An efficient WideResNet structure implementation in PaddlePaddle

Prerequisites

• Python 3.10+
• PaddlePaddle 2.6.2

Dataset

• ImageNet(2012) dataset

Training

For WideResNet-18 baseline:

bash imagenet_baseline.sh

For efficient EffWideResNet-18:

bash imagenet_efficient.sh

API

To use this efficient model in your project, please refer to the build_resnet api in resnet.py file.