Ryzen 9 5900X

AMD Ryzen 9 5900X 12-Core testing with a ASUS ROG CROSSHAIR VIII HERO (2702 BIOS) and AMD Radeon RX 56/64 8GB on Ubuntu 20.10 via the Phoronix Test Suite.

HTML result view exported from: https://openbenchmarking.org/result/2012018-HA-RYZEN959003&sro&grs.

Ryzen 9 5900XProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLVulkanCompilerFile-SystemScreen Resolution5900X23AMD Ryzen 9 5900X 12-Core @ 3.70GHz (12 Cores / 24 Threads)ASUS ROG CROSSHAIR VIII HERO (2702 BIOS)AMD Starship/Matisse16GB1000GB Sabrent Rocket 4.0 1TBAMD Radeon RX 56/64 8GB (1590/800MHz)AMD Vega 10 HDMI AudioASUS VP28URealtek RTL8125 2.5GbE + Intel I211Ubuntu 20.105.8.0-29-generic (x86_64)GNOME Shell 3.38.1X Server 1.20.9amdgpu 19.1.04.6 Mesa 20.2.1 (LLVM 11.0.0)1.2.131GCC 10.2.0ext43840x2160OpenBenchmarking.orgCompiler Details- --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 Processor Details- Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0xa201009Graphics Details- GLAMORJava Details- OpenJDK Runtime Environment (build 11.0.9.1+1-Ubuntu-0ubuntu1.20.10)Python Details- Python 3.8.6Security Details- 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 IBRS_FW STIBP: always-on RSB filling + srbds: Not affected + tsx_async_abort: Not affected

Ryzen 9 5900Xonednn: Matrix Multiply Batch Shapes Transformer - f32 - CPUphpbench: PHP Benchmark Suiteonednn: IP Batch 1D - f32 - CPUonednn: IP Batch All - u8s8f32 - CPUhpcc: Rand Ring Bandwidthlammps: Rhodopsin Proteinstress-ng: Context Switchinggeekbench: GPU Vulkanstress-ng: CPU Cachepyperformance: nbodyncnn: Vulkan GPU - efficientnet-b0redis: LPOPlczero: BLASncnn: Vulkan GPU - resnet50crafty: Elapsed Timestockfish: Total Timeonednn: Convolution Batch Shapes Auto - u8s8f32 - CPUsunflow: Global Illumination + Image Synthesisncnn: Vulkan GPU - vgg16hpcc: EP-DGEMMonednn: Matrix Multiply Batch Shapes Transformer - u8s8f32 - CPUcompress-lz4: 9 - Compression Speedncnn: Vulkan GPU - mobilenetbasis: UASTC Level 0yquake2: Software CPU - 3840 x 2160stress-ng: CPU Stresslczero: Eigenpyperformance: django_templateredis: GETmlpack: scikit_linearridgeregressionmnn: inception-v3hugin: Panorama Photo Assistant + Stitching Timeespeak: Text-To-Speech Synthesisbasis: ETC1Sdarktable: Server Rack - CPU-onlyncnn: Vulkan GPU - shufflenet-v2onednn: Deconvolution Batch deconv_3d - f32 - CPUhpcc: Max Ping Pong Bandwidthmnn: SqueezeNetV1.0x265: Bosphorus 4Kmnn: resnet-v2-50x265: Bosphorus 1080pncnn: CPU - alexnetnumpy: onednn: IP Batch All - f32 - CPUyquake2: OpenGL 1.x - 2560 x 1440hint: FLOAThpcc: Rand Ring Latencyindigobench: CPU - Supercaryquake2: OpenGL 1.x - 1920 x 1080stress-ng: Malloconednn: IP Batch 1D - u8s8f32 - CPUbuild-llvm: Time To Compilebuild-linux-kernel: Time To Compileddnet: 1920 x 1080 - Fullscreen - OpenGL 3.3 - Default - Multeasymapddnet: 3840 x 2160 - Fullscreen - OpenGL 3.3 - Default - Multeasymapmlpack: scikit_qdapyperformance: pickle_pure_pythonpyperformance: crypto_pyaesdolfyn: Computational Fluid Dynamicsyquake2: OpenGL 1.x - 3840 x 2160redis: LPUSHcompress-lz4: 3 - Compression Speedstress-ng: Glibc C String Functionsyquake2: Software CPU - 1920 x 1080onednn: Convolution Batch Shapes Auto - f32 - CPUocrmypdf: Processing 60 Page PDF Documentmnn: MobileNetV2_224geekbench: CPU Single Corecompress-lz4: 1 - Compression Speedncnn: Vulkan GPU - blazefaceastcenc: Mediumncnn: CPU - shufflenet-v2rav1e: 10stress-ng: Forkingavifenc: 8hpcc: G-Rand Accessbrl-cad: VGR Performance Metriconednn: Deconvolution Batch deconv_3d - u8s8f32 - CPUncnn: Vulkan GPU - resnet18tesseract-ocr: Time To OCR 7 Imagesstress-ng: MMAPbasis: UASTC Level 2 + RDO Post-Processingncnn: CPU - mobilenetembree: Pathtracer - Asian Dragononednn: Deconvolution Batch deconv_1d - f32 - CPUpyperformance: floatonednn: Recurrent Neural Network Training - f32 - CPUncnn: Vulkan GPU-v3-v3 - mobilenet-v3indigobench: CPU - Bedroomstress-ng: Semaphoresncnn: CPU - resnet50pyperformance: pathlibmnn: mobilenet-v1-1.0tnn: CPU - MobileNet v2stress-ng: MEMFDhpcc: EP-STREAM Triadhpcc: G-Fftencnn: Vulkan GPU - mnasnetyquake2: OpenGL 3.x - 3840 x 2160stress-ng: Socket Activitylammps: 20k Atomsrnnoise: yquake2: OpenGL 3.x - 2560 x 1440avifenc: 0tensorflow-lite: NASNet Mobileyquake2: Software CPU - 2560 x 1440asmfish: 1024 Hash Memory, 26 Depthncnn: CPU - blazefacepyperformance: python_startupembree: Pathtracer - Crownpyperformance: chaostnn: CPU - SqueezeNet v1.1ncnn: CPU - efficientnet-b0pyperformance: json_loadskvazaar: Bosphorus 1080p - Mediumkvazaar: Bosphorus 1080p - Very Fastmpv: Big Buck Bunny Sunflower 1080p - Software Onlykvazaar: Bosphorus 4K - Very Fastrav1e: 6stress-ng: Memory Copyingmlpack: scikit_icapyperformance: goembree: Pathtracer ISPC - Crownncnn: CPU - mnasnetbasis: UASTC Level 3vkfft: ncnn: CPU-v3-v3 - mobilenet-v3basis: UASTC Level 2stress-ng: Matrix Mathdarktable: Masskrug - CPU-onlykvazaar: Bosphorus 1080p - Ultra Fastncnn: CPU-v2-v2 - mobilenet-v2rav1e: 5ncnn: CPU - resnet18compress-lz4: 3 - Decompression Speedavifenc: 10hpcc: G-HPLglmark2: 1920 x 1080embree: Pathtracer - Asian Dragon Objhpcg: blender: Fishy Cat - CPU-Onlykvazaar: Bosphorus 4K - Ultra Fastcaffe: AlexNet - CPU - 100astcenc: Thoroughncnn: CPU - googlenetncnn: CPU - squeezenetglmark2: 1920 x 1200ffte: N=256, 3D Complex FFT Routineembree: Pathtracer ISPC - Asian Dragonblender: Barbershop - CPU-Onlystress-ng: SENDFILEblender: Classroom - CPU-Onlyavifenc: 2darktable: Boat - CPU-onlystress-ng: Glibc Qsort Data Sortinggeekbench: CPU Multi Corencnn: CPU - vgg16caffe: AlexNet - CPU - 200ncnn: CPU - yolov4-tinytensorflow-lite: Inception ResNet V2embree: Pathtracer ISPC - Asian Dragon Objtensorflow-lite: Mobilenet Quantgromacs: Water Benchmarkonednn: Deconvolution Batch deconv_1d - u8s8f32 - CPUcaffe: GoogleNet - CPU - 200hmmer: Pfam Database Searchtensorflow-lite: SqueezeNetpyperformance: raytracehpcc: G-Ptransstress-ng: NUMAkvazaar: Bosphorus 1080p - Slowdarktable: Server Room - CPU-onlyblender: BMW27 - CPU-Onlystress-ng: System V Message Passingstress-ng: Cryptokvazaar: Bosphorus 4K - Slowastcenc: Exhaustiveastcenc: Fasttensorflow-lite: Mobilenet Floatkvazaar: Bosphorus 4K - Mediumtensorflow-lite: Inception V4compress-zstd: 19namd: ATPase Simulation - 327,506 Atomsncnn: Vulkan GPU - squeezenetyquake2: OpenGL 3.x - 1920 x 1080stress-ng: Atomicrawtherapee: Total Benchmark Timerav1e: 1mpv: Big Buck Bunny Sunflower 4K - Software Onlycompress-lz4: 1 - Decompression Speedmlpack: scikit_svmblender: Pabellon Barcelona - CPU-Onlycompress-lz4: 9 - Decompression Speedcompress-zstd: 3openssl: RSA 4096-bit Performancecaffe: GoogleNet - CPU - 100stress-ng: Vector Mathglmark2: 3840 x 2160waifu2x-ncnn: 2x - 3 - Yesglmark2: 2560 x 1440ddnet: 3840 x 2160 - Fullscreen - OpenGL 3.3 - Default - RaiNyMore2pyperformance: regex_compilepyperformance: 2to3ncnn: Vulkan GPU - alexnetncnn: Vulkan GPU-v2-v2 - mobilenet-v2mocassin: Dust 2D tau100.0kripke: ncnn: Vulkan GPU - yolov4-tinyncnn: Vulkan GPU - googlenetredis: SETredis: SADDonednn: Recurrent Neural Network Inference - f32 - CPUddnet: 1920 x 1080 - Fullscreen - OpenGL 3.3 - Default - RaiNyMore25900X230.7712939030753.8303913.53172.3953210.0036655497.993583536.1588.59.972212092.255766.35116312853534682718.17220.67811.3019.925401.3085568.967.805.38848.89911.1561634.83503239.212.6227.58035.09121.37237.1850.1722.314.7814328532.5816.21823.3227.15671.4913.52518.4349.2393729.5520270679.838190.438086.932783.9204413476.021.03576415.29653.585388.57375.1459.6331376.113.348801.22256430.7071.472047853.50180.416.529313.6803.075176212141.030.955.733.844.38494938.544.3460.045562132981.808672.1619.068352.72476.47312.2220.32222.7766881.1181.4533.563.3411764847.3323.5812.65.702213.3511035.962.166905.995242.74972.810102.0610.91415.160947.158.463123236104.5488524111.536.1919.822781.5207.2555.1717.231.2269.582280.8223.341.9811607.3539.4418819.43433.8233.943174034.0718.67559942.235.669129.654.251.48413.0413302.04.16549.23707662118.37704.97041125.4240.953721315.1812.6512.68609638067.31743015720.6212369.27293369.91280.4035.48112.972204.291373559.967487221.26161485018.303891938.11.2872.7518618883597.9011241633462.97290431.6830.715.57195.7213737509.993864.638.39122.434.2284260.08.54179738745.21.292374.63978.8203204.3746.1820.506716.3713546.816.83305.9913292.95921.13870.894273135340.6722407.0134368374.891222344.082.56179106770159.138.292699538.083078815.3330.8483349.381.728008117733.5917314.60572.5189410.5436813681.233412836.4990.110.172269525.575946.50114263883636884217.60040.70011.5019.399231.3429169.097.615.38947.79701.9161235.33436024.382.5727.16635.57521.70236.6740.1752.344.8616128986.8436.17623.3827.05872.5613.72511.5848.5316722.4527591041.958650.444236.976794.7207104616.891.04968414.56254.203392.98380.0659.8731777.013.337792.12282142.7771.302070627.69180.716.523113.5453.065177912269.270.965.783.854.34095309.234.3130.046012153981.812332.1518.892349.47480.80512.1720.50532.7518980.8179.9303.583.3481757005.5923.7112.65.690212.2601032.732.173995.977472.73974.910089.2810.93615.210946.258.829122409104.6491742761.546.1519.730981.3206.9465.1417.331.4069.192285.0623.391.9921615.3639.2318719.37613.8033.804173974.0718.60259808.485.642130.274.231.49113.0713241.34.15549.01677660818.45044.94879125.5240.873722215.1812.6712.65607338216.66610965220.5595368.76292562.89280.5735.58312.924203.871371459.967506321.33161346718.272491977.41.2882.7433418827397.8011239593452.96947432.8330.685.55895.6913761384.753861.848.41122.344.2284226.08.56179557345.21.289554.62980.9203625.3846.2770.507715.0013546.416.86306.4713272.75920.23871.694406135461.3022427.0084368374.891222344.082.56179177697399.075.712643892.853010339.6540.6051343.611.450068358183.9445614.22522.5543110.5786445064.733455537.8792.59.742294079.065976.28112553323522129917.62660.69111.6419.482571.3198170.697.745.51848.89861.4362534.63441942.202.5727.05734.90521.77836.5320.1722.304.8110528622.9526.27423.6926.74971.7913.63510.9548.8790732.7526804680.348410.439807.028789.9204308047.601.04763420.07353.498393.69379.1560.4031676.513.196800.42262592.0672.102048383.13182.416.349213.5333.042176012218.830.955.723.884.36494356.464.3030.045952135981.825932.1418.918351.11479.41312.1120.38522.7539781.5181.3043.553.3681750702.0523.7712.55.659213.8581040.452.182945.951542.75979.910161.4810.85915.266952.758.428122448105.2489736441.546.1719.695981.8208.1885.1617.331.3769.242293.6523.471.9881606.7039.2718819.47903.8233.771173164.0918.69360099.005.663129.684.241.48613.1013263.04.17449.22787659218.45754.95796124.9841.043736315.1212.7012.70609738204.49034482320.5411367.85293682.92279.5135.45112.971203.551368760.177480921.31160963318.244791691.11.2912.7437718884497.6051237983452.97757432.1230.765.55795.4813770619.333871.138.41122.144.2384061.08.56179335045.11.291574.62979.4203460.7746.2120.507715.6213572.016.86306.5313269.85911.83876.494303135475.6322417.0074366375.031222344.082.56179100847709.215.792699923.203024458.7840.3991343.52OpenBenchmarking.org

