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Does torch_topological.nn and functions like SignatureLossm, VietorisRipsComplex use GPU #13

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prashkmr opened this issue Aug 9, 2022 · 1 comment
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enhancement New feature or request help wanted Extra attention is needed

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@prashkmr
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prashkmr commented Aug 9, 2022

Hi,

The code and documentaiton are very fluid and easy to understand. Thanks for the code.
I wanted to know whether torch_topological.nn and its various functions support GPU computations(ie. do they run on GPU).
If not, is there any way to modify the code to allow them to run on GPU.

Eagerly awaiting a response.

Thanks,
Prashant

@Pseudomanifold
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Dear Prashant,

Thanks for your kind words! At the moment, the backends do not support GPU calculations. Once you have your topological features, the layers and losses run on the GPU, though.

Supporting GPUs would be possible, but requires additional implementation efforts.

Hope that helps---feel free to reopen for additional discussion.

Best,
Bastian

@Pseudomanifold Pseudomanifold self-assigned this Aug 9, 2022
@Pseudomanifold Pseudomanifold added enhancement New feature or request help wanted Extra attention is needed labels Aug 9, 2022
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