Update README.md (#5)
Browse files- Update README.md (2281a39d664d547fdb8772b295af85a135f56df7)
README.md
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@@ -24,6 +24,24 @@ Please observe [original license](https://github.com/apple/ml-fastvit/blob/8af59
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- **Original:** https://github.com/apple/ml-fastvit
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- **Dataset:** ImageNet-1k
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## Citation
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```bibtex
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@inproceedings{vasufastvit2023,
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- **Original:** https://github.com/apple/ml-fastvit
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- **Dataset:** ImageNet-1k
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## Evaluation - Variants
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| Variant | Parameters | Size (MB) | Weight precision | Act. precision | Δ Pytorch acc |
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| ------------------------------------------------------- | ---------: | --------: | ---------------- | -------------- | ------------- |
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| T8 | 3.6M | 7.8 | Float16 | Float16 | -0.9% |
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| MA36 | 42.7M | 84 | Float16 | Float16 | -0.06% |
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## Evaluaition - Inference time
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| Variant | Device | OS | Inference time (ms) | Dominant compute unit |
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| ------- | -------------------- | ---- | ------------------: | --------------------- |
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| T8 | iPhone 12 Pro Max | 17.5 | 0.79 | Neural Engine |
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| T8 | M3 Max | 14.4 | 0.62 | Neural Engine |
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| MA36 | iPhone 12 Pro Max | 18.0 | 4.50 | Neural Engine |
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| MA36 | M3 Max | 15.0 | 2.99 | Neural Engine |
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## Citation
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```bibtex
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@inproceedings{vasufastvit2023,
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