DDraceNetwork

Resolution: 1920 x 1080 - Mode: Fullscreen - Renderer: OpenGL 3.3 - Zoom: Default - Demo: Multeasymap - Total Frame Time

OpenBenchmarking.orgMilliseconds, Fewer Is BetterDDraceNetwork 15.2.3Resolution: 1920 x 1080 - Mode: Fullscreen - Renderer: OpenGL 3.3 - Zoom: Default - Demo: Multeasymap - Total Frame Time235900X3691215Min: 2.02 / Avg: 2.49 / Max: 10.63Min: 2 / Avg: 2.68 / Max: 8.15Min: 2.01 / Avg: 2.78 / Max: 10.361. (CXX) g++ options: -O3 -rdynamic -lcrypto -lz -lrt -lpthread -lcurl -lfreetype -lSDL2 -lwavpack -lopusfile -lopus -logg -lGL -lX11 -lnotify -lgdk_pixbuf-2.0 -lgio-2.0 -lgobject-2.0 -lglib-2.0

DDraceNetwork

Resolution: 1920 x 1080 - Mode: Fullscreen - Renderer: OpenGL 3.3 - Zoom: Default - Demo: RaiNyMore2 - Total Frame Time

OpenBenchmarking.orgMilliseconds, Fewer Is BetterDDraceNetwork 15.2.3Resolution: 1920 x 1080 - Mode: Fullscreen - Renderer: OpenGL 3.3 - Zoom: Default - Demo: RaiNyMore2 - Total Frame Time235900X3691215Min: 2.45 / Avg: 2.67 / Max: 9.38Min: 2.67 / Avg: 3.01 / Max: 10.81Min: 2.5 / Avg: 2.67 / Max: 9.431. (CXX) g++ options: -O3 -rdynamic -lcrypto -lz -lrt -lpthread -lcurl -lfreetype -lSDL2 -lwavpack -lopusfile -lopus -logg -lGL -lX11 -lnotify -lgdk_pixbuf-2.0 -lgio-2.0 -lgobject-2.0 -lglib-2.0

DDraceNetwork

Resolution: 3840 x 2160 - Mode: Fullscreen - Renderer: OpenGL 3.3 - Zoom: Default - Demo: Multeasymap - Total Frame Time

OpenBenchmarking.orgMilliseconds, Fewer Is BetterDDraceNetwork 15.2.3Resolution: 3840 x 2160 - Mode: Fullscreen - Renderer: OpenGL 3.3 - Zoom: Default - Demo: Multeasymap - Total Frame Time235900X3691215Min: 2 / Avg: 2.71 / Max: 6.37Min: 2 / Avg: 2.67 / Max: 7.93Min: 2.01 / Avg: 2.74 / Max: 7.741. (CXX) g++ options: -O3 -rdynamic -lcrypto -lz -lrt -lpthread -lcurl -lfreetype -lSDL2 -lwavpack -lopusfile -lopus -logg -lGL -lX11 -lnotify -lgdk_pixbuf-2.0 -lgio-2.0 -lgobject-2.0 -lglib-2.0

DDraceNetwork

Resolution: 3840 x 2160 - Mode: Fullscreen - Renderer: OpenGL 3.3 - Zoom: Default - Demo: RaiNyMore2 - Total Frame Time

OpenBenchmarking.orgMilliseconds, Fewer Is BetterDDraceNetwork 15.2.3Resolution: 3840 x 2160 - Mode: Fullscreen - Renderer: OpenGL 3.3 - Zoom: Default - Demo: RaiNyMore2 - Total Frame Time235900X3691215Min: 2.38 / Avg: 2.67 / Max: 8.05Min: 2.44 / Avg: 2.67 / Max: 8.23Min: 2.39 / Avg: 2.67 / Max: 8.071. (CXX) g++ options: -O3 -rdynamic -lcrypto -lz -lrt -lpthread -lcurl -lfreetype -lSDL2 -lwavpack -lopusfile -lopus -logg -lGL -lX11 -lnotify -lgdk_pixbuf-2.0 -lgio-2.0 -lgobject-2.0 -lglib-2.0

oneDNN

Harness: Matrix Multiply Batch Shapes Transformer - Data Type: f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Matrix Multiply Batch Shapes Transformer - Data Type: f32 - Engine: CPU235900X0.38880.77761.16641.55521.944SE +/- 0.002703, N = 3SE +/- 0.014086, N = 9SE +/- 0.000301, N = 31.7280001.4500600.771293MIN: 1.67MIN: 1.34MIN: 0.751. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

PHPBench

PHP Benchmark Suite

OpenBenchmarking.orgScore, More Is BetterPHPBench 0.8.1PHP Benchmark Suite235900X200K400K600K800K1000KSE +/- 7060.51, N = 3SE +/- 7767.91, N = 3SE +/- 6882.82, N = 3811773835818903075

oneDNN

Harness: IP Batch 1D - Data Type: f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: IP Batch 1D - Data Type: f32 - Engine: CPU235900X0.88751.7752.66253.554.4375SE +/- 0.01278, N = 3SE +/- 0.01910, N = 3SE +/- 0.00723, N = 33.591733.944563.83039MIN: 3.37MIN: 3.72MIN: 3.551. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

oneDNN

Harness: IP Batch All - Data Type: u8s8f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: IP Batch All - Data Type: u8s8f32 - Engine: CPU235900X48121620SE +/- 0.09, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 314.6114.2313.53MIN: 14.03MIN: 13.85MIN: 13.11. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

HPC Challenge

Test / Class: Random Ring Bandwidth

OpenBenchmarking.orgGB/s, More Is BetterHPC Challenge 1.5.0Test / Class: Random Ring Bandwidth235900X0.57471.14941.72412.29882.8735SE +/- 0.02008, N = 3SE +/- 0.03403, N = 3SE +/- 0.05451, N = 32.518942.554312.395321. (CC) gcc options: -lblas -lm -pthread -lmpi -fomit-frame-pointer -funroll-loops2. ATLAS + Open MPI 4.0.3

LAMMPS Molecular Dynamics Simulator

Model: Rhodopsin Protein

OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 29Oct2020Model: Rhodopsin Protein235900X3691215SE +/- 0.12, N = 15SE +/- 0.12, N = 15SE +/- 0.11, N = 310.5410.5810.001. (CXX) g++ options: -O3 -pthread -lm

Stress-NG

Test: Context Switching

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: Context Switching235900X1.5M3M4.5M6M7.5MSE +/- 28164.14, N = 3SE +/- 98670.09, N = 15SE +/- 62445.41, N = 156813681.236445064.736655497.991. (CC) gcc options: -O2 -std=gnu99 -lm -laio -lcrypt -lrt -lz -ldl -lpthread -lc

Geekbench

Test: GPU Vulkan

OpenBenchmarking.orgScore, More Is BetterGeekbench 5Test: GPU Vulkan235900X8K16K24K32K40KSE +/- 339.38, N = 3SE +/- 531.13, N = 3SE +/- 258.02, N = 3341283455535835

Stress-NG

Test: CPU Cache

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: CPU Cache235900X918273645SE +/- 0.46, N = 3SE +/- 0.59, N = 3SE +/- 0.29, N = 336.4937.8736.151. (CC) gcc options: -O2 -std=gnu99 -lm -laio -lcrypt -lrt -lz -ldl -lpthread -lc

PyPerformance

Benchmark: nbody

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: nbody235900X20406080100SE +/- 0.43, N = 3SE +/- 0.07, N = 3SE +/- 0.22, N = 390.192.588.5

NCNN

Target: Vulkan GPU - Model: efficientnet-b0

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: efficientnet-b0235900X3691215SE +/- 0.19, N = 3SE +/- 0.07, N = 3SE +/- 0.13, N = 310.179.749.97MIN: 8.94 / MAX: 24.01MIN: 8.99 / MAX: 23.98MIN: 9 / MAX: 241. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Redis

Test: LPOP

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 6.0.9Test: LPOP235900X500K1000K1500K2000K2500KSE +/- 26791.80, N = 15SE +/- 33710.18, N = 4SE +/- 32557.88, N = 32269525.572294079.062212092.251. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

LeelaChessZero

Backend: BLAS

OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.26Backend: BLAS235900X130260390520650SE +/- 7.09, N = 5SE +/- 2.65, N = 3SE +/- 5.51, N = 35945975761. (CXX) g++ options: -flto -pthread

NCNN

Target: Vulkan GPU - Model: resnet50

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: resnet50235900X246810SE +/- 0.06, N = 3SE +/- 0.03, N = 3SE +/- 0.07, N = 36.506.286.35MIN: 6.04 / MAX: 19.3MIN: 6.04 / MAX: 18.71MIN: 6.04 / MAX: 18.391. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Crafty

Elapsed Time

OpenBenchmarking.orgNodes Per Second, More Is BetterCrafty 25.2Elapsed Time235900X2M4M6M8M10MSE +/- 46254.71, N = 3SE +/- 74012.37, N = 3SE +/- 109327.93, N = 31142638811255332116312851. (CC) gcc options: -pthread -lstdc++ -fprofile-use -lm

Stockfish

Total Time

OpenBenchmarking.orgNodes Per Second, More Is BetterStockfish 12Total Time235900X8M16M24M32M40MSE +/- 389481.81, N = 3SE +/- 570842.58, N = 3SE +/- 300661.60, N = 123636884235221299353468271. (CXX) g++ options: -m64 -lpthread -fno-exceptions -std=c++17 -pedantic -O3 -msse -msse3 -mpopcnt -msse4.1 -mssse3 -msse2 -flto -flto=jobserver

oneDNN

Harness: Convolution Batch Shapes Auto - Data Type: u8s8f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Convolution Batch Shapes Auto - Data Type: u8s8f32 - Engine: CPU235900X48121620SE +/- 0.05, N = 3SE +/- 0.06, N = 3SE +/- 0.01, N = 317.6017.6318.17MIN: 17.22MIN: 17.31MIN: 17.971. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

Sunflow Rendering System

Global Illumination + Image Synthesis

OpenBenchmarking.orgSeconds, Fewer Is BetterSunflow Rendering System 0.07.2Global Illumination + Image Synthesis235900X0.15750.3150.47250.630.7875SE +/- 0.011, N = 3SE +/- 0.004, N = 3SE +/- 0.006, N = 150.7000.6910.678MIN: 0.58 / MAX: 0.93MIN: 0.62 / MAX: 0.88MIN: 0.57 / MAX: 0.96

NCNN

Target: Vulkan GPU - Model: vgg16

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: vgg16235900X3691215SE +/- 0.21, N = 3SE +/- 0.09, N = 3SE +/- 0.24, N = 311.5011.6411.30MIN: 10.23 / MAX: 31.99MIN: 10.2 / MAX: 32.77MIN: 10.21 / MAX: 32.011. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

HPC Challenge

Test / Class: EP-DGEMM

OpenBenchmarking.orgGFLOPS, More Is BetterHPC Challenge 1.5.0Test / Class: EP-DGEMM235900X510152025SE +/- 0.15, N = 3SE +/- 0.10, N = 3SE +/- 0.39, N = 319.4019.4819.931. (CC) gcc options: -lblas -lm -pthread -lmpi -fomit-frame-pointer -funroll-loops2. ATLAS + Open MPI 4.0.3

oneDNN

Harness: Matrix Multiply Batch Shapes Transformer - Data Type: u8s8f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Matrix Multiply Batch Shapes Transformer - Data Type: u8s8f32 - Engine: CPU235900X0.30220.60440.90661.20881.511SE +/- 0.01643, N = 6SE +/- 0.00115, N = 3SE +/- 0.00188, N = 31.342911.319811.30855MIN: 1.28MIN: 1.29MIN: 1.281. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

LZ4 Compression

Compression Level: 9 - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 9 - Compression Speed235900X1632486480SE +/- 0.45, N = 3SE +/- 0.66, N = 3SE +/- 0.55, N = 369.0970.6968.961. (CC) gcc options: -O3

NCNN

Target: Vulkan GPU - Model: mobilenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: mobilenet235900X246810SE +/- 0.16, N = 3SE +/- 0.04, N = 3SE +/- 0.04, N = 37.617.747.80MIN: 5 / MAX: 16.39MIN: 4.99 / MAX: 14.44MIN: 6.43 / MAX: 15.191. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Basis Universal

Settings: UASTC Level 0

OpenBenchmarking.orgSeconds, Fewer Is BetterBasis Universal 1.12Settings: UASTC Level 0235900X1.24162.48323.72484.96646.208SE +/- 0.032, N = 3SE +/- 0.018, N = 3SE +/- 0.008, N = 35.3895.5185.3881. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread

yquake2

Renderer: Software CPU - Resolution: 3840 x 2160

OpenBenchmarking.orgFrames Per Second, More Is Betteryquake2 7.45Renderer: Software CPU - Resolution: 3840 x 2160235900X1122334455SE +/- 0.39, N = 3SE +/- 0.07, N = 3SE +/- 0.07, N = 347.748.848.81. (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

Stress-NG

Test: CPU Stress

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: CPU Stress235900X2K4K6K8K10KSE +/- 114.36, N = 3SE +/- 48.40, N = 3SE +/- 81.26, N = 39701.919861.439911.151. (CC) gcc options: -O2 -std=gnu99 -lm -laio -lcrypt -lrt -lz -ldl -lpthread -lc

LeelaChessZero

Backend: Eigen

OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.26Backend: Eigen235900X130260390520650SE +/- 6.96, N = 3SE +/- 4.91, N = 3SE +/- 8.84, N = 36126256161. (CXX) g++ options: -flto -pthread

PyPerformance

Benchmark: django_template

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: django_template235900X816243240SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 335.334.634.8

Redis

Test: GET

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 6.0.9Test: GET235900X800K1600K2400K3200K4000KSE +/- 46782.53, N = 15SE +/- 45022.26, N = 15SE +/- 40710.17, N = 63436024.383441942.203503239.211. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

Mlpack Benchmark

Benchmark: scikit_linearridgeregression

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_linearridgeregression235900X0.58951.1791.76852.3582.9475SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 32.572.572.62

Mobile Neural Network

Model: inception-v3

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2020-09-17Model: inception-v3235900X612182430SE +/- 0.15, N = 15SE +/- 0.07, N = 3SE +/- 0.17, N = 1527.1727.0627.58MIN: 26.39 / MAX: 38.47MIN: 26.63 / MAX: 38.02MIN: 26.66 / MAX: 38.551. (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

Hugin

Panorama Photo Assistant + Stitching Time

OpenBenchmarking.orgSeconds, Fewer Is BetterHuginPanorama Photo Assistant + Stitching Time235900X816243240SE +/- 0.19, N = 3SE +/- 0.32, N = 3SE +/- 0.30, N = 335.5834.9135.09

eSpeak-NG Speech Engine

Text-To-Speech Synthesis

OpenBenchmarking.orgSeconds, Fewer Is BettereSpeak-NG Speech Engine 20200907Text-To-Speech Synthesis235900X510152025SE +/- 0.14, N = 4SE +/- 0.10, N = 4SE +/- 0.12, N = 421.7021.7821.371. (CC) gcc options: -O2 -std=c99

Basis Universal

Settings: ETC1S

OpenBenchmarking.orgSeconds, Fewer Is BetterBasis Universal 1.12Settings: ETC1S235900X918273645SE +/- 0.32, N = 3SE +/- 0.25, N = 3SE +/- 0.09, N = 336.6736.5337.191. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread

Darktable

Test: Server Rack - Acceleration: CPU-only

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.2.1Test: Server Rack - Acceleration: CPU-only235900X0.03940.07880.11820.15760.197SE +/- 0.002, N = 4SE +/- 0.000, N = 3SE +/- 0.000, N = 30.1750.1720.172

NCNN

Target: Vulkan GPU - Model: shufflenet-v2

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: shufflenet-v2235900X0.52651.0531.57952.1062.6325SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 32.342.302.31MIN: 2.24 / MAX: 6.9MIN: 2.24 / MAX: 2.92MIN: 2.25 / MAX: 2.941. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

oneDNN

Harness: Deconvolution Batch deconv_3d - Data Type: f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Deconvolution Batch deconv_3d - Data Type: f32 - Engine: CPU235900X1.09392.18783.28174.37565.4695SE +/- 0.04169, N = 3SE +/- 0.00807, N = 3SE +/- 0.00690, N = 34.861614.811054.78143MIN: 4.43MIN: 4.44MIN: 4.431. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

HPC Challenge

Test / Class: Max Ping Pong Bandwidth

OpenBenchmarking.orgMB/s, More Is BetterHPC Challenge 1.5.0Test / Class: Max Ping Pong Bandwidth235900X6K12K18K24K30KSE +/- 45.89, N = 3SE +/- 314.11, N = 3SE +/- 202.54, N = 328986.8428622.9528532.581. (CC) gcc options: -lblas -lm -pthread -lmpi -fomit-frame-pointer -funroll-loops2. ATLAS + Open MPI 4.0.3

Mobile Neural Network

Model: SqueezeNetV1.0

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2020-09-17Model: SqueezeNetV1.0235900X246810SE +/- 0.055, N = 15SE +/- 0.056, N = 3SE +/- 0.083, N = 156.1766.2746.218MIN: 5.46 / MAX: 15.95MIN: 6 / MAX: 8.61MIN: 5.36 / MAX: 15.711. (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

x265

Video Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is Betterx265 3.4Video Input: Bosphorus 4K235900X612182430SE +/- 0.04, N = 3SE +/- 0.07, N = 3SE +/- 0.04, N = 323.3823.6923.321. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

Mobile Neural Network

Model: resnet-v2-50

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2020-09-17Model: resnet-v2-50235900X612182430SE +/- 0.09, N = 15SE +/- 0.14, N = 3SE +/- 0.13, N = 1527.0626.7527.16MIN: 26.48 / MAX: 37.9MIN: 26.27 / MAX: 38.84MIN: 26.34 / MAX: 52.411. (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

x265

Video Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is Betterx265 3.4Video Input: Bosphorus 1080p235900X1632486480SE +/- 0.57, N = 3SE +/- 0.48, N = 3SE +/- 0.06, N = 372.5671.7971.491. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

NCNN

Target: CPU - Model: alexnet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: alexnet235900X48121620SE +/- 0.08, N = 3SE +/- 0.00, N = 3SE +/- 0.07, N = 313.7213.6313.52MIN: 13.49 / MAX: 14.09MIN: 13.42 / MAX: 14.03MIN: 13.25 / MAX: 13.851. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Numpy Benchmark

