NCNN Postgres 13

2 x Intel Xeon Gold 5220R testing with a TYAN S7106 (V2.01.B40 BIOS) and llvmpipe 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 2009256-FI-NCNNPOSTG58
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6220R 2P
September 24 2020
  14 Hours, 55 Minutes
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September 24 2020
  15 Hours, 8 Minutes
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September 25 2020
  12 Hours, 30 Minutes
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NCNN Postgres 13ProcessorMotherboardChipsetMemoryDiskGraphicsMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLCompilerFile-SystemScreen Resolution6220R 2P232 x Intel Xeon Gold 5220R @ 3.90GHz (36 Cores / 72 Threads)TYAN S7106 (V2.01.B40 BIOS)Intel Sky Lake-E DMI3 Registers94GB500GB Samsung SSD 860llvmpipeVE2282 x Intel I210 + 2 x QLogic cLOM8214 1/10GbEUbuntu 20.045.9.0-050900rc6-generic (x86_64) 20200920GNOME Shell 3.36.4X Server 1.20.8modesetting 1.20.83.3 Mesa 20.0.4 (LLVM 9.0.1 256 bits)GCC 9.3.0ext41920x1080OpenBenchmarking.orgCompiler Details- --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,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: intel_pstate powersave - CPU Microcode: 0x5002f01Security Details- itlb_multihit: KVM: Mitigation of VMX disabled + 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 Enhanced IBRS IBPB: conditional RSB filling + srbds: Not affected + tsx_async_abort: Mitigation of TSX disabled

6220R 2P23Result OverviewPhoronix Test Suite100%118%137%155%PostgreSQL pgbenchPostgreSQL pgbenchPostgreSQL pgbenchPostgreSQL pgbenchPostgreSQL pgbenchPostgreSQL pgbenchPostgreSQL pgbenchPostgreSQL pgbenchPostgreSQL pgbenchPostgreSQL pgbenchPostgreSQL pgbenchNCNNPostgreSQL pgbenchNCNNNCNNPostgreSQL pgbenchPostgreSQL pgbenchPostgreSQL pgbenchNCNNNCNNPostgreSQL pgbenchNCNNNCNNPostgreSQL pgbenchNCNNNCNNPostgreSQL pgbenchPostgreSQL pgbenchPostgreSQL pgbenchPostgreSQL pgbenchPostgreSQL pgbenchNCNNNCNNNCNNPostgreSQL pgbenchPostgreSQL pgbenchPostgreSQL pgbenchNCNNPostgreSQL pgbenchNCNNPostgreSQL pgbenchPostgreSQL pgbenchPostgreSQL pgbenchPostgreSQL pgbenchPostgreSQL pgbenchPostgreSQL pgbenchPostgreSQL pgbenchPostgreSQL pgbenchPostgreSQL pgbenchPostgreSQL pgbench1 - 100 - Read Write - Average Latency1 - 250 - Read Write1 - 100 - Read Write1 - 250 - Read Write - Average Latency1000 - 250 - Read Write - Average Latency1000 - 250 - Read Write100 - 100 - Read Write100 - 100 - Read Write - Average Latency100 - 50 - Read Write - Average Latency100 - 50 - Read Write100 - 250 - Read Write - Average LatencyCPU - mnasnet100 - 250 - Read WriteCPU - resnet18CPU-v2-v2 - mobilenet-v21000 - 50 - Read Write1 - 50 - Read Write1 - 50 - Read Write - Average LatencyCPU - shufflenet-v2CPU - efficientnet-b01000 - 50 - Read Write - Average LatencyCPU-v3-v3 - mobilenet-v3CPU - vgg161000 - 100 - Read WriteCPU - yolov4-tinyCPU - blazeface1000 - 100 - Read Write - Average Latency1 - 100 - Read Only1000 - 250 - Read Only - Average Latency1000 - 250 - Read Only1 - 100 - Read Only - Average LatencyCPU - squeezenetCPU - mobilenetCPU - alexnet1 - 250 - Read Only - Average Latency100 - 50 - Read Only - Average Latency1 - 250 - Read OnlyCPU - resnet50100 - 250 - Read Only - Average LatencyCPU - googlenet100 - 100 - Read Only - Average Latency100 - 250 - Read Only1000 - 100 - Read Only100 - 100 - Read Only100 - 50 - Read Only1000 - 50 - Read Only1 - 50 - Read Only1000 - 100 - Read Only - Average Latency1000 - 50 - Read Only - Average Latency1 - 50 - Read Only - Average Latency

