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Train PVnet DA with ocf-data-sampler #289

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peterdudfield opened this issue Dec 16, 2024 · 3 comments
Open

Train PVnet DA with ocf-data-sampler #289

peterdudfield opened this issue Dec 16, 2024 · 3 comments
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@peterdudfield
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peterdudfield commented Dec 16, 2024

Currently we have a PVnet DA model using ocf-datapipes.
We want to move this over to using ocf-data-sampler.
We have done this for PVnet Intraday.

Old model and config is here - https://huggingface.co/openclimatefix/pvnet_uk_region_day_ahead.

It'll need

  • gsp data
  • ECMWF data
  • UKV data
  • Satellite data

DA model is 36 hours.

Intraday PVnet config is here - https://huggingface.co/openclimatefix/pvnet_uk_region/blob/ae0b8006841ac6227db873a1fc7f7331dc7dadb5/data_config.yaml, you need to extend 480 minutes to 2160 minutes

@peterdudfield
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Data, is on GCP

@akshayw1
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Pls assign

@peterdudfield
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We decided we not need to do Satellite for this.

Sorry @akshayw1, @felix-e-h-p is going to do this one,

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