Mooncake/docs/source/performance/vllm-benchmark-results-v1.md

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Benchmark performance on NVIDIA A10

Here are some preview MooncakeStore benchmark results on A10 with "Qwen/Qwen2.5-7B-Instruct-GPTQ-Int4".

Varying PD ratio (input length = 1024, qps = 2, output length =6, num of requests = 200)

Configuration Backend Duration (s) Output Token Throughput (tok/s) Total Token Throughput (tok/s) Mean TTFT (ms) Median TTFT (ms) P99 TTFT (ms) Mean TPOT (ms) Median TPOT (ms) P99 TPOT (ms) Mean ITL (ms) Median ITL (ms) P99 ITL (ms)
2P2D tp = 1 Redis 99.47 12.06 2042.75 844.28 666.84 2270.91 16.88 11.57 104.83 16.84 11.56 239.67
MooncakeStore (TCP) 99.44 12.07 2043.30 817.43 639.48 1969.89 12.49 11.55 45.52 12.46 11.55 15.31
MooncakeStore (RDMA) 99.33 12.08 2045.57 763.58 604.22 2030.34 12.43 11.53 43.02 12.39 11.52 15.40
2P2D tp = 2 Redis 98.92 12.13 2054.12 397.20 352.37 782.44 9.00 8.05 36.06 8.97 8.03 13.94
MooncakeStore (TCP) 98.81 12.14 2056.43 327.91 309.38 573.36 8.33 8.04 17.62 8.30 8.03 11.23
MooncakeStore (RDMA) 98.74 12.15 2057.79 271.25 250.11 532.00 8.34 8.12 14.70 8.31 8.10 11.12
3P3D (1 remote P, 1 remote D) tp = 2 qps = 2 Redis 98.89 12.13 2054.80 382.73 358.18 659.31 8.07 8.02 8.86 8.04 7.99 10.14
MooncakeStore (TCP) 98.71 12.16 2058.47 298.71 302.74 512.84 8.06 8.04 8.54 8.03 8.02 8.88
MooncakeStore (RDMA) 98.69 12.16 2058.88 269.73 252.96 543.38 8.13 8.04 10.49 8.10 8.02 11.29
4P2D (2 remote P) tp = 2 Redis 98.85 12.14 2055.66 350.39 339.15 506.78 8.54 8.01 26.42 8.51 7.99 11.43
MooncakeStore (TCP) 98.76 12.15 2057.56 312.32 307.50 475.79 8.29 8.03 19.87 8.25 8.01 9.51
MooncakeStore (RDMA) 98.71 12.16 2058.59 259.87 251.23 461.96 8.20 8.05 10.20 8.17 8.03 11.50
2P4D (2 remote D) tp = 2 Redis 98.88 12.14 2054.90 381.91 338.25 722.00 8.07 8.05 8.55 8.04 8.02 9.15
MooncakeStore (TCP) 98.78 12.15 2057.11 317.42 304.53 521.66 8.07 8.03 8.75 8.04 8.02 9.62
MooncakeStore (RDMA) 98.73 12.15 2058.02 275.13 251.57 487.43 8.18 8.06 9.19 8.15 8.05 10.53