[inductor] Add AOTI ABI shim function for repeat_interleave.Tensor #110745
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Summary: `repeat_interleave.Tensor` doesn't have inductor lowering. To invoke the operator in AOT Inductor's ABI compatibility mode we need a dedicated shim function. Test Plan: ``` $ python test/inductor/test_aot_inductor.py -k test_repeat_interleave ... ---------------------------------------------------------------------- Ran 4 tests in 70.526s OK ``` Reviewers: Subscribers: Tasks: Tags: [ghstack-poisoned]
🔗 Helpful Links🧪 See artifacts and rendered test results at hud.pytorch.org/pr/110745
Note: Links to docs will display an error until the docs builds have been completed. ✅ You can merge normally! (3 Unrelated Failures)As of commit c6ffb88 with merge base 371d8ba ( UNSTABLE - The following jobs failed but were likely due to flakiness present on trunk and has been marked as unstable:
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aakhundov
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Oct 6, 2023
Summary: `repeat_interleave.Tensor` doesn't have inductor lowering. To invoke the operator in AOT Inductor's ABI compatibility mode we need a dedicated shim function. Test Plan: ``` $ python test/inductor/test_aot_inductor.py -k test_repeat_interleave ... ---------------------------------------------------------------------- Ran 4 tests in 70.526s OK ``` Reviewers: Subscribers: Tasks: Tags: ghstack-source-id: 2b139a3 Pull Request resolved: #110745
aakhundov
changed the title
This was referenced Oct 6, 2023
…e.Tensor" Summary: `repeat_interleave.Tensor` doesn't have inductor lowering. To invoke the operator in AOT Inductor's ABI compatibility mode we need a dedicated shim function. Test Plan: ``` $ python test/inductor/test_aot_inductor.py -k test_repeat_interleave ... ---------------------------------------------------------------------- Ran 4 tests in 70.526s OK ``` Reviewers: Subscribers: Tasks: Tags: cc voznesenskym penguinwu EikanWang jgong5 Guobing-Chen XiaobingSuper zhuhaozhe blzheng Xia-Weiwen wenzhe-nrv jiayisunx peterbell10 ipiszy yf225 chenyang78 kadeng muchulee8 ColinPeppler [ghstack-poisoned]
…e.Tensor" Summary: `repeat_interleave.Tensor` doesn't have inductor lowering. To invoke the operator in AOT Inductor's ABI compatibility mode we need a dedicated shim function. Test Plan: ``` $ python test/inductor/test_aot_inductor.py -k test_repeat_interleave ... ---------------------------------------------------------------------- Ran 4 tests in 70.526s OK ``` Reviewers: Subscribers: Tasks: Tags: cc voznesenskym penguinwu EikanWang jgong5 Guobing-Chen XiaobingSuper zhuhaozhe blzheng Xia-Weiwen wenzhe-nrv jiayisunx peterbell10 ipiszy yf225 chenyang78 kadeng muchulee8 ColinPeppler [ghstack-poisoned]
aakhundov
added
ciflow/trunk
…e.Tensor" Summary: `repeat_interleave.Tensor` doesn't have inductor lowering. To invoke the operator in AOT Inductor's ABI compatibility mode we need a dedicated shim function. Test Plan: ``` $ python test/inductor/test_aot_inductor.py -k test_repeat_interleave ... ---------------------------------------------------------------------- Ran 4 tests in 70.526s OK ``` Reviewers: Subscribers: Tasks: Tags: cc voznesenskym penguinwu EikanWang jgong5 Guobing-Chen XiaobingSuper zhuhaozhe blzheng Xia-Weiwen wenzhe-nrv jiayisunx peterbell10 ipiszy yf225 chenyang78 kadeng muchulee8 ColinPeppler [ghstack-poisoned]
…e.Tensor" Summary: `repeat_interleave.Tensor` doesn't have inductor lowering. To invoke the operator in AOT Inductor's ABI compatibility mode we need a dedicated shim function. Test Plan: ``` $ python test/inductor/test_aot_inductor.py -k test_repeat_interleave ... ---------------------------------------------------------------------- Ran 4 tests in 70.526s OK ``` Reviewers: Subscribers: Tasks: Tags: cc voznesenskym penguinwu EikanWang jgong5 Guobing-Chen XiaobingSuper zhuhaozhe blzheng Xia-Weiwen wenzhe-nrv jiayisunx peterbell10 ipiszy yf225 chenyang78 kadeng muchulee8 ColinPeppler [ghstack-poisoned]
…e.Tensor" Summary: `repeat_interleave.Tensor` doesn't have inductor lowering. To invoke the operator in AOT Inductor's ABI compatibility mode we need a dedicated shim function. Test Plan: ``` $ python test/inductor/test_aot_inductor.py -k test_repeat_interleave ... ---------------------------------------------------------------------- Ran 4 tests in 70.526s OK ``` Reviewers: Subscribers: Tasks: Tags: cc voznesenskym penguinwu EikanWang jgong5 Guobing-Chen XiaobingSuper zhuhaozhe blzheng Xia-Weiwen wenzhe-nrv jiayisunx peterbell10 ipiszy yf225 chenyang78 kadeng muchulee8 ColinPeppler [ghstack-poisoned]
…e.Tensor" Summary: `repeat_interleave.Tensor` doesn't have inductor lowering. To invoke the operator in AOT Inductor's ABI compatibility mode we need a dedicated shim function. Test Plan: ``` $ python test/inductor/test_aot_inductor.py -k test_repeat_interleave ... ---------------------------------------------------------------------- Ran 4 tests in 70.526s OK ``` Reviewers: Subscribers: Tasks: Tags: cc voznesenskym penguinwu EikanWang jgong5 Guobing-Chen XiaobingSuper zhuhaozhe blzheng Xia-Weiwen wenzhe-nrv jiayisunx peterbell10 ipiszy yf225 chenyang78 kadeng muchulee8 ColinPeppler [ghstack-poisoned]
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Merge startedYour change will be merged once all checks pass (ETA 0-4 Hours). Learn more about merging in the wiki. Questions? Feedback? Please reach out to the PyTorch DevX Team |
pytorchmergebot
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Oct 7, 2023
…110764) Summary: For unbacked SymInts, the C++ wrapper codegen can generate expressions like `buf123.size()` or `.stride()` or `.storage_offset()`: https://github.com/pytorch/pytorch/blob/7cc0020a80527207a1725e6d21ce7c326668fe0d/torch/_inductor/ir.py#L2504-L2520 Here we add corresponding methods to the `RAIIAtenTensorHandle` class so that the above codegen works in the ABI compatibility mode. Test Plan: CI + the following PR Reviewers: Subscribers: Tasks: Tags: Pull Request resolved: #110764 Approved by: https://github.com/chenyang78 ghstack dependencies: #110713, #110745
pytorchmergebot
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Oct 7, 2023
Summary: `torch.nonzero` doesn't have inductor lowering (yet). To invoke the operator in AOT Inductor's ABI compatibility mode we need a dedicated shim function. Test Plan: ``` $ python test/inductor/test_aot_inductor.py -k test_zero_grid_with_unbacked_symbols ... ---------------------------------------------------------------------- Ran 4 tests in 78.650s OK ``` Reviewers: Subscribers: Tasks: Tags: Pull Request resolved: #110766 Approved by: https://github.com/chenyang78 ghstack dependencies: #110713, #110745, #110764
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Stack from ghstack (oldest at bottom):
Summary:
repeat_interleave.Tensordoesn't have inductor lowering. To invoke the operator in AOT Inductor's ABI compatibility mode we need a dedicated shim function.Test Plan:
Reviewers:
Subscribers:
Tasks:
Tags:
cc @voznesenskym @penguinwu @EikanWang @jgong5 @Guobing-Chen @XiaobingSuper @zhuhaozhe @blzheng @Xia-Weiwen @wenzhe-nrv @jiayisunx @peterbell10 @ipiszy @yf225 @chenyang78 @kadeng @muchulee8 @ColinPeppler