add model_config.yaml

model_config.yaml

@@ -0,0 +1,67 @@
+_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: 36
+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: 144
+add_image_embedding_channel: false
+pv_encoder:
+  _target_: pvnet.models.multimodal.site_encoders.encoders.SingleAttentionNetwork
+  _partial_: true
+  num_sites: 1
+  out_features: 64
+  num_heads: 4
+  kdim: 64
+  id_embed_dim: 64
+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
+forecast_minutes: 2880
+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: 2880
+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