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Update PyTorch Lightning models for supporting Nowcasting Dataset Dicts #98

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merged 20 commits into from
Sep 28, 2021

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@jacobbieker jacobbieker commented Sep 27, 2021

Pull Request

Description

Updates the SatFlow models to more explicitly work with the nowcasting dataset output dicts. Primarily involves updating the input modalities for Perceiver, as well as combining before input for MetNet.

Fixes issue #98

Relates to openclimatefix/perceiver-pytorch#16 as Perceiver will now use the LearnableQuery

How Has This Been Tested?

Please describe the tests that you ran to verify your changes. Provide instructions so we can reproduce.
Please also list any relevant details for your test configuration

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Checklist:

  • My code follows OCF's coding style guidelines
  • I have performed a self-review of my own code
  • I have made corresponding changes to the documentation
  • I have added tests that prove my fix is effective or that my feature works
  • I have checked my code and corrected any misspellings

@jacobbieker jacobbieker added enhancement New feature or request dataloader labels Sep 27, 2021
@jacobbieker jacobbieker self-assigned this Sep 27, 2021
@jacobbieker jacobbieker added this to In progress in National Grid Nowcasting: WP1 via automation Sep 27, 2021
@jacobbieker jacobbieker changed the title Update PyTorch Lightning models for supporting Nowcasting Dataset Dics Update PyTorch Lightning models for supporting Nowcasting Dataset Dicts Sep 27, 2021
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Tests pass with the dev version of nowcasting-dataset. Need topographic support to be merged to make these pass

@jacobbieker jacobbieker marked this pull request as ready for review September 28, 2021 11:41
@jacobbieker jacobbieker merged commit e8b50cb into main Sep 28, 2021
@jacobbieker jacobbieker deleted the jacob/dicts branch September 28, 2021 11:43
National Grid Nowcasting: WP1 automation moved this from In progress to Done Sep 28, 2021
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