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Integration of DC-AE (Deep Compression Autoencoder) #9894

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@DefinitlyEvil

Description

@DefinitlyEvil

Is your feature request related to a problem? Please describe.
No.

Describe the solution you'd like.
As the paper stated, DCAE can achieve awesome results using lower latent dimensions.
Deep Compression Autoencoder for Efficient High-Resolution Diffusion Models
https://github.com/mit-han-lab/efficientvit/blob/master/applications/dc_ae/README.md

Describe alternatives you've considered.
Using their repo directly.

Additional context.
N/A

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