starfive2 mnn final

SiFive RISC-V testing with a StarFive VisionFive V2 and starfive 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 2403246-NE-STARFIVE278
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Result
Identifier
Performance Per
Dollar
Date
Run
  Test
  Duration
SiFive RISC-V - starfive - StarFive VisionFive V2
March 23
  6 Days, 15 Hours, 52 Minutes
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starfive2 mnn finalOpenBenchmarking.orgPhoronix Test SuiteSiFive RISC-V @ 1.50GHz (4 Cores)StarFive VisionFive V28GB32GB SD32GstarfiveDebian5.15.0-starfive (riscv64)X Server 1.21.1.5OpenCL 3.01.3.225GCC 12.2.0 + Clang 14.0.6ext41920x1080ProcessorMotherboardMemoryDiskGraphicsOSKernelDisplay ServerOpenCLVulkanCompilerFile-SystemScreen ResolutionStarfive2 Mnn Final BenchmarksSystem Logs- --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

starfive2 mnn finalmnn: nasnetmnn: mobilenetV3mnn: squeezenetv1.1mnn: resnet-v2-50mnn: SqueezeNetV1.0mnn: MobileNetV2_224mnn: mobilenet-v1-1.0mnn: inception-v3SiFive RISC-V - starfive - StarFive VisionFive V2538.56449.328312.0633593.321491.475239.954597.9665590.171OpenBenchmarking.org

Mobile Neural Network

MNN is the Mobile Neural Network as a highly efficient, lightweight deep learning framework developed by Alibaba. This MNN test profile is building the OpenMP / CPU threaded version for processor benchmarking and not any GPU-accelerated test. MNN does allow making use of AVX-512 extensions. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2.1Model: nasnetSiFive RISC-V - starfive - StarFive VisionFive V2120240360480600SE +/- 0.51, N = 3538.56MIN: 536.12 / MAX: 1027.081. (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 2.1Model: mobilenetV3SiFive RISC-V - starfive - StarFive VisionFive V21122334455SE +/- 0.01, N = 349.33MIN: 49.04 / MAX: 59.841. (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 2.1Model: squeezenetv1.1SiFive RISC-V - starfive - StarFive VisionFive V270140210280350SE +/- 0.38, N = 3312.06MIN: 310.21 / MAX: 448.161. (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 2.1Model: resnet-v2-50SiFive RISC-V - starfive - StarFive VisionFive V28001600240032004000SE +/- 3.90, N = 33593.32MIN: 3579.18 / MAX: 3793.721. (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 2.1Model: SqueezeNetV1.0SiFive RISC-V - starfive - StarFive VisionFive V2110220330440550SE +/- 1.16, N = 3491.48MIN: 486.98 / MAX: 638.751. (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 2.1Model: MobileNetV2_224SiFive RISC-V - starfive - StarFive VisionFive V250100150200250SE +/- 0.49, N = 3239.95MIN: 238.8 / MAX: 268.281. (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 2.1Model: mobilenet-v1-1.0SiFive RISC-V - starfive - StarFive VisionFive V2130260390520650SE +/- 1.19, N = 3597.97MIN: 594.97 / MAX: 1178.431. (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 2.1Model: inception-v3SiFive RISC-V - starfive - StarFive VisionFive V212002400360048006000SE +/- 7.52, N = 35590.17MIN: 5559.17 / MAX: 10084.821. (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

8 Results Shown

Mobile Neural Network:
  nasnet
  mobilenetV3
  squeezenetv1.1
  resnet-v2-50
  SqueezeNetV1.0
  MobileNetV2_224
  mobilenet-v1-1.0
  inception-v3