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2,791,408,646
Fixed typo in docs/source/scripts/build_activation_images.py
Sai-Pra
closed
[ "open source" ]
2
CONTRIBUTOR
Fixed typo, changed programmaticaly to programmatically
true
2,791,397,569
[export] check non-negative modulus, avoid unnecessary congruences, in export solver
pianpwk
open
[ "fb-exported", "Stale", "ciflow/trunk", "release notes: fx", "fx", "ciflow/inductor" ]
6
CONTRIBUTOR
Fixes #144852 Summary: if we find x = a * k + b, make sure a is non-negative. Also don't introduce unnecessary congruences on arbitrary floordiv expressions. Test case checks we don't introduce a divisiblity guard. Test Plan: test_export Differential Revision: D68245292 cc @ezyang @SherlockNoMad @Eik...
true
2,791,393,947
[MPSInductor] Fix codegen regression
malfet
closed
[ "Merged", "topic: not user facing", "ciflow/mps", "module: inductor", "ciflow/inductor" ]
3
CONTRIBUTOR
Stack from [ghstack](https://github.com/ezyang/ghstack) (oldest at bottom): * __->__ #144924 * #144917 Caused by https://github.com/pytorch/pytorch/pull/144649 Do not try to insert anything into the header if wrapper is not ready yet Fixes `test_sort_mps` cc @voznesenskym @penguinwu @EikanWang @jgong5 @Guobing-Chen...
true
2,791,393,383
DISABLED test_aoti_eager_dtype_device_layout_dynamic_shapes_cuda (__main__.DynamicShapesCodegenGPUTests)
pytorch-bot[bot]
closed
[ "module: rocm", "triaged", "module: flaky-tests", "skipped", "oncall: pt2", "module: inductor" ]
8
NONE
Platforms: rocm This test was disabled because it is failing in CI. See [recent examples](https://hud.pytorch.org/flakytest?name=test_aoti_eager_dtype_device_layout_dynamic_shapes_cuda&suite=DynamicShapesCodegenGPUTests&limit=100) and the most recent trunk [workflow logs](https://github.com/pytorch/pytorch/runs/356796...
true
2,791,393,381
DISABLED test_aoti_eager_support_str_dynamic_shapes_cuda (__main__.DynamicShapesGPUTests)
pytorch-bot[bot]
closed
[ "module: rocm", "triaged", "module: flaky-tests", "skipped", "oncall: pt2", "module: inductor" ]
5
NONE
Platforms: rocm This test was disabled because it is failing in CI. See [recent examples](https://hud.pytorch.org/flakytest?name=test_aoti_eager_support_str_dynamic_shapes_cuda&suite=DynamicShapesGPUTests&limit=100) and the most recent trunk [workflow logs](https://github.com/pytorch/pytorch/runs/35679665765). Over t...
true
2,791,393,380
DISABLED test_repeat_graph_capture_cublas_workspace_memory (__main__.TestCuda)
pytorch-bot[bot]
open
[ "module: cuda", "module: rocm", "triaged", "module: flaky-tests", "skipped" ]
5
NONE
Platforms: rocm This test was disabled because it is failing in CI. See [recent examples](https://hud.pytorch.org/flakytest?name=test_repeat_graph_capture_cublas_workspace_memory&suite=TestCuda&limit=100) and the most recent trunk [workflow logs](https://github.com/pytorch/pytorch/runs/35670628070). Over the past 3 h...
true
2,791,392,704
DISABLED test_returning_symint (__main__.TestPythonRegistration)
pytorch-bot[bot]
closed
[ "triaged", "module: flaky-tests", "skipped", "module: __torch_dispatch__" ]
3
NONE
Platforms: asan, linux, rocm, slow, win, windows, mac, macos This test was disabled because it is failing in CI. See [recent examples](https://hud.pytorch.org/flakytest?name=test_returning_symint&suite=TestPythonRegistration&limit=100) and the most recent trunk [workflow logs](https://github.com/pytorch/pytorch/ru...
true
2,791,392,684
DISABLED test_aoti_eager_cache_hit_dynamic_shapes_cuda (__main__.DynamicShapesGPUTests)
pytorch-bot[bot]
closed
[ "module: rocm", "triaged", "module: flaky-tests", "skipped", "oncall: pt2", "module: inductor" ]
6
NONE
Platforms: rocm This test was disabled because it is failing in CI. See [recent examples](https://hud.pytorch.org/flakytest?name=test_aoti_eager_cache_hit_dynamic_shapes_cuda&suite=DynamicShapesGPUTests&limit=100) and the most recent trunk [workflow logs](https://github.com/pytorch/pytorch/runs/35679665075). Over the...
true
2,791,392,630
DISABLED test_distributed_checkpoint_state_dict_type1_cuda (__main__.TestDistributedCheckpointCUDA)
pytorch-bot[bot]
open
[ "oncall: distributed", "module: flaky-tests", "skipped" ]
2
NONE
Platforms: linux This test was disabled because it is failing in CI. See [recent examples](https://hud.pytorch.org/flakytest?name=test_distributed_checkpoint_state_dict_type1_cuda&suite=TestDistributedCheckpointCUDA&limit=100) and the most recent trunk [workflow logs](https://github.com/pytorch/pytorch/runs/3567070029...
true
2,791,353,487
[MPSInductor] Properly convert index
malfet
closed
[ "Merged", "topic: not user facing", "ciflow/mps", "module: inductor", "ciflow/inductor" ]
1
CONTRIBUTOR
Stack from [ghstack](https://github.com/ezyang/ghstack) (oldest at bottom): * #144924 * __->__ #144917 By calling `self.index_to_str` from `load`,`store` and `check_bounds` in order to properly handle sizevars variables renames cc @voznesenskym @penguinwu @EikanWang @jgong5 @Guobing-Chen @XiaobingSuper @zhuhaozhe ...
true
2,791,351,573
[c10d][fr] Fix the bug when we still mark mismatch when there are match case
fduwjj
closed
[ "Merged", "ciflow/trunk", "topic: not user facing" ]
3
CONTRIBUTOR
Stack from [ghstack](https://github.com/ezyang/ghstack) (oldest at bottom): * __->__ #144916 When we introduce partial match, we accidentally introduce the mark of mismatch for the full match case. This is wrong and this PR fix it.
