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[Core] Use ray queue to put request output tokens back to the api server #41

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[Core] Use ray queue to put request output tokens back to the api server #41

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prefill p25 p50 p75 p95 p99 mean
latency(ms) 21530.75 76643.50 184948.75 299576.50 303088.43 109563.64
decode p25 p50 p75 p95 p99 mean
latency(ms) 53.56 58.74 71.55 129.07 261.07 70.65

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migration_size 8.00 MB 16.00 MB 24.00 MB 32.00 MB 40.00 MB 48.00 MB 56.00 MB 64.00 MB 72.00 MB 80.00 MB 88.00 MB 96.00 MB 104.00 MB 112.00 MB 120.00 MB 128.00 MB 136.00 MB 144.00 MB 152.00 MB 160.00 MB 168.00 MB 176.00 MB 184.00 MB 192.00 MB 200.00 MB 232.00 MB 280.00 MB 312.00 MB 320.00 MB 416.00 MB 424.00 MB 448.00 MB 464.00 MB 472.00 MB 480.00 MB 536.00 MB 568.00 MB 696.00 MB 912.00 MB
rpc_speed(GB/s) 1.04 1.56 1.78 1.88 1.98 2.08 2.19 2.14 2.24 2.24 2.32 2.37 2.38 2.45 2.46 2.43 2.47 2.49 2.45 2.51 2.51 2.31 2.60 2.65 2.39 2.70 2.72 2.73 2.61 2.89 2.89 3.01 2.92 3.12 3.05 2.93 3.10 3.21 3.29
migration_size 8.00 MB 16.00 MB 24.00 MB 32.00 MB 40.00 MB 48.00 MB 56.00 MB 64.00 MB 72.00 MB 80.00 MB 88.00 MB 96.00 MB 104.00 MB 112.00 MB 120.00 MB 128.00 MB 136.00 MB 144.00 MB 152.00 MB 160.00 MB 168.00 MB 176.00 MB 184.00 MB 192.00 MB 200.00 MB 208.00 MB 232.00 MB 240.00 MB 264.00 MB 280.00 MB 288.00 MB 312.00 MB 320.00 MB 352.00 MB 384.00 MB 416.00 MB 424.00 MB 480.00 MB 536.00 MB 560.00 MB
gloo_speed(GB/s) 0.92 1.55 2.02 2.23 2.38 2.47 2.80 2.60 2.59 3.13 2.87 3.01 2.88 2.97 3.20 2.75 2.28 2.98 2.64 2.60 1.55 2.79 2.53 1.30 2.72 2.56 2.77 3.03 2.78 2.48 2.73 2.12 2.49 2.53 2.51 2.55 2.55 2.55 2.68 2.69
migration_size 8.00 MB 16.00 MB 24.00 MB 32.00 MB 40.00 MB 48.00 MB 56.00 MB 64.00 MB 72.00 MB 80.00 MB 88.00 MB 96.00 MB 104.00 MB 112.00 MB 120.00 MB 128.00 MB 136.00 MB 144.00 MB 152.00 MB 160.00 MB 168.00 MB 176.00 MB 184.00 MB 192.00 MB 216.00 MB 232.00 MB 256.00 MB 288.00 MB 312.00 MB 368.00 MB 416.00 MB 424.00 MB 480.00 MB 536.00 MB 552.00 MB
nccl_speed(GB/s) 0.19 0.48 0.61 0.90 1.10 1.22 1.52 1.42 1.82 2.02 2.00 2.44 2.32 2.89 2.57 2.48 2.81 2.89 3.28 3.70 3.48 3.95 3.11 5.03 3.46 4.06 6.27 2.74 3.59 5.09 4.88 5.59 6.34 3.88 4.05

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prefill p25 p50 p75 p95 p99 mean
latency(ms) 23239.50 80667.00 214905.50 266603.00 296250.51 112550.03
decode p25 p50 p75 p95 p99 mean
latency(ms) 53.20 59.40 78.21 156.72 434.27 79.37

