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Pediatric investigational plan number needs to be addressed. It is more a reference than an identifier.
See EMA template https://www.ema.europa.eu/en/documents/template-form/paediatric-investigation…
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using EMA during training often leads to better results, and is a standard technique these days in training models.
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### Bug description
Hi, I'm trying to use the official PyTorch EMA (new feature: https://pytorch.org/docs/main/optim.html#weight-averaging-swa-and-ema) in Lightning in DDP. To do this I've done:
…
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Hello, I'm trying to run the pretrained model you previously share with me in this link
https://huggingface.co/littlebeen/DE/tree/main
but for the model mn im calling this class
model = MPRNet().…
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Test the SSL+EMA strategy and compare it with the other strategies.
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Hi,
I follow the Wiki to setup my EMAs. I see there is this parameter : candle_period: 1d
witch is good, but i'd like to know if it is possible to have the ema of the Highs, or the ema of the Lows…
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**Consistency training fails to converge**
When I use examples/research_projects/consistency_training/train_cm_ct_unconditional.py to train the consistency model, I try to follow the experimental par…
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Identifier validation failed for the dataset [PELD-ELPA Ecology of the pink-shrimp Penaeus paulensis in Patos Lagoon estuary](https://registry.gbif.org/dataset/fa016246-9ec9-426f-8f3c-2997c13ce7aa):
-…
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The original VIT-VQGAN paper does not seem to use EMA update for codebook learning since their codebook is unit-normalized vectors.
Particularly, to my understanding, EMA update does not quite make…
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**Describe the bug**
A clear and concise description of what the bug is.
Hi deepspeed team, I have some code that uses exponential moving average (EMA) for training a UNet model, the code relies o…