OpenBenchmarking.orgScore, More Is BetterNumpy Benchmark235900X110220330440550SE +/- 4.27, N = 3SE +/- 4.07, N = 3SE +/- 4.92, N = 3511.58510.95518.43

oneDNN

Harness: IP Batch All - Data Type: f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: IP Batch All - Data Type: f32 - Engine: CPU235900X1122334455SE +/- 0.26, N = 3SE +/- 0.22, N = 3SE +/- 0.14, N = 348.5348.8849.24MIN: 47.52MIN: 47.98MIN: 48.681. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

yquake2

Renderer: OpenGL 1.x - Resolution: 2560 x 1440

OpenBenchmarking.orgFrames Per Second, More Is Betteryquake2 7.45Renderer: OpenGL 1.x - Resolution: 2560 x 1440235900X160320480640800SE +/- 5.84, N = 15SE +/- 12.53, N = 3SE +/- 7.96, N = 7722.4732.7729.51. (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

Hierarchical INTegration

Test: FLOAT

OpenBenchmarking.orgQUIPs, More Is BetterHierarchical INTegration 1.0Test: FLOAT235900X110M220M330M440M550MSE +/- 3480303.14, N = 3SE +/- 1829126.92, N = 3SE +/- 2828608.31, N = 3527591041.96526804680.35520270679.841. (CC) gcc options: -O3 -march=native -lm

HPC Challenge

Test / Class: Random Ring Latency

OpenBenchmarking.orgusecs, Fewer Is BetterHPC Challenge 1.5.0Test / Class: Random Ring Latency235900X0.10.20.30.40.5SE +/- 0.00465, N = 3SE +/- 0.00317, N = 3SE +/- 0.00248, N = 30.444230.439800.438081. (CC) gcc options: -lblas -lm -pthread -lmpi -fomit-frame-pointer -funroll-loops2. ATLAS + Open MPI 4.0.3

IndigoBench

Acceleration: CPU - Scene: Supercar

OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: CPU - Scene: Supercar235900X246810SE +/- 0.008, N = 3SE +/- 0.045, N = 3SE +/- 0.016, N = 36.9767.0286.932

yquake2

Renderer: OpenGL 1.x - Resolution: 1920 x 1080

OpenBenchmarking.orgFrames Per Second, More Is Betteryquake2 7.45Renderer: OpenGL 1.x - Resolution: 1920 x 1080235900X2004006008001000SE +/- 12.10, N = 3SE +/- 7.43, N = 15SE +/- 6.53, N = 3794.7789.9783.91. (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

Stress-NG

Test: Malloc

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: Malloc235900X40M80M120M160M200MSE +/- 99577.90, N = 3SE +/- 441543.74, N = 3SE +/- 381145.29, N = 3207104616.89204308047.60204413476.021. (CC) gcc options: -O2 -std=gnu99 -lm -laio -lcrypt -lrt -lz -ldl -lpthread -lc

oneDNN

Harness: IP Batch 1D - Data Type: u8s8f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: IP Batch 1D - Data Type: u8s8f32 - Engine: CPU235900X0.23620.47240.70860.94481.181SE +/- 0.00184, N = 3SE +/- 0.00366, N = 3SE +/- 0.00064, N = 31.049681.047631.03576MIN: 1.01MIN: 1.02MIN: 1.011. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

Timed LLVM Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 10.0Time To Compile235900X90180270360450SE +/- 3.06, N = 3SE +/- 3.87, N = 3SE +/- 1.61, N = 3414.56420.07415.30

Timed Linux Kernel Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 5.4Time To Compile235900X1224364860SE +/- 0.40, N = 3SE +/- 0.53, N = 3SE +/- 0.55, N = 354.2053.5053.59

DDraceNetwork

Resolution: 1920 x 1080 - Mode: Fullscreen - Renderer: OpenGL 3.3 - Zoom: Default - Demo: Multeasymap

OpenBenchmarking.orgFrames Per Second, More Is BetterDDraceNetwork 15.2.3Resolution: 1920 x 1080 - Mode: Fullscreen - Renderer: OpenGL 3.3 - Zoom: Default - Demo: Multeasymap235900X90180270360450SE +/- 4.14, N = 15SE +/- 4.29, N = 15SE +/- 3.26, N = 15392.98393.69388.57MIN: 81.75 / MAX: 499.75MIN: 75.99 / MAX: 499.75MIN: 84.31 / MAX: 499.751. (CXX) g++ options: -O3 -rdynamic -lcrypto -lz -lrt -lpthread -lcurl -lfreetype -lSDL2 -lwavpack -lopusfile -lopus -logg -lGL -lX11 -lnotify -lgdk_pixbuf-2.0 -lgio-2.0 -lgobject-2.0 -lglib-2.0

DDraceNetwork

Resolution: 3840 x 2160 - Mode: Fullscreen - Renderer: OpenGL 3.3 - Zoom: Default - Demo: Multeasymap

OpenBenchmarking.orgFrames Per Second, More Is BetterDDraceNetwork 15.2.3Resolution: 3840 x 2160 - Mode: Fullscreen - Renderer: OpenGL 3.3 - Zoom: Default - Demo: Multeasymap235900X80160240320400SE +/- 0.92, N = 3SE +/- 4.13, N = 3SE +/- 1.33, N = 3380.06379.15375.14MIN: 136.09 / MAX: 499MIN: 126.1 / MAX: 499.75MIN: 120.7 / MAX: 499.751. (CXX) g++ options: -O3 -rdynamic -lcrypto -lz -lrt -lpthread -lcurl -lfreetype -lSDL2 -lwavpack -lopusfile -lopus -logg -lGL -lX11 -lnotify -lgdk_pixbuf-2.0 -lgio-2.0 -lgobject-2.0 -lglib-2.0

Mlpack Benchmark

Benchmark: scikit_qda

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_qda235900X1428425670SE +/- 0.62, N = 3SE +/- 0.64, N = 3SE +/- 0.11, N = 359.8760.4059.63

PyPerformance

Benchmark: pickle_pure_python

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pickle_pure_python235900X70140210280350SE +/- 0.33, N = 3SE +/- 0.33, N = 3317316313

PyPerformance

Benchmark: crypto_pyaes

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: crypto_pyaes235900X20406080100SE +/- 0.09, N = 3SE +/- 0.15, N = 3SE +/- 0.10, N = 377.076.576.1

Dolfyn

Computational Fluid Dynamics

OpenBenchmarking.orgSeconds, Fewer Is BetterDolfyn 0.527Computational Fluid Dynamics235900X3691215SE +/- 0.07, N = 3SE +/- 0.20, N = 3SE +/- 0.04, N = 313.3413.2013.35

yquake2

Renderer: OpenGL 1.x - Resolution: 3840 x 2160

OpenBenchmarking.orgFrames Per Second, More Is Betteryquake2 7.45Renderer: OpenGL 1.x - Resolution: 3840 x 2160235900X2004006008001000SE +/- 9.12, N = 15SE +/- 9.31, N = 15SE +/- 10.62, N = 5792.1800.4801.21. (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

Redis

Test: LPUSH

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 6.0.9Test: LPUSH235900X500K1000K1500K2000K2500KSE +/- 19079.34, N = 15SE +/- 28983.78, N = 4SE +/- 21918.69, N = 152282142.772262592.062256430.701. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

LZ4 Compression

Compression Level: 3 - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 3 - Compression Speed235900X1632486480SE +/- 0.56, N = 15SE +/- 0.42, N = 3SE +/- 1.17, N = 371.3072.1071.471. (CC) gcc options: -O3

Stress-NG

Test: Glibc C String Functions

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: Glibc C String Functions235900X400K800K1200K1600K2000KSE +/- 12148.41, N = 3SE +/- 19648.67, N = 3SE +/- 10985.91, N = 32070627.692048383.132047853.501. (CC) gcc options: -O2 -std=gnu99 -lm -laio -lcrypt -lrt -lz -ldl -lpthread -lc

yquake2

Renderer: Software CPU - Resolution: 1920 x 1080

OpenBenchmarking.orgFrames Per Second, More Is Betteryquake2 7.45Renderer: Software CPU - Resolution: 1920 x 1080235900X4080120160200SE +/- 1.15, N = 3SE +/- 1.02, N = 3SE +/- 2.96, N = 3180.7182.4180.41. (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

oneDNN

Harness: Convolution Batch Shapes Auto - Data Type: f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Convolution Batch Shapes Auto - Data Type: f32 - Engine: CPU235900X48121620SE +/- 0.05, N = 3SE +/- 0.11, N = 3SE +/- 0.01, N = 316.5216.3516.53MIN: 16.24MIN: 16.01MIN: 15.991. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

OCRMyPDF

Processing 60 Page PDF Document

OpenBenchmarking.orgSeconds, Fewer Is BetterOCRMyPDF 10.3.1+dfsgProcessing 60 Page PDF Document235900X48121620SE +/- 0.04, N = 3SE +/- 0.09, N = 3SE +/- 0.11, N = 313.5513.5313.68

Mobile Neural Network

Model: MobileNetV2_224

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2020-09-17Model: MobileNetV2_224235900X0.69191.38382.07572.76763.4595SE +/- 0.013, N = 15SE +/- 0.039, N = 3SE +/- 0.018, N = 153.0653.0423.075MIN: 2.93 / MAX: 13.43MIN: 2.91 / MAX: 3.99MIN: 2.83 / MAX: 12.541. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

Geekbench

Test: CPU Single Core

OpenBenchmarking.orgScore, More Is BetterGeekbench 5Test: CPU Single Core235900X400800120016002000SE +/- 9.94, N = 3SE +/- 14.05, N = 3SE +/- 22.26, N = 3177917601762

LZ4 Compression

Compression Level: 1 - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 1 - Compression Speed235900X3K6K9K12K15KSE +/- 27.42, N = 3SE +/- 15.03, N = 3SE +/- 39.51, N = 312269.2712218.8312141.031. (CC) gcc options: -O3

NCNN

Target: Vulkan GPU - Model: blazeface

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: blazeface235900X0.2160.4320.6480.8641.08SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 30.960.950.95MIN: 0.82 / MAX: 1.35MIN: 0.83 / MAX: 1.32MIN: 0.82 / MAX: 1.311. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

ASTC Encoder

Preset: Medium

OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 2.0Preset: Medium235900X1.30052.6013.90155.2026.5025SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 35.785.725.731. (CXX) g++ options: -std=c++14 -fvisibility=hidden -O3 -flto -mfpmath=sse -mavx2 -mpopcnt -lpthread

NCNN

Target: CPU - Model: shufflenet-v2

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: shufflenet-v2235900X0.8731.7462.6193.4924.365SE +/- 0.04, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 33.853.883.84MIN: 3.73 / MAX: 4.05MIN: 3.83 / MAX: 4.07MIN: 3.72 / MAX: 4.061. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

rav1e

Speed: 10

OpenBenchmarking.orgFrames Per Second, More Is Betterrav1e 0.4 AlphaSpeed: 10235900X0.98641.97282.95923.94564.932SE +/- 0.010, N = 3SE +/- 0.026, N = 3SE +/- 0.004, N = 34.3404.3644.384