@KuilongCui KuilongCui changed the title [Core] Add rayqueue [Core] Use ray queue to put request output tokens back to the api server (#28) Sep 20, 2024
@KuilongCui KuilongCui changed the title [Core] Use ray queue to put request output tokens back to the api server (#28) [Core] Use ray queue to put request output tokens back to the api server Sep 20, 2024
@KuilongCui KuilongCui requested review from s5u13b and ZeldaHuang and removed request for s5u13b September 20, 2024 08:47
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migration_size 8.00 MB 16.00 MB 24.00 MB 32.00 MB 40.00 MB 48.00 MB 56.00 MB 64.00 MB 72.00 MB 80.00 MB 88.00 MB 96.00 MB 104.00 MB 112.00 MB 120.00 MB 128.00 MB 136.00 MB 144.00 MB 152.00 MB 160.00 MB 168.00 MB 176.00 MB 184.00 MB 192.00 MB 200.00 MB 208.00 MB 224.00 MB 232.00 MB 240.00 MB 312.00 MB 320.00 MB 384.00 MB 416.00 MB 424.00 MB 432.00 MB 440.00 MB 472.00 MB 912.00 MB
rpc_speed(GB/s) 1.02 1.49 1.72 1.83 1.94 2.02 2.13 2.15 2.17 2.25 2.25 2.28 2.24 2.40 2.52 2.45 2.48 2.54 2.39 2.47 2.36 2.33 2.40 2.56 2.43 2.61 2.61 2.43 2.65 2.51 2.75 2.82 2.92 3.01 2.93 3.08 2.66 3.05
migration_size 8.00 MB 16.00 MB 24.00 MB 32.00 MB 40.00 MB 48.00 MB 56.00 MB 64.00 MB 72.00 MB 80.00 MB 88.00 MB 96.00 MB 104.00 MB 112.00 MB 120.00 MB 128.00 MB 136.00 MB 144.00 MB 152.00 MB 160.00 MB 168.00 MB 176.00 MB 184.00 MB 192.00 MB 232.00 MB 240.00 MB 280.00 MB 312.00 MB 416.00 MB 424.00 MB 464.00 MB 480.00 MB 488.00 MB 560.00 MB
gloo_speed(GB/s) 0.90 1.59 1.95 2.09 2.38 2.46 2.73 2.83 2.57 3.06 2.99 3.17 2.65 3.07 3.45 2.62 2.73 2.29 2.57 2.32 1.58 2.63 2.90 2.65 2.62 2.59 2.57 2.21 3.00 2.62 2.83 2.19 1.57 2.60
migration_size 8.00 MB 16.00 MB 24.00 MB 32.00 MB 40.00 MB 48.00 MB 56.00 MB 64.00 MB 72.00 MB 80.00 MB 88.00 MB 96.00 MB 104.00 MB 112.00 MB 120.00 MB 128.00 MB 136.00 MB 144.00 MB 152.00 MB 160.00 MB 168.00 MB 176.00 MB 184.00 MB 232.00 MB 312.00 MB 320.00 MB 328.00 MB 392.00 MB 416.00 MB 464.00 MB 480.00 MB 536.00 MB 912.00 MB
nccl_speed(GB/s) 0.21 0.47 0.76 1.03 1.17 1.30 1.41 1.54 1.94 1.85 1.90 1.85 2.16 2.39 2.68 2.19 2.70 2.81 2.99 3.68 3.85 4.87 3.28 4.33 3.71 4.36 4.90 5.71 4.66 6.12 5.72 4.23 4.44

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prefill p25 p50 p75 p95 p99 mean
latency(ms) 18943.00 94628.50 211077.25 253174.80 293724.47 110821.18
decode p25 p50 p75 p95 p99 mean
latency(ms) 53.70 59.67 75.57 133.51 434.39 75.13

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prefill p25 p50 p75 p95 p99 mean
latency(ms) 31160.00 119095.50 194684.75 237867.70 248418.27 112714.30
decode p25 p50 p75 p95 p99 mean
latency(ms) 52.00 57.65 72.33 140.56 418.93 76.01

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migration_size 8.00 MB 16.00 MB 24.00 MB 32.00 MB 40.00 MB 48.00 MB 56.00 MB 64.00 MB 72.00 MB 80.00 MB 88.00 MB 96.00 MB 104.00 MB 112.00 MB 120.00 MB 128.00 MB 136.00 MB 144.00 MB 152.00 MB 160.00 MB 168.00 MB 176.00 MB 184.00 MB 192.00 MB 200.00 MB 232.00 MB 312.00 MB 320.00 MB 352.00 MB 416.00 MB 424.00 MB 432.00 MB 464.00 MB 472.00 MB 480.00 MB
rpc_speed(GB/s) 1.04 1.53 1.71 1.90 1.98 2.08 2.14 2.18 2.23 2.34 2.25 2.39 2.39 2.41 2.43 2.46 2.48 2.43 2.46 2.55 2.59 2.50 2.44 2.59 2.82 2.47 2.81 2.39 2.95 2.93 3.04 2.92 3.20 3.13 2.98
migration_size 8.00 MB 16.00 MB 24.00 MB 32.00 MB 40.00 MB 48.00 MB 56.00 MB 64.00 MB 72.00 MB 80.00 MB 88.00 MB 96.00 MB 104.00 MB 112.00 MB 120.00 MB 128.00 MB 136.00 MB 144.00 MB 152.00 MB 160.00 MB 168.00 MB 176.00 MB 184.00 MB 192.00 MB 200.00 MB 208.00 MB 216.00 MB 232.00 MB 240.00 MB 264.00 MB 288.00 MB 312.00 MB 328.00 MB 344.00 MB 416.00 MB 472.00 MB 480.00 MB 696.00 MB
gloo_speed(GB/s) 0.95 1.48 1.89 2.19 2.26 2.60 2.53 2.70 2.70 2.98 3.12 2.89 3.19 3.33 2.64 2.64 2.63 1.85 2.61 2.70 1.94 2.07 2.18 2.99 3.00 2.55 1.24 2.88 0.90 2.58 2.88 2.30 2.64 2.63 2.71 2.72 1.92 2.66
migration_size 8.00 MB 16.00 MB 24.00 MB 32.00 MB 40.00 MB 48.00 MB 56.00 MB 64.00 MB 72.00 MB 80.00 MB 88.00 MB 96.00 MB 104.00 MB 112.00 MB 120.00 MB 128.00 MB 136.00 MB 144.00 MB 152.00 MB 160.00 MB 168.00 MB 176.00 MB 184.00 MB 192.00 MB 200.00 MB 208.00 MB 232.00 MB 240.00 MB 248.00 MB 264.00 MB 312.00 MB 320.00 MB 416.00 MB 424.00 MB 472.00 MB 480.00 MB 536.00 MB 560.00 MB
nccl_speed(GB/s) 0.19 0.48 0.63 0.87 1.00 1.15 1.46 1.61 1.91 1.70 1.90 2.20 2.22 2.52 2.45 2.57 2.88 2.62 2.86 2.95 3.47 3.66 3.51 3.25 3.75 4.23 4.30 4.23 4.40 2.35 5.40 4.90 5.23 5.37 7.53 5.09 3.75 3.76

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@ZeldaHuang ZeldaHuang Awaiting requested review from ZeldaHuang

@s5u13b s5u13b Awaiting requested review from s5u13b

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