new ts

AMD Ryzen Threadripper 3990X 64-Core testing with a Gigabyte TRX40 AORUS PRO WIFI (F4p BIOS) and AMD Radeon RX 5700 8GB on Ubuntu 22.04 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 2208196-NE-NEWTS190909
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A
August 18 2022
  2 Days, 22 Hours, 11 Minutes
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August 19 2022
  19 Hours, 33 Minutes
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August 19 2022
  19 Hours, 33 Minutes
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new tsOpenBenchmarking.orgPhoronix Test SuiteAMD Ryzen Threadripper 3990X 64-Core @ 2.90GHz (64 Cores / 128 Threads)Gigabyte TRX40 AORUS PRO WIFI (F4p BIOS)AMD Starship/Matisse128GBSamsung SSD 970 EVO Plus 500GBAMD Radeon RX 5700 8GB (1750/875MHz)AMD Navi 10 HDMI AudioDELL P2415QIntel I211 + Intel Wi-Fi 6 AX200Ubuntu 22.045.19.0-051900rc7-generic (x86_64)GNOME Shell 42.2X Server + Wayland4.6 Mesa 22.0.1 (LLVM 13.0.1 DRM 3.47)1.2.204GCC 11.2.0ext43840x2160ProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerOpenGLVulkanCompilerFile-SystemScreen ResolutionNew Ts PerformanceSystem Logs- Transparent Huge Pages: madvise- --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-serialization=2 --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-11-gBFGDP/gcc-11-11.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-11-gBFGDP/gcc-11-11.2.0/debian/tmp-gcn/usr --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-build-config=bootstrap-lto-lean --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 - Scaling Governor: acpi-cpufreq schedutil (Boost: Enabled) - CPU Microcode: 0x8301039- itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Mitigation of untrained return thunk; SMT enabled with STIBP protection + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional STIBP: always-on RSB filling + srbds: Not affected + tsx_async_abort: Not affected

ABCResult OverviewPhoronix Test Suite100%102%104%107%RedisMobile Neural NetworkNCNN

new tsredis: GET - 50redis: SET - 50redis: GET - 500redis: LPOP - 50redis: SADD - 50redis: SET - 500redis: GET - 1000redis: LPOP - 500redis: LPUSH - 50redis: SADD - 500redis: SET - 1000redis: LPOP - 1000redis: LPUSH - 500redis: SADD - 1000redis: LPUSH - 1000mnn: 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: CPU - vision_transformerncnn: CPU - FastestDetncnn: 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_400mncnn: Vulkan GPU - vision_transformerncnn: Vulkan GPU - FastestDetABC2469009.921752688.121735192.352498183.81947375.171338680.821668219.581916702.631564561.871550371.421329224.631180993.501227521.851497193.501220257.962.4213.98226.9097.3135.0304.33327.03031.0419.2017.9418.5218.1023.869.3735.1050.0124.0617.9944.6340.7034.8368.87147.5520.71409.96163.75164.8397.43182.91306.2143.88447.411585.62291.61351.09814.60531.51316.70281.095699.2298.492128422.251770758.1216446041558194.251956880.881319110.881697526.251162784.51585970.621455206.51245858.121152163.2512550741501072.3812373322.454.05624.9136.6534.8994.07228.46234.5618.1717.3818.2117.3523.499.3935.4549.2522.518.0743.8641.1235.6268.65148.5123.24410.49160.38155.32102.29178.89309.6943.97442.911574.35291.76351.98814.71513.97321.74275.065705.84101.222100667.751743710.51649541.251515224.51960093.51274362.751653373.1211776001576320.881516465.381321178.381153624.251237737.881519118.381226720.122.4584.23824.4937.3215.1523.89627.96733.0418.4316.2618.3517.5822.528.7635.8449.6123.4217.6944.7339.5636.7468.85147.5324.91410.09163.37155.83101.49181.77310.9443.09452.631578.87292.7352.81814.64516.33338.4264.945709.48101.12OpenBenchmarking.org

Redis

Redis is an open-source in-memory data structure store, used as a database, cache, and message broker. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 7.0.4Test: GET - Parallel Connections: 50ABC500K1000K1500K2000K2500KSE +/- 17359.14, N = 32469009.922128422.252100667.751. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3
OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 7.0.4Test: GET - Parallel Connections: 50ABC400K800K1200K1600K2000KMin: 2435029.5 / Avg: 2469009.92 / Max: 24921661. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 7.0.4Test: SET - Parallel Connections: 50ABC400K800K1200K1600K2000KSE +/- 14504.57, N = 31752688.121770758.121743710.501. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3
OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 7.0.4Test: SET - Parallel Connections: 50ABC300K600K900K1200K1500KMin: 1723742 / Avg: 1752688.12 / Max: 1768816.251. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 7.0.4Test: GET - Parallel Connections: 500ABC400K800K1200K1600K2000KSE +/- 29524.90, N = 151735192.351644604.001649541.251. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3
OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 7.0.4Test: GET - Parallel Connections: 500ABC300K600K900K1200K1500KMin: 1549022.5 / Avg: 1735192.35 / Max: 18500351. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 7.0.4Test: LPOP - Parallel Connections: 50ABC500K1000K1500K2000K2500KSE +/- 32340.71, N = 32498183.801558194.251515224.501. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3
OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 7.0.4Test: LPOP - Parallel Connections: 50ABC400K800K1200K1600K2000KMin: 2436216 / Avg: 2498183.83 / Max: 2545222.51. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 7.0.4Test: SADD - Parallel Connections: 50ABC400K800K1200K1600K2000KSE +/- 12303.47, N = 31947375.171956880.881960093.501. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3
OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 7.0.4Test: SADD - Parallel Connections: 50ABC300K600K900K1200K1500KMin: 1922791.25 / Avg: 1947375.17 / Max: 1960588.751. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 7.0.4Test: SET - Parallel Connections: 500ABC300K600K900K1200K1500KSE +/- 17762.03, N = 121338680.821319110.881274362.751. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3
OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 7.0.4Test: SET - Parallel Connections: 500ABC200K400K600K800K1000KMin: 1239824.88 / Avg: 1338680.82 / Max: 1458134.621. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 7.0.4Test: GET - Parallel Connections: 1000ABC400K800K1200K1600K2000KSE +/- 3728.73, N = 31668219.581697526.251653373.121. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3
OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 7.0.4Test: GET - Parallel Connections: 1000ABC300K600K900K1200K1500KMin: 1663156.12 / Avg: 1668219.58 / Max: 1675492.751. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 7.0.4Test: LPOP - Parallel Connections: 500ABC400K800K1200K1600K2000KSE +/- 7169.32, N = 31916702.631162784.501177600.001. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3
OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 7.0.4Test: LPOP - Parallel Connections: 500ABC300K600K900K1200K1500KMin: 1903201 / Avg: 1916702.63 / Max: 19276341. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 7.0.4Test: LPUSH - Parallel Connections: 50ABC300K600K900K1200K1500KSE +/- 17781.41, N = 31564561.871585970.621576320.881. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3
OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 7.0.4Test: LPUSH - Parallel Connections: 50ABC300K600K900K1200K1500KMin: 1533440.62 / Avg: 1564561.87 / Max: 1595026.751. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 7.0.4Test: SADD - Parallel Connections: 500ABC300K600K900K1200K1500KSE +/- 17244.14, N = 151550371.421455206.501516465.381. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3
OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 7.0.4Test: SADD - Parallel Connections: 500ABC300K600K900K1200K1500KMin: 1454613.88 / Avg: 1550371.42 / Max: 1636369.121. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 7.0.4Test: SET - Parallel Connections: 1000ABC300K600K900K1200K1500KSE +/- 15024.63, N = 31329224.631245858.121321178.381. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3
OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 7.0.4Test: SET - Parallel Connections: 1000ABC200K400K600K800K1000KMin: 1299255.62 / Avg: 1329224.63 / Max: 1346109.881. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 7.0.4Test: LPOP - Parallel Connections: 1000ABC300K600K900K1200K1500KSE +/- 9918.56, N = 31180993.501152163.251153624.251. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3
OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 7.0.4Test: LPOP - Parallel Connections: 1000ABC200K400K600K800K1000KMin: 1170369.88 / Avg: 1180993.5 / Max: 1200813.51. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 7.0.4Test: LPUSH - Parallel Connections: 500ABC300K600K900K1200K1500KSE +/- 13741.04, N = 41227521.851255074.001237737.881. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3
OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 7.0.4Test: LPUSH - Parallel Connections: 500ABC200K400K600K800K1000KMin: 1188742.75 / Avg: 1227521.85 / Max: 1253312.381. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 7.0.4Test: SADD - Parallel Connections: 1000ABC300K600K900K1200K1500KSE +/- 14869.73, N = 31497193.501501072.381519118.381. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3
OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 7.0.4Test: SADD - Parallel Connections: 1000ABC300K600K900K1200K1500KMin: 1471772.12 / Avg: 1497193.5 / Max: 1523269.881. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 7.0.4Test: LPUSH - Parallel Connections: 1000ABC300K600K900K1200K1500KSE +/- 8065.25, N = 31220257.961237332.001226720.121. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3
OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 7.0.4Test: LPUSH - Parallel Connections: 1000ABC200K400K600K800K1000KMin: 1208924.25 / Avg: 1220257.96 / Max: 1235864.881. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

Mobile Neural Network

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2.0Model: mobilenetV3ABC0.55311.10621.65932.21242.7655SE +/- 0.015, N = 32.4212.4502.458MIN: 2.35 / MAX: 2.53MIN: 2.39 / MAX: 2.53MIN: 2.4 / MAX: 2.541. (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
OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2.0Model: mobilenetV3ABC246810Min: 2.39 / Avg: 2.42 / Max: 2.441. (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 2.0Model: squeezenetv1.1ABC0.95361.90722.86083.81444.768SE +/- 0.070, N = 33.9824.0564.238MIN: 3.76 / MAX: 4.48MIN: 3.91 / MAX: 4.21MIN: 4.02 / MAX: 4.441. (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 2.0Model: squeezenetv1.1ABC246810Min: 3.86 / Avg: 3.98 / Max: 4.11. (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 2.0Model: resnet-v2-50ABC612182430SE +/- 1.35, N = 326.9124.9124.49MIN: 23.5 / MAX: 29.58MIN: 23.73 / MAX: 26.99MIN: 23.77 / MAX: 25.731. (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 2.0Model: resnet-v2-50ABC612182430Min: 24.2 / Avg: 26.91 / Max: 28.281. (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 2.0Model: SqueezeNetV1.0ABC246810SE +/- 0.236, N = 37.3136.6537.321MIN: 6.32 / MAX: 9.01MIN: 6.36 / MAX: 7.04MIN: 6.52 / MAX: 8.621. (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 2.0Model: SqueezeNetV1.0ABC3691215Min: 6.84 / Avg: 7.31 / Max: 7.61. (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 2.0Model: MobileNetV2_224ABC1.15922.31843.47764.63685.796SE +/- 0.095, N = 35.0304.8995.152MIN: 4.62 / MAX: 5.6MIN: 4.71 / MAX: 5.28MIN: 4.85 / MAX: 5.721. (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 2.0Model: MobileNetV2_224ABC246810Min: 4.84 / Avg: 5.03 / Max: 5.131. (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 2.0Model: mobilenet-v1-1.0ABC0.97491.94982.92473.89964.8745SE +/- 0.216, N = 34.3334.0723.896MIN: 3.81 / MAX: 5.2MIN: 3.77 / MAX: 4.36MIN: 3.77 / MAX: 4.251. (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 2.0Model: mobilenet-v1-1.0ABC246810Min: 3.92 / Avg: 4.33 / Max: 4.661. (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 2.0Model: inception-v3ABC714212835SE +/- 0.13, N = 327.0328.4627.97MIN: 26.11 / MAX: 28.32MIN: 27 / MAX: 30.52MIN: 27.1 / MAX: 28.881. (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 2.0Model: inception-v3ABC612182430Min: 26.77 / Avg: 27.03 / Max: 27.211. (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

