150 lines
4.0 KiB
YAML
150 lines
4.0 KiB
YAML
test_name: "Kimi-K2.7-W4A8-64k-1k-TPOT50-PD"
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model: "Eco-Tech/Kimi-K2.7-Code-w4a8"
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num_nodes: 2
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npu_per_node: 16
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routing:
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type: "disaggregated_prefill"
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groups:
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prefiller: [ 0 ]
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decoder: [ 1 ]
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config:
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- node_index: 0
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port_start: 7100
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dp_rpc_port: 12321
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dp_size: 2
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dp_size_local: 2
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dp_rank_start: 0
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tp_size: 8
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dp_address: "${NODE_0_IP}"
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- node_index: 1
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port_start: 7100
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dp_rpc_port: 12321
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dp_size: 4
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dp_size_local: 4
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dp_rank_start: 0
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tp_size: 4
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dp_address: "${NODE_1_IP}"
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env_common: &env_common
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SERVER_PORT: "${PORT}"
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VLLM_RPC_TIMEOUT: "3600000"
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VLLM_EXECUTE_MODEL_TIMEOUT_SECONDS: "30000"
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HCCL_EXEC_TIMEOUT: "204"
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HCCL_CONNECT_TIMEOUT: "120"
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OMP_PROC_BIND: "false"
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OMP_NUM_THREADS: "1"
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PYTORCH_NPU_ALLOC_CONF: "expandable_segments:True"
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TASK_QUEUE_ENABLE: "1"
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HCCL_OP_EXPANSION_MODE: "AIV"
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VLLM_ASCEND_ENABLE_MLAPO: "1"
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VLLM_ASCEND_ENABLE_FUSED_MC2: "1"
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VLLM_SERVER_DEV_MODE: "1"
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ASCEND_RT_VISIBLE_DEVICES: "${VISIBLE_DEVICES}"
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VLLM_USE_MODELSCOPE: "true"
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env_prefill: &env_prefill
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<<: *env_common
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HCCL_BUFFSIZE: "512"
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VLLM_ASCEND_ENABLE_FLASHCOMM1: "1"
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env_decode: &env_decode
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<<: *env_common
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HCCL_BUFFSIZE: "800"
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templates:
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- node_index: 0
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envs:
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<<: *env_prefill
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server_cmd_template:
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- --allowed-local-media-path
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- "/"
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- --host
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- "0.0.0.0"
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- --port
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- $SERVER_PORT
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- --data-parallel-size
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- ${DP_SIZE}
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- --data-parallel-rank
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- ${DP_RANK}
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- --data-parallel-address
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- ${DP_ADDRESS}
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- --data-parallel-rpc-port
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- ${DP_RPC_PORT}
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- --tensor-parallel-size
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- ${TP_SIZE}
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- --safetensors-load-strategy
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- 'prefetch'
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- --enable-expert-parallel
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- --seed
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- "1024"
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- --max-model-len
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- "68000"
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- --max-num-batched-tokens
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- "8192"
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- --max-num-seqs
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- "16"
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- --enforce-eager
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- --trust-remote-code
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- --gpu-memory-utilization
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- "0.94"
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- --speculative-config
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- '{"method": "dflash","model": "z-lab/Kimi-K2.5-DFlash", "num_speculative_tokens": 1}'
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- --kv-transfer-config
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- '{"kv_connector": "MooncakeConnectorV1","kv_role": "kv_producer","kv_port": "30000","engine_id": "0","kv_connector_extra_config": {"use_ascend_direct": true,"prefill": {"dp_size": 2,"tp_size": 8},"decode": {"dp_size": 4,"tp_size": 4}}}'
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- node_index: 1
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envs:
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<<: *env_decode
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server_cmd_template:
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- --allowed-local-media-path
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- "/"
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- --host
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- "0.0.0.0"
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- --port
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- $SERVER_PORT
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- --data-parallel-size
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- ${DP_SIZE}
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- --data-parallel-rank
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- ${DP_RANK}
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- --data-parallel-address
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- ${DP_ADDRESS}
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- --data-parallel-rpc-port
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- ${DP_RPC_PORT}
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- --tensor-parallel-size
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- ${TP_SIZE}
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- --enable-expert-parallel
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- --safetensors-load-strategy
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- 'prefetch'
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- --seed
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- "1024"
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- --max-model-len
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- "68000"
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- --max-num-batched-tokens
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- "256"
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- --max-num-seqs
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- "16"
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- --trust-remote-code
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- --gpu-memory-utilization
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- "0.92"
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- --speculative-config
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- '{"method": "dflash","model": "z-lab/Kimi-K2.5-DFlash", "num_speculative_tokens": 15}'
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- --compilation-config
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- '{"cudagraph_mode": "FULL_DECODE_ONLY"}'
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- --additional-config
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- '{"recompute_scheduler_enable":true, "lmhead_tensor_parallel_size":16}'
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- --kv-transfer-config
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- '{"kv_connector": "MooncakeConnectorV1","kv_role": "kv_consumer","kv_port": "30100","engine_id": "1","kv_connector_extra_config": {"use_ascend_direct": true,"prefill": {"dp_size": 2,"tp_size": 8},"decode": {"dp_size": 4,"tp_size": 4}}}'
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benchmarks:
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perf:
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case_type: performance
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dataset_path: vllm-ascend/GSM8K_prefix90_in65536_bs1000_kimi
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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: 60
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max_out_len: 1024
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batch_size: 15
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request_rate: 0.4
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baseline: 347.4475
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threshold: 0.97 |