Ryzen 3 2200G Oct

AMD Ryzen 3 2200G testing with a ASUS PRIME B350M-E (5220 BIOS) and ASUS AMD Radeon Vega / Mobile 2GB on Ubuntu 20.04 via the Phoronix Test Suite.

HTML result view exported from: https://openbenchmarking.org/result/2010029-FI-RYZEN322054&sro&grs.

Ryzen 3 2200G OctProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLVulkanCompilerFile-SystemScreen ResolutionLinux 5.4234AMD 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 20.045.4.0-45-generic (x86_64)GNOME Shell 3.36.4X Server 1.20.5modesetting 1.20.54.6 Mesa 20.0.4 (LLVM 9.0.1)1.2.128GCC 9.3.0ext41920x10805.4.0-48-generic (x86_64)OpenBenchmarking.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++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none,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: 0x8101016Python Details- Python 2.7.18rc1 + Python 3.8.2Security 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 Octlczero: BLASlczero: Eigenmpv: Big Buck Bunny Sunflower 4K - Software Onlywebp: Quality 100, Losslesskeydb: influxdb: 4 - 10000 - 2,5000,1 - 10000influxdb: 64 - 10000 - 2,5000,1 - 10000ncnn: CPU - googlenetrnnoise: ncnn: CPU - resnet18libraw: Post-Processing Benchmarkncnn: Vulkan GPU - mobilenetlammps: Rhodopsin Proteinncnn: CPU - squeezenetmafft: Multiple Sequence Alignment - LSU RNAncnn: CPU - shufflenet-v2ncnn: Vulkan GPU - blazefacencnn: CPU - blazefacencnn: CPU - efficientnet-b0compress-zstd: 3ncnn: CPU-v3-v3 - mobilenet-v3aom-av1: Speed 6 Two-Passwebp: Quality 100byte: Dhrystone 2ncnn: CPU - mnasnetcouchdb: 100 - 1000 - 24hint: FLOATncnn: CPU - resnet50ncnn: Vulkan GPU - yolov4-tinyaom-av1: Speed 6 Realtimencnn: CPU - alexnetmlpack: scikit_qdaffte: N=256, 3D Complex FFT Routineaom-av1: Speed 4 Two-Passncnn: Vulkan GPU - alexnetncnn: CPU-v2-v2 - mobilenet-v2system-decompress-gzip: ncnn: CPU - vgg16dolfyn: Computational Fluid Dynamicsvkfft: mnn: SqueezeNetV1.0aom-av1: Speed 8 Realtimenamd: ATPase Simulation - 327,506 Atomsmpv: Big Buck Bunny Sunflower 1080p - Software Onlydcraw: RAW To PPM Image Conversionwebp: Quality 100, Lossless, Highest Compressionbuild-gdb: Time To Compilemlpack: scikit_linearridgeregressionhmmer: Pfam Database Searchmlpack: scikit_svmmnn: inception-v3ncnn: CPU - yolov4-tinyncnn: CPU - mobilenetmnn: MobileNetV2_224espeak: Text-To-Speech Synthesismlpack: scikit_icacaffe: AlexNet - CPU - 100mnn: mobilenet-v1-1.0ncnn: Vulkan GPU - mnasnetncnn: Vulkan GPU - shufflenet-v2caffe: GoogleNet - CPU - 100tnn: CPU - MobileNet v2webp: Quality 100, Highest Compressionncnn: Vulkan GPU - vgg16ncnn: Vulkan GPU - googlenetncnn: Vulkan GPU-v2-v2 - mobilenet-v2ncnn: Vulkan GPU - squeezenetncnn: Vulkan GPU - efficientnet-b0ncnn: Vulkan GPU - resnet50tnn: CPU - SqueezeNet v1.1ncnn: Vulkan GPU-v3-v3 - mobilenet-v3ncnn: Vulkan GPU - resnet18mnn: resnet-v2-50webp: Defaultrealsr-ncnn: 4x - Nocompress-zstd: 19Linux 5.4234404438265.1323.348285622.34786957.3793409.431.0022.57128.6820.2342.630.75435.3314.5325.782.962.0314.812414.08.572.272.76536019319.39.22190.001303706152.2351262.3789.9710.1725.7585.7716224.0240665891.3940.749.873.391109.0820.923302712.24126.956.52438676.4650.91955.450221.1436.43128.58022.3473.86462.3543.936.50134.73260.96414059.57617.549.62107710291.5808.747347.2051.7916.1362.2932.1294.98288.81017.0141.3155.4441.820340.77814.7361385266.5824.105285190.1930.8722.35728.0320.4241.680.76335.1414.6085.742.922.0114.852430.18.582.262.79735676027.19.21189.309306973101.3803462.6690.6710.1925.5916361.8023041851.4040.819.943.389109.8220.839304112.20626.936.54038677.4750.94155.728220.045128.75173.66362.5243.916.49834.74261.05413719.55417.549.65108035291.6678.744346.4251.7416.1162.2532.0995.07288.42317.0341.2855.3941.820340.67614.7297338283.4823.837276848.47773293.4773292.530.7322.90028.0120.2541.940.77035.2314.3405.842.912.0414.642448.58.622.262.76335792059.29.15190.874304370948.4338062.9990.2210.1825.5985.0916254.1005351131.3940.679.893.387109.3120.978304712.28127.006.54258680.1050.67555.509220.5676.40128.15822.4273.79962.3343.996.52334.62861.18412579.58817.59.62108044291.4118.727347.0451.6816.1362.3632.1495.06288.50017.0141.3055.4351.819340.70814.7401426264.9723.727276710.21765195.3782956.131.5222.92728.1919.9541.860.76835.8514.5645.832.922.0414.692423.48.692.242.76936096294.09.12191.382306350360.8105862.8390.8510.125.8185.8216267.3327902571.3940.969.923.410109.5420.916304612.21826.856.56050677.3450.87355.547220.8586.42128.64722.4473.98762.6044.106.49534.75761.01412729.57217.489.62107984292.1198.742346.5451.7516.1462.3432.1395.12288.49017.0141.3255.4451.820340.66414.7OpenBenchmarking.org

