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Modification of README.md file to incorporate 2d_diffusion_autoencoder info. #2109

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Modification of README.md file to incorporate 2d_diffusion_autoencoder info.

Modification of README.md file to incorporate 2d_diffusion_autoencoder info. #2109

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