ContextQMD
Back to Mnn

2019 5 7

benchmark/result/2019-5-7.md

3.5.02.4 KB
Original Source

HUAWEI P10

Build Flags: ABI=arm64-v8a OpenMP=ON Vulkan=ON OpenCL=ON
MNN benchmark
Forward type: **CPU** thread=4
--------> Benchmarking... loop = 20
[ - ] resnet-v2-50.mnn            max =  169.670ms  min =  147.007ms  avg =  148.918ms
[ - ] MobileNetV2_224.mnn         max =   23.465ms  min =   19.995ms  avg =   20.839ms
[ - ] mobilenet-v1-1.0.mnn        max =   32.795ms  min =   28.456ms  avg =   30.278ms
[ - ] SqueezeNetV1.0.mnn          max =   44.857ms  min =   39.232ms  avg =   41.224ms
[ - ] vgg16.mnn                   max =  468.540ms  min =  370.753ms  avg =  418.002ms
[ - ] inception-v3.mnn            max =  299.384ms  min =  281.520ms  avg =  289.363ms

MNN benchmark
Forward type: **Vulkan** thread=4
--------> Benchmarking... loop = 20
[ - ] resnet-v2-50.mnn            max =  199.011ms  min =   99.652ms  avg =  127.788ms
[ - ] MobileNetV2_224.mnn         max =   85.072ms  min =   28.088ms  avg =   45.013ms
[ - ] mobilenet-v1-1.0.mnn        max =   63.161ms  min =   20.609ms  avg =   25.864ms
[ - ] SqueezeNetV1.0.mnn          max =  108.128ms  min =   24.628ms  avg =   37.555ms
[ - ] vgg16.mnn                   max =  328.405ms  min =  224.965ms  avg =  235.711ms
[ - ] inception-v3.mnn            max =  336.109ms  min =  141.274ms  avg =  171.693ms

Mi-6

bash
Forward type: **CPU** thread=4
--------> Benchmarking... loop = 50
[ - ] inception-v3.mnn            max =  280.197ms  min =  267.880ms  avg =  272.717ms
[ - ] SqueezeNetV1.0.mnn          max =   43.922ms  min =   43.282ms  avg =   43.593ms
[ - ] mobilenet-v1-1.0.mnn        max =   32.884ms  min =   31.879ms  avg =   32.170ms
[ - ] resnet-v2-50.mnn            max =  174.419ms  min =  165.001ms  avg =  168.081ms
[ - ] MobileNetV2_224.mnn         max =   25.782ms  min =   24.591ms  avg =   24.951ms
[ - ] vgg16.mnn                   max =  453.614ms  min =  429.026ms  avg =  441.147ms


Forward type: **Vulkan** thread=4
--------> Benchmarking... loop = 50
[ - ] inception-v3.mnn            max =  134.313ms  min =   97.950ms  avg =   99.743ms
[ - ] SqueezeNetV1.0.mnn          max =   55.853ms  min =   17.239ms  avg =   19.283ms
[ - ] mobilenet-v1-1.0.mnn        max =   45.814ms  min =   14.008ms  avg =   16.178ms
[ - ] resnet-v2-50.mnn            max =  102.956ms  min =   71.961ms  avg =   75.143ms
[ - ] MobileNetV2_224.mnn         max =   45.197ms  min =   12.486ms  avg =   14.308ms
[ - ] vgg16.mnn                   max =  320.399ms  min =  255.150ms  avg =  261.723ms