3950X July

AMD Ryzen 9 3950X 16-Core testing with a ASUS ROG CROSSHAIR VII HERO (WI-FI) (3103 BIOS) and Sapphire AMD Radeon RX 470/480/570/570X/580/580X/590 4GB on Ubuntu 20.04 via the Phoronix Test Suite.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2108022-IB-3950XJULY34
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3950X JulyProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerOpenGLVulkanCompilerFile-SystemScreen Resolution123AMD Ryzen 9 3950X 16-Core @ 3.50GHz (16 Cores / 32 Threads)ASUS ROG CROSSHAIR VII HERO (WI-FI) (3103 BIOS)AMD Starship/Matisse16GBSamsung SSD 970 EVO 250GBSapphire AMD Radeon RX 470/480/570/570X/580/580X/590 4GB (1260/1750MHz)AMD Ellesmere HDMI AudioVA2431Intel I211 + Realtek RTL8822BE 802.11a/b/g/n/acUbuntu 20.045.9.0-050900rc6daily20200922-generic (x86_64) 20200921GNOME Shell 3.36.4X Server 1.20.94.6 Mesa 20.0.8 (LLVM 10.0.0)1.2.128GCC 9.3.0ext41920x1080OpenBenchmarking.orgKernel Details- Transparent Huge Pages: madviseCompiler 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=/build/gcc-9-HskZEa/gcc-9-9.3.0/debian/tmp-nvptx/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: 0x8701021Graphics Details- GLAMORJava Details- 1: OpenJDK Runtime Environment (build 11.0.10+9-Ubuntu-0ubuntu1.20.04)- 2: OpenJDK Runtime Environment (build 11.0.11+9-Ubuntu-0ubuntu2.20.04)- 3: OpenJDK Runtime Environment (build 11.0.11+9-Ubuntu-0ubuntu2.20.04)Python Details- 1: Python 2.7.18 + Python 3.8.5- 2: Python 2.7.18 + Python 3.8.5- 3: Python 2.7.18 + Python 3.8.10Security 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: conditional RSB filling + srbds: Not affected + tsx_async_abort: Not affected

123Result OverviewPhoronix Test Suite 10.6.0100%111%122%132%143%NCNNNatronMobile Neural NetworkPostgreSQL pgbenchApache CassandraTNNQuantum ESPRESSOC-BloscYafaRayGravityMarkFacebook RocksDBdav1dRenaissance

3950X Julygravitymark: 1920 x 1080 - OpenGLgravitymark: 1920 x 1080 - Vulkanblosc: blosclzqe: AUSURF112renaissance: Scala Dottyrenaissance: Rand Forestrenaissance: ALS Movie Lensrenaissance: Apache Spark ALSrenaissance: Apache Spark Bayesrenaissance: Savina Reactors.IOrenaissance: Apache Spark PageRankrenaissance: Finagle HTTP Requestsrenaissance: In-Memory Database Shootoutrenaissance: Akka Unbalanced Cobwebbed Treerenaissance: Genetic Algorithm Using Jenetics + Futuresdav1d: Chimera 1080pdav1d: Summer Nature 4Kdav1d: Summer Nature 1080pdav1d: Chimera 1080p 10-bityafaray: Total Time For Sample Scenepgbench: 1 - 1 - Read Onlypgbench: 1 - 1 - Read Only - Average Latencypgbench: 1 - 1 - Read Writepgbench: 1 - 1 - Read Write - Average Latencypgbench: 1 - 50 - Read Onlypgbench: 1 - 50 - Read Only - Average Latencypgbench: 1 - 50 - Read Writepgbench: 1 - 50 - Read Write - Average Latencypgbench: 100 - 1 - Read Onlypgbench: 100 - 1 - Read Only - Average Latencypgbench: 100 - 1 - Read Writepgbench: 100 - 1 - Read Write - Average Latencypgbench: 100 - 50 - Read Onlypgbench: 100 - 50 - Read Only - Average Latencypgbench: 100 - 50 - Read Writepgbench: 100 - 50 - Read Write - Average Latencymnn: mobilenetV3mnn: squeezenetv1.1mnn: resnet-v2-50mnn: SqueezeNetV1.0mnn: MobileNetV2_224mnn: mobilenet-v1-1.0mnn: inception-v3ncnn: CPU - mobilenetncnn: CPU-v2-v2 - mobilenet-v2ncnn: CPU-v3-v3 - mobilenet-v3ncnn: CPU - shufflenet-v2ncnn: CPU - mnasnetncnn: CPU - efficientnet-b0ncnn: CPU - blazefacencnn: CPU - googlenetncnn: CPU - vgg16ncnn: CPU - resnet18ncnn: CPU - alexnetncnn: CPU - resnet50ncnn: CPU - yolov4-tinyncnn: CPU - squeezenet_ssdncnn: CPU - regnety_400mncnn: Vulkan GPU - mobilenetncnn: Vulkan GPU-v2-v2 - mobilenet-v2ncnn: Vulkan GPU-v3-v3 - mobilenet-v3ncnn: Vulkan GPU - shufflenet-v2ncnn: Vulkan GPU - mnasnetncnn: Vulkan GPU - efficientnet-b0ncnn: Vulkan GPU - blazefacencnn: Vulkan GPU - googlenetncnn: Vulkan GPU - vgg16ncnn: Vulkan GPU - resnet18ncnn: Vulkan GPU - alexnetncnn: Vulkan GPU - resnet50ncnn: Vulkan GPU - yolov4-tinyncnn: Vulkan GPU - squeezenet_ssdncnn: Vulkan GPU - regnety_400mtnn: CPU - DenseNettnn: CPU - MobileNet v2tnn: CPU - SqueezeNet v2tnn: CPU - SqueezeNet v1.1cassandra: Readscassandra: Writescassandra: Mixed 1:1cassandra: Mixed 1:3rocksdb: Rand Fillrocksdb: Rand Readrocksdb: Update Randrocksdb: Seq Fillrocksdb: Rand Fill Syncrocksdb: Read While Writingrocksdb: Read Rand Write Randnatron: Spaceship12351.054.221908.7569.50732.6724.47449.11816.12189.47730.83537.92307.73746.614086.21799.1643.83210.31610.74441.7681.770363770.0278221.2175801090.08690355.384316930.0313562.8144502550.11155209.0583.0576.30434.6837.9155.3753.62539.26317.155.935.195.475.247.582.3218.7565.1018.0913.9829.1728.0319.5413.3614.558.099.505.139.2018.601.9320.6378.4012.5115.5129.4925.0218.9213.852637.927258.19563.463228.34513751415465811797310653210879609524510267307512048985242351677224759853.151.754.221927.4557.15720.0723.97412.31766.52169.77849.43568.02321.73700.413896.81836.3642.57209.34615.98441.4881.077337720.037211.3875748630.08774067.615308060.0323223.1054328000.116455910.9673.8076.70641.5329.8346.2054.83747.80516.77192.2711.39132.2942.727.852.3519.7865.7518.8514.6929.3629.1951.1513.4914.597.949.515.39.2118.361.9120.7178.3512.4215.8729.562518.6213.822645.218260.90264.183238.49410582915518411731010634910782039294860067710612121125252355948424764252.650.854.422155.3565.42808.4729.07451.71814.52188.08464.93524.62326.33748.014084.51782.1642.91210.02611.43442.0881.052348660.0297211.3886541940.07674067.584302260.0333203.1244491060.11151059.7943.1636.51335.1418.025.5113.65737.8717.015.965.185.455.247.582.3119.2665.5618.3714.9529.3627.719.3513.4314.628.069.515.129.1718.21.9120.5678.6312.3315.8229.6125.1718.6713.782632.204258.56264.458224.11810877815548111807911862310762219692512767585912043345213349064424719692.4OpenBenchmarking.org

