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@@ -0,0 +1 @@
+pytorch_model.bin filter=lfs diff=lfs merge=lfs -text

README.md

@@ -39,6 +39,7 @@ Data is prepared with the `ocf_data_sampler/torch_datasets/datasets/pvnet_uk` Da
 ## Results
 
 The training logs for the current model can be found here:
+ - [https://wandb.ai/None/runs/](https://wandb.ai/None/runs/)
 
 
 The training logs for all model runs of PVNet2 can be found [here](https://wandb.ai/openclimatefix/pvnet2.1).

data_config.yaml

@@ -27,9 +27,9 @@ input_data:
       dropout_fraction: 1.0
       dropout_timedeltas_minutes:
       - -180
-      image_size_pixels_height: 30
-      image_size_pixels_width: 30
-      interval_end_minutes: 2160
+      image_size_pixels_height: 36
+      image_size_pixels_width: 36
+      interval_end_minutes: 2880
       interval_start_minutes: -120
       max_staleness_minutes: null
       normalisation_constants:
@@ -169,11 +169,11 @@ input_data:
   site:
     capacity_mode: variable
     file_path: /home/zak/projects/PVNet/nl_solar/pv_data/netherlands_pv_data_v2.nc
-    interval_end_minutes: 2160
+    interval_end_minutes: 2880
     interval_start_minutes: -2880
     metadata_file_path: /home/zak/projects/PVNet/nl_solar/pv_data/netherlands_metadata.csv
     time_resolution_minutes: 15
   solar_position:
-    interval_end_minutes: 2160
+    interval_end_minutes: 2880
     interval_start_minutes: -2880
     time_resolution_minutes: 15

model_config.yaml

@@ -15,7 +15,7 @@ nwp_encoders_dict:
     out_features: 64
     number_of_conv3d_layers: 4
     conv3d_channels: 32
-    image_size_pixels: 30
+    image_size_pixels: 36
 sat_encoder:
   _target_: pvnet.models.multimodal.encoders.encoders3d.DefaultPVNet
   _partial_: true
@@ -44,8 +44,7 @@ output_network:
 embedding_dim: 16
 include_sun: true
 include_gsp_yield_history: false
-adapt_batches: true
-forecast_minutes: 2160
+forecast_minutes: 2880
 history_minutes: 2880
 interval_minutes: 15
 min_sat_delay_minutes: 60
@@ -55,7 +54,7 @@ pv_interval_minutes: 15
 nwp_history_minutes:
   ecmwf: 120
 nwp_forecast_minutes:
-  ecmwf: 2160
+  ecmwf: 2880
 nwp_interval_minutes:
   ecmwf: 60
 optimizer:

pytorch_model.bin

@@ -1,3 +1,3 @@
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