true
2,791,338,736
Update clickhouse-connect to 0.8.14
clee2000
closed
[ "Merged", "topic: not user facing" ]
3
CONTRIBUTOR
Corresponds to https://github.com/pytorch/test-infra/pull/6177 I only tested the slow test script but I also did testing on the new version with scripts in https://github.com/pytorch/test-infra/pull/6177
true
2,791,305,344
Prevent _legacy_load with weights_only=True
mikaylagawarecki
closed
[ "Merged", "Reverted", "ciflow/trunk", "release notes: python_frontend", "topic: improvements", "ciflow/inductor", "keep-going", "ci-no-td" ]
15
CONTRIBUTOR
Stack from [ghstack](https://github.com/ezyang/ghstack) (oldest at bottom): * __->__ #144914
true
2,791,292,409
UserWarning: cuDNN SDPA backward got grad_output.strides() != output.strides()
vecorro
open
[ "module: cudnn", "triaged", "module: sdpa" ]
0
NONE
### 🐛 Describe the bug I'm getting this warning when using TRainer and FSDP to pre-train Llama3.1-8b. `UserWarning: cuDNN SDPA backward got grad_output.strides() != output.strides()` This might introduce overhead in the training processes. I have tried to disable the backend with: ``` import os os.environ["TORCH...
true
2,791,283,544
DISABLED test_flex_attention (__main__.TestCompiledAutograd)
jeffdaily
closed
[ "module: rocm", "triaged", "skipped", "oncall: pt2", "module: higher order operators", "module: compiled autograd", "module: pt2-dispatcher", "module: flex attention" ]
1
COLLABORATOR
Platforms: rocm This test was disabled because it is failing on main branch ([recent examples](https://torch-ci.com/failure?failureCaptures=%5B%22inductor%2Ftest_compiled_autograd.py%3A%3ATestCompiledAutograd%3A%3Atest_flex_attention%22%5D)). Caused by this PR: https://github.com/pytorch/pytorch/pull/144533 The MI20...
true
2,791,263,757
[Submodule] Upgrade to Cutlass 3.6 part deux
drisspg
closed
[ "fb-exported", "Merged", "ciflow/trunk", "release notes: sparse" ]
7
CONTRIBUTOR
# Summary Take 2 of [D67866269](https://www.internalfb.com/diff/D67866269) Main change is that we identified and fixed the FA2 regression. More details can be found here https://github.com/pytorch/pytorch/issues/144729 and have landed that before this here: [D68194635](https://www.internalfb.com/diff/D68194635) Di...
true
2,791,255,925
cpp_wrapper: Properly handle scalars when input to tensor arguments
benjaminglass1
closed
[ "open source", "Merged", "ciflow/trunk", "topic: not user facing", "module: inductor", "ciflow/inductor" ]
3
COLLABORATOR
Stack from [ghstack](https://github.com/ezyang/ghstack) (oldest at bottom): * #145095 * __->__ #144910 Additionally, reduce code duplication in `cpp_wrapper_cpu_array_ref.py`. cc @voznesenskym @penguinwu @EikanWang @jgong5 @Guobing-Chen @XiaobingSuper @zhuhaozhe @blzheng @wenzhe-nrv @jiayisunx @ipiszy @yf225 @chenyan...
true
2,791,237,403
Update .gitignore
imranMkhan
closed
[ "topic: not user facing" ]
2
NONE
Fixes #ISSUE_NUMBER
true
2,791,234,339
A more flexible API for torch.compile fullgraph=True
xmfan
open
[ "triaged", "oncall: pt2", "module: dynamo" ]
7
MEMBER
### 🚀 The feature, motivation and pitch We're encouraging people to use fullgraph=True to better identify graph breaks. At the same time, we're empowering users to use escape hatches like torch._dynamo.disable. These two work against each other, and the best workaround I can think of is to ask users to stop fullgrapi...
true
2,791,073,206
`torch.export` for Yolo Pose fails
agunapal
closed
[ "oncall: pt2", "module: dynamic shapes", "module: dynamo", "oncall: export" ]
1
CONTRIBUTOR
### 🐛 Describe the bug I get an error when I try to export the Yolo-Pose model with `strict=True` The error goes away with `strict=False` `pip install ultralytics` ``` from ultralytics import YOLO import torch from torch.export import export pose_model = YOLO("yolo11n-pose.pt") # Load model pose_model.model.eval(...
true
2,791,045,826
torch.export fails for whisper tiny
agunapal
closed
[ "oncall: pt2", "module: dynamo", "oncall: export" ]
5
CONTRIBUTOR
### 🐛 Describe the bug Trying to export whisper model. Getting an error when I run with `strict=True` The model exports when I used `strict=False` Is this a valid Dynamo related issue which is addressed by non-strict mode? ``` import torch from transformers import WhisperProcessor, WhisperForConditionalGeneration...
true
2,791,029,904
Update fbgemm_gpu pin
malfet
open
[ "topic: not user facing", "ciflow/inductor", "no-runner-experiments" ]
6
CONTRIBUTOR
Used in inductor tests, to unblock https://github.com/pytorch/pytorch/pull/138626
true
2,791,021,623
DISABLED test_compile_forward_chunk_cpu_float32 (__main__.TestNestedTensorOpInfoCPU)
pytorch-bot[bot]
closed
[ "triaged", "module: flaky-tests", "module: nestedtensor", "skipped", "module: unknown" ]
4
NONE
Platforms: asan, linux, mac, macos, win, windows This test was disabled because it is failing in CI. See [recent examples](https://hud.pytorch.org/flakytest?name=test_compile_forward_chunk_cpu_float32&suite=TestNestedTensorOpInfoCPU&limit=100) and the most recent trunk [workflow logs](https://github.com/pytorch/pytorc...
true
2,791,021,533
DISABLED test_pt2_traceable_aot_eager_cpu_float8_e4m3fn (__main__.TestFloat8DtypeCPUOnlyCPU)
pytorch-bot[bot]
closed
[ "oncall: quantization", "module: flaky-tests", "skipped", "module: unknown" ]
12
NONE
Platforms: linux, mac, macos, asan This test was disabled because it is failing in CI. See [recent examples](https://hud.pytorch.org/flakytest?name=test_pt2_traceable_aot_eager_cpu_float8_e4m3fn&suite=TestFloat8DtypeCPUOnlyCPU&limit=100) and the most recent trunk [workflow logs](https://github.com/pytorch/pytorch/...