GravityMark

OpenBenchmarking.orgFrames Per Second, More Is BetterGravityMark 1.2Resolution: 1920 x 1080 - Renderer: OpenGL1231224364860SE +/- 0.33, N = 351.051.750.8
OpenBenchmarking.orgFrames Per Second, More Is BetterGravityMark 1.2Resolution: 1920 x 1080 - Renderer: OpenGL1231020304050Min: 50.5 / Avg: 50.97 / Max: 51.6

OpenBenchmarking.orgFrames Per Second, More Is BetterGravityMark 1.2Resolution: 1920 x 1080 - Renderer: Vulkan1231224364860SE +/- 0.03, N = 354.254.254.4
OpenBenchmarking.orgFrames Per Second, More Is BetterGravityMark 1.2Resolution: 1920 x 1080 - Renderer: Vulkan1231122334455Min: 54.2 / Avg: 54.23 / Max: 54.3

C-Blosc

OpenBenchmarking.orgMB/s, More Is BetterC-Blosc 2.0Compressor: blosclz1235K10K15K20K25KSE +/- 34.99, N = 321908.721927.422155.31. (CC) gcc options: -std=gnu99 -O3 -pthread -lrt -lm
OpenBenchmarking.orgMB/s, More Is BetterC-Blosc 2.0Compressor: blosclz1234K8K12K16K20KMin: 21839.6 / Avg: 21908.73 / Max: 21952.71. (CC) gcc options: -std=gnu99 -O3 -pthread -lrt -lm

Quantum ESPRESSO

OpenBenchmarking.orgSeconds, Fewer Is BetterQuantum ESPRESSO 6.8Input: AUSURF112123120240360480600SE +/- 5.97, N = 9569.50557.15565.421. (F9X) gfortran options: -ldevXlib -lopenblas -lFoX_dom -lFoX_sax -lFoX_wxml -lFoX_common -lFoX_utils -lFoX_fsys -lfftw3 -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi
OpenBenchmarking.orgSeconds, Fewer Is BetterQuantum ESPRESSO 6.8Input: AUSURF112123100200300400500Min: 554.26 / Avg: 569.5 / Max: 610.091. (F9X) gfortran options: -ldevXlib -lopenblas -lFoX_dom -lFoX_sax -lFoX_wxml -lFoX_common -lFoX_utils -lFoX_fsys -lfftw3 -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi

Renaissance

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.12Test: Scala Dotty1232004006008001000SE +/- 8.97, N = 15732.6720.0808.4MIN: 583.2 / MAX: 1267.6MIN: 610.89 / MAX: 1256.85MIN: 605.39 / MAX: 1180.42
OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.12Test: Scala Dotty123140280420560700Min: 709.03 / Avg: 732.62 / Max: 809.05

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.12Test: Random Forest123160320480640800SE +/- 3.01, N = 3724.4723.9729.0MIN: 667.96 / MAX: 861.06MIN: 665.41 / MAX: 850.21MIN: 675.28 / MAX: 863.21
OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.12Test: Random Forest123130260390520650Min: 718.51 / Avg: 724.42 / Max: 728.32

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.12Test: ALS Movie Lens12316003200480064008000SE +/- 36.08, N = 37449.17412.37451.7MIN: 7402.99 / MAX: 8249.32MAX: 8197.08MAX: 8103.98
OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.12Test: ALS Movie Lens12313002600390052006500Min: 7402.99 / Avg: 7449.12 / Max: 7520.24

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.12Test: Apache Spark ALS123400800120016002000SE +/- 22.04, N = 61816.11766.51814.5MIN: 1609.97 / MAX: 2150.67MIN: 1596.59 / MAX: 1960.28MIN: 1679.95 / MAX: 1973.75
OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.12Test: Apache Spark ALS12330060090012001500Min: 1781.78 / Avg: 1816.06 / Max: 1923.93

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.12Test: Apache Spark Bayes1235001000150020002500SE +/- 6.16, N = 32189.42169.72188.0MIN: 1675.81 / MAX: 2201.53MIN: 1664.66MIN: 1686.41 / MAX: 2188.04
OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.12Test: Apache Spark Bayes123400800120016002000Min: 2181.58 / Avg: 2189.37 / Max: 2201.53

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.12Test: Savina Reactors.IO1232K4K6K8K10KSE +/- 18.28, N = 37730.87849.48464.9MIN: 7710.96 / MAX: 11260.82MAX: 11301.99MAX: 11789.43
OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.12Test: Savina Reactors.IO12315003000450060007500Min: 7710.96 / Avg: 7730.78 / Max: 7767.29

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.12Test: Apache Spark PageRank1238001600240032004000SE +/- 35.85, N = 33537.93568.03524.6MIN: 3080.15 / MAX: 3922.97MIN: 3286.99 / MAX: 3796.93MIN: 3138.39 / MAX: 3752.64
OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.12Test: Apache Spark PageRank1236001200180024003000Min: 3484.66 / Avg: 3537.88 / Max: 3606.09

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.12Test: Finagle HTTP Requests1235001000150020002500SE +/- 19.85, N = 32307.72321.72326.3MIN: 2113.67 / MAX: 2433.33MIN: 2158.68 / MAX: 2412.86MIN: 2141.01 / MAX: 2464.71
OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.12Test: Finagle HTTP Requests123400800120016002000Min: 2272.43 / Avg: 2307.7 / Max: 2341.12

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.12Test: In-Memory Database Shootout1238001600240032004000SE +/- 23.64, N = 33746.63700.43748.0MIN: 3398.55 / MAX: 4176.69MIN: 3469.66 / MAX: 4000.15MIN: 3430.07 / MAX: 3969.76
OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.12Test: In-Memory Database Shootout1237001400210028003500Min: 3700.04 / Avg: 3746.63 / Max: 3776.87

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.12Test: Akka Unbalanced Cobwebbed Tree1233K6K9K12K15KSE +/- 79.88, N = 314086.213896.814084.5MIN: 10993.46 / MAX: 14217.03MIN: 11083.06MIN: 11163.59 / MAX: 14084.54
OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.12Test: Akka Unbalanced Cobwebbed Tree1232K4K6K8K10KMin: 13941.4 / Avg: 14086.24 / Max: 14217.03

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.12Test: Genetic Algorithm Using Jenetics + Futures123400800120016002000SE +/- 14.35, N = 31799.11836.31782.1MIN: 1732.79 / MAX: 1852.2MIN: 1788.43 / MAX: 1870.02MIN: 1734.97 / MAX: 1824.69
OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.12Test: Genetic Algorithm Using Jenetics + Futures12330060090012001500Min: 1777.92 / Avg: 1799.14 / Max: 1826.49

dav1d

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.9.1Video Input: Chimera 1080p123140280420560700SE +/- 1.65, N = 3643.83642.57642.91MIN: 498.94 / MAX: 806.72MIN: 497.73 / MAX: 800MIN: 498.92 / MAX: 798.251. (CC) gcc options: -pthread
OpenBenchmarking.orgFPS, More Is Betterdav1d 0.9.1Video Input: Chimera 1080p123110220330440550Min: 641.44 / Avg: 643.83 / Max: 6471. (CC) gcc options: -pthread

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.9.1Video Input: Summer Nature 4K12350100150200250SE +/- 0.30, N = 3210.31209.34210.02MIN: 161.52 / MAX: 217.4MIN: 157.83 / MAX: 215.71MIN: 161.38 / MAX: 216.451. (CC) gcc options: -pthread
OpenBenchmarking.orgFPS, More Is Betterdav1d 0.9.1Video Input: Summer Nature 4K1234080120160200Min: 209.88 / Avg: 210.31 / Max: 210.881. (CC) gcc options: -pthread

