Fix DinoV2 crash when batch_size > 1 #429
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lib/bumblebee/vision/dino_v2.ex
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| interpolated_position_embeddings = | ||
| input_position_embeddings | ||
| |> Nx.reshape({batch_size, original_positions, original_positions, spec.hidden_size}) | ||
| |> Nx.reshape({1, original_positions, original_positions, spec.hidden_size}) |
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@zacharydenton great find! I would suggest a small improvement:
position_embeddings_batch_size = Nx.axis_size(position_embeddings, 0)and then use that in both places.
In practice it's always 1, but hardcoding the value implies an extra assumption that the reader may need to understand, which means going back to the caller side and figuring out the position embeddings shape :)
jonatanklosko
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This fixes an error in interpolate_position_embeddings when batch_size is > 1 (#428).