LeelaChessZero

Backend: BLAS

OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.26Backend: BLAS234Linux 5.490180270360450SE +/- 3.92, N = 9SE +/- 4.90, N = 9SE +/- 4.91, N = 3SE +/- 6.74, N = 33612974014041. (CXX) g++ options: -flto -pthread

LeelaChessZero

Backend: Eigen

OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.26Backend: Eigen234Linux 5.490180270360450SE +/- 3.33, N = 3SE +/- 2.85, N = 3SE +/- 4.58, N = 3SE +/- 1.20, N = 33853384264381. (CXX) g++ options: -flto -pthread

MPV

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

OpenBenchmarking.orgFPS, More Is BetterMPVVideo Input: Big Buck Bunny Sunflower 4K - Decode: Software Only234Linux 5.460120180240300SE +/- 2.67, N = 8SE +/- 1.06, N = 3SE +/- 2.18, N = 3SE +/- 2.45, N = 3266.58283.48264.97265.13MIN: 179.09 / MAX: 387.07MIN: 190.36 / MAX: 387.21MIN: 181.77 / MAX: 363.73MIN: 176.52 / MAX: 363.751. mpv 0.32.0

WebP Image Encode

Encode Settings: Quality 100, Lossless

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, Lossless234Linux 5.4612182430SE +/- 0.05, N = 3SE +/- 0.34, N = 4SE +/- 0.30, N = 3SE +/- 0.36, N = 324.1123.8423.7323.351. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff

KeyDB

OpenBenchmarking.orgOps/sec, More Is BetterKeyDB 6.0.16234Linux 5.460K120K180K240K300KSE +/- 3502.27, N = 5SE +/- 3748.57, N = 3SE +/- 2716.69, N = 3SE +/- 4260.65, N = 3285190.19276848.47276710.21285622.341. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

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: 1000034Linux 5.4200K400K600K800K1000KSE +/- 7240.48, N = 12SE +/- 9544.04, N = 12SE +/- 9009.48, N = 12773293.4765195.3786957.3

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: 1000034Linux 5.4200K400K600K800K1000KSE +/- 7009.04, N = 3SE +/- 9916.96, N = 5SE +/- 11398.72, N = 4773292.5782956.1793409.4

NCNN

Target: CPU - Model: googlenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: googlenet234Linux 5.4714212835SE +/- 0.26, N = 3SE +/- 0.23, N = 3SE +/- 0.26, N = 3SE +/- 0.21, N = 330.8730.7331.5231.00MIN: 29.93 / MAX: 35.29MIN: 30.02 / MAX: 35.54MIN: 30.03 / MAX: 37.28MIN: 30.04 / MAX: 34.741. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

RNNoise

OpenBenchmarking.orgSeconds, Fewer Is BetterRNNoise 2020-06-28234Linux 5.4510152025SE +/- 0.04, N = 3SE +/- 0.34, N = 4SE +/- 0.13, N = 3SE +/- 0.24, N = 322.3622.9022.9322.571. (CC) gcc options: -O2 -pedantic -fvisibility=hidden

NCNN

Target: CPU - Model: resnet18

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: resnet18234Linux 5.4714212835SE +/- 0.14, N = 3SE +/- 0.14, N = 3SE +/- 0.17, N = 3SE +/- 0.65, N = 328.0328.0128.1928.68MIN: 27.39 / MAX: 43.04MIN: 27.44 / MAX: 31.26MIN: 27.47 / MAX: 31.73MIN: 27.48 / MAX: 421. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

LibRaw

Post-Processing Benchmark

OpenBenchmarking.orgMpix/sec, More Is BetterLibRaw 0.20Post-Processing Benchmark234Linux 5.4510152025SE +/- 0.17, N = 3SE +/- 0.22, N = 3SE +/- 0.11, N = 3SE +/- 0.13, N = 320.4220.2519.9520.231. (CXX) g++ options: -O2 -fopenmp -ljpeg -lz -lm

NCNN

Target: Vulkan GPU - Model: mobilenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: mobilenet234Linux 5.41020304050SE +/- 0.08, N = 3SE +/- 0.47, N = 3SE +/- 0.12, N = 3SE +/- 0.54, N = 341.6841.9441.8642.63MIN: 39.08 / MAX: 44.75MIN: 39.16 / MAX: 45.32MIN: 39.04 / MAX: 46.2MIN: 39.31 / MAX: 45.411. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

LAMMPS Molecular Dynamics Simulator

Model: Rhodopsin Protein

OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 24Aug2020Model: Rhodopsin Protein234Linux 5.40.17330.34660.51990.69320.8665SE +/- 0.005, N = 3SE +/- 0.002, N = 3SE +/- 0.005, N = 3SE +/- 0.002, N = 30.7630.7700.7680.7541. (CXX) g++ options: -O3 -lm

NCNN

Target: CPU - Model: squeezenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: squeezenet234Linux 5.4816243240SE +/- 0.25, N = 3SE +/- 0.17, N = 3SE +/- 0.36, N = 3SE +/- 0.25, N = 335.1435.2335.8535.33MIN: 32.24 / MAX: 47.09MIN: 32.61 / MAX: 38.51MIN: 32.64 / MAX: 43.33MIN: 33.03 / MAX: 37.531. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Timed MAFFT Alignment

Multiple Sequence Alignment - LSU RNA

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed MAFFT Alignment 7.471Multiple Sequence Alignment - LSU RNA234Linux 5.448121620SE +/- 0.17, N = 3SE +/- 0.04, N = 3SE +/- 0.12, N = 3SE +/- 0.08, N = 314.6114.3414.5614.531. (CC) gcc options: -std=c99 -O3 -lm -lpthread

NCNN

Target: CPU - Model: shufflenet-v2

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: shufflenet-v2234Linux 5.41.3142.6283.9425.2566.57SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 35.745.845.835.78MIN: 5.21 / MAX: 6.02MIN: 5.23 / MAX: 6.58MIN: 5.23 / MAX: 6.03MIN: 5.24 / MAX: 6.911. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: blazeface

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: blazeface234Linux 5.40.6661.3321.9982.6643.33SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 32.922.912.922.96MIN: 2.75 / MAX: 3.79MIN: 2.75 / MAX: 3.73MIN: 2.77 / MAX: 3.44MIN: 2.76 / MAX: 4.881. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: blazeface

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: blazeface234Linux 5.40.4590.9181.3771.8362.295SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 32.012.042.042.03MIN: 1.92 / MAX: 2.28MIN: 1.93 / MAX: 2.36MIN: 1.94 / MAX: 2.17MIN: 1.94 / MAX: 2.191. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: efficientnet-b0