Stress-NG

Test: Forking

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: Forking235900X20K40K60K80K100KSE +/- 93.65, N = 3SE +/- 114.48, N = 3SE +/- 211.71, N = 395309.2394356.4694938.541. (CC) gcc options: -O2 -std=gnu99 -lm -laio -lcrypt -lrt -lz -ldl -lpthread -lc

libavif avifenc

Encoder Speed: 8

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.7.3Encoder Speed: 8235900X0.97791.95582.93373.91164.8895SE +/- 0.029, N = 3SE +/- 0.003, N = 3SE +/- 0.045, N = 34.3134.3034.3461. (CXX) g++ options: -O3 -fPIC

HPC Challenge

Test / Class: G-Random Access

OpenBenchmarking.orgGUP/s, More Is BetterHPC Challenge 1.5.0Test / Class: G-Random Access235900X0.01040.02080.03120.04160.052SE +/- 0.00020, N = 3SE +/- 0.00031, N = 3SE +/- 0.00025, N = 30.046010.045950.045561. (CC) gcc options: -lblas -lm -pthread -lmpi -fomit-frame-pointer -funroll-loops2. ATLAS + Open MPI 4.0.3

BRL-CAD

VGR Performance Metric

OpenBenchmarking.orgVGR Performance Metric, More Is BetterBRL-CAD 7.30.8VGR Performance Metric235900X50K100K150K200K250K2153982135982132981. (CXX) g++ options: -std=c++11 -pipe -fno-strict-aliasing -fno-common -fexceptions -ftemplate-depth-128 -m64 -ggdb3 -O3 -fipa-pta -fstrength-reduce -finline-functions -flto -pedantic -rdynamic -lSM -lICE -lXi -lGLU -lGL -lGLdispatch -lX11 -lXext -lXrender -lpthread -ldl -luuid -lm

oneDNN

Harness: Deconvolution Batch deconv_3d - Data Type: u8s8f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Deconvolution Batch deconv_3d - Data Type: u8s8f32 - Engine: CPU235900X0.41080.82161.23241.64322.054SE +/- 0.00072, N = 3SE +/- 0.01565, N = 3SE +/- 0.00311, N = 31.812331.825931.80867MIN: 1.75MIN: 1.75MIN: 1.741. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

NCNN

Target: Vulkan GPU - Model: resnet18

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: resnet18235900X0.4860.9721.4581.9442.43SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 32.152.142.16MIN: 2.08 / MAX: 2.91MIN: 2.07 / MAX: 2.74MIN: 2.07 / MAX: 3.51. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Tesseract OCR

Time To OCR 7 Images

OpenBenchmarking.orgSeconds, Fewer Is BetterTesseract OCR 4.1.1Time To OCR 7 Images235900X510152025SE +/- 0.16, N = 3SE +/- 0.12, N = 3SE +/- 0.07, N = 318.8918.9219.07

Stress-NG

Test: MMAP

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: MMAP235900X80160240320400SE +/- 0.90, N = 3SE +/- 1.07, N = 3SE +/- 1.60, N = 3349.47351.11352.721. (CC) gcc options: -O2 -std=gnu99 -lm -laio -lcrypt -lrt -lz -ldl -lpthread -lc

Basis Universal

Settings: UASTC Level 2 + RDO Post-Processing

OpenBenchmarking.orgSeconds, Fewer Is BetterBasis Universal 1.12Settings: UASTC Level 2 + RDO Post-Processing235900X100200300400500SE +/- 0.93, N = 3SE +/- 2.72, N = 3SE +/- 1.09, N = 3480.81479.41476.471. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread

NCNN

Target: CPU - Model: mobilenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: mobilenet235900X3691215SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.05, N = 312.1712.1112.22MIN: 12.03 / MAX: 14.25MIN: 12.01 / MAX: 12.34MIN: 12 / MAX: 12.511. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Embree

Binary: Pathtracer - Model: Asian Dragon

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.9.0Binary: Pathtracer - Model: Asian Dragon235900X510152025SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.13, N = 320.5120.3920.32MIN: 20.35 / MAX: 20.76MIN: 20.29 / MAX: 20.62MIN: 20.06 / MAX: 20.8

oneDNN

Harness: Deconvolution Batch deconv_1d - Data Type: f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Deconvolution Batch deconv_1d - Data Type: f32 - Engine: CPU235900X0.62481.24961.87442.49923.124SE +/- 0.00224, N = 3SE +/- 0.00722, N = 3SE +/- 0.00787, N = 32.751892.753972.77668MIN: 2.66MIN: 2.68MIN: 2.681. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

PyPerformance

Benchmark: float

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: float235900X20406080100SE +/- 0.07, N = 3SE +/- 0.06, N = 3SE +/- 0.00, N = 380.881.581.1

oneDNN

Harness: Recurrent Neural Network Training - Data Type: f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Recurrent Neural Network Training - Data Type: f32 - Engine: CPU235900X4080120160200SE +/- 0.22, N = 3SE +/- 0.52, N = 3SE +/- 0.41, N = 3179.93181.30181.45MIN: 178.74MIN: 179.2MIN: 179.681. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

NCNN

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

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3235900X0.80551.6112.41653.2224.0275SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 33.583.553.56MIN: 3.51 / MAX: 13.06MIN: 3.5 / MAX: 4.27MIN: 3.5 / MAX: 4.521. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

IndigoBench

Acceleration: CPU - Scene: Bedroom

OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: CPU - Scene: Bedroom235900X0.75781.51562.27343.03123.789SE +/- 0.003, N = 3SE +/- 0.012, N = 3SE +/- 0.016, N = 33.3483.3683.341

Stress-NG

Test: Semaphores

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: Semaphores235900X400K800K1200K1600K2000KSE +/- 3001.43, N = 3SE +/- 4028.69, N = 3SE +/- 4397.87, N = 31757005.591750702.051764847.331. (CC) gcc options: -O2 -std=gnu99 -lm -laio -lcrypt -lrt -lz -ldl -lpthread -lc

NCNN

Target: CPU - Model: resnet50

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: resnet50235900X612182430SE +/- 0.08, N = 3SE +/- 0.02, N = 3SE +/- 0.06, N = 323.7123.7723.58MIN: 23.48 / MAX: 26.41MIN: 23.61 / MAX: 38MIN: 23.38 / MAX: 24.241. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

PyPerformance

Benchmark: pathlib

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pathlib235900X3691215SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 312.612.512.6

Mobile Neural Network

Model: mobilenet-v1-1.0

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2020-09-17Model: mobilenet-v1-1.0235900X1.2832.5663.8495.1326.415SE +/- 0.009, N = 15SE +/- 0.024, N = 3SE +/- 0.009, N = 155.6905.6595.702MIN: 5.59 / MAX: 15.75MIN: 5.59 / MAX: 6.11MIN: 5.61 / MAX: 14.241. (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

TNN

Target: CPU - Model: MobileNet v2

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: MobileNet v2235900X50100150200250SE +/- 0.44, N = 3SE +/- 2.50, N = 3SE +/- 0.55, N = 3212.26213.86213.35MIN: 211.08 / MAX: 219.75MIN: 207.81 / MAX: 229.59MIN: 208.68 / MAX: 229.261. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl

Stress-NG

Test: MEMFD

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: MEMFD235900X2004006008001000SE +/- 1.68, N = 3SE +/- 2.04, N = 3SE +/- 3.06, N = 31032.731040.451035.961. (CC) gcc options: -O2 -std=gnu99 -lm -laio -lcrypt -lrt -lz -ldl -lpthread -lc

HPC Challenge

Test / Class: EP-STREAM Triad

OpenBenchmarking.orgGB/s, More Is BetterHPC Challenge 1.5.0Test / Class: EP-STREAM Triad235900X0.49120.98241.47361.96482.456SE +/- 0.00152, N = 3SE +/- 0.00608, N = 3SE +/- 0.00223, N = 32.173992.182942.166901. (CC) gcc options: -lblas -lm -pthread -lmpi -fomit-frame-pointer -funroll-loops2. ATLAS + Open MPI 4.0.3

HPC Challenge

Test / Class: G-Ffte

OpenBenchmarking.orgGFLOPS, More Is BetterHPC Challenge 1.5.0Test / Class: G-Ffte235900X1.34892.69784.04675.39566.7445SE +/- 0.00329, N = 3SE +/- 0.04585, N = 3SE +/- 0.01520, N = 35.977475.951545.995241. (CC) gcc options: -lblas -lm -pthread -lmpi -fomit-frame-pointer -funroll-loops2. ATLAS + Open MPI 4.0.3

NCNN

Target: Vulkan GPU - Model: mnasnet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: mnasnet235900X0.61881.23761.85642.47523.094SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 32.732.752.74MIN: 2.67 / MAX: 3.55MIN: 2.68 / MAX: 4.52MIN: 2.68 / MAX: 3.561. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

yquake2

Renderer: OpenGL 3.x - Resolution: 3840 x 2160

OpenBenchmarking.orgFrames Per Second, More Is Betteryquake2 7.45Renderer: OpenGL 3.x - Resolution: 3840 x 2160235900X2004006008001000SE +/- 7.25, N = 3SE +/- 3.03, N = 3SE +/- 3.61, N = 3974.9979.9972.81. (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

Stress-NG

Test: Socket Activity

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: Socket Activity235900X2K4K6K8K10KSE +/- 59.76, N = 3SE +/- 73.27, N = 3SE +/- 39.88, N = 310089.2810161.4810102.061. (CC) gcc options: -O2 -std=gnu99 -lm -laio -lcrypt -lrt -lz -ldl -lpthread -lc

LAMMPS Molecular Dynamics Simulator

Model: 20k Atoms

OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 29Oct2020Model: 20k Atoms235900X3691215SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 310.9410.8610.911. (CXX) g++ options: -O3 -pthread -lm

RNNoise

OpenBenchmarking.orgSeconds, Fewer Is BetterRNNoise 2020-06-28235900X48121620SE +/- 0.05, N = 3SE +/- 0.04, N = 3SE +/- 0.11, N = 315.2115.2715.161. (CC) gcc options: -O2 -pedantic -fvisibility=hidden

yquake2

Renderer: OpenGL 3.x - Resolution: 2560 x 1440

OpenBenchmarking.orgFrames Per Second, More Is Betteryquake2 7.45Renderer: OpenGL 3.x - Resolution: 2560 x 1440235900X2004006008001000SE +/- 4.95, N = 3SE +/- 2.09, N = 3SE +/- 3.09, N = 3946.2952.7947.11. (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

libavif avifenc

Encoder Speed: 0

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.7.3Encoder Speed: 0235900X1326395265SE +/- 0.20, N = 3SE +/- 0.28, N = 3SE +/- 0.15, N = 358.8358.4358.461. (CXX) g++ options: -O3 -fPIC

TensorFlow Lite

Model: NASNet Mobile

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: NASNet Mobile235900X30K60K90K120K150KSE +/- 45.40, N = 3SE +/- 109.48, N = 3SE +/- 584.72, N = 3122409122448123236

yquake2

Renderer: Software CPU - Resolution: 2560 x 1440

OpenBenchmarking.orgFrames Per Second, More Is Betteryquake2 7.45Renderer: Software CPU - Resolution: 2560 x 1440235900X20406080100SE +/- 1.10, N = 3SE +/- 0.18, N = 3SE +/- 0.15, N = 3104.6105.2104.51. (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

asmFish

1024 Hash Memory, 26 Depth

OpenBenchmarking.orgNodes/second, More Is BetterasmFish 2018-07-231024 Hash Memory, 26 Depth235900X11M22M33M44M55MSE +/- 48657.06, N = 3SE +/- 627508.89, N = 3SE +/- 479752.97, N = 3491742764897364448852411

