Ryzen 3 2200G 2021

AMD Ryzen 3 2200G testing with a ASUS PRIME B350M-E (5220 BIOS) and ASUS AMD Radeon Vega / Mobile 2GB on Ubuntu 20.10 via the Phoronix Test Suite.

HTML result view exported from: https://openbenchmarking.org/result/2101191-HA-RYZEN322022&rdt&grr.

Ryzen 3 2200G 2021ProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLVulkanCompilerFile-SystemScreen Resolution123AMD Ryzen 3 2200G @ 3.50GHz (4 Cores)ASUS PRIME B350M-E (5220 BIOS)AMD Raven/Raven26GBSamsung SSD 970 EVO 250GBASUS AMD Radeon Vega / Mobile 2GB (1100/1600MHz)AMD Raven/Raven2/FenghuangG237HLRealtek RTL8111/8168/8411Ubuntu 20.105.8.0-38-generic (x86_64)GNOME Shell 3.38.1X Server 1.20.9modesetting 1.20.94.6 Mesa 20.2.6 (LLVM 11.0.0)1.2.131GCC 10.2.0ext41920x1080OpenBenchmarking.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 (Boost: Enabled) - CPU Microcode: 0x8101016 Graphics 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 STIBP: disabled RSB filling + srbds: Not affected + tsx_async_abort: Not affected

Ryzen 3 2200G 2021incompact3d: Cylinderlczero: BLASkripke: astcenc: Exhaustivelczero: Eigengromacs: Water Benchmarkbuild2: Time To Compilebuild-godot: Time To Compilecp2k: Fayalite-FIST Datarealsr-ncnn: 4x - Yeskvazaar: Bosphorus 4K - Mediumnamd: ATPase Simulation - 327,506 Atomsopenfoam: Motorbike 30Mcompress-lz4: 9 - Decompression Speedcompress-lz4: 9 - Compression Speedmocassin: Dust 2D tau100.0numpy: compress-lz4: 3 - Decompression Speedcompress-lz4: 3 - Compression Speedonednn: Recurrent Neural Network Training - bf16bf16bf16 - CPUdav1d: Chimera 1080p 10-bitembree: Pathtracer ISPC - Crownembree: Pathtracer ISPC - Asian Dragon Objembree: Pathtracer - Asian Dragon Objembree: Pathtracer - Crownasmfish: 1024 Hash Memory, 26 Depthcompress-zstd: 19cloverleaf: Lagrangian-Eulerian Hydrodynamicsembree: Pathtracer ISPC - Asian Dragonembree: Pathtracer - Asian Dragonbuild-ffmpeg: Time To Compiletensorflow-lite: Inception V4ncnn: Vulkan GPU - regnety_400mncnn: Vulkan GPU - squeezenet_ssdncnn: Vulkan GPU - yolov4-tinyncnn: Vulkan GPU - resnet50ncnn: Vulkan GPU - alexnetncnn: Vulkan GPU - resnet18ncnn: Vulkan GPU - vgg16ncnn: Vulkan GPU - googlenetncnn: Vulkan GPU - blazefacencnn: Vulkan GPU - efficientnet-b0ncnn: Vulkan GPU - mnasnetncnn: Vulkan GPU - shufflenet-v2ncnn: Vulkan GPU-v3-v3 - mobilenet-v3ncnn: Vulkan GPU-v2-v2 - mobilenet-v2ncnn: Vulkan GPU - mobilenettensorflow-lite: Inception ResNet V2kvazaar: Bosphorus 4K - Very Fastmnn: inception-v3mnn: mobilenet-v1-1.0mnn: MobileNetV2_224mnn: resnet-v2-50mnn: SqueezeNetV1.0influxdb: 4 - 10000 - 2,5000,1 - 10000hint: FLOATclomp: Static OMP Speedupinfluxdb: 64 - 10000 - 2,5000,1 - 10000ncnn: CPU - regnety_400mncnn: CPU - squeezenet_ssdncnn: CPU - yolov4-tinyncnn: CPU - resnet50ncnn: CPU - alexnetncnn: CPU - resnet18ncnn: CPU - vgg16ncnn: CPU - googlenetncnn: CPU - blazefacencnn: CPU - efficientnet-b0ncnn: CPU - mnasnetncnn: CPU - shufflenet-v2ncnn: CPU-v3-v3 - mobilenet-v3ncnn: CPU-v2-v2 - mobilenet-v2ncnn: CPU - mobilenetvkmark: 1920 x 1080hmmer: Pfam Database Searchnode-web-tooling: rawtherapee: Total Benchmark Timex265: Bosphorus 4Kbyte: Dhrystone 2build-eigen: Time To Compilecaffe: GoogleNet - CPU - 100glmark2: 1920 x 1080onednn: Recurrent Neural Network Inference - f32 - CPUonednn: Recurrent Neural Network Inference - bf16bf16bf16 - CPUonednn: Recurrent Neural Network Inference - u8s8f32 - CPUonednn: Deconvolution Batch shapes_1d - u8s8f32 - CPUonednn: Recurrent Neural Network Training - f32 - CPUonednn: Recurrent Neural Network Training - u8s8f32 - CPUkvazaar: Bosphorus 1080p - Mediumastcenc: Thoroughkvazaar: Bosphorus 4K - Ultra Fastbasis: UASTC Level 2hugin: Panorama Photo Assistant + Stitching Timebasis: ETC1Ssqlite-speedtest: Timed Time - Size 1,000warsow: 1920 x 1080stockfish: Total Timesunflow: Global Illumination + Image Synthesisdav1d: Summer Nature 4Krav1e: 5keydb: dav1d: Chimera 1080pcompress-lz4: 1 - Decompression Speedcompress-lz4: 1 - Compression Speedsockperf: Latency Under Loadrealsr-ncnn: 4x - Noindigobench: CPU - Bedroomlibraw: Post-Processing Benchmarkindigobench: CPU - Supercartensorflow-lite: SqueezeNettensorflow-lite: NASNet Mobiletensorflow-lite: Mobilenet Floattensorflow-lite: Mobilenet Quantaom-av1: Speed 6 Realtimesimdjson: LargeRandsimdjson: PartialTweetssimdjson: DistinctUserIDwebp: Quality 100, Lossless, Highest Compressiondarktable: Boat - CPU-onlyrav1e: 6ocrmypdf: Processing 60 Page PDF Documentencode-wavpack: WAV To WavPackonednn: Deconvolution Batch shapes_1d - f32 - CPUsimdjson: Kostyaespeak: Text-To-Speech Synthesisonednn: Matrix Multiply Batch Shapes Transformer - u8s8f32 - CPUaom-av1: Speed 6 Two-Passcompress-zstd: 3caffe: AlexNet - CPU - 100phpbench: PHP Benchmark Suitekvazaar: Bosphorus 1080p - Very Fastrnnoise: rav1e: 10onednn: IP Shapes 3D - f32 - CPUaom-av1: Speed 4 Two-Passunpack-firefox: firefox-84.0.source.tar.xzcrafty: Elapsed Timex265: Bosphorus 1080psynthmark: VoiceMark_100waifu2x-ncnn: 2x - 3 - Yesencode-ape: WAV To APEdarktable: Masskrug - CPU-onlywebp: Quality 100, Losslessaom-av1: Speed 8 Realtimedarktable: Server Room - CPU-onlykvazaar: Bosphorus 1080p - Ultra Fastdolfyn: Computational Fluid Dynamicsdav1d: Summer Nature 1080ptnn: CPU - SqueezeNet v1.1coremark: CoreMark Size 666 - Iterations Per Secondtnn: CPU - MobileNet v2astcenc: Mediumgimp: unsharp-maskredis: SETgimp: auto-levelsonednn: IP Shapes 1D - f32 - CPUonednn: IP Shapes 1D - u8s8f32 - CPUmafft: Multiple Sequence Alignment - LSU RNAencode-opus: WAV To Opus Encodegimp: rotatesockperf: Latency Ping Pongsockperf: Throughputredis: GETgimp: resizeonednn: Matrix Multiply Batch Shapes Transformer - f32 - CPUbasis: UASTC Level 0amg: redis: LPUSHredis: LPOPredis: SADDastcenc: Fastonednn: IP Shapes 3D - u8s8f32 - CPUwebp: Quality 100, Highest Compressionyquake2: Software CPU - 1920 x 1080lammps: Rhodopsin Proteinonednn: Convolution Batch Shapes Auto - u8s8f32 - CPUonednn: Convolution Batch Shapes Auto - f32 - CPUosbench: Create Fileslulesh: osbench: Memory Allocationsosbench: Launch Programsosbench: Create Processesosbench: Create Threadswaifu2x-ncnn: 2x - 3 - Noonednn: Deconvolution Batch shapes_3d - u8s8f32 - CPUonednn: Deconvolution Batch shapes_3d - f32 - CPUwebp: Quality 100ffte: N=256, 3D Complex FFT Routinewebp: Defaultyquake2: OpenGL 3.x - 1920 x 1080darktable: Server Rack - CPU-only123810.9547124324811563696.054480.333514.482501.2001448.589482.6091.496.75407342.988565.242.22342242.348554.342.778195.2052.552.58192.81992.99032.7601774804714.0191.413.24313.3140182.189644101718.8859.2859.0071.6823.4629.17117.4632.563.2516.9810.3812.639.5910.8846.4056913103.9463.4157.3955.42450.2169.732706035.5301333349.993822721428.319.1159.3959.2872.5523.3029.04117.1932.593.3117.0710.5012.659.6711.2046.831199127.1497.38123.6844.8135499453.0113.52011008418497721.137913.617746.8736.55968437.128193.616.5184.336.8486.47982.00682.06081.222158.157181693.20651.920.848265074.45184.258722.47994.3053.77563.0280.49419.361.10746774531611230994632873310.130.350.450.4657.67025.2061.08252.67515.08222.54130.3835.13414.82152.222346.04187750810615.6022.2382.57313.07361.3823.847627427519.49596.25426.67515.95524.17224.89427.2020.69527.0121.069182.89287.255102524.442176279.33912.7717.3321489969.2515.92416.542914.632215.0428.93614.4876.9275550552064794.8312.8557.3574411.8982134915331216336.462261210.921735687.339.755.814178.87292.92.60338.839223.021318.2458881180.097181.74268481.52326026.19028114.9202354.11529.709830.80732.59515392.8099519221.648814.10.339821.0557253743117717697.503800.330516.516503.9771461.853482.8391.496.79902339.548552.141.02340241.368547.842.348438.6452.392.56702.83712.96822.7659780282814.2191.453.25043.3113183.024638994319.0659.1659.4074.1023.2429.08118.9132.643.3116.9510.4412.989.6911.3047.0156970833.9463.9977.5265.41950.2699.613696009.5301687480.188422.0725224.218.8759.7159.4273.1423.4229.04119.3832.793.3316.7610.3412.899.4910.9146.491199127.6457.74123.4054.8335791748.5113.65411032018517794.137667.947725.6335.84618277.538356.196.5184.616.8586.54083.58182.17881.423159.456282203.14852.000.844267212.95184.178646.38015.3952.75863.0230.49419.661.09846195531721330627031868510.120.350.450.4657.21625.9011.08352.74115.07722.31440.3835.31915.08252.222358.04167250605515.5222.6932.56613.16851.3823.799625501519.60596.61526.68515.99424.51824.95727.1821.00827.0721.139183.50287.063101765.566926279.62612.8317.3171486411.6315.85316.555814.870015.0008.92314.4706.7515596631931045.2012.8667.3606112.0542142322331213155.041258380.501758200.509.745.841298.87193.32.58638.972823.679118.3158461208.386681.99938281.96751326.47956214.8232784.11029.888931.41472.60115755.5852717621.662807.20.342820.322815353695.243770.326514.799502.6081452.469482.5511.506.83284338.278562.841.23341243.268547.241.818426.8453.512.58282.81512.97822.7779766904314.2191.013.24823.3432182.601646856719.0759.5059.2871.6923.4829.28118.0432.593.3316.9010.4312.759.6010.6846.3256890703.9563.2697.3135.39850.4899.867700554.6301185316.589092723222.118.7559.3459.2871.8223.5129.18117.4532.433.2916.8910.2512.709.5911.0446.321196127.3857.38123.3394.8335427649.2112.96411015718527837.727750.497701.7533.05878342.738419.826.5084.496.8386.34082.18882.07681.933159.456485893.30252.090.839269044.48183.888690.18022.4850.69963.0020.49819.791.10646740431579031321632718710.250.350.450.4657.45225.4511.08952.98615.17422.66190.3835.31215.56192.242324.24157350415915.6222.5802.63913.36611.4023.806632206919.71593.90926.67315.99524.19424.90027.2920.73927.0520.988184.81286.140102339.408641279.27812.7517.3281472539.6715.89416.610815.197515.0358.91514.4246.7905576651930168.3812.8267.3135111.8632140726331223284.421275489.171734495.839.805.791198.86993.32.61338.505523.669718.4418621208.018585.63200682.07321226.85705814.9091084.09729.121030.82082.59015437.4685789981.657807.90.344OpenBenchmarking.org