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: efficientnet-b0234Linux 5.448121620SE +/- 0.08, N = 3SE +/- 0.19, N = 3SE +/- 0.09, N = 3SE +/- 0.02, N = 314.8514.6414.6914.81MIN: 13.7 / MAX: 18.32MIN: 13.68 / MAX: 16.13MIN: 13.68 / MAX: 16.11MIN: 13.71 / MAX: 17.031. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Zstd Compression

Compression Level: 3

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.5Compression Level: 3234Linux 5.45001000150020002500SE +/- 12.30, N = 3SE +/- 17.00, N = 3SE +/- 11.18, N = 3SE +/- 14.64, N = 32430.12448.52423.42414.01. (CC) gcc options: -O3 -pthread -lz -llzma

NCNN

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

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU-v3-v3 - Model: mobilenet-v3234Linux 5.4246810SE +/- 0.08, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.08, N = 38.588.628.698.57MIN: 7.85 / MAX: 10.59MIN: 7.86 / MAX: 10.22MIN: 7.86 / MAX: 11.35MIN: 7.88 / MAX: 13.531. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

AOM AV1

Encoder Mode: Speed 6 Two-Pass

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 2.0Encoder Mode: Speed 6 Two-Pass234Linux 5.40.51081.02161.53242.04322.554SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 32.262.262.242.271. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

WebP Image Encode

Encode Settings: Quality 100

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100234Linux 5.40.62931.25861.88792.51723.1465SE +/- 0.028, N = 3SE +/- 0.004, N = 3SE +/- 0.005, N = 3SE +/- 0.004, N = 32.7972.7632.7692.7651. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff

BYTE Unix Benchmark

Computational Test: Dhrystone 2

OpenBenchmarking.orgLPS, More Is BetterBYTE Unix Benchmark 3.6Computational Test: Dhrystone 2234Linux 5.48M16M24M32M40MSE +/- 146283.90, N = 3SE +/- 400142.57, N = 3SE +/- 48013.38, N = 3SE +/- 93709.00, N = 335676027.135792059.236096294.036019319.3

NCNN

Target: CPU - Model: mnasnet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: mnasnet234Linux 5.43691215SE +/- 0.07, N = 3SE +/- 0.06, N = 3SE +/- 0.04, N = 3SE +/- 0.05, N = 39.219.159.129.22MIN: 8.44 / MAX: 10.32MIN: 8.47 / MAX: 9.94MIN: 8.48 / MAX: 10.15MIN: 8.5 / MAX: 10.641. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Apache CouchDB

Bulk Size: 100 - Inserts: 1000 - Rounds: 24

OpenBenchmarking.orgSeconds, Fewer Is BetterApache CouchDB 3.1.1Bulk Size: 100 - Inserts: 1000 - Rounds: 24234Linux 5.44080120160200SE +/- 1.03, N = 3SE +/- 1.97, N = 3SE +/- 1.63, N = 3SE +/- 1.76, N = 3189.31190.87191.38190.001. (CXX) g++ options: -std=c++14 -lmozjs-68 -lm -lerl_interface -lei -fPIC -MMD

Hierarchical INTegration

Test: FLOAT

OpenBenchmarking.orgQUIPs, More Is BetterHierarchical INTegration 1.0Test: FLOAT234Linux 5.470M140M210M280M350MSE +/- 958466.23, N = 3SE +/- 1775532.36, N = 3SE +/- 178984.31, N = 3SE +/- 2152014.41, N = 3306973101.38304370948.43306350360.81303706152.241. (CC) gcc options: -O3 -march=native -lm

NCNN

Target: CPU - Model: resnet50

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: resnet50234Linux 5.41428425670SE +/- 0.66, N = 3SE +/- 0.76, N = 3SE +/- 0.35, N = 3SE +/- 0.09, N = 362.6662.9962.8362.37MIN: 60.51 / MAX: 70.33MIN: 60.88 / MAX: 82.83MIN: 61.27 / MAX: 70.91MIN: 61.31 / MAX: 69.221. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: yolov4-tiny