true
2,791,021,454
DISABLED test_channel_group_quantization (__main__.TestQuantizePT2EAffineQuantization)
pytorch-bot[bot]
closed
[ "oncall: quantization", "module: flaky-tests", "skipped", "module: unknown" ]
9
NONE
Platforms: asan, linux, mac, macos This test was disabled because it is failing in CI. See [recent examples](https://hud.pytorch.org/flakytest?name=test_channel_group_quantization&suite=TestQuantizePT2EAffineQuantization&limit=100) and the most recent trunk [workflow logs](https://github.com/pytorch/pytorch/runs/35666...
true
2,791,021,375
DISABLED test_compile_forward_select_cpu_float32 (__main__.TestNestedTensorOpInfoCPU)
pytorch-bot[bot]
closed
[ "triaged", "module: flaky-tests", "module: nestedtensor", "skipped", "module: unknown" ]
6
NONE
Platforms: asan, linux, mac, macos, win, windows This test was disabled because it is failing in CI. See [recent examples](https://hud.pytorch.org/flakytest?name=test_compile_forward_select_cpu_float32&suite=TestNestedTensorOpInfoCPU&limit=100) and the most recent trunk [workflow logs](https://github.com/pytorch/pyt...
true
2,791,021,309
DISABLED test_compile_forward_chunk_cuda_float32 (__main__.TestNestedTensorOpInfoCUDA)
pytorch-bot[bot]
closed
[ "triaged", "module: flaky-tests", "module: nestedtensor", "skipped", "module: unknown" ]
8
NONE
Platforms: linux, rocm, slow This test was disabled because it is failing in CI. See [recent examples](https://hud.pytorch.org/flakytest?name=test_compile_forward_chunk_cuda_float32&suite=TestNestedTensorOpInfoCUDA&limit=100) and the most recent trunk [workflow logs](https://github.com/pytorch/pytorch/runs/35667819694...
true
2,791,020,926
DISABLED test_compile_forward_clone_cuda_float32 (__main__.TestNestedTensorOpInfoCUDA)
pytorch-bot[bot]
closed
[ "triaged", "module: flaky-tests", "module: nestedtensor", "skipped", "module: unknown" ]
4
NONE
Platforms: linux, slow This test was disabled because it is failing in CI. See [recent examples](https://hud.pytorch.org/flakytest?name=test_compile_forward_clone_cuda_float32&suite=TestNestedTensorOpInfoCUDA&limit=100) and the most recent trunk [workflow logs](https://github.com/pytorch/pytorch/runs/35670326638). Ov...
true
2,791,020,866
DISABLED test_re_export_preserve_handle (__main__.TestNumericDebugger)
pytorch-bot[bot]
open
[ "triaged", "module: flaky-tests", "module: macos", "skipped" ]
3
NONE
Platforms: mac, macos This test was disabled because it is failing in CI. See [recent examples](https://hud.pytorch.org/flakytest?name=test_re_export_preserve_handle&suite=TestNumericDebugger&limit=100) and the most recent trunk [workflow logs](https://github.com/pytorch/pytorch/runs/35666010341). Over the past 3 hou...
true
2,791,020,811
DISABLED test_recompile_on_global_state_change (__main__.MiscTests)
pytorch-bot[bot]
closed
[ "module: rocm", "triaged", "module: flaky-tests", "skipped" ]
9
NONE
Platforms: rocm This test was disabled because it is failing in CI. See [recent examples](https://hud.pytorch.org/flakytest?name=test_recompile_on_global_state_change&suite=MiscTests&limit=100) and the most recent trunk [workflow logs](https://github.com/pytorch/pytorch/runs/35668591743). Over the past 3 hours, it ha...
true
2,791,020,723
DISABLED test_recompile_on_global_state_change_dynamic_shapes (__main__.DynamicShapesMiscTests)
pytorch-bot[bot]
closed
[ "module: rocm", "triaged", "module: flaky-tests", "skipped" ]
9
NONE
Platforms: rocm This test was disabled because it is failing in CI. See [recent examples](https://hud.pytorch.org/flakytest?name=test_recompile_on_global_state_change_dynamic_shapes&suite=DynamicShapesMiscTests&limit=100) and the most recent trunk [workflow logs](https://github.com/pytorch/pytorch/runs/35670761806). ...
true
2,791,020,695
DISABLED test_mismatched_global_state (__main__.GraphRegionTrackerTests)
pytorch-bot[bot]
closed
[ "module: rocm", "triaged", "module: flaky-tests", "skipped" ]
11
NONE
Platforms: rocm This test was disabled because it is failing in CI. See [recent examples](https://hud.pytorch.org/flakytest?name=test_mismatched_global_state&suite=GraphRegionTrackerTests&limit=100) and the most recent trunk [workflow logs](https://github.com/pytorch/pytorch/runs/35666846912). Over the past 3 hours, ...
true
2,791,018,380
serde unbacked bindings
avikchaudhuri
closed
[ "fb-exported", "Merged", "ciflow/trunk", "ciflow/inductor", "release notes: export" ]
10
CONTRIBUTOR
Stack from [ghstack](https://github.com/ezyang/ghstack) (oldest at bottom): * __->__ #144894 Adds unbacked bindings during deserialization. These are carried by a node's metadata, and map pending fresh unbacked symbols to paths to such symbols inside the corresponding example value carried by the node's metadata. ...
true
2,791,016,854
TIMM Training cudagraphs poolformer_m36 regression
zou3519
closed
[ "high priority", "triaged", "module: cuda graphs", "oncall: pt2", "pt2-pass-rate-regression" ]
3
CONTRIBUTOR
Used to pass, now "eager_two_runs_differ". This probably just needs some tolerance adjustments https://hud.pytorch.org/benchmark/timm_models/inductor_with_cudagraphs?dashboard=torchinductor&startTime=Fri,%2019%20Jul%202024%2020:48:05%20GMT&stopTime=Wed,%2015%20Jan%202025%2021:48:05%20GMT&granularity=week&mode=trainin...
true
2,791,009,120
serde unbacked bindings
avikchaudhuri
closed
[ "fb-exported", "ciflow/inductor", "release notes: export" ]
2
CONTRIBUTOR
Stack from [ghstack](https://github.com/ezyang/ghstack) (oldest at bottom): * __->__ #144892 Differential Revision: [D68232274](https://our.internmc.facebook.com/intern/diff/D68232274/)
true
2,790,993,484
TorchBench mobilenet_v2 cudagraphs_freezing inference regression
zou3519
closed
[ "high priority", "triaged", "module: cuda graphs", "oncall: pt2", "pt2-pass-rate-regression" ]
2
CONTRIBUTOR
https://hud.pytorch.org/benchmark/torchbench/inductor_with_cudagraphs_freezing?dashboard=torchinductor&startTime=Fri,%2019%20Jul%202024%2020:38:32%20GMT&stopTime=Wed,%2015%20Jan%202025%2021:38:32%20GMT&granularity=week&mode=inference&model=mobilenet_v2&dtype=bfloat16&deviceName=cuda%20(a100)&lBranch=main&lCommit=2ed4d6...