Incompact3D

Input: Cylinder

OpenBenchmarking.orgSeconds, Fewer Is BetterIncompact3D 2020-09-17Input: Cylinder1232004006008001000SE +/- 3.54, N = 3SE +/- 10.03, N = 3SE +/- 2.19, N = 3810.95821.06820.321. (F9X) gfortran options: -cpp -funroll-loops -floop-optimize -fcray-pointer -fbacktrace -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -ldl -levent -levent_pthreads -lutil -lm -lrt -lz

LeelaChessZero

Backend: BLAS

OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.26Backend: BLAS12390180270360450SE +/- 4.54, N = 8SE +/- 6.01, N = 9SE +/- 2.52, N = 34323743531. (CXX) g++ options: -flto -pthread

Kripke

OpenBenchmarking.orgThroughput FoM, More Is BetterKripke 1.2.4121000K2000K3000K4000K5000KSE +/- 36406.50, N = 2SE +/- 35494.54, N = 3481156331177171. (CXX) g++ options: -O3 -fopenmp

ASTC Encoder

Preset: Exhaustive

OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 2.0Preset: Exhaustive123150300450600750SE +/- 1.18, N = 3SE +/- 0.48, N = 3SE +/- 0.20, N = 3696.05697.50695.241. (CXX) g++ options: -std=c++14 -fvisibility=hidden -O3 -flto -mfpmath=sse -mavx2 -mpopcnt -lpthread

LeelaChessZero

Backend: Eigen

OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.26Backend: Eigen123100200300400500SE +/- 4.81, N = 3SE +/- 5.13, N = 94483803771. (CXX) g++ options: -flto -pthread

GROMACS

Water Benchmark

OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2020.3Water Benchmark1230.07490.14980.22470.29960.3745SE +/- 0.002, N = 3SE +/- 0.002, N = 3SE +/- 0.005, N = 30.3330.3300.3261. (CXX) g++ options: -O3 -pthread -lrt -lpthread -lm

Build2

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterBuild2 0.13Time To Compile123110220330440550SE +/- 0.43, N = 3SE +/- 2.15, N = 3SE +/- 1.15, N = 3514.48516.52514.80

Timed Godot Game Engine Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Godot Game Engine Compilation 3.2.3Time To Compile123110220330440550SE +/- 0.16, N = 3SE +/- 0.30, N = 3SE +/- 0.32, N = 3501.20503.98502.61

CP2K Molecular Dynamics

Fayalite-FIST Data

OpenBenchmarking.orgSeconds, Fewer Is BetterCP2K Molecular Dynamics 8.1Fayalite-FIST Data123300600900120015001448.591461.851452.47

RealSR-NCNN

Scale: 4x - TAA: Yes

OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: Yes123100200300400500SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3482.61482.84482.55

Kvazaar

Video Input: Bosphorus 4K - Video Preset: Medium

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.0Video Input: Bosphorus 4K - Video Preset: Medium1230.33750.6751.01251.351.6875SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 31.491.491.501. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

NAMD

ATPase Simulation - 327,506 Atoms

OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD 2.14ATPase Simulation - 327,506 Atoms123246810SE +/- 0.01425, N = 3SE +/- 0.03865, N = 3SE +/- 0.08887, N = 56.754076.799026.83284

OpenFOAM

Input: Motorbike 30M

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenFOAM 8Input: Motorbike 30M12370140210280350SE +/- 1.66, N = 3SE +/- 0.27, N = 3SE +/- 2.23, N = 3342.98339.54338.271. (CXX) g++ options: -std=c++11 -m64 -O3 -ftemplate-depth-100 -fPIC -fuse-ld=bfd -Xlinker --add-needed --no-as-needed -ldynamicMesh -lgenericPatchFields -lOpenFOAM -ldl -lm

LZ4 Compression

Compression Level: 9 - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 9 - Decompression Speed1232K4K6K8K10KSE +/- 6.38, N = 13SE +/- 5.73, N = 15SE +/- 3.43, N = 158565.28552.18562.81. (CC) gcc options: -O3

LZ4 Compression

Compression Level: 9 - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 9 - Compression Speed1231020304050SE +/- 0.73, N = 13SE +/- 0.55, N = 15SE +/- 0.47, N = 1542.2241.0241.231. (CC) gcc options: -O3

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 tau100.012370140210280350SE +/- 1.76, N = 3SE +/- 0.67, N = 33423403411. (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

Numpy Benchmark

OpenBenchmarking.orgScore, More Is BetterNumpy Benchmark12350100150200250SE +/- 0.34, N = 3SE +/- 0.33, N = 3SE +/- 0.50, N = 3242.34241.36243.26

LZ4 Compression

Compression Level: 3 - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 3 - Decompression Speed1232K4K6K8K10KSE +/- 26.74, N = 3SE +/- 8.28, N = 15SE +/- 5.83, N = 158554.38547.88547.21. (CC) gcc options: -O3

