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.

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 Octrealsr-ncnn: 4x - Novkfft: lczero: BLASlczero: Eigennamd: ATPase Simulation - 327,506 Atomsdolfyn: Computational Fluid Dynamicsffte: N=256, 3D Complex FFT Routinehmmer: Pfam Database Searchmafft: Multiple Sequence Alignment - LSU RNAlammps: Rhodopsin Proteinwebp: Defaultwebp: Quality 100webp: Quality 100, Losslesswebp: Quality 100, Highest Compressionwebp: Quality 100, Lossless, Highest Compressionbyte: Dhrystone 2compress-zstd: 3compress-zstd: 19libraw: Post-Processing Benchmarkaom-av1: Speed 4 Two-Passaom-av1: Speed 6 Realtimeaom-av1: Speed 6 Two-Passaom-av1: Speed 8 Realtimebuild-gdb: Time To Compiledcraw: RAW To PPM Image Conversionespeak: Text-To-Speech Synthesisrnnoise: system-decompress-gzip: mpv: Big Buck Bunny Sunflower 4K - Software Onlympv: Big Buck Bunny Sunflower 1080p - Software Onlycouchdb: 100 - 1000 - 24keydb: caffe: AlexNet - CPU - 100caffe: GoogleNet - CPU - 100mnn: SqueezeNetV1.0mnn: resnet-v2-50mnn: MobileNetV2_224mnn: mobilenet-v1-1.0mnn: inception-v3ncnn: CPU - squeezenetncnn: CPU - mobilenetncnn: CPU-v2-v2 - mobilenet-v2ncnn: CPU-v3-v3 - mobilenet-v3ncnn: CPU - shufflenet-v2ncnn: CPU - mnasnetncnn: CPU - efficientnet-b0ncnn: CPU - blazefacencnn: CPU - googlenetncnn: CPU - vgg16ncnn: CPU - resnet18ncnn: CPU - alexnetncnn: CPU - resnet50ncnn: CPU - yolov4-tinyncnn: Vulkan GPU - squeezenetncnn: Vulkan GPU - mobilenetncnn: Vulkan GPU-v2-v2 - mobilenet-v2ncnn: Vulkan GPU-v3-v3 - mobilenet-v3ncnn: Vulkan GPU - shufflenet-v2ncnn: Vulkan GPU - mnasnetncnn: Vulkan GPU - efficientnet-b0ncnn: Vulkan GPU - blazefacencnn: Vulkan GPU - googlenetncnn: Vulkan GPU - vgg16ncnn: Vulkan GPU - resnet18ncnn: Vulkan GPU - alexnetncnn: Vulkan GPU - resnet50ncnn: Vulkan GPU - yolov4-tinytnn: CPU - MobileNet v2tnn: CPU - SqueezeNet v1.1hint: FLOATmlpack: scikit_icamlpack: scikit_qdamlpack: scikit_svmmlpack: scikit_linearridgeregressioninfluxdb: 4 - 10000 - 2,5000,1 - 10000influxdb: 64 - 10000 - 2,5000,1 - 10000Linux 5.4234340.77830274044386.5243820.92316224.024066589128.58014.5320.7541.8202.76523.3488.74755.45036019319.32414.014.720.231.3910.172.2726.95221.14350.91934.73222.5713.391265.13676.46190.001285622.344140510771012.24155.4446.5019.57673.86435.3343.939.878.575.789.2214.812.0331.00109.0828.6825.7562.3762.3562.2942.6316.1317.019.6217.5432.122.9651.79347.2041.3140.7494.9889.97291.580288.810303706152.2351260.9685.7722.346.43786957.3793409.4340.67630413613856.5403820.83916361.802304185128.75114.6080.7631.8202.79724.1058.74455.72835676027.12430.114.720.421.4010.192.2626.93220.04550.94134.74222.3573.389266.58677.47189.309285190.194137110803512.20655.3946.4989.55473.66335.1443.919.948.585.749.2114.852.0130.87109.8228.0325.5962.6662.5262.2541.6816.1117.039.6517.5432.092.9251.74346.4241.2840.8195.0790.67291.667288.423306973101.3803461.05340.70830472973386.5425820.97816254.100535113128.15814.3400.7701.8192.76323.8378.72755.50935792059.22448.514.720.251.3910.182.2627.00220.56750.67534.62822.9003.387283.48680.10190.874276848.474125710804412.28155.4356.5239.58873.79935.2343.999.898.625.849.1514.642.0430.73109.3128.0125.5962.9962.3362.3641.9416.1317.019.6217.532.142.9151.68347.0441.3040.6795.0690.22291.411288.500304370948.4338061.1885.0922.426.40773293.4773292.5340.66430464014266.5605020.91616267.332790257128.64714.5640.7681.8202.76923.7278.74255.54736096294.02423.414.719.951.3910.12.2426.85220.85850.87334.75722.9273.410264.97677.34191.382276710.214127210798412.21855.4456.4959.57273.98735.8544.109.928.695.839.1214.692.0431.52109.5428.1925.8162.8362.6062.3441.8616.1417.019.6217.4832.132.9251.75346.5441.3240.9695.1290.85292.119288.490306350360.8105861.0185.8222.446.42765195.3782956.1OpenBenchmarking.org

