starfive-2-ncnn

SiFive RISC-V testing with a StarFive VisionFive V2 and softpipe 8GB on Debian 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 2403129-NE-STARFIVE229
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Result
Identifier
Performance Per
Dollar
Date
Run
  Test
  Duration
SiFive RISC-V - softpipe 8GB - StarFive VisionFive V2
March 12
 
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starfive-2-ncnnOpenBenchmarking.orgPhoronix Test SuiteSiFive RISC-V @ 1.50GHz (4 Cores)StarFive VisionFive V28GB32GB SD32Gsoftpipe 8GBDebian5.15.0-starfive (riscv64)GNOME Shell 43.1X Server 1.21.1.5 + Wayland3.3 Mesa 22.3.5 (git-4f0ff776ff)OpenCL 3.01.3.225GCC 12.2.0 + Clang 14.0.6ext41920x1080ProcessorMotherboardMemoryDiskGraphicsOSKernelDesktopDisplay ServerOpenGLOpenCLVulkanCompilerFile-SystemScreen ResolutionStarfive-2-ncnn BenchmarksSystem Logs- MESA_LOADER_DRIVER_OVERRIDE=pvr- --build=riscv64-linux-gnu --disable-libitm --disable-libquadmath --disable-libquadmath-support --disable-multilib --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-nls --enable-objc-gc=auto --enable-plugin --enable-shared --enable-threads=posix --host=riscv64-linux-gnu --program-prefix=riscv64-linux-gnu- --target=riscv64-linux-gnu --with-abi=lp64d --with-arch=rv64gc --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-target-system-zlib=auto -v - Scaling Governor: cpufreq-dt ondemand

starfive-2-ncnnncnn: 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 - FastestDetSiFive RISC-V - softpipe 8GB - StarFive VisionFive V2617.90174.22166.1385.16189.98341.9225.32505.862341.12397.49292.111189.86793.36347.41227.1714223.13111.04617.98174.22165.7983.96190.16341.8125.36505.452336.29415.10290.721189.83796.46347.49227.6314234.59107.60OpenBenchmarking.org

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 20230517Target: CPU - Model: mobilenetSiFive RISC-V - softpipe 8GB - StarFive VisionFive V2130260390520650SE +/- 0.28, N = 3617.90MIN: 615.1 / MAX: 665.431. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -latomic

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU-v2-v2 - Model: mobilenet-v2SiFive RISC-V - softpipe 8GB - StarFive VisionFive V24080120160200SE +/- 0.04, N = 3174.22MIN: 173.26 / MAX: 231.011. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -latomic

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU-v3-v3 - Model: mobilenet-v3SiFive RISC-V - softpipe 8GB - StarFive VisionFive V24080120160200SE +/- 0.14, N = 3166.13MIN: 165.07 / MAX: 198.931. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -latomic

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: shufflenet-v2SiFive RISC-V - softpipe 8GB - StarFive VisionFive V220406080100SE +/- 1.37, N = 385.16MIN: 82.98 / MAX: 455.491. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -latomic

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: mnasnetSiFive RISC-V - softpipe 8GB - StarFive VisionFive V24080120160200SE +/- 0.11, N = 3189.98MIN: 188.48 / MAX: 233.961. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -latomic

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: efficientnet-b0SiFive RISC-V - softpipe 8GB - StarFive VisionFive V270140210280350SE +/- 0.28, N = 3341.92MIN: 340.2 / MAX: 388.981. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -latomic

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: blazefaceSiFive RISC-V - softpipe 8GB - StarFive VisionFive V2612182430SE +/- 0.01, N = 325.32MIN: 25.04 / MAX: 26.531. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -latomic

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: googlenetSiFive RISC-V - softpipe 8GB - StarFive VisionFive V2110220330440550SE +/- 0.25, N = 3505.86MIN: 502.53 / MAX: 542.021. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -latomic

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: vgg16SiFive RISC-V - softpipe 8GB - StarFive VisionFive V25001000150020002500SE +/- 4.81, N = 32341.12MIN: 2319.42 / MAX: 4031.221. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -latomic

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: resnet18SiFive RISC-V - softpipe 8GB - StarFive VisionFive V290180270360450SE +/- 0.46, N = 3397.49MIN: 394.94 / MAX: 438.871. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -latomic

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: alexnetSiFive RISC-V - softpipe 8GB - StarFive VisionFive V260120180240300SE +/- 0.55, N = 3292.11MIN: 287.27 / MAX: 346.241. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -latomic

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: resnet50SiFive RISC-V - softpipe 8GB - StarFive VisionFive V230060090012001500SE +/- 0.75, N = 31189.86MIN: 1183.45 / MAX: 1363.411. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -latomic