LZ4 Compression

Compression Level: 3 - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 3 - Compression Speed1231020304050SE +/- 0.58, N = 3SE +/- 0.43, N = 15SE +/- 0.65, N = 1542.7742.3441.811. (CC) gcc options: -O3

oneDNN

Harness: Recurrent Neural Network Training - Data Type: bf16bf16bf16 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Recurrent Neural Network Training - Data Type: bf16bf16bf16 - Engine: CPU1232K4K6K8K10KSE +/- 99.84, N = 5SE +/- 66.22, N = 15SE +/- 46.50, N = 38195.208438.648426.84MIN: 7505MIN: 7752.96MIN: 8003.451. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

dav1d

Video Input: Chimera 1080p 10-bit

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.8.1Video Input: Chimera 1080p 10-bit1231224364860SE +/- 0.17, N = 3SE +/- 0.21, N = 3SE +/- 0.31, N = 352.5552.3953.51MIN: 35.45 / MAX: 124.71MIN: 35.47 / MAX: 120.48MIN: 35.6 / MAX: 125.131. (CC) gcc options: -pthread -ldl -lm

Embree

Binary: Pathtracer ISPC - Model: Crown

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.9.0Binary: Pathtracer ISPC - Model: Crown1230.58111.16221.74332.32442.9055SE +/- 0.0040, N = 3SE +/- 0.0105, N = 3SE +/- 0.0165, N = 32.58192.56702.5828MIN: 2.55 / MAX: 2.62MIN: 2.52 / MAX: 2.63MIN: 2.51 / MAX: 2.65

Embree

Binary: Pathtracer ISPC - Model: Asian Dragon Obj

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.9.0Binary: Pathtracer ISPC - Model: Asian Dragon Obj1230.63831.27661.91492.55323.1915SE +/- 0.0119, N = 3SE +/- 0.0157, N = 3SE +/- 0.0152, N = 32.81992.83712.8151MIN: 2.75 / MAX: 2.92MIN: 2.77 / MAX: 2.9MIN: 2.75 / MAX: 2.89

Embree

Binary: Pathtracer - Model: Asian Dragon Obj

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.9.0Binary: Pathtracer - Model: Asian Dragon Obj1230.67281.34562.01842.69123.364SE +/- 0.0237, N = 3SE +/- 0.0135, N = 3SE +/- 0.0217, N = 32.99032.96822.9782MIN: 2.9 / MAX: 3.08MIN: 2.9 / MAX: 3.07MIN: 2.91 / MAX: 3.08

Embree

Binary: Pathtracer - Model: Crown

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.9.0Binary: Pathtracer - Model: Crown1230.6251.251.8752.53.125SE +/- 0.0145, N = 3SE +/- 0.0043, N = 3SE +/- 0.0087, N = 32.76012.76592.7779MIN: 2.71 / MAX: 2.86MIN: 2.73 / MAX: 2.83MIN: 2.75 / MAX: 2.87

asmFish

1024 Hash Memory, 26 Depth

OpenBenchmarking.orgNodes/second, More Is BetterasmFish 2018-07-231024 Hash Memory, 26 Depth1232M4M6M8M10MSE +/- 28500.12, N = 3SE +/- 50254.79, N = 3SE +/- 29445.58, N = 3774804778028287669043

Zstd Compression

Compression Level: 19

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.5Compression Level: 1912348121620SE +/- 0.18, N = 5SE +/- 0.03, N = 3SE +/- 0.06, N = 314.014.214.21. (CC) gcc options: -O3 -pthread -lz -llzma

CloverLeaf

Lagrangian-Eulerian Hydrodynamics

OpenBenchmarking.orgSeconds, Fewer Is BetterCloverLeafLagrangian-Eulerian Hydrodynamics1234080120160200SE +/- 0.19, N = 3SE +/- 0.07, N = 3SE +/- 0.07, N = 3191.41191.45191.011. (F9X) gfortran options: -O3 -march=native -funroll-loops -fopenmp

Embree

Binary: Pathtracer ISPC - Model: Asian Dragon

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.9.0Binary: Pathtracer ISPC - Model: Asian Dragon1230.73131.46262.19392.92523.6565SE +/- 0.0133, N = 3SE +/- 0.0130, N = 3SE +/- 0.0025, N = 33.24313.25043.2482MIN: 3.18 / MAX: 3.32MIN: 3.19 / MAX: 3.32MIN: 3.2 / MAX: 3.32

Embree

Binary: Pathtracer - Model: Asian Dragon

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.9.0Binary: Pathtracer - Model: Asian Dragon1230.75221.50442.25663.00883.761SE +/- 0.0186, N = 3SE +/- 0.0143, N = 3SE +/- 0.0299, N = 33.31403.31133.3432MIN: 3.25 / MAX: 3.4MIN: 3.26 / MAX: 3.4MIN: 3.25 / MAX: 3.45

Timed FFmpeg Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed FFmpeg Compilation 4.2.2Time To Compile1234080120160200SE +/- 0.34, N = 3SE +/- 0.22, N = 3SE +/- 0.72, N = 3182.19183.02182.60

TensorFlow Lite

Model: Inception V4

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception V41231.4M2.8M4.2M5.6M7MSE +/- 24424.39, N = 3SE +/- 7475.10, N = 3SE +/- 4440.22, N = 3644101763899436468567

NCNN

Target: Vulkan GPU - Model: regnety_400m

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: regnety_400m123510152025SE +/- 0.09, N = 3SE +/- 0.15, N = 4SE +/- 0.01, N = 318.8819.0619.07MIN: 16.76 / MAX: 26.52MIN: 16.61 / MAX: 34.07MIN: 16.77 / MAX: 34.771. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: squeezenet_ssd

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: squeezenet_ssd1231326395265SE +/- 0.08, N = 3SE +/- 0.14, N = 4SE +/- 0.16, N = 359.2859.1659.50MIN: 53.06 / MAX: 77.54MIN: 51.95 / MAX: 72.82MIN: 52.65 / MAX: 71.961. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: yolov4-tiny

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: yolov4-tiny1231326395265SE +/- 0.04, N = 3SE +/- 0.06, N = 4SE +/- 0.16, N = 359.0059.4059.28MIN: 55.05 / MAX: 74.18MIN: 55.12 / MAX: 75.24MIN: 54.59 / MAX: 74.871. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: resnet50

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: resnet501231632486480SE +/- 0.20, N = 3SE +/- 0.63, N = 4SE +/- 0.29, N = 371.6874.1071.69MIN: 65.87 / MAX: 90.56MIN: 66.26 / MAX: 110.26MIN: 66.47 / MAX: 91.181. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: alexnet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: alexnet123612182430SE +/- 0.08, N = 3SE +/- 0.03, N = 4SE +/- 0.02, N = 323.4623.2423.48MIN: 21.29 / MAX: 37.36MIN: 21.11 / MAX: 37.35MIN: 21.25 / MAX: 36.411. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: resnet18

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: resnet18123714212835SE +/- 0.26, N = 3SE +/- 0.14, N = 4SE +/- 0.02, N = 329.1729.0829.28MIN: 26 / MAX: 40.97MIN: 25.74 / MAX: 44.35MIN: 25.57 / MAX: 39.411. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: vgg16

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: vgg16123306090120150SE +/- 0.37, N = 3SE +/- 0.24, N = 4SE +/- 0.16, N = 3117.46118.91118.04MIN: 111.97 / MAX: 149.37MIN: 113.22 / MAX: 141.78MIN: 112.22 / MAX: 141.411. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: googlenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: googlenet123816243240SE +/- 0.20, N = 3SE +/- 0.12, N = 4SE +/- 0.13, N = 332.5632.6432.59MIN: 28.77 / MAX: 47.43MIN: 28.94 / MAX: 42.38MIN: 28.42 / MAX: 45.731. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: blazeface

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: blazeface1230.74931.49862.24792.99723.7465SE +/- 0.01, N = 3SE +/- 0.02, N = 4SE +/- 0.03, N = 33.253.313.33MIN: 2.61 / MAX: 14.28MIN: 2.6 / MAX: 4.93MIN: 2.62 / MAX: 5.71. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: efficientnet-b0

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: efficientnet-b012348121620SE +/- 0.07, N = 3SE +/- 0.26, N = 4SE +/- 0.14, N = 316.9816.9516.90MIN: 14.01 / MAX: 31.1MIN: 14.04 / MAX: 27.15MIN: 13.97 / MAX: 30.891. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: mnasnet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: mnasnet1233691215SE +/- 0.08, N = 3SE +/- 0.20, N = 4SE +/- 0.08, N = 310.3810.4410.43MIN: 8.43 / MAX: 17.05MIN: 8.36 / MAX: 26.87MIN: 8.39 / MAX: 21.71. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: shufflenet-v2

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: shufflenet-v21233691215SE +/- 0.09, N = 3SE +/- 0.16, N = 4SE +/- 0.20, N = 312.6312.9812.75MIN: 10.39 / MAX: 25.47MIN: 10.26 / MAX: 24.78MIN: 10.36 / MAX: 21.981. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

