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[Question][Jagged Tensor] Is there concat ops for jagged tensor? #3343

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JacoCheung opened this issue Nov 8, 2024 · 0 comments
Open

[Question][Jagged Tensor] Is there concat ops for jagged tensor? #3343

JacoCheung opened this issue Nov 8, 2024 · 0 comments

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@JacoCheung
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Hi experts, I would like to know is there a way to concat 2 jagged tensors along the sparse dim?
For example

j1 = jagged_tensor.JaggedTensor(
    values=torch.tensor([1, 2, 3, 4]), lengths=torch.tensor([3, 1])
)

j2 = jagged_tensor.JaggedTensor(
    values=torch.tensor([5, 6, 7]), lengths=torch.tensor([2, 1])
)

j3 = torch.ops.fbgemm.jagged_concat(j1, j2) # the concat op
# expected result:
expected = jagged_tensor.JaggedTensor(
    values=torch.tensor([1, 2, 3, 5, 6, 4, 7]), lengths=torch.tensor([5, 2])
)

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