id int64 2.74B 3.05B | title stringlengths 1 255 | user stringlengths 2 26 | state stringclasses 2
values | labels listlengths 0 24 | comments int64 0 206 | author_association stringclasses 4
values | body stringlengths 7 62.5k ⌀ | is_title bool 1
class |
|---|---|---|---|---|---|---|---|---|
2,893,421,709 | [ROCm] Add TF32 option for Flex Attention for gfx90a | jataylo | closed | [
"module: rocm",
"open source",
"release notes: rocm",
"module: inductor",
"ciflow/inductor",
"ciflow/rocm"
] | 2 | COLLABORATOR | Add TF32 option for flex attention kernels, performance doesn't seem to always be better so we will add this as an autotuning option.
cc @jeffdaily @sunway513 @jithunnair-amd @pruthvistony @ROCmSupport @dllehr-amd @hongxiayang @naromero77amd @voznesenskym @penguinwu @EikanWang @jgong5 @Guobing-Chen @XiaobingSuper @zhu... | true |
2,893,293,603 | set non_blocking to true in torch._foreach_copy_ to improve performance | aahehehe | open | [
"oncall: distributed",
"triaged",
"open source",
"release notes: distributed (fsdp)"
] | 4 | NONE | The non_blocking parameter in the `torch._foreach_copy_` interface has a default value of False, which triggers synchronous operations by default. However, in `FSDP` , when the input tensors reside on the same device, synchronization is unnecessary. To enhance performance, a check has been added: if the input tensors a... | true |
2,893,220,606 | Introduce guard_or_true, guard_or_false | laithsakka | closed | [
"Merged",
"Reverted",
"ciflow/trunk",
"release notes: fx",
"fx",
"module: inductor",
"ciflow/inductor"
] | 32 | CONTRIBUTOR | Stack from [ghstack](https://github.com/ezyang/ghstack) (oldest at bottom):
* __->__ #148430
some context in this document:
https://docs.google.com/document/d/18nJsj-F2C_QXO7ClwzPcAUENQ-B440B43W7DdDnlDt4/edit?tab=t.0#heading=h.pgebnyi7pocj
But TLDR;
`guard_or_true`, `guard_or_false` are better than `guard_size_o... | true |
2,893,213,072 | Optimize `torch.distributions` Score function | zeshengzong | open | [
"triaged",
"open source",
"topic: not user facing"
] | 5 | CONTRIBUTOR | Fixes #148253
## Test Result
### Before
### After
| true |
2,893,138,944 | DISABLED test_sys_modules (__main__.MiscTests) | pytorch-bot[bot] | closed | [
"triaged",
"module: flaky-tests",
"skipped",
"oncall: pt2",
"module: dynamo"
] | 5 | NONE | Platforms: mac, macos, rocm, asan, linux
This test was disabled because it is failing in CI. See [recent examples](https://hud.pytorch.org/flakytest?name=test_sys_modules&suite=MiscTests&limit=100) and the most recent trunk [workflow logs](https://github.com/pytorch/pytorch/runs/38144911987).
Over the past 3 hours,... | true |
2,893,138,857 | DISABLED test_capture_tracked_dynamic_shapes (__main__.DynamicShapesHigherOrderOpTests) | pytorch-bot[bot] | closed | [
"triaged",
"module: flaky-tests",
"skipped",
"oncall: pt2",
"module: dynamo"
] | 8 | NONE | Platforms: asan, linux, rocm, mac, macos
This test was disabled because it is failing in CI. See [recent examples](https://hud.pytorch.org/flakytest?name=test_capture_tracked_dynamic_shapes&suite=DynamicShapesHigherOrderOpTests&limit=100) and the most recent trunk [workflow logs](https://github.com/pytorch/pytorch... | true |
2,893,138,763 | DISABLED test_empty_graph_nested_calls_fullgraph_False_dynamic_shapes (__main__.DynamicShapesReproTests) | pytorch-bot[bot] | closed | [
"triaged",
"module: flaky-tests",
"skipped",
"oncall: pt2",
"module: dynamo"
] | 5 | NONE | Platforms: mac, macos, linux, slow
This test was disabled because it is failing in CI. See [recent examples](https://hud.pytorch.org/flakytest?name=test_empty_graph_nested_calls_fullgraph_False_dynamic_shapes&suite=DynamicShapesReproTests&limit=100) and the most recent trunk [workflow logs](https://github.com/pytorc... | true |
2,893,084,753 | [ROCM] `linalg.eigh` crash with `float64` dtype and shape `[8192,8192]` | Qubitium | open | [
"module: crash",
"module: rocm",
"triaged"
] | 12 | CONTRIBUTOR | ### 🐛 Describe the bug
Platform: AMD `MI300X`
ROCM: `rocm/jammy,now 6.3.3.60303`
OS: Ubuntu 22.04
Torch: 2.7.0.dev20250228+rocm6.3
`linalg.eigh` crash with `float64` dtype and shape `[8192,8192]`
Run the following unittest to reproduce:
[GPTQModel: test_linalg.py](https://github.com/ModelCloud/GPTQModel/blob/main... | true |
2,893,062,210 | Temp test | CaoE | open | [
"module: mkldnn",
"open source",
"topic: not user facing",
"module: inductor",
"ciflow/inductor",
"ciflow/linux-aarch64"
] | 7 | COLLABORATOR | For testing.
cc @gujinghui @PenghuiCheng @XiaobingSuper @jianyuh @jgong5 @mingfeima @sanchitintel @ashokei @jingxu10 @min-jean-cho @yanbing-j @Guobing-Chen @Xia-Weiwen @snadampal @voznesenskym @penguinwu @EikanWang @zhuhaozhe @blzheng @wenzhe-nrv @jiayisunx @ipiszy @yf225 @chenyang78 @kadeng @muchulee8 @amjames @chauh... | true |
2,893,047,386 | [Intel GPU][pt2e]: Collapse 3D input to 2D for matmul in qlinear_pointwise_binary fusion | ZhiweiYan-96 | closed | [
"module: cpu",
"open source",
"Merged",
"ciflow/trunk",
"topic: not user facing",
"module: inductor",
"ciflow/inductor",
"keep-going",
"ciflow/xpu"
] | 6 | COLLABORATOR | # Motivation
During the `qlinear_pointwise_binary` lowering pass, dim collapsing only occurs when post-ops is `add`. It is the responsibility of C++ kernels to handle dimension for post-ops `sum`
# Details
This PR explicitly reshape input from 3D to 2D in op `qlinear_pointwise_binary`. Besides, we refractor imple... | true |
2,893,031,576 | [set_linter] allow x in {...} | jansel | closed | [
"Merged",
"ciflow/trunk",
"topic: not user facing"
] | 3 | CONTRIBUTOR | Stack from [ghstack](https://github.com/ezyang/ghstack) (oldest at bottom):
* __->__ #148422
| true |
2,893,030,692 | Add cutlass kernel for rowwise scaled mm on sm100 | danielvegamyhre | closed | [
"Merged",
"ciflow/trunk",
"release notes: cuda"
] | 9 | CONTRIBUTOR | ### Important
- Previous PR in stack https://github.com/pytorch/pytorch/pull/148274
- Despite the changes between sm90 vs sm100 being fairly minimal, I created a separate kernel since we'll be making various arch specific perf optimizations to the sm100 kernel next.