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

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU-v3-v3 - Model: mobilenet-v31233691215SE +/- 0.13, N = 3SE +/- 0.14, N = 4SE +/- 0.09, N = 39.599.699.60MIN: 7.78 / MAX: 22.63MIN: 7.81 / MAX: 18.31MIN: 7.73 / MAX: 19.551. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

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

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU-v2-v2 - Model: mobilenet-v21233691215SE +/- 0.01, N = 3SE +/- 0.21, N = 4SE +/- 0.38, N = 310.8811.3010.68MIN: 8.93 / MAX: 27.73MIN: 8.86 / MAX: 23.26MIN: 8.89 / MAX: 17.411. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: mobilenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: mobilenet1231122334455SE +/- 0.03, N = 3SE +/- 0.66, N = 4SE +/- 0.07, N = 346.4047.0146.32MIN: 42.8 / MAX: 59.97MIN: 42.66 / MAX: 60.93MIN: 42.77 / MAX: 61.81. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

TensorFlow Lite

Model: Inception ResNet V2

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception ResNet V21231.2M2.4M3.6M4.8M6MSE +/- 3601.25, N = 3SE +/- 3137.20, N = 3SE +/- 6688.08, N = 3569131056970835689070

Kvazaar

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

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.0Video Input: Bosphorus 4K - Video Preset: Very Fast1230.88881.77762.66643.55524.444SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 33.943.943.951. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

Mobile Neural Network

Model: inception-v3

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.1.1Model: inception-v31231428425670SE +/- 0.18, N = 3SE +/- 0.32, N = 3SE +/- 0.19, N = 363.4264.0063.27MIN: 60.02 / MAX: 120.02MIN: 60.33 / MAX: 93.06MIN: 60.45 / MAX: 98.451. (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

Mobile Neural Network

Model: mobilenet-v1-1.0

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.1.1Model: mobilenet-v1-1.0123246810SE +/- 0.021, N = 3SE +/- 0.065, N = 3SE +/- 0.030, N = 37.3957.5267.313MIN: 6.57 / MAX: 16.47MIN: 6.6 / MAX: 20.05MIN: 6.61 / MAX: 17.321. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

Mobile Neural Network

Model: MobileNetV2_224

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.1.1Model: MobileNetV2_2241231.22042.44083.66124.88166.102SE +/- 0.019, N = 3SE +/- 0.038, N = 3SE +/- 0.037, N = 35.4245.4195.398MIN: 4.8 / MAX: 14.75MIN: 4.88 / MAX: 15.69MIN: 4.83 / MAX: 15.641. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

Mobile Neural Network

Model: resnet-v2-50

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.1.1Model: resnet-v2-501231122334455SE +/- 0.51, N = 3SE +/- 0.33, N = 3SE +/- 0.27, N = 350.2250.2750.49MIN: 47.21 / MAX: 83.29MIN: 47.5 / MAX: 72.85MIN: 47.85 / MAX: 147.841. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

Mobile Neural Network

Model: SqueezeNetV1.0

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.1.1Model: SqueezeNetV1.01233691215SE +/- 0.127, N = 3SE +/- 0.039, N = 3SE +/- 0.066, N = 39.7329.6139.867MIN: 8.67 / MAX: 18.76MIN: 8.69 / MAX: 20.7MIN: 8.73 / MAX: 39.421. (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

InfluxDB

Concurrent Streams: 4 - Batch Size: 10000 - Tags: 2,5000,1 - Points Per Series: 10000

OpenBenchmarking.orgval/sec, More Is BetterInfluxDB 1.8.2Concurrent Streams: 4 - Batch Size: 10000 - Tags: 2,5000,1 - Points Per Series: 10000123150K300K450K600K750KSE +/- 8641.46, N = 3SE +/- 6558.55, N = 3SE +/- 5594.95, N = 3706035.5696009.5700554.6

Hierarchical INTegration

Test: FLOAT

OpenBenchmarking.orgQUIPs, More Is BetterHierarchical INTegration 1.0Test: FLOAT12360M120M180M240M300MSE +/- 252430.64, N = 3SE +/- 109501.99, N = 3SE +/- 702868.97, N = 3301333349.99301687480.19301185316.591. (CC) gcc options: -O3 -march=native -lm

CLOMP

Static OMP Speedup

OpenBenchmarking.orgSpeedup, More Is BetterCLOMP 1.2Static OMP Speedup1230.450.91.351.82.25SE +/- 0.03, N = 32.02.02.01. (CC) gcc options: -fopenmp -O3 -lm

InfluxDB

Concurrent Streams: 64 - Batch Size: 10000 - Tags: 2,5000,1 - Points Per Series: 10000

OpenBenchmarking.orgval/sec, More Is BetterInfluxDB 1.8.2Concurrent Streams: 64 - Batch Size: 10000 - Tags: 2,5000,1 - Points Per Series: 10000123160K320K480K640K800KSE +/- 1902.33, N = 3SE +/- 1666.30, N = 3SE +/- 3366.02, N = 3721428.3725224.2723222.1

NCNN

Target: CPU - Model: regnety_400m

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: regnety_400m123510152025SE +/- 0.07, N = 3SE +/- 0.10, N = 3SE +/- 0.18, N = 319.1118.8718.75MIN: 16.69 / MAX: 35.81MIN: 16.81 / MAX: 33.23MIN: 16.84 / MAX: 32.851. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: squeezenet_ssd

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: squeezenet_ssd1231326395265SE +/- 0.05, N = 3SE +/- 0.20, N = 3SE +/- 0.27, N = 359.3959.7159.34MIN: 53.07 / MAX: 79.98MIN: 52.9 / MAX: 78.52MIN: 52.64 / MAX: 71.171. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: yolov4-tiny

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: yolov4-tiny1231326395265SE +/- 0.05, N = 3SE +/- 0.08, N = 3SE +/- 0.06, N = 359.2859.4259.28MIN: 55.69 / MAX: 71.74MIN: 55.13 / MAX: 75.95MIN: 55.36 / MAX: 72.941. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: resnet50

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: resnet501231632486480SE +/- 0.82, N = 3SE +/- 0.39, N = 3SE +/- 0.19, N = 372.5573.1471.82MIN: 66.75 / MAX: 91.97MIN: 66.24 / MAX: 103.74MIN: 65.77 / MAX: 87.351. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: alexnet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: alexnet123612182430SE +/- 0.11, N = 3SE +/- 0.07, N = 3SE +/- 0.07, N = 323.3023.4223.51MIN: 21.24 / MAX: 38.11MIN: 21.27 / MAX: 37.51MIN: 21.21 / MAX: 37.481. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: resnet18

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: resnet18123714212835SE +/- 0.16, N = 3SE +/- 0.12, N = 3SE +/- 0.33, N = 329.0429.0429.18MIN: 25.89 / MAX: 42.02MIN: 25.69 / MAX: 36.07MIN: 25.64 / MAX: 44.221. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: vgg16

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: vgg16123306090120150SE +/- 0.18, N = 3SE +/- 0.23, N = 3SE +/- 0.17, N = 3117.19119.38117.45MIN: 112.25 / MAX: 143.19MIN: 113.9 / MAX: 142.52MIN: 112.54 / MAX: 135.061. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: googlenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: googlenet123816243240SE +/- 0.18, N = 3SE +/- 0.05, N = 3SE +/- 0.18, N = 332.5932.7932.43MIN: 28.72 / MAX: 51.96MIN: 28.77 / MAX: 48.75MIN: 28.44 / MAX: 46.341. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: blazeface

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: blazeface1230.74931.49862.24792.99723.7465SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 33.313.333.29MIN: 2.64 / MAX: 9.91MIN: 2.62 / MAX: 5.11MIN: 2.73 / MAX: 4.721. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: efficientnet-b0

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: efficientnet-b012348121620SE +/- 0.15, N = 3SE +/- 0.03, N = 3SE +/- 0.12, N = 317.0716.7616.89MIN: 14.1 / MAX: 30.1MIN: 13.96 / MAX: 31.87MIN: 14.11 / MAX: 30.241. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: mnasnet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: mnasnet1233691215SE +/- 0.05, N = 3SE +/- 0.10, N = 3SE +/- 0.06, N = 310.5010.3410.25MIN: 8.45 / MAX: 18.4MIN: 8.42 / MAX: 16.24MIN: 8.43 / MAX: 24.691. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: shufflenet-v2

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: shufflenet-v21233691215SE +/- 0.12, N = 3SE +/- 0.14, N = 3SE +/- 0.14, N = 312.6512.8912.70MIN: 10.41 / MAX: 23.3MIN: 10.42 / MAX: 26.77MIN: 10.47 / MAX: 19.711. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

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

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU-v3-v3 - Model: mobilenet-v31233691215SE +/- 0.07, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 39.679.499.59MIN: 7.8 / MAX: 15.65MIN: 7.78 / MAX: 14.76MIN: 7.81 / MAX: 16.291. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