true
2,790,973,837
Ways the HUD compilers dashboard could be better
zou3519
open
[ "triaged", "enhancement", "module: devx" ]
1
CONTRIBUTOR
I got here because I'm trying to answer the question of "which compiler benchmarks regressed in the past year?" I've spent a couple of hours on the HUD dashboard page, and I still haven't figured this out yet. Here's some of the gripes that I ran into while trying to answer this question. 1) The page seems to refresh ...
true
2,790,871,759
Support remaining *_like factory functions for NJT
jbschlosser
closed
[ "Merged", "ciflow/trunk", "topic: improvements", "release notes: nested tensor" ]
12
CONTRIBUTOR
Stack from [ghstack](https://github.com/ezyang/ghstack) (oldest at bottom): * __->__ #144889 Fixes #144761 This PR adds NJT impls for those *_like functions that were previously missing: * `full_like()` * `rand_like()` * `randint_like()` It also fixes a bug in existing *_like functions when a new device is s...
true
2,790,866,668
TIMM cudagraphs_freezing inference regression
zou3519
closed
[ "high priority", "triaged", "module: cuda graphs", "oncall: pt2", "pt2-pass-rate-regression" ]
1
CONTRIBUTOR
https://hud.pytorch.org/benchmark/timm_models/inductor_with_cudagraphs_freezing?dashboard=torchinductor&startTime=Mon,%2016%20Dec%202024%2020:49:27%20GMT&stopTime=Wed,%2015%20Jan%202025%2020:49:27%20GMT&granularity=day&mode=inference&model=lcnet_050&dtype=bfloat16&deviceName=cuda%20(a100)&lBranch=main&lCommit=1dab79470...
true
2,790,810,275
Binary upload checksum
clee2000
closed
[ "Merged", "Reverted", "topic: not user facing", "ciflow/binaries_wheel", "ci-no-td" ]
8
CONTRIBUTOR
Equivalent to https://github.com/pytorch/test-infra/pull/6172 but for pytorch
true
2,790,806,102
[SymmetricMemory] fix an issue where rendezvous is performed with wrong device context when torch.cuda.set_device() is not callled
yifuwang
closed
[ "oncall: distributed", "Merged", "ciflow/trunk", "release notes: distributed (c10d)" ]
3
COLLABORATOR
Stack from [ghstack](https://github.com/ezyang/ghstack) (oldest at bottom): * #145652 * __->__ #144886 cc @H-Huang @awgu @kwen2501 @wanchaol @fegin @fduwjj @wz337 @wconstab @d4l3k @c-p-i-o
true
2,790,703,775
[dynamo] add option to not skip on empty graph
williamwen42
closed
[ "Merged", "ciflow/trunk", "topic: not user facing", "module: dynamo", "ciflow/inductor" ]
10
MEMBER
Stack from [ghstack](https://github.com/ezyang/ghstack) (oldest at bottom): * __->__ #144885 Temporary fix to https://github.com/pytorch/pytorch/issues/144360. Turning the config on globally will cause a bunch of tests to fail, which needs to be addressed in followups. I had a previous attempt at https://gith...
true
2,790,688,709
Adding more compile time logging in pad_mm
Mingming-Ding
closed
[ "fb-exported", "Merged", "ciflow/trunk", "topic: not user facing", "module: inductor", "ciflow/inductor" ]
22
CONTRIBUTOR
Summary: As title Test Plan: [midin@6262.od /data/sandcastle/boxes/fbsource/fbcode (99e64d2e4)]$ tlp buck run mode/opt caffe2/test/inductor:pad_mm -- -r test_exclude_padding https://interncache-all.fbcdn.net/manifold/perfetto-artifacts/tree/ui/index.html?url=https%3A%2F%2Finterncache-all.fbcdn.net%2Fmanifold%2Ft...
true
2,790,674,148
Fix erroneous at_vreinterpretq_u16_bf16 call
swolchok
closed
[ "module: cpu", "fb-exported", "Merged", "ciflow/trunk", "release notes: cpp", "ciflow/linux-aarch64" ]
7
CONTRIBUTOR
Stack from [ghstack](https://github.com/ezyang/ghstack) (oldest at bottom): * __->__ #144883 Here, `mask` is definitely a `uint16x8_t`, not an `at_bfloat16x8_t`, so we shouldn't be reintepreting it. Candidate fix for #144818 . Differential Revision: [D68224128](https://our.internmc.facebook.com/intern/diff/D6822...
true
2,790,671,403
fix typo in doc and import for torch._library.triton
ydwu4
closed
[ "Merged", "ciflow/trunk", "topic: docs", "topic: not user facing" ]
6
CONTRIBUTOR
Stack from [ghstack](https://github.com/ezyang/ghstack) (oldest at bottom): * __->__ #144882 Previously, the doc's suggested `from torch._library.triton import wrap_triton, triton_op` doesn't work because wrap_triton is not imported in torch/_library/__init__.py but `from torch.library import wrap_triton` works. This...
true
2,790,640,165
Uniformly update scipy pin to 1.14.1
ezyang
closed
[ "release notes: releng" ]
3
CONTRIBUTOR
Stack from [ghstack](https://github.com/ezyang/ghstack) (oldest at bottom): * #144695 * #144863 * __->__ #144881 Signed-off-by: Edward Z. Yang <ezyang@meta.com>
true
2,790,580,218
update guard_size_oblivious comment
laithsakka
closed
[ "fb-exported", "Stale", "ciflow/trunk", "release notes: fx", "fx", "ciflow/inductor" ]
10
CONTRIBUTOR
Summary: I just wish this was here when i learned about guard_size_oblivious, it turn out it is there on the other guard_size_oblivious function call. But it could have saved me some time to see it here as well. Differential Revision: D68216350 cc @ezyang @SherlockNoMad @EikanWang @jgong5 @wenzhe-nrv
true
2,790,532,890
FlexAttention Compilation Uses Non-Standard Invocation Of Inductor Ops
eellison
open
[ "triaged", "oncall: pt2", "module: inductor", "module: higher order operators", "module: pt2-dispatcher", "internal ramp-up task", "module: flex attention" ]
1
CONTRIBUTOR
### 🐛 Describe the bug `Modification Wrapper` uses a non-standard way of invoking inductor operators. In https://github.com/pytorch/pytorch/blob/d065e8a9de7d6b91bd18286bf45e5094f1278f9f/torch/_inductor/select_algorithm.py#L623-L634 it passes string arguments to `subgraph.data.inner_fn(())` instead of `CSEVariable...
