877137.42246.84588.37757.88248.10227.25540.2590.7741.0282.347271886.2541011389775919661267124.54275.0566.6396.28483.883129.6771050.445231.535262.75107.16146.085108.3330215.81910.9309.4968.82738.41922.0927.620.535259645394770323920318079818963735807837.426.1437.2305.6460.9519.71743.27781.620857.22878.38713.3436.3970.2344.95911.83315.10116.98119.45278.29034.9981114626.251465965.541053853.021727854.751297244.2911.59666.9766.42912.93969.89832.6310.318.609.869.3513.513.4726.2974.0021.9615.8746.4043.1931.7329.6032.209.818.6910.049.0513.093.3025.2774.6719.9015.8647.6541.0531.7629.35310.422282.8151.3592.843236.57326.5032843914715115722.765734.214221520.775.5646536.842668311.487833289.579019584685126951374014.8531.58225.98631043.72591414436408424.2305438957.4160914049736037871663.41678.3356.5357.3366.2369.81488.71485.4358355.3370.6369.37.13110048630.7950.487.36578473764284824308.7825.57.11.645.418.584.7423.896.9915.4323.1415.6514.8758.6658.2259.3734.9268.86128.04215.3504.6661.6422.57522.4468.76545.2820.390.350.450.467331.718302.439.957931.739.257932.82890.822.88.8267912.24516.741752.6848722.019311.058116.942022.427714.353613.25088565.474526.548623.174542.135.045358620.364536.856.235047.47236.88988.47717.84408.10857.21700.2600.7741.0282.318244170.0112961366402919907586125.61474.9646.6466.31292.262131.3011048.005235.528261.63107.89346.186106.2927415.77411.9849.7418.97139.81322.2327.710.526271377408886724430018490319529936644607.686.3438.47315.7862.02510.10944.08882.469865.69178.85713.4126.4390.2364.98211.94715.01517.12519.64079.83335.5901110900.581451704.581048315.481646152.131279578.2511.60366.7206.37212.89569.73132.439.998.5310.089.2613.213.4629.9474.9821.4515.9548.6942.1431.8429.5432.0210.358.449.989.3613.523.5226.7374.3821.1515.9048.2841.0831.7929.65323.916282.7351.3512.856236.74332.92328439147OpenBenchmarking.org

Unpacking The Linux Kernel

This test measures how long it takes to extract the .tar.xz Linux kernel package. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterUnpacking The Linux Kernellinux-4.15.tar.xzDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc1246810SE +/- 0.047, N = 4SE +/- 0.069, N = 6SE +/- 0.040, N = 20SE +/- 0.037, N = 47.4037.1317.1317.160
OpenBenchmarking.orgSeconds, Fewer Is BetterUnpacking The Linux Kernellinux-4.15.tar.xzDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc13691215Min: 7.28 / Avg: 7.4 / Max: 7.51Min: 6.97 / Avg: 7.13 / Max: 7.45Min: 6.96 / Avg: 7.13 / Max: 7.81Min: 7.1 / Avg: 7.16 / Max: 7.27

VkFFT

VkFFT is a Fast Fourier Transform (FFT) Library that is GPU accelerated by means of the Vulkan API. The VkFFT benchmark runs FFT performance differences of many different sizes before returning an overall benchmark score. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgBenchmark Score, More Is BetterVkFFT 1.1.1Default KernelExtra RunLinux 5.10.4Linux 5.11-rc12K4K6K8K10KSE +/- 23.03, N = 3SE +/- 41.24, N = 3SE +/- 67.59, N = 3SE +/- 46.59, N = 31027410048997299671. (CXX) g++ options: -O3 -pthread
OpenBenchmarking.orgBenchmark Score, More Is BetterVkFFT 1.1.1Default KernelExtra RunLinux 5.10.4Linux 5.11-rc12K4K6K8K10KMin: 10228 / Avg: 10274 / Max: 10299Min: 9968 / Avg: 10047.67 / Max: 10106Min: 9844 / Avg: 9971.67 / Max: 10074Min: 9907 / Avg: 9967.33 / Max: 100591. (CXX) g++ options: -O3 -pthread

yquake2

This is a test of Yamagi Quake II. Yamagi Quake II is an enhanced client for id Software's Quake II with focus on offline and coop gameplay. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is Betteryquake2 7.45Renderer: OpenGL 1.x - Resolution: 1920 x 1080Default KernelExtra RunLinux 5.10.4Linux 5.11-rc1140280420560700SE +/- 3.40, N = 3SE +/- 7.53, N = 3SE +/- 8.16, N = 3SE +/- 7.06, N = 3631.8630.7641.4625.31. (CC) gcc options: -lm -ldl -rdynamic -shared -lSDL2 -O2 -pipe -fomit-frame-pointer -std=gnu99 -fno-strict-aliasing -fwrapv -fvisibility=hidden -MMD -mfpmath=sse -fPIC
OpenBenchmarking.orgFrames Per Second, More Is Betteryquake2 7.45Renderer: OpenGL 1.x - Resolution: 1920 x 1080Default KernelExtra RunLinux 5.10.4Linux 5.11-rc1110220330440550Min: 627 / Avg: 631.83 / Max: 638.4Min: 616.6 / Avg: 630.73 / Max: 642.3Min: 625.1 / Avg: 641.4 / Max: 650.2Min: 614.2 / Avg: 625.3 / Max: 638.41. (CC) gcc options: -lm -ldl -rdynamic -shared -lSDL2 -O2 -pipe -fomit-frame-pointer -std=gnu99 -fno-strict-aliasing -fwrapv -fvisibility=hidden -MMD -mfpmath=sse -fPIC

OpenBenchmarking.orgFrames Per Second, More Is Betteryquake2 7.45Renderer: OpenGL 3.x - Resolution: 1920 x 1080Default KernelExtra RunLinux 5.10.4Linux 5.11-rc12004006008001000SE +/- 7.08, N = 3SE +/- 4.27, N = 3SE +/- 2.23, N = 3SE +/- 9.60, N = 3944.3950.4960.5947.31. (CC) gcc options: -lm -ldl -rdynamic -shared -lSDL2 -O2 -pipe -fomit-frame-pointer -std=gnu99 -fno-strict-aliasing -fwrapv -fvisibility=hidden -MMD -mfpmath=sse -fPIC
OpenBenchmarking.orgFrames Per Second, More Is Betteryquake2 7.45Renderer: OpenGL 3.x - Resolution: 1920 x 1080Default KernelExtra RunLinux 5.10.4Linux 5.11-rc12004006008001000Min: 930.8 / Avg: 944.33 / Max: 954.7Min: 941.9 / Avg: 950.43 / Max: 954.7Min: 956.1 / Avg: 960.47 / Max: 963.4Min: 936.3 / Avg: 947.27 / Max: 966.41. (CC) gcc options: -lm -ldl -rdynamic -shared -lSDL2 -O2 -pipe -fomit-frame-pointer -std=gnu99 -fno-strict-aliasing -fwrapv -fvisibility=hidden -MMD -mfpmath=sse -fPIC

OpenBenchmarking.orgFrames Per Second, More Is Betteryquake2 7.45Renderer: Software CPU - Resolution: 1920 x 1080Default KernelExtra RunLinux 5.10.4Linux 5.11-rc120406080100SE +/- 0.52, N = 3SE +/- 0.24, N = 3SE +/- 0.27, N = 3SE +/- 0.29, N = 385.487.388.288.61. (CC) gcc options: -lm -ldl -rdynamic -shared -lSDL2 -O2 -pipe -fomit-frame-pointer -std=gnu99 -fno-strict-aliasing -fwrapv -fvisibility=hidden -MMD -mfpmath=sse -fPIC
OpenBenchmarking.orgFrames Per Second, More Is Betteryquake2 7.45Renderer: Software CPU - Resolution: 1920 x 1080Default KernelExtra RunLinux 5.10.4Linux 5.11-rc120406080100Min: 84.4 / Avg: 85.43 / Max: 86.1Min: 86.8 / Avg: 87.27 / Max: 87.6Min: 87.7 / Avg: 88.23 / Max: 88.6Min: 88.1 / Avg: 88.6 / Max: 89.11. (CC) gcc options: -lm -ldl -rdynamic -shared -lSDL2 -O2 -pipe -fomit-frame-pointer -std=gnu99 -fno-strict-aliasing -fwrapv -fvisibility=hidden -MMD -mfpmath=sse -fPIC

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: 1280 x 1024Default KernelExtra RunLinux 5.10.4Linux 5.11-rc1140028004200560070006038657865426587

OpenBenchmarking.orgScore, More Is BetterGLmark2 2020.04Resolution: 1920 x 1080Default KernelExtra RunLinux 5.10.4Linux 5.11-rc1100020003000400050004432473747224755

VKMark

VKMark is a collection of Vulkan tests/benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgVKMark Score, More Is BetterVKMark 2020-05-21Resolution: 1280 x 1024Default KernelExtra RunLinux 5.10.4Linux 5.11-rc114002800420056007000SE +/- 3.28, N = 3SE +/- 7.00, N = 3SE +/- 13.48, N = 3SE +/- 8.41, N = 361846428635064261. (CXX) g++ options: -pthread -ldl -pipe -std=c++14 -MD -MQ -MF
OpenBenchmarking.orgVKMark Score, More Is BetterVKMark 2020-05-21Resolution: 1280 x 1024Default KernelExtra RunLinux 5.10.4Linux 5.11-rc111002200330044005500Min: 6179 / Avg: 6183.67 / Max: 6190Min: 6415 / Avg: 6428 / Max: 6439Min: 6329 / Avg: 6349.67 / Max: 6375Min: 6416 / Avg: 6426.33 / Max: 64431. (CXX) g++ options: -pthread -ldl -pipe -std=c++14 -MD -MQ -MF

OpenBenchmarking.orgVKMark Score, More Is BetterVKMark 2020-05-21Resolution: 1920 x 1080Default KernelExtra RunLinux 5.10.4Linux 5.11-rc110002000300040005000SE +/- 4.93, N = 3SE +/- 4.98, N = 3SE +/- 3.71, N = 3SE +/- 3.61, N = 346644824473248271. (CXX) g++ options: -pthread -ldl -pipe -std=c++14 -MD -MQ -MF
OpenBenchmarking.orgVKMark Score, More Is BetterVKMark 2020-05-21Resolution: 1920 x 1080Default KernelExtra RunLinux 5.10.4Linux 5.11-rc18001600240032004000Min: 4656 / Avg: 4664 / Max: 4673Min: 4816 / Avg: 4823.67 / Max: 4833Min: 4727 / Avg: 4731.67 / Max: 4739Min: 4820 / Avg: 4827 / Max: 48321. (CXX) g++ options: -pthread -ldl -pipe -std=c++14 -MD -MQ -MF

WireGuard + Linux Networking Stack Stress Test

This is a benchmark of the WireGuard secure VPN tunnel and Linux networking stack stress test. The test runs on the local host but does require root permissions to run. The way it works is it creates three namespaces. ns0 has a loopback device. ns1 and ns2 each have wireguard devices. Those two wireguard devices send traffic through the loopback device of ns0. The end result of this is that tests wind up testing encryption and decryption at the same time -- a pretty CPU and scheduler-heavy workflow. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterWireGuard + Linux Networking Stack Stress TestDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc170140210280350SE +/- 1.15, N = 3SE +/- 1.73, N = 3SE +/- 3.52, N = 3SE +/- 0.88, N = 3300.19308.78308.47308.38
OpenBenchmarking.orgSeconds, Fewer Is BetterWireGuard + Linux Networking Stack Stress TestDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc160120180240300Min: 298.6 / Avg: 300.19 / Max: 302.43Min: 305.96 / Avg: 308.78 / Max: 311.94Min: 302.31 / Avg: 308.47 / Max: 314.5Min: 306.74 / Avg: 308.38 / Max: 309.78

CLOMP

CLOMP is the C version of the Livermore OpenMP benchmark developed to measure OpenMP overheads and other performance impacts due to threading in order to influence future system designs. This particular test profile configuration is currently set to look at the OpenMP static schedule speed-up across all available CPU cores using the recommended test configuration. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSpeedup, More Is BetterCLOMP 1.2Static OMP SpeedupDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc13691215SE +/- 0.09, N = 4SE +/- 0.07, N = 3SE +/- 0.11, N = 15SE +/- 0.12, N = 37.85.59.39.11. (CC) gcc options: -fopenmp -O3 -lm
OpenBenchmarking.orgSpeedup, More Is BetterCLOMP 1.2Static OMP SpeedupDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc13691215Min: 7.6 / Avg: 7.83 / Max: 8Min: 5.4 / Avg: 5.47 / Max: 5.6Min: 8.7 / Avg: 9.35 / Max: 10Min: 8.9 / Avg: 9.1 / Max: 9.31. (CC) gcc options: -fopenmp -O3 -lm

Polyhedron Fortran Benchmarks

The Fortran.uk Polyhedron Fortran Benchmarks for comparing Fortran compiler performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterPolyhedron Fortran BenchmarksBenchmark: acDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc12468107.747.107.107.10

OpenBenchmarking.orgSeconds, Fewer Is BetterPolyhedron Fortran BenchmarksBenchmark: airDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc10.40050.8011.20151.6022.00251.781.641.661.64

OpenBenchmarking.orgSeconds, Fewer Is BetterPolyhedron Fortran BenchmarksBenchmark: mdbxDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc11.3232.6463.9695.2926.6155.885.415.425.39

OpenBenchmarking.orgSeconds, Fewer Is BetterPolyhedron Fortran BenchmarksBenchmark: doducDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc136912159.348.588.618.59

OpenBenchmarking.orgSeconds, Fewer Is BetterPolyhedron Fortran BenchmarksBenchmark: linpkDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc11.08232.16463.24694.32925.41154.814.744.734.72

OpenBenchmarking.orgSeconds, Fewer Is BetterPolyhedron Fortran BenchmarksBenchmark: tfft2Default KernelExtra RunLinux 5.10.4Linux 5.11-rc171421283525.0923.8929.0229.22

OpenBenchmarking.orgSeconds, Fewer Is BetterPolyhedron Fortran BenchmarksBenchmark: aermodDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc12468107.586.997.097.01

OpenBenchmarking.orgSeconds, Fewer Is BetterPolyhedron Fortran BenchmarksBenchmark: rnflowDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc14812162016.7715.4315.6515.55

OpenBenchmarking.orgSeconds, Fewer Is BetterPolyhedron Fortran BenchmarksBenchmark: induct2Default KernelExtra RunLinux 5.10.4Linux 5.11-rc161218243025.1623.1423.1523.13

OpenBenchmarking.orgSeconds, Fewer Is BetterPolyhedron Fortran BenchmarksBenchmark: proteinDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc14812162017.0215.6515.6515.65

OpenBenchmarking.orgSeconds, Fewer Is BetterPolyhedron Fortran BenchmarksBenchmark: capacitaDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc14812162016.1814.8716.2416.20

OpenBenchmarking.orgSeconds, Fewer Is BetterPolyhedron Fortran BenchmarksBenchmark: channel2Default KernelExtra RunLinux 5.10.4Linux 5.11-rc1132639526559.5158.6658.2158.21

OpenBenchmarking.orgSeconds, Fewer Is BetterPolyhedron Fortran BenchmarksBenchmark: fatigue2Default KernelExtra RunLinux 5.10.4Linux 5.11-rc1142842567063.3258.2258.1558.15

OpenBenchmarking.orgSeconds, Fewer Is BetterPolyhedron Fortran BenchmarksBenchmark: gas_dyn2Default KernelExtra RunLinux 5.10.4Linux 5.11-rc1142842567061.7359.3759.1559.08

OpenBenchmarking.orgSeconds, Fewer Is BetterPolyhedron Fortran BenchmarksBenchmark: test_fpu2Default KernelExtra RunLinux 5.10.4Linux 5.11-rc191827364537.1034.9234.2434.31

OpenBenchmarking.orgSeconds, Fewer Is BetterPolyhedron Fortran BenchmarksBenchmark: mp_prop_designDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc12040608010074.8768.8668.8868.93

Timed HMMer Search

This test searches through the Pfam database of profile hidden markov models. The search finds the domain structure of Drosophila Sevenless protein. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed HMMer Search 3.3.1Pfam Database SearchDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc1306090120150SE +/- 0.27, N = 3SE +/- 0.27, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 3151.89128.04128.73127.071. (CC) gcc options: -O3 -pthread -lhmmer -leasel -lm
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed HMMer Search 3.3.1Pfam Database SearchDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc1306090120150Min: 151.43 / Avg: 151.89 / Max: 152.38Min: 127.77 / Avg: 128.04 / Max: 128.58Min: 128.71 / Avg: 128.73 / Max: 128.77Min: 127 / Avg: 127.07 / Max: 127.141. (CC) gcc options: -O3 -pthread -lhmmer -leasel -lm

Timed MAFFT Alignment

This test performs an alignment of 100 pyruvate decarboxylase sequences. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed MAFFT Alignment 7.471Multiple Sequence Alignment - LSU RNADefault KernelExtra RunLinux 5.10.4Linux 5.11-rc148121620SE +/- 0.06, N = 3SE +/- 0.13, N = 3SE +/- 0.10, N = 3SE +/- 0.20, N = 314.5615.3514.6015.251. (CC) gcc options: -std=c99 -O3 -lm -lpthread
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed MAFFT Alignment 7.471Multiple Sequence Alignment - LSU RNADefault KernelExtra RunLinux 5.10.4Linux 5.11-rc148121620Min: 14.47 / Avg: 14.56 / Max: 14.69Min: 15.14 / Avg: 15.35 / Max: 15.59Min: 14.47 / Avg: 14.6 / Max: 14.79Min: 15.04 / Avg: 15.25 / Max: 15.661. (CC) gcc options: -std=c99 -O3 -lm -lpthread

