# Designing Network Design Spaces

## Introduction

<!-- [ALGORITHM] -->

```latex
@article{radosavovic2020designing,
    title={Designing Network Design Spaces},
    author={Ilija Radosavovic and Raj Prateek Kosaraju and Ross Girshick and Kaiming He and Piotr Dollár},
    year={2020},
    eprint={2003.13678},
    archivePrefix={arXiv},
    primaryClass={cs.CV}
}
```

## Pretrain model

The pre-trained modles are converted from [model zoo of pycls](https://github.com/facebookresearch/pycls/blob/master/MODEL_ZOO.md).

### ImageNet

|         Model         | Params(M) | Flops(G) | Top-1 (%) | Top-5 (%) | Download |
|:---------------------:|:---------:|:--------:|:---------:|:---------:|:--------:|
| RegNetX-400MF         |   5.16    |   0.41   |   72.55   |   90.91   | [model](https://download.openmmlab.com/mmclassification/v0/regnet/convert/RegNetX-400MF-0db9f35c.pth)|
| RegNetX-800MF         |   7.26    |   0.81   |   75.21   |   92.37   | [model](https://download.openmmlab.com/mmclassification/v0/regnet/convert/RegNetX-800MF-4f9d1e8a.pth)|
| RegNetX-1.6GF         |   9.19    |   1.63   |   77.04   |   93.51   | [model](https://download.openmmlab.com/mmclassification/v0/regnet/convert/RegNetX-1.6GF-cfb32375.pth)|
| RegNetX-3.2GF         |   15.3    |   3.21   |   78.26   |   94.20   | [model](https://download.openmmlab.com/mmclassification/v0/regnet/convert/RegNetX-3.2GF-82c43fd5.pth)|
| RegNetX-4.0GF         |   22.12   |   4.0    |   78.72   |   94.22   | [model](https://download.openmmlab.com/mmclassification/v0/regnet/convert/RegNetX-4.0GF-ef8bb32c.pth)|
| RegNetX-6.4GF         |   26.21   |   6.51   |   79.22   |   94.61   | [model](https://download.openmmlab.com/mmclassification/v0/regnet/convert/RegNetX-6.4GF-6888c0ea.pth)|
| RegNetX-8.0GF         |   39.57   |   8.03   |   79.31   |   94.57   | [model](https://download.openmmlab.com/mmclassification/v0/regnet/convert/RegNetX-8.0GF-cb4c77ec.pth)|
| RegNetX-12GF          |   46.11   |   12.15  |   79.91   |   94.78   | [model](https://download.openmmlab.com/mmclassification/v0/regnet/convert/RegNetX-12GF-0574538f.pth)|

## Results and models

Waiting for adding.