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refactor model from 96ac8c67fa8663844ddcfa82aece51ef94f34453 for new PVNet library

config.json

@@ -9,32 +9,38 @@
         0.9,
         0.98
     ],
-    "image_encoder": {
-        "_target_": "pvnet.models.multimodal.encoders.encoders3d.DefaultPVNet",
-        "_partial_": true
+    
+    "nwp_encoder": {
+      "_target_": "pvnet.models.multimodal.encoders.encoders3d.DefaultPVNet",
+      "_partial_": true,
+      "in_channels": 2,
+      "out_features": 256,
+      "number_of_conv3d_layers": 6,
+      "conv3d_channels": 32,
+      "image_size_pixels": 24
     },
-    "encoder_out_features": 256,
-    "encoder_kwargs": {
-        "number_of_conv3d_layers": 6,
-        "conv3d_channels": 32
+    
+    "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": 24
     },
-    "include_sat": true,
-    "include_nwp": true,
+    
     "add_image_embedding_channel": true,
-    "sat_image_size_pixels": 24,
-    "nwp_image_size_pixels": 24,
-    "number_sat_channels": 11,
-    "number_nwp_channels": 2,
+
     "output_network": {
         "_target_": "pvnet.models.multimodal.linear_networks.networks.ResFCNet2",
-        "_partial_": true
-    },
-    "output_network_kwargs": {
+        "_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,
@@ -43,6 +49,8 @@
     "sat_history_minutes": 90,
     "nwp_history_minutes": 120,
     "nwp_forecast_minutes": 480,
+    "min_sat_delay_minutes": 60,
+    
     "optimizer": {
         "_target_": "pvnet.optimizers.AdamWReduceLROnPlateau",
         "lr": 0.0001,
@@ -51,6 +59,5 @@
         "patience": 5,
         "factor": 0.1,
         "threshold": 0.002
-    },
-    "min_sat_delay_minutes": 60
+    }
 }