LAMMPS Molecular Dynamics Simulator

LAMMPS is a classical molecular dynamics code, and an acronym for Large-scale Atomic/Molecular Massively Parallel Simulator. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 29Oct2020Model: Rhodopsin ProteinDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc11.07152.1433.21454.2865.3575SE +/- 0.098, N = 15SE +/- 0.027, N = 3SE +/- 0.014, N = 3SE +/- 0.012, N = 34.3114.6664.7204.7621. (CXX) g++ options: -O3 -pthread -lm
OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 29Oct2020Model: Rhodopsin ProteinDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc1246810Min: 3.33 / Avg: 4.31 / Max: 4.65Min: 4.62 / Avg: 4.67 / Max: 4.71Min: 4.69 / Avg: 4.72 / Max: 4.74Min: 4.74 / Avg: 4.76 / Max: 4.781. (CXX) g++ options: -O3 -pthread -lm

WebP Image Encode

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

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: DefaultDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc10.39920.79841.19761.59681.996SE +/- 0.008, N = 3SE +/- 0.014, N = 3SE +/- 0.011, N = 3SE +/- 0.001, N = 31.7741.6421.6391.6321. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16
OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: DefaultDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc1246810Min: 1.76 / Avg: 1.77 / Max: 1.79Min: 1.63 / Avg: 1.64 / Max: 1.67Min: 1.63 / Avg: 1.64 / Max: 1.66Min: 1.63 / Avg: 1.63 / Max: 1.631. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100Default KernelExtra RunLinux 5.10.4Linux 5.11-rc10.6371.2741.9112.5483.185SE +/- 0.034, N = 3SE +/- 0.002, N = 3SE +/- 0.009, N = 3SE +/- 0.006, N = 32.8312.5752.5752.5681. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16
OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100Default KernelExtra RunLinux 5.10.4Linux 5.11-rc1246810Min: 2.77 / Avg: 2.83 / Max: 2.89Min: 2.57 / Avg: 2.58 / Max: 2.58Min: 2.56 / Avg: 2.58 / Max: 2.59Min: 2.56 / Avg: 2.57 / Max: 2.581. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, LosslessDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc1612182430SE +/- 0.26, N = 3SE +/- 0.21, N = 7SE +/- 0.10, N = 3SE +/- 0.19, N = 324.4622.4522.5022.161. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16
OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, LosslessDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc1612182430Min: 23.98 / Avg: 24.46 / Max: 24.86Min: 22 / Avg: 22.45 / Max: 23.63Min: 22.32 / Avg: 22.5 / Max: 22.65Min: 21.91 / Avg: 22.16 / Max: 22.531. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, Highest CompressionDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc13691215SE +/- 0.033, N = 3SE +/- 0.002, N = 3SE +/- 0.094, N = 5SE +/- 0.008, N = 39.4788.7658.8728.7561. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16
OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, Highest CompressionDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc13691215Min: 9.42 / Avg: 9.48 / Max: 9.54Min: 8.76 / Avg: 8.77 / Max: 8.77Min: 8.74 / Avg: 8.87 / Max: 9.24Min: 8.74 / Avg: 8.76 / Max: 8.771. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, Lossless, Highest CompressionDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc11122334455SE +/- 0.27, N = 3SE +/- 0.35, N = 10SE +/- 0.02, N = 3SE +/- 0.15, N = 350.8945.2844.8545.161. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16
OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, Lossless, Highest CompressionDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc11020304050Min: 50.38 / Avg: 50.89 / Max: 51.28Min: 44.42 / Avg: 45.28 / Max: 48.23Min: 44.83 / Avg: 44.85 / Max: 44.89Min: 44.9 / Avg: 45.16 / Max: 45.421. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16

simdjson

This is a benchmark of SIMDJSON, a high performance JSON parser. SIMDJSON aims to be the fastest JSON parser and is used by projects like Microsoft FishStore, Yandex ClickHouse, Shopify, and others. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 0.7.1Throughput Test: KostyaDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc10.08780.17560.26340.35120.439SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 30.360.390.390.391. (CXX) g++ options: -O3 -pthread
OpenBenchmarking.orgGB/s, More Is Bettersimdjson 0.7.1Throughput Test: KostyaDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc112345Min: 0.36 / Avg: 0.36 / Max: 0.36Min: 0.39 / Avg: 0.39 / Max: 0.39Min: 0.39 / Avg: 0.39 / Max: 0.39Min: 0.39 / Avg: 0.39 / Max: 0.391. (CXX) g++ options: -O3 -pthread

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 0.7.1Throughput Test: LargeRandomDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc10.07880.15760.23640.31520.394SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 30.330.350.350.351. (CXX) g++ options: -O3 -pthread
OpenBenchmarking.orgGB/s, More Is Bettersimdjson 0.7.1Throughput Test: LargeRandomDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc112345Min: 0.33 / Avg: 0.33 / Max: 0.33Min: 0.34 / Avg: 0.35 / Max: 0.35Min: 0.35 / Avg: 0.35 / Max: 0.35Min: 0.35 / Avg: 0.35 / Max: 0.351. (CXX) g++ options: -O3 -pthread

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 0.7.1Throughput Test: PartialTweetsDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc10.10130.20260.30390.40520.5065SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 30.450.450.450.451. (CXX) g++ options: -O3 -pthread
OpenBenchmarking.orgGB/s, More Is Bettersimdjson 0.7.1Throughput Test: PartialTweetsDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc112345Min: 0.45 / Avg: 0.45 / Max: 0.45Min: 0.45 / Avg: 0.45 / Max: 0.46Min: 0.45 / Avg: 0.45 / Max: 0.45Min: 0.45 / Avg: 0.45 / Max: 0.461. (CXX) g++ options: -O3 -pthread

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 0.7.1Throughput Test: DistinctUserIDDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc10.10350.2070.31050.4140.5175SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 30.460.460.460.461. (CXX) g++ options: -O3 -pthread
OpenBenchmarking.orgGB/s, More Is Bettersimdjson 0.7.1Throughput Test: DistinctUserIDDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc112345Min: 0.46 / Avg: 0.46 / Max: 0.46Min: 0.46 / Avg: 0.46 / Max: 0.46Min: 0.46 / Avg: 0.46 / Max: 0.46Min: 0.46 / Avg: 0.46 / Max: 0.461. (CXX) g++ options: -O3 -pthread

LZ4 Compression

This test measures the time needed to compress/decompress a sample file (an Ubuntu ISO) using LZ4 compression. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 1 - Compression SpeedDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc116003200480064008000SE +/- 73.87, N = 3SE +/- 8.86, N = 3SE +/- 92.18, N = 3SE +/- 46.06, N = 37192.297331.717525.637572.231. (CC) gcc options: -O3
OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 1 - Compression SpeedDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc113002600390052006500Min: 7087.4 / Avg: 7192.29 / Max: 7334.85Min: 7314.38 / Avg: 7331.71 / Max: 7343.58Min: 7363.7 / Avg: 7525.63 / Max: 7682.93Min: 7480.69 / Avg: 7572.23 / Max: 7626.851. (CC) gcc options: -O3

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 1 - Decompression SpeedDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc12K4K6K8K10KSE +/- 55.92, N = 3SE +/- 14.23, N = 3SE +/- 9.29, N = 3SE +/- 40.00, N = 38129.28302.48560.18592.31. (CC) gcc options: -O3
OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 1 - Decompression SpeedDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc115003000450060007500Min: 8028.9 / Avg: 8129.2 / Max: 8222.2Min: 8278 / Avg: 8302.37 / Max: 8327.3Min: 8550.1 / Avg: 8560.13 / Max: 8578.7Min: 8528.5 / Avg: 8592.3 / Max: 86661. (CC) gcc options: -O3

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 3 - Compression SpeedDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc1918273645SE +/- 0.26, N = 3SE +/- 0.01, N = 3SE +/- 0.15, N = 3SE +/- 0.01, N = 336.9439.9540.0140.031. (CC) gcc options: -O3
OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 3 - Compression SpeedDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc1816243240Min: 36.43 / Avg: 36.94 / Max: 37.27Min: 39.93 / Avg: 39.95 / Max: 39.96Min: 39.8 / Avg: 40.01 / Max: 40.29Min: 40.01 / Avg: 40.03 / Max: 40.051. (CC) gcc options: -O3

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 3 - Decompression SpeedDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc12K4K6K8K10KSE +/- 5.10, N = 3SE +/- 17.28, N = 3SE +/- 14.26, N = 3SE +/- 16.93, N = 37835.57931.77899.37906.81. (CC) gcc options: -O3
OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 3 - Decompression SpeedDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc114002800420056007000Min: 7825.7 / Avg: 7835.53 / Max: 7842.8Min: 7903.1 / Avg: 7931.67 / Max: 7962.8Min: 7874.7 / Avg: 7899.33 / Max: 7924.1Min: 7883.5 / Avg: 7906.77 / Max: 7939.71. (CC) gcc options: -O3

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 9 - Compression SpeedDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc1918273645SE +/- 0.41, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.08, N = 336.0339.2539.1939.361. (CC) gcc options: -O3
OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 9 - Compression SpeedDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc1816243240Min: 35.29 / Avg: 36.03 / Max: 36.7Min: 39.21 / Avg: 39.25 / Max: 39.32Min: 39.15 / Avg: 39.19 / Max: 39.22Min: 39.27 / Avg: 39.36 / Max: 39.511. (CC) gcc options: -O3

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 9 - Decompression SpeedDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc12K4K6K8K10KSE +/- 8.31, N = 3SE +/- 7.83, N = 3SE +/- 8.68, N = 3SE +/- 13.60, N = 37828.57932.87895.57920.91. (CC) gcc options: -O3
OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 9 - Decompression SpeedDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc114002800420056007000Min: 7814.1 / Avg: 7828.53 / Max: 7842.9Min: 7920.8 / Avg: 7932.77 / Max: 7947.5Min: 7884.5 / Avg: 7895.47 / Max: 7912.6Min: 7907.2 / Avg: 7920.9 / Max: 7948.11. (CC) gcc options: -O3

Zstd Compression

This test measures the time needed to compress a sample file (an Ubuntu ISO) using Zstd compression. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.5Compression Level: 3Default KernelExtra RunLinux 5.10.4Linux 5.11-rc16001200180024003000SE +/- 14.17, N = 3SE +/- 10.95, N = 3SE +/- 7.47, N = 3SE +/- 6.18, N = 32849.02890.82838.62872.01. (CC) gcc options: -O3 -pthread -lz
OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.5Compression Level: 3Default KernelExtra RunLinux 5.10.4Linux 5.11-rc15001000150020002500Min: 2825.7 / Avg: 2848.97 / Max: 2874.6Min: 2870.2 / Avg: 2890.83 / Max: 2907.5Min: 2828.9 / Avg: 2838.6 / Max: 2853.3Min: 2859.7 / Avg: 2872.03 / Max: 2878.91. (CC) gcc options: -O3 -pthread -lz

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.5Compression Level: 19Default KernelExtra RunLinux 5.10.4Linux 5.11-rc1612182430SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 322.522.822.923.01. (CC) gcc options: -O3 -pthread -lz
OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.5Compression Level: 19Default KernelExtra RunLinux 5.10.4Linux 5.11-rc1510152025Min: 22.5 / Avg: 22.5 / Max: 22.5Min: 22.8 / Avg: 22.8 / Max: 22.8Min: 22.9 / Avg: 22.9 / Max: 22.9Min: 22.9 / Avg: 22.97 / Max: 231. (CC) gcc options: -O3 -pthread -lz

oneDNN

This is a test of the Intel oneDNN as an Intel-optimized library for Deep Neural Networks and making use of its built-in benchdnn functionality. The result is the total perf time reported. Intel oneDNN was formerly known as DNNL (Deep Neural Network Library) and MKL-DNN before being rebranded as part of the Intel oneAPI initiative. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: IP Shapes 1D - Data Type: f32 - Engine: CPUDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc13691215SE +/- 0.06535, N = 3SE +/- 0.01462, N = 3SE +/- 0.12964, N = 3SE +/- 0.04049, N = 39.349278.826799.804609.49354MIN: 8.51MIN: 8.47MIN: 9.16MIN: 91. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: IP Shapes 1D - Data Type: f32 - Engine: CPUDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc13691215Min: 9.24 / Avg: 9.35 / Max: 9.46Min: 8.8 / Avg: 8.83 / Max: 8.85Min: 9.65 / Avg: 9.8 / Max: 10.06Min: 9.42 / Avg: 9.49 / Max: 9.561. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: IP Shapes 3D - Data Type: f32 - Engine: CPUDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc13691215SE +/- 0.03621, N = 3SE +/- 0.01547, N = 3SE +/- 0.02920, N = 3SE +/- 0.01700, N = 311.5673012.245108.810628.61372MIN: 10.87MIN: 11.98MIN: 8.51MIN: 8.271. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: IP Shapes 3D - Data Type: f32 - Engine: CPUDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc148121620Min: 11.5 / Avg: 11.57 / Max: 11.61Min: 12.22 / Avg: 12.25 / Max: 12.27Min: 8.77 / Avg: 8.81 / Max: 8.87Min: 8.58 / Avg: 8.61 / Max: 8.641. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: IP Shapes 1D - Data Type: u8s8f32 - Engine: CPUDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc1246810SE +/- 0.00187, N = 3SE +/- 0.01395, N = 3SE +/- 0.03024, N = 3SE +/- 0.04602, N = 37.031976.741756.859756.92207MIN: 6.48MIN: 6.55MIN: 6.65MIN: 6.71. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: IP Shapes 1D - Data Type: u8s8f32 - Engine: CPUDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc13691215Min: 7.03 / Avg: 7.03 / Max: 7.04Min: 6.72 / Avg: 6.74 / Max: 6.77Min: 6.83 / Avg: 6.86 / Max: 6.92Min: 6.85 / Avg: 6.92 / Max: 7.011. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: IP Shapes 3D - Data Type: u8s8f32 - Engine: CPUDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc10.6621.3241.9862.6483.31SE +/- 0.01399, N = 3SE +/- 0.00108, N = 3SE +/- 0.02712, N = 3SE +/- 0.03607, N = 32.942032.684872.878652.70498MIN: 2.51MIN: 2.5MIN: 2.53MIN: 2.431. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: IP Shapes 3D - Data Type: u8s8f32 - Engine: CPUDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc1246810Min: 2.92 / Avg: 2.94 / Max: 2.96Min: 2.68 / Avg: 2.68 / Max: 2.69Min: 2.83 / Avg: 2.88 / Max: 2.93Min: 2.65 / Avg: 2.7 / Max: 2.771. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Convolution Batch Shapes Auto - Data Type: f32 - Engine: CPUDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc1510152025SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.10, N = 3SE +/- 0.13, N = 322.7922.0221.0521.09MIN: 21.5MIN: 21.71MIN: 20.7MIN: 20.581. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Convolution Batch Shapes Auto - Data Type: f32 - Engine: CPUDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc1510152025Min: 22.75 / Avg: 22.79 / Max: 22.82Min: 22.01 / Avg: 22.02 / Max: 22.03Min: 20.86 / Avg: 21.05 / Max: 21.18Min: 20.83 / Avg: 21.09 / Max: 21.221. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Deconvolution Batch shapes_1d - Data Type: f32 - Engine: CPUDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc13691215SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.12, N = 15SE +/- 0.16, N = 1511.3811.0612.6412.42MIN: 10.79MIN: 10.83MIN: 11.31MIN: 11.071. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Deconvolution Batch shapes_1d - Data Type: f32 - Engine: CPUDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc148121620Min: 11.31 / Avg: 11.38 / Max: 11.49Min: 11.02 / Avg: 11.06 / Max: 11.08Min: 11.65 / Avg: 12.64 / Max: 13.4Min: 11.37 / Avg: 12.42 / Max: 13.521. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Deconvolution Batch shapes_3d - Data Type: f32 - Engine: CPUDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc148121620SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.07, N = 3SE +/- 0.01, N = 317.0016.9417.3817.41MIN: 16.89MIN: 16.86MIN: 17.2MIN: 17.331. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Deconvolution Batch shapes_3d - Data Type: f32 - Engine: CPUDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc148121620Min: 17 / Avg: 17 / Max: 17Min: 16.93 / Avg: 16.94 / Max: 16.96Min: 17.3 / Avg: 17.38 / Max: 17.51Min: 17.39 / Avg: 17.41 / Max: 17.421. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Convolution Batch Shapes Auto - Data Type: u8s8f32 - Engine: CPUDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc1612182430SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 323.8322.4320.9920.87MIN: 22.68MIN: 22.14MIN: 20.72MIN: 20.571. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Convolution Batch Shapes Auto - Data Type: u8s8f32 - Engine: CPUDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc1612182430Min: 23.8 / Avg: 23.83 / Max: 23.84Min: 22.4 / Avg: 22.43 / Max: 22.47Min: 20.94 / Avg: 20.99 / Max: 21.03Min: 20.8 / Avg: 20.87 / Max: 20.931. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Deconvolution Batch shapes_1d - Data Type: u8s8f32 - Engine: CPUDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc148121620SE +/- 0.41, N = 15SE +/- 0.33, N = 15SE +/- 0.30, N = 15SE +/- 0.33, N = 1514.7814.3514.3114.45MIN: 12.9MIN: 12.92MIN: 13MIN: 12.951. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Deconvolution Batch shapes_1d - Data Type: u8s8f32 - Engine: CPUDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc148121620Min: 13.46 / Avg: 14.78 / Max: 17.08Min: 13.13 / Avg: 14.35 / Max: 16.36Min: 13.24 / Avg: 14.31 / Max: 16.1Min: 13.16 / Avg: 14.45 / Max: 16.421. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Deconvolution Batch shapes_3d - Data Type: u8s8f32 - Engine: CPUDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc13691215SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 313.3413.2513.2413.21MIN: 12.96MIN: 12.91MIN: 12.87MIN: 12.851. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Deconvolution Batch shapes_3d - Data Type: u8s8f32 - Engine: CPUDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc148121620Min: 13.34 / Avg: 13.34 / Max: 13.34Min: 13.23 / Avg: 13.25 / Max: 13.28Min: 13.21 / Avg: 13.24 / Max: 13.26Min: 13.18 / Avg: 13.21 / Max: 13.231. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Recurrent Neural Network Training - Data Type: f32 - Engine: CPUDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc12K4K6K8K10KSE +/- 9.60, N = 3SE +/- 27.70, N = 3SE +/- 14.45, N = 3SE +/- 17.59, N = 39027.638565.478564.548540.48MIN: 8975.45MIN: 8490.11MIN: 8529.89MIN: 8490.771. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Recurrent Neural Network Training - Data Type: f32 - Engine: CPUDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc116003200480064008000Min: 9009.65 / Avg: 9027.63 / Max: 9042.44Min: 8510.29 / Avg: 8565.47 / Max: 8597.31Min: 8544.13 / Avg: 8564.54 / Max: 8592.46Min: 8518.57 / Avg: 8540.48 / Max: 8575.281. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Recurrent Neural Network Inference - Data Type: f32 - Engine: CPUDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc110002000300040005000SE +/- 20.61, N = 3SE +/- 14.44, N = 3SE +/- 7.62, N = 3SE +/- 8.44, N = 34742.114526.544497.064486.34MIN: 4659.09MIN: 4484.59MIN: 4465.18MIN: 4457.531. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Recurrent Neural Network Inference - Data Type: f32 - Engine: CPUDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc18001600240032004000Min: 4702.32 / Avg: 4742.11 / Max: 4771.32Min: 4497.8 / Avg: 4526.54 / Max: 4543.4Min: 4482.06 / Avg: 4497.06 / Max: 4506.9Min: 4469.46 / Avg: 4486.34 / Max: 4494.951. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Recurrent Neural Network Training - Data Type: u8s8f32 - Engine: CPUDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc12K4K6K8K10KSE +/- 23.24, N = 3SE +/- 9.73, N = 3SE +/- 15.87, N = 3SE +/- 17.36, N = 39028.508623.178575.958545.33MIN: 8965.57MIN: 8593.76MIN: 8526.04MIN: 8489.411. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Recurrent Neural Network Training - Data Type: u8s8f32 - Engine: CPUDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc116003200480064008000Min: 8998.4 / Avg: 9028.5 / Max: 9074.22Min: 8606.21 / Avg: 8623.17 / Max: 8639.92Min: 8544.37 / Avg: 8575.95 / Max: 8594.51Min: 8519.22 / Avg: 8545.33 / Max: 8578.211. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Recurrent Neural Network Inference - Data Type: u8s8f32 - Engine: CPUDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc110002000300040005000SE +/- 8.86, N = 3SE +/- 3.87, N = 3SE +/- 5.62, N = 3SE +/- 13.33, N = 34737.794542.134482.274468.08MIN: 4680.34MIN: 4523.71MIN: 4460.82MIN: 4427.821. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Recurrent Neural Network Inference - Data Type: u8s8f32 - Engine: CPUDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc18001600240032004000Min: 4720.16 / Avg: 4737.79 / Max: 4748.22Min: 4537.91 / Avg: 4542.13 / Max: 4549.87Min: 4473.52 / Avg: 4482.27 / Max: 4492.76Min: 4444.05 / Avg: 4468.08 / Max: 4490.11. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Matrix Multiply Batch Shapes Transformer - Data Type: f32 - Engine: CPUDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc11.19962.39923.59884.79845.998SE +/- 0.00649, N = 3SE +/- 0.00286, N = 3SE +/- 0.00670, N = 3SE +/- 0.00397, N = 35.331465.045354.241514.16855MIN: 4.84MIN: 4.94MIN: 4.14MIN: 4.061. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Matrix Multiply Batch Shapes Transformer - Data Type: f32 - Engine: CPUDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc1246810Min: 5.32 / Avg: 5.33 / Max: 5.34Min: 5.04 / Avg: 5.05 / Max: 5.05Min: 4.23 / Avg: 4.24 / Max: 4.25Min: 4.16 / Avg: 4.17 / Max: 4.171. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Recurrent Neural Network Training - Data Type: bf16bf16bf16 - Engine: CPUDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc12K4K6K8K10KSE +/- 4.57, N = 3SE +/- 5.81, N = 3SE +/- 9.21, N = 3SE +/- 10.93, N = 39002.538620.368588.648583.12MIN: 8960.78MIN: 8591.77MIN: 8557.28MIN: 8546.551. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Recurrent Neural Network Training - Data Type: bf16bf16bf16 - Engine: CPUDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc116003200480064008000Min: 8993.4 / Avg: 9002.53 / Max: 9007.34Min: 8609.53 / Avg: 8620.36 / Max: 8629.44Min: 8576.93 / Avg: 8588.64 / Max: 8606.82Min: 8570.25 / Avg: 8583.12 / Max: 8604.851. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Recurrent Neural Network Inference - Data Type: bf16bf16bf16 - Engine: CPUDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc110002000300040005000SE +/- 2.03, N = 3SE +/- 1.24, N = 3SE +/- 5.53, N = 3SE +/- 9.99, N = 34749.064536.854488.104470.71MIN: 4699.81MIN: 4527.83MIN: 4464.06MIN: 4441.331. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Recurrent Neural Network Inference - Data Type: bf16bf16bf16 - Engine: CPUDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc18001600240032004000Min: 4745.34 / Avg: 4749.06 / Max: 4752.33Min: 4535.09 / Avg: 4536.85 / Max: 4539.25Min: 4477.08 / Avg: 4488.1 / Max: 4494.37Min: 4452.75 / Avg: 4470.71 / Max: 4487.281. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Matrix Multiply Batch Shapes Transformer - Data Type: u8s8f32 - Engine: CPUDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc1246810SE +/- 0.07065, N = 5SE +/- 0.00975, N = 3SE +/- 0.05897, N = 15SE +/- 0.01520, N = 36.607536.235045.782485.87713MIN: 5.69MIN: 5.8MIN: 5.23MIN: 5.591. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Matrix Multiply Batch Shapes Transformer - Data Type: u8s8f32 - Engine: CPUDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc13691215Min: 6.33 / Avg: 6.61 / Max: 6.71Min: 6.22 / Avg: 6.24 / Max: 6.25Min: 5.32 / Avg: 5.78 / Max: 5.95Min: 5.85 / Avg: 5.88 / Max: 5.91. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