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: yolov4-tiny234Linux 5.420406080100SE +/- 0.21, N = 3SE +/- 0.21, N = 3SE +/- 0.13, N = 3SE +/- 0.38, N = 390.6790.2290.8589.97MIN: 87.25 / MAX: 95.6MIN: 87.2 / MAX: 95.93MIN: 87.36 / MAX: 95.33MIN: 86.37 / MAX: 95.251. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

AOM AV1

Encoder Mode: Speed 6 Realtime

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 2.0Encoder Mode: Speed 6 Realtime234Linux 5.43691215SE +/- 0.11, N = 3SE +/- 0.07, N = 3SE +/- 0.03, N = 3SE +/- 0.09, N = 310.1910.1810.1010.171. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

NCNN

Target: CPU - Model: alexnet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: alexnet234Linux 5.4612182430SE +/- 0.07, N = 3SE +/- 0.01, N = 3SE +/- 0.08, N = 3SE +/- 0.04, N = 325.5925.5925.8125.75MIN: 24.99 / MAX: 27.9MIN: 24.89 / MAX: 28.19MIN: 25.09 / MAX: 37.34MIN: 25.2 / MAX: 29.471. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Mlpack Benchmark

Benchmark: scikit_qda

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_qda34Linux 5.420406080100SE +/- 0.43, N = 3SE +/- 0.21, N = 3SE +/- 0.00, N = 285.0985.8285.77

FFTE

N=256, 3D Complex FFT Routine

OpenBenchmarking.orgMFLOPS, More Is BetterFFTE 7.0N=256, 3D Complex FFT Routine234Linux 5.44K8K12K16K20KSE +/- 250.01, N = 3SE +/- 130.68, N = 3SE +/- 100.42, N = 3SE +/- 38.82, N = 316361.8016254.1016267.3316224.021. (F9X) gfortran options: -O3 -fomit-frame-pointer -fopenmp

AOM AV1

Encoder Mode: Speed 4 Two-Pass

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 2.0Encoder Mode: Speed 4 Two-Pass234Linux 5.40.3150.630.9451.261.575SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 31.401.391.391.391. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

NCNN

Target: Vulkan GPU - Model: alexnet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: alexnet234Linux 5.4918273645SE +/- 0.29, N = 3SE +/- 0.16, N = 3SE +/- 0.21, N = 3SE +/- 0.26, N = 340.8140.6740.9640.74MIN: 34.08 / MAX: 53.99MIN: 34.17 / MAX: 53.49MIN: 34.27 / MAX: 53.46MIN: 34.04 / MAX: 53.431. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

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

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU-v2-v2 - Model: mobilenet-v2234Linux 5.43691215SE +/- 0.07, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.04, N = 39.949.899.929.87MIN: 8.91 / MAX: 20.36MIN: 8.97 / MAX: 11.97MIN: 8.98 / MAX: 20.55MIN: 8.95 / MAX: 12.731. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

System GZIP Decompression

OpenBenchmarking.orgSeconds, Fewer Is BetterSystem GZIP Decompression234Linux 5.40.76731.53462.30193.06923.8365SE +/- 0.023, N = 3SE +/- 0.037, N = 3SE +/- 0.050, N = 3SE +/- 0.021, N = 33.3893.3873.4103.391

NCNN

Target: CPU - Model: vgg16

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: vgg16234Linux 5.420406080100SE +/- 0.14, N = 3SE +/- 0.44, N = 3SE +/- 0.20, N = 3SE +/- 0.21, N = 3109.82109.31109.54109.08MIN: 107.59 / MAX: 122.1MIN: 106.9 / MAX: 125.2MIN: 107.29 / MAX: 117.33MIN: 107.27 / MAX: 122.261. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Dolfyn

Computational Fluid Dynamics

OpenBenchmarking.orgSeconds, Fewer Is BetterDolfyn 0.527Computational Fluid Dynamics234Linux 5.4510152025SE +/- 0.03, N = 3SE +/- 0.11, N = 3SE +/- 0.04, N = 3SE +/- 0.07, N = 320.8420.9820.9220.92

VkFFT

OpenBenchmarking.orgBenchmark Score, More Is BetterVkFFT 2020-09-29234Linux 5.47001400210028003500SE +/- 1.33, N = 3SE +/- 0.67, N = 3SE +/- 10.11, N = 33041304730463027