- This kernel has not been optimized yet. However,... | true |
2,893,030,083 | Float8_e4m3fn | wangcheng2013 | open | [
"triaged",
"module: mps",
"module: float8"
] | 0 | NONE | ### 🐛 Describe the bug
MPS use Flux.1
Error：Trying to convert Float8_e4m3fn to the MPS backend but it does not have support for that dtype.
### Versions
Trying to convert Float8_e4m3fn to the MPS backend but it does not have support for that dtype.
cc @kulinseth @albanD @malfet @DenisVieriu97 @jhavukainen @yanbin... | true |
2,893,015,603 | ci: Add sccache to manylinux images | seemethere | open | [
"Merged",
"Reverted",
"ciflow/trunk",
"topic: not user facing",
"ci-no-td"
] | 6 | MEMBER | Stack from [ghstack](https://github.com/ezyang/ghstack) (oldest at bottom):
* #149675
* #143672
* __->__ #148419
Adds sccache to our manylinux images, these are purposefully built
without the scccache-dist binary since we're not expecting to use that.
Another caveat of these builds is that they are built with... | true |
2,892,888,891 | [2/N] Use Python 3.9 typing | cyyever | open | [
"oncall: distributed",
"triaged",
"open source",
"module: inductor",
"module: dynamo",
"ciflow/inductor",
"release notes: export"
] | 1 | COLLABORATOR | Fixes #ISSUE_NUMBER
cc @H-Huang @awgu @kwen2501 @wanchaol @fegin @fduwjj @wz337 @wconstab @d4l3k @c-p-i-o @voznesenskym @penguinwu @EikanWang @jgong5 @Guobing-Chen @XiaobingSuper @zhuhaozhe @blzheng @wenzhe-nrv @jiayisunx @ipiszy @yf225 @chenyang78 @kadeng @muchulee8 @amjames @chauhang @aakhundov | true |
2,892,876,710 | Add 'x in {...}' patterns to perf_linter | jansel | open | [
"Stale",
"topic: not user facing"
] | 3 | CONTRIBUTOR | Stack from [ghstack](https://github.com/ezyang/ghstack) (oldest at bottom):
* __->__ #148417
* #148416
* #148415
* #148414
* #148413
* #148422
* #148412
| true |
2,892,876,617 | Add perf_linter to auto-fix some anti-patterns | jansel | open | [
"Stale",
"topic: not user facing"
] | 2 | CONTRIBUTOR | Stack from [ghstack](https://github.com/ezyang/ghstack) (oldest at bottom):
* #148417
* __->__ #148416
* #148415
* #148414
* #148413
* #148422
* #148412
| true |
2,892,876,536 | Automated perf_linter changes: x in (...) | jansel | open | [
"module: rocm",
"Stale",
"release notes: fx",
"topic: not user facing",
"fx",
"ciflow/mps",
"module: inductor",
"module: dynamo",
"ciflow/inductor"
] | 3 | CONTRIBUTOR | Stack from [ghstack](https://github.com/ezyang/ghstack) (oldest at bottom):
* #148417
* #148416
* __->__ #148415
* #148414
* #148413
* #148422
* #148412
cc @jeffdaily @sunway513 @jithunnair-amd @pruthvistony @ROCmSupport @dllehr-amd @jataylo @hongxiayang @naromero77amd @ezyang @SherlockNoMad @EikanWang @jgong5 @wenz... | true |
2,892,876,450 | Automated perf_linter changes: list constructors | jansel | open | [
"module: rocm",
"Stale",
"topic: not user facing",
"fx",
"module: inductor",
"module: dynamo",
"ciflow/inductor",
"release notes: AO frontend",
"module: compiled autograd"
] | 2 | CONTRIBUTOR | Stack from [ghstack](https://github.com/ezyang/ghstack) (oldest at bottom):
* #148417
* #148416
* #148415
* __->__ #148414
* #148413
* #148422
* #148412
cc @jeffdaily @sunway513 @jithunnair-amd @pruthvistony @ROCmSupport @dllehr-amd @jataylo @hongxiayang @naromero77amd @ezyang @SherlockNoMad @EikanWang @jgong5 @wenz... | true |
2,892,876,368 | Automated perf_linter changes: generators | jansel | open | [
"module: rocm",
"Stale",
"release notes: fx",
"topic: not user facing",
"fx",
"module: inductor",
"module: dynamo",
"ciflow/inductor",
"module: compiled autograd"
] | 2 | CONTRIBUTOR | Stack from [ghstack](https://github.com/ezyang/ghstack) (oldest at bottom):
* #148417
* #148416
* #148415
* #148414
* __->__ #148413
* #148422
* #148412
cc @jeffdaily @sunway513 @jithunnair-amd @pruthvistony @ROCmSupport @dllehr-amd @jataylo @hongxiayang @naromero77amd @ezyang @SherlockNoMad @EikanWang @jgong5 @wenz... | true |
2,892,876,294 | Disable flake8 advice C416 | jansel | open | [
"topic: not user facing"
] | 5 | CONTRIBUTOR | Stack from [ghstack](https://github.com/ezyang/ghstack) (oldest at bottom):
* #148417
* #148416
* #148415
* #148414
* #148413
* #148422
* __->__ #148412
This is not a good suggestion, since it is almost 2x slower:
```
>>> timeit.timeit("tuple(x for x in range(10))")
0.39464114885777235
>>> timeit.timeit("tuple([x for ... | true |
2,892,850,518 | Torch 2.6 doesn't have TCPStore::TCPStore symbol in cu126 binary, but it's available in headers | xwang233 | closed | [
"module: binaries",
"triaged"
] | 2 | COLLABORATOR | ### 🐛 Describe the bug
Torch 2.6 doesn't have TCPStore::TCPStore symbol in cu126 binary, but it's available in headers. This caused some runtime issue in our pytorch extension. Our pytorch extension can be built but can't be imported. The error message suggests: missing symbol
The symbol is in cu118 and cu124 binary... | true |
2,892,849,094 | Add api info for torch._C._nn.pyi [1/N] | shink | open | [
"open source",
"Stale",
"topic: not user facing"
] | 2 | CONTRIBUTOR | Part of: #148404
| true |
2,892,837,132 | I don't use FSDP，it can train. | Vieeo | closed | [] | 1 | NONE | > This looks more relevant as a flux issue--could you open an issue in their repo? https://github.com/black-forest-labs/flux
>
> I guess it is a FSDP problem,
> when forward:
> weight.shape, mod._weight_mask.shape: torch.Size([6144, 3072]) torch.Size([6144, 3072])
> but backward:
> torch.Size([2360064]) torc... | true |
2,892,802,150 | Enable `_lazy_clone` between CPU and MPS | kurtamohler | open | [
"open source",
"release notes: lazy",
"release notes: mps",
"ciflow/mps",
"module: inductor",
"ciflow/inductor"
] | 6 | COLLABORATOR | Adds `device` arg to `_lazy_clone` to enable lazy cloning data from one device to another. At the moment, only the following cases are supported:
* Source is a pinned CPU tensor and destination is MPS.