NCNN Postgres 13pgbench: 1000 - 50 - Read Write - Average Latencypgbench: 1000 - 50 - Read Writepgbench: 1000 - 250 - Read Write - Average Latencypgbench: 1000 - 250 - Read Writepgbench: 1000 - 100 - Read Write - Average Latencypgbench: 1000 - 100 - Read Writencnn: CPU - yolov4-tinyncnn: CPU - resnet50ncnn: CPU - alexnetncnn: CPU - resnet18ncnn: CPU - vgg16ncnn: CPU - googlenetncnn: CPU - blazefacencnn: CPU - efficientnet-b0ncnn: CPU - mnasnetncnn: CPU - shufflenet-v2ncnn: CPU-v3-v3 - mobilenet-v3ncnn: CPU-v2-v2 - mobilenet-v2ncnn: CPU - mobilenetncnn: CPU - squeezenetpgbench: 1000 - 100 - Read Only - Average Latencypgbench: 1000 - 100 - Read Onlypgbench: 1000 - 250 - Read Only - Average Latencypgbench: 1000 - 250 - Read Onlypgbench: 1000 - 50 - Read Only - Average Latencypgbench: 1000 - 50 - Read Onlypgbench: 100 - 250 - Read Write - Average Latencypgbench: 100 - 250 - Read Writepgbench: 100 - 50 - Read Write - Average Latencypgbench: 100 - 50 - Read Writepgbench: 100 - 100 - Read Write - Average Latencypgbench: 100 - 100 - Read Writepgbench: 1 - 250 - Read Write - Average Latencypgbench: 1 - 250 - Read Writepgbench: 1 - 100 - Read Write - Average Latencypgbench: 1 - 100 - Read Writepgbench: 100 - 50 - Read Only - Average Latencypgbench: 100 - 50 - Read Onlypgbench: 100 - 250 - Read Only - Average Latencypgbench: 100 - 250 - Read Onlypgbench: 100 - 100 - Read Only - Average Latencypgbench: 100 - 100 - Read Onlytnn: CPU - MobileNet v2pgbench: 1 - 250 - Read Only - Average Latencypgbench: 1 - 250 - Read Onlypgbench: 1 - 50 - Read Write - Average Latencypgbench: 1 - 50 - Read Writepgbench: 1 - 50 - Read Only - Average Latencypgbench: 1 - 50 - Read Onlypgbench: 1 - 100 - Read Only - Average Latencypgbench: 1 - 100 - Read Onlytnn: CPU - SqueezeNet v1.16220R 2P2313.844362047.102534423.356429034.0485.9210.8724.14102.8057.544.1912.779.199.219.489.9923.1756.690.1646108170.4325794960.09950505255.574450915.180331725.4803948827.808333134.8707430.0955292130.4046193190.1596289620.32277796262.9527950.0786401470.11189976613.711366251.332491422.854438234.5285.7210.7323.96104.8257.424.2312.949.309.439.469.9523.2755.790.1646086250.4405690210.09950540355.723452014.072355723.5714262697.150426138.2567240.0945292610.4056191280.160627632381.0890.32477444763.4077890.0786400950.109919393345.77813.467373349.658505422.825440233.6686.5810.7824.83102.1557.814.2913.139.569.479.7210.3023.5156.080.1646088030.4375732520.09950506058.095434714.754345325.5083927923.623271234.0215270.0945297830.4026223850.160628017387.4660.32078229661.5658130.0786405190.111900997345.947OpenBenchmarking.org

PostgreSQL pgbench

This is a benchmark of PostgreSQL using pgbench for facilitating the database benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1000 - Clients: 50 - Mode: Read Write - Average Latency6220R 2P3248121620SE +/- 0.19, N = 9SE +/- 0.34, N = 9SE +/- 0.30, N = 913.8413.4713.711. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1000 - Clients: 50 - Mode: Read Write6220R 2P328001600240032004000SE +/- 50.03, N = 9SE +/- 86.17, N = 9SE +/- 75.28, N = 93620373336621. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1000 - Clients: 250 - Mode: Read Write - Average Latency6220R 2P321224364860SE +/- 1.47, N = 6SE +/- 0.67, N = 9SE +/- 1.55, N = 947.1049.6651.331. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1000 - Clients: 250 - Mode: Read Write6220R 2P3211002200330044005500SE +/- 159.21, N = 6SE +/- 70.36, N = 9SE +/- 135.22, N = 95344505449141. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1000 - Clients: 100 - Mode: Read Write - Average Latency6220R 2P32612182430SE +/- 0.31, N = 4SE +/- 0.46, N = 9SE +/- 0.08, N = 323.3622.8322.851. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1000 - Clients: 100 - Mode: Read Write6220R 2P329001800270036004500SE +/- 56.62, N = 4SE +/- 90.74, N = 9SE +/- 14.71, N = 34290440243821. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

