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@jerryzh168 jerryzh168 commented Sep 26, 2025

Summary:
att, similar to #2997 we add act_pre_scale as an optional Tensor data attribute to Int4TilePackedTo4dTensor, enabling AWQ support for this tensor

Test Plan:

python test/quantization/quantize_/workflows/int4/test_int4_tile_packed_to_4d_tensor.py
python test/prototype/test_awq.py

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Summary:
att, similar to pytorch#2997 we add `act_pre_scale`
as an optional Tensor data attribute to `Int4TilePackedTo4dTensor`, enabling
AWQ support for this tensor

Test Plan:
python test/quantization/quantize_/workflows/int4/test_int4_tile_packed_to_4d_tensor.py
python test/prototype/test_awq.py

Reviewers:

Subscribers:

Tasks:

Tags:
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pytorch-bot bot commented Sep 26, 2025

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🧪 See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/ao/3071

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@meta-cla meta-cla bot added the CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed. label Sep 26, 2025
@jerryzh168 jerryzh168 added the topic: improvement Use this tag if this PR is an improvement (doesn't fit into any of the other categories) label Sep 26, 2025
@jerryzh168 jerryzh168 requested a review from vkuzo September 26, 2025 00:47
@jerryzh168 jerryzh168 merged commit 7690612 into pytorch:main Sep 26, 2025
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