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: CrownDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc1246810SE +/- 0.0587, N = 3SE +/- 0.0138, N = 3SE +/- 0.0471, N = 3SE +/- 0.0326, N = 37.33127.47237.34977.4224MIN: 7.18 / MAX: 7.52MIN: 7.41 / MAX: 7.58MIN: 7.23 / MAX: 7.53MIN: 7.34 / MAX: 7.57
OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.9.0Binary: Pathtracer - Model: CrownDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc13691215Min: 7.22 / Avg: 7.33 / Max: 7.42Min: 7.44 / Avg: 7.47 / Max: 7.49Min: 7.26 / Avg: 7.35 / Max: 7.43Min: 7.38 / Avg: 7.42 / Max: 7.49

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.9.0Binary: Pathtracer ISPC - Model: CrownDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc1246810SE +/- 0.0323, N = 3SE +/- 0.0259, N = 3SE +/- 0.0390, N = 3SE +/- 0.0114, N = 36.76896.88986.79346.8458MIN: 6.67 / MAX: 6.9MIN: 6.81 / MAX: 7.02MIN: 6.68 / MAX: 6.95MIN: 6.79 / MAX: 6.96
OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.9.0Binary: Pathtracer ISPC - Model: CrownDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc13691215Min: 6.71 / Avg: 6.77 / Max: 6.81Min: 6.84 / Avg: 6.89 / Max: 6.92Min: 6.72 / Avg: 6.79 / Max: 6.83Min: 6.82 / Avg: 6.85 / Max: 6.86

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.9.0Binary: Pathtracer - Model: Asian DragonDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc1246810SE +/- 0.0725, N = 3SE +/- 0.0620, N = 3SE +/- 0.0500, N = 3SE +/- 0.0404, N = 38.39708.47718.51888.3775MIN: 8.23 / MAX: 8.61MIN: 8.36 / MAX: 8.66MIN: 8.4 / MAX: 8.7MIN: 8.3 / MAX: 8.55
OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.9.0Binary: Pathtracer - Model: Asian DragonDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc13691215Min: 8.29 / Avg: 8.4 / Max: 8.53Min: 8.39 / Avg: 8.48 / Max: 8.6Min: 8.43 / Avg: 8.52 / Max: 8.6Min: 8.33 / Avg: 8.38 / Max: 8.46

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.9.0Binary: Pathtracer - Model: Asian Dragon ObjDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc1246810SE +/- 0.0127, N = 3SE +/- 0.0131, N = 3SE +/- 0.0234, N = 3SE +/- 0.0090, N = 37.80147.84407.87227.8824MIN: 7.74 / MAX: 7.91MIN: 7.79 / MAX: 7.94MIN: 7.8 / MAX: 7.98MIN: 7.84 / MAX: 7.97
OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.9.0Binary: Pathtracer - Model: Asian Dragon ObjDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc13691215Min: 7.78 / Avg: 7.8 / Max: 7.82Min: 7.82 / Avg: 7.84 / Max: 7.86Min: 7.83 / Avg: 7.87 / Max: 7.91Min: 7.87 / Avg: 7.88 / Max: 7.9

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.9.0Binary: Pathtracer ISPC - Model: Asian DragonDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc1246810SE +/- 0.0448, N = 3SE +/- 0.0205, N = 3SE +/- 0.0788, N = 3SE +/- 0.0259, N = 37.97598.10858.17398.1022MIN: 7.86 / MAX: 8.15MIN: 8.04 / MAX: 8.26MIN: 8.02 / MAX: 8.44MIN: 8.03 / MAX: 8.26
OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.9.0Binary: Pathtracer ISPC - Model: Asian DragonDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc13691215Min: 7.89 / Avg: 7.98 / Max: 8.05Min: 8.08 / Avg: 8.11 / Max: 8.15Min: 8.06 / Avg: 8.17 / Max: 8.33Min: 8.06 / Avg: 8.1 / Max: 8.15

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.9.0Binary: Pathtracer ISPC - Model: Asian Dragon ObjDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc1246810SE +/- 0.0139, N = 3SE +/- 0.0310, N = 3SE +/- 0.0051, N = 3SE +/- 0.0109, N = 37.20637.21707.27027.2554MIN: 7.15 / MAX: 7.3MIN: 7.14 / MAX: 7.33MIN: 7.24 / MAX: 7.35MIN: 7.21 / MAX: 7.32
OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.9.0Binary: Pathtracer ISPC - Model: Asian Dragon ObjDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc13691215Min: 7.18 / Avg: 7.21 / Max: 7.23Min: 7.17 / Avg: 7.22 / Max: 7.27Min: 7.26 / Avg: 7.27 / Max: 7.28Min: 7.23 / Avg: 7.26 / Max: 7.27

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 0.4 AlphaSpeed: 1Default KernelExtra RunLinux 5.10.4Linux 5.11-rc10.05870.11740.17610.23480.2935SE +/- 0.001, N = 3SE +/- 0.001, N = 3SE +/- 0.001, N = 3SE +/- 0.001, N = 30.2560.2600.2610.259
OpenBenchmarking.orgFrames Per Second, More Is Betterrav1e 0.4 AlphaSpeed: 1Default KernelExtra RunLinux 5.10.4Linux 5.11-rc112345Min: 0.26 / Avg: 0.26 / Max: 0.26Min: 0.26 / Avg: 0.26 / Max: 0.26Min: 0.26 / Avg: 0.26 / Max: 0.26Min: 0.26 / Avg: 0.26 / Max: 0.26

OpenBenchmarking.orgFrames Per Second, More Is Betterrav1e 0.4 AlphaSpeed: 5Default KernelExtra RunLinux 5.10.4Linux 5.11-rc10.17530.35060.52590.70120.8765SE +/- 0.001, N = 3SE +/- 0.001, N = 3SE +/- 0.005, N = 3SE +/- 0.001, N = 30.7650.7740.7790.774
OpenBenchmarking.orgFrames Per Second, More Is Betterrav1e 0.4 AlphaSpeed: 5Default KernelExtra RunLinux 5.10.4Linux 5.11-rc1246810Min: 0.76 / Avg: 0.77 / Max: 0.77Min: 0.77 / Avg: 0.77 / Max: 0.78Min: 0.77 / Avg: 0.78 / Max: 0.79Min: 0.77 / Avg: 0.77 / Max: 0.78

OpenBenchmarking.orgFrames Per Second, More Is Betterrav1e 0.4 AlphaSpeed: 6Default KernelExtra RunLinux 5.10.4Linux 5.11-rc10.23130.46260.69390.92521.1565SE +/- 0.001, N = 3SE +/- 0.004, N = 3SE +/- 0.004, N = 3SE +/- 0.003, N = 31.0221.0281.0201.028
OpenBenchmarking.orgFrames Per Second, More Is Betterrav1e 0.4 AlphaSpeed: 6Default KernelExtra RunLinux 5.10.4Linux 5.11-rc1246810Min: 1.02 / Avg: 1.02 / Max: 1.02Min: 1.02 / Avg: 1.03 / Max: 1.04Min: 1.02 / Avg: 1.02 / Max: 1.03Min: 1.02 / Avg: 1.03 / Max: 1.03

OpenBenchmarking.orgFrames Per Second, More Is Betterrav1e 0.4 AlphaSpeed: 10Default KernelExtra RunLinux 5.10.4Linux 5.11-rc10.52851.0571.58552.1142.6425SE +/- 0.007, N = 3SE +/- 0.008, N = 3SE +/- 0.002, N = 3SE +/- 0.019, N = 32.3492.3182.3162.347
OpenBenchmarking.orgFrames Per Second, More Is Betterrav1e 0.4 AlphaSpeed: 10Default KernelExtra RunLinux 5.10.4Linux 5.11-rc1246810Min: 2.34 / Avg: 2.35 / Max: 2.36Min: 2.31 / Avg: 2.32 / Max: 2.33Min: 2.31 / Avg: 2.32 / Max: 2.32Min: 2.32 / Avg: 2.35 / Max: 2.38

Coremark

This is a test of EEMBC CoreMark processor benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgIterations/Sec, More Is BetterCoremark 1.0CoreMark Size 666 - Iterations Per SecondDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc160K120K180K240K300KSE +/- 1434.22, N = 3SE +/- 692.13, N = 3SE +/- 872.17, N = 3SE +/- 802.31, N = 3267555.23244170.01270279.69271886.251. (CC) gcc options: -O2 -lrt" -lrt
OpenBenchmarking.orgIterations/Sec, More Is BetterCoremark 1.0CoreMark Size 666 - Iterations Per SecondDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc150K100K150K200K250KMin: 265273.98 / Avg: 267555.23 / Max: 270201.81Min: 242902.69 / Avg: 244170.01 / Max: 245285.91Min: 269269.61 / Avg: 270279.69 / Max: 272016.32Min: 270281.68 / Avg: 271886.25 / Max: 272700.161. (CC) gcc options: -O2 -lrt" -lrt

Stockfish

This is a test of Stockfish, an advanced C++11 chess benchmark that can scale up to 128 CPU cores. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgNodes Per Second, More Is BetterStockfish 12Total TimeDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc13M6M9M12M15MSE +/- 170465.83, N = 3SE +/- 163642.21, N = 3SE +/- 168497.64, N = 3SE +/- 38144.94, N = 3133614571366402913559816138977591. (CXX) g++ options: -m64 -lpthread -fno-exceptions -std=c++17 -pedantic -O3 -msse -msse3 -mpopcnt -msse4.1 -mssse3 -msse2 -flto -flto=jobserver
OpenBenchmarking.orgNodes Per Second, More Is BetterStockfish 12Total TimeDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc12M4M6M8M10MMin: 13101996 / Avg: 13361457.33 / Max: 13682723Min: 13341871 / Avg: 13664028.67 / Max: 13875079Min: 13230986 / Avg: 13559815.67 / Max: 13788087Min: 13853639 / Avg: 13897759.33 / Max: 139737191. (CXX) g++ options: -m64 -lpthread -fno-exceptions -std=c++17 -pedantic -O3 -msse -msse3 -mpopcnt -msse4.1 -mssse3 -msse2 -flto -flto=jobserver

asmFish

This is a test of asmFish, an advanced chess benchmark written in Assembly. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgNodes/second, More Is BetterasmFish 2018-07-231024 Hash Memory, 26 DepthDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc14M8M12M16M20MSE +/- 237774.54, N = 3SE +/- 72987.59, N = 3SE +/- 76230.74, N = 3SE +/- 97740.42, N = 319306833199075861984074319661267
OpenBenchmarking.orgNodes/second, More Is BetterasmFish 2018-07-231024 Hash Memory, 26 DepthDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc13M6M9M12M15MMin: 18877888 / Avg: 19306833.33 / Max: 19699111Min: 19763469 / Avg: 19907586.33 / Max: 19999750Min: 19733463 / Avg: 19840743 / Max: 19988200Min: 19553676 / Avg: 19661267 / Max: 19856405

libavif avifenc

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

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.7.3Encoder Speed: 0Default KernelExtra RunLinux 5.10.4Linux 5.11-rc1306090120150SE +/- 1.72, N = 3SE +/- 0.35, N = 3SE +/- 0.38, N = 3SE +/- 0.15, N = 3131.14125.61126.03124.541. (CXX) g++ options: -O3 -fPIC
OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.7.3Encoder Speed: 0Default KernelExtra RunLinux 5.10.4Linux 5.11-rc120406080100Min: 128.97 / Avg: 131.14 / Max: 134.54Min: 124.94 / Avg: 125.61 / Max: 126.1Min: 125.48 / Avg: 126.03 / Max: 126.75Min: 124.29 / Avg: 124.54 / Max: 124.821. (CXX) g++ options: -O3 -fPIC

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.7.3Encoder Speed: 2Default KernelExtra RunLinux 5.10.4Linux 5.11-rc120406080100SE +/- 0.08, N = 3SE +/- 0.51, N = 3SE +/- 0.50, N = 3SE +/- 0.18, N = 376.6574.9674.6675.061. (CXX) g++ options: -O3 -fPIC
OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.7.3Encoder Speed: 2Default KernelExtra RunLinux 5.10.4Linux 5.11-rc11530456075Min: 76.52 / Avg: 76.65 / Max: 76.79Min: 74.44 / Avg: 74.96 / Max: 75.98Min: 73.84 / Avg: 74.66 / Max: 75.57Min: 74.75 / Avg: 75.06 / Max: 75.371. (CXX) g++ options: -O3 -fPIC

