Skip to content

Files

Latest commit

0c4dea3 · Nov 6, 2020

History

History
This branch is 204 commits behind wang-xinyu/tensorrtx:master.

senet

Folders and files

NameName
Last commit message
Last commit date

parent directory

..
Nov 6, 2020
Nov 6, 2020
Nov 6, 2020
Nov 6, 2020

SENet

An implementation of SENet, proposed in Squeeze-and-Excitation Networks by Jie Hu, Li Shen, Samuel Albanie, Gang Sun, Enhua Wu

https://arxiv.org/abs/1709.01507

For the Pytorch implementation, you can refer to wang-xinyu/senet.pytorch, which is forked from moskomule/senet.pytorch.

// 1. generate se_resnet50.wts from [wang-xinyu/senet.pytorch](https://github.com/wang-xinyu/senet.pytorch)

// 2. put se_resnet50.wts into tensorrtx/senet

// 3. build and run

cd tensorrtx/senet

mkdir build

cd build

cmake ..

make

sudo ./se_resnet -s   // serialize model to plan file i.e. 'se_resnet50.engine'

sudo ./se_resnet -d   // deserialize plan file and run inference

// 4. see if the output is same as [wang-xinyu/senet.pytorch]