bc67696a02
### What this PR does / why we need it? Integerate grouped_matmul_swiglu_quant_weight_nz_tensor_list into dynamic EPLB to support list-type parameters This PR also modify the logic of loading model in dynamic-eplb scenario. The operator is based on this pr: https://github.com/vllm-project/vllm-ascend/pull/3804 ### Does this PR introduce _any_ user-facing change? no ### How was this patch tested? ``` vllm serve /home/weight/DeepSeek-V3.1_w8a8mix_mtp \ --max_num_seqs 8 \ --max-model-len 8192 \ --max-num-batched-tokens 16384 \ --tensor-parallel-size 8 \ --data-parallel-size 2 \ --enable-expert-parallel \ --served-model-name ds_r1 \ --enable-auto-tool-choice \ --tool-call-parser hermes \ --no-enable-prefix-caching \ --port 8999 \ --quantization "ascend" \ --gpu-memory-utilization 0.85 \ --trust-remote-code \ --compilation_config '{"cudagraph_capture_sizes":[1,2,4,8,16,32]}' \ --additional-config='{"dynamic_eplb":true, "num_iterations_eplb_update":100, "num_wait_worker_iterations":100}' ``` input&output: 2k 2k This PR: <img width="1318" height="695" alt="fusion" src="https://github.com/user-attachments/assets/f8657813-0c02-42f4-8396-d99e730f48cd" /> Baseline: <img width="1323" height="690" alt="baseline" src="https://github.com/user-attachments/assets/e1323a78-af26-4523-820c-e20e5642a38e" /> - vLLM version: v0.11.2 - vLLM main: https://github.com/vllm-project/vllm/commit/v0.11.2 --------- Signed-off-by: 白永斌 <baiyongbin3@h-partners.com> Signed-off-by: 欧派果奶我还要 <845473182@qq.com> Co-authored-by: 白永斌 <baiyongbin3@h-partners.com>