RealSR-NCNN

Scale: 4x - TAA: No

OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: NoLinux 5.423470140210280350SE +/- 0.10, N = 3SE +/- 0.02, N = 3SE +/- 0.06, N = 3SE +/- 0.02, N = 3340.78340.68340.71340.66

VkFFT

OpenBenchmarking.orgBenchmark Score, More Is BetterVkFFT 2020-09-29Linux 5.42347001400210028003500SE +/- 10.11, N = 3SE +/- 1.33, N = 3SE +/- 0.67, N = 33027304130473046

LeelaChessZero

Backend: BLAS

OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.26Backend: BLASLinux 5.423490180270360450SE +/- 6.74, N = 3SE +/- 3.92, N = 9SE +/- 4.90, N = 9SE +/- 4.91, N = 34043612974011. (CXX) g++ options: -flto -pthread

LeelaChessZero

Backend: Eigen

OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.26Backend: EigenLinux 5.423490180270360450SE +/- 1.20, N = 3SE +/- 3.33, N = 3SE +/- 2.85, N = 3SE +/- 4.58, N = 34383853384261. (CXX) g++ options: -flto -pthread

NAMD

ATPase Simulation - 327,506 Atoms

OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD 2.14ATPase Simulation - 327,506 AtomsLinux 5.4234246810SE +/- 0.00892, N = 3SE +/- 0.00521, N = 3SE +/- 0.00580, N = 3SE +/- 0.00193, N = 36.524386.540386.542586.56050

Dolfyn

Computational Fluid Dynamics

OpenBenchmarking.orgSeconds, Fewer Is BetterDolfyn 0.527Computational Fluid DynamicsLinux 5.4234510152025SE +/- 0.07, N = 3SE +/- 0.03, N = 3SE +/- 0.11, N = 3SE +/- 0.04, N = 320.9220.8420.9820.92

FFTE

N=256, 3D Complex FFT Routine

OpenBenchmarking.orgMFLOPS, More Is BetterFFTE 7.0N=256, 3D Complex FFT RoutineLinux 5.42344K8K12K16K20KSE +/- 38.82, N = 3SE +/- 250.01, N = 3SE +/- 130.68, N = 3SE +/- 100.42, N = 316224.0216361.8016254.1016267.331. (F9X) gfortran options: -O3 -fomit-frame-pointer -fopenmp

Timed HMMer Search

Pfam Database Search

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed HMMer Search 3.3.1Pfam Database SearchLinux 5.4234306090120150SE +/- 0.24, N = 3SE +/- 0.54, N = 3SE +/- 0.31, N = 3SE +/- 0.13, N = 3128.58128.75128.16128.651. (CC) gcc options: -O3 -pthread -lhmmer -leasel -lm

