Upload folder using huggingface_hub

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/kgduk9ik](https://wandb.ai/openclimatefix/pvnet2.1/runs/kgduk9ik)
+ - [https://wandb.ai/openclimatefix/pvnet2.1/runs/vcwvqh07](https://wandb.ai/openclimatefix/pvnet2.1/runs/vcwvqh07)
 
 
 The training logs for all model runs of PVNet2 can be found [here](https://wandb.ai/openclimatefix/pvnet2.1).

config.json

@@ -46,6 +46,7 @@
     },
     "embedding_dim": 16,
     "include_sun": false,
+    "include_time": true,
     "include_gsp_yield_history": false,
     "forecast_minutes": 2880,
     "history_minutes": 60,
@@ -55,7 +56,7 @@
     },
     "nwp_forecast_minutes": {
         "ecmwf": 2880,
-        "gfs": 2220
+        "gfs": 2160
     },
     "nwp_interval_minutes": {
         "ecmwf": 60,
@@ -69,8 +70,8 @@
         "lr": 0.0001,
         "weight_decay": 0.25,
         "amsgrad": true,
-        "patience": 5,
-        "factor": 0.1,
+        "patience": 20,
+        "factor": 0.2,
         "threshold": 0.002
     }
 }

data_config.yaml

@@ -21,8 +21,8 @@ input_data:
       - v100
       - u200
       - v200
-      nwp_image_size_pixels_height: 84
-      nwp_image_size_pixels_width: 84
+      nwp_image_size_pixels_height: 42
+      nwp_image_size_pixels_width: 42
       nwp_provider: ecmwf
       nwp_zarr_path: PLACEHOLDER.zarr
       time_resolution_minutes: 60
@@ -30,8 +30,8 @@ input_data:
       dropout_fraction: 1.0
       dropout_timedeltas_minutes:
       - -300
-      forecast_minutes: 2100.0
-      history_minutes: 60
+      forecast_minutes: 2160.0
+      history_minutes: 0
       nwp_channels:
       - t
       - prate

pytorch_model.bin

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:949bfd7d1b6a4e7f44aa1ba737d6bdf7de455160bdb8fec37f0ffeeee5bac2e0
-size 158042114
+oid sha256:03a6939ccb9e34785422128a99e3af4e3722acc990b9fd02d338ce60fb35498c
+size 158160138