[PD] Optimize MHA models pp util calculation logic (#17306)
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@@ -168,12 +168,13 @@ class CommonKVManager(BaseKVManager):
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num_kv_layers < dst_num_total_layers
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and dst_num_total_layers % num_kv_layers != 0
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):
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# Case: Decode has more layers than Prefill (e.g., Decode has draft model KV while Prefill is deployed without speculative decoding)
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# To prevent empty Value Cache, which leads to wrong response
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# Case: Decode has draft model KV while Prefill is deployed without speculative decoding
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# dst_kv_ptrs layout: [K_main..., V_main..., draft_K..., draft_V...]
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multiplier_ratio = dst_num_total_layers // num_kv_layers
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dst_k_ptrs = dst_kv_ptrs[start_layer:end_layer]
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v_ptr_offset = num_kv_layers * multiplier_ratio
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dst_v_ptrs = dst_kv_ptrs[
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num_kv_layers + start_layer : num_kv_layers + end_layer
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v_ptr_offset + start_layer : v_ptr_offset + end_layer
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]
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else:
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# Decode pp size should be equal to prefill pp size or 1
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