Timed MAFFT Alignment

Multiple Sequence Alignment - LSU RNA

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed MAFFT Alignment 7.471Multiple Sequence Alignment - LSU RNALinux 5.423448121620SE +/- 0.08, N = 3SE +/- 0.17, N = 3SE +/- 0.04, N = 3SE +/- 0.12, N = 314.5314.6114.3414.561. (CC) gcc options: -std=c99 -O3 -lm -lpthread

LAMMPS Molecular Dynamics Simulator

Model: Rhodopsin Protein

OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 24Aug2020Model: Rhodopsin ProteinLinux 5.42340.17330.34660.51990.69320.8665SE +/- 0.002, N = 3SE +/- 0.005, N = 3SE +/- 0.002, N = 3SE +/- 0.005, N = 30.7540.7630.7700.7681. (CXX) g++ options: -O3 -lm

WebP Image Encode

Encode Settings: Default

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: DefaultLinux 5.42340.40950.8191.22851.6382.0475SE +/- 0.002, N = 3SE +/- 0.000, N = 3SE +/- 0.001, N = 3SE +/- 0.002, N = 31.8201.8201.8191.8201. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff

WebP Image Encode

Encode Settings: Quality 100

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100Linux 5.42340.62931.25861.88792.51723.1465SE +/- 0.004, N = 3SE +/- 0.028, N = 3SE +/- 0.004, N = 3SE +/- 0.005, N = 32.7652.7972.7632.7691. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff

WebP Image Encode

Encode Settings: Quality 100, Lossless

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, LosslessLinux 5.4234612182430SE +/- 0.36, N = 3SE +/- 0.05, N = 3SE +/- 0.34, N = 4SE +/- 0.30, N = 323.3524.1123.8423.731. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff

WebP Image Encode

Encode Settings: Quality 100, Highest Compression

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, Highest CompressionLinux 5.4234246810SE +/- 0.001, N = 3SE +/- 0.010, N = 3SE +/- 0.002, N = 3SE +/- 0.009, N = 38.7478.7448.7278.7421. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff

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 CompressionLinux 5.42341326395265SE +/- 0.05, N = 3SE +/- 0.17, N = 3SE +/- 0.16, N = 3SE +/- 0.12, N = 355.4555.7355.5155.551. (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 2Linux 5.42348M16M24M32M40MSE +/- 93709.00, N = 3SE +/- 146283.90, N = 3SE +/- 400142.57, N = 3SE +/- 48013.38, N = 336019319.335676027.135792059.236096294.0

Zstd Compression

Compression Level: 3

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.5Compression Level: 3Linux 5.42345001000150020002500SE +/- 14.64, N = 3SE +/- 12.30, N = 3SE +/- 17.00, N = 3SE +/- 11.18, N = 32414.02430.12448.52423.41. (CC) gcc options: -O3 -pthread -lz -llzma

Zstd Compression

Compression Level: 19

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.5Compression Level: 19Linux 5.423448121620SE +/- 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

LibRaw

Post-Processing Benchmark

OpenBenchmarking.orgMpix/sec, More Is BetterLibRaw 0.20Post-Processing BenchmarkLinux 5.4234510152025SE +/- 0.13, N = 3SE +/- 0.17, N = 3SE +/- 0.22, N = 3SE +/- 0.11, N = 320.2320.4220.2519.951. (CXX) g++ options: -O2 -fopenmp -ljpeg -lz -lm

AOM AV1

Encoder Mode: Speed 4 Two-Pass

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 2.0Encoder Mode: Speed 4 Two-PassLinux 5.42340.3150.630.9451.261.575SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 31.391.401.391.391. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

AOM AV1

Encoder Mode: Speed 6 Realtime

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 2.0Encoder Mode: Speed 6 RealtimeLinux 5.42343691215SE +/- 0.09, N = 3SE +/- 0.11, N = 3SE +/- 0.07, N = 3SE +/- 0.03, N = 310.1710.1910.1810.101. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

AOM AV1

Encoder Mode: Speed 6 Two-Pass

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 2.0Encoder Mode: Speed 6 Two-PassLinux 5.42340.51081.02161.53242.04322.554SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 32.272.262.262.241. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