* Source is an MPS tensor and destination is CPU.
* Source and destination devices are the same.
This PR also ... | true |
2,892,801,347 | Enable ASAN on inductor CUDA tests | cyyever | closed | [
"module: cpu",
"triaged",
"open source",
"topic: not user facing",
"module: inductor",
"ciflow/inductor"
] | 1 | COLLABORATOR | Fixes #ISSUE_NUMBER
cc @jgong5 @mingfeima @XiaobingSuper @sanchitintel @ashokei @jingxu10 @voznesenskym @penguinwu @EikanWang @Guobing-Chen @zhuhaozhe @blzheng @wenzhe-nrv @jiayisunx @ipiszy @yf225 @chenyang78 @kadeng @muchulee8 @amjames @chauhang @aakhundov | true |
2,892,784,097 | ci: Move s390x builds with the rest | seemethere | closed | [
"topic: not user facing"
] | 2 | MEMBER | Stack from [ghstack](https://github.com/ezyang/ghstack) (oldest at bottom):
* #143672
* #148419
* __->__ #148406
Moves the s390x builds which were in a separate workflow into the
workflow that builds the rest of the manywheel images. No need to
actually have a completely separate workflow for this
Signed-off-by: Eli ... | true |
2,892,750,943 | Add api info for torch._C._nn.pyi | FFFrog | open | [
"open source",
"topic: not user facing"
] | 5 | COLLABORATOR | Stack from [ghstack](https://github.com/ezyang/ghstack) (oldest at bottom):
* __->__ #148405
APis involved are as followed:
- adaptive_avg_pool2d
- adaptive_avg_pool3d
- binary_cross_entropy
- col2im
ISSUE Related:
https://github.com/pytorch/pytorch/issues/148404 | true |
2,892,745,220 | The apis in torch._C._nn.pyi is nonexhaustive | FFFrog | open | [
"module: nn",
"triaged"
] | 1 | COLLABORATOR | ### 🐛 Describe the bug
The C API provided by the torch._C._nn module is inconsistent with torch._C._nn.pyi, and some API descriptions are missing. The missing list is as follows:
- [x] `adaptive_avg_pool2d` #148405
- [x] `adaptive_avg_pool3d` #148405
- [x] `binary_cross_entropy` #148405
- [x] `col2im` #148405
- [ ] ... | true |
2,892,736,700 | Use oneDNN v3.7.1 for Intel GPU | ZhiweiYan-96 | closed | [
"module: mkldnn",
"open source",
"Merged",
"ciflow/trunk",
"keep-going",
"ciflow/xpu",
"release notes: xpu",
"ciflow/linux-aarch64"
] | 19 | COLLABORATOR | Stack from [ghstack](https://github.com/ezyang/ghstack) (oldest at bottom):
* __->__ #148403
cc @gujinghui @PenghuiCheng @XiaobingSuper @jianyuh @jgong5 @mingfeima @sanchitintel @ashokei @jingxu10 @min-jean-cho @yanbing-j @Guobing-Chen @Xia-Weiwen @snadampal | true |
2,892,732,736 | Generate two reduction loops for vectorization | shunting314 | open | [
"feature",
"triaged",
"oncall: pt2",
"module: inductor"
] | 9 | CONTRIBUTOR | ### 🐛 Describe the bug
A general reduction is to reduce each row of a [xnumel, rnumel] 2D tensors (multiple dimensional cases can be just treated as 2D tensor by flattening reduction and non-reductoin dimensions). When rnumel is not well aligned (128 bytes aligned), Inductor will pad the strides of the tensor to make... | true |
2,892,712,197 | [dynamo] show stack above dynamo in graph break user tracebacks | williamwen42 | closed | [
"Merged",
"ciflow/trunk",
"topic: not user facing",
"module: dynamo",
"ciflow/inductor",
"module: compile ux"
] | 7 | MEMBER | Stack from [ghstack](https://github.com/ezyang/ghstack) (oldest at bottom):
* #148736
* __->__ #148401
Also show the line of code relevant to a dynamo-compiled frame, instead of just the first line (this was broken for data-dependent jump graph breaks and for 3.11+).
Also collapses resume frames together (use c... | true |
2,892,706,244 | [Docs] update bucketize documentaion | blaine-rister | closed | [
"Merged",
"ciflow/trunk",
"release notes: python_frontend"
] | 9 | CONTRIBUTOR | Fixes #144504
Clarify the documentation for `torch.bucketize` by referencing the existing table. The current version includes a somewhat confusing explanation for the `right` kwarg, whereas the existing table is much clearer. | true |
2,892,702,801 | [BE] Move `sinc` kernels to the same OP family | malfet | closed | [
"Merged",
"topic: not user facing",
"release notes: mps",
"ciflow/mps"
] | 3 | CONTRIBUTOR | Stack from [ghstack](https://github.com/ezyang/ghstack) (oldest at bottom):
* #148449
* #148448
* __->__ #148399
| true |
2,892,702,739 | [BE] Remove stale arg for complex ops | malfet | closed | [
"Merged",
"topic: not user facing",
"release notes: mps",
"ciflow/mps"
] | 3 | CONTRIBUTOR | Stack from [ghstack](https://github.com/ezyang/ghstack) (oldest at bottom):
* #148399
* __->__ #148398
Not need to pass DTYPE0 and DTYPE1 if only one DTYPE is used | true |
2,892,698,848 | [inductor][fuzzer] `IndexError` error at `torch.dstack` | WLFJ | open | [
"triaged",
"oncall: pt2",
"module: inductor",
"topic: fuzzer"
] | 2 | NONE | ### 🐛 Describe the bug
Reproduce:
```python
import torch
def f():
sym_0 = 964
sym_1 = 806
sym_2 = -9063443332548498471
sym_3 = 2
sym_4 = 1
sym_5 = 0
sym_6 = False
sym_7 = False
sym_8 = -1
sym_9 = (776984,)
var_161 = torch.triu_indices(row=sym_0, col=sym_1, offset=sym_2)
... | true |
2,892,678,507 | [ONNX] Create VerificationInterpreter | justinchuby | closed | [
"module: onnx",
"triaged",
"open source",
"Merged",
"ciflow/trunk",
"release notes: onnx",
"topic: not user facing"
] | 5 | COLLABORATOR | An fx interpreter for comparing ONNX values with pytorch ones.
