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2,818,126,325
DISABLED test_return_tuple (__main__.TestScript)
pytorch-bot[bot]
closed
[ "triaged", "module: flaky-tests", "skipped", "oncall: pt2", "module: dynamo" ]
1
NONE
Platforms: dynamo This test was disabled because it is failing in CI. See [recent examples](https://hud.pytorch.org/flakytest?name=test_return_tuple&suite=TestScript&limit=100) and the most recent trunk [workflow logs](https://github.com/pytorch/pytorch/runs/36340322722). Over the past 3 hours, it has been determined...
true
2,818,020,380
Publish pytorch RC docker images before release
bhack
closed
[ "module: binaries", "oncall: releng", "triaged", "module: docker" ]
6
CONTRIBUTOR
### 🚀 The feature, motivation and pitch I think that we need at least have RC images published before we do the final image release as currently users can test only the final release: https://hub.docker.com/r/pytorch/pytorch ### Alternatives _No response_ ### Additional context _No response_ cc @seemethere @mal...
true
2,817,692,954
DISABLED test_dtensor_seq_par_shard_dim_0 (__main__.MicroPipelineTPTest)
pytorch-bot[bot]
open
[ "triaged", "module: flaky-tests", "skipped", "module: c10d" ]
4
NONE
Platforms: linux This test was disabled because it is failing in CI. See [recent examples](https://hud.pytorch.org/flakytest?name=test_dtensor_seq_par_shard_dim_0&suite=MicroPipelineTPTest&limit=100) and the most recent trunk [workflow logs](https://github.com/pytorch/pytorch/runs/36332698978). Over the past 3 hours,...
true
2,817,589,102
Update mi300 labels to account for multiple clusters.
saienduri
closed
[ "module: rocm", "triaged", "open source", "Merged", "Reverted", "topic: not user facing", "ci-no-td" ]
11
CONTRIBUTOR
We now have multiple Kubernetes clusters of mi300x resources, and this commit updates labels accordingly to target both clusters evenly. cc @jeffdaily @sunway513 @jithunnair-amd @pruthvistony @ROCmSupport @dllehr-amd @jataylo @hongxiayang @naromero77amd
true
2,817,587,352
Update NestedInt equality to take into account all metadata
soulitzer
open
[ "module: cpu", "release notes: fx", "fx", "module: dynamo", "ciflow/inductor", "no-stale" ]
2
CONTRIBUTOR
Stack from [ghstack](https://github.com/ezyang/ghstack) (oldest at bottom): * #146172 * #146101 * __->__ #145922 * #141842 * #141841 * #146052 cc @jgong5 @mingfeima @XiaobingSuper @sanchitintel @ashokei @jingxu10 @ezyang @SherlockNoMad @EikanWang @wenzhe-nrv @voznesenskym @penguinwu @Guobing-Chen @zhuhaozhe @blzheng...
true
2,817,550,137
Add retain-output argument
kfojcik-intel
closed
[ "triaged", "open source", "Merged", "ciflow/trunk", "topic: not user facing", "module: dynamo" ]
18
CONTRIBUTOR
This PR add retain-output argument which enables appending to the already existing output file if it exists instead of deleting it and creating a new one. cc @voznesenskym @penguinwu @EikanWang @jgong5 @Guobing-Chen @XiaobingSuper @zhuhaozhe @blzheng @wenzhe-nrv @jiayisunx @chenyang78 @kadeng @chauhang @amjames
true
2,817,546,248
Add basic Gaudi support to benchmarks/dynamo
kfojcik-intel
closed
[ "triaged", "open source", "Merged", "ciflow/trunk", "topic: not user facing", "oncall: pt2", "module: dynamo" ]
13
CONTRIBUTOR
This PR adds basic Gaudi support to benchmarks/dynamo cc @voznesenskym @penguinwu @EikanWang @jgong5 @Guobing-Chen @XiaobingSuper @zhuhaozhe @blzheng @wenzhe-nrv @jiayisunx @chenyang78 @kadeng @chauhang @amjames
true
2,817,379,388
DISABLED test_comprehensive_any_cuda_float32 (__main__.TestInductorOpInfoCUDA)
pytorch-bot[bot]
closed
[ "module: rocm", "triaged", "module: flaky-tests", "skipped", "oncall: pt2", "module: inductor" ]
2
NONE
Platforms: rocm This test was disabled because it is failing in CI. See [recent examples](https://hud.pytorch.org/flakytest?name=test_comprehensive_any_cuda_float32&suite=TestInductorOpInfoCUDA&limit=100) and the most recent trunk [workflow logs](https://github.com/pytorch/pytorch/runs/36318896504). Over the past 3 h...
true
2,817,299,863
[Customized Optimus] Add select cat aten pass
mengluy0125
closed
[ "fb-exported", "Merged", "ciflow/trunk", "module: inductor", "ciflow/inductor", "release notes: inductor", "inductor_pattern_match" ]
5
CONTRIBUTOR
Summary: This is a follow up work of D68695717, where we can further reduce the number of cat kernels in the backward by designing new aten pass in the aten level. Test Plan: # unit test ``` buck2 test 'fbcode//mode/dev-nosan' fbcode//caffe2/test/inductor:split_cat_fx_aten_passes -- test_select_cat_post_grad ``` Buc...
true
2,817,270,391
Draft: fix: Some smaller mingw fixes
joda01
closed
[ "open source", "Stale" ]
4
NONE
Fixes #ISSUE_NUMBER
true
2,817,266,886
[inductor] Add typing to common.KernelArgs
jansel
closed
[ "Merged", "Reverted", "topic: not user facing", "module: inductor", "ciflow/inductor", "ci-no-td" ]
7
CONTRIBUTOR
Stack from [ghstack](https://github.com/ezyang/ghstack) (oldest at bottom): * #146226 * #146225 * #145993 * __->__ #145916 cc @voznesenskym @penguinwu @EikanWang @jgong5 @Guobing-Chen @XiaobingSuper @zhuhaozhe @blzheng @wenzhe-nrv @jiayisunx @ipiszy @yf225 @chenyang78 @kadeng @muchulee8 @ColinPeppler @amjames @deser...