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.9.1Video Input: Summer Nature 1080p123130260390520650SE +/- 1.31, N = 3610.74615.98611.43MIN: 445.73 / MAX: 663.49MIN: 461.2 / MAX: 665.24MIN: 438.41 / MAX: 659.951. (CC) gcc options: -pthread
OpenBenchmarking.orgFPS, More Is Betterdav1d 0.9.1Video Input: Summer Nature 1080p123110220330440550Min: 608.61 / Avg: 610.74 / Max: 613.141. (CC) gcc options: -pthread

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.9.1Video Input: Chimera 1080p 10-bit123100200300400500SE +/- 0.91, N = 3441.76441.48442.08MIN: 346.49 / MAX: 568.12MIN: 347.28 / MAX: 570MIN: 347.3 / MAX: 566.161. (CC) gcc options: -pthread
OpenBenchmarking.orgFPS, More Is Betterdav1d 0.9.1Video Input: Chimera 1080p 10-bit12380160240320400Min: 440.68 / Avg: 441.76 / Max: 443.571. (CC) gcc options: -pthread

YafaRay

OpenBenchmarking.orgSeconds, Fewer Is BetterYafaRay 3.5.1Total Time For Sample Scene12320406080100SE +/- 0.23, N = 381.7781.0881.051. (CXX) g++ options: -std=c++11 -pthread -O3 -ffast-math -rdynamic -ldl -lImath -lIlmImf -lIex -lHalf -lz -lIlmThread -lxml2 -lfreetype
OpenBenchmarking.orgSeconds, Fewer Is BetterYafaRay 3.5.1Total Time For Sample Scene1231632486480Min: 81.31 / Avg: 81.77 / Max: 82.021. (CXX) g++ options: -std=c++11 -pthread -O3 -ffast-math -rdynamic -ldl -lImath -lIlmImf -lIex -lHalf -lz -lIlmThread -lxml2 -lfreetype

PostgreSQL pgbench

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 1 - Mode: Read Only1238K16K24K32K40KSE +/- 250.92, N = 33637733772348661. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 1 - Mode: Read Only1236K12K18K24K30KMin: 35883.51 / Avg: 36377.3 / Max: 36701.681. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 1 - Mode: Read Only - Average Latency1230.00680.01360.02040.02720.034SE +/- 0.000, N = 30.0270.0300.0291. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 1 - Mode: Read Only - Average Latency12312345Min: 0.03 / Avg: 0.03 / Max: 0.031. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 1 - Mode: Read Write1232004006008001000SE +/- 0.70, N = 38227217211. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 1 - Mode: Read Write123140280420560700Min: 820.66 / Avg: 821.52 / Max: 822.921. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 1 - Mode: Read Write - Average Latency1230.31230.62460.93691.24921.5615SE +/- 0.001, N = 31.2171.3871.3881. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 1 - Mode: Read Write - Average Latency123246810Min: 1.22 / Avg: 1.22 / Max: 1.221. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 50 - Mode: Read Only123140K280K420K560K700KSE +/- 5053.38, N = 145801095748636541941. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 50 - Mode: Read Only123110K220K330K440K550KMin: 571315.69 / Avg: 580108.82 / Max: 645032.731. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 50 - Mode: Read Only - Average Latency1230.01960.03920.05880.07840.098SE +/- 0.001, N = 140.0860.0870.0761. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 50 - Mode: Read Only - Average Latency12312345Min: 0.08 / Avg: 0.09 / Max: 0.091. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 50 - Mode: Read Write1232004006008001000SE +/- 0.60, N = 39037407401. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 50 - Mode: Read Write123160320480640800Min: 901.64 / Avg: 902.84 / Max: 903.451. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 50 - Mode: Read Write - Average Latency1231530456075SE +/- 0.04, N = 355.3867.6267.581. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 50 - Mode: Read Write - Average Latency1231326395265Min: 55.35 / Avg: 55.38 / Max: 55.461. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 1 - Mode: Read Only1237K14K21K28K35KSE +/- 229.43, N = 33169330806302261. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 1 - Mode: Read Only1235K10K15K20K25KMin: 31251.57 / Avg: 31692.56 / Max: 32022.91. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 1 - Mode: Read Only - Average Latency1230.00740.01480.02220.02960.037SE +/- 0.000, N = 30.0310.0320.0331. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 1 - Mode: Read Only - Average Latency12312345Min: 0.03 / Avg: 0.03 / Max: 0.031. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 1 - Mode: Read Write12380160240320400SE +/- 3.17, N = 113563223201. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 1 - Mode: Read Write12360120180240300Min: 338.42 / Avg: 355.69 / Max: 379.091. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 1 - Mode: Read Write - Average Latency1230.70291.40582.10872.81163.5145SE +/- 0.025, N = 112.8143.1053.1241. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 1 - Mode: Read Write - Average Latency123246810Min: 2.64 / Avg: 2.81 / Max: 2.961. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 50 - Mode: Read Only123100K200K300K400K500KSE +/- 415.27, N = 34502554328004491061. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 50 - Mode: Read Only12380K160K240K320K400KMin: 449433.5 / Avg: 450254.99 / Max: 450771.631. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 50 - Mode: Read Only - Average Latency1230.02610.05220.07830.10440.1305SE +/- 0.000, N = 30.1110.1160.1111. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 50 - Mode: Read Only - Average Latency12312345Min: 0.11 / Avg: 0.11 / Max: 0.111. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 50 - Mode: Read Write12312002400360048006000SE +/- 4.20, N = 35520455951051. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 50 - Mode: Read Write12310002000300040005000Min: 5514.82 / Avg: 5520.15 / Max: 5528.441. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 50 - Mode: Read Write - Average Latency1233691215SE +/- 0.007, N = 39.05810.9679.7941. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm
OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 50 - Mode: Read Write - Average Latency1233691215Min: 9.05 / Avg: 9.06 / Max: 9.071. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