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: yolov4-tinySiFive RISC-V - softpipe 8GB - StarFive VisionFive V22004006008001000SE +/- 0.31, N = 3793.36MIN: 788.83 / MAX: 837.991. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -latomic

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: squeezenet_ssdSiFive RISC-V - softpipe 8GB - StarFive VisionFive V280160240320400SE +/- 0.20, N = 3347.41MIN: 345.28 / MAX: 382.851. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -latomic

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: regnety_400mSiFive RISC-V - softpipe 8GB - StarFive VisionFive V250100150200250SE +/- 0.11, N = 3227.17MIN: 225.93 / MAX: 267.841. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -latomic

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: vision_transformerSiFive RISC-V - softpipe 8GB - StarFive VisionFive V23K6K9K12K15KSE +/- 2.69, N = 314223.13MIN: 14195.19 / MAX: 14409.91. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -latomic

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: FastestDetSiFive RISC-V - softpipe 8GB - StarFive VisionFive V220406080100SE +/- 3.54, N = 3111.04MIN: 106.87 / MAX: 1016.261. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -latomic

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: mobilenetSiFive RISC-V - softpipe 8GB - StarFive VisionFive V2130260390520650SE +/- 0.39, N = 3617.98MIN: 615.32 / MAX: 656.981. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -latomic

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2SiFive RISC-V - softpipe 8GB - StarFive VisionFive V24080120160200SE +/- 0.03, N = 3174.22MIN: 173.16 / MAX: 219.311. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -latomic

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3SiFive RISC-V - softpipe 8GB - StarFive VisionFive V24080120160200SE +/- 0.20, N = 3165.79MIN: 164.71 / MAX: 198.911. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -latomic

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: shufflenet-v2SiFive RISC-V - softpipe 8GB - StarFive VisionFive V220406080100SE +/- 0.04, N = 383.96MIN: 83.18 / MAX: 124.131. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -latomic

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: mnasnetSiFive RISC-V - softpipe 8GB - StarFive VisionFive V24080120160200SE +/- 0.02, N = 3190.16MIN: 188.97 / MAX: 239.251. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -latomic

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: efficientnet-b0SiFive RISC-V - softpipe 8GB - StarFive VisionFive V270140210280350SE +/- 0.25, N = 3341.81MIN: 340.09 / MAX: 403.971. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -latomic

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: blazefaceSiFive RISC-V - softpipe 8GB - StarFive VisionFive V2612182430SE +/- 0.02, N = 325.36MIN: 25.1 / MAX: 26.521. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -latomic

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: googlenetSiFive RISC-V - softpipe 8GB - StarFive VisionFive V2110220330440550SE +/- 0.52, N = 3505.45MIN: 502.39 / MAX: 542.521. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -latomic

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: vgg16SiFive RISC-V - softpipe 8GB - StarFive VisionFive V25001000150020002500SE +/- 0.72, N = 32336.29MIN: 2318.8 / MAX: 2467.341. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -latomic

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: resnet18SiFive RISC-V - softpipe 8GB - StarFive VisionFive V290180270360450SE +/- 8.55, N = 3415.10MIN: 395.08 / MAX: 1998.671. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -latomic

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: alexnetSiFive RISC-V - softpipe 8GB - StarFive VisionFive V260120180240300SE +/- 0.25, N = 3290.72MIN: 287.59 / MAX: 329.481. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -latomic

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: resnet50SiFive RISC-V - softpipe 8GB - StarFive VisionFive V230060090012001500SE +/- 0.64, N = 31189.83MIN: 1183.19 / MAX: 1351.051. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -latomic

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: yolov4-tinySiFive RISC-V - softpipe 8GB - StarFive VisionFive V22004006008001000SE +/- 2.14, N = 3796.46MIN: 789.08 / MAX: 842.271. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -latomic

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: squeezenet_ssdSiFive RISC-V - softpipe 8GB - StarFive VisionFive V280160240320400SE +/- 0.11, N = 3347.49MIN: 345.53 / MAX: 402.841. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -latomic

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: regnety_400mSiFive RISC-V - softpipe 8GB - StarFive VisionFive V250100150200250SE +/- 0.50, N = 3227.63MIN: 225.75 / MAX: 482.451. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -latomic

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: vision_transformerSiFive RISC-V - softpipe 8GB - StarFive VisionFive V23K6K9K12K15KSE +/- 8.20, N = 314234.59MIN: 14189.65 / MAX: 14403.951. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -latomic

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: FastestDetSiFive RISC-V - softpipe 8GB - StarFive VisionFive V220406080100SE +/- 0.12, N = 3107.60MIN: 106.79 / MAX: 161.921. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -latomic