Integration of DC-AE (Deep Compression Autoencoder)

[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

[sayakpaul]

#9708

[DefinitlyEvil]

#9708

Cool thanks, following it rn.