true
2,790,489,838
[Release/2.6] Enable python-3.13t aarch64 builds
malfet
closed
[ "release notes: releng" ]
2
CONTRIBUTOR
Cherry-picks following 2 commits - https://github.com/pytorch/pytorch/pull/144716 - https://github.com/pytorch/pytorch/pull/144698 And regenerated the workflow file by running `RELEASE_VERSION_TAG=2.6 .github/regenerate.sh`
true
2,790,482,763
[mps] Massage test_full_truncation to work only on the supported dtypes.
dcci
closed
[ "Merged", "Reverted", "topic: not user facing", "module: mps", "ciflow/mps", "module: inductor", "ciflow/inductor", "ci-no-td" ]
8
MEMBER
Converted a first one to make sure the pattern was the one we wanted -- if we're OK with this, I'll probably adjust all the other failing ones in a batch or two. Let me know. cc @kulinseth @albanD @malfet @DenisVieriu97 @jhavukainen @voznesenskym @penguinwu @EikanWang @jgong5 @Guobing-Chen @XiaobingSuper @zhuhaozhe @b...
true
2,790,447,154
Enable sleef for Win Arm64
iremyux
closed
[ "triaged", "open source", "Merged", "ciflow/trunk", "release notes: build", "module: inductor", "ciflow/inductor" ]
4
COLLABORATOR
Sleef module was disabled for Windows Arm64 on https://github.com/iremyux/pytorch/commit/b021486405de45e184b34c4eeeba7c3b6cf2da73 This PR enables it again since the issue is no longer valid. cc @voznesenskym @penguinwu @EikanWang @jgong5 @Guobing-Chen @XiaobingSuper @zhuhaozhe @blzheng @wenzhe-nrv @jiayisunx @ipisz...
true
2,790,443,660
[Monitoring] Display on HUD the information about runners that failed to be created (which cause jobs to queue)
ZainRizvi
open
[ "module: ci", "triaged" ]
1
CONTRIBUTOR
## Context When job queuing for a significant period of time, it'll usually be for one of the following reasons: - The desired machine is out of stock. We'll retry creating that instance until it becomes available - There's a bug preventing that runner type from coming online, or perhaps even being provisioned - Some o...
true
2,790,425,283
[dynamo] Support mutation on type objects
StrongerXi
open
[ "triaged", "oncall: pt2", "module: dynamo", "dynamo-triage-jan2025" ]
0
CONTRIBUTOR
This tracks (2) from https://github.com/pytorch/pytorch/pull/144419#issuecomment-2583533712. Repro: ```python @torch.compile(backend="eager", fullgraph=True) def f(x): Foo.a = 1 return x + 1 f(torch.ones(1)) # File ".../torch/_dynamo/symbolic_convert.py", line 1843, in STORE_ATTR # BuiltinVariable(setattr...
true
2,790,423,672
[dynamo] Model `__dict__` with `ConstDictVariable` rather than `GetAttrVariable`
StrongerXi
closed
[ "triaged", "oncall: pt2", "module: dynamo" ]
1
CONTRIBUTOR
This tracks (1) from https://github.com/pytorch/pytorch/pull/144419#pullrequestreview-2541259169. It'll lead to removal of duplicated logic for dictionary object handling below, and make it easier to reason about `__dict__` in general. https://github.com/pytorch/pytorch/blob/d85ae4be734cfd53f5b893240894381ac65fe8b4/to...
true
2,790,396,022
Add flop formula for _scaled_mm
lw
closed
[ "Merged", "Reverted", "ciflow/trunk", "topic: not user facing", "ci-no-td" ]
12
CONTRIBUTOR
Stack from [ghstack](https://github.com/ezyang/ghstack) (oldest at bottom): * __->__ #144872 This will make it work correctly with the partitioner's AutoAC
true
2,790,385,402
Implement grid_sampler_2d_backward for MPS device
chriscremer
closed
[ "release notes: mps" ]
2
NONE
Implement `grid_sampler_2d_backward` for the MPS device. * **Add `aten/src/ATen/native/mps/GridSamplerMPS.mm`** - Implement `grid_sampler_2d_backward_mps` function. - Include necessary headers for MPS device support. - Define the `grid_sampler_2d_backward_mps` function. - Implement the backward pass logic for ...
true
2,790,334,707
[BE] - Remove conda test and upload scripts and env variables from Workflows Part 1
atalman
closed
[ "Merged", "ciflow/binaries", "release notes: releng" ]
4
CONTRIBUTOR
Remove conda test and upload scripts and env variables from Workflows Related to: https://github.com/pytorch/pytorch/issues/138506
true
2,790,332,270
FlexAttention errors with certain functions and half precision in score_mod
michael-diggin
closed
[ "triaged", "oncall: pt2", "module: flex attention" ]
3
CONTRIBUTOR
### 🐛 Describe the bug Using certain functions in `score_mod` as part of FlexAttention error when using float16 or bfloat16. This is on nightly, to reproduce: ```python import torch from torch.nn.attention.flex_attention import flex_attention flex_attention = torch.compile(flex_attention, dynamic=False) q = torch.r...
true
2,790,209,100
FUNC_INLINELIST doesn't exist
zou3519
closed
[ "triaged", "oncall: pt2", "module: dynamo", "dynamo-triage-jan2025" ]
2
CONTRIBUTOR
probably just obsolete comment: https://github.com/pytorch/pytorch/blob/7c52c97a65f58e1de2967509ab732e20f468dae8/torch/_dynamo/trace_rules.py#L3176 cc @voznesenskym @penguinwu @EikanWang @jgong5 @Guobing-Chen @XiaobingSuper @zhuhaozhe @blzheng @wenzhe-nrv @jiayisunx @chenyang78 @kadeng @chauhang @amjames
true
2,790,112,994
Unconditionally exclude upper bound in all size oblivious tests
ezyang
closed
[ "Merged", "ciflow/trunk", "release notes: fx", "fx", "ciflow/inductor" ]
9
CONTRIBUTOR
Stack from [ghstack](https://github.com/ezyang/ghstack) (oldest at bottom): * __->__ #144867 I was thinking about https://github.com/pytorch/pytorch/pull/144471 some more and I thought, "Hmm, why not just always exclude the constant upper bound." So here it is. Signed-off-by: Edward Z. Yang <ezyang@meta.com> cc...
