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add pytorch-geometric style batching for the online backend#84

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tbrugere wants to merge 1 commit into
jeanfeydy:mainfrom
tbrugere:batching
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add pytorch-geometric style batching for the online backend#84
tbrugere wants to merge 1 commit into
jeanfeydy:mainfrom
tbrugere:batching

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@tbrugere

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Hi!

This is pretty much WIP, but I added the option to use pytorch-geometric style batching, like mentioned in this comment: #35 (comment)

It is only added for the online backend (I think adding it to the multiscale backend would require a major rework)

Besides that, I am kind of worried that in tests, using this batching introduces a ~1% difference from computing the losses independently (see test_scrip.py)… I am not sure whether to attribute it to numerical error or if there is a subtle error I made in the implementation

Please have a look when you get the time!

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