Merge remote-tracking branch 'origin/jacob/windnet' into jacob/windnet

pvnet/models/multimodal/encoders/encoders3d.py

@@ -47,10 +47,14 @@ def __init__(
             padding = (padding, padding, padding)
         # Check that the output shape of the convolutional layers will be at least 1x1
         cnn_spatial_output_size = (
-            image_size_pixels - ((spatial_kernel_size - 2 * padding[1]) - 1) * number_of_conv3d_layers
+            image_size_pixels
+            - ((spatial_kernel_size - 2 * padding[1]) - 1) * number_of_conv3d_layers
         )
         # size of 3, goes down by 2 each layer, but a padding of 2 means it doesn't
-        cnn_sequence_length = sequence_length - ((temporal_kernel_size - 2 * padding[0]) - 1) * number_of_conv3d_layers
+        cnn_sequence_length = (
+            sequence_length
+            - ((temporal_kernel_size - 2 * padding[0]) - 1) * number_of_conv3d_layers
+        )
         if not (cnn_spatial_output_size >= 1):
             raise ValueError(
                 f"cannot use this many conv3d layers ({number_of_conv3d_layers}) with this input "