pvnet_nl / model_config.yaml
AUdaltsova's picture
Migrate model (HF commit f951941) to pvnet version 5.3.0.post6+git.f4136853.dirty
79182b6 verified
_target_: pvnet.models.LateFusionModel
output_quantiles:
- 0.02
- 0.1
- 0.25
- 0.5
- 0.75
- 0.9
- 0.98
nwp_encoders_dict:
ecmwf:
_target_: pvnet.models.late_fusion.encoders.encoders3d.DefaultPVNet
_partial_: true
in_channels: 13
out_features: 64
fc_features: 32
number_of_conv3d_layers: 4
conv3d_channels: 32
image_size_pixels: 10
output_network:
_target_: pvnet.models.late_fusion.linear_networks.networks.ResFCNet
_partial_: true
fc_hidden_features: 128
n_res_blocks: 6
res_block_layers: 2
dropout_frac: 0.2
include_sun: true
interval_minutes: 15
location_id_mapping:
1: 1
2: 2
3: 3
4: 4
5: 5
6: 6
7: 7
8: 8
9: 9
10: 10
11: 11
12: 12
forecast_minutes: 2160
history_minutes: 2880
min_sat_delay_minutes: 5
sat_history_minutes: 65
pv_history_minutes: 2880
nwp_history_minutes:
ecmwf: 120
nwp_forecast_minutes:
ecmwf: 2220
nwp_interval_minutes:
ecmwf: 60
include_generation_history: true