true
2,817,198,403
[inductor] Add typing to common.OpDecompositions
jansel
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): * #146235 * #146226 * #146225 * #145993 * #145916 * __->__ #145915 * #145914 * #145913 cc @voznesenskym @penguinwu @EikanWang @jgong5 @Guobing-Chen @XiaobingSuper @zhuhaozhe @blzheng @wenzhe-nrv @jiayisunx @ipiszy @yf225 @chenyang78 @kadeng ...
true
2,817,198,349
[inductor] Combine regexp checks in OpOverrides.paren
jansel
closed
[ "Merged", "topic: not user facing", "module: inductor", "ciflow/inductor" ]
1
CONTRIBUTOR
Stack from [ghstack](https://github.com/ezyang/ghstack) (oldest at bottom): * #146235 * #146226 * #146225 * #145993 * #145916 * #145915 * __->__ #145914 * #145913 cc @voznesenskym @penguinwu @EikanWang @jgong5 @Guobing-Chen @XiaobingSuper @zhuhaozhe @blzheng @wenzhe-nrv @jiayisunx @ipiszy @yf225 @chenyang78 @kadeng ...
true
2,817,198,218
[inductor] Add types to DeviceOpOverrides
jansel
closed
[ "Merged", "topic: not user facing", "module: inductor", "ciflow/inductor" ]
1
CONTRIBUTOR
Stack from [ghstack](https://github.com/ezyang/ghstack) (oldest at bottom): * #146235 * #146226 * #146225 * #145993 * #145916 * #145915 * #145914 * __->__ #145913 cc @voznesenskym @penguinwu @EikanWang @jgong5 @Guobing-Chen @XiaobingSuper @zhuhaozhe @blzheng @wenzhe-nrv @jiayisunx @ipiszy @yf225 @chenyang78 @kadeng ...
true
2,817,159,357
Deprecate conditional view for `torch.reshape`
kurtamohler
closed
[ "module: cpu", "open source", "release notes: python_frontend" ]
2
COLLABORATOR
Stack from [ghstack](https://github.com/ezyang/ghstack) (oldest at bottom): * __->__ #145912 * #145911 cc @jgong5 @mingfeima @XiaobingSuper @sanchitintel @ashokei @jingxu10
true
2,817,159,292
Add future lazy clone setting and deprecate `torch.reshape` view
kurtamohler
open
[ "oncall: distributed", "module: cpu", "open source", "release notes: python_frontend", "module: inductor", "module: dynamo", "ciflow/inductor" ]
3
COLLABORATOR
Stack from [ghstack](https://github.com/ezyang/ghstack) (oldest at bottom): * __->__ #145911 cc @H-Huang @awgu @kwen2501 @wanchaol @fegin @fduwjj @wz337 @wconstab @d4l3k @c-p-i-o @jgong5 @mingfeima @XiaobingSuper @sanchitintel @ashokei @jingxu10 @voznesenskym @penguinwu @EikanWang @Guobing-Chen @zhuhaozhe @blzheng @...
true
2,817,150,655
Fix redundant move
cyyever
closed
[ "oncall: jit", "open source", "NNC", "Stale", "release notes: jit" ]
2
COLLABORATOR
Fixes #ISSUE_NUMBER cc @EikanWang @jgong5 @wenzhe-nrv @sanchitintel
true
2,817,133,209
[dynamo][builin-skipfiles-cleanup] Remove types
anijain2305
closed
[ "Merged", "ciflow/trunk", "topic: not user facing", "module: dynamo", "ciflow/inductor" ]
3
CONTRIBUTOR
Stack from [ghstack](https://github.com/ezyang/ghstack) (oldest at bottom): * (to be filled) cc @voznesenskym @penguinwu @EikanWang @jgong5 @Guobing-Chen @XiaobingSuper @zhuhaozhe @blzheng @wenzhe-nrv @jiayisunx @chenyang78 @kadeng @chauhang @amjames
true
2,817,102,438
Debug perf regression
huydhn
closed
[ "module: dynamo", "ciflow/inductor", "no-runner-experiments", "ciflow/inductor-periodic", "test-config/inductor_torchbench_smoketest_perf" ]
2
CONTRIBUTOR
DEBUG, no need to review cc @voznesenskym @penguinwu @EikanWang @jgong5 @Guobing-Chen @XiaobingSuper @zhuhaozhe @blzheng @wenzhe-nrv @jiayisunx @chenyang78 @kadeng @chauhang @amjames
true
2,817,096,807
There may be a documentation Error in torch.nn.CrossEntropyLoss Formula
MJWade96
open
[ "module: docs", "module: loss", "triaged" ]
1
NONE
### 📚 The doc issue I am not very sure if this is an error, or just a mistake of my understanding. Documentation Location: (https://pytorch.org/docs/stable/generated/torch.nn.CrossEntropyLoss.html) In the first list point(Class indices in the range ...), it says the range is [0, C), but in the formula for l_n, the...
true
2,817,096,461
Use std::string_view
cyyever
closed
[ "oncall: jit", "open source", "Merged", "ciflow/trunk", "topic: not user facing", "ciflow/periodic" ]
9
COLLABORATOR
Fixes #ISSUE_NUMBER cc @EikanWang @jgong5 @wenzhe-nrv @sanchitintel
true
2,817,090,553
Let PYTORCH_NO_CUDA_MEMORY_CACHING has effect only when value is 1
cyyever
closed
[ "triaged", "open source", "Merged", "ciflow/trunk", "release notes: cuda", "topic: bug fixes" ]
10
COLLABORATOR
Fixes #145661
true
2,817,064,531
[inductor] add size-asserts for fallback ops
shunting314
closed
[ "Merged", "ciflow/trunk", "topic: not user facing", "module: inductor", "module: dynamo", "ciflow/inductor", "keep-going" ]
26
CONTRIBUTOR
Stack from [ghstack](https://github.com/ezyang/ghstack) (oldest at bottom): * __->__ #145904 Fix https://github.com/pytorch/pytorch/issues/144717 cc @voznesenskym @penguinwu @EikanWang @jgong5 @Guobing-Chen @XiaobingSuper @zhuhaozhe @blzheng @wenzhe-nrv @jiayisunx @ipiszy @yf225 @chenyang78 @kadeng @muchulee8 @Co...