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

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU-v2-v2 - Model: mobilenet-v21233691215SE +/- 0.13, N = 3SE +/- 0.08, N = 3SE +/- 0.05, N = 311.2010.9111.04MIN: 8.97 / MAX: 20.5MIN: 8.91 / MAX: 18.07MIN: 8.96 / MAX: 21.861. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: mobilenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: mobilenet1231122334455SE +/- 0.46, N = 3SE +/- 0.07, N = 3SE +/- 0.05, N = 346.8346.4946.32MIN: 42.34 / MAX: 64.41MIN: 42.72 / MAX: 62.2MIN: 43.57 / MAX: 62.161. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

VKMark

Resolution: 1920 x 1080

OpenBenchmarking.orgVKMark Score, More Is BetterVKMark 2020-05-21Resolution: 1920 x 1080123300600900120015001199119911961. (CXX) g++ options: -pthread -ldl -pipe -std=c++14 -MD -MQ -MF

Timed HMMer Search

Pfam Database Search

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed HMMer Search 3.3.1Pfam Database Search123306090120150SE +/- 0.03, N = 3SE +/- 0.26, N = 3SE +/- 0.08, N = 3127.15127.65127.391. (CC) gcc options: -O3 -pthread -lhmmer -leasel -lm

Node.js V8 Web Tooling Benchmark

OpenBenchmarking.orgruns/s, More Is BetterNode.js V8 Web Tooling Benchmark123246810SE +/- 0.08, N = 3SE +/- 0.03, N = 3SE +/- 0.09, N = 47.387.747.381. Nodejs v12.18.2

RawTherapee

Total Benchmark Time

OpenBenchmarking.orgSeconds, Fewer Is BetterRawTherapeeTotal Benchmark Time123306090120150SE +/- 0.06, N = 3SE +/- 0.21, N = 3SE +/- 0.14, N = 3123.68123.41123.341. RawTherapee, version 5.8, command line.

x265

Video Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is Betterx265 3.4Video Input: Bosphorus 4K1231.08682.17363.26044.34725.434SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 34.814.834.831. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

BYTE Unix Benchmark

Computational Test: Dhrystone 2

OpenBenchmarking.orgLPS, More Is BetterBYTE Unix Benchmark 3.6Computational Test: Dhrystone 21238M16M24M32M40MSE +/- 289585.60, N = 3SE +/- 208729.08, N = 3SE +/- 503813.27, N = 335499453.035791748.535427649.2

Timed Eigen Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Eigen Compilation 3.3.9Time To Compile123306090120150SE +/- 0.54, N = 3SE +/- 0.19, N = 3SE +/- 0.21, N = 3113.52113.65112.96

Caffe

Model: GoogleNet - Acceleration: CPU - Iterations: 100

OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2020-02-13Model: GoogleNet - Acceleration: CPU - Iterations: 10012320K40K60K80K100KSE +/- 106.80, N = 3SE +/- 38.96, N = 3SE +/- 223.03, N = 31100841103201101571. (CXX) g++ options: -fPIC -O3 -rdynamic -lglog -lgflags -lprotobuf -lpthread -lsz -lz -ldl -lm -llmdb -lopenblas

GLmark2

Resolution: 1920 x 1080

OpenBenchmarking.orgScore, More Is BetterGLmark2 2020.04Resolution: 1920 x 1080123400800120016002000184918511852

oneDNN

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

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Recurrent Neural Network Inference - Data Type: f32 - Engine: CPU1232K4K6K8K10KSE +/- 11.25, N = 3SE +/- 85.05, N = 3SE +/- 30.28, N = 37721.137794.137837.72MIN: 7547.72MIN: 7534.49MIN: 7613.071. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

oneDNN

Harness: Recurrent Neural Network Inference - Data Type: bf16bf16bf16 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Recurrent Neural Network Inference - Data Type: bf16bf16bf16 - Engine: CPU1232K4K6K8K10KSE +/- 101.76, N = 3SE +/- 22.70, N = 3SE +/- 13.61, N = 37913.617667.947750.49MIN: 7617.25MIN: 7509.56MIN: 7562.511. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

oneDNN

Harness: Recurrent Neural Network Inference - Data Type: u8s8f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Recurrent Neural Network Inference - Data Type: u8s8f32 - Engine: CPU12317003400510068008500SE +/- 38.84, N = 3SE +/- 27.04, N = 3SE +/- 16.23, N = 37746.877725.637701.75MIN: 7556.29MIN: 7520.66MIN: 7494.481. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

oneDNN

Harness: Deconvolution Batch shapes_1d - Data Type: u8s8f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Deconvolution Batch shapes_1d - Data Type: u8s8f32 - Engine: CPU123816243240SE +/- 1.59, N = 15SE +/- 1.77, N = 15SE +/- 1.44, N = 1236.5635.8533.06MIN: 27.16MIN: 27.16MIN: 26.991. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

oneDNN

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

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Recurrent Neural Network Training - Data Type: f32 - Engine: CPU1232K4K6K8K10KSE +/- 133.51, N = 3SE +/- 86.65, N = 3SE +/- 61.07, N = 38437.128277.538342.73MIN: 7874.47MIN: 7767.68MIN: 7929.121. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

oneDNN

Harness: Recurrent Neural Network Training - Data Type: u8s8f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Recurrent Neural Network Training - Data Type: u8s8f32 - Engine: CPU1232K4K6K8K10KSE +/- 128.90, N = 3SE +/- 144.66, N = 3SE +/- 28.77, N = 38193.618356.198419.82MIN: 7671.11MIN: 7776.27MIN: 8053.441. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

Kvazaar

Video Input: Bosphorus 1080p - Video Preset: Medium

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.0Video Input: Bosphorus 1080p - Video Preset: Medium123246810SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 36.516.516.501. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

ASTC Encoder

Preset: Thorough

OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 2.0Preset: Thorough12320406080100SE +/- 0.21, N = 3SE +/- 0.21, N = 3SE +/- 0.04, N = 384.3384.6184.491. (CXX) g++ options: -std=c++14 -fvisibility=hidden -O3 -flto -mfpmath=sse -mavx2 -mpopcnt -lpthread

Kvazaar

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

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.0Video Input: Bosphorus 4K - Video Preset: Ultra Fast123246810SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 36.846.856.831. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

Basis Universal

Settings: UASTC Level 2

OpenBenchmarking.orgSeconds, Fewer Is BetterBasis Universal 1.12Settings: UASTC Level 212320406080100SE +/- 0.24, N = 3SE +/- 0.18, N = 3SE +/- 0.16, N = 386.4886.5486.341. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread

Hugin

Panorama Photo Assistant + Stitching Time

OpenBenchmarking.orgSeconds, Fewer Is BetterHuginPanorama Photo Assistant + Stitching Time12320406080100SE +/- 0.57, N = 3SE +/- 0.26, N = 3SE +/- 0.13, N = 382.0183.5882.19

Basis Universal

Settings: ETC1S

OpenBenchmarking.orgSeconds, Fewer Is BetterBasis Universal 1.12Settings: ETC1S12320406080100SE +/- 0.05, N = 3SE +/- 0.14, N = 3SE +/- 0.07, N = 382.0682.1882.081. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread

SQLite Speedtest

Timed Time - Size 1,000

OpenBenchmarking.orgSeconds, Fewer Is BetterSQLite Speedtest 3.30Timed Time - Size 1,00012320406080100SE +/- 0.14, N = 3SE +/- 0.76, N = 3SE +/- 0.70, N = 381.2281.4281.931. (CC) gcc options: -O2 -ldl -lz -lpthread

Warsow

Resolution: 1920 x 1080

OpenBenchmarking.orgFrames Per Second, More Is BetterWarsow 2.5 BetaResolution: 1920 x 10801234080120160200SE +/- 1.30, N = 3SE +/- 0.12, N = 3SE +/- 0.10, N = 3158.1159.4159.4

Stockfish

Total Time

OpenBenchmarking.orgNodes Per Second, More Is BetterStockfish 12Total Time1231.2M2.4M3.6M4.8M6MSE +/- 48644.36, N = 3SE +/- 74806.22, N = 3SE +/- 39149.01, N = 35718169562822056485891. (CXX) g++ options: -m64 -lpthread -fno-exceptions -std=c++17 -pedantic -O3 -msse -msse3 -mpopcnt -msse4.1 -mssse3 -msse2 -flto -flto=jobserver

Sunflow Rendering System

Global Illumination + Image Synthesis

OpenBenchmarking.orgSeconds, Fewer Is BetterSunflow Rendering System 0.07.2Global Illumination + Image Synthesis1230.7431.4862.2292.9723.715SE +/- 0.041, N = 3SE +/- 0.032, N = 3SE +/- 0.028, N = 153.2063.1483.302MIN: 2.88 / MAX: 3.79MIN: 2.89 / MAX: 3.84MIN: 2.87 / MAX: 4.18

dav1d

Video Input: Summer Nature 4K

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.8.1Video Input: Summer Nature 4K1231224364860SE +/- 0.35, N = 3SE +/- 0.37, N = 3SE +/- 0.44, N = 351.9252.0052.09MIN: 48.08 / MAX: 61.73MIN: 48.01 / MAX: 61.72MIN: 48.07 / MAX: 61.571. (CC) gcc options: -pthread -ldl -lm

rav1e

Speed: 5

OpenBenchmarking.orgFrames Per Second, More Is Betterrav1e 0.4Speed: 51230.19080.38160.57240.76320.954SE +/- 0.001, N = 3SE +/- 0.001, N = 3SE +/- 0.000, N = 30.8480.8440.839

