Update fcdm_diffae/__init__.py benchmark and docs
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fcdm_diffae/__init__.py
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"""FCDMDiffAE: Standalone diffusion autoencoder with FCDM blocks.
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FCDM DiffAE — a fast diffusion autoencoder with a
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bottleneck and a VP-parameterized diagonal Gaussian posterior. Built on FCDM
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(Fully Convolutional Diffusion Model) blocks with GRN and scale+gate AdaLN.
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"""FCDMDiffAE: Standalone diffusion autoencoder with FCDM blocks.
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FCDM DiffAE — a fast diffusion autoencoder with a 384-channel spatial
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bottleneck and a VP-parameterized diagonal Gaussian posterior. Built on FCDM
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(Fully Convolutional Diffusion Model) blocks with GRN and scale+gate AdaLN.
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