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Register grad for torch.Tensor.item #1481

Merged
merged 3 commits into from
Nov 28, 2024
Merged

Register grad for torch.Tensor.item #1481

merged 3 commits into from
Nov 28, 2024

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IvanYashchuk
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The rule is simple because PyTorch doesn't support propagating grads through item calls as it returns a disconnected from PyTorch Autograd graph Python scalar.

Fixes #1479.

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@t-vi t-vi left a comment

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Thank you @IvanYashchuk

Do you also want to enable the tests that were failing on the item vjp?

@IvanYashchuk
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Do you also want to enable the tests that were failing on the item vjp?

No, not in this pull request.

@IvanYashchuk IvanYashchuk merged commit fef423b into main Nov 28, 2024
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@IvanYashchuk IvanYashchuk deleted the item-vjp branch November 28, 2024 08:23
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NotImplementedError: VJP for PrimIDs.ITEM is not implemented for ThunderFX and litgGPT models.
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