AOM AV1

Encoder Mode: Speed 8 Realtime

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 2.0Encoder Mode: Speed 8 RealtimeLinux 5.4234612182430SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 0.05, N = 326.9526.9327.0026.851. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

Timed GDB GNU Debugger Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed GDB GNU Debugger Compilation 9.1Time To CompileLinux 5.423450100150200250SE +/- 0.38, N = 3SE +/- 0.17, N = 3SE +/- 0.27, N = 3SE +/- 0.28, N = 3221.14220.05220.57220.86

dcraw

RAW To PPM Image Conversion

OpenBenchmarking.orgSeconds, Fewer Is BetterdcrawRAW To PPM Image ConversionLinux 5.42341122334455SE +/- 0.05, N = 3SE +/- 0.06, N = 3SE +/- 0.04, N = 3SE +/- 0.04, N = 350.9250.9450.6850.871. (CC) gcc options: -lm

eSpeak-NG Speech Engine

Text-To-Speech Synthesis

OpenBenchmarking.orgSeconds, Fewer Is BettereSpeak-NG Speech Engine 20200907Text-To-Speech SynthesisLinux 5.4234816243240SE +/- 0.11, N = 4SE +/- 0.09, N = 4SE +/- 0.03, N = 4SE +/- 0.04, N = 434.7334.7434.6334.761. (CC) gcc options: -O2 -std=c99

RNNoise

OpenBenchmarking.orgSeconds, Fewer Is BetterRNNoise 2020-06-28Linux 5.4234510152025SE +/- 0.24, N = 3SE +/- 0.04, N = 3SE +/- 0.34, N = 4SE +/- 0.13, N = 322.5722.3622.9022.931. (CC) gcc options: -O2 -pedantic -fvisibility=hidden

System GZIP Decompression

OpenBenchmarking.orgSeconds, Fewer Is BetterSystem GZIP DecompressionLinux 5.42340.76731.53462.30193.06923.8365SE +/- 0.021, N = 3SE +/- 0.023, N = 3SE +/- 0.037, N = 3SE +/- 0.050, N = 33.3913.3893.3873.410

MPV

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

OpenBenchmarking.orgFPS, More Is BetterMPVVideo Input: Big Buck Bunny Sunflower 4K - Decode: Software OnlyLinux 5.423460120180240300SE +/- 2.45, N = 3SE +/- 2.67, N = 8SE +/- 1.06, N = 3SE +/- 2.18, N = 3265.13266.58283.48264.97MIN: 176.52 / MAX: 363.75MIN: 179.09 / MAX: 387.07MIN: 190.36 / MAX: 387.21MIN: 181.77 / MAX: 363.731. mpv 0.32.0

MPV

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

OpenBenchmarking.orgFPS, More Is BetterMPVVideo Input: Big Buck Bunny Sunflower 1080p - Decode: Software OnlyLinux 5.4234150300450600750SE +/- 1.50, N = 3SE +/- 1.22, N = 3SE +/- 1.96, N = 3SE +/- 2.69, N = 3676.46677.47680.10677.34MIN: 499.55 / MAX: 923.32MIN: 461.28 / MAX: 923.34MIN: 461.69 / MAX: 922.69MIN: 479.6 / MAX: 923.361. mpv 0.32.0

Apache CouchDB

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

OpenBenchmarking.orgSeconds, Fewer Is BetterApache CouchDB 3.1.1Bulk Size: 100 - Inserts: 1000 - Rounds: 24Linux 5.42344080120160200SE +/- 1.76, N = 3SE +/- 1.03, N = 3SE +/- 1.97, N = 3SE +/- 1.63, N = 3190.00189.31190.87191.381. (CXX) g++ options: -std=c++14 -lmozjs-68 -lm -lerl_interface -lei -fPIC -MMD

KeyDB

OpenBenchmarking.orgOps/sec, More Is BetterKeyDB 6.0.16Linux 5.423460K120K180K240K300KSE +/- 4260.65, N = 3SE +/- 3502.27, N = 5SE +/- 3748.57, N = 3SE +/- 2716.69, N = 3285622.34285190.19276848.47276710.211. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