true
2,790,081,956
[AOTI] Add an option to skip optimizing generated wrapper code
desertfire
closed
[ "fb-exported", "Merged", "ciflow/trunk", "topic: improvements", "module: inductor", "ciflow/inductor", "release notes: inductor" ]
10
CONTRIBUTOR
Summary: In some cases, generated wrapper code faces a long cpp compilation time. As an alleviation, this PR adds an option to skip cpp compiler optimizers for the generated main wrapper function body. D68174038 cc @voznesenskym @penguinwu @EikanWang @jgong5 @Guobing-Chen @XiaobingSuper @zhuhaozhe @blzheng ...
true
2,790,052,755
[64-bit] Int64 casting for UpSampleNearest3D
jataylo
closed
[ "open source", "Merged", "ciflow/trunk", "release notes: cuda", "ciflow/inductor", "ciflow/slow", "ciflow/rocm" ]
11
COLLABORATOR
Fixes #144855 Follows approach in https://github.com/pytorch/pytorch/pull/141923 to use int64 types to increase INT_MAX limits
true
2,790,049,798
Undo leading underscore on ctx for breakpoint
ezyang
closed
[ "Merged", "ciflow/trunk", "topic: not user facing", "module: dynamo", "ciflow/inductor" ]
6
CONTRIBUTOR
Stack from [ghstack](https://github.com/ezyang/ghstack) (oldest at bottom): * __->__ #144864 Signed-off-by: Edward Z. Yang <ezyang@meta.com> cc @voznesenskym @penguinwu @EikanWang @jgong5 @Guobing-Chen @XiaobingSuper @zhuhaozhe @blzheng @wenzhe-nrv @jiayisunx @chenyang78 @kadeng @chauhang @amjames
true
2,790,013,574
Update executorch pin
ezyang
closed
[ "ciflow/trunk", "topic: not user facing", "ciflow/inductor" ]
4
CONTRIBUTOR
Stack from [ghstack](https://github.com/ezyang/ghstack) (oldest at bottom): * #144695 * __->__ #144863 * #144881 Signed-off-by: Edward Z. Yang <ezyang@meta.com>
true
2,789,880,755
Create aaaa
swgu98
closed
[ "open source" ]
3
NONE
Fixes #ISSUE_NUMBER
true
2,789,830,741
Region check for in-place read and write does not always work
jenspetersen
open
[ "triaged", "module: partial aliasing" ]
1
NONE
### 🐛 Describe the bug Hello! If I try to read and write from and to the same locations along the first axis of a tensor, I get a RuntimeError, which is expected: ```python >>> arr = torch.arange(9).reshape(3, 3) >>> arr[1:, :] = arr[:-1, :] --------------------------------------------------------------------------...
true
2,789,769,302
Exporting a model with dynamic axes and dynamo fails with `TypeError: unhashable type: 'list'`
koute
closed
[ "module: onnx", "oncall: pt2", "oncall: export" ]
3
NONE
### 🐛 Describe the bug Consider the following code: ```python import torch class Model(torch.nn.Module): def __init__(self): super().__init__() def forward(self, x): B, C, H, W = x.shape return x.view(B, C, H * W) model = Model() input_tensor = torch.rand((2, 64, 128, 128)) torch....
true
2,789,714,297
Torch compile cache
christopher5106
open
[ "triaged", "oncall: pt2" ]
8
NONE
### 🐛 Describe the bug Hi, I'm setting the following values TORCHINDUCTOR_FX_GRAPH_CACHE TORCHINDUCTOR_CACHE_DIR I see the cache folder is populated by 3.8G. I'm creating a tar archive to place the cache on another instance, with same H100 and untar on the other instance. But compile time shows the cache has not ...
true
2,789,625,977
torch.nn.functional.scaled_dot_product_attention is_causal fails for kv-cache case (sequential and further parallel attention)
JamesGlare
open
[ "triaged", "module: sdpa" ]
1
NONE
### 🚀 The feature, motivation and pitch **Behaviour found for torch version 2.2.2** It would be great if scaled_dot_product_attention could be (easily) used for the case of sequential token generation when a kv-cache is present. However, currently when is_causal is set and a single query vector is put in, the functi...
true
2,789,568,654
Update OpenBLAS to 0.3.29
michalowski-arm
closed
[ "triaged", "open source", "Merged", "ciflow/trunk", "topic: not user facing" ]
11
CONTRIBUTOR
* Improvements for GEMM to GEMV kernels * Improvements for SVE kernels for SGEMV and DGEMV
true
2,789,519,322
Connection Limitation in PyTorch Distributed (Vanilla) with c10d Rendezvous Backend
aliciasoliveiraa
open
[ "oncall: distributed" ]
3
NONE
### 🐛 Describe the bug Hello PyTorch team, I am encountering an issue while using PyTorch Distributed Vanilla with the c10d rendezvous backend. I am currently running PyTorch version 2.5.1. When trying to establish connections across multiple nodes, I can only manage up to 75 simultaneous connections. The plan was ...
true
2,789,470,536
RuntimeError: upsample_nearest3d only supports output tensors with less than INT_MAX elements
eppaneamd
closed
[ "triaged", "module: 64-bit", "module: interpolation" ]
1
NONE
### 🐛 Describe the bug Upscaling a tensor with `upsample_nearest3d` where the result size would exceed 2^31 causes a `RuntimeError`. Code to reproduce: ``` import torch x = torch.ones((1, 256, 16, 720, 1280), dtype=torch.bfloat16).cuda() out = torch.nn.functional.interpolate(x, scale_factor=2, mode='nearest') assert...
true
2,789,294,857
[Intel CPU] Fix issue #143483.
