Fix Detr batchsize 1 - Explicitly reshape target classes#552
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padentomasello wants to merge 2 commits into
Open
Fix Detr batchsize 1 - Explicitly reshape target classes#552padentomasello wants to merge 2 commits into
padentomasello wants to merge 2 commits into
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Some weird arrayfire behavior allows you to assign arrays of different dimensions but only if the dimensions are * not * singlular for the other dimensions.
For example, below, with batch_size 2, and num boxes 3, target_classes_full is { 100, 3 } and targetClassesi is { 1, 3 }. srcIdxs = { 3, 1 } . target_classes_full(srcIdxs, i) = targetClassesi is fine. (Arrayfire can assign to { 3, 1} from { 1, 3}.
For whatever reason, with batch_size 1, and num boxes 3, target_classes_full is now { 100, 1 } and like before targetClassesi is { 1, 3 }. srcIdxs = { 3, 1 } . target_classes_full(srcIdxs, i) = targetClassesi now fails. (Arrayfire cannot assign to { 3, 1} from { 1, 3 }.
Anyway, probably better to be explicit.