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README.md

@@ -39,7 +39,7 @@ Data is prepared with the `ocf_datapipes.training.pvnet` datapipe [2].
 ## Results
 
 The training logs for the current model can be found here:
- - [https://wandb.ai/openclimatefix/pvnet2.1/runs/sl517dx2](https://wandb.ai/openclimatefix/pvnet2.1/runs/sl517dx2)
+ - [https://wandb.ai/openclimatefix/pvnet2.1/runs/mkzvfrfl](https://wandb.ai/openclimatefix/pvnet2.1/runs/mkzvfrfl)
 
 
 The training logs for all model runs of PVNet2 can be found [here](https://wandb.ai/openclimatefix/pvnet2.1).

config.json

@@ -10,14 +10,14 @@
         0.98
     ],
     "nwp_encoders_dict": {
-        "ecmwf": {
+        "ukv": {
             "_target_": "pvnet.models.multimodal.encoders.encoders3d.DefaultPVNet",
             "_partial_": true,
-            "in_channels": 12,
+            "in_channels": 11,
             "out_features": 256,
-            "number_of_conv3d_layers": 4,
+            "number_of_conv3d_layers": 6,
             "conv3d_channels": 32,
-            "image_size_pixels": 12
+            "image_size_pixels": 24
         }
     },
     "sat_encoder": null,
@@ -40,10 +40,10 @@
     "sat_history_minutes": 90,
     "pv_history_minutes": 180,
     "nwp_history_minutes": {
-        "ecmwf": 120
+        "ukv": 120
     },
     "nwp_forecast_minutes": {
-        "ecmwf": 480
+        "ukv": 480
     },
     "optimizer": {
         "_target_": "pvnet.optimizers.EmbAdamWReduceLROnPlateau",

data_config.yaml

@@ -12,33 +12,27 @@ input_data:
     history_minutes: 120
     time_resolution_minutes: 30
   nwp:
-    ecmwf:
+    ukv:
       dropout_fraction: 1.0
       dropout_timedeltas_minutes:
-      - -360
+      - -180
       forecast_minutes: 480.0
       history_minutes: 120
       max_staleness_minutes: null
-      nwp_accum_channels:
-      - dswrf
-      - dlwrf
-      - sr
-      - duvrs
       nwp_channels:
-      - t2m
+      - t
       - dswrf
       - dlwrf
       - hcc
       - mcc
       - lcc
-      - tcc
       - sde
-      - sr
-      - duvrs
-      - u10
-      - v10
-      nwp_image_size_pixels_height: 12
-      nwp_image_size_pixels_width: 12
-      nwp_provider: ecmwf
+      - r
+      - vis
+      - si10
+      - prate
+      nwp_image_size_pixels_height: 24
+      nwp_image_size_pixels_width: 24
+      nwp_provider: ukv
       nwp_zarr_path: PLACEHOLDER.zarr
       time_resolution_minutes: 60

pytorch_model.bin

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:c11092bc84dfe50ff54237227e5d87ab78229a2b1fecb1c0c48f080a640881fe
-size 4473190
+oid sha256:35deab92351a09183919fb04133a4a844568dbf7e98243f789262292f01c0be3
+size 27761334