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DanLing NestedTensor: Composable Multi-Ragged Tensors for Deep Learning.

arXiv:2609.30379v1 Announce Type: cross Abstract: Variable-size inputs are common in deep learning, but dense batching allocates a shared envelope and spends computation on padding. The cost multiplies across varying axes: an explicit pair state allocates $BN_

arXiv cs.AIResearch source·