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Pull requests: pytorch/ao

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Pull requests list

Relax test_bf16_stochastic_round tolerance ciflow/xpu label used to trigger xpu CI jobs CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed. xpu Intel XPU related features
#4576 opened Jul 16, 2026 by karol-brejna-i • Draft
2
Consolidate tensor subclass boilerplate using flatten/unflatten (fixes #710) CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed.
#4575 opened Jul 15, 2026 by GiGiKoneti Contributor Loading…
1
Fix AOBaseConfig docstring structure
#4574 opened Jul 15, 2026 by cupkk Loading…
5
fix(int4/tile_packed): validate block_size against scale_and_zero to prevent OOB read CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed.
#4573 opened Jul 14, 2026 by Anai-Guo Contributor Loading…
1
4
Fix CUTLASS DSL 4.6 helper import
#4570 opened Jul 13, 2026 by jxmorris12 Loading…
4
Add pass to writeback buffer mutations after QDQ CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed.
#4569 opened Jul 13, 2026 by tom-arm Contributor Loading…
1
[mxfp8] use explicit RCEIL scaling in on-device all-to-all-v
#4568 opened Jul 13, 2026 by wolfcomos Loading…
2
[qat] Add QAT support for Int8DynamicActivationInt8WeightConfig and Int8WeightOnlyConfig CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed.
#4567 opened Jul 12, 2026 by JPL11 Loading…
2
docs/types(pt2e): annotate and document DuplicateDQPass (#4541) CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed.
#4565 opened Jul 11, 2026 by Anai-Guo Contributor Loading…
1
Revert "Revert "pt2e: preserve mutable buffer inputs during prepare"" ci-no-td CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed. module: pt2e_quant pt2 export quantization (prepare_pt2e, convert_pt2e, quantizer)
#4564 opened Jul 10, 2026 by tom-arm Contributor Loading…
2
Fix Int8WeightOnlyConfig crash when in_features=1 CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed.
#4563 opened Jul 9, 2026 by egeozkoc Loading…
5 tasks done
1
4
cpu: make ukernel registration idempotent CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed.
#4562 opened Jul 7, 2026 by nascheme Contributor Loading…
3
Implement cat, transpose, mm and addmm ops in Int8Tensor CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed.
#4560 opened Jul 7, 2026 by draghan • Draft
9
Make FP8 blockwise MoE DeepGEMM compile clean CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed. module: training quantize_ api training flow
#4559 opened Jul 6, 2026 by iamzainhuda Contributor Loading…
4
kernel: synchronize autotuner cache updates CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed.
#4554 opened Jul 3, 2026 by nascheme Contributor Loading…
3
kernel: avoid partial Triton lazy initialization CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed.
#4553 opened Jul 3, 2026 by nascheme Contributor Loading…
3
Reuse direct grouped FP8 quantizers for blockwise MoE and simplify DeepGEMM path CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed. module: training quantize_ api training flow
#4551 opened Jul 2, 2026 by iamzainhuda Contributor Loading…
21
HQQ general CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed.
#4550 opened Jul 2, 2026 by metascroy Contributor • Draft
1
[xpu] Route per-block FP8 GEMM through torch._scaled_mm on XPU ciflow/xpu label used to trigger xpu CI jobs CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed. module: inference quantize_ api inference flow
#4548 opened Jul 2, 2026 by hoshibara Loading…
4
Add MoE blockwise FP8 DTensor and compile coverage CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed. module: training quantize_ api training flow
#4545 opened Jun 29, 2026 by iamzainhuda Contributor Loading…
11
fix(_is_mslk_available): guard against missing CUDA/ROCm runtime ciflow/rocm CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed. module: rocm
#4544 opened Jun 29, 2026 by space192 Loading…
2
Fix constant_fold cleanup for shared get_attr targets CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed.
#4542 opened Jun 28, 2026 by yinli-systems • Draft
1
1
Preserve nested control-flow subgraphs during pt2e convert CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed.
#4540 opened Jun 27, 2026 by atharvjairath Loading…
1
3
Add scale and zero-point dimension validation to quantization primitives CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed.
#4539 opened Jun 27, 2026 by GiGiKoneti Contributor Loading…
1
1
[test] Refactor test_quant_api.py to use ToyLinearModel from torchao.… CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed.
#4536 opened Jun 25, 2026 by willkn Loading…
1
ProTip! Exclude everything labeled bug with -label:bug.