[inductor] Fix bug where viewed outputs get padded #163398

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jansel wants to merge 5 commits into gh/jansel/537/base from gh/jansel/537/head

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jansel commented Sep 20, 2025 •

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


          Update

35a4435

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jansel mentioned this pull request

Better decomp for torch.eye #163386

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pytorch-bot bot commented Sep 20, 2025 •

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🧪 See artifacts and rendered test results at hud.pytorch.org/pr/163398

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jansel added a commit that referenced this pull request


          [inductor] Fix bug where viewed outputs get padded

9343aab

Fixes #163328


ghstack-source-id: 41f1f13
Pull-Request: #163398

This was referenced Sep 20, 2025

[inductor] Fallback on strided complex add #163387

Closed

[inductor] Support out_dtype arg to matmul #163393

Closed

pytorch-bot bot added ciflow/inductor module: inductor labels

jansel mentioned this pull request

Fix prims.broadcast_in_dim functionalization #163377

Closed

jansel added the topic: not user facing label

jansel requested a review from yifuwang

September 20, 2025 04:01


          Update

a085b94

[ghstack-poisoned]

jansel requested a review from eellison

September 20, 2025 15:23

This was referenced Sep 20, 2025

[dynamo] Fix TorchFunctionMode handling with get_rng_state #163412

Closed

[inductor] Skip test_baddmm on XPU #163414

Closed

[inductor] Don't require_dense for grid_sampler_2d_backward #163415

Closed

[inductor] libdevice.sqrt => tl.sqrt_rn #163419

Closed

[inductor] Fix error from custom CUDA allocators #163422

Closed

[inductor] Freeze layouts in FlexAttention #163434

Closed

jansel added 2 commits

September 20, 2025 22:27


          Update

a7ee7fa

[ghstack-poisoned]


          Update

2dfb84e

[ghstack-poisoned]

This was referenced Sep 22, 2025

[inductor] Fix issue with scalar arg handling #163481

Closed

[inductor] Fix divmod error in decomp #163482

Closed

eellison approved these changes

View reviewed changes

jansel mentioned this pull request

[inductor] Fix bugs in emulate_precision_casts #163520

Closed


          Update

75235f2

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Collaborator

pytorchmergebot commented Sep 22, 2025

Starting merge as part of PR stack under #163434

Collaborator

pytorchmergebot commented Sep 22, 2025

Starting merge as part of PR stack under #163415

pytorchmergebot closed this in

36c2a13

pytorchmergebot pushed a commit that referenced this pull request


          [inductor] Skip test_baddmm on XPU (#163414)

c8fd2b4

Fixes #161484
Pull Request resolved: #163414
Approved by: https://github.com/Skylion007
ghstack dependencies: #163386, #163398, #163387

pytorchmergebot pushed a commit that referenced this pull request


          [inductor] Don't require_dense for grid_sampler_2d_backward (#163415)

4fc271e

Fixes #163372

Pull Request resolved: #163415
Approved by: https://github.com/Skylion007
ghstack dependencies: #163386, #163398, #163387, #163414

pytorchmergebot pushed a commit that referenced this pull request


          [inductor] libdevice.sqrt => tl.sqrt_rn (#163419)

518c320

Fixes #163082

Pull Request resolved: #163419
Approved by: https://github.com/Skylion007, https://github.com/mlazos
ghstack dependencies: #163386, #163398, #163387, #163414, #163415

pytorchmergebot pushed a commit that referenced this pull request


          [inductor] Freeze layouts in FlexAttention (#163434)

ed84e80

Fixes #163300

Pull Request resolved: #163434
Approved by: https://github.com/drisspg
ghstack dependencies: #163386, #163398, #163387, #163414, #163415, #163419

pytorchmergebot pushed a commit that referenced this pull request


          [inductor] Support out_dtype arg to matmul (#163393)

9c4d9f9

Fixes #163275

Pull Request resolved: #163393
Approved by: https://github.com/eellison, https://github.com/coconutruben
ghstack dependencies: #163386, #163398, #163387, #163414, #163415, #163419, #163434

pytorchmergebot pushed a commit that referenced this pull request


          [dynamo] Fix TorchFunctionMode handling with get_rng_state (#163412)

6ef7487

Fixes #162624
Fixes #162586

Pull Request resolved: #163412
Approved by: https://github.com/eellison
ghstack dependencies: #163386, #163398, #163387, #163414, #163415, #163419, #163434, #163393

pytorchmergebot pushed a commit that referenced this pull request


          [inductor] Fix error from custom CUDA allocators (#163422)

49e7b2f

Fixes #163257

Pull Request resolved: #163422
Approved by: https://github.com/eellison
ghstack dependencies: #163386, #163398, #163387, #163414, #163415, #163419, #163434, #163393, #163412

pytorchmergebot pushed a commit that referenced this pull request


          [inductor] Fix issue with scalar arg handling (#163481)

ca512af

Fixes #163420

Pull Request resolved: #163481
Approved by: https://github.com/eellison
ghstack dependencies: #163386, #163398, #163387, #163414, #163415, #163419, #163434, #163393, #163412, #163422

pytorchmergebot pushed a commit that referenced this pull request


          [inductor] Fix bugs in emulate_precision_casts (#163520)

6fa9727

Fixes #163449
Pull Request resolved: #163520
Approved by: https://github.com/eellison
ghstack dependencies: #163386, #163398, #163387, #163414, #163415, #163419, #163434, #163393, #163412, #163422, #163481

pytorchmergebot pushed a commit that referenced this pull request


          [inductor] Fix divmod error in decomp (#163482)

d746b98

Fixes #163457

Pull Request resolved: #163482
Approved by: https://github.com/eellison
ghstack dependencies: #163386, #163398, #163387, #163414, #163415, #163419, #163434, #163393, #163412, #163422, #163481, #163520

pytorchmergebot pushed a commit that referenced this pull request


          Revert "[inductor] Fix issue with scalar arg handling" (#163737)

3e1b1a3

This reverts commit a8cd437.

See #163481 (comment)

This PR might also cause issues with cudagraphs.

Pull Request resolved: #163737
Approved by: https://github.com/ezyang
ghstack dependencies: #163386, #163398, #163387, #163414, #163415, #163419, #163434, #163393, #163412, #163422, #163481, #163520, #163482

dsashidh pushed a commit to dsashidh/pytorch that referenced this pull request


          [inductor] Fix bug where viewed outputs get padded (pytorch#163398)

df7176d

Fixes pytorch#163328

Pull Request resolved: pytorch#163398
Approved by: https://github.com/eellison
ghstack dependencies: pytorch#163386

dsashidh pushed a commit to dsashidh/pytorch that referenced this pull request


          [inductor] Fallback on strided complex add (pytorch#163387)

11b3859

Fixes pytorch#163243
Fixes pytorch#162561

Pull Request resolved: pytorch#163387
Approved by: https://github.com/eellison
ghstack dependencies: pytorch#163386, pytorch#163398

dsashidh pushed a commit to dsashidh/pytorch that referenced this pull request


          [inductor] Skip test_baddmm on XPU (pytorch#163414)

7a27472

Fixes pytorch#161484
Pull Request resolved: pytorch#163414
Approved by: https://github.com/Skylion007
ghstack dependencies: pytorch#163386, pytorch#163398, pytorch#163387

dsashidh pushed a commit to dsashidh/pytorch that referenced this pull request


          [inductor] Don't require_dense for grid_sampler_2d_backward (pytorch#…

e038c4d

…163415)

Fixes pytorch#163372

Pull Request resolved: pytorch#163415
Approved by: https://github.com/Skylion007
ghstack dependencies: pytorch#163386, pytorch#163398, pytorch#163387, pytorch#163414

dsashidh pushed a commit to dsashidh/pytorch that referenced this pull request


          [inductor] libdevice.sqrt => tl.sqrt_rn (pytorch#163419)

4c1969e

Fixes pytorch#163082

Pull Request resolved: pytorch#163419
Approved by: https://github.com/Skylion007, https://github.com/mlazos
ghstack dependencies: pytorch#163386, pytorch#163398, pytorch#163387, pytorch#163414, pytorch#163415

dsashidh pushed a commit to dsashidh/pytorch that referenced this pull request


          [inductor] Freeze layouts in FlexAttention (pytorch#163434)

1fc5e2b

Fixes pytorch#163300

Pull Request resolved: pytorch#163434
Approved by: https://github.com/drisspg
ghstack dependencies: pytorch#163386, pytorch#163398, pytorch#163387, pytorch#163414, pytorch#163415, pytorch#163419

dsashidh pushed a commit to dsashidh/pytorch that referenced this pull request


          [inductor] Support out_dtype arg to matmul (pytorch#163393)

642eee2

Fixes pytorch#163275

Pull Request resolved: pytorch#163393
Approved by: https://github.com/eellison, https://github.com/coconutruben
ghstack dependencies: pytorch#163386, pytorch#163398, pytorch#163387, pytorch#163414, pytorch#163415, pytorch#163419, pytorch#163434

dsashidh pushed a commit to dsashidh/pytorch that referenced this pull request


          [dynamo] Fix TorchFunctionMode handling with get_rng_state (pytorch#1…

2cbaddb

…63412)

Fixes pytorch#162624
Fixes pytorch#162586

Pull Request resolved: pytorch#163412
Approved by: https://github.com/eellison
ghstack dependencies: pytorch#163386, pytorch#163398, pytorch#163387, pytorch#163414, pytorch#163415, pytorch#163419, pytorch#163434, pytorch#163393

dsashidh pushed a commit to dsashidh/pytorch that referenced this pull request


          [inductor] Fix error from custom CUDA allocators (pytorch#163422)

f3d9ff8

Fixes pytorch#163257

Pull Request resolved: pytorch#163422
Approved by: https://github.com/eellison
ghstack dependencies: pytorch#163386, pytorch#163398, pytorch#163387, pytorch#163414, pytorch#163415, pytorch#163419, pytorch#163434, pytorch#163393, pytorch#163412

dsashidh pushed a commit to dsashidh/pytorch that referenced this pull request


          [inductor] Fix issue with scalar arg handling (pytorch#163481)

e8e41d6

Fixes pytorch#163420

Pull Request resolved: pytorch#163481
Approved by: https://github.com/eellison
ghstack dependencies: pytorch#163386, pytorch#163398, pytorch#163387, pytorch#163414, pytorch#163415, pytorch#163419, pytorch#163434, pytorch#163393, pytorch#163412, pytorch#163422

dsashidh pushed a commit to dsashidh/pytorch that referenced this pull request


          [inductor] Fix bugs in emulate_precision_casts (pytorch#163520)

25d3d52

Fixes pytorch#163449
Pull Request resolved: pytorch#163520
Approved by: https://github.com/eellison
ghstack dependencies: pytorch#163386, pytorch#163398, pytorch#163387, pytorch#163414, pytorch#163415, pytorch#163419, pytorch#163434, pytorch#163393, pytorch#163412, pytorch#163422, pytorch#163481

dsashidh pushed a commit to dsashidh/pytorch that referenced this pull request


          [inductor] Fix divmod error in decomp (pytorch#163482)

9a6a07f

Fixes pytorch#163457

Pull Request resolved: pytorch#163482
Approved by: https://github.com/eellison
ghstack dependencies: pytorch#163386, pytorch#163398, pytorch#163387, pytorch#163414, pytorch#163415, pytorch#163419, pytorch#163434, pytorch#163393, pytorch#163412, pytorch#163422, pytorch#163481, pytorch#163520

dsashidh pushed a commit to dsashidh/pytorch that referenced this pull request


          Revert "[inductor] Fix issue with scalar arg handling" (pytorch#163737)

be4de28

This reverts commit a8cd437.

See pytorch#163481 (comment)

This PR might also cause issues with cudagraphs.

Pull Request resolved: pytorch#163737
Approved by: https://github.com/ezyang
ghstack dependencies: pytorch#163386, pytorch#163398, pytorch#163387, pytorch#163414, pytorch#163415, pytorch#163419, pytorch#163434, pytorch#163393, pytorch#163412, pytorch#163422, pytorch#163481, pytorch#163520, pytorch#163482

jainapurva pushed a commit that referenced this pull request


          [inductor] Fix issue with scalar arg handling (#163481)

7fcb471

Fixes #163420

Pull Request resolved: #163481
Approved by: https://github.com/eellison
ghstack dependencies: #163386, #163398, #163387, #163414, #163415, #163419, #163434, #163393, #163412, #163422

jainapurva pushed a commit that referenced this pull request


          [inductor] Fix bugs in emulate_precision_casts (#163520)

0b4ce81

Fixes #163449
Pull Request resolved: #163520
Approved by: https://github.com/eellison
ghstack dependencies: #163386, #163398, #163387, #163414, #163415, #163419, #163434, #163393, #163412, #163422, #163481

jainapurva pushed a commit that referenced this pull request


          [inductor] Fix divmod error in decomp (#163482)

f424a19

Fixes #163457

Pull Request resolved: #163482
Approved by: https://github.com/eellison
ghstack dependencies: #163386, #163398, #163387, #163414, #163415, #163419, #163434, #163393, #163412, #163422, #163481, #163520

jainapurva pushed a commit that referenced this pull request


          Revert "[inductor] Fix issue with scalar arg handling" (#163737)

cb2c05b

This reverts commit a8cd437.

See #163481 (comment)

This PR might also cause issues with cudagraphs.

Pull Request resolved: #163737
Approved by: https://github.com/ezyang
ghstack dependencies: #163386, #163398, #163387, #163414, #163415, #163419, #163434, #163393, #163412, #163422, #163481, #163520, #163482

github-actions bot deleted the gh/jansel/537/head branch

October 23, 2025 02:13

Khanaksahu pushed a commit to Khanaksahu/pytorch that referenced this pull request


          [inductor] Fix bug where viewed outputs get padded

25d17d8

Fixes #163328


ghstack-source-id: 97b373e
Pull-Request: pytorch/pytorch#163398

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ciflow/inductor Merged module: inductor topic: not user facing