NCNN

Target: CPU - Model: blazeface

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: blazeface235900X0.34650.6931.03951.3861.7325SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 31.541.541.53MIN: 1.51 / MAX: 2.05MIN: 1.51 / MAX: 1.7MIN: 1.5 / MAX: 1.891. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

PyPerformance

Benchmark: python_startup

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: python_startup235900X246810SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.07, N = 36.156.176.19

Embree

Binary: Pathtracer - Model: Crown

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.9.0Binary: Pathtracer - Model: Crown235900X510152025SE +/- 0.04, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 319.7319.7019.82MIN: 19.48 / MAX: 20.2MIN: 19.45 / MAX: 20.1MIN: 19.6 / MAX: 20.28

PyPerformance

Benchmark: chaos

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: chaos235900X20406080100SE +/- 0.10, N = 3SE +/- 0.10, N = 3SE +/- 0.15, N = 381.381.881.5

TNN

Target: CPU - Model: SqueezeNet v1.1

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: SqueezeNet v1.1235900X50100150200250SE +/- 1.12, N = 3SE +/- 1.57, N = 3SE +/- 2.71, N = 3206.95208.19207.26MIN: 204.55 / MAX: 208.41MIN: 204.89 / MAX: 210.29MIN: 204.36 / MAX: 212.871. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl

NCNN

Target: CPU - Model: efficientnet-b0

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: efficientnet-b0235900X1.16332.32663.48994.65325.8165SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 35.145.165.17MIN: 5.07 / MAX: 5.32MIN: 5.13 / MAX: 5.34MIN: 5.12 / MAX: 5.761. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

PyPerformance

Benchmark: json_loads

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: json_loads235900X48121620SE +/- 0.00, N = 3SE +/- 0.06, N = 3SE +/- 0.03, N = 317.317.317.2

Kvazaar

Video Input: Bosphorus 1080p - Video Preset: Medium

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.0Video Input: Bosphorus 1080p - Video Preset: Medium235900X714212835SE +/- 0.10, N = 3SE +/- 0.08, N = 3SE +/- 0.08, N = 331.4031.3731.221. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

Kvazaar

Video Input: Bosphorus 1080p - Video Preset: Very Fast

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.0Video Input: Bosphorus 1080p - Video Preset: Very Fast235900X1530456075SE +/- 0.19, N = 3SE +/- 0.20, N = 3SE +/- 0.19, N = 369.1969.2469.581. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

MPV

Video Input: Big Buck Bunny Sunflower 1080p - Decode: Software Only

OpenBenchmarking.orgFPS, More Is BetterMPVVideo Input: Big Buck Bunny Sunflower 1080p - Decode: Software Only235900X5001000150020002500SE +/- 6.60, N = 3SE +/- 6.93, N = 3SE +/- 3.10, N = 32285.062293.652280.82MIN: 1153.3 / MAX: 4000MIN: 1333.27 / MAX: 4000MIN: 1225.67 / MAX: 40001. mpv 0.32.0

Kvazaar

Video Input: Bosphorus 4K - Video Preset: Very Fast

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.0Video Input: Bosphorus 4K - Video Preset: Very Fast235900X612182430SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 323.3923.4723.341. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

rav1e

Speed: 6

OpenBenchmarking.orgFrames Per Second, More Is Betterrav1e 0.4 AlphaSpeed: 6235900X0.44820.89641.34461.79282.241SE +/- 0.001, N = 3SE +/- 0.005, N = 3SE +/- 0.005, N = 31.9921.9881.981

Stress-NG

Test: Memory Copying

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: Memory Copying235900X30060090012001500SE +/- 2.20, N = 3SE +/- 2.88, N = 3SE +/- 2.45, N = 31615.361606.701607.351. (CC) gcc options: -O2 -std=gnu99 -lm -laio -lcrypt -lrt -lz -ldl -lpthread -lc

Mlpack Benchmark

Benchmark: scikit_ica

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_ica235900X918273645SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.09, N = 339.2339.2739.44

PyPerformance

Benchmark: go

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: go235900X4080120160200SE +/- 0.58, N = 3SE +/- 0.67, N = 3SE +/- 0.33, N = 3187188188

Embree

Binary: Pathtracer ISPC - Model: Crown

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.9.0Binary: Pathtracer ISPC - Model: Crown235900X510152025SE +/- 0.10, N = 3SE +/- 0.04, N = 3SE +/- 0.06, N = 319.3819.4819.43MIN: 19.07 / MAX: 20.11MIN: 19.26 / MAX: 19.96MIN: 18.89 / MAX: 19.95

NCNN

Target: CPU - Model: mnasnet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: mnasnet235900X0.85951.7192.57853.4384.2975SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 33.803.823.82MIN: 3.75 / MAX: 4.28MIN: 3.78 / MAX: 4.18MIN: 3.77 / MAX: 6.91. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Basis Universal

Settings: UASTC Level 3

OpenBenchmarking.orgSeconds, Fewer Is BetterBasis Universal 1.12Settings: UASTC Level 3235900X816243240SE +/- 0.05, N = 3SE +/- 0.05, N = 3SE +/- 0.06, N = 333.8033.7733.941. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread

VkFFT

OpenBenchmarking.orgBenchmark Score, More Is BetterVkFFT 2020-09-29235900X4K8K12K16K20KSE +/- 26.67, N = 3SE +/- 14.85, N = 3SE +/- 37.50, N = 3173971731617403

NCNN

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

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU-v3-v3 - Model: mobilenet-v3235900X0.92031.84062.76093.68124.6015SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 34.074.094.07MIN: 4 / MAX: 4.44MIN: 4.04 / MAX: 4.29MIN: 4.01 / MAX: 4.111. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Basis Universal

Settings: UASTC Level 2

OpenBenchmarking.orgSeconds, Fewer Is BetterBasis Universal 1.12Settings: UASTC Level 2235900X510152025SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.07, N = 318.6018.6918.681. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread

Stress-NG

Test: Matrix Math

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: Matrix Math235900X13K26K39K52K65KSE +/- 406.17, N = 3SE +/- 65.47, N = 3SE +/- 314.01, N = 359808.4860099.0059942.231. (CC) gcc options: -O2 -std=gnu99 -lm -laio -lcrypt -lrt -lz -ldl -lpthread -lc

Darktable

Test: Masskrug - Acceleration: CPU-only

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.2.1Test: Masskrug - Acceleration: CPU-only235900X1.27552.5513.82655.1026.3775SE +/- 0.008, N = 3SE +/- 0.009, N = 3SE +/- 0.007, N = 35.6425.6635.669

Kvazaar

Video Input: Bosphorus 1080p - Video Preset: Ultra Fast

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.0Video Input: Bosphorus 1080p - Video Preset: Ultra Fast235900X306090120150SE +/- 0.52, N = 3SE +/- 0.35, N = 3SE +/- 0.56, N = 3130.27129.68129.651. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

NCNN

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

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU-v2-v2 - Model: mobilenet-v2235900X0.95631.91262.86893.82524.7815SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 34.234.244.25MIN: 4.15 / MAX: 4.38MIN: 4.18 / MAX: 4.57MIN: 4.19 / MAX: 4.481. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

rav1e

Speed: 5

OpenBenchmarking.orgFrames Per Second, More Is Betterrav1e 0.4 AlphaSpeed: 5235900X0.33550.6711.00651.3421.6775SE +/- 0.001, N = 3SE +/- 0.000, N = 3SE +/- 0.002, N = 31.4911.4861.484

NCNN

Target: CPU - Model: resnet18

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: resnet18235900X3691215SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 313.0713.1013.04MIN: 12.89 / MAX: 13.28MIN: 12.99 / MAX: 13.47MIN: 12.94 / MAX: 15.291. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

LZ4 Compression

Compression Level: 3 - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 3 - Decompression Speed235900X3K6K9K12K15KSE +/- 12.94, N = 15SE +/- 21.61, N = 3SE +/- 19.06, N = 313241.313263.013302.01. (CC) gcc options: -O3

libavif avifenc

Encoder Speed: 10

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.7.3Encoder Speed: 10235900X0.93921.87842.81763.75684.696SE +/- 0.046, N = 3SE +/- 0.013, N = 3SE +/- 0.025, N = 34.1554.1744.1651. (CXX) g++ options: -O3 -fPIC

HPC Challenge

Test / Class: G-HPL

OpenBenchmarking.orgGFLOPS, More Is BetterHPC Challenge 1.5.0Test / Class: G-HPL235900X1122334455SE +/- 0.19, N = 3SE +/- 0.10, N = 3SE +/- 0.13, N = 349.0249.2349.241. (CC) gcc options: -lblas -lm -pthread -lmpi -fomit-frame-pointer -funroll-loops2. ATLAS + Open MPI 4.0.3

GLmark2

Resolution: 1920 x 1080

OpenBenchmarking.orgScore, More Is BetterGLmark2 2020.04Resolution: 1920 x 1080235900X14002800420056007000660865926621

Embree

Binary: Pathtracer - Model: Asian Dragon Obj

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.9.0Binary: Pathtracer - Model: Asian Dragon Obj235900X510152025SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.17, N = 318.4518.4618.38MIN: 18.23 / MAX: 18.79MIN: 18.35 / MAX: 18.73MIN: 17.85 / MAX: 18.98

High Performance Conjugate Gradient

OpenBenchmarking.orgGFLOP/s, More Is BetterHigh Performance Conjugate Gradient 3.1235900X1.11832.23663.35494.47325.5915SE +/- 0.00115, N = 3SE +/- 0.00144, N = 3SE +/- 0.00788, N = 34.948794.957964.970411. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -pthread -lmpi_cxx -lmpi

Blender

Blend File: Fishy Cat - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: Fishy Cat - Compute: CPU-Only235900X306090120150SE +/- 0.20, N = 3SE +/- 0.11, N = 3SE +/- 0.17, N = 3125.52124.98125.42

Kvazaar

Video Input: Bosphorus 4K - Video Preset: Ultra Fast

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.0Video Input: Bosphorus 4K - Video Preset: Ultra Fast235900X918273645SE +/- 0.08, N = 3SE +/- 0.06, N = 3SE +/- 0.12, N = 340.8741.0440.951. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

Caffe

Model: AlexNet - Acceleration: CPU - Iterations: 100

OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2020-02-13Model: AlexNet - Acceleration: CPU - Iterations: 100235900X8K16K24K32K40KSE +/- 178.38, N = 3SE +/- 90.07, N = 3SE +/- 239.76, N = 33722237363372131. (CXX) g++ options: -fPIC -O3 -rdynamic -lglog -lgflags -lprotobuf -lpthread -lsz -lz -ldl -lm -llmdb -lopenblas

ASTC Encoder

Preset: Thorough

OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 2.0Preset: Thorough235900X48121620SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 315.1815.1215.181. (CXX) g++ options: -std=c++14 -fvisibility=hidden -O3 -flto -mfpmath=sse -mavx2 -mpopcnt -lpthread