NCNN is a high performance neural network inference framework optimized for mobile and other platforms developed by Tencent. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: CPU - Model: mobilenetABC816243240SE +/- 0.52, N = 1231.0434.5633.04MIN: 25.81 / MAX: 98.98MIN: 28.25 / MAX: 40.74MIN: 28.08 / MAX: 38.511. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: CPU - Model: mobilenetABC714212835Min: 27.9 / Avg: 31.04 / Max: 33.661. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: CPU-v2-v2 - Model: mobilenet-v2ABC510152025SE +/- 0.77, N = 1219.2018.1718.43MIN: 13.79 / MAX: 87.76MIN: 14.86 / MAX: 22.26MIN: 14.44 / MAX: 23.711. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: CPU-v2-v2 - Model: mobilenet-v2ABC510152025Min: 14.67 / Avg: 19.2 / Max: 22.791. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: CPU-v3-v3 - Model: mobilenet-v3ABC48121620SE +/- 0.69, N = 1217.9417.3816.26MIN: 13.14 / MAX: 70.28MIN: 13.91 / MAX: 21.37MIN: 13.19 / MAX: 21.281. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: CPU-v3-v3 - Model: mobilenet-v3ABC510152025Min: 13.87 / Avg: 17.94 / Max: 20.531. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: CPU - Model: shufflenet-v2ABC510152025SE +/- 0.40, N = 1218.5218.2118.35MIN: 15.24 / MAX: 90.43MIN: 16.1 / MAX: 20.54MIN: 15.78 / MAX: 24.331. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: CPU - Model: shufflenet-v2ABC510152025Min: 15.89 / Avg: 18.52 / Max: 20.121. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: CPU - Model: mnasnetABC48121620SE +/- 0.74, N = 1218.1017.3517.58MIN: 13.11 / MAX: 27.2MIN: 13.87 / MAX: 20.12MIN: 13.85 / MAX: 25.161. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: CPU - Model: mnasnetABC510152025Min: 13.67 / Avg: 18.1 / Max: 21.731. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: CPU - Model: efficientnet-b0ABC612182430SE +/- 0.75, N = 1223.8623.4922.52MIN: 18.24 / MAX: 102.92MIN: 19.82 / MAX: 28.54MIN: 18.75 / MAX: 30.561. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: CPU - Model: efficientnet-b0ABC612182430Min: 19.32 / Avg: 23.86 / Max: 27.051. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: CPU - Model: blazefaceABC3691215SE +/- 0.30, N = 129.379.398.76MIN: 7.22 / MAX: 85.02MIN: 8.41 / MAX: 10.53MIN: 7.89 / MAX: 10.251. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: CPU - Model: blazefaceABC3691215Min: 7.39 / Avg: 9.37 / Max: 10.671. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: CPU - Model: googlenetABC816243240SE +/- 0.28, N = 1235.1035.4535.84MIN: 30.11 / MAX: 120.79MIN: 31.96 / MAX: 42.11MIN: 32.46 / MAX: 46.551. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: CPU - Model: googlenetABC816243240Min: 32.58 / Avg: 35.1 / Max: 36.281. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: CPU - Model: vgg16ABC1122334455SE +/- 0.35, N = 1250.0149.2549.61MIN: 45.53 / MAX: 128.33MIN: 46.47 / MAX: 61.53MIN: 47.17 / MAX: 66.281. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: CPU - Model: vgg16ABC1020304050Min: 47.67 / Avg: 50.01 / Max: 52.021. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: CPU - Model: resnet18ABC612182430SE +/- 0.65, N = 1224.0622.5023.42MIN: 19.36 / MAX: 834.71MIN: 20.29 / MAX: 26.85MIN: 21.17 / MAX: 26.391. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: CPU - Model: resnet18ABC612182430Min: 21.46 / Avg: 24.06 / Max: 30.71. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: CPU - Model: alexnetABC48121620SE +/- 0.09, N = 1217.9918.0717.69MIN: 13.86 / MAX: 27.32MIN: 16.92 / MAX: 19.82MIN: 15.41 / MAX: 20.661. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: CPU - Model: alexnetABC510152025Min: 17.3 / Avg: 17.99 / Max: 18.341. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: CPU - Model: resnet50ABC1020304050SE +/- 0.32, N = 1244.6343.8644.73MIN: 38.6 / MAX: 54.54MIN: 38.61 / MAX: 85.93MIN: 39.99 / MAX: 51.731. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: CPU - Model: resnet50ABC918273645Min: 41.7 / Avg: 44.63 / Max: 45.931. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: CPU - Model: yolov4-tinyABC918273645SE +/- 0.19, N = 1240.7041.1239.56MIN: 35.39 / MAX: 64.14MIN: 37.25 / MAX: 53.93MIN: 36.99 / MAX: 51.431. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: CPU - Model: yolov4-tinyABC918273645Min: 39.73 / Avg: 40.7 / Max: 41.621. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: CPU - Model: squeezenet_ssdABC816243240SE +/- 0.23, N = 1234.8335.6236.74MIN: 31.09 / MAX: 92.26MIN: 32.21 / MAX: 47.32MIN: 32.7 / MAX: 67.251. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: CPU - Model: squeezenet_ssdABC816243240Min: 33.68 / Avg: 34.83 / Max: 36.371. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: CPU - Model: regnety_400mABC1530456075SE +/- 0.78, N = 1268.8768.6568.85MIN: 61.34 / MAX: 144.19MIN: 66.39 / MAX: 83.42MIN: 62.84 / MAX: 146.141. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: CPU - Model: regnety_400mABC1326395265Min: 63.67 / Avg: 68.87 / Max: 71.911. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: CPU - Model: vision_transformerABC306090120150SE +/- 0.52, N = 12147.55148.51147.53MIN: 142.34 / MAX: 1041.59MIN: 146.02 / MAX: 164.39MIN: 144.76 / MAX: 159.171. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: CPU - Model: vision_transformerABC306090120150Min: 144.94 / Avg: 147.55 / Max: 151.921. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: CPU - Model: FastestDetABC612182430SE +/- 0.86, N = 1220.7123.2424.91MIN: 15.93 / MAX: 31.05MIN: 17.63 / MAX: 33.51MIN: 16.54 / MAX: 28.921. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: CPU - Model: FastestDetABC612182430Min: 16.92 / Avg: 20.71 / Max: 25.681. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU - Model: mobilenetABC90180270360450SE +/- 1.60, N = 3409.96410.49410.09MIN: 404.05 / MAX: 467.74MIN: 408.57 / MAX: 435MIN: 408.24 / MAX: 426.161. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU - Model: mobilenetABC70140210280350Min: 407.81 / Avg: 409.96 / Max: 413.091. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2ABC4080120160200SE +/- 2.24, N = 3163.75160.38163.37MIN: 139.72 / MAX: 192.58MIN: 139.5 / MAX: 193.18MIN: 141.13 / MAX: 196.251. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2ABC306090120150Min: 159.94 / Avg: 163.75 / Max: 167.711. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3ABC4080120160200SE +/- 0.81, N = 3164.83155.32155.83MIN: 125.38 / MAX: 214.06MIN: 144.2 / MAX: 188.29MIN: 144.44 / MAX: 192.011. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3ABC306090120150Min: 163.79 / Avg: 164.83 / Max: 166.421. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU - Model: shufflenet-v2ABC20406080100SE +/- 0.59, N = 397.43102.29101.49MIN: 85.08 / MAX: 128.16MIN: 98.68 / MAX: 118.03MIN: 96.1 / MAX: 117.721. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU - Model: shufflenet-v2ABC20406080100Min: 96.81 / Avg: 97.43 / Max: 98.611. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU - Model: mnasnetABC4080120160200SE +/- 3.22, N = 3182.91178.89181.77MIN: 171 / MAX: 214.09MIN: 169.54 / MAX: 217.51MIN: 175.83 / MAX: 208.031. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU - Model: mnasnetABC306090120150Min: 177.31 / Avg: 182.91 / Max: 188.461. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU - Model: efficientnet-b0ABC70140210280350SE +/- 3.03, N = 3306.21309.69310.94MIN: 257.3 / MAX: 345.94MIN: 258.46 / MAX: 345.46MIN: 257.08 / MAX: 341.171. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU - Model: efficientnet-b0ABC60120180240300Min: 301.26 / Avg: 306.21 / Max: 311.71. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU - Model: blazefaceABC1020304050SE +/- 0.17, N = 343.8843.9743.09MIN: 28.03 / MAX: 57.23MIN: 30.91 / MAX: 55.93MIN: 31.72 / MAX: 55.771. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU - Model: blazefaceABC918273645Min: 43.55 / Avg: 43.88 / Max: 44.061. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU - Model: googlenetABC100200300400500SE +/- 1.28, N = 3447.41442.91452.63MIN: 415.84 / MAX: 531.22MIN: 411.09 / MAX: 500.51MIN: 409.36 / MAX: 526.351. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU - Model: googlenetABC80160240320400Min: 444.96 / Avg: 447.41 / Max: 449.291. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU - Model: vgg16ABC30060090012001500SE +/- 11.02, N = 31585.621574.351578.87MIN: 1568.23 / MAX: 1610.27MIN: 1572.63 / MAX: 1577.82MIN: 1573.69 / MAX: 1585.161. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU - Model: vgg16ABC30060090012001500Min: 1573.11 / Avg: 1585.62 / Max: 1607.61. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU - Model: resnet18ABC60120180240300SE +/- 0.30, N = 3291.61291.76292.70MIN: 288.98 / MAX: 298.84MIN: 290.27 / MAX: 293.28MIN: 291.43 / MAX: 2971. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU - Model: resnet18ABC50100150200250Min: 291.16 / Avg: 291.61 / Max: 292.181. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU - Model: alexnetABC80160240320400SE +/- 0.21, N = 3351.09351.98352.81MIN: 343.78 / MAX: 356.28MIN: 344.14 / MAX: 355.91MIN: 345.02 / MAX: 355.651. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU - Model: alexnetABC60120180240300Min: 350.8 / Avg: 351.09 / Max: 351.51. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU - Model: resnet50ABC2004006008001000SE +/- 0.28, N = 3814.60814.71814.64MIN: 812.89 / MAX: 818.39MIN: 814.22 / MAX: 818.37MIN: 813.82 / MAX: 819.051. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU - Model: resnet50ABC140280420560700Min: 814.08 / Avg: 814.6 / Max: 815.031. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU - Model: yolov4-tinyABC110220330440550SE +/- 21.83, N = 3531.51513.97516.33MIN: 504.59 / MAX: 586.62MIN: 512.07 / MAX: 518.88MIN: 509.29 / MAX: 518.861. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU - Model: yolov4-tinyABC90180270360450Min: 507.49 / Avg: 531.51 / Max: 575.091. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU - Model: squeezenet_ssdABC70140210280350SE +/- 3.47, N = 3316.70321.74338.40MIN: 275.77 / MAX: 453.58MIN: 278.6 / MAX: 449.6MIN: 279.78 / MAX: 4671. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU - Model: squeezenet_ssdABC60120180240300Min: 312.8 / Avg: 316.7 / Max: 323.621. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU - Model: regnety_400mABC60120180240300SE +/- 11.12, N = 3281.09275.06264.94MIN: 229.29 / MAX: 333.96MIN: 244.2 / MAX: 324.09MIN: 227.59 / MAX: 326.781. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU - Model: regnety_400mABC50100150200250Min: 261.12 / Avg: 281.09 / Max: 299.551. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU - Model: vision_transformerABC12002400360048006000SE +/- 4.26, N = 35699.225705.845709.48MIN: 5539.51 / MAX: 5896.14MIN: 5552.25 / MAX: 5867.93MIN: 5590.1 / MAX: 5882.821. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU - Model: vision_transformerABC10002000300040005000Min: 5691.18 / Avg: 5699.22 / Max: 5705.711. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU - Model: FastestDetABC20406080100SE +/- 1.79, N = 398.49101.22101.12MIN: 70.32 / MAX: 129.14MIN: 92.21 / MAX: 110.44MIN: 94.87 / MAX: 108.841. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU - Model: FastestDetABC20406080100Min: 94.92 / Avg: 98.49 / Max: 100.511. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread