[Inductor] Inplacing with Donated Buffer #133368

BoyuanFeng · 2024-08-13T22:07:23Z

Experiment memory inplacing with Donated Buffer.

cc @voznesenskym @penguinwu @EikanWang @jgong5 @Guobing-Chen @XiaobingSuper @zhuhaozhe @blzheng @wenzhe-nrv @jiayisunx @ipiszy @yf225 @chenyang78 @kadeng @muchulee8 @ColinPeppler @amjames @desertfire @chauhang @aakhundov

pytorch-bot · 2024-08-13T22:07:26Z

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❌ 130 Cancelled Jobs

As of commit 1434048 with merge base ba9645f ():

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github-actions · 2024-10-12T22:35:22Z

Looks like this PR hasn't been updated in a while so we're going to go ahead and mark this as Stale.
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BoyuanFeng · 2024-11-08T06:46:00Z

torch/_inductor/scheduler.py

-        fused_nodes = {
-            node.get_name()
-            for node in self.scheduler.name_to_fused_node[self.get_name()].get_nodes()
-        }

-        ordered_reads = sorted(self.read_writes.reads, key=lambda x: x.name)


Delete unused code

initial impl

01ac329

pytorch-bot bot added ciflow/inductor module: inductor labels Aug 13, 2024

BoyuanFeng marked this pull request as draft August 13, 2024 22:07

github-actions bot added the Stale label Oct 12, 2024

eellison mentioned this pull request Oct 23, 2024

Allow inplacing buffer when other users are inconsequential #138383

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BoyuanFeng added 2 commits October 25, 2024 15:07

Merge branch 'main' into bf/donated-buffer-inplace

e64a5f9

cleanup

528381e

BoyuanFeng added the release notes: inductor label Oct 25, 2024

BoyuanFeng self-assigned this Oct 25, 2024

BoyuanFeng added 4 commits October 28, 2024 10:07

Merge branch 'main' into bf/donated-buffer-inplace

76c93f0

nit

422334e

nit

7817a61

Merge branch 'main' into bf/donated-buffer-inplace

853e0fa

BoyuanFeng removed the Stale label Oct 28, 2024

BoyuanFeng added 2 commits October 28, 2024 16:49

wip

14fc11e

support donated buffer inplace

9f1b1de

BoyuanFeng changed the title ~~[Inductor][Do NOT Review] Inplacing with Donated Buffer~~ [Inductor] Inplacing with Donated Buffer Oct 31, 2024

BoyuanFeng added 4 commits October 31, 2024 13:39

wip

98c386d

wip

97a8b14

add tests

6617718

Merge branch 'main' into bf/donated-buffer-inplace

498f0cd

BoyuanFeng marked this pull request as ready for review November 1, 2024 01:11

BoyuanFeng added 2 commits November 1, 2024 11:47

nit

41d4593

only access storage if a tensor has storage (not sparse)

0fcd404

BoyuanFeng requested a review from bdhirsh as a code owner November 1, 2024 21:20

pytorch-bot bot added the module: dynamo label Nov 1, 2024

Merge branch 'main' into bf/donated-buffer-inplace

d418827

BoyuanFeng added 3 commits November 4, 2024 14:01

enable by default in oss

17cf97e

nit

99642a6

nit for cpp_wrapper

47b1a67

BoyuanFeng added the ciflow/rocm Trigger "default" config CI on ROCm label Nov 5, 2024

BoyuanFeng added 2 commits November 5, 2024 11:25

Merge branch 'main' into bf/donated-buffer-inplace

20bce22

nit

56ef357

BoyuanFeng removed the request for review from bdhirsh November 5, 2024 19:31

BoyuanFeng added 3 commits November 5, 2024 11:33

remove change for local completed operations for FusedSchedulerNode

dab44ed

nit

94f1709

Merge branch 'main' into bf/donated-buffer-inplace

1434048

BoyuanFeng commented Nov 8, 2024

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[Inductor] Inplacing with Donated Buffer #133368

[Inductor] Inplacing with Donated Buffer #133368

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[Inductor] Inplacing with Donated Buffer #133368

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🔗 Helpful Links

🧪 See artifacts and rendered test results at hud.pytorch.org/pr/133368

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