NCNN

Target: CPU - Model: googlenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: googlenet235900X3691215SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 312.6712.7012.65MIN: 12.53 / MAX: 13.11MIN: 12.57 / MAX: 13.05MIN: 12.5 / MAX: 14.771. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: squeezenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: squeezenet235900X3691215SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 312.6512.7012.68MIN: 12.35 / MAX: 13.01MIN: 12.44 / MAX: 13.08MIN: 12.45 / MAX: 13.071. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

GLmark2

Resolution: 1920 x 1200

OpenBenchmarking.orgScore, More Is BetterGLmark2 2020.04Resolution: 1920 x 1200235900X13002600390052006500607360976096

FFTE

N=256, 3D Complex FFT Routine

OpenBenchmarking.orgMFLOPS, More Is BetterFFTE 7.0N=256, 3D Complex FFT Routine235900X8K16K24K32K40KSE +/- 32.98, N = 3SE +/- 30.00, N = 3SE +/- 29.24, N = 338216.6738204.4938067.321. (F9X) gfortran options: -O3 -fomit-frame-pointer -fopenmp

Embree

Binary: Pathtracer ISPC - Model: Asian Dragon

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.9.0Binary: Pathtracer ISPC - Model: Asian Dragon235900X510152025SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.06, N = 320.5620.5420.62MIN: 20.4 / MAX: 21.1MIN: 20.31 / MAX: 20.9MIN: 20.38 / MAX: 21.01

Blender

Blend File: Barbershop - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: Barbershop - Compute: CPU-Only235900X80160240320400SE +/- 0.13, N = 3SE +/- 0.08, N = 3SE +/- 0.30, N = 3368.76367.85369.27

Stress-NG

Test: SENDFILE

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: SENDFILE235900X60K120K180K240K300KSE +/- 330.71, N = 3SE +/- 240.82, N = 3SE +/- 296.80, N = 3292562.89293682.92293369.911. (CC) gcc options: -O2 -std=gnu99 -lm -laio -lcrypt -lrt -lz -ldl -lpthread -lc

Blender

Blend File: Classroom - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: Classroom - Compute: CPU-Only235900X60120180240300SE +/- 0.16, N = 3SE +/- 0.14, N = 3SE +/- 0.23, N = 3280.57279.51280.40

libavif avifenc

Encoder Speed: 2

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.7.3Encoder Speed: 2235900X816243240SE +/- 0.07, N = 3SE +/- 0.09, N = 3SE +/- 0.22, N = 335.5835.4535.481. (CXX) g++ options: -O3 -fPIC

Darktable

Test: Boat - Acceleration: CPU-only

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.2.1Test: Boat - Acceleration: CPU-only235900X3691215SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 312.9212.9712.97

Stress-NG

Test: Glibc Qsort Data Sorting

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: Glibc Qsort Data Sorting235900X4080120160200SE +/- 0.15, N = 3SE +/- 0.13, N = 3SE +/- 0.56, N = 3203.87203.55204.291. (CC) gcc options: -O2 -std=gnu99 -lm -laio -lcrypt -lrt -lz -ldl -lpthread -lc

Geekbench

Test: CPU Multi Core

OpenBenchmarking.orgScore, More Is BetterGeekbench 5Test: CPU Multi Core235900X3K6K9K12K15KSE +/- 25.58, N = 3SE +/- 19.31, N = 3SE +/- 7.22, N = 3137141368713735

NCNN

Target: CPU - Model: vgg16

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: vgg16235900X1326395265SE +/- 0.14, N = 3SE +/- 0.02, N = 3SE +/- 0.16, N = 359.9660.1759.96MIN: 59.21 / MAX: 62.78MIN: 59.49 / MAX: 62.44MIN: 58.97 / MAX: 68.941. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Caffe

Model: AlexNet - Acceleration: CPU - Iterations: 200

OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2020-02-13Model: AlexNet - Acceleration: CPU - Iterations: 200235900X16K32K48K64K80KSE +/- 105.71, N = 3SE +/- 49.43, N = 3SE +/- 73.36, N = 37506374809748721. (CXX) g++ options: -fPIC -O3 -rdynamic -lglog -lgflags -lprotobuf -lpthread -lsz -lz -ldl -lm -llmdb -lopenblas

NCNN

Target: CPU - Model: yolov4-tiny

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: yolov4-tiny235900X510152025SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 321.3321.3121.26MIN: 21.07 / MAX: 30.99MIN: 21.11 / MAX: 22.84MIN: 21.06 / MAX: 21.531. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

TensorFlow Lite

Model: Inception ResNet V2

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception ResNet V2235900X300K600K900K1200K1500KSE +/- 603.58, N = 3SE +/- 246.06, N = 3SE +/- 1001.32, N = 3161346716096331614850

Embree

Binary: Pathtracer ISPC - Model: Asian Dragon Obj

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.9.0Binary: Pathtracer ISPC - Model: Asian Dragon Obj235900X510152025SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 318.2718.2418.30MIN: 18.11 / MAX: 18.66MIN: 18.1 / MAX: 18.51MIN: 18.17 / MAX: 18.75

TensorFlow Lite

Model: Mobilenet Quant

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet Quant235900X20K40K60K80K100KSE +/- 27.95, N = 3SE +/- 60.73, N = 3SE +/- 51.92, N = 391977.491691.191938.1

GROMACS

Water Benchmark

OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2020.3Water Benchmark235900X0.29050.5810.87151.1621.4525SE +/- 0.002, N = 3SE +/- 0.001, N = 3SE +/- 0.003, N = 31.2881.2911.2871. (CXX) g++ options: -O3 -pthread -lrt -lpthread -lm

oneDNN

Harness: Deconvolution Batch deconv_1d - Data Type: u8s8f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Deconvolution Batch deconv_1d - Data Type: u8s8f32 - Engine: CPU235900X0.61921.23841.85762.47683.096SE +/- 0.00387, N = 3SE +/- 0.00533, N = 3SE +/- 0.00476, N = 32.743342.743772.75186MIN: 2.65MIN: 2.65MIN: 2.651. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

Caffe

Model: GoogleNet - Acceleration: CPU - Iterations: 200

OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2020-02-13Model: GoogleNet - Acceleration: CPU - Iterations: 200235900X40K80K120K160K200KSE +/- 830.22, N = 3SE +/- 112.12, N = 3SE +/- 237.58, N = 31882731888441888351. (CXX) g++ options: -fPIC -O3 -rdynamic -lglog -lgflags -lprotobuf -lpthread -lsz -lz -ldl -lm -llmdb -lopenblas

Timed HMMer Search

Pfam Database Search

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed HMMer Search 3.3.1Pfam Database Search235900X20406080100SE +/- 0.20, N = 3SE +/- 0.12, N = 3SE +/- 0.16, N = 397.8097.6197.901. (CC) gcc options: -O3 -pthread -lhmmer -leasel -lm

TensorFlow Lite

Model: SqueezeNet

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: SqueezeNet235900X30K60K90K120K150KSE +/- 126.41, N = 3SE +/- 168.81, N = 3SE +/- 181.94, N = 3123959123798124163

PyPerformance

Benchmark: raytrace

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: raytrace235900X80160240320400SE +/- 0.33, N = 3SE +/- 0.67, N = 3SE +/- 0.33, N = 3345345346

HPC Challenge

Test / Class: G-Ptrans

OpenBenchmarking.orgGB/s, More Is BetterHPC Challenge 1.5.0Test / Class: G-Ptrans235900X0.671.342.012.683.35SE +/- 0.00238, N = 3SE +/- 0.00590, N = 3SE +/- 0.00277, N = 32.969472.977572.972901. (CC) gcc options: -lblas -lm -pthread -lmpi -fomit-frame-pointer -funroll-loops2. ATLAS + Open MPI 4.0.3

Stress-NG

Test: NUMA

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: NUMA235900X90180270360450SE +/- 0.99, N = 3SE +/- 2.06, N = 3SE +/- 1.09, N = 3432.83432.12431.681. (CC) gcc options: -O2 -std=gnu99 -lm -laio -lcrypt -lrt -lz -ldl -lpthread -lc

Kvazaar

Video Input: Bosphorus 1080p - Video Preset: Slow

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.0Video Input: Bosphorus 1080p - Video Preset: Slow235900X714212835SE +/- 0.02, N = 3SE +/- 0.10, N = 3SE +/- 0.06, N = 330.6830.7630.711. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

Darktable

Test: Server Room - Acceleration: CPU-only

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.2.1Test: Server Room - Acceleration: CPU-only235900X1.25352.5073.76055.0146.2675SE +/- 0.003, N = 3SE +/- 0.003, N = 3SE +/- 0.003, N = 35.5585.5575.571

Blender

Blend File: BMW27 - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: BMW27 - Compute: CPU-Only235900X20406080100SE +/- 0.04, N = 3SE +/- 0.19, N = 3SE +/- 0.20, N = 395.6995.4895.72

Stress-NG

Test: System V Message Passing

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: System V Message Passing235900X3M6M9M12M15MSE +/- 10485.58, N = 3SE +/- 3896.04, N = 3SE +/- 23157.01, N = 313761384.7513770619.3313737509.991. (CC) gcc options: -O2 -std=gnu99 -lm -laio -lcrypt -lrt -lz -ldl -lpthread -lc

Stress-NG

Test: Crypto

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: Crypto235900X8001600240032004000SE +/- 9.74, N = 3SE +/- 8.13, N = 3SE +/- 5.52, N = 33861.843871.133864.631. (CC) gcc options: -O2 -std=gnu99 -lm -laio -lcrypt -lrt -lz -ldl -lpthread -lc

Kvazaar

Video Input: Bosphorus 4K - Video Preset: Slow

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.0Video Input: Bosphorus 4K - Video Preset: Slow235900X246810SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 38.418.418.391. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

ASTC Encoder

Preset: Exhaustive

OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 2.0Preset: Exhaustive235900X306090120150SE +/- 0.20, N = 3SE +/- 0.18, N = 3SE +/- 0.21, N = 3122.34122.14122.431. (CXX) g++ options: -std=c++14 -fvisibility=hidden -O3 -flto -mfpmath=sse -mavx2 -mpopcnt -lpthread

ASTC Encoder

Preset: Fast

OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 2.0Preset: Fast235900X0.95181.90362.85543.80724.759SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 34.224.234.221. (CXX) g++ options: -std=c++14 -fvisibility=hidden -O3 -flto -mfpmath=sse -mavx2 -mpopcnt -lpthread

TensorFlow Lite

Model: Mobilenet Float

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet Float235900X20K40K60K80K100KSE +/- 84.89, N = 3SE +/- 79.09, N = 3SE +/- 61.02, N = 384226.084061.084260.0

Kvazaar

Video Input: Bosphorus 4K - Video Preset: Medium

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.0Video Input: Bosphorus 4K - Video Preset: Medium235900X246810SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 38.568.568.541. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

TensorFlow Lite

Model: Inception V4

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception V4235900X400K800K1200K1600K2000KSE +/- 575.07, N = 3SE +/- 1306.38, N = 3SE +/- 1210.57, N = 3179557317933501797387