Mobile Neural Network

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.2Model: mobilenetV31230.85661.71322.56983.42644.283SE +/- 0.038, N = 33.0573.8073.163MIN: 2.97 / MAX: 3.25MIN: 3.15 / MAX: 31.78MIN: 3.11 / MAX: 3.721. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.2Model: mobilenetV3123246810Min: 3.01 / Avg: 3.06 / Max: 3.131. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.2Model: squeezenetv1.1123246810SE +/- 0.172, N = 36.3046.7066.513MIN: 5.6 / MAX: 16.9MIN: 6.1 / MAX: 33.02MIN: 6.22 / MAX: 7.281. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.2Model: squeezenetv1.11233691215Min: 5.96 / Avg: 6.3 / Max: 6.511. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.2Model: resnet-v2-50123918273645SE +/- 0.42, N = 334.6841.5335.14MIN: 31.41 / MAX: 51.04MIN: 34.37 / MAX: 103.78MIN: 33.47 / MAX: 49.421. (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
OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.2Model: resnet-v2-50123918273645Min: 33.92 / Avg: 34.68 / Max: 35.381. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.2Model: SqueezeNetV1.01233691215SE +/- 0.204, N = 37.9159.8348.020MIN: 7.26 / MAX: 9.42MIN: 7.71 / MAX: 64.48MIN: 7.93 / MAX: 9.041. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.2Model: SqueezeNetV1.01233691215Min: 7.52 / Avg: 7.92 / Max: 8.181. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.2Model: MobileNetV2_224123246810SE +/- 0.083, N = 35.3756.2055.511MIN: 5.08 / MAX: 6.4MIN: 5.22 / MAX: 69.72MIN: 5.37 / MAX: 6.21. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.2Model: MobileNetV2_224123246810Min: 5.25 / Avg: 5.38 / Max: 5.531. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.2Model: mobilenet-v1-1.01231.08832.17663.26494.35325.4415SE +/- 0.064, N = 33.6254.8373.657MIN: 3.51 / MAX: 4.29MIN: 4.4 / MAX: 36.99MIN: 3.61 / MAX: 4.641. (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
OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.2Model: mobilenet-v1-1.0123246810Min: 3.55 / Avg: 3.63 / Max: 3.751. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.2Model: inception-v31231122334455SE +/- 0.36, N = 339.2647.8137.87MIN: 38.01 / MAX: 55.52MIN: 37.4 / MAX: 128.86MIN: 36.97 / MAX: 53.611. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.2Model: inception-v31231020304050Min: 38.7 / Avg: 39.26 / Max: 39.921. (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