Caffe

Model: AlexNet - Acceleration: CPU - Iterations: 100

OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2020-02-13Model: AlexNet - Acceleration: CPU - Iterations: 100Linux 5.42349K18K27K36K45KSE +/- 127.82, N = 3SE +/- 32.54, N = 3SE +/- 110.34, N = 3SE +/- 189.67, N = 3414054137141257412721. (CXX) g++ options: -fPIC -O3 -rdynamic -lglog -lgflags -lprotobuf -lpthread -lsz -lz -ldl -lm -llmdb -lopenblas

Caffe

Model: GoogleNet - Acceleration: CPU - Iterations: 100

OpenBenchmarking.orgMilli-Seconds, Fewer Is BetterCaffe 2020-02-13Model: GoogleNet - Acceleration: CPU - Iterations: 100Linux 5.423420K40K60K80K100KSE +/- 279.29, N = 3SE +/- 67.16, N = 3SE +/- 343.88, N = 3SE +/- 260.33, N = 31077101080351080441079841. (CXX) g++ options: -fPIC -O3 -rdynamic -lglog -lgflags -lprotobuf -lpthread -lsz -lz -ldl -lm -llmdb -lopenblas

Mobile Neural Network

Model: SqueezeNetV1.0

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2020-09-17Model: SqueezeNetV1.0Linux 5.42343691215SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 312.2412.2112.2812.22MIN: 12.11 / MAX: 13.22MIN: 12.11 / MAX: 19.57MIN: 12.13 / MAX: 24.69MIN: 12.11 / MAX: 24.491. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

Mobile Neural Network

Model: resnet-v2-50

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2020-09-17Model: resnet-v2-50Linux 5.42341224364860SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.07, N = 3SE +/- 0.03, N = 355.4455.3955.4455.45MIN: 55.1 / MAX: 67.33MIN: 55.01 / MAX: 106.24MIN: 55.1 / MAX: 67.76MIN: 55.14 / MAX: 67.541. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

Mobile Neural Network

Model: MobileNetV2_224

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2020-09-17Model: MobileNetV2_224Linux 5.4234246810SE +/- 0.009, N = 3SE +/- 0.004, N = 3SE +/- 0.004, N = 3SE +/- 0.003, N = 36.5016.4986.5236.495MIN: 6.45 / MAX: 7.34MIN: 6.44 / MAX: 8.03MIN: 6.46 / MAX: 9.12MIN: 6.45 / MAX: 9.261. (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 2020-09-17Model: mobilenet-v1-1.0Linux 5.42343691215SE +/- 0.026, N = 3SE +/- 0.013, N = 3SE +/- 0.011, N = 3SE +/- 0.017, N = 39.5769.5549.5889.572MIN: 9.45 / MAX: 21.34MIN: 9.42 / MAX: 11.28MIN: 9.49 / MAX: 16.2MIN: 9.44 / MAX: 11.421. (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

Mobile Neural Network

Model: inception-v3

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2020-09-17Model: inception-v3Linux 5.42341632486480SE +/- 0.29, N = 3SE +/- 0.35, N = 3SE +/- 0.08, N = 3SE +/- 0.18, N = 373.8673.6673.8073.99MIN: 73.07 / MAX: 85.95MIN: 72.87 / MAX: 97.35MIN: 73.14 / MAX: 88.1MIN: 73.27 / MAX: 86.031. (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: squeezenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: squeezenetLinux 5.4234816243240SE +/- 0.25, N = 3SE +/- 0.25, N = 3SE +/- 0.17, N = 3SE +/- 0.36, N = 335.3335.1435.2335.85MIN: 33.03 / MAX: 37.53MIN: 32.24 / MAX: 47.09MIN: 32.61 / MAX: 38.51MIN: 32.64 / MAX: 43.331. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: mobilenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: mobilenetLinux 5.42341020304050SE +/- 0.15, N = 3SE +/- 0.11, N = 3SE +/- 0.03, N = 3SE +/- 0.08, N = 343.9343.9143.9944.10MIN: 41.99 / MAX: 47.2MIN: 42 / MAX: 46.77MIN: 42.14 / MAX: 45.69MIN: 42.13 / MAX: 55.351. (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-v2Linux 5.42343691215SE +/- 0.04, N = 3SE +/- 0.07, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 39.879.949.899.92MIN: 8.95 / MAX: 12.73MIN: 8.91 / MAX: 20.36MIN: 8.97 / MAX: 11.97MIN: 8.98 / MAX: 20.551. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

