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add x/0 gradient behaviour to documentation #128796

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heth27 opened this issue Jun 16, 2024 · 1 comment
Open

add x/0 gradient behaviour to documentation #128796

heth27 opened this issue Jun 16, 2024 · 1 comment
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actionable module: autograd Related to torch.autograd, and the autograd engine in general module: docs Related to our documentation, both in docs/ and docblocks triaged This issue has been looked at a team member, and triaged and prioritized into an appropriate module

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@heth27
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heth27 commented Jun 16, 2024 •
edited by pytorch-bot bot
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📚 The doc issue

The behaviour that divison by zero causes nan gradients even when masked (#4132) is not prominent in the documentation. As there are multiple issues of people that ran into this on github it would be nice if it's easier to find.

Suggest a potential alternative/fix

Add this to the documentation, perhaps even to tutorials

cc @svekars @brycebortree @ezyang @albanD @gqchen @pearu @nikitaved @soulitzer @lezcano @Varal7
@mikaylagawarecki mikaylagawarecki added module: autograd Related to torch.autograd, and the autograd engine in general module: docs Related to our documentation, both in docs/ and docblocks triaged This issue has been looked at a team member, and triaged and prioritized into an appropriate module labels Jun 17, 2024
@ezyang
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ezyang commented Jun 27, 2024

Send a doc patch and I"ll review it.

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actionable module: autograd Related to torch.autograd, and the autograd engine in general module: docs Related to our documentation, both in docs/ and docblocks triaged This issue has been looked at a team member, and triaged and prioritized into an appropriate module
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@ezyang @soulitzer @mikaylagawarecki @heth27