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Issues: pytorch/pytorch

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#125425 opened May 2, 2024 by atalman
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Issues list

GPU acceleration for Apple's M1 chip? module: performance Issues related to performance, either of kernel code or framework glue triaged This issue has been looked at a team member, and triaged and prioritized into an appropriate module
#47702 opened Nov 10, 2020 by chris-dare
183 👍 843
General MPS op coverage tracking issue feature A request for a proper, new feature. module: mps Related to Apple Metal Performance Shaders framework triaged This issue has been looked at a team member, and triaged and prioritized into an appropriate module
#77764 opened May 18, 2022 by albanD
70 of 99 tasks
2
1257 👍 377
[Feature Request] Implement "same" padding for convolution operations? enhancement Not as big of a feature, but technically not a bug. Should be easy to fix high priority module: convolution Problems related to convolutions (THNN, THCUNN, CuDNN) module: nn Related to torch.nn needs design triaged This issue has been looked at a team member, and triaged and prioritized into an appropriate module
#3867 opened Nov 25, 2017 by qbx2
@peterbell10
85 👍 158
ARM Mac 16-core Neural Engine feature A request for a proper, new feature. triaged This issue has been looked at a team member, and triaged and prioritized into an appropriate module
#47688 opened Nov 10, 2020 by fire
18 👍 131
Pip packaging and publishing improvements in pytorch wheels for better integration with poetry module: binaries Anything related to official binaries that we release to users triaged This issue has been looked at a team member, and triaged and prioritized into an appropriate module
#76557 opened Apr 28, 2022 by suneeta-mall
16 👍 119
DataLoader num_workers > 0 causes CPU memory from parent process to be replicated in all worker processes high priority module: dataloader Related to torch.utils.data.DataLoader and Sampler module: dependency bug Problem is not caused by us, but caused by an upstream library we use module: memory usage PyTorch is using more memory than it should, or it is leaking memory module: molly-guard Features which help prevent users from committing common mistakes module: multiprocessing Related to torch.multiprocessing triaged This issue has been looked at a team member, and triaged and prioritized into an appropriate module
#13246 opened Oct 29, 2018 by bfreskura
141 👍 112
Implement similar PyTorch function as model.summary() in keras? feature A request for a proper, new feature. function request A request for a new function or the addition of new arguments/modes to an existing function. module: nn Related to torch.nn triaged This issue has been looked at a team member, and triaged and prioritized into an appropriate module
#2001 opened Jul 7, 2017 by iabhi7
22 👍 104
CPU version of PyTorch on PyPI feature A request for a proper, new feature. module: build Build system issues module: cpu CPU specific problem (e.g., perf, algorithm) oncall: releng In support of CI and Release Engineering triaged This issue has been looked at a team member, and triaged and prioritized into an appropriate module
#26340 opened Sep 17, 2019 by severinsimmler
58 👍 81
[Feature Request] Calculating FLOPs for computational graph operations feature A request for a proper, new feature. high priority module: performance Issues related to performance, either of kernel code or framework glue quansight-nack High-prio issues that have been reviewed by Quansight and are judged to be not actionable. triaged This issue has been looked at a team member, and triaged and prioritized into an appropriate module
#5013 opened Feb 2, 2018 by MG2033
25 👍 68
Implement numpy.random.choice equivalent feature A request for a proper, new feature. high priority module: bootcamp We plan to do a full writeup on the issue, and then get someone to do it for onboarding module: numpy Related to numpy support, and also numpy compatibility of our operators triaged This issue has been looked at a team member, and triaged and prioritized into an appropriate module
#16897 opened Feb 8, 2019 by LeviViana
29 👍 60
Suggest: DataLoader add device parameter enhancement Not as big of a feature, but technically not a bug. Should be easy to fix module: dataloader Related to torch.utils.data.DataLoader and Sampler todo Not as important as medium or high priority tasks, but we will work on these. triaged This issue has been looked at a team member, and triaged and prioritized into an appropriate module
#11372 opened Sep 7, 2018 by 0x1orz
8 👍 57
RFC: torch.vmap module: vmap triaged This issue has been looked at a team member, and triaged and prioritized into an appropriate module