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: mobilenet12348121620SE +/- 0.18, N = 317.1516.7717.01MIN: 16.5 / MAX: 18.63MIN: 16.52 / MAX: 18.6MIN: 16.73 / MAX: 17.561. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: mobilenet12348121620Min: 16.82 / Avg: 17.15 / Max: 17.421. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU-v2-v2 - Model: mobilenet-v21234080120160200SE +/- 0.03, N = 35.93192.275.96MIN: 5.77 / MAX: 2870.691. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU-v2-v2 - Model: mobilenet-v21234080120160200Min: 5.9 / Avg: 5.93 / Max: 5.981. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU-v3-v3 - Model: mobilenet-v31233691215SE +/- 0.02, N = 35.1911.395.18MIN: 5.06 / MAX: 6.09MIN: 5.13 / MAX: 578.7MIN: 5.09 / MAX: 6.361. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU-v3-v3 - Model: mobilenet-v31233691215Min: 5.15 / Avg: 5.19 / Max: 5.221. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: shufflenet-v2123306090120150SE +/- 0.01, N = 35.47132.295.45MIN: 5.32 / MAX: 2724.181. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: shufflenet-v212320406080100Min: 5.45 / Avg: 5.47 / Max: 5.491. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: mnasnet1231020304050SE +/- 0.01, N = 35.2442.725.24MIN: 5.14 / MAX: 7.19MIN: 5.35 / MAX: 2580.63MIN: 5.18 / MAX: 5.91. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: mnasnet123918273645Min: 5.22 / Avg: 5.24 / Max: 5.261. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: efficientnet-b0123246810SE +/- 0.03, N = 37.587.857.58MIN: 7.45 / MAX: 8.22MIN: 7.76 / MAX: 8.04MIN: 7.51 / MAX: 7.691. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: efficientnet-b01233691215Min: 7.53 / Avg: 7.58 / Max: 7.611. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: blazeface1230.52881.05761.58642.11522.644SE +/- 0.00, N = 32.322.352.31MIN: 2.28 / MAX: 2.5MIN: 2.32 / MAX: 2.51MIN: 2.28 / MAX: 2.491. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: blazeface123246810Min: 2.32 / Avg: 2.32 / Max: 2.331. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: googlenet123510152025SE +/- 0.14, N = 318.7519.7819.26MIN: 17.9 / MAX: 50.77MIN: 19.12 / MAX: 21.49MIN: 18.62 / MAX: 19.961. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: googlenet123510152025Min: 18.59 / Avg: 18.75 / Max: 19.021. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: vgg161231530456075SE +/- 0.11, N = 365.1065.7565.56MIN: 63.65 / MAX: 72.22MIN: 63.84 / MAX: 97.43MIN: 64.03 / MAX: 82.61. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: vgg161231326395265Min: 64.96 / Avg: 65.1 / Max: 65.311. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: resnet18123510152025SE +/- 0.10, N = 318.0918.8518.37MIN: 17.77 / MAX: 31.47MIN: 18.61 / MAX: 21.92MIN: 18.23 / MAX: 20.361. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: resnet18123510152025Min: 17.94 / Avg: 18.09 / Max: 18.291. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: alexnet12348121620SE +/- 0.21, N = 313.9814.6914.95MIN: 13.57 / MAX: 31.85MIN: 14.28 / MAX: 38.35MIN: 14.61 / MAX: 15.141. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: alexnet12348121620Min: 13.72 / Avg: 13.98 / Max: 14.391. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: resnet50123714212835SE +/- 0.15, N = 329.1729.3629.36MIN: 28.66 / MAX: 29.8MIN: 29.01 / MAX: 38.83MIN: 29.06 / MAX: 30.781. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: resnet50123714212835Min: 28.94 / Avg: 29.17 / Max: 29.441. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: yolov4-tiny123714212835SE +/- 0.47, N = 328.0329.1927.70MIN: 26.9 / MAX: 32.08MIN: 28.85 / MAX: 30.07MIN: 27.31 / MAX: 64.291. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: yolov4-tiny123612182430Min: 27.12 / Avg: 28.03 / Max: 28.671. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: squeezenet_ssd1231224364860SE +/- 0.23, N = 319.5451.1519.35MIN: 18.76 / MAX: 74.55MIN: 18.15 / MAX: 3103.5MIN: 18.97 / MAX: 19.771. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: squeezenet_ssd1231020304050Min: 19.08 / Avg: 19.54 / Max: 19.791. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: regnety_400m1233691215SE +/- 0.06, N = 313.3613.4913.43MIN: 13.1 / MAX: 14.68MIN: 13.21 / MAX: 48.52MIN: 13.22 / MAX: 27.881. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: CPU - Model: regnety_400m12348121620Min: 13.24 / Avg: 13.36 / Max: 13.441. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: mobilenet12348121620SE +/- 0.01, N = 314.5514.5914.62MIN: 13.34 / MAX: 32.77MIN: 13.33 / MAX: 23.14MIN: 13.43 / MAX: 29.71. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: mobilenet12348121620Min: 14.53 / Avg: 14.55 / Max: 14.571. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2123246810SE +/- 0.05, N = 38.097.948.06MIN: 7.41 / MAX: 24MIN: 7.42 / MAX: 19.96MIN: 7.42 / MAX: 20.021. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU-v2-v2 - Model: mobilenet-v21233691215Min: 7.99 / Avg: 8.09 / Max: 8.151. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU-v3-v3 - Model: mobilenet-v31233691215SE +/- 0.03, N = 39.509.519.51MIN: 8.72 / MAX: 20.18MIN: 8.7 / MAX: 16.01MIN: 8.7 / MAX: 16.741. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU-v3-v3 - Model: mobilenet-v31233691215Min: 9.44 / Avg: 9.5 / Max: 9.541. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: shufflenet-v21231.19252.3853.57754.775.9625SE +/- 0.01, N = 35.135.305.12MIN: 4.92 / MAX: 6.05MIN: 4.95 / MAX: 6.21MIN: 4.91 / MAX: 6.021. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: shufflenet-v2123246810Min: 5.11 / Avg: 5.13 / Max: 5.151. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: mnasnet1233691215SE +/- 0.05, N = 39.209.219.17MIN: 8.06 / MAX: 22.77MIN: 8.07 / MAX: 23.74MIN: 8.06 / MAX: 23.951. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: mnasnet1233691215Min: 9.15 / Avg: 9.2 / Max: 9.311. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: efficientnet-b0123510152025SE +/- 0.07, N = 318.6018.3618.20MIN: 16.93 / MAX: 32.42MIN: 16.94 / MAX: 26.22MIN: 16.93 / MAX: 27.081. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: efficientnet-b0123510152025Min: 18.48 / Avg: 18.6 / Max: 18.721. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: blazeface1230.43430.86861.30291.73722.1715SE +/- 0.00, N = 31.931.911.91MIN: 1.82 / MAX: 2.91MIN: 1.81 / MAX: 2.43MIN: 1.81 / MAX: 2.51. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: blazeface123246810Min: 1.92 / Avg: 1.93 / Max: 1.931. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: googlenet123510152025SE +/- 0.04, N = 320.6320.7120.56MIN: 19.28 / MAX: 32.04MIN: 19.27 / MAX: 31.96MIN: 19.35 / MAX: 31.091. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: googlenet123510152025Min: 20.56 / Avg: 20.63 / Max: 20.671. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: vgg1612320406080100SE +/- 0.05, N = 378.4078.3578.63MIN: 75.23 / MAX: 93.91MIN: 75.24 / MAX: 93.03MIN: 75.31 / MAX: 92.621. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: vgg161231530456075Min: 78.31 / Avg: 78.4 / Max: 78.461. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: resnet181233691215SE +/- 0.06, N = 312.5112.4212.33MIN: 11.32 / MAX: 24.67MIN: 11.41 / MAX: 21.99MIN: 11.35 / MAX: 20.61. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: resnet1812348121620Min: 12.44 / Avg: 12.51 / Max: 12.621. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: alexnet12348121620SE +/- 0.03, N = 315.5115.8715.82MIN: 14.5 / MAX: 28MIN: 14.53 / MAX: 27.66MIN: 14.47 / MAX: 28.011. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: alexnet12348121620Min: 15.47 / Avg: 15.51 / Max: 15.571. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: resnet50123714212835SE +/- 0.06, N = 329.4929.5629.61MIN: 27.37 / MAX: 43.97MIN: 27.44 / MAX: 40.03MIN: 27.39 / MAX: 41.691. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: resnet50123714212835Min: 29.38 / Avg: 29.49 / Max: 29.561. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: yolov4-tiny123612182430SE +/- 0.07, N = 325.0225.0025.17MIN: 22.84 / MAX: 43.38MIN: 23.02 / MAX: 38.47MIN: 22.91 / MAX: 38.381. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: yolov4-tiny123612182430Min: 24.95 / Avg: 25.02 / Max: 25.171. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: squeezenet_ssd123510152025SE +/- 0.03, N = 318.9218.6218.67MIN: 17.45 / MAX: 41.13MIN: 17.54 / MAX: 37.72MIN: 17.62 / MAX: 33.311. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: squeezenet_ssd123510152025Min: 18.89 / Avg: 18.92 / Max: 18.981. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: regnety_400m12348121620SE +/- 0.07, N = 313.8513.8213.78MIN: 12.85 / MAX: 32MIN: 13 / MAX: 22.46MIN: 13 / MAX: 23.991. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20210720Target: Vulkan GPU - Model: regnety_400m12348121620Min: 13.76 / Avg: 13.85 / Max: 13.991. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