NCNN

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: yolov4-tiny6220R 2P32816243240SE +/- 0.69, N = 12SE +/- 0.78, N = 6SE +/- 0.69, N = 1234.0433.6634.52MIN: 31.26 / MAX: 78.16MIN: 31.11 / MAX: 80.99MIN: 31.88 / MAX: 76.981. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: resnet506220R 2P3220406080100SE +/- 0.68, N = 12SE +/- 0.99, N = 6SE +/- 0.46, N = 1285.9286.5885.72MIN: 81.34 / MAX: 1417.73MIN: 80.65 / MAX: 1155.83MIN: 81.78 / MAX: 866.281. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: alexnet6220R 2P323691215SE +/- 0.08, N = 12SE +/- 0.14, N = 6SE +/- 0.07, N = 1210.8710.7810.73MIN: 10.41 / MAX: 14.9MIN: 10.45 / MAX: 14.82MIN: 10.42 / MAX: 13.031. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: resnet186220R 2P32612182430SE +/- 0.21, N = 12SE +/- 0.54, N = 6SE +/- 0.21, N = 1124.1424.8323.96MIN: 22.38 / MAX: 78.32MIN: 22.66 / MAX: 73.09MIN: 22.8 / MAX: 84.651. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: vgg166220R 2P3220406080100SE +/- 0.78, N = 12SE +/- 0.89, N = 6SE +/- 0.40, N = 12102.80102.15104.82MIN: 84.67 / MAX: 259.76MIN: 89.11 / MAX: 273.09MIN: 91.31 / MAX: 289.031. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: googlenet6220R 2P321326395265SE +/- 0.28, N = 12SE +/- 0.41, N = 6SE +/- 0.26, N = 1257.5457.8157.42MIN: 55.46 / MAX: 458.06MIN: 55.4 / MAX: 94.13MIN: 55.71 / MAX: 81.841. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: blazeface6220R 2P320.96531.93062.89593.86124.8265SE +/- 0.04, N = 12SE +/- 0.08, N = 6SE +/- 0.03, N = 124.194.294.23MIN: 3.89 / MAX: 42.45MIN: 3.93 / MAX: 8.37MIN: 3.95 / MAX: 6.261. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: efficientnet-b06220R 2P323691215SE +/- 0.12, N = 12SE +/- 0.29, N = 6SE +/- 0.06, N = 1212.7713.1312.94MIN: 11.83 / MAX: 43.9MIN: 11.83 / MAX: 71.59MIN: 12.12 / MAX: 44.831. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: mnasnet6220R 2P323691215SE +/- 0.07, N = 12SE +/- 0.12, N = 5SE +/- 0.06, N = 129.199.569.30MIN: 8.67 / MAX: 27.82MIN: 9.12 / MAX: 11.47MIN: 8.74 / MAX: 28.111. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: shufflenet-v26220R 2P323691215SE +/- 0.08, N = 12SE +/- 0.22, N = 6SE +/- 0.12, N = 129.219.479.43MIN: 8.61 / MAX: 10.89MIN: 8.58 / MAX: 10.95MIN: 8.76 / MAX: 11.381. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU-v3-v3 - Model: mobilenet-v36220R 2P323691215SE +/- 0.07, N = 12SE +/- 0.17, N = 6SE +/- 0.09, N = 129.489.729.46MIN: 8.9 / MAX: 35.25MIN: 8.92 / MAX: 15.71MIN: 8.8 / MAX: 41.141. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU-v2-v2 - Model: mobilenet-v26220R 2P323691215SE +/- 0.08, N = 12SE +/- 0.22, N = 6SE +/- 0.10, N = 129.9910.309.95MIN: 9.31 / MAX: 48.12MIN: 9.3 / MAX: 33.6MIN: 9.19 / MAX: 11.71. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: mobilenet6220R 2P32612182430SE +/- 0.09, N = 12SE +/- 0.21, N = 6SE +/- 0.14, N = 1223.1723.5123.27MIN: 22.61 / MAX: 48.78MIN: 22.93 / MAX: 61.83MIN: 22.51 / MAX: 44.411. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: squeezenet6220R 2P321326395265SE +/- 0.77, N = 12SE +/- 0.68, N = 6SE +/- 0.95, N = 1256.6956.0855.79MIN: 48.25 / MAX: 879.95MIN: 50.11 / MAX: 859.51MIN: 50.4 / MAX: 557.871. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

