Migrate model (HF commit de5ad07) to pvnet version 5.3.0.post0+git.489723d6.dirty

README.md

@@ -43,7 +43,7 @@ Data is prepared with the `ocf_data_sampler/torch_datasets/datasets/pvnet_uk` Da
 
 <!-- Do not remove the lines below -->
 The training logs for this model commit can be found here:
- - [https://wandb.ai/openclimatefix/NL-Solar/runs/re47gi6l](https://wandb.ai/openclimatefix/NL-Solar/runs/re47gi6l)
+ - [https://wandb.ai/openclimatefix/NL-Solar/runs/8zxhbp9a](https://wandb.ai/openclimatefix/NL-Solar/runs/8zxhbp9a)
 
 
 <!-- The hardware section is also just nice to have -->

data_config.yaml

@@ -28,8 +28,8 @@ input_data:
       - total_precipitation_rate_gl
       - wind_u_component_10m
       - wind_v_component_10m
-      image_size_pixels_height: 32
-      image_size_pixels_width: 32
+      image_size_pixels_height: 10
+      image_size_pixels_width: 10
       dropout_timedeltas_minutes:
       - -360
       dropout_fraction: 1.0
@@ -118,8 +118,8 @@ input_data:
     - VIS008
     - WV_062
     - WV_073
-    image_size_pixels_height: 50
-    image_size_pixels_width: 50
+    image_size_pixels_height: 20
+    image_size_pixels_width: 20
     dropout_timedeltas_minutes:
     - -5
     dropout_fraction: 1.0
@@ -169,4 +169,4 @@ input_data:
     - -15
     dropout_fraction: 1.0
     dropout_value: -1
-    zarr_path: /home/alex/NL/PV_ned_nl_netherlands_pv_data.nc
+    zarr_path: /home/alex/NL/NL_regional_generation_kw.nc

model_config.yaml

@@ -14,26 +14,17 @@ nwp_encoders_dict:
     in_channels: 13
     out_features: 64
     fc_features: 32
-    stride:
-    - 1
-    - 2
-    - 2
     number_of_conv3d_layers: 4
     conv3d_channels: 32
-    image_size_pixels: 32
+    image_size_pixels: 10
 sat_encoder:
   _target_: pvnet.models.late_fusion.encoders.encoders3d.DefaultPVNet
   _partial_: true
   in_channels: 11
-  out_features: 128
-  fc_features: 32
-  stride:
-  - 1
-  - 2
-  - 2
-  number_of_conv3d_layers: 4
+  out_features: 256
+  number_of_conv3d_layers: 6
   conv3d_channels: 32
-  image_size_pixels: 50
+  image_size_pixels: 20
 output_network:
   _target_: pvnet.models.late_fusion.linear_networks.networks.ResFCNet
   _partial_: true
@@ -44,7 +35,18 @@ output_network:
 include_sun: true
 interval_minutes: 15
 location_id_mapping:
-  0: 0
+  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

model_weights.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:f963d24d947f0d745403c2f67770e56604e062c8020cea3e55caa9b2c015887f
-size 2756464
+oid sha256:9ea4c96ba3c7ce16440d368dcfee4294e424db26f00b419b5cde9f7376958957
+size 17070288