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TODO list #7

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10 of 17 tasks
peterdudfield opened this issue Aug 2, 2024 · 0 comments
Open
10 of 17 tasks

TODO list #7

peterdudfield opened this issue Aug 2, 2024 · 0 comments

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@peterdudfield
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peterdudfield commented Aug 2, 2024 •
edited by Sukh-P
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The aim is to move away from torch.datapipes which is in ocf_datapipes.
We want to build a pipline for pvnet which would be ready for training and ready to deployed in the app

Things we will keep the same

  • config
  • BatchML strcuture

Things to do

  • Tests #8
  • Tidy up and refactor
  • Use Import ocf_datapipe, until its ready
  • CI, pytest
  • CI release
  • Update pvnet_app to use it - Ocf data sampler uk-pvnet-app#118
  • Minimum documentation, example of batch in torch.dataloader
  • Make script than can save batches
  • Make sure pvnet can be trained
  • Review, Sukh, Peter, Alex
  • Retrain PVnet to use ocf_datapipes
  • update pvnet to not use ocf_datapipes,

For later
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