From 0d9e665d3b626235c4fb524d62abadcce4727de6 Mon Sep 17 00:00:00 2001 From: daquexian Date: Wed, 18 Sep 2019 18:25:19 +0800 Subject: [PATCH] Update benchmark in README --- README.md | 6 ++++++ images/DNNLibrary-huaweihonorv10.png | Bin 0 -> 39102 bytes images/DNNLibrary-oneplus6t.png | Bin 0 -> 41916 bytes images/DNNLibrary-rk3399.png | Bin 0 -> 39502 bytes 4 files changed, 6 insertions(+) create mode 100644 images/DNNLibrary-huaweihonorv10.png create mode 100644 images/DNNLibrary-oneplus6t.png create mode 100644 images/DNNLibrary-rk3399.png diff --git a/README.md b/README.md index c7f4587..9bdc904 100644 --- a/README.md +++ b/README.md @@ -135,6 +135,12 @@ However we are also far from maturity comparing to TF Lite. At least we are an a ## Benchmark +We benchmarked DNNLibrary against two popular frameworks, [NCNN](https://github.com/Tencent/ncnn) and [MNN](https://github.com/alibaba/MNN). DNNLibrary shows promising results on three devices. (Note: GoogleNet fails to convert on MNN so the corresponding latency is blank.) + +![Benchmark on RK3399](./images/DNNLibrary-rk3399.png) +![Benchmark on OnePlus 6T](./images/DNNLibrary-oneplus6t.png) +![Benchmark on Huawei Honor V10](./images/DNNLibrary-huaweihonorv10.png) + device | model | time :---:|:---:|:---: Google Pixel, API 28 | MobileNet v2 | 132.95ms diff --git a/images/DNNLibrary-huaweihonorv10.png b/images/DNNLibrary-huaweihonorv10.png new file mode 100644 index 0000000000000000000000000000000000000000..5a870081ba22885afa65fe03f1883880e8894aa8 GIT binary patch literal 39102 zcmdqJc{G+^|37+ZA}UEFDp5(wSTYX@MI~b-5mGXbnTG~Kq?9y~Au>-5W|A?=P^Kbe z$dpJ_WH_(w^ZcIYS!ey$S>LtJIe(mEtU2Fc+#B>z`s}89X{zuQ5%@Ze>62bKjrYE zxRa8ela}o{Cl_M}Gs@c7$(TQIa^t_>h`c$=tf0uvq{Fl$>#APZ+I7!$l3()b z9N^z^%slC3lYVU+yLH70Yt?1_Ok0wb0@Los-qo~hY|EizTABTJ?(en|iLT)LD(ABA zl@}Vd_UC_+7$~kEc=SlZQFfr?`u3}9w{nvo5mVNLHNFAlr@HAL8x#4t_0iNsaq;I| zXyD>2O!sAYloww)`|JPdH{IGJCbl6$&}hFin_%jlJL~)U`tC`tdVdMuEaUR~`{%Oi 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