PostgreSQL pgbench

This is a benchmark of PostgreSQL using pgbench for facilitating the database benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1000 - Clients: 100 - Mode: Read Only - Average Latency6220R 2P320.03690.07380.11070.14760.1845SE +/- 0.000, N = 3SE +/- 0.000, N = 3SE +/- 0.000, N = 30.1640.1640.1641. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1000 - Clients: 100 - Mode: Read Only6220R 2P32130K260K390K520K650KSE +/- 1389.33, N = 3SE +/- 1549.52, N = 3SE +/- 750.97, N = 36108176088036086251. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1000 - Clients: 250 - Mode: Read Only - Average Latency6220R 2P320.0990.1980.2970.3960.495SE +/- 0.002, N = 3SE +/- 0.007, N = 3SE +/- 0.004, N = 30.4320.4370.4401. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1000 - Clients: 250 - Mode: Read Only6220R 2P32120K240K360K480K600KSE +/- 3053.06, N = 3SE +/- 9194.46, N = 3SE +/- 4757.21, N = 35794965732525690211. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1000 - Clients: 50 - Mode: Read Only - Average Latency6220R 2P320.02230.04460.06690.08920.1115SE +/- 0.000, N = 3SE +/- 0.000, N = 3SE +/- 0.000, N = 30.0990.0990.0991. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1000 - Clients: 50 - Mode: Read Only6220R 2P32110K220K330K440K550KSE +/- 466.00, N = 3SE +/- 812.23, N = 3SE +/- 1094.28, N = 35050525050605054031. (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: 250 - Mode: Read Write - Average Latency6220R 2P321326395265SE +/- 0.51, N = 3SE +/- 1.48, N = 15SE +/- 1.09, N = 1555.5758.1055.721. (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: 250 - Mode: Read Write6220R 2P3210002000300040005000SE +/- 41.20, N = 3SE +/- 97.14, N = 15SE +/- 87.11, N = 154509434745201. (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 Latency6220R 2P3248121620SE +/- 0.33, N = 15SE +/- 0.54, N = 15SE +/- 0.19, N = 315.1814.7514.071. (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 Write6220R 2P328001600240032004000SE +/- 70.43, N = 15SE +/- 124.76, N = 15SE +/- 48.14, N = 33317345335571. (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: 100 - Mode: Read Write - Average Latency6220R 2P32612182430SE +/- 0.46, N = 15SE +/- 0.33, N = 3SE +/- 0.38, N = 1225.4825.5123.571. (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: 100 - Mode: Read Write6220R 2P329001800270036004500SE +/- 69.23, N = 15SE +/- 51.38, N = 3SE +/- 69.80, N = 123948392742621. (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: 250 - Mode: Read Write - Average Latency6220R 2P322004006008001000SE +/- 48.84, N = 15SE +/- 8.78, N = 10SE +/- 76.09, N = 12827.81923.62697.151. (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: 250 - Mode: Read Write6220R 2P3290180270360450SE +/- 36.35, N = 15SE +/- 2.48, N = 10SE +/- 56.36, N = 123332714261. (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: 100 - Mode: Read Write - Average Latency6220R 2P3250100150200250SE +/- 0.53, N = 3SE +/- 31.73, N = 12SE +/- 0.72, N = 3134.87234.02138.261. (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: 100 - Mode: Read Write6220R 2P32160320480640800SE +/- 2.97, N = 3SE +/- 66.83, N = 12SE +/- 3.80, N = 37435277241. (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 Latency6220R 2P320.02140.04280.06420.08560.107SE +/- 0.000, N = 3SE +/- 0.000, N = 3SE +/- 0.000, N = 30.0950.0940.0941. (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 Only6220R 2P32110K220K330K440K550KSE +/- 830.17, N = 3SE +/- 122.04, N = 3SE +/- 811.33, N = 35292135297835292611. (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: 250 - Mode: Read Only - Average Latency6220R 2P320.09110.18220.27330.36440.4555SE +/- 0.002, N = 3SE +/- 0.003, N = 3SE +/- 0.002, N = 30.4040.4020.4051. (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: 250 - Mode: Read Only6220R 2P32130K260K390K520K650KSE +/- 2959.46, N = 3SE +/- 3862.57, N = 3SE +/- 3164.52, N = 36193196223856191281. (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: 100 - Mode: Read Only - Average Latency6220R 2P320.0360.0720.1080.1440.18SE +/- 0.001, N = 3SE +/- 0.001, N = 3SE +/- 0.000, N = 30.1590.1600.1601. (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: 100 - Mode: Read Only6220R 2P32130K260K390K520K650KSE +/- 3379.32, N = 3SE +/- 2969.80, N = 3SE +/- 2142.81, N = 36289626280176276321. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