TNN

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.3Target: CPU - Model: DenseNet1236001200180024003000SE +/- 3.29, N = 32637.932645.222632.20MIN: 2549.43 / MAX: 2729.74MIN: 2544.1 / MAX: 2830.98MIN: 2547.26 / MAX: 2710.971. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -fvisibility=default -O3 -rdynamic -ldl
OpenBenchmarking.orgms, Fewer Is BetterTNN 0.3Target: CPU - Model: DenseNet1235001000150020002500Min: 2631.34 / Avg: 2637.93 / Max: 2641.231. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -fvisibility=default -O3 -rdynamic -ldl

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.3Target: CPU - Model: MobileNet v212360120180240300SE +/- 1.00, N = 3258.20260.90258.56MIN: 248.26 / MAX: 276.5MIN: 258.67 / MAX: 266.99MIN: 248.39 / MAX: 268.631. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -fvisibility=default -O3 -rdynamic -ldl
OpenBenchmarking.orgms, Fewer Is BetterTNN 0.3Target: CPU - Model: MobileNet v212350100150200250Min: 256.34 / Avg: 258.2 / Max: 259.791. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -fvisibility=default -O3 -rdynamic -ldl

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.3Target: CPU - Model: SqueezeNet v21231428425670SE +/- 0.27, N = 363.4664.1864.46MIN: 62.09 / MAX: 64.84MIN: 63.95 / MAX: 64.52MIN: 64.02 / MAX: 65.011. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -fvisibility=default -O3 -rdynamic -ldl
OpenBenchmarking.orgms, Fewer Is BetterTNN 0.3Target: CPU - Model: SqueezeNet v21231326395265Min: 62.93 / Avg: 63.46 / Max: 63.81. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -fvisibility=default -O3 -rdynamic -ldl

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.3Target: CPU - Model: SqueezeNet v1.112350100150200250SE +/- 1.45, N = 3228.35238.49224.12MIN: 223.41 / MAX: 270.55MIN: 235.37 / MAX: 239.3MIN: 221 / MAX: 247.431. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -fvisibility=default -O3 -rdynamic -ldl
OpenBenchmarking.orgms, Fewer Is BetterTNN 0.3Target: CPU - Model: SqueezeNet v1.11234080120160200Min: 225.98 / Avg: 228.34 / Max: 230.971. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -fvisibility=default -O3 -rdynamic -ldl

