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Pull requests: pytorch/ao
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Fixes structured binding not yet supported in openmp
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#3096
opened Sep 29, 2025 by
DrJessop
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[wip] make nvfp4 scale shape match qdata
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#3094
opened Sep 29, 2025 by
vkuzo
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mx inference test: fix on B200
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topic: not user facing
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#3093
opened Sep 29, 2025 by
vkuzo
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Static quant support for SmoothQuant
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topic: new feature
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#3089
opened Sep 28, 2025 by
Xia-Weiwen
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Draft
[mxfp8 moe training] fix CUDA IMA and improve bench + test scripts
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moe
mx
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#3088
opened Sep 27, 2025 by
danielvegamyhre
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Remove Float8Linear from quant_api.py
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#3085
opened Sep 27, 2025 by
danielvegamyhre
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Add module fqn regex support for ModuleFqnToConfig
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topic: improvement
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#3084
opened Sep 26, 2025 by
jerryzh168
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Add quantize_ nn.Parameter support
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[CPU] [FP8 SDPA] Enable FP8 SDPA pattern match
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#3076
opened Sep 26, 2025 by
Valentine233
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Draft
[CPU] add Float8OpaqueTensor for dynamic float8 act float8 weight
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topic: new feature
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#3075
opened Sep 26, 2025 by
Xia-Weiwen
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[WIP]Adds _weight_int8pack_mm pass for woq-int8
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topic: performance
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#3061
opened Sep 25, 2025 by
xiaowangintel
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[Intel GPU] Enable optim SR test
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#3055
opened Sep 24, 2025 by
arlesniak
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Improve QAT nvfp4 numerics
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topic: improvement
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#3050
opened Sep 23, 2025 by
andrewor14
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generalize torch compatibility check
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topic: bug fix
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#3042
opened Sep 22, 2025 by
liangel-02
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Add Int8Tensor for clearer interface
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#3038
opened Sep 21, 2025 by
namgyu-youn
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Draft
[wip] enable quantize_ for 3d weights
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[CI]Enable CI for TorchAO on XPU Using Docker
ciflow/xpu
label used to trigger xpu CI jobs
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topic: for developers
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Molly/xpu ci new
ciflow/xpu
label used to trigger xpu CI jobs
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Refactor setup.py for lazy loading and build optimization
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enhancement
New feature or request
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#3024
opened Sep 18, 2025 by
petrex
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Update SmoothQuant to use subtensor instead of external wrapper
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#3012
opened Sep 16, 2025 by
namgyu-youn
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Draft
Build SmoothQuant release pipeline
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#3010
opened Sep 16, 2025 by
namgyu-youn
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Build unit test for AWQ/SmoothQuant wrapper
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#3000
opened Sep 14, 2025 by
namgyu-youn
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Add CSR (Compressed Sparse Row) layout for INT8 AQT weights.
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quantize_
quantize_ API
sparsity
topic: new feature
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#2971
opened Sep 10, 2025 by
choudhary-devang
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Split implements and implements_torch_function
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#2866
opened Aug 24, 2025 by
Krishn1412
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Fix Llama4 example
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topic: improvement
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#2846
opened Aug 22, 2025 by
yiliu30
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