File size: 2,566 Bytes
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description: Config for training the saved PVNet model
name: PVNet current
input_data:
default_forecast_minutes: 2880
default_history_minutes: 60
nwp:
ecmwf:
coarsen_to_degrees: 0.2
dropout_fraction: 1.0
dropout_timedeltas_minutes:
- -360
forecast_minutes: 2880.0
history_minutes: 60
max_staleness_minutes: null
nwp_accum_channels:
- dswrf
- dlwrf
- sr
- duvrs
nwp_channels:
- hcc
- lcc
- mcc
- prate
- sde
- sr
- t2m
- tcc
- u10
- v10
- dlwrf
- dswrf
- duvrs
# its actually 42, but current in ocf-datapipes, we take a spartial crop first, and then
# coardsen to 0.2 degrees (the live data is in 0.1 degrees)
nwp_image_size_pixels_height: 84
nwp_image_size_pixels_width: 84
nwp_provider: ecmwf
nwp_zarr_path: PLACEHOLDER.zarr
time_resolution_minutes: 60
gfs:
dropout_fraction: 1.0
dropout_timedeltas_minutes:
- -300
forecast_minutes: 2160.0
history_minutes: 0
nwp_channels:
- t
- prate
- u10
- v10
- dlwrf
- dswrf
- hcc
- lcc
- mcc
- r
- sde
- tcc
- vis
nwp_image_size_pixels_height: 10
nwp_image_size_pixels_width: 10
nwp_provider: gfs
nwp_zarr_path: PLACEHOLDER.zarr
time_resolution_minutes: 180
mo_global:
dropout_fraction: 1.0
dropout_timedeltas_minutes:
- -180
forecast_minutes: 1680.0
history_minutes: 60
max_staleness_minutes: null
nwp_channels:
- temperature_sl
- wind_u_component_10m
- wind_v_component_10m
- downward_shortwave_radiation_flux_gl
- cloud_cover_high
- cloud_cover_low
- cloud_cover_medium
- relative_humidity_sl
- snow_depth_gl
- visibility_sl
nwp_image_size_pixels_height: 50
nwp_image_size_pixels_width: 50
nwp_provider: mo_global
nwp_zarr_path: PLACEHOLDER.zarr
time_resolution_minutes: 60
pv:
dropout_fraction: 1.0
dropout_timedeltas_minutes:
- -15
forecast_minutes: 2880
history_minutes: 60
n_pv_systems_per_example: 1
pv_files_groups:
- label: india
pv_filename: PLACEHOLDER.netcdf
pv_metadata_filename: PLACEHOLDER.csv
pv_ml_ids: []
system_dropout_fraction_max: 0
system_dropout_fraction_min: 0
system_dropout_timedeltas_minutes: null
time_resolution_minutes: 15
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