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# ==========================================
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# ACTUAL TEST CASES
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# ==========================================
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_envs: &envs
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OMP_PROC_BIND: "false"
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OMP_NUM_THREADS: "1"
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HCCL_OP_EXPANSION_MODE: "AIV"
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PYTORCH_NPU_ALLOC_CONF: "expandable_segments:True"
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VLLM_USE_V1: "1"
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HCCL_BUFFSIZE: "256"
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ASCEND_AGGREGATE_ENABLE: "1"
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ASCEND_TRANSPORT_PRINT: "1"
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ACL_OP_INIT_MODE: "1"
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ASCEND_A3_ENABLE: "1"
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VLLM_NIXL_ABORT_REQUEST_TIMEOUT: "300000"
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TASK_QUEUE_ENABLE: "1"
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VLLM_ASCEND_ENABLE_MLAPO: "1"
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VLLM_ASCEND_ENABLE_FLASHCOMM1: "1"
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SERVER_PORT: "DEFAULT_PORT"
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_server_cmd: &server_cmd
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- "--enable-expert-parallel"
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- "--tensor-parallel-size"
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- "8"
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- "--data-parallel-size"
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- "2"
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- "--port"
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- "$SERVER_PORT"
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- "--seed"
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- "1024"
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- "--max-model-len"
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- "67000"
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- "--max-num-batched-tokens"
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- "4096"
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- "--max-num-seqs"
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- "8"
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- "--trust-remote-code"
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- "--quantization"
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- "ascend"
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- "--gpu-memory-utilization"
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- "0.95"
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- "--compilation-config"
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- '{"cudagraph_capture_sizes":[1,2,4,8,16,24,32,40,48], "cudagraph_mode":"FULL_DECODE_ONLY"}'
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- "--no-enable-prefix-caching"
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- "--speculative-config"
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- '{"num_speculative_tokens": 3, "method":"deepseek_mtp"}'
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- "--reasoning-parser"
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- "deepseek_v3"
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- "--tokenizer-mode"
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- "deepseek_v32"
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_benchmarks: &benchmarks
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perf_16384_bs4:
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case_type: performance
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dataset_path: vllm-ascend/GSM8K_prefix0_in16384_bs1200_deepseek
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request_conf: vllm_api_stream_chat
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dataset_conf: gsm8k/gsm8k_gen_0_shot_cot_str_perf
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num_prompts: 4
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max_out_len: 1024
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batch_size: 1
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request_rate: 0
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baseline: 26.10
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threshold: 0.97
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perf_16384_bs16:
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case_type: performance
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dataset_path: vllm-ascend/GSM8K_prefix0_in16384_bs1200_deepseek
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request_conf: vllm_api_stream_chat
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dataset_conf: gsm8k/gsm8k_gen_0_shot_cot_str_perf
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num_prompts: 16
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max_out_len: 1024
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batch_size: 4
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request_rate: 0.5
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baseline: 60.53
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threshold: 0.97
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perf_32768_bs4:
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case_type: performance
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dataset_path: vllm-ascend/GSM8K_prefix0_in32768_bs1000_deepseek
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request_conf: vllm_api_stream_chat
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dataset_conf: gsm8k/gsm8k_gen_0_shot_cot_str_perf
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num_prompts: 4
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max_out_len: 512
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batch_size: 1
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request_rate: 0
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baseline: 22.68
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threshold: 0.97
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perf_32768_bs8:
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case_type: performance
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||||
dataset_path: vllm-ascend/GSM8K_prefix0_in32768_bs1000_deepseek
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request_conf: vllm_api_stream_chat
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dataset_conf: gsm8k/gsm8k_gen_0_shot_cot_str_perf
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num_prompts: 8
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max_out_len: 512
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batch_size: 2
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request_rate: 0.2
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baseline: 32.73
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threshold: 0.97
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perf_65536_bs4:
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case_type: performance
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dataset_path: vllm-ascend/GSM8K_prefix0_in65536_bs400_deepseek
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request_conf: vllm_api_stream_chat
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dataset_conf: gsm8k/gsm8k_gen_0_shot_cot_str_perf
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||||
num_prompts: 4
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||||
max_out_len: 1024
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batch_size: 1
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request_rate: 0
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baseline: 22.77
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threshold: 0.97
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perf_65536_bs8:
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case_type: performance
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||||
dataset_path: vllm-ascend/GSM8K_prefix0_in65536_bs400_deepseek
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request_conf: vllm_api_stream_chat
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||||
dataset_conf: gsm8k/gsm8k_gen_0_shot_cot_str_perf
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num_prompts: 8
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||||
max_out_len: 1024
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batch_size: 2
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||||
request_rate: 1
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baseline: 33.80
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threshold: 0.97
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_benchmarks_2048: &benchmarks_2048
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perf_16384_bs4:
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case_type: performance
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dataset_path: vllm-ascend/GSM8K-in2048-bs4000-ds3.2
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request_conf: vllm_api_stream_chat
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dataset_conf: gsm8k/gsm8k_gen_0_shot_cot_str_perf
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num_prompts: 128
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||||
max_out_len: 2048
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batch_size: 32
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request_rate: 0
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baseline: 220
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threshold: 0.97
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test_cases:
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- name: "DeepSeek-V3.2-W8A8-weekly"
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model: "vllm-ascend/DeepSeek-V3.2-W8A8"
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envs:
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<<: *envs
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server_cmd: *server_cmd
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benchmarks:
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<<: *benchmarks
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- name: "DeepSeek-V3.2-W8A8-mix-perf"
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model: "vllm-ascend/DeepSeek-V3.2-W8A8"
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envs:
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<<: *envs
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server_cmd: *server_cmd
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server_cmd_extra:
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- "--async-scheduling"
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benchmarks:
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<<: *benchmarks_2048
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Block a user