Upload models - o9kjxito

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/8zxhbp9a](https://wandb.ai/openclimatefix/NL-Solar/runs/8zxhbp9a)
+ - [https://wandb.ai/openclimatefix/NL-Solar/runs/o9kjxito](https://wandb.ai/openclimatefix/NL-Solar/runs/o9kjxito)
 
 
 <!-- The hardware section is also just nice to have -->
@@ -60,5 +60,5 @@ This model was trained using the following Open Climate Fix packages:
 
 <!-- Especially do not change the two lines below -->
 The versions of these packages can be found below:
- - pvnet==5.1.0.post0+git.c15f1d4e.dirty
- - ocf-data-sampler==0.5.27.post2+git.e15368d8.dirty
+ - pvnet==5.1.3.post2+git.fe7c3933.dirty
+ - ocf-data-sampler==0.6.0.post0+git.a508745b.dirty

data_config.yaml

@@ -111,62 +111,6 @@ input_data:
         diff_direct_shortwave_radiation_flux_gl:
           mean: 469169.5
           std: 818950.6875
-  satellite:
-    zarr_path: PLACEHOLDER.zarr
-    interval_start_minutes: -60
-    interval_end_minutes: 0
-    time_resolution_minutes: 5
-    channels:
-    - IR_016
-    - IR_039
-    - IR_087
-    - IR_097
-    - IR_108
-    - IR_120
-    - IR_134
-    - VIS006
-    - VIS008
-    - WV_062
-    - WV_073
-    image_size_pixels_height: 20
-    image_size_pixels_width: 20
-    dropout_timedeltas_minutes:
-    - -5
-    dropout_fraction: 1.0
-    normalisation_constants:
-      IR_016:
-        mean: 0.17594202
-        std: 0.21462157
-      IR_039:
-        mean: 0.86167645
-        std: 0.04618041
-      IR_087:
-        mean: 0.7719318
-        std: 0.06687243
-      IR_097:
-        mean: 0.8014212
-        std: 0.0468558
-      IR_108:
-        mean: 0.71254843
-        std: 0.17482725
-      IR_120:
-        mean: 0.89058584
-        std: 0.06115861
-      IR_134:
-        mean: 0.944365
-        std: 0.04492306
-      VIS006:
-        mean: 0.09633306
-        std: 0.12184761
-      VIS008:
-        mean: 0.11426069
-        std: 0.13090034
-      WV_062:
-        mean: 0.7359355
-        std: 0.16111417
-      WV_073:
-        mean: 0.62479186
-        std: 0.12924142
   solar_position:
     interval_start_minutes: -2880
     interval_end_minutes: 2160

model_config.yaml

@@ -17,14 +17,6 @@ nwp_encoders_dict:
     number_of_conv3d_layers: 4
     conv3d_channels: 32
     image_size_pixels: 10
-sat_encoder:
-  _target_: pvnet.models.late_fusion.encoders.encoders3d.DefaultPVNet
-  _partial_: true
-  in_channels: 11
-  out_features: 256
-  number_of_conv3d_layers: 6
-  conv3d_channels: 32
-  image_size_pixels: 20
 output_network:
   _target_: pvnet.models.late_fusion.linear_networks.networks.ResFCNet
   _partial_: true
@@ -53,7 +45,7 @@ location_id_mapping:
 forecast_minutes: 2160
 history_minutes: 2880
 min_sat_delay_minutes: 5
-sat_history_minutes: 65
+sat_history_minutes: 60
 pv_history_minutes: 2880
 nwp_history_minutes:
   ecmwf: 120

model_weights.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:9ea4c96ba3c7ce16440d368dcfee4294e424db26f00b419b5cde9f7376958957
-size 17070288
+oid sha256:beffa7adb39faddc31f7f22be5348b56c3e85a8b9e6353996554ea7d971bf4f3
+size 2581760