true
2,817,031,480
[NJT] Add cumsum support for nested tensors
ketansingh
open
[ "fb-exported", "Stale", "topic: improvements", "release notes: nested tensor" ]
10
NONE
Summary: - Add cumsum support for NT Test Plan: - added unit tests Differential Revision: D68307097
true
2,817,016,949
xpu: installed pytorch is missing aten xpu ops headers (ATen/ops/cat_xpu_dispatch.h and others)
dvrogozh
open
[ "module: binaries", "module: build", "triaged", "module: xpu" ]
12
CONTRIBUTOR
With https://github.com/pytorch/pytorch/commit/635b98fa087fa21acfdf35e95e0f2c2f56064605. As first noted in https://github.com/pytorch/pytorch/pull/132945#discussion_r1931407357, pytorch built with XPU backend is missing a range of ATen operator headers (missing installed: they are generated, but not actually installed...
true
2,817,008,269
[export] nested terms in nn_module_stack deserialization
pianpwk
closed
[ "fb-exported", "Merged", "ciflow/trunk", "ciflow/inductor", "release notes: export" ]
7
CONTRIBUTOR
Summary: accounting for terms like "getattr(getattr(a[0], b), c)". Test Plan: test_serialize Differential Revision: D68784736
true
2,817,007,138
DISABLED test_conv_backward_dynamic_shapes_cuda (__main__.DynamicShapesGPUTests)
pytorch-bot[bot]
closed
[ "module: rocm", "triaged", "module: flaky-tests", "skipped", "oncall: pt2", "module: inductor" ]
3
NONE
Platforms: rocm This test was disabled because it is failing in CI. See [recent examples](https://hud.pytorch.org/flakytest?name=test_conv_backward_dynamic_shapes_cuda&suite=DynamicShapesGPUTests&limit=100) and the most recent trunk [workflow logs](https://github.com/pytorch/pytorch/runs/36309985985). Over the past 3...
true
2,817,003,010
torch.compile + torch.autograd.grad: grad can be implicitly created only for scalar outputs
xmfan
open
[ "triaged", "oncall: pt2", "module: aotdispatch", "module: dynamo", "module: pt2-dispatcher" ]
3
MEMBER
### 🐛 Describe the bug ```python import torch from torch import nn class Model(nn.Module): def __init__(self): super().__init__() self.a = nn.Linear(10, 10) self.b = nn.Linear(10, 10) self.c = nn.Linear(10, 10) def forward(self, x): ia = self.a(x) ib = self....
true
2,816,990,621
re-use FloorDiv for RShift
ColinPeppler
closed
[ "module: cpu", "Merged", "ciflow/trunk", "topic: not user facing", "module: inductor", "ciflow/inductor" ]
3
CONTRIBUTOR
I encountered this C++ compilation error. ``` 579 | int64_t var_6 = (static_cast<int64_t>(std::floor((1.0/2.0)*u0)) | static_cast<int64_t>(std::floor((1.0/4.0)*static_cast<int64_t>(std::floor((1.0/2.0)*u0))))) | std::floor((1.0/16.0)*(static_cast<int64_t>(std::floor((1.0/2.0)*u0)) | static_cast<int64_t>(std::fl...
true
2,816,969,715
[ONNX] Change constant folding and redundancies elimination to default in torch.onnx.export(..., dynamo=True)
titaiwangms
closed
[ "module: onnx", "triaged", "onnx-triaged" ]
1
COLLABORATOR
We should make the optimization a default setting, as it's more stable now. https://github.com/pytorch/pytorch/blob/2f24f2eb46102381430777af2985b6af6e5d2cec/torch/onnx/_internal/exporter/_onnx_program.py#L119 cc @xadupre @justinchuby @gramalingam
true
2,816,966,418
[1/N][cp][example] flex attention in context parallel (forward pass)
XilunWu
closed
[ "oncall: distributed", "Merged", "topic: not user facing", "ciflow/inductor", "module: context parallel" ]
1
CONTRIBUTOR
Stack from [ghstack](https://github.com/ezyang/ghstack) (oldest at bottom): * #146397 * __->__ #145896 **Description** This is an example of how FlexAttention can be used in a context parallel fashion. Right now it's only a flex_attention call with collectives added and has no load balancer, but we're about to add t...
true
2,816,963,759
[BE] reduce log spew from test_triton_kernels.py
davidberard98
closed
[ "Merged", "ciflow/trunk", "topic: not user facing", "module: inductor", "ciflow/inductor" ]
3
CONTRIBUTOR
Stack from [ghstack](https://github.com/ezyang/ghstack) (oldest at bottom): * __->__ #145895 One of the tests in this file was setting `self._logging.set_logs(output_code=True)` - which would cause logs to be printed for the rest of the tests in this file. This PR puts the log-setting in a context manager so that the...
true
2,816,958,058
[Inductor-CPU] Add profiling support for codegened flex attention kernels
sanchitintel
closed
[ "open source", "Merged", "ciflow/trunk", "module: inductor", "ciflow/inductor", "release notes: inductor" ]
6
COLLABORATOR
### Summary `RECORD_FUNCTION` wasn't present in codegened Inductor-CPU Flex Attention C++ kernels, so flex attention kernels weren't present in the PyTorch profiler profiling data. Fixes #145825 by adding `RECORD_FUNCTION` calls in the codegened flex-attention kernels. ### Caveat #### _Before_ No correspon...
true
2,816,931,142
[PGNCCL] Correct some ifdef's
kwen2501
closed
[ "oncall: distributed", "Merged", "ciflow/trunk", "release notes: distributed (c10d)", "topic: not user facing" ]
5
CONTRIBUTOR
Stack from [ghstack](https://github.com/ezyang/ghstack) (oldest at bottom): * #145964 * __->__ #145893 `create` function supporting `ncclConfig_t` should be wrapped inside `NCCL_HAS_CONFIG` instead of `NCCL_HAS_COMM_NONBLOCKING` cc @H-Huang @awgu @wanchaol @fegin @fduwjj @wz337 @wconstab @d4l3k @c-p-i-o
true
2,816,914,454
[dynamo][builtin-skipfiles-cleanup] remove abc, enum, importlib
anijain2305
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): * #145804 * #145876 * #145909 * __->__ #145892 * #145878 * #145875 * #145856 cc @voznesenskym @penguinwu @EikanWang @jgong5 @Guobing-Chen @XiaobingSuper @zhuhaozhe @blzheng @wenzhe-nrv @jiayisunx @chenyang78 @kadeng @chauhang @amjames
true
2,816,909,919
[cutlass backend] update try_import_cutlass to accomodate for pip install
henrylhtsang
closed
[ "Merged", "ciflow/trunk", "topic: not user facing", "module: inductor", "ciflow/inductor" ]
6
CONTRIBUTOR
Stack from [ghstack](https://github.com/ezyang/ghstack) (oldest at bottom): * __->__ #145891 The goal of this PR is to provide 3 ways for people to try out CUTLASS backend: 1. fbcode / internal 2. pip install torch (nightly) and pip install nvidia-cutlass 3. build from source I will go into more detailed comb...
