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Speed up HIPSter by using Lightning Fabrics #120

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BerndDoser opened this issue Apr 26, 2024 · 0 comments
Open

Speed up HIPSter by using Lightning Fabrics #120

BerndDoser opened this issue Apr 26, 2024 · 0 comments
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@BerndDoser
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In the HIPSter two model functions are called:

  • Generation of HIPS tiles (model.reconstruct -> decoder)
  • Generation of catalog (model.find_best_rotation -> project -> encoder)

In Pytorch Lightning the accelerators are managed within the Trainer, which can not used in HIPSter, where the encoder and decoder are called directly.

[Lightning Fabrics]https://lightning.ai/docs/fabric/stable/) should bring the flexibility to use accelerators also in the HIPSter.

@BerndDoser BerndDoser self-assigned this Apr 26, 2024
@BerndDoser BerndDoser added this to the v0.3 milestone Apr 26, 2024
@BerndDoser BerndDoser modified the milestones: v0.3, v0.4 May 22, 2024
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