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

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU-v3-v3 - Model: mobilenet-v3Linux 5.4234246810SE +/- 0.08, N = 3SE +/- 0.08, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 38.578.588.628.69MIN: 7.88 / MAX: 13.53MIN: 7.85 / MAX: 10.59MIN: 7.86 / MAX: 10.22MIN: 7.86 / MAX: 11.351. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: shufflenet-v2

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: shufflenet-v2Linux 5.42341.3142.6283.9425.2566.57SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 35.785.745.845.83MIN: 5.24 / MAX: 6.91MIN: 5.21 / MAX: 6.02MIN: 5.23 / MAX: 6.58MIN: 5.23 / MAX: 6.031. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: mnasnet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: mnasnetLinux 5.42343691215SE +/- 0.05, N = 3SE +/- 0.07, N = 3SE +/- 0.06, N = 3SE +/- 0.04, N = 39.229.219.159.12MIN: 8.5 / MAX: 10.64MIN: 8.44 / MAX: 10.32MIN: 8.47 / MAX: 9.94MIN: 8.48 / MAX: 10.151. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: efficientnet-b0

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: efficientnet-b0Linux 5.423448121620SE +/- 0.02, N = 3SE +/- 0.08, N = 3SE +/- 0.19, N = 3SE +/- 0.09, N = 314.8114.8514.6414.69MIN: 13.71 / MAX: 17.03MIN: 13.7 / MAX: 18.32MIN: 13.68 / MAX: 16.13MIN: 13.68 / MAX: 16.111. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: blazeface

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: blazefaceLinux 5.42340.4590.9181.3771.8362.295SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 32.032.012.042.04MIN: 1.94 / MAX: 2.19MIN: 1.92 / MAX: 2.28MIN: 1.93 / MAX: 2.36MIN: 1.94 / MAX: 2.171. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: googlenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: googlenetLinux 5.4234714212835SE +/- 0.21, N = 3SE +/- 0.26, N = 3SE +/- 0.23, N = 3SE +/- 0.26, N = 331.0030.8730.7331.52MIN: 30.04 / MAX: 34.74MIN: 29.93 / MAX: 35.29MIN: 30.02 / MAX: 35.54MIN: 30.03 / MAX: 37.281. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: vgg16

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: vgg16Linux 5.423420406080100SE +/- 0.21, N = 3SE +/- 0.14, N = 3SE +/- 0.44, N = 3SE +/- 0.20, N = 3109.08109.82109.31109.54MIN: 107.27 / MAX: 122.26MIN: 107.59 / MAX: 122.1MIN: 106.9 / MAX: 125.2MIN: 107.29 / MAX: 117.331. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: resnet18

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: resnet18Linux 5.4234714212835SE +/- 0.65, N = 3SE +/- 0.14, N = 3SE +/- 0.14, N = 3SE +/- 0.17, N = 328.6828.0328.0128.19MIN: 27.48 / MAX: 42MIN: 27.39 / MAX: 43.04MIN: 27.44 / MAX: 31.26MIN: 27.47 / MAX: 31.731. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: alexnet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: alexnetLinux 5.4234612182430SE +/- 0.04, N = 3SE +/- 0.07, N = 3SE +/- 0.01, N = 3SE +/- 0.08, N = 325.7525.5925.5925.81MIN: 25.2 / MAX: 29.47MIN: 24.99 / MAX: 27.9MIN: 24.89 / MAX: 28.19MIN: 25.09 / MAX: 37.341. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: resnet50