```py
import torch
from torch.onnx._internal.exporter._verification import VerificationInterpreter
class Model(torch.nn.Module):
def forward(self, query, key, value):
res = torch.nn.functional.scaled_dot_product_attention(
... | true |
2,892,676,689 | [not for landing] build CPU CPP kernels at O3, and all other code at O1 | desertfire | closed | [
"release notes: fx",
"fx",
"module: inductor",
"ciflow/inductor"
] | 1 | CONTRIBUTOR | Stack from [ghstack](https://github.com/ezyang/ghstack) (oldest at bottom):
* __->__ #148395
for ghimport
cc @ezyang @SherlockNoMad @EikanWang @jgong5 @wenzhe-nrv @voznesenskym @penguinwu @Guobing-Chen @XiaobingSuper @zhuhaozhe @blzheng @jiayisunx @ipiszy @yf225 @chenyang78 @kadeng @muchulee8 @amjames @chauhang @aakh... | true |
2,892,675,249 | Add new GHA workflow to cache ROCm CI docker images on MI300 CI runners periodically | jithunnair-amd | closed | [
"module: rocm",
"open source",
"Merged",
"ciflow/trunk",
"topic: not user facing",
"ciflow/rocm",
"ciflow/rocm-mi300"
] | 4 | COLLABORATOR | Refiling https://github.com/pytorch/pytorch/pull/148387 from pytorch repo branch to get AWS login via OIDC working
Successful docker caching run: https://github.com/pytorch/pytorch/actions/runs/13843689908/job/38737095535
Run without cached docker image: https://github.com/pytorch/pytorch/actions/runs/13843692637/j... | true |
2,892,661,426 | [codemod] Fix missing field initializer in caffe2/torch/lib/libshm/manager.cpp +1 | r-barnes | closed | [
"fb-exported",
"Merged",
"ciflow/trunk",
"topic: not user facing"
] | 5 | CONTRIBUTOR | Summary:
The LLVM warning `-Wmissing-field-initializers` has found one or more structs in this diff's files which were missing field initializers.
This can be unintended such as:
```
my_struct s1 = {0}; // Initializes *only* the first field to zero; others to default values
my_struct s2 = {}; // Initializes *all* fiel... | true |
2,892,652,782 | DISABLED test_shape_int_inplace_binops (__main__.MiscTests) | pytorch-bot[bot] | closed | [
"triaged",
"module: flaky-tests",
"skipped",
"oncall: pt2",
"module: dynamo"
] | 5 | NONE | Platforms: asan, linux, mac, macos, rocm, slow
This test was disabled because it is failing in CI. See [recent examples](https://hud.pytorch.org/flakytest?name=test_shape_int_inplace_binops&suite=MiscTests&limit=100) and the most recent trunk [workflow logs](https://github.com/pytorch/pytorch/runs/38130714525).
O... | true |
2,892,652,660 | DISABLED test_sdpa_rewriter_14_cuda (__main__.SDPAPatternRewriterCudaTests) | pytorch-bot[bot] | open | [
"module: rocm",
"triaged",
"module: flaky-tests",
"skipped",
"oncall: pt2",
"module: inductor"
] | 1 | NONE | Platforms: rocm
This test was disabled because it is failing in CI. See [recent examples](https://hud.pytorch.org/flakytest?name=test_sdpa_rewriter_14_cuda&suite=SDPAPatternRewriterCudaTests&limit=100) and the most recent trunk [workflow logs](https://github.com/pytorch/pytorch/runs/38131846800).
Over the past 3 hour... | true |
2,892,652,659 | DISABLED test_untracked_inputs_in_constraints_dynamic_shapes (__main__.DynamicShapesExportTests) | pytorch-bot[bot] | closed | [
"triaged",
"module: flaky-tests",
"skipped",
"oncall: pt2",
"module: dynamo"
] | 7 | NONE | Platforms: asan, linux, rocm, slow, mac, macos
This test was disabled because it is failing in CI. See [recent examples](https://hud.pytorch.org/flakytest?name=test_untracked_inputs_in_constraints_dynamic_shapes&suite=DynamicShapesExportTests&limit=100) and the most recent trunk [workflow logs](https://github.co... | true |
2,892,647,486 | [export] Unable to trace ops like min/pow | angelayi | open | [
"triaged",
"oncall: pt2",
"module: dynamic shapes",
"export-triaged",
"oncall: export"
] | 0 | CONTRIBUTOR | ### 🐛 Describe the bug
The following code fails to trace with export:
```python
class M(torch.nn.Module):
def forward(self, x, y):
b = x.item()
p = min(b, 10)
p = math.pow(p, 10)
return y * p
ep = torch.export.export(M(), (torch.tensor(5), torch.randn(5)))
print(ep)
```
To get ... | true |
2,892,637,220 | Bump onnxscript to 0.2.2 in CI | justinchuby | closed | [
"module: ci",
"open source",
"Merged",
"Reverted",
"ciflow/trunk",
"topic: not user facing",
"ci-no-td"
] | 14 | COLLABORATOR | Unblock https://github.com/pytorch/pytorch/pull/148140
cc @seemethere @malfet @pytorch/pytorch-dev-infra | true |
2,892,622,177 | Add new GHA workflow to cache ROCm CI docker images on MI300 CI runners periodically | jithunnair-amd | closed | [
"module: rocm",
"open source",
"topic: not user facing",
"ciflow/rocm"
] | 2 | COLLABORATOR | cc @jeffdaily @sunway513 @pruthvistony @ROCmSupport @dllehr-amd @jataylo @hongxiayang @naromero77amd | true |
2,892,616,047 | [dynamo] Remove dead code path around `functools.partial` objects | StrongerXi | closed | [
"ciflow/trunk",
"topic: not user facing",
"module: dynamo",
"ciflow/inductor"
] | 11 | CONTRIBUTOR | Stack from [ghstack](https://github.com/ezyang/ghstack) (oldest at bottom):
* __->__ #148386
This removes the code paths added in #98120, which has then been
superceded by #108846.
More importantly, it makes `EQUALS_MATCH`'s `ok_mutable_types` (added in #134016)
easier to reason about, i.e., no need to worry about `d... | true |
2,892,615,916 | [dynamo] Account for function id reuse in relevant Dynamo decorators | StrongerXi | closed | [
"Merged",
"topic: not user facing",
"module: dynamo",
"ciflow/inductor"
] | 2 | CONTRIBUTOR | Stack from [ghstack](https://github.com/ezyang/ghstack) (oldest at bottom):
* #148386
* #148007
* __->__ #148385
This fixes a recent series of flaky failure from `nonstrict_trace` unit
tests: #148166, #148056, #148055, #148054, #148034, #148033, #148032, #148031.
