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Update README.md
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leaderj1001 authored Mar 14, 2021
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# Bottleneck Transformers for Visual Recognition

## Update 2021/03/14
- support Multi-head Attention

## Experiments

| Model | Params (M) | Acc (%) |
|:-:|:-:|:-:|
| Model | heads | Params (M) | Acc (%) |
|:-:|:-:|:-:|:-:|
| ResNet50 baseline ([ref](https://github.com/kuangliu/pytorch-cifar)) | 23.5M | 93.62 |
| BoTNet-50 | 18.8M | 95.11% |
| BoTNet-S1-50 | 18.8M | 95.67% |
| BoTNet-S1-59 | 27.5M | 95.98% |
| BoTNet-S1-77 | 44.9M | wip |
| BoTNet-50 | 1 | 18.8M | 95.11% |
| BoTNet-S1-50 | 1 | 18.8M | 95.67% |
| BoTNet-S1-59 | 1 | 27.5M | 95.98% |
| BoTNet-S1-77 | 1 | 44.9M | wip |

## Summary
<img width="516" alt="스크린샷 2021-01-28 오후 4 50 19" src="https://user-images.githubusercontent.com/22078438/106106482-f04da900-6188-11eb-8f15-820811c2f908.png">
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