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Following on from getting the data in openclimatefix/satellite-consumer#58 and adding it into datapipes in openclimatefix/ocf_datapipes#308 we should then train a PVNet model to see how the MERRA2 aerosol data affects the performance.
- Update the
configs/models/multimodal.yaml
to add another encoder to thenwp_encoders_dict
with the keymerra2
orcams
as we hope to fine-tune it later. - Update
configs.example/datamodule/configuration/example_configuration.yaml
to include the MERRA2 data under thenwp
key so that when batches are made, it includes the data - Update the
config.yaml
andconfigs.example/datamodule/premade_batches.yaml
batch_dir
to point to the batch directory where the batches have been saved. - Run
python run.py
to run the training!
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timelineOption to show on organisation timeline or notOption to show on organisation timeline or not