paddle_reparameterization

PaddlePaddle implementation of Re-parameterization. This repo is built on the basis of PaddleClas framework.

Benchmark

Model	Acc Top1	Download
MobileOne-S0	70.30	Link extract:3him

• MobileOne refers to the paper

Prepare

• Install dependencies

pip install -r requirements.txt

• Prepare Dataset

Download ImageNet1k

Training

• Single card training

python train.py -c  configs/MobileOne/MobileOne.yaml

• Distributed multi-card training

CUDA_VISIBLE_DEVICES=0,1,2,3 python3.7 -m paddle.distributed.launch --log_dir=log --gpus 0,1,2,3 tools/train.py -c configs/MobileOne/MobileOne.yaml

Evaluation

python eval.py -c  configs/MobileOne/MobileOne.yaml

Export

python3.7 export_model.py -c configs/MobileOne/MobileOne_S0.yaml -o Global.pretrained_model=mobileone_s0 -o Global.save_inference_dir=outpu