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Description
Is your feature request related to a problem? Please describe.
To be able to re-use the MLPBlock in the implementation of diffusion models (developed in MONAI Generative Models (related to Project-MONAI/GenerativeModels#141)), it is necessary to be able to use the GEGLU activation function (from https://arxiv.org/pdf/2002.05202.pdf) in the block.
If GEGLU is selected, it would also be necessary to change self.linear1 to nn.Linear(hidden_size, mlp_dim* 2).
Describe the solution you'd like
Some implementations create a GEGLU block as a separated class and instantiate it inside the MLP block if this activation is selected, for example:
project_in = nn.Sequential(
nn.Linear(dim, inner_dim),
nn.GELU()
) if not glu else GEGLU(dim, inner_dim)
from https://github.com/Stability-AI/stablediffusion/blob/8bde0cf64f3735bb33d93bdb8e28120be45c479b/ldm/modules/attention.py#L67 and https://github.com/huggingface/diffusers/blob/21bbc633c4d7b9bb7f74caf4b248c6a4079a85c6/src/diffusers/models/attention.py#L306 .
Maybe MONAI could use something similar.