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Bug, batch_size > 1#24

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etienne87 wants to merge 5 commits intoalanqrwang:mainfrom
etienne87:bug/batchsize_issue
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Bug, batch_size > 1#24
etienne87 wants to merge 5 commits intoalanqrwang:mainfrom
etienne87:bug/batchsize_issue

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@etienne87
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See Problem Description there: #23

(note: I also added torch.compile to TPS "transform_points", there is a nice acceleration.)

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