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.7.3Encoder Speed: 8Default KernelExtra RunLinux 5.10.4Linux 5.11-rc1246810SE +/- 0.031, N = 3SE +/- 0.010, N = 3SE +/- 0.018, N = 3SE +/- 0.006, N = 37.0486.6466.7006.6391. (CXX) g++ options: -O3 -fPIC
OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.7.3Encoder Speed: 8Default KernelExtra RunLinux 5.10.4Linux 5.11-rc13691215Min: 6.99 / Avg: 7.05 / Max: 7.1Min: 6.63 / Avg: 6.65 / Max: 6.66Min: 6.67 / Avg: 6.7 / Max: 6.73Min: 6.63 / Avg: 6.64 / Max: 6.651. (CXX) g++ options: -O3 -fPIC

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.7.3Encoder Speed: 10Default KernelExtra RunLinux 5.10.4Linux 5.11-rc1246810SE +/- 0.026, N = 3SE +/- 0.009, N = 3SE +/- 0.017, N = 3SE +/- 0.005, N = 36.6226.3126.3126.2841. (CXX) g++ options: -O3 -fPIC
OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.7.3Encoder Speed: 10Default KernelExtra RunLinux 5.10.4Linux 5.11-rc13691215Min: 6.6 / Avg: 6.62 / Max: 6.67Min: 6.3 / Avg: 6.31 / Max: 6.33Min: 6.28 / Avg: 6.31 / Max: 6.34Min: 6.28 / Avg: 6.28 / Max: 6.291. (CXX) g++ options: -O3 -fPIC

Timed FFmpeg Compilation

This test times how long it takes to build the FFmpeg multimedia library. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed FFmpeg Compilation 4.2.2Time To CompileDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc120406080100SE +/- 0.07, N = 3SE +/- 1.57, N = 15SE +/- 0.12, N = 3SE +/- 0.17, N = 385.7192.2683.8183.88
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed FFmpeg Compilation 4.2.2Time To CompileDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc120406080100Min: 85.61 / Avg: 85.71 / Max: 85.86Min: 84.71 / Avg: 92.26 / Max: 101.97Min: 83.61 / Avg: 83.81 / Max: 84.03Min: 83.71 / Avg: 83.88 / Max: 84.21

Timed Linux Kernel Compilation

This test times how long it takes to build the Linux kernel in a default configuration. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 5.4Time To CompileDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc1306090120150SE +/- 0.91, N = 3SE +/- 1.47, N = 3SE +/- 0.92, N = 3SE +/- 0.86, N = 3131.32131.30129.83129.68
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 5.4Time To CompileDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc120406080100Min: 130.25 / Avg: 131.32 / Max: 133.13Min: 129.75 / Avg: 131.3 / Max: 134.24Min: 128.85 / Avg: 129.82 / Max: 131.67Min: 128.61 / Avg: 129.68 / Max: 131.38

Timed LLVM Compilation

This test times how long it takes to build the LLVM compiler. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 10.0Time To CompileDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc12004006008001000SE +/- 0.68, N = 3SE +/- 3.69, N = 3SE +/- 0.83, N = 3SE +/- 3.21, N = 31057.631048.011044.461050.45
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 10.0Time To CompileDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc12004006008001000Min: 1056.3 / Avg: 1057.63 / Max: 1058.59Min: 1043.13 / Avg: 1048.01 / Max: 1055.25Min: 1043.16 / Avg: 1044.46 / Max: 1045.99Min: 1044.74 / Avg: 1050.45 / Max: 1055.84

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 CompileDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc150100150200250SE +/- 1.02, N = 3SE +/- 3.18, N = 3SE +/- 1.49, N = 3SE +/- 0.84, N = 3232.99235.53231.01231.54
OpenBenchmarking.orgSeconds, Fewer Is BetterBuild2 0.13Time To CompileDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc14080120160200Min: 231.7 / Avg: 232.99 / Max: 235.01Min: 232.28 / Avg: 235.53 / Max: 241.88Min: 229.29 / Avg: 231.01 / Max: 233.97Min: 230.24 / Avg: 231.53 / Max: 233.1

Numpy Benchmark

This is a test to obtain the general Numpy performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgScore, More Is BetterNumpy BenchmarkDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc160120180240300SE +/- 2.11, N = 3SE +/- 2.80, N = 3SE +/- 0.10, N = 3SE +/- 0.21, N = 3246.26261.63262.15262.75
OpenBenchmarking.orgScore, More Is BetterNumpy BenchmarkDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc150100150200250Min: 242.24 / Avg: 246.26 / Max: 249.37Min: 256.03 / Avg: 261.63 / Max: 264.64Min: 261.96 / Avg: 262.15 / Max: 262.32Min: 262.35 / Avg: 262.75 / Max: 263.05

Timed Eigen Compilation

This test times how long it takes to build all Eigen examples. The Eigen examples are compiled serially. Eigen is a C++ template library for linear algebra. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Eigen Compilation 3.3.9Time To CompileDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc1306090120150SE +/- 0.40, N = 3SE +/- 0.20, N = 3SE +/- 0.03, N = 3SE +/- 0.13, N = 3117.96107.89109.47107.16
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Eigen Compilation 3.3.9Time To CompileDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc120406080100Min: 117.29 / Avg: 117.96 / Max: 118.67Min: 107.5 / Avg: 107.89 / Max: 108.16Min: 109.42 / Avg: 109.47 / Max: 109.51Min: 107 / Avg: 107.16 / Max: 107.43

XZ Compression

This test measures the time needed to compress a sample file (an Ubuntu file-system image) using XZ compression. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterXZ Compression 5.2.4Compressing ubuntu-16.04.3-server-i386.img, Compression Level 9Default KernelExtra RunLinux 5.10.4Linux 5.11-rc11122334455SE +/- 0.30, N = 3SE +/- 0.07, N = 3SE +/- 0.08, N = 3SE +/- 0.12, N = 347.5746.1946.2146.091. (CC) gcc options: -pthread -fvisibility=hidden -O2
OpenBenchmarking.orgSeconds, Fewer Is BetterXZ Compression 5.2.4Compressing ubuntu-16.04.3-server-i386.img, Compression Level 9Default KernelExtra RunLinux 5.10.4Linux 5.11-rc11020304050Min: 47.15 / Avg: 47.57 / Max: 48.16Min: 46.05 / Avg: 46.19 / Max: 46.26Min: 46.08 / Avg: 46.21 / Max: 46.34Min: 45.91 / Avg: 46.08 / Max: 46.321. (CC) gcc options: -pthread -fvisibility=hidden -O2

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: CPUDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc120406080100SE +/- 0.16, N = 3SE +/- 1.33, N = 4SE +/- 0.78, N = 15SE +/- 0.94, N = 894.00106.29109.73108.33
OpenBenchmarking.orgSeconds, Fewer Is BetterDeepSpeech 0.6Acceleration: CPUDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc120406080100Min: 93.73 / Avg: 94 / Max: 94.27Min: 104.19 / Avg: 106.29 / Max: 110.18Min: 103.53 / Avg: 109.73 / Max: 112.6Min: 103.35 / Avg: 108.33 / Max: 110.59

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 APEDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc148121620SE +/- 0.07, N = 5SE +/- 0.04, N = 5SE +/- 0.04, N = 5SE +/- 0.02, N = 517.2115.7715.8415.821. (CXX) g++ options: -O3 -pedantic -rdynamic -lrt
OpenBenchmarking.orgSeconds, Fewer Is BetterMonkey Audio Encoding 3.99.6WAV To APEDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc148121620Min: 17.05 / Avg: 17.21 / Max: 17.43Min: 15.61 / Avg: 15.77 / Max: 15.88Min: 15.78 / Avg: 15.84 / Max: 15.96Min: 15.78 / Avg: 15.82 / Max: 15.911. (CXX) g++ options: -O3 -pedantic -rdynamic -lrt

FLAC Audio Encoding

This test times how long it takes to encode a sample WAV file to FLAC format five times. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterFLAC Audio Encoding 1.3.2WAV To FLACDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc13691215SE +/- 0.06, N = 5SE +/- 0.07, N = 25SE +/- 0.03, N = 5SE +/- 0.08, N = 511.5911.9810.7110.931. (CXX) g++ options: -O2 -fvisibility=hidden -logg -lm
OpenBenchmarking.orgSeconds, Fewer Is BetterFLAC Audio Encoding 1.3.2WAV To FLACDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc13691215Min: 11.44 / Avg: 11.59 / Max: 11.81Min: 11.54 / Avg: 11.98 / Max: 12.56Min: 10.6 / Avg: 10.71 / Max: 10.79Min: 10.77 / Avg: 10.93 / Max: 11.221. (CXX) g++ options: -O2 -fvisibility=hidden -logg -lm

LAME MP3 Encoding

LAME is an MP3 encoder licensed under the LGPL. This test measures the time required to encode a WAV file to MP3 format. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterLAME MP3 Encoding 3.100WAV To MP3Default KernelExtra RunLinux 5.10.4Linux 5.11-rc13691215SE +/- 0.054, N = 3SE +/- 0.064, N = 15SE +/- 0.005, N = 3SE +/- 0.014, N = 310.3709.7419.4909.4961. (CC) gcc options: -O3 -ffast-math -funroll-loops -fschedule-insns2 -fbranch-count-reg -fforce-addr -pipe -lm
OpenBenchmarking.orgSeconds, Fewer Is BetterLAME MP3 Encoding 3.100WAV To MP3Default KernelExtra RunLinux 5.10.4Linux 5.11-rc13691215Min: 10.29 / Avg: 10.37 / Max: 10.47Min: 9.49 / Avg: 9.74 / Max: 10.02Min: 9.48 / Avg: 9.49 / Max: 9.5Min: 9.47 / Avg: 9.5 / Max: 9.511. (CC) gcc options: -O3 -ffast-math -funroll-loops -fschedule-insns2 -fbranch-count-reg -fforce-addr -pipe -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 EncodeDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc13691215SE +/- 0.037, N = 5SE +/- 0.059, N = 25SE +/- 0.015, N = 5SE +/- 0.063, N = 129.5428.9718.7218.8271. (CXX) g++ options: -fvisibility=hidden -logg -lm
OpenBenchmarking.orgSeconds, Fewer Is BetterOpus Codec Encoding 1.3.1WAV To Opus EncodeDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc13691215Min: 9.45 / Avg: 9.54 / Max: 9.64Min: 8.7 / Avg: 8.97 / Max: 9.42Min: 8.7 / Avg: 8.72 / Max: 8.78Min: 8.71 / Avg: 8.83 / Max: 9.291. (CXX) g++ options: -fvisibility=hidden -logg -lm

eSpeak-NG Speech Engine

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

OpenBenchmarking.orgSeconds, Fewer Is BettereSpeak-NG Speech Engine 20200907Text-To-Speech SynthesisDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc1918273645SE +/- 0.24, N = 16SE +/- 0.51, N = 20SE +/- 0.54, N = 20SE +/- 0.38, N = 438.9139.8140.2738.421. (CC) gcc options: -O2 -std=c99
OpenBenchmarking.orgSeconds, Fewer Is BettereSpeak-NG Speech Engine 20200907Text-To-Speech SynthesisDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc1816243240Min: 37.3 / Avg: 38.91 / Max: 40.49Min: 35.31 / Avg: 39.81 / Max: 44.63Min: 37.72 / Avg: 40.27 / Max: 44.46Min: 37.66 / Avg: 38.42 / Max: 39.181. (CC) gcc options: -O2 -std=c99

RNNoise

RNNoise is a recurrent neural network for audio noise reduction developed by Mozilla and Xiph.Org. This test profile is a single-threaded test measuring the time to denoise a sample 26 minute long 16-bit RAW audio file using this recurrent neural network noise suppression library. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterRNNoise 2020-06-28Default KernelExtra RunLinux 5.10.4Linux 5.11-rc1612182430SE +/- 0.17, N = 3SE +/- 0.13, N = 3SE +/- 0.07, N = 3SE +/- 0.07, N = 324.1822.2322.1122.091. (CC) gcc options: -O2 -pedantic -fvisibility=hidden
OpenBenchmarking.orgSeconds, Fewer Is BetterRNNoise 2020-06-28Default KernelExtra RunLinux 5.10.4Linux 5.11-rc1612182430Min: 23.91 / Avg: 24.18 / Max: 24.5Min: 22.04 / Avg: 22.23 / Max: 22.48Min: 21.98 / Avg: 22.11 / Max: 22.22Min: 21.95 / Avg: 22.09 / Max: 22.181. (CC) gcc options: -O2 -pedantic -fvisibility=hidden

Node.js V8 Web Tooling Benchmark

Running the V8 project's Web-Tooling-Benchmark under Node.js. The Web-Tooling-Benchmark stresses JavaScript-related workloads common to web developers like Babel and TypeScript and Babylon. This test profile can test the system's JavaScript performance with Node.js. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgruns/s, More Is BetterNode.js V8 Web Tooling BenchmarkDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc1246810SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.07, N = 37.247.717.677.621. Nodejs v12.18.2
OpenBenchmarking.orgruns/s, More Is BetterNode.js V8 Web Tooling BenchmarkDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc13691215Min: 7.23 / Avg: 7.24 / Max: 7.26Min: 7.65 / Avg: 7.71 / Max: 7.76Min: 7.61 / Avg: 7.67 / Max: 7.72Min: 7.49 / Avg: 7.62 / Max: 7.711. Nodejs v12.18.2

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 BenchmarkDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc10.12130.24260.36390.48520.6065SE +/- 0.005, N = 3SE +/- 0.000, N = 3SE +/- 0.001, N = 3SE +/- 0.001, N = 30.5240.5260.5390.5351. (CXX) g++ options: -O3 -pthread -lrt -lpthread -lm
OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2020.3Water BenchmarkDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc1246810Min: 0.52 / Avg: 0.52 / Max: 0.53Min: 0.53 / Avg: 0.53 / Max: 0.53Min: 0.54 / Avg: 0.54 / Max: 0.54Min: 0.53 / Avg: 0.53 / Max: 0.541. (CXX) g++ options: -O3 -pthread -lrt -lpthread -lm

TensorFlow Lite

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

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: SqueezeNetDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc160K120K180K240K300KSE +/- 272.99, N = 3SE +/- 514.56, N = 3SE +/- 290.99, N = 3SE +/- 354.62, N = 3251499271377244504259645
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: SqueezeNetDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc150K100K150K200K250KMin: 251144 / Avg: 251499.33 / Max: 252036Min: 270348 / Avg: 271377 / Max: 271905Min: 244028 / Avg: 244504 / Max: 245032Min: 259246 / Avg: 259644.67 / Max: 260352

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception V4Default KernelExtra RunLinux 5.10.4Linux 5.11-rc1900K1800K2700K3600K4500KSE +/- 2124.36, N = 3SE +/- 1506.66, N = 3SE +/- 2619.34, N = 3SE +/- 912.82, N = 33649700408886735124303947703
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception V4Default KernelExtra RunLinux 5.10.4Linux 5.11-rc1700K1400K2100K2800K3500KMin: 3646130 / Avg: 3649700 / Max: 3653480Min: 4087070 / Avg: 4088866.67 / Max: 4091860Min: 3508490 / Avg: 3512430 / Max: 3517390Min: 3946370 / Avg: 3947703.33 / Max: 3949450

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: NASNet MobileDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc150K100K150K200K250KSE +/- 1532.37, N = 3SE +/- 327.89, N = 3SE +/- 207.90, N = 3SE +/- 1205.42, N = 3223426244300208952239203
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: NASNet MobileDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc140K80K120K160K200KMin: 221478 / Avg: 223426 / Max: 226449Min: 243908 / Avg: 244299.67 / Max: 244951Min: 208537 / Avg: 208952.33 / Max: 209177Min: 236841 / Avg: 239202.67 / Max: 240803

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet FloatDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc140K80K120K160K200KSE +/- 82.73, N = 3SE +/- 68.70, N = 3SE +/- 89.09, N = 3SE +/- 51.97, N = 3169941184903163162180798
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet FloatDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc130K60K90K120K150KMin: 169803 / Avg: 169940.67 / Max: 170089Min: 184796 / Avg: 184902.67 / Max: 185031Min: 162985 / Avg: 163162.33 / Max: 163266Min: 180695 / Avg: 180797.67 / Max: 180863

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet QuantDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc140K80K120K160K200KSE +/- 75.51, N = 3SE +/- 1120.73, N = 3SE +/- 30.12, N = 3SE +/- 424.39, N = 3177091195299170472189637
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet QuantDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc130K60K90K120K150KMin: 176947 / Avg: 177091.33 / Max: 177202Min: 194058 / Avg: 195299 / Max: 197536Min: 170413 / Avg: 170472.33 / Max: 170511Min: 188790 / Avg: 189637.33 / Max: 190104

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception ResNet V2Default KernelExtra RunLinux 5.10.4Linux 5.11-rc1800K1600K2400K3200K4000KSE +/- 1161.41, N = 3SE +/- 266.90, N = 3SE +/- 713.33, N = 3SE +/- 2970.22, N = 33299807366446031748733580783
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception ResNet V2Default KernelExtra RunLinux 5.10.4Linux 5.11-rc1600K1200K1800K2400K3000KMin: 3297750 / Avg: 3299806.67 / Max: 3301770Min: 3663930 / Avg: 3664460 / Max: 3664780Min: 3174160 / Avg: 3174873.33 / Max: 3176300Min: 3577470 / Avg: 3580783.33 / Max: 3586710

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: FastDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc1246810SE +/- 0.01, N = 3SE +/- 0.06, N = 15SE +/- 0.00, N = 3SE +/- 0.06, N = 87.727.687.357.421. (CXX) g++ options: -std=c++14 -fvisibility=hidden -O3 -flto -mfpmath=sse -mavx2 -mpopcnt -lpthread
OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 2.0Preset: FastDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc13691215Min: 7.71 / Avg: 7.72 / Max: 7.73Min: 7.41 / Avg: 7.68 / Max: 7.93Min: 7.34 / Avg: 7.35 / Max: 7.35Min: 7.33 / Avg: 7.42 / Max: 7.871. (CXX) g++ options: -std=c++14 -fvisibility=hidden -O3 -flto -mfpmath=sse -mavx2 -mpopcnt -lpthread

OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 2.0Preset: MediumDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc1246810SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 36.116.346.056.141. (CXX) g++ options: -std=c++14 -fvisibility=hidden -O3 -flto -mfpmath=sse -mavx2 -mpopcnt -lpthread
OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 2.0Preset: MediumDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc13691215Min: 6.1 / Avg: 6.11 / Max: 6.12Min: 6.32 / Avg: 6.34 / Max: 6.39Min: 6.04 / Avg: 6.05 / Max: 6.06Min: 6.13 / Avg: 6.14 / Max: 6.141. (CXX) g++ options: -std=c++14 -fvisibility=hidden -O3 -flto -mfpmath=sse -mavx2 -mpopcnt -lpthread

OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 2.0Preset: ThoroughDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc1918273645SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 336.9538.4736.5837.201. (CXX) g++ options: -std=c++14 -fvisibility=hidden -O3 -flto -mfpmath=sse -mavx2 -mpopcnt -lpthread
OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 2.0Preset: ThoroughDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc1816243240Min: 36.93 / Avg: 36.95 / Max: 36.97Min: 38.44 / Avg: 38.47 / Max: 38.49Min: 36.56 / Avg: 36.58 / Max: 36.6Min: 37.2 / Avg: 37.2 / Max: 37.21. (CXX) g++ options: -std=c++14 -fvisibility=hidden -O3 -flto -mfpmath=sse -mavx2 -mpopcnt -lpthread

OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 2.0Preset: ExhaustiveDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc170140210280350SE +/- 0.08, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.10, N = 3303.53315.78300.62305.641. (CXX) g++ options: -std=c++14 -fvisibility=hidden -O3 -flto -mfpmath=sse -mavx2 -mpopcnt -lpthread
OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 2.0Preset: ExhaustiveDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc160120180240300Min: 303.43 / Avg: 303.53 / Max: 303.68Min: 315.73 / Avg: 315.78 / Max: 315.83Min: 300.54 / Avg: 300.62 / Max: 300.71Min: 305.48 / Avg: 305.64 / Max: 305.811. (CXX) g++ options: -std=c++14 -fvisibility=hidden -O3 -flto -mfpmath=sse -mavx2 -mpopcnt -lpthread

Basis Universal

Basis Universal is a GPU texture codoec. This test times how long it takes to convert sRGB PNGs into Basis Univeral assets with various settings. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterBasis Universal 1.12Settings: ETC1SDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc11428425670SE +/- 0.35, N = 3SE +/- 0.23, N = 3SE +/- 0.24, N = 3SE +/- 0.22, N = 364.5662.0361.0060.951. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread
OpenBenchmarking.orgSeconds, Fewer Is BetterBasis Universal 1.12Settings: ETC1SDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc11326395265Min: 64 / Avg: 64.56 / Max: 65.19Min: 61.58 / Avg: 62.03 / Max: 62.33Min: 60.69 / Avg: 61 / Max: 61.48Min: 60.52 / Avg: 60.95 / Max: 61.261. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread

OpenBenchmarking.orgSeconds, Fewer Is BetterBasis Universal 1.12Settings: UASTC Level 0Default KernelExtra RunLinux 5.10.4Linux 5.11-rc13691215SE +/- 0.048, N = 3SE +/- 0.110, N = 3SE +/- 0.010, N = 3SE +/- 0.040, N = 310.45110.1099.8609.7171. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread
OpenBenchmarking.orgSeconds, Fewer Is BetterBasis Universal 1.12Settings: UASTC Level 0Default KernelExtra RunLinux 5.10.4Linux 5.11-rc13691215Min: 10.36 / Avg: 10.45 / Max: 10.52Min: 10 / Avg: 10.11 / Max: 10.33Min: 9.84 / Avg: 9.86 / Max: 9.87Min: 9.65 / Avg: 9.72 / Max: 9.791. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread

OpenBenchmarking.orgSeconds, Fewer Is BetterBasis Universal 1.12Settings: UASTC Level 2Default KernelExtra RunLinux 5.10.4Linux 5.11-rc11020304050SE +/- 0.11, N = 3SE +/- 0.12, N = 3SE +/- 0.01, N = 3SE +/- 0.14, N = 343.9844.0943.0943.281. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread
OpenBenchmarking.orgSeconds, Fewer Is BetterBasis Universal 1.12Settings: UASTC Level 2Default KernelExtra RunLinux 5.10.4Linux 5.11-rc1918273645Min: 43.78 / Avg: 43.98 / Max: 44.15Min: 43.85 / Avg: 44.09 / Max: 44.24Min: 43.08 / Avg: 43.09 / Max: 43.12Min: 43.02 / Avg: 43.28 / Max: 43.511. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread

OpenBenchmarking.orgSeconds, Fewer Is BetterBasis Universal 1.12Settings: UASTC Level 3Default KernelExtra RunLinux 5.10.4Linux 5.11-rc120406080100SE +/- 0.08, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 382.3982.4781.4881.621. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread
OpenBenchmarking.orgSeconds, Fewer Is BetterBasis Universal 1.12Settings: UASTC Level 3Default KernelExtra RunLinux 5.10.4Linux 5.11-rc11632486480Min: 82.27 / Avg: 82.39 / Max: 82.53Min: 82.44 / Avg: 82.47 / Max: 82.5Min: 81.46 / Avg: 81.47 / Max: 81.49Min: 81.6 / Avg: 81.62 / Max: 81.641. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread

OpenBenchmarking.orgSeconds, Fewer Is BetterBasis Universal 1.12Settings: UASTC Level 2 + RDO Post-ProcessingDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc12004006008001000SE +/- 0.27, N = 3SE +/- 2.06, N = 3SE +/- 0.82, N = 3SE +/- 1.15, N = 3867.81865.69855.36857.231. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread
OpenBenchmarking.orgSeconds, Fewer Is BetterBasis Universal 1.12Settings: UASTC Level 2 + RDO Post-ProcessingDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc1150300450600750Min: 867.3 / Avg: 867.81 / Max: 868.2Min: 863.36 / Avg: 865.69 / Max: 869.8Min: 854.44 / Avg: 855.36 / Max: 856.98Min: 855.34 / Avg: 857.23 / Max: 859.311. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread

SQLite Speedtest

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

OpenBenchmarking.orgSeconds, Fewer Is BetterSQLite Speedtest 3.30Timed Time - Size 1,000Default KernelExtra RunLinux 5.10.4Linux 5.11-rc120406080100SE +/- 0.66, N = 3SE +/- 0.22, N = 3SE +/- 0.20, N = 3SE +/- 0.35, N = 383.9378.8677.5278.391. (CC) gcc options: -O2 -ldl -lz -lpthread
OpenBenchmarking.orgSeconds, Fewer Is BetterSQLite Speedtest 3.30Timed Time - Size 1,000Default KernelExtra RunLinux 5.10.4Linux 5.11-rc11632486480Min: 83.13 / Avg: 83.93 / Max: 85.23Min: 78.45 / Avg: 78.86 / Max: 79.21Min: 77.12 / Avg: 77.52 / Max: 77.73Min: 77.8 / Avg: 78.39 / Max: 79.021. (CC) gcc options: -O2 -ldl -lz -lpthread

Darktable

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

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.2.1Test: Boat - Acceleration: CPU-onlyDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc148121620SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 313.7513.4113.3213.34
OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.2.1Test: Boat - Acceleration: CPU-onlyDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc148121620Min: 13.71 / Avg: 13.75 / Max: 13.79Min: 13.4 / Avg: 13.41 / Max: 13.43Min: 13.3 / Avg: 13.32 / Max: 13.35Min: 13.3 / Avg: 13.34 / Max: 13.39

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.2.1Test: Masskrug - Acceleration: CPU-onlyDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc1246810SE +/- 0.017, N = 3SE +/- 0.004, N = 3SE +/- 0.004, N = 3SE +/- 0.006, N = 36.7456.4396.3926.397
OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.2.1Test: Masskrug - Acceleration: CPU-onlyDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc13691215Min: 6.72 / Avg: 6.75 / Max: 6.78Min: 6.43 / Avg: 6.44 / Max: 6.44Min: 6.38 / Avg: 6.39 / Max: 6.4Min: 6.39 / Avg: 6.4 / Max: 6.41

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.2.1Test: Server Rack - Acceleration: CPU-onlyDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc10.05310.10620.15930.21240.2655SE +/- 0.002, N = 3SE +/- 0.001, N = 3SE +/- 0.002, N = 3SE +/- 0.001, N = 30.2180.2360.2330.234
OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.2.1Test: Server Rack - Acceleration: CPU-onlyDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc112345Min: 0.22 / Avg: 0.22 / Max: 0.22Min: 0.23 / Avg: 0.24 / Max: 0.24Min: 0.23 / Avg: 0.23 / Max: 0.24Min: 0.23 / Avg: 0.23 / Max: 0.24

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.2.1Test: Server Room - Acceleration: CPU-onlyDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc11.17232.34463.51694.68925.8615SE +/- 0.017, N = 3SE +/- 0.004, N = 3SE +/- 0.006, N = 3SE +/- 0.006, N = 35.2104.9824.9404.959
OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.2.1Test: Server Room - Acceleration: CPU-onlyDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc1246810Min: 5.19 / Avg: 5.21 / Max: 5.24Min: 4.98 / Avg: 4.98 / Max: 4.99Min: 4.93 / Avg: 4.94 / Max: 4.95Min: 4.95 / Avg: 4.96 / Max: 4.97

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: resizeDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc13691215SE +/- 0.09, N = 3SE +/- 0.11, N = 3SE +/- 0.09, N = 3SE +/- 0.04, N = 310.7511.9511.8311.83
OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.18Test: resizeDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc13691215Min: 10.65 / Avg: 10.75 / Max: 10.94Min: 11.82 / Avg: 11.95 / Max: 12.18Min: 11.65 / Avg: 11.83 / Max: 11.97Min: 11.76 / Avg: 11.83 / Max: 11.89

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.18Test: rotateDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc148121620SE +/- 0.05, N = 3SE +/- 0.09, N = 3SE +/- 0.08, N = 3SE +/- 0.06, N = 315.4115.0215.2815.10
OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.18Test: rotateDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc148121620Min: 15.3 / Avg: 15.41 / Max: 15.47Min: 14.91 / Avg: 15.02 / Max: 15.19Min: 15.12 / Avg: 15.28 / Max: 15.39Min: 14.99 / Avg: 15.1 / Max: 15.18

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.18Test: auto-levelsDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc148121620SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.07, N = 3SE +/- 0.12, N = 316.0317.1316.9016.98
OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.18Test: auto-levelsDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc148121620Min: 16.01 / Avg: 16.03 / Max: 16.05Min: 17.11 / Avg: 17.13 / Max: 17.15Min: 16.78 / Avg: 16.9 / Max: 17.01Min: 16.79 / Avg: 16.98 / Max: 17.2

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.18Test: unsharp-maskDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc1510152025SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.08, N = 3SE +/- 0.03, N = 319.0219.6419.1919.45
OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.18Test: unsharp-maskDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc1510152025Min: 19.01 / Avg: 19.02 / Max: 19.03Min: 19.58 / Avg: 19.64 / Max: 19.73Min: 19.07 / Avg: 19.19 / Max: 19.33Min: 19.4 / Avg: 19.45 / Max: 19.5

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 TimeDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc120406080100SE +/- 0.07, N = 3SE +/- 0.27, N = 3SE +/- 0.04, N = 3SE +/- 0.08, N = 378.6579.8377.0878.291. RawTherapee, version 5.8, command line.
OpenBenchmarking.orgSeconds, Fewer Is BetterRawTherapeeTotal Benchmark TimeDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc11530456075Min: 78.51 / Avg: 78.65 / Max: 78.76Min: 79.53 / Avg: 79.83 / Max: 80.36Min: 77.02 / Avg: 77.08 / Max: 77.15Min: 78.18 / Avg: 78.29 / Max: 78.461. RawTherapee, version 5.8, command line.

librsvg

RSVG/librsvg is an SVG vector graphics library. This test profile times how long it takes to complete various operations by rsvg-convert. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterlibrsvgOperation: SVG Files To PNGDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc1816243240SE +/- 0.15, N = 3SE +/- 0.26, N = 3SE +/- 0.31, N = 3SE +/- 0.03, N = 334.3235.5935.6535.001. rsvg-convert version 2.50.1
OpenBenchmarking.orgSeconds, Fewer Is BetterlibrsvgOperation: SVG Files To PNGDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc1816243240Min: 34.06 / Avg: 34.32 / Max: 34.57Min: 35.16 / Avg: 35.59 / Max: 36.05Min: 35.2 / Avg: 35.65 / Max: 36.25Min: 34.97 / Avg: 35 / Max: 35.051. rsvg-convert version 2.50.1

Redis

Redis is an open-source data structure server. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 6.0.9Test: LPOPDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc1400K800K1200K1600K2000KSE +/- 30740.73, N = 12SE +/- 13008.63, N = 3SE +/- 2684.98, N = 3SE +/- 5120.03, N = 32014169.291110900.581075736.661114626.251. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3
OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 6.0.9Test: LPOPDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc1300K600K900K1200K1500KMin: 1876172.62 / Avg: 2014169.29 / Max: 2156207Min: 1090931.25 / Avg: 1110900.58 / Max: 1135328Min: 1070766.62 / Avg: 1075736.66 / Max: 1079982.75Min: 1105007.75 / Avg: 1114626.25 / Max: 1122478.121. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 6.0.9Test: SADDDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc1300K600K900K1200K1500KSE +/- 21666.11, N = 3SE +/- 11535.87, N = 3SE +/- 19698.88, N = 3SE +/- 11716.13, N = 31540737.671451704.581429878.041465965.541. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3
OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 6.0.9Test: SADDDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc1300K600K900K1200K1500KMin: 1499298.38 / Avg: 1540737.67 / Max: 1572427.75Min: 1428937.12 / Avg: 1451704.58 / Max: 1466322.62Min: 1404494.38 / Avg: 1429878.04 / Max: 1468663.75Min: 1443093.75 / Avg: 1465965.54 / Max: 1481813.251. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 6.0.9Test: LPUSHDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc1200K400K600K800K1000KSE +/- 9875.40, N = 15SE +/- 11026.36, N = 3SE +/- 14750.43, N = 3SE +/- 11649.30, N = 31065654.101048315.481049901.521053853.021. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3
OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 6.0.9Test: LPUSHDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc1200K400K600K800K1000KMin: 1006229.38 / Avg: 1065654.1 / Max: 1117390Min: 1031092.75 / Avg: 1048315.48 / Max: 1068854.75Min: 1022560.31 / Avg: 1049901.52 / Max: 1073167.38Min: 1037775.94 / Avg: 1053853.02 / Max: 1076495.121. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 6.0.9Test: GETDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc1400K800K1200K1600K2000KSE +/- 22737.24, N = 15SE +/- 17449.83, N = 3SE +/- 11369.12, N = 3SE +/- 16571.48, N = 31863679.111646152.131611434.081727854.751. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3
OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 6.0.9Test: GETDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc1300K600K900K1200K1500KMin: 1689405.38 / Avg: 1863679.11 / Max: 1996071.88Min: 1613109.62 / Avg: 1646152.13 / Max: 1672401.38Min: 1597648.62 / Avg: 1611434.08 / Max: 1633987Min: 1709894.12 / Avg: 1727854.75 / Max: 1760957.751. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 6.0.9Test: SETDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc1300K600K900K1200K1500KSE +/- 16871.12, N = 4SE +/- 6697.08, N = 3SE +/- 8535.72, N = 15SE +/- 2028.99, N = 31363650.751279578.251243969.701297244.291. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3
OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 6.0.9Test: SETDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc1200K400K600K800K1000KMin: 1317776 / Avg: 1363650.75 / Max: 1389066.62Min: 1267548.88 / Avg: 1279578.25 / Max: 1290694.25Min: 1169628 / Avg: 1243969.7 / Max: 1285593.88Min: 1293826.62 / Avg: 1297244.29 / Max: 1300847.881. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

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 2020-09-17Model: SqueezeNetV1.0Default KernelExtra RunLinux 5.10.4Linux 5.11-rc13691215SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.08, N = 3SE +/- 0.03, N = 312.6911.6011.6611.60MIN: 11.22 / MAX: 25.7MIN: 11.44 / MAX: 24.06MIN: 11.43 / MAX: 23.12MIN: 11.41 / MAX: 23.491. (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
OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2020-09-17Model: SqueezeNetV1.0Default KernelExtra RunLinux 5.10.4Linux 5.11-rc148121620Min: 12.64 / Avg: 12.69 / Max: 12.74Min: 11.55 / Avg: 11.6 / Max: 11.63Min: 11.54 / Avg: 11.66 / Max: 11.8Min: 11.55 / Avg: 11.6 / Max: 11.651. (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 2020-09-17Model: resnet-v2-50Default KernelExtra RunLinux 5.10.4Linux 5.11-rc11632486480SE +/- 0.91, N = 3SE +/- 0.23, N = 3SE +/- 0.30, N = 3SE +/- 0.14, N = 371.6666.7267.1866.98MIN: 63.38 / MAX: 108.99MIN: 66.29 / MAX: 78.2MIN: 66.68 / MAX: 78.44MIN: 66.5 / MAX: 78.241. (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 2020-09-17Model: resnet-v2-50Default KernelExtra RunLinux 5.10.4Linux 5.11-rc11428425670Min: 70.18 / Avg: 71.66 / Max: 73.32Min: 66.46 / Avg: 66.72 / Max: 67.18Min: 66.83 / Avg: 67.18 / Max: 67.78Min: 66.72 / Avg: 66.98 / Max: 67.21. (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