true
2,816,900,868
[CD][MacOS] Don't install `libuv` from conda
malfet
closed
[ "topic: not user facing", "ciflow/binaries_wheel" ]
5
CONTRIBUTOR
As one can see from build logs, it's been build as part of TensorPipe dependency: ``` 2025-01-28T21:22:21.8630760Z [3444/5234] Building C object third_party/tensorpipe/tensorpipe/CMakeFiles/tensorpipe_uv.dir/__/third_party/libuv/src/random.c.o 2025-01-28T21:22:21.8731260Z [3445/5234] Building C object third_party/te...
true
2,816,896,028
[CD] Install OpenMP from homebrew
malfet
closed
[ "Merged", "release notes: releng", "topic: improvements", "ciflow/binaries_wheel" ]
3
CONTRIBUTOR
Stack from [ghstack](https://github.com/ezyang/ghstack) (oldest at bottom): * __->__ #145889 * #145870
true
2,816,888,043
[pytorch] raise exception when calling dim order on sparse tensor
Gasoonjia
closed
[ "fb-exported", "Merged", "ciflow/trunk", "topic: not user facing" ]
6
CONTRIBUTOR
Stack from [ghstack](https://github.com/ezyang/ghstack) (oldest at bottom): * __->__ #145888 This diff introduces a change to the PyTorch library that raises an exception when calling the `dim_order` method on a sparse tensor. Differential Revision: [D68797044](https://our.internmc.facebook.com/intern/diff/D68797044/...
true
2,816,882,504
update aotdispatcher_inference_subclass_cpu results
davidberard98
closed
[ "ciflow/trunk", "topic: not user facing", "module: dynamo", "ciflow/inductor" ]
10
CONTRIBUTOR
Stack from [ghstack](https://github.com/ezyang/ghstack) (oldest at bottom): * __->__ #145887 The regression comes from https://github.com/pytorch/pytorch/pull/145420. I'm not sure if there's a fixed way to determine what the new value should be - but I estimated a ~0.9% increase based on the last few days of ben...
true
2,816,868,263
[export] Add distributed tests
angelayi
closed
[ "fb-exported", "ciflow/trunk", "topic: not user facing" ]
6
CONTRIBUTOR
Test Plan: CI Differential Revision: D68799386
true
2,816,867,600
Hacky solution to bad interaction between AOTAutogradcache and Triton 3.1
jamesjwu
closed
[ "Stale", "topic: not user facing", "ciflow/inductor" ]
2
CONTRIBUTOR
Stack from [ghstack](https://github.com/ezyang/ghstack) (oldest at bottom): * __->__ #145885
true
2,816,864,295
change the test wheel to release wheel when release wheel available
pytorchbot
closed
[ "open source" ]
4
COLLABORATOR
change the test wheel to release wheel when release wheel available
true
2,816,855,618
Inductor: don't reuse buffer if it would increase peak memory
eellison
open
[ "triaged", "oncall: pt2", "module: inductor", "internal ramp-up task" ]
0
CONTRIBUTOR
### 🚀 The feature, motivation and pitch Inductor has a config `allow_buffer_reuse` which will reuse a dead Tensor in memory allocation if the Tensor matches the newly allocated # of bytes. In some cases, if we are reusing a buffer during peak memory, this can increase memory usage. We should track current allocated...
true
2,816,849,508
bump counters for unbacked binding names
avikchaudhuri
closed
[ "fb-exported", "Merged", "ciflow/trunk", "ciflow/inductor", "release notes: export" ]
5
CONTRIBUTOR
Stack from [ghstack](https://github.com/ezyang/ghstack) (oldest at bottom): * __->__ #145882 Instead of bumping symint counters when we process unbacked bindings during deserialization, it's better to bump them at the beginning based on what the symbols in the original shape env before serialization were. This allows ...
true
2,816,788,137
[dynamo][builtin-skipfiles-cleanup] Remove threading and multithreading
anijain2305
closed
[ "topic: not user facing", "module: dynamo", "ciflow/inductor" ]
1
CONTRIBUTOR
Stack from [ghstack](https://github.com/ezyang/ghstack) (oldest at bottom): * (to be filled) cc @voznesenskym @penguinwu @EikanWang @jgong5 @Guobing-Chen @XiaobingSuper @zhuhaozhe @blzheng @wenzhe-nrv @jiayisunx @chenyang78 @kadeng @chauhang @amjames
true
2,816,788,004
[dynamo][builtin-skipfiles-cleanup] Remove operator
anijain2305
closed
[ "topic: not user facing", "module: dynamo", "ciflow/inductor" ]
1
CONTRIBUTOR
Stack from [ghstack](https://github.com/ezyang/ghstack) (oldest at bottom): * #145804 * #145881 * __->__ #145880 * #145879 * #145878 * #145876 * #145875 * #145856 cc @voznesenskym @penguinwu @EikanWang @jgong5 @Guobing-Chen @XiaobingSuper @zhuhaozhe @blzheng @wenzhe-nrv @jiayisunx @chenyang78 @kadeng @chauhang @amja...
true
2,816,787,653
[dynamo][bulitin-skipfiles-cleanup] Remove traceback
anijain2305
closed
[ "topic: not user facing", "module: dynamo", "ciflow/inductor" ]
1
CONTRIBUTOR
Stack from [ghstack](https://github.com/ezyang/ghstack) (oldest at bottom): * #145804 * #145881 * #145880 * __->__ #145879 * #145878 * #145876 * #145875 * #145856 cc @voznesenskym @penguinwu @EikanWang @jgong5 @Guobing-Chen @XiaobingSuper @zhuhaozhe @blzheng @wenzhe-nrv @jiayisunx @chenyang78 @kadeng @chauhang @amja...