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: resnet50Linux 5.42341428425670SE +/- 0.09, N = 3SE +/- 0.66, N = 3SE +/- 0.76, N = 3SE +/- 0.35, N = 362.3762.6662.9962.83MIN: 61.31 / MAX: 69.22MIN: 60.51 / MAX: 70.33MIN: 60.88 / MAX: 82.83MIN: 61.27 / MAX: 70.911. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: yolov4-tiny

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: yolov4-tinyLinux 5.42341428425670SE +/- 0.16, N = 3SE +/- 0.09, N = 3SE +/- 0.06, N = 3SE +/- 0.04, N = 362.3562.5262.3362.60MIN: 59.09 / MAX: 66.92MIN: 57.05 / MAX: 66.12MIN: 58.97 / MAX: 73.33MIN: 57.9 / MAX: 88.491. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: squeezenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: squeezenetLinux 5.42341428425670SE +/- 0.23, N = 3SE +/- 0.11, N = 3SE +/- 0.36, N = 3SE +/- 0.09, N = 362.2962.2562.3662.34MIN: 59.72 / MAX: 64.7MIN: 59.82 / MAX: 65.31MIN: 58.92 / MAX: 65.07MIN: 59.37 / MAX: 65.141. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: mobilenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: mobilenetLinux 5.42341020304050SE +/- 0.54, N = 3SE +/- 0.08, N = 3SE +/- 0.47, N = 3SE +/- 0.12, N = 342.6341.6841.9441.86MIN: 39.31 / MAX: 45.41MIN: 39.08 / MAX: 44.75MIN: 39.16 / MAX: 45.32MIN: 39.04 / MAX: 46.21. (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-v2Linux 5.423448121620SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 316.1316.1116.1316.14MIN: 15.69 / MAX: 16.75MIN: 15.7 / MAX: 17.14MIN: 15.67 / MAX: 16.78MIN: 15.65 / MAX: 16.981. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

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

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3Linux 5.423448121620SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 317.0117.0317.0117.01MIN: 16.56 / MAX: 17.62MIN: 16.59 / MAX: 17.85MIN: 16.6 / MAX: 17.77MIN: 16.63 / MAX: 17.831. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: shufflenet-v2

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: shufflenet-v2Linux 5.42343691215SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 39.629.659.629.62MIN: 9.16 / MAX: 10.33MIN: 9.25 / MAX: 10.28MIN: 9.23 / MAX: 10.36MIN: 9.19 / MAX: 10.381. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: mnasnet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: mnasnetLinux 5.423448121620SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 317.5417.5417.5017.48MIN: 17.1 / MAX: 18.53MIN: 17 / MAX: 18.31MIN: 17.07 / MAX: 18.23MIN: 17.06 / MAX: 18.321. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: efficientnet-b0

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: efficientnet-b0Linux 5.4234714212835SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 332.1232.0932.1432.13MIN: 31.5 / MAX: 32.93MIN: 31.58 / MAX: 33.23MIN: 31.56 / MAX: 32.98MIN: 31.62 / MAX: 32.911. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: blazeface

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: blazefaceLinux 5.42340.6661.3321.9982.6643.33SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 32.962.922.912.92MIN: 2.76 / MAX: 4.88MIN: 2.75 / MAX: 3.79MIN: 2.75 / MAX: 3.73MIN: 2.77 / MAX: 3.441. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: googlenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: googlenetLinux 5.42341224364860SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 351.7951.7451.6851.75MIN: 50.88 / MAX: 52.88MIN: 50.82 / MAX: 52.73MIN: 50.8 / MAX: 52.72MIN: 50.77 / MAX: 52.841. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: vgg16

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: vgg16Linux 5.423480160240320400SE +/- 0.38, N = 3SE +/- 0.40, N = 3SE +/- 0.05, N = 3SE +/- 0.12, N = 3347.20346.42347.04346.54MIN: 327.56 / MAX: 378.35MIN: 328.45 / MAX: 377.97MIN: 328.15 / MAX: 377.61MIN: 329.3 / MAX: 378.31. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: resnet18