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2020-09-17Model: MobileNetV2_224Default KernelExtra RunLinux 5.10.4Linux 5.11-rc1246810SE +/- 0.024, N = 3SE +/- 0.042, N = 3SE +/- 0.054, N = 3SE +/- 0.017, N = 36.9656.3726.4026.429MIN: 6.27 / MAX: 22.38MIN: 6.23 / MAX: 8.11MIN: 6.26 / MAX: 15.65MIN: 6.35 / MAX: 8.721. (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 2020-09-17Model: MobileNetV2_224Default KernelExtra RunLinux 5.10.4Linux 5.11-rc13691215Min: 6.92 / Avg: 6.97 / Max: 7Min: 6.29 / Avg: 6.37 / Max: 6.43Min: 6.3 / Avg: 6.4 / Max: 6.48Min: 6.4 / Avg: 6.43 / Max: 6.461. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2020-09-17Model: mobilenet-v1-1.0Default KernelExtra RunLinux 5.10.4Linux 5.11-rc148121620SE +/- 0.14, N = 3SE +/- 0.04, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 313.6212.9012.9612.94MIN: 12.87 / MAX: 26.35MIN: 12.78 / MAX: 24.12MIN: 12.85 / MAX: 22.3MIN: 12.76 / MAX: 24.471. (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 2020-09-17Model: mobilenet-v1-1.0Default KernelExtra RunLinux 5.10.4Linux 5.11-rc148121620Min: 13.35 / Avg: 13.62 / Max: 13.77Min: 12.84 / Avg: 12.89 / Max: 12.97Min: 12.89 / Avg: 12.96 / Max: 13.04Min: 12.89 / Avg: 12.94 / Max: 12.971. (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 2020-09-17Model: inception-v3Default KernelExtra RunLinux 5.10.4Linux 5.11-rc120406080100SE +/- 0.46, N = 3SE +/- 0.26, N = 3SE +/- 0.35, N = 3SE +/- 0.07, N = 377.1469.7369.8769.90MIN: 69.93 / MAX: 103.83MIN: 69.02 / MAX: 84.57MIN: 68.99 / MAX: 81.83MIN: 69.61 / MAX: 94.451. (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 2020-09-17Model: inception-v3Default KernelExtra RunLinux 5.10.4Linux 5.11-rc11530456075Min: 76.51 / Avg: 77.14 / Max: 78.04Min: 69.22 / Avg: 69.73 / Max: 70.08Min: 69.17 / Avg: 69.87 / Max: 70.25Min: 69.77 / Avg: 69.9 / Max: 69.981. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

NCNN

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

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: mobilenetDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc1918273645SE +/- 0.44, N = 3SE +/- 0.30, N = 15SE +/- 0.29, N = 15SE +/- 0.27, N = 338.4732.4332.2132.63MIN: 33.17 / MAX: 75.32MIN: 30.5 / MAX: 67.12MIN: 30.06 / MAX: 44.1MIN: 31.52 / MAX: 114.191. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: mobilenetDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc1816243240Min: 37.72 / Avg: 38.47 / Max: 39.23Min: 30.74 / Avg: 32.43 / Max: 34.32Min: 30.4 / Avg: 32.21 / Max: 34.12Min: 32.32 / Avg: 32.63 / Max: 33.171. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU-v2-v2 - Model: mobilenet-v2Default KernelExtra RunLinux 5.10.4Linux 5.11-rc13691215SE +/- 0.15, N = 3SE +/- 0.06, N = 15SE +/- 0.11, N = 15SE +/- 0.21, N = 311.919.9910.0910.31MIN: 9.52 / MAX: 44.02MIN: 9.43 / MAX: 48.83MIN: 9.47 / MAX: 59.9MIN: 9.57 / MAX: 22.621. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU-v2-v2 - Model: mobilenet-v2Default KernelExtra RunLinux 5.10.4Linux 5.11-rc13691215Min: 11.63 / Avg: 11.91 / Max: 12.14Min: 9.72 / Avg: 9.99 / Max: 10.64Min: 9.65 / Avg: 10.09 / Max: 10.87Min: 10.04 / Avg: 10.31 / Max: 10.721. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU-v3-v3 - Model: mobilenet-v3Default KernelExtra RunLinux 5.10.4Linux 5.11-rc13691215SE +/- 0.20, N = 3SE +/- 0.04, N = 15SE +/- 0.03, N = 15SE +/- 0.09, N = 310.098.538.508.60MIN: 8.08 / MAX: 57.72MIN: 8.26 / MAX: 37.67MIN: 8.19 / MAX: 20.56MIN: 8.28 / MAX: 22.711. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU-v3-v3 - Model: mobilenet-v3Default KernelExtra RunLinux 5.10.4Linux 5.11-rc13691215Min: 9.8 / Avg: 10.09 / Max: 10.48Min: 8.37 / Avg: 8.53 / Max: 8.93Min: 8.28 / Avg: 8.5 / Max: 8.73Min: 8.42 / Avg: 8.6 / Max: 8.731. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: shufflenet-v2Default KernelExtra RunLinux 5.10.4Linux 5.11-rc13691215SE +/- 0.14, N = 3SE +/- 0.02, N = 15SE +/- 0.03, N = 15SE +/- 0.05, N = 311.5910.089.829.86MIN: 9.62 / MAX: 57.85MIN: 9.88 / MAX: 20.85MIN: 9.61 / MAX: 11.52MIN: 9.73 / MAX: 10.131. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: shufflenet-v2Default KernelExtra RunLinux 5.10.4Linux 5.11-rc13691215Min: 11.4 / Avg: 11.59 / Max: 11.86Min: 9.93 / Avg: 10.08 / Max: 10.23Min: 9.65 / Avg: 9.82 / Max: 9.99Min: 9.77 / Avg: 9.86 / Max: 9.931. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: mnasnetDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc13691215SE +/- 0.27, N = 3SE +/- 0.08, N = 15SE +/- 0.07, N = 15SE +/- 0.16, N = 310.859.269.229.35MIN: 8.7 / MAX: 50.23MIN: 8.71 / MAX: 43.84MIN: 8.76 / MAX: 13.65MIN: 9.12 / MAX: 10.891. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: mnasnetDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc13691215Min: 10.51 / Avg: 10.85 / Max: 11.38Min: 8.75 / Avg: 9.26 / Max: 9.85Min: 8.79 / Avg: 9.22 / Max: 9.67Min: 9.16 / Avg: 9.35 / Max: 9.681. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: efficientnet-b0Default KernelExtra RunLinux 5.10.4Linux 5.11-rc148121620SE +/- 0.25, N = 3SE +/- 0.06, N = 15SE +/- 0.11, N = 15SE +/- 0.29, N = 315.5513.2113.2413.51MIN: 12.82 / MAX: 44.91MIN: 12.88 / MAX: 52.72MIN: 12.68 / MAX: 56.97MIN: 13.14 / MAX: 14.471. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: efficientnet-b0Default KernelExtra RunLinux 5.10.4Linux 5.11-rc148121620Min: 15.12 / Avg: 15.55 / Max: 15.98Min: 12.97 / Avg: 13.21 / Max: 13.87Min: 12.72 / Avg: 13.24 / Max: 14.02Min: 13.2 / Avg: 13.51 / Max: 14.081. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: blazefaceDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc10.81231.62462.43693.24924.0615SE +/- 0.14, N = 3SE +/- 0.04, N = 15SE +/- 0.03, N = 15SE +/- 0.04, N = 33.613.463.383.47MIN: 3.17 / MAX: 16.8MIN: 3.25 / MAX: 85.38MIN: 3.16 / MAX: 4.51MIN: 3.37 / MAX: 4.011. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: blazefaceDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc1246810Min: 3.41 / Avg: 3.61 / Max: 3.87Min: 3.27 / Avg: 3.46 / Max: 3.88Min: 3.19 / Avg: 3.38 / Max: 3.65Min: 3.4 / Avg: 3.47 / Max: 3.551. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: googlenetDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc1714212835SE +/- 0.18, N = 3SE +/- 3.71, N = 15SE +/- 0.32, N = 15SE +/- 0.11, N = 331.7729.9425.8326.29MIN: 23.25 / MAX: 69.93MIN: 22.88 / MAX: 495.88MIN: 22.76 / MAX: 58.24MIN: 23.04 / MAX: 29.981. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: googlenetDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc1714212835Min: 31.44 / Avg: 31.77 / Max: 32.06Min: 23.63 / Avg: 29.94 / Max: 81.73Min: 22.84 / Avg: 25.83 / Max: 26.74Min: 26.08 / Avg: 26.29 / Max: 26.451. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: vgg16Default KernelExtra RunLinux 5.10.4Linux 5.11-rc120406080100SE +/- 0.20, N = 3SE +/- 0.20, N = 15SE +/- 0.16, N = 15SE +/- 0.12, N = 385.7074.9874.4374.00MIN: 76.58 / MAX: 109.13MIN: 73.56 / MAX: 107.01MIN: 73.09 / MAX: 107.82MIN: 73.3 / MAX: 82.281. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: vgg16Default KernelExtra RunLinux 5.10.4Linux 5.11-rc11632486480Min: 85.3 / Avg: 85.7 / Max: 85.98Min: 73.91 / Avg: 74.98 / Max: 76.11Min: 73.66 / Avg: 74.43 / Max: 75.5Min: 73.85 / Avg: 74 / Max: 74.231. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: resnet18Default KernelExtra RunLinux 5.10.4Linux 5.11-rc1612182430SE +/- 0.22, N = 3SE +/- 0.25, N = 15SE +/- 0.28, N = 15SE +/- 0.20, N = 325.4621.4520.9721.96MIN: 19.81 / MAX: 59.82MIN: 18.96 / MAX: 28.91MIN: 18.91 / MAX: 67.27MIN: 19.15 / MAX: 54.431. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: resnet18Default KernelExtra RunLinux 5.10.4Linux 5.11-rc1612182430Min: 25.22 / Avg: 25.46 / Max: 25.89Min: 19.08 / Avg: 21.45 / Max: 22.17Min: 19 / Avg: 20.97 / Max: 21.72Min: 21.57 / Avg: 21.96 / Max: 22.241. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: alexnetDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc148121620SE +/- 0.10, N = 3SE +/- 0.02, N = 15SE +/- 0.01, N = 15SE +/- 0.03, N = 316.9615.9515.7815.87MIN: 15.86 / MAX: 33.88MIN: 15.72 / MAX: 25.49MIN: 15.63 / MAX: 27.03MIN: 15.7 / MAX: 18.041. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: alexnetDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc148121620Min: 16.8 / Avg: 16.96 / Max: 17.15Min: 15.87 / Avg: 15.95 / Max: 16.14Min: 15.7 / Avg: 15.78 / Max: 15.88Min: 15.84 / Avg: 15.87 / Max: 15.931. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: resnet50Default KernelExtra RunLinux 5.10.4Linux 5.11-rc11326395265SE +/- 0.59, N = 3SE +/- 0.37, N = 15SE +/- 0.32, N = 15SE +/- 0.09, N = 358.3848.6946.3746.40MIN: 48.11 / MAX: 109.51MIN: 46.14 / MAX: 86.99MIN: 45.13 / MAX: 83.86MIN: 46.13 / MAX: 46.991. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: resnet50Default KernelExtra RunLinux 5.10.4Linux 5.11-rc11224364860Min: 57.77 / Avg: 58.38 / Max: 59.56Min: 46.31 / Avg: 48.69 / Max: 50.33Min: 45.25 / Avg: 46.37 / Max: 49.23Min: 46.23 / Avg: 46.4 / Max: 46.491. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: yolov4-tinyDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc11122334455SE +/- 0.08, N = 3SE +/- 0.71, N = 15SE +/- 0.49, N = 15SE +/- 0.01, N = 349.9242.1441.8043.19MIN: 41.04 / MAX: 67.32MIN: 36.09 / MAX: 50.32MIN: 36.06 / MAX: 63.79MIN: 41.97 / MAX: 48.031. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: yolov4-tinyDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc11020304050Min: 49.77 / Avg: 49.92 / Max: 50.05Min: 36.52 / Avg: 42.14 / Max: 44.02Min: 36.87 / Avg: 41.8 / Max: 43.7Min: 43.17 / Avg: 43.19 / Max: 43.221. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: squeezenet_ssdDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc1918273645SE +/- 0.35, N = 3SE +/- 0.03, N = 15SE +/- 0.14, N = 15SE +/- 0.04, N = 337.1531.8431.8031.73MIN: 32.74 / MAX: 88.45MIN: 30.87 / MAX: 43.83MIN: 30.81 / MAX: 42.83MIN: 30.96 / MAX: 37.381. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: squeezenet_ssdDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc1816243240Min: 36.52 / Avg: 37.15 / Max: 37.73Min: 31.59 / Avg: 31.84 / Max: 32.03Min: 31.49 / Avg: 31.8 / Max: 33.66Min: 31.65 / Avg: 31.73 / Max: 31.791. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: regnety_400mDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc1816243240SE +/- 0.53, N = 3SE +/- 0.06, N = 15SE +/- 0.09, N = 15SE +/- 0.06, N = 333.4929.5429.3729.60MIN: 30.17 / MAX: 68.43MIN: 28.99 / MAX: 77.55MIN: 28.47 / MAX: 73.28MIN: 29.39 / MAX: 40.111. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: regnety_400mDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc1714212835Min: 32.69 / Avg: 33.49 / Max: 34.49Min: 29.19 / Avg: 29.54 / Max: 29.95Min: 28.55 / Avg: 29.37 / Max: 29.75Min: 29.52 / Avg: 29.6 / Max: 29.731. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: mobilenetDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc1918273645SE +/- 0.03, N = 3SE +/- 0.27, N = 3SE +/- 0.19, N = 3SE +/- 0.20, N = 338.4532.0232.7932.20MIN: 33.4 / MAX: 77.43MIN: 30.66 / MAX: 33.76MIN: 30.27 / MAX: 45.97MIN: 30.63 / MAX: 391. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: mobilenetDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc1816243240Min: 38.41 / Avg: 38.45 / Max: 38.5Min: 31.53 / Avg: 32.02 / Max: 32.45Min: 32.42 / Avg: 32.79 / Max: 33.02Min: 32 / Avg: 32.2 / Max: 32.611. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2Default KernelExtra RunLinux 5.10.4Linux 5.11-rc13691215SE +/- 0.19, N = 3SE +/- 0.16, N = 3SE +/- 0.21, N = 3SE +/- 0.04, N = 311.6210.3510.149.81MIN: 9.25 / MAX: 43.5MIN: 9.4 / MAX: 43.71MIN: 9.38 / MAX: 12.94MIN: 9.63 / MAX: 13.771. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2Default KernelExtra RunLinux 5.10.4Linux 5.11-rc13691215Min: 11.25 / Avg: 11.62 / Max: 11.91Min: 10.03 / Avg: 10.35 / Max: 10.56Min: 9.91 / Avg: 10.14 / Max: 10.56Min: 9.75 / Avg: 9.81 / Max: 9.891. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3Default KernelExtra RunLinux 5.10.4Linux 5.11-rc13691215SE +/- 0.10, N = 3SE +/- 0.02, N = 3SE +/- 0.14, N = 3SE +/- 0.12, N = 39.598.448.458.69MIN: 8.1 / MAX: 72.56MIN: 8.12 / MAX: 11.34MIN: 8.09 / MAX: 10.09MIN: 8.29 / MAX: 26.281. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3Default KernelExtra RunLinux 5.10.4Linux 5.11-rc13691215Min: 9.42 / Avg: 9.59 / Max: 9.75Min: 8.42 / Avg: 8.44 / Max: 8.49Min: 8.17 / Avg: 8.45 / Max: 8.62Min: 8.55 / Avg: 8.69 / Max: 8.931. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: shufflenet-v2Default KernelExtra RunLinux 5.10.4Linux 5.11-rc13691215SE +/- 0.30, N = 3SE +/- 0.07, N = 3SE +/- 0.09, N = 3SE +/- 0.10, N = 311.009.989.7110.04MIN: 9.52 / MAX: 47.8MIN: 9.83 / MAX: 13MIN: 9.51 / MAX: 10.13MIN: 9.81 / MAX: 10.21. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: shufflenet-v2Default KernelExtra RunLinux 5.10.4Linux 5.11-rc13691215Min: 10.58 / Avg: 11 / Max: 11.59Min: 9.86 / Avg: 9.98 / Max: 10.09Min: 9.55 / Avg: 9.71 / Max: 9.87Min: 9.85 / Avg: 10.04 / Max: 10.151. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: mnasnetDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc13691215SE +/- 0.25, N = 3SE +/- 0.18, N = 3SE +/- 0.12, N = 3SE +/- 0.13, N = 310.569.369.069.05MIN: 8.6 / MAX: 49.35MIN: 9.14 / MAX: 9.83MIN: 8.8 / MAX: 9.55MIN: 8.77 / MAX: 32.061. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: mnasnetDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc13691215Min: 10.06 / Avg: 10.56 / Max: 10.82Min: 9.17 / Avg: 9.36 / Max: 9.72Min: 8.84 / Avg: 9.06 / Max: 9.26Min: 8.81 / Avg: 9.05 / Max: 9.231. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: efficientnet-b0Default KernelExtra RunLinux 5.10.4Linux 5.11-rc148121620SE +/- 0.14, N = 3SE +/- 0.27, N = 3SE +/- 0.03, N = 3SE +/- 0.10, N = 315.2313.5213.2813.09MIN: 12.91 / MAX: 49.97MIN: 13.17 / MAX: 14.14MIN: 13.12 / MAX: 14.99MIN: 12.94 / MAX: 14.951. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: efficientnet-b0Default KernelExtra RunLinux 5.10.4Linux 5.11-rc148121620Min: 14.99 / Avg: 15.23 / Max: 15.47Min: 13.22 / Avg: 13.52 / Max: 14.06Min: 13.22 / Avg: 13.28 / Max: 13.31Min: 12.98 / Avg: 13.09 / Max: 13.281. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: blazefaceDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc10.86631.73262.59893.46524.3315SE +/- 0.07, N = 3SE +/- 0.06, N = 3SE +/- 0.02, N = 3SE +/- 0.06, N = 33.853.523.463.30MIN: 3.16 / MAX: 16.49MIN: 3.4 / MAX: 22.69MIN: 3.33 / MAX: 7.35MIN: 3.22 / MAX: 3.771. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: blazefaceDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc1246810Min: 3.75 / Avg: 3.85 / Max: 3.99Min: 3.42 / Avg: 3.52 / Max: 3.62Min: 3.42 / Avg: 3.46 / Max: 3.5Min: 3.23 / Avg: 3.3 / Max: 3.421. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: googlenetDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc1714212835SE +/- 0.32, N = 3SE +/- 0.44, N = 3SE +/- 0.11, N = 3SE +/- 0.76, N = 331.6026.7326.2825.27MIN: 24.42 / MAX: 69.85MIN: 22.84 / MAX: 28.91MIN: 25.18 / MAX: 37.2MIN: 22.73 / MAX: 45.561. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: googlenetDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc1714212835Min: 30.97 / Avg: 31.6 / Max: 31.97Min: 26.04 / Avg: 26.73 / Max: 27.56Min: 26.1 / Avg: 26.28 / Max: 26.49Min: 23.85 / Avg: 25.27 / Max: 26.471. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: vgg16Default KernelExtra RunLinux 5.10.4Linux 5.11-rc120406080100SE +/- 0.33, N = 3SE +/- 0.12, N = 3SE +/- 0.36, N = 3SE +/- 0.33, N = 385.3974.3874.5374.67MIN: 76.96 / MAX: 108.88MIN: 73.71 / MAX: 83.26MIN: 73.33 / MAX: 84.41MIN: 73.34 / MAX: 83.991. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: vgg16Default KernelExtra RunLinux 5.10.4Linux 5.11-rc11632486480Min: 84.86 / Avg: 85.39 / Max: 86Min: 74.16 / Avg: 74.38 / Max: 74.59Min: 73.8 / Avg: 74.53 / Max: 74.95Min: 74.18 / Avg: 74.67 / Max: 75.291. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: resnet18Default KernelExtra RunLinux 5.10.4Linux 5.11-rc1612182430SE +/- 0.42, N = 3SE +/- 0.59, N = 3SE +/- 0.83, N = 3SE +/- 0.86, N = 326.0521.1520.9219.90MIN: 20.5 / MAX: 71.2MIN: 18.95 / MAX: 39.89MIN: 19.02 / MAX: 53.8MIN: 18.96 / MAX: 22.281. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: resnet18Default KernelExtra RunLinux 5.10.4Linux 5.11-rc1612182430Min: 25.3 / Avg: 26.05 / Max: 26.75Min: 19.98 / Avg: 21.15 / Max: 21.77Min: 19.26 / Avg: 20.92 / Max: 21.86Min: 19.04 / Avg: 19.9 / Max: 21.631. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: alexnetDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc148121620SE +/- 0.06, N = 3SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 317.0915.9015.8115.86MIN: 15.85 / MAX: 45.86MIN: 15.7 / MAX: 17.32MIN: 15.64 / MAX: 24.91MIN: 15.71 / MAX: 16.751. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: alexnetDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc148121620Min: 16.97 / Avg: 17.09 / Max: 17.16Min: 15.82 / Avg: 15.9 / Max: 15.98Min: 15.78 / Avg: 15.81 / Max: 15.82Min: 15.83 / Avg: 15.86 / Max: 15.921. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: resnet50Default KernelExtra RunLinux 5.10.4Linux 5.11-rc11326395265SE +/- 0.58, N = 3SE +/- 1.10, N = 3SE +/- 1.01, N = 3SE +/- 1.19, N = 359.3148.2847.2147.65MIN: 48.12 / MAX: 109.05MIN: 46.11 / MAX: 61.73MIN: 45.3 / MAX: 81.34MIN: 46.22 / MAX: 82.461. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: resnet50Default KernelExtra RunLinux 5.10.4Linux 5.11-rc11224364860Min: 58.63 / Avg: 59.31 / Max: 60.47Min: 46.21 / Avg: 48.28 / Max: 49.96Min: 45.51 / Avg: 47.21 / Max: 49.01Min: 46.32 / Avg: 47.65 / Max: 50.021. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: yolov4-tinyDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc11122334455SE +/- 0.25, N = 3SE +/- 2.13, N = 3SE +/- 0.51, N = 3SE +/- 1.73, N = 350.0641.0842.4641.05MIN: 40.36 / MAX: 77.16MIN: 36.4 / MAX: 46.52MIN: 36.31 / MAX: 45.38MIN: 36.21 / MAX: 43.531. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: yolov4-tinyDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc11020304050Min: 49.75 / Avg: 50.06 / Max: 50.56Min: 36.95 / Avg: 41.08 / Max: 44.05Min: 41.49 / Avg: 42.46 / Max: 43.22Min: 37.59 / Avg: 41.05 / Max: 42.81. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: squeezenet_ssdDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc1918273645SE +/- 0.06, N = 3SE +/- 0.09, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 337.3131.7931.6131.76MIN: 32.73 / MAX: 94.67MIN: 31.16 / MAX: 35.95MIN: 30.89 / MAX: 38.84MIN: 30.84 / MAX: 39.081. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: squeezenet_ssdDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc1816243240Min: 37.21 / Avg: 37.31 / Max: 37.41Min: 31.68 / Avg: 31.79 / Max: 31.96Min: 31.58 / Avg: 31.61 / Max: 31.65Min: 31.7 / Avg: 31.76 / Max: 31.821. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: regnety_400mDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc1816243240SE +/- 0.30, N = 3SE +/- 0.08, N = 3SE +/- 0.25, N = 3SE +/- 0.32, N = 332.8629.6529.4929.35MIN: 30.37 / MAX: 71.09MIN: 29.39 / MAX: 30.15MIN: 28.88 / MAX: 31.63MIN: 28.95 / MAX: 100.311. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: regnety_400mDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc1714212835Min: 32.32 / Avg: 32.86 / Max: 33.34Min: 29.49 / Avg: 29.65 / Max: 29.73Min: 28.99 / Avg: 29.49 / Max: 29.76Min: 29.03 / Avg: 29.35 / Max: 29.981. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