true
2,816,782,063
[dynamo][builtin-skipfiles-cleanup] Remove threading, _collections_abc, _weakrefset, threading
anijain2305
closed
[ "Merged", "ciflow/trunk", "topic: not user facing", "module: dynamo", "ciflow/inductor" ]
1
CONTRIBUTOR
Stack from [ghstack](https://github.com/ezyang/ghstack) (oldest at bottom): * #145804 * #145876 * #145909 * #145892 * __->__ #145878 * #145875 * #145856 cc @voznesenskym @penguinwu @EikanWang @jgong5 @Guobing-Chen @XiaobingSuper @zhuhaozhe @blzheng @wenzhe-nrv @jiayisunx @chenyang78 @kadeng @chauhang @amjames
true
2,816,760,654
[pytorch] Sprinkle in a few `template` keywords
VasuAgrawal
closed
[ "fb-exported", "Merged", "ciflow/trunk", "topic: not user facing" ]
13
CONTRIBUTOR
Summary: These seem to be necessary to get compilation working on Windows with CUDA 12.8. I'm not sure whether this means that all of the previous compilers were broken, and the new one is better, or whether this is a regression in NVCC 12.8. Either way, as long as the CI passes for existing versions, this should unblo...
true
2,816,759,508
[dynamo][builtin-skipfiles-cleanup] Remove copy
anijain2305
closed
[ "ciflow/trunk", "topic: not user facing", "module: dynamo", "ciflow/inductor" ]
1
CONTRIBUTOR
Stack from [ghstack](https://github.com/ezyang/ghstack) (oldest at bottom): * #145804 * __->__ #145876 * #145958 cc @voznesenskym @penguinwu @EikanWang @jgong5 @Guobing-Chen @XiaobingSuper @zhuhaozhe @blzheng @wenzhe-nrv @jiayisunx @chenyang78 @kadeng @chauhang @amjames
true
2,816,754,999
[dynamo][builtin-skipfiles-removal] Remove logging
anijain2305
closed
[ "Merged", "ciflow/trunk", "topic: not user facing", "module: inductor", "module: dynamo", "ciflow/inductor" ]
4
CONTRIBUTOR
Stack from [ghstack](https://github.com/ezyang/ghstack) (oldest at bottom): * #145804 * #145876 * #145909 * #145892 * #145878 * __->__ #145875 * #145856 cc @voznesenskym @penguinwu @EikanWang @jgong5 @Guobing-Chen @XiaobingSuper @zhuhaozhe @blzheng @wenzhe-nrv @jiayisunx @ipiszy @yf225 @chenyang78 @kadeng @muchulee8...
true
2,816,715,796
Use of broadcast_shapes() errors attempting to guard on symbolic nested int
jbschlosser
closed
[ "triaged", "module: nestedtensor", "oncall: pt2", "module: dynamic shapes" ]
0
CONTRIBUTOR
Repro: ```python import torch torch._dynamo.config.capture_dynamic_output_shape_ops = True torch._dynamo.config.capture_scalar_outputs = True nt = torch.nested.nested_tensor([ torch.randn(2), torch.randn(3), torch.randn(4), ], layout=torch.jagged, device="cuda") @torch.compile(fullgraph=True) def f(t, m...
true
2,816,697,644
[WIP] Allow generation of inductor backend specific tests using instantiate_device_type_tests
kundaMwiza
open
[ "open source", "module: inductor" ]
2
CONTRIBUTOR
This allows the creation of inductor backend specific test classes. Since this is an extension point for out of tree backends, it also allows out of tree backends to customise test instantiation to fit their backend / device. To maintain backwards compatibility, `only_inductor_backends` defaults to `None` so that th...
true
2,816,690,663
[binary builds] Anaconda. Remove dependency on conda libuv module in MacOS and Windows nightly builds
atalman
closed
[ "oncall: releng", "triaged", "topic: binaries" ]
6
CONTRIBUTOR
### 🐛 Describe the bug Related to: https://github.com/pytorch/pytorch/issues/138506 In Windows and MacOS wheel builds we use libuv as build time dependency. In Windows we use lubuv during nightly build: .ci/pytorch/windows/condaenv.bat On MacOS : .ci/wheel/build_wheel.sh .github/requirements/conda-env-macOS-ARM64 ...
true
2,816,690,584
[CD] Install ninja and setuptools from PyPI
malfet
closed
[ "Merged", "Reverted", "topic: not user facing", "ciflow/binaries_wheel", "ci-no-td" ]
6
CONTRIBUTOR
Stack from [ghstack](https://github.com/ezyang/ghstack) (oldest at bottom): * #145889 * #145870 * __->__ #145871 As well as typing extensions, they are available from PyPI, no reason to install them from Anaconda
true
2,816,679,092
[CMake] Find HomeBrew OpenMP on MacOS
malfet
closed
[ "Merged", "Reverted", "ciflow/trunk", "release notes: build", "topic: improvements", "ciflow/binaries_wheel", "ci-no-td" ]
6
CONTRIBUTOR
Stack from [ghstack](https://github.com/ezyang/ghstack) (oldest at bottom): * #145889 * __->__ #145870 Either via `OMP_PREFIX` envvar or by searching in `/opt/homebrew/opt/libomp` folder Modify libomp bundling logic in setup.py to change absolute path to libomp.dylib to a relative one if necessary
true
2,816,676,523
Compiled flex bias appears to not work at all
leijurv
open
[ "triaged", "bug", "oncall: pt2", "module: higher order operators", "module: pt2-dispatcher", "module: flex attention" ]
5
NONE
### 🐛 Describe the bug ```python import torch from torch.nn.attention.flex_attention import flex_attention N_BATCH = 16 N_HEAD = 32 N_CTX = 4096 D_QK = 128 torch.set_default_device("cuda") @torch.compile def main(): q = torch.randn(N_BATCH, N_HEAD, N_CTX, D_QK, requires_grad=True) k = torch.randn(N_BATCH,...
true
2,816,661,559
Fix code cache + freezing compile-time regression
masnesral
closed
[ "Merged", "ciflow/trunk", "topic: not user facing", "module: inductor", "ciflow/inductor" ]
3
CONTRIBUTOR
Stack from [ghstack](https://github.com/ezyang/ghstack) (oldest at bottom): * __->__ #145868 Summary: The current implementation introduces a compile-time regression due to overhead hashing large constants. To support freezing+caching, we consider only the tensor metadata of frozen params, but we neglect to do the sam...
