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Issues: pytorch/ao

[RFC] torchao Contributor Guide
#391 opened Jun 18, 2024 by jerryzh168
Open 16
float8 upcoming feature tracker
#556 opened Jul 30, 2024 by vkuzo
Open
Multibackend tracker
#1082 opened Oct 15, 2024 by msaroufim
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195 Open 154 Closed
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Issues list

Implement a custom operator whose return value is two tensors
#1535 opened Jan 10, 2025 by lswzjuer
[Installation] Warn if submodule wasn't checked out enhancement New feature or request
#1534 opened Jan 10, 2025 by cpuhrsch
1
[Proposal] Add targeting to CI tests ci topic: improvement Use this tag if this PR is an improvement (doesn't fit into any of the other categories) triaged
#1524 opened Jan 8, 2025 by danielvegamyhre
3
Float8Linear autocast's torch.get_autocast_gpu_dtype() is deprecated triaged
#1522 opened Jan 7, 2025 by apaz-cli
1
torch.export.export_for_inference not available in current stable PyTorch triaged
#1514 opened Jan 7, 2025 by dongxiaolong
4
BUG: FSDP2 + stochastic rounding optimizers don't work
#1505 opened Jan 6, 2025 by cassanof
6
Bug: MXLinear backward pass implementation mx
#1501 opened Jan 6, 2025 by balancap
1
Not Seeing much memory savings with Fp8 optimizer suddenly optimizer reproduction needed
#1499 opened Jan 6, 2025 by asahni04
9
How can I use Torchao effectively with Naslib's pytorch models
#1467 opened Dec 31, 2024 by anissbslh
1
Does torchao supoort VLM quantization and dequantization？
#1464 opened Dec 30, 2024 by yangd85
5
The internal torchao tensor subclasses cause errors with torch.compile bug Something isn't working
#1463 opened Dec 28, 2024 by JohnnyRacer
5
fuse ConvTranspose2d+BatchNorm2d+ReLU enhancement New feature or request
#1462 opened Dec 28, 2024 by yokosyun
1
Linear Model not saved time using to_sparse_semi_structured triaged
#1460 opened Dec 26, 2024 by phyllispeng123
@jcaip
2
torchao/experimental/ CMAKE_SYSTEM_PROCESSOR checks need to accept aarch64 build triaged
#1457 opened Dec 22, 2024 by swolchok
@swolchok
QOL: easy way to run lint locally that matches the behavior in CI
#1448 opened Dec 19, 2024 by vkuzo
8
Segmentation Fault Running Int8 Quantized Model on GPU question Further information is requested triaged
#1437 opened Dec 18, 2024 by wendywangwwt
3
QLoRA Worse Memory When linear_nf4 Used on Output performance
#1433 opened Dec 18, 2024 by pbontrager
2
Torchtune QAT + compile raises error
#1427 opened Dec 17, 2024 by felipemello1
@andrewor14
3
2:4 Sparse training sparsity
#1425 opened Dec 17, 2024 by phyllispeng123
@jcaip
4
Comparison of Quantization Error for Each Linear Operator ?
#1424 opened Dec 17, 2024 by Lenan22
1
Not saved time using WeightNormSparsifier sparsity
#1420 opened Dec 16, 2024 by phyllispeng123
@jcaip
2
FLoat8 Autocast Issue float8
#1418 opened Dec 16, 2024 by asahni04
1
Does Torch.ao Support FullyShardedDataParallel?
#1413 opened Dec 13, 2024 by Lenan22
4
[Feature Request] W4A4 Quantization Support in torchao topic: new feature Use this tag if this PR adds a new feature topic: performance Use this tag if this PR improves the performance of a feature
#1406 opened Dec 12, 2024 by xxw11
1
5
Does Torch Support NPU Architectures like Ascend MDC910B and Multi-GPU Quantization for Large Models? multibackend
#1405 opened Dec 12, 2024 by Lenan22
4
ProTip! Exclude everything labeled bug with -label:bug.