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Issues: pytorch/ao

[RFC] torchao Contributor Guide
#391 opened Jun 18, 2024 by jerryzh168
Open 16
low precision training upcoming feature tracker
#556 opened Jul 30, 2024 by vkuzo
Open 2
Multibackend tracker
#1082 opened Oct 15, 2024 by msaroufim
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Issues list

fp8 quantization with FSDP2 error
#1929 opened Mar 20, 2025 by happynear
2
Does torchao support FP8 Grouped GEMM?
#1928 opened Mar 20, 2025 by zigzagcai
4
Accelerate activation sparsity with activation compression good first issue Good for newcomers
#1920 opened Mar 18, 2025 by jcaip
placeholder for tracking saturated cast logic to float8_e4m3fn
#1912 opened Mar 17, 2025 by vkuzo
@vkuzo
Move Experimental to TorchAO prototype
#1899 opened Mar 14, 2025 by drisspg
11
Can FP8 GEMM be enabled via module hooks instead of module swapping?
#1887 opened Mar 14, 2025 by zigzagcai
7
Torchao opt resuming from ckpt requires weights_only=False optimizer
#1885 opened Mar 13, 2025 by felipemello1
2
TorchAo autoquant + hugging face breaks on Load autoquant
#1819 opened Mar 3, 2025 by drisspg
@jerryzh168
1
Status of prototype features rfc topic: deprecation Use this tag if this PR deprecates a feature tracker
#1807 opened Mar 1, 2025 by msaroufim
6 of 11 tasks
5
What kind of layers are optimized by torchao on a RTX 4090? performance question Further information is requested
#1805 opened Mar 1, 2025 by naiveen
1
New Pytorch Triton breaks custom cast kernel MX mx
#1799 opened Feb 28, 2025 by drisspg
1
An error was encountered setting torch._dynamo.decorators.mark_unbacked quantize question Further information is requested triaged
#1790 opened Feb 27, 2025 by songh11
3
mx cast to mxfp8 across dim0 and dim1 should be performant mx triaged
#1788 opened Feb 26, 2025 by vkuzo
@eellison
2
error in using torchao and torch compile on rtx 4090 autoquant bug Something isn't working performance quantize
#1775 opened Feb 25, 2025 by zhangvia
@jerryzh168
9
torch.compile cast to mxfp8 with blocked scales should be performant
#1773 opened Feb 24, 2025 by vkuzo
MX single node performance tracker
#1768 opened Feb 24, 2025 by vkuzo
@vkuzo
The cpython structures(e.g. Py_buffer) are excluded, compiling failed (e.g.ao/torchao/csrc/cuda/tensor_core_tiled_layout/tensor_core_tiled_layout.cu) build
#1767 opened Feb 24, 2025 by codereba
3
[QST] About NaNs generated during FP16->FP8 quantization high priority triage review
#1766 opened Feb 23, 2025 by alexsamardzic
1
8
[QST] Tensor subclass serialization question Further information is requested
#1764 opened Feb 23, 2025 by jeromeku
@mikaylagawarecki
1
What prebuilt wheels AO ships and why multibackend
#1747 opened Feb 20, 2025 by drisspg
6
[Feature request] Make offset functions part of ukernel configs in torchao/experimental cpu enhancement New feature or request
#1745 opened Feb 20, 2025 by metascroy
[Feature request] create utils file for common functions like roundup in torchao experimental kernels
#1744 opened Feb 20, 2025 by metascroy
[Feature request] Use guard TORCHAO_ENABLE_ARM_DOTPROD in torchao code build enhancement New feature or request
#1743 opened Feb 20, 2025 by metascroy
enable torch.compile tests on mx on Blackwell
#1736 opened Feb 19, 2025 by vkuzo
verify performance and numerics of float8 training with rowwise scaling
#1732 opened Feb 18, 2025 by vkuzo
ProTip! no:milestone will show everything without a milestone.