RanTao123
open
[ "triaged", "open source", "Stale", "topic: not user facing" ]
4
CONTRIBUTOR
Fix issue in https://github.com/pytorch/pytorch/issues/143483. mode should be in enum class EmbeddingBagMode.
true
2,789,213,710
Accessing secrets variables in CI
swgu98
closed
[ "module: ci", "triaged", "security" ]
4
NONE
I've recently been learning how to use github actions. I've set up secrets variables in my repository, and created a workflow triggered by pull_request by submitting a pull request from an external developer. At this point, the repository has a secrets variable set up and a workflow. When an external developer submits ...
true
2,789,159,372
[torch.export] Error When Trying To Express Dynamism For Transformer Model of SD3
anzr299
closed
[ "oncall: pt2", "oncall: export" ]
8
NONE
### 🐛 Describe the bug **Brief Description:** I am trying to export the transformer model of Stable Diffusion 3 using `torch.export.export_for_training`. The error occurs when trying to express dynamism for the feature map height and width. The reproducer and traceback are given below. **Reproducible Code:** ``` imp...
true
2,789,119,643
torch.distributed hangs between Linux (X86) and Mac (M2 Pro)
stevef1uk
open
[ "oncall: distributed" ]
6
NONE
### 🐛 Describe the bug I have pared the example code back to the simplest it can be and tried this on both machines. Both ends hang until the timeout. Linux code: ``` import os import torch.distributed as dist from datetime import timedelta def init_process(rank, world_size): os.environ["MASTER_ADDR"] = "192.16...
true
2,789,115,357
Batching rule for aten::_thnn_fused_gru_cell
jspieler
open
[ "triaged", "module: functorch" ]
0
NONE
### 🚀 The feature, motivation and pitch I am currently using `vmap` with GRUCell and got following message: > There is a performance drop because we have not yet implemented the batching rule for aten::_thnn_fused_gru_cell. Please file us an issue on GitHub so that we can prioritize its implementation. (Triggered in...
true
2,789,067,810
[Accelerator] Use uniform `GetAllocator` for devices in `new_qtensor` function
Stonepia
closed
[ "triaged", "open source", "Merged", "ciflow/trunk", "release notes: quantization", "ciflow/mps", "ciflow/xpu", "module: xpu", "module: accelerator" ]
14
CONTRIBUTOR
Fixes #144848 This PR is intended to use a uniform `GetAllocator()` call for all the accelerators for `new_qtensor` function. cc @gujinghui @EikanWang @fengyuan14 @guangyey @albanD @ZhiweiYan-96
true
2,789,060,717
[XPU] unrecognized device for new_qtensor: xpu:0
Stonepia
closed
[ "triaged", "module: xpu" ]
1
CONTRIBUTOR
### 🐛 Describe the bug When running tests with qtensor, it has the following errors: ``` RuntimeError: 0 INTERNAL ASSERT FAILED at "/pytorch/aten/src/ATen/quantized/Quantizer.cpp":125, please report a bug to PyTorch. unrecognized device for new_qtensor: xpu:0 ``` This is because the XPU is not registered in qtensor...
true
2,789,046,763
torch.compile() In my use case of calling torch.compile(), I have found that the model's data outputs are inconsistent. I suspect that using Triton for operator fusion may have introduced precision deviations. I am unsure how to locate and fix this issue.
liangshaopeng
open
[ "triaged", "oncall: pt2", "module: inductor" ]
1
NONE
### 🐛 Describe the bug "My Torch environment is as follows: 2.2.2+cu121 My goal is to use functions related to torch.compile() to optimize the inference time of our model. In fact, it does work and achieves over a 50% reduction in inference time in the default mode. The model code is as follows: `""" copy from htt...
true
2,789,043,326
[inductor] [dynamo]index_reduce_ raised AssertionError in assert_functional_graph
zhejiangxiaomai
open
[ "triaged", "module: functionalization", "oncall: pt2", "module: aotdispatch", "module: pt2-dispatcher" ]
5
NONE
### 🐛 Describe the bug index_reduce_ will raise assertionError when the input is a view. mini reproducer: ```python import torch class OpWrapperModule(torch.nn.Module): def __init__(self): super().__init__() def forward(self, ifm, op_inputs_dict): result = ifm.index_reduce_(**op_inputs_dic...
true
2,789,035,893
NotImplementedError: Could not run 'aten::empty.memory_format' with arguments from the 'PrivateUse1' backend. This could be because the operator doesn't exist for this backend
xiangxinhello
open
[ "triaged", "module: PrivateUse1" ]
4
NONE
### 🐛 Describe the bug ``` import torch a = torch.ones((3,3), device='privateuseone') print(a) ``` ``` a = torch.ones((3,3), device='privateuseone') NotImplementedError: Could not run 'aten::empty.memory_format' with arguments from the 'PrivateUse1' backend. This could be because the operator doesn't exist for...
true
2,789,026,790
Fix flash attention seed/offset overflow when seed/offset larger than int64
lixin-sxty
open
[ "triaged", "open source", "Stale", "ciflow/trunk", "topic: not user facing" ]
16
CONTRIBUTOR
Operator _scaled_dot_product_flash_attention saves seed and offset when argument dropout is larger than zero for backward gradient calculation. Torch uses uint64 to represent seed and offset. [See here](https://github.com/pytorch/pytorch/blob/main/aten/src/ATen/cuda/detail/PhiloxCudaStateRaw.cuh#L33). However, flash a...
true
2,788,995,134
OpenReg: Split Allocator
Zhenbin-8
closed
[ "triaged", "open source", "Merged", "ciflow/trunk", "topic: not user facing" ]
6
CONTRIBUTOR
Split the Allocator into HostAllocator and DeviceAllocator. cc @albanD
true
2,788,981,535
[DONT MERGE] temp upgrade onednn to 3.7
chuanqi129
closed
[ "module: mkldnn", "open source", "topic: not user facing", "ciflow/binaries_wheel" ]
1
COLLABORATOR
Fixes #ISSUE_NUMBER cc @gujinghui @PenghuiCheng @XiaobingSuper @jianyuh @jgong5 @mingfeima @sanchitintel @ashokei @jingxu10 @min-jean-cho @yanbing-j @Guobing-Chen @Xia-Weiwen @snadampal
true
2,788,967,996
OpenReg: Remove REGISTER_GENERATOR_PRIVATEUSE1
Zhenbin-8
closed
[ "triaged", "open source", "Merged", "ciflow/trunk", "topic: not user facing" ]
22
CONTRIBUTOR
Replace REGISTER_GENERATOR_PRIVATEUSE1 with new API in AcceleratorHooksInterface. cc @albanD
true
2,788,950,523
OpenReg: Use device agnostic API
Zhenbin-8
closed
[ "triaged", "open source", "Merged", "ciflow/trunk", "topic: not user facing" ]
3
CONTRIBUTOR
Use `torch.accelerator.device_count()` to get the number of devices. cc @albanD
true
2,788,948,547
Apply Ruff fixes and pyupgrade to torch/fx
cyyever
closed
[ "triaged", "open source", "release notes: fx", "fx", "ciflow/inductor", "suppress-bc-linter" ]
1
COLLABORATOR
Fixes #ISSUE_NUMBER cc @ezyang @SherlockNoMad @EikanWang @jgong5 @wenzhe-nrv
true
2,788,934,690
Enhance running pr time benchmarks locally experience.