Zstd Compression

Compression Level: 19

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.5Compression Level: 19235900X1020304050SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 345.245.145.21. (CC) gcc options: -O3 -pthread -lz -llzma

NAMD

ATPase Simulation - 327,506 Atoms

OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD 2.14ATPase Simulation - 327,506 Atoms235900X0.29080.58160.87241.16321.454SE +/- 0.00123, N = 3SE +/- 0.00107, N = 3SE +/- 0.00150, N = 31.289551.291571.29237

NCNN

Target: Vulkan GPU - Model: squeezenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: squeezenet235900X1.04182.08363.12544.16725.209SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 34.624.624.63MIN: 4.53 / MAX: 5.39MIN: 4.53 / MAX: 5.49MIN: 4.55 / MAX: 5.51. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

yquake2

Renderer: OpenGL 3.x - Resolution: 1920 x 1080

OpenBenchmarking.orgFrames Per Second, More Is Betteryquake2 7.45Renderer: OpenGL 3.x - Resolution: 1920 x 1080235900X2004006008001000SE +/- 3.56, N = 3SE +/- 2.82, N = 3SE +/- 0.50, N = 3980.9979.4978.81. (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

Stress-NG

Test: Atomic

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: Atomic235900X40K80K120K160K200KSE +/- 310.20, N = 3SE +/- 706.33, N = 3SE +/- 487.74, N = 3203625.38203460.77203204.371. (CC) gcc options: -O2 -std=gnu99 -lm -laio -lcrypt -lrt -lz -ldl -lpthread -lc

RawTherapee

Total Benchmark Time

OpenBenchmarking.orgSeconds, Fewer Is BetterRawTherapeeTotal Benchmark Time235900X1020304050SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.05, N = 346.2846.2146.181. RawTherapee, version 5.8, command line.

rav1e

Speed: 1

OpenBenchmarking.orgFrames Per Second, More Is Betterrav1e 0.4 AlphaSpeed: 1235900X0.11410.22820.34230.45640.5705SE +/- 0.001, N = 3SE +/- 0.001, N = 3SE +/- 0.001, N = 30.5070.5070.506

MPV

Video Input: Big Buck Bunny Sunflower 4K - Decode: Software Only

OpenBenchmarking.orgFPS, More Is BetterMPVVideo Input: Big Buck Bunny Sunflower 4K - Decode: Software Only235900X150300450600750SE +/- 1.73, N = 3SE +/- 1.60, N = 3SE +/- 1.49, N = 3715.00715.62716.37MIN: 479.98 / MAX: 857.12MIN: 499.98 / MAX: 857.13MIN: 499.98 / MAX: 857.121. mpv 0.32.0

LZ4 Compression

Compression Level: 1 - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 1 - Decompression Speed235900X3K6K9K12K15KSE +/- 51.14, N = 3SE +/- 26.45, N = 3SE +/- 10.40, N = 313546.413572.013546.81. (CC) gcc options: -O3

Mlpack Benchmark

Benchmark: scikit_svm

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_svm235900X48121620SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 316.8616.8616.83

Blender

Blend File: Pabellon Barcelona - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.90Blend File: Pabellon Barcelona - Compute: CPU-Only235900X70140210280350SE +/- 0.40, N = 3SE +/- 0.36, N = 3SE +/- 0.19, N = 3306.47306.53305.99

LZ4 Compression

Compression Level: 9 - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 9 - Decompression Speed235900X3K6K9K12K15KSE +/- 46.48, N = 3SE +/- 17.27, N = 3SE +/- 61.61, N = 313272.713269.813292.91. (CC) gcc options: -O3

Zstd Compression

Compression Level: 3

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.5Compression Level: 3235900X13002600390052006500SE +/- 21.05, N = 3SE +/- 23.23, N = 3SE +/- 18.59, N = 35920.25911.85921.11. (CC) gcc options: -O3 -pthread -lz -llzma

OpenSSL

RSA 4096-bit Performance

OpenBenchmarking.orgSigns Per Second, More Is BetterOpenSSL 1.1.1RSA 4096-bit Performance235900X8001600240032004000SE +/- 6.12, N = 3SE +/- 7.59, N = 3SE +/- 6.10, N = 33871.63876.43870.81. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl

Caffe

Model: GoogleNet - Acceleration: CPU - Iterations: 100

OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2020-02-13Model: GoogleNet - Acceleration: CPU - Iterations: 100235900X20K40K60K80K100KSE +/- 107.46, N = 3SE +/- 91.03, N = 3SE +/- 163.07, N = 39440694303942731. (CXX) g++ options: -fPIC -O3 -rdynamic -lglog -lgflags -lprotobuf -lpthread -lsz -lz -ldl -lm -llmdb -lopenblas

Stress-NG

Test: Vector Math

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.11.07Test: Vector Math235900X30K60K90K120K150KSE +/- 74.64, N = 3SE +/- 105.42, N = 3SE +/- 70.78, N = 3135461.30135475.63135340.671. (CC) gcc options: -O2 -std=gnu99 -lm -laio -lcrypt -lrt -lz -ldl -lpthread -lc

GLmark2

Resolution: 3840 x 2160

OpenBenchmarking.orgScore, More Is BetterGLmark2 2020.04Resolution: 3840 x 2160235900X5001000150020002500224222412240

Waifu2x-NCNN Vulkan

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

OpenBenchmarking.orgSeconds, Fewer Is BetterWaifu2x-NCNN Vulkan 20200818Scale: 2x - Denoise: 3 - TAA: Yes235900X246810SE +/- 0.012, N = 3SE +/- 0.015, N = 3SE +/- 0.010, N = 37.0087.0077.013

GLmark2

Resolution: 2560 x 1440

OpenBenchmarking.orgScore, More Is BetterGLmark2 2020.04Resolution: 2560 x 1440235900X9001800270036004500436843664368

DDraceNetwork

Resolution: 3840 x 2160 - Mode: Fullscreen - Renderer: OpenGL 3.3 - Zoom: Default - Demo: RaiNyMore2

OpenBenchmarking.orgFrames Per Second, More Is BetterDDraceNetwork 15.2.3Resolution: 3840 x 2160 - Mode: Fullscreen - Renderer: OpenGL 3.3 - Zoom: Default - Demo: RaiNyMore2235900X80160240320400SE +/- 0.03, N = 3SE +/- 0.07, N = 3SE +/- 0.09, N = 3374.89375.03374.89MIN: 122.29 / MAX: 420.34MIN: 121.51 / MAX: 420.52MIN: 122.97 / MAX: 423.011. (CXX) g++ options: -O3 -rdynamic -lcrypto -lz -lrt -lpthread -lcurl -lfreetype -lSDL2 -lwavpack -lopusfile -lopus -logg -lGL -lX11 -lnotify -lgdk_pixbuf-2.0 -lgio-2.0 -lgobject-2.0 -lglib-2.0

PyPerformance

Benchmark: regex_compile

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: regex_compile235900X306090120150SE +/- 0.33, N = 3SE +/- 0.00, N = 3122122122

PyPerformance

Benchmark: 2to3

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: 2to3235900X50100150200250SE +/- 0.33, N = 3234234234

NCNN

Target: Vulkan GPU - Model: alexnet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: alexnet235900X0.9181.8362.7543.6724.59SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 34.084.084.08MIN: 3.95 / MAX: 4.77MIN: 3.96 / MAX: 4.81MIN: 3.95 / MAX: 4.81. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

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

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2235900X0.5761.1521.7282.3042.88SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 32.562.562.56MIN: 2.51 / MAX: 3.32MIN: 2.5 / MAX: 3.31MIN: 2.5 / MAX: 3.311. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Monte Carlo Simulations of Ionised Nebulae

Input: Dust 2D tau100.0

OpenBenchmarking.orgSeconds, Fewer Is BetterMonte Carlo Simulations of Ionised Nebulae 2019-03-24Input: Dust 2D tau100.0235900X4080120160200SE +/- 0.58, N = 3SE +/- 0.58, N = 31791791791. (F9X) gfortran options: -cpp -Jsource/ -ffree-line-length-0 -lm -std=legacy -O3 -O2 -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -ldl -levent -levent_pthreads -lutil -lrt -lz

Kripke

OpenBenchmarking.orgThroughput FoM, More Is BetterKripke 1.2.4235900X4M8M12M16M20MSE +/- 607632.32, N = 9SE +/- 1468913.33, N = 9SE +/- 1129299.58, N = 91776973910084770106770151. (CXX) g++ options: -O3 -fopenmp

NCNN

Target: Vulkan GPU - Model: yolov4-tiny

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: yolov4-tiny235900X3691215SE +/- 0.36, N = 3SE +/- 0.26, N = 3SE +/- 0.23, N = 39.079.219.13MIN: 6.8 / MAX: 9.85MIN: 6.79 / MAX: 9.77MIN: 6.8 / MAX: 12.361. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: googlenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: googlenet235900X246810SE +/- 0.02, N = 3SE +/- 0.07, N = 3SE +/- 2.51, N = 35.715.798.29MIN: 5.64 / MAX: 9.37MIN: 5.62 / MAX: 17.57MIN: 5.62 / MAX: 25.641. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Redis

Test: SET

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 6.0.9Test: SET235900X600K1200K1800K2400K3000KSE +/- 57945.49, N = 15SE +/- 34313.97, N = 15SE +/- 31392.67, N = 152643892.852699923.202699538.081. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

Redis

Test: SADD

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 6.0.9Test: SADD235900X700K1400K2100K2800K3500KSE +/- 57127.72, N = 15SE +/- 45173.89, N = 15SE +/- 44024.86, N = 153010339.653024458.783078815.331. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

oneDNN

Harness: Recurrent Neural Network Inference - Data Type: f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 1.5Harness: Recurrent Neural Network Inference - Data Type: f32 - Engine: CPU235900X918273645SE +/- 1.35, N = 12SE +/- 1.05, N = 12SE +/- 0.05, N = 340.6140.4030.85MIN: 35.2MIN: 34.7MIN: 30.161. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

DDraceNetwork

Resolution: 1920 x 1080 - Mode: Fullscreen - Renderer: OpenGL 3.3 - Zoom: Default - Demo: RaiNyMore2

OpenBenchmarking.orgFrames Per Second, More Is BetterDDraceNetwork 15.2.3Resolution: 1920 x 1080 - Mode: Fullscreen - Renderer: OpenGL 3.3 - Zoom: Default - Demo: RaiNyMore2235900X80160240320400SE +/- 5.00, N = 15SE +/- 5.01, N = 15SE +/- 5.49, N = 15343.61343.52349.38MIN: 83.92 / MAX: 423.19MIN: 81.58 / MAX: 432.53MIN: 86.18 / MAX: 440.721. (CXX) g++ options: -O3 -rdynamic -lcrypto -lz -lrt -lpthread -lcurl -lfreetype -lSDL2 -lwavpack -lopusfile -lopus -logg -lGL -lX11 -lnotify -lgdk_pixbuf-2.0 -lgio-2.0 -lgobject-2.0 -lglib-2.0


Phoronix Test Suite v10.8.4