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Add DependencyViT#2062

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From-scratch impl ofDependencyViT.Official impl not published. Not competitive with sota hierarchical models, advantage over isometric models is lost due to inability to useF.sdpa, but interesting mechanism. Mainly just ViT with a different attn/block, but the cumulative m and topk pruning makes stuff a bit messy. Block exploitsnn.Sequential's untyped intermediate states and feeds tuples through for the cumulative m calculation. I messed around a bit with building dependency trees using the dependency masks, but I have no clue what I'm doing. Currently training weights, have a tiny@72.2% and playing around with a few implementation details and training recipe. Contacted@dingmyu for reference code and weights but no response yet.

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The docs for this PR livehere. All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.

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@fffffgggg54 is this still in progress ?

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@fffffgggg54 is this still in progress ?

This model is on hold for me. It requires several additional deviations from the standard ViT impl that I didn't realize were a part of the model. I will probably take a look at it after I get back from vacation. The current impl can be trained to around 73.X% top-1, around 2% below the reported top-1.

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