KeyDB

OpenBenchmarking.orgOps/sec, More Is BetterKeyDB 6.0.1612360K120K180K240K300KSE +/- 3138.20, N = 3SE +/- 2051.97, N = 3SE +/- 1852.38, N = 3265074.45267212.95269044.481. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

dav1d

Video Input: Chimera 1080p

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.8.1Video Input: Chimera 1080p1234080120160200SE +/- 0.04, N = 3SE +/- 1.76, N = 3SE +/- 1.89, N = 3184.25184.17183.88MIN: 129.28 / MAX: 331.16MIN: 127.79 / MAX: 333.51MIN: 127.66 / MAX: 340.881. (CC) gcc options: -pthread -ldl -lm

LZ4 Compression

Compression Level: 1 - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 1 - Decompression Speed1232K4K6K8K10KSE +/- 6.35, N = 3SE +/- 8.66, N = 3SE +/- 57.65, N = 38722.48646.38690.11. (CC) gcc options: -O3

LZ4 Compression

Compression Level: 1 - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 1 - Compression Speed1232K4K6K8K10KSE +/- 51.24, N = 3SE +/- 41.71, N = 3SE +/- 92.88, N = 37994.308015.398022.481. (CC) gcc options: -O3

Sockperf

Test: Latency Under Load

OpenBenchmarking.orgusec, Fewer Is BetterSockperf 3.4Test: Latency Under Load1231224364860SE +/- 2.25, N = 20SE +/- 1.88, N = 25SE +/- 1.93, N = 2553.7852.7650.701. (CXX) g++ options: --param -O3 -rdynamic -ldl -lpthread

RealSR-NCNN

Scale: 4x - TAA: No

OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: No1231428425670SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 363.0363.0263.00

IndigoBench

Acceleration: CPU - Scene: Bedroom

OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: CPU - Scene: Bedroom1230.11210.22420.33630.44840.5605SE +/- 0.001, N = 3SE +/- 0.000, N = 3SE +/- 0.002, N = 30.4940.4940.498

LibRaw

Post-Processing Benchmark

OpenBenchmarking.orgMpix/sec, More Is BetterLibRaw 0.20Post-Processing Benchmark123510152025SE +/- 0.05, N = 3SE +/- 0.11, N = 3SE +/- 0.12, N = 319.3619.6619.791. (CXX) g++ options: -O2 -fopenmp -ljpeg -lz -lm

IndigoBench

Acceleration: CPU - Scene: Supercar

OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: CPU - Scene: Supercar1230.24910.49820.74730.99641.2455SE +/- 0.004, N = 3SE +/- 0.009, N = 3SE +/- 0.002, N = 31.1071.0981.106

TensorFlow Lite

Model: SqueezeNet

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: SqueezeNet123100K200K300K400K500KSE +/- 158.13, N = 3SE +/- 1459.42, N = 3SE +/- 564.75, N = 3467745461955467404

TensorFlow Lite

Model: NASNet Mobile

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: NASNet Mobile12370K140K210K280K350KSE +/- 995.45, N = 3SE +/- 384.90, N = 3SE +/- 504.11, N = 3316112317213315790

TensorFlow Lite

Model: Mobilenet Float

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet Float12370K140K210K280K350KSE +/- 172.14, N = 3SE +/- 1840.34, N = 3SE +/- 2441.23, N = 3309946306270313216

TensorFlow Lite

Model: Mobilenet Quant

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet Quant12370K140K210K280K350KSE +/- 1183.02, N = 3SE +/- 1025.34, N = 3SE +/- 1866.22, N = 3328733318685327187

AOM AV1

Encoder Mode: Speed 6 Realtime

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 2.0Encoder Mode: Speed 6 Realtime1233691215SE +/- 0.04, N = 3SE +/- 0.08, N = 3SE +/- 0.13, N = 310.1310.1210.251. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

simdjson

Throughput Test: LargeRandom

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 0.7.1Throughput Test: LargeRandom1230.07880.15760.23640.31520.394SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 30.350.350.351. (CXX) g++ options: -O3 -pthread

simdjson

Throughput Test: PartialTweets

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 0.7.1Throughput Test: PartialTweets1230.10130.20260.30390.40520.5065SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 30.450.450.451. (CXX) g++ options: -O3 -pthread

simdjson

Throughput Test: DistinctUserID

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 0.7.1Throughput Test: DistinctUserID1230.10350.2070.31050.4140.5175SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 30.460.460.461. (CXX) g++ options: -O3 -pthread

WebP Image Encode

Encode Settings: Quality 100, Lossless, Highest Compression

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, Lossless, Highest Compression1231326395265SE +/- 0.26, N = 3SE +/- 0.02, N = 3SE +/- 0.09, N = 357.6757.2257.451. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff

Darktable

Test: Boat - Acceleration: CPU-only

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.2.1Test: Boat - Acceleration: CPU-only123612182430SE +/- 0.09, N = 3SE +/- 0.25, N = 13SE +/- 0.09, N = 325.2125.9025.45

rav1e

Speed: 6

OpenBenchmarking.orgFrames Per Second, More Is Betterrav1e 0.4Speed: 61230.2450.490.7350.981.225SE +/- 0.005, N = 3SE +/- 0.001, N = 3SE +/- 0.003, N = 31.0821.0831.089

OCRMyPDF

Processing 60 Page PDF Document

OpenBenchmarking.orgSeconds, Fewer Is BetterOCRMyPDF 10.3.1+dfsgProcessing 60 Page PDF Document1231224364860SE +/- 0.13, N = 3SE +/- 0.08, N = 3SE +/- 0.10, N = 352.6852.7452.99

WavPack Audio Encoding

WAV To WavPack

OpenBenchmarking.orgSeconds, Fewer Is BetterWavPack Audio Encoding 5.3WAV To WavPack12348121620SE +/- 0.01, N = 5SE +/- 0.01, N = 5SE +/- 0.09, N = 2115.0815.0815.171. (CXX) g++ options: -rdynamic

oneDNN

Harness: Deconvolution Batch shapes_1d - Data Type: f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Deconvolution Batch shapes_1d - Data Type: f32 - Engine: CPU123510152025SE +/- 0.26, N = 3SE +/- 0.18, N = 15SE +/- 0.14, N = 322.5422.3122.66MIN: 17.75MIN: 17.69MIN: 17.691. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

simdjson

Throughput Test: Kostya

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 0.7.1Throughput Test: Kostya1230.08550.1710.25650.3420.4275SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 30.380.380.381. (CXX) g++ options: -O3 -pthread

eSpeak-NG Speech Engine

Text-To-Speech Synthesis

OpenBenchmarking.orgSeconds, Fewer Is BettereSpeak-NG Speech Engine 20200907Text-To-Speech Synthesis123816243240SE +/- 0.11, N = 4SE +/- 0.12, N = 4SE +/- 0.11, N = 435.1335.3235.311. (CC) gcc options: -O2 -std=c99

oneDNN

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

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Matrix Multiply Batch Shapes Transformer - Data Type: u8s8f32 - Engine: CPU12348121620SE +/- 0.22, N = 15SE +/- 0.18, N = 15SE +/- 0.09, N = 314.8215.0815.56MIN: 11.81MIN: 12.35MIN: 13.121. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

AOM AV1

Encoder Mode: Speed 6 Two-Pass

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 2.0Encoder Mode: Speed 6 Two-Pass1230.5041.0081.5122.0162.52SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 32.222.222.241. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

Zstd Compression

Compression Level: 3

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.5Compression Level: 31235001000150020002500SE +/- 27.78, N = 3SE +/- 16.00, N = 3SE +/- 7.82, N = 32346.02358.02324.21. (CC) gcc options: -O3 -pthread -lz -llzma

Caffe

Model: AlexNet - Acceleration: CPU - Iterations: 100

OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2020-02-13Model: AlexNet - Acceleration: CPU - Iterations: 1001239K18K27K36K45KSE +/- 193.32, N = 3SE +/- 90.86, N = 3SE +/- 137.35, N = 34187741672415731. (CXX) g++ options: -fPIC -O3 -rdynamic -lglog -lgflags -lprotobuf -lpthread -lsz -lz -ldl -lm -llmdb -lopenblas

PHPBench

PHP Benchmark Suite

OpenBenchmarking.orgScore, More Is BetterPHPBench 0.8.1PHP Benchmark Suite123110K220K330K440K550KSE +/- 423.52, N = 3SE +/- 1952.23, N = 3SE +/- 2233.09, N = 3508106506055504159

Kvazaar

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

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.0Video Input: Bosphorus 1080p - Video Preset: Very Fast12348121620SE +/- 0.06, N = 3SE +/- 0.06, N = 3SE +/- 0.03, N = 315.6015.5215.621. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