Mobile Neural Network

Model: SqueezeNetV1.0

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2020-09-17Model: SqueezeNetV1.0234Linux 5.43691215SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 312.2112.2812.2212.24MIN: 12.11 / MAX: 19.57MIN: 12.13 / MAX: 24.69MIN: 12.11 / MAX: 24.49MIN: 12.11 / MAX: 13.221. (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

AOM AV1

Encoder Mode: Speed 8 Realtime

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 2.0Encoder Mode: Speed 8 Realtime234Linux 5.4612182430SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 326.9327.0026.8526.951. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

NAMD

ATPase Simulation - 327,506 Atoms

OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD 2.14ATPase Simulation - 327,506 Atoms234Linux 5.4246810SE +/- 0.00521, N = 3SE +/- 0.00580, N = 3SE +/- 0.00193, N = 3SE +/- 0.00892, N = 36.540386.542586.560506.52438

MPV

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

OpenBenchmarking.orgFPS, More Is BetterMPVVideo Input: Big Buck Bunny Sunflower 1080p - Decode: Software Only234Linux 5.4150300450600750SE +/- 1.22, N = 3SE +/- 1.96, N = 3SE +/- 2.69, N = 3SE +/- 1.50, N = 3677.47680.10677.34676.46MIN: 461.28 / MAX: 923.34MIN: 461.69 / MAX: 922.69MIN: 479.6 / MAX: 923.36MIN: 499.55 / MAX: 923.321. mpv 0.32.0

dcraw

RAW To PPM Image Conversion

OpenBenchmarking.orgSeconds, Fewer Is BetterdcrawRAW To PPM Image Conversion234Linux 5.41122334455SE +/- 0.06, N = 3SE +/- 0.04, N = 3SE +/- 0.04, N = 3SE +/- 0.05, N = 350.9450.6850.8750.921. (CC) gcc options: -lm

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 Compression234Linux 5.41326395265SE +/- 0.17, N = 3SE +/- 0.16, N = 3SE +/- 0.12, N = 3SE +/- 0.05, N = 355.7355.5155.5555.451. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff

Timed GDB GNU Debugger Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed GDB GNU Debugger Compilation 9.1Time To Compile234Linux 5.450100150200250SE +/- 0.17, N = 3SE +/- 0.27, N = 3SE +/- 0.28, N = 3SE +/- 0.38, N = 3220.05220.57220.86221.14

Mlpack Benchmark

Benchmark: scikit_linearridgeregression

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_linearridgeregression34Linux 5.4246810SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 36.406.426.43

Timed HMMer Search

Pfam Database Search

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed HMMer Search 3.3.1Pfam Database Search234Linux 5.4306090120150SE +/- 0.54, N = 3SE +/- 0.31, N = 3SE +/- 0.13, N = 3SE +/- 0.24, N = 3128.75128.16128.65128.581. (CC) gcc options: -O3 -pthread -lhmmer -leasel -lm

Mlpack Benchmark

Benchmark: scikit_svm

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_svm34Linux 5.4510152025SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 322.4222.4422.34

Mobile Neural Network

Model: inception-v3

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2020-09-17Model: inception-v3234Linux 5.41632486480SE +/- 0.35, N = 3SE +/- 0.08, N = 3SE +/- 0.18, N = 3SE +/- 0.29, N = 373.6673.8073.9973.86MIN: 72.87 / MAX: 97.35MIN: 73.14 / MAX: 88.1MIN: 73.27 / MAX: 86.03MIN: 73.07 / MAX: 85.951. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

NCNN

Target: CPU - Model: yolov4-tiny

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: yolov4-tiny234Linux 5.41428425670SE +/- 0.09, N = 3SE +/- 0.06, N = 3SE +/- 0.04, N = 3SE +/- 0.16, N = 362.5262.3362.6062.35MIN: 57.05 / MAX: 66.12MIN: 58.97 / MAX: 73.33MIN: 57.9 / MAX: 88.49MIN: 59.09 / MAX: 66.921. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: mobilenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: mobilenet234Linux 5.41020304050SE +/- 0.11, N = 3SE +/- 0.03, N = 3SE +/- 0.08, N = 3SE +/- 0.15, N = 343.9143.9944.1043.93MIN: 42 / MAX: 46.77MIN: 42.14 / MAX: 45.69MIN: 42.13 / MAX: 55.35MIN: 41.99 / MAX: 47.21. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Mobile Neural Network