For now we don't need to worry about the other decorat... | true |
2,892,613,613 | [Docs][TunableOp] TunableOp documentation update | naromero77amd | closed | [
"module: docs",
"triaged",
"open source",
"Merged",
"ciflow/trunk",
"topic: docs",
"topic: not user facing"
] | 10 | COLLABORATOR | This PR aligns documentation to what is in the README file:
https://github.com/pytorch/pytorch/blob/main/aten/src/ATen/cuda/tunable/README.md
and removes the prototype NOTE.
cc @svekars @sekyondaMeta @AlannaBurke | true |
2,892,589,611 | Update onnxscript pin | yushangdi | closed | [
"fb-exported",
"ciflow/trunk",
"topic: not user facing"
] | 4 | CONTRIBUTOR | Summary:
Update pin to include https://github.com/microsoft/onnxscript/pull/2085
required to land https://github.com/pytorch/pytorch/pull/148140
Test Plan: CI
Differential Revision: D70526777
| true |
2,892,559,817 | [Inductor-CPU] Debug util request: fine-grained mechanism to disable out-of-template epilogues | sanchitintel | open | [
"oncall: pt2",
"oncall: cpu inductor"
] | 10 | COLLABORATOR | ### 🚀 The feature, motivation and pitch
There are two types of epilogue nodes for a `CPPGemmTemplate`:
1. Epilogues explicitly added via `epilogue_creator`, and
2. Out of template epilogues added via `epilogue_nodes`.
This request is to allow disabling out-of-template `epilogue_nodes` for a specific `CPPTemplate` s... | true |
2,892,525,505 | [ca] remove compiled_autograd_tracing | xmfan | closed | [
"Merged",
"topic: not user facing",
"ciflow/inductor"
] | 5 | MEMBER | Stack from [ghstack](https://github.com/ezyang/ghstack) (oldest at bottom):
* #148491
* __->__ #148381
| true |
2,892,523,151 | [1/n][Optimus][Auto-AC] Support activation quantization without scaling | mengluy0125 | closed | [
"fb-exported",
"Merged",
"ciflow/trunk",
"release notes: quantization",
"module: inductor",
"module: dynamo",
"ciflow/inductor",
"release notes: inductor"
] | 19 | CONTRIBUTOR | Summary: We enable the activation quantization in the forward pass, and users can customize the dtype they want to quantize.
Test Plan:
# unit test
```
buck2 test 'fbcode//mode/dev-nosan' fbcode//caffe2/test/inductor:quantization -- test_activation_quantization_aten
```
Buck UI: https://www.internalfb.com/b... | true |
2,892,478,138 | Improve nested jagged tensor select performance on batch dim | fleonce | open | [
"module: performance",
"triaged",
"module: nestedtensor"
] | 1 | CONTRIBUTOR | ### 🚀 The feature, motivation and pitch
Currently, unbind is used when selecting an element of a nested tensor with the `torch.jagged` layout:
https://github.com/pytorch/pytorch/blob/a41413829c98377e4c155ff150f250438303f7b2/torch/nested/_internal/ops.py#L1796-L1799
In case of a large batch dim, `unbind` yields an o... | true |
2,892,468,147 | Throws error when using torch.cuda.MemPool with expandable segments | syed-ahmed | closed | [
"open source",
"Merged",
"ciflow/trunk",
"topic: not user facing"
] | 6 | COLLABORATOR | Stack from [ghstack](https://github.com/ezyang/ghstack) (oldest at bottom):
* __->__ #148378
| true |
2,892,444,440 | [dtensor] add aten._scaled_dot_product_cudnn_attention.default op support | XilunWu | closed | [
"oncall: distributed",
"Merged",
"Reverted",
"ciflow/trunk",
"topic: not user facing",
"ciflow/inductor",
"release notes: distributed (dtensor)",
"ci-no-td",
"module: context parallel",
"release notes: context parallel"
] | 7 | CONTRIBUTOR | Stack from [ghstack](https://github.com/ezyang/ghstack) (oldest at bottom):
* #148537
* __->__ #148377
### Summary
This PR adds `_scaled_dot_product_cudnn_attention` to DTensor ops and tests it with unit test. This should allow Context Parallel and Tensor Parallel to use cudnn SDPA.
### Test
`pytest test/distrib... | true |
2,892,427,463 | [reland][ca] side-effect free inital trace: compiled_args | xmfan | closed | [
"oncall: distributed",
"Merged",
"ciflow/trunk",
"release notes: distributed (c10d)",
"module: dynamo",
"ciflow/inductor",
"module: compiled autograd",
"ci-no-td"
] | 13 | MEMBER | Stack from [ghstack](https://github.com/ezyang/ghstack) (oldest at bottom):
* __->__ #148376
This reverts commit ea12fc8a9ff7da808e0b661ca07e9d4ce75d04bc.
Reland https://github.com/pytorch/pytorch/pull/147804, there was a bad import inserted by my linter.
cc @H-Huang @awgu @kwen2501 @wanchaol @fegin @fduwjj @wz337 @w... | true |
2,892,425,600 | [Utilization] Add utilization monitor for linux build | yangw-dev | open | [
"topic: not user facing"
] | 1 | CONTRIBUTOR | Fixes #ISSUE_NUMBER
| true |
2,892,425,218 | Documents torch.cuda.MemPool API | syed-ahmed | closed | [
"open source",
"Merged",
"ciflow/trunk",
"topic: not user facing"
] | 4 | COLLABORATOR | Stack from [ghstack](https://github.com/ezyang/ghstack) (oldest at bottom):
* #148378
* __->__ #148374
| true |
2,892,412,413 | [@no-merge] Enable process based async cp + caching | MeetVadakkanchery | closed | [
"oncall: distributed",
"fb-exported",
"release notes: distributed (checkpoint)"
] | 5 | CONTRIBUTOR | Differential Revision: D70516754
cc @H-Huang @awgu @kwen2501 @wanchaol @fegin @fduwjj @wz337 @wconstab @d4l3k @c-p-i-o | true |
2,892,409,758 | Docker release - pin buildkit to v0.19.0 | atalman | closed | [
"Merged",
"topic: not user facing"
] | 3 | CONTRIBUTOR | Fix nightly build failure during arm64 docker build (since 02.21.2025): https://github.com/pytorch/pytorch/actions/runs/13452177170/job/37588508155#step:12:851
Error:
```
#10 73.62 Segmentation fault (core dumped)
#10 73.67 qemu: uncaught target signal 11 (Segmentation fault) - core dumped
#10 73.85 Segmentation... | true |
2,892,406,343 | [ROCm][TunableOp] Unit test for offline tuning of GEMM with bias | naromero77amd | closed | [
"module: rocm",
"open source",
"Merged",
"ciflow/trunk",
"topic: not user facing",
"ciflow/rocm"
] | 4 | COLLABORATOR | One more unit test for the offline version of TunableOp.
cc @jeffdaily @sunway513 @jithunnair-amd @pruthvistony @ROCmSupport @dllehr-amd @jataylo @hongxiayang | true |
2,892,398,758 | AOTI doesn't account for constant tensors | tugsbayasgalan | closed | [] | 1 | CONTRIBUTOR | ### 🐛 Describe the bug
```python
class Foo(torch.nn.Module):
def __init__(self):
super().__init__()
self.a = torch.ones(4, 4)
self.b = torch.ones(4, 4)
def forward(self, x):
return torch.ops.aten.linear.default(x, self.a,... | true |
2,892,381,937 | DISABLED test_param_shape_binops (__main__.MiscTests) | pytorch-bot[bot] | closed | [
"triaged",
"module: flaky-tests",
"skipped",
"oncall: pt2",
"module: dynamo"
] | 4 | NONE | Platforms: asan, linux, mac, macos, rocm, slow
This test was disabled because it is failing in CI. See [recent examples](https://hud.pytorch.org/flakytest?name=test_param_shape_binops&suite=MiscTests&limit=100) and the most recent trunk [workflow logs](https://github.com/pytorch/pytorch/runs/38119173789).
