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[Bug] Fix error 'Dynamo failed to run FX node with fake tensors for Deepseek V3.2 (#31046)
Signed-off-by: yewentao256 <zhyanwentao@126.com>
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@ -878,8 +878,11 @@ class Indexer(nn.Module):
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q_pe, k_pe = rotary_emb(positions, q_pe, k_pe.unsqueeze(1))
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q = torch.cat([q_pe.squeeze(0), q_nope], dim=-1)
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k = torch.cat([k_pe.squeeze((0, 2)), k_nope], dim=-1)
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# `rotary_emb` is shape-preserving; `q_pe` is already
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# [num_tokens, n_head, rope_dim].
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q = torch.cat([q_pe, q_nope], dim=-1)
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# `k_pe` is [num_tokens, 1, rope_dim] (MQA).
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k = torch.cat([k_pe.squeeze(1), k_nope], dim=-1)
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# we only quant q here since k quant is fused with cache insertion
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q = q.view(-1, self.head_dim)
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