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[NPU] trial of HQQ q4_0 #12534

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Description

1. Why the change?

2. User API changes

3. Summary of the change

4. How to test?

  • Unit test: Please manually trigger the PR Validation here by inputting the PR number (e.g., 1234). And paste your action link here once it has been successfully finished.

@rnwang04 rnwang04 marked this pull request as draft December 12, 2024 09:24
@@ -119,10 +119,12 @@ def update_scale_hqq(x: Tensor, iscale: Tensor, min_max: list):
W_ = (x - W_e).clone()
W_mask = torch.abs(W_) < z_val
W_[W_mask] = z_val
iscale, _ = torch.median(W_q / W_q, axis=1, keepdim=True)
iscale, _ = torch.median(W_q / W_, axis=1, keepdim=True)
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use mean instead of median?

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