Over the pa... | true |
2,892,381,877 | DISABLED test_export_with_cond_dynamic_shape_pred_dynamic_shapes (__main__.DynamicShapesExportTests) | pytorch-bot[bot] | closed | [
"triaged",
"module: flaky-tests",
"skipped",
"oncall: pt2",
"module: dynamo"
] | 5 | NONE | Platforms: asan, linux, rocm, mac, macos
This test was disabled because it is failing in CI. See [recent examples](https://hud.pytorch.org/flakytest?name=test_export_with_cond_dynamic_shape_pred_dynamic_shapes&suite=DynamicShapesExportTests&limit=100) and the most recent trunk [workflow logs](https://github.com/pyto... | true |
2,892,370,828 | [inductor] use eager stride for custom op if no tags | shunting314 | closed | [
"Merged",
"ciflow/trunk",
"topic: not user facing",
"module: inductor",
"ciflow/inductor"
] | 11 | CONTRIBUTOR | Stack from [ghstack](https://github.com/ezyang/ghstack) (oldest at bottom):
* __->__ #148367
Fix https://github.com/pytorch/pytorch/issues/148356
This is some sort of short term fix to recover the default behavior to apply layout constraint for custom ops when there are no tags.
A longer term attempt to make s... | true |
2,892,364,581 | [AOTI] build CPU CPP kernels at O3, and all other code at O1 | benjaminglass1 | closed | [
"open source",
"ciflow/trunk",
"topic: not user facing",
"module: inductor",
"ciflow/inductor",
"ciflow/xpu"
] | 2 | COLLABORATOR | Cancels out some of the performance implications of this move by adding LTO to linking. _Only_ applies to AOT Inductor, not `cpp_wrapper` mode.
Re-implements #148212.
cc @voznesenskym @penguinwu @EikanWang @jgong5 @Guobing-Chen @XiaobingSuper @zhuhaozhe @blzheng @wenzhe-nrv @jiayisunx @ipiszy @yf225 @chenyang78 @ka... | true |
2,892,360,930 | [ROCm] Add rocm-mi300 and inductor-rocm-mi300 to upload-test-stats.yml | ethanwee1 | closed | [
"module: rocm",
"open source",
"Merged",
"topic: not user facing"
] | 3 | CONTRIBUTOR | We currently run MI300X machines on rocm-mi300 and inductor-rocm-mi300 but we don't have artifacts for the results:
e.g.
https://hud.pytorch.org/pytorch/pytorch/commit/6e10471966e22cda8ac0cded8a179267880457e0#rocm-mi300
c... | true |
2,892,355,228 | Fix bug in AOTI lowering | tugsbayasgalan | closed | [
"fb-exported",
"Merged",
"ciflow/trunk",
"topic: not user facing",
"module: inductor",
"ciflow/inductor"
] | 12 | CONTRIBUTOR | Stack from [ghstack](https://github.com/ezyang/ghstack) (oldest at bottom):
* #148488
* #148485
* #148483
* __->__ #148364
cc @voznesenskym @penguinwu @EikanWang @jgong5 @Guobing-Chen @XiaobingSuper @zhuhaozhe @blzheng @wenzhe-nrv @jiayisunx @ipiszy @yf225 @chenyang78 @kadeng @muchulee8 @amjames @chauhang @aakhun... | true |
2,892,323,411 | [mm_logs][ez] dump tuned mm info at lowering stage | YUNQIUGUO | closed | [
"fb-exported",
"Merged",
"ciflow/trunk",
"topic: not user facing",
"module: inductor",
"ciflow/inductor"
] | 12 | CONTRIBUTOR | Summary:
As title. it would be beneficial for judging e2e perf improvement
Easy first step to dump mm info at lowering stage.
e.g.
```
fbsource/fbcode/caffe2/torch/_inductor/kernel/mm.py:525] [0/0] Tuned aten.addmm: m=16, n=6, k=16, layout=FixedLayout('cuda:0', torch.float32, size=[16, 6], stride=[6, 1])
```
Next ... | true |
2,892,297,942 | Fix condition for `CONVERT_NON_VECTORIZED_INIT` invocation | malfet | closed | [
"module: cpu",
"Merged",
"ciflow/trunk",
"release notes: build",
"topic: bug fixes",
"topic: build"
] | 3 | CONTRIBUTOR | Stack from [ghstack](https://github.com/ezyang/ghstack) (oldest at bottom):
* __->__ #148362
* #148354
Yet another regression caused by https://github.com/pytorch/pytorch/pull/146596 that breaks builds if PyTorch is compiled for Android or using NVIDIA GraceHopper systems
Not sure why author was trying to change the ... | true |
2,892,258,499 | Add new hf storage class to torch.distributed package | ankitageorge | closed | [
"oncall: distributed",
"fb-exported",
"Merged",
"ciflow/trunk",
"topic: not user facing",
"release notes: distributed (checkpoint)",
"oncall: distributed checkpointing"
] | 7 | CONTRIBUTOR | Summary:
title - Add new hf storage class to torch.distributed package so that it can be imported by customers.
The HF storage reader/writer was added as DCP storage components so that DCP load and save can directly interact with hugging face format and storage.
Test Plan: ensure signals pass
Differential Revi... | true |
2,892,255,704 | Enabling xpu in OffsetBasedRNGTracker . | githubsgi | closed | [
"oncall: distributed",
"triaged",
"open source",
"Merged",
"ciflow/trunk",
"topic: not user facing",
"release notes: xpu"
] | 24 | CONTRIBUTOR | Else torch.distributed breaks on xpu devices.
