# ==========================================
# ACTUAL TEST CASES
# ==========================================
_envs: &envs
      OMP_PROC_BIND: "false"
      OMP_NUM_THREADS: "1"
      HCCL_OP_EXPANSION_MODE: "AIV"
      PYTORCH_NPU_ALLOC_CONF: "expandable_segments:True"
      VLLM_USE_V1: "1"
      HCCL_BUFFSIZE: "256"
      ASCEND_AGGREGATE_ENABLE: "1"
      ASCEND_TRANSPORT_PRINT: "1"
      ACL_OP_INIT_MODE: "1"
      ASCEND_A3_ENABLE: "1"
      VLLM_NIXL_ABORT_REQUEST_TIMEOUT: "300000"
      TASK_QUEUE_ENABLE: "1"
      VLLM_ASCEND_ENABLE_MLAPO: "1"
      VLLM_ASCEND_ENABLE_FLASHCOMM1: "1"
      SERVER_PORT: "DEFAULT_PORT"

_server_cmd: &server_cmd
      - "--enable-expert-parallel"
      - "--tensor-parallel-size"
      - "8"
      - "--data-parallel-size"
      - "2"
      - "--port"
      - "$SERVER_PORT"
      - "--seed"
      - "1024"
      - "--max-model-len"
      - "67000"
      - "--max-num-batched-tokens"
      - "4096"
      - "--max-num-seqs"
      - "8"
      - "--trust-remote-code"
      - "--quantization"
      - "ascend"
      - "--gpu-memory-utilization"
      - "0.95"
      - "--compilation-config"
      - '{"cudagraph_capture_sizes":[1,2,4,8,16,24,32,40,48], "cudagraph_mode":"FULL_DECODE_ONLY"}'
      - "--no-enable-prefix-caching"
      - "--speculative-config"
      - '{"num_speculative_tokens": 3, "method":"deepseek_mtp"}'
      - "--reasoning-parser"
      - "deepseek_v3"
      - "--tokenizer-mode"
      - "deepseek_v32"

_benchmarks: &benchmarks
      perf_16384_bs4:
        case_type: performance
        dataset_path: vllm-ascend/GSM8K_prefix0_in16384_bs1200_deepseek
        request_conf: vllm_api_stream_chat
        dataset_conf: gsm8k/gsm8k_gen_0_shot_cot_str_perf
        num_prompts: 4
        max_out_len: 1024
        batch_size: 1
        request_rate: 0
        baseline: 26.10
        threshold: 0.97
      perf_16384_bs16:
        case_type: performance
        dataset_path: vllm-ascend/GSM8K_prefix0_in16384_bs1200_deepseek
        request_conf: vllm_api_stream_chat
        dataset_conf: gsm8k/gsm8k_gen_0_shot_cot_str_perf
        num_prompts: 16
        max_out_len: 1024
        batch_size: 4
        request_rate: 0.5
        baseline: 60.53
        threshold: 0.97
      perf_32768_bs4:
        case_type: performance
        dataset_path: vllm-ascend/GSM8K_prefix0_in32768_bs1000_deepseek
        request_conf: vllm_api_stream_chat
        dataset_conf: gsm8k/gsm8k_gen_0_shot_cot_str_perf
        num_prompts: 4
        max_out_len: 512
        batch_size: 1
        request_rate: 0
        baseline: 22.68
        threshold: 0.97
      perf_32768_bs8:
        case_type: performance
        dataset_path: vllm-ascend/GSM8K_prefix0_in32768_bs1000_deepseek
        request_conf: vllm_api_stream_chat
        dataset_conf: gsm8k/gsm8k_gen_0_shot_cot_str_perf
        num_prompts: 8
        max_out_len: 512
        batch_size: 2
        request_rate: 0.2
        baseline: 32.73
        threshold: 0.97
      perf_65536_bs4:
        case_type: performance
        dataset_path: vllm-ascend/GSM8K_prefix0_in65536_bs400_deepseek
        request_conf: vllm_api_stream_chat
        dataset_conf: gsm8k/gsm8k_gen_0_shot_cot_str_perf
        num_prompts: 4
        max_out_len: 1024
        batch_size: 1
        request_rate: 0
        baseline: 22.77
        threshold: 0.97
      perf_65536_bs8:
        case_type: performance
        dataset_path: vllm-ascend/GSM8K_prefix0_in65536_bs400_deepseek
        request_conf: vllm_api_stream_chat
        dataset_conf: gsm8k/gsm8k_gen_0_shot_cot_str_perf
        num_prompts: 8
        max_out_len: 1024
        batch_size: 2
        request_rate: 1
        baseline: 33.80
        threshold: 0.97
_benchmarks_2048: &benchmarks_2048
      perf_16384_bs4:
        case_type: performance
        dataset_path: vllm-ascend/GSM8K-in2048-bs4000-ds3.2
        request_conf: vllm_api_stream_chat
        dataset_conf: gsm8k/gsm8k_gen_0_shot_cot_str_perf
        num_prompts: 128
        max_out_len: 2048
        batch_size: 32
        request_rate: 0
        baseline: 220
        threshold: 0.97

test_cases:
  - name: "DeepSeek-V3.2-W8A8-weekly"
    model: "vllm-ascend/DeepSeek-V3.2-W8A8"
    envs:
      <<: *envs
    server_cmd: *server_cmd
    benchmarks:
      <<: *benchmarks
  - name: "DeepSeek-V3.2-W8A8-mix-perf"
    model: "vllm-ascend/DeepSeek-V3.2-W8A8"
    envs:
      <<: *envs
    server_cmd: *server_cmd
    server_cmd_extra:
      - "--async-scheduling"
    benchmarks:
      <<: *benchmarks_2048