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: resnet18Linux 5.4234918273645SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.07, N = 341.3141.2841.3041.32MIN: 40.11 / MAX: 43.66MIN: 40.22 / MAX: 43.6MIN: 40.15 / MAX: 43.27MIN: 40.2 / MAX: 43.571. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: alexnet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: alexnetLinux 5.4234918273645SE +/- 0.26, N = 3SE +/- 0.29, N = 3SE +/- 0.16, N = 3SE +/- 0.21, N = 340.7440.8140.6740.96MIN: 34.04 / MAX: 53.43MIN: 34.08 / MAX: 53.99MIN: 34.17 / MAX: 53.49MIN: 34.27 / MAX: 53.461. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: resnet50

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: resnet50Linux 5.423420406080100SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 394.9895.0795.0695.12MIN: 93.08 / MAX: 96.95MIN: 92.99 / MAX: 97.7MIN: 93.47 / MAX: 97.41MIN: 93.25 / MAX: 96.861. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: yolov4-tiny

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: yolov4-tinyLinux 5.423420406080100SE +/- 0.38, N = 3SE +/- 0.21, N = 3SE +/- 0.21, N = 3SE +/- 0.13, N = 389.9790.6790.2290.85MIN: 86.37 / MAX: 95.25MIN: 87.25 / MAX: 95.6MIN: 87.2 / MAX: 95.93MIN: 87.36 / MAX: 95.331. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

TNN

Target: CPU - Model: MobileNet v2

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: MobileNet v2Linux 5.423460120180240300SE +/- 0.20, N = 3SE +/- 0.29, N = 3SE +/- 0.12, N = 3SE +/- 0.19, N = 3291.58291.67291.41292.12MIN: 290.45 / MAX: 299.85MIN: 290.34 / MAX: 300.21MIN: 290.58 / MAX: 299.43MIN: 291.06 / MAX: 300.061. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl

TNN

Target: CPU - Model: SqueezeNet v1.1

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: SqueezeNet v1.1Linux 5.423460120180240300SE +/- 0.23, N = 3SE +/- 0.11, N = 3SE +/- 0.03, N = 3SE +/- 0.07, N = 3288.81288.42288.50288.49MIN: 288.01 / MAX: 289.57MIN: 287.9 / MAX: 288.99MIN: 288.13 / MAX: 288.88MIN: 287.92 / MAX: 289.431. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl

Hierarchical INTegration

Test: FLOAT

OpenBenchmarking.orgQUIPs, More Is BetterHierarchical INTegration 1.0Test: FLOATLinux 5.423470M140M210M280M350MSE +/- 2152014.41, N = 3SE +/- 958466.23, N = 3SE +/- 1775532.36, N = 3SE +/- 178984.31, N = 3303706152.24306973101.38304370948.43306350360.811. (CC) gcc options: -O3 -march=native -lm

Mlpack Benchmark

Benchmark: scikit_ica

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_icaLinux 5.42341428425670SE +/- 0.51, N = 3SE +/- 0.64, N = 3SE +/- 0.39, N = 3SE +/- 0.72, N = 360.9661.0561.1861.01

Mlpack Benchmark

Benchmark: scikit_qda

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_qdaLinux 5.43420406080100SE +/- 0.00, N = 2SE +/- 0.43, N = 3SE +/- 0.21, N = 385.7785.0985.82

Mlpack Benchmark

Benchmark: scikit_svm

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_svmLinux 5.434510152025SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 322.3422.4222.44

Mlpack Benchmark

Benchmark: scikit_linearridgeregression

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_linearridgeregressionLinux 5.434246810SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 36.436.406.42

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: 10000Linux 5.434200K400K600K800K1000KSE +/- 9009.48, N = 12SE +/- 7240.48, N = 12SE +/- 9544.04, N = 12786957.3773293.4765195.3

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: 10000Linux 5.434200K400K600K800K1000KSE +/- 11398.72, N = 4SE +/- 7009.04, N = 3SE +/- 9916.96, N = 5793409.4773292.5782956.1

Phoronix Test Suite v10.8.4