TNN

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

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: MobileNet v2Default KernelExtra RunLinux 5.10.4Linux 5.11-rc170140210280350SE +/- 0.50, N = 3SE +/- 0.67, N = 3SE +/- 0.20, N = 3SE +/- 0.45, N = 3324.27323.92305.64310.42MIN: 310.87 / MAX: 349.12MIN: 294.63 / MAX: 342.14MIN: 291.26 / MAX: 314.5MIN: 290.92 / MAX: 337.971. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl
OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: MobileNet v2Default KernelExtra RunLinux 5.10.4Linux 5.11-rc160120180240300Min: 323.56 / Avg: 324.27 / Max: 325.23Min: 322.67 / Avg: 323.92 / Max: 324.94Min: 305.39 / Avg: 305.64 / Max: 306.03Min: 309.53 / Avg: 310.42 / Max: 310.871. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: SqueezeNet v1.1Default KernelExtra RunLinux 5.10.4Linux 5.11-rc170140210280350SE +/- 1.02, N = 3SE +/- 0.07, N = 3SE +/- 0.18, N = 3SE +/- 0.09, N = 3308.50282.74282.84282.82MIN: 297.18 / MAX: 319.3MIN: 281.1 / MAX: 288.55MIN: 281.31 / MAX: 287.35MIN: 281.29 / MAX: 287.161. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl
OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: SqueezeNet v1.1Default KernelExtra RunLinux 5.10.4Linux 5.11-rc160120180240300Min: 307.02 / Avg: 308.5 / Max: 310.46Min: 282.63 / Avg: 282.73 / Max: 282.87Min: 282.49 / Avg: 282.84 / Max: 283.11Min: 282.64 / Avg: 282.81 / Max: 282.921. (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: BedroomDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc10.30580.61160.91741.22321.529SE +/- 0.001, N = 3SE +/- 0.000, N = 3SE +/- 0.003, N = 3SE +/- 0.001, N = 31.3351.3511.3541.359
OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: CPU - Scene: BedroomDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc1246810Min: 1.33 / Avg: 1.33 / Max: 1.34Min: 1.35 / Avg: 1.35 / Max: 1.35Min: 1.35 / Avg: 1.35 / Max: 1.36Min: 1.36 / Avg: 1.36 / Max: 1.36

OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: CPU - Scene: SupercarDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc10.64511.29021.93532.58043.2255SE +/- 0.004, N = 3SE +/- 0.008, N = 3SE +/- 0.003, N = 3SE +/- 0.028, N = 32.8282.8562.8672.843
OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: CPU - Scene: SupercarDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc1246810Min: 2.82 / Avg: 2.83 / Max: 2.84Min: 2.84 / Avg: 2.86 / Max: 2.87Min: 2.86 / Avg: 2.87 / Max: 2.87Min: 2.79 / Avg: 2.84 / Max: 2.87

Blender

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

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: BMW27 - Compute: CPU-OnlyDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc150100150200250SE +/- 2.78, N = 4SE +/- 2.48, N = 3SE +/- 0.81, N = 3SE +/- 1.16, N = 3237.53236.74232.46236.57
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: BMW27 - Compute: CPU-OnlyDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc14080120160200Min: 234.75 / Avg: 237.53 / Max: 245.86Min: 232.03 / Avg: 236.74 / Max: 240.47Min: 231.5 / Avg: 232.46 / Max: 234.07Min: 234.42 / Avg: 236.57 / Max: 238.39

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: Fishy Cat - Compute: CPU-OnlyDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc170140210280350SE +/- 0.28, N = 3SE +/- 3.95, N = 3SE +/- 0.38, N = 3SE +/- 0.76, N = 3329.39332.92325.24326.50
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: Fishy Cat - Compute: CPU-OnlyDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc160120180240300Min: 328.84 / Avg: 329.39 / Max: 329.78Min: 326.01 / Avg: 332.92 / Max: 339.7Min: 324.49 / Avg: 325.24 / Max: 325.77Min: 325.43 / Avg: 326.5 / Max: 327.96

PyPerformance

PyPerformance is the reference Python performance benchmark suite. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: goDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc180160240320400SE +/- 0.33, N = 3SE +/- 1.20, N = 3353328336328
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: goDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc160120180240300Min: 353 / Avg: 353.33 / Max: 354Min: 326 / Avg: 328.33 / Max: 330

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: 2to3Default KernelExtra RunLinux 5.10.4Linux 5.11-rc1100200300400500SE +/- 0.33, N = 3SE +/- 0.67, N = 3461439444439
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: 2to3Default KernelExtra RunLinux 5.10.4Linux 5.11-rc180160240320400Min: 460 / Avg: 460.67 / Max: 461Min: 438 / Avg: 439.33 / Max: 440

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: chaosDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc14080120160200SE +/- 0.67, N = 3SE +/- 0.33, N = 3160147151147
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: chaosDefault KernelExtra RunLinux 5.10.4Linux 5.11-rc1306090120150Min: 159 / Avg: 160.33 / Max: 161Min: 146 / Avg: 146.67 / Max: 147

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: floatDefault KernelLinux 5.10.4Linux 5.11-rc14080120160200164151151

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: nbodyDefault KernelLinux 5.10.4Linux 5.11-rc14080120160200SE +/- 0.67, N = 3SE +/- 0.67, N = 3170159157
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: nbodyDefault KernelLinux 5.10.4Linux 5.11-rc1306090120150Min: 169 / Avg: 170.33 / Max: 171Min: 156 / Avg: 157.33 / Max: 158

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pathlibDefault KernelLinux 5.10.4Linux 5.11-rc1612182430SE +/- 0.06, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 325.022.822.7
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pathlibDefault KernelLinux 5.10.4Linux 5.11-rc1612182430Min: 24.9 / Avg: 25 / Max: 25.1Min: 22.7 / Avg: 22.77 / Max: 22.8Min: 22.7 / Avg: 22.7 / Max: 22.7

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: raytraceDefault KernelLinux 5.10.4Linux 5.11-rc1150300450600750SE +/- 1.20, N = 3SE +/- 1.73, N = 3714661657
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: raytraceDefault KernelLinux 5.10.4Linux 5.11-rc1130260390520650Min: 712 / Avg: 713.67 / Max: 716Min: 658 / Avg: 661 / Max: 664

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: json_loadsDefault KernelLinux 5.10.4Linux 5.11-rc1918273645SE +/- 0.03, N = 3SE +/- 0.07, N = 3SE +/- 0.03, N = 337.434.334.2
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: json_loadsDefault KernelLinux 5.10.4Linux 5.11-rc1816243240Min: 37.3 / Avg: 37.37 / Max: 37.4Min: 34.2 / Avg: 34.33 / Max: 34.4Min: 34.1 / Avg: 34.17 / Max: 34.2

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: crypto_pyaesDefault KernelLinux 5.10.4Linux 5.11-rc1306090120150SE +/- 0.33, N = 3154143142
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: crypto_pyaesDefault KernelLinux 5.10.4Linux 5.11-rc1306090120150Min: 142 / Avg: 142.67 / Max: 143

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: regex_compileDefault KernelLinux 5.10.4Linux 5.11-rc150100150200250SE +/- 0.33, N = 3233215215
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: regex_compileDefault KernelLinux 5.10.4Linux 5.11-rc14080120160200Min: 232 / Avg: 232.67 / Max: 233

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: python_startupDefault KernelLinux 5.10.4Linux 5.11-rc1510152025SE +/- 0.00, N = 3SE +/- 0.07, N = 3SE +/- 0.07, N = 312.220.720.7
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: python_startupDefault KernelLinux 5.10.4Linux 5.11-rc1510152025Min: 12.2 / Avg: 12.2 / Max: 12.2Min: 20.6 / Avg: 20.67 / Max: 20.8Min: 20.6 / Avg: 20.73 / Max: 20.8

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: django_templateDefault KernelLinux 5.10.4Linux 5.11-rc120406080100SE +/- 0.35, N = 3SE +/- 0.09, N = 3SE +/- 0.07, N = 380.975.975.5
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: django_templateDefault KernelLinux 5.10.4Linux 5.11-rc11530456075Min: 80.2 / Avg: 80.87 / Max: 81.4Min: 75.8 / Avg: 75.93 / Max: 76.1Min: 75.4 / Avg: 75.53 / Max: 75.6

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pickle_pure_pythonDefault KernelLinux 5.10.4Linux 5.11-rc1150300450600750SE +/- 0.67, N = 3697651646
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pickle_pure_pythonDefault KernelLinux 5.10.4Linux 5.11-rc1120240360480600Min: 650 / Avg: 650.67 / Max: 652

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: EmilyDefault KernelLinux 5.10.4Linux 5.11-rc1120240360480600539.96535.01536.84

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: Disney MaterialDefault KernelLinux 5.10.4Linux 5.11-rc170140210280350322.77316.76311.49

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: Material TesterDefault KernelLinux 5.10.4Linux 5.11-rc160120180240300287.58291.47289.58

AI Benchmark Alpha

AI Benchmark Alpha is a Python library for evaluating artificial intelligence (AI) performance on diverse hardware platforms and relies upon the TensorFlow machine learning library. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgScore, More Is BetterAI Benchmark Alpha 0.1.2Device Inference ScoreDefault KernelLinux 5.10.4Linux 5.11-rc1130260390520650581588584

OpenBenchmarking.orgScore, More Is BetterAI Benchmark Alpha 0.1.2Device Training ScoreDefault KernelLinux 5.10.4Linux 5.11-rc1150300450600750667689685

OpenBenchmarking.orgScore, More Is BetterAI Benchmark Alpha 0.1.2Device AI ScoreDefault KernelLinux 5.10.4Linux 5.11-rc130060090012001500124812771269

PHPBench

PHPBench is a benchmark suite for PHP. It performs a large number of simple tests in order to bench various aspects of the PHP interpreter. PHPBench can be used to compare hardware, operating systems, PHP versions, PHP accelerators and caches, compiler options, etc. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgScore, More Is BetterPHPBench 0.8.1PHP Benchmark SuiteDefault KernelLinux 5.10.4Linux 5.11-rc1110K220K330K440K550KSE +/- 1118.13, N = 3SE +/- 700.71, N = 3SE +/- 1896.86, N = 3475137517024513740
OpenBenchmarking.orgScore, More Is BetterPHPBench 0.8.1PHP Benchmark SuiteDefault KernelLinux 5.10.4Linux 5.11-rc190K180K270K360K450KMin: 472917 / Avg: 475136.67 / Max: 476482Min: 515722 / Avg: 517024 / Max: 518124Min: 511165 / Avg: 513739.67 / Max: 517440

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 WavPackDefault KernelLinux 5.10.4Linux 5.11-rc148121620SE +/- 0.10, N = 5SE +/- 0.01, N = 5SE +/- 0.01, N = 516.2114.8714.851. (CXX) g++ options: -rdynamic
OpenBenchmarking.orgSeconds, Fewer Is BetterWavPack Audio Encoding 5.3WAV To WavPackDefault KernelLinux 5.10.4Linux 5.11-rc148121620Min: 15.99 / Avg: 16.21 / Max: 16.44Min: 14.85 / Avg: 14.87 / Max: 14.91Min: 14.83 / Avg: 14.85 / Max: 14.91. (CXX) g++ options: -rdynamic

Sunflow Rendering System

This test runs benchmarks of the Sunflow Rendering System. The Sunflow Rendering System is an open-source render engine for photo-realistic image synthesis with a ray-tracing core. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterSunflow Rendering System 0.07.2Global Illumination + Image SynthesisDefault KernelLinux 5.10.4Linux 5.11-rc10.3560.7121.0681.4241.78SE +/- 0.014, N = 8SE +/- 0.013, N = 3SE +/- 0.022, N = 31.5811.5371.582MIN: 1.38 / MAX: 2.33MIN: 1.4 / MAX: 2.36MIN: 1.4 / MAX: 2.3
OpenBenchmarking.orgSeconds, Fewer Is BetterSunflow Rendering System 0.07.2Global Illumination + Image SynthesisDefault KernelLinux 5.10.4Linux 5.11-rc1246810Min: 1.53 / Avg: 1.58 / Max: 1.64Min: 1.52 / Avg: 1.54 / Max: 1.56Min: 1.55 / Avg: 1.58 / Max: 1.62