Fixes #ISSUE_NUMBER
cc @H-Huang @awgu @kwen2501 @wanchaol @fegin @fduwjj @wz337 @wconstab @d4l3k @c-p-i-o | true |
2,892,215,693 | [AOTI][dashboard] Skip torchbench models not supported by export | desertfire | 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):
* __->__ #148359
Summary: Certain models fail in export because of data-dependent ops. Skip them so that oncall can better track the AOTInductor dashboard.
cc @voznesenskym @penguinwu @EikanWang @jgong5 @Guobing-Chen @XiaobingSuper @zhuh... | true |
2,892,215,167 | [inductor] Improve type annotations in _inductor/ir.py | rec | closed | [
"module: rocm",
"module: typing",
"open source",
"better-engineering",
"topic: not user facing",
"module: inductor",
"ciflow/inductor",
"release notes: export"
] | 1 | COLLABORATOR | Stack from [ghstack](https://github.com/ezyang/ghstack) (oldest at bottom):
* __->__ #148358
31 files changed was a lot more than I expected! 😲
My procedure was simple: I removed all the `# type: ignore` comments from `_inductor/ir.py` and then did the least possible I could do fix all the remaining type failure... | true |
2,892,201,200 | test index_put | XilunWu | open | [
"oncall: distributed",
"Stale",
"ciflow/inductor"
] | 3 | CONTRIBUTOR | Stack from [ghstack](https://github.com/ezyang/ghstack) (oldest at bottom):
* __->__ #148357
* #148204
* #148125
cc @H-Huang @awgu @kwen2501 @wanchaol @fegin @fduwjj @wz337 @wconstab @d4l3k @c-p-i-o | true |
2,892,147,210 | Inductor layout constraints for custom operators changed from 2.5->2.6, breaking BC | zou3519 | closed | [
"module: custom-operators",
"oncall: pt2",
"module: pt2-dispatcher"
] | 0 | CONTRIBUTOR | Repro: the following code behaves differently between PyTorch 2.5 and PyTorch 2.6. It errors in PyTorch 2.6 but succeeds in PyTorch 2.5
```py
import torch
with torch.library._scoped_library("mylib", "DEF") as lib:
lib.define(
"copy_(Tensor(a!) dst, Tensor src) -> ()",
# tags=torch.Tag.needs_fixed_s... | true |
2,892,134,405 | [ROCm][CI] Add support for gfx1100 in rocm workflow + test skips | amdfaa | open | [
"module: rocm",
"open source",
"topic: not user facing",
"module: inductor",
"keep-going"
] | 8 | CONTRIBUTOR | This PR adds infrastructure support for gfx1100 in the rocm workflow. Nodes have been allocated for this effort.
@dnikolaev-amd contributed all the test skips.
cc @jeffdaily @sunway513 @jithunnair-amd @pruthvistony @ROCmSupport @dllehr-amd @jataylo @hongxiayang @naromero77amd @voznesenskym @penguinwu @EikanWang @jg... | true |
2,892,124,222 | [BE] Use `C10_DIAGNOSTIC_PUSH_AND_IGNORED_IF_DEFINED` | malfet | closed | [
"module: cpu",
"Merged",
"release notes: build",
"topic: bug fixes",
"topic: build"
] | 4 | CONTRIBUTOR | Stack from [ghstack](https://github.com/ezyang/ghstack) (oldest at bottom):
* #148362
* __->__ #148354
Instead of `#pragma GCC diagnostic ignored "-Wignored-qualifiers"`
Also limit the scope to just `Vectorized::map` that has to be declared that way due to sleef function signature definitions that return `const __m256... | true |
2,892,097,887 | `torch.nn.functional` inconsistent documentation | olipinski | closed | [
"module: docs",
"module: nn",
"module: loss",
"triaged"
] | 1 | CONTRIBUTOR | ### 📚 The doc issue
Functional versions of losses have inconsistent documentation, for example `torch.nn.functional.huber_loss` is well documented, including all parameters, where as `torch.nn.functional.l1_loss` has almost no documentation and is missing the `weight` parameter in the documentation, which is present ... | true |
2,892,048,635 | Use release notes label for module: distributed_checkpoint | janeyx99 | closed | [
"Merged",
"ciflow/trunk",
"topic: not user facing"
] | 6 | CONTRIBUTOR | module: distributed_checkpoint is redundant with oncall: distributed checkpointing.
@fduwjj let us know that module: distributed_checkpoint is just used for release notes, so let's use the release notes label for the release notes, which the bot will pick up better. | true |
2,892,010,317 | [test] cutlass | clee2000 | closed | [
"topic: not user facing",
"ciflow/periodic"
] | 2 | CONTRIBUTOR | Fixes #ISSUE_NUMBER
| true |
2,891,987,924 | [MPS] unary kernels - avoid copying tensors if they have same stride | Isalia20 | closed | [
"triaged",
"open source",
"Merged",
"ciflow/trunk",
"topic: performance",
"module: mps",
"release notes: mps",
"ciflow/mps"
] | 10 | COLLABORATOR | I was a bit concerned when I saw in #148272 that metal unary kernel was 0.02x of the performance of what we had with MPS Graphs for sqrt(for non contiguous) tensors. This change makes it so that copying is only done if we don't have same strided tensors(for input/output). So if out tensor is not provided then we don't ... | true |
2,891,976,005 | torch._check(x > 0) should do something sane when x is a Tensor | zou3519 | open | [
"triaged",
"oncall: pt2",
"module: dynamo"
] | 0 | CONTRIBUTOR | ```py
def f(x):
torch._check(x > 0)
return torch.log(x)
torch.compile(f)(torch.rand(1))
```
gives
```
TorchRuntimeError: Failed running call_function <function _check at 0x7f7cf0322fc0>(*(FakeTensor(..., size=(1,), dtype=torch.bool),), **{}):
cond must be a bool, but got <class 'torch._subclasses.fake_tensor.... | true |
2,891,968,096 | [ONNX] Assert capture strategy in tests | justinchuby | closed | [
"module: onnx",
"triaged",
"open source",
"Merged",
"ciflow/trunk",
"release notes: onnx",
"topic: not user facing"
] | 12 | COLLABORATOR | Previously the strategy used for obtaining the exported program is not asserted. This leads to silent errors if torch.export breaks something and a fallback strategy is used. This change adds a _capture_strategy field to ONNXProgram and enables unit tests to assert the strategy used to prevent fallbacks from happening.... | true |
2,891,933,946 | [cutlass backend] Benchmark compared to aten and triton | henrylhtsang | closed | [
"fb-exported",
"Merged",
"ciflow/trunk",
"topic: not user facing"
] | 7 | CONTRIBUTOR | Benchmark for cutlass backend.
```
python benchmarks/inductor_backends/cutlass.py
```
Test Plan:
```
Experiment group: mm (1024x1024, 1024x1024) torch.float16
+-----------------------+--------------------+----------------------+---------------------+
| name | forward_time (us) | compilati... | true |
2,891,922,814 | Symmetrization of Cholesky backward gradient | ayghri | closed | [
"oncall: distributed",
"module: cpu",
"triaged",
"module: mkldnn",
"open source",
"module: amp (automated mixed precision)",
"release notes: quantization",
"release notes: releng",
"module: inductor",
"module: dynamo",
"release notes: distributed (checkpoint)"
] | 3 | NONE | Fixes #137284
The previous "symmetrization" of the backward sensitivities assumed real matrices, this PR uses a more general formulation to account for complex matrices.
