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[RFC] PyTorch Sharder for distributed training

#72138 opened Feb 1, 2022 by fduwjj

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My_rank in the implementation of torch.distributed.scatter_object_list should be global oncall: distributed

Add this issue/PR to distributed oncall triage queue

#74602 opened Mar 23, 2022 by kurisusnowdeng

DISABLED test_multiple_dataloaders (__main__.TestDataLoader) module: dataloader

Related to torch.utils.data.DataLoader and Sampler

module: flaky-tests

Problem is a flaky test in CI

skipped

Denotes a (flaky) test currently skipped in CI.

#74598 opened Mar 23, 2022 by pytorch-bot bot

torch.nn.ConvTranspose2d's example in docstring is invalid

#74593 opened Mar 23, 2022 by jiyoonlim123

[CTA] Let's Stamp Out Flaky Tests! module: autograd

Related to torch.autograd, and the autograd engine in general

module: cuda

Related to torch.cuda, and CUDA support in general

module: data parallel module: dataloader

Related to torch.utils.data.DataLoader and Sampler

module: hub module: linear algebra

Issues related to specialized linear algebra operations in PyTorch; includes matrix multiply matmul

module: mta

Issues related to multi-tensor apply kernels and foreach functions

module: multiprocessing

Related to torch.multiprocessing

module: nn

Related to torch.nn

module: onnx

Related to torch.onnx

module: optimizer

Related to torch.optim

module: rocm

AMD GPU support for Pytorch

module: rpc

Related to RPC, distributed autograd, RRef, and distributed optimizer

module: sparse

Related to torch.sparse

module: tests

Issues related to tests (not the torch.testing module)

oncall: distributed

Add this issue/PR to distributed oncall triage queue

oncall: jit

Add this issue/PR to JIT oncall triage queue

oncall: profiler

profiler-related issues (cpu, gpu, kineto)

oncall: quantization

Quantization support in PyTorch

oncall: r2p

Add this issue/PR to R2P (elastic) oncall triage queue

#74590 opened Mar 22, 2022 by janeyx99

Test test_ops_jit is taking too much time on ASAN oncall: jit

Add this issue/PR to JIT oncall triage queue

#74589 opened Mar 22, 2022 by atalman

[FSDP] using CPUOffload creates 3-10x slowdown due to slow cpu optimizer step/update oncall: distributed

Add this issue/PR to distributed oncall triage queue

#74588 opened Mar 22, 2022 by lessw2020

[pkg] Automatically extern C++ dependencies

#74571 opened Mar 22, 2022 by PaliC

Incorrect result: hf_Longformer triaged

This issue has been looked at a team member, and triaged and prioritized into an appropriate module

#74566 opened Mar 22, 2022 by desertfire

Incorrect result: maml module:lazy triaged

This issue has been looked at a team member, and triaged and prioritized into an appropriate module

#74565 opened Mar 22, 2022 by desertfire

Cache and save the InterpreterState in nvfuser fallback

#74559 opened Mar 22, 2022 by davidberard98

[Reliability Improvement] Record the step # in the optimizer state of PostLocalSGDOptimizer oncall: distributed

Add this issue/PR to distributed oncall triage queue

#74556 opened Mar 22, 2022 by wayi1

Specifying left-right-padding as tuple for asymmetric padding

#74554 opened Mar 22, 2022 by jgerlach93

DISABLED test_shuffle_batch_workers (__main__.TestDataLoader) module: dataloader

Related to torch.utils.data.DataLoader and Sampler

module: flaky-tests

Problem is a flaky test in CI

skipped

Denotes a (flaky) test currently skipped in CI.

#74548 opened Mar 22, 2022 by pytorch-bot bot

importing open3d before pytorch causes matmul to produce a segfault

#74547 opened Mar 22, 2022 by xingruiy

Many inplace operators are not being tested for variant consistency (test_variant_consistency_eager)

#74544 opened Mar 22, 2022 by ezyang

RuntimeError: Preprocessing function for backend coreml is not registered.

#74541 opened Mar 22, 2022 by arccos2002

No factory functions for strided quantized tensors

#74540 opened Mar 22, 2022 by ezyang

Making PyTorch more pythonic: the PyTorch functions should be inspectable.

#74539 opened Mar 22, 2022 by abdulmuneer

Quantizer::equalTo missing const qualifier

#74538 opened Mar 22, 2022 by ezyang

ComplexHalf Coverage Tracker module: complex

Related to complex number support in PyTorch

module: half

Related to float16 half-precision floats

#74537 opened Mar 22, 2022 by kshitij12345 100+

Different pytorch version consume a different amount of VRAM

#74536 opened Mar 22, 2022 by Wang-Tianyu

torchscript model got different results from first and subsequent inferences oncall: jit

Add this issue/PR to JIT oncall triage queue

#74534 opened Mar 22, 2022 by wangyunxiaa

Feature Request: torch.testing.make_scalar (make_tensor for scalars) feature

A request for a proper, new feature.

module: testing

Issues related to the torch.testing module (not tests)

triaged

This issue has been looked at a team member, and triaged and prioritized into an appropriate module

#74531 opened Mar 22, 2022 by mruberry

Supports for dist.send/dist.recv sending and recving torch.shorttensor

#74528 opened Mar 22, 2022 by timmywanttolearn

RuntimeError: CUDA out of memory. Tried to allocate 20.00 MiB with 8 Ampere GPU's .

#74522 opened Mar 22, 2022 by pratikchhapolika

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