Apache Cassandra

OpenBenchmarking.orgOp/s, More Is BetterApache Cassandra 4.0Test: Reads12330K60K90K120K150KSE +/- 2613.22, N = 9137514105829108778
OpenBenchmarking.orgOp/s, More Is BetterApache Cassandra 4.0Test: Reads12320K40K60K80K100KMin: 124949 / Avg: 137513.78 / Max: 148787

OpenBenchmarking.orgOp/s, More Is BetterApache Cassandra 4.0Test: Writes12330K60K90K120K150KSE +/- 1091.63, N = 3154658155184155481
OpenBenchmarking.orgOp/s, More Is BetterApache Cassandra 4.0Test: Writes12330K60K90K120K150KMin: 153039 / Avg: 154658 / Max: 156736

OpenBenchmarking.orgOp/s, More Is BetterApache Cassandra 4.0Test: Mixed 1:112330K60K90K120K150KSE +/- 1509.22, N = 5117973117310118079
OpenBenchmarking.orgOp/s, More Is BetterApache Cassandra 4.0Test: Mixed 1:112320K40K60K80K100KMin: 114395 / Avg: 117973 / Max: 123119

OpenBenchmarking.orgOp/s, More Is BetterApache Cassandra 4.0Test: Mixed 1:312330K60K90K120K150KSE +/- 2990.09, N = 9106532106349118623
OpenBenchmarking.orgOp/s, More Is BetterApache Cassandra 4.0Test: Mixed 1:312320K40K60K80K100KMin: 90646 / Avg: 106531.56 / Max: 117059

Facebook RocksDB

OpenBenchmarking.orgOp/s, More Is BetterFacebook RocksDB 6.22.1Test: Random Fill123200K400K600K800K1000KSE +/- 327.78, N = 31087960107820310762211. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread
OpenBenchmarking.orgOp/s, More Is BetterFacebook RocksDB 6.22.1Test: Random Fill123200K400K600K800K1000KMin: 1087563 / Avg: 1087959.67 / Max: 10886101. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

OpenBenchmarking.orgOp/s, More Is BetterFacebook RocksDB 6.22.1Test: Random Read12320M40M60M80M100MSE +/- 680465.20, N = 39524510292948600969251271. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread
OpenBenchmarking.orgOp/s, More Is BetterFacebook RocksDB 6.22.1Test: Random Read12320M40M60M80M100MMin: 93959223 / Avg: 95245102.33 / Max: 962740271. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

OpenBenchmarking.orgOp/s, More Is BetterFacebook RocksDB 6.22.1Test: Update Random123150K300K450K600K750KSE +/- 1383.82, N = 36730756771066758591. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread
OpenBenchmarking.orgOp/s, More Is BetterFacebook RocksDB 6.22.1Test: Update Random123120K240K360K480K600KMin: 670742 / Avg: 673075.33 / Max: 6755311. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

OpenBenchmarking.orgOp/s, More Is BetterFacebook RocksDB 6.22.1Test: Sequential Fill123300K600K900K1200K1500KSE +/- 8931.38, N = 31204898121211212043341. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread
OpenBenchmarking.orgOp/s, More Is BetterFacebook RocksDB 6.22.1Test: Sequential Fill123200K400K600K800K1000KMin: 1187316 / Avg: 1204898 / Max: 12164211. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

OpenBenchmarking.orgOp/s, More Is BetterFacebook RocksDB 6.22.1Test: Random Fill Sync12311002200330044005500SE +/- 17.46, N = 35242525252131. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread
OpenBenchmarking.orgOp/s, More Is BetterFacebook RocksDB 6.22.1Test: Random Fill Sync1239001800270036004500Min: 5208 / Avg: 5242.33 / Max: 52651. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

OpenBenchmarking.orgOp/s, More Is BetterFacebook RocksDB 6.22.1Test: Read While Writing123800K1600K2400K3200K4000KSE +/- 53552.02, N = 33516772355948434906441. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread
OpenBenchmarking.orgOp/s, More Is BetterFacebook RocksDB 6.22.1Test: Read While Writing123600K1200K1800K2400K3000KMin: 3460037 / Avg: 3516772.33 / Max: 36238121. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

OpenBenchmarking.orgOp/s, More Is BetterFacebook RocksDB 6.22.1Test: Read Random Write Random123500K1000K1500K2000K2500KSE +/- 3122.89, N = 32475985247642524719691. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread
OpenBenchmarking.orgOp/s, More Is BetterFacebook RocksDB 6.22.1Test: Read Random Write Random123400K800K1200K1600K2000KMin: 2469747 / Avg: 2475984.67 / Max: 24793791. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

Natron

OpenBenchmarking.orgFPS, More Is BetterNatron 2.4Input: Spaceship1230.69751.3952.09252.793.4875SE +/- 0.10, N = 123.12.62.4
OpenBenchmarking.orgFPS, More Is BetterNatron 2.4Input: Spaceship123246810Min: 2.1 / Avg: 3.08 / Max: 3.4