The previous approach, that assumes real matrices, uses:
$$S+ S^\top -diag(S)$$
this doesn't account for complex S, which might yield complex di... | true |
2,891,901,630 | Installation of `pytorch==2.6.0+cu124` doesn't install `triton` and `nvidia` libraries | rithwik-db | open | [
"module: binaries",
"triaged",
"needs design"
] | 2 | NONE | ### 🐛 Describe the bug
On ubuntu 22.04, if we run the following command:
```
pip3.11 install --no-cache-dir --find-links https://download.pytorch.org/whl/torch/ torch==2.6.0+cu124
```
This installs PyTorch from:
```
https://download.pytorch.org/whl/cu124_full/torch-2.6.0%2Bcu124-cp311-cp311-linux_x86_64.whl.metadata
... | true |
2,891,884,187 | [RFC][PGNCCL] Add Float8 support | kwen2501 | closed | [
"oncall: distributed",
"triaged",
"module: c10d"
] | 0 | CONTRIBUTOR | ### 🚀 The feature, motivation and pitch
NCCL added float8 support in 2.24. We can thus enable the same in ProcessGroupNCCL, removing the following restriction:
https://github.com/pytorch/pytorch/blob/57addfcd580e8fae70ebb8ac0364b272af65ac8e/torch/csrc/distributed/c10d/ProcessGroupNCCL.cpp#L4065-L4067
### Alternative... | true |
2,891,792,783 | Update CURL url for manywheel images | AlekseiNikiforovIBM | closed | [
"triaged",
"open source",
"Merged",
"ciflow/binaries",
"ciflow/trunk",
"topic: not user facing"
] | 12 | COLLABORATOR | It looks like it was moved on the site it was downloaded from.
Switch to official site while updating URL. | true |
2,891,775,202 | [CI] [anaconda] CI Perf Tests | atalman | closed | [
"module: ci",
"triaged",
"better-engineering"
] | 1 | CONTRIBUTOR | ### 🐛 Describe the bug
Related to https://github.com/pytorch/pytorch/issues/138506
CI Perf Tests:
.ci/pytorch/perf_test/test_cpu_speed_mnist.sh
.ci/pytorch/perf_test/test_gpu_speed_mnist.sh
We would like to remove Anaconda install dependency
### Versions
2.7.0 nightly
cc @seemethere @malfet @pytorch/pytorch-dev... | true |
2,891,760,822 | [CI] [anaconda] Review Devcontainer anaconda usage | atalman | closed | [
"module: ci",
"triaged",
"better-engineering"
] | 1 | CONTRIBUTOR | ### 🐛 Describe the bug
Related to https://github.com/pytorch/pytorch/issues/138506
Review anaconda usage in Devcontainer - legacy software :
.devcontainer/Dockerfile
.devcontainer/scripts/install-dev-tools.sh
DevContainer is not used in PyTorch CI/CD system, hence either remove the usage of anaconda or provide som... | true |
2,891,709,218 | [CI] [anaconda] CI Build and Test scripts MacOS | atalman | open | [
"module: ci",
"triaged",
"better-engineering"
] | 0 | CONTRIBUTOR | ### 🐛 Describe the bug
Related to https://github.com/pytorch/pytorch/issues/138506
CI Build and Test scripts to replace:
.ci/pytorch/macos-test.sh - used for torchbench
astunparse numpy scipy ninja pyyaml setuptools cmake typing-extensions requests protobuf numba cython scikit-learn librosa
.ci/pytorch/run_tests.sh
... | true |
2,891,687,851 | [Docs] [anaconda] Review and update | atalman | open | [
"triaged",
"better-engineering",
"topic: docs"
] | 0 | CONTRIBUTOR | ### 🐛 Describe the bug
Related to https://github.com/pytorch/pytorch/issues/138506
Review Anaconda in documentation:
.github/requirements/README.md
CONTRIBUTING.md
README.md
benchmarks/README.md
docs/cpp/source/installing.rst
docs/source/conf.py
docs/source/notes/windows.rst
functorch/dim/README.md
### Versions
... | true |
2,891,670,449 | [CI] [anaconda] CI Build and Test scripts Windows | atalman | open | [
"module: ci",
"triaged",
"better-engineering"
] | 1 | CONTRIBUTOR | Related to https://github.com/pytorch/pytorch/issues/138506
CI Build and Test scripts to replace:
.ci/pytorch/win-test-helpers/setup_pytorch_env.bat
.ci/pytorch/win-test-helpers/build_pytorch.bat
Github Actions :
.github/actions/setup-win/action.yml
We would like to remove Anaconda install dependency
### Version... | true |
2,891,666,962 | [ONNX] aten_unfold needs to support symint | justinchuby | closed | [
"module: onnx",
"triaged"
] | 2 | COLLABORATOR | See https://github.com/pytorch/pytorch/issues/113067#issuecomment-2693015882 for error. | true |
2,891,663,174 | [CI] [anaconda] CI Build and Test scripts Linux | atalman | open | [
"module: ci",
"triaged",
"better-engineering"
] | 2 | CONTRIBUTOR | Related to https://github.com/pytorch/pytorch/issues/138506
CI Build and Test scripts to replace:
.ci/pytorch/build.sh
.ci/pytorch/test.sh
.ci/pytorch/run_tests.sh
future hypothesis numpy protobuf pytest setuptools six typing_extensions pyyaml
We would like to remove Anaconda install dependency
### Versions
2.7.0 ... | true |
2,891,644,498 | [CI] [anaconda] Docker files have conda environment installed | atalman | open | [
"module: ci",
"triaged"
] | 0 | CONTRIBUTOR | Related to https://github.com/pytorch/pytorch/issues/138506
All CI Docker files have conda environment installed by default:
.ci/docker/build.sh#L97
.ci/docker/common/install_conda.sh
.ci/docker/common/install* scripts
We would like to remove Anaconda install dependency
### Versions
2.7.0 nightly
cc @seemethere @... | true |
2,891,619,276 | [FSDP2] Issues with model not running on all ranks - Grads not matching fairscale implementation | JosselinSomervilleRoberts | open | [
"oncall: distributed",
"triaged",
"module: fsdp"
] | 8 | NONE | ### 🐛 Describe the bug
Hi, I am running into some issues because I have a model that does not have to run on all ranks.
Here is a minimal example:
```python
model = CombinedModel()
model = fully_shard(model)
for (x0, x1), y in dataloader:
if x1 is not None:
x0 += model.encoder(x1)
y_pred = model(x0)
... | true |
2,891,618,918 | [export][torchbench] moco fails | desertfire | closed | [
"triaged",
"oncall: pt2",
"oncall: export"
] | 3 | CONTRIBUTOR | Repro:
```
python benchmarks/dynamo/torchbench.py --accuracy --inference --bfloat16 --export --disable-cudagraphs --device cuda --only moco
```
Error:
```
Traceback (most recent call last):
File "/data/users/binbao/pytorch/torch/export/dynamic_shapes.py", line 509, in _tree_map_with_path
return tree_map_with_pat... | true |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.