Network In Network by chainer
Network In Network
git clone git@github.com:amazarashi/network_in_network.git
cd ./network_in_network
python main.py -g 1
Cifar10 (link)
| accuracy(%) | |
|---|---|
| paper | 91.10 |
| my experiment | 90.97 |
※For my experiment, i adjust optimizer's learning rate to 0.07 and scheduled on 150-epoch and 225-epoch to mutiply 10% to learning rate
optimizer: MomentumSGD
- weight decay : 1.0e-4
- momentum : 0.9
- schedule[default:0.07,150:0.007,225:0.0007]