true
2,816,653,998
[triton] Update pin to tip of 3.2 release
bertmaher
closed
[ "Merged", "Reverted", "ciflow/trunk", "topic: not user facing", "ciflow/inductor", "ci-no-td" ]
13
CONTRIBUTOR
Stack from [ghstack](https://github.com/ezyang/ghstack) (oldest at bottom): * __->__ #145867
true
2,816,650,624
[pytorch][cuda] Improve softmax backward pass native CUDA implementation
ahmadsharif1
closed
[ "Merged", "ciflow/trunk", "release notes: cuda" ]
10
CONTRIBUTOR
This PR is similar to https://github.com/pytorch/pytorch/pull/122970, but works on the softmax backward pass. Specifically, it uses shared memory to cache the gradOutput when it can fit in shared memory. Before this PR we were reading gradOutput twice. On my H100 this seems to improve the softmax backward pass pe...
true
2,816,641,402
[WIP] Add test_torchinductor_opinfo.py to triton-cpu tests
davidberard98
closed
[ "Stale", "ciflow/inductor", "keep-going" ]
6
CONTRIBUTOR
Stack from [ghstack](https://github.com/ezyang/ghstack) (oldest at bottom): * __->__ #145865 I'm guessing this isn't going to pass, but I want to see how long the CI takes.
true
2,816,546,277
Segmentation fault at _rowwise_prune with convert_hf_to_gguf from llama.cpp
atmaranto
open
[ "module: crash", "module: windows", "triaged", "module: 64-bit" ]
2
NONE
### 🐛 Describe the bug When converting the DeepSeek R1 LLAMA-70B distilled model to a GGUF file, the program [convert_hf_to_gguf.py](https://github.com/ggerganov/llama.cpp/blob/master/convert_hf_to_gguf.py) silently crashes. Attaching to WinDbg, it appears torch_cpu causes a segfault: ``` (cfd4.d19c): Access violati...
true
2,816,540,796
Cleanup VS 2019 refs in pytorch
Camyll
closed
[ "Merged", "ciflow/binaries", "ciflow/trunk", "release notes: releng", "test-config/default" ]
10
CONTRIBUTOR
Related to: https://github.com/pytorch/pytorch/issues/128835 Follow up on PR: https://github.com/pytorch/pytorch/pull/145319
true
2,816,533,217
Extend abi-stable nitpick message to all the c stable files
albanD
closed
[ "Merged", "ciflow/trunk", "topic: not user facing" ]
4
COLLABORATOR
null
true
2,816,532,662
CPU Model compile not working for flexattention
tpopok
closed
[ "oncall: pt2", "oncall: cpu inductor" ]
6
NONE
### 🐛 Describe the bug Use CPU model (i.e., CUDA_VISIBLE_DEVICES=-1) to run the following code will throw error. ``` from torch.utils.data import DataLoader, Dataset import torch from torch import nn from torch.nn.attention.flex_attention import flex_attention, create_block_mask, _create_empty_block_mask, BlockMask ...
true
2,816,490,704
[ONNX] Support subgraphs with 1+ outputs
justinchuby
closed
[ "module: onnx", "open source", "Merged", "ciflow/trunk", "release notes: onnx", "topic: bug fixes" ]
14
COLLABORATOR
Fixed a bug in _handle_output_node where additional output values were not added as graph outputs Fixes #145734
true
2,816,456,758
[be][pytorch] Fix backend in autocast
nautsimon
closed
[ "fb-exported", "module: amp (automated mixed precision)", "Merged", "ciflow/trunk", "topic: not user facing" ]
4
MEMBER
Summary: fixing backend typo (BAKCNEDS -> BACKENDS) Test Plan: ci Differential Revision: D68573324 cc @mcarilli @ptrblck @leslie-fang-intel @jgong5
true
2,816,409,441
Copy model before benchmark warmup runs
angelayi
closed
[ "Merged", "ciflow/trunk", "topic: not user facing", "module: dynamo", "ciflow/inductor" ]
5
CONTRIBUTOR
Fixes https://github.com/pytorch/pytorch/issues/144772 The eager warmup runs causes the model to change state so that later when we export it, the model is different than when we export it directly out of box. For some reason exporting the model with the changed state causes issues but exporting the inital model is ...
true
2,816,401,864
[export] don't always print GM in serdes logging
pianpwk
closed
[ "fb-exported", "Merged", "ciflow/trunk", "ciflow/inductor", "release notes: export" ]
4
CONTRIBUTOR
Summary: Didn't realize print_readable() would also print and not just return string Test Plan: . Differential Revision: D68781525
true
2,816,393,274
[dynamo][builtin-skipfiles-cleanup] Remove some builtins
anijain2305
closed
[ "Merged", "ciflow/trunk", "topic: not user facing", "module: dynamo", "ciflow/inductor" ]
7
CONTRIBUTOR
Stack from [ghstack](https://github.com/ezyang/ghstack) (oldest at bottom): * #145804 * #145876 * #145909 * #145892 * #145878 * #145875 * __->__ #145856 [dynamo][builtin-skipfiles-cleanup] Remove more builtins cc @voznesenskym @penguinwu @EikanWang @jgong5 @Guobing-Chen @XiaobingSuper @zhuhaozhe @blzheng @wenzhe-nrv ...
true
2,816,339,309
[c10d][ez] Remove goto in PGNCCL and make linter happy for PGNCCL and NCCLUtils
fduwjj
closed
[ "oncall: distributed", "Merged", "ciflow/trunk", "release notes: distributed (c10d)" ]
3
CONTRIBUTOR
Stack from [ghstack](https://github.com/ezyang/ghstack) (oldest at bottom): * __->__ #145855 While working on PGNCCL I found that the code triggers some lint warnings so this PR is to address them or add lint suppressor. cc @H-Huang @awgu @kwen2501 @wanchaol @fegin @wz337 @wconstab @d4l3k @c-p-i-o
true
2,816,289,764
[c10d][UCC] Support coalesing in `c10d::ProcessGroupUCC` through alltoallv
samnordmann
closed
[ "oncall: distributed", "triaged", "open source", "Stale", "release notes: distributed (c10d)" ]
3
CONTRIBUTOR
# What Add support for coalescing communication in `ProcessGroupUCC`, by implementing the methods `startCoalescing` and `endCoalescing`. We need to impose several restrictions to the coalesced group: 1) we can only coalesce `send` and `recv` ops 2) we can only coalesce one `send` and one `recv` maximum per pair ...
