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Pull requests: pytorch/ao
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Fix Int8WeightOnlyConfig crash when in_features=1
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#4563
opened Jul 9, 2026 by
egeozkoc
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cpu: make ukernel registration idempotent
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#4562
opened Jul 7, 2026 by
nascheme
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cpu: lock ukernel registration tables
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#4561
opened Jul 7, 2026 by
nascheme
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Implement This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed.
cat, transpose, mm and addmm ops in Int8Tensor
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Make FP8 blockwise MoE DeepGEMM compile clean
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module: training
quantize_ api training flow
#4559
opened Jul 6, 2026 by
iamzainhuda
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Add FP8 blockwise grouped MM backend test
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#4558
opened Jul 6, 2026 by
iamzainhuda
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kernel: synchronize autotuner cache updates
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#4554
opened Jul 3, 2026 by
nascheme
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kernel: avoid partial Triton lazy initialization
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#4553
opened Jul 3, 2026 by
nascheme
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optim: cache qmap values as tuples
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#4552
opened Jul 3, 2026 by
nascheme
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Reuse direct grouped FP8 quantizers for blockwise MoE
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module: training
quantize_ api training flow
#4551
opened Jul 2, 2026 by
iamzainhuda
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HQQ general
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[xpu] Route per-block FP8 GEMM through torch._scaled_mm on XPU
ciflow/xpu
label used to trigger xpu CI jobs
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module: inference
quantize_ api inference flow
#4548
opened Jul 2, 2026 by
hoshibara
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Add MoE blockwise FP8 DTensor and compile coverage
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module: training
quantize_ api training flow
#4545
opened Jun 29, 2026 by
iamzainhuda
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fix(_is_mslk_available): guard against missing CUDA/ROCm runtime
ciflow/rocm
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module: rocm
#4544
opened Jun 29, 2026 by
space192
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Fix constant_fold cleanup for shared get_attr targets
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#4542
opened Jun 28, 2026 by
Kevin-Li-2025
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Draft
Preserve nested control-flow subgraphs during pt2e convert
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#4540
opened Jun 27, 2026 by
atharvjairath
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Add scale and zero-point dimension validation to quantization primitives
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#4539
opened Jun 27, 2026 by
GiGiKoneti
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Re-enable building under a free-threaded Python interpreter
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module: core
changes affecting multiple modules, e.g. base config/tensor, observers, quant ops
#4537
opened Jun 26, 2026 by
nascheme
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[test] Refactor test_quant_api.py to use ToyLinearModel from torchao.…
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#4536
opened Jun 25, 2026 by
willkn
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[XPU][CI] Add test/low_bit_optim.py to XPU CI
ciflow/xpu
label used to trigger xpu CI jobs
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xpu
Intel XPU related features
#4535
opened Jun 25, 2026 by
karol-brejna-i
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Draft
[docs] Update static quantization tutorial to use Int8StaticActivationInt8WeightConfi issue fixed #3637
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topic: documentation
Use this tag if this PR adds or improves documentation
#4533
opened Jun 24, 2026 by
Ali-Ch-001
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[xpu][mx][test] Enable multicard tests for xpu
ciflow/xpu
label used to trigger xpu CI jobs
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xpu
Intel XPU related features
[xpu][benchmarks] Enable microbenchmarks for Intel XPU
ciflow/xpu
label used to trigger xpu CI jobs
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module: inference
quantize_ api inference flow
xpu
Intel XPU related features
test: skip int8/bf16 integration tests on pre-Ampere GPUs
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#4528
opened Jun 23, 2026 by
Suchitra-idu
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test: skip semi-structured sparse test on pre-Ampere GPUs
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#4527
opened Jun 23, 2026 by
Suchitra-idu
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