TNN

TNN is an open-source deep learning reasoning framework developed by Tencent. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: MobileNet v23280160240320400SE +/- 3.37, N = 3SE +/- 1.51, N = 3387.47381.09MIN: 377.31 / MAX: 554.07MIN: 376.85 / MAX: 573.681. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl

PostgreSQL pgbench

This is a benchmark of PostgreSQL using pgbench for facilitating the database benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 250 - Mode: Read Only - Average Latency6220R 2P320.07290.14580.21870.29160.3645SE +/- 0.005, N = 3SE +/- 0.002, N = 3SE +/- 0.004, N = 30.3220.3200.3241. (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: 250 - Mode: Read Only6220R 2P32200K400K600K800K1000KSE +/- 11527.76, N = 3SE +/- 4076.73, N = 3SE +/- 8768.63, N = 37779627822967744471. (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 Latency6220R 2P321428425670SE +/- 0.37, N = 3SE +/- 0.57, N = 3SE +/- 0.60, N = 362.9561.5763.411. (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 Write6220R 2P322004006008001000SE +/- 4.67, N = 3SE +/- 7.54, N = 3SE +/- 7.39, N = 37958137891. (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 Latency6220R 2P320.01760.03520.05280.07040.088SE +/- 0.000, N = 3SE +/- 0.000, N = 3SE +/- 0.000, N = 30.0780.0780.0781. (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 Only6220R 2P32140K280K420K560K700KSE +/- 105.30, N = 3SE +/- 150.85, N = 3SE +/- 489.94, N = 36401476405196400951. (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: 100 - Mode: Read Only - Average Latency6220R 2P320.0250.050.0750.10.125SE +/- 0.001, N = 3SE +/- 0.001, N = 3SE +/- 0.001, N = 30.1110.1110.1091. (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: 100 - Mode: Read Only6220R 2P32200K400K600K800K1000KSE +/- 5164.98, N = 3SE +/- 5122.70, N = 3SE +/- 3731.23, N = 38997669009979193931. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

TNN

TNN is an open-source deep learning reasoning framework developed by Tencent. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: SqueezeNet v1.13280160240320400SE +/- 0.05, N = 3SE +/- 0.05, N = 3345.95345.78MIN: 345.27 / MAX: 354.41MIN: 345.28 / MAX: 351.251. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl

52 Results Shown

PostgreSQL pgbench:
  1000 - 50 - Read Write - Average Latency
  1000 - 50 - Read Write
  1000 - 250 - Read Write - Average Latency
  1000 - 250 - Read Write
  1000 - 100 - Read Write - Average Latency
  1000 - 100 - Read Write
NCNN:
  CPU - yolov4-tiny
  CPU - resnet50
  CPU - alexnet
  CPU - resnet18
  CPU - vgg16
  CPU - googlenet
  CPU - blazeface
  CPU - efficientnet-b0
  CPU - mnasnet
  CPU - shufflenet-v2
  CPU-v3-v3 - mobilenet-v3
  CPU-v2-v2 - mobilenet-v2
  CPU - mobilenet
  CPU - squeezenet
PostgreSQL pgbench:
  1000 - 100 - Read Only - Average Latency
  1000 - 100 - Read Only
  1000 - 250 - Read Only - Average Latency
  1000 - 250 - Read Only
  1000 - 50 - Read Only - Average Latency
  1000 - 50 - Read Only
  100 - 250 - Read Write - Average Latency
  100 - 250 - Read Write
  100 - 50 - Read Write - Average Latency
  100 - 50 - Read Write
  100 - 100 - Read Write - Average Latency
  100 - 100 - Read Write
  1 - 250 - Read Write - Average Latency
  1 - 250 - Read Write
  1 - 100 - Read Write - Average Latency
  1 - 100 - Read Write
  100 - 50 - Read Only - Average Latency
  100 - 50 - Read Only
  100 - 250 - Read Only - Average Latency
  100 - 250 - Read Only
  100 - 100 - Read Only - Average Latency
  100 - 100 - Read Only
TNN
PostgreSQL pgbench:
  1 - 250 - Read Only - Average Latency
  1 - 250 - Read Only
  1 - 50 - Read Write - Average Latency
  1 - 50 - Read Write
  1 - 50 - Read Only - Average Latency
  1 - 50 - Read Only
  1 - 100 - Read Only - Average Latency
  1 - 100 - Read Only
TNN