true
2,816,265,454
cmake: fix detection logic when using system XNNPACK
Harry-Chen
open
[ "triaged", "open source", "Stale", "topic: not user facing" ]
6
NONE
This commit makes the following improvements: * The "elseif" branch now only runs when USE_XNNPACK is set. * Use "REQUIRED" to enforce the existence of XNNPACK libraries, and remove the erroneous if statement ('or' should be 'OR'). * libmicrokernels-prod is built statically in XNNPACK [1], change in pytorch side a...
true
2,816,243,859
RecursionError: maximum recursion depth exceeded in comparison
vpandya-quic
open
[ "triaged", "oncall: pt2", "module: dynamic shapes", "module: inductor" ]
3
NONE
### 🐛 Describe the bug Running following small tests results in recursion ```py def test_a(): def process_tensors( in_ptr0, in_ptr1, in_ptr2, in_ptr3, in_ptr4, out_ptr0, out_ptr1 ): for x0 in range(32): for x1 in range(6): for x2 ...
true
2,816,210,050
FIRE Relative Positional Encodings
kaddu341
open
[ "module: nn", "triaged" ]
2
NONE
### 🚀 The feature, motivation and pitch Hi, I'm currently working on the length generalization capabilities of transformers. As shown by Zhou et al. (https://arxiv.org/abs/2402.09371), FIRE positional encodings are excellent for this purpose as they can yield generalization results up to 2.5x the input length (in co...
true
2,816,207,018
Skip search for MKL on ARM cpus
malfet
closed
[ "Merged", "Stale", "ciflow/trunk", "topic: not user facing" ]
4
CONTRIBUTOR
Stack from [ghstack](https://github.com/ezyang/ghstack) (oldest at bottom): * __->__ #145850 It will not find it anyway and makes a bit easier parsing thru CMake log on non-x86 systems
true
2,816,206,849
[BE] Include CheckFunctionExists in `FindBLAS.cmake`
malfet
closed
[ "Merged", "ciflow/trunk", "topic: not user facing" ]
3
CONTRIBUTOR
Stack from [ghstack](https://github.com/ezyang/ghstack) (oldest at bottom): * #145850 * __->__ #145849 It's used in the script, so it must be included
true
2,816,179,114
Integrate sympy expression provenance logging with structured logs
bobrenjc93
closed
[ "Merged", "ciflow/trunk", "release notes: fx", "topic: not user facing", "fx", "ciflow/inductor" ]
6
CONTRIBUTOR
Stack from [ghstack](https://github.com/ezyang/ghstack) (oldest at bottom): * __->__ #145848 cc @ezyang @SherlockNoMad @EikanWang @jgong5 @wenzhe-nrv
true
2,816,159,985
Guard the CPU cpp wrapper tests on having a cpp wrapper
charlie-wt
open
[ "triaged", "open source", "topic: not user facing", "module: inductor" ]
12
CONTRIBUTOR
Since they're the CPU CPP wrapper tests, they should only run if the CPU backend we're using has a CPP wrapper. cc @voznesenskym @penguinwu @EikanWang @jgong5 @Guobing-Chen @XiaobingSuper @zhuhaozhe @blzheng @wenzhe-nrv @jiayisunx @ipiszy @yf225 @chenyang78 @kadeng @muchulee8 @ColinPeppler @amjames @desertfire @chau...
true
2,816,086,780
[async-TP] Fix scheduling in matmul+reduce-scatter for 2 ranks
lw
closed
[ "oncall: distributed", "Merged", "ciflow/trunk", "topic: not user facing" ]
4
CONTRIBUTOR
There's a sleep that is issued in order to "nudge" CUDA to do the right scheduling decision, but this is issued on iteration number 2. However, when the world size is 2, we never reach that iteration, which led to a suboptimal scheduling. cc @H-Huang @awgu @kwen2501 @wanchaol @fegin @fduwjj @wz337 @wconstab @d4l3k @...
true
2,816,074,248
[OSS] Add kwargs to fsspec reader/writer
ankitageorge
closed
[ "oncall: distributed", "fb-exported", "Merged", "ciflow/trunk", "topic: not user facing" ]
8
CONTRIBUTOR
Summary: Add kwargs to fsspec reader/writer. This will be used when reading/writing from huggingface because it needs a token to access the repositories Test Plan: https://fburl.com/anp/agkrlas1 ability to read write to hf with fsspec Differential Revision: D68738777 cc @H-Huang @awgu @kwen2501 @wanchaol @fegin @...
true
2,816,067,692
Move trunk windows builds to CUDA-12.4
atalman
closed
[ "Merged", "ciflow/trunk", "topic: not user facing" ]
6
CONTRIBUTOR
Same as : https://github.com/pytorch/pytorch/pull/130446 That should catch build regressions that were previously only detectable during the nightly builds for 12.4
true
2,816,065,231
WIP OpenVINOQuantizer
daniil-lyakhov
closed
[ "open source", "release notes: quantization", "release notes: AO frontend" ]
1
CONTRIBUTOR
Fixes #ISSUE_NUMBER
true
2,815,970,732
[MTIA][FSDP2] Enable MTIA device in FSDP2 library code
jvandebon
closed
[ "oncall: distributed", "fb-exported", "Merged", "ciflow/trunk", "release notes: distributed (fsdp)", "ciflow/inductor" ]
13
CONTRIBUTOR
Differential Revision: D68560256 cc @H-Huang @awgu @kwen2501 @wanchaol @fegin @fduwjj @wz337 @wconstab @d4l3k @c-p-i-o
true
2,815,909,429
clamp_min did not work
moghadas76
closed
[ "needs reproduction" ]
2
NONE
### 🐛 Describe the bug ```python import numpy as np import torch file = np.load("tensor.zip") tensor = torch.from_numpy(file.f.arr_0) print(tensor) print(tensor.shape) print(torch.ge(tensor.clamp_min(1e-6), 0.0).all()) print(torch.ge(tensor.abs()+0.01, 0.0).all()) # print(torch.ge(tensor.abs()+0.01, 0.0).all()) `...
