| _target_: pvnet.models.multimodal.multimodal.Model | |
| output_quantiles: | |
| - 0.02 | |
| - 0.1 | |
| - 0.25 | |
| - 0.5 | |
| - 0.75 | |
| - 0.9 | |
| - 0.98 | |
| nwp_encoders_dict: | |
| ecmwf: | |
| _target_: pvnet.models.multimodal.encoders.encoders3d.DefaultPVNet | |
| _partial_: true | |
| in_channels: 14 | |
| out_features: 64 | |
| number_of_conv3d_layers: 4 | |
| conv3d_channels: 32 | |
| image_size_pixels: 30 | |
| sat_encoder: | |
| _target_: pvnet.models.multimodal.encoders.encoders3d.DefaultPVNet | |
| _partial_: true | |
| in_channels: 11 | |
| out_features: 256 | |
| number_of_conv3d_layers: 6 | |
| conv3d_channels: 32 | |
| image_size_pixels: 100 | |
| add_image_embedding_channel: false | |
| target_key: site | |
| output_network: | |
| _target_: pvnet.models.multimodal.linear_networks.networks.ResFCNet2 | |
| _partial_: true | |
| fc_hidden_features: 128 | |
| n_res_blocks: 6 | |
| res_block_layers: 2 | |
| dropout_frac: 0.0 | |
| embedding_dim: 16 | |
| include_sun: true | |
| include_gsp_yield_history: false | |
| include_site_yield_history: true | |
| include_time: true | |
| adapt_batches: true | |
| forecast_minutes: 2160 | |
| history_minutes: 2880 | |
| interval_minutes: 15 | |
| min_sat_delay_minutes: 60 | |
| sat_history_minutes: 90 | |
| pv_history_minutes: 2880 | |
| pv_interval_minutes: 15 | |
| nwp_history_minutes: | |
| ecmwf: 120 | |
| nwp_forecast_minutes: | |
| ecmwf: 2160 | |
| nwp_interval_minutes: | |
| ecmwf: 60 | |
| optimizer: | |
| _target_: pvnet.optimizers.EmbAdamWReduceLROnPlateau | |
| lr: 0.0001 | |
| weight_decay: 0.01 | |
| amsgrad: true | |
| patience: 4 | |
| factor: 0.1 | |
| threshold: 0.002 | |