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**Is your feature request related to a problem? Please describe.**
To be able to re-use the [MLPBlock](https://github.com/Project-MONAI/MONAI/blob/fdd07f36ecb91cfcd491533f4792e1a67a9f89fc/monai/netwo…
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Similar to the DiffusionModelUNet (https://github.com/Project-MONAI/GenerativeModels/blob/92f87e5876814fb937ffe4296a5c9e31c3e3cfd0/generative/networks/nets/diffusion_model_unet.py#L671) and the Autoen…
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In the 2d LDM tutorial, the scalers for autocast are specified in
https://github.com/Project-MONAI/GenerativeModels/blob/9cd35d002db3dec01ae2ca34d5d18ea40849d19c/tutorials/generative/2d_ldm/2d_ldm_…
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Currently the networks are taking significant amount of time in the unit tests. It can be improved by remove redundancy and using smaller networks in the tests.
For example:
For the AutoencoderKL
…
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In the VQGAN tutorial, it is missing the zero_grad for the discriminator optimizer.
https://github.com/Project-MONAI/GenerativeModels/blob/6bdd876b776d2dacf6bff597458726218728e652/tutorials/generat…
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Hi folks,
Going through the tutorials and ran into a bug I haven't seen before when I run the following:
![image](https://user-images.githubusercontent.com/6278143/207737048-51573477-0ff7-488e-a0…
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Currently, there is a problem with
https://github.com/Project-MONAI/GenerativeModels/blob/479cdee2bb752961f0bd911b1807706ee6232589/generative/losses/adversarial_loss.py#L121
Even if we are using `…
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Create a class for the denoising diffusion probabilistic model similar to the LDM class (https://github.com/Project-MONAI/GenerativeModels/blob/e344d93b93039b9583a14f6784bcc5e3cf37b81b/generative/netw…
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@ericspod Should we create a common interface between VQ-VAE and AEKL to make them easy to interchange with each other when we are getting the latent representations (example proposed here https://git…
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Try to include torchscript tests for the latent diffusion unet networks. For this, it might be necessary to remove the use of TimestepEmbedSequential and TimestepBlock by creating blocks exclusive to …