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Support no pre-fetching #11606

Merged
merged 10 commits into from Feb 5, 2022
Merged

Support no pre-fetching #11606

merged 10 commits into from Feb 5, 2022

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carmocca
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@carmocca carmocca commented Jan 25, 2022

What does this PR do?

Adds support for no-prefetching.
This was proposed by @justusschock in #11516 (comment).
Also means users do not need to patch the Loops to disable it as it is done by some ffcv users.

One drawback is that is_last_batch will not be correctly set in this case.

Part of #11538

Does your PR introduce any breaking changes? If yes, please list them.

None

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cc @Borda @justusschock @awaelchli @ninginthecloud

@carmocca carmocca added feature Is an improvement or enhancement data handling Generic data-related topic labels Jan 25, 2022
@carmocca carmocca added this to the 1.6 milestone Jan 25, 2022
@carmocca carmocca self-assigned this Jan 25, 2022
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Super super neat !

pytorch_lightning/utilities/fetching.py Show resolved Hide resolved
pytorch_lightning/utilities/fetching.py Show resolved Hide resolved
@carmocca carmocca enabled auto-merge (squash) February 2, 2022 21:04
@mergify mergify bot added the ready PRs ready to be merged label Feb 4, 2022
@carmocca carmocca merged commit 7da931d into master Feb 5, 2022
@carmocca carmocca deleted the feat/support-no-prefetching branch February 5, 2022 03:59
@carmocca carmocca mentioned this pull request Feb 24, 2022
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4 participants