Unpacking Firefox

This simple test profile measures how long it takes to extract the .tar.xz source package of the Mozilla Firefox Web Browser. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterUnpacking Firefox 84.0Extracting: firefox-84.0.source.tar.xzDefault KernelLinux 5.10.4Linux 5.11-rc1612182430SE +/- 0.22, N = 8SE +/- 0.14, N = 20SE +/- 0.16, N = 2026.4725.7425.99
OpenBenchmarking.orgSeconds, Fewer Is BetterUnpacking Firefox 84.0Extracting: firefox-84.0.source.tar.xzDefault KernelLinux 5.10.4Linux 5.11-rc1612182430Min: 26.16 / Avg: 26.47 / Max: 28Min: 25.28 / Avg: 25.74 / Max: 28.2Min: 25.45 / Avg: 25.99 / Max: 28.75

FFTE

FFTE is a package by Daisuke Takahashi to compute Discrete Fourier Transforms of 1-, 2- and 3- dimensional sequences of length (2^p)*(3^q)*(5^r). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMFLOPS, More Is BetterFFTE 7.0N=256, 3D Complex FFT RoutineDefault KernelLinux 5.10.4Linux 5.11-rc17K14K21K28K35KSE +/- 35.57, N = 3SE +/- 40.89, N = 3SE +/- 1.43, N = 329782.8831684.7431043.731. (F9X) gfortran options: -O3 -fomit-frame-pointer -fopenmp
OpenBenchmarking.orgMFLOPS, More Is BetterFFTE 7.0N=256, 3D Complex FFT RoutineDefault KernelLinux 5.10.4Linux 5.11-rc15K10K15K20K25KMin: 29742.09 / Avg: 29782.88 / Max: 29853.75Min: 31613.38 / Avg: 31684.74 / Max: 31755.02Min: 31041 / Avg: 31043.73 / Max: 31045.841. (F9X) gfortran options: -O3 -fomit-frame-pointer -fopenmp

BYTE Unix Benchmark

This is a test of BYTE. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgLPS, More Is BetterBYTE Unix Benchmark 3.6Computational Test: Dhrystone 2Default KernelLinux 5.10.4Linux 5.11-rc18M16M24M32M40MSE +/- 91702.31, N = 3SE +/- 207274.15, N = 3SE +/- 77245.63, N = 333310090.435909522.336408424.2
OpenBenchmarking.orgLPS, More Is BetterBYTE Unix Benchmark 3.6Computational Test: Dhrystone 2Default KernelLinux 5.10.4Linux 5.11-rc16M12M18M24M30MMin: 33126709.9 / Avg: 33310090.4 / Max: 33404356.4Min: 35639526.9 / Avg: 35909522.27 / Max: 36316943.5Min: 36313928.7 / Avg: 36408424.23 / Max: 36561519.1

Hierarchical INTegration

This test runs the U.S. Department of Energy's Ames Laboratory Hierarchical INTegration (HINT) benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgQUIPs, More Is BetterHierarchical INTegration 1.0Test: FLOATDefault KernelLinux 5.10.4Linux 5.11-rc170M140M210M280M350MSE +/- 1313862.73, N = 3SE +/- 80446.54, N = 3SE +/- 262122.57, N = 3282568835.30305670769.36305438957.421. (CC) gcc options: -O3 -march=native -lm
OpenBenchmarking.orgQUIPs, More Is BetterHierarchical INTegration 1.0Test: FLOATDefault KernelLinux 5.10.4Linux 5.11-rc150M100M150M200M250MMin: 279963270.52 / Avg: 282568835.3 / Max: 284166541.35Min: 305546362.9 / Avg: 305670769.36 / Max: 305821331.03Min: 305139599.04 / Avg: 305438957.42 / Max: 305961347.151. (CC) gcc options: -O3 -march=native -lm

Cryptsetup

This is a test profile for running the cryptsetup benchmark to report on the system's cryptography performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgIterations Per Second, More Is BetterCryptsetupPBKDF2-sha512Default KernelLinux 5.10.4Linux 5.11-rc1300K600K900K1200K1500KSE +/- 12175.94, N = 3SE +/- 2865.42, N = 3SE +/- 1659.14, N = 3130011514037271404973
OpenBenchmarking.orgIterations Per Second, More Is BetterCryptsetupPBKDF2-sha512Default KernelLinux 5.10.4Linux 5.11-rc1200K400K600K800K1000KMin: 1280312 / Avg: 1300114.67 / Max: 1322290Min: 1398101 / Avg: 1403727.33 / Max: 1407484Min: 1401839 / Avg: 1404973.33 / Max: 1407484

OpenBenchmarking.orgIterations Per Second, More Is BetterCryptsetupPBKDF2-whirlpoolDefault KernelLinux 5.10.4Linux 5.11-rc1130K260K390K520K650KSE +/- 1020.69, N = 3SE +/- 1406.03, N = 3SE +/- 613.12, N = 3550533603098603787
OpenBenchmarking.orgIterations Per Second, More Is BetterCryptsetupPBKDF2-whirlpoolDefault KernelLinux 5.10.4Linux 5.11-rc1100K200K300K400K500KMin: 548992 / Avg: 550533 / Max: 552463Min: 600558 / Avg: 603098 / Max: 605413Min: 602629 / Avg: 603787.33 / Max: 604715

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupAES-XTS 256b EncryptionDefault KernelLinux 5.10.4Linux 5.11-rc1400800120016002000SE +/- 2.80, N = 3SE +/- 12.75, N = 3SE +/- 9.69, N = 31521.61658.91663.4
OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupAES-XTS 256b EncryptionDefault KernelLinux 5.10.4Linux 5.11-rc130060090012001500Min: 1517.2 / Avg: 1521.63 / Max: 1526.8Min: 1638.3 / Avg: 1658.87 / Max: 1682.2Min: 1644.5 / Avg: 1663.4 / Max: 1676.6

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupAES-XTS 256b DecryptionDefault KernelLinux 5.10.4Linux 5.11-rc1400800120016002000SE +/- 7.30, N = 3SE +/- 1.07, N = 3SE +/- 1.79, N = 31531.11668.21678.3
OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupAES-XTS 256b DecryptionDefault KernelLinux 5.10.4Linux 5.11-rc130060090012001500Min: 1517.9 / Avg: 1531.1 / Max: 1543.1Min: 1666.6 / Avg: 1668.17 / Max: 1670.2Min: 1675.1 / Avg: 1678.3 / Max: 1681.3

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupSerpent-XTS 256b EncryptionDefault KernelLinux 5.10.4Linux 5.11-rc180160240320400SE +/- 1.68, N = 3SE +/- 2.62, N = 3SE +/- 4.86, N = 3325.1356.4356.5
OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupSerpent-XTS 256b EncryptionDefault KernelLinux 5.10.4Linux 5.11-rc160120180240300Min: 321.8 / Avg: 325.13 / Max: 327.1Min: 351.5 / Avg: 356.37 / Max: 360.5Min: 346.8 / Avg: 356.5 / Max: 362

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupSerpent-XTS 256b DecryptionDefault KernelLinux 5.10.4Linux 5.11-rc180160240320400SE +/- 2.23, N = 3SE +/- 1.70, N = 3SE +/- 1.32, N = 3320.6354.9357.3
OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupSerpent-XTS 256b DecryptionDefault KernelLinux 5.10.4Linux 5.11-rc160120180240300Min: 318 / Avg: 320.57 / Max: 325Min: 352.9 / Avg: 354.93 / Max: 358.3Min: 354.7 / Avg: 357.33 / Max: 358.7

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupTwofish-XTS 256b EncryptionDefault KernelLinux 5.10.4Linux 5.11-rc180160240320400SE +/- 1.62, N = 3SE +/- 5.33, N = 3SE +/- 4.26, N = 3333.2364.8366.2
OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupTwofish-XTS 256b EncryptionDefault KernelLinux 5.10.4Linux 5.11-rc170140210280350Min: 330.1 / Avg: 333.17 / Max: 335.6Min: 354.3 / Avg: 364.8 / Max: 371.6Min: 357.9 / Avg: 366.2 / Max: 372

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupTwofish-XTS 256b DecryptionDefault KernelLinux 5.10.4Linux 5.11-rc180160240320400SE +/- 1.40, N = 3SE +/- 1.64, N = 3SE +/- 0.24, N = 3331.7367.1369.8
OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupTwofish-XTS 256b DecryptionDefault KernelLinux 5.10.4Linux 5.11-rc170140210280350Min: 329 / Avg: 331.73 / Max: 333.6Min: 365.2 / Avg: 367.13 / Max: 370.4Min: 369.5 / Avg: 369.83 / Max: 370.3

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupAES-XTS 512b EncryptionDefault KernelLinux 5.10.4Linux 5.11-rc130060090012001500SE +/- 11.60, N = 3SE +/- 3.09, N = 3SE +/- 0.68, N = 31356.01485.41488.7
OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupAES-XTS 512b EncryptionDefault KernelLinux 5.10.4Linux 5.11-rc130060090012001500Min: 1333.9 / Avg: 1355.97 / Max: 1373.2Min: 1479.3 / Avg: 1485.43 / Max: 1489.2Min: 1487.4 / Avg: 1488.7 / Max: 1489.7

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupAES-XTS 512b DecryptionDefault KernelLinux 5.10.4Linux 5.11-rc130060090012001500SE +/- 9.75, N = 3SE +/- 2.77, N = 3SE +/- 3.76, N = 31359.71488.71485.4
OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupAES-XTS 512b DecryptionDefault KernelLinux 5.10.4Linux 5.11-rc130060090012001500Min: 1342.3 / Avg: 1359.73 / Max: 1376Min: 1483.3 / Avg: 1488.73 / Max: 1492.4Min: 1479.4 / Avg: 1485.37 / Max: 1492.3

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupSerpent-XTS 512b EncryptionDefault KernelLinux 5.10.4Linux 5.11-rc180160240320400SE +/- 2.94, N = 3SE +/- 1.57, N = 3SE +/- 2.00, N = 2326.1359.3358.0
OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupSerpent-XTS 512b EncryptionDefault KernelLinux 5.10.4Linux 5.11-rc160120180240300Min: 321 / Avg: 326.07 / Max: 331.2Min: 356.2 / Avg: 359.33 / Max: 361.1Min: 356 / Avg: 358 / Max: 360

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupSerpent-XTS 512b DecryptionDefault KernelLinux 5.10.4Linux 5.11-rc180160240320400SE +/- 2.22, N = 3SE +/- 0.91, N = 3SE +/- 1.71, N = 3321.6356.7355.3
OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupSerpent-XTS 512b DecryptionDefault KernelLinux 5.10.4Linux 5.11-rc160120180240300Min: 317.2 / Avg: 321.6 / Max: 324.3Min: 355.6 / Avg: 356.7 / Max: 358.5Min: 352.4 / Avg: 355.27 / Max: 358.3

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupTwofish-XTS 512b EncryptionDefault KernelLinux 5.10.4Linux 5.11-rc180160240320400SE +/- 1.79, N = 3SE +/- 1.00, N = 3SE +/- 0.25, N = 3333.3369.9370.6
OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupTwofish-XTS 512b EncryptionDefault KernelLinux 5.10.4Linux 5.11-rc170140210280350Min: 330.6 / Avg: 333.33 / Max: 336.7Min: 367.9 / Avg: 369.9 / Max: 371Min: 370.1 / Avg: 370.6 / Max: 370.9

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupTwofish-XTS 512b DecryptionDefault KernelLinux 5.10.4Linux 5.11-rc180160240320400SE +/- 1.69, N = 3SE +/- 0.35, N = 3SE +/- 0.61, N = 3334.4368.2369.3
OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupTwofish-XTS 512b DecryptionDefault KernelLinux 5.10.4Linux 5.11-rc170140210280350Min: 332.1 / Avg: 334.4 / Max: 337.7Min: 367.7 / Avg: 368.23 / Max: 368.9Min: 368.3 / Avg: 369.33 / Max: 370.4

210 Results Shown

Unpacking The Linux Kernel
VkFFT
yquake2:
  OpenGL 1.x - 1920 x 1080
  OpenGL 3.x - 1920 x 1080
  Software CPU - 1920 x 1080
GLmark2:
  1280 x 1024
  1920 x 1080
VKMark:
  1280 x 1024
  1920 x 1080
WireGuard + Linux Networking Stack Stress Test
CLOMP
Polyhedron Fortran Benchmarks:
  ac
  air
  mdbx
  doduc
  linpk
  tfft2
  aermod
  rnflow
  induct2
  protein
  capacita
  channel2
  fatigue2
  gas_dyn2
  test_fpu2
  mp_prop_design
Timed HMMer Search
Timed MAFFT Alignment
LAMMPS Molecular Dynamics Simulator
WebP Image Encode:
  Default
  Quality 100
  Quality 100, Lossless
  Quality 100, Highest Compression
  Quality 100, Lossless, Highest Compression
simdjson:
  Kostya
  LargeRand
  PartialTweets
  DistinctUserID
LZ4 Compression:
  1 - Compression Speed
  1 - Decompression Speed
  3 - Compression Speed
  3 - Decompression Speed
  9 - Compression Speed
  9 - Decompression Speed
Zstd Compression:
  3
  19
oneDNN:
  IP Shapes 1D - f32 - CPU
  IP Shapes 3D - f32 - CPU
  IP Shapes 1D - u8s8f32 - CPU
  IP Shapes 3D - u8s8f32 - CPU
  Convolution Batch Shapes Auto - f32 - CPU
  Deconvolution Batch shapes_1d - f32 - CPU
  Deconvolution Batch shapes_3d - f32 - CPU
  Convolution Batch Shapes Auto - u8s8f32 - CPU
  Deconvolution Batch shapes_1d - u8s8f32 - CPU
  Deconvolution Batch shapes_3d - u8s8f32 - CPU
  Recurrent Neural Network Training - f32 - CPU
  Recurrent Neural Network Inference - f32 - CPU
  Recurrent Neural Network Training - u8s8f32 - CPU
  Recurrent Neural Network Inference - u8s8f32 - CPU
  Matrix Multiply Batch Shapes Transformer - f32 - CPU
  Recurrent Neural Network Training - bf16bf16bf16 - CPU
  Recurrent Neural Network Inference - bf16bf16bf16 - CPU
  Matrix Multiply Batch Shapes Transformer - u8s8f32 - CPU
Embree:
  Pathtracer - Crown
  Pathtracer ISPC - Crown
  Pathtracer - Asian Dragon
  Pathtracer - Asian Dragon Obj
  Pathtracer ISPC - Asian Dragon
  Pathtracer ISPC - Asian Dragon Obj
rav1e:
  1
  5
  6
  10
Coremark
Stockfish
asmFish
libavif avifenc:
  0
  2
  8
  10
Timed FFmpeg Compilation
Timed Linux Kernel Compilation
Timed LLVM Compilation
Build2
Numpy Benchmark
Timed Eigen Compilation
XZ Compression
DeepSpeech
Monkey Audio Encoding
FLAC Audio Encoding
LAME MP3 Encoding
Opus Codec Encoding
eSpeak-NG Speech Engine
RNNoise
Node.js V8 Web Tooling Benchmark
GROMACS
TensorFlow Lite:
  SqueezeNet
  Inception V4
  NASNet Mobile
  Mobilenet Float
  Mobilenet Quant
  Inception ResNet V2
ASTC Encoder:
  Fast
  Medium
  Thorough
  Exhaustive
Basis Universal:
  ETC1S
  UASTC Level 0
  UASTC Level 2
  UASTC Level 3
  UASTC Level 2 + RDO Post-Processing
SQLite Speedtest
Darktable:
  Boat - CPU-only
  Masskrug - CPU-only
  Server Rack - CPU-only
  Server Room - CPU-only
GIMP:
  resize
  rotate
  auto-levels
  unsharp-mask
RawTherapee
librsvg
Redis:
  LPOP
  SADD
  LPUSH
  GET
  SET
Mobile Neural Network:
  SqueezeNetV1.0
  resnet-v2-50
  MobileNetV2_224
  mobilenet-v1-1.0
  inception-v3
NCNN:
  CPU - mobilenet
  CPU-v2-v2 - mobilenet-v2
  CPU-v3-v3 - mobilenet-v3
  CPU - shufflenet-v2
  CPU - mnasnet
  CPU - efficientnet-b0
  CPU - blazeface
  CPU - googlenet
  CPU - vgg16
  CPU - resnet18
  CPU - alexnet
  CPU - resnet50
  CPU - yolov4-tiny
  CPU - squeezenet_ssd
  CPU - regnety_400m
  Vulkan GPU - mobilenet
  Vulkan GPU-v2-v2 - mobilenet-v2
  Vulkan GPU-v3-v3 - mobilenet-v3
  Vulkan GPU - shufflenet-v2
  Vulkan GPU - mnasnet
  Vulkan GPU - efficientnet-b0
  Vulkan GPU - blazeface
  Vulkan GPU - googlenet
  Vulkan GPU - vgg16
  Vulkan GPU - resnet18
  Vulkan GPU - alexnet
  Vulkan GPU - resnet50
  Vulkan GPU - yolov4-tiny
  Vulkan GPU - squeezenet_ssd
  Vulkan GPU - regnety_400m
TNN:
  CPU - MobileNet v2
  CPU - SqueezeNet v1.1
IndigoBench:
  CPU - Bedroom
  CPU - Supercar
Blender:
  BMW27 - CPU-Only
  Fishy Cat - CPU-Only
PyPerformance:
  go
  2to3
  chaos
  float
  nbody
  pathlib
  raytrace
  json_loads
  crypto_pyaes
  regex_compile
  python_startup
  django_template
  pickle_pure_python
Appleseed:
  Emily
  Disney Material
  Material Tester
AI Benchmark Alpha:
  Device Inference Score
  Device Training Score
  Device AI Score
PHPBench
WavPack Audio Encoding
Sunflow Rendering System
Unpacking Firefox
FFTE
BYTE Unix Benchmark
Hierarchical INTegration
Cryptsetup:
  PBKDF2-sha512
  PBKDF2-whirlpool
  AES-XTS 256b Encryption
  AES-XTS 256b Decryption
  Serpent-XTS 256b Encryption
  Serpent-XTS 256b Decryption
  Twofish-XTS 256b Encryption
  Twofish-XTS 256b Decryption
  AES-XTS 512b Encryption
  AES-XTS 512b Decryption
  Serpent-XTS 512b Encryption
  Serpent-XTS 512b Decryption
  Twofish-XTS 512b Encryption
  Twofish-XTS 512b Decryption