# ========================================== # Shared Configurations # ========================================== _envs: &envs OMP_NUM_THREADS: "10" OMP_PROC_BIND: "false" HCCL_BUFFSIZE: "1024" PYTORCH_NPU_ALLOC_CONF: "expandable_segments:True" SERVER_PORT: "DEFAULT_PORT" _server_cmd: &server_cmd - "--quantization" - "ascend" - "--data-parallel-size" - "2" - "--tensor-parallel-size" - "8" - "--enable-expert-parallel" - "--port" - "$SERVER_PORT" - "--seed" - "1024" - "--max-model-len" - "36864" - "--max-num-batched-tokens" - "4096" - "--max-num-seqs" - "16" - "--trust-remote-code" - "--gpu-memory-utilization" - "0.9" - "--speculative-config" - '{"num_speculative_tokens": 1, "method": "mtp"}' - "--additional-config" - '{"enable_weight_nz_layout": true}' _benchmarks_acc: &benchmarks_acc acc: case_type: accuracy dataset_path: vllm-ascend/gsm8k-lite request_conf: vllm_api_general_chat dataset_conf: gsm8k/gsm8k_gen_0_shot_cot_chat_prompt max_out_len: 32768 batch_size: 32 baseline: 95 threshold: 5 _benchmarks_perf: &benchmarks_perf perf: case_type: performance dataset_path: vllm-ascend/GSM8K-in3500-bs400 request_conf: vllm_api_stream_chat dataset_conf: gsm8k/gsm8k_gen_0_shot_cot_str_perf num_prompts: 400 max_out_len: 1500 batch_size: 1000 baseline: 1 threshold: 0.97 # ========================================== # ACTUAL TEST CASES # ========================================== test_cases: - name: "DeepSeek-R1-0528-W8A8-single" model: "vllm-ascend/DeepSeek-R1-0528-W8A8" envs: <<: *envs server_cmd: *server_cmd server_cmd_extra: - "--enforce-eager" benchmarks: - name: "DeepSeek-R1-0528-W8A8-aclgraph" model: "vllm-ascend/DeepSeek-R1-0528-W8A8" envs: <<: *envs server_cmd: *server_cmd benchmarks: <<: *benchmarks_acc <<: *benchmarks_perf - name: "DeepSeek-R1-0528-W8A8-EPLB" model: "vllm-ascend/DeepSeek-R1-0528-W8A8" envs: <<: *envs DYNAMIC_EPLB: "true" server_cmd: *server_cmd server_cmd_extra: - "--additional-config" - '{"enable_weight_nz_layout": true, "eplb_config": {"dynamic_eplb": "true", "expert_heat_collection_interval": 1000, "algorithm_execution_interval": 50, "eplb_policy_type": 3}}' benchmarks: <<: *benchmarks_acc