Model: MobileNetV2_224

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2020-09-17Model: MobileNetV2_224234Linux 5.4246810SE +/- 0.004, N = 3SE +/- 0.004, N = 3SE +/- 0.003, N = 3SE +/- 0.009, N = 36.4986.5236.4956.501MIN: 6.44 / MAX: 8.03MIN: 6.46 / MAX: 9.12MIN: 6.45 / MAX: 9.26MIN: 6.45 / MAX: 7.341. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

eSpeak-NG Speech Engine

Text-To-Speech Synthesis

OpenBenchmarking.orgSeconds, Fewer Is BettereSpeak-NG Speech Engine 20200907Text-To-Speech Synthesis234Linux 5.4816243240SE +/- 0.09, N = 4SE +/- 0.03, N = 4SE +/- 0.04, N = 4SE +/- 0.11, N = 434.7434.6334.7634.731. (CC) gcc options: -O2 -std=c99

Mlpack Benchmark

Benchmark: scikit_ica

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_ica234Linux 5.41428425670SE +/- 0.64, N = 3SE +/- 0.39, N = 3SE +/- 0.72, N = 3SE +/- 0.51, N = 361.0561.1861.0160.96

Caffe

Model: AlexNet - Acceleration: CPU - Iterations: 100

OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2020-02-13Model: AlexNet - Acceleration: CPU - Iterations: 100234Linux 5.49K18K27K36K45KSE +/- 32.54, N = 3SE +/- 110.34, N = 3SE +/- 189.67, N = 3SE +/- 127.82, N = 3413714125741272414051. (CXX) g++ options: -fPIC -O3 -rdynamic -lglog -lgflags -lprotobuf -lpthread -lsz -lz -ldl -lm -llmdb -lopenblas

Mobile Neural Network

Model: mobilenet-v1-1.0

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2020-09-17Model: mobilenet-v1-1.0234Linux 5.43691215SE +/- 0.013, N = 3SE +/- 0.011, N = 3SE +/- 0.017, N = 3SE +/- 0.026, N = 39.5549.5889.5729.576MIN: 9.42 / MAX: 11.28MIN: 9.49 / MAX: 16.2MIN: 9.44 / MAX: 11.42MIN: 9.45 / MAX: 21.341. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

NCNN

Target: Vulkan GPU - Model: mnasnet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: mnasnet234Linux 5.448121620SE +/- 0.04, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 317.5417.5017.4817.54MIN: 17 / MAX: 18.31MIN: 17.07 / MAX: 18.23MIN: 17.06 / MAX: 18.32MIN: 17.1 / MAX: 18.531. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: shufflenet-v2

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: shufflenet-v2234Linux 5.43691215SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 39.659.629.629.62MIN: 9.25 / MAX: 10.28MIN: 9.23 / MAX: 10.36MIN: 9.19 / MAX: 10.38MIN: 9.16 / MAX: 10.331. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Caffe

Model: GoogleNet - Acceleration: CPU - Iterations: 100

OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2020-02-13Model: GoogleNet - Acceleration: CPU - Iterations: 100234Linux 5.420K40K60K80K100KSE +/- 67.16, N = 3SE +/- 343.88, N = 3SE +/- 260.33, N = 3SE +/- 279.29, N = 31080351080441079841077101. (CXX) g++ options: -fPIC -O3 -rdynamic -lglog -lgflags -lprotobuf -lpthread -lsz -lz -ldl -lm -llmdb -lopenblas

TNN

Target: CPU - Model: MobileNet v2

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: MobileNet v2234Linux 5.460120180240300SE +/- 0.29, N = 3SE +/- 0.12, N = 3SE +/- 0.19, N = 3SE +/- 0.20, N = 3291.67291.41292.12291.58MIN: 290.34 / MAX: 300.21MIN: 290.58 / MAX: 299.43MIN: 291.06 / MAX: 300.06MIN: 290.45 / MAX: 299.851. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl

WebP Image Encode

Encode Settings: Quality 100, Highest Compression

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, Highest Compression234Linux 5.4246810SE +/- 0.010, N = 3SE +/- 0.002, N = 3SE +/- 0.009, N = 3SE +/- 0.001, N = 38.7448.7278.7428.7471. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff

NCNN

Target: Vulkan GPU - Model: vgg16

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: vgg16234Linux 5.480160240320400SE +/- 0.40, N = 3SE +/- 0.05, N = 3SE +/- 0.12, N = 3SE +/- 0.38, N = 3346.42347.04346.54347.20MIN: 328.45 / MAX: 377.97MIN: 328.15 / MAX: 377.61MIN: 329.3 / MAX: 378.3MIN: 327.56 / MAX: 378.351. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: googlenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: googlenet234Linux 5.41224364860SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 351.7451.6851.7551.79MIN: 50.82 / MAX: 52.73MIN: 50.8 / MAX: 52.72MIN: 50.77 / MAX: 52.84MIN: 50.88 / MAX: 52.881. (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-v2234Linux 5.448121620SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 316.1116.1316.1416.13MIN: 15.7 / MAX: 17.14MIN: 15.67 / MAX: 16.78MIN: 15.65 / MAX: 16.98MIN: 15.69 / MAX: 16.751. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: squeezenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: squeezenet234Linux 5.41428425670SE +/- 0.11, N = 3SE +/- 0.36, N = 3SE +/- 0.09, N = 3SE +/- 0.23, N = 362.2562.3662.3462.29MIN: 59.82 / MAX: 65.31MIN: 58.92 / MAX: 65.07MIN: 59.37 / MAX: 65.14MIN: 59.72 / MAX: 64.71. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: efficientnet-b0

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: efficientnet-b0234Linux 5.4714212835SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 332.0932.1432.1332.12MIN: 31.58 / MAX: 33.23MIN: 31.56 / MAX: 32.98MIN: 31.62 / MAX: 32.91MIN: 31.5 / MAX: 32.931. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: resnet50

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: resnet50234Linux 5.420406080100SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 395.0795.0695.1294.98MIN: 92.99 / MAX: 97.7MIN: 93.47 / MAX: 97.41MIN: 93.25 / MAX: 96.86MIN: 93.08 / MAX: 96.951. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

TNN

Target: CPU - Model: SqueezeNet v1.1

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: SqueezeNet v1.1234Linux 5.460120180240300SE +/- 0.11, N = 3SE +/- 0.03, N = 3SE +/- 0.07, N = 3SE +/- 0.23, N = 3288.42288.50288.49288.81MIN: 287.9 / MAX: 288.99MIN: 288.13 / MAX: 288.88MIN: 287.92 / MAX: 289.43MIN: 288.01 / MAX: 289.571. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl

NCNN

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

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3234Linux 5.448121620SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 317.0317.0117.0117.01MIN: 16.59 / MAX: 17.85MIN: 16.6 / MAX: 17.77MIN: 16.63 / MAX: 17.83MIN: 16.56 / MAX: 17.621. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: resnet18

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: resnet18234Linux 5.4918273645SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.07, N = 3SE +/- 0.02, N = 341.2841.3041.3241.31MIN: 40.22 / MAX: 43.6MIN: 40.15 / MAX: 43.27MIN: 40.2 / MAX: 43.57MIN: 40.11 / MAX: 43.661. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Mobile Neural Network

Model: resnet-v2-50

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2020-09-17Model: resnet-v2-50234Linux 5.41224364860SE +/- 0.05, N = 3SE +/- 0.07, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 355.3955.4455.4555.44MIN: 55.01 / MAX: 106.24MIN: 55.1 / MAX: 67.76MIN: 55.14 / MAX: 67.54MIN: 55.1 / MAX: 67.331. (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

WebP Image Encode

Encode Settings: Default

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Default234Linux 5.40.40950.8191.22851.6382.0475SE +/- 0.000, N = 3SE +/- 0.001, N = 3SE +/- 0.002, N = 3SE +/- 0.002, N = 31.8201.8191.8201.8201. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff

RealSR-NCNN

Scale: 4x - TAA: No

OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: No234Linux 5.470140210280350SE +/- 0.02, N = 3SE +/- 0.06, N = 3SE +/- 0.02, N = 3SE +/- 0.10, N = 3340.68340.71340.66340.78

Zstd Compression

Compression Level: 19

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.5Compression Level: 19234Linux 5.448121620SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 314.714.714.714.71. (CC) gcc options: -O3 -pthread -lz -llzma

Phoronix Test Suite v10.8.4