#42368 opened Jul 31, 2020 by zou3519
@zou3519
42 👍 55
[Proposal] Data reading framework for PyTorch (Hive, MySQL, S3 etc.) feature A request for a proper, new feature. module: dataloader Related to torch.utils.data.DataLoader and Sampler needs research We need to decide whether or not this merits inclusion, based on research world triaged This issue has been looked at a team member, and triaged and prioritized into an appropriate module
#20822 opened May 22, 2019 by pritamdamania87
@pritamdamania87
46 👍 54
Document torch.acos() behavior near -1 and 1 module: docs Related to our documentation, both in docs/ and docblocks triaged This issue has been looked at a team member, and triaged and prioritized into an appropriate module
#8069 opened Jun 2, 2018 by syinari0123
13 👍 53
Transformer Lack of Embedding Layer and Positional Encodings feature A request for a proper, new feature. high priority module: docs Related to our documentation, both in docs/ and docblocks module: nn Related to torch.nn needs design oncall: transformer/mha Issues related to Transformers and MultiheadAttention triaged This issue has been looked at a team member, and triaged and prioritized into an appropriate module
#24826 opened Aug 18, 2019 by TrentBrick
18 👍 53
Feature request: SSIM/MS-SSIM function request A request for a new function or the addition of new arguments/modes to an existing function. module: vision triaged This issue has been looked at a team member, and triaged and prioritized into an appropriate module
#6934 opened Apr 25, 2018 by alwynmathew
44 👍 52
Cannot re-initialize CUDA in forked subprocess module: cuda Related to torch.cuda, and CUDA support in general module: dataloader Related to torch.utils.data.DataLoader and Sampler oncall: distributed Add this issue/PR to distributed oncall triage queue triaged This issue has been looked at a team member, and triaged and prioritized into an appropriate module
#40403 opened Jun 22, 2020 by goswamig
41 👍 51
OOM with a lot of GPU memory left module: cuda Related to torch.cuda, and CUDA support in general module: memory usage PyTorch is using more memory than it should, or it is leaking memory triaged This issue has been looked at a team member, and triaged and prioritized into an appropriate module
#67680 opened Nov 2, 2021 by jakwisn
36 👍 50
[Feature request] Let DistributedSampler take a Sampler as input feature A request for a proper, new feature. has workaround module: dataloader Related to torch.utils.data.DataLoader and Sampler oncall: distributed Add this issue/PR to distributed oncall triage queue triaged This issue has been looked at a team member, and triaged and prioritized into an appropriate module
#23430 opened Jul 26, 2019 by fmassa
21 👍 50
Additon of levenberg-marquardt optimizer in TORCH.OPTIM enhancement Not as big of a feature, but technically not a bug. Should be easy to fix module: optimizer Related to torch.optim triaged This issue has been looked at a team member, and triaged and prioritized into an appropriate module
#51407 opened Jan 30, 2021 by bhanudaysharma
👍 48
Enable AMP for MPS devices feature A request for a proper, new feature. module: amp (automated mixed precision) autocast module: mps Related to Apple Metal Performance Shaders framework triaged This issue has been looked at a team member, and triaged and prioritized into an appropriate module
#88415 opened Nov 3, 2022 by justusschock
2
20 👍 47
PyPy support feature A request for a proper, new feature. module: binaries Anything related to official binaries that we release to users triaged This issue has been looked at a team member, and triaged and prioritized into an appropriate module
#17835 opened Mar 9, 2019 by lopuhin
20 👍 46
[FYI] NestedTensor Project Progress feature A request for a proper, new feature. module: nestedtensor NestedTensor tag see issue #25032 triaged This issue has been looked at a team member, and triaged and prioritized into an appropriate module
#25032 opened Aug 22, 2019 by cpuhrsch
2 of 5 tasks
16 👍 46
[RFC] Add tar-based IterableDataset implementation to PyTorch feature A request for a proper, new feature. module: dataloader Related to torch.utils.data.DataLoader and Sampler triaged This issue has been looked at a team member, and triaged and prioritized into an appropriate module
#38419 opened May 13, 2020 by tmbdev
@VitalyFedyunin
31 👍 41
Reverse Cumulative Sum function request A request for a new function or the addition of new arguments/modes to an existing function. triaged This issue has been looked at a team member, and triaged and prioritized into an appropriate module
#33520 opened Feb 19, 2020 by lematt1991
6 👍 40
ProTip! Adding no:label will show everything without a label.