true
2,815,877,292
s390x ci: ensure CI starts correctly if token pipe is not removed
AlekseiNikiforovIBM
closed
[ "triaged", "open source", "Merged", "topic: not user facing" ]
3
COLLABORATOR
Mark stop actions as "may fail". Container is expected to stop on it's own in normal case. Remove "may fail" mark from token generation steps.
true
2,815,772,955
[ATen] Implement exception handling for hipsolver APIs
danzimm
closed
[ "fb-exported", "Merged", "ciflow/trunk", "topic: not user facing" ]
5
CONTRIBUTOR
Summary: TSA Test Plan: CI Differential Revision: D68741194
true
2,815,706,878
[typing] Not all operators correctly infer Tensor result.
randolf-scholz
closed
[ "module: typing", "triaged", "better-engineering", "needs design" ]
2
CONTRIBUTOR
### 🐛 Describe the bug <details> <summary> Static Typing Test suite </summary> ```python # mypy: enable-error-code="unused-ignore" import operator import torch from torch import Tensor from typing_extensions import assert_type, reveal_type x = torch.randn(3) assert_type(x, Tensor) i64: int = 2 f64: float = 3.14 ...
true
2,815,599,877
torch.nested.narrow() or torch.nested.to_padded_tensor() breaks backwards pass - invalid gradient
kkj15dk
open
[ "triaged", "module: nestedtensor" ]
4
NONE
### 🐛 Describe the bug I am converting a jagged nested tensor to a padded tensor, then adding Rotary positional embeddings, then converting it back to a jagged tensor. The forward pass is just fine, but the backwards pass breaks. It is probably because the offsets object changes throughout the forward pass, but I can...
true
2,815,574,245
DISABLED test_op_dtype_propagation_bitwise_xor_cuda_int64 (__main__.TestCaseCUDA)
pytorch-bot[bot]
closed
[ "module: rocm", "triaged", "module: flaky-tests", "skipped", "oncall: pt2", "module: inductor" ]
2
NONE
Platforms: rocm This test was disabled because it is failing in CI. See [recent examples](https://hud.pytorch.org/flakytest?name=test_op_dtype_propagation_bitwise_xor_cuda_int64&suite=TestCaseCUDA&limit=100) and the most recent trunk [workflow logs](https://github.com/pytorch/pytorch/runs/36265413881). Over the past ...
true
2,815,512,350
s390x: disable test_model_exports_to_core_aten.py test
AlekseiNikiforovIBM
closed
[ "triaged", "open source", "Merged", "topic: not user facing", "ciflow/s390" ]
3
COLLABORATOR
It often gets killed by OOM. Disable it while investigating.
true
2,815,457,152
[inductor] Add features to docstring_linter (see #142496)
rec
closed
[ "module: lint", "open source", "better-engineering", "Merged", "ciflow/trunk", "topic: not user facing", "suppress-api-compatibility-check", "suppress-bc-linter" ]
11
COLLABORATOR
## Improvements to `docstring_linter` * Add a "grandfather list" of existing undocumented classes and functions (`--grandfather`, `--grandfather-tolerance`, `--no-grandfather`, `--write-grandfather`) * In classes, now just one of the class itself or its `__init__()` method needs to be documented (`--lint-init` turn...
true
2,815,247,667
Implement KL for studentT
moghadas76
closed
[ "triaged", "open source", "Stale" ]
3
NONE
Fixes #145729
true
2,815,213,433
[DO NOT MERGE] [TESTING] [ROCm] Triton cherry-picks for AMD backend perf optimisation
jataylo
closed
[ "module: rocm", "open source", "ciflow/trunk", "topic: not user facing", "ciflow/periodic", "ciflow/inductor", "ciflow/rocm", "ciflow/inductor-rocm" ]
7
COLLABORATOR
Testing for rc/3.2.x PR cc @jeffdaily @sunway513 @jithunnair-amd @pruthvistony @ROCmSupport @dllehr-amd @hongxiayang @naromero77amd
true
2,815,123,002
Update ET pin to 41e7ffa
GregoryComer
closed
[ "Merged", "ciflow/trunk", "topic: not user facing", "ciflow/inductor" ]
9
MEMBER
ExecuTorch pin is failing to update due to a change in the executorch install scripts. The previous install_requirements.sh now only installs dependencies and does not build ET. There is a new script - install_executorch.sh, which both installs dependencies and builds the framework. This PR updates the relevant CI l...
true
2,815,109,705
DISABLED test_cat_max_autotune_triton (__main__.TestMaxAutotune)
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_cat_max_autotune_triton&suite=TestMaxAutotune&limit=100) and the most recent trunk [workflow logs](https://github.com/pytorch/pytorch/runs/36261282178). Over the past 3 hours, it has b...
true
2,815,054,139
Ensure GPU isolation for kubernetes pod MI300 runners.
saienduri
closed
[ "module: rocm", "open source", "Merged", "topic: not user facing", "rocm", "ciflow/unstable", "ciflow/rocm" ]
4
CONTRIBUTOR
Fixes the reason behind moving the tests to unstable initially. (https://github.com/pytorch/pytorch/pull/145790) We ensure gpu isolation for each pod within kubernetes by propagating the drivers selected for the pod from the Kubernetes layer up to the docker run in pytorch here. Now we stick with the GPUs assigned to...
true
2,814,806,838
[dynamo][builtin-skipfiles-cleanup] Remove posixpath
anijain2305
closed
[ "Merged", "ciflow/trunk", "topic: not user facing", "module: dynamo", "ciflow/inductor" ]
3
CONTRIBUTOR
Stack from [ghstack](https://github.com/ezyang/ghstack) (oldest at bottom): * #145559 * #145804 * __->__ #145828 * #145826 * #145753 * #145744 cc @voznesenskym @penguinwu @EikanWang @jgong5 @Guobing-Chen @XiaobingSuper @zhuhaozhe @blzheng @wenzhe-nrv @jiayisunx @chenyang78 @kadeng @chauhang @amjames
true
2,814,801,658
What changed in torch 2.5.0 that cause photomaker to fail?
CaledoniaProject
open
[ "needs reproduction", "triaged" ]
3
NONE
### 🐛 Describe the bug Hi there, I came from this issue https://github.com/TencentARC/PhotoMaker/issues/205. I'm playing around with PhotoMaker, and I found their IP adapter failed to work with latest torch (2.5.X). But when I downgrade the pytorch version to 2.4.1 it worked. So I suspect something changed fundam...
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