laithsakka
closed
[ "fb-exported", "Merged", "ciflow/trunk", "topic: not user facing", "module: dynamo", "ciflow/inductor" ]
16
CONTRIBUTOR
Summary: title Test Plan: NA Differential Revision: D68195894 cc @voznesenskym @penguinwu @EikanWang @jgong5 @Guobing-Chen @XiaobingSuper @zhuhaozhe @blzheng @wenzhe-nrv @jiayisunx @chenyang78 @kadeng @chauhang @amjames
true
2,788,873,340
Default Copies are not vectorized in v3.6.0 of cutlass
drisspg
closed
[ "fb-exported", "Merged", "ciflow/trunk", "topic: not user facing" ]
6
CONTRIBUTOR
Summary: FlashAttentionV2 perf was tanked in v3.6.0, See: https://github.com/pytorch/pytorch/issues/144729 for more details. This PR makes it possible to land v3.6.0 update and fixes perf regression. See: https://github.com/pytorch/pytorch/issues/144729#issuecomment-2591644076 for anlaysis, as well we have various ...
true
2,788,848,937
[inductor] `MaxUnpool` crash when meeting out-of-bound value on inductor
shaoyuyoung
open
[ "triaged", "oncall: pt2", "module: decompositions", "module: inductor" ]
1
CONTRIBUTOR
### 🐛 Describe the bug **symptom**: when input tensor shape is too small (e.g., [1, 1, 1]) and kernel size >1, eager will return an empty tensor while inductor crashes. **device**: both on CPU and cuda. **exposed area**: `MaxUnpool1d`, `MaxUnpool2d`, and `MaxUnpool3d` ```python import torch import torch.nn as nn ...
true
2,788,821,831
CUDA unknown error
leewww-code
closed
[]
1
NONE
Our previous environment can use GPU well, but I don't know why, something went wrong these days. ``` python -c "import torch; print(torch.cuda.is_available())" ``` and it returns: ``` /opt/conda/lib/python3.8/site-packages/torch/cuda/__init__.py:138: UserWarning: CUDA initialization: CUDA unknown error - this may be d...
true
2,788,816,358
WIP pp_cp test
wconstab
closed
[ "oncall: distributed", "Stale", "topic: not user facing" ]
3
CONTRIBUTOR
Stack from [ghstack](https://github.com/ezyang/ghstack) (oldest at bottom): * #145125 * __->__ #144834 * #145099 * #145011 * #145010 cc @H-Huang @awgu @wanchaol @fegin @fduwjj @wz337 @d4l3k
true
2,788,816,288
[Pipelining] move scale_grads to base class, add docs
wconstab
closed
[ "oncall: distributed", "Merged", "ciflow/trunk", "topic: not user facing" ]
3
CONTRIBUTOR
Stack from [ghstack](https://github.com/ezyang/ghstack) (oldest at bottom): * #144834 * #145011 * #145010 * __->__ #144833 cc @H-Huang @awgu @kwen2501 @wanchaol @fegin @fduwjj @wz337 @d4l3k @c-p-i-o
true
2,788,814,828
[Cutlass] Seeing if changing default copies fixes perf
drisspg
closed
[ "module: cuda", "ciflow/trunk", "topic: not user facing", "module: sdpa" ]
4
CONTRIBUTOR
Stack from [ghstack](https://github.com/ezyang/ghstack) (oldest at bottom): * __->__ #144832 cc @ptrblck @msaroufim @eqy
true
2,788,813,787
updates to benchmarks
drisspg
closed
[ "Merged", "ciflow/trunk", "topic: not user facing" ]
3
CONTRIBUTOR
Stack from [ghstack](https://github.com/ezyang/ghstack) (oldest at bottom): * __->__ #144831
true
2,788,784,661
[dynamo] Issue with torch.compile decorator for simple function using python `format` function with integer input.
lunathanael
closed
[ "triaged", "oncall: pt2", "module: dynamo" ]
0
NONE
### 🐛 Describe the bug ... File "/home/.../.venv/lib/python3.12/site-packages/torch/_dynamo/variables/builtin.py", line 1958, in call_format return variables.StringFormatVariable.create(format_string, args, kwargs) ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "/home/.../....
true
2,788,782,929
Added swizzle searching, disabled fp16 accum, and enabled ping-pong for cutlass
masnesral
closed
[ "Merged", "Reverted", "ciflow/trunk", "topic: not user facing", "module: inductor", "ciflow/inductor", "ci-no-td" ]
12
CONTRIBUTOR
Stack from [ghstack](https://github.com/ezyang/ghstack) (oldest at bottom): * __->__ #144829 Summary: Test Plan: cc @voznesenskym @penguinwu @EikanWang @jgong5 @Guobing-Chen @XiaobingSuper @zhuhaozhe @blzheng @wenzhe-nrv @jiayisunx @ipiszy @yf225 @chenyang78 @kadeng @muchulee8 @ColinPeppler @amjames @desertfire @cha...
true
2,788,741,221
[DO NOT MERGE]upgrade onednn to 3.7
ZhiweiYan-96
closed
[ "module: mkldnn", "open source", "topic: not user facing", "ciflow/binaries_wheel", "ciflow/linux-aarch64" ]
1
COLLABORATOR
Fixes #ISSUE_NUMBER cc @gujinghui @PenghuiCheng @XiaobingSuper @jianyuh @jgong5 @mingfeima @sanchitintel @ashokei @jingxu10 @min-jean-cho @yanbing-j @Guobing-Chen @Xia-Weiwen @snadampal
true
2,788,713,492
[MPSInductor] Implement `pow()`
malfet
closed
[ "Merged", "topic: not user facing", "ciflow/mps", "module: inductor", "ciflow/inductor" ]
3
CONTRIBUTOR
Stack from [ghstack](https://github.com/ezyang/ghstack) (oldest at bottom): * __->__ #144827 cc @voznesenskym @penguinwu @EikanWang @jgong5 @Guobing-Chen @XiaobingSuper @zhuhaozhe @blzheng @wenzhe-nrv @jiayisunx @ipiszy @yf225 @chenyang78 @kadeng @muchulee8 @ColinPeppler @amjames @desertfire @chauhang @aakhundov
true