Update the configs/models/multimodal.yaml to add another encoder to the nwp_encoders_dict with the key merra2 or cams as we hope to fine-tune it later.
Update configs.example/datamodule/configuration/example_configuration.yaml to include the MERRA2 data under the nwp key so that when batches are made, it includes the data
Update the config.yaml and configs.example/datamodule/premade_batches.yamlbatch_dir to point to the batch directory where the batches have been saved.
Following on from getting the data in https://github.com/openclimatefix/Satip/issues/153 and adding it into datapipes in https://github.com/openclimatefix/ocf_datapipes/issues/308 we should then train a PVNet model to see how the MERRA2 aerosol data affects the performance.
configs/models/multimodal.yaml
to add another encoder to thenwp_encoders_dict
with the keymerra2
orcams
as we hope to fine-tune it later.configs.example/datamodule/configuration/example_configuration.yaml
to include the MERRA2 data under thenwp
key so that when batches are made, it includes the dataconfig.yaml
andconfigs.example/datamodule/premade_batches.yaml
batch_dir
to point to the batch directory where the batches have been saved.python run.py
to run the training!