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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

An error was encountered setting torch._dynamo.decorators.mark_unbacked
#1790 opened Feb 27, 2025 by songh11
torch.compile cast to mxfp8 across dim0 and dim1 should be performant
#1788 opened Feb 26, 2025 by vkuzo
1
error in using torchao and torch compile on rtx 4090 autoquant performance
#1775 opened Feb 25, 2025 by zhangvia
@jerryzh168
2
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
#1766 opened Feb 23, 2025 by alexsamardzic
1
5
[QST] Tensor subclass serialization question Further information is requested
#1764 opened Feb 23, 2025 by jeromeku
1
What prebuilt wheels AO ships and why multibackend
#1747 opened Feb 20, 2025 by drisspg
5
[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
2:4 Sparse GEMM API sparsity triaged
#1728 opened Feb 18, 2025 by tsengalb99
@jcaip
3
Problems loading int4 quantized linear in torchchat
#1727 opened Feb 18, 2025 by jerryzh168
@jerryzh168
[Question] Static Quantization for Open-Source LLMs quantize question Further information is requested
#1724 opened Feb 18, 2025 by yang-ahuan
@jerryzh168 @HDCharles
4
tracking removal of the set_inductor_config argument from quantize_
#1715 opened Feb 14, 2025 by vkuzo
@vkuzo
Model size after quantization quantize question Further information is requested
#1701 opened Feb 11, 2025 by TaylorYangX
3
[DOC] Questions on Integrating a New CPU Operator into TorchAO？ cpu question Further information is requested
#1699 opened Feb 11, 2025 by Zijie-Tian
1
[Fp8 Training Feature Request] Smooth SwiGlu and Configurable AdamWFp8
#1691 opened Feb 10, 2025 by vasqu
5
migration of quantize_ workflow configuration from callables to configs
#1690 opened Feb 10, 2025 by vkuzo
@vkuzo
Performance comparison NF4Tensor vs. BNB Params4bit performance
#1686 opened Feb 10, 2025 by psinger
9
FlexAttention?
#1685 opened Feb 10, 2025 by johnnynunez
8
deprecation of delayed and static scaling from torchao.float8
#1680 opened Feb 6, 2025 by vkuzo
@vkuzo
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