Add dynamic shape support for lowbit kernels#1942
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🔗 Helpful Links🧪 See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/ao/1942
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jackzhxng
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This makes sense to me from a high level, pending approval from someone from ao
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Mar 24, 2025
| k1 = 256 | ||
| k2 = 128 | ||
| k3 = 1024 | ||
| weight_dtype = torch.int4 |
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Maybe would be good to loop through and test all of the possible granularities from 2-7
jackzhxng
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Synced offline, feel free to merge
liangel-02
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Aug 25, 2025
* Init Summary: Adds dynmaic shape support to linear op. * up * up
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To support dynamic shapes, the linear/embedding meta kernels must be written in python.
The packing meta kernels are still in C++ because 1) packing shapes are not dynamic, and 2) the packed size is not readily available in python. For these, I move to create meta tensors directly per #1936.