RNNoise

OpenBenchmarking.orgSeconds, Fewer Is BetterRNNoise 2020-06-28123510152025SE +/- 0.03, N = 3SE +/- 0.23, N = 8SE +/- 0.35, N = 322.2422.6922.581. (CC) gcc options: -O2 -pedantic -fvisibility=hidden

rav1e

Speed: 10

OpenBenchmarking.orgFrames Per Second, More Is Betterrav1e 0.4Speed: 101230.59381.18761.78142.37522.969SE +/- 0.015, N = 3SE +/- 0.008, N = 3SE +/- 0.007, N = 32.5732.5662.639

oneDNN

Harness: IP Shapes 3D - Data Type: f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: IP Shapes 3D - Data Type: f32 - Engine: CPU1233691215SE +/- 0.18, N = 15SE +/- 0.17, N = 15SE +/- 0.06, N = 313.0713.1713.37MIN: 10.63MIN: 10.78MIN: 12.281. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

AOM AV1

Encoder Mode: Speed 4 Two-Pass

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 2.0Encoder Mode: Speed 4 Two-Pass1230.3150.630.9451.261.575SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 31.381.381.401. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

Unpacking Firefox

Extracting: firefox-84.0.source.tar.xz

OpenBenchmarking.orgSeconds, Fewer Is BetterUnpacking Firefox 84.0Extracting: firefox-84.0.source.tar.xz123612182430SE +/- 0.03, N = 4SE +/- 0.03, N = 4SE +/- 0.08, N = 423.8523.8023.81

Crafty

Elapsed Time

OpenBenchmarking.orgNodes Per Second, More Is BetterCrafty 25.2Elapsed Time1231.4M2.8M4.2M5.6M7MSE +/- 2855.69, N = 3SE +/- 20483.82, N = 3SE +/- 23149.53, N = 36274275625501563220691. (CC) gcc options: -pthread -lstdc++ -fprofile-use -lm

x265

Video Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is Betterx265 3.4Video Input: Bosphorus 1080p123510152025SE +/- 0.16, N = 3SE +/- 0.07, N = 3SE +/- 0.11, N = 319.4919.6019.711. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

Google SynthMark

Test: VoiceMark_100

OpenBenchmarking.orgVoices, More Is BetterGoogle SynthMark 20201109Test: VoiceMark_100123130260390520650SE +/- 1.56, N = 3SE +/- 0.89, N = 3SE +/- 1.20, N = 3596.25596.62593.911. (CXX) g++ options: -lm -lpthread -std=c++11 -Ofast

Waifu2x-NCNN Vulkan

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

OpenBenchmarking.orgSeconds, Fewer Is BetterWaifu2x-NCNN Vulkan 20200818Scale: 2x - Denoise: 3 - TAA: Yes123612182430SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 326.6826.6926.67

Monkey Audio Encoding

WAV To APE

OpenBenchmarking.orgSeconds, Fewer Is BetterMonkey Audio Encoding 3.99.6WAV To APE12348121620SE +/- 0.05, N = 5SE +/- 0.08, N = 5SE +/- 0.05, N = 515.9615.9916.001. (CXX) g++ options: -O3 -pedantic -rdynamic -lrt

Darktable

Test: Masskrug - Acceleration: CPU-only

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.2.1Test: Masskrug - Acceleration: CPU-only123612182430SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 0.08, N = 324.1724.5224.19

WebP Image Encode

Encode Settings: Quality 100, Lossless

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, Lossless123612182430SE +/- 0.03, N = 3SE +/- 0.10, N = 3SE +/- 0.21, N = 324.8924.9624.901. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff

AOM AV1

Encoder Mode: Speed 8 Realtime

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 2.0Encoder Mode: Speed 8 Realtime123612182430SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 327.2027.1827.291. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

Darktable

Test: Server Room - Acceleration: CPU-only

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.2.1Test: Server Room - Acceleration: CPU-only123510152025SE +/- 0.21, N = 3SE +/- 0.12, N = 3SE +/- 0.19, N = 320.7021.0120.74

Kvazaar

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

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.0Video Input: Bosphorus 1080p - Video Preset: Ultra Fast123612182430SE +/- 0.16, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 327.0127.0727.051. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

Dolfyn

Computational Fluid Dynamics

OpenBenchmarking.orgSeconds, Fewer Is BetterDolfyn 0.527Computational Fluid Dynamics123510152025SE +/- 0.07, N = 3SE +/- 0.05, N = 3SE +/- 0.04, N = 321.0721.1420.99

dav1d

Video Input: Summer Nature 1080p

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.8.1Video Input: Summer Nature 1080p1234080120160200SE +/- 0.82, N = 3SE +/- 0.30, N = 3SE +/- 0.36, N = 3182.89183.50184.81MIN: 167.96 / MAX: 203.4MIN: 169.65 / MAX: 201.98MIN: 171.93 / MAX: 203.271. (CC) gcc options: -pthread -ldl -lm

TNN

Target: CPU - Model: SqueezeNet v1.1

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: SqueezeNet v1.112360120180240300SE +/- 0.12, N = 3SE +/- 0.28, N = 3SE +/- 0.02, N = 3287.26287.06286.14MIN: 286.22 / MAX: 288.27MIN: 286.17 / MAX: 287.91MIN: 285.41 / MAX: 286.851. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl

Coremark

CoreMark Size 666 - Iterations Per Second

OpenBenchmarking.orgIterations/Sec, More Is BetterCoremark 1.0CoreMark Size 666 - Iterations Per Second12320K40K60K80K100KSE +/- 816.07, N = 3SE +/- 290.85, N = 3SE +/- 373.76, N = 3102524.44101765.57102339.411. (CC) gcc options: -O2 -lrt" -lrt

TNN

Target: CPU - Model: MobileNet v2

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: MobileNet v212360120180240300SE +/- 0.05, N = 3SE +/- 0.44, N = 3SE +/- 0.29, N = 3279.34279.63279.28MIN: 276.5 / MAX: 293.72MIN: 276.69 / MAX: 295.47MIN: 276.39 / MAX: 296.431. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl

ASTC Encoder

Preset: Medium

OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 2.0Preset: Medium1233691215SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 0.03, N = 312.7712.8312.751. (CXX) g++ options: -std=c++14 -fvisibility=hidden -O3 -flto -mfpmath=sse -mavx2 -mpopcnt -lpthread

GIMP

Test: unsharp-mask

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.18Test: unsharp-mask12348121620SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 317.3317.3217.33

Redis

Test: SET

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 6.0.9Test: SET123300K600K900K1200K1500KSE +/- 5888.95, N = 3SE +/- 19097.96, N = 3SE +/- 15253.86, N = 81489969.251486411.631472539.671. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

GIMP

Test: auto-levels

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.18Test: auto-levels12348121620SE +/- 0.01, N = 3SE +/- 0.11, N = 3SE +/- 0.06, N = 315.9215.8515.89

oneDNN

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

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: IP Shapes 1D - Data Type: f32 - Engine: CPU12348121620SE +/- 0.17, N = 3SE +/- 0.19, N = 3SE +/- 0.24, N = 316.5416.5616.61MIN: 13.54MIN: 13.67MIN: 13.51. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

oneDNN

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

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: IP Shapes 1D - Data Type: u8s8f32 - Engine: CPU12348121620SE +/- 0.11, N = 3SE +/- 0.12, N = 3SE +/- 0.12, N = 314.6314.8715.20MIN: 13.38MIN: 13.38MIN: 13.471. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

Timed MAFFT Alignment

Multiple Sequence Alignment - LSU RNA

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed MAFFT Alignment 7.471Multiple Sequence Alignment - LSU RNA12348121620SE +/- 0.21, N = 3SE +/- 0.06, N = 3SE +/- 0.10, N = 315.0415.0015.041. (CC) gcc options: -std=c99 -O3 -lm -lpthread

Opus Codec Encoding

WAV To Opus Encode

OpenBenchmarking.orgSeconds, Fewer Is BetterOpus Codec Encoding 1.3.1WAV To Opus Encode123246810SE +/- 0.033, N = 5SE +/- 0.030, N = 5SE +/- 0.021, N = 58.9368.9238.9151. (CXX) g++ options: -fvisibility=hidden -logg -lm

GIMP

Test: rotate

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.18Test: rotate12348121620SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.03, N = 314.4914.4714.42

Sockperf

Test: Latency Ping Pong

OpenBenchmarking.orgusec, Fewer Is BetterSockperf 3.4Test: Latency Ping Pong123246810SE +/- 0.065, N = 5SE +/- 0.049, N = 5SE +/- 0.074, N = 56.9276.7516.7901. (CXX) g++ options: --param -O3 -rdynamic -ldl -lpthread

Sockperf

Test: Throughput

OpenBenchmarking.orgMessages Per Second, More Is BetterSockperf 3.4Test: Throughput123120K240K360K480K600KSE +/- 6800.99, N = 5SE +/- 3595.18, N = 5SE +/- 3270.45, N = 55550555596635576651. (CXX) g++ options: --param -O3 -rdynamic -ldl -lpthread

Redis

Test: GET

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 6.0.9Test: GET123400K800K1200K1600K2000KSE +/- 35016.53, N = 3SE +/- 23617.43, N = 5SE +/- 22292.08, N = 32064794.831931045.201930168.381. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

GIMP

Test: resize

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.18Test: resize1233691215SE +/- 0.09, N = 3SE +/- 0.07, N = 3SE +/- 0.10, N = 312.8612.8712.83

oneDNN

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

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Matrix Multiply Batch Shapes Transformer - Data Type: f32 - Engine: CPU123246810SE +/- 0.02489, N = 3SE +/- 0.00711, N = 3SE +/- 0.00751, N = 37.357447.360617.31351MIN: 6.35MIN: 6.34MIN: 6.351. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

Basis Universal

Settings: UASTC Level 0

OpenBenchmarking.orgSeconds, Fewer Is BetterBasis Universal 1.12Settings: UASTC Level 01233691215SE +/- 0.02, N = 3SE +/- 0.09, N = 3SE +/- 0.00, N = 311.9012.0511.861. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread

Algebraic Multi-Grid Benchmark

OpenBenchmarking.orgFigure Of Merit, More Is BetterAlgebraic Multi-Grid Benchmark 1.212350M100M150M200M250MSE +/- 326563.65, N = 3SE +/- 543041.48, N = 3SE +/- 483314.65, N = 32134915332142322332140726331. (CC) gcc options: -lparcsr_ls -lparcsr_mv -lseq_mv -lIJ_mv -lkrylov -lHYPRE_utilities -lm -fopenmp -pthread -lmpi

Redis

Test: LPUSH

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 6.0.9Test: LPUSH123300K600K900K1200K1500KSE +/- 16215.78, N = 3SE +/- 2985.46, N = 3SE +/- 4396.42, N = 31216336.461213155.041223284.421. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

Redis

Test: LPOP

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 6.0.9Test: LPOP123500K1000K1500K2000K2500KSE +/- 16948.58, N = 3SE +/- 11741.76, N = 3SE +/- 8952.66, N = 32261210.921258380.501275489.171. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

Redis

Test: SADD

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 6.0.9Test: SADD123400K800K1200K1600K2000KSE +/- 11595.14, N = 3SE +/- 21162.12, N = 3SE +/- 4337.84, N = 31735687.331758200.501734495.831. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

ASTC Encoder

Preset: Fast

OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 2.0Preset: Fast1233691215SE +/- 0.07, N = 3SE +/- 0.04, N = 3SE +/- 0.06, N = 39.759.749.801. (CXX) g++ options: -std=c++14 -fvisibility=hidden -O3 -flto -mfpmath=sse -mavx2 -mpopcnt -lpthread

oneDNN

Harness: IP Shapes 3D - Data Type: u8s8f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: IP Shapes 3D - Data Type: u8s8f32 - Engine: CPU1231.31432.62863.94295.25726.5715SE +/- 0.02077, N = 3SE +/- 0.01362, N = 3SE +/- 0.01488, N = 35.814175.841295.79119MIN: 5.17MIN: 5.26MIN: 5.241. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

WebP Image Encode

Encode Settings: Quality 100, Highest Compression

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, Highest Compression123246810SE +/- 0.001, N = 3SE +/- 0.011, N = 3SE +/- 0.013, N = 38.8728.8718.8691. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff

yquake2

Renderer: Software CPU - Resolution: 1920 x 1080

OpenBenchmarking.orgFrames Per Second, More Is Betteryquake2 7.45Renderer: Software CPU - Resolution: 1920 x 108012320406080100SE +/- 0.38, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 392.993.393.31. (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

LAMMPS Molecular Dynamics Simulator

Model: Rhodopsin Protein

OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 29Oct2020Model: Rhodopsin Protein1230.58791.17581.76372.35162.9395SE +/- 0.015, N = 3SE +/- 0.030, N = 3SE +/- 0.031, N = 32.6032.5862.6131. (CXX) g++ options: -O3 -pthread -lm

oneDNN

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

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Convolution Batch Shapes Auto - Data Type: u8s8f32 - Engine: CPU123918273645SE +/- 0.18, N = 3SE +/- 0.23, N = 3SE +/- 0.51, N = 338.8438.9738.51MIN: 35.67MIN: 35.93MIN: 35.631. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

oneDNN

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

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Convolution Batch Shapes Auto - Data Type: f32 - Engine: CPU123612182430SE +/- 0.34, N = 3SE +/- 0.20, N = 3SE +/- 0.14, N = 323.0223.6823.67MIN: 19.03MIN: 20.06MIN: 20.011. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

OSBench

Test: Create Files

OpenBenchmarking.orgus Per Event, Fewer Is BetterOSBenchTest: Create Files123510152025SE +/- 0.24, N = 3SE +/- 0.21, N = 3SE +/- 0.12, N = 318.2518.3218.441. (CC) gcc options: -lm

LULESH

OpenBenchmarking.orgz/s, More Is BetterLULESH 2.0.312330060090012001500SE +/- 0.53, N = 3SE +/- 0.69, N = 3SE +/- 2.03, N = 31180.101208.391208.021. (CXX) g++ options: -O3 -fopenmp -lm -pthread -lmpi_cxx -lmpi

OSBench

Test: Memory Allocations

OpenBenchmarking.orgNs Per Event, Fewer Is BetterOSBenchTest: Memory Allocations12320406080100SE +/- 0.02, N = 3SE +/- 0.10, N = 3SE +/- 1.45, N = 381.7482.0085.631. (CC) gcc options: -lm

OSBench

Test: Launch Programs

OpenBenchmarking.orgus Per Event, Fewer Is BetterOSBenchTest: Launch Programs12320406080100SE +/- 0.27, N = 3SE +/- 0.05, N = 3SE +/- 0.09, N = 381.5281.9782.071. (CC) gcc options: -lm

OSBench

Test: Create Processes

OpenBenchmarking.orgus Per Event, Fewer Is BetterOSBenchTest: Create Processes123612182430SE +/- 0.10, N = 3SE +/- 0.03, N = 3SE +/- 0.21, N = 326.1926.4826.861. (CC) gcc options: -lm

OSBench

Test: Create Threads

OpenBenchmarking.orgus Per Event, Fewer Is BetterOSBenchTest: Create Threads12348121620SE +/- 0.03, N = 3SE +/- 0.09, N = 3SE +/- 0.14, N = 314.9214.8214.911. (CC) gcc options: -lm

Waifu2x-NCNN Vulkan

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

OpenBenchmarking.orgSeconds, Fewer Is BetterWaifu2x-NCNN Vulkan 20200818Scale: 2x - Denoise: 3 - TAA: No1230.92591.85182.77773.70364.6295SE +/- 0.023, N = 3SE +/- 0.005, N = 3SE +/- 0.005, N = 34.1154.1104.097

oneDNN

Harness: Deconvolution Batch shapes_3d - Data Type: u8s8f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Deconvolution Batch shapes_3d - Data Type: u8s8f32 - Engine: CPU123714212835SE +/- 0.09, N = 3SE +/- 0.14, N = 3SE +/- 0.29, N = 329.7129.8929.12MIN: 26.4MIN: 26.42MIN: 26.351. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

oneDNN

Harness: Deconvolution Batch shapes_3d - Data Type: f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Deconvolution Batch shapes_3d - Data Type: f32 - Engine: CPU123714212835SE +/- 0.15, N = 3SE +/- 0.28, N = 3SE +/- 0.14, N = 330.8131.4130.82MIN: 22.57MIN: 22.58MIN: 22.621. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

WebP Image Encode

Encode Settings: Quality 100

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 1001230.58521.17041.75562.34082.926SE +/- 0.009, N = 3SE +/- 0.007, N = 3SE +/- 0.004, N = 32.5952.6012.5901. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff

FFTE

N=256, 3D Complex FFT Routine

OpenBenchmarking.orgMFLOPS, More Is BetterFFTE 7.0N=256, 3D Complex FFT Routine1233K6K9K12K15KSE +/- 120.97, N = 3SE +/- 110.35, N = 3SE +/- 161.49, N = 315392.8115755.5915437.471. (F9X) gfortran options: -O3 -fomit-frame-pointer -fopenmp

WebP Image Encode

Encode Settings: Default

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Default1230.3740.7481.1221.4961.87SE +/- 0.002, N = 3SE +/- 0.003, N = 3SE +/- 0.009, N = 31.6481.6621.6571. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff

yquake2

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

OpenBenchmarking.orgFrames Per Second, More Is Betteryquake2 7.45Renderer: OpenGL 3.x - Resolution: 1920 x 10801232004006008001000SE +/- 4.11, N = 3SE +/- 3.33, N = 3SE +/- 4.89, N = 3814.1807.2807.91. (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

Darktable

Test: Server Rack - Acceleration: CPU-only

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 3.2.1Test: Server Rack - Acceleration: CPU-only1230.07740.15480.23220.30960.387SE +/- 0.001, N = 3SE +/- 0.001, N = 3SE +/- 0